warning: commands will be executed using /bin/sh
job 5951 at Thu Sep  3 06:29:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse41-150902/YutaMouse41-150902
ElecNo	5
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 11.87 and 17.80 GB of RAM.
Memory request: 5.93 GB would take us to total of 5.93 GB.
----------------------------------------------------------
Loaded 3303955 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.98 GB would take us to total of 7.91 GB.
------ Running on subset of 1101318 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 18 (25897 points): Lose 860.014944 but Gain 2260.702958
Iteration 0F (102.990000 sec): 19 clusters
  Score: Raw -99244180.927056 + Penalty 40692.653242 = -99203488.273814
  nChanged 1038458
Iteration 1F (142.350000 sec): 19 clusters
  Score: Raw -104198640.490137 + Penalty 40692.653242 = -104157947.836895
  nChanged 454126
Iteration 2F (173.190000 sec): 19 clusters
  Score: Raw -105324008.765882 + Penalty 40692.653242 = -105283316.112640
  nChanged 285304
Iteration 3F (204.610000 sec): 19 clusters
  Score: Raw -105860492.863656 + Penalty 40692.653242 = -105819800.210414
  nChanged 193820
Iteration 4F (238.410000 sec): 19 clusters
  Score: Raw -106206225.523918 + Penalty 40692.653242 = -106165532.870676
  nChanged 150962
Iteration 5F (272.200000 sec): 19 clusters
  Score: Raw -106417010.030805 + Penalty 40692.653242 = -106376317.377563
  nChanged 112629
Iteration 6F (305.380000 sec): 19 clusters
  Score: Raw -106554479.941193 + Penalty 40692.653242 = -106513787.287951
  nChanged 88223
Iteration 7F (336.740000 sec): 19 clusters
  Score: Raw -106649816.490128 + Penalty 40692.653242 = -106609123.836887
  nChanged 72182
Iteration 8F (368.730000 sec): 19 clusters
  Score: Raw -106717453.416378 + Penalty 40692.653242 = -106676760.763136
  nChanged 58933
Iteration 9F (400.760000 sec): 19 clusters
  Score: Raw -106774689.087494 + Penalty 40692.653242 = -106733996.434252
  nChanged 47920
Iteration 10Q (420.690000 sec): 19 clusters
  Score: Raw -106817460.765624 + Penalty 40692.653242 = -106776768.112382
  nChanged 40852
Iteration 11Q (441.470000 sec): 19 clusters
  Score: Raw -106856846.398504 + Penalty 40692.653242 = -106816153.745262
  nChanged 36322
Iteration 12Q (461.920000 sec): 19 clusters
  Score: Raw -106887552.593562 + Penalty 40692.653242 = -106846859.940320
  nChanged 32910
Iteration 13Q (483.330000 sec): 19 clusters
  Score: Raw -106914748.733751 + Penalty 40692.653242 = -106874056.080509
  nChanged 31973
Iteration 14Q (502.410000 sec): 19 clusters
  Score: Raw -106946550.240784 + Penalty 40692.653242 = -106905857.587542
  nChanged 31468
Iteration 15Q (524.350000 sec): 19 clusters
  Score: Raw -106982579.038778 + Penalty 40692.653242 = -106941886.385536
  nChanged 29953
Iteration 16Q (546.220000 sec): 19 clusters
  Score: Raw -107004584.721629 + Penalty 40692.653242 = -106963892.068387
  nChanged 25533
Iteration 17Q (567.140000 sec): 19 clusters
  Score: Raw -107015727.575913 + Penalty 40692.653242 = -106975034.922671
  nChanged 19984
Iteration 18Q (588.000000 sec): 19 clusters
  Score: Raw -107024143.607956 + Penalty 40692.653242 = -106983450.954714
  nChanged 16860
Iteration 19Q (609.710000 sec): 19 clusters
  Score: Raw -107031055.039353 + Penalty 40692.653242 = -106990362.386111
  nChanged 14273
Writing temp clu file 
Because OldScore, -106983450.954714, is greater than current (better) Score,-106990362.386111 
 Compute initial score before splitting:   Score: Raw -107031055.039353 + Penalty 40692.653242 = -106990362.386111
Memory request: 0.68 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (377985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (612.110000 sec): 2 clusters
  Score: Raw -38230911.802094 + Penalty 2086.924091 = -38228824.878003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (614.400000 sec): 3 clusters
  Score: Raw -37976854.825743 + Penalty 4173.848182 = -37972680.977561
  nChanged 185090
		SP:Iteration 1F (616.390000 sec): 3 clusters
  Score: Raw -38094198.076870 + Penalty 4173.848182 = -38090024.228688
  nChanged 23243
		SP:Iteration 2F (618.400000 sec): 3 clusters
  Score: Raw -38110894.515898 + Penalty 4173.848182 = -38106720.667716
  nChanged 33626
		SP:Iteration 3F (620.210000 sec): 3 clusters
  Score: Raw -38142952.790743 + Penalty 4173.848182 = -38138778.942561
  nChanged 37825
		SP:Iteration 4F (621.940000 sec): 3 clusters
  Score: Raw -38177907.076527 + Penalty 4173.848182 = -38173733.228344
  nChanged 31426
		SP:Iteration 5F (623.740000 sec): 3 clusters
  Score: Raw -38201897.696240 + Penalty 4173.848182 = -38197723.848058
  nChanged 22176
		SP:Iteration 6F (625.620000 sec): 3 clusters
  Score: Raw -38216043.380265 + Penalty 4173.848182 = -38211869.532083
  nChanged 16017
		SP:Iteration 7Q (627.540000 sec): 3 clusters
  Score: Raw -38225195.469202 + Penalty 4173.848182 = -38221021.621020
  nChanged 13429
		SP:Iteration 8Q (629.570000 sec): 3 clusters
  Score: Raw -38232109.201291 + Penalty 4173.848182 = -38227935.353109
  nChanged 12481
		SP:Iteration 9Q (631.450000 sec): 3 clusters
  Score: Raw -38237612.347024 + Penalty 4173.848182 = -38233438.498842
  nChanged 11874
		SP:Iteration 10Q (633.700000 sec): 3 clusters
  Score: Raw -38242158.296753 + Penalty 4173.848182 = -38237984.448571
  nChanged 11271
		SP:Iteration 11Q (635.660000 sec): 3 clusters
  Score: Raw -38246094.718102 + Penalty 4173.848182 = -38241920.869920
  nChanged 10621
		SP:Iteration 12Q (637.480000 sec): 3 clusters
  Score: Raw -38249493.226038 + Penalty 4173.848182 = -38245319.377856
  nChanged 9697
		SP:Iteration 13Q (639.320000 sec): 3 clusters
  Score: Raw -38252353.220789 + Penalty 4173.848182 = -38248179.372607
  nChanged 8769
		SP:Iteration 14Q (641.160000 sec): 3 clusters
  Score: Raw -38254744.317096 + Penalty 4173.848182 = -38250570.468914
  nChanged 7914
		SP:Iteration 15Q (643.130000 sec): 3 clusters
  Score: Raw -38256711.442034 + Penalty 4173.848182 = -38252537.593852
  nChanged 7074
		SP:Iteration 16Q (645.000000 sec): 3 clusters
  Score: Raw -38258347.492626 + Penalty 4173.848182 = -38254173.644444
  nChanged 6328
		SP:Iteration 17Q (646.870000 sec): 3 clusters
  Score: Raw -38259687.067397 + Penalty 4173.848182 = -38255513.219214
  nChanged 5577
		SP:Iteration 18Q (648.650000 sec): 3 clusters
  Score: Raw -38260736.713976 + Penalty 4173.848182 = -38256562.865794
  nChanged 4703
		SP:Iteration 19Q (650.530000 sec): 3 clusters
  Score: Raw -38261518.657528 + Penalty 4173.848182 = -38257344.809346
  nChanged 4065
		SP:Iteration 20F (652.400000 sec): 3 clusters
  Score: Raw -38262107.781352 + Penalty 4173.848182 = -38257933.933170
  nChanged 3401
		SP:Iteration 21Q (654.770000 sec): 3 clusters
  Score: Raw -38262547.622731 + Penalty 4173.848182 = -38258373.774549
  nChanged 2985
		SP:Iteration 22Q (656.600000 sec): 3 clusters
  Score: Raw -38262889.220198 + Penalty 4173.848182 = -38258715.372015
  nChanged 2609
		SP:Iteration 23Q (658.440000 sec): 3 clusters
  Score: Raw -38263158.916548 + Penalty 4173.848182 = -38258985.068366
  nChanged 2264
		SP:Iteration 24Q (660.340000 sec): 3 clusters
  Score: Raw -38263367.519254 + Penalty 4173.848182 = -38259193.671072
  nChanged 1904
		SP:Iteration 25Q (662.110000 sec): 3 clusters
  Score: Raw -38263525.494326 + Penalty 4173.848182 = -38259351.646143
  nChanged 1712
		SP:Iteration 26Q (663.810000 sec): 3 clusters
  Score: Raw -38263655.494361 + Penalty 4173.848182 = -38259481.646179
  nChanged 1511
		SP:Iteration 27Q (665.530000 sec): 3 clusters
  Score: Raw -38263755.317768 + Penalty 4173.848182 = -38259581.469586
  nChanged 1322
		SP:Iteration 28Q (667.230000 sec): 3 clusters
  Score: Raw -38263833.236405 + Penalty 4173.848182 = -38259659.388223
  nChanged 1115
		SP:Iteration 29Q (668.900000 sec): 3 clusters
  Score: Raw -38263890.263471 + Penalty 4173.848182 = -38259716.415288
  nChanged 931
		SP:Iteration 30Q (670.850000 sec): 3 clusters
  Score: Raw -38263931.506785 + Penalty 4173.848182 = -38259757.658603
  nChanged 798
		SP:Iteration 31Q (672.570000 sec): 3 clusters
  Score: Raw -38263964.605449 + Penalty 4173.848182 = -38259790.757266
  nChanged 707
		SP:Iteration 32Q (674.550000 sec): 3 clusters
  Score: Raw -38263991.731927 + Penalty 4173.848182 = -38259817.883745
  nChanged 592
		SP:Iteration 33Q (676.410000 sec): 3 clusters
  Score: Raw -38264012.062124 + Penalty 4173.848182 = -38259838.213942
  nChanged 496
		SP:Iteration 34Q (677.950000 sec): 3 clusters
  Score: Raw -38264027.210218 + Penalty 4173.848182 = -38259853.362036
  nChanged 435
		SP:Iteration 35Q (679.690000 sec): 3 clusters
  Score: Raw -38264039.995701 + Penalty 4173.848182 = -38259866.147519
  nChanged 391
		SP:Iteration 36Q (681.420000 sec): 3 clusters
  Score: Raw -38264050.334689 + Penalty 4173.848182 = -38259876.486506
  nChanged 348
		SP:Iteration 37Q (683.220000 sec): 3 clusters
  Score: Raw -38264058.691869 + Penalty 4173.848182 = -38259884.843687
  nChanged 306
		SP:Iteration 38Q (684.920000 sec): 3 clusters
  Score: Raw -38264066.217215 + Penalty 4173.848182 = -38259892.369032
  nChanged 286
		SP:Iteration 39Q (687.060000 sec): 3 clusters
  Score: Raw -38264072.718809 + Penalty 4173.848182 = -38259898.870627
  nChanged 241
		SP:Iteration 40F (689.310000 sec): 3 clusters
  Score: Raw -38264077.971328 + Penalty 4173.848182 = -38259904.123146
  nChanged 221
		SP:Iteration 41Q (691.480000 sec): 3 clusters
  Score: Raw -38264082.509419 + Penalty 4173.848182 = -38259908.661236
  nChanged 196
		SP:Iteration 42Q (693.130000 sec): 3 clusters
  Score: Raw -38264086.538025 + Penalty 4173.848182 = -38259912.689843
  nChanged 188
		SP:Iteration 43Q (694.730000 sec): 3 clusters
  Score: Raw -38264090.336564 + Penalty 4173.848182 = -38259916.488382
  nChanged 168
		SP:Iteration 44Q (696.610000 sec): 3 clusters
  Score: Raw -38264093.554440 + Penalty 4173.848182 = -38259919.706258
  nChanged 170
		SP:Iteration 45Q (698.300000 sec): 3 clusters
  Score: Raw -38264096.580182 + Penalty 4173.848182 = -38259922.731999
  nChanged 150
		SP:Iteration 46Q (700.020000 sec): 3 clusters
  Score: Raw -38264099.500207 + Penalty 4173.848182 = -38259925.652025
  nChanged 140
		SP:Iteration 47Q (701.710000 sec): 3 clusters
  Score: Raw -38264102.303972 + Penalty 4173.848182 = -38259928.455790
  nChanged 139
		SP:Iteration 48Q (703.420000 sec): 3 clusters
  Score: Raw -38264104.802547 + Penalty 4173.848182 = -38259930.954365
  nChanged 131
		SP:Iteration 49Q (705.340000 sec): 3 clusters
  Score: Raw -38264106.834980 + Penalty 4173.848182 = -38259932.986798
  nChanged 110
		SP:Iteration 50Q (707.360000 sec): 3 clusters
  Score: Raw -38264108.615946 + Penalty 4173.848182 = -38259934.767764
  nChanged 109
		SP:Iteration 51Q (709.440000 sec): 3 clusters
  Score: Raw -38264110.175847 + Penalty 4173.848182 = -38259936.327665
  nChanged 105
		SP:Iteration 52Q (711.310000 sec): 3 clusters
  Score: Raw -38264111.632973 + Penalty 4173.848182 = -38259937.784791
  nChanged 97
		SP:Iteration 53Q (713.000000 sec): 3 clusters
  Score: Raw -38264112.921277 + Penalty 4173.848182 = -38259939.073094
  nChanged 92
		SP:Iteration 54Q (714.750000 sec): 3 clusters
  Score: Raw -38264114.127675 + Penalty 4173.848182 = -38259940.279492
  nChanged 77
		SP:Iteration 55Q (716.420000 sec): 3 clusters
  Score: Raw -38264115.175824 + Penalty 4173.848182 = -38259941.327642
  nChanged 86
		SP:Iteration 56Q (717.910000 sec): 3 clusters
  Score: Raw -38264116.316736 + Penalty 4173.848182 = -38259942.468554
  nChanged 80
		SP:Iteration 57Q (719.590000 sec): 3 clusters
  Score: Raw -38264117.339917 + Penalty 4173.848182 = -38259943.491735
  nChanged 79
		SP:Iteration 58Q (721.790000 sec): 3 clusters
  Score: Raw -38264118.417951 + Penalty 4173.848182 = -38259944.569769
  nChanged 92
		SP:Iteration 59Q (723.760000 sec): 3 clusters
  Score: Raw -38264119.629147 + Penalty 4173.848182 = -38259945.780965
  nChanged 84
		SP:Iteration 60F (725.730000 sec): 3 clusters
  Score: Raw -38264120.932671 + Penalty 4173.848182 = -38259947.084489
  nChanged 82
		SP:Iteration 61Q (727.770000 sec): 3 clusters
  Score: Raw -38264122.414764 + Penalty 4173.848182 = -38259948.566582
  nChanged 78
		SP:Iteration 62Q (729.580000 sec): 3 clusters
  Score: Raw -38264123.670682 + Penalty 4173.848182 = -38259949.822500
  nChanged 75
		SP:Iteration 63Q (731.590000 sec): 3 clusters
  Score: Raw -38264124.578928 + Penalty 4173.848182 = -38259950.730745
  nChanged 54
		SP:Iteration 64Q (733.500000 sec): 3 clusters
  Score: Raw -38264125.237207 + Penalty 4173.848182 = -38259951.389024
  nChanged 64
		SP:Iteration 65Q (735.490000 sec): 3 clusters
  Score: Raw -38264126.104676 + Penalty 4173.848182 = -38259952.256494
  nChanged 70
		SP:Iteration 66Q (737.420000 sec): 3 clusters
  Score: Raw -38264126.983992 + Penalty 4173.848182 = -38259953.135809
  nChanged 68
		SP:Iteration 67Q (739.280000 sec): 3 clusters
  Score: Raw -38264127.785164 + Penalty 4173.848182 = -38259953.936982
  nChanged 60
		SP:Iteration 68Q (741.220000 sec): 3 clusters
  Score: Raw -38264128.397779 + Penalty 4173.848182 = -38259954.549597
  nChanged 59
		SP:Iteration 69Q (743.180000 sec): 3 clusters
  Score: Raw -38264128.929144 + Penalty 4173.848182 = -38259955.080962
  nChanged 45
		SP:Iteration 70Q (745.090000 sec): 3 clusters
  Score: Raw -38264129.337261 + Penalty 4173.848182 = -38259955.489078
  nChanged 40
		SP:Iteration 71Q (746.940000 sec): 3 clusters
  Score: Raw -38264129.814889 + Penalty 4173.848182 = -38259955.966707
  nChanged 57
		SP:Iteration 72Q (749.010000 sec): 3 clusters
  Score: Raw -38264130.530293 + Penalty 4173.848182 = -38259956.682111
  nChanged 58
		SP:Iteration 73Q (751.080000 sec): 3 clusters
  Score: Raw -38264131.356516 + Penalty 4173.848182 = -38259957.508334
  nChanged 67
		SP:Iteration 74Q (752.930000 sec): 3 clusters
  Score: Raw -38264132.302727 + Penalty 4173.848182 = -38259958.454545
  nChanged 70
		SP:Iteration 75Q (754.850000 sec): 3 clusters
  Score: Raw -38264133.191757 + Penalty 4173.848182 = -38259959.343575
  nChanged 62
		SP:Iteration 76Q (756.890000 sec): 3 clusters
  Score: Raw -38264133.928664 + Penalty 4173.848182 = -38259960.080482
  nChanged 57
		SP:Iteration 77Q (758.690000 sec): 3 clusters
  Score: Raw -38264134.616771 + Penalty 4173.848182 = -38259960.768589
  nChanged 54
		SP:Iteration 78Q (760.650000 sec): 3 clusters
  Score: Raw -38264135.269524 + Penalty 4173.848182 = -38259961.421341
  nChanged 61
		SP:Iteration 79Q (762.600000 sec): 3 clusters
  Score: Raw -38264135.906580 + Penalty 4173.848182 = -38259962.058398
  nChanged 59
		SP:Iteration 80F (764.440000 sec): 3 clusters
  Score: Raw -38264136.482827 + Penalty 4173.848182 = -38259962.634645
  nChanged 43
		SP:Iteration 81Q (766.370000 sec): 3 clusters
  Score: Raw -38264136.868720 + Penalty 4173.848182 = -38259963.020538
  nChanged 36
		SP:Iteration 82Q (768.480000 sec): 3 clusters
  Score: Raw -38264137.137197 + Penalty 4173.848182 = -38259963.289015
  nChanged 26
		SP:Iteration 83Q (770.500000 sec): 3 clusters
  Score: Raw -38264137.309832 + Penalty 4173.848182 = -38259963.461650
  nChanged 27
		SP:Iteration 84Q (772.400000 sec): 3 clusters
  Score: Raw -38264137.527349 + Penalty 4173.848182 = -38259963.679167
  nChanged 31
		SP:Iteration 85Q (774.220000 sec): 3 clusters
  Score: Raw -38264137.796137 + Penalty 4173.848182 = -38259963.947955
  nChanged 33
		SP:Iteration 86Q (776.090000 sec): 3 clusters
  Score: Raw -38264138.024931 + Penalty 4173.848182 = -38259964.176748
  nChanged 17
		SP:Iteration 87Q (778.020000 sec): 3 clusters
  Score: Raw -38264138.169977 + Penalty 4173.848182 = -38259964.321795
  nChanged 17
		SP:Iteration 88Q (780.130000 sec): 3 clusters
  Score: Raw -38264138.283630 + Penalty 4173.848182 = -38259964.435448
  nChanged 10
		SP:Iteration 89Q (782.240000 sec): 3 clusters
  Score: Raw -38264138.345672 + Penalty 4173.848182 = -38259964.497490
  nChanged 6
		SP:Iteration 90Q (783.960000 sec): 3 clusters
  Score: Raw -38264138.379212 + Penalty 4173.848182 = -38259964.531030
  nChanged 7
		SP:Iteration 91Q (786.310000 sec): 3 clusters
  Score: Raw -38264138.408493 + Penalty 4173.848182 = -38259964.560311
  nChanged 4
		SP:Iteration 92Q (788.700000 sec): 3 clusters
  Score: Raw -38264138.434131 + Penalty 4173.848182 = -38259964.585949
  nChanged 5
		SP:Iteration 93Q (790.810000 sec): 3 clusters
  Score: Raw -38264138.455866 + Penalty 4173.848182 = -38259964.607684
  nChanged 3
		SP:Iteration 94Q (793.130000 sec): 3 clusters
  Score: Raw -38264138.469640 + Penalty 4173.848182 = -38259964.621458
  nChanged 4
		SP:Iteration 95Q (794.790000 sec): 3 clusters
  Score: Raw -38264138.487070 + Penalty 4173.848182 = -38259964.638887
  nChanged 4
		SP:Iteration 96Q (796.590000 sec): 3 clusters
  Score: Raw -38264138.506582 + Penalty 4173.848182 = -38259964.658400
  nChanged 3
		SP:Iteration 97Q (798.710000 sec): 3 clusters
  Score: Raw -38264138.520093 + Penalty 4173.848182 = -38259964.671911
  nChanged 1
		SP:Iteration 98Q (800.470000 sec): 3 clusters
  Score: Raw -38264138.524976 + Penalty 4173.848182 = -38259964.676794
  nChanged 0
		SP:Iteration 99F (803.130000 sec): 3 clusters
  Score: Raw -38264138.524976 + Penalty 4173.848182 = -38259964.676794
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 18.
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 2 (71067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (803.620000 sec): 2 clusters
  Score: Raw -6380277.590010 + Penalty 1815.348986 = -6378462.241024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (804.310000 sec): 3 clusters
  Score: Raw -6334790.014217 + Penalty 3630.697971 = -6331159.316246
  nChanged 33697
		SP:Iteration 1F (804.910000 sec): 3 clusters
  Score: Raw -6360428.933876 + Penalty 3630.697971 = -6356798.235905
  nChanged 7157
		SP:Iteration 2F (805.500000 sec): 3 clusters
  Score: Raw -6368745.860376 + Penalty 3630.697971 = -6365115.162405
  nChanged 7610
		SP:Iteration 3F (805.980000 sec): 3 clusters
  Score: Raw -6379636.063842 + Penalty 3630.697971 = -6376005.365871
  nChanged 6524
		SP:Iteration 4F (806.550000 sec): 3 clusters
  Score: Raw -6386963.145383 + Penalty 3630.697971 = -6383332.447412
  nChanged 4494
		SP:Iteration 5F (807.050000 sec): 3 clusters
  Score: Raw -6391389.861837 + Penalty 3630.697971 = -6387759.163866
  nChanged 3025
		SP:Iteration 6Q (807.650000 sec): 3 clusters
  Score: Raw -6394253.760759 + Penalty 3630.697971 = -6390623.062787
  nChanged 2116
		SP:Iteration 7Q (808.160000 sec): 3 clusters
  Score: Raw -6396055.984807 + Penalty 3630.697971 = -6392425.286835
  nChanged 1583
		SP:Iteration 8Q (808.680000 sec): 3 clusters
  Score: Raw -6397300.719725 + Penalty 3630.697971 = -6393670.021753
  nChanged 1270
		SP:Iteration 9Q (809.230000 sec): 3 clusters
  Score: Raw -6398200.282381 + Penalty 3630.697971 = -6394569.584410
  nChanged 1017
		SP:Iteration 10Q (809.820000 sec): 3 clusters
  Score: Raw -6398846.067123 + Penalty 3630.697971 = -6395215.369152
  nChanged 780
		SP:Iteration 11Q (810.310000 sec): 3 clusters
  Score: Raw -6399272.762220 + Penalty 3630.697971 = -6395642.064249
  nChanged 561
		SP:Iteration 12Q (810.930000 sec): 3 clusters
  Score: Raw -6399574.335138 + Penalty 3630.697971 = -6395943.637167
  nChanged 403
		SP:Iteration 13Q (811.470000 sec): 3 clusters
  Score: Raw -6399747.601886 + Penalty 3630.697971 = -6396116.903915
  nChanged 277
		SP:Iteration 14Q (812.020000 sec): 3 clusters
  Score: Raw -6399830.155093 + Penalty 3630.697971 = -6396199.457121
  nChanged 185
		SP:Iteration 15Q (812.550000 sec): 3 clusters
  Score: Raw -6399870.743549 + Penalty 3630.697971 = -6396240.045577
  nChanged 142
		SP:Iteration 16Q (813.060000 sec): 3 clusters
  Score: Raw -6399889.539394 + Penalty 3630.697971 = -6396258.841423
  nChanged 115
		SP:Iteration 17Q (813.610000 sec): 3 clusters
  Score: Raw -6399903.197014 + Penalty 3630.697971 = -6396272.499043
  nChanged 80
		SP:Iteration 18Q (814.040000 sec): 3 clusters
  Score: Raw -6399909.723773 + Penalty 3630.697971 = -6396279.025802
  nChanged 56
		SP:Iteration 19Q (814.610000 sec): 3 clusters
  Score: Raw -6399913.486255 + Penalty 3630.697971 = -6396282.788283
  nChanged 45
		SP:Iteration 20F (815.120000 sec): 3 clusters
  Score: Raw -6399917.845593 + Penalty 3630.697971 = -6396287.147622
  nChanged 32
		SP:Iteration 21Q (815.690000 sec): 3 clusters
  Score: Raw -6399920.077541 + Penalty 3630.697971 = -6396289.379570
  nChanged 23
		SP:Iteration 22Q (816.220000 sec): 3 clusters
  Score: Raw -6399921.089452 + Penalty 3630.697971 = -6396290.391480
  nChanged 15
		SP:Iteration 23Q (816.810000 sec): 3 clusters
  Score: Raw -6399921.768045 + Penalty 3630.697971 = -6396291.070074
  nChanged 10
		SP:Iteration 24Q (817.410000 sec): 3 clusters
  Score: Raw -6399922.252288 + Penalty 3630.697971 = -6396291.554317
  nChanged 11
		SP:Iteration 25Q (817.850000 sec): 3 clusters
  Score: Raw -6399922.782405 + Penalty 3630.697971 = -6396292.084433
  nChanged 10
		SP:Iteration 26Q (818.490000 sec): 3 clusters
  Score: Raw -6399923.400111 + Penalty 3630.697971 = -6396292.702140
  nChanged 13
		SP:Iteration 27Q (819.060000 sec): 3 clusters
  Score: Raw -6399924.223776 + Penalty 3630.697971 = -6396293.525805
  nChanged 8
		SP:Iteration 28Q (819.600000 sec): 3 clusters
  Score: Raw -6399924.486619 + Penalty 3630.697971 = -6396293.788648
  nChanged 2
		SP:Iteration 29Q (820.120000 sec): 3 clusters
  Score: Raw -6399924.578179 + Penalty 3630.697971 = -6396293.880208
  nChanged 3
		SP:Iteration 30Q (820.650000 sec): 3 clusters
  Score: Raw -6399924.706018 + Penalty 3630.697971 = -6396294.008047
  nChanged 2
		SP:Iteration 31Q (821.120000 sec): 3 clusters
  Score: Raw -6399924.765669 + Penalty 3630.697971 = -6396294.067697
  nChanged 0
		SP:Iteration 32F (821.740000 sec): 3 clusters
  Score: Raw -6399924.765669 + Penalty 3630.697971 = -6396294.067697
  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 8.59 GB.

 Trying to split cluster 3 (40800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (821.970000 sec): 2 clusters
  Score: Raw -4127824.398636 + Penalty 1725.171071 = -4126099.227565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (822.330000 sec): 3 clusters
  Score: Raw -4102232.489865 + Penalty 3450.342142 = -4098782.147723
  nChanged 19181
		SP:Iteration 1F (822.710000 sec): 3 clusters
  Score: Raw -4117229.061398 + Penalty 3450.342142 = -4113778.719256
  nChanged 4413
		SP:Iteration 2F (823.060000 sec): 3 clusters
  Score: Raw -4124273.133568 + Penalty 3450.342142 = -4120822.791426
  nChanged 4888
		SP:Iteration 3F (823.470000 sec): 3 clusters
  Score: Raw -4130614.101214 + Penalty 3450.342142 = -4127163.759072
  nChanged 3891
		SP:Iteration 4F (823.850000 sec): 3 clusters
  Score: Raw -4134982.576650 + Penalty 3450.342142 = -4131532.234508
  nChanged 2805
		SP:Iteration 5F (824.290000 sec): 3 clusters
  Score: Raw -4138255.412489 + Penalty 3450.342142 = -4134805.070347
  nChanged 2084
		SP:Iteration 6F (824.640000 sec): 3 clusters
  Score: Raw -4140487.108740 + Penalty 3450.342142 = -4137036.766598
  nChanged 1561
		SP:Iteration 7Q (825.090000 sec): 3 clusters
  Score: Raw -4141528.600184 + Penalty 3450.342142 = -4138078.258041
  nChanged 1186
		SP:Iteration 8Q (825.400000 sec): 3 clusters
  Score: Raw -4142204.285082 + Penalty 3450.342142 = -4138753.942940
  nChanged 1047
		SP:Iteration 9Q (825.770000 sec): 3 clusters
  Score: Raw -4142776.143423 + Penalty 3450.342142 = -4139325.801281
  nChanged 952
		SP:Iteration 10Q (826.160000 sec): 3 clusters
  Score: Raw -4143268.490241 + Penalty 3450.342142 = -4139818.148099
  nChanged 881
		SP:Iteration 11Q (826.500000 sec): 3 clusters
  Score: Raw -4143730.816766 + Penalty 3450.342142 = -4140280.474624
  nChanged 819
		SP:Iteration 12Q (826.940000 sec): 3 clusters
  Score: Raw -4144126.494055 + Penalty 3450.342142 = -4140676.151913
  nChanged 671
		SP:Iteration 13Q (827.360000 sec): 3 clusters
  Score: Raw -4144408.472912 + Penalty 3450.342142 = -4140958.130770
  nChanged 556
		SP:Iteration 14Q (827.730000 sec): 3 clusters
  Score: Raw -4144601.372833 + Penalty 3450.342142 = -4141151.030691
  nChanged 411
		SP:Iteration 15Q (828.070000 sec): 3 clusters
  Score: Raw -4144714.767669 + Penalty 3450.342142 = -4141264.425527
  nChanged 327
		SP:Iteration 16Q (828.430000 sec): 3 clusters
  Score: Raw -4144779.467436 + Penalty 3450.342142 = -4141329.125293
  nChanged 219
		SP:Iteration 17Q (828.830000 sec): 3 clusters
  Score: Raw -4144813.657010 + Penalty 3450.342142 = -4141363.314867
  nChanged 167
		SP:Iteration 18Q (829.190000 sec): 3 clusters
  Score: Raw -4144836.141224 + Penalty 3450.342142 = -4141385.799082
  nChanged 128
		SP:Iteration 19Q (829.550000 sec): 3 clusters
  Score: Raw -4144853.017584 + Penalty 3450.342142 = -4141402.675442
  nChanged 101
		SP:Iteration 20F (829.910000 sec): 3 clusters
  Score: Raw -4144866.485767 + Penalty 3450.342142 = -4141416.143625
  nChanged 100
		SP:Iteration 21Q (830.300000 sec): 3 clusters
  Score: Raw -4144875.853080 + Penalty 3450.342142 = -4141425.510938
  nChanged 87
		SP:Iteration 22Q (830.660000 sec): 3 clusters
  Score: Raw -4144883.051244 + Penalty 3450.342142 = -4141432.709102
  nChanged 103
		SP:Iteration 23Q (831.020000 sec): 3 clusters
  Score: Raw -4144891.937582 + Penalty 3450.342142 = -4141441.595440
  nChanged 102
		SP:Iteration 24Q (831.410000 sec): 3 clusters
  Score: Raw -4144901.965562 + Penalty 3450.342142 = -4141451.623420
  nChanged 107
		SP:Iteration 25Q (831.770000 sec): 3 clusters
  Score: Raw -4144914.023763 + Penalty 3450.342142 = -4141463.681621
  nChanged 135
		SP:Iteration 26Q (832.150000 sec): 3 clusters
  Score: Raw -4144929.695600 + Penalty 3450.342142 = -4141479.353458
  nChanged 148
		SP:Iteration 27Q (832.540000 sec): 3 clusters
  Score: Raw -4144949.112620 + Penalty 3450.342142 = -4141498.770478
  nChanged 172
		SP:Iteration 28Q (832.880000 sec): 3 clusters
  Score: Raw -4144975.429239 + Penalty 3450.342142 = -4141525.087097
  nChanged 186
		SP:Iteration 29Q (833.300000 sec): 3 clusters
  Score: Raw -4145004.721823 + Penalty 3450.342142 = -4141554.379681
  nChanged 225
		SP:Iteration 30Q (833.740000 sec): 3 clusters
  Score: Raw -4145048.405578 + Penalty 3450.342142 = -4141598.063435
  nChanged 290
		SP:Iteration 31Q (834.090000 sec): 3 clusters
  Score: Raw -4145114.636369 + Penalty 3450.342142 = -4141664.294227
  nChanged 304
		SP:Iteration 32Q (834.500000 sec): 3 clusters
  Score: Raw -4145196.718670 + Penalty 3450.342142 = -4141746.376528
  nChanged 363
		SP:Iteration 33Q (834.970000 sec): 3 clusters
  Score: Raw -4145311.431356 + Penalty 3450.342142 = -4141861.089214
  nChanged 396
		SP:Iteration 34Q (835.360000 sec): 3 clusters
  Score: Raw -4145464.145633 + Penalty 3450.342142 = -4142013.803491
  nChanged 454
		SP:Iteration 35Q (835.740000 sec): 3 clusters
  Score: Raw -4145671.919110 + Penalty 3450.342142 = -4142221.576968
  nChanged 532
		SP:Iteration 36Q (836.090000 sec): 3 clusters
  Score: Raw -4145970.198500 + Penalty 3450.342142 = -4142519.856358
  nChanged 545
		SP:Iteration 37Q (836.490000 sec): 3 clusters
  Score: Raw -4146333.783541 + Penalty 3450.342142 = -4142883.441399
  nChanged 564
		SP:Iteration 38Q (836.860000 sec): 3 clusters
  Score: Raw -4146785.006206 + Penalty 3450.342142 = -4143334.664064
  nChanged 537
		SP:Iteration 39Q (837.240000 sec): 3 clusters
  Score: Raw -4147231.620664 + Penalty 3450.342142 = -4143781.278522
  nChanged 426
		SP:Iteration 40F (837.670000 sec): 3 clusters
  Score: Raw -4147504.665714 + Penalty 3450.342142 = -4144054.323571
  nChanged 243
		SP:Iteration 41Q (838.090000 sec): 3 clusters
  Score: Raw -4147603.523458 + Penalty 3450.342142 = -4144153.181316
  nChanged 149
		SP:Iteration 42Q (838.410000 sec): 3 clusters
  Score: Raw -4147641.391261 + Penalty 3450.342142 = -4144191.049119
  nChanged 77
		SP:Iteration 43Q (838.820000 sec): 3 clusters
  Score: Raw -4147651.691705 + Penalty 3450.342142 = -4144201.349563
  nChanged 36
		SP:Iteration 44Q (839.240000 sec): 3 clusters
  Score: Raw -4147655.088509 + Penalty 3450.342142 = -4144204.746367
  nChanged 19
		SP:Iteration 45Q (839.580000 sec): 3 clusters
  Score: Raw -4147656.408448 + Penalty 3450.342142 = -4144206.066306
  nChanged 8
		SP:Iteration 46Q (839.950000 sec): 3 clusters
  Score: Raw -4147656.633533 + Penalty 3450.342142 = -4144206.291391
  nChanged 3
		SP:Iteration 47Q (840.250000 sec): 3 clusters
  Score: Raw -4147656.752256 + Penalty 3450.342142 = -4144206.410114
  nChanged 1
		SP:Iteration 48Q (840.640000 sec): 3 clusters
  Score: Raw -4147656.777209 + Penalty 3450.342142 = -4144206.435067
  nChanged 0
		SP:Iteration 49F (841.030000 sec): 3 clusters
  Score: Raw -4147656.777209 + Penalty 3450.342142 = -4144206.435067
  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 8.59 GB.

 Trying to split cluster 4 (5203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (841.120000 sec): 2 clusters
  Score: Raw -427927.549278 + Penalty 1390.510982 = -426537.038296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (841.260000 sec): 3 clusters
  Score: Raw -425798.933455 + Penalty 2781.021965 = -423017.911490
  nChanged 2181
		SP:Iteration 1F (841.400000 sec): 3 clusters
  Score: Raw -431403.102616 + Penalty 2781.021965 = -428622.080651
  nChanged 974
		SP:Iteration 2F (841.550000 sec): 3 clusters
  Score: Raw -434928.398776 + Penalty 2781.021965 = -432147.376812
  nChanged 437
		SP:Iteration 3F (841.690000 sec): 3 clusters
  Score: Raw -437065.311457 + Penalty 2781.021965 = -434284.289492
  nChanged 217
		SP:Iteration 4Q (841.880000 sec): 3 clusters
  Score: Raw -437566.176239 + Penalty 2781.021965 = -434785.154274
  nChanged 128
		SP:Iteration 5Q (842.100000 sec): 3 clusters
  Score: Raw -437742.241077 + Penalty 2781.021965 = -434961.219112
  nChanged 73
		SP:Iteration 6Q (842.280000 sec): 3 clusters
  Score: Raw -437805.296958 + Penalty 2781.021965 = -435024.274993
  nChanged 57
		SP:Iteration 7Q (842.480000 sec): 3 clusters
  Score: Raw -437840.707412 + Penalty 2781.021965 = -435059.685447
  nChanged 32
		SP:Iteration 8Q (842.670000 sec): 3 clusters
  Score: Raw -437854.890463 + Penalty 2781.021965 = -435073.868498
  nChanged 18
		SP:Iteration 9Q (842.840000 sec): 3 clusters
  Score: Raw -437859.355143 + Penalty 2781.021965 = -435078.333179
  nChanged 6
		SP:Iteration 10Q (843.040000 sec): 3 clusters
  Score: Raw -437861.903972 + Penalty 2781.021965 = -435080.882007
  nChanged 5
		SP:Iteration 11Q (843.220000 sec): 3 clusters
  Score: Raw -437862.761361 + Penalty 2781.021965 = -435081.739396
  nChanged 1
		SP:Iteration 12Q (843.410000 sec): 3 clusters
  Score: Raw -437863.430983 + Penalty 2781.021965 = -435082.409018
  nChanged 2
		SP:Iteration 13Q (843.590000 sec): 3 clusters
  Score: Raw -437863.733909 + Penalty 2781.021965 = -435082.711944
  nChanged 3
		SP:Iteration 14Q (843.820000 sec): 3 clusters
  Score: Raw -437866.864276 + Penalty 2781.021965 = -435085.842311
  nChanged 3
		SP:Iteration 15Q (843.990000 sec): 3 clusters
  Score: Raw -437868.634661 + Penalty 2781.021965 = -435087.612696
  nChanged 4
		SP:Iteration 16Q (844.170000 sec): 3 clusters
  Score: Raw -437870.871278 + Penalty 2781.021965 = -435089.849313
  nChanged 4
		SP:Iteration 17Q (844.360000 sec): 3 clusters
  Score: Raw -437871.535293 + Penalty 2781.021965 = -435090.513328
  nChanged 0
		SP:Iteration 18F (844.540000 sec): 3 clusters
  Score: Raw -437871.535293 + Penalty 2781.021965 = -435090.513328
  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 8.59 GB.

 Trying to split cluster 5 (15959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (844.770000 sec): 2 clusters
  Score: Raw -1424539.632206 + Penalty 1572.638960 = -1422966.993247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (844.990000 sec): 3 clusters
  Score: Raw -1415136.059437 + Penalty 3145.277919 = -1411990.781518
  nChanged 7190
		SP:Iteration 1F (845.240000 sec): 3 clusters
  Score: Raw -1422084.046013 + Penalty 3145.277919 = -1418938.768094
  nChanged 2217
		SP:Iteration 2F (845.530000 sec): 3 clusters
  Score: Raw -1426205.748668 + Penalty 3145.277919 = -1423060.470749
  nChanged 2084
		SP:Iteration 3F (845.780000 sec): 3 clusters
  Score: Raw -1428657.348297 + Penalty 3145.277919 = -1425512.070378
  nChanged 1147
		SP:Iteration 4F (846.040000 sec): 3 clusters
  Score: Raw -1429591.012327 + Penalty 3145.277919 = -1426445.734408
  nChanged 621
		SP:Iteration 5Q (846.310000 sec): 3 clusters
  Score: Raw -1429993.364445 + Penalty 3145.277919 = -1426848.086526
  nChanged 477
		SP:Iteration 6Q (846.600000 sec): 3 clusters
  Score: Raw -1430308.306328 + Penalty 3145.277919 = -1427163.028409
  nChanged 380
		SP:Iteration 7Q (846.860000 sec): 3 clusters
  Score: Raw -1430565.993748 + Penalty 3145.277919 = -1427420.715829
  nChanged 275
		SP:Iteration 8Q (847.050000 sec): 3 clusters
  Score: Raw -1430719.043610 + Penalty 3145.277919 = -1427573.765691
  nChanged 200
		SP:Iteration 9Q (847.290000 sec): 3 clusters
  Score: Raw -1430814.841720 + Penalty 3145.277919 = -1427669.563801
  nChanged 158
		SP:Iteration 10Q (847.560000 sec): 3 clusters
  Score: Raw -1430871.041276 + Penalty 3145.277919 = -1427725.763357
  nChanged 118
		SP:Iteration 11Q (847.780000 sec): 3 clusters
  Score: Raw -1430906.798005 + Penalty 3145.277919 = -1427761.520086
  nChanged 95
		SP:Iteration 12Q (848.040000 sec): 3 clusters
  Score: Raw -1430934.343025 + Penalty 3145.277919 = -1427789.065106
  nChanged 76
		SP:Iteration 13Q (848.260000 sec): 3 clusters
  Score: Raw -1430954.596956 + Penalty 3145.277919 = -1427809.319037
  nChanged 57
		SP:Iteration 14Q (848.520000 sec): 3 clusters
  Score: Raw -1430971.331358 + Penalty 3145.277919 = -1427826.053439
  nChanged 42
		SP:Iteration 15Q (848.780000 sec): 3 clusters
  Score: Raw -1430986.102136 + Penalty 3145.277919 = -1427840.824217
  nChanged 45
		SP:Iteration 16Q (849.030000 sec): 3 clusters
  Score: Raw -1431000.098585 + Penalty 3145.277919 = -1427854.820666
  nChanged 36
		SP:Iteration 17Q (849.300000 sec): 3 clusters
  Score: Raw -1431006.269290 + Penalty 3145.277919 = -1427860.991371
  nChanged 17
		SP:Iteration 18Q (849.580000 sec): 3 clusters
  Score: Raw -1431009.025453 + Penalty 3145.277919 = -1427863.747534
  nChanged 19
		SP:Iteration 19Q (849.790000 sec): 3 clusters
  Score: Raw -1431012.183341 + Penalty 3145.277919 = -1427866.905422
  nChanged 13
		SP:Iteration 20F (850.020000 sec): 3 clusters
  Score: Raw -1431013.980387 + Penalty 3145.277919 = -1427868.702468
  nChanged 13
		SP:Iteration 21Q (850.250000 sec): 3 clusters
  Score: Raw -1431016.110818 + Penalty 3145.277919 = -1427870.832899
  nChanged 14
		SP:Iteration 22Q (850.480000 sec): 3 clusters
  Score: Raw -1431017.680002 + Penalty 3145.277919 = -1427872.402083
  nChanged 7
		SP:Iteration 23Q (850.700000 sec): 3 clusters
  Score: Raw -1431018.504327 + Penalty 3145.277919 = -1427873.226408
  nChanged 4
		SP:Iteration 24Q (851.000000 sec): 3 clusters
  Score: Raw -1431018.971157 + Penalty 3145.277919 = -1427873.693238
  nChanged 3
		SP:Iteration 25Q (851.220000 sec): 3 clusters
  Score: Raw -1431019.345213 + Penalty 3145.277919 = -1427874.067294
  nChanged 1
		SP:Iteration 26Q (851.510000 sec): 3 clusters
  Score: Raw -1431019.403201 + Penalty 3145.277919 = -1427874.125282
  nChanged 0
		SP:Iteration 27F (851.750000 sec): 3 clusters
  Score: Raw -1431019.403201 + Penalty 3145.277919 = -1427874.125282
  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 8.59 GB.

 Trying to split cluster 6 (61856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (852.090000 sec): 2 clusters
  Score: Raw -6347735.079834 + Penalty 1792.791712 = -6345942.288122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (852.560000 sec): 3 clusters
  Score: Raw -6308330.636102 + Penalty 3585.583424 = -6304745.052678
  nChanged 29260
		SP:Iteration 1F (853.100000 sec): 3 clusters
  Score: Raw -6325993.600017 + Penalty 3585.583424 = -6322408.016593
  nChanged 3721
		SP:Iteration 2F (853.580000 sec): 3 clusters
  Score: Raw -6328610.067502 + Penalty 3585.583424 = -6325024.484078
  nChanged 4640
		SP:Iteration 3F (854.090000 sec): 3 clusters
  Score: Raw -6332800.743276 + Penalty 3585.583424 = -6329215.159851
  nChanged 5415
		SP:Iteration 4F (854.510000 sec): 3 clusters
  Score: Raw -6338425.273317 + Penalty 3585.583424 = -6334839.689893
  nChanged 5531
		SP:Iteration 5F (855.010000 sec): 3 clusters
  Score: Raw -6344198.498920 + Penalty 3585.583424 = -6340612.915496
  nChanged 4691
		SP:Iteration 6F (855.410000 sec): 3 clusters
  Score: Raw -6348010.981918 + Penalty 3585.583424 = -6344425.398494
  nChanged 3310
		SP:Iteration 7F (855.900000 sec): 3 clusters
  Score: Raw -6349917.730690 + Penalty 3585.583424 = -6346332.147265
  nChanged 2255
		SP:Iteration 8Q (856.370000 sec): 3 clusters
  Score: Raw -6351130.645007 + Penalty 3585.583424 = -6347545.061583
  nChanged 1832
		SP:Iteration 9Q (856.950000 sec): 3 clusters
  Score: Raw -6352274.414458 + Penalty 3585.583424 = -6348688.831034
  nChanged 1771
		SP:Iteration 10Q (857.410000 sec): 3 clusters
  Score: Raw -6353614.040344 + Penalty 3585.583424 = -6350028.456920
  nChanged 1898
		SP:Iteration 11Q (857.830000 sec): 3 clusters
  Score: Raw -6355102.029292 + Penalty 3585.583424 = -6351516.445868
  nChanged 1980
		SP:Iteration 12Q (858.350000 sec): 3 clusters
  Score: Raw -6356669.783356 + Penalty 3585.583424 = -6353084.199932
  nChanged 1922
		SP:Iteration 13Q (858.810000 sec): 3 clusters
  Score: Raw -6358266.637861 + Penalty 3585.583424 = -6354681.054437
  nChanged 1898
		SP:Iteration 14Q (859.230000 sec): 3 clusters
  Score: Raw -6360092.505709 + Penalty 3585.583424 = -6356506.922285
  nChanged 1869
		SP:Iteration 15Q (859.690000 sec): 3 clusters
  Score: Raw -6362406.545741 + Penalty 3585.583424 = -6358820.962317
  nChanged 1921
		SP:Iteration 16Q (860.120000 sec): 3 clusters
  Score: Raw -6365493.135103 + Penalty 3585.583424 = -6361907.551679
  nChanged 2015
		SP:Iteration 17Q (860.630000 sec): 3 clusters
  Score: Raw -6369165.931032 + Penalty 3585.583424 = -6365580.347608
  nChanged 1858
		SP:Iteration 18Q (861.040000 sec): 3 clusters
  Score: Raw -6371726.240599 + Penalty 3585.583424 = -6368140.657175
  nChanged 1829
		SP:Iteration 19Q (861.460000 sec): 3 clusters
  Score: Raw -6373890.383774 + Penalty 3585.583424 = -6370304.800350
  nChanged 1829
		SP:Iteration 20F (861.980000 sec): 3 clusters
  Score: Raw -6376506.142081 + Penalty 3585.583424 = -6372920.558657
  nChanged 1883
		SP:Iteration 21Q (862.470000 sec): 3 clusters
  Score: Raw -6379571.735705 + Penalty 3585.583424 = -6375986.152281
  nChanged 1492
		SP:Iteration 22Q (862.920000 sec): 3 clusters
  Score: Raw -6381666.825551 + Penalty 3585.583424 = -6378081.242127
  nChanged 899
		SP:Iteration 23Q (863.270000 sec): 3 clusters
  Score: Raw -6382426.508878 + Penalty 3585.583424 = -6378840.925453
  nChanged 478
		SP:Iteration 24Q (863.760000 sec): 3 clusters
  Score: Raw -6382669.761097 + Penalty 3585.583424 = -6379084.177673
  nChanged 288
		SP:Iteration 25Q (864.240000 sec): 3 clusters
  Score: Raw -6382780.116700 + Penalty 3585.583424 = -6379194.533276
  nChanged 223
		SP:Iteration 26Q (864.720000 sec): 3 clusters
  Score: Raw -6382853.041292 + Penalty 3585.583424 = -6379267.457868
  nChanged 166
		SP:Iteration 27Q (865.130000 sec): 3 clusters
  Score: Raw -6382900.632544 + Penalty 3585.583424 = -6379315.049120
  nChanged 124
		SP:Iteration 28Q (865.580000 sec): 3 clusters
  Score: Raw -6382932.576639 + Penalty 3585.583424 = -6379346.993215
  nChanged 114
		SP:Iteration 29Q (865.960000 sec): 3 clusters
  Score: Raw -6382967.110098 + Penalty 3585.583424 = -6379381.526674
  nChanged 134
		SP:Iteration 30Q (866.400000 sec): 3 clusters
  Score: Raw -6383013.770573 + Penalty 3585.583424 = -6379428.187149
  nChanged 148
		SP:Iteration 31Q (866.850000 sec): 3 clusters
  Score: Raw -6383072.568308 + Penalty 3585.583424 = -6379486.984884
  nChanged 163
		SP:Iteration 32Q (867.240000 sec): 3 clusters
  Score: Raw -6383153.014521 + Penalty 3585.583424 = -6379567.431097
  nChanged 202
		SP:Iteration 33Q (867.700000 sec): 3 clusters
  Score: Raw -6383297.249384 + Penalty 3585.583424 = -6379711.665960
  nChanged 259
		SP:Iteration 34Q (868.110000 sec): 3 clusters
  Score: Raw -6383525.931967 + Penalty 3585.583424 = -6379940.348543
  nChanged 293
		SP:Iteration 35Q (868.620000 sec): 3 clusters
  Score: Raw -6383872.795943 + Penalty 3585.583424 = -6380287.212519
  nChanged 323
		SP:Iteration 36Q (869.090000 sec): 3 clusters
  Score: Raw -6384309.346824 + Penalty 3585.583424 = -6380723.763400
  nChanged 313
		SP:Iteration 37Q (869.530000 sec): 3 clusters
  Score: Raw -6384843.682438 + Penalty 3585.583424 = -6381258.099014
  nChanged 295
		SP:Iteration 38Q (869.890000 sec): 3 clusters
  Score: Raw -6385534.187166 + Penalty 3585.583424 = -6381948.603742
  nChanged 277
		SP:Iteration 39Q (870.450000 sec): 3 clusters
  Score: Raw -6386354.891805 + Penalty 3585.583424 = -6382769.308381
  nChanged 256
		SP:Iteration 40F (870.850000 sec): 3 clusters
  Score: Raw -6388034.715231 + Penalty 3585.583424 = -6384449.131807
  nChanged 480
		SP:Iteration 41Q (871.290000 sec): 3 clusters
  Score: Raw -6389327.777305 + Penalty 3585.583424 = -6385742.193881
  nChanged 286
		SP:Iteration 42Q (871.770000 sec): 3 clusters
  Score: Raw -6389512.318969 + Penalty 3585.583424 = -6385926.735544
  nChanged 155
		SP:Iteration 43Q (872.210000 sec): 3 clusters
  Score: Raw -6389564.400164 + Penalty 3585.583424 = -6385978.816740
  nChanged 86
		SP:Iteration 44Q (872.710000 sec): 3 clusters
  Score: Raw -6389581.514253 + Penalty 3585.583424 = -6385995.930829
  nChanged 56
		SP:Iteration 45Q (873.170000 sec): 3 clusters
  Score: Raw -6389588.783047 + Penalty 3585.583424 = -6386003.199623
  nChanged 33
		SP:Iteration 46Q (873.620000 sec): 3 clusters
  Score: Raw -6389591.342237 + Penalty 3585.583424 = -6386005.758813
  nChanged 25
		SP:Iteration 47Q (874.040000 sec): 3 clusters
  Score: Raw -6389593.143529 + Penalty 3585.583424 = -6386007.560105
  nChanged 19
		SP:Iteration 48Q (874.440000 sec): 3 clusters
  Score: Raw -6389594.331032 + Penalty 3585.583424 = -6386008.747608
  nChanged 17
		SP:Iteration 49Q (874.830000 sec): 3 clusters
  Score: Raw -6389595.404595 + Penalty 3585.583424 = -6386009.821171
  nChanged 16
		SP:Iteration 50Q (875.190000 sec): 3 clusters
  Score: Raw -6389596.520159 + Penalty 3585.583424 = -6386010.936734
  nChanged 14
		SP:Iteration 51Q (875.650000 sec): 3 clusters
  Score: Raw -6389597.243593 + Penalty 3585.583424 = -6386011.660168
  nChanged 10
		SP:Iteration 52Q (876.060000 sec): 3 clusters
  Score: Raw -6389597.903878 + Penalty 3585.583424 = -6386012.320453
  nChanged 13
		SP:Iteration 53Q (876.620000 sec): 3 clusters
  Score: Raw -6389598.553163 + Penalty 3585.583424 = -6386012.969739
  nChanged 9
		SP:Iteration 54Q (877.030000 sec): 3 clusters
  Score: Raw -6389598.973843 + Penalty 3585.583424 = -6386013.390418
  nChanged 8
		SP:Iteration 55Q (877.460000 sec): 3 clusters
  Score: Raw -6389599.314197 + Penalty 3585.583424 = -6386013.730773
  nChanged 6
		SP:Iteration 56Q (877.860000 sec): 3 clusters
  Score: Raw -6389599.550187 + Penalty 3585.583424 = -6386013.966763
  nChanged 4
		SP:Iteration 57Q (878.210000 sec): 3 clusters
  Score: Raw -6389599.693767 + Penalty 3585.583424 = -6386014.110343
  nChanged 2
		SP:Iteration 58Q (878.630000 sec): 3 clusters
  Score: Raw -6389599.755484 + Penalty 3585.583424 = -6386014.172059
  nChanged 1
		SP:Iteration 59Q (879.090000 sec): 3 clusters
  Score: Raw -6389599.797416 + Penalty 3585.583424 = -6386014.213992
  nChanged 0
		SP:Iteration 60F (879.530000 sec): 3 clusters
  Score: Raw -6389599.797416 + Penalty 3585.583424 = -6386014.213992
  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 8.59 GB.

 Trying to split cluster 7 (39262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (879.740000 sec): 2 clusters
  Score: Raw -3928521.042195 + Penalty 1718.927016 = -3926802.115178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (880.160000 sec): 3 clusters
  Score: Raw -3904055.685587 + Penalty 3437.854033 = -3900617.831554
  nChanged 18167
		SP:Iteration 1F (880.530000 sec): 3 clusters
  Score: Raw -3915898.441661 + Penalty 3437.854033 = -3912460.587628
  nChanged 3791
		SP:Iteration 2F (880.940000 sec): 3 clusters
  Score: Raw -3920811.193353 + Penalty 3437.854033 = -3917373.339320
  nChanged 4769
		SP:Iteration 3F (881.280000 sec): 3 clusters
  Score: Raw -3927118.705155 + Penalty 3437.854033 = -3923680.851122
  nChanged 3979
		SP:Iteration 4F (881.700000 sec): 3 clusters
  Score: Raw -3931095.085792 + Penalty 3437.854033 = -3927657.231759
  nChanged 2603
		SP:Iteration 5F (882.110000 sec): 3 clusters
  Score: Raw -3933076.281968 + Penalty 3437.854033 = -3929638.427935
  nChanged 1634
		SP:Iteration 6Q (882.540000 sec): 3 clusters
  Score: Raw -3934219.602771 + Penalty 3437.854033 = -3930781.748739
  nChanged 1270
		SP:Iteration 7Q (882.930000 sec): 3 clusters
  Score: Raw -3935473.754670 + Penalty 3437.854033 = -3932035.900637
  nChanged 1132
		SP:Iteration 8Q (883.320000 sec): 3 clusters
  Score: Raw -3939259.502648 + Penalty 3437.854033 = -3935821.648615
  nChanged 1014
		SP:Iteration 9Q (883.710000 sec): 3 clusters
  Score: Raw -3943536.300878 + Penalty 3437.854033 = -3940098.446845
  nChanged 1220
		SP:Iteration 10Q (884.090000 sec): 3 clusters
  Score: Raw -3944254.659207 + Penalty 3437.854033 = -3940816.805174
  nChanged 783
		SP:Iteration 11Q (884.490000 sec): 3 clusters
  Score: Raw -3944625.665952 + Penalty 3437.854033 = -3941187.811919
  nChanged 597
		SP:Iteration 12Q (884.890000 sec): 3 clusters
  Score: Raw -3944878.030055 + Penalty 3437.854033 = -3941440.176022
  nChanged 461
		SP:Iteration 13Q (885.310000 sec): 3 clusters
  Score: Raw -3945041.040248 + Penalty 3437.854033 = -3941603.186215
  nChanged 369
		SP:Iteration 14Q (885.660000 sec): 3 clusters
  Score: Raw -3945137.057816 + Penalty 3437.854033 = -3941699.203783
  nChanged 281
		SP:Iteration 15Q (886.050000 sec): 3 clusters
  Score: Raw -3945197.859310 + Penalty 3437.854033 = -3941760.005277
  nChanged 240
		SP:Iteration 16Q (886.400000 sec): 3 clusters
  Score: Raw -3945245.153768 + Penalty 3437.854033 = -3941807.299735
  nChanged 215
		SP:Iteration 17Q (886.750000 sec): 3 clusters
  Score: Raw -3945286.460601 + Penalty 3437.854033 = -3941848.606568
  nChanged 213
		SP:Iteration 18Q (887.150000 sec): 3 clusters
  Score: Raw -3945335.719324 + Penalty 3437.854033 = -3941897.865291
  nChanged 238
		SP:Iteration 19Q (887.490000 sec): 3 clusters
  Score: Raw -3945393.081177 + Penalty 3437.854033 = -3941955.227145
  nChanged 227
		SP:Iteration 20F (887.940000 sec): 3 clusters
  Score: Raw -3945445.634323 + Penalty 3437.854033 = -3942007.780290
  nChanged 239
		SP:Iteration 21Q (888.250000 sec): 3 clusters
  Score: Raw -3945501.695874 + Penalty 3437.854033 = -3942063.841841
  nChanged 246
		SP:Iteration 22Q (888.650000 sec): 3 clusters
  Score: Raw -3945560.955678 + Penalty 3437.854033 = -3942123.101645
  nChanged 239
		SP:Iteration 23Q (889.060000 sec): 3 clusters
  Score: Raw -3945619.903684 + Penalty 3437.854033 = -3942182.049651
  nChanged 260
		SP:Iteration 24Q (889.480000 sec): 3 clusters
  Score: Raw -3945684.906496 + Penalty 3437.854033 = -3942247.052464
  nChanged 278
		SP:Iteration 25Q (889.900000 sec): 3 clusters
  Score: Raw -3945759.186064 + Penalty 3437.854033 = -3942321.332031
  nChanged 290
		SP:Iteration 26Q (890.310000 sec): 3 clusters
  Score: Raw -3945846.900513 + Penalty 3437.854033 = -3942409.046480
  nChanged 305
		SP:Iteration 27Q (890.710000 sec): 3 clusters
  Score: Raw -3945939.694065 + Penalty 3437.854033 = -3942501.840032
  nChanged 292
		SP:Iteration 28Q (891.050000 sec): 3 clusters
  Score: Raw -3946039.186398 + Penalty 3437.854033 = -3942601.332365
  nChanged 322
		SP:Iteration 29Q (891.410000 sec): 3 clusters
  Score: Raw -3946157.205505 + Penalty 3437.854033 = -3942719.351472
  nChanged 328
		SP:Iteration 30Q (891.750000 sec): 3 clusters
  Score: Raw -3946290.706265 + Penalty 3437.854033 = -3942852.852232
  nChanged 355
		SP:Iteration 31Q (892.060000 sec): 3 clusters
  Score: Raw -3946442.203447 + Penalty 3437.854033 = -3943004.349414
  nChanged 348
		SP:Iteration 32Q (892.470000 sec): 3 clusters
  Score: Raw -3946590.784987 + Penalty 3437.854033 = -3943152.930954
  nChanged 345
		SP:Iteration 33Q (892.800000 sec): 3 clusters
  Score: Raw -3946749.256372 + Penalty 3437.854033 = -3943311.402339
  nChanged 342
		SP:Iteration 34Q (893.140000 sec): 3 clusters
  Score: Raw -3946935.729130 + Penalty 3437.854033 = -3943497.875097
  nChanged 351
		SP:Iteration 35Q (893.440000 sec): 3 clusters
  Score: Raw -3947126.038140 + Penalty 3437.854033 = -3943688.184107
  nChanged 322
		SP:Iteration 36Q (893.750000 sec): 3 clusters
  Score: Raw -3947295.187493 + Penalty 3437.854033 = -3943857.333460
  nChanged 266
		SP:Iteration 37Q (894.140000 sec): 3 clusters
  Score: Raw -3947432.381172 + Penalty 3437.854033 = -3943994.527140
  nChanged 216
		SP:Iteration 38Q (894.470000 sec): 3 clusters
  Score: Raw -3947533.976054 + Penalty 3437.854033 = -3944096.122021
  nChanged 186
		SP:Iteration 39Q (894.810000 sec): 3 clusters
  Score: Raw -3947621.272719 + Penalty 3437.854033 = -3944183.418686
  nChanged 138
		SP:Iteration 40F (895.130000 sec): 3 clusters
  Score: Raw -3947716.026201 + Penalty 3437.854033 = -3944278.172168
  nChanged 125
		SP:Iteration 41Q (895.550000 sec): 3 clusters
  Score: Raw -3947765.280958 + Penalty 3437.854033 = -3944327.426925
  nChanged 93
		SP:Iteration 42Q (895.850000 sec): 3 clusters
  Score: Raw -3947782.020085 + Penalty 3437.854033 = -3944344.166052
  nChanged 67
		SP:Iteration 43Q (896.200000 sec): 3 clusters
  Score: Raw -3947790.519485 + Penalty 3437.854033 = -3944352.665452
  nChanged 42
		SP:Iteration 44Q (896.540000 sec): 3 clusters
  Score: Raw -3947793.693787 + Penalty 3437.854033 = -3944355.839754
  nChanged 22
		SP:Iteration 45Q (896.910000 sec): 3 clusters
  Score: Raw -3947795.164437 + Penalty 3437.854033 = -3944357.310404
  nChanged 20
		SP:Iteration 46Q (897.310000 sec): 3 clusters
  Score: Raw -3947796.270417 + Penalty 3437.854033 = -3944358.416384
  nChanged 13
		SP:Iteration 47Q (897.650000 sec): 3 clusters
  Score: Raw -3947796.790633 + Penalty 3437.854033 = -3944358.936600
  nChanged 4
		SP:Iteration 48Q (898.000000 sec): 3 clusters
  Score: Raw -3947796.963528 + Penalty 3437.854033 = -3944359.109495
  nChanged 3
		SP:Iteration 49Q (898.340000 sec): 3 clusters
  Score: Raw -3947797.075800 + Penalty 3437.854033 = -3944359.221767
  nChanged 0
		SP:Iteration 50F (898.710000 sec): 3 clusters
  Score: Raw -3947797.075800 + Penalty 3437.854033 = -3944359.221767
  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 8.59 GB.

 Trying to split cluster 8 (118041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (899.230000 sec): 2 clusters
  Score: Raw -12275888.161123 + Penalty 1897.802936 = -12273990.358186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (899.900000 sec): 3 clusters
  Score: Raw -12198784.506547 + Penalty 3795.605873 = -12194988.900674
  nChanged 56523
		SP:Iteration 1F (900.670000 sec): 3 clusters
  Score: Raw -12231785.052691 + Penalty 3795.605873 = -12227989.446818
  nChanged 3770
		SP:Iteration 2Q (901.450000 sec): 3 clusters
  Score: Raw -12232730.195932 + Penalty 3795.605873 = -12228934.590059
  nChanged 4483
		SP:Iteration 3Q (902.240000 sec): 3 clusters
  Score: Raw -12234180.850415 + Penalty 3795.605873 = -12230385.244542
  nChanged 5690
		SP:Iteration 4Q (902.980000 sec): 3 clusters
  Score: Raw -12236648.971988 + Penalty 3795.605873 = -12232853.366115
  nChanged 7281
		SP:Iteration 5F (903.670000 sec): 3 clusters
  Score: Raw -12240864.466042 + Penalty 3795.605873 = -12237068.860169
  nChanged 8767
		SP:Iteration 6F (904.370000 sec): 3 clusters
  Score: Raw -12247181.765350 + Penalty 3795.605873 = -12243386.159477
  nChanged 9370
		SP:Iteration 7F (905.200000 sec): 3 clusters
  Score: Raw -12254868.835617 + Penalty 3795.605873 = -12251073.229745
  nChanged 8384
		SP:Iteration 8F (905.960000 sec): 3 clusters
  Score: Raw -12262140.130042 + Penalty 3795.605873 = -12258344.524170
  nChanged 6529
		SP:Iteration 9F (906.770000 sec): 3 clusters
  Score: Raw -12267865.126186 + Penalty 3795.605873 = -12264069.520314
  nChanged 4379
		SP:Iteration 10Q (907.540000 sec): 3 clusters
  Score: Raw -12271649.297815 + Penalty 3795.605873 = -12267853.691942
  nChanged 2701
		SP:Iteration 11Q (908.240000 sec): 3 clusters
  Score: Raw -12273970.703583 + Penalty 3795.605873 = -12270175.097710
  nChanged 1410
		SP:Iteration 12Q (908.940000 sec): 3 clusters
  Score: Raw -12275189.799385 + Penalty 3795.605873 = -12271394.193512
  nChanged 596
		SP:Iteration 13Q (909.610000 sec): 3 clusters
  Score: Raw -12275709.180795 + Penalty 3795.605873 = -12271913.574922
  nChanged 244
		SP:Iteration 14Q (910.310000 sec): 3 clusters
  Score: Raw -12275902.443781 + Penalty 3795.605873 = -12272106.837908
  nChanged 104
		SP:Iteration 15Q (910.980000 sec): 3 clusters
  Score: Raw -12276000.644118 + Penalty 3795.605873 = -12272205.038245
  nChanged 52
		SP:Iteration 16Q (911.610000 sec): 3 clusters
  Score: Raw -12276052.344744 + Penalty 3795.605873 = -12272256.738871
  nChanged 47
		SP:Iteration 17Q (912.190000 sec): 3 clusters
  Score: Raw -12276088.675833 + Penalty 3795.605873 = -12272293.069960
  nChanged 29
		SP:Iteration 18Q (912.790000 sec): 3 clusters
  Score: Raw -12276109.876463 + Penalty 3795.605873 = -12272314.270591
  nChanged 19
		SP:Iteration 19Q (913.440000 sec): 3 clusters
  Score: Raw -12276119.827604 + Penalty 3795.605873 = -12272324.221731
  nChanged 14
		SP:Iteration 20F (914.190000 sec): 3 clusters
  Score: Raw -12276129.364189 + Penalty 3795.605873 = -12272333.758316
  nChanged 10
		SP:Iteration 21Q (914.820000 sec): 3 clusters
  Score: Raw -12276137.769213 + Penalty 3795.605873 = -12272342.163340
  nChanged 7
		SP:Iteration 22Q (915.530000 sec): 3 clusters
  Score: Raw -12276143.907729 + Penalty 3795.605873 = -12272348.301856
  nChanged 8
		SP:Iteration 23Q (916.190000 sec): 3 clusters
  Score: Raw -12276150.492740 + Penalty 3795.605873 = -12272354.886867
  nChanged 5
		SP:Iteration 24Q (916.730000 sec): 3 clusters
  Score: Raw -12276153.983536 + Penalty 3795.605873 = -12272358.377663
  nChanged 0
		SP:Iteration 25F (917.390000 sec): 3 clusters
  Score: Raw -12276153.983536 + Penalty 3795.605873 = -12272358.377663
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (112566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (917.860000 sec): 2 clusters
  Score: Raw -11046274.834753 + Penalty 1890.085437 = -11044384.749317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (918.750000 sec): 3 clusters
  Score: Raw -10972795.112121 + Penalty 3780.170873 = -10969014.941247
  nChanged 53872
		SP:Iteration 1F (919.470000 sec): 3 clusters
  Score: Raw -11004708.779636 + Penalty 3780.170873 = -11000928.608763
  nChanged 5006
		SP:Iteration 2Q (920.340000 sec): 3 clusters
  Score: Raw -11006741.157425 + Penalty 3780.170873 = -11002960.986552
  nChanged 6458
		SP:Iteration 3F (921.000000 sec): 3 clusters
  Score: Raw -11010280.483245 + Penalty 3780.170873 = -11006500.312372
  nChanged 8050
		SP:Iteration 4F (921.710000 sec): 3 clusters
  Score: Raw -11015823.698330 + Penalty 3780.170873 = -11012043.527457
  nChanged 8641
		SP:Iteration 5F (922.390000 sec): 3 clusters
  Score: Raw -11022729.924780 + Penalty 3780.170873 = -11018949.753907
  nChanged 8197
		SP:Iteration 6F (923.140000 sec): 3 clusters
  Score: Raw -11029958.311970 + Penalty 3780.170873 = -11026178.141096
  nChanged 6513
		SP:Iteration 7F (923.950000 sec): 3 clusters
  Score: Raw -11036184.221392 + Penalty 3780.170873 = -11032404.050519
  nChanged 4404
		SP:Iteration 8Q (924.750000 sec): 3 clusters
  Score: Raw -11040691.391632 + Penalty 3780.170873 = -11036911.220758
  nChanged 2847
		SP:Iteration 9Q (925.460000 sec): 3 clusters
  Score: Raw -11043276.727187 + Penalty 3780.170873 = -11039496.556314
  nChanged 2017
		SP:Iteration 10Q (926.130000 sec): 3 clusters
  Score: Raw -11044563.213321 + Penalty 3780.170873 = -11040783.042447
  nChanged 1384
		SP:Iteration 11Q (926.820000 sec): 3 clusters
  Score: Raw -11045273.502921 + Penalty 3780.170873 = -11041493.332047
  nChanged 970
		SP:Iteration 12Q (927.600000 sec): 3 clusters
  Score: Raw -11045706.770863 + Penalty 3780.170873 = -11041926.599989
  nChanged 735
		SP:Iteration 13Q (928.370000 sec): 3 clusters
  Score: Raw -11045978.186309 + Penalty 3780.170873 = -11042198.015435
  nChanged 539
		SP:Iteration 14Q (929.130000 sec): 3 clusters
  Score: Raw -11046161.825009 + Penalty 3780.170873 = -11042381.654135
  nChanged 456
		SP:Iteration 15Q (929.810000 sec): 3 clusters
  Score: Raw -11046325.096914 + Penalty 3780.170873 = -11042544.926041
  nChanged 411
		SP:Iteration 16Q (930.460000 sec): 3 clusters
  Score: Raw -11046448.815679 + Penalty 3780.170873 = -11042668.644805
  nChanged 327
		SP:Iteration 17Q (931.170000 sec): 3 clusters
  Score: Raw -11046531.514332 + Penalty 3780.170873 = -11042751.343458
  nChanged 271
		SP:Iteration 18Q (931.860000 sec): 3 clusters
  Score: Raw -11046598.418469 + Penalty 3780.170873 = -11042818.247595
  nChanged 243
		SP:Iteration 19Q (932.590000 sec): 3 clusters
  Score: Raw -11046653.078475 + Penalty 3780.170873 = -11042872.907602
  nChanged 231
		SP:Iteration 20F (933.290000 sec): 3 clusters
  Score: Raw -11046704.869390 + Penalty 3780.170873 = -11042924.698516
  nChanged 185
		SP:Iteration 21Q (934.030000 sec): 3 clusters
  Score: Raw -11046743.115087 + Penalty 3780.170873 = -11042962.944213
  nChanged 171
		SP:Iteration 22Q (934.660000 sec): 3 clusters
  Score: Raw -11046773.442648 + Penalty 3780.170873 = -11042993.271774
  nChanged 158
		SP:Iteration 23Q (935.340000 sec): 3 clusters
  Score: Raw -11046801.001429 + Penalty 3780.170873 = -11043020.830556
  nChanged 134
		SP:Iteration 24Q (936.000000 sec): 3 clusters
  Score: Raw -11046822.970376 + Penalty 3780.170873 = -11043042.799502
  nChanged 118
		SP:Iteration 25Q (936.630000 sec): 3 clusters
  Score: Raw -11046841.777583 + Penalty 3780.170873 = -11043061.606709
  nChanged 110
		SP:Iteration 26Q (937.230000 sec): 3 clusters
  Score: Raw -11046858.648051 + Penalty 3780.170873 = -11043078.477177
  nChanged 99
		SP:Iteration 27Q (938.060000 sec): 3 clusters
  Score: Raw -11046872.340452 + Penalty 3780.170873 = -11043092.169579
  nChanged 91
		SP:Iteration 28Q (938.840000 sec): 3 clusters
  Score: Raw -11046884.393936 + Penalty 3780.170873 = -11043104.223062
  nChanged 74
		SP:Iteration 29Q (939.530000 sec): 3 clusters
  Score: Raw -11046893.648100 + Penalty 3780.170873 = -11043113.477227
  nChanged 73
		SP:Iteration 30Q (940.150000 sec): 3 clusters
  Score: Raw -11046904.858217 + Penalty 3780.170873 = -11043124.687343
  nChanged 75
		SP:Iteration 31Q (940.790000 sec): 3 clusters
  Score: Raw -11046914.954685 + Penalty 3780.170873 = -11043134.783812
  nChanged 73
		SP:Iteration 32Q (941.520000 sec): 3 clusters
  Score: Raw -11046923.866103 + Penalty 3780.170873 = -11043143.695230
  nChanged 55
		SP:Iteration 33Q (942.100000 sec): 3 clusters
  Score: Raw -11046930.005906 + Penalty 3780.170873 = -11043149.835032
  nChanged 49
		SP:Iteration 34Q (942.870000 sec): 3 clusters
  Score: Raw -11046934.887110 + Penalty 3780.170873 = -11043154.716237
  nChanged 37
		SP:Iteration 35Q (943.710000 sec): 3 clusters
  Score: Raw -11046938.621516 + Penalty 3780.170873 = -11043158.450642
  nChanged 49
		SP:Iteration 36Q (944.350000 sec): 3 clusters
  Score: Raw -11046943.527379 + Penalty 3780.170873 = -11043163.356505
  nChanged 41
		SP:Iteration 37Q (944.940000 sec): 3 clusters
  Score: Raw -11046947.021769 + Penalty 3780.170873 = -11043166.850895
  nChanged 34
		SP:Iteration 38Q (945.510000 sec): 3 clusters
  Score: Raw -11046950.109642 + Penalty 3780.170873 = -11043169.938769
  nChanged 28
		SP:Iteration 39Q (946.150000 sec): 3 clusters
  Score: Raw -11046952.720344 + Penalty 3780.170873 = -11043172.549470
  nChanged 32
		SP:Iteration 40F (947.020000 sec): 3 clusters
  Score: Raw -11046956.025486 + Penalty 3780.170873 = -11043175.854613
  nChanged 29
		SP:Iteration 41Q (947.750000 sec): 3 clusters
  Score: Raw -11046958.692794 + Penalty 3780.170873 = -11043178.521920
  nChanged 33
		SP:Iteration 42Q (948.410000 sec): 3 clusters
  Score: Raw -11046961.504091 + Penalty 3780.170873 = -11043181.333217
  nChanged 21
		SP:Iteration 43Q (948.970000 sec): 3 clusters
  Score: Raw -11046963.498615 + Penalty 3780.170873 = -11043183.327741
  nChanged 26
		SP:Iteration 44Q (949.600000 sec): 3 clusters
  Score: Raw -11046965.225564 + Penalty 3780.170873 = -11043185.054691
  nChanged 22
		SP:Iteration 45Q (950.190000 sec): 3 clusters
  Score: Raw -11046966.778658 + Penalty 3780.170873 = -11043186.607784
  nChanged 24
		SP:Iteration 46Q (950.930000 sec): 3 clusters
  Score: Raw -11046969.083663 + Penalty 3780.170873 = -11043188.912790
  nChanged 20
		SP:Iteration 47Q (951.570000 sec): 3 clusters
  Score: Raw -11046971.290753 + Penalty 3780.170873 = -11043191.119879
  nChanged 25
		SP:Iteration 48Q (952.250000 sec): 3 clusters
  Score: Raw -11046973.294060 + Penalty 3780.170873 = -11043193.123186
  nChanged 27
		SP:Iteration 49Q (952.890000 sec): 3 clusters
  Score: Raw -11046975.465954 + Penalty 3780.170873 = -11043195.295081
  nChanged 20
		SP:Iteration 50Q (953.510000 sec): 3 clusters
  Score: Raw -11046977.082673 + Penalty 3780.170873 = -11043196.911799
  nChanged 20
		SP:Iteration 51Q (954.130000 sec): 3 clusters
  Score: Raw -11046979.407439 + Penalty 3780.170873 = -11043199.236566
  nChanged 23
		SP:Iteration 52Q (954.930000 sec): 3 clusters
  Score: Raw -11046981.209769 + Penalty 3780.170873 = -11043201.038895
  nChanged 17
		SP:Iteration 53Q (955.550000 sec): 3 clusters
  Score: Raw -11046982.589461 + Penalty 3780.170873 = -11043202.418587
  nChanged 16
		SP:Iteration 54Q (956.160000 sec): 3 clusters
  Score: Raw -11046983.719951 + Penalty 3780.170873 = -11043203.549078
  nChanged 12
		SP:Iteration 55Q (956.910000 sec): 3 clusters
  Score: Raw -11046984.670634 + Penalty 3780.170873 = -11043204.499761
  nChanged 17
		SP:Iteration 56Q (957.550000 sec): 3 clusters
  Score: Raw -11046985.565689 + Penalty 3780.170873 = -11043205.394815
  nChanged 10
		SP:Iteration 57Q (958.310000 sec): 3 clusters
  Score: Raw -11046986.194616 + Penalty 3780.170873 = -11043206.023743
  nChanged 8
		SP:Iteration 58Q (958.950000 sec): 3 clusters
  Score: Raw -11046986.917936 + Penalty 3780.170873 = -11043206.747063
  nChanged 12
		SP:Iteration 59Q (959.460000 sec): 3 clusters
  Score: Raw -11046988.322247 + Penalty 3780.170873 = -11043208.151373
  nChanged 14
		SP:Iteration 60F (960.050000 sec): 3 clusters
  Score: Raw -11046989.024853 + Penalty 3780.170873 = -11043208.853979
  nChanged 7
		SP:Iteration 61Q (960.790000 sec): 3 clusters
  Score: Raw -11046989.409467 + Penalty 3780.170873 = -11043209.238593
  nChanged 2
		SP:Iteration 62Q (961.480000 sec): 3 clusters
  Score: Raw -11046989.494338 + Penalty 3780.170873 = -11043209.323465
  nChanged 2
		SP:Iteration 63Q (962.050000 sec): 3 clusters
  Score: Raw -11046989.688111 + Penalty 3780.170873 = -11043209.517238
  nChanged 6
		SP:Iteration 64Q (962.620000 sec): 3 clusters
  Score: Raw -11046989.986470 + Penalty 3780.170873 = -11043209.815596
  nChanged 2
		SP:Iteration 65Q (963.250000 sec): 3 clusters
  Score: Raw -11046990.137054 + Penalty 3780.170873 = -11043209.966180
  nChanged 3
		SP:Iteration 66Q (964.010000 sec): 3 clusters
  Score: Raw -11046990.387974 + Penalty 3780.170873 = -11043210.217100
  nChanged 7
		SP:Iteration 67Q (964.770000 sec): 3 clusters
  Score: Raw -11046990.930134 + Penalty 3780.170873 = -11043210.759260
  nChanged 6
		SP:Iteration 68Q (965.520000 sec): 3 clusters
  Score: Raw -11046991.402820 + Penalty 3780.170873 = -11043211.231947
  nChanged 4
		SP:Iteration 69Q (966.130000 sec): 3 clusters
  Score: Raw -11046991.656278 + Penalty 3780.170873 = -11043211.485404
  nChanged 5
		SP:Iteration 70Q (966.680000 sec): 3 clusters
  Score: Raw -11046992.019260 + Penalty 3780.170873 = -11043211.848386
  nChanged 6
		SP:Iteration 71Q (967.300000 sec): 3 clusters
  Score: Raw -11046992.317302 + Penalty 3780.170873 = -11043212.146428
  nChanged 3
		SP:Iteration 72Q (968.070000 sec): 3 clusters
  Score: Raw -11046992.443682 + Penalty 3780.170873 = -11043212.272808
  nChanged 3
		SP:Iteration 73Q (968.940000 sec): 3 clusters
  Score: Raw -11046992.758153 + Penalty 3780.170873 = -11043212.587280
  nChanged 7
		SP:Iteration 74Q (969.670000 sec): 3 clusters
  Score: Raw -11046993.155643 + Penalty 3780.170873 = -11043212.984769
  nChanged 3
		SP:Iteration 75Q (970.260000 sec): 3 clusters
  Score: Raw -11046993.401938 + Penalty 3780.170873 = -11043213.231065
  nChanged 2
		SP:Iteration 76Q (970.850000 sec): 3 clusters
  Score: Raw -11046993.511857 + Penalty 3780.170873 = -11043213.340984
  nChanged 2
		SP:Iteration 77Q (971.460000 sec): 3 clusters
  Score: Raw -11046993.633396 + Penalty 3780.170873 = -11043213.462522
  nChanged 1
		SP:Iteration 78Q (972.120000 sec): 3 clusters
  Score: Raw -11046993.655450 + Penalty 3780.170873 = -11043213.484577
  nChanged 1
		SP:Iteration 79Q (972.700000 sec): 3 clusters
  Score: Raw -11046993.689327 + Penalty 3780.170873 = -11043213.518453
  nChanged 0
		SP:Iteration 80F (973.360000 sec): 3 clusters
  Score: Raw -11046993.689327 + Penalty 3780.170873 = -11043213.518453
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 10 (16173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (973.530000 sec): 2 clusters
  Score: Raw -1484032.047881 + Penalty 1574.803500 = -1482457.244380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (973.780000 sec): 3 clusters
  Score: Raw -1474464.140942 + Penalty 3149.607001 = -1471314.533941
  nChanged 7216
		SP:Iteration 1F (974.020000 sec): 3 clusters
  Score: Raw -1478860.841632 + Penalty 3149.607001 = -1475711.234631
  nChanged 1302
		SP:Iteration 2F (974.320000 sec): 3 clusters
  Score: Raw -1479873.948982 + Penalty 3149.607001 = -1476724.341981
  nChanged 1287
		SP:Iteration 3F (974.620000 sec): 3 clusters
  Score: Raw -1481283.709374 + Penalty 3149.607001 = -1478134.102373
  nChanged 1349
		SP:Iteration 4F (974.850000 sec): 3 clusters
  Score: Raw -1483072.340491 + Penalty 3149.607001 = -1479922.733490
  nChanged 1405
		SP:Iteration 5F (975.070000 sec): 3 clusters
  Score: Raw -1484534.994092 + Penalty 3149.607001 = -1481385.387091
  nChanged 1084
		SP:Iteration 6F (975.310000 sec): 3 clusters
  Score: Raw -1485323.418804 + Penalty 3149.607001 = -1482173.811803
  nChanged 788
		SP:Iteration 7Q (975.540000 sec): 3 clusters
  Score: Raw -1485777.362312 + Penalty 3149.607001 = -1482627.755312
  nChanged 571
		SP:Iteration 8Q (975.800000 sec): 3 clusters
  Score: Raw -1486089.633184 + Penalty 3149.607001 = -1482940.026183
  nChanged 452
		SP:Iteration 9Q (976.000000 sec): 3 clusters
  Score: Raw -1486331.987940 + Penalty 3149.607001 = -1483182.380939
  nChanged 369
		SP:Iteration 10Q (976.200000 sec): 3 clusters
  Score: Raw -1486561.582468 + Penalty 3149.607001 = -1483411.975467
  nChanged 284
		SP:Iteration 11Q (976.490000 sec): 3 clusters
  Score: Raw -1486740.734013 + Penalty 3149.607001 = -1483591.127012
  nChanged 254
		SP:Iteration 12Q (976.710000 sec): 3 clusters
  Score: Raw -1486850.671045 + Penalty 3149.607001 = -1483701.064044
  nChanged 209
		SP:Iteration 13Q (976.950000 sec): 3 clusters
  Score: Raw -1486915.413969 + Penalty 3149.607001 = -1483765.806968
  nChanged 182
		SP:Iteration 14Q (977.200000 sec): 3 clusters
  Score: Raw -1486970.397673 + Penalty 3149.607001 = -1483820.790673
  nChanged 152
		SP:Iteration 15Q (977.450000 sec): 3 clusters
  Score: Raw -1487012.765176 + Penalty 3149.607001 = -1483863.158175
  nChanged 138
		SP:Iteration 16Q (977.710000 sec): 3 clusters
  Score: Raw -1487047.241758 + Penalty 3149.607001 = -1483897.634758
  nChanged 120
		SP:Iteration 17Q (978.020000 sec): 3 clusters
  Score: Raw -1487075.224914 + Penalty 3149.607001 = -1483925.617913
  nChanged 128
		SP:Iteration 18Q (978.240000 sec): 3 clusters
  Score: Raw -1487102.706114 + Penalty 3149.607001 = -1483953.099114
  nChanged 111
		SP:Iteration 19Q (978.520000 sec): 3 clusters
  Score: Raw -1487123.052357 + Penalty 3149.607001 = -1483973.445356
  nChanged 102
		SP:Iteration 20F (978.770000 sec): 3 clusters
  Score: Raw -1487181.496005 + Penalty 3149.607001 = -1484031.889004
  nChanged 110
		SP:Iteration 21Q (978.990000 sec): 3 clusters
  Score: Raw -1487262.136787 + Penalty 3149.607001 = -1484112.529786
  nChanged 105
		SP:Iteration 22Q (979.240000 sec): 3 clusters
  Score: Raw -1487325.999479 + Penalty 3149.607001 = -1484176.392479
  nChanged 133
		SP:Iteration 23Q (979.500000 sec): 3 clusters
  Score: Raw -1487367.489376 + Penalty 3149.607001 = -1484217.882375
  nChanged 104
		SP:Iteration 24Q (979.730000 sec): 3 clusters
  Score: Raw -1487403.885652 + Penalty 3149.607001 = -1484254.278651
  nChanged 126
		SP:Iteration 25Q (979.960000 sec): 3 clusters
  Score: Raw -1487443.282937 + Penalty 3149.607001 = -1484293.675936
  nChanged 130
		SP:Iteration 26Q (980.210000 sec): 3 clusters
  Score: Raw -1487485.441348 + Penalty 3149.607001 = -1484335.834347
  nChanged 153
		SP:Iteration 27Q (980.460000 sec): 3 clusters
  Score: Raw -1487538.735912 + Penalty 3149.607001 = -1484389.128912
  nChanged 143
		SP:Iteration 28Q (980.710000 sec): 3 clusters
  Score: Raw -1487595.788206 + Penalty 3149.607001 = -1484446.181205
  nChanged 155
		SP:Iteration 29Q (980.920000 sec): 3 clusters
  Score: Raw -1487670.927491 + Penalty 3149.607001 = -1484521.320490
  nChanged 165
		SP:Iteration 30Q (981.190000 sec): 3 clusters
  Score: Raw -1487744.182972 + Penalty 3149.607001 = -1484594.575972
  nChanged 144
		SP:Iteration 31Q (981.380000 sec): 3 clusters
  Score: Raw -1487796.807642 + Penalty 3149.607001 = -1484647.200641
  nChanged 113
		SP:Iteration 32Q (981.620000 sec): 3 clusters
  Score: Raw -1487830.066418 + Penalty 3149.607001 = -1484680.459417
  nChanged 90
		SP:Iteration 33Q (981.830000 sec): 3 clusters
  Score: Raw -1487854.440222 + Penalty 3149.607001 = -1484704.833222
  nChanged 82
		SP:Iteration 34Q (982.100000 sec): 3 clusters
  Score: Raw -1487875.458327 + Penalty 3149.607001 = -1484725.851327
  nChanged 63
		SP:Iteration 35Q (982.310000 sec): 3 clusters
  Score: Raw -1487891.351586 + Penalty 3149.607001 = -1484741.744586
  nChanged 61
		SP:Iteration 36Q (982.520000 sec): 3 clusters
  Score: Raw -1487905.334435 + Penalty 3149.607001 = -1484755.727434
  nChanged 42
		SP:Iteration 37Q (982.740000 sec): 3 clusters
  Score: Raw -1487912.547932 + Penalty 3149.607001 = -1484762.940931
  nChanged 32
		SP:Iteration 38Q (982.950000 sec): 3 clusters
  Score: Raw -1487916.291950 + Penalty 3149.607001 = -1484766.684950
  nChanged 22
		SP:Iteration 39Q (983.150000 sec): 3 clusters
  Score: Raw -1487918.523237 + Penalty 3149.607001 = -1484768.916236
  nChanged 16
		SP:Iteration 40F (983.380000 sec): 3 clusters
  Score: Raw -1487920.008762 + Penalty 3149.607001 = -1484770.401761
  nChanged 6
		SP:Iteration 41Q (983.600000 sec): 3 clusters
  Score: Raw -1487920.533032 + Penalty 3149.607001 = -1484770.926031
  nChanged 4
		SP:Iteration 42Q (983.850000 sec): 3 clusters
  Score: Raw -1487920.910775 + Penalty 3149.607001 = -1484771.303775
  nChanged 8
		SP:Iteration 43Q (984.090000 sec): 3 clusters
  Score: Raw -1487921.615819 + Penalty 3149.607001 = -1484772.008818
  nChanged 6
		SP:Iteration 44Q (984.310000 sec): 3 clusters
  Score: Raw -1487921.974678 + Penalty 3149.607001 = -1484772.367677
  nChanged 5
		SP:Iteration 45Q (984.530000 sec): 3 clusters
  Score: Raw -1487922.220448 + Penalty 3149.607001 = -1484772.613447
  nChanged 6
		SP:Iteration 46Q (984.770000 sec): 3 clusters
  Score: Raw -1487922.652038 + Penalty 3149.607001 = -1484773.045037
  nChanged 5
		SP:Iteration 47Q (984.980000 sec): 3 clusters
  Score: Raw -1487923.033167 + Penalty 3149.607001 = -1484773.426166
  nChanged 6
		SP:Iteration 48Q (985.210000 sec): 3 clusters
  Score: Raw -1487923.517371 + Penalty 3149.607001 = -1484773.910370
  nChanged 6
		SP:Iteration 49Q (985.500000 sec): 3 clusters
  Score: Raw -1487923.947977 + Penalty 3149.607001 = -1484774.340976
  nChanged 5
		SP:Iteration 50Q (985.720000 sec): 3 clusters
  Score: Raw -1487924.262693 + Penalty 3149.607001 = -1484774.655692
  nChanged 3
		SP:Iteration 51Q (985.980000 sec): 3 clusters
  Score: Raw -1487924.458681 + Penalty 3149.607001 = -1484774.851680
  nChanged 1
		SP:Iteration 52Q (986.210000 sec): 3 clusters
  Score: Raw -1487924.502333 + Penalty 3149.607001 = -1484774.895332
  nChanged 2
		SP:Iteration 53Q (986.420000 sec): 3 clusters
  Score: Raw -1487924.635372 + Penalty 3149.607001 = -1484775.028371
  nChanged 1
		SP:Iteration 54Q (986.640000 sec): 3 clusters
  Score: Raw -1487924.659677 + Penalty 3149.607001 = -1484775.052676
  nChanged 0
		SP:Iteration 55F (986.870000 sec): 3 clusters
  Score: Raw -1487924.659677 + Penalty 3149.607001 = -1484775.052676
  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 8.59 GB.

 Trying to split cluster 11 (11664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (987.040000 sec): 2 clusters
  Score: Raw -1131386.828291 + Penalty 1521.692649 = -1129865.135642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (987.240000 sec): 3 clusters
  Score: Raw -1124919.557746 + Penalty 3043.385298 = -1121876.172448
  nChanged 5182
		SP:Iteration 1F (987.450000 sec): 3 clusters
  Score: Raw -1129536.822473 + Penalty 3043.385298 = -1126493.437175
  nChanged 1771
		SP:Iteration 2F (987.700000 sec): 3 clusters
  Score: Raw -1133713.848112 + Penalty 3043.385298 = -1130670.462814
  nChanged 1751
		SP:Iteration 3F (987.910000 sec): 3 clusters
  Score: Raw -1137986.473100 + Penalty 3043.385298 = -1134943.087802
  nChanged 1086
		SP:Iteration 4F (988.160000 sec): 3 clusters
  Score: Raw -1139773.397691 + Penalty 3043.385298 = -1136730.012393
  nChanged 628
		SP:Iteration 5F (988.400000 sec): 3 clusters
  Score: Raw -1140333.184206 + Penalty 3043.385298 = -1137289.798908
  nChanged 342
		SP:Iteration 6Q (988.640000 sec): 3 clusters
  Score: Raw -1140547.317260 + Penalty 3043.385298 = -1137503.931962
  nChanged 230
		SP:Iteration 7Q (988.860000 sec): 3 clusters
  Score: Raw -1140635.274377 + Penalty 3043.385298 = -1137591.889079
  nChanged 133
		SP:Iteration 8Q (989.060000 sec): 3 clusters
  Score: Raw -1140670.819619 + Penalty 3043.385298 = -1137627.434321
  nChanged 93
		SP:Iteration 9Q (989.310000 sec): 3 clusters
  Score: Raw -1140689.740967 + Penalty 3043.385298 = -1137646.355669
  nChanged 56
		SP:Iteration 10Q (989.490000 sec): 3 clusters
  Score: Raw -1140697.840155 + Penalty 3043.385298 = -1137654.454857
  nChanged 33
		SP:Iteration 11Q (989.740000 sec): 3 clusters
  Score: Raw -1140701.919997 + Penalty 3043.385298 = -1137658.534699
  nChanged 22
		SP:Iteration 12Q (989.910000 sec): 3 clusters
  Score: Raw -1140704.398192 + Penalty 3043.385298 = -1137661.012894
  nChanged 11
		SP:Iteration 13Q (990.140000 sec): 3 clusters
  Score: Raw -1140705.508612 + Penalty 3043.385298 = -1137662.123315
  nChanged 8
		SP:Iteration 14Q (990.350000 sec): 3 clusters
  Score: Raw -1140706.085357 + Penalty 3043.385298 = -1137662.700059
  nChanged 6
		SP:Iteration 15Q (990.570000 sec): 3 clusters
  Score: Raw -1140706.541372 + Penalty 3043.385298 = -1137663.156075
  nChanged 2
		SP:Iteration 16Q (990.740000 sec): 3 clusters
  Score: Raw -1140706.749504 + Penalty 3043.385298 = -1137663.364206
  nChanged 1
		SP:Iteration 17Q (990.960000 sec): 3 clusters
  Score: Raw -1140706.855696 + Penalty 3043.385298 = -1137663.470399
  nChanged 1
		SP:Iteration 18Q (991.210000 sec): 3 clusters
  Score: Raw -1140706.919010 + Penalty 3043.385298 = -1137663.533712
  nChanged 0
		SP:Iteration 19F (991.440000 sec): 3 clusters
  Score: Raw -1140706.919010 + Penalty 3043.385298 = -1137663.533712
  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 8.59 GB.

 Trying to split cluster 12 (14616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (991.610000 sec): 2 clusters
  Score: Raw -1414678.382088 + Penalty 1558.354216 = -1413120.027872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (991.810000 sec): 3 clusters
  Score: Raw -1406098.053014 + Penalty 3116.708432 = -1402981.344582
  nChanged 6555
		SP:Iteration 1F (992.030000 sec): 3 clusters
  Score: Raw -1410335.257054 + Penalty 3116.708432 = -1407218.548622
  nChanged 1271
		SP:Iteration 2F (992.280000 sec): 3 clusters
  Score: Raw -1411529.897142 + Penalty 3116.708432 = -1408413.188710
  nChanged 1313
		SP:Iteration 3F (992.510000 sec): 3 clusters
  Score: Raw -1412971.642866 + Penalty 3116.708432 = -1409854.934434
  nChanged 1341
		SP:Iteration 4F (992.690000 sec): 3 clusters
  Score: Raw -1414947.954267 + Penalty 3116.708432 = -1411831.245835
  nChanged 1331
		SP:Iteration 5F (992.960000 sec): 3 clusters
  Score: Raw -1417212.329687 + Penalty 3116.708432 = -1414095.621255
  nChanged 1102
		SP:Iteration 6F (993.150000 sec): 3 clusters
  Score: Raw -1418626.659123 + Penalty 3116.708432 = -1415509.950691
  nChanged 695
		SP:Iteration 7Q (993.410000 sec): 3 clusters
  Score: Raw -1419172.761121 + Penalty 3116.708432 = -1416056.052689
  nChanged 489
		SP:Iteration 8Q (993.670000 sec): 3 clusters
  Score: Raw -1419449.043467 + Penalty 3116.708432 = -1416332.335035
  nChanged 342
		SP:Iteration 9Q (993.880000 sec): 3 clusters
  Score: Raw -1419598.582143 + Penalty 3116.708432 = -1416481.873711
  nChanged 233
		SP:Iteration 10Q (994.120000 sec): 3 clusters
  Score: Raw -1419686.342255 + Penalty 3116.708432 = -1416569.633824
  nChanged 194
		SP:Iteration 11Q (994.380000 sec): 3 clusters
  Score: Raw -1419758.662286 + Penalty 3116.708432 = -1416641.953854
  nChanged 204
		SP:Iteration 12Q (994.590000 sec): 3 clusters
  Score: Raw -1419828.763065 + Penalty 3116.708432 = -1416712.054633
  nChanged 187
		SP:Iteration 13Q (994.800000 sec): 3 clusters
  Score: Raw -1419895.630207 + Penalty 3116.708432 = -1416778.921775
  nChanged 192
		SP:Iteration 14Q (995.060000 sec): 3 clusters
  Score: Raw -1419962.181016 + Penalty 3116.708432 = -1416845.472584
  nChanged 181
		SP:Iteration 15Q (995.260000 sec): 3 clusters
  Score: Raw -1420023.963302 + Penalty 3116.708432 = -1416907.254870
  nChanged 183
		SP:Iteration 16Q (995.470000 sec): 3 clusters
  Score: Raw -1420087.997863 + Penalty 3116.708432 = -1416971.289431
  nChanged 207
		SP:Iteration 17Q (995.720000 sec): 3 clusters
  Score: Raw -1420167.169433 + Penalty 3116.708432 = -1417050.461001
  nChanged 229
		SP:Iteration 18Q (995.930000 sec): 3 clusters
  Score: Raw -1420264.181302 + Penalty 3116.708432 = -1417147.472871
  nChanged 236
		SP:Iteration 19Q (996.200000 sec): 3 clusters
  Score: Raw -1420360.998703 + Penalty 3116.708432 = -1417244.290271
  nChanged 218
		SP:Iteration 20F (996.390000 sec): 3 clusters
  Score: Raw -1420452.376267 + Penalty 3116.708432 = -1417335.667835
  nChanged 207
		SP:Iteration 21Q (996.640000 sec): 3 clusters
  Score: Raw -1420543.289709 + Penalty 3116.708432 = -1417426.581277
  nChanged 214
		SP:Iteration 22Q (996.880000 sec): 3 clusters
  Score: Raw -1420634.107920 + Penalty 3116.708432 = -1417517.399488
  nChanged 186
		SP:Iteration 23Q (997.100000 sec): 3 clusters
  Score: Raw -1420709.150786 + Penalty 3116.708432 = -1417592.442354
  nChanged 183
		SP:Iteration 24Q (997.310000 sec): 3 clusters
  Score: Raw -1420781.031909 + Penalty 3116.708432 = -1417664.323477
  nChanged 140
		SP:Iteration 25Q (997.520000 sec): 3 clusters
  Score: Raw -1420831.665238 + Penalty 3116.708432 = -1417714.956806
  nChanged 128
		SP:Iteration 26Q (997.720000 sec): 3 clusters
  Score: Raw -1420872.090990 + Penalty 3116.708432 = -1417755.382558
  nChanged 120
		SP:Iteration 27Q (997.980000 sec): 3 clusters
  Score: Raw -1420908.632135 + Penalty 3116.708432 = -1417791.923703
  nChanged 94
		SP:Iteration 28Q (998.210000 sec): 3 clusters
  Score: Raw -1420934.777855 + Penalty 3116.708432 = -1417818.069423
  nChanged 90
		SP:Iteration 29Q (998.420000 sec): 3 clusters
  Score: Raw -1420957.644131 + Penalty 3116.708432 = -1417840.935699
  nChanged 70
		SP:Iteration 30Q (998.660000 sec): 3 clusters
  Score: Raw -1420974.596749 + Penalty 3116.708432 = -1417857.888317
  nChanged 62
		SP:Iteration 31Q (998.890000 sec): 3 clusters
  Score: Raw -1420986.420863 + Penalty 3116.708432 = -1417869.712431
  nChanged 47
		SP:Iteration 32Q (999.100000 sec): 3 clusters
  Score: Raw -1420994.394581 + Penalty 3116.708432 = -1417877.686149
  nChanged 44
		SP:Iteration 33Q (999.330000 sec): 3 clusters
  Score: Raw -1421001.612288 + Penalty 3116.708432 = -1417884.903856
  nChanged 37
		SP:Iteration 34Q (999.580000 sec): 3 clusters
  Score: Raw -1421008.880721 + Penalty 3116.708432 = -1417892.172290
  nChanged 27
		SP:Iteration 35Q (999.800000 sec): 3 clusters
  Score: Raw -1421012.745007 + Penalty 3116.708432 = -1417896.036575
  nChanged 22
		SP:Iteration 36Q (1000.050000 sec): 3 clusters
  Score: Raw -1421015.909186 + Penalty 3116.708432 = -1417899.200754
  nChanged 13
		SP:Iteration 37Q (1000.290000 sec): 3 clusters
  Score: Raw -1421017.519386 + Penalty 3116.708432 = -1417900.810954
  nChanged 15
		SP:Iteration 38Q (1000.560000 sec): 3 clusters
  Score: Raw -1421018.744779 + Penalty 3116.708432 = -1417902.036347
  nChanged 12
		SP:Iteration 39Q (1000.750000 sec): 3 clusters
  Score: Raw -1421020.071272 + Penalty 3116.708432 = -1417903.362840
  nChanged 10
		SP:Iteration 40F (1000.980000 sec): 3 clusters
  Score: Raw -1421020.897231 + Penalty 3116.708432 = -1417904.188799
  nChanged 10
		SP:Iteration 41Q (1001.230000 sec): 3 clusters
  Score: Raw -1421022.343335 + Penalty 3116.708432 = -1417905.634903
  nChanged 10
		SP:Iteration 42Q (1001.410000 sec): 3 clusters
  Score: Raw -1421023.488326 + Penalty 3116.708432 = -1417906.779894
  nChanged 5
		SP:Iteration 43Q (1001.650000 sec): 3 clusters
  Score: Raw -1421024.001761 + Penalty 3116.708432 = -1417907.293329
  nChanged 4
		SP:Iteration 44Q (1001.870000 sec): 3 clusters
  Score: Raw -1421024.567981 + Penalty 3116.708432 = -1417907.859549
  nChanged 6
		SP:Iteration 45Q (1002.090000 sec): 3 clusters
  Score: Raw -1421025.087118 + Penalty 3116.708432 = -1417908.378686
  nChanged 3
		SP:Iteration 46Q (1002.330000 sec): 3 clusters
  Score: Raw -1421025.404005 + Penalty 3116.708432 = -1417908.695574
  nChanged 2
		SP:Iteration 47Q (1002.590000 sec): 3 clusters
  Score: Raw -1421025.711341 + Penalty 3116.708432 = -1417909.002909
  nChanged 4
		SP:Iteration 48Q (1002.770000 sec): 3 clusters
  Score: Raw -1421026.090368 + Penalty 3116.708432 = -1417909.381936
  nChanged 3
		SP:Iteration 49Q (1003.040000 sec): 3 clusters
  Score: Raw -1421026.386261 + Penalty 3116.708432 = -1417909.677830
  nChanged 0
		SP:Iteration 50F (1003.250000 sec): 3 clusters
  Score: Raw -1421026.386261 + Penalty 3116.708432 = -1417909.677830
  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 8.59 GB.

 Trying to split cluster 13 (43283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1003.490000 sec): 2 clusters
  Score: Raw -4042459.955592 + Penalty 1734.771224 = -4040725.184367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1003.950000 sec): 3 clusters
  Score: Raw -4015214.971823 + Penalty 3469.542449 = -4011745.429374
  nChanged 20223
		SP:Iteration 1F (1004.390000 sec): 3 clusters
  Score: Raw -4027364.535083 + Penalty 3469.542449 = -4023894.992634
  nChanged 2393
		SP:Iteration 2F (1004.770000 sec): 3 clusters
  Score: Raw -4028457.075181 + Penalty 3469.542449 = -4024987.532732
  nChanged 2518
		SP:Iteration 3F (1005.150000 sec): 3 clusters
  Score: Raw -4029760.362573 + Penalty 3469.542449 = -4026290.820124
  nChanged 2704
		SP:Iteration 4F (1005.590000 sec): 3 clusters
  Score: Raw -4031422.069892 + Penalty 3469.542449 = -4027952.527443
  nChanged 2801
		SP:Iteration 5F (1005.930000 sec): 3 clusters
  Score: Raw -4033353.889850 + Penalty 3469.542449 = -4029884.347401
  nChanged 2787
		SP:Iteration 6F (1006.310000 sec): 3 clusters
  Score: Raw -4035305.178286 + Penalty 3469.542449 = -4031835.635837
  nChanged 2516
		SP:Iteration 7F (1006.670000 sec): 3 clusters
  Score: Raw -4036886.130663 + Penalty 3469.542449 = -4033416.588214
  nChanged 2141
		SP:Iteration 8Q (1007.080000 sec): 3 clusters
  Score: Raw -4038079.923986 + Penalty 3469.542449 = -4034610.381537
  nChanged 1704
		SP:Iteration 9Q (1007.470000 sec): 3 clusters
  Score: Raw -4039000.431689 + Penalty 3469.542449 = -4035530.889240
  nChanged 1466
		SP:Iteration 10Q (1007.870000 sec): 3 clusters
  Score: Raw -4039793.465467 + Penalty 3469.542449 = -4036323.923018
  nChanged 1310
		SP:Iteration 11Q (1008.240000 sec): 3 clusters
  Score: Raw -4040516.388543 + Penalty 3469.542449 = -4037046.846094
  nChanged 1206
		SP:Iteration 12Q (1008.610000 sec): 3 clusters
  Score: Raw -4041203.723874 + Penalty 3469.542449 = -4037734.181425
  nChanged 1095
		SP:Iteration 13Q (1009.040000 sec): 3 clusters
  Score: Raw -4041847.819332 + Penalty 3469.542449 = -4038378.276884
  nChanged 961
		SP:Iteration 14Q (1009.450000 sec): 3 clusters
  Score: Raw -4042400.602054 + Penalty 3469.542449 = -4038931.059605
  nChanged 792
		SP:Iteration 15Q (1009.830000 sec): 3 clusters
  Score: Raw -4042843.956828 + Penalty 3469.542449 = -4039374.414379
  nChanged 649
		SP:Iteration 16Q (1010.240000 sec): 3 clusters
  Score: Raw -4043202.379210 + Penalty 3469.542449 = -4039732.836761
  nChanged 522
		SP:Iteration 17Q (1010.610000 sec): 3 clusters
  Score: Raw -4043469.145934 + Penalty 3469.542449 = -4039999.603485
  nChanged 401
		SP:Iteration 18Q (1011.010000 sec): 3 clusters
  Score: Raw -4043637.543455 + Penalty 3469.542449 = -4040168.001007
  nChanged 291
		SP:Iteration 19Q (1011.320000 sec): 3 clusters
  Score: Raw -4043737.555925 + Penalty 3469.542449 = -4040268.013476
  nChanged 206
		SP:Iteration 20F (1011.690000 sec): 3 clusters
  Score: Raw -4043799.741746 + Penalty 3469.542449 = -4040330.199297
  nChanged 157
		SP:Iteration 21Q (1012.130000 sec): 3 clusters
  Score: Raw -4043845.035499 + Penalty 3469.542449 = -4040375.493051
  nChanged 129
		SP:Iteration 22Q (1012.420000 sec): 3 clusters
  Score: Raw -4043875.696360 + Penalty 3469.542449 = -4040406.153912
  nChanged 95
		SP:Iteration 23Q (1012.860000 sec): 3 clusters
  Score: Raw -4043899.210280 + Penalty 3469.542449 = -4040429.667831
  nChanged 76
		SP:Iteration 24Q (1013.250000 sec): 3 clusters
  Score: Raw -4043916.523094 + Penalty 3469.542449 = -4040446.980646
  nChanged 63
		SP:Iteration 25Q (1013.610000 sec): 3 clusters
  Score: Raw -4043928.926066 + Penalty 3469.542449 = -4040459.383617
  nChanged 51
		SP:Iteration 26Q (1014.010000 sec): 3 clusters
  Score: Raw -4043938.959261 + Penalty 3469.542449 = -4040469.416812
  nChanged 37
		SP:Iteration 27Q (1014.440000 sec): 3 clusters
  Score: Raw -4043946.929026 + Penalty 3469.542449 = -4040477.386577
  nChanged 26
		SP:Iteration 28Q (1014.800000 sec): 3 clusters
  Score: Raw -4043950.569278 + Penalty 3469.542449 = -4040481.026829
  nChanged 16
		SP:Iteration 29Q (1015.110000 sec): 3 clusters
  Score: Raw -4043952.920198 + Penalty 3469.542449 = -4040483.377749
  nChanged 13
		SP:Iteration 30Q (1015.510000 sec): 3 clusters
  Score: Raw -4043954.875210 + Penalty 3469.542449 = -4040485.332761
  nChanged 13
		SP:Iteration 31Q (1015.850000 sec): 3 clusters
  Score: Raw -4043956.807088 + Penalty 3469.542449 = -4040487.264639
  nChanged 9
		SP:Iteration 32Q (1016.250000 sec): 3 clusters
  Score: Raw -4043958.371415 + Penalty 3469.542449 = -4040488.828966
  nChanged 11
		SP:Iteration 33Q (1016.650000 sec): 3 clusters
  Score: Raw -4043960.765454 + Penalty 3469.542449 = -4040491.223005
  nChanged 7
		SP:Iteration 34Q (1017.010000 sec): 3 clusters
  Score: Raw -4043962.262726 + Penalty 3469.542449 = -4040492.720277
  nChanged 9
		SP:Iteration 35Q (1017.440000 sec): 3 clusters
  Score: Raw -4043963.266753 + Penalty 3469.542449 = -4040493.724304
  nChanged 6
		SP:Iteration 36Q (1017.860000 sec): 3 clusters
  Score: Raw -4043964.331931 + Penalty 3469.542449 = -4040494.789483
  nChanged 5
		SP:Iteration 37Q (1018.240000 sec): 3 clusters
  Score: Raw -4043964.717798 + Penalty 3469.542449 = -4040495.175349
  nChanged 0
		SP:Iteration 38F (1018.590000 sec): 3 clusters
  Score: Raw -4043964.717798 + Penalty 3469.542449 = -4040495.175349
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 14 (15295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1018.730000 sec): 2 clusters
  Score: Raw -1451126.238261 + Penalty 1565.733204 = -1449560.505057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1018.990000 sec): 3 clusters
  Score: Raw -1442992.807147 + Penalty 3131.466408 = -1439861.340739
  nChanged 7033
		SP:Iteration 1F (1019.220000 sec): 3 clusters
  Score: Raw -1466081.536870 + Penalty 3131.466408 = -1462950.070462
  nChanged 2872
		SP:Iteration 2F (1019.440000 sec): 3 clusters
  Score: Raw -1474921.791237 + Penalty 3131.466408 = -1471790.324828
  nChanged 840
		SP:Iteration 3F (1019.700000 sec): 3 clusters
  Score: Raw -1475552.786721 + Penalty 3131.466408 = -1472421.320312
  nChanged 229
		SP:Iteration 4Q (1019.930000 sec): 3 clusters
  Score: Raw -1475636.516354 + Penalty 3131.466408 = -1472505.049945
  nChanged 122
		SP:Iteration 5Q (1020.120000 sec): 3 clusters
  Score: Raw -1475668.788640 + Penalty 3131.466408 = -1472537.322231
  nChanged 78
		SP:Iteration 6Q (1020.410000 sec): 3 clusters
  Score: Raw -1475684.710841 + Penalty 3131.466408 = -1472553.244432
  nChanged 61
		SP:Iteration 7Q (1020.640000 sec): 3 clusters
  Score: Raw -1475694.025477 + Penalty 3131.466408 = -1472562.559069
  nChanged 34
		SP:Iteration 8Q (1020.910000 sec): 3 clusters
  Score: Raw -1475698.875163 + Penalty 3131.466408 = -1472567.408754
  nChanged 30
		SP:Iteration 9Q (1021.120000 sec): 3 clusters
  Score: Raw -1475702.608846 + Penalty 3131.466408 = -1472571.142437
  nChanged 19
		SP:Iteration 10Q (1021.350000 sec): 3 clusters
  Score: Raw -1475704.450156 + Penalty 3131.466408 = -1472572.983748
  nChanged 12
		SP:Iteration 11Q (1021.600000 sec): 3 clusters
  Score: Raw -1475705.557910 + Penalty 3131.466408 = -1472574.091502
  nChanged 10
		SP:Iteration 12Q (1021.840000 sec): 3 clusters
  Score: Raw -1475706.459666 + Penalty 3131.466408 = -1472574.993257
  nChanged 3
		SP:Iteration 13Q (1022.100000 sec): 3 clusters
  Score: Raw -1475706.618439 + Penalty 3131.466408 = -1472575.152030
  nChanged 2
		SP:Iteration 14Q (1022.300000 sec): 3 clusters
  Score: Raw -1475706.758060 + Penalty 3131.466408 = -1472575.291652
  nChanged 3
		SP:Iteration 15Q (1022.550000 sec): 3 clusters
  Score: Raw -1475706.956357 + Penalty 3131.466408 = -1472575.489949
  nChanged 2
		SP:Iteration 16Q (1022.810000 sec): 3 clusters
  Score: Raw -1475707.136288 + Penalty 3131.466408 = -1472575.669879
  nChanged 3
		SP:Iteration 17Q (1023.070000 sec): 3 clusters
  Score: Raw -1475707.318292 + Penalty 3131.466408 = -1472575.851883
  nChanged 1
		SP:Iteration 18Q (1023.300000 sec): 3 clusters
  Score: Raw -1475707.367141 + Penalty 3131.466408 = -1472575.900733
  nChanged 0
		SP:Iteration 19F (1023.540000 sec): 3 clusters
  Score: Raw -1475707.367141 + Penalty 3131.466408 = -1472575.900733
  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 8.59 GB.

 Trying to split cluster 15 (51592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1023.800000 sec): 2 clusters
  Score: Raw -5033121.548779 + Penalty 1763.307309 = -5031358.241470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1024.180000 sec): 3 clusters
  Score: Raw -5000590.183596 + Penalty 3526.614618 = -4997063.568978
  nChanged 24264
		SP:Iteration 1F (1024.560000 sec): 3 clusters
  Score: Raw -5016897.962748 + Penalty 3526.614618 = -5013371.348131
  nChanged 3709
		SP:Iteration 2F (1024.940000 sec): 3 clusters
  Score: Raw -5020142.214336 + Penalty 3526.614618 = -5016615.599718
  nChanged 4164
		SP:Iteration 3F (1025.370000 sec): 3 clusters
  Score: Raw -5023330.012571 + Penalty 3526.614618 = -5019803.397953
  nChanged 4272
		SP:Iteration 4F (1025.740000 sec): 3 clusters
  Score: Raw -5027602.894173 + Penalty 3526.614618 = -5024076.279556
  nChanged 4661
		SP:Iteration 5F (1026.260000 sec): 3 clusters
  Score: Raw -5033605.316051 + Penalty 3526.614618 = -5030078.701434
  nChanged 4465
		SP:Iteration 6F (1026.760000 sec): 3 clusters
  Score: Raw -5039534.549827 + Penalty 3526.614618 = -5036007.935209
  nChanged 3328
		SP:Iteration 7F (1027.250000 sec): 3 clusters
  Score: Raw -5043379.502113 + Penalty 3526.614618 = -5039852.887495
  nChanged 2315
		SP:Iteration 8Q (1027.820000 sec): 3 clusters
  Score: Raw -5045966.873641 + Penalty 3526.614618 = -5042440.259023
  nChanged 1630
		SP:Iteration 9Q (1028.320000 sec): 3 clusters
  Score: Raw -5047917.456911 + Penalty 3526.614618 = -5044390.842293
  nChanged 1252
		SP:Iteration 10Q (1028.810000 sec): 3 clusters
  Score: Raw -5049855.877124 + Penalty 3526.614618 = -5046329.262507
  nChanged 994
		SP:Iteration 11Q (1029.250000 sec): 3 clusters
  Score: Raw -5052444.727429 + Penalty 3526.614618 = -5048918.112812
  nChanged 614
		SP:Iteration 12Q (1029.720000 sec): 3 clusters
  Score: Raw -5054323.683162 + Penalty 3526.614618 = -5050797.068544
  nChanged 326
		SP:Iteration 13Q (1030.170000 sec): 3 clusters
  Score: Raw -5054647.931390 + Penalty 3526.614618 = -5051121.316772
  nChanged 166
		SP:Iteration 14Q (1030.600000 sec): 3 clusters
  Score: Raw -5054721.824418 + Penalty 3526.614618 = -5051195.209800
  nChanged 115
		SP:Iteration 15Q (1031.000000 sec): 3 clusters
  Score: Raw -5054755.507961 + Penalty 3526.614618 = -5051228.893343
  nChanged 75
		SP:Iteration 16Q (1031.500000 sec): 3 clusters
  Score: Raw -5054772.262325 + Penalty 3526.614618 = -5051245.647707
  nChanged 65
		SP:Iteration 17Q (1031.960000 sec): 3 clusters
  Score: Raw -5054788.886781 + Penalty 3526.614618 = -5051262.272164
  nChanged 55
		SP:Iteration 18Q (1032.420000 sec): 3 clusters
  Score: Raw -5054800.389293 + Penalty 3526.614618 = -5051273.774675
  nChanged 32
		SP:Iteration 19Q (1032.770000 sec): 3 clusters
  Score: Raw -5054805.526344 + Penalty 3526.614618 = -5051278.911727
  nChanged 30
		SP:Iteration 20F (1033.160000 sec): 3 clusters
  Score: Raw -5054809.860875 + Penalty 3526.614618 = -5051283.246257
  nChanged 26
		SP:Iteration 21Q (1033.620000 sec): 3 clusters
  Score: Raw -5054812.944741 + Penalty 3526.614618 = -5051286.330124
  nChanged 22
		SP:Iteration 22Q (1034.070000 sec): 3 clusters
  Score: Raw -5054815.073937 + Penalty 3526.614618 = -5051288.459319
  nChanged 13
		SP:Iteration 23Q (1034.540000 sec): 3 clusters
  Score: Raw -5054816.131977 + Penalty 3526.614618 = -5051289.517359
  nChanged 8
		SP:Iteration 24Q (1034.920000 sec): 3 clusters
  Score: Raw -5054816.688101 + Penalty 3526.614618 = -5051290.073483
  nChanged 3
		SP:Iteration 25Q (1035.280000 sec): 3 clusters
  Score: Raw -5054816.924685 + Penalty 3526.614618 = -5051290.310067
  nChanged 4
		SP:Iteration 26Q (1035.640000 sec): 3 clusters
  Score: Raw -5054817.181471 + Penalty 3526.614618 = -5051290.566853
  nChanged 2
		SP:Iteration 27Q (1036.040000 sec): 3 clusters
  Score: Raw -5054817.338031 + Penalty 3526.614618 = -5051290.723413
  nChanged 2
		SP:Iteration 28Q (1036.430000 sec): 3 clusters
  Score: Raw -5054817.578350 + Penalty 3526.614618 = -5051290.963732
  nChanged 5
		SP:Iteration 29Q (1036.840000 sec): 3 clusters
  Score: Raw -5054817.994360 + Penalty 3526.614618 = -5051291.379742
  nChanged 3
		SP:Iteration 30Q (1037.240000 sec): 3 clusters
  Score: Raw -5054818.136705 + Penalty 3526.614618 = -5051291.522088
  nChanged 2
		SP:Iteration 31Q (1037.710000 sec): 3 clusters
  Score: Raw -5054818.263403 + Penalty 3526.614618 = -5051291.648785
  nChanged 3
		SP:Iteration 32Q (1038.180000 sec): 3 clusters
  Score: Raw -5054818.491015 + Penalty 3526.614618 = -5051291.876398
  nChanged 2
		SP:Iteration 33Q (1038.660000 sec): 3 clusters
  Score: Raw -5054818.648484 + Penalty 3526.614618 = -5051292.033867
  nChanged 1
		SP:Iteration 34Q (1038.970000 sec): 3 clusters
  Score: Raw -5054818.690025 + Penalty 3526.614618 = -5051292.075407
  nChanged 0
		SP:Iteration 35F (1039.380000 sec): 3 clusters
  Score: Raw -5054818.690025 + Penalty 3526.614618 = -5051292.075407
  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 8.59 GB.

 Trying to split cluster 16 (13945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1039.560000 sec): 2 clusters
  Score: Raw -1235059.748446 + Penalty 1550.717399 = -1233509.031047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1039.820000 sec): 3 clusters
  Score: Raw -1227042.654181 + Penalty 3101.434798 = -1223941.219384
  nChanged 6274
		SP:Iteration 1F (1040.090000 sec): 3 clusters
  Score: Raw -1231686.154900 + Penalty 3101.434798 = -1228584.720102
  nChanged 1419
		SP:Iteration 2F (1040.340000 sec): 3 clusters
  Score: Raw -1233207.684546 + Penalty 3101.434798 = -1230106.249748
  nChanged 1322
		SP:Iteration 3F (1040.510000 sec): 3 clusters
  Score: Raw -1234452.080319 + Penalty 3101.434798 = -1231350.645521
  nChanged 1035
		SP:Iteration 4F (1040.740000 sec): 3 clusters
  Score: Raw -1235452.400705 + Penalty 3101.434798 = -1232350.965908
  nChanged 892
		SP:Iteration 5F (1040.960000 sec): 3 clusters
  Score: Raw -1236906.903238 + Penalty 3101.434798 = -1233805.468441
  nChanged 973
		SP:Iteration 6F (1041.240000 sec): 3 clusters
  Score: Raw -1238723.875755 + Penalty 3101.434798 = -1235622.440958
  nChanged 943
		SP:Iteration 7F (1041.440000 sec): 3 clusters
  Score: Raw -1240172.559825 + Penalty 3101.434798 = -1237071.125028
  nChanged 676
		SP:Iteration 8Q (1041.660000 sec): 3 clusters
  Score: Raw -1240864.196578 + Penalty 3101.434798 = -1237762.761781
  nChanged 388
		SP:Iteration 9Q (1041.870000 sec): 3 clusters
  Score: Raw -1241138.049015 + Penalty 3101.434798 = -1238036.614217
  nChanged 233
		SP:Iteration 10Q (1042.090000 sec): 3 clusters
  Score: Raw -1241255.006056 + Penalty 3101.434798 = -1238153.571258
  nChanged 165
		SP:Iteration 11Q (1042.330000 sec): 3 clusters
  Score: Raw -1241324.623496 + Penalty 3101.434798 = -1238223.188698
  nChanged 114
		SP:Iteration 12Q (1042.550000 sec): 3 clusters
  Score: Raw -1241363.577283 + Penalty 3101.434798 = -1238262.142485
  nChanged 87
		SP:Iteration 13Q (1042.750000 sec): 3 clusters
  Score: Raw -1241389.378159 + Penalty 3101.434798 = -1238287.943362
  nChanged 67
		SP:Iteration 14Q (1042.980000 sec): 3 clusters
  Score: Raw -1241406.166329 + Penalty 3101.434798 = -1238304.731531
  nChanged 51
		SP:Iteration 15Q (1043.200000 sec): 3 clusters
  Score: Raw -1241418.310050 + Penalty 3101.434798 = -1238316.875252
  nChanged 34
		SP:Iteration 16Q (1043.440000 sec): 3 clusters
  Score: Raw -1241424.182723 + Penalty 3101.434798 = -1238322.747926
  nChanged 22
		SP:Iteration 17Q (1043.680000 sec): 3 clusters
  Score: Raw -1241427.712579 + Penalty 3101.434798 = -1238326.277781
  nChanged 14
		SP:Iteration 18Q (1043.910000 sec): 3 clusters
  Score: Raw -1241430.702892 + Penalty 3101.434798 = -1238329.268095
  nChanged 18
		SP:Iteration 19Q (1044.100000 sec): 3 clusters
  Score: Raw -1241433.436770 + Penalty 3101.434798 = -1238332.001972
  nChanged 14
		SP:Iteration 20F (1044.340000 sec): 3 clusters
  Score: Raw -1241435.021304 + Penalty 3101.434798 = -1238333.586506
  nChanged 12
		SP:Iteration 21Q (1044.500000 sec): 3 clusters
  Score: Raw -1241436.205606 + Penalty 3101.434798 = -1238334.770809
  nChanged 4
		SP:Iteration 22Q (1044.740000 sec): 3 clusters
  Score: Raw -1241436.596152 + Penalty 3101.434798 = -1238335.161354
  nChanged 11
		SP:Iteration 23Q (1044.940000 sec): 3 clusters
  Score: Raw -1241438.084727 + Penalty 3101.434798 = -1238336.649929
  nChanged 5
		SP:Iteration 24Q (1045.160000 sec): 3 clusters
  Score: Raw -1241438.640531 + Penalty 3101.434798 = -1238337.205734
  nChanged 5
		SP:Iteration 25Q (1045.410000 sec): 3 clusters
  Score: Raw -1241439.599889 + Penalty 3101.434798 = -1238338.165092
  nChanged 4
		SP:Iteration 26Q (1045.630000 sec): 3 clusters
  Score: Raw -1241440.030566 + Penalty 3101.434798 = -1238338.595768
  nChanged 2
		SP:Iteration 27Q (1045.890000 sec): 3 clusters
  Score: Raw -1241440.237528 + Penalty 3101.434798 = -1238338.802730
  nChanged 2
		SP:Iteration 28Q (1046.120000 sec): 3 clusters
  Score: Raw -1241440.512034 + Penalty 3101.434798 = -1238339.077237
  nChanged 2
		SP:Iteration 29Q (1046.360000 sec): 3 clusters
  Score: Raw -1241440.790972 + Penalty 3101.434798 = -1238339.356175
  nChanged 1
		SP:Iteration 30Q (1046.570000 sec): 3 clusters
  Score: Raw -1241440.849816 + Penalty 3101.434798 = -1238339.415019
  nChanged 0
		SP:Iteration 31F (1046.830000 sec): 3 clusters
  Score: Raw -1241440.849816 + Penalty 3101.434798 = -1238339.415019
  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 8.59 GB.

 Trying to split cluster 17 (39442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1047.070000 sec): 2 clusters
  Score: Raw -4109708.811337 + Penalty 1719.670309 = -4107989.141028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1047.390000 sec): 3 clusters
  Score: Raw -4084987.650685 + Penalty 3439.340618 = -4081548.310067
  nChanged 18430
		SP:Iteration 1F (1047.780000 sec): 3 clusters
  Score: Raw -4095557.967409 + Penalty 3439.340618 = -4092118.626791
  nChanged 2095
		SP:Iteration 2F (1048.180000 sec): 3 clusters
  Score: Raw -4096815.497354 + Penalty 3439.340618 = -4093376.156736
  nChanged 2676
		SP:Iteration 3F (1048.620000 sec): 3 clusters
  Score: Raw -4098935.311624 + Penalty 3439.340618 = -4095495.971006
  nChanged 3480
		SP:Iteration 4F (1048.990000 sec): 3 clusters
  Score: Raw -4102118.587894 + Penalty 3439.340618 = -4098679.247275
  nChanged 3928
		SP:Iteration 5F (1049.300000 sec): 3 clusters
  Score: Raw -4105849.687937 + Penalty 3439.340618 = -4102410.347319
  nChanged 3425
		SP:Iteration 6F (1049.650000 sec): 3 clusters
  Score: Raw -4108892.410300 + Penalty 3439.340618 = -4105453.069682
  nChanged 2524
		SP:Iteration 7F (1050.000000 sec): 3 clusters
  Score: Raw -4110825.445187 + Penalty 3439.340618 = -4107386.104568
  nChanged 1629
		SP:Iteration 8Q (1050.390000 sec): 3 clusters
  Score: Raw -4111946.000860 + Penalty 3439.340618 = -4108506.660242
  nChanged 1092
		SP:Iteration 9Q (1050.740000 sec): 3 clusters
  Score: Raw -4112626.389559 + Penalty 3439.340618 = -4109187.048941
  nChanged 746
		SP:Iteration 10Q (1051.080000 sec): 3 clusters
  Score: Raw -4113005.672262 + Penalty 3439.340618 = -4109566.331644
  nChanged 514
		SP:Iteration 11Q (1051.370000 sec): 3 clusters
  Score: Raw -4113213.737997 + Penalty 3439.340618 = -4109774.397379
  nChanged 383
		SP:Iteration 12Q (1051.720000 sec): 3 clusters
  Score: Raw -4113338.000610 + Penalty 3439.340618 = -4109898.659991
  nChanged 279
		SP:Iteration 13Q (1052.110000 sec): 3 clusters
  Score: Raw -4113407.605998 + Penalty 3439.340618 = -4109968.265380
  nChanged 213
		SP:Iteration 14Q (1052.530000 sec): 3 clusters
  Score: Raw -4113454.824766 + Penalty 3439.340618 = -4110015.484148
  nChanged 170
		SP:Iteration 15Q (1052.950000 sec): 3 clusters
  Score: Raw -4113492.972293 + Penalty 3439.340618 = -4110053.631674
  nChanged 151
		SP:Iteration 16Q (1053.220000 sec): 3 clusters
  Score: Raw -4113526.880009 + Penalty 3439.340618 = -4110087.539391
  nChanged 128
		SP:Iteration 17Q (1053.630000 sec): 3 clusters
  Score: Raw -4113550.694349 + Penalty 3439.340618 = -4110111.353731
  nChanged 105
		SP:Iteration 18Q (1054.000000 sec): 3 clusters
  Score: Raw -4113568.216897 + Penalty 3439.340618 = -4110128.876279
  nChanged 84
		SP:Iteration 19Q (1054.320000 sec): 3 clusters
  Score: Raw -4113580.192535 + Penalty 3439.340618 = -4110140.851916
  nChanged 56
		SP:Iteration 20F (1054.670000 sec): 3 clusters
  Score: Raw -4113586.841637 + Penalty 3439.340618 = -4110147.501019
  nChanged 38
		SP:Iteration 21Q (1055.080000 sec): 3 clusters
  Score: Raw -4113591.336459 + Penalty 3439.340618 = -4110151.995840
  nChanged 34
		SP:Iteration 22Q (1055.400000 sec): 3 clusters
  Score: Raw -4113594.759121 + Penalty 3439.340618 = -4110155.418503
  nChanged 27
		SP:Iteration 23Q (1055.790000 sec): 3 clusters
  Score: Raw -4113597.985722 + Penalty 3439.340618 = -4110158.645104
  nChanged 22
		SP:Iteration 24Q (1056.150000 sec): 3 clusters
  Score: Raw -4113600.379860 + Penalty 3439.340618 = -4110161.039242
  nChanged 16
		SP:Iteration 25Q (1056.510000 sec): 3 clusters
  Score: Raw -4113601.596316 + Penalty 3439.340618 = -4110162.255698
  nChanged 9
		SP:Iteration 26Q (1056.840000 sec): 3 clusters
  Score: Raw -4113602.077797 + Penalty 3439.340618 = -4110162.737178
  nChanged 6
		SP:Iteration 27Q (1057.160000 sec): 3 clusters
  Score: Raw -4113602.385395 + Penalty 3439.340618 = -4110163.044777
  nChanged 10
		SP:Iteration 28Q (1057.600000 sec): 3 clusters
  Score: Raw -4113603.203704 + Penalty 3439.340618 = -4110163.863086
  nChanged 12
		SP:Iteration 29Q (1057.980000 sec): 3 clusters
  Score: Raw -4113604.283858 + Penalty 3439.340618 = -4110164.943240
  nChanged 8
		SP:Iteration 30Q (1058.350000 sec): 3 clusters
  Score: Raw -4113604.740285 + Penalty 3439.340618 = -4110165.399667
  nChanged 4
		SP:Iteration 31Q (1058.730000 sec): 3 clusters
  Score: Raw -4113604.891195 + Penalty 3439.340618 = -4110165.550577
  nChanged 2
		SP:Iteration 32Q (1059.120000 sec): 3 clusters
  Score: Raw -4113605.009130 + Penalty 3439.340618 = -4110165.668512
  nChanged 4
		SP:Iteration 33Q (1059.530000 sec): 3 clusters
  Score: Raw -4113605.250913 + Penalty 3439.340618 = -4110165.910295
  nChanged 2
		SP:Iteration 34Q (1059.890000 sec): 3 clusters
  Score: Raw -4113605.364639 + Penalty 3439.340618 = -4110166.024021
  nChanged 2
		SP:Iteration 35Q (1060.250000 sec): 3 clusters
  Score: Raw -4113605.630834 + Penalty 3439.340618 = -4110166.290216
  nChanged 4
		SP:Iteration 36Q (1060.610000 sec): 3 clusters
  Score: Raw -4113605.990101 + Penalty 3439.340618 = -4110166.649483
  nChanged 4
		SP:Iteration 37Q (1061.020000 sec): 3 clusters
  Score: Raw -4113606.410092 + Penalty 3439.340618 = -4110167.069474
  nChanged 2
		SP:Iteration 38Q (1061.410000 sec): 3 clusters
  Score: Raw -4113606.527943 + Penalty 3439.340618 = -4110167.187324
  nChanged 1
		SP:Iteration 39Q (1061.790000 sec): 3 clusters
  Score: Raw -4113606.553075 + Penalty 3439.340618 = -4110167.212457
  nChanged 1
		SP:Iteration 40F (1062.210000 sec): 3 clusters
  Score: Raw -4113606.688736 + Penalty 3439.340618 = -4110167.348118
  nChanged 4
		SP:Iteration 41Q (1062.610000 sec): 3 clusters
  Score: Raw -4113607.066416 + Penalty 3439.340618 = -4110167.725798
  nChanged 6
		SP:Iteration 42Q (1063.000000 sec): 3 clusters
  Score: Raw -4113607.547270 + Penalty 3439.340618 = -4110168.206651
  nChanged 5
		SP:Iteration 43Q (1063.390000 sec): 3 clusters
  Score: Raw -4113607.924106 + Penalty 3439.340618 = -4110168.583488
  nChanged 4
		SP:Iteration 44Q (1063.710000 sec): 3 clusters
  Score: Raw -4113608.114287 + Penalty 3439.340618 = -4110168.773669
  nChanged 2
		SP:Iteration 45Q (1064.030000 sec): 3 clusters
  Score: Raw -4113608.237470 + Penalty 3439.340618 = -4110168.896852
  nChanged 2
		SP:Iteration 46Q (1064.360000 sec): 3 clusters
  Score: Raw -4113608.336358 + Penalty 3439.340618 = -4110168.995740
  nChanged 1
		SP:Iteration 47Q (1064.760000 sec): 3 clusters
  Score: Raw -4113608.350988 + Penalty 3439.340618 = -4110169.010370
  nChanged 0
		SP:Iteration 48F (1065.120000 sec): 3 clusters
  Score: Raw -4113608.350988 + Penalty 3439.340618 = -4110169.010370
  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 8.59 GB.

 Trying to split cluster 19 (52489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1065.370000 sec): 2 clusters
  Score: Raw -5501082.218882 + Penalty 1766.108322 = -5499316.110560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1065.830000 sec): 3 clusters
  Score: Raw -5468009.981960 + Penalty 3532.216643 = -5464477.765317
  nChanged 24749
		SP:Iteration 1F (1066.280000 sec): 3 clusters
  Score: Raw -5481920.250702 + Penalty 3532.216643 = -5478388.034058
  nChanged 2348
		SP:Iteration 2Q (1066.690000 sec): 3 clusters
  Score: Raw -5482737.247134 + Penalty 3532.216643 = -5479205.030491
  nChanged 2530
		SP:Iteration 3Q (1067.080000 sec): 3 clusters
  Score: Raw -5484064.658098 + Penalty 3532.216643 = -5480532.441455
  nChanged 3374
		SP:Iteration 4F (1067.520000 sec): 3 clusters
  Score: Raw -5486873.774522 + Penalty 3532.216643 = -5483341.557878
  nChanged 4952
		SP:Iteration 5F (1067.890000 sec): 3 clusters
  Score: Raw -5492643.762905 + Penalty 3532.216643 = -5489111.546262
  nChanged 5908
		SP:Iteration 6F (1068.370000 sec): 3 clusters
  Score: Raw -5499789.808125 + Penalty 3532.216643 = -5496257.591481
  nChanged 5027
		SP:Iteration 7F (1068.980000 sec): 3 clusters
  Score: Raw -5504578.631069 + Penalty 3532.216643 = -5501046.414426
  nChanged 3213
		SP:Iteration 8F (1069.460000 sec): 3 clusters
  Score: Raw -5506584.488609 + Penalty 3532.216643 = -5503052.271966
  nChanged 1837
		SP:Iteration 9Q (1069.900000 sec): 3 clusters
  Score: Raw -5507377.582988 + Penalty 3532.216643 = -5503845.366345
  nChanged 1074
		SP:Iteration 10Q (1070.350000 sec): 3 clusters
  Score: Raw -5507834.294621 + Penalty 3532.216643 = -5504302.077978
  nChanged 786
		SP:Iteration 11Q (1070.760000 sec): 3 clusters
  Score: Raw -5508309.630658 + Penalty 3532.216643 = -5504777.414015
  nChanged 680
		SP:Iteration 12Q (1071.210000 sec): 3 clusters
  Score: Raw -5508681.225524 + Penalty 3532.216643 = -5505149.008880
  nChanged 573
		SP:Iteration 13Q (1071.700000 sec): 3 clusters
  Score: Raw -5508865.740585 + Penalty 3532.216643 = -5505333.523942
  nChanged 404
		SP:Iteration 14Q (1072.130000 sec): 3 clusters
  Score: Raw -5508942.969185 + Penalty 3532.216643 = -5505410.752541
  nChanged 273
		SP:Iteration 15Q (1072.640000 sec): 3 clusters
  Score: Raw -5508976.371999 + Penalty 3532.216643 = -5505444.155356
  nChanged 155
		SP:Iteration 16Q (1073.020000 sec): 3 clusters
  Score: Raw -5508989.747248 + Penalty 3532.216643 = -5505457.530605
  nChanged 97
		SP:Iteration 17Q (1073.470000 sec): 3 clusters
  Score: Raw -5508995.126926 + Penalty 3532.216643 = -5505462.910283
  nChanged 65
		SP:Iteration 18Q (1073.880000 sec): 3 clusters
  Score: Raw -5508997.690269 + Penalty 3532.216643 = -5505465.473626
  nChanged 55
		SP:Iteration 19Q (1074.300000 sec): 3 clusters
  Score: Raw -5508999.631410 + Penalty 3532.216643 = -5505467.414767
  nChanged 36
		SP:Iteration 20F (1074.700000 sec): 3 clusters
  Score: Raw -5509000.680499 + Penalty 3532.216643 = -5505468.463856
  nChanged 31
		SP:Iteration 21Q (1075.150000 sec): 3 clusters
  Score: Raw -5509001.625462 + Penalty 3532.216643 = -5505469.408819
  nChanged 26
		SP:Iteration 22Q (1075.590000 sec): 3 clusters
  Score: Raw -5509002.420675 + Penalty 3532.216643 = -5505470.204032
  nChanged 27
		SP:Iteration 23Q (1075.980000 sec): 3 clusters
  Score: Raw -5509003.207156 + Penalty 3532.216643 = -5505470.990513
  nChanged 20
		SP:Iteration 24Q (1076.450000 sec): 3 clusters
  Score: Raw -5509003.575750 + Penalty 3532.216643 = -5505471.359107
  nChanged 10
		SP:Iteration 25Q (1077.020000 sec): 3 clusters
  Score: Raw -5509003.800516 + Penalty 3532.216643 = -5505471.583873
  nChanged 5
		SP:Iteration 26Q (1077.470000 sec): 3 clusters
  Score: Raw -5509003.912856 + Penalty 3532.216643 = -5505471.696212
  nChanged 4
		SP:Iteration 27Q (1077.940000 sec): 3 clusters
  Score: Raw -5509003.982578 + Penalty 3532.216643 = -5505471.765935
  nChanged 4
		SP:Iteration 28Q (1078.400000 sec): 3 clusters
  Score: Raw -5509004.068172 + Penalty 3532.216643 = -5505471.851529
  nChanged 4
		SP:Iteration 29Q (1078.770000 sec): 3 clusters
  Score: Raw -5509004.145216 + Penalty 3532.216643 = -5505471.928573
  nChanged 4
		SP:Iteration 30Q (1079.200000 sec): 3 clusters
  Score: Raw -5509004.214737 + Penalty 3532.216643 = -5505471.998094
  nChanged 8
		SP:Iteration 31Q (1079.650000 sec): 3 clusters
  Score: Raw -5509004.395110 + Penalty 3532.216643 = -5505472.178467
  nChanged 6
		SP:Iteration 32Q (1080.040000 sec): 3 clusters
  Score: Raw -5509004.491823 + Penalty 3532.216643 = -5505472.275179
  nChanged 3
		SP:Iteration 33Q (1080.540000 sec): 3 clusters
  Score: Raw -5509004.541432 + Penalty 3532.216643 = -5505472.324789
  nChanged 2
		SP:Iteration 34Q (1080.930000 sec): 3 clusters
  Score: Raw -5509004.584167 + Penalty 3532.216643 = -5505472.367524
  nChanged 3
		SP:Iteration 35Q (1081.420000 sec): 3 clusters
  Score: Raw -5509004.647598 + Penalty 3532.216643 = -5505472.430955
  nChanged 2
		SP:Iteration 36Q (1081.910000 sec): 3 clusters
  Score: Raw -5509004.679316 + Penalty 3532.216643 = -5505472.462673
  nChanged 3
		SP:Iteration 37Q (1082.370000 sec): 3 clusters
  Score: Raw -5509004.707585 + Penalty 3532.216643 = -5505472.490942
  nChanged 1
		SP:Iteration 38Q (1082.850000 sec): 3 clusters
  Score: Raw -5509004.724485 + Penalty 3532.216643 = -5505472.507842
  nChanged 0
		SP:Iteration 39F (1083.300000 sec): 3 clusters
  Score: Raw -5509004.724485 + Penalty 3532.216643 = -5505472.507842
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Iteration 20F (1159.810000 sec): 34 clusters
  Score: Raw -107309626.412121 + Penalty 74603.197610 = -107235023.214511
  nChanged 47854
Iteration 21Q (1206.590000 sec): 34 clusters
  Score: Raw -107333512.673377 + Penalty 74603.197610 = -107258909.475767
  nChanged 27314
Iteration 22Q (1245.540000 sec): 34 clusters
  Score: Raw -107343064.006389 + Penalty 74603.197610 = -107268460.808779
  nChanged 20325
Iteration 23Q (1287.500000 sec): 34 clusters
  Score: Raw -107348877.408859 + Penalty 74603.197610 = -107274274.211249
  nChanged 16754
Iteration 24Q (1322.380000 sec): 34 clusters
  Score: Raw -107353239.131764 + Penalty 74603.197610 = -107278635.934154
  nChanged 14762
Iteration 25Q (1361.330000 sec): 34 clusters
  Score: Raw -107356803.644013 + Penalty 74603.197610 = -107282200.446403
  nChanged 13079
Iteration 26Q (1401.250000 sec): 34 clusters
  Score: Raw -107359857.375380 + Penalty 74603.197610 = -107285254.177770
  nChanged 12201
Iteration 27Q (1441.000000 sec): 34 clusters
  Score: Raw -107362710.437504 + Penalty 74603.197610 = -107288107.239894
  nChanged 11514
Iteration 28Q (1478.740000 sec): 34 clusters
  Score: Raw -107365416.347577 + Penalty 74603.197610 = -107290813.149967
  nChanged 11005
Iteration 29Q (1516.280000 sec): 34 clusters
  Score: Raw -107368031.134103 + Penalty 74603.197610 = -107293427.936493
  nChanged 10832
Iteration 30Q (1552.400000 sec): 34 clusters
  Score: Raw -107370840.225382 + Penalty 74603.197610 = -107296237.027772
  nChanged 10827
Iteration 31Q (1590.960000 sec): 34 clusters
  Score: Raw -107374367.701657 + Penalty 74603.197610 = -107299764.504047
  nChanged 10884
Iteration 32Q (1627.950000 sec): 34 clusters
  Score: Raw -107379586.841076 + Penalty 74603.197610 = -107304983.643466
  nChanged 11018
Iteration 33Q (1665.100000 sec): 34 clusters
  Score: Raw -107384225.360759 + Penalty 74603.197610 = -107309622.163149
  nChanged 10529
Iteration 34Q (1707.480000 sec): 34 clusters
  Score: Raw -107386897.575251 + Penalty 74603.197610 = -107312294.377641
  nChanged 9829
Iteration 35Q (1746.830000 sec): 34 clusters
  Score: Raw -107389331.410348 + Penalty 74603.197610 = -107314728.212738
  nChanged 9254
Iteration 36Q (1782.990000 sec): 34 clusters
  Score: Raw -107391844.236183 + Penalty 74603.197610 = -107317241.038573
  nChanged 9015
Iteration 37Q (1819.350000 sec): 34 clusters
  Score: Raw -107394425.161026 + Penalty 74603.197610 = -107319821.963416
  nChanged 8812
Iteration 38Q (1855.950000 sec): 34 clusters
  Score: Raw -107397128.517005 + Penalty 74603.197610 = -107322525.319395
  nChanged 8542
Iteration 39Q (1893.110000 sec): 34 clusters
  Score: Raw -107399825.515664 + Penalty 74603.197610 = -107325222.318054
  nChanged 8189
Iteration 40F (1959.070000 sec): 34 clusters
  Score: Raw -107405566.729118 + Penalty 74603.197610 = -107330963.531508
  nChanged 10608
Iteration 41Q (1996.610000 sec): 34 clusters
  Score: Raw -107413700.027136 + Penalty 74603.197610 = -107339096.829526
  nChanged 11877
Iteration 42Q (2031.390000 sec): 34 clusters
  Score: Raw -107423449.156726 + Penalty 74603.197610 = -107348845.959116
  nChanged 11987
Iteration 43Q (2066.370000 sec): 34 clusters
  Score: Raw -107430729.761821 + Penalty 74603.197610 = -107356126.564211
  nChanged 11059
Iteration 44Q (2102.960000 sec): 34 clusters
  Score: Raw -107434865.653311 + Penalty 74603.197610 = -107360262.455701
  nChanged 9792
Iteration 45Q (2141.390000 sec): 34 clusters
  Score: Raw -107437745.052652 + Penalty 74603.197610 = -107363141.855042
  nChanged 8734
Iteration 46Q (2181.440000 sec): 34 clusters
  Score: Raw -107439929.188417 + Penalty 74603.197610 = -107365325.990807
  nChanged 7800
Iteration 47Q (2221.490000 sec): 34 clusters
  Score: Raw -107441704.897331 + Penalty 74603.197610 = -107367101.699721
  nChanged 7308
Iteration 48Q (2259.730000 sec): 34 clusters
  Score: Raw -107443205.432602 + Penalty 74603.197610 = -107368602.234992
  nChanged 6856
Iteration 49Q (2298.160000 sec): 34 clusters
  Score: Raw -107444481.498960 + Penalty 74603.197610 = -107369878.301350
  nChanged 6422
Iteration 50Q (2336.740000 sec): 34 clusters
  Score: Raw -107445617.536866 + Penalty 74603.197610 = -107371014.339256
  nChanged 5924
Iteration 51Q (2373.630000 sec): 34 clusters
  Score: Raw -107446616.604311 + Penalty 74603.197610 = -107372013.406701
  nChanged 5439
Iteration 52Q (2411.620000 sec): 34 clusters
  Score: Raw -107447520.205712 + Penalty 74603.197610 = -107372917.008102
  nChanged 5096
Iteration 53Q (2451.300000 sec): 34 clusters
  Score: Raw -107448384.564683 + Penalty 74603.197610 = -107373781.367073
  nChanged 4695
Iteration 54Q (2488.870000 sec): 34 clusters
  Score: Raw -107449118.863443 + Penalty 74603.197610 = -107374515.665833
  nChanged 4486
Iteration 55Q (2526.140000 sec): 34 clusters
  Score: Raw -107449797.316909 + Penalty 74603.197610 = -107375194.119299
  nChanged 4209
Iteration 56Q (2564.600000 sec): 34 clusters
  Score: Raw -107450405.673499 + Penalty 74603.197610 = -107375802.475889
  nChanged 3975
Iteration 57Q (2603.760000 sec): 34 clusters
  Score: Raw -107450943.623310 + Penalty 74603.197610 = -107376340.425700
  nChanged 3741
Iteration 58Q (2642.370000 sec): 34 clusters
  Score: Raw -107451397.381920 + Penalty 74603.197610 = -107376794.184310
  nChanged 3531
Writing temp clu file 
Because OldScore, -107376340.425700, is greater than current (better) Score,-107376794.184310 
 Compute initial score before splitting:   Score: Raw -107451397.381920 + Penalty 74603.197610 = -107376794.184310
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (266388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2643.780000 sec): 2 clusters
  Score: Raw -26358152.224530 + Penalty 2030.065240 = -26356122.159290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2645.080000 sec): 3 clusters
  Score: Raw -26180697.610964 + Penalty 4060.130481 = -26176637.480484
  nChanged 129739
		SP:Iteration 1F (2646.360000 sec): 3 clusters
  Score: Raw -26259867.320526 + Penalty 4060.130481 = -26255807.190045
  nChanged 9963
		SP:Iteration 2Q (2647.840000 sec): 3 clusters
  Score: Raw -26263077.567563 + Penalty 4060.130481 = -26259017.437082
  nChanged 11328
		SP:Iteration 3Q (2649.450000 sec): 3 clusters
  Score: Raw -26267583.364923 + Penalty 4060.130481 = -26263523.234442
  nChanged 13216
		SP:Iteration 4Q (2651.390000 sec): 3 clusters
  Score: Raw -26273863.848412 + Penalty 4060.130481 = -26269803.717932
  nChanged 15000
		SP:Iteration 5F (2653.060000 sec): 3 clusters
  Score: Raw -26282498.820234 + Penalty 4060.130481 = -26278438.689753
  nChanged 16555
		SP:Iteration 6F (2654.540000 sec): 3 clusters
  Score: Raw -26293412.186561 + Penalty 4060.130481 = -26289352.056080
  nChanged 17150
		SP:Iteration 7F (2656.050000 sec): 3 clusters
  Score: Raw -26306096.964701 + Penalty 4060.130481 = -26302036.834220
  nChanged 16547
		SP:Iteration 8F (2657.430000 sec): 3 clusters
  Score: Raw -26319428.864733 + Penalty 4060.130481 = -26315368.734252
  nChanged 14657
		SP:Iteration 9F (2658.790000 sec): 3 clusters
  Score: Raw -26331368.354753 + Penalty 4060.130481 = -26327308.224273
  nChanged 11782
		SP:Iteration 10Q (2660.140000 sec): 3 clusters
  Score: Raw -26341205.461516 + Penalty 4060.130481 = -26337145.331036
  nChanged 9337
		SP:Iteration 11Q (2661.460000 sec): 3 clusters
  Score: Raw -26349207.912549 + Penalty 4060.130481 = -26345147.782068
  nChanged 7125
		SP:Iteration 12Q (2662.850000 sec): 3 clusters
  Score: Raw -26354491.303874 + Penalty 4060.130481 = -26350431.173393
  nChanged 5226
		SP:Iteration 13Q (2664.020000 sec): 3 clusters
  Score: Raw -26357121.819656 + Penalty 4060.130481 = -26353061.689175
  nChanged 3904
		SP:Iteration 14Q (2665.260000 sec): 3 clusters
  Score: Raw -26358486.638612 + Penalty 4060.130481 = -26354426.508131
  nChanged 2845
		SP:Iteration 15Q (2666.520000 sec): 3 clusters
  Score: Raw -26359212.489903 + Penalty 4060.130481 = -26355152.359422
  nChanged 2042
		SP:Iteration 16Q (2667.850000 sec): 3 clusters
  Score: Raw -26359624.185594 + Penalty 4060.130481 = -26355564.055114
  nChanged 1639
		SP:Iteration 17Q (2669.170000 sec): 3 clusters
  Score: Raw -26359911.759474 + Penalty 4060.130481 = -26355851.628993
  nChanged 1336
		SP:Iteration 18Q (2670.470000 sec): 3 clusters
  Score: Raw -26360113.468896 + Penalty 4060.130481 = -26356053.338415
  nChanged 1122
		SP:Iteration 19Q (2671.740000 sec): 3 clusters
  Score: Raw -26360256.193383 + Penalty 4060.130481 = -26356196.062902
  nChanged 908
		SP:Iteration 20F (2673.080000 sec): 3 clusters
  Score: Raw -26360364.518765 + Penalty 4060.130481 = -26356304.388284
  nChanged 791
		SP:Iteration 21Q (2674.460000 sec): 3 clusters
  Score: Raw -26360446.077187 + Penalty 4060.130481 = -26356385.946706
  nChanged 746
		SP:Iteration 22Q (2675.840000 sec): 3 clusters
  Score: Raw -26360515.253477 + Penalty 4060.130481 = -26356455.122996
  nChanged 697
		SP:Iteration 23Q (2677.670000 sec): 3 clusters
  Score: Raw -26360578.229636 + Penalty 4060.130481 = -26356518.099155
  nChanged 701
		SP:Iteration 24Q (2679.330000 sec): 3 clusters
  Score: Raw -26360645.217920 + Penalty 4060.130481 = -26356585.087439
  nChanged 720
		SP:Iteration 25Q (2680.720000 sec): 3 clusters
  Score: Raw -26360712.871925 + Penalty 4060.130481 = -26356652.741445
  nChanged 716
		SP:Iteration 26Q (2681.960000 sec): 3 clusters
  Score: Raw -26360781.722863 + Penalty 4060.130481 = -26356721.592382
  nChanged 728
		SP:Iteration 27Q (2683.310000 sec): 3 clusters
  Score: Raw -26360856.806305 + Penalty 4060.130481 = -26356796.675824
  nChanged 746
		SP:Iteration 28Q (2684.410000 sec): 3 clusters
  Score: Raw -26360937.397384 + Penalty 4060.130481 = -26356877.266904
  nChanged 766
		SP:Iteration 29Q (2685.640000 sec): 3 clusters
  Score: Raw -26361017.499925 + Penalty 4060.130481 = -26356957.369444
  nChanged 725
		SP:Iteration 30Q (2686.960000 sec): 3 clusters
  Score: Raw -26361095.662952 + Penalty 4060.130481 = -26357035.532471
  nChanged 747
		SP:Iteration 31Q (2688.150000 sec): 3 clusters
  Score: Raw -26361180.473526 + Penalty 4060.130481 = -26357120.343045
  nChanged 773
		SP:Iteration 32Q (2689.360000 sec): 3 clusters
  Score: Raw -26361273.471364 + Penalty 4060.130481 = -26357213.340884
  nChanged 789
		SP:Iteration 33Q (2690.740000 sec): 3 clusters
  Score: Raw -26361370.770883 + Penalty 4060.130481 = -26357310.640402
  nChanged 766
		SP:Iteration 34Q (2692.070000 sec): 3 clusters
  Score: Raw -26361464.264742 + Penalty 4060.130481 = -26357404.134262
  nChanged 754
		SP:Iteration 35Q (2693.410000 sec): 3 clusters
  Score: Raw -26361549.015790 + Penalty 4060.130481 = -26357488.885310
  nChanged 714
		SP:Iteration 36Q (2694.620000 sec): 3 clusters
  Score: Raw -26361633.385014 + Penalty 4060.130481 = -26357573.254533
  nChanged 754
		SP:Iteration 37Q (2695.750000 sec): 3 clusters
  Score: Raw -26361726.445985 + Penalty 4060.130481 = -26357666.315504
  nChanged 742
		SP:Iteration 38Q (2697.080000 sec): 3 clusters
  Score: Raw -26361820.650908 + Penalty 4060.130481 = -26357760.520427
  nChanged 765
		SP:Iteration 39Q (2698.400000 sec): 3 clusters
  Score: Raw -26361921.479990 + Penalty 4060.130481 = -26357861.349509
  nChanged 814
		SP:Iteration 40F (2700.090000 sec): 3 clusters
  Score: Raw -26362030.456746 + Penalty 4060.130481 = -26357970.326265
  nChanged 754
		SP:Iteration 41Q (2701.530000 sec): 3 clusters
  Score: Raw -26362130.200073 + Penalty 4060.130481 = -26358070.069592
  nChanged 770
		SP:Iteration 42Q (2703.070000 sec): 3 clusters
  Score: Raw -26362234.464471 + Penalty 4060.130481 = -26358174.333990
  nChanged 712
		SP:Iteration 43Q (2704.410000 sec): 3 clusters
  Score: Raw -26362331.671200 + Penalty 4060.130481 = -26358271.540719
  nChanged 719
		SP:Iteration 44Q (2705.690000 sec): 3 clusters
  Score: Raw -26362433.734350 + Penalty 4060.130481 = -26358373.603869
  nChanged 703
		SP:Iteration 45Q (2707.050000 sec): 3 clusters
  Score: Raw -26362537.692497 + Penalty 4060.130481 = -26358477.562016
  nChanged 708
		SP:Iteration 46Q (2708.250000 sec): 3 clusters
  Score: Raw -26362648.511697 + Penalty 4060.130481 = -26358588.381216
  nChanged 687
		SP:Iteration 47Q (2709.560000 sec): 3 clusters
  Score: Raw -26362746.775464 + Penalty 4060.130481 = -26358686.644983
  nChanged 602
		SP:Iteration 48Q (2710.910000 sec): 3 clusters
  Score: Raw -26362823.790950 + Penalty 4060.130481 = -26358763.660470
  nChanged 526
		SP:Iteration 49Q (2712.110000 sec): 3 clusters
  Score: Raw -26362888.684045 + Penalty 4060.130481 = -26358828.553564
  nChanged 510
		SP:Iteration 50Q (2713.370000 sec): 3 clusters
  Score: Raw -26362947.008206 + Penalty 4060.130481 = -26358886.877725
  nChanged 466
		SP:Iteration 51Q (2714.820000 sec): 3 clusters
  Score: Raw -26363002.025384 + Penalty 4060.130481 = -26358941.894903
  nChanged 464
		SP:Iteration 52Q (2716.220000 sec): 3 clusters
  Score: Raw -26363053.549430 + Penalty 4060.130481 = -26358993.418949
  nChanged 428
		SP:Iteration 53Q (2717.470000 sec): 3 clusters
  Score: Raw -26363099.068704 + Penalty 4060.130481 = -26359038.938223
  nChanged 398
		SP:Iteration 54Q (2718.810000 sec): 3 clusters
  Score: Raw -26363141.456821 + Penalty 4060.130481 = -26359081.326340
  nChanged 382
		SP:Iteration 55Q (2720.190000 sec): 3 clusters
  Score: Raw -26363182.713978 + Penalty 4060.130481 = -26359122.583497
  nChanged 341
		SP:Iteration 56Q (2721.460000 sec): 3 clusters
  Score: Raw -26363216.516704 + Penalty 4060.130481 = -26359156.386224
  nChanged 296
		SP:Iteration 57Q (2723.050000 sec): 3 clusters
  Score: Raw -26363243.937917 + Penalty 4060.130481 = -26359183.807437
  nChanged 272
		SP:Iteration 58Q (2724.470000 sec): 3 clusters
  Score: Raw -26363268.368662 + Penalty 4060.130481 = -26359208.238182
  nChanged 277
		SP:Iteration 59Q (2726.010000 sec): 3 clusters
  Score: Raw -26363290.564112 + Penalty 4060.130481 = -26359230.433632
  nChanged 231
		SP:Iteration 60F (2727.440000 sec): 3 clusters
  Score: Raw -26363310.568921 + Penalty 4060.130481 = -26359250.438441
  nChanged 237
		SP:Iteration 61Q (2728.710000 sec): 3 clusters
  Score: Raw -26363330.322365 + Penalty 4060.130481 = -26359270.191884
  nChanged 189
		SP:Iteration 62Q (2730.150000 sec): 3 clusters
  Score: Raw -26363345.961413 + Penalty 4060.130481 = -26359285.830932
  nChanged 182
		SP:Iteration 63Q (2731.650000 sec): 3 clusters
  Score: Raw -26363360.649668 + Penalty 4060.130481 = -26359300.519187
  nChanged 155
		SP:Iteration 64Q (2733.250000 sec): 3 clusters
  Score: Raw -26363372.237619 + Penalty 4060.130481 = -26359312.107139
  nChanged 153
		SP:Iteration 65Q (2734.940000 sec): 3 clusters
  Score: Raw -26363383.064162 + Penalty 4060.130481 = -26359322.933682
  nChanged 138
		SP:Iteration 66Q (2736.210000 sec): 3 clusters
  Score: Raw -26363393.359673 + Penalty 4060.130481 = -26359333.229193
  nChanged 131
		SP:Iteration 67Q (2737.610000 sec): 3 clusters
  Score: Raw -26363401.677609 + Penalty 4060.130481 = -26359341.547129
  nChanged 121
		SP:Iteration 68Q (2738.730000 sec): 3 clusters
  Score: Raw -26363410.069574 + Penalty 4060.130481 = -26359349.939093
  nChanged 110
		SP:Iteration 69Q (2740.030000 sec): 3 clusters
  Score: Raw -26363418.545372 + Penalty 4060.130481 = -26359358.414892
  nChanged 119
		SP:Iteration 70Q (2741.570000 sec): 3 clusters
  Score: Raw -26363428.173945 + Penalty 4060.130481 = -26359368.043464
  nChanged 121
		SP:Iteration 71Q (2743.030000 sec): 3 clusters
  Score: Raw -26363438.556467 + Penalty 4060.130481 = -26359378.425986
  nChanged 130
		SP:Iteration 72Q (2744.500000 sec): 3 clusters
  Score: Raw -26363449.953784 + Penalty 4060.130481 = -26359389.823303
  nChanged 134
		SP:Iteration 73Q (2745.860000 sec): 3 clusters
  Score: Raw -26363464.026104 + Penalty 4060.130481 = -26359403.895623
  nChanged 151
		SP:Iteration 74Q (2747.130000 sec): 3 clusters
  Score: Raw -26363479.113890 + Penalty 4060.130481 = -26359418.983410
  nChanged 161
		SP:Iteration 75Q (2748.470000 sec): 3 clusters
  Score: Raw -26363495.166683 + Penalty 4060.130481 = -26359435.036202
  nChanged 144
		SP:Iteration 76Q (2749.730000 sec): 3 clusters
  Score: Raw -26363508.649769 + Penalty 4060.130481 = -26359448.519289
  nChanged 142
		SP:Iteration 77Q (2751.030000 sec): 3 clusters
  Score: Raw -26363519.697231 + Penalty 4060.130481 = -26359459.566750
  nChanged 130
		SP:Iteration 78Q (2752.450000 sec): 3 clusters
  Score: Raw -26363530.271124 + Penalty 4060.130481 = -26359470.140644
  nChanged 112
		SP:Iteration 79Q (2753.800000 sec): 3 clusters
  Score: Raw -26363539.609093 + Penalty 4060.130481 = -26359479.478613
  nChanged 114
		SP:Iteration 80F (2755.470000 sec): 3 clusters
  Score: Raw -26363549.533754 + Penalty 4060.130481 = -26359489.403273
  nChanged 111
		SP:Iteration 81Q (2756.780000 sec): 3 clusters
  Score: Raw -26363558.687390 + Penalty 4060.130481 = -26359498.556909
  nChanged 100
		SP:Iteration 82Q (2758.070000 sec): 3 clusters
  Score: Raw -26363568.219187 + Penalty 4060.130481 = -26359508.088706
  nChanged 111
		SP:Iteration 83Q (2759.450000 sec): 3 clusters
  Score: Raw -26363577.788909 + Penalty 4060.130481 = -26359517.658428
  nChanged 97
		SP:Iteration 84Q (2760.720000 sec): 3 clusters
  Score: Raw -26363585.676414 + Penalty 4060.130481 = -26359525.545933
  nChanged 92
		SP:Iteration 85Q (2762.010000 sec): 3 clusters
  Score: Raw -26363592.364507 + Penalty 4060.130481 = -26359532.234027
  nChanged 77
		SP:Iteration 86Q (2763.320000 sec): 3 clusters
  Score: Raw -26363597.899353 + Penalty 4060.130481 = -26359537.768873
  nChanged 83
		SP:Iteration 87Q (2764.640000 sec): 3 clusters
  Score: Raw -26363603.188694 + Penalty 4060.130481 = -26359543.058213
  nChanged 73
		SP:Iteration 88Q (2765.900000 sec): 3 clusters
  Score: Raw -26363607.706653 + Penalty 4060.130481 = -26359547.576172
  nChanged 69
		SP:Iteration 89Q (2767.240000 sec): 3 clusters
  Score: Raw -26363612.316520 + Penalty 4060.130481 = -26359552.186039
  nChanged 70
		SP:Iteration 90Q (2768.580000 sec): 3 clusters
  Score: Raw -26363617.294629 + Penalty 4060.130481 = -26359557.164148
  nChanged 71
		SP:Iteration 91Q (2769.920000 sec): 3 clusters
  Score: Raw -26363621.324776 + Penalty 4060.130481 = -26359561.194295
  nChanged 52
		SP:Iteration 92Q (2771.370000 sec): 3 clusters
  Score: Raw -26363624.407649 + Penalty 4060.130481 = -26359564.277169
  nChanged 58
		SP:Iteration 93Q (2772.610000 sec): 3 clusters
  Score: Raw -26363627.584938 + Penalty 4060.130481 = -26359567.454457
  nChanged 56
		SP:Iteration 94Q (2773.880000 sec): 3 clusters
  Score: Raw -26363630.279457 + Penalty 4060.130481 = -26359570.148976
  nChanged 43
		SP:Iteration 95Q (2775.130000 sec): 3 clusters
  Score: Raw -26363632.192339 + Penalty 4060.130481 = -26359572.061858
  nChanged 36
		SP:Iteration 96Q (2776.440000 sec): 3 clusters
  Score: Raw -26363633.978399 + Penalty 4060.130481 = -26359573.847919
  nChanged 40
		SP:Iteration 97Q (2777.790000 sec): 3 clusters
  Score: Raw -26363635.937700 + Penalty 4060.130481 = -26359575.807219
  nChanged 34
		SP:Iteration 98Q (2779.370000 sec): 3 clusters
  Score: Raw -26363637.546608 + Penalty 4060.130481 = -26359577.416128
  nChanged 36
		SP:Iteration 99Q (2780.680000 sec): 3 clusters
  Score: Raw -26363639.412754 + Penalty 4060.130481 = -26359579.282274
  nChanged 41
		SP:Iteration 100F (2782.140000 sec): 3 clusters
  Score: Raw -26363641.276196 + Penalty 4060.130481 = -26359581.145716
  nChanged 32
		SP:Iteration 101Q (2783.780000 sec): 3 clusters
  Score: Raw -26363642.795509 + Penalty 4060.130481 = -26359582.665029
  nChanged 38
		SP:Iteration 102Q (2784.980000 sec): 3 clusters
  Score: Raw -26363644.677566 + Penalty 4060.130481 = -26359584.547085
  nChanged 36
		SP:Iteration 103Q (2786.440000 sec): 3 clusters
  Score: Raw -26363646.239583 + Penalty 4060.130481 = -26359586.109102
  nChanged 23
		SP:Iteration 104Q (2787.780000 sec): 3 clusters
  Score: Raw -26363647.120019 + Penalty 4060.130481 = -26359586.989538
  nChanged 23
		SP:Iteration 105Q (2789.000000 sec): 3 clusters
  Score: Raw -26363648.054875 + Penalty 4060.130481 = -26359587.924394
  nChanged 19
		SP:Iteration 106Q (2790.220000 sec): 3 clusters
  Score: Raw -26363648.905881 + Penalty 4060.130481 = -26359588.775401
  nChanged 19
		SP:Iteration 107Q (2791.640000 sec): 3 clusters
  Score: Raw -26363649.574883 + Penalty 4060.130481 = -26359589.444403
  nChanged 14
		SP:Iteration 108Q (2792.970000 sec): 3 clusters
  Score: Raw -26363650.173813 + Penalty 4060.130481 = -26359590.043332
  nChanged 11
		SP:Iteration 109Q (2794.380000 sec): 3 clusters
  Score: Raw -26363650.650489 + Penalty 4060.130481 = -26359590.520008
  nChanged 14
		SP:Iteration 110Q (2795.720000 sec): 3 clusters
  Score: Raw -26363651.416518 + Penalty 4060.130481 = -26359591.286037
  nChanged 27
		SP:Iteration 111Q (2797.030000 sec): 3 clusters
  Score: Raw -26363652.983816 + Penalty 4060.130481 = -26359592.853335
  nChanged 20
		SP:Iteration 112Q (2798.480000 sec): 3 clusters
  Score: Raw -26363653.853039 + Penalty 4060.130481 = -26359593.722558
  nChanged 13
		SP:Iteration 113Q (2799.880000 sec): 3 clusters
  Score: Raw -26363654.327262 + Penalty 4060.130481 = -26359594.196782
  nChanged 13
		SP:Iteration 114Q (2801.330000 sec): 3 clusters
  Score: Raw -26363654.982752 + Penalty 4060.130481 = -26359594.852271
  nChanged 16
		SP:Iteration 115Q (2802.570000 sec): 3 clusters
  Score: Raw -26363655.698704 + Penalty 4060.130481 = -26359595.568223
  nChanged 9
		SP:Iteration 116Q (2803.940000 sec): 3 clusters
  Score: Raw -26363656.176046 + Penalty 4060.130481 = -26359596.045565
  nChanged 11
		SP:Iteration 117Q (2805.520000 sec): 3 clusters
  Score: Raw -26363656.585799 + Penalty 4060.130481 = -26359596.455318
  nChanged 6
		SP:Iteration 118Q (2806.890000 sec): 3 clusters
  Score: Raw -26363656.747664 + Penalty 4060.130481 = -26359596.617184
  nChanged 4
		SP:Iteration 119Q (2808.570000 sec): 3 clusters
  Score: Raw -26363656.873886 + Penalty 4060.130481 = -26359596.743405
  nChanged 6
		SP:Iteration 120F (2810.170000 sec): 3 clusters
  Score: Raw -26363657.048202 + Penalty 4060.130481 = -26359596.917721
  nChanged 3
		SP:Iteration 121Q (2811.450000 sec): 3 clusters
  Score: Raw -26363657.153892 + Penalty 4060.130481 = -26359597.023412
  nChanged 3
		SP:Iteration 122Q (2812.830000 sec): 3 clusters
  Score: Raw -26363657.228419 + Penalty 4060.130481 = -26359597.097938
  nChanged 2
		SP:Iteration 123Q (2814.210000 sec): 3 clusters
  Score: Raw -26363657.288662 + Penalty 4060.130481 = -26359597.158181
  nChanged 3
		SP:Iteration 124Q (2815.460000 sec): 3 clusters
  Score: Raw -26363657.452113 + Penalty 4060.130481 = -26359597.321632
  nChanged 7
		SP:Iteration 125Q (2816.850000 sec): 3 clusters
  Score: Raw -26363657.787952 + Penalty 4060.130481 = -26359597.657472
  nChanged 11
		SP:Iteration 126Q (2818.060000 sec): 3 clusters
  Score: Raw -26363658.227929 + Penalty 4060.130481 = -26359598.097448
  nChanged 9
		SP:Iteration 127Q (2819.220000 sec): 3 clusters
  Score: Raw -26363658.583852 + Penalty 4060.130481 = -26359598.453371
  nChanged 6
		SP:Iteration 128Q (2820.340000 sec): 3 clusters
  Score: Raw -26363658.878155 + Penalty 4060.130481 = -26359598.747674
  nChanged 7
		SP:Iteration 129Q (2821.700000 sec): 3 clusters
  Score: Raw -26363659.104168 + Penalty 4060.130481 = -26359598.973687
  nChanged 2
		SP:Iteration 130Q (2823.060000 sec): 3 clusters
  Score: Raw -26363659.189319 + Penalty 4060.130481 = -26359599.058838
  nChanged 4
		SP:Iteration 131Q (2824.230000 sec): 3 clusters
  Score: Raw -26363659.293311 + Penalty 4060.130481 = -26359599.162830
  nChanged 2
		SP:Iteration 132Q (2825.640000 sec): 3 clusters
  Score: Raw -26363659.396605 + Penalty 4060.130481 = -26359599.266124
  nChanged 1
		SP:Iteration 133Q (2826.860000 sec): 3 clusters
  Score: Raw -26363659.447330 + Penalty 4060.130481 = -26359599.316849
  nChanged 0
		SP:Iteration 134F (2828.340000 sec): 3 clusters
  Score: Raw -26363659.447330 + Penalty 4060.130481 = -26359599.316849
  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 8.59 GB.

 Trying to split cluster 2 (31136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2828.620000 sec): 2 clusters
  Score: Raw -2799273.598555 + Penalty 1681.244498 = -2797592.354057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2828.880000 sec): 3 clusters
  Score: Raw -2780146.297598 + Penalty 3362.488995 = -2776783.808603
  nChanged 14291
		SP:Iteration 1F (2829.180000 sec): 3 clusters
  Score: Raw -2789044.086167 + Penalty 3362.488995 = -2785681.597172
  nChanged 2126
		SP:Iteration 2F (2829.540000 sec): 3 clusters
  Score: Raw -2790412.686149 + Penalty 3362.488995 = -2787050.197154
  nChanged 2214
		SP:Iteration 3F (2829.850000 sec): 3 clusters
  Score: Raw -2791746.913103 + Penalty 3362.488995 = -2788384.424108
  nChanged 2147
		SP:Iteration 4F (2830.150000 sec): 3 clusters
  Score: Raw -2793052.003977 + Penalty 3362.488995 = -2789689.514981
  nChanged 2003
		SP:Iteration 5F (2830.450000 sec): 3 clusters
  Score: Raw -2794440.510531 + Penalty 3362.488995 = -2791078.021536
  nChanged 1919
		SP:Iteration 6F (2830.770000 sec): 3 clusters
  Score: Raw -2795906.441602 + Penalty 3362.488995 = -2792543.952606
  nChanged 1790
		SP:Iteration 7F (2831.070000 sec): 3 clusters
  Score: Raw -2797360.561485 + Penalty 3362.488995 = -2793998.072490
  nChanged 1603
		SP:Iteration 8F (2831.400000 sec): 3 clusters
  Score: Raw -2798737.051898 + Penalty 3362.488995 = -2795374.562903
  nChanged 1279
		SP:Iteration 9Q (2831.720000 sec): 3 clusters
  Score: Raw -2799817.605525 + Penalty 3362.488995 = -2796455.116530
  nChanged 945
		SP:Iteration 10Q (2832.060000 sec): 3 clusters
  Score: Raw -2800562.705381 + Penalty 3362.488995 = -2797200.216386
  nChanged 685
		SP:Iteration 11Q (2832.380000 sec): 3 clusters
  Score: Raw -2801049.528245 + Penalty 3362.488995 = -2797687.039250
  nChanged 522
		SP:Iteration 12Q (2832.670000 sec): 3 clusters
  Score: Raw -2801381.033490 + Penalty 3362.488995 = -2798018.544495
  nChanged 373
		SP:Iteration 13Q (2832.980000 sec): 3 clusters
  Score: Raw -2801616.083761 + Penalty 3362.488995 = -2798253.594766
  nChanged 295
		SP:Iteration 14Q (2833.270000 sec): 3 clusters
  Score: Raw -2801791.917109 + Penalty 3362.488995 = -2798429.428114
  nChanged 220
		SP:Iteration 15Q (2833.510000 sec): 3 clusters
  Score: Raw -2801942.496778 + Penalty 3362.488995 = -2798580.007783
  nChanged 185
		SP:Iteration 16Q (2833.810000 sec): 3 clusters
  Score: Raw -2802102.946714 + Penalty 3362.488995 = -2798740.457719
  nChanged 159
		SP:Iteration 17Q (2834.050000 sec): 3 clusters
  Score: Raw -2802266.311672 + Penalty 3362.488995 = -2798903.822677
  nChanged 146
		SP:Iteration 18Q (2834.320000 sec): 3 clusters
  Score: Raw -2802427.447789 + Penalty 3362.488995 = -2799064.958794
  nChanged 106
		SP:Iteration 19Q (2834.620000 sec): 3 clusters
  Score: Raw -2802521.939085 + Penalty 3362.488995 = -2799159.450090
  nChanged 79
		SP:Iteration 20F (2834.940000 sec): 3 clusters
  Score: Raw -2802577.570001 + Penalty 3362.488995 = -2799215.081006
  nChanged 52
		SP:Iteration 21Q (2835.210000 sec): 3 clusters
  Score: Raw -2802608.715649 + Penalty 3362.488995 = -2799246.226654
  nChanged 31
		SP:Iteration 22Q (2835.520000 sec): 3 clusters
  Score: Raw -2802623.106202 + Penalty 3362.488995 = -2799260.617207
  nChanged 21
		SP:Iteration 23Q (2835.840000 sec): 3 clusters
  Score: Raw -2802630.162748 + Penalty 3362.488995 = -2799267.673752
  nChanged 9
		SP:Iteration 24Q (2836.160000 sec): 3 clusters
  Score: Raw -2802632.198271 + Penalty 3362.488995 = -2799269.709276
  nChanged 4
		SP:Iteration 25Q (2836.470000 sec): 3 clusters
  Score: Raw -2802633.076876 + Penalty 3362.488995 = -2799270.587881
  nChanged 2
		SP:Iteration 26Q (2836.740000 sec): 3 clusters
  Score: Raw -2802633.271032 + Penalty 3362.488995 = -2799270.782037
  nChanged 0
		SP:Iteration 27F (2837.110000 sec): 3 clusters
  Score: Raw -2802633.271032 + Penalty 3362.488995 = -2799270.782037
  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 8.59 GB.

 Trying to split cluster 3 (9082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2837.250000 sec): 2 clusters
  Score: Raw -953323.141328 + Penalty 1481.033078 = -951842.108250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2837.400000 sec): 3 clusters
  Score: Raw -948234.377312 + Penalty 2962.066156 = -945272.311155
  nChanged 3872
		SP:Iteration 1F (2837.650000 sec): 3 clusters
  Score: Raw -950313.443814 + Penalty 2962.066156 = -947351.377658
  nChanged 637
		SP:Iteration 2F (2837.860000 sec): 3 clusters
  Score: Raw -950684.895899 + Penalty 2962.066156 = -947722.829743
  nChanged 576
		SP:Iteration 3F (2838.060000 sec): 3 clusters
  Score: Raw -951047.155130 + Penalty 2962.066156 = -948085.088973
  nChanged 553
		SP:Iteration 4F (2838.240000 sec): 3 clusters
  Score: Raw -951413.883030 + Penalty 2962.066156 = -948451.816874
  nChanged 514
		SP:Iteration 5F (2838.410000 sec): 3 clusters
  Score: Raw -951737.978643 + Penalty 2962.066156 = -948775.912487
  nChanged 480
		SP:Iteration 6F (2838.630000 sec): 3 clusters
  Score: Raw -952015.067946 + Penalty 2962.066156 = -949053.001790
  nChanged 386
		SP:Iteration 7Q (2838.830000 sec): 3 clusters
  Score: Raw -952207.731643 + Penalty 2962.066156 = -949245.665487
  nChanged 320
		SP:Iteration 8Q (2839.050000 sec): 3 clusters
  Score: Raw -952347.346555 + Penalty 2962.066156 = -949385.280399
  nChanged 262
		SP:Iteration 9Q (2839.260000 sec): 3 clusters
  Score: Raw -952454.457075 + Penalty 2962.066156 = -949492.390919
  nChanged 230
		SP:Iteration 10Q (2839.460000 sec): 3 clusters
  Score: Raw -952533.982057 + Penalty 2962.066156 = -949571.915901
  nChanged 206
		SP:Iteration 11Q (2839.660000 sec): 3 clusters
  Score: Raw -952604.723852 + Penalty 2962.066156 = -949642.657696
  nChanged 170
		SP:Iteration 12Q (2839.910000 sec): 3 clusters
  Score: Raw -952661.604538 + Penalty 2962.066156 = -949699.538382
  nChanged 160
		SP:Iteration 13Q (2840.110000 sec): 3 clusters
  Score: Raw -952710.067485 + Penalty 2962.066156 = -949748.001329
  nChanged 145
		SP:Iteration 14Q (2840.310000 sec): 3 clusters
  Score: Raw -952755.164967 + Penalty 2962.066156 = -949793.098811
  nChanged 152
		SP:Iteration 15Q (2840.590000 sec): 3 clusters
  Score: Raw -952809.207724 + Penalty 2962.066156 = -949847.141567
  nChanged 171
		SP:Iteration 16Q (2840.800000 sec): 3 clusters
  Score: Raw -952872.387918 + Penalty 2962.066156 = -949910.321762
  nChanged 182
		SP:Iteration 17Q (2841.010000 sec): 3 clusters
  Score: Raw -952944.321712 + Penalty 2962.066156 = -949982.255555
  nChanged 170
		SP:Iteration 18Q (2841.200000 sec): 3 clusters
  Score: Raw -953025.006408 + Penalty 2962.066156 = -950062.940252
  nChanged 201
		SP:Iteration 19Q (2841.420000 sec): 3 clusters
  Score: Raw -953130.403972 + Penalty 2962.066156 = -950168.337816
  nChanged 209
		SP:Iteration 20F (2841.630000 sec): 3 clusters
  Score: Raw -953266.064557 + Penalty 2962.066156 = -950303.998401
  nChanged 254
		SP:Iteration 21Q (2841.820000 sec): 3 clusters
  Score: Raw -953464.488040 + Penalty 2962.066156 = -950502.421884
  nChanged 278
		SP:Iteration 22Q (2842.030000 sec): 3 clusters
  Score: Raw -953693.510702 + Penalty 2962.066156 = -950731.444545
  nChanged 289
		SP:Iteration 23Q (2842.230000 sec): 3 clusters
  Score: Raw -953913.512877 + Penalty 2962.066156 = -950951.446720
  nChanged 224
		SP:Iteration 24Q (2842.410000 sec): 3 clusters
  Score: Raw -954064.630506 + Penalty 2962.066156 = -951102.564349
  nChanged 196
		SP:Iteration 25Q (2842.620000 sec): 3 clusters
  Score: Raw -954167.241839 + Penalty 2962.066156 = -951205.175683
  nChanged 154
		SP:Iteration 26Q (2842.840000 sec): 3 clusters
  Score: Raw -954245.402659 + Penalty 2962.066156 = -951283.336503
  nChanged 118
		SP:Iteration 27Q (2843.050000 sec): 3 clusters
  Score: Raw -954295.005492 + Penalty 2962.066156 = -951332.939336
  nChanged 89
		SP:Iteration 28Q (2843.240000 sec): 3 clusters
  Score: Raw -954334.419105 + Penalty 2962.066156 = -951372.352949
  nChanged 108
		SP:Iteration 29Q (2843.430000 sec): 3 clusters
  Score: Raw -954378.259780 + Penalty 2962.066156 = -951416.193623
  nChanged 101
		SP:Iteration 30Q (2843.630000 sec): 3 clusters
  Score: Raw -954420.939669 + Penalty 2962.066156 = -951458.873513
  nChanged 106
		SP:Iteration 31Q (2843.790000 sec): 3 clusters
  Score: Raw -954468.521546 + Penalty 2962.066156 = -951506.455390
  nChanged 100
		SP:Iteration 32Q (2843.950000 sec): 3 clusters
  Score: Raw -954508.785216 + Penalty 2962.066156 = -951546.719060
  nChanged 88
		SP:Iteration 33Q (2844.110000 sec): 3 clusters
  Score: Raw -954536.813781 + Penalty 2962.066156 = -951574.747625
  nChanged 78
		SP:Iteration 34Q (2844.350000 sec): 3 clusters
  Score: Raw -954564.428762 + Penalty 2962.066156 = -951602.362606
  nChanged 86
		SP:Iteration 35Q (2844.540000 sec): 3 clusters
  Score: Raw -954591.109824 + Penalty 2962.066156 = -951629.043668
  nChanged 69
		SP:Iteration 36Q (2844.780000 sec): 3 clusters
  Score: Raw -954613.487028 + Penalty 2962.066156 = -951651.420872
  nChanged 63
		SP:Iteration 37Q (2844.950000 sec): 3 clusters
  Score: Raw -954635.647504 + Penalty 2962.066156 = -951673.581347
  nChanged 60
		SP:Iteration 38Q (2845.160000 sec): 3 clusters
  Score: Raw -954654.564799 + Penalty 2962.066156 = -951692.498642
  nChanged 59
		SP:Iteration 39Q (2845.370000 sec): 3 clusters
  Score: Raw -954672.866987 + Penalty 2962.066156 = -951710.800831
  nChanged 54
		SP:Iteration 40F (2845.590000 sec): 3 clusters
  Score: Raw -954687.691464 + Penalty 2962.066156 = -951725.625308
  nChanged 42
		SP:Iteration 41Q (2845.780000 sec): 3 clusters
  Score: Raw -954697.014654 + Penalty 2962.066156 = -951734.948498
  nChanged 37
		SP:Iteration 42Q (2845.980000 sec): 3 clusters
  Score: Raw -954705.153384 + Penalty 2962.066156 = -951743.087227
  nChanged 31
		SP:Iteration 43Q (2846.190000 sec): 3 clusters
  Score: Raw -954711.507879 + Penalty 2962.066156 = -951749.441722
  nChanged 29
		SP:Iteration 44Q (2846.380000 sec): 3 clusters
  Score: Raw -954717.168729 + Penalty 2962.066156 = -951755.102572
  nChanged 28
		SP:Iteration 45Q (2846.610000 sec): 3 clusters
  Score: Raw -954722.118768 + Penalty 2962.066156 = -951760.052612
  nChanged 18
		SP:Iteration 46Q (2846.830000 sec): 3 clusters
  Score: Raw -954725.911019 + Penalty 2962.066156 = -951763.844863
  nChanged 22
		SP:Iteration 47Q (2846.970000 sec): 3 clusters
  Score: Raw -954729.660677 + Penalty 2962.066156 = -951767.594521
  nChanged 19
		SP:Iteration 48Q (2847.130000 sec): 3 clusters
  Score: Raw -954732.682637 + Penalty 2962.066156 = -951770.616481
  nChanged 8
		SP:Iteration 49Q (2847.310000 sec): 3 clusters
  Score: Raw -954733.567052 + Penalty 2962.066156 = -951771.500895
  nChanged 8
		SP:Iteration 50Q (2847.510000 sec): 3 clusters
  Score: Raw -954734.492645 + Penalty 2962.066156 = -951772.426488
  nChanged 9
		SP:Iteration 51Q (2847.710000 sec): 3 clusters
  Score: Raw -954735.452337 + Penalty 2962.066156 = -951773.386181
  nChanged 9
		SP:Iteration 52Q (2847.960000 sec): 3 clusters
  Score: Raw -954736.725538 + Penalty 2962.066156 = -951774.659382
  nChanged 11
		SP:Iteration 53Q (2848.130000 sec): 3 clusters
  Score: Raw -954738.461761 + Penalty 2962.066156 = -951776.395604
  nChanged 8
		SP:Iteration 54Q (2848.310000 sec): 3 clusters
  Score: Raw -954739.297943 + Penalty 2962.066156 = -951777.231787
  nChanged 6
		SP:Iteration 55Q (2848.560000 sec): 3 clusters
  Score: Raw -954739.955517 + Penalty 2962.066156 = -951777.889361
  nChanged 6
		SP:Iteration 56Q (2848.750000 sec): 3 clusters
  Score: Raw -954740.913940 + Penalty 2962.066156 = -951778.847784
  nChanged 5
		SP:Iteration 57Q (2848.940000 sec): 3 clusters
  Score: Raw -954741.538139 + Penalty 2962.066156 = -951779.471983
  nChanged 5
		SP:Iteration 58Q (2849.170000 sec): 3 clusters
  Score: Raw -954742.533905 + Penalty 2962.066156 = -951780.467749
  nChanged 3
		SP:Iteration 59Q (2849.370000 sec): 3 clusters
  Score: Raw -954742.967532 + Penalty 2962.066156 = -951780.901376
  nChanged 3
		SP:Iteration 60F (2849.570000 sec): 3 clusters
  Score: Raw -954743.363935 + Penalty 2962.066156 = -951781.297779
  nChanged 1
		SP:Iteration 61Q (2849.770000 sec): 3 clusters
  Score: Raw -954743.464861 + Penalty 2962.066156 = -951781.398704
  nChanged 3
		SP:Iteration 62Q (2849.990000 sec): 3 clusters
  Score: Raw -954743.803207 + Penalty 2962.066156 = -951781.737051
  nChanged 2
		SP:Iteration 63Q (2850.230000 sec): 3 clusters
  Score: Raw -954743.992938 + Penalty 2962.066156 = -951781.926782
  nChanged 2
		SP:Iteration 64Q (2850.400000 sec): 3 clusters
  Score: Raw -954744.093693 + Penalty 2962.066156 = -951782.027537
  nChanged 1
		SP:Iteration 65Q (2850.620000 sec): 3 clusters
  Score: Raw -954744.122255 + Penalty 2962.066156 = -951782.056099
  nChanged 0
		SP:Iteration 66F (2850.840000 sec): 3 clusters
  Score: Raw -954744.122255 + Penalty 2962.066156 = -951782.056099
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 4 (12163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2850.970000 sec): 2 clusters
  Score: Raw -1092945.481014 + Penalty 1528.499998 = -1091416.981016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2851.220000 sec): 3 clusters
  Score: Raw -1085992.351657 + Penalty 3056.999997 = -1082935.351661
  nChanged 5313
		SP:Iteration 1F (2851.400000 sec): 3 clusters
  Score: Raw -1089153.699389 + Penalty 3056.999997 = -1086096.699392
  nChanged 1001
		SP:Iteration 2F (2851.630000 sec): 3 clusters
  Score: Raw -1089982.959363 + Penalty 3056.999997 = -1086925.959366
  nChanged 932
		SP:Iteration 3F (2851.870000 sec): 3 clusters
  Score: Raw -1090837.612740 + Penalty 3056.999997 = -1087780.612744
  nChanged 930
		SP:Iteration 4F (2852.090000 sec): 3 clusters
  Score: Raw -1091695.111338 + Penalty 3056.999997 = -1088638.111342
  nChanged 870
		SP:Iteration 5F (2852.270000 sec): 3 clusters
  Score: Raw -1092438.768612 + Penalty 3056.999997 = -1089381.768616
  nChanged 748
		SP:Iteration 6F (2852.490000 sec): 3 clusters
  Score: Raw -1093088.552383 + Penalty 3056.999997 = -1090031.552387
  nChanged 711
		SP:Iteration 7F (2852.750000 sec): 3 clusters
  Score: Raw -1093683.733750 + Penalty 3056.999997 = -1090626.733753
  nChanged 624
		SP:Iteration 8F (2852.970000 sec): 3 clusters
  Score: Raw -1094208.998356 + Penalty 3056.999997 = -1091151.998360
  nChanged 562
		SP:Iteration 9Q (2853.180000 sec): 3 clusters
  Score: Raw -1094724.965369 + Penalty 3056.999997 = -1091667.965372
  nChanged 528
		SP:Iteration 10Q (2853.380000 sec): 3 clusters
  Score: Raw -1095262.041879 + Penalty 3056.999997 = -1092205.041882
  nChanged 461
		SP:Iteration 11Q (2853.600000 sec): 3 clusters
  Score: Raw -1095699.255399 + Penalty 3056.999997 = -1092642.255403
  nChanged 329
		SP:Iteration 12Q (2853.860000 sec): 3 clusters
  Score: Raw -1095995.065188 + Penalty 3056.999997 = -1092938.065191
  nChanged 214
		SP:Iteration 13Q (2854.040000 sec): 3 clusters
  Score: Raw -1096155.815839 + Penalty 3056.999997 = -1093098.815842
  nChanged 162
		SP:Iteration 14Q (2854.320000 sec): 3 clusters
  Score: Raw -1096278.417207 + Penalty 3056.999997 = -1093221.417210
  nChanged 135
		SP:Iteration 15Q (2854.560000 sec): 3 clusters
  Score: Raw -1096404.208935 + Penalty 3056.999997 = -1093347.208939
  nChanged 125
		SP:Iteration 16Q (2854.760000 sec): 3 clusters
  Score: Raw -1096532.020743 + Penalty 3056.999997 = -1093475.020747
  nChanged 88
		SP:Iteration 17Q (2855.010000 sec): 3 clusters
  Score: Raw -1096652.062916 + Penalty 3056.999997 = -1093595.062920
  nChanged 68
		SP:Iteration 18Q (2855.260000 sec): 3 clusters
  Score: Raw -1096754.350177 + Penalty 3056.999997 = -1093697.350180
  nChanged 47
		SP:Iteration 19Q (2855.430000 sec): 3 clusters
  Score: Raw -1096800.261821 + Penalty 3056.999997 = -1093743.261825
  nChanged 25
		SP:Iteration 20F (2855.650000 sec): 3 clusters
  Score: Raw -1096811.909541 + Penalty 3056.999997 = -1093754.909545
  nChanged 15
		SP:Iteration 21Q (2855.890000 sec): 3 clusters
  Score: Raw -1096817.166280 + Penalty 3056.999997 = -1093760.166284
  nChanged 7
		SP:Iteration 22Q (2856.090000 sec): 3 clusters
  Score: Raw -1096818.355690 + Penalty 3056.999997 = -1093761.355693
  nChanged 2
		SP:Iteration 23Q (2856.290000 sec): 3 clusters
  Score: Raw -1096818.826958 + Penalty 3056.999997 = -1093761.826961
  nChanged 1
		SP:Iteration 24Q (2856.570000 sec): 3 clusters
  Score: Raw -1096818.931590 + Penalty 3056.999997 = -1093761.931593
  nChanged 0
		SP:Iteration 25F (2856.770000 sec): 3 clusters
  Score: Raw -1096818.931590 + Penalty 3056.999997 = -1093761.931593
  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 8.59 GB.

 Trying to split cluster 5 (3608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2856.890000 sec): 2 clusters
  Score: Raw -326464.985131 + Penalty 1331.022693 = -325133.962438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2857.030000 sec): 3 clusters
  Score: Raw -324696.488373 + Penalty 2662.045386 = -322034.442987
  nChanged 1433
		SP:Iteration 1F (2857.240000 sec): 3 clusters
  Score: Raw -325765.239473 + Penalty 2662.045386 = -323103.194086
  nChanged 414
		SP:Iteration 2F (2857.370000 sec): 3 clusters
  Score: Raw -326250.511842 + Penalty 2662.045386 = -323588.466456
  nChanged 332
		SP:Iteration 3F (2857.550000 sec): 3 clusters
  Score: Raw -326621.139201 + Penalty 2662.045386 = -323959.093814
  nChanged 273
		SP:Iteration 4F (2857.750000 sec): 3 clusters
  Score: Raw -326996.068940 + Penalty 2662.045386 = -324334.023553
  nChanged 231
		SP:Iteration 5F (2857.890000 sec): 3 clusters
  Score: Raw -327341.972632 + Penalty 2662.045386 = -324679.927246
  nChanged 171
		SP:Iteration 6Q (2858.060000 sec): 3 clusters
  Score: Raw -327580.424222 + Penalty 2662.045386 = -324918.378836
  nChanged 122
		SP:Iteration 7Q (2858.250000 sec): 3 clusters
  Score: Raw -327687.531961 + Penalty 2662.045386 = -325025.486575
  nChanged 77
		SP:Iteration 8Q (2858.450000 sec): 3 clusters
  Score: Raw -327741.832469 + Penalty 2662.045386 = -325079.787083
  nChanged 50
		SP:Iteration 9Q (2858.660000 sec): 3 clusters
  Score: Raw -327769.867636 + Penalty 2662.045386 = -325107.822250
  nChanged 43
		SP:Iteration 10Q (2858.820000 sec): 3 clusters
  Score: Raw -327794.993799 + Penalty 2662.045386 = -325132.948412
  nChanged 40
		SP:Iteration 11Q (2858.970000 sec): 3 clusters
  Score: Raw -327816.205260 + Penalty 2662.045386 = -325154.159874
  nChanged 24
		SP:Iteration 12Q (2859.170000 sec): 3 clusters
  Score: Raw -327827.188954 + Penalty 2662.045386 = -325165.143567
  nChanged 14
		SP:Iteration 13Q (2859.270000 sec): 3 clusters
  Score: Raw -327831.598479 + Penalty 2662.045386 = -325169.553092
  nChanged 8
		SP:Iteration 14Q (2859.470000 sec): 3 clusters
  Score: Raw -327834.703764 + Penalty 2662.045386 = -325172.658378
  nChanged 6
		SP:Iteration 15Q (2859.680000 sec): 3 clusters
  Score: Raw -327836.710832 + Penalty 2662.045386 = -325174.665446
  nChanged 7
		SP:Iteration 16Q (2859.860000 sec): 3 clusters
  Score: Raw -327838.501265 + Penalty 2662.045386 = -325176.455879
  nChanged 6
		SP:Iteration 17Q (2860.050000 sec): 3 clusters
  Score: Raw -327840.239811 + Penalty 2662.045386 = -325178.194425
  nChanged 4
		SP:Iteration 18Q (2860.220000 sec): 3 clusters
  Score: Raw -327841.059996 + Penalty 2662.045386 = -325179.014610
  nChanged 3
		SP:Iteration 19Q (2860.400000 sec): 3 clusters
  Score: Raw -327841.689479 + Penalty 2662.045386 = -325179.644092
  nChanged 2
		SP:Iteration 20F (2860.620000 sec): 3 clusters
  Score: Raw -327842.014402 + Penalty 2662.045386 = -325179.969015
  nChanged 1
		SP:Iteration 21Q (2860.800000 sec): 3 clusters
  Score: Raw -327842.290438 + Penalty 2662.045386 = -325180.245052
  nChanged 1
		SP:Iteration 22Q (2860.950000 sec): 3 clusters
  Score: Raw -327842.442860 + Penalty 2662.045386 = -325180.397474
  nChanged 1
		SP:Iteration 23Q (2861.160000 sec): 3 clusters
  Score: Raw -327842.732177 + Penalty 2662.045386 = -325180.686790
  nChanged 1
		SP:Iteration 24Q (2861.330000 sec): 3 clusters
  Score: Raw -327842.866904 + Penalty 2662.045386 = -325180.821518
  nChanged 1
		SP:Iteration 25Q (2861.510000 sec): 3 clusters
  Score: Raw -327842.944253 + Penalty 2662.045386 = -325180.898866
  nChanged 1
		SP:Iteration 26Q (2861.660000 sec): 3 clusters
  Score: Raw -327843.061563 + Penalty 2662.045386 = -325181.016177
  nChanged 0
		SP:Iteration 27F (2861.850000 sec): 3 clusters
  Score: Raw -327843.061563 + Penalty 2662.045386 = -325181.016177
  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 8.59 GB.

 Trying to split cluster 6 (22468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2862.030000 sec): 2 clusters
  Score: Raw -2383279.383106 + Penalty 1628.225195 = -2381651.157911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2862.290000 sec): 3 clusters
  Score: Raw -2369659.746428 + Penalty 3256.450390 = -2366403.296038
  nChanged 10218
		SP:Iteration 1F (2862.570000 sec): 3 clusters
  Score: Raw -2375608.828053 + Penalty 3256.450390 = -2372352.377663
  nChanged 1732
		SP:Iteration 2F (2862.820000 sec): 3 clusters
  Score: Raw -2377272.571522 + Penalty 3256.450390 = -2374016.121132
  nChanged 2404
		SP:Iteration 3F (2863.110000 sec): 3 clusters
  Score: Raw -2379992.697309 + Penalty 3256.450390 = -2376736.246919
  nChanged 2324
		SP:Iteration 4F (2863.390000 sec): 3 clusters
  Score: Raw -2382222.193006 + Penalty 3256.450390 = -2378965.742616
  nChanged 1756
		SP:Iteration 5F (2863.710000 sec): 3 clusters
  Score: Raw -2383496.260725 + Penalty 3256.450390 = -2380239.810335
  nChanged 1109
		SP:Iteration 6Q (2864.000000 sec): 3 clusters
  Score: Raw -2383986.233375 + Penalty 3256.450390 = -2380729.782985
  nChanged 609
		SP:Iteration 7Q (2864.260000 sec): 3 clusters
  Score: Raw -2384153.170278 + Penalty 3256.450390 = -2380896.719888
  nChanged 341
		SP:Iteration 8Q (2864.520000 sec): 3 clusters
  Score: Raw -2384215.801085 + Penalty 3256.450390 = -2380959.350695
  nChanged 216
		SP:Iteration 9Q (2864.820000 sec): 3 clusters
  Score: Raw -2384249.564658 + Penalty 3256.450390 = -2380993.114268
  nChanged 182
		SP:Iteration 10Q (2865.080000 sec): 3 clusters
  Score: Raw -2384274.706300 + Penalty 3256.450390 = -2381018.255910
  nChanged 151
		SP:Iteration 11Q (2865.370000 sec): 3 clusters
  Score: Raw -2384294.076251 + Penalty 3256.450390 = -2381037.625861
  nChanged 114
		SP:Iteration 12Q (2865.640000 sec): 3 clusters
  Score: Raw -2384308.334114 + Penalty 3256.450390 = -2381051.883724
  nChanged 116
		SP:Iteration 13Q (2865.910000 sec): 3 clusters
  Score: Raw -2384320.818374 + Penalty 3256.450390 = -2381064.367984
  nChanged 108
		SP:Iteration 14Q (2866.160000 sec): 3 clusters
  Score: Raw -2384332.307216 + Penalty 3256.450390 = -2381075.856826
  nChanged 116
		SP:Iteration 15Q (2866.410000 sec): 3 clusters
  Score: Raw -2384344.125680 + Penalty 3256.450390 = -2381087.675290
  nChanged 89
		SP:Iteration 16Q (2866.670000 sec): 3 clusters
  Score: Raw -2384352.817823 + Penalty 3256.450390 = -2381096.367433
  nChanged 93
		SP:Iteration 17Q (2866.960000 sec): 3 clusters
  Score: Raw -2384361.274640 + Penalty 3256.450390 = -2381104.824250
  nChanged 88
		SP:Iteration 18Q (2867.180000 sec): 3 clusters
  Score: Raw -2384368.423472 + Penalty 3256.450390 = -2381111.973082
  nChanged 71
		SP:Iteration 19Q (2867.480000 sec): 3 clusters
  Score: Raw -2384374.441785 + Penalty 3256.450390 = -2381117.991395
  nChanged 82
		SP:Iteration 20F (2867.780000 sec): 3 clusters
  Score: Raw -2384382.948374 + Penalty 3256.450390 = -2381126.497984
  nChanged 100
		SP:Iteration 21Q (2868.060000 sec): 3 clusters
  Score: Raw -2384393.968710 + Penalty 3256.450390 = -2381137.518320
  nChanged 116
		SP:Iteration 22Q (2868.320000 sec): 3 clusters
  Score: Raw -2384407.283149 + Penalty 3256.450390 = -2381150.832759
  nChanged 116
		SP:Iteration 23Q (2868.640000 sec): 3 clusters
  Score: Raw -2384421.504976 + Penalty 3256.450390 = -2381165.054586
  nChanged 128
		SP:Iteration 24Q (2868.950000 sec): 3 clusters
  Score: Raw -2384436.728428 + Penalty 3256.450390 = -2381180.278038
  nChanged 123
		SP:Iteration 25Q (2869.280000 sec): 3 clusters
  Score: Raw -2384449.752803 + Penalty 3256.450390 = -2381193.302413
  nChanged 111
		SP:Iteration 26Q (2869.590000 sec): 3 clusters
  Score: Raw -2384459.770047 + Penalty 3256.450390 = -2381203.319657
  nChanged 87
		SP:Iteration 27Q (2869.890000 sec): 3 clusters
  Score: Raw -2384470.420942 + Penalty 3256.450390 = -2381213.970552
  nChanged 111
		SP:Iteration 28Q (2870.180000 sec): 3 clusters
  Score: Raw -2384483.140401 + Penalty 3256.450390 = -2381226.690011
  nChanged 125
		SP:Iteration 29Q (2870.460000 sec): 3 clusters
  Score: Raw -2384498.299415 + Penalty 3256.450390 = -2381241.849025
  nChanged 139
		SP:Iteration 30Q (2870.730000 sec): 3 clusters
  Score: Raw -2384515.424322 + Penalty 3256.450390 = -2381258.973932
  nChanged 142
		SP:Iteration 31Q (2871.020000 sec): 3 clusters
  Score: Raw -2384532.433422 + Penalty 3256.450390 = -2381275.983032
  nChanged 143
		SP:Iteration 32Q (2871.370000 sec): 3 clusters
  Score: Raw -2384549.640654 + Penalty 3256.450390 = -2381293.190264
  nChanged 155
		SP:Iteration 33Q (2871.690000 sec): 3 clusters
  Score: Raw -2384571.178659 + Penalty 3256.450390 = -2381314.728269
  nChanged 144
		SP:Iteration 34Q (2871.940000 sec): 3 clusters
  Score: Raw -2384588.397565 + Penalty 3256.450390 = -2381331.947175
  nChanged 121
		SP:Iteration 35Q (2872.230000 sec): 3 clusters
  Score: Raw -2384602.954379 + Penalty 3256.450390 = -2381346.503989
  nChanged 115
		SP:Iteration 36Q (2872.550000 sec): 3 clusters
  Score: Raw -2384614.584210 + Penalty 3256.450390 = -2381358.133820
  nChanged 91
		SP:Iteration 37Q (2872.820000 sec): 3 clusters
  Score: Raw -2384624.156164 + Penalty 3256.450390 = -2381367.705774
  nChanged 82
		SP:Iteration 38Q (2873.100000 sec): 3 clusters
  Score: Raw -2384632.153682 + Penalty 3256.450390 = -2381375.703292
  nChanged 81
		SP:Iteration 39Q (2873.360000 sec): 3 clusters
  Score: Raw -2384638.899211 + Penalty 3256.450390 = -2381382.448821
  nChanged 74
		SP:Iteration 40F (2873.590000 sec): 3 clusters
  Score: Raw -2384646.157195 + Penalty 3256.450390 = -2381389.706805
  nChanged 77
		SP:Iteration 41Q (2873.920000 sec): 3 clusters
  Score: Raw -2384653.744778 + Penalty 3256.450390 = -2381397.294388
  nChanged 73
		SP:Iteration 42Q (2874.160000 sec): 3 clusters
  Score: Raw -2384660.591895 + Penalty 3256.450390 = -2381404.141505
  nChanged 70
		SP:Iteration 43Q (2874.400000 sec): 3 clusters
  Score: Raw -2384667.784812 + Penalty 3256.450390 = -2381411.334422
  nChanged 60
		SP:Iteration 44Q (2874.770000 sec): 3 clusters
  Score: Raw -2384673.076226 + Penalty 3256.450390 = -2381416.625836
  nChanged 57
		SP:Iteration 45Q (2875.020000 sec): 3 clusters
  Score: Raw -2384678.342623 + Penalty 3256.450390 = -2381421.892233
  nChanged 68
		SP:Iteration 46Q (2875.340000 sec): 3 clusters
  Score: Raw -2384683.978146 + Penalty 3256.450390 = -2381427.527756
  nChanged 57
		SP:Iteration 47Q (2875.610000 sec): 3 clusters
  Score: Raw -2384688.570243 + Penalty 3256.450390 = -2381432.119853
  nChanged 44
		SP:Iteration 48Q (2875.920000 sec): 3 clusters
  Score: Raw -2384691.824083 + Penalty 3256.450390 = -2381435.373693
  nChanged 36
		SP:Iteration 49Q (2876.180000 sec): 3 clusters
  Score: Raw -2384694.698507 + Penalty 3256.450390 = -2381438.248117
  nChanged 40
		SP:Iteration 50Q (2876.490000 sec): 3 clusters
  Score: Raw -2384698.057736 + Penalty 3256.450390 = -2381441.607346
  nChanged 45
		SP:Iteration 51Q (2876.740000 sec): 3 clusters
  Score: Raw -2384701.606593 + Penalty 3256.450390 = -2381445.156203
  nChanged 48
		SP:Iteration 52Q (2877.030000 sec): 3 clusters
  Score: Raw -2384705.261349 + Penalty 3256.450390 = -2381448.810959
  nChanged 39
		SP:Iteration 53Q (2877.330000 sec): 3 clusters
  Score: Raw -2384708.413600 + Penalty 3256.450390 = -2381451.963210
  nChanged 36
		SP:Iteration 54Q (2877.590000 sec): 3 clusters
  Score: Raw -2384710.935235 + Penalty 3256.450390 = -2381454.484845
  nChanged 25
		SP:Iteration 55Q (2877.850000 sec): 3 clusters
  Score: Raw -2384712.603635 + Penalty 3256.450390 = -2381456.153245
  nChanged 22
		SP:Iteration 56Q (2878.140000 sec): 3 clusters
  Score: Raw -2384713.810863 + Penalty 3256.450390 = -2381457.360473
  nChanged 20
		SP:Iteration 57Q (2878.360000 sec): 3 clusters
  Score: Raw -2384714.874975 + Penalty 3256.450390 = -2381458.424585
  nChanged 25
		SP:Iteration 58Q (2878.680000 sec): 3 clusters
  Score: Raw -2384716.399092 + Penalty 3256.450390 = -2381459.948702
  nChanged 31
		SP:Iteration 59Q (2878.970000 sec): 3 clusters
  Score: Raw -2384718.298239 + Penalty 3256.450390 = -2381461.847849
  nChanged 30
		SP:Iteration 60F (2879.270000 sec): 3 clusters
  Score: Raw -2384720.156729 + Penalty 3256.450390 = -2381463.706339
  nChanged 29
		SP:Iteration 61Q (2879.630000 sec): 3 clusters
  Score: Raw -2384722.131195 + Penalty 3256.450390 = -2381465.680805
  nChanged 33
		SP:Iteration 62Q (2879.930000 sec): 3 clusters
  Score: Raw -2384724.114995 + Penalty 3256.450390 = -2381467.664605
  nChanged 30
		SP:Iteration 63Q (2880.160000 sec): 3 clusters
  Score: Raw -2384726.191541 + Penalty 3256.450390 = -2381469.741152
  nChanged 29
		SP:Iteration 64Q (2880.450000 sec): 3 clusters
  Score: Raw -2384728.131736 + Penalty 3256.450390 = -2381471.681346
  nChanged 34
		SP:Iteration 65Q (2880.760000 sec): 3 clusters
  Score: Raw -2384730.423378 + Penalty 3256.450390 = -2381473.972988
  nChanged 31
		SP:Iteration 66Q (2881.040000 sec): 3 clusters
  Score: Raw -2384733.105569 + Penalty 3256.450390 = -2381476.655179
  nChanged 39
		SP:Iteration 67Q (2881.380000 sec): 3 clusters
  Score: Raw -2384736.133372 + Penalty 3256.450390 = -2381479.682982
  nChanged 48
		SP:Iteration 68Q (2881.670000 sec): 3 clusters
  Score: Raw -2384739.668633 + Penalty 3256.450390 = -2381483.218243
  nChanged 34
		SP:Iteration 69Q (2881.950000 sec): 3 clusters
  Score: Raw -2384741.882904 + Penalty 3256.450390 = -2381485.432514
  nChanged 35
		SP:Iteration 70Q (2882.270000 sec): 3 clusters
  Score: Raw -2384744.275023 + Penalty 3256.450390 = -2381487.824633
  nChanged 36
		SP:Iteration 71Q (2882.560000 sec): 3 clusters
  Score: Raw -2384746.742342 + Penalty 3256.450390 = -2381490.291952
  nChanged 40
		SP:Iteration 72Q (2882.840000 sec): 3 clusters
  Score: Raw -2384749.393267 + Penalty 3256.450390 = -2381492.942877
  nChanged 36
		SP:Iteration 73Q (2883.120000 sec): 3 clusters
  Score: Raw -2384751.441093 + Penalty 3256.450390 = -2381494.990703
  nChanged 33
		SP:Iteration 74Q (2883.350000 sec): 3 clusters
  Score: Raw -2384753.663588 + Penalty 3256.450390 = -2381497.213198
  nChanged 35
		SP:Iteration 75Q (2883.670000 sec): 3 clusters
  Score: Raw -2384756.515206 + Penalty 3256.450390 = -2381500.064816
  nChanged 34
		SP:Iteration 76Q (2883.910000 sec): 3 clusters
  Score: Raw -2384758.996289 + Penalty 3256.450390 = -2381502.545899
  nChanged 34
		SP:Iteration 77Q (2884.220000 sec): 3 clusters
  Score: Raw -2384761.315021 + Penalty 3256.450390 = -2381504.864631
  nChanged 23
		SP:Iteration 78Q (2884.540000 sec): 3 clusters
  Score: Raw -2384762.843843 + Penalty 3256.450390 = -2381506.393453
  nChanged 19
		SP:Iteration 79Q (2884.880000 sec): 3 clusters
  Score: Raw -2384764.082775 + Penalty 3256.450390 = -2381507.632385
  nChanged 21
		SP:Iteration 80F (2885.190000 sec): 3 clusters
  Score: Raw -2384765.766827 + Penalty 3256.450390 = -2381509.316437
  nChanged 22
		SP:Iteration 81Q (2885.460000 sec): 3 clusters
  Score: Raw -2384767.555895 + Penalty 3256.450390 = -2381511.105505
  nChanged 25
		SP:Iteration 82Q (2885.720000 sec): 3 clusters
  Score: Raw -2384769.315200 + Penalty 3256.450390 = -2381512.864811
  nChanged 24
		SP:Iteration 83Q (2885.990000 sec): 3 clusters
  Score: Raw -2384770.829566 + Penalty 3256.450390 = -2381514.379176
  nChanged 25
		SP:Iteration 84Q (2886.220000 sec): 3 clusters
  Score: Raw -2384772.436351 + Penalty 3256.450390 = -2381515.985961
  nChanged 23
		SP:Iteration 85Q (2886.510000 sec): 3 clusters
  Score: Raw -2384773.879524 + Penalty 3256.450390 = -2381517.429134
  nChanged 25
		SP:Iteration 86Q (2886.770000 sec): 3 clusters
  Score: Raw -2384775.290590 + Penalty 3256.450390 = -2381518.840200
  nChanged 13
		SP:Iteration 87Q (2887.070000 sec): 3 clusters
  Score: Raw -2384775.932069 + Penalty 3256.450390 = -2381519.481679
  nChanged 8
		SP:Iteration 88Q (2887.320000 sec): 3 clusters
  Score: Raw -2384776.325874 + Penalty 3256.450390 = -2381519.875484
  nChanged 8
		SP:Iteration 89Q (2887.590000 sec): 3 clusters
  Score: Raw -2384776.812351 + Penalty 3256.450390 = -2381520.361961
  nChanged 12
		SP:Iteration 90Q (2887.860000 sec): 3 clusters
  Score: Raw -2384777.448665 + Penalty 3256.450390 = -2381520.998275
  nChanged 8
		SP:Iteration 91Q (2888.160000 sec): 3 clusters
  Score: Raw -2384777.834769 + Penalty 3256.450390 = -2381521.384379
  nChanged 5
		SP:Iteration 92Q (2888.450000 sec): 3 clusters
  Score: Raw -2384778.098250 + Penalty 3256.450390 = -2381521.647860
  nChanged 6
		SP:Iteration 93Q (2888.740000 sec): 3 clusters
  Score: Raw -2384778.376367 + Penalty 3256.450390 = -2381521.925977
  nChanged 6
		SP:Iteration 94Q (2889.030000 sec): 3 clusters
  Score: Raw -2384778.696729 + Penalty 3256.450390 = -2381522.246339
  nChanged 4
		SP:Iteration 95Q (2889.380000 sec): 3 clusters
  Score: Raw -2384778.848499 + Penalty 3256.450390 = -2381522.398109
  nChanged 3
		SP:Iteration 96Q (2889.640000 sec): 3 clusters
  Score: Raw -2384779.011836 + Penalty 3256.450390 = -2381522.561446
  nChanged 7
		SP:Iteration 97Q (2889.950000 sec): 3 clusters
  Score: Raw -2384779.360172 + Penalty 3256.450390 = -2381522.909782
  nChanged 6
		SP:Iteration 98Q (2890.270000 sec): 3 clusters
  Score: Raw -2384779.664804 + Penalty 3256.450390 = -2381523.214414
  nChanged 9
		SP:Iteration 99Q (2890.550000 sec): 3 clusters
  Score: Raw -2384780.021737 + Penalty 3256.450390 = -2381523.571347
  nChanged 9
		SP:Iteration 100F (2890.830000 sec): 3 clusters
  Score: Raw -2384780.488837 + Penalty 3256.450390 = -2381524.038447
  nChanged 11
		SP:Iteration 101Q (2891.120000 sec): 3 clusters
  Score: Raw -2384781.110593 + Penalty 3256.450390 = -2381524.660203
  nChanged 10
		SP:Iteration 102Q (2891.360000 sec): 3 clusters
  Score: Raw -2384781.685564 + Penalty 3256.450390 = -2381525.235174
  nChanged 16
		SP:Iteration 103Q (2891.650000 sec): 3 clusters
  Score: Raw -2384782.723165 + Penalty 3256.450390 = -2381526.272775
  nChanged 15
		SP:Iteration 104Q (2891.940000 sec): 3 clusters
  Score: Raw -2384783.760903 + Penalty 3256.450390 = -2381527.310513
  nChanged 14
		SP:Iteration 105Q (2892.180000 sec): 3 clusters
  Score: Raw -2384784.580870 + Penalty 3256.450390 = -2381528.130480
  nChanged 10
		SP:Iteration 106Q (2892.460000 sec): 3 clusters
  Score: Raw -2384785.039069 + Penalty 3256.450390 = -2381528.588679
  nChanged 10
		SP:Iteration 107Q (2892.700000 sec): 3 clusters
  Score: Raw -2384785.667548 + Penalty 3256.450390 = -2381529.217158
  nChanged 8
		SP:Iteration 108Q (2892.990000 sec): 3 clusters
  Score: Raw -2384786.144699 + Penalty 3256.450390 = -2381529.694309
  nChanged 8
		SP:Iteration 109Q (2893.270000 sec): 3 clusters
  Score: Raw -2384786.590526 + Penalty 3256.450390 = -2381530.140137
  nChanged 9
		SP:Iteration 110Q (2893.550000 sec): 3 clusters
  Score: Raw -2384787.133914 + Penalty 3256.450390 = -2381530.683524
  nChanged 12
		SP:Iteration 111Q (2893.800000 sec): 3 clusters
  Score: Raw -2384787.749605 + Penalty 3256.450390 = -2381531.299216
  nChanged 14
		SP:Iteration 112Q (2894.110000 sec): 3 clusters
  Score: Raw -2384788.330960 + Penalty 3256.450390 = -2381531.880570
  nChanged 5
		SP:Iteration 113Q (2894.390000 sec): 3 clusters
  Score: Raw -2384788.807393 + Penalty 3256.450390 = -2381532.357003
  nChanged 8
		SP:Iteration 114Q (2894.700000 sec): 3 clusters
  Score: Raw -2384789.157104 + Penalty 3256.450390 = -2381532.706714
  nChanged 3
		SP:Iteration 115Q (2895.010000 sec): 3 clusters
  Score: Raw -2384789.294182 + Penalty 3256.450390 = -2381532.843792
  nChanged 2
		SP:Iteration 116Q (2895.340000 sec): 3 clusters
  Score: Raw -2384789.364794 + Penalty 3256.450390 = -2381532.914404
  nChanged 1
		SP:Iteration 117Q (2895.610000 sec): 3 clusters
  Score: Raw -2384789.404093 + Penalty 3256.450390 = -2381532.953703
  nChanged 2
		SP:Iteration 118Q (2895.880000 sec): 3 clusters
  Score: Raw -2384789.475015 + Penalty 3256.450390 = -2381533.024625
  nChanged 1
		SP:Iteration 119Q (2896.120000 sec): 3 clusters
  Score: Raw -2384789.508348 + Penalty 3256.450390 = -2381533.057958
  nChanged 2
		SP:Iteration 120F (2896.400000 sec): 3 clusters
  Score: Raw -2384789.565336 + Penalty 3256.450390 = -2381533.114946
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 7 (23555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2896.540000 sec): 2 clusters
  Score: Raw -2416619.726096 + Penalty 1635.902676 = -2414983.823420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2896.870000 sec): 3 clusters
  Score: Raw -2402233.781862 + Penalty 3271.805352 = -2398961.976509
  nChanged 10797
		SP:Iteration 1F (2897.140000 sec): 3 clusters
  Score: Raw -2408528.332163 + Penalty 3271.805352 = -2405256.526810
  nChanged 1271
		SP:Iteration 2F (2897.400000 sec): 3 clusters
  Score: Raw -2409137.552446 + Penalty 3271.805352 = -2405865.747094
  nChanged 1261
		SP:Iteration 3F (2897.660000 sec): 3 clusters
  Score: Raw -2409923.773818 + Penalty 3271.805352 = -2406651.968466
  nChanged 1527
		SP:Iteration 4F (2897.990000 sec): 3 clusters
  Score: Raw -2411295.074128 + Penalty 3271.805352 = -2408023.268776
  nChanged 2058
		SP:Iteration 5F (2898.320000 sec): 3 clusters
  Score: Raw -2413863.146134 + Penalty 3271.805352 = -2410591.340782
  nChanged 2412
		SP:Iteration 6F (2898.630000 sec): 3 clusters
  Score: Raw -2416876.330037 + Penalty 3271.805352 = -2413604.524685
  nChanged 2008
		SP:Iteration 7F (2898.940000 sec): 3 clusters
  Score: Raw -2418777.348288 + Penalty 3271.805352 = -2415505.542936
  nChanged 1269
		SP:Iteration 8F (2899.260000 sec): 3 clusters
  Score: Raw -2419607.652282 + Penalty 3271.805352 = -2416335.846930
  nChanged 737
		SP:Iteration 9Q (2899.610000 sec): 3 clusters
  Score: Raw -2419929.605492 + Penalty 3271.805352 = -2416657.800140
  nChanged 486
		SP:Iteration 10Q (2899.890000 sec): 3 clusters
  Score: Raw -2420102.277728 + Penalty 3271.805352 = -2416830.472376
  nChanged 350
		SP:Iteration 11Q (2900.200000 sec): 3 clusters
  Score: Raw -2420205.416965 + Penalty 3271.805352 = -2416933.611613
  nChanged 265
		SP:Iteration 12Q (2900.500000 sec): 3 clusters
  Score: Raw -2420273.660462 + Penalty 3271.805352 = -2417001.855109
  nChanged 221
		SP:Iteration 13Q (2900.790000 sec): 3 clusters
  Score: Raw -2420322.993925 + Penalty 3271.805352 = -2417051.188573
  nChanged 179
		SP:Iteration 14Q (2901.090000 sec): 3 clusters
  Score: Raw -2420356.735965 + Penalty 3271.805352 = -2417084.930613
  nChanged 162
		SP:Iteration 15Q (2901.430000 sec): 3 clusters
  Score: Raw -2420383.191358 + Penalty 3271.805352 = -2417111.386006
  nChanged 150
		SP:Iteration 16Q (2901.750000 sec): 3 clusters
  Score: Raw -2420404.543868 + Penalty 3271.805352 = -2417132.738516
  nChanged 115
		SP:Iteration 17Q (2902.000000 sec): 3 clusters
  Score: Raw -2420419.352951 + Penalty 3271.805352 = -2417147.547599
  nChanged 102
		SP:Iteration 18Q (2902.300000 sec): 3 clusters
  Score: Raw -2420431.730055 + Penalty 3271.805352 = -2417159.924703
  nChanged 93
		SP:Iteration 19Q (2902.550000 sec): 3 clusters
  Score: Raw -2420442.376410 + Penalty 3271.805352 = -2417170.571058
  nChanged 82
		SP:Iteration 20F (2902.860000 sec): 3 clusters
  Score: Raw -2420450.994640 + Penalty 3271.805352 = -2417179.189287
  nChanged 65
		SP:Iteration 21Q (2903.160000 sec): 3 clusters
  Score: Raw -2420457.045575 + Penalty 3271.805352 = -2417185.240223
  nChanged 51
		SP:Iteration 22Q (2903.450000 sec): 3 clusters
  Score: Raw -2420461.543362 + Penalty 3271.805352 = -2417189.738010
  nChanged 48
		SP:Iteration 23Q (2903.780000 sec): 3 clusters
  Score: Raw -2420465.803615 + Penalty 3271.805352 = -2417193.998263
  nChanged 49
		SP:Iteration 24Q (2904.140000 sec): 3 clusters
  Score: Raw -2420469.946275 + Penalty 3271.805352 = -2417198.140923
  nChanged 41
		SP:Iteration 25Q (2904.480000 sec): 3 clusters
  Score: Raw -2420473.661934 + Penalty 3271.805352 = -2417201.856582
  nChanged 36
		SP:Iteration 26Q (2904.700000 sec): 3 clusters
  Score: Raw -2420476.501416 + Penalty 3271.805352 = -2417204.696064
  nChanged 38
		SP:Iteration 27Q (2905.020000 sec): 3 clusters
  Score: Raw -2420479.245040 + Penalty 3271.805352 = -2417207.439688
  nChanged 29
		SP:Iteration 28Q (2905.350000 sec): 3 clusters
  Score: Raw -2420481.031729 + Penalty 3271.805352 = -2417209.226377
  nChanged 28
		SP:Iteration 29Q (2905.660000 sec): 3 clusters
  Score: Raw -2420483.112496 + Penalty 3271.805352 = -2417211.307144
  nChanged 31
		SP:Iteration 30Q (2906.030000 sec): 3 clusters
  Score: Raw -2420485.433327 + Penalty 3271.805352 = -2417213.627975
  nChanged 28
		SP:Iteration 31Q (2906.300000 sec): 3 clusters
  Score: Raw -2420487.853660 + Penalty 3271.805352 = -2417216.048308
  nChanged 34
		SP:Iteration 32Q (2906.670000 sec): 3 clusters
  Score: Raw -2420490.441362 + Penalty 3271.805352 = -2417218.636010
  nChanged 28
		SP:Iteration 33Q (2907.010000 sec): 3 clusters
  Score: Raw -2420492.208265 + Penalty 3271.805352 = -2417220.402913
  nChanged 23
		SP:Iteration 34Q (2907.340000 sec): 3 clusters
  Score: Raw -2420493.955687 + Penalty 3271.805352 = -2417222.150335
  nChanged 21
		SP:Iteration 35Q (2907.600000 sec): 3 clusters
  Score: Raw -2420495.248745 + Penalty 3271.805352 = -2417223.443393
  nChanged 17
		SP:Iteration 36Q (2907.860000 sec): 3 clusters
  Score: Raw -2420496.245653 + Penalty 3271.805352 = -2417224.440300
  nChanged 13
		SP:Iteration 37Q (2908.100000 sec): 3 clusters
  Score: Raw -2420496.913332 + Penalty 3271.805352 = -2417225.107980
  nChanged 8
		SP:Iteration 38Q (2908.420000 sec): 3 clusters
  Score: Raw -2420497.240785 + Penalty 3271.805352 = -2417225.435433
  nChanged 5
		SP:Iteration 39Q (2908.750000 sec): 3 clusters
  Score: Raw -2420497.540338 + Penalty 3271.805352 = -2417225.734986
  nChanged 4
		SP:Iteration 40F (2909.060000 sec): 3 clusters
  Score: Raw -2420497.725289 + Penalty 3271.805352 = -2417225.919937
  nChanged 2
		SP:Iteration 41Q (2909.310000 sec): 3 clusters
  Score: Raw -2420497.815750 + Penalty 3271.805352 = -2417226.010398
  nChanged 1
		SP:Iteration 42Q (2909.630000 sec): 3 clusters
  Score: Raw -2420497.865548 + Penalty 3271.805352 = -2417226.060196
  nChanged 3
		SP:Iteration 43Q (2909.950000 sec): 3 clusters
  Score: Raw -2420497.973883 + Penalty 3271.805352 = -2417226.168531
  nChanged 3
		SP:Iteration 44Q (2910.220000 sec): 3 clusters
  Score: Raw -2420498.100473 + Penalty 3271.805352 = -2417226.295121
  nChanged 2
		SP:Iteration 45Q (2910.500000 sec): 3 clusters
  Score: Raw -2420498.176027 + Penalty 3271.805352 = -2417226.370674
  nChanged 0
		SP:Iteration 46F (2910.840000 sec): 3 clusters
  Score: Raw -2420498.176027 + Penalty 3271.805352 = -2417226.370674
  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 8.59 GB.

 Trying to split cluster 8 (121594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2911.440000 sec): 2 clusters
  Score: Raw -12656705.484265 + Penalty 1902.621972 = -12654802.862293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2912.190000 sec): 3 clusters
  Score: Raw -12577099.019615 + Penalty 3805.243944 = -12573293.775671
  nChanged 58348
		SP:Iteration 1F (2912.920000 sec): 3 clusters
  Score: Raw -12611645.814571 + Penalty 3805.243944 = -12607840.570626
  nChanged 4043
		SP:Iteration 2Q (2913.680000 sec): 3 clusters
  Score: Raw -12612630.823608 + Penalty 3805.243944 = -12608825.579663
  nChanged 4209
		SP:Iteration 3Q (2914.620000 sec): 3 clusters
  Score: Raw -12613785.431912 + Penalty 3805.243944 = -12609980.187968
  nChanged 4729
		SP:Iteration 4Q (2915.700000 sec): 3 clusters
  Score: Raw -12615307.544621 + Penalty 3805.243944 = -12611502.300676
  nChanged 5279
		SP:Iteration 5Q (2916.610000 sec): 3 clusters
  Score: Raw -12617412.554122 + Penalty 3805.243944 = -12613607.310178
  nChanged 6127
		SP:Iteration 6F (2917.420000 sec): 3 clusters
  Score: Raw -12620335.166596 + Penalty 3805.243944 = -12616529.922652
  nChanged 6851
		SP:Iteration 7F (2918.130000 sec): 3 clusters
  Score: Raw -12624117.435047 + Penalty 3805.243944 = -12620312.191103
  nChanged 7251
		SP:Iteration 8F (2918.960000 sec): 3 clusters
  Score: Raw -12628808.159419 + Penalty 3805.243944 = -12625002.915475
  nChanged 7243
		SP:Iteration 9F (2919.870000 sec): 3 clusters
  Score: Raw -12634071.611816 + Penalty 3805.243944 = -12630266.367871
  nChanged 6637
		SP:Iteration 10F (2920.760000 sec): 3 clusters
  Score: Raw -12639116.831304 + Penalty 3805.243944 = -12635311.587360
  nChanged 5315
		SP:Iteration 11Q (2921.590000 sec): 3 clusters
  Score: Raw -12643086.166658 + Penalty 3805.243944 = -12639280.922714
  nChanged 4217
		SP:Iteration 12Q (2922.370000 sec): 3 clusters
  Score: Raw -12646136.167006 + Penalty 3805.243944 = -12642330.923062
  nChanged 3387
		SP:Iteration 13Q (2923.020000 sec): 3 clusters
  Score: Raw -12648380.117841 + Penalty 3805.243944 = -12644574.873897
  nChanged 2819
		SP:Iteration 14Q (2923.720000 sec): 3 clusters
  Score: Raw -12650160.818430 + Penalty 3805.243944 = -12646355.574486
  nChanged 2350
		SP:Iteration 15Q (2924.400000 sec): 3 clusters
  Score: Raw -12651668.960874 + Penalty 3805.243944 = -12647863.716930
  nChanged 2077
		SP:Iteration 16Q (2925.240000 sec): 3 clusters
  Score: Raw -12653036.521129 + Penalty 3805.243944 = -12649231.277185
  nChanged 1703
		SP:Iteration 17Q (2926.140000 sec): 3 clusters
  Score: Raw -12654181.996582 + Penalty 3805.243944 = -12650376.752637
  nChanged 1357
		SP:Iteration 18Q (2926.850000 sec): 3 clusters
  Score: Raw -12655111.784020 + Penalty 3805.243944 = -12651306.540076
  nChanged 1060
		SP:Iteration 19Q (2927.510000 sec): 3 clusters
  Score: Raw -12655861.301770 + Penalty 3805.243944 = -12652056.057826
  nChanged 718
		SP:Iteration 20F (2928.220000 sec): 3 clusters
  Score: Raw -12656346.469836 + Penalty 3805.243944 = -12652541.225891
  nChanged 508
		SP:Iteration 21Q (2928.860000 sec): 3 clusters
  Score: Raw -12656646.550050 + Penalty 3805.243944 = -12652841.306106
  nChanged 368
		SP:Iteration 22Q (2929.460000 sec): 3 clusters
  Score: Raw -12656829.958400 + Penalty 3805.243944 = -12653024.714456
  nChanged 259
		SP:Iteration 23Q (2930.360000 sec): 3 clusters
  Score: Raw -12656949.531977 + Penalty 3805.243944 = -12653144.288033
  nChanged 196
		SP:Iteration 24Q (2931.220000 sec): 3 clusters
  Score: Raw -12657038.122579 + Penalty 3805.243944 = -12653232.878635
  nChanged 159
		SP:Iteration 25Q (2931.910000 sec): 3 clusters
  Score: Raw -12657093.895675 + Penalty 3805.243944 = -12653288.651730
  nChanged 101
		SP:Iteration 26Q (2932.590000 sec): 3 clusters
  Score: Raw -12657127.688668 + Penalty 3805.243944 = -12653322.444723
  nChanged 81
		SP:Iteration 27Q (2933.160000 sec): 3 clusters
  Score: Raw -12657156.417725 + Penalty 3805.243944 = -12653351.173781
  nChanged 72
		SP:Iteration 28Q (2933.930000 sec): 3 clusters
  Score: Raw -12657182.018233 + Penalty 3805.243944 = -12653376.774289
  nChanged 61
		SP:Iteration 29Q (2934.650000 sec): 3 clusters
  Score: Raw -12657206.474518 + Penalty 3805.243944 = -12653401.230574
  nChanged 54
		SP:Iteration 30Q (2935.310000 sec): 3 clusters
  Score: Raw -12657224.376621 + Penalty 3805.243944 = -12653419.132676
  nChanged 43
		SP:Iteration 31Q (2936.020000 sec): 3 clusters
  Score: Raw -12657236.969480 + Penalty 3805.243944 = -12653431.725536
  nChanged 39
		SP:Iteration 32Q (2936.620000 sec): 3 clusters
  Score: Raw -12657248.527551 + Penalty 3805.243944 = -12653443.283607
  nChanged 29
		SP:Iteration 33Q (2937.210000 sec): 3 clusters
  Score: Raw -12657257.521434 + Penalty 3805.243944 = -12653452.277489
  nChanged 18
		SP:Iteration 34Q (2937.880000 sec): 3 clusters
  Score: Raw -12657261.677107 + Penalty 3805.243944 = -12653456.433163
  nChanged 11
		SP:Iteration 35Q (2938.640000 sec): 3 clusters
  Score: Raw -12657263.857136 + Penalty 3805.243944 = -12653458.613191
  nChanged 6
		SP:Iteration 36Q (2939.400000 sec): 3 clusters
  Score: Raw -12657264.900663 + Penalty 3805.243944 = -12653459.656719
  nChanged 1
		SP:Iteration 37Q (2940.140000 sec): 3 clusters
  Score: Raw -12657265.085154 + Penalty 3805.243944 = -12653459.841210
  nChanged 0
		SP:Iteration 38F (2940.920000 sec): 3 clusters
  Score: Raw -12657265.085154 + Penalty 3805.243944 = -12653459.841210
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (60178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2941.270000 sec): 2 clusters
  Score: Raw -6082664.984169 + Penalty 1788.322594 = -6080876.661575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2941.810000 sec): 3 clusters
  Score: Raw -6044216.884654 + Penalty 3576.645188 = -6040640.239466
  nChanged 28407
		SP:Iteration 1F (2942.310000 sec): 3 clusters
  Score: Raw -6060635.152955 + Penalty 3576.645188 = -6057058.507767
  nChanged 2494
		SP:Iteration 2Q (2942.810000 sec): 3 clusters
  Score: Raw -6061474.687752 + Penalty 3576.645188 = -6057898.042564
  nChanged 2680
		SP:Iteration 3Q (2943.420000 sec): 3 clusters
  Score: Raw -6062548.229830 + Penalty 3576.645188 = -6058971.584643
  nChanged 2976
		SP:Iteration 4Q (2944.030000 sec): 3 clusters
  Score: Raw -6064035.151903 + Penalty 3576.645188 = -6060458.506715
  nChanged 3617
		SP:Iteration 5F (2944.590000 sec): 3 clusters
  Score: Raw -6066222.458768 + Penalty 3576.645188 = -6062645.813580
  nChanged 4043
		SP:Iteration 6F (2944.980000 sec): 3 clusters
  Score: Raw -6069029.103427 + Penalty 3576.645188 = -6065452.458239
  nChanged 4134
		SP:Iteration 7F (2945.310000 sec): 3 clusters
  Score: Raw -6071879.109159 + Penalty 3576.645188 = -6068302.463971
  nChanged 3640
		SP:Iteration 8F (2945.740000 sec): 3 clusters
  Score: Raw -6074255.403297 + Penalty 3576.645188 = -6070678.758109
  nChanged 3053
		SP:Iteration 9F (2946.310000 sec): 3 clusters
  Score: Raw -6075953.120861 + Penalty 3576.645188 = -6072376.475674
  nChanged 2262
		SP:Iteration 10Q (2946.820000 sec): 3 clusters
  Score: Raw -6077036.293167 + Penalty 3576.645188 = -6073459.647979
  nChanged 1835
		SP:Iteration 11Q (2947.310000 sec): 3 clusters
  Score: Raw -6077816.127704 + Penalty 3576.645188 = -6074239.482517
  nChanged 1563
		SP:Iteration 12Q (2947.760000 sec): 3 clusters
  Score: Raw -6078424.015460 + Penalty 3576.645188 = -6074847.370273
  nChanged 1325
		SP:Iteration 13Q (2948.280000 sec): 3 clusters
  Score: Raw -6078902.763551 + Penalty 3576.645188 = -6075326.118363
  nChanged 1196
		SP:Iteration 14Q (2948.680000 sec): 3 clusters
  Score: Raw -6079305.702233 + Penalty 3576.645188 = -6075729.057046
  nChanged 1042
		SP:Iteration 15Q (2949.130000 sec): 3 clusters
  Score: Raw -6079644.263353 + Penalty 3576.645188 = -6076067.618165
  nChanged 966
		SP:Iteration 16Q (2949.560000 sec): 3 clusters
  Score: Raw -6079933.211586 + Penalty 3576.645188 = -6076356.566399
  nChanged 871
		SP:Iteration 17Q (2950.000000 sec): 3 clusters
  Score: Raw -6080189.698167 + Penalty 3576.645188 = -6076613.052979
  nChanged 839
		SP:Iteration 18Q (2950.610000 sec): 3 clusters
  Score: Raw -6080434.070794 + Penalty 3576.645188 = -6076857.425606
  nChanged 759
		SP:Iteration 19Q (2951.170000 sec): 3 clusters
  Score: Raw -6080648.097763 + Penalty 3576.645188 = -6077071.452576
  nChanged 696
		SP:Iteration 20F (2951.660000 sec): 3 clusters
  Score: Raw -6080845.276164 + Penalty 3576.645188 = -6077268.630977
  nChanged 673
		SP:Iteration 21Q (2952.140000 sec): 3 clusters
  Score: Raw -6081018.565049 + Penalty 3576.645188 = -6077441.919861
  nChanged 592
		SP:Iteration 22Q (2952.540000 sec): 3 clusters
  Score: Raw -6081160.766932 + Penalty 3576.645188 = -6077584.121744
  nChanged 562
		SP:Iteration 23Q (2952.980000 sec): 3 clusters
  Score: Raw -6081290.113689 + Penalty 3576.645188 = -6077713.468501
  nChanged 544
		SP:Iteration 24Q (2953.470000 sec): 3 clusters
  Score: Raw -6081421.687152 + Penalty 3576.645188 = -6077845.041965
  nChanged 509
		SP:Iteration 25Q (2953.910000 sec): 3 clusters
  Score: Raw -6081559.925529 + Penalty 3576.645188 = -6077983.280342
  nChanged 539
		SP:Iteration 26Q (2954.290000 sec): 3 clusters
  Score: Raw -6081713.943534 + Penalty 3576.645188 = -6078137.298346
  nChanged 563
		SP:Iteration 27Q (2954.710000 sec): 3 clusters
  Score: Raw -6081868.334477 + Penalty 3576.645188 = -6078291.689290
  nChanged 559
		SP:Iteration 28Q (2955.120000 sec): 3 clusters
  Score: Raw -6082029.488950 + Penalty 3576.645188 = -6078452.843763
  nChanged 559
		SP:Iteration 29Q (2955.480000 sec): 3 clusters
  Score: Raw -6082186.923515 + Penalty 3576.645188 = -6078610.278328
  nChanged 509
		SP:Iteration 30Q (2956.060000 sec): 3 clusters
  Score: Raw -6082335.118019 + Penalty 3576.645188 = -6078758.472831
  nChanged 455
		SP:Iteration 31Q (2956.620000 sec): 3 clusters
  Score: Raw -6082465.021643 + Penalty 3576.645188 = -6078888.376455
  nChanged 420
		SP:Iteration 32Q (2957.160000 sec): 3 clusters
  Score: Raw -6082570.872513 + Penalty 3576.645188 = -6078994.227325
  nChanged 380
		SP:Iteration 33Q (2957.600000 sec): 3 clusters
  Score: Raw -6082656.183334 + Penalty 3576.645188 = -6079079.538146
  nChanged 342
		SP:Iteration 34Q (2958.040000 sec): 3 clusters
  Score: Raw -6082731.832413 + Penalty 3576.645188 = -6079155.187225
  nChanged 325
		SP:Iteration 35Q (2958.470000 sec): 3 clusters
  Score: Raw -6082807.784362 + Penalty 3576.645188 = -6079231.139175
  nChanged 338
		SP:Iteration 36Q (2958.960000 sec): 3 clusters
  Score: Raw -6082883.158924 + Penalty 3576.645188 = -6079306.513736
  nChanged 333
		SP:Iteration 37Q (2959.390000 sec): 3 clusters
  Score: Raw -6082954.319998 + Penalty 3576.645188 = -6079377.674810
  nChanged 316
		SP:Iteration 38Q (2959.850000 sec): 3 clusters
  Score: Raw -6083021.983596 + Penalty 3576.645188 = -6079445.338408
  nChanged 278
		SP:Iteration 39Q (2960.280000 sec): 3 clusters
  Score: Raw -6083079.851761 + Penalty 3576.645188 = -6079503.206573
  nChanged 265
		SP:Iteration 40F (2960.670000 sec): 3 clusters
  Score: Raw -6083132.004781 + Penalty 3576.645188 = -6079555.359593
  nChanged 255
		SP:Iteration 41Q (2961.190000 sec): 3 clusters
  Score: Raw -6083175.127224 + Penalty 3576.645188 = -6079598.482036
  nChanged 214
		SP:Iteration 42Q (2961.660000 sec): 3 clusters
  Score: Raw -6083209.363546 + Penalty 3576.645188 = -6079632.718358
  nChanged 210
		SP:Iteration 43Q (2962.200000 sec): 3 clusters
  Score: Raw -6083239.619066 + Penalty 3576.645188 = -6079662.973879
  nChanged 187
		SP:Iteration 44Q (2962.700000 sec): 3 clusters
  Score: Raw -6083267.532347 + Penalty 3576.645188 = -6079690.887159
  nChanged 201
		SP:Iteration 45Q (2963.080000 sec): 3 clusters
  Score: Raw -6083298.848234 + Penalty 3576.645188 = -6079722.203046
  nChanged 186
		SP:Iteration 46Q (2963.460000 sec): 3 clusters
  Score: Raw -6083326.585852 + Penalty 3576.645188 = -6079749.940664
  nChanged 169
		SP:Iteration 47Q (2963.920000 sec): 3 clusters
  Score: Raw -6083350.069748 + Penalty 3576.645188 = -6079773.424560
  nChanged 145
		SP:Iteration 48Q (2964.400000 sec): 3 clusters
  Score: Raw -6083370.175945 + Penalty 3576.645188 = -6079793.530757
  nChanged 119
		SP:Iteration 49Q (2964.980000 sec): 3 clusters
  Score: Raw -6083385.488747 + Penalty 3576.645188 = -6079808.843559
  nChanged 113
		SP:Iteration 50Q (2965.480000 sec): 3 clusters
  Score: Raw -6083398.718358 + Penalty 3576.645188 = -6079822.073170
  nChanged 99
		SP:Iteration 51Q (2965.910000 sec): 3 clusters
  Score: Raw -6083410.053728 + Penalty 3576.645188 = -6079833.408540
  nChanged 100
		SP:Iteration 52Q (2966.410000 sec): 3 clusters
  Score: Raw -6083421.704324 + Penalty 3576.645188 = -6079845.059137
  nChanged 86
		SP:Iteration 53Q (2966.960000 sec): 3 clusters
  Score: Raw -6083430.842294 + Penalty 3576.645188 = -6079854.197107
  nChanged 87
		SP:Iteration 54Q (2967.530000 sec): 3 clusters
  Score: Raw -6083440.541673 + Penalty 3576.645188 = -6079863.896486
  nChanged 95
		SP:Iteration 55Q (2968.090000 sec): 3 clusters
  Score: Raw -6083452.721723 + Penalty 3576.645188 = -6079876.076535
  nChanged 89
		SP:Iteration 56Q (2968.490000 sec): 3 clusters
  Score: Raw -6083462.667488 + Penalty 3576.645188 = -6079886.022300
  nChanged 80
		SP:Iteration 57Q (2968.900000 sec): 3 clusters
  Score: Raw -6083470.986270 + Penalty 3576.645188 = -6079894.341083
  nChanged 81
		SP:Iteration 58Q (2969.340000 sec): 3 clusters
  Score: Raw -6083480.190380 + Penalty 3576.645188 = -6079903.545192
  nChanged 76
		SP:Iteration 59Q (2969.730000 sec): 3 clusters
  Score: Raw -6083490.008676 + Penalty 3576.645188 = -6079913.363488
  nChanged 84
		SP:Iteration 60F (2970.300000 sec): 3 clusters
  Score: Raw -6083501.404597 + Penalty 3576.645188 = -6079924.759409
  nChanged 77
		SP:Iteration 61Q (2970.860000 sec): 3 clusters
  Score: Raw -6083510.837795 + Penalty 3576.645188 = -6079934.192607
  nChanged 82
		SP:Iteration 62Q (2971.320000 sec): 3 clusters
  Score: Raw -6083520.708674 + Penalty 3576.645188 = -6079944.063486
  nChanged 71
		SP:Iteration 63Q (2971.860000 sec): 3 clusters
  Score: Raw -6083529.422154 + Penalty 3576.645188 = -6079952.776966
  nChanged 63
		SP:Iteration 64Q (2972.430000 sec): 3 clusters
  Score: Raw -6083537.844743 + Penalty 3576.645188 = -6079961.199556
  nChanged 55
		SP:Iteration 65Q (2972.910000 sec): 3 clusters
  Score: Raw -6083544.447652 + Penalty 3576.645188 = -6079967.802465
  nChanged 43
		SP:Iteration 66Q (2973.430000 sec): 3 clusters
  Score: Raw -6083548.434587 + Penalty 3576.645188 = -6079971.789399
  nChanged 41
		SP:Iteration 67Q (2973.810000 sec): 3 clusters
  Score: Raw -6083552.307793 + Penalty 3576.645188 = -6079975.662605
  nChanged 35
		SP:Iteration 68Q (2974.230000 sec): 3 clusters
  Score: Raw -6083555.183966 + Penalty 3576.645188 = -6079978.538778
  nChanged 31
		SP:Iteration 69Q (2974.630000 sec): 3 clusters
  Score: Raw -6083557.749473 + Penalty 3576.645188 = -6079981.104286
  nChanged 32
		SP:Iteration 70Q (2975.100000 sec): 3 clusters
  Score: Raw -6083560.472953 + Penalty 3576.645188 = -6079983.827765
  nChanged 32
		SP:Iteration 71Q (2975.630000 sec): 3 clusters
  Score: Raw -6083563.711639 + Penalty 3576.645188 = -6079987.066451
  nChanged 24
		SP:Iteration 72Q (2976.160000 sec): 3 clusters
  Score: Raw -6083566.032918 + Penalty 3576.645188 = -6079989.387730
  nChanged 19
		SP:Iteration 73Q (2976.630000 sec): 3 clusters
  Score: Raw -6083567.454467 + Penalty 3576.645188 = -6079990.809279
  nChanged 20
		SP:Iteration 74Q (2977.100000 sec): 3 clusters
  Score: Raw -6083569.205859 + Penalty 3576.645188 = -6079992.560671
  nChanged 19
		SP:Iteration 75Q (2977.690000 sec): 3 clusters
  Score: Raw -6083570.738354 + Penalty 3576.645188 = -6079994.093166
  nChanged 11
		SP:Iteration 76Q (2978.170000 sec): 3 clusters
  Score: Raw -6083571.566285 + Penalty 3576.645188 = -6079994.921097
  nChanged 13
		SP:Iteration 77Q (2978.720000 sec): 3 clusters
  Score: Raw -6083572.411330 + Penalty 3576.645188 = -6079995.766142
  nChanged 10
		SP:Iteration 78Q (2979.140000 sec): 3 clusters
  Score: Raw -6083573.177851 + Penalty 3576.645188 = -6079996.532663
  nChanged 11
		SP:Iteration 79Q (2979.570000 sec): 3 clusters
  Score: Raw -6083574.201817 + Penalty 3576.645188 = -6079997.556629
  nChanged 10
		SP:Iteration 80F (2980.000000 sec): 3 clusters
  Score: Raw -6083575.385007 + Penalty 3576.645188 = -6079998.739819
  nChanged 18
		SP:Iteration 81Q (2980.440000 sec): 3 clusters
  Score: Raw -6083576.951875 + Penalty 3576.645188 = -6080000.306688
  nChanged 18
		SP:Iteration 82Q (2981.000000 sec): 3 clusters
  Score: Raw -6083578.501217 + Penalty 3576.645188 = -6080001.856029
  nChanged 16
		SP:Iteration 83Q (2981.570000 sec): 3 clusters
  Score: Raw -6083580.025542 + Penalty 3576.645188 = -6080003.380354
  nChanged 14
		SP:Iteration 84Q (2981.990000 sec): 3 clusters
  Score: Raw -6083580.863918 + Penalty 3576.645188 = -6080004.218731
  nChanged 7
		SP:Iteration 85Q (2982.450000 sec): 3 clusters
  Score: Raw -6083581.218403 + Penalty 3576.645188 = -6080004.573215
  nChanged 4
		SP:Iteration 86Q (2983.050000 sec): 3 clusters
  Score: Raw -6083581.392542 + Penalty 3576.645188 = -6080004.747355
  nChanged 2
		SP:Iteration 87Q (2983.460000 sec): 3 clusters
  Score: Raw -6083581.516435 + Penalty 3576.645188 = -6080004.871247
  nChanged 1
		SP:Iteration 88Q (2983.950000 sec): 3 clusters
  Score: Raw -6083581.594860 + Penalty 3576.645188 = -6080004.949672
  nChanged 2
		SP:Iteration 89Q (2984.340000 sec): 3 clusters
  Score: Raw -6083581.744490 + Penalty 3576.645188 = -6080005.099302
  nChanged 5
		SP:Iteration 90Q (2984.780000 sec): 3 clusters
  Score: Raw -6083582.245540 + Penalty 3576.645188 = -6080005.600353
  nChanged 14
		SP:Iteration 91Q (2985.240000 sec): 3 clusters
  Score: Raw -6083583.353676 + Penalty 3576.645188 = -6080006.708488
  nChanged 14
		SP:Iteration 92Q (2985.730000 sec): 3 clusters
  Score: Raw -6083584.527932 + Penalty 3576.645188 = -6080007.882744
  nChanged 12
		SP:Iteration 93Q (2986.290000 sec): 3 clusters
  Score: Raw -6083585.506284 + Penalty 3576.645188 = -6080008.861096
  nChanged 7
		SP:Iteration 94Q (2986.910000 sec): 3 clusters
  Score: Raw -6083585.940564 + Penalty 3576.645188 = -6080009.295377
  nChanged 8
		SP:Iteration 95Q (2987.330000 sec): 3 clusters
  Score: Raw -6083586.338045 + Penalty 3576.645188 = -6080009.692858
  nChanged 7
		SP:Iteration 96Q (2987.830000 sec): 3 clusters
  Score: Raw -6083586.878216 + Penalty 3576.645188 = -6080010.233028
  nChanged 11
		SP:Iteration 97Q (2988.370000 sec): 3 clusters
  Score: Raw -6083587.623105 + Penalty 3576.645188 = -6080010.977917
  nChanged 7
		SP:Iteration 98Q (2988.850000 sec): 3 clusters
  Score: Raw -6083588.485904 + Penalty 3576.645188 = -6080011.840716
  nChanged 9
		SP:Iteration 99Q (2989.390000 sec): 3 clusters
  Score: Raw -6083589.340154 + Penalty 3576.645188 = -6080012.694966
  nChanged 10
		SP:Iteration 100F (2989.870000 sec): 3 clusters
  Score: Raw -6083589.938145 + Penalty 3576.645188 = -6080013.292958
  nChanged 6
		SP:Iteration 101Q (2990.270000 sec): 3 clusters
  Score: Raw -6083590.225753 + Penalty 3576.645188 = -6080013.580565
  nChanged 3
		SP:Iteration 102Q (2990.720000 sec): 3 clusters
  Score: Raw -6083590.347824 + Penalty 3576.645188 = -6080013.702636
  nChanged 4
		SP:Iteration 103Q (2991.210000 sec): 3 clusters
  Score: Raw -6083590.612352 + Penalty 3576.645188 = -6080013.967164
  nChanged 3
		SP:Iteration 104Q (2991.770000 sec): 3 clusters
  Score: Raw -6083590.761248 + Penalty 3576.645188 = -6080014.116060
  nChanged 8
		SP:Iteration 105Q (2992.170000 sec): 3 clusters
  Score: Raw -6083591.290162 + Penalty 3576.645188 = -6080014.644974
  nChanged 3
		SP:Iteration 106Q (2992.690000 sec): 3 clusters
  Score: Raw -6083591.453287 + Penalty 3576.645188 = -6080014.808100
  nChanged 2
		SP:Iteration 107Q (2993.210000 sec): 3 clusters
  Score: Raw -6083591.597494 + Penalty 3576.645188 = -6080014.952306
  nChanged 1
		SP:Iteration 108Q (2993.700000 sec): 3 clusters
  Score: Raw -6083591.639228 + Penalty 3576.645188 = -6080014.994041
  nChanged 1
		SP:Iteration 109Q (2994.170000 sec): 3 clusters
  Score: Raw -6083591.694374 + Penalty 3576.645188 = -6080015.049186
  nChanged 1
		SP:Iteration 110Q (2994.640000 sec): 3 clusters
  Score: Raw -6083591.799152 + Penalty 3576.645188 = -6080015.153965
  nChanged 2
		SP:Iteration 111Q (2995.100000 sec): 3 clusters
  Score: Raw -6083591.910764 + Penalty 3576.645188 = -6080015.265576
  nChanged 2
		SP:Iteration 112Q (2995.520000 sec): 3 clusters
  Score: Raw -6083591.981401 + Penalty 3576.645188 = -6080015.336213
  nChanged 0
		SP:Iteration 113F (2995.980000 sec): 3 clusters
  Score: Raw -6083591.981401 + Penalty 3576.645188 = -6080015.336213
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 10 (18313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2996.110000 sec): 2 clusters
  Score: Raw -1754731.683552 + Penalty 1594.997051 = -1753136.686501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2996.450000 sec): 3 clusters
  Score: Raw -1743759.650694 + Penalty 3189.994102 = -1740569.656592
  nChanged 8277
		SP:Iteration 1F (2996.660000 sec): 3 clusters
  Score: Raw -1748494.566422 + Penalty 3189.994102 = -1745304.572319
  nChanged 1116
		SP:Iteration 2F (2996.940000 sec): 3 clusters
  Score: Raw -1749023.587064 + Penalty 3189.994102 = -1745833.592961
  nChanged 1030
		SP:Iteration 3F (2997.130000 sec): 3 clusters
  Score: Raw -1749563.713456 + Penalty 3189.994102 = -1746373.719353
  nChanged 1018
		SP:Iteration 4F (2997.420000 sec): 3 clusters
  Score: Raw -1750150.564835 + Penalty 3189.994102 = -1746960.570733
  nChanged 1062
		SP:Iteration 5F (2997.690000 sec): 3 clusters
  Score: Raw -1750918.468531 + Penalty 3189.994102 = -1747728.474429
  nChanged 1070
		SP:Iteration 6F (2997.990000 sec): 3 clusters
  Score: Raw -1751834.891589 + Penalty 3189.994102 = -1748644.897487
  nChanged 1114
		SP:Iteration 7F (2998.300000 sec): 3 clusters
  Score: Raw -1752909.186251 + Penalty 3189.994102 = -1749719.192148
  nChanged 1159
		SP:Iteration 8F (2998.480000 sec): 3 clusters
  Score: Raw -1753878.418111 + Penalty 3189.994102 = -1750688.424008
  nChanged 1005
		SP:Iteration 9F (2998.760000 sec): 3 clusters
  Score: Raw -1754592.067471 + Penalty 3189.994102 = -1751402.073369
  nChanged 825
		SP:Iteration 10Q (2999.070000 sec): 3 clusters
  Score: Raw -1755113.419244 + Penalty 3189.994102 = -1751923.425141
  nChanged 679
		SP:Iteration 11Q (2999.300000 sec): 3 clusters
  Score: Raw -1755479.317450 + Penalty 3189.994102 = -1752289.323348
  nChanged 593
		SP:Iteration 12Q (2999.530000 sec): 3 clusters
  Score: Raw -1755792.464766 + Penalty 3189.994102 = -1752602.470663
  nChanged 527
		SP:Iteration 13Q (2999.820000 sec): 3 clusters
  Score: Raw -1756086.427147 + Penalty 3189.994102 = -1752896.433045
  nChanged 476
		SP:Iteration 14Q (3000.040000 sec): 3 clusters
  Score: Raw -1756396.061913 + Penalty 3189.994102 = -1753206.067810
  nChanged 441
		SP:Iteration 15Q (3000.280000 sec): 3 clusters
  Score: Raw -1756658.017509 + Penalty 3189.994102 = -1753468.023407
  nChanged 357
		SP:Iteration 16Q (3000.590000 sec): 3 clusters
  Score: Raw -1756839.805487 + Penalty 3189.994102 = -1753649.811385
  nChanged 317
		SP:Iteration 17Q (3000.850000 sec): 3 clusters
  Score: Raw -1756982.584304 + Penalty 3189.994102 = -1753792.590202
  nChanged 255
		SP:Iteration 18Q (3001.080000 sec): 3 clusters
  Score: Raw -1757089.683781 + Penalty 3189.994102 = -1753899.689678
  nChanged 216
		SP:Iteration 19Q (3001.360000 sec): 3 clusters
  Score: Raw -1757181.877625 + Penalty 3189.994102 = -1753991.883522
  nChanged 217
		SP:Iteration 20F (3001.580000 sec): 3 clusters
  Score: Raw -1757265.696605 + Penalty 3189.994102 = -1754075.702502
  nChanged 166
		SP:Iteration 21Q (3001.870000 sec): 3 clusters
  Score: Raw -1757325.825784 + Penalty 3189.994102 = -1754135.831682
  nChanged 144
		SP:Iteration 22Q (3002.150000 sec): 3 clusters
  Score: Raw -1757367.367318 + Penalty 3189.994102 = -1754177.373215
  nChanged 103
		SP:Iteration 23Q (3002.440000 sec): 3 clusters
  Score: Raw -1757389.388829 + Penalty 3189.994102 = -1754199.394727
  nChanged 83
		SP:Iteration 24Q (3002.750000 sec): 3 clusters
  Score: Raw -1757406.058131 + Penalty 3189.994102 = -1754216.064028
  nChanged 73
		SP:Iteration 25Q (3003.070000 sec): 3 clusters
  Score: Raw -1757420.470973 + Penalty 3189.994102 = -1754230.476870
  nChanged 59
		SP:Iteration 26Q (3003.290000 sec): 3 clusters
  Score: Raw -1757431.622197 + Penalty 3189.994102 = -1754241.628094
  nChanged 42
		SP:Iteration 27Q (3003.630000 sec): 3 clusters
  Score: Raw -1757440.537597 + Penalty 3189.994102 = -1754250.543494
  nChanged 43
		SP:Iteration 28Q (3003.860000 sec): 3 clusters
  Score: Raw -1757448.346739 + Penalty 3189.994102 = -1754258.352636
  nChanged 33
		SP:Iteration 29Q (3004.090000 sec): 3 clusters
  Score: Raw -1757452.917588 + Penalty 3189.994102 = -1754262.923485
  nChanged 26
		SP:Iteration 30Q (3004.360000 sec): 3 clusters
  Score: Raw -1757457.102894 + Penalty 3189.994102 = -1754267.108791
  nChanged 28
		SP:Iteration 31Q (3004.600000 sec): 3 clusters
  Score: Raw -1757461.724245 + Penalty 3189.994102 = -1754271.730142
  nChanged 23
		SP:Iteration 32Q (3004.890000 sec): 3 clusters
  Score: Raw -1757465.496575 + Penalty 3189.994102 = -1754275.502473
  nChanged 23
		SP:Iteration 33Q (3005.150000 sec): 3 clusters
  Score: Raw -1757467.776635 + Penalty 3189.994102 = -1754277.782533
  nChanged 17
		SP:Iteration 34Q (3005.450000 sec): 3 clusters
  Score: Raw -1757470.537963 + Penalty 3189.994102 = -1754280.543861
  nChanged 20
		SP:Iteration 35Q (3005.680000 sec): 3 clusters
  Score: Raw -1757472.882834 + Penalty 3189.994102 = -1754282.888731
  nChanged 16
		SP:Iteration 36Q (3005.940000 sec): 3 clusters
  Score: Raw -1757474.300680 + Penalty 3189.994102 = -1754284.306577
  nChanged 15
		SP:Iteration 37Q (3006.240000 sec): 3 clusters
  Score: Raw -1757475.755349 + Penalty 3189.994102 = -1754285.761246
  nChanged 13
		SP:Iteration 38Q (3006.470000 sec): 3 clusters
  Score: Raw -1757477.118498 + Penalty 3189.994102 = -1754287.124396
  nChanged 13
		SP:Iteration 39Q (3006.710000 sec): 3 clusters
  Score: Raw -1757478.336635 + Penalty 3189.994102 = -1754288.342533
  nChanged 9
		SP:Iteration 40F (3006.950000 sec): 3 clusters
  Score: Raw -1757479.329233 + Penalty 3189.994102 = -1754289.335130
  nChanged 7
		SP:Iteration 41Q (3007.180000 sec): 3 clusters
  Score: Raw -1757479.949466 + Penalty 3189.994102 = -1754289.955363
  nChanged 8
		SP:Iteration 42Q (3007.430000 sec): 3 clusters
  Score: Raw -1757480.483705 + Penalty 3189.994102 = -1754290.489603
  nChanged 3
		SP:Iteration 43Q (3007.700000 sec): 3 clusters
  Score: Raw -1757480.607215 + Penalty 3189.994102 = -1754290.613112
  nChanged 2
		SP:Iteration 44Q (3007.960000 sec): 3 clusters
  Score: Raw -1757480.722128 + Penalty 3189.994102 = -1754290.728025
  nChanged 1
		SP:Iteration 45Q (3008.230000 sec): 3 clusters
  Score: Raw -1757480.765547 + Penalty 3189.994102 = -1754290.771445
  nChanged 0
		SP:Iteration 46F (3008.450000 sec): 3 clusters
  Score: Raw -1757480.765547 + Penalty 3189.994102 = -1754290.771445
  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 8.59 GB.

 Trying to split cluster 11 (5479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3008.610000 sec): 2 clusters
  Score: Raw -501113.722029 + Penalty 1398.910156 = -499714.811873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3008.810000 sec): 3 clusters
  Score: Raw -498267.329823 + Penalty 2797.820311 = -495469.509511
  nChanged 2232
		SP:Iteration 1F (3008.960000 sec): 3 clusters
  Score: Raw -499611.587391 + Penalty 2797.820311 = -496813.767080
  nChanged 487
		SP:Iteration 2F (3009.160000 sec): 3 clusters
  Score: Raw -500036.863953 + Penalty 2797.820311 = -497239.043642
  nChanged 383
		SP:Iteration 3F (3009.380000 sec): 3 clusters
  Score: Raw -500353.812411 + Penalty 2797.820311 = -497555.992099
  nChanged 338
		SP:Iteration 4F (3009.570000 sec): 3 clusters
  Score: Raw -500595.909373 + Penalty 2797.820311 = -497798.089062
  nChanged 280
		SP:Iteration 5F (3009.750000 sec): 3 clusters
  Score: Raw -500783.123533 + Penalty 2797.820311 = -497985.303222
  nChanged 235
		SP:Iteration 6Q (3009.930000 sec): 3 clusters
  Score: Raw -500937.555073 + Penalty 2797.820311 = -498139.734761
  nChanged 194
		SP:Iteration 7Q (3010.110000 sec): 3 clusters
  Score: Raw -501062.395030 + Penalty 2797.820311 = -498264.574719
  nChanged 198
		SP:Iteration 8Q (3010.290000 sec): 3 clusters
  Score: Raw -501179.533236 + Penalty 2797.820311 = -498381.712924
  nChanged 176
		SP:Iteration 9Q (3010.500000 sec): 3 clusters
  Score: Raw -501275.272146 + Penalty 2797.820311 = -498477.451835
  nChanged 131
		SP:Iteration 10Q (3010.710000 sec): 3 clusters
  Score: Raw -501346.693078 + Penalty 2797.820311 = -498548.872767
  nChanged 127
		SP:Iteration 11Q (3010.930000 sec): 3 clusters
  Score: Raw -501414.998427 + Penalty 2797.820311 = -498617.178115
  nChanged 117
		SP:Iteration 12Q (3011.110000 sec): 3 clusters
  Score: Raw -501474.718786 + Penalty 2797.820311 = -498676.898474
  nChanged 98
		SP:Iteration 13Q (3011.340000 sec): 3 clusters
  Score: Raw -501517.132090 + Penalty 2797.820311 = -498719.311778
  nChanged 92
		SP:Iteration 14Q (3011.510000 sec): 3 clusters
  Score: Raw -501550.409186 + Penalty 2797.820311 = -498752.588874
  nChanged 71
		SP:Iteration 15Q (3011.720000 sec): 3 clusters
  Score: Raw -501574.552597 + Penalty 2797.820311 = -498776.732286
  nChanged 52
		SP:Iteration 16Q (3011.920000 sec): 3 clusters
  Score: Raw -501592.426073 + Penalty 2797.820311 = -498794.605762
  nChanged 53
		SP:Iteration 17Q (3012.100000 sec): 3 clusters
  Score: Raw -501613.339736 + Penalty 2797.820311 = -498815.519424
  nChanged 47
		SP:Iteration 18Q (3012.310000 sec): 3 clusters
  Score: Raw -501634.288986 + Penalty 2797.820311 = -498836.468675
  nChanged 48
		SP:Iteration 19Q (3012.450000 sec): 3 clusters
  Score: Raw -501657.792455 + Penalty 2797.820311 = -498859.972143
  nChanged 52
		SP:Iteration 20F (3012.630000 sec): 3 clusters
  Score: Raw -501689.448204 + Penalty 2797.820311 = -498891.627893
  nChanged 54
		SP:Iteration 21Q (3012.790000 sec): 3 clusters
  Score: Raw -501724.683907 + Penalty 2797.820311 = -498926.863596
  nChanged 67
		SP:Iteration 22Q (3012.970000 sec): 3 clusters
  Score: Raw -501763.212585 + Penalty 2797.820311 = -498965.392274
  nChanged 56
		SP:Iteration 23Q (3013.110000 sec): 3 clusters
  Score: Raw -501783.109717 + Penalty 2797.820311 = -498985.289405
  nChanged 43
		SP:Iteration 24Q (3013.270000 sec): 3 clusters
  Score: Raw -501792.923066 + Penalty 2797.820311 = -498995.102755
  nChanged 25
		SP:Iteration 25Q (3013.480000 sec): 3 clusters
  Score: Raw -501798.818786 + Penalty 2797.820311 = -499000.998474
  nChanged 26
		SP:Iteration 26Q (3013.670000 sec): 3 clusters
  Score: Raw -501802.439242 + Penalty 2797.820311 = -499004.618930
  nChanged 17
		SP:Iteration 27Q (3013.840000 sec): 3 clusters
  Score: Raw -501805.781892 + Penalty 2797.820311 = -499007.961581
  nChanged 15
		SP:Iteration 28Q (3014.060000 sec): 3 clusters
  Score: Raw -501808.367199 + Penalty 2797.820311 = -499010.546888
  nChanged 13
		SP:Iteration 29Q (3014.240000 sec): 3 clusters
  Score: Raw -501810.960381 + Penalty 2797.820311 = -499013.140069
  nChanged 16
		SP:Iteration 30Q (3014.450000 sec): 3 clusters
  Score: Raw -501816.383160 + Penalty 2797.820311 = -499018.562849
  nChanged 18
		SP:Iteration 31Q (3014.650000 sec): 3 clusters
  Score: Raw -501819.451301 + Penalty 2797.820311 = -499021.630989
  nChanged 14
		SP:Iteration 32Q (3014.850000 sec): 3 clusters
  Score: Raw -501822.630535 + Penalty 2797.820311 = -499024.810223
  nChanged 15
		SP:Iteration 33Q (3015.050000 sec): 3 clusters
  Score: Raw -501828.888344 + Penalty 2797.820311 = -499031.068033
  nChanged 22
		SP:Iteration 34Q (3015.220000 sec): 3 clusters
  Score: Raw -501834.385435 + Penalty 2797.820311 = -499036.565123
  nChanged 25
		SP:Iteration 35Q (3015.460000 sec): 3 clusters
  Score: Raw -501841.100239 + Penalty 2797.820311 = -499043.279928
  nChanged 24
		SP:Iteration 36Q (3015.650000 sec): 3 clusters
  Score: Raw -501847.003763 + Penalty 2797.820311 = -499049.183452
  nChanged 18
		SP:Iteration 37Q (3015.830000 sec): 3 clusters
  Score: Raw -501850.005672 + Penalty 2797.820311 = -499052.185361
  nChanged 19
		SP:Iteration 38Q (3015.960000 sec): 3 clusters
  Score: Raw -501853.043953 + Penalty 2797.820311 = -499055.223641
  nChanged 11
		SP:Iteration 39Q (3016.130000 sec): 3 clusters
  Score: Raw -501854.690220 + Penalty 2797.820311 = -499056.869909
  nChanged 10
		SP:Iteration 40F (3016.340000 sec): 3 clusters
  Score: Raw -501856.833192 + Penalty 2797.820311 = -499059.012880
  nChanged 11
		SP:Iteration 41Q (3016.500000 sec): 3 clusters
  Score: Raw -501859.284871 + Penalty 2797.820311 = -499061.464560
  nChanged 9
		SP:Iteration 42Q (3016.660000 sec): 3 clusters
  Score: Raw -501861.005488 + Penalty 2797.820311 = -499063.185176
  nChanged 11
		SP:Iteration 43Q (3016.880000 sec): 3 clusters
  Score: Raw -501862.962688 + Penalty 2797.820311 = -499065.142377
  nChanged 7
		SP:Iteration 44Q (3017.060000 sec): 3 clusters
  Score: Raw -501863.647363 + Penalty 2797.820311 = -499065.827052
  nChanged 5
		SP:Iteration 45Q (3017.280000 sec): 3 clusters
  Score: Raw -501865.222754 + Penalty 2797.820311 = -499067.402442
  nChanged 6
		SP:Iteration 46Q (3017.460000 sec): 3 clusters
  Score: Raw -501867.257936 + Penalty 2797.820311 = -499069.437624
  nChanged 15
		SP:Iteration 47Q (3017.680000 sec): 3 clusters
  Score: Raw -501869.621137 + Penalty 2797.820311 = -499071.800825
  nChanged 9
		SP:Iteration 48Q (3017.830000 sec): 3 clusters
  Score: Raw -501871.003386 + Penalty 2797.820311 = -499073.183074
  nChanged 6
		SP:Iteration 49Q (3018.060000 sec): 3 clusters
  Score: Raw -501871.923163 + Penalty 2797.820311 = -499074.102851
  nChanged 7
		SP:Iteration 50Q (3018.240000 sec): 3 clusters
  Score: Raw -501873.221105 + Penalty 2797.820311 = -499075.400794
  nChanged 9
		SP:Iteration 51Q (3018.360000 sec): 3 clusters
  Score: Raw -501874.263339 + Penalty 2797.820311 = -499076.443027
  nChanged 8
		SP:Iteration 52Q (3018.520000 sec): 3 clusters
  Score: Raw -501875.131521 + Penalty 2797.820311 = -499077.311210
  nChanged 9
		SP:Iteration 53Q (3018.710000 sec): 3 clusters
  Score: Raw -501876.409726 + Penalty 2797.820311 = -499078.589415
  nChanged 9
		SP:Iteration 54Q (3018.900000 sec): 3 clusters
  Score: Raw -501877.441876 + Penalty 2797.820311 = -499079.621564
  nChanged 14
		SP:Iteration 55Q (3019.080000 sec): 3 clusters
  Score: Raw -501879.329890 + Penalty 2797.820311 = -499081.509579
  nChanged 10
		SP:Iteration 56Q (3019.250000 sec): 3 clusters
  Score: Raw -501881.448240 + Penalty 2797.820311 = -499083.627929
  nChanged 7
		SP:Iteration 57Q (3019.450000 sec): 3 clusters
  Score: Raw -501883.197055 + Penalty 2797.820311 = -499085.376744
  nChanged 9
		SP:Iteration 58Q (3019.690000 sec): 3 clusters
  Score: Raw -501884.960302 + Penalty 2797.820311 = -499087.139990
  nChanged 11
		SP:Iteration 59Q (3019.890000 sec): 3 clusters
  Score: Raw -501887.103211 + Penalty 2797.820311 = -499089.282900
  nChanged 11
		SP:Iteration 60F (3020.060000 sec): 3 clusters
  Score: Raw -501889.399481 + Penalty 2797.820311 = -499091.579170
  nChanged 15
		SP:Iteration 61Q (3020.320000 sec): 3 clusters
  Score: Raw -501892.302550 + Penalty 2797.820311 = -499094.482238
  nChanged 8
		SP:Iteration 62Q (3020.500000 sec): 3 clusters
  Score: Raw -501893.404314 + Penalty 2797.820311 = -499095.584003
  nChanged 5
		SP:Iteration 63Q (3020.710000 sec): 3 clusters
  Score: Raw -501894.333415 + Penalty 2797.820311 = -499096.513104
  nChanged 11
		SP:Iteration 64Q (3020.880000 sec): 3 clusters
  Score: Raw -501896.100276 + Penalty 2797.820311 = -499098.279965
  nChanged 16
		SP:Iteration 65Q (3021.060000 sec): 3 clusters
  Score: Raw -501898.986397 + Penalty 2797.820311 = -499101.166085
  nChanged 11
		SP:Iteration 66Q (3021.230000 sec): 3 clusters
  Score: Raw -501900.137186 + Penalty 2797.820311 = -499102.316875
  nChanged 4
		SP:Iteration 67Q (3021.440000 sec): 3 clusters
  Score: Raw -501901.338136 + Penalty 2797.820311 = -499103.517824
  nChanged 8
		SP:Iteration 68Q (3021.610000 sec): 3 clusters
  Score: Raw -501902.452009 + Penalty 2797.820311 = -499104.631698
  nChanged 6
		SP:Iteration 69Q (3021.800000 sec): 3 clusters
  Score: Raw -501903.456286 + Penalty 2797.820311 = -499105.635975
  nChanged 6
		SP:Iteration 70Q (3022.000000 sec): 3 clusters
  Score: Raw -501904.118713 + Penalty 2797.820311 = -499106.298401
  nChanged 7
		SP:Iteration 71Q (3022.180000 sec): 3 clusters
  Score: Raw -501905.952439 + Penalty 2797.820311 = -499108.132128
  nChanged 9
		SP:Iteration 72Q (3022.430000 sec): 3 clusters
  Score: Raw -501907.696280 + Penalty 2797.820311 = -499109.875969
  nChanged 11
		SP:Iteration 73Q (3022.600000 sec): 3 clusters
  Score: Raw -501909.366106 + Penalty 2797.820311 = -499111.545794
  nChanged 11
		SP:Iteration 74Q (3022.810000 sec): 3 clusters
  Score: Raw -501910.850753 + Penalty 2797.820311 = -499113.030442
  nChanged 14
		SP:Iteration 75Q (3023.040000 sec): 3 clusters
  Score: Raw -501913.033894 + Penalty 2797.820311 = -499115.213583
  nChanged 8
		SP:Iteration 76Q (3023.180000 sec): 3 clusters
  Score: Raw -501914.642978 + Penalty 2797.820311 = -499116.822666
  nChanged 10
		SP:Iteration 77Q (3023.380000 sec): 3 clusters
  Score: Raw -501916.457897 + Penalty 2797.820311 = -499118.637586
  nChanged 10
		SP:Iteration 78Q (3023.540000 sec): 3 clusters
  Score: Raw -501918.666251 + Penalty 2797.820311 = -499120.845939
  nChanged 6
		SP:Iteration 79Q (3023.700000 sec): 3 clusters
  Score: Raw -501919.506318 + Penalty 2797.820311 = -499121.686007
  nChanged 9
		SP:Iteration 80F (3023.930000 sec): 3 clusters
  Score: Raw -501921.996061 + Penalty 2797.820311 = -499124.175750
  nChanged 11
		SP:Iteration 81Q (3024.110000 sec): 3 clusters
  Score: Raw -501924.631925 + Penalty 2797.820311 = -499126.811614
  nChanged 12
		SP:Iteration 82Q (3024.270000 sec): 3 clusters
  Score: Raw -501926.762543 + Penalty 2797.820311 = -499128.942232
  nChanged 11
		SP:Iteration 83Q (3024.430000 sec): 3 clusters
  Score: Raw -501929.378753 + Penalty 2797.820311 = -499131.558442
  nChanged 11
		SP:Iteration 84Q (3024.610000 sec): 3 clusters
  Score: Raw -501932.864859 + Penalty 2797.820311 = -499135.044547
  nChanged 14
		SP:Iteration 85Q (3024.740000 sec): 3 clusters
  Score: Raw -501935.991330 + Penalty 2797.820311 = -499138.171018
  nChanged 23
		SP:Iteration 86Q (3024.910000 sec): 3 clusters
  Score: Raw -501942.966661 + Penalty 2797.820311 = -499145.146349
  nChanged 31
		SP:Iteration 87Q (3025.070000 sec): 3 clusters
  Score: Raw -501952.728602 + Penalty 2797.820311 = -499154.908290
  nChanged 28
		SP:Iteration 88Q (3025.240000 sec): 3 clusters
  Score: Raw -501959.346271 + Penalty 2797.820311 = -499161.525960
  nChanged 22
		SP:Iteration 89Q (3025.410000 sec): 3 clusters
  Score: Raw -501965.225814 + Penalty 2797.820311 = -499167.405503
  nChanged 21
		SP:Iteration 90Q (3025.610000 sec): 3 clusters
  Score: Raw -501970.102213 + Penalty 2797.820311 = -499172.281901
  nChanged 19
		SP:Iteration 91Q (3025.850000 sec): 3 clusters
  Score: Raw -501974.739571 + Penalty 2797.820311 = -499176.919259
  nChanged 15
		SP:Iteration 92Q (3026.010000 sec): 3 clusters
  Score: Raw -501978.680470 + Penalty 2797.820311 = -499180.860158
  nChanged 22
		SP:Iteration 93Q (3026.240000 sec): 3 clusters
  Score: Raw -501984.508991 + Penalty 2797.820311 = -499186.688680
  nChanged 21
		SP:Iteration 94Q (3026.440000 sec): 3 clusters
  Score: Raw -501990.692704 + Penalty 2797.820311 = -499192.872393
  nChanged 25
		SP:Iteration 95Q (3026.570000 sec): 3 clusters
  Score: Raw -501998.914313 + Penalty 2797.820311 = -499201.094002
  nChanged 32
		SP:Iteration 96Q (3026.760000 sec): 3 clusters
  Score: Raw -502008.995745 + Penalty 2797.820311 = -499211.175433
  nChanged 36
		SP:Iteration 97Q (3026.990000 sec): 3 clusters
  Score: Raw -502019.801768 + Penalty 2797.820311 = -499221.981456
  nChanged 34
		SP:Iteration 98Q (3027.160000 sec): 3 clusters
  Score: Raw -502033.150896 + Penalty 2797.820311 = -499235.330584
  nChanged 44
		SP:Iteration 99Q (3027.380000 sec): 3 clusters
  Score: Raw -502052.049660 + Penalty 2797.820311 = -499254.229349
  nChanged 52
		SP:Iteration 100F (3027.500000 sec): 3 clusters
  Score: Raw -502079.856464 + Penalty 2797.820311 = -499282.036153
  nChanged 62
		SP:Iteration 101Q (3027.670000 sec): 3 clusters
  Score: Raw -502116.622453 + Penalty 2797.820311 = -499318.802142
  nChanged 78
		SP:Iteration 102Q (3027.840000 sec): 3 clusters
  Score: Raw -502163.028673 + Penalty 2797.820311 = -499365.208362
  nChanged 69
		SP:Iteration 103Q (3028.020000 sec): 3 clusters
  Score: Raw -502202.263216 + Penalty 2797.820311 = -499404.442904
  nChanged 66
		SP:Iteration 104Q (3028.190000 sec): 3 clusters
  Score: Raw -502245.549656 + Penalty 2797.820311 = -499447.729345
  nChanged 66
		SP:Iteration 105Q (3028.340000 sec): 3 clusters
  Score: Raw -502288.428466 + Penalty 2797.820311 = -499490.608155
  nChanged 58
		SP:Iteration 106Q (3028.520000 sec): 3 clusters
  Score: Raw -502319.565057 + Penalty 2797.820311 = -499521.744745
  nChanged 45
		SP:Iteration 107Q (3028.660000 sec): 3 clusters
  Score: Raw -502341.945436 + Penalty 2797.820311 = -499544.125124
  nChanged 37
		SP:Iteration 108Q (3028.840000 sec): 3 clusters
  Score: Raw -502357.784694 + Penalty 2797.820311 = -499559.964382
  nChanged 36
		SP:Iteration 109Q (3029.030000 sec): 3 clusters
  Score: Raw -502375.866061 + Penalty 2797.820311 = -499578.045749
  nChanged 32
		SP:Iteration 110Q (3029.180000 sec): 3 clusters
  Score: Raw -502392.616371 + Penalty 2797.820311 = -499594.796059
  nChanged 31
		SP:Iteration 111Q (3029.390000 sec): 3 clusters
  Score: Raw -502408.156504 + Penalty 2797.820311 = -499610.336192
  nChanged 29
		SP:Iteration 112Q (3029.570000 sec): 3 clusters
  Score: Raw -502419.037287 + Penalty 2797.820311 = -499621.216976
  nChanged 36
		SP:Iteration 113Q (3029.770000 sec): 3 clusters
  Score: Raw -502431.757961 + Penalty 2797.820311 = -499633.937650
  nChanged 26
		SP:Iteration 114Q (3029.940000 sec): 3 clusters
  Score: Raw -502441.214125 + Penalty 2797.820311 = -499643.393813
  nChanged 26
		SP:Iteration 115Q (3030.090000 sec): 3 clusters
  Score: Raw -502456.440233 + Penalty 2797.820311 = -499658.619921
  nChanged 28
		SP:Iteration 116Q (3030.320000 sec): 3 clusters
  Score: Raw -502473.783702 + Penalty 2797.820311 = -499675.963391
  nChanged 24
		SP:Iteration 117Q (3030.520000 sec): 3 clusters
  Score: Raw -502483.377660 + Penalty 2797.820311 = -499685.557348
  nChanged 15
		SP:Iteration 118Q (3030.690000 sec): 3 clusters
  Score: Raw -502486.803944 + Penalty 2797.820311 = -499688.983633
  nChanged 9
		SP:Iteration 119Q (3030.900000 sec): 3 clusters
  Score: Raw -502489.220902 + Penalty 2797.820311 = -499691.400590
  nChanged 5
		SP:Iteration 120F (3031.070000 sec): 3 clusters
  Score: Raw -502490.464080 + Penalty 2797.820311 = -499692.643768
  nChanged 2
		SP:Iteration 121Q (3031.260000 sec): 3 clusters
  Score: Raw -502491.242841 + Penalty 2797.820311 = -499693.422530
  nChanged 2
		SP:Iteration 122Q (3031.460000 sec): 3 clusters
  Score: Raw -502492.617636 + Penalty 2797.820311 = -499694.797324
  nChanged 2
		SP:Iteration 123Q (3031.620000 sec): 3 clusters
  Score: Raw -502493.536769 + Penalty 2797.820311 = -499695.716457
  nChanged 2
		SP:Iteration 124Q (3031.790000 sec): 3 clusters
  Score: Raw -502494.764312 + Penalty 2797.820311 = -499696.944000
  nChanged 1
		SP:Iteration 125Q (3031.960000 sec): 3 clusters
  Score: Raw -502494.803641 + Penalty 2797.820311 = -499696.983330
  nChanged 0
		SP:Iteration 126F (3032.180000 sec): 3 clusters
  Score: Raw -502494.803641 + Penalty 2797.820311 = -499696.983330
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 12 (6944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3032.280000 sec): 2 clusters
  Score: Raw -651162.097524 + Penalty 1437.415404 = -649724.682119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3032.500000 sec): 3 clusters
  Score: Raw -647444.387834 + Penalty 2874.830808 = -644569.557026
  nChanged 2861
		SP:Iteration 1F (3032.700000 sec): 3 clusters
  Score: Raw -649173.646140 + Penalty 2874.830808 = -646298.815332
  nChanged 556
		SP:Iteration 2F (3032.840000 sec): 3 clusters
  Score: Raw -649554.345657 + Penalty 2874.830808 = -646679.514848
  nChanged 453
		SP:Iteration 3F (3033.000000 sec): 3 clusters
  Score: Raw -649850.344165 + Penalty 2874.830808 = -646975.513357
  nChanged 371
		SP:Iteration 4F (3033.150000 sec): 3 clusters
  Score: Raw -650073.211162 + Penalty 2874.830808 = -647198.380353
  nChanged 326
		SP:Iteration 5Q (3033.300000 sec): 3 clusters
  Score: Raw -650263.914180 + Penalty 2874.830808 = -647389.083372
  nChanged 284
		SP:Iteration 6Q (3033.460000 sec): 3 clusters
  Score: Raw -650415.444713 + Penalty 2874.830808 = -647540.613904
  nChanged 239
		SP:Iteration 7Q (3033.670000 sec): 3 clusters
  Score: Raw -650533.724009 + Penalty 2874.830808 = -647658.893201
  nChanged 215
		SP:Iteration 8Q (3033.880000 sec): 3 clusters
  Score: Raw -650638.431448 + Penalty 2874.830808 = -647763.600640
  nChanged 201
		SP:Iteration 9Q (3034.040000 sec): 3 clusters
  Score: Raw -650734.334938 + Penalty 2874.830808 = -647859.504130
  nChanged 167
		SP:Iteration 10Q (3034.220000 sec): 3 clusters
  Score: Raw -650817.698767 + Penalty 2874.830808 = -647942.867959
  nChanged 147
		SP:Iteration 11Q (3034.390000 sec): 3 clusters
  Score: Raw -650902.136345 + Penalty 2874.830808 = -648027.305537
  nChanged 150
		SP:Iteration 12Q (3034.560000 sec): 3 clusters
  Score: Raw -650983.379571 + Penalty 2874.830808 = -648108.548763
  nChanged 149
		SP:Iteration 13Q (3034.780000 sec): 3 clusters
  Score: Raw -651066.529803 + Penalty 2874.830808 = -648191.698995
  nChanged 131
		SP:Iteration 14Q (3034.960000 sec): 3 clusters
  Score: Raw -651135.248474 + Penalty 2874.830808 = -648260.417665
  nChanged 112
		SP:Iteration 15Q (3035.100000 sec): 3 clusters
  Score: Raw -651183.400907 + Penalty 2874.830808 = -648308.570099
  nChanged 107
		SP:Iteration 16Q (3035.300000 sec): 3 clusters
  Score: Raw -651235.439464 + Penalty 2874.830808 = -648360.608656
  nChanged 105
		SP:Iteration 17Q (3035.500000 sec): 3 clusters
  Score: Raw -651286.061957 + Penalty 2874.830808 = -648411.231148
  nChanged 108
		SP:Iteration 18Q (3035.690000 sec): 3 clusters
  Score: Raw -651344.894562 + Penalty 2874.830808 = -648470.063753
  nChanged 116
		SP:Iteration 19Q (3035.900000 sec): 3 clusters
  Score: Raw -651407.921739 + Penalty 2874.830808 = -648533.090931
  nChanged 80
		SP:Iteration 20F (3036.120000 sec): 3 clusters
  Score: Raw -651443.576300 + Penalty 2874.830808 = -648568.745491
  nChanged 70
		SP:Iteration 21Q (3036.320000 sec): 3 clusters
  Score: Raw -651493.847551 + Penalty 2874.830808 = -648619.016743
  nChanged 76
		SP:Iteration 22Q (3036.480000 sec): 3 clusters
  Score: Raw -651550.678623 + Penalty 2874.830808 = -648675.847815
  nChanged 81
		SP:Iteration 23Q (3036.680000 sec): 3 clusters
  Score: Raw -651606.683634 + Penalty 2874.830808 = -648731.852826
  nChanged 89
		SP:Iteration 24Q (3036.890000 sec): 3 clusters
  Score: Raw -651661.841859 + Penalty 2874.830808 = -648787.011051
  nChanged 83
		SP:Iteration 25Q (3037.120000 sec): 3 clusters
  Score: Raw -651714.417657 + Penalty 2874.830808 = -648839.586849
  nChanged 60
		SP:Iteration 26Q (3037.290000 sec): 3 clusters
  Score: Raw -651751.813031 + Penalty 2874.830808 = -648876.982222
  nChanged 51
		SP:Iteration 27Q (3037.500000 sec): 3 clusters
  Score: Raw -651786.796454 + Penalty 2874.830808 = -648911.965645
  nChanged 48
		SP:Iteration 28Q (3037.680000 sec): 3 clusters
  Score: Raw -651817.357497 + Penalty 2874.830808 = -648942.526689
  nChanged 33
		SP:Iteration 29Q (3037.880000 sec): 3 clusters
  Score: Raw -651836.804903 + Penalty 2874.830808 = -648961.974095
  nChanged 38
		SP:Iteration 30Q (3038.080000 sec): 3 clusters
  Score: Raw -651860.729977 + Penalty 2874.830808 = -648985.899169
  nChanged 39
		SP:Iteration 31Q (3038.210000 sec): 3 clusters
  Score: Raw -651885.867737 + Penalty 2874.830808 = -649011.036929
  nChanged 40
		SP:Iteration 32Q (3038.390000 sec): 3 clusters
  Score: Raw -651902.787339 + Penalty 2874.830808 = -649027.956531
  nChanged 30
		SP:Iteration 33Q (3038.620000 sec): 3 clusters
  Score: Raw -651918.278338 + Penalty 2874.830808 = -649043.447530
  nChanged 23
		SP:Iteration 34Q (3038.790000 sec): 3 clusters
  Score: Raw -651931.762452 + Penalty 2874.830808 = -649056.931644
  nChanged 26
		SP:Iteration 35Q (3039.000000 sec): 3 clusters
  Score: Raw -651944.308046 + Penalty 2874.830808 = -649069.477237
  nChanged 22
		SP:Iteration 36Q (3039.190000 sec): 3 clusters
  Score: Raw -651956.630571 + Penalty 2874.830808 = -649081.799763
  nChanged 20
		SP:Iteration 37Q (3039.390000 sec): 3 clusters
  Score: Raw -651969.051302 + Penalty 2874.830808 = -649094.220494
  nChanged 26
		SP:Iteration 38Q (3039.610000 sec): 3 clusters
  Score: Raw -651983.456872 + Penalty 2874.830808 = -649108.626063
  nChanged 29
		SP:Iteration 39Q (3039.800000 sec): 3 clusters
  Score: Raw -652001.327493 + Penalty 2874.830808 = -649126.496685
  nChanged 36
		SP:Iteration 40F (3039.980000 sec): 3 clusters
  Score: Raw -652022.408691 + Penalty 2874.830808 = -649147.577883
  nChanged 50
		SP:Iteration 41Q (3040.150000 sec): 3 clusters
  Score: Raw -652080.005304 + Penalty 2874.830808 = -649205.174495
  nChanged 68
		SP:Iteration 42Q (3040.320000 sec): 3 clusters
  Score: Raw -652150.784030 + Penalty 2874.830808 = -649275.953221
  nChanged 78
		SP:Iteration 43Q (3040.490000 sec): 3 clusters
  Score: Raw -652226.261333 + Penalty 2874.830808 = -649351.430525
  nChanged 82
		SP:Iteration 44Q (3040.700000 sec): 3 clusters
  Score: Raw -652296.829450 + Penalty 2874.830808 = -649421.998642
  nChanged 78
		SP:Iteration 45Q (3040.870000 sec): 3 clusters
  Score: Raw -652358.663506 + Penalty 2874.830808 = -649483.832698
  nChanged 96
		SP:Iteration 46Q (3041.080000 sec): 3 clusters
  Score: Raw -652431.803902 + Penalty 2874.830808 = -649556.973093
  nChanged 73
		SP:Iteration 47Q (3041.240000 sec): 3 clusters
  Score: Raw -652480.540914 + Penalty 2874.830808 = -649605.710106
  nChanged 76
		SP:Iteration 48Q (3041.400000 sec): 3 clusters
  Score: Raw -652526.117639 + Penalty 2874.830808 = -649651.286830
  nChanged 79
		SP:Iteration 49Q (3041.580000 sec): 3 clusters
  Score: Raw -652571.864049 + Penalty 2874.830808 = -649697.033241
  nChanged 58
		SP:Iteration 50Q (3041.750000 sec): 3 clusters
  Score: Raw -652602.416560 + Penalty 2874.830808 = -649727.585751
  nChanged 52
		SP:Iteration 51Q (3041.920000 sec): 3 clusters
  Score: Raw -652635.098158 + Penalty 2874.830808 = -649760.267350
  nChanged 49
		SP:Iteration 52Q (3042.080000 sec): 3 clusters
  Score: Raw -652660.724345 + Penalty 2874.830808 = -649785.893537
  nChanged 52
		SP:Iteration 53Q (3042.260000 sec): 3 clusters
  Score: Raw -652687.972921 + Penalty 2874.830808 = -649813.142113
  nChanged 46
		SP:Iteration 54Q (3042.460000 sec): 3 clusters
  Score: Raw -652711.780535 + Penalty 2874.830808 = -649836.949726
  nChanged 40
		SP:Iteration 55Q (3042.700000 sec): 3 clusters
  Score: Raw -652732.748483 + Penalty 2874.830808 = -649857.917674
  nChanged 53
		SP:Iteration 56Q (3042.910000 sec): 3 clusters
  Score: Raw -652768.378897 + Penalty 2874.830808 = -649893.548088
  nChanged 65
		SP:Iteration 57Q (3043.100000 sec): 3 clusters
  Score: Raw -652814.331648 + Penalty 2874.830808 = -649939.500839
  nChanged 58
		SP:Iteration 58Q (3043.270000 sec): 3 clusters
  Score: Raw -652855.985948 + Penalty 2874.830808 = -649981.155139
  nChanged 56
		SP:Iteration 59Q (3043.480000 sec): 3 clusters
  Score: Raw -652911.060294 + Penalty 2874.830808 = -650036.229486
  nChanged 66
		SP:Iteration 60F (3043.680000 sec): 3 clusters
  Score: Raw -652999.561202 + Penalty 2874.830808 = -650124.730394
  nChanged 95
		SP:Iteration 61Q (3043.880000 sec): 3 clusters
  Score: Raw -653108.979807 + Penalty 2874.830808 = -650234.148999
  nChanged 97
		SP:Iteration 62Q (3044.070000 sec): 3 clusters
  Score: Raw -653212.459680 + Penalty 2874.830808 = -650337.628872
  nChanged 79
		SP:Iteration 63Q (3044.260000 sec): 3 clusters
  Score: Raw -653276.216060 + Penalty 2874.830808 = -650401.385251
  nChanged 61
		SP:Iteration 64Q (3044.460000 sec): 3 clusters
  Score: Raw -653321.062468 + Penalty 2874.830808 = -650446.231660
  nChanged 42
		SP:Iteration 65Q (3044.650000 sec): 3 clusters
  Score: Raw -653346.484036 + Penalty 2874.830808 = -650471.653228
  nChanged 27
		SP:Iteration 66Q (3044.820000 sec): 3 clusters
  Score: Raw -653359.957545 + Penalty 2874.830808 = -650485.126736
  nChanged 18
		SP:Iteration 67Q (3045.040000 sec): 3 clusters
  Score: Raw -653366.146979 + Penalty 2874.830808 = -650491.316171
  nChanged 8
		SP:Iteration 68Q (3045.220000 sec): 3 clusters
  Score: Raw -653367.504213 + Penalty 2874.830808 = -650492.673404
  nChanged 5
		SP:Iteration 69Q (3045.410000 sec): 3 clusters
  Score: Raw -653368.177729 + Penalty 2874.830808 = -650493.346921
  nChanged 0
		SP:Iteration 70F (3045.580000 sec): 3 clusters
  Score: Raw -653368.177729 + Penalty 2874.830808 = -650493.346921
  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 8.59 GB.

 Trying to split cluster 13 (14696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3045.740000 sec): 2 clusters
  Score: Raw -1362632.799946 + Penalty 1559.241227 = -1361073.558719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3045.990000 sec): 3 clusters
  Score: Raw -1354055.722028 + Penalty 3118.482454 = -1350937.239575
  nChanged 6490
		SP:Iteration 1F (3046.200000 sec): 3 clusters
  Score: Raw -1357854.833286 + Penalty 3118.482454 = -1354736.350832
  nChanged 1042
		SP:Iteration 2F (3046.480000 sec): 3 clusters
  Score: Raw -1358439.966123 + Penalty 3118.482454 = -1355321.483669
  nChanged 999
		SP:Iteration 3F (3046.700000 sec): 3 clusters
  Score: Raw -1359063.480878 + Penalty 3118.482454 = -1355944.998424
  nChanged 984
		SP:Iteration 4F (3046.920000 sec): 3 clusters
  Score: Raw -1359750.773640 + Penalty 3118.482454 = -1356632.291186
  nChanged 928
		SP:Iteration 5F (3047.160000 sec): 3 clusters
  Score: Raw -1360455.056083 + Penalty 3118.482454 = -1357336.573629
  nChanged 843
		SP:Iteration 6F (3047.350000 sec): 3 clusters
  Score: Raw -1361164.421370 + Penalty 3118.482454 = -1358045.938916
  nChanged 762
		SP:Iteration 7F (3047.580000 sec): 3 clusters
  Score: Raw -1361813.869905 + Penalty 3118.482454 = -1358695.387452
  nChanged 625
		SP:Iteration 8Q (3047.830000 sec): 3 clusters
  Score: Raw -1362354.024466 + Penalty 3118.482454 = -1359235.542012
  nChanged 535
		SP:Iteration 9Q (3048.040000 sec): 3 clusters
  Score: Raw -1362826.096047 + Penalty 3118.482454 = -1359707.613593
  nChanged 427
		SP:Iteration 10Q (3048.300000 sec): 3 clusters
  Score: Raw -1363245.027226 + Penalty 3118.482454 = -1360126.544772
  nChanged 357
		SP:Iteration 11Q (3048.490000 sec): 3 clusters
  Score: Raw -1363606.004425 + Penalty 3118.482454 = -1360487.521972
  nChanged 311
		SP:Iteration 12Q (3048.750000 sec): 3 clusters
  Score: Raw -1363850.423439 + Penalty 3118.482454 = -1360731.940985
  nChanged 265
		SP:Iteration 13Q (3049.010000 sec): 3 clusters
  Score: Raw -1364068.580552 + Penalty 3118.482454 = -1360950.098099
  nChanged 239
		SP:Iteration 14Q (3049.260000 sec): 3 clusters
  Score: Raw -1364240.070632 + Penalty 3118.482454 = -1361121.588179
  nChanged 212
		SP:Iteration 15Q (3049.510000 sec): 3 clusters
  Score: Raw -1364403.168479 + Penalty 3118.482454 = -1361284.686025
  nChanged 189
		SP:Iteration 16Q (3049.710000 sec): 3 clusters
  Score: Raw -1364534.911600 + Penalty 3118.482454 = -1361416.429146
  nChanged 163
		SP:Iteration 17Q (3049.920000 sec): 3 clusters
  Score: Raw -1364627.868851 + Penalty 3118.482454 = -1361509.386397
  nChanged 112
		SP:Iteration 18Q (3050.180000 sec): 3 clusters
  Score: Raw -1364679.472698 + Penalty 3118.482454 = -1361560.990245
  nChanged 82
		SP:Iteration 19Q (3050.400000 sec): 3 clusters
  Score: Raw -1364714.591012 + Penalty 3118.482454 = -1361596.108559
  nChanged 68
		SP:Iteration 20F (3050.590000 sec): 3 clusters
  Score: Raw -1364735.903582 + Penalty 3118.482454 = -1361617.421129
  nChanged 43
		SP:Iteration 21Q (3050.840000 sec): 3 clusters
  Score: Raw -1364746.157642 + Penalty 3118.482454 = -1361627.675188
  nChanged 36
		SP:Iteration 22Q (3051.040000 sec): 3 clusters
  Score: Raw -1364754.028057 + Penalty 3118.482454 = -1361635.545603
  nChanged 20
		SP:Iteration 23Q (3051.300000 sec): 3 clusters
  Score: Raw -1364756.983221 + Penalty 3118.482454 = -1361638.500767
  nChanged 13
		SP:Iteration 24Q (3051.550000 sec): 3 clusters
  Score: Raw -1364758.530428 + Penalty 3118.482454 = -1361640.047974
  nChanged 6
		SP:Iteration 25Q (3051.760000 sec): 3 clusters
  Score: Raw -1364759.568314 + Penalty 3118.482454 = -1361641.085860
  nChanged 4
		SP:Iteration 26Q (3051.970000 sec): 3 clusters
  Score: Raw -1364760.300520 + Penalty 3118.482454 = -1361641.818066
  nChanged 2
		SP:Iteration 27Q (3052.170000 sec): 3 clusters
  Score: Raw -1364760.597996 + Penalty 3118.482454 = -1361642.115542
  nChanged 3
		SP:Iteration 28Q (3052.380000 sec): 3 clusters
  Score: Raw -1364761.188248 + Penalty 3118.482454 = -1361642.705794
  nChanged 3
		SP:Iteration 29Q (3052.600000 sec): 3 clusters
  Score: Raw -1364761.973872 + Penalty 3118.482454 = -1361643.491418
  nChanged 5
		SP:Iteration 30Q (3052.810000 sec): 3 clusters
  Score: Raw -1364762.795645 + Penalty 3118.482454 = -1361644.313191
  nChanged 3
		SP:Iteration 31Q (3053.040000 sec): 3 clusters
  Score: Raw -1364763.224298 + Penalty 3118.482454 = -1361644.741845
  nChanged 3
		SP:Iteration 32Q (3053.270000 sec): 3 clusters
  Score: Raw -1364763.677338 + Penalty 3118.482454 = -1361645.194884
  nChanged 6
		SP:Iteration 33Q (3053.470000 sec): 3 clusters
  Score: Raw -1364764.482755 + Penalty 3118.482454 = -1361646.000301
  nChanged 7
		SP:Iteration 34Q (3053.750000 sec): 3 clusters
  Score: Raw -1364765.884408 + Penalty 3118.482454 = -1361647.401954
  nChanged 7
		SP:Iteration 35Q (3054.020000 sec): 3 clusters
  Score: Raw -1364767.209653 + Penalty 3118.482454 = -1361648.727199
  nChanged 4
		SP:Iteration 36Q (3054.260000 sec): 3 clusters
  Score: Raw -1364767.757876 + Penalty 3118.482454 = -1361649.275423
  nChanged 6
		SP:Iteration 37Q (3054.540000 sec): 3 clusters
  Score: Raw -1364769.023314 + Penalty 3118.482454 = -1361650.540860
  nChanged 4
		SP:Iteration 38Q (3054.760000 sec): 3 clusters
  Score: Raw -1364769.427875 + Penalty 3118.482454 = -1361650.945421
  nChanged 3
		SP:Iteration 39Q (3055.010000 sec): 3 clusters
  Score: Raw -1364770.074625 + Penalty 3118.482454 = -1361651.592172
  nChanged 3
		SP:Iteration 40F (3055.250000 sec): 3 clusters
  Score: Raw -1364770.492218 + Penalty 3118.482454 = -1361652.009764
  nChanged 2
		SP:Iteration 41Q (3055.510000 sec): 3 clusters
  Score: Raw -1364770.606870 + Penalty 3118.482454 = -1361652.124416
  nChanged 1
		SP:Iteration 42Q (3055.750000 sec): 3 clusters
  Score: Raw -1364770.971219 + Penalty 3118.482454 = -1361652.488765
  nChanged 1
		SP:Iteration 43Q (3055.970000 sec): 3 clusters
  Score: Raw -1364771.031993 + Penalty 3118.482454 = -1361652.549539
  nChanged 0
		SP:Iteration 44F (3056.230000 sec): 3 clusters
  Score: Raw -1364771.031993 + Penalty 3118.482454 = -1361652.549539
  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 8.59 GB.

 Trying to split cluster 14 (5235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3056.350000 sec): 2 clusters
  Score: Raw -464511.732318 + Penalty 1391.507345 = -463120.224973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3056.510000 sec): 3 clusters
  Score: Raw -461869.918043 + Penalty 2783.014690 = -459086.903353
  nChanged 2191
		SP:Iteration 1F (3056.680000 sec): 3 clusters
  Score: Raw -463934.782324 + Penalty 2783.014690 = -461151.767634
  nChanged 637
		SP:Iteration 2F (3056.850000 sec): 3 clusters
  Score: Raw -464787.506092 + Penalty 2783.014690 = -462004.491402
  nChanged 587
		SP:Iteration 3F (3057.020000 sec): 3 clusters
  Score: Raw -465684.670065 + Penalty 2783.014690 = -462901.655375
  nChanged 480
		SP:Iteration 4F (3057.170000 sec): 3 clusters
  Score: Raw -466479.576926 + Penalty 2783.014690 = -463696.562236
  nChanged 413
		SP:Iteration 5F (3057.310000 sec): 3 clusters
  Score: Raw -467116.813898 + Penalty 2783.014690 = -464333.799208
  nChanged 278
		SP:Iteration 6F (3057.450000 sec): 3 clusters
  Score: Raw -467451.908604 + Penalty 2783.014690 = -464668.893914
  nChanged 192
		SP:Iteration 7Q (3057.590000 sec): 3 clusters
  Score: Raw -467698.959846 + Penalty 2783.014690 = -464915.945156
  nChanged 137
		SP:Iteration 8Q (3057.800000 sec): 3 clusters
  Score: Raw -467959.930794 + Penalty 2783.014690 = -465176.916104
  nChanged 119
		SP:Iteration 9Q (3057.970000 sec): 3 clusters
  Score: Raw -468151.377100 + Penalty 2783.014690 = -465368.362410
  nChanged 82
		SP:Iteration 10Q (3058.140000 sec): 3 clusters
  Score: Raw -468224.504588 + Penalty 2783.014690 = -465441.489898
  nChanged 56
		SP:Iteration 11Q (3058.380000 sec): 3 clusters
  Score: Raw -468263.332559 + Penalty 2783.014690 = -465480.317869
  nChanged 35
		SP:Iteration 12Q (3058.640000 sec): 3 clusters
  Score: Raw -468276.831821 + Penalty 2783.014690 = -465493.817131
  nChanged 24
		SP:Iteration 13Q (3058.880000 sec): 3 clusters
  Score: Raw -468284.796089 + Penalty 2783.014690 = -465501.781399
  nChanged 10
		SP:Iteration 14Q (3059.130000 sec): 3 clusters
  Score: Raw -468286.933684 + Penalty 2783.014690 = -465503.918994
  nChanged 2
		SP:Iteration 15Q (3059.340000 sec): 3 clusters
  Score: Raw -468287.511992 + Penalty 2783.014690 = -465504.497302
  nChanged 4
		SP:Iteration 16Q (3059.530000 sec): 3 clusters
  Score: Raw -468288.105485 + Penalty 2783.014690 = -465505.090795
  nChanged 1
		SP:Iteration 17Q (3059.740000 sec): 3 clusters
  Score: Raw -468288.168628 + Penalty 2783.014690 = -465505.153938
  nChanged 0
		SP:Iteration 18F (3059.960000 sec): 3 clusters
  Score: Raw -468288.168628 + Penalty 2783.014690 = -465505.153938
  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 8.59 GB.

 Trying to split cluster 15 (130423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3060.580000 sec): 2 clusters
  Score: Raw -12482561.997549 + Penalty 1914.012473 = -12480647.985076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3061.310000 sec): 3 clusters
  Score: Raw -12397344.331692 + Penalty 3828.024945 = -12393516.306747
  nChanged 62625
		SP:Iteration 1F (3062.130000 sec): 3 clusters
  Score: Raw -12435507.023125 + Penalty 3828.024945 = -12431678.998180
  nChanged 5868
		SP:Iteration 2Q (3062.920000 sec): 3 clusters
  Score: Raw -12437828.830877 + Penalty 3828.024945 = -12434000.805931
  nChanged 6555
		SP:Iteration 3F (3063.650000 sec): 3 clusters
  Score: Raw -12440919.324867 + Penalty 3828.024945 = -12437091.299921
  nChanged 7425
		SP:Iteration 4F (3064.510000 sec): 3 clusters
  Score: Raw -12445004.852000 + Penalty 3828.024945 = -12441176.827055
  nChanged 8086
		SP:Iteration 5F (3065.190000 sec): 3 clusters
  Score: Raw -12449831.859488 + Penalty 3828.024945 = -12446003.834543
  nChanged 8303
		SP:Iteration 6F (3065.880000 sec): 3 clusters
  Score: Raw -12455153.045411 + Penalty 3828.024945 = -12451325.020466
  nChanged 8067
		SP:Iteration 7F (3066.680000 sec): 3 clusters
  Score: Raw -12460764.023517 + Penalty 3828.024945 = -12456935.998572
  nChanged 7392
		SP:Iteration 8F (3067.550000 sec): 3 clusters
  Score: Raw -12466203.279188 + Penalty 3828.024945 = -12462375.254242
  nChanged 6304
		SP:Iteration 9Q (3068.290000 sec): 3 clusters
  Score: Raw -12470689.595529 + Penalty 3828.024945 = -12466861.570583
  nChanged 4917
		SP:Iteration 10Q (3069.110000 sec): 3 clusters
  Score: Raw -12473902.047795 + Penalty 3828.024945 = -12470074.022850
  nChanged 3789
		SP:Iteration 11Q (3069.870000 sec): 3 clusters
  Score: Raw -12476105.392511 + Penalty 3828.024945 = -12472277.367566
  nChanged 2958
		SP:Iteration 12Q (3070.560000 sec): 3 clusters
  Score: Raw -12477610.219387 + Penalty 3828.024945 = -12473782.194441
  nChanged 2410
		SP:Iteration 13Q (3071.220000 sec): 3 clusters
  Score: Raw -12478737.469306 + Penalty 3828.024945 = -12474909.444361
  nChanged 2089
		SP:Iteration 14Q (3072.070000 sec): 3 clusters
  Score: Raw -12479663.130351 + Penalty 3828.024945 = -12475835.105406
  nChanged 1807
		SP:Iteration 15Q (3072.750000 sec): 3 clusters
  Score: Raw -12480444.170084 + Penalty 3828.024945 = -12476616.145139
  nChanged 1503
		SP:Iteration 16Q (3073.610000 sec): 3 clusters
  Score: Raw -12481079.855535 + Penalty 3828.024945 = -12477251.830590
  nChanged 1319
		SP:Iteration 17Q (3074.300000 sec): 3 clusters
  Score: Raw -12481642.688515 + Penalty 3828.024945 = -12477814.663570
  nChanged 1137
		SP:Iteration 18Q (3074.960000 sec): 3 clusters
  Score: Raw -12482085.487829 + Penalty 3828.024945 = -12478257.462883
  nChanged 915
		SP:Iteration 19Q (3075.630000 sec): 3 clusters
  Score: Raw -12482445.317961 + Penalty 3828.024945 = -12478617.293016
  nChanged 750
		SP:Iteration 20F (3076.400000 sec): 3 clusters
  Score: Raw -12482731.185492 + Penalty 3828.024945 = -12478903.160546
  nChanged 610
		SP:Iteration 21Q (3077.170000 sec): 3 clusters
  Score: Raw -12482947.170388 + Penalty 3828.024945 = -12479119.145443
  nChanged 510
		SP:Iteration 22Q (3077.940000 sec): 3 clusters
  Score: Raw -12483126.256774 + Penalty 3828.024945 = -12479298.231829
  nChanged 423
		SP:Iteration 23Q (3078.580000 sec): 3 clusters
  Score: Raw -12483256.589629 + Penalty 3828.024945 = -12479428.564683
  nChanged 351
		SP:Iteration 24Q (3079.210000 sec): 3 clusters
  Score: Raw -12483361.336140 + Penalty 3828.024945 = -12479533.311194
  nChanged 294
		SP:Iteration 25Q (3079.850000 sec): 3 clusters
  Score: Raw -12483444.578342 + Penalty 3828.024945 = -12479616.553396
  nChanged 239
		SP:Iteration 26Q (3080.450000 sec): 3 clusters
  Score: Raw -12483507.766654 + Penalty 3828.024945 = -12479679.741709
  nChanged 182
		SP:Iteration 27Q (3081.130000 sec): 3 clusters
  Score: Raw -12483550.007102 + Penalty 3828.024945 = -12479721.982157
  nChanged 132
		SP:Iteration 28Q (3081.830000 sec): 3 clusters
  Score: Raw -12483575.117447 + Penalty 3828.024945 = -12479747.092502
  nChanged 116
		SP:Iteration 29Q (3082.440000 sec): 3 clusters
  Score: Raw -12483604.388817 + Penalty 3828.024945 = -12479776.363872
  nChanged 116
		SP:Iteration 30Q (3083.070000 sec): 3 clusters
  Score: Raw -12483634.062428 + Penalty 3828.024945 = -12479806.037483
  nChanged 110
		SP:Iteration 31Q (3083.740000 sec): 3 clusters
  Score: Raw -12483665.631291 + Penalty 3828.024945 = -12479837.606345
  nChanged 113
		SP:Iteration 32Q (3084.460000 sec): 3 clusters
  Score: Raw -12483699.811477 + Penalty 3828.024945 = -12479871.786531
  nChanged 107
		SP:Iteration 33Q (3085.220000 sec): 3 clusters
  Score: Raw -12483731.023570 + Penalty 3828.024945 = -12479902.998624
  nChanged 101
		SP:Iteration 34Q (3085.870000 sec): 3 clusters
  Score: Raw -12483770.185441 + Penalty 3828.024945 = -12479942.160496
  nChanged 102
		SP:Iteration 35Q (3086.540000 sec): 3 clusters
  Score: Raw -12483815.671067 + Penalty 3828.024945 = -12479987.646122
  nChanged 97
		SP:Iteration 36Q (3087.120000 sec): 3 clusters
  Score: Raw -12483865.809775 + Penalty 3828.024945 = -12480037.784830
  nChanged 103
		SP:Iteration 37Q (3087.830000 sec): 3 clusters
  Score: Raw -12483919.767253 + Penalty 3828.024945 = -12480091.742308
  nChanged 115
		SP:Iteration 38Q (3088.600000 sec): 3 clusters
  Score: Raw -12483955.366345 + Penalty 3828.024945 = -12480127.341400
  nChanged 101
		SP:Iteration 39Q (3089.270000 sec): 3 clusters
  Score: Raw -12483976.118813 + Penalty 3828.024945 = -12480148.093867
  nChanged 72
		SP:Iteration 40F (3090.020000 sec): 3 clusters
  Score: Raw -12483990.356906 + Penalty 3828.024945 = -12480162.331961
  nChanged 60
		SP:Iteration 41Q (3090.660000 sec): 3 clusters
  Score: Raw -12484001.297383 + Penalty 3828.024945 = -12480173.272438
  nChanged 47
		SP:Iteration 42Q (3091.260000 sec): 3 clusters
  Score: Raw -12484009.063912 + Penalty 3828.024945 = -12480181.038967
  nChanged 37
		SP:Iteration 43Q (3091.890000 sec): 3 clusters
  Score: Raw -12484014.519414 + Penalty 3828.024945 = -12480186.494469
  nChanged 27
		SP:Iteration 44Q (3092.670000 sec): 3 clusters
  Score: Raw -12484018.449452 + Penalty 3828.024945 = -12480190.424506
  nChanged 22
		SP:Iteration 45Q (3093.500000 sec): 3 clusters
  Score: Raw -12484021.346313 + Penalty 3828.024945 = -12480193.321368
  nChanged 20
		SP:Iteration 46Q (3094.280000 sec): 3 clusters
  Score: Raw -12484024.072474 + Penalty 3828.024945 = -12480196.047529
  nChanged 17
		SP:Iteration 47Q (3094.990000 sec): 3 clusters
  Score: Raw -12484026.328111 + Penalty 3828.024945 = -12480198.303166
  nChanged 16
		SP:Iteration 48Q (3095.660000 sec): 3 clusters
  Score: Raw -12484028.007706 + Penalty 3828.024945 = -12480199.982761
  nChanged 14
		SP:Iteration 49Q (3096.280000 sec): 3 clusters
  Score: Raw -12484029.537325 + Penalty 3828.024945 = -12480201.512379
  nChanged 16
		SP:Iteration 50Q (3096.890000 sec): 3 clusters
  Score: Raw -12484031.291579 + Penalty 3828.024945 = -12480203.266634
  nChanged 13
		SP:Iteration 51Q (3097.560000 sec): 3 clusters
  Score: Raw -12484032.697504 + Penalty 3828.024945 = -12480204.672559
  nChanged 12
		SP:Iteration 52Q (3098.290000 sec): 3 clusters
  Score: Raw -12484034.307826 + Penalty 3828.024945 = -12480206.282881
  nChanged 9
		SP:Iteration 53Q (3098.980000 sec): 3 clusters
  Score: Raw -12484035.499209 + Penalty 3828.024945 = -12480207.474264
  nChanged 10
		SP:Iteration 54Q (3099.700000 sec): 3 clusters
  Score: Raw -12484036.616175 + Penalty 3828.024945 = -12480208.591230
  nChanged 8
		SP:Iteration 55Q (3100.340000 sec): 3 clusters
  Score: Raw -12484037.484877 + Penalty 3828.024945 = -12480209.459932
  nChanged 4
		SP:Iteration 56Q (3100.920000 sec): 3 clusters
  Score: Raw -12484037.762650 + Penalty 3828.024945 = -12480209.737704
  nChanged 1
		SP:Iteration 57Q (3101.700000 sec): 3 clusters
  Score: Raw -12484037.842912 + Penalty 3828.024945 = -12480209.817967
  nChanged 1
		SP:Iteration 58Q (3102.400000 sec): 3 clusters
  Score: Raw -12484037.901341 + Penalty 3828.024945 = -12480209.876396
  nChanged 1
		SP:Iteration 59Q (3103.050000 sec): 3 clusters
  Score: Raw -12484037.956503 + Penalty 3828.024945 = -12480209.931557
  nChanged 0
		SP:Iteration 60F (3103.820000 sec): 3 clusters
  Score: Raw -12484037.956503 + Penalty 3828.024945 = -12480209.931557
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 16 (14558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3104.010000 sec): 2 clusters
  Score: Raw -1358322.033705 + Penalty 1557.708092 = -1356764.325613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3104.230000 sec): 3 clusters
  Score: Raw -1349754.878351 + Penalty 3115.416184 = -1346639.462167
  nChanged 6501
		SP:Iteration 1F (3104.470000 sec): 3 clusters
  Score: Raw -1353747.685235 + Penalty 3115.416184 = -1350632.269052
  nChanged 1096
		SP:Iteration 2F (3104.640000 sec): 3 clusters
  Score: Raw -1354480.841492 + Penalty 3115.416184 = -1351365.425309
  nChanged 1064
		SP:Iteration 3F (3104.890000 sec): 3 clusters
  Score: Raw -1355233.956047 + Penalty 3115.416184 = -1352118.539863
  nChanged 964
		SP:Iteration 4F (3105.070000 sec): 3 clusters
  Score: Raw -1355986.016338 + Penalty 3115.416184 = -1352870.600154
  nChanged 915
		SP:Iteration 5F (3105.300000 sec): 3 clusters
  Score: Raw -1356849.794471 + Penalty 3115.416184 = -1353734.378287
  nChanged 912
		SP:Iteration 6F (3105.550000 sec): 3 clusters
  Score: Raw -1357726.606238 + Penalty 3115.416184 = -1354611.190055
  nChanged 761
		SP:Iteration 7F (3105.780000 sec): 3 clusters
  Score: Raw -1358484.347948 + Penalty 3115.416184 = -1355368.931764
  nChanged 578
		SP:Iteration 8Q (3106.060000 sec): 3 clusters
  Score: Raw -1359108.330230 + Penalty 3115.416184 = -1355992.914047
  nChanged 469
		SP:Iteration 9Q (3106.270000 sec): 3 clusters
  Score: Raw -1359636.522157 + Penalty 3115.416184 = -1356521.105973
  nChanged 393
		SP:Iteration 10Q (3106.530000 sec): 3 clusters
  Score: Raw -1360112.562455 + Penalty 3115.416184 = -1356997.146271
  nChanged 309
		SP:Iteration 11Q (3106.790000 sec): 3 clusters
  Score: Raw -1360583.921195 + Penalty 3115.416184 = -1357468.505012
  nChanged 304
		SP:Iteration 12Q (3107.020000 sec): 3 clusters
  Score: Raw -1361030.310399 + Penalty 3115.416184 = -1357914.894215
  nChanged 294
		SP:Iteration 13Q (3107.220000 sec): 3 clusters
  Score: Raw -1361260.825771 + Penalty 3115.416184 = -1358145.409588
  nChanged 178
		SP:Iteration 14Q (3107.440000 sec): 3 clusters
  Score: Raw -1361362.064456 + Penalty 3115.416184 = -1358246.648272
  nChanged 130
		SP:Iteration 15Q (3107.700000 sec): 3 clusters
  Score: Raw -1361417.021056 + Penalty 3115.416184 = -1358301.604873
  nChanged 82
		SP:Iteration 16Q (3107.910000 sec): 3 clusters
  Score: Raw -1361441.557055 + Penalty 3115.416184 = -1358326.140871
  nChanged 58
		SP:Iteration 17Q (3108.120000 sec): 3 clusters
  Score: Raw -1361460.495320 + Penalty 3115.416184 = -1358345.079136
  nChanged 56
		SP:Iteration 18Q (3108.340000 sec): 3 clusters
  Score: Raw -1361476.716996 + Penalty 3115.416184 = -1358361.300812
  nChanged 43
		SP:Iteration 19Q (3108.590000 sec): 3 clusters
  Score: Raw -1361487.618877 + Penalty 3115.416184 = -1358372.202693
  nChanged 40
		SP:Iteration 20F (3108.820000 sec): 3 clusters
  Score: Raw -1361499.130229 + Penalty 3115.416184 = -1358383.714046
  nChanged 25
		SP:Iteration 21Q (3109.080000 sec): 3 clusters
  Score: Raw -1361503.814226 + Penalty 3115.416184 = -1358388.398042
  nChanged 32
		SP:Iteration 22Q (3109.300000 sec): 3 clusters
  Score: Raw -1361509.887861 + Penalty 3115.416184 = -1358394.471677
  nChanged 19
		SP:Iteration 23Q (3109.540000 sec): 3 clusters
  Score: Raw -1361512.621436 + Penalty 3115.416184 = -1358397.205253
  nChanged 16
		SP:Iteration 24Q (3109.750000 sec): 3 clusters
  Score: Raw -1361514.900444 + Penalty 3115.416184 = -1358399.484260
  nChanged 9
		SP:Iteration 25Q (3109.960000 sec): 3 clusters
  Score: Raw -1361515.914562 + Penalty 3115.416184 = -1358400.498378
  nChanged 3
		SP:Iteration 26Q (3110.200000 sec): 3 clusters
  Score: Raw -1361516.320029 + Penalty 3115.416184 = -1358400.903846
  nChanged 4
		SP:Iteration 27Q (3110.420000 sec): 3 clusters
  Score: Raw -1361516.920126 + Penalty 3115.416184 = -1358401.503943
  nChanged 6
		SP:Iteration 28Q (3110.590000 sec): 3 clusters
  Score: Raw -1361517.805348 + Penalty 3115.416184 = -1358402.389165
  nChanged 6
		SP:Iteration 29Q (3110.810000 sec): 3 clusters
  Score: Raw -1361518.550442 + Penalty 3115.416184 = -1358403.134258
  nChanged 3
		SP:Iteration 30Q (3111.040000 sec): 3 clusters
  Score: Raw -1361519.545344 + Penalty 3115.416184 = -1358404.129160
  nChanged 7
		SP:Iteration 31Q (3111.270000 sec): 3 clusters
  Score: Raw -1361520.713770 + Penalty 3115.416184 = -1358405.297586
  nChanged 14
		SP:Iteration 32Q (3111.500000 sec): 3 clusters
  Score: Raw -1361522.661366 + Penalty 3115.416184 = -1358407.245182
  nChanged 10
		SP:Iteration 33Q (3111.740000 sec): 3 clusters
  Score: Raw -1361524.080220 + Penalty 3115.416184 = -1358408.664037
  nChanged 9
		SP:Iteration 34Q (3111.950000 sec): 3 clusters
  Score: Raw -1361525.276337 + Penalty 3115.416184 = -1358409.860153
  nChanged 6
		SP:Iteration 35Q (3112.200000 sec): 3 clusters
  Score: Raw -1361525.980298 + Penalty 3115.416184 = -1358410.564114
  nChanged 7
		SP:Iteration 36Q (3112.440000 sec): 3 clusters
  Score: Raw -1361526.562890 + Penalty 3115.416184 = -1358411.146706
  nChanged 6
		SP:Iteration 37Q (3112.660000 sec): 3 clusters
  Score: Raw -1361526.880493 + Penalty 3115.416184 = -1358411.464309
  nChanged 2
		SP:Iteration 38Q (3112.880000 sec): 3 clusters
  Score: Raw -1361527.084786 + Penalty 3115.416184 = -1358411.668602
  nChanged 3
		SP:Iteration 39Q (3113.110000 sec): 3 clusters
  Score: Raw -1361527.314047 + Penalty 3115.416184 = -1358411.897863
  nChanged 2
		SP:Iteration 40F (3113.360000 sec): 3 clusters
  Score: Raw -1361527.565099 + Penalty 3115.416184 = -1358412.148915
  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 8.59 GB.

 Trying to split cluster 17 (6717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3113.500000 sec): 2 clusters
  Score: Raw -651026.203222 + Penalty 1432.014497 = -649594.188725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3113.750000 sec): 3 clusters
  Score: Raw -647455.420952 + Penalty 2864.028994 = -644591.391958
  nChanged 2814
		SP:Iteration 1F (3113.970000 sec): 3 clusters
  Score: Raw -649129.811626 + Penalty 2864.028994 = -646265.782632
  nChanged 482
		SP:Iteration 2F (3114.180000 sec): 3 clusters
  Score: Raw -649407.588659 + Penalty 2864.028994 = -646543.559665
  nChanged 359
		SP:Iteration 3F (3114.400000 sec): 3 clusters
  Score: Raw -649580.226911 + Penalty 2864.028994 = -646716.197917
  nChanged 290
		SP:Iteration 4Q (3114.560000 sec): 3 clusters
  Score: Raw -649708.688533 + Penalty 2864.028994 = -646844.659539
  nChanged 242
		SP:Iteration 5Q (3114.770000 sec): 3 clusters
  Score: Raw -649834.073216 + Penalty 2864.028994 = -646970.044222
  nChanged 211
		SP:Iteration 6Q (3114.980000 sec): 3 clusters
  Score: Raw -649946.304928 + Penalty 2864.028994 = -647082.275934
  nChanged 228
		SP:Iteration 7Q (3115.210000 sec): 3 clusters
  Score: Raw -650082.203420 + Penalty 2864.028994 = -647218.174426
  nChanged 243
		SP:Iteration 8Q (3115.400000 sec): 3 clusters
  Score: Raw -650247.252748 + Penalty 2864.028994 = -647383.223754
  nChanged 253
		SP:Iteration 9Q (3115.600000 sec): 3 clusters
  Score: Raw -650446.403261 + Penalty 2864.028994 = -647582.374266
  nChanged 275
		SP:Iteration 10Q (3115.790000 sec): 3 clusters
  Score: Raw -650680.122428 + Penalty 2864.028994 = -647816.093434
  nChanged 272
		SP:Iteration 11Q (3116.010000 sec): 3 clusters
  Score: Raw -650931.339931 + Penalty 2864.028994 = -648067.310937
  nChanged 246
		SP:Iteration 12Q (3116.180000 sec): 3 clusters
  Score: Raw -651187.048446 + Penalty 2864.028994 = -648323.019452
  nChanged 262
		SP:Iteration 13Q (3116.420000 sec): 3 clusters
  Score: Raw -651515.425676 + Penalty 2864.028994 = -648651.396681
  nChanged 231
		SP:Iteration 14Q (3116.610000 sec): 3 clusters
  Score: Raw -651816.501802 + Penalty 2864.028994 = -648952.472808
  nChanged 199
		SP:Iteration 15Q (3116.810000 sec): 3 clusters
  Score: Raw -652071.990282 + Penalty 2864.028994 = -649207.961287
  nChanged 151
		SP:Iteration 16Q (3116.980000 sec): 3 clusters
  Score: Raw -652280.448065 + Penalty 2864.028994 = -649416.419070
  nChanged 149
		SP:Iteration 17Q (3117.200000 sec): 3 clusters
  Score: Raw -652458.830011 + Penalty 2864.028994 = -649594.801017
  nChanged 114
		SP:Iteration 18Q (3117.410000 sec): 3 clusters
  Score: Raw -652566.512816 + Penalty 2864.028994 = -649702.483822
  nChanged 79
		SP:Iteration 19Q (3117.570000 sec): 3 clusters
  Score: Raw -652627.749983 + Penalty 2864.028994 = -649763.720988
  nChanged 51
		SP:Iteration 20F (3117.800000 sec): 3 clusters
  Score: Raw -652671.206665 + Penalty 2864.028994 = -649807.177671
  nChanged 36
		SP:Iteration 21Q (3117.990000 sec): 3 clusters
  Score: Raw -652699.487795 + Penalty 2864.028994 = -649835.458801
  nChanged 20
		SP:Iteration 22Q (3118.220000 sec): 3 clusters
  Score: Raw -652716.954647 + Penalty 2864.028994 = -649852.925653
  nChanged 23
		SP:Iteration 23Q (3118.450000 sec): 3 clusters
  Score: Raw -652730.688659 + Penalty 2864.028994 = -649866.659665
  nChanged 21
		SP:Iteration 24Q (3118.650000 sec): 3 clusters
  Score: Raw -652740.503756 + Penalty 2864.028994 = -649876.474761
  nChanged 13
		SP:Iteration 25Q (3118.810000 sec): 3 clusters
  Score: Raw -652745.457054 + Penalty 2864.028994 = -649881.428060
  nChanged 13
		SP:Iteration 26Q (3119.020000 sec): 3 clusters
  Score: Raw -652752.168120 + Penalty 2864.028994 = -649888.139125
  nChanged 10
		SP:Iteration 27Q (3119.210000 sec): 3 clusters
  Score: Raw -652756.813035 + Penalty 2864.028994 = -649892.784041
  nChanged 7
		SP:Iteration 28Q (3119.410000 sec): 3 clusters
  Score: Raw -652759.963112 + Penalty 2864.028994 = -649895.934117
  nChanged 8
		SP:Iteration 29Q (3119.590000 sec): 3 clusters
  Score: Raw -652762.602566 + Penalty 2864.028994 = -649898.573571
  nChanged 6
		SP:Iteration 30Q (3119.780000 sec): 3 clusters
  Score: Raw -652764.136380 + Penalty 2864.028994 = -649900.107386
  nChanged 1
		SP:Iteration 31Q (3119.970000 sec): 3 clusters
  Score: Raw -652764.408490 + Penalty 2864.028994 = -649900.379496
  nChanged 1
		SP:Iteration 32Q (3120.170000 sec): 3 clusters
  Score: Raw -652764.852618 + Penalty 2864.028994 = -649900.823623
  nChanged 0
		SP:Iteration 33F (3120.400000 sec): 3 clusters
  Score: Raw -652764.852618 + Penalty 2864.028994 = -649900.823623
  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 8.59 GB.

 Trying to split cluster 18 (105469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3120.850000 sec): 2 clusters
  Score: Raw -11330732.965132 + Penalty 1879.503007 = -11328853.462125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3121.530000 sec): 3 clusters
  Score: Raw -11261881.133415 + Penalty 3759.006014 = -11258122.127402
  nChanged 50654
		SP:Iteration 1F (3122.170000 sec): 3 clusters
  Score: Raw -11291246.388592 + Penalty 3759.006014 = -11287487.382579
  nChanged 3439
		SP:Iteration 2Q (3122.850000 sec): 3 clusters
  Score: Raw -11292212.904042 + Penalty 3759.006014 = -11288453.898028
  nChanged 4102
		SP:Iteration 3Q (3123.530000 sec): 3 clusters
  Score: Raw -11293733.144337 + Penalty 3759.006014 = -11289974.138323
  nChanged 5240
		SP:Iteration 4Q (3124.240000 sec): 3 clusters
  Score: Raw -11296347.596048 + Penalty 3759.006014 = -11292588.590034
  nChanged 6836
		SP:Iteration 5F (3125.020000 sec): 3 clusters
  Score: Raw -11300825.096457 + Penalty 3759.006014 = -11297066.090443
  nChanged 8172
		SP:Iteration 6F (3125.730000 sec): 3 clusters
  Score: Raw -11307456.912085 + Penalty 3759.006014 = -11303697.906072
  nChanged 8215
		SP:Iteration 7F (3126.410000 sec): 3 clusters
  Score: Raw -11315363.942281 + Penalty 3759.006014 = -11311604.936268
  nChanged 6671
		SP:Iteration 8F (3127.010000 sec): 3 clusters
  Score: Raw -11322339.527326 + Penalty 3759.006014 = -11318580.521312
  nChanged 4398
		SP:Iteration 9Q (3127.690000 sec): 3 clusters
  Score: Raw -11327118.650674 + Penalty 3759.006014 = -11323359.644661
  nChanged 2875
		SP:Iteration 10Q (3128.310000 sec): 3 clusters
  Score: Raw -11330479.547946 + Penalty 3759.006014 = -11326720.541933
  nChanged 1905
		SP:Iteration 11Q (3128.970000 sec): 3 clusters
  Score: Raw -11333926.066295 + Penalty 3759.006014 = -11330167.060281
  nChanged 1264
		SP:Iteration 12Q (3129.630000 sec): 3 clusters
  Score: Raw -11335677.085299 + Penalty 3759.006014 = -11331918.079286
  nChanged 1006
		SP:Iteration 13Q (3130.270000 sec): 3 clusters
  Score: Raw -11336164.434820 + Penalty 3759.006014 = -11332405.428806
  nChanged 682
		SP:Iteration 14Q (3130.900000 sec): 3 clusters
  Score: Raw -11336367.552146 + Penalty 3759.006014 = -11332608.546132
  nChanged 459
		SP:Iteration 15Q (3131.590000 sec): 3 clusters
  Score: Raw -11336483.121551 + Penalty 3759.006014 = -11332724.115537
  nChanged 387
		SP:Iteration 16Q (3132.190000 sec): 3 clusters
  Score: Raw -11336565.842691 + Penalty 3759.006014 = -11332806.836678
  nChanged 327
		SP:Iteration 17Q (3132.790000 sec): 3 clusters
  Score: Raw -11336627.311615 + Penalty 3759.006014 = -11332868.305601
  nChanged 238
		SP:Iteration 18Q (3133.340000 sec): 3 clusters
  Score: Raw -11336661.300423 + Penalty 3759.006014 = -11332902.294409
  nChanged 190
		SP:Iteration 19Q (3134.040000 sec): 3 clusters
  Score: Raw -11336684.711908 + Penalty 3759.006014 = -11332925.705895
  nChanged 164
		SP:Iteration 20F (3134.710000 sec): 3 clusters
  Score: Raw -11336700.705418 + Penalty 3759.006014 = -11332941.699405
  nChanged 151
		SP:Iteration 21Q (3135.380000 sec): 3 clusters
  Score: Raw -11336714.390397 + Penalty 3759.006014 = -11332955.384384
  nChanged 131
		SP:Iteration 22Q (3136.020000 sec): 3 clusters
  Score: Raw -11336724.890437 + Penalty 3759.006014 = -11332965.884424
  nChanged 109
		SP:Iteration 23Q (3136.600000 sec): 3 clusters
  Score: Raw -11336732.751854 + Penalty 3759.006014 = -11332973.745840
  nChanged 100
		SP:Iteration 24Q (3137.200000 sec): 3 clusters
  Score: Raw -11336740.055906 + Penalty 3759.006014 = -11332981.049892
  nChanged 111
		SP:Iteration 25Q (3137.910000 sec): 3 clusters
  Score: Raw -11336747.513598 + Penalty 3759.006014 = -11332988.507584
  nChanged 102
		SP:Iteration 26Q (3138.620000 sec): 3 clusters
  Score: Raw -11336754.324914 + Penalty 3759.006014 = -11332995.318900
  nChanged 76
		SP:Iteration 27Q (3139.330000 sec): 3 clusters
  Score: Raw -11336758.889352 + Penalty 3759.006014 = -11332999.883338
  nChanged 82
		SP:Iteration 28Q (3140.070000 sec): 3 clusters
  Score: Raw -11336763.086446 + Penalty 3759.006014 = -11333004.080433
  nChanged 58
		SP:Iteration 29Q (3140.730000 sec): 3 clusters
  Score: Raw -11336765.708008 + Penalty 3759.006014 = -11333006.701995
  nChanged 50
		SP:Iteration 30Q (3141.400000 sec): 3 clusters
  Score: Raw -11336767.802048 + Penalty 3759.006014 = -11333008.796034
  nChanged 43
		SP:Iteration 31Q (3142.040000 sec): 3 clusters
  Score: Raw -11336769.441201 + Penalty 3759.006014 = -11333010.435188
  nChanged 34
		SP:Iteration 32Q (3142.690000 sec): 3 clusters
  Score: Raw -11336770.563955 + Penalty 3759.006014 = -11333011.557941
  nChanged 34
		SP:Iteration 33Q (3143.330000 sec): 3 clusters
  Score: Raw -11336771.920896 + Penalty 3759.006014 = -11333012.914882
  nChanged 37
		SP:Iteration 34Q (3144.010000 sec): 3 clusters
  Score: Raw -11336773.182242 + Penalty 3759.006014 = -11333014.176229
  nChanged 23
		SP:Iteration 35Q (3144.600000 sec): 3 clusters
  Score: Raw -11336773.854459 + Penalty 3759.006014 = -11333014.848445
  nChanged 22
		SP:Iteration 36Q (3145.150000 sec): 3 clusters
  Score: Raw -11336774.523917 + Penalty 3759.006014 = -11333015.517903
  nChanged 21
		SP:Iteration 37Q (3145.730000 sec): 3 clusters
  Score: Raw -11336775.126427 + Penalty 3759.006014 = -11333016.120413
  nChanged 21
		SP:Iteration 38Q (3146.320000 sec): 3 clusters
  Score: Raw -11336775.781159 + Penalty 3759.006014 = -11333016.775145
  nChanged 22
		SP:Iteration 39Q (3146.930000 sec): 3 clusters
  Score: Raw -11336776.448555 + Penalty 3759.006014 = -11333017.442542
  nChanged 17
		SP:Iteration 40F (3147.620000 sec): 3 clusters
  Score: Raw -11336776.856950 + Penalty 3759.006014 = -11333017.850936
  nChanged 15
		SP:Iteration 41Q (3148.250000 sec): 3 clusters
  Score: Raw -11336777.266227 + Penalty 3759.006014 = -11333018.260213
  nChanged 18
		SP:Iteration 42Q (3148.840000 sec): 3 clusters
  Score: Raw -11336777.719354 + Penalty 3759.006014 = -11333018.713341
  nChanged 18
		SP:Iteration 43Q (3149.450000 sec): 3 clusters
  Score: Raw -11336778.160269 + Penalty 3759.006014 = -11333019.154255
  nChanged 11
		SP:Iteration 44Q (3150.030000 sec): 3 clusters
  Score: Raw -11336778.416551 + Penalty 3759.006014 = -11333019.410537
  nChanged 8
		SP:Iteration 45Q (3150.650000 sec): 3 clusters
  Score: Raw -11336778.656135 + Penalty 3759.006014 = -11333019.650122
  nChanged 12
		SP:Iteration 46Q (3151.240000 sec): 3 clusters
  Score: Raw -11336778.963899 + Penalty 3759.006014 = -11333019.957886
  nChanged 11
		SP:Iteration 47Q (3151.840000 sec): 3 clusters
  Score: Raw -11336779.218861 + Penalty 3759.006014 = -11333020.212847
  nChanged 5
		SP:Iteration 48Q (3152.480000 sec): 3 clusters
  Score: Raw -11336779.340041 + Penalty 3759.006014 = -11333020.334027
  nChanged 6
		SP:Iteration 49Q (3153.050000 sec): 3 clusters
  Score: Raw -11336779.475187 + Penalty 3759.006014 = -11333020.469174
  nChanged 7
		SP:Iteration 50Q (3153.650000 sec): 3 clusters
  Score: Raw -11336779.599404 + Penalty 3759.006014 = -11333020.593390
  nChanged 4
		SP:Iteration 51Q (3154.220000 sec): 3 clusters
  Score: Raw -11336779.649686 + Penalty 3759.006014 = -11333020.643672
  nChanged 3
		SP:Iteration 52Q (3154.760000 sec): 3 clusters
  Score: Raw -11336779.730537 + Penalty 3759.006014 = -11333020.724523
  nChanged 2
		SP:Iteration 53Q (3155.370000 sec): 3 clusters
  Score: Raw -11336779.765993 + Penalty 3759.006014 = -11333020.759979
  nChanged 2
		SP:Iteration 54Q (3156.000000 sec): 3 clusters
  Score: Raw -11336779.812667 + Penalty 3759.006014 = -11333020.806654
  nChanged 1
		SP:Iteration 55Q (3156.730000 sec): 3 clusters
  Score: Raw -11336779.858045 + Penalty 3759.006014 = -11333020.852031
  nChanged 1
		SP:Iteration 56Q (3157.430000 sec): 3 clusters
  Score: Raw -11336779.884909 + Penalty 3759.006014 = -11333020.878895
  nChanged 2
		SP:Iteration 57Q (3158.070000 sec): 3 clusters
  Score: Raw -11336779.922083 + Penalty 3759.006014 = -11333020.916069
  nChanged 0
		SP:Iteration 58F (3158.730000 sec): 3 clusters
  Score: Raw -11336779.922083 + Penalty 3759.006014 = -11333020.916069
  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 8.59 GB.

 Trying to split cluster 19 (41844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3159.000000 sec): 2 clusters
  Score: Raw -4470501.836451 + Penalty 1729.276851 = -4468772.559601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3159.330000 sec): 3 clusters
  Score: Raw -4444193.335850 + Penalty 3458.553701 = -4440734.782149
  nChanged 19516
		SP:Iteration 1F (3159.740000 sec): 3 clusters
  Score: Raw -4455811.375476 + Penalty 3458.553701 = -4452352.821775
  nChanged 2217
		SP:Iteration 2F (3160.170000 sec): 3 clusters
  Score: Raw -4457022.165666 + Penalty 3458.553701 = -4453563.611964
  nChanged 2592
		SP:Iteration 3F (3160.630000 sec): 3 clusters
  Score: Raw -4458718.228315 + Penalty 3458.553701 = -4455259.674613
  nChanged 2967
		SP:Iteration 4F (3161.100000 sec): 3 clusters
  Score: Raw -4460870.418571 + Penalty 3458.553701 = -4457411.864870
  nChanged 3026
		SP:Iteration 5F (3161.460000 sec): 3 clusters
  Score: Raw -4462966.552945 + Penalty 3458.553701 = -4459507.999244
  nChanged 2650
		SP:Iteration 6F (3161.920000 sec): 3 clusters
  Score: Raw -4464626.533813 + Penalty 3458.553701 = -4461167.980112
  nChanged 2245
		SP:Iteration 7F (3162.330000 sec): 3 clusters
  Score: Raw -4465944.119302 + Penalty 3458.553701 = -4462485.565601
  nChanged 1809
		SP:Iteration 8Q (3162.700000 sec): 3 clusters
  Score: Raw -4466879.800993 + Penalty 3458.553701 = -4463421.247292
  nChanged 1430
		SP:Iteration 9Q (3163.060000 sec): 3 clusters
  Score: Raw -4467563.567836 + Penalty 3458.553701 = -4464105.014135
  nChanged 1144
		SP:Iteration 10Q (3163.400000 sec): 3 clusters
  Score: Raw -4468121.980410 + Penalty 3458.553701 = -4464663.426709
  nChanged 964
		SP:Iteration 11Q (3163.800000 sec): 3 clusters
  Score: Raw -4468596.764415 + Penalty 3458.553701 = -4465138.210713
  nChanged 773
		SP:Iteration 12Q (3164.110000 sec): 3 clusters
  Score: Raw -4468972.208913 + Penalty 3458.553701 = -4465513.655211
  nChanged 643
		SP:Iteration 13Q (3164.530000 sec): 3 clusters
  Score: Raw -4469234.687478 + Penalty 3458.553701 = -4465776.133776
  nChanged 539
		SP:Iteration 14Q (3165.000000 sec): 3 clusters
  Score: Raw -4469404.444291 + Penalty 3458.553701 = -4465945.890590
  nChanged 414
		SP:Iteration 15Q (3165.390000 sec): 3 clusters
  Score: Raw -4469521.632245 + Penalty 3458.553701 = -4466063.078543
  nChanged 347
		SP:Iteration 16Q (3165.800000 sec): 3 clusters
  Score: Raw -4469602.923295 + Penalty 3458.553701 = -4466144.369594
  nChanged 300
		SP:Iteration 17Q (3166.200000 sec): 3 clusters
  Score: Raw -4469668.405616 + Penalty 3458.553701 = -4466209.851915
  nChanged 279
		SP:Iteration 18Q (3166.630000 sec): 3 clusters
  Score: Raw -4469722.863944 + Penalty 3458.553701 = -4466264.310243
  nChanged 249
		SP:Iteration 19Q (3166.990000 sec): 3 clusters
  Score: Raw -4469766.289718 + Penalty 3458.553701 = -4466307.736017
  nChanged 217
		SP:Iteration 20F (3167.380000 sec): 3 clusters
  Score: Raw -4469806.113485 + Penalty 3458.553701 = -4466347.559784
  nChanged 224
		SP:Iteration 21Q (3167.770000 sec): 3 clusters
  Score: Raw -4469850.767736 + Penalty 3458.553701 = -4466392.214035
  nChanged 247
		SP:Iteration 22Q (3168.090000 sec): 3 clusters
  Score: Raw -4469902.512657 + Penalty 3458.553701 = -4466443.958956
  nChanged 243
		SP:Iteration 23Q (3168.490000 sec): 3 clusters
  Score: Raw -4469954.629761 + Penalty 3458.553701 = -4466496.076060
  nChanged 241
		SP:Iteration 24Q (3168.810000 sec): 3 clusters
  Score: Raw -4470007.740372 + Penalty 3458.553701 = -4466549.186671
  nChanged 264
		SP:Iteration 25Q (3169.150000 sec): 3 clusters
  Score: Raw -4470077.957120 + Penalty 3458.553701 = -4466619.403419
  nChanged 267
		SP:Iteration 26Q (3169.500000 sec): 3 clusters
  Score: Raw -4470156.504108 + Penalty 3458.553701 = -4466697.950407
  nChanged 283
		SP:Iteration 27Q (3169.850000 sec): 3 clusters
  Score: Raw -4470247.742983 + Penalty 3458.553701 = -4466789.189281
  nChanged 294
		SP:Iteration 28Q (3170.180000 sec): 3 clusters
  Score: Raw -4470349.125438 + Penalty 3458.553701 = -4466890.571737
  nChanged 311
		SP:Iteration 29Q (3170.580000 sec): 3 clusters
  Score: Raw -4470466.721447 + Penalty 3458.553701 = -4467008.167746
  nChanged 327
		SP:Iteration 30Q (3170.940000 sec): 3 clusters
  Score: Raw -4470599.230727 + Penalty 3458.553701 = -4467140.677025
  nChanged 353
		SP:Iteration 31Q (3171.330000 sec): 3 clusters
  Score: Raw -4470758.593073 + Penalty 3458.553701 = -4467300.039371
  nChanged 343
		SP:Iteration 32Q (3171.650000 sec): 3 clusters
  Score: Raw -4470944.987192 + Penalty 3458.553701 = -4467486.433490
  nChanged 359
		SP:Iteration 33Q (3172.040000 sec): 3 clusters
  Score: Raw -4471146.406673 + Penalty 3458.553701 = -4467687.852972
  nChanged 378
		SP:Iteration 34Q (3172.420000 sec): 3 clusters
  Score: Raw -4471357.773400 + Penalty 3458.553701 = -4467899.219698
  nChanged 344
		SP:Iteration 35Q (3172.800000 sec): 3 clusters
  Score: Raw -4471526.139372 + Penalty 3458.553701 = -4468067.585671
  nChanged 311
		SP:Iteration 36Q (3173.150000 sec): 3 clusters
  Score: Raw -4471667.010311 + Penalty 3458.553701 = -4468208.456609
  nChanged 291
		SP:Iteration 37Q (3173.440000 sec): 3 clusters
  Score: Raw -4471766.182339 + Penalty 3458.553701 = -4468307.628638
  nChanged 194
		SP:Iteration 38Q (3173.800000 sec): 3 clusters
  Score: Raw -4471824.013286 + Penalty 3458.553701 = -4468365.459585
  nChanged 158
		SP:Iteration 39Q (3174.120000 sec): 3 clusters
  Score: Raw -4471860.916372 + Penalty 3458.553701 = -4468402.362671
  nChanged 119
		SP:Iteration 40F (3174.480000 sec): 3 clusters
  Score: Raw -4471882.202677 + Penalty 3458.553701 = -4468423.648975
  nChanged 110
		SP:Iteration 41Q (3174.880000 sec): 3 clusters
  Score: Raw -4471899.952931 + Penalty 3458.553701 = -4468441.399230
  nChanged 80
		SP:Iteration 42Q (3175.220000 sec): 3 clusters
  Score: Raw -4471911.650918 + Penalty 3458.553701 = -4468453.097216
  nChanged 68
		SP:Iteration 43Q (3175.620000 sec): 3 clusters
  Score: Raw -4471918.264999 + Penalty 3458.553701 = -4468459.711297
  nChanged 53
		SP:Iteration 44Q (3175.940000 sec): 3 clusters
  Score: Raw -4471922.539013 + Penalty 3458.553701 = -4468463.985311
  nChanged 29
		SP:Iteration 45Q (3176.340000 sec): 3 clusters
  Score: Raw -4471924.635967 + Penalty 3458.553701 = -4468466.082266
  nChanged 16
		SP:Iteration 46Q (3176.680000 sec): 3 clusters
  Score: Raw -4471925.642399 + Penalty 3458.553701 = -4468467.088697
  nChanged 12
		SP:Iteration 47Q (3176.970000 sec): 3 clusters
  Score: Raw -4471926.594586 + Penalty 3458.553701 = -4468468.040885
  nChanged 9
		SP:Iteration 48Q (3177.360000 sec): 3 clusters
  Score: Raw -4471927.416985 + Penalty 3458.553701 = -4468468.863284
  nChanged 12
		SP:Iteration 49Q (3177.770000 sec): 3 clusters
  Score: Raw -4471928.077282 + Penalty 3458.553701 = -4468469.523581
  nChanged 6
		SP:Iteration 50Q (3178.120000 sec): 3 clusters
  Score: Raw -4471928.304140 + Penalty 3458.553701 = -4468469.750439
  nChanged 4
		SP:Iteration 51Q (3178.480000 sec): 3 clusters
  Score: Raw -4471928.476224 + Penalty 3458.553701 = -4468469.922523
  nChanged 4
		SP:Iteration 52Q (3178.850000 sec): 3 clusters
  Score: Raw -4471928.714348 + Penalty 3458.553701 = -4468470.160647
  nChanged 3
		SP:Iteration 53Q (3179.240000 sec): 3 clusters
  Score: Raw -4471928.802016 + Penalty 3458.553701 = -4468470.248314
  nChanged 2
		SP:Iteration 54Q (3179.580000 sec): 3 clusters
  Score: Raw -4471928.886652 + Penalty 3458.553701 = -4468470.332950
  nChanged 2
		SP:Iteration 55Q (3179.980000 sec): 3 clusters
  Score: Raw -4471928.953375 + Penalty 3458.553701 = -4468470.399674
  nChanged 0
		SP:Iteration 56F (3180.320000 sec): 3 clusters
  Score: Raw -4471928.953375 + Penalty 3458.553701 = -4468470.399674
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 20 (9332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3180.420000 sec): 2 clusters
  Score: Raw -902880.286434 + Penalty 1485.445753 = -901394.840681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3180.630000 sec): 3 clusters
  Score: Raw -897638.911122 + Penalty 2970.891506 = -894668.019616
  nChanged 4107
		SP:Iteration 1F (3180.810000 sec): 3 clusters
  Score: Raw -900107.893465 + Penalty 2970.891506 = -897137.001959
  nChanged 833
		SP:Iteration 2F (3181.030000 sec): 3 clusters
  Score: Raw -900913.911714 + Penalty 2970.891506 = -897943.020208
  nChanged 888
		SP:Iteration 3F (3181.240000 sec): 3 clusters
  Score: Raw -901890.479350 + Penalty 2970.891506 = -898919.587844
  nChanged 931
		SP:Iteration 4F (3181.500000 sec): 3 clusters
  Score: Raw -903003.597052 + Penalty 2970.891506 = -900032.705546
  nChanged 780
		SP:Iteration 5F (3181.700000 sec): 3 clusters
  Score: Raw -903892.989260 + Penalty 2970.891506 = -900922.097754
  nChanged 654
		SP:Iteration 6F (3181.980000 sec): 3 clusters
  Score: Raw -904721.616706 + Penalty 2970.891506 = -901750.725200
  nChanged 527
		SP:Iteration 7F (3182.200000 sec): 3 clusters
  Score: Raw -905473.467010 + Penalty 2970.891506 = -902502.575504
  nChanged 416
		SP:Iteration 8Q (3182.410000 sec): 3 clusters
  Score: Raw -906053.038570 + Penalty 2970.891506 = -903082.147064
  nChanged 328
		SP:Iteration 9Q (3182.590000 sec): 3 clusters
  Score: Raw -906372.625589 + Penalty 2970.891506 = -903401.734083
  nChanged 202
		SP:Iteration 10Q (3182.780000 sec): 3 clusters
  Score: Raw -906495.698631 + Penalty 2970.891506 = -903524.807125
  nChanged 133
		SP:Iteration 11Q (3182.980000 sec): 3 clusters
  Score: Raw -906578.837079 + Penalty 2970.891506 = -903607.945573
  nChanged 120
		SP:Iteration 12Q (3183.140000 sec): 3 clusters
  Score: Raw -906655.186493 + Penalty 2970.891506 = -903684.294988
  nChanged 109
		SP:Iteration 13Q (3183.370000 sec): 3 clusters
  Score: Raw -906712.819907 + Penalty 2970.891506 = -903741.928401
  nChanged 71
		SP:Iteration 14Q (3183.540000 sec): 3 clusters
  Score: Raw -906740.462609 + Penalty 2970.891506 = -903769.571103
  nChanged 64
		SP:Iteration 15Q (3183.740000 sec): 3 clusters
  Score: Raw -906759.351089 + Penalty 2970.891506 = -903788.459583
  nChanged 35
		SP:Iteration 16Q (3183.980000 sec): 3 clusters
  Score: Raw -906766.850033 + Penalty 2970.891506 = -903795.958527
  nChanged 17
		SP:Iteration 17Q (3184.170000 sec): 3 clusters
  Score: Raw -906770.903329 + Penalty 2970.891506 = -903800.011823
  nChanged 15
		SP:Iteration 18Q (3184.380000 sec): 3 clusters
  Score: Raw -906774.862853 + Penalty 2970.891506 = -903803.971347
  nChanged 17
		SP:Iteration 19Q (3184.560000 sec): 3 clusters
  Score: Raw -906780.052903 + Penalty 2970.891506 = -903809.161398
  nChanged 21
		SP:Iteration 20F (3184.740000 sec): 3 clusters
  Score: Raw -906784.955509 + Penalty 2970.891506 = -903814.064003
  nChanged 11
		SP:Iteration 21Q (3184.960000 sec): 3 clusters
  Score: Raw -906787.344418 + Penalty 2970.891506 = -903816.452912
  nChanged 6
		SP:Iteration 22Q (3185.120000 sec): 3 clusters
  Score: Raw -906788.299459 + Penalty 2970.891506 = -903817.407953
  nChanged 3
		SP:Iteration 23Q (3185.340000 sec): 3 clusters
  Score: Raw -906788.563605 + Penalty 2970.891506 = -903817.672099
  nChanged 0
		SP:Iteration 24F (3185.510000 sec): 3 clusters
  Score: Raw -906788.563605 + Penalty 2970.891506 = -903817.672099
  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 8.59 GB.

 Trying to split cluster 21 (21451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3185.750000 sec): 2 clusters
  Score: Raw -2233224.142406 + Penalty 1620.698063 = -2231603.444343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3186.020000 sec): 3 clusters
  Score: Raw -2220292.085558 + Penalty 3241.396127 = -2217050.689431
  nChanged 9847
		SP:Iteration 1F (3186.280000 sec): 3 clusters
  Score: Raw -2227119.048767 + Penalty 3241.396127 = -2223877.652641
  nChanged 1990
		SP:Iteration 2F (3186.570000 sec): 3 clusters
  Score: Raw -2230571.846560 + Penalty 3241.396127 = -2227330.450433
  nChanged 2420
		SP:Iteration 3F (3186.850000 sec): 3 clusters
  Score: Raw -2234222.796079 + Penalty 3241.396127 = -2230981.399952
  nChanged 2208
		SP:Iteration 4F (3187.140000 sec): 3 clusters
  Score: Raw -2236937.795055 + Penalty 3241.396127 = -2233696.398928
  nChanged 1657
		SP:Iteration 5F (3187.400000 sec): 3 clusters
  Score: Raw -2238765.622395 + Penalty 3241.396127 = -2235524.226268
  nChanged 1149
		SP:Iteration 6F (3187.680000 sec): 3 clusters
  Score: Raw -2240089.356739 + Penalty 3241.396127 = -2236847.960612
  nChanged 721
		SP:Iteration 7Q (3187.900000 sec): 3 clusters
  Score: Raw -2241444.726143 + Penalty 3241.396127 = -2238203.330016
  nChanged 343
		SP:Iteration 8Q (3188.200000 sec): 3 clusters
  Score: Raw -2242723.276039 + Penalty 3241.396127 = -2239481.879912
  nChanged 134
		SP:Iteration 9Q (3188.440000 sec): 3 clusters
  Score: Raw -2243076.781259 + Penalty 3241.396127 = -2239835.385132
  nChanged 88
		SP:Iteration 10Q (3188.690000 sec): 3 clusters
  Score: Raw -2243197.679056 + Penalty 3241.396127 = -2239956.282929
  nChanged 44
		SP:Iteration 11Q (3188.990000 sec): 3 clusters
  Score: Raw -2243229.776185 + Penalty 3241.396127 = -2239988.380058
  nChanged 20
		SP:Iteration 12Q (3189.190000 sec): 3 clusters
  Score: Raw -2243239.912412 + Penalty 3241.396127 = -2239998.516286
  nChanged 20
		SP:Iteration 13Q (3189.400000 sec): 3 clusters
  Score: Raw -2243247.403711 + Penalty 3241.396127 = -2240006.007584
  nChanged 9
		SP:Iteration 14Q (3189.630000 sec): 3 clusters
  Score: Raw -2243249.292645 + Penalty 3241.396127 = -2240007.896519
  nChanged 5
		SP:Iteration 15Q (3189.890000 sec): 3 clusters
  Score: Raw -2243250.032529 + Penalty 3241.396127 = -2240008.636403
  nChanged 2
		SP:Iteration 16Q (3190.130000 sec): 3 clusters
  Score: Raw -2243250.196226 + Penalty 3241.396127 = -2240008.800099
  nChanged 0
		SP:Iteration 17F (3190.430000 sec): 3 clusters
  Score: Raw -2243250.196226 + Penalty 3241.396127 = -2240008.800099
  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 8.59 GB.

 Trying to split cluster 22 (735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3190.510000 sec): 2 clusters
  Score: Raw -63344.021538 + Penalty 1072.478956 = -62271.542582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3190.700000 sec): 3 clusters
  Score: Raw -63362.683868 + Penalty 2144.957912 = -61217.725956
  nChanged 243
		SP:Iteration 1F (3190.910000 sec): 3 clusters
  Score: Raw -63913.700891 + Penalty 2144.957912 = -61768.742978
  nChanged 83
		SP:Iteration 2F (3191.080000 sec): 3 clusters
  Score: Raw -64217.341488 + Penalty 2144.957912 = -62072.383576
  nChanged 46
		SP:Iteration 3F (3191.250000 sec): 3 clusters
  Score: Raw -64371.977167 + Penalty 2144.957912 = -62227.019255
  nChanged 38
		SP:Iteration 4F (3191.460000 sec): 3 clusters
  Score: Raw -64506.408879 + Penalty 2144.957912 = -62361.450966
  nChanged 18
		SP:Iteration 5Q (3191.630000 sec): 3 clusters
  Score: Raw -64569.698505 + Penalty 2144.957912 = -62424.740592
  nChanged 15
		SP:Iteration 6Q (3191.870000 sec): 3 clusters
  Score: Raw -64612.742435 + Penalty 2144.957912 = -62467.784523
  nChanged 9
		SP:Iteration 7Q (3192.040000 sec): 3 clusters
  Score: Raw -64662.342883 + Penalty 2144.957912 = -62517.384971
  nChanged 8
		SP:Iteration 8Q (3192.190000 sec): 3 clusters
  Score: Raw -64687.503371 + Penalty 2144.957912 = -62542.545459
  nChanged 4
		SP:Iteration 9Q (3192.370000 sec): 3 clusters
  Score: Raw -64696.443878 + Penalty 2144.957912 = -62551.485966
  nChanged 4
		SP:Iteration 10Q (3192.550000 sec): 3 clusters
  Score: Raw -64704.768467 + Penalty 2144.957912 = -62559.810555
  nChanged 5
		SP:Iteration 11Q (3192.770000 sec): 3 clusters
  Score: Raw -64716.733912 + Penalty 2144.957912 = -62571.776000
  nChanged 1
		SP:Iteration 12Q (3192.940000 sec): 3 clusters
  Score: Raw -64717.958323 + Penalty 2144.957912 = -62573.000410
  nChanged 1
		SP:Iteration 13Q (3193.110000 sec): 3 clusters
  Score: Raw -64718.544975 + Penalty 2144.957912 = -62573.587063
  nChanged 0
		SP:Iteration 14F (3193.290000 sec): 3 clusters
  Score: Raw -64718.544975 + Penalty 2144.957912 = -62573.587063
  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 8.59 GB.

 Trying to split cluster 23 (11597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3193.400000 sec): 2 clusters
  Score: Raw -1090047.105757 + Penalty 1520.756530 = -1088526.349227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3193.650000 sec): 3 clusters
  Score: Raw -1083466.406554 + Penalty 3041.513060 = -1080424.893494
  nChanged 5092
		SP:Iteration 1F (3193.870000 sec): 3 clusters
  Score: Raw -1087132.071428 + Penalty 3041.513060 = -1084090.558368
  nChanged 1153
		SP:Iteration 2F (3194.100000 sec): 3 clusters
  Score: Raw -1088334.185048 + Penalty 3041.513060 = -1085292.671988
  nChanged 1119
		SP:Iteration 3F (3194.340000 sec): 3 clusters
  Score: Raw -1089311.366116 + Penalty 3041.513060 = -1086269.853056
  nChanged 896
		SP:Iteration 4F (3194.520000 sec): 3 clusters
  Score: Raw -1089881.545984 + Penalty 3041.513060 = -1086840.032924
  nChanged 615
		SP:Iteration 5F (3194.770000 sec): 3 clusters
  Score: Raw -1090182.545114 + Penalty 3041.513060 = -1087141.032054
  nChanged 427
		SP:Iteration 6Q (3194.980000 sec): 3 clusters
  Score: Raw -1090341.097802 + Penalty 3041.513060 = -1087299.584742
  nChanged 321
		SP:Iteration 7Q (3195.210000 sec): 3 clusters
  Score: Raw -1090458.041182 + Penalty 3041.513060 = -1087416.528122
  nChanged 291
		SP:Iteration 8Q (3195.460000 sec): 3 clusters
  Score: Raw -1090568.836837 + Penalty 3041.513060 = -1087527.323777
  nChanged 272
		SP:Iteration 9Q (3195.650000 sec): 3 clusters
  Score: Raw -1090684.914295 + Penalty 3041.513060 = -1087643.401235
  nChanged 289
		SP:Iteration 10Q (3195.890000 sec): 3 clusters
  Score: Raw -1090828.049698 + Penalty 3041.513060 = -1087786.536638
  nChanged 330
		SP:Iteration 11Q (3196.160000 sec): 3 clusters
  Score: Raw -1091025.867297 + Penalty 3041.513060 = -1087984.354237
  nChanged 325
		SP:Iteration 12Q (3196.380000 sec): 3 clusters
  Score: Raw -1091249.413359 + Penalty 3041.513060 = -1088207.900299
  nChanged 305
		SP:Iteration 13Q (3196.600000 sec): 3 clusters
  Score: Raw -1091483.217772 + Penalty 3041.513060 = -1088441.704712
  nChanged 258
		SP:Iteration 14Q (3196.810000 sec): 3 clusters
  Score: Raw -1091748.239260 + Penalty 3041.513060 = -1088706.726200
  nChanged 241
		SP:Iteration 15Q (3197.010000 sec): 3 clusters
  Score: Raw -1092005.401888 + Penalty 3041.513060 = -1088963.888828
  nChanged 181
		SP:Iteration 16Q (3197.230000 sec): 3 clusters
  Score: Raw -1092152.043802 + Penalty 3041.513060 = -1089110.530742
  nChanged 167
		SP:Iteration 17Q (3197.430000 sec): 3 clusters
  Score: Raw -1092233.805434 + Penalty 3041.513060 = -1089192.292374
  nChanged 105
		SP:Iteration 18Q (3197.630000 sec): 3 clusters
  Score: Raw -1092272.502095 + Penalty 3041.513060 = -1089230.989035
  nChanged 78
		SP:Iteration 19Q (3197.910000 sec): 3 clusters
  Score: Raw -1092297.554996 + Penalty 3041.513060 = -1089256.041936
  nChanged 67
		SP:Iteration 20F (3198.090000 sec): 3 clusters
  Score: Raw -1092325.172025 + Penalty 3041.513060 = -1089283.658965
  nChanged 67
		SP:Iteration 21Q (3198.290000 sec): 3 clusters
  Score: Raw -1092355.255865 + Penalty 3041.513060 = -1089313.742805
  nChanged 74
		SP:Iteration 22Q (3198.510000 sec): 3 clusters
  Score: Raw -1092383.735496 + Penalty 3041.513060 = -1089342.222436
  nChanged 65
		SP:Iteration 23Q (3198.770000 sec): 3 clusters
  Score: Raw -1092416.832761 + Penalty 3041.513060 = -1089375.319701
  nChanged 71
		SP:Iteration 24Q (3198.960000 sec): 3 clusters
  Score: Raw -1092447.836757 + Penalty 3041.513060 = -1089406.323697
  nChanged 53
		SP:Iteration 25Q (3199.190000 sec): 3 clusters
  Score: Raw -1092464.525817 + Penalty 3041.513060 = -1089423.012757
  nChanged 48
		SP:Iteration 26Q (3199.420000 sec): 3 clusters
  Score: Raw -1092481.711300 + Penalty 3041.513060 = -1089440.198240
  nChanged 55
		SP:Iteration 27Q (3199.680000 sec): 3 clusters
  Score: Raw -1092496.034932 + Penalty 3041.513060 = -1089454.521872
  nChanged 48
		SP:Iteration 28Q (3199.890000 sec): 3 clusters
  Score: Raw -1092508.601906 + Penalty 3041.513060 = -1089467.088846
  nChanged 48
		SP:Iteration 29Q (3200.120000 sec): 3 clusters
  Score: Raw -1092521.958959 + Penalty 3041.513060 = -1089480.445899
  nChanged 42
		SP:Iteration 30Q (3200.320000 sec): 3 clusters
  Score: Raw -1092532.662842 + Penalty 3041.513060 = -1089491.149782
  nChanged 39
		SP:Iteration 31Q (3200.530000 sec): 3 clusters
  Score: Raw -1092541.522873 + Penalty 3041.513060 = -1089500.009813
  nChanged 38
		SP:Iteration 32Q (3200.750000 sec): 3 clusters
  Score: Raw -1092548.705039 + Penalty 3041.513060 = -1089507.191979
  nChanged 32
		SP:Iteration 33Q (3200.970000 sec): 3 clusters
  Score: Raw -1092553.860534 + Penalty 3041.513060 = -1089512.347474
  nChanged 27
		SP:Iteration 34Q (3201.190000 sec): 3 clusters
  Score: Raw -1092557.592686 + Penalty 3041.513060 = -1089516.079626
  nChanged 22
		SP:Iteration 35Q (3201.430000 sec): 3 clusters
  Score: Raw -1092559.960066 + Penalty 3041.513060 = -1089518.447006
  nChanged 18
		SP:Iteration 36Q (3201.640000 sec): 3 clusters
  Score: Raw -1092562.609496 + Penalty 3041.513060 = -1089521.096437
  nChanged 15
		SP:Iteration 37Q (3201.880000 sec): 3 clusters
  Score: Raw -1092564.496382 + Penalty 3041.513060 = -1089522.983322
  nChanged 17
		SP:Iteration 38Q (3202.070000 sec): 3 clusters
  Score: Raw -1092567.610751 + Penalty 3041.513060 = -1089526.097691
  nChanged 13
		SP:Iteration 39Q (3202.270000 sec): 3 clusters
  Score: Raw -1092569.844305 + Penalty 3041.513060 = -1089528.331245
  nChanged 25
		SP:Iteration 40F (3202.500000 sec): 3 clusters
  Score: Raw -1092575.584622 + Penalty 3041.513060 = -1089534.071562
  nChanged 34
		SP:Iteration 41Q (3202.710000 sec): 3 clusters
  Score: Raw -1092582.029723 + Penalty 3041.513060 = -1089540.516663
  nChanged 27
		SP:Iteration 42Q (3202.930000 sec): 3 clusters
  Score: Raw -1092587.268051 + Penalty 3041.513060 = -1089545.754991
  nChanged 24
		SP:Iteration 43Q (3203.140000 sec): 3 clusters
  Score: Raw -1092590.522215 + Penalty 3041.513060 = -1089549.009155
  nChanged 18
		SP:Iteration 44Q (3203.340000 sec): 3 clusters
  Score: Raw -1092592.529544 + Penalty 3041.513060 = -1089551.016484
  nChanged 13
		SP:Iteration 45Q (3203.540000 sec): 3 clusters
  Score: Raw -1092593.959073 + Penalty 3041.513060 = -1089552.446013
  nChanged 10
		SP:Iteration 46Q (3203.730000 sec): 3 clusters
  Score: Raw -1092595.207399 + Penalty 3041.513060 = -1089553.694339
  nChanged 9
		SP:Iteration 47Q (3203.980000 sec): 3 clusters
  Score: Raw -1092596.329661 + Penalty 3041.513060 = -1089554.816601
  nChanged 11
		SP:Iteration 48Q (3204.170000 sec): 3 clusters
  Score: Raw -1092597.500949 + Penalty 3041.513060 = -1089555.987889
  nChanged 9
		SP:Iteration 49Q (3204.400000 sec): 3 clusters
  Score: Raw -1092598.552362 + Penalty 3041.513060 = -1089557.039302
  nChanged 6
		SP:Iteration 50Q (3204.630000 sec): 3 clusters
  Score: Raw -1092599.058169 + Penalty 3041.513060 = -1089557.545109
  nChanged 2
		SP:Iteration 51Q (3204.790000 sec): 3 clusters
  Score: Raw -1092599.252876 + Penalty 3041.513060 = -1089557.739816
  nChanged 4
		SP:Iteration 52Q (3205.010000 sec): 3 clusters
  Score: Raw -1092599.466700 + Penalty 3041.513060 = -1089557.953640
  nChanged 4
		SP:Iteration 53Q (3205.260000 sec): 3 clusters
  Score: Raw -1092599.882638 + Penalty 3041.513060 = -1089558.369578
  nChanged 3
		SP:Iteration 54Q (3205.450000 sec): 3 clusters
  Score: Raw -1092600.067283 + Penalty 3041.513060 = -1089558.554223
  nChanged 3
		SP:Iteration 55Q (3205.660000 sec): 3 clusters
  Score: Raw -1092600.326661 + Penalty 3041.513060 = -1089558.813601
  nChanged 4
		SP:Iteration 56Q (3205.870000 sec): 3 clusters
  Score: Raw -1092600.718325 + Penalty 3041.513060 = -1089559.205266
  nChanged 1
		SP:Iteration 57Q (3206.130000 sec): 3 clusters
  Score: Raw -1092600.863399 + Penalty 3041.513060 = -1089559.350339
  nChanged 2
		SP:Iteration 58Q (3206.320000 sec): 3 clusters
  Score: Raw -1092601.224290 + Penalty 3041.513060 = -1089559.711230
  nChanged 1
		SP:Iteration 59Q (3206.560000 sec): 3 clusters
  Score: Raw -1092601.272847 + Penalty 3041.513060 = -1089559.759787
  nChanged 0
		SP:Iteration 60F (3206.780000 sec): 3 clusters
  Score: Raw -1092601.272847 + Penalty 3041.513060 = -1089559.759787
  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 8.59 GB.

 Trying to split cluster 24 (36065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3207.030000 sec): 2 clusters
  Score: Raw -3756226.531601 + Penalty 1705.125199 = -3754521.406402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3207.390000 sec): 3 clusters
  Score: Raw -3733770.336655 + Penalty 3410.250397 = -3730360.086258
  nChanged 16663
		SP:Iteration 1F (3207.800000 sec): 3 clusters
  Score: Raw -3743185.751894 + Penalty 3410.250397 = -3739775.501497
  nChanged 2047
		SP:Iteration 2F (3208.130000 sec): 3 clusters
  Score: Raw -3744577.481043 + Penalty 3410.250397 = -3741167.230646
  nChanged 2665
		SP:Iteration 3F (3208.520000 sec): 3 clusters
  Score: Raw -3747534.462058 + Penalty 3410.250397 = -3744124.211661
  nChanged 3498
		SP:Iteration 4F (3208.850000 sec): 3 clusters
  Score: Raw -3751849.542156 + Penalty 3410.250397 = -3748439.291759
  nChanged 3750
		SP:Iteration 5F (3209.210000 sec): 3 clusters
  Score: Raw -3755820.270341 + Penalty 3410.250397 = -3752410.019944
  nChanged 2947
		SP:Iteration 6F (3209.580000 sec): 3 clusters
  Score: Raw -3757797.452739 + Penalty 3410.250397 = -3754387.202342
  nChanged 1834
		SP:Iteration 7F (3210.000000 sec): 3 clusters
  Score: Raw -3758744.653445 + Penalty 3410.250397 = -3755334.403047
  nChanged 1232
		SP:Iteration 8Q (3210.380000 sec): 3 clusters
  Score: Raw -3759445.809017 + Penalty 3410.250397 = -3756035.558620
  nChanged 1054
		SP:Iteration 9Q (3210.800000 sec): 3 clusters
  Score: Raw -3760218.012291 + Penalty 3410.250397 = -3756807.761894
  nChanged 1087
		SP:Iteration 10Q (3211.190000 sec): 3 clusters
  Score: Raw -3761210.473970 + Penalty 3410.250397 = -3757800.223573
  nChanged 1072
		SP:Iteration 11Q (3211.580000 sec): 3 clusters
  Score: Raw -3762383.623654 + Penalty 3410.250397 = -3758973.373257
  nChanged 963
		SP:Iteration 12Q (3211.990000 sec): 3 clusters
  Score: Raw -3763599.787166 + Penalty 3410.250397 = -3760189.536769
  nChanged 732
		SP:Iteration 13Q (3212.390000 sec): 3 clusters
  Score: Raw -3764708.472212 + Penalty 3410.250397 = -3761298.221815
  nChanged 505
		SP:Iteration 14Q (3212.780000 sec): 3 clusters
  Score: Raw -3765566.527934 + Penalty 3410.250397 = -3762156.277537
  nChanged 348
		SP:Iteration 15Q (3213.110000 sec): 3 clusters
  Score: Raw -3765969.203892 + Penalty 3410.250397 = -3762558.953495
  nChanged 224
		SP:Iteration 16Q (3213.430000 sec): 3 clusters
  Score: Raw -3766091.598218 + Penalty 3410.250397 = -3762681.347821
  nChanged 121
		SP:Iteration 17Q (3213.790000 sec): 3 clusters
  Score: Raw -3766131.720197 + Penalty 3410.250397 = -3762721.469800
  nChanged 76
		SP:Iteration 18Q (3214.110000 sec): 3 clusters
  Score: Raw -3766146.797161 + Penalty 3410.250397 = -3762736.546764
  nChanged 37
		SP:Iteration 19Q (3214.470000 sec): 3 clusters
  Score: Raw -3766150.920075 + Penalty 3410.250397 = -3762740.669678
  nChanged 19
		SP:Iteration 20F (3214.830000 sec): 3 clusters
  Score: Raw -3766152.674854 + Penalty 3410.250397 = -3762742.424457
  nChanged 9
		SP:Iteration 21Q (3215.130000 sec): 3 clusters
  Score: Raw -3766153.444293 + Penalty 3410.250397 = -3762743.193896
  nChanged 6
		SP:Iteration 22Q (3215.470000 sec): 3 clusters
  Score: Raw -3766153.832720 + Penalty 3410.250397 = -3762743.582323
  nChanged 2
		SP:Iteration 23Q (3215.820000 sec): 3 clusters
  Score: Raw -3766153.919096 + Penalty 3410.250397 = -3762743.668698
  nChanged 0
		SP:Iteration 24F (3216.140000 sec): 3 clusters
  Score: Raw -3766153.919096 + Penalty 3410.250397 = -3762743.668698
  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 8.59 GB.

 Trying to split cluster 25 (7836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3216.310000 sec): 2 clusters
  Score: Raw -788497.770918 + Penalty 1457.053614 = -787040.717304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3216.550000 sec): 3 clusters
  Score: Raw -784222.437929 + Penalty 2914.107228 = -781308.330701
  nChanged 3303
		SP:Iteration 1F (3216.750000 sec): 3 clusters
  Score: Raw -786670.146383 + Penalty 2914.107228 = -783756.039155
  nChanged 902
		SP:Iteration 2F (3216.960000 sec): 3 clusters
  Score: Raw -787768.309432 + Penalty 2914.107228 = -784854.202204
  nChanged 850
		SP:Iteration 3F (3217.190000 sec): 3 clusters
  Score: Raw -788902.189667 + Penalty 2914.107228 = -785988.082439
  nChanged 708
		SP:Iteration 4F (3217.390000 sec): 3 clusters
  Score: Raw -789873.146768 + Penalty 2914.107228 = -786959.039540
  nChanged 495
		SP:Iteration 5F (3217.590000 sec): 3 clusters
  Score: Raw -790648.216623 + Penalty 2914.107228 = -787734.109395
  nChanged 306
		SP:Iteration 6Q (3217.820000 sec): 3 clusters
  Score: Raw -791043.830535 + Penalty 2914.107228 = -788129.723307
  nChanged 212
		SP:Iteration 7Q (3218.070000 sec): 3 clusters
  Score: Raw -791342.884987 + Penalty 2914.107228 = -788428.777759
  nChanged 145
		SP:Iteration 8Q (3218.290000 sec): 3 clusters
  Score: Raw -791513.919133 + Penalty 2914.107228 = -788599.811904
  nChanged 102
		SP:Iteration 9Q (3218.550000 sec): 3 clusters
  Score: Raw -791605.813918 + Penalty 2914.107228 = -788691.706690
  nChanged 72
		SP:Iteration 10Q (3218.710000 sec): 3 clusters
  Score: Raw -791654.035006 + Penalty 2914.107228 = -788739.927778
  nChanged 54
		SP:Iteration 11Q (3218.940000 sec): 3 clusters
  Score: Raw -791682.218206 + Penalty 2914.107228 = -788768.110978
  nChanged 40
		SP:Iteration 12Q (3219.130000 sec): 3 clusters
  Score: Raw -791706.346596 + Penalty 2914.107228 = -788792.239368
  nChanged 51
		SP:Iteration 13Q (3219.340000 sec): 3 clusters
  Score: Raw -791743.898388 + Penalty 2914.107228 = -788829.791160
  nChanged 48
		SP:Iteration 14Q (3219.530000 sec): 3 clusters
  Score: Raw -791778.326682 + Penalty 2914.107228 = -788864.219454
  nChanged 46
		SP:Iteration 15Q (3219.750000 sec): 3 clusters
  Score: Raw -791807.310243 + Penalty 2914.107228 = -788893.203015
  nChanged 41
		SP:Iteration 16Q (3219.940000 sec): 3 clusters
  Score: Raw -791848.751217 + Penalty 2914.107228 = -788934.643989
  nChanged 61
		SP:Iteration 17Q (3220.140000 sec): 3 clusters
  Score: Raw -791952.391775 + Penalty 2914.107228 = -789038.284546
  nChanged 83
		SP:Iteration 18Q (3220.320000 sec): 3 clusters
  Score: Raw -792178.579063 + Penalty 2914.107228 = -789264.471835
  nChanged 115
		SP:Iteration 19Q (3220.510000 sec): 3 clusters
  Score: Raw -792499.097207 + Penalty 2914.107228 = -789584.989979
  nChanged 83
		SP:Iteration 20F (3220.700000 sec): 3 clusters
  Score: Raw -792603.272599 + Penalty 2914.107228 = -789689.165371
  nChanged 36
		SP:Iteration 21Q (3220.910000 sec): 3 clusters
  Score: Raw -792618.578778 + Penalty 2914.107228 = -789704.471550
  nChanged 12
		SP:Iteration 22Q (3221.150000 sec): 3 clusters
  Score: Raw -792621.279516 + Penalty 2914.107228 = -789707.172288
  nChanged 6
		SP:Iteration 23Q (3221.330000 sec): 3 clusters
  Score: Raw -792622.139371 + Penalty 2914.107228 = -789708.032143
  nChanged 3
		SP:Iteration 24Q (3221.550000 sec): 3 clusters
  Score: Raw -792622.453364 + Penalty 2914.107228 = -789708.346135
  nChanged 0
		SP:Iteration 25F (3221.770000 sec): 3 clusters
  Score: Raw -792622.453364 + Penalty 2914.107228 = -789708.346135
  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 8.59 GB.

 Trying to split cluster 26 (6449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3221.910000 sec): 2 clusters
  Score: Raw -591417.169957 + Penalty 1425.398058 = -589991.771899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3222.090000 sec): 3 clusters
  Score: Raw -587966.294860 + Penalty 2850.796117 = -585115.498744
  nChanged 2736
		SP:Iteration 1F (3222.310000 sec): 3 clusters
  Score: Raw -589655.442341 + Penalty 2850.796117 = -586804.646224
  nChanged 529
		SP:Iteration 2F (3222.540000 sec): 3 clusters
  Score: Raw -589984.255849 + Penalty 2850.796117 = -587133.459733
  nChanged 396
		SP:Iteration 3F (3222.720000 sec): 3 clusters
  Score: Raw -590225.302300 + Penalty 2850.796117 = -587374.506183
  nChanged 340
		SP:Iteration 4F (3222.920000 sec): 3 clusters
  Score: Raw -590429.928718 + Penalty 2850.796117 = -587579.132601
  nChanged 301
		SP:Iteration 5Q (3223.140000 sec): 3 clusters
  Score: Raw -590601.940528 + Penalty 2850.796117 = -587751.144411
  nChanged 247
		SP:Iteration 6Q (3223.330000 sec): 3 clusters
  Score: Raw -590740.520160 + Penalty 2850.796117 = -587889.724044
  nChanged 249
		SP:Iteration 7Q (3223.540000 sec): 3 clusters
  Score: Raw -590889.170351 + Penalty 2850.796117 = -588038.374234
  nChanged 209
		SP:Iteration 8Q (3223.760000 sec): 3 clusters
  Score: Raw -591010.345396 + Penalty 2850.796117 = -588159.549280
  nChanged 193
		SP:Iteration 9Q (3223.950000 sec): 3 clusters
  Score: Raw -591141.901374 + Penalty 2850.796117 = -588291.105257
  nChanged 196
		SP:Iteration 10Q (3224.130000 sec): 3 clusters
  Score: Raw -591277.074576 + Penalty 2850.796117 = -588426.278459
  nChanged 189
		SP:Iteration 11Q (3224.270000 sec): 3 clusters
  Score: Raw -591428.904718 + Penalty 2850.796117 = -588578.108601
  nChanged 184
		SP:Iteration 12Q (3224.480000 sec): 3 clusters
  Score: Raw -591581.767620 + Penalty 2850.796117 = -588730.971504
  nChanged 166
		SP:Iteration 13Q (3224.700000 sec): 3 clusters
  Score: Raw -591714.244585 + Penalty 2850.796117 = -588863.448469
  nChanged 169
		SP:Iteration 14Q (3224.920000 sec): 3 clusters
  Score: Raw -591851.423109 + Penalty 2850.796117 = -589000.626993
  nChanged 158
		SP:Iteration 15Q (3225.170000 sec): 3 clusters
  Score: Raw -591976.775934 + Penalty 2850.796117 = -589125.979817
  nChanged 145
		SP:Iteration 16Q (3225.390000 sec): 3 clusters
  Score: Raw -592056.738639 + Penalty 2850.796117 = -589205.942522
  nChanged 125
		SP:Iteration 17Q (3225.620000 sec): 3 clusters
  Score: Raw -592127.886689 + Penalty 2850.796117 = -589277.090572
  nChanged 111
		SP:Iteration 18Q (3225.840000 sec): 3 clusters
  Score: Raw -592177.751181 + Penalty 2850.796117 = -589326.955065
  nChanged 106
		SP:Iteration 19Q (3226.060000 sec): 3 clusters
  Score: Raw -592225.873052 + Penalty 2850.796117 = -589375.076935
  nChanged 106
		SP:Iteration 20F (3226.310000 sec): 3 clusters
  Score: Raw -592270.190160 + Penalty 2850.796117 = -589419.394043
  nChanged 90
		SP:Iteration 21Q (3226.580000 sec): 3 clusters
  Score: Raw -592305.283414 + Penalty 2850.796117 = -589454.487298
  nChanged 90
		SP:Iteration 22Q (3226.750000 sec): 3 clusters
  Score: Raw -592340.556262 + Penalty 2850.796117 = -589489.760146
  nChanged 74
		SP:Iteration 23Q (3226.950000 sec): 3 clusters
  Score: Raw -592368.948543 + Penalty 2850.796117 = -589518.152426
  nChanged 69
		SP:Iteration 24Q (3227.160000 sec): 3 clusters
  Score: Raw -592395.322917 + Penalty 2850.796117 = -589544.526801
  nChanged 74
		SP:Iteration 25Q (3227.360000 sec): 3 clusters
  Score: Raw -592427.126474 + Penalty 2850.796117 = -589576.330357
  nChanged 66
		SP:Iteration 26Q (3227.550000 sec): 3 clusters
  Score: Raw -592451.932586 + Penalty 2850.796117 = -589601.136469
  nChanged 69
		SP:Iteration 27Q (3227.720000 sec): 3 clusters
  Score: Raw -592479.444184 + Penalty 2850.796117 = -589628.648068
  nChanged 49
		SP:Iteration 28Q (3227.850000 sec): 3 clusters
  Score: Raw -592499.637751 + Penalty 2850.796117 = -589648.841635
  nChanged 58
		SP:Iteration 29Q (3228.040000 sec): 3 clusters
  Score: Raw -592521.529948 + Penalty 2850.796117 = -589670.733831
  nChanged 51
		SP:Iteration 30Q (3228.290000 sec): 3 clusters
  Score: Raw -592538.207685 + Penalty 2850.796117 = -589687.411569
  nChanged 41
		SP:Iteration 31Q (3228.500000 sec): 3 clusters
  Score: Raw -592549.973716 + Penalty 2850.796117 = -589699.177599
  nChanged 30
		SP:Iteration 32Q (3228.710000 sec): 3 clusters
  Score: Raw -592560.280137 + Penalty 2850.796117 = -589709.484020
  nChanged 30
		SP:Iteration 33Q (3228.920000 sec): 3 clusters
  Score: Raw -592571.463784 + Penalty 2850.796117 = -589720.667667
  nChanged 26
		SP:Iteration 34Q (3229.130000 sec): 3 clusters
  Score: Raw -592578.262841 + Penalty 2850.796117 = -589727.466725
  nChanged 24
		SP:Iteration 35Q (3229.290000 sec): 3 clusters
  Score: Raw -592582.681455 + Penalty 2850.796117 = -589731.885338
  nChanged 13
		SP:Iteration 36Q (3229.490000 sec): 3 clusters
  Score: Raw -592585.890251 + Penalty 2850.796117 = -589735.094135
  nChanged 14
		SP:Iteration 37Q (3229.700000 sec): 3 clusters
  Score: Raw -592588.463622 + Penalty 2850.796117 = -589737.667506
  nChanged 7
		SP:Iteration 38Q (3229.900000 sec): 3 clusters
  Score: Raw -592590.016403 + Penalty 2850.796117 = -589739.220286
  nChanged 5
		SP:Iteration 39Q (3230.080000 sec): 3 clusters
  Score: Raw -592590.938712 + Penalty 2850.796117 = -589740.142595
  nChanged 2
		SP:Iteration 40F (3230.310000 sec): 3 clusters
  Score: Raw -592591.361463 + Penalty 2850.796117 = -589740.565347
  nChanged 4
		SP:Iteration 41Q (3230.490000 sec): 3 clusters
  Score: Raw -592592.514158 + Penalty 2850.796117 = -589741.718042
  nChanged 5
		SP:Iteration 42Q (3230.730000 sec): 3 clusters
  Score: Raw -592593.324084 + Penalty 2850.796117 = -589742.527968
  nChanged 1
		SP:Iteration 43Q (3230.950000 sec): 3 clusters
  Score: Raw -592593.450878 + Penalty 2850.796117 = -589742.654761
  nChanged 3
		SP:Iteration 44Q (3231.150000 sec): 3 clusters
  Score: Raw -592594.030603 + Penalty 2850.796117 = -589743.234486
  nChanged 2
		SP:Iteration 45Q (3231.350000 sec): 3 clusters
  Score: Raw -592594.478199 + Penalty 2850.796117 = -589743.682082
  nChanged 3
		SP:Iteration 46Q (3231.550000 sec): 3 clusters
  Score: Raw -592594.851216 + Penalty 2850.796117 = -589744.055099
  nChanged 0
		SP:Iteration 47F (3231.770000 sec): 3 clusters
  Score: Raw -592594.851216 + Penalty 2850.796117 = -589744.055099
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 27 (6899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3231.860000 sec): 2 clusters
  Score: Raw -707591.892771 + Penalty 1436.358910 = -706155.533861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3232.110000 sec): 3 clusters
  Score: Raw -703868.984941 + Penalty 2872.717820 = -700996.267121
  nChanged 2907
		SP:Iteration 1F (3232.350000 sec): 3 clusters
  Score: Raw -705521.578902 + Penalty 2872.717820 = -702648.861082
  nChanged 498
		SP:Iteration 2F (3232.510000 sec): 3 clusters
  Score: Raw -705824.036826 + Penalty 2872.717820 = -702951.319007
  nChanged 441
		SP:Iteration 3F (3232.690000 sec): 3 clusters
  Score: Raw -706178.904937 + Penalty 2872.717820 = -703306.187117
  nChanged 438
		SP:Iteration 4F (3232.910000 sec): 3 clusters
  Score: Raw -706726.463177 + Penalty 2872.717820 = -703853.745357
  nChanged 488
		SP:Iteration 5F (3233.090000 sec): 3 clusters
  Score: Raw -707516.296768 + Penalty 2872.717820 = -704643.578949
  nChanged 491
		SP:Iteration 6F (3233.320000 sec): 3 clusters
  Score: Raw -708193.057226 + Penalty 2872.717820 = -705320.339407
  nChanged 466
		SP:Iteration 7F (3233.610000 sec): 3 clusters
  Score: Raw -708626.453410 + Penalty 2872.717820 = -705753.735591
  nChanged 327
		SP:Iteration 8Q (3233.820000 sec): 3 clusters
  Score: Raw -708895.595162 + Penalty 2872.717820 = -706022.877343
  nChanged 224
		SP:Iteration 9Q (3234.070000 sec): 3 clusters
  Score: Raw -709070.169258 + Penalty 2872.717820 = -706197.451439
  nChanged 190
		SP:Iteration 10Q (3234.270000 sec): 3 clusters
  Score: Raw -709195.560121 + Penalty 2872.717820 = -706322.842302
  nChanged 139
		SP:Iteration 11Q (3234.520000 sec): 3 clusters
  Score: Raw -709280.980153 + Penalty 2872.717820 = -706408.262334
  nChanged 114
		SP:Iteration 12Q (3234.770000 sec): 3 clusters
  Score: Raw -709342.851140 + Penalty 2872.717820 = -706470.133320
  nChanged 91
		SP:Iteration 13Q (3234.950000 sec): 3 clusters
  Score: Raw -709389.657247 + Penalty 2872.717820 = -706516.939427
  nChanged 87
		SP:Iteration 14Q (3235.190000 sec): 3 clusters
  Score: Raw -709430.460141 + Penalty 2872.717820 = -706557.742321
  nChanged 78
		SP:Iteration 15Q (3235.400000 sec): 3 clusters
  Score: Raw -709463.135810 + Penalty 2872.717820 = -706590.417990
  nChanged 63
		SP:Iteration 16Q (3235.610000 sec): 3 clusters
  Score: Raw -709484.685572 + Penalty 2872.717820 = -706611.967752
  nChanged 38
		SP:Iteration 17Q (3235.830000 sec): 3 clusters
  Score: Raw -709498.837431 + Penalty 2872.717820 = -706626.119612
  nChanged 39
		SP:Iteration 18Q (3236.010000 sec): 3 clusters
  Score: Raw -709512.507849 + Penalty 2872.717820 = -706639.790030
  nChanged 33
		SP:Iteration 19Q (3236.140000 sec): 3 clusters
  Score: Raw -709525.639027 + Penalty 2872.717820 = -706652.921208
  nChanged 35
		SP:Iteration 20F (3236.310000 sec): 3 clusters
  Score: Raw -709538.014337 + Penalty 2872.717820 = -706665.296518
  nChanged 29
		SP:Iteration 21Q (3236.530000 sec): 3 clusters
  Score: Raw -709547.270688 + Penalty 2872.717820 = -706674.552868
  nChanged 25
		SP:Iteration 22Q (3236.710000 sec): 3 clusters
  Score: Raw -709556.994755 + Penalty 2872.717820 = -706684.276935
  nChanged 18
		SP:Iteration 23Q (3236.940000 sec): 3 clusters
  Score: Raw -709564.479770 + Penalty 2872.717820 = -706691.761950
  nChanged 20
		SP:Iteration 24Q (3237.090000 sec): 3 clusters
  Score: Raw -709576.956565 + Penalty 2872.717820 = -706704.238745
  nChanged 28
		SP:Iteration 25Q (3237.260000 sec): 3 clusters
  Score: Raw -709592.977839 + Penalty 2872.717820 = -706720.260019
  nChanged 20
		SP:Iteration 26Q (3237.430000 sec): 3 clusters
  Score: Raw -709606.814565 + Penalty 2872.717820 = -706734.096745
  nChanged 35
		SP:Iteration 27Q (3237.600000 sec): 3 clusters
  Score: Raw -709623.506407 + Penalty 2872.717820 = -706750.788587
  nChanged 33
		SP:Iteration 28Q (3237.770000 sec): 3 clusters
  Score: Raw -709636.727089 + Penalty 2872.717820 = -706764.009269
  nChanged 26
		SP:Iteration 29Q (3237.990000 sec): 3 clusters
  Score: Raw -709650.789242 + Penalty 2872.717820 = -706778.071422
  nChanged 28
		SP:Iteration 30Q (3238.140000 sec): 3 clusters
  Score: Raw -709663.140701 + Penalty 2872.717820 = -706790.422882
  nChanged 28
		SP:Iteration 31Q (3238.390000 sec): 3 clusters
  Score: Raw -709680.348173 + Penalty 2872.717820 = -706807.630353
  nChanged 29
		SP:Iteration 32Q (3238.490000 sec): 3 clusters
  Score: Raw -709694.792675 + Penalty 2872.717820 = -706822.074855
  nChanged 28
		SP:Iteration 33Q (3238.680000 sec): 3 clusters
  Score: Raw -709709.206261 + Penalty 2872.717820 = -706836.488441
  nChanged 40
		SP:Iteration 34Q (3238.850000 sec): 3 clusters
  Score: Raw -709722.554219 + Penalty 2872.717820 = -706849.836400
  nChanged 26
		SP:Iteration 35Q (3239.030000 sec): 3 clusters
  Score: Raw -709731.872426 + Penalty 2872.717820 = -706859.154606
  nChanged 28
		SP:Iteration 36Q (3239.220000 sec): 3 clusters
  Score: Raw -709741.690165 + Penalty 2872.717820 = -706868.972346
  nChanged 30
		SP:Iteration 37Q (3239.350000 sec): 3 clusters
  Score: Raw -709751.399460 + Penalty 2872.717820 = -706878.681641
  nChanged 15
		SP:Iteration 38Q (3239.540000 sec): 3 clusters
  Score: Raw -709755.365068 + Penalty 2872.717820 = -706882.647248
  nChanged 10
		SP:Iteration 39Q (3239.720000 sec): 3 clusters
  Score: Raw -709758.054309 + Penalty 2872.717820 = -706885.336490
  nChanged 10
		SP:Iteration 40F (3239.960000 sec): 3 clusters
  Score: Raw -709761.750037 + Penalty 2872.717820 = -706889.032217
  nChanged 9
		SP:Iteration 41Q (3240.150000 sec): 3 clusters
  Score: Raw -709765.544831 + Penalty 2872.717820 = -706892.827011
  nChanged 11
		SP:Iteration 42Q (3240.390000 sec): 3 clusters
  Score: Raw -709769.139133 + Penalty 2872.717820 = -706896.421313
  nChanged 8
		SP:Iteration 43Q (3240.630000 sec): 3 clusters
  Score: Raw -709771.406322 + Penalty 2872.717820 = -706898.688503
  nChanged 5
		SP:Iteration 44Q (3240.900000 sec): 3 clusters
  Score: Raw -709773.005604 + Penalty 2872.717820 = -706900.287785
  nChanged 7
		SP:Iteration 45Q (3241.100000 sec): 3 clusters
  Score: Raw -709774.904960 + Penalty 2872.717820 = -706902.187140
  nChanged 6
		SP:Iteration 46Q (3241.280000 sec): 3 clusters
  Score: Raw -709776.189460 + Penalty 2872.717820 = -706903.471641
  nChanged 4
		SP:Iteration 47Q (3241.480000 sec): 3 clusters
  Score: Raw -709776.492548 + Penalty 2872.717820 = -706903.774728
  nChanged 1
		SP:Iteration 48Q (3241.640000 sec): 3 clusters
  Score: Raw -709776.688388 + Penalty 2872.717820 = -706903.970569
  nChanged 1
		SP:Iteration 49Q (3241.840000 sec): 3 clusters
  Score: Raw -709776.839161 + Penalty 2872.717820 = -706904.121341
  nChanged 0
		SP:Iteration 50F (3242.010000 sec): 3 clusters
  Score: Raw -709776.839161 + Penalty 2872.717820 = -706904.121341
  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 8.59 GB.

 Trying to split cluster 28 (23959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3242.230000 sec): 2 clusters
  Score: Raw -2426834.483113 + Penalty 1638.666139 = -2425195.816974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3242.500000 sec): 3 clusters
  Score: Raw -2412384.848784 + Penalty 3277.332277 = -2409107.516507
  nChanged 10788
		SP:Iteration 1F (3242.770000 sec): 3 clusters
  Score: Raw -2418928.469943 + Penalty 3277.332277 = -2415651.137665
  nChanged 1883
		SP:Iteration 2F (3243.090000 sec): 3 clusters
  Score: Raw -2420343.163529 + Penalty 3277.332277 = -2417065.831252
  nChanged 2169
		SP:Iteration 3F (3243.380000 sec): 3 clusters
  Score: Raw -2422318.787562 + Penalty 3277.332277 = -2419041.455284
  nChanged 2067
		SP:Iteration 4F (3243.670000 sec): 3 clusters
  Score: Raw -2424241.654737 + Penalty 3277.332277 = -2420964.322460
  nChanged 1656
		SP:Iteration 5F (3243.960000 sec): 3 clusters
  Score: Raw -2425476.454305 + Penalty 3277.332277 = -2422199.122028
  nChanged 1140
		SP:Iteration 6Q (3244.260000 sec): 3 clusters
  Score: Raw -2426170.777048 + Penalty 3277.332277 = -2422893.444771
  nChanged 760
		SP:Iteration 7Q (3244.560000 sec): 3 clusters
  Score: Raw -2426529.559093 + Penalty 3277.332277 = -2423252.226816
  nChanged 472
		SP:Iteration 8Q (3244.890000 sec): 3 clusters
  Score: Raw -2426684.766117 + Penalty 3277.332277 = -2423407.433840
  nChanged 341
		SP:Iteration 9Q (3245.150000 sec): 3 clusters
  Score: Raw -2426779.520683 + Penalty 3277.332277 = -2423502.188405
  nChanged 246
		SP:Iteration 10Q (3245.440000 sec): 3 clusters
  Score: Raw -2426839.675370 + Penalty 3277.332277 = -2423562.343092
  nChanged 203
		SP:Iteration 11Q (3245.710000 sec): 3 clusters
  Score: Raw -2426882.698191 + Penalty 3277.332277 = -2423605.365913
  nChanged 141
		SP:Iteration 12Q (3246.000000 sec): 3 clusters
  Score: Raw -2426910.532808 + Penalty 3277.332277 = -2423633.200531
  nChanged 125
		SP:Iteration 13Q (3246.320000 sec): 3 clusters
  Score: Raw -2426933.969026 + Penalty 3277.332277 = -2423656.636749
  nChanged 106
		SP:Iteration 14Q (3246.640000 sec): 3 clusters
  Score: Raw -2426952.102076 + Penalty 3277.332277 = -2423674.769799
  nChanged 97
		SP:Iteration 15Q (3246.910000 sec): 3 clusters
  Score: Raw -2426972.384043 + Penalty 3277.332277 = -2423695.051765
  nChanged 106
		SP:Iteration 16Q (3247.210000 sec): 3 clusters
  Score: Raw -2426992.255946 + Penalty 3277.332277 = -2423714.923668
  nChanged 100
		SP:Iteration 17Q (3247.540000 sec): 3 clusters
  Score: Raw -2427012.563465 + Penalty 3277.332277 = -2423735.231187
  nChanged 106
		SP:Iteration 18Q (3247.830000 sec): 3 clusters
  Score: Raw -2427039.367269 + Penalty 3277.332277 = -2423762.034991
  nChanged 126
		SP:Iteration 19Q (3248.130000 sec): 3 clusters
  Score: Raw -2427069.086430 + Penalty 3277.332277 = -2423791.754152
  nChanged 120
		SP:Iteration 20F (3248.450000 sec): 3 clusters
  Score: Raw -2427099.125671 + Penalty 3277.332277 = -2423821.793393
  nChanged 117
		SP:Iteration 21Q (3248.710000 sec): 3 clusters
  Score: Raw -2427129.103861 + Penalty 3277.332277 = -2423851.771583
  nChanged 94
		SP:Iteration 22Q (3248.980000 sec): 3 clusters
  Score: Raw -2427155.304629 + Penalty 3277.332277 = -2423877.972352
  nChanged 96
		SP:Iteration 23Q (3249.250000 sec): 3 clusters
  Score: Raw -2427180.655573 + Penalty 3277.332277 = -2423903.323296
  nChanged 100
		SP:Iteration 24Q (3249.540000 sec): 3 clusters
  Score: Raw -2427205.699958 + Penalty 3277.332277 = -2423928.367681
  nChanged 99
		SP:Iteration 25Q (3249.840000 sec): 3 clusters
  Score: Raw -2427228.437037 + Penalty 3277.332277 = -2423951.104760
  nChanged 99
		SP:Iteration 26Q (3250.130000 sec): 3 clusters
  Score: Raw -2427258.304549 + Penalty 3277.332277 = -2423980.972271
  nChanged 133
		SP:Iteration 27Q (3250.400000 sec): 3 clusters
  Score: Raw -2427298.906837 + Penalty 3277.332277 = -2424021.574560
  nChanged 145
		SP:Iteration 28Q (3250.700000 sec): 3 clusters
  Score: Raw -2427347.763305 + Penalty 3277.332277 = -2424070.431028
  nChanged 164
		SP:Iteration 29Q (3251.020000 sec): 3 clusters
  Score: Raw -2427410.204853 + Penalty 3277.332277 = -2424132.872575
  nChanged 182
		SP:Iteration 30Q (3251.340000 sec): 3 clusters
  Score: Raw -2427473.775241 + Penalty 3277.332277 = -2424196.442964
  nChanged 168
		SP:Iteration 31Q (3251.620000 sec): 3 clusters
  Score: Raw -2427537.834021 + Penalty 3277.332277 = -2424260.501744
  nChanged 165
		SP:Iteration 32Q (3251.880000 sec): 3 clusters
  Score: Raw -2427605.116876 + Penalty 3277.332277 = -2424327.784599
  nChanged 164
		SP:Iteration 33Q (3252.180000 sec): 3 clusters
  Score: Raw -2427673.073755 + Penalty 3277.332277 = -2424395.741478
  nChanged 148
		SP:Iteration 34Q (3252.480000 sec): 3 clusters
  Score: Raw -2427726.657267 + Penalty 3277.332277 = -2424449.324989
  nChanged 147
		SP:Iteration 35Q (3252.840000 sec): 3 clusters
  Score: Raw -2427790.363124 + Penalty 3277.332277 = -2424513.030847
  nChanged 147
		SP:Iteration 36Q (3253.170000 sec): 3 clusters
  Score: Raw -2427860.652101 + Penalty 3277.332277 = -2424583.319824
  nChanged 130
		SP:Iteration 37Q (3253.540000 sec): 3 clusters
  Score: Raw -2427919.379758 + Penalty 3277.332277 = -2424642.047481
  nChanged 114
		SP:Iteration 38Q (3253.800000 sec): 3 clusters
  Score: Raw -2427971.947029 + Penalty 3277.332277 = -2424694.614752
  nChanged 105
		SP:Iteration 39Q (3254.150000 sec): 3 clusters
  Score: Raw -2428019.131964 + Penalty 3277.332277 = -2424741.799686
  nChanged 112
		SP:Iteration 40F (3254.400000 sec): 3 clusters
  Score: Raw -2428072.426933 + Penalty 3277.332277 = -2424795.094655
  nChanged 102
		SP:Iteration 41Q (3254.680000 sec): 3 clusters
  Score: Raw -2428124.976633 + Penalty 3277.332277 = -2424847.644355
  nChanged 99
		SP:Iteration 42Q (3254.970000 sec): 3 clusters
  Score: Raw -2428179.093392 + Penalty 3277.332277 = -2424901.761114
  nChanged 98
		SP:Iteration 43Q (3255.260000 sec): 3 clusters
  Score: Raw -2428241.640116 + Penalty 3277.332277 = -2424964.307839
  nChanged 85
		SP:Iteration 44Q (3255.490000 sec): 3 clusters
  Score: Raw -2428294.252464 + Penalty 3277.332277 = -2425016.920186
  nChanged 67
		SP:Iteration 45Q (3255.800000 sec): 3 clusters
  Score: Raw -2428348.074709 + Penalty 3277.332277 = -2425070.742432
  nChanged 80
		SP:Iteration 46Q (3256.070000 sec): 3 clusters
  Score: Raw -2428443.009336 + Penalty 3277.332277 = -2425165.677059
  nChanged 96
		SP:Iteration 47Q (3256.400000 sec): 3 clusters
  Score: Raw -2428549.763331 + Penalty 3277.332277 = -2425272.431054
  nChanged 102
		SP:Iteration 48Q (3256.690000 sec): 3 clusters
  Score: Raw -2428618.798421 + Penalty 3277.332277 = -2425341.466143
  nChanged 64
		SP:Iteration 49Q (3256.980000 sec): 3 clusters
  Score: Raw -2428646.195653 + Penalty 3277.332277 = -2425368.863375
  nChanged 49
		SP:Iteration 50Q (3257.250000 sec): 3 clusters
  Score: Raw -2428662.776858 + Penalty 3277.332277 = -2425385.444580
  nChanged 26
		SP:Iteration 51Q (3257.520000 sec): 3 clusters
  Score: Raw -2428669.510868 + Penalty 3277.332277 = -2425392.178590
  nChanged 12
		SP:Iteration 52Q (3257.830000 sec): 3 clusters
  Score: Raw -2428673.968656 + Penalty 3277.332277 = -2425396.636379
  nChanged 12
		SP:Iteration 53Q (3258.120000 sec): 3 clusters
  Score: Raw -2428676.362390 + Penalty 3277.332277 = -2425399.030113
  nChanged 6
		SP:Iteration 54Q (3258.360000 sec): 3 clusters
  Score: Raw -2428677.556280 + Penalty 3277.332277 = -2425400.224003
  nChanged 3
		SP:Iteration 55Q (3258.670000 sec): 3 clusters
  Score: Raw -2428677.957192 + Penalty 3277.332277 = -2425400.624915
  nChanged 3
		SP:Iteration 56Q (3258.960000 sec): 3 clusters
  Score: Raw -2428678.218614 + Penalty 3277.332277 = -2425400.886337
  nChanged 2
		SP:Iteration 57Q (3259.280000 sec): 3 clusters
  Score: Raw -2428678.531145 + Penalty 3277.332277 = -2425401.198867
  nChanged 2
		SP:Iteration 58Q (3259.580000 sec): 3 clusters
  Score: Raw -2428678.948959 + Penalty 3277.332277 = -2425401.616681
  nChanged 0
		SP:Iteration 59F (3259.880000 sec): 3 clusters
  Score: Raw -2428678.948959 + Penalty 3277.332277 = -2425401.616681
  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 8.59 GB.

 Trying to split cluster 29 (10047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3260.000000 sec): 2 clusters
  Score: Raw -1020245.729151 + Penalty 1497.442271 = -1018748.286879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3260.250000 sec): 3 clusters
  Score: Raw -1014509.216116 + Penalty 2994.884542 = -1011514.331574
  nChanged 4414
		SP:Iteration 1F (3260.470000 sec): 3 clusters
  Score: Raw -1017018.192909 + Penalty 2994.884542 = -1014023.308366
  nChanged 716
		SP:Iteration 2F (3260.710000 sec): 3 clusters
  Score: Raw -1017435.339055 + Penalty 2994.884542 = -1014440.454513
  nChanged 625
		SP:Iteration 3F (3260.920000 sec): 3 clusters
  Score: Raw -1017868.326584 + Penalty 2994.884542 = -1014873.442041
  nChanged 674
		SP:Iteration 4F (3261.120000 sec): 3 clusters
  Score: Raw -1018405.426336 + Penalty 2994.884542 = -1015410.541794
  nChanged 755
		SP:Iteration 5F (3261.340000 sec): 3 clusters
  Score: Raw -1019129.273598 + Penalty 2994.884542 = -1016134.389055
  nChanged 797
		SP:Iteration 6F (3261.550000 sec): 3 clusters
  Score: Raw -1019908.733373 + Penalty 2994.884542 = -1016913.848831
  nChanged 700
		SP:Iteration 7F (3261.770000 sec): 3 clusters
  Score: Raw -1020529.504847 + Penalty 2994.884542 = -1017534.620305
  nChanged 531
		SP:Iteration 8F (3262.030000 sec): 3 clusters
  Score: Raw -1020914.000749 + Penalty 2994.884542 = -1017919.116206
  nChanged 363
		SP:Iteration 9Q (3262.270000 sec): 3 clusters
  Score: Raw -1021167.552591 + Penalty 2994.884542 = -1018172.668049
  nChanged 298
		SP:Iteration 10Q (3262.520000 sec): 3 clusters
  Score: Raw -1021318.478965 + Penalty 2994.884542 = -1018323.594423
  nChanged 222
		SP:Iteration 11Q (3262.730000 sec): 3 clusters
  Score: Raw -1021410.107600 + Penalty 2994.884542 = -1018415.223058
  nChanged 173
		SP:Iteration 12Q (3262.990000 sec): 3 clusters
  Score: Raw -1021469.227274 + Penalty 2994.884542 = -1018474.342731
  nChanged 119
		SP:Iteration 13Q (3263.260000 sec): 3 clusters
  Score: Raw -1021503.385970 + Penalty 2994.884542 = -1018508.501427
  nChanged 93
		SP:Iteration 14Q (3263.520000 sec): 3 clusters
  Score: Raw -1021530.799261 + Penalty 2994.884542 = -1018535.914718
  nChanged 106
		SP:Iteration 15Q (3263.720000 sec): 3 clusters
  Score: Raw -1021558.673880 + Penalty 2994.884542 = -1018563.789338
  nChanged 78
		SP:Iteration 16Q (3263.980000 sec): 3 clusters
  Score: Raw -1021576.402692 + Penalty 2994.884542 = -1018581.518150
  nChanged 68
		SP:Iteration 17Q (3264.200000 sec): 3 clusters
  Score: Raw -1021591.752457 + Penalty 2994.884542 = -1018596.867914
  nChanged 68
		SP:Iteration 18Q (3264.450000 sec): 3 clusters
  Score: Raw -1021605.831852 + Penalty 2994.884542 = -1018610.947310
  nChanged 59
		SP:Iteration 19Q (3264.660000 sec): 3 clusters
  Score: Raw -1021616.251471 + Penalty 2994.884542 = -1018621.366928
  nChanged 54
		SP:Iteration 20F (3264.890000 sec): 3 clusters
  Score: Raw -1021626.936277 + Penalty 2994.884542 = -1018632.051734
  nChanged 52
		SP:Iteration 21Q (3265.050000 sec): 3 clusters
  Score: Raw -1021636.022068 + Penalty 2994.884542 = -1018641.137526
  nChanged 40
		SP:Iteration 22Q (3265.250000 sec): 3 clusters
  Score: Raw -1021642.936443 + Penalty 2994.884542 = -1018648.051900
  nChanged 30
		SP:Iteration 23Q (3265.480000 sec): 3 clusters
  Score: Raw -1021648.010861 + Penalty 2994.884542 = -1018653.126318
  nChanged 31
		SP:Iteration 24Q (3265.720000 sec): 3 clusters
  Score: Raw -1021652.836734 + Penalty 2994.884542 = -1018657.952192
  nChanged 30
		SP:Iteration 25Q (3265.970000 sec): 3 clusters
  Score: Raw -1021657.887265 + Penalty 2994.884542 = -1018663.002722
  nChanged 26
		SP:Iteration 26Q (3266.190000 sec): 3 clusters
  Score: Raw -1021662.787600 + Penalty 2994.884542 = -1018667.903058
  nChanged 25
		SP:Iteration 27Q (3266.350000 sec): 3 clusters
  Score: Raw -1021666.878799 + Penalty 2994.884542 = -1018671.994257
  nChanged 25
		SP:Iteration 28Q (3266.560000 sec): 3 clusters
  Score: Raw -1021671.155411 + Penalty 2994.884542 = -1018676.270869
  nChanged 29
		SP:Iteration 29Q (3266.810000 sec): 3 clusters
  Score: Raw -1021675.928413 + Penalty 2994.884542 = -1018681.043870
  nChanged 25
		SP:Iteration 30Q (3267.010000 sec): 3 clusters
  Score: Raw -1021680.060154 + Penalty 2994.884542 = -1018685.175612
  nChanged 17
		SP:Iteration 31Q (3267.190000 sec): 3 clusters
  Score: Raw -1021682.100296 + Penalty 2994.884542 = -1018687.215753
  nChanged 16
		SP:Iteration 32Q (3267.440000 sec): 3 clusters
  Score: Raw -1021684.144015 + Penalty 2994.884542 = -1018689.259472
  nChanged 16
		SP:Iteration 33Q (3267.650000 sec): 3 clusters
  Score: Raw -1021686.447527 + Penalty 2994.884542 = -1018691.562984
  nChanged 19
		SP:Iteration 34Q (3267.890000 sec): 3 clusters
  Score: Raw -1021689.193963 + Penalty 2994.884542 = -1018694.309421
  nChanged 14
		SP:Iteration 35Q (3268.100000 sec): 3 clusters
  Score: Raw -1021691.673805 + Penalty 2994.884542 = -1018696.789263
  nChanged 20
		SP:Iteration 36Q (3268.330000 sec): 3 clusters
  Score: Raw -1021693.949494 + Penalty 2994.884542 = -1018699.064951
  nChanged 8
		SP:Iteration 37Q (3268.520000 sec): 3 clusters
  Score: Raw -1021694.880957 + Penalty 2994.884542 = -1018699.996414
  nChanged 5
		SP:Iteration 38Q (3268.750000 sec): 3 clusters
  Score: Raw -1021695.467067 + Penalty 2994.884542 = -1018700.582524
  nChanged 5
		SP:Iteration 39Q (3268.990000 sec): 3 clusters
  Score: Raw -1021696.108798 + Penalty 2994.884542 = -1018701.224256
  nChanged 4
		SP:Iteration 40F (3269.170000 sec): 3 clusters
  Score: Raw -1021696.612305 + Penalty 2994.884542 = -1018701.727762
  nChanged 3
		SP:Iteration 41Q (3269.370000 sec): 3 clusters
  Score: Raw -1021697.021439 + Penalty 2994.884542 = -1018702.136897
  nChanged 5
		SP:Iteration 42Q (3269.530000 sec): 3 clusters
  Score: Raw -1021697.534118 + Penalty 2994.884542 = -1018702.649576
  nChanged 4
		SP:Iteration 43Q (3269.740000 sec): 3 clusters
  Score: Raw -1021697.887642 + Penalty 2994.884542 = -1018703.003100
  nChanged 3
		SP:Iteration 44Q (3269.950000 sec): 3 clusters
  Score: Raw -1021698.106768 + Penalty 2994.884542 = -1018703.222226
  nChanged 1
		SP:Iteration 45Q (3270.130000 sec): 3 clusters
  Score: Raw -1021698.200195 + Penalty 2994.884542 = -1018703.315653
  nChanged 3
		SP:Iteration 46Q (3270.350000 sec): 3 clusters
  Score: Raw -1021698.705685 + Penalty 2994.884542 = -1018703.821143
  nChanged 1
		SP:Iteration 47Q (3270.510000 sec): 3 clusters
  Score: Raw -1021698.833687 + Penalty 2994.884542 = -1018703.949145
  nChanged 1
		SP:Iteration 48Q (3270.700000 sec): 3 clusters
  Score: Raw -1021698.934361 + Penalty 2994.884542 = -1018704.049819
  nChanged 0
		SP:Iteration 49F (3270.950000 sec): 3 clusters
  Score: Raw -1021698.934361 + Penalty 2994.884542 = -1018704.049819
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 30 (9694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3271.080000 sec): 2 clusters
  Score: Raw -1015614.160715 + Penalty 1491.630143 = -1014122.530572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3271.320000 sec): 3 clusters
  Score: Raw -1010195.381184 + Penalty 2983.260285 = -1007212.120899
  nChanged 4152
		SP:Iteration 1F (3271.540000 sec): 3 clusters
  Score: Raw -1012976.430172 + Penalty 2983.260285 = -1009993.169887
  nChanged 1004
		SP:Iteration 2F (3271.780000 sec): 3 clusters
  Score: Raw -1014156.128134 + Penalty 2983.260285 = -1011172.867849
  nChanged 1053
		SP:Iteration 3F (3271.970000 sec): 3 clusters
  Score: Raw -1015460.460829 + Penalty 2983.260285 = -1012477.200544
  nChanged 849
		SP:Iteration 4F (3272.210000 sec): 3 clusters
  Score: Raw -1016386.505048 + Penalty 2983.260285 = -1013403.244763
  nChanged 608
		SP:Iteration 5F (3272.440000 sec): 3 clusters
  Score: Raw -1016987.023094 + Penalty 2983.260285 = -1014003.762809
  nChanged 370
		SP:Iteration 6Q (3272.630000 sec): 3 clusters
  Score: Raw -1017217.971067 + Penalty 2983.260285 = -1014234.710781
  nChanged 225
		SP:Iteration 7Q (3272.810000 sec): 3 clusters
  Score: Raw -1017322.413613 + Penalty 2983.260285 = -1014339.153328
  nChanged 137
		SP:Iteration 8Q (3273.000000 sec): 3 clusters
  Score: Raw -1017376.790473 + Penalty 2983.260285 = -1014393.530187
  nChanged 85
		SP:Iteration 9Q (3273.210000 sec): 3 clusters
  Score: Raw -1017414.103548 + Penalty 2983.260285 = -1014430.843263
  nChanged 68
		SP:Iteration 10Q (3273.420000 sec): 3 clusters
  Score: Raw -1017437.945430 + Penalty 2983.260285 = -1014454.685145
  nChanged 51
		SP:Iteration 11Q (3273.680000 sec): 3 clusters
  Score: Raw -1017449.306125 + Penalty 2983.260285 = -1014466.045839
  nChanged 33
		SP:Iteration 12Q (3273.900000 sec): 3 clusters
  Score: Raw -1017455.269738 + Penalty 2983.260285 = -1014472.009453
  nChanged 29
		SP:Iteration 13Q (3274.160000 sec): 3 clusters
  Score: Raw -1017459.839687 + Penalty 2983.260285 = -1014476.579401
  nChanged 11
		SP:Iteration 14Q (3274.440000 sec): 3 clusters
  Score: Raw -1017461.665815 + Penalty 2983.260285 = -1014478.405529
  nChanged 8
		SP:Iteration 15Q (3274.700000 sec): 3 clusters
  Score: Raw -1017462.595463 + Penalty 2983.260285 = -1014479.335178
  nChanged 8
		SP:Iteration 16Q (3274.960000 sec): 3 clusters
  Score: Raw -1017464.080125 + Penalty 2983.260285 = -1014480.819840
  nChanged 8
		SP:Iteration 17Q (3275.230000 sec): 3 clusters
  Score: Raw -1017465.003453 + Penalty 2983.260285 = -1014481.743168
  nChanged 6
		SP:Iteration 18Q (3275.440000 sec): 3 clusters
  Score: Raw -1017465.716743 + Penalty 2983.260285 = -1014482.456457
  nChanged 4
		SP:Iteration 19Q (3275.630000 sec): 3 clusters
  Score: Raw -1017466.278288 + Penalty 2983.260285 = -1014483.018003
  nChanged 5
		SP:Iteration 20F (3275.790000 sec): 3 clusters
  Score: Raw -1017467.107781 + Penalty 2983.260285 = -1014483.847496
  nChanged 1
		SP:Iteration 21Q (3275.950000 sec): 3 clusters
  Score: Raw -1017467.192315 + Penalty 2983.260285 = -1014483.932030
  nChanged 2
		SP:Iteration 22Q (3276.120000 sec): 3 clusters
  Score: Raw -1017467.573586 + Penalty 2983.260285 = -1014484.313300
  nChanged 3
		SP:Iteration 23Q (3276.280000 sec): 3 clusters
  Score: Raw -1017467.972794 + Penalty 2983.260285 = -1014484.712509
  nChanged 1
		SP:Iteration 24Q (3276.480000 sec): 3 clusters
  Score: Raw -1017468.169238 + Penalty 2983.260285 = -1014484.908953
  nChanged 2
		SP:Iteration 25Q (3276.670000 sec): 3 clusters
  Score: Raw -1017468.338587 + Penalty 2983.260285 = -1014485.078302
  nChanged 1
		SP:Iteration 26Q (3276.860000 sec): 3 clusters
  Score: Raw -1017468.410041 + Penalty 2983.260285 = -1014485.149756
  nChanged 1
		SP:Iteration 27Q (3277.060000 sec): 3 clusters
  Score: Raw -1017468.547001 + Penalty 2983.260285 = -1014485.286715
  nChanged 0
		SP:Iteration 28F (3277.250000 sec): 3 clusters
  Score: Raw -1017468.547001 + Penalty 2983.260285 = -1014485.286715
  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 8.59 GB.

 Trying to split cluster 31 (4079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3277.350000 sec): 2 clusters
  Score: Raw -327321.328557 + Penalty 1350.961160 = -325970.367397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3277.490000 sec): 3 clusters
  Score: Raw -325477.576325 + Penalty 2701.922320 = -322775.654005
  nChanged 1671
		SP:Iteration 1F (3277.690000 sec): 3 clusters
  Score: Raw -327635.730272 + Penalty 2701.922320 = -324933.807952
  nChanged 545
		SP:Iteration 2F (3277.960000 sec): 3 clusters
  Score: Raw -328674.788866 + Penalty 2701.922320 = -325972.866546
  nChanged 373
		SP:Iteration 3F (3278.160000 sec): 3 clusters
  Score: Raw -329258.080870 + Penalty 2701.922320 = -326556.158550
  nChanged 224
		SP:Iteration 4F (3278.380000 sec): 3 clusters
  Score: Raw -329553.107144 + Penalty 2701.922320 = -326851.184824
  nChanged 155
		SP:Iteration 5Q (3278.600000 sec): 3 clusters
  Score: Raw -329699.049981 + Penalty 2701.922320 = -326997.127661
  nChanged 101
		SP:Iteration 6Q (3278.850000 sec): 3 clusters
  Score: Raw -329791.113937 + Penalty 2701.922320 = -327089.191617
  nChanged 79
		SP:Iteration 7Q (3279.060000 sec): 3 clusters
  Score: Raw -329841.109290 + Penalty 2701.922320 = -327139.186970
  nChanged 48
		SP:Iteration 8Q (3279.310000 sec): 3 clusters
  Score: Raw -329871.454766 + Penalty 2701.922320 = -327169.532446
  nChanged 39
		SP:Iteration 9Q (3279.490000 sec): 3 clusters
  Score: Raw -329885.556320 + Penalty 2701.922320 = -327183.633999
  nChanged 20
		SP:Iteration 10Q (3279.700000 sec): 3 clusters
  Score: Raw -329894.014930 + Penalty 2701.922320 = -327192.092609
  nChanged 15
		SP:Iteration 11Q (3279.920000 sec): 3 clusters
  Score: Raw -329898.190920 + Penalty 2701.922320 = -327196.268599
  nChanged 11
		SP:Iteration 12Q (3280.070000 sec): 3 clusters
  Score: Raw -329901.501518 + Penalty 2701.922320 = -327199.579198
  nChanged 12
		SP:Iteration 13Q (3280.250000 sec): 3 clusters
  Score: Raw -329906.680508 + Penalty 2701.922320 = -327204.758188
  nChanged 10
		SP:Iteration 14Q (3280.400000 sec): 3 clusters
  Score: Raw -329914.785120 + Penalty 2701.922320 = -327212.862799
  nChanged 8
		SP:Iteration 15Q (3280.580000 sec): 3 clusters
  Score: Raw -329922.719522 + Penalty 2701.922320 = -327220.797202
  nChanged 9
		SP:Iteration 16Q (3280.770000 sec): 3 clusters
  Score: Raw -329925.562313 + Penalty 2701.922320 = -327223.639992
  nChanged 7
		SP:Iteration 17Q (3280.960000 sec): 3 clusters
  Score: Raw -329928.865258 + Penalty 2701.922320 = -327226.942937
  nChanged 11
		SP:Iteration 18Q (3281.160000 sec): 3 clusters
  Score: Raw -329933.471082 + Penalty 2701.922320 = -327231.548762
  nChanged 10
		SP:Iteration 19Q (3281.380000 sec): 3 clusters
  Score: Raw -329945.564818 + Penalty 2701.922320 = -327243.642497
  nChanged 11
		SP:Iteration 20F (3281.570000 sec): 3 clusters
  Score: Raw -329953.894944 + Penalty 2701.922320 = -327251.972624
  nChanged 10
		SP:Iteration 21Q (3281.790000 sec): 3 clusters
  Score: Raw -329960.638519 + Penalty 2701.922320 = -327258.716198
  nChanged 16
		SP:Iteration 22Q (3281.970000 sec): 3 clusters
  Score: Raw -329967.366050 + Penalty 2701.922320 = -327265.443730
  nChanged 6
		SP:Iteration 23Q (3282.220000 sec): 3 clusters
  Score: Raw -329970.860000 + Penalty 2701.922320 = -327268.937680
  nChanged 9
		SP:Iteration 24Q (3282.420000 sec): 3 clusters
  Score: Raw -329973.344832 + Penalty 2701.922320 = -327271.422512
  nChanged 8
		SP:Iteration 25Q (3282.590000 sec): 3 clusters
  Score: Raw -329976.808933 + Penalty 2701.922320 = -327274.886612
  nChanged 7
		SP:Iteration 26Q (3282.770000 sec): 3 clusters
  Score: Raw -329981.611106 + Penalty 2701.922320 = -327279.688785
  nChanged 8
		SP:Iteration 27Q (3282.910000 sec): 3 clusters
  Score: Raw -329984.210394 + Penalty 2701.922320 = -327282.288073
  nChanged 5
		SP:Iteration 28Q (3283.070000 sec): 3 clusters
  Score: Raw -329985.208518 + Penalty 2701.922320 = -327283.286198
  nChanged 2
		SP:Iteration 29Q (3283.330000 sec): 3 clusters
  Score: Raw -329985.383017 + Penalty 2701.922320 = -327283.460697
  nChanged 1
		SP:Iteration 30Q (3283.510000 sec): 3 clusters
  Score: Raw -329985.452170 + Penalty 2701.922320 = -327283.529850
  nChanged 0
		SP:Iteration 31F (3283.710000 sec): 3 clusters
  Score: Raw -329985.452170 + Penalty 2701.922320 = -327283.529850
  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 8.59 GB.

 Trying to split cluster 32 (36478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3283.930000 sec): 2 clusters
  Score: Raw -3828615.388031 + Penalty 1706.975500 = -3826908.412531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3284.260000 sec): 3 clusters
  Score: Raw -3805684.245183 + Penalty 3413.951001 = -3802270.294182
  nChanged 17039
		SP:Iteration 1F (3284.610000 sec): 3 clusters
  Score: Raw -3816143.924722 + Penalty 3413.951001 = -3812729.973721
  nChanged 2126
		SP:Iteration 2F (3284.940000 sec): 3 clusters
  Score: Raw -3817375.129464 + Penalty 3413.951001 = -3813961.178463
  nChanged 2369
		SP:Iteration 3F (3285.300000 sec): 3 clusters
  Score: Raw -3818897.980529 + Penalty 3413.951001 = -3815484.029529
  nChanged 2508
		SP:Iteration 4F (3285.640000 sec): 3 clusters
  Score: Raw -3820469.467825 + Penalty 3413.951001 = -3817055.516825
  nChanged 2342
		SP:Iteration 5F (3286.000000 sec): 3 clusters
  Score: Raw -3821720.774449 + Penalty 3413.951001 = -3818306.823448
  nChanged 1921
		SP:Iteration 6F (3286.400000 sec): 3 clusters
  Score: Raw -3822507.258474 + Penalty 3413.951001 = -3819093.307473
  nChanged 1395
		SP:Iteration 7Q (3286.750000 sec): 3 clusters
  Score: Raw -3822930.302547 + Penalty 3413.951001 = -3819516.351547
  nChanged 985
		SP:Iteration 8Q (3287.130000 sec): 3 clusters
  Score: Raw -3823163.415399 + Penalty 3413.951001 = -3819749.464399
  nChanged 756
		SP:Iteration 9Q (3287.490000 sec): 3 clusters
  Score: Raw -3823313.197779 + Penalty 3413.951001 = -3819899.246778
  nChanged 576
		SP:Iteration 10Q (3287.940000 sec): 3 clusters
  Score: Raw -3823407.627964 + Penalty 3413.951001 = -3819993.676963
  nChanged 484
		SP:Iteration 11Q (3288.260000 sec): 3 clusters
  Score: Raw -3823482.257782 + Penalty 3413.951001 = -3820068.306781
  nChanged 428
		SP:Iteration 12Q (3288.600000 sec): 3 clusters
  Score: Raw -3823535.395716 + Penalty 3413.951001 = -3820121.444715
  nChanged 354
		SP:Iteration 13Q (3289.020000 sec): 3 clusters
  Score: Raw -3823576.608627 + Penalty 3413.951001 = -3820162.657626
  nChanged 298
		SP:Iteration 14Q (3289.370000 sec): 3 clusters
  Score: Raw -3823607.419860 + Penalty 3413.951001 = -3820193.468860
  nChanged 252
		SP:Iteration 15Q (3289.690000 sec): 3 clusters
  Score: Raw -3823631.541986 + Penalty 3413.951001 = -3820217.590985
  nChanged 228
		SP:Iteration 16Q (3290.050000 sec): 3 clusters
  Score: Raw -3823652.415645 + Penalty 3413.951001 = -3820238.464644
  nChanged 223
		SP:Iteration 17Q (3290.380000 sec): 3 clusters
  Score: Raw -3823669.288344 + Penalty 3413.951001 = -3820255.337343
  nChanged 183
		SP:Iteration 18Q (3290.770000 sec): 3 clusters
  Score: Raw -3823682.656716 + Penalty 3413.951001 = -3820268.705715
  nChanged 167
		SP:Iteration 19Q (3291.070000 sec): 3 clusters
  Score: Raw -3823694.184308 + Penalty 3413.951001 = -3820280.233307
  nChanged 149
		SP:Iteration 20F (3291.470000 sec): 3 clusters
  Score: Raw -3823703.514935 + Penalty 3413.951001 = -3820289.563935
  nChanged 133
		SP:Iteration 21Q (3291.810000 sec): 3 clusters
  Score: Raw -3823711.743879 + Penalty 3413.951001 = -3820297.792878
  nChanged 107
		SP:Iteration 22Q (3292.130000 sec): 3 clusters
  Score: Raw -3823717.677473 + Penalty 3413.951001 = -3820303.726473
  nChanged 92
		SP:Iteration 23Q (3292.520000 sec): 3 clusters
  Score: Raw -3823722.412519 + Penalty 3413.951001 = -3820308.461519
  nChanged 93
		SP:Iteration 24Q (3292.860000 sec): 3 clusters
  Score: Raw -3823727.386140 + Penalty 3413.951001 = -3820313.435139
  nChanged 92
		SP:Iteration 25Q (3293.250000 sec): 3 clusters
  Score: Raw -3823733.392497 + Penalty 3413.951001 = -3820319.441496
  nChanged 100
		SP:Iteration 26Q (3293.570000 sec): 3 clusters
  Score: Raw -3823739.774156 + Penalty 3413.951001 = -3820325.823155
  nChanged 106
		SP:Iteration 27Q (3293.990000 sec): 3 clusters
  Score: Raw -3823745.782765 + Penalty 3413.951001 = -3820331.831764
  nChanged 98
		SP:Iteration 28Q (3294.360000 sec): 3 clusters
  Score: Raw -3823751.771707 + Penalty 3413.951001 = -3820337.820706
  nChanged 110
		SP:Iteration 29Q (3294.720000 sec): 3 clusters
  Score: Raw -3823758.436074 + Penalty 3413.951001 = -3820344.485073
  nChanged 119
		SP:Iteration 30Q (3295.070000 sec): 3 clusters
  Score: Raw -3823765.505088 + Penalty 3413.951001 = -3820351.554087
  nChanged 130
		SP:Iteration 31Q (3295.440000 sec): 3 clusters
  Score: Raw -3823773.441855 + Penalty 3413.951001 = -3820359.490855
  nChanged 117
		SP:Iteration 32Q (3295.750000 sec): 3 clusters
  Score: Raw -3823780.027297 + Penalty 3413.951001 = -3820366.076297
  nChanged 121
		SP:Iteration 33Q (3296.130000 sec): 3 clusters
  Score: Raw -3823787.439196 + Penalty 3413.951001 = -3820373.488195
  nChanged 120
		SP:Iteration 34Q (3296.470000 sec): 3 clusters
  Score: Raw -3823795.043679 + Penalty 3413.951001 = -3820381.092678
  nChanged 124
		SP:Iteration 35Q (3296.800000 sec): 3 clusters
  Score: Raw -3823802.931424 + Penalty 3413.951001 = -3820388.980424
  nChanged 132
		SP:Iteration 36Q (3297.150000 sec): 3 clusters
  Score: Raw -3823812.361164 + Penalty 3413.951001 = -3820398.410163
  nChanged 141
		SP:Iteration 37Q (3297.570000 sec): 3 clusters
  Score: Raw -3823822.267083 + Penalty 3413.951001 = -3820408.316082
  nChanged 161
		SP:Iteration 38Q (3297.930000 sec): 3 clusters
  Score: Raw -3823834.816838 + Penalty 3413.951001 = -3820420.865837
  nChanged 168
		SP:Iteration 39Q (3298.290000 sec): 3 clusters
  Score: Raw -3823848.497148 + Penalty 3413.951001 = -3820434.546147
  nChanged 200
		SP:Iteration 40F (3298.610000 sec): 3 clusters
  Score: Raw -3823865.603048 + Penalty 3413.951001 = -3820451.652047
  nChanged 203
		SP:Iteration 41Q (3298.970000 sec): 3 clusters
  Score: Raw -3823883.402559 + Penalty 3413.951001 = -3820469.451558
  nChanged 195
		SP:Iteration 42Q (3299.310000 sec): 3 clusters
  Score: Raw -3823900.326803 + Penalty 3413.951001 = -3820486.375802
  nChanged 194
		SP:Iteration 43Q (3299.670000 sec): 3 clusters
  Score: Raw -3823916.575413 + Penalty 3413.951001 = -3820502.624412
  nChanged 189
		SP:Iteration 44Q (3300.010000 sec): 3 clusters
  Score: Raw -3823933.266632 + Penalty 3413.951001 = -3820519.315631
  nChanged 212
		SP:Iteration 45Q (3300.350000 sec): 3 clusters
  Score: Raw -3823954.152638 + Penalty 3413.951001 = -3820540.201638
  nChanged 230
		SP:Iteration 46Q (3300.700000 sec): 3 clusters
  Score: Raw -3823978.446519 + Penalty 3413.951001 = -3820564.495518
  nChanged 227
		SP:Iteration 47Q (3301.080000 sec): 3 clusters
  Score: Raw -3824004.066729 + Penalty 3413.951001 = -3820590.115728
  nChanged 262
		SP:Iteration 48Q (3301.450000 sec): 3 clusters
  Score: Raw -3824033.638974 + Penalty 3413.951001 = -3820619.687973
  nChanged 253
		SP:Iteration 49Q (3301.830000 sec): 3 clusters
  Score: Raw -3824063.477833 + Penalty 3413.951001 = -3820649.526832
  nChanged 283
		SP:Iteration 50Q (3302.250000 sec): 3 clusters
  Score: Raw -3824105.014328 + Penalty 3413.951001 = -3820691.063328
  nChanged 342
		SP:Iteration 51Q (3302.650000 sec): 3 clusters
  Score: Raw -3824157.086370 + Penalty 3413.951001 = -3820743.135369
  nChanged 362
		SP:Iteration 52Q (3303.010000 sec): 3 clusters
  Score: Raw -3824212.612129 + Penalty 3413.951001 = -3820798.661128
  nChanged 423
		SP:Iteration 53Q (3303.430000 sec): 3 clusters
  Score: Raw -3824281.587303 + Penalty 3413.951001 = -3820867.636302
  nChanged 412
		SP:Iteration 54Q (3303.820000 sec): 3 clusters
  Score: Raw -3824357.998643 + Penalty 3413.951001 = -3820944.047642
  nChanged 482
		SP:Iteration 55Q (3304.200000 sec): 3 clusters
  Score: Raw -3824459.698201 + Penalty 3413.951001 = -3821045.747201
  nChanged 510
		SP:Iteration 56Q (3304.670000 sec): 3 clusters
  Score: Raw -3824585.559204 + Penalty 3413.951001 = -3821171.608203
  nChanged 579
		SP:Iteration 57Q (3305.020000 sec): 3 clusters
  Score: Raw -3824749.358692 + Penalty 3413.951001 = -3821335.407691
  nChanged 643
		SP:Iteration 58Q (3305.390000 sec): 3 clusters
  Score: Raw -3824941.800595 + Penalty 3413.951001 = -3821527.849595
  nChanged 665
		SP:Iteration 59Q (3305.760000 sec): 3 clusters
  Score: Raw -3825165.158515 + Penalty 3413.951001 = -3821751.207514
  nChanged 685
		SP:Iteration 60F (3306.140000 sec): 3 clusters
  Score: Raw -3825438.974438 + Penalty 3413.951001 = -3822025.023437
  nChanged 758
		SP:Iteration 61Q (3306.480000 sec): 3 clusters
  Score: Raw -3825772.642537 + Penalty 3413.951001 = -3822358.691536
  nChanged 770
		SP:Iteration 62Q (3306.900000 sec): 3 clusters
  Score: Raw -3826142.270247 + Penalty 3413.951001 = -3822728.319246
  nChanged 740
		SP:Iteration 63Q (3307.300000 sec): 3 clusters
  Score: Raw -3826511.079539 + Penalty 3413.951001 = -3823097.128538
  nChanged 690
		SP:Iteration 64Q (3307.660000 sec): 3 clusters
  Score: Raw -3826876.096085 + Penalty 3413.951001 = -3823462.145084
  nChanged 649
		SP:Iteration 65Q (3308.020000 sec): 3 clusters
  Score: Raw -3827271.397568 + Penalty 3413.951001 = -3823857.446567
  nChanged 619
		SP:Iteration 66Q (3308.370000 sec): 3 clusters
  Score: Raw -3827678.378254 + Penalty 3413.951001 = -3824264.427253
  nChanged 526
		SP:Iteration 67Q (3308.750000 sec): 3 clusters
  Score: Raw -3828037.346308 + Penalty 3413.951001 = -3824623.395307
  nChanged 388
		SP:Iteration 68Q (3309.080000 sec): 3 clusters
  Score: Raw -3828319.705827 + Penalty 3413.951001 = -3824905.754826
  nChanged 287
		SP:Iteration 69Q (3309.420000 sec): 3 clusters
  Score: Raw -3828530.642292 + Penalty 3413.951001 = -3825116.691292
  nChanged 194
		SP:Iteration 70Q (3309.790000 sec): 3 clusters
  Score: Raw -3828665.823257 + Penalty 3413.951001 = -3825251.872256
  nChanged 116
		SP:Iteration 71Q (3310.120000 sec): 3 clusters
  Score: Raw -3828740.365877 + Penalty 3413.951001 = -3825326.414876
  nChanged 71
		SP:Iteration 72Q (3310.450000 sec): 3 clusters
  Score: Raw -3828793.554272 + Penalty 3413.951001 = -3825379.603271
  nChanged 56
		SP:Iteration 73Q (3310.800000 sec): 3 clusters
  Score: Raw -3828836.069745 + Penalty 3413.951001 = -3825422.118744
  nChanged 44
		SP:Iteration 74Q (3311.180000 sec): 3 clusters
  Score: Raw -3828859.708409 + Penalty 3413.951001 = -3825445.757408
  nChanged 24
		SP:Iteration 75Q (3311.510000 sec): 3 clusters
  Score: Raw -3828876.390322 + Penalty 3413.951001 = -3825462.439321
  nChanged 14
		SP:Iteration 76Q (3311.910000 sec): 3 clusters
  Score: Raw -3828883.064250 + Penalty 3413.951001 = -3825469.113249
  nChanged 15
		SP:Iteration 77Q (3312.240000 sec): 3 clusters
  Score: Raw -3828894.127748 + Penalty 3413.951001 = -3825480.176747
  nChanged 16
		SP:Iteration 78Q (3312.570000 sec): 3 clusters
  Score: Raw -3828904.544177 + Penalty 3413.951001 = -3825490.593176
  nChanged 11
		SP:Iteration 79Q (3312.900000 sec): 3 clusters
  Score: Raw -3828910.080564 + Penalty 3413.951001 = -3825496.129563
  nChanged 6
		SP:Iteration 80F (3313.330000 sec): 3 clusters
  Score: Raw -3828913.139942 + Penalty 3413.951001 = -3825499.188941
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 33 (16834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3313.520000 sec): 2 clusters
  Score: Raw -1642326.233467 + Penalty 1581.312839 = -1640744.920628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3313.770000 sec): 3 clusters
  Score: Raw -1632449.998335 + Penalty 3162.625677 = -1629287.372658
  nChanged 7531
		SP:Iteration 1F (3314.050000 sec): 3 clusters
  Score: Raw -1637086.766771 + Penalty 3162.625677 = -1633924.141094
  nChanged 1406
		SP:Iteration 2F (3314.310000 sec): 3 clusters
  Score: Raw -1638240.139966 + Penalty 3162.625677 = -1635077.514289
  nChanged 1397
		SP:Iteration 3F (3314.590000 sec): 3 clusters
  Score: Raw -1639449.264265 + Penalty 3162.625677 = -1636286.638588
  nChanged 1296
		SP:Iteration 4F (3314.880000 sec): 3 clusters
  Score: Raw -1640622.562918 + Penalty 3162.625677 = -1637459.937241
  nChanged 1117
		SP:Iteration 5F (3315.160000 sec): 3 clusters
  Score: Raw -1641859.254547 + Penalty 3162.625677 = -1638696.628870
  nChanged 1148
		SP:Iteration 6F (3315.400000 sec): 3 clusters
  Score: Raw -1643200.602985 + Penalty 3162.625677 = -1640037.977308
  nChanged 953
		SP:Iteration 7F (3315.650000 sec): 3 clusters
  Score: Raw -1644280.726528 + Penalty 3162.625677 = -1641118.100851
  nChanged 761
		SP:Iteration 8Q (3315.930000 sec): 3 clusters
  Score: Raw -1644918.622899 + Penalty 3162.625677 = -1641755.997221
  nChanged 479
		SP:Iteration 9Q (3316.170000 sec): 3 clusters
  Score: Raw -1645231.241820 + Penalty 3162.625677 = -1642068.616143
  nChanged 341
		SP:Iteration 10Q (3316.490000 sec): 3 clusters
  Score: Raw -1645417.342450 + Penalty 3162.625677 = -1642254.716773
  nChanged 242
		SP:Iteration 11Q (3316.750000 sec): 3 clusters
  Score: Raw -1645510.053711 + Penalty 3162.625677 = -1642347.428033
  nChanged 160
		SP:Iteration 12Q (3317.020000 sec): 3 clusters
  Score: Raw -1645567.353249 + Penalty 3162.625677 = -1642404.727571
  nChanged 111
		SP:Iteration 13Q (3317.250000 sec): 3 clusters
  Score: Raw -1645599.392546 + Penalty 3162.625677 = -1642436.766869
  nChanged 76
		SP:Iteration 14Q (3317.560000 sec): 3 clusters
  Score: Raw -1645616.995385 + Penalty 3162.625677 = -1642454.369708
  nChanged 60
		SP:Iteration 15Q (3317.800000 sec): 3 clusters
  Score: Raw -1645628.281565 + Penalty 3162.625677 = -1642465.655888
  nChanged 30
		SP:Iteration 16Q (3318.090000 sec): 3 clusters
  Score: Raw -1645632.198050 + Penalty 3162.625677 = -1642469.572372
  nChanged 29
		SP:Iteration 17Q (3318.420000 sec): 3 clusters
  Score: Raw -1645636.569278 + Penalty 3162.625677 = -1642473.943601
  nChanged 18
		SP:Iteration 18Q (3318.650000 sec): 3 clusters
  Score: Raw -1645639.317781 + Penalty 3162.625677 = -1642476.692104
  nChanged 20
		SP:Iteration 19Q (3318.930000 sec): 3 clusters
  Score: Raw -1645641.691773 + Penalty 3162.625677 = -1642479.066096
  nChanged 8
		SP:Iteration 20F (3319.220000 sec): 3 clusters
  Score: Raw -1645642.399402 + Penalty 3162.625677 = -1642479.773724
  nChanged 6
		SP:Iteration 21Q (3319.480000 sec): 3 clusters
  Score: Raw -1645643.154580 + Penalty 3162.625677 = -1642480.528902
  nChanged 11
		SP:Iteration 22Q (3319.740000 sec): 3 clusters
  Score: Raw -1645644.810825 + Penalty 3162.625677 = -1642482.185148
  nChanged 9
		SP:Iteration 23Q (3319.980000 sec): 3 clusters
  Score: Raw -1645646.342849 + Penalty 3162.625677 = -1642483.717172
  nChanged 7
		SP:Iteration 24Q (3320.250000 sec): 3 clusters
  Score: Raw -1645647.237442 + Penalty 3162.625677 = -1642484.611764
  nChanged 3
		SP:Iteration 25Q (3320.490000 sec): 3 clusters
  Score: Raw -1645647.476759 + Penalty 3162.625677 = -1642484.851082
  nChanged 0
		SP:Iteration 26F (3320.750000 sec): 3 clusters
  Score: Raw -1645647.476759 + Penalty 3162.625677 = -1642484.851082
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Iteration 59Q (3384.900000 sec): 57 clusters
  Score: Raw -107551333.286808 + Penalty 126599.365641 = -107424733.921167
  nChanged 24633
Iteration 60F (3488.480000 sec): 57 clusters
  Score: Raw -107564825.759552 + Penalty 126599.365641 = -107438226.393910
  nChanged 20724
Iteration 61Q (3553.000000 sec): 57 clusters
  Score: Raw -107570759.711130 + Penalty 126599.365641 = -107444160.345488
  nChanged 12509
Iteration 62Q (3610.770000 sec): 57 clusters
  Score: Raw -107574230.412962 + Penalty 126599.365641 = -107447631.047320
  nChanged 10049
Iteration 63Q (3673.620000 sec): 57 clusters
  Score: Raw -107576896.827561 + Penalty 126599.365641 = -107450297.461919
  nChanged 8653
Iteration 64Q (3736.240000 sec): 57 clusters
  Score: Raw -107579086.020299 + Penalty 126599.365641 = -107452486.654658
  nChanged 7793
Iteration 65Q (3796.550000 sec): 57 clusters
  Score: Raw -107580812.651262 + Penalty 126599.365641 = -107454213.285620
  nChanged 7073
Iteration 66Q (3855.870000 sec): 57 clusters
  Score: Raw -107582311.073451 + Penalty 126599.365641 = -107455711.707810
  nChanged 6681
Iteration 67Q (3916.750000 sec): 57 clusters
  Score: Raw -107583711.222935 + Penalty 126599.365641 = -107457111.857294
  nChanged 6370
Iteration 68Q (3972.470000 sec): 57 clusters
  Score: Raw -107585023.603577 + Penalty 126599.365641 = -107458424.237935
  nChanged 6189
Iteration 69Q (4029.750000 sec): 57 clusters
  Score: Raw -107586275.382668 + Penalty 126599.365641 = -107459676.017027
  nChanged 5941
Iteration 70Q (4090.800000 sec): 57 clusters
  Score: Raw -107587422.146302 + Penalty 126599.365641 = -107460822.780661
  nChanged 5727
Iteration 71Q (4149.230000 sec): 57 clusters
  Score: Raw -107588493.940777 + Penalty 126599.365641 = -107461894.575136
  nChanged 5422
Iteration 72Q (4206.100000 sec): 57 clusters
  Score: Raw -107589430.022565 + Penalty 126599.365641 = -107462830.656924
  nChanged 5178
Iteration 73Q (4267.710000 sec): 57 clusters
  Score: Raw -107590264.689054 + Penalty 126599.365641 = -107463665.323413
  nChanged 5227
Iteration 74Q (4326.630000 sec): 57 clusters
  Score: Raw -107591019.639790 + Penalty 126599.365641 = -107464420.274148
  nChanged 5088
Iteration 75Q (4387.300000 sec): 57 clusters
  Score: Raw -107591698.493792 + Penalty 126599.365641 = -107465099.128151
  nChanged 4913
Iteration 76Q (4444.460000 sec): 57 clusters
  Score: Raw -107592330.603723 + Penalty 126599.365641 = -107465731.238082
  nChanged 4848
Iteration 77Q (4507.120000 sec): 57 clusters
  Score: Raw -107592935.399847 + Penalty 126599.365641 = -107466336.034205
  nChanged 4678
Iteration 78Q (4563.710000 sec): 57 clusters
  Score: Raw -107593484.244511 + Penalty 126599.365641 = -107466884.878869
  nChanged 4437
Iteration 79Q (4621.150000 sec): 57 clusters
  Score: Raw -107594021.068705 + Penalty 126599.365641 = -107467421.703064
  nChanged 4299
Iteration 80F (4727.460000 sec): 57 clusters
  Score: Raw -107594730.256446 + Penalty 126599.365641 = -107468130.890805
  nChanged 4402
Iteration 81Q (4784.950000 sec): 57 clusters
  Score: Raw -107595540.602344 + Penalty 126599.365641 = -107468941.236702
  nChanged 4609
Iteration 82Q (4845.420000 sec): 57 clusters
  Score: Raw -107596498.355227 + Penalty 126599.365641 = -107469898.989585
  nChanged 4678
Iteration 83Q (4908.470000 sec): 57 clusters
  Score: Raw -107597665.246319 + Penalty 126599.365641 = -107471065.880678
  nChanged 4769
Iteration 84Q (4967.210000 sec): 57 clusters
  Score: Raw -107598791.995022 + Penalty 126599.365641 = -107472192.629381
  nChanged 4762
Iteration 85Q (5027.680000 sec): 57 clusters
  Score: Raw -107599766.849106 + Penalty 126599.365641 = -107473167.483464
  nChanged 4789
Iteration 86Q (5094.190000 sec): 57 clusters
  Score: Raw -107600673.618703 + Penalty 126599.365641 = -107474074.253062
  nChanged 4785
Iteration 87Q (5158.890000 sec): 57 clusters
  Score: Raw -107601592.190034 + Penalty 126599.365641 = -107474992.824392
  nChanged 4744
Iteration 88Q (5226.810000 sec): 57 clusters
  Score: Raw -107602692.595344 + Penalty 126599.365641 = -107476093.229703
  nChanged 4815
Iteration 89Q (5292.960000 sec): 57 clusters
  Score: Raw -107603731.366698 + Penalty 126599.365641 = -107477132.001057
  nChanged 4649
Iteration 90Q (5357.910000 sec): 57 clusters
  Score: Raw -107604426.668011 + Penalty 126599.365641 = -107477827.302370
  nChanged 4348
Iteration 91Q (5419.020000 sec): 57 clusters
  Score: Raw -107604956.676446 + Penalty 126599.365641 = -107478357.310804
  nChanged 4053
Iteration 92Q (5479.450000 sec): 57 clusters
  Score: Raw -107605386.281183 + Penalty 126599.365641 = -107478786.915542
  nChanged 3849
Iteration 93Q (5533.980000 sec): 57 clusters
  Score: Raw -107605766.440559 + Penalty 126599.365641 = -107479167.074917
  nChanged 3685
Iteration 94Q (5592.540000 sec): 57 clusters
  Score: Raw -107606115.520709 + Penalty 126599.365641 = -107479516.155068
  nChanged 3474
Iteration 95Q (5648.360000 sec): 57 clusters
  Score: Raw -107606439.869248 + Penalty 126599.365641 = -107479840.503607
  nChanged 3366
Iteration 96Q (5707.260000 sec): 57 clusters
  Score: Raw -107606766.719863 + Penalty 126599.365641 = -107480167.354222
  nChanged 3259
Iteration 97Q (5768.610000 sec): 57 clusters
  Score: Raw -107607102.572033 + Penalty 126599.365641 = -107480503.206392
  nChanged 3219
Iteration 98Q (5828.650000 sec): 57 clusters
  Score: Raw -107607462.927905 + Penalty 126599.365641 = -107480863.562264
  nChanged 3306
Writing temp clu file 
Because OldScore, -107480503.206392, is greater than current (better) Score,-107480863.562264 
 Compute initial score before splitting:   Score: Raw -107607462.927905 + Penalty 126599.365641 = -107480863.562264
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (209583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5829.780000 sec): 2 clusters
  Score: Raw -20440306.094878 + Penalty 1991.092207 = -20438315.002670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5831.000000 sec): 3 clusters
  Score: Raw -20301229.786227 + Penalty 3982.184414 = -20297247.601813
  nChanged 101615
		SP:Iteration 1F (5832.120000 sec): 3 clusters
  Score: Raw -20363215.095824 + Penalty 3982.184414 = -20359232.911410
  nChanged 9056
		SP:Iteration 2Q (5833.310000 sec): 3 clusters
  Score: Raw -20366841.946967 + Penalty 3982.184414 = -20362859.762552
  nChanged 11595
		SP:Iteration 3F (5834.500000 sec): 3 clusters
  Score: Raw -20373195.025466 + Penalty 3982.184414 = -20369212.841052
  nChanged 15095
		SP:Iteration 4F (5835.630000 sec): 3 clusters
  Score: Raw -20384120.904319 + Penalty 3982.184414 = -20380138.719905
  nChanged 17818
		SP:Iteration 5F (5836.720000 sec): 3 clusters
  Score: Raw -20400049.632825 + Penalty 3982.184414 = -20396067.448411
  nChanged 17131
		SP:Iteration 6F (5837.850000 sec): 3 clusters
  Score: Raw -20417254.342274 + Penalty 3982.184414 = -20413272.157859
  nChanged 12086
		SP:Iteration 7F (5838.880000 sec): 3 clusters
  Score: Raw -20429494.648143 + Penalty 3982.184414 = -20425512.463728
  nChanged 6828
		SP:Iteration 8Q (5839.950000 sec): 3 clusters
  Score: Raw -20435612.889611 + Penalty 3982.184414 = -20431630.705197
  nChanged 3797
		SP:Iteration 9Q (5841.080000 sec): 3 clusters
  Score: Raw -20438313.077190 + Penalty 3982.184414 = -20434330.892775
  nChanged 2223
		SP:Iteration 10Q (5842.300000 sec): 3 clusters
  Score: Raw -20439589.042377 + Penalty 3982.184414 = -20435606.857963
  nChanged 1507
		SP:Iteration 11Q (5843.520000 sec): 3 clusters
  Score: Raw -20440296.853073 + Penalty 3982.184414 = -20436314.668658
  nChanged 1078
		SP:Iteration 12Q (5844.660000 sec): 3 clusters
  Score: Raw -20440752.712286 + Penalty 3982.184414 = -20436770.527871
  nChanged 795
		SP:Iteration 13Q (5845.840000 sec): 3 clusters
  Score: Raw -20441047.253451 + Penalty 3982.184414 = -20437065.069037
  nChanged 615
		SP:Iteration 14Q (5846.970000 sec): 3 clusters
  Score: Raw -20441244.386720 + Penalty 3982.184414 = -20437262.202306
  nChanged 470
		SP:Iteration 15Q (5847.870000 sec): 3 clusters
  Score: Raw -20441375.060316 + Penalty 3982.184414 = -20437392.875902
  nChanged 378
		SP:Iteration 16Q (5848.900000 sec): 3 clusters
  Score: Raw -20441465.550270 + Penalty 3982.184414 = -20437483.365856
  nChanged 288
		SP:Iteration 17Q (5849.950000 sec): 3 clusters
  Score: Raw -20441535.761657 + Penalty 3982.184414 = -20437553.577243
  nChanged 223
		SP:Iteration 18Q (5850.990000 sec): 3 clusters
  Score: Raw -20441582.420170 + Penalty 3982.184414 = -20437600.235755
  nChanged 191
		SP:Iteration 19Q (5851.960000 sec): 3 clusters
  Score: Raw -20441621.433582 + Penalty 3982.184414 = -20437639.249167
  nChanged 165
		SP:Iteration 20F (5853.120000 sec): 3 clusters
  Score: Raw -20441655.978904 + Penalty 3982.184414 = -20437673.794490
  nChanged 135
		SP:Iteration 21Q (5854.120000 sec): 3 clusters
  Score: Raw -20441680.105312 + Penalty 3982.184414 = -20437697.920898
  nChanged 120
		SP:Iteration 22Q (5855.120000 sec): 3 clusters
  Score: Raw -20441700.908889 + Penalty 3982.184414 = -20437718.724474
  nChanged 102
		SP:Iteration 23Q (5856.140000 sec): 3 clusters
  Score: Raw -20441717.882221 + Penalty 3982.184414 = -20437735.697806
  nChanged 89
		SP:Iteration 24Q (5857.090000 sec): 3 clusters
  Score: Raw -20441731.848253 + Penalty 3982.184414 = -20437749.663838
  nChanged 82
		SP:Iteration 25Q (5858.040000 sec): 3 clusters
  Score: Raw -20441742.826803 + Penalty 3982.184414 = -20437760.642388
  nChanged 63
		SP:Iteration 26Q (5858.920000 sec): 3 clusters
  Score: Raw -20441751.299837 + Penalty 3982.184414 = -20437769.115423
  nChanged 53
		SP:Iteration 27Q (5859.800000 sec): 3 clusters
  Score: Raw -20441757.704769 + Penalty 3982.184414 = -20437775.520354
  nChanged 40
		SP:Iteration 28Q (5860.660000 sec): 3 clusters
  Score: Raw -20441762.217114 + Penalty 3982.184414 = -20437780.032700
  nChanged 44
		SP:Iteration 29Q (5861.600000 sec): 3 clusters
  Score: Raw -20441767.342980 + Penalty 3982.184414 = -20437785.158566
  nChanged 37
		SP:Iteration 30Q (5862.530000 sec): 3 clusters
  Score: Raw -20441771.342849 + Penalty 3982.184414 = -20437789.158435
  nChanged 35
		SP:Iteration 31Q (5863.540000 sec): 3 clusters
  Score: Raw -20441774.864057 + Penalty 3982.184414 = -20437792.679642
  nChanged 22
		SP:Iteration 32Q (5864.530000 sec): 3 clusters
  Score: Raw -20441776.975945 + Penalty 3982.184414 = -20437794.791530
  nChanged 23
		SP:Iteration 33Q (5865.530000 sec): 3 clusters
  Score: Raw -20441778.966431 + Penalty 3982.184414 = -20437796.782017
  nChanged 16
		SP:Iteration 34Q (5866.490000 sec): 3 clusters
  Score: Raw -20441780.311589 + Penalty 3982.184414 = -20437798.127175
  nChanged 17
		SP:Iteration 35Q (5867.590000 sec): 3 clusters
  Score: Raw -20441781.540566 + Penalty 3982.184414 = -20437799.356152
  nChanged 11
		SP:Iteration 36Q (5868.570000 sec): 3 clusters
  Score: Raw -20441782.220830 + Penalty 3982.184414 = -20437800.036416
  nChanged 10
		SP:Iteration 37Q (5869.670000 sec): 3 clusters
  Score: Raw -20441782.963480 + Penalty 3982.184414 = -20437800.779066
  nChanged 5
		SP:Iteration 38Q (5870.800000 sec): 3 clusters
  Score: Raw -20441783.413437 + Penalty 3982.184414 = -20437801.229023
  nChanged 7
		SP:Iteration 39Q (5872.210000 sec): 3 clusters
  Score: Raw -20441783.931272 + Penalty 3982.184414 = -20437801.746857
  nChanged 7
		SP:Iteration 40F (5873.650000 sec): 3 clusters
  Score: Raw -20441784.443440 + Penalty 3982.184414 = -20437802.259026
  nChanged 7
		SP:Iteration 41Q (5874.730000 sec): 3 clusters
  Score: Raw -20441785.028662 + Penalty 3982.184414 = -20437802.844247
  nChanged 8
		SP:Iteration 42Q (5875.740000 sec): 3 clusters
  Score: Raw -20441785.621816 + Penalty 3982.184414 = -20437803.437402
  nChanged 4
		SP:Iteration 43Q (5876.700000 sec): 3 clusters
  Score: Raw -20441785.969495 + Penalty 3982.184414 = -20437803.785081
  nChanged 11
		SP:Iteration 44Q (5877.730000 sec): 3 clusters
  Score: Raw -20441787.065885 + Penalty 3982.184414 = -20437804.881470
  nChanged 13
		SP:Iteration 45Q (5878.710000 sec): 3 clusters
  Score: Raw -20441788.143667 + Penalty 3982.184414 = -20437805.959253
  nChanged 12
		SP:Iteration 46Q (5879.640000 sec): 3 clusters
  Score: Raw -20441789.061519 + Penalty 3982.184414 = -20437806.877104
  nChanged 12
		SP:Iteration 47Q (5880.600000 sec): 3 clusters
  Score: Raw -20441789.895072 + Penalty 3982.184414 = -20437807.710658
  nChanged 8
		SP:Iteration 48Q (5881.570000 sec): 3 clusters
  Score: Raw -20441790.601590 + Penalty 3982.184414 = -20437808.417176
  nChanged 9
		SP:Iteration 49Q (5882.530000 sec): 3 clusters
  Score: Raw -20441791.411404 + Penalty 3982.184414 = -20437809.226989
  nChanged 10
		SP:Iteration 50Q (5883.590000 sec): 3 clusters
  Score: Raw -20441792.242336 + Penalty 3982.184414 = -20437810.057922
  nChanged 10
		SP:Iteration 51Q (5884.680000 sec): 3 clusters
  Score: Raw -20441793.211468 + Penalty 3982.184414 = -20437811.027054
  nChanged 8
		SP:Iteration 52Q (5885.700000 sec): 3 clusters
  Score: Raw -20441793.973553 + Penalty 3982.184414 = -20437811.789139
  nChanged 6
		SP:Iteration 53Q (5886.820000 sec): 3 clusters
  Score: Raw -20441794.377457 + Penalty 3982.184414 = -20437812.193043
  nChanged 6
		SP:Iteration 54Q (5887.780000 sec): 3 clusters
  Score: Raw -20441794.818533 + Penalty 3982.184414 = -20437812.634119
  nChanged 5
		SP:Iteration 55Q (5888.780000 sec): 3 clusters
  Score: Raw -20441795.116639 + Penalty 3982.184414 = -20437812.932225
  nChanged 3
		SP:Iteration 56Q (5889.880000 sec): 3 clusters
  Score: Raw -20441795.207486 + Penalty 3982.184414 = -20437813.023072
  nChanged 4
		SP:Iteration 57Q (5890.920000 sec): 3 clusters
  Score: Raw -20441795.517932 + Penalty 3982.184414 = -20437813.333517
  nChanged 4
		SP:Iteration 58Q (5891.870000 sec): 3 clusters
  Score: Raw -20441795.902273 + Penalty 3982.184414 = -20437813.717858
  nChanged 4
		SP:Iteration 59Q (5892.840000 sec): 3 clusters
  Score: Raw -20441796.195454 + Penalty 3982.184414 = -20437814.011040
  nChanged 4
		SP:Iteration 60F (5894.020000 sec): 3 clusters
  Score: Raw -20441796.506296 + Penalty 3982.184414 = -20437814.321882
  nChanged 4
		SP:Iteration 61Q (5895.250000 sec): 3 clusters
  Score: Raw -20441796.753207 + Penalty 3982.184414 = -20437814.568792
  nChanged 3
		SP:Iteration 62Q (5896.330000 sec): 3 clusters
  Score: Raw -20441796.999767 + Penalty 3982.184414 = -20437814.815353
  nChanged 4
		SP:Iteration 63Q (5897.560000 sec): 3 clusters
  Score: Raw -20441797.229803 + Penalty 3982.184414 = -20437815.045389
  nChanged 2
		SP:Iteration 64Q (5898.840000 sec): 3 clusters
  Score: Raw -20441797.356070 + Penalty 3982.184414 = -20437815.171655
  nChanged 0
		SP:Iteration 65F (5900.140000 sec): 3 clusters
  Score: Raw -20441797.356070 + Penalty 3982.184414 = -20437815.171655
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 2 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5900.340000 sec): 2 clusters
  Score: Raw -235152.417649 + Penalty 1269.182311 = -233883.235338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5900.600000 sec): 3 clusters
  Score: Raw -234053.794758 + Penalty 2538.364622 = -231515.430136
  nChanged 904
		SP:Iteration 1F (5900.800000 sec): 3 clusters
  Score: Raw -234628.570019 + Penalty 2538.364622 = -232090.205397
  nChanged 218
		SP:Iteration 2F (5900.990000 sec): 3 clusters
  Score: Raw -234801.054420 + Penalty 2538.364622 = -232262.689798
  nChanged 153
		SP:Iteration 3F (5901.190000 sec): 3 clusters
  Score: Raw -234944.762107 + Penalty 2538.364622 = -232406.397485
  nChanged 139
		SP:Iteration 4F (5901.360000 sec): 3 clusters
  Score: Raw -235078.417266 + Penalty 2538.364622 = -232540.052644
  nChanged 125
		SP:Iteration 5F (5901.530000 sec): 3 clusters
  Score: Raw -235206.130921 + Penalty 2538.364622 = -232667.766299
  nChanged 113
		SP:Iteration 6Q (5901.670000 sec): 3 clusters
  Score: Raw -235307.873713 + Penalty 2538.364622 = -232769.509091
  nChanged 103
		SP:Iteration 7Q (5901.830000 sec): 3 clusters
  Score: Raw -235402.318648 + Penalty 2538.364622 = -232863.954026
  nChanged 78
		SP:Iteration 8Q (5902.010000 sec): 3 clusters
  Score: Raw -235477.591833 + Penalty 2538.364622 = -232939.227211
  nChanged 69
		SP:Iteration 9Q (5902.190000 sec): 3 clusters
  Score: Raw -235548.350383 + Penalty 2538.364622 = -233009.985761
  nChanged 51
		SP:Iteration 10Q (5902.370000 sec): 3 clusters
  Score: Raw -235602.655025 + Penalty 2538.364622 = -233064.290403
  nChanged 51
		SP:Iteration 11Q (5902.560000 sec): 3 clusters
  Score: Raw -235645.416339 + Penalty 2538.364622 = -233107.051717
  nChanged 38
		SP:Iteration 12Q (5902.760000 sec): 3 clusters
  Score: Raw -235671.082815 + Penalty 2538.364622 = -233132.718193
  nChanged 22
		SP:Iteration 13Q (5902.960000 sec): 3 clusters
  Score: Raw -235688.936754 + Penalty 2538.364622 = -233150.572131
  nChanged 17
		SP:Iteration 14Q (5903.170000 sec): 3 clusters
  Score: Raw -235698.998385 + Penalty 2538.364622 = -233160.633763
  nChanged 16
		SP:Iteration 15Q (5903.350000 sec): 3 clusters
  Score: Raw -235711.681700 + Penalty 2538.364622 = -233173.317078
  nChanged 20
		SP:Iteration 16Q (5903.510000 sec): 3 clusters
  Score: Raw -235721.985047 + Penalty 2538.364622 = -233183.620425
  nChanged 13
		SP:Iteration 17Q (5903.690000 sec): 3 clusters
  Score: Raw -235729.347180 + Penalty 2538.364622 = -233190.982558
  nChanged 7
		SP:Iteration 18Q (5903.880000 sec): 3 clusters
  Score: Raw -235734.836468 + Penalty 2538.364622 = -233196.471846
  nChanged 3
		SP:Iteration 19Q (5904.040000 sec): 3 clusters
  Score: Raw -235735.763543 + Penalty 2538.364622 = -233197.398921
  nChanged 4
		SP:Iteration 20F (5904.230000 sec): 3 clusters
  Score: Raw -235737.748059 + Penalty 2538.364622 = -233199.383437
  nChanged 4
		SP:Iteration 21Q (5904.440000 sec): 3 clusters
  Score: Raw -235740.680686 + Penalty 2538.364622 = -233202.316064
  nChanged 2
		SP:Iteration 22Q (5904.680000 sec): 3 clusters
  Score: Raw -235741.224460 + Penalty 2538.364622 = -233202.859838
  nChanged 3
		SP:Iteration 23Q (5904.840000 sec): 3 clusters
  Score: Raw -235742.826107 + Penalty 2538.364622 = -233204.461485
  nChanged 0
		SP:Iteration 24F (5905.020000 sec): 3 clusters
  Score: Raw -235742.826107 + Penalty 2538.364622 = -233204.461485
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 3 (8997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5905.140000 sec): 2 clusters
  Score: Raw -944927.073165 + Penalty 1479.505051 = -943447.568114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5905.370000 sec): 3 clusters
  Score: Raw -939889.007145 + Penalty 2959.010102 = -936929.997044
  nChanged 3856
		SP:Iteration 1F (5905.610000 sec): 3 clusters
  Score: Raw -942031.690739 + Penalty 2959.010102 = -939072.680637
  nChanged 598
		SP:Iteration 2F (5905.830000 sec): 3 clusters
  Score: Raw -942339.160733 + Penalty 2959.010102 = -939380.150631
  nChanged 531
		SP:Iteration 3F (5906.000000 sec): 3 clusters
  Score: Raw -942633.235696 + Penalty 2959.010102 = -939674.225594
  nChanged 517
		SP:Iteration 4F (5906.240000 sec): 3 clusters
  Score: Raw -942952.363520 + Penalty 2959.010102 = -939993.353418
  nChanged 505
		SP:Iteration 5F (5906.480000 sec): 3 clusters
  Score: Raw -943243.430904 + Penalty 2959.010102 = -940284.420802
  nChanged 409
		SP:Iteration 6Q (5906.680000 sec): 3 clusters
  Score: Raw -943468.944696 + Penalty 2959.010102 = -940509.934594
  nChanged 387
		SP:Iteration 7Q (5906.910000 sec): 3 clusters
  Score: Raw -943674.266544 + Penalty 2959.010102 = -940715.256442
  nChanged 310
		SP:Iteration 8Q (5907.130000 sec): 3 clusters
  Score: Raw -943840.164981 + Penalty 2959.010102 = -940881.154879
  nChanged 273
		SP:Iteration 9Q (5907.400000 sec): 3 clusters
  Score: Raw -943976.689012 + Penalty 2959.010102 = -941017.678910
  nChanged 220
		SP:Iteration 10Q (5907.580000 sec): 3 clusters
  Score: Raw -944068.213432 + Penalty 2959.010102 = -941109.203330
  nChanged 189
		SP:Iteration 11Q (5907.850000 sec): 3 clusters
  Score: Raw -944141.315525 + Penalty 2959.010102 = -941182.305423
  nChanged 150
		SP:Iteration 12Q (5908.020000 sec): 3 clusters
  Score: Raw -944199.094009 + Penalty 2959.010102 = -941240.083907
  nChanged 136
		SP:Iteration 13Q (5908.230000 sec): 3 clusters
  Score: Raw -944246.643843 + Penalty 2959.010102 = -941287.633741
  nChanged 119
		SP:Iteration 14Q (5908.470000 sec): 3 clusters
  Score: Raw -944292.947197 + Penalty 2959.010102 = -941333.937095
  nChanged 109
		SP:Iteration 15Q (5908.730000 sec): 3 clusters
  Score: Raw -944340.504911 + Penalty 2959.010102 = -941381.494809
  nChanged 108
		SP:Iteration 16Q (5908.950000 sec): 3 clusters
  Score: Raw -944383.504964 + Penalty 2959.010102 = -941424.494863
  nChanged 102
		SP:Iteration 17Q (5909.180000 sec): 3 clusters
  Score: Raw -944429.068815 + Penalty 2959.010102 = -941470.058713
  nChanged 116
		SP:Iteration 18Q (5909.370000 sec): 3 clusters
  Score: Raw -944482.863761 + Penalty 2959.010102 = -941523.853659
  nChanged 124
		SP:Iteration 19Q (5909.560000 sec): 3 clusters
  Score: Raw -944543.499339 + Penalty 2959.010102 = -941584.489237
  nChanged 130
		SP:Iteration 20F (5909.810000 sec): 3 clusters
  Score: Raw -944614.251214 + Penalty 2959.010102 = -941655.241112
  nChanged 113
		SP:Iteration 21Q (5910.010000 sec): 3 clusters
  Score: Raw -944668.441668 + Penalty 2959.010102 = -941709.431566
  nChanged 94
		SP:Iteration 22Q (5910.200000 sec): 3 clusters
  Score: Raw -944721.075500 + Penalty 2959.010102 = -941762.065398
  nChanged 102
		SP:Iteration 23Q (5910.430000 sec): 3 clusters
  Score: Raw -944770.172216 + Penalty 2959.010102 = -941811.162114
  nChanged 83
		SP:Iteration 24Q (5910.640000 sec): 3 clusters
  Score: Raw -944812.111138 + Penalty 2959.010102 = -941853.101036
  nChanged 70
		SP:Iteration 25Q (5910.890000 sec): 3 clusters
  Score: Raw -944851.071645 + Penalty 2959.010102 = -941892.061543
  nChanged 75
		SP:Iteration 26Q (5911.080000 sec): 3 clusters
  Score: Raw -944896.776688 + Penalty 2959.010102 = -941937.766587
  nChanged 71
		SP:Iteration 27Q (5911.330000 sec): 3 clusters
  Score: Raw -944932.558351 + Penalty 2959.010102 = -941973.548249
  nChanged 60
		SP:Iteration 28Q (5911.540000 sec): 3 clusters
  Score: Raw -944966.804734 + Penalty 2959.010102 = -942007.794632
  nChanged 58
		SP:Iteration 29Q (5911.730000 sec): 3 clusters
  Score: Raw -944995.424513 + Penalty 2959.010102 = -942036.414411
  nChanged 47
		SP:Iteration 30Q (5911.990000 sec): 3 clusters
  Score: Raw -945018.295091 + Penalty 2959.010102 = -942059.284989
  nChanged 38
		SP:Iteration 31Q (5912.260000 sec): 3 clusters
  Score: Raw -945037.529933 + Penalty 2959.010102 = -942078.519831
  nChanged 32
		SP:Iteration 32Q (5912.480000 sec): 3 clusters
  Score: Raw -945053.814568 + Penalty 2959.010102 = -942094.804466
  nChanged 29
		SP:Iteration 33Q (5912.650000 sec): 3 clusters
  Score: Raw -945068.188172 + Penalty 2959.010102 = -942109.178070
  nChanged 31
		SP:Iteration 34Q (5912.850000 sec): 3 clusters
  Score: Raw -945083.279469 + Penalty 2959.010102 = -942124.269367
  nChanged 19
		SP:Iteration 35Q (5913.040000 sec): 3 clusters
  Score: Raw -945091.294083 + Penalty 2959.010102 = -942132.283981
  nChanged 11
		SP:Iteration 36Q (5913.280000 sec): 3 clusters
  Score: Raw -945096.557210 + Penalty 2959.010102 = -942137.547108
  nChanged 10
		SP:Iteration 37Q (5913.450000 sec): 3 clusters
  Score: Raw -945100.515011 + Penalty 2959.010102 = -942141.504909
  nChanged 12
		SP:Iteration 38Q (5913.700000 sec): 3 clusters
  Score: Raw -945104.809065 + Penalty 2959.010102 = -942145.798964
  nChanged 11
		SP:Iteration 39Q (5913.960000 sec): 3 clusters
  Score: Raw -945109.326765 + Penalty 2959.010102 = -942150.316663
  nChanged 12
		SP:Iteration 40F (5914.190000 sec): 3 clusters
  Score: Raw -945114.059935 + Penalty 2959.010102 = -942155.049833
  nChanged 8
		SP:Iteration 41Q (5914.390000 sec): 3 clusters
  Score: Raw -945118.464473 + Penalty 2959.010102 = -942159.454371
  nChanged 14
		SP:Iteration 42Q (5914.640000 sec): 3 clusters
  Score: Raw -945124.810816 + Penalty 2959.010102 = -942165.800714
  nChanged 10
		SP:Iteration 43Q (5914.830000 sec): 3 clusters
  Score: Raw -945128.870126 + Penalty 2959.010102 = -942169.860024
  nChanged 10
		SP:Iteration 44Q (5915.080000 sec): 3 clusters
  Score: Raw -945134.535428 + Penalty 2959.010102 = -942175.525326
  nChanged 15
		SP:Iteration 45Q (5915.310000 sec): 3 clusters
  Score: Raw -945142.681798 + Penalty 2959.010102 = -942183.671696
  nChanged 13
		SP:Iteration 46Q (5915.500000 sec): 3 clusters
  Score: Raw -945149.341004 + Penalty 2959.010102 = -942190.330902
  nChanged 12
		SP:Iteration 47Q (5915.720000 sec): 3 clusters
  Score: Raw -945155.332454 + Penalty 2959.010102 = -942196.322352
  nChanged 9
		SP:Iteration 48Q (5915.880000 sec): 3 clusters
  Score: Raw -945159.238831 + Penalty 2959.010102 = -942200.228729
  nChanged 10
		SP:Iteration 49Q (5916.100000 sec): 3 clusters
  Score: Raw -945163.315973 + Penalty 2959.010102 = -942204.305871
  nChanged 13
		SP:Iteration 50Q (5916.330000 sec): 3 clusters
  Score: Raw -945171.189719 + Penalty 2959.010102 = -942212.179618
  nChanged 11
		SP:Iteration 51Q (5916.580000 sec): 3 clusters
  Score: Raw -945176.785428 + Penalty 2959.010102 = -942217.775327
  nChanged 11
		SP:Iteration 52Q (5916.740000 sec): 3 clusters
  Score: Raw -945182.769203 + Penalty 2959.010102 = -942223.759101
  nChanged 10
		SP:Iteration 53Q (5916.930000 sec): 3 clusters
  Score: Raw -945190.162375 + Penalty 2959.010102 = -942231.152273
  nChanged 9
		SP:Iteration 54Q (5917.170000 sec): 3 clusters
  Score: Raw -945197.148575 + Penalty 2959.010102 = -942238.138474
  nChanged 11
		SP:Iteration 55Q (5917.410000 sec): 3 clusters
  Score: Raw -945204.469186 + Penalty 2959.010102 = -942245.459084
  nChanged 9
		SP:Iteration 56Q (5917.600000 sec): 3 clusters
  Score: Raw -945209.532681 + Penalty 2959.010102 = -942250.522579
  nChanged 9
		SP:Iteration 57Q (5917.810000 sec): 3 clusters
  Score: Raw -945213.427958 + Penalty 2959.010102 = -942254.417856
  nChanged 5
		SP:Iteration 58Q (5918.050000 sec): 3 clusters
  Score: Raw -945215.834348 + Penalty 2959.010102 = -942256.824246
  nChanged 1
		SP:Iteration 59Q (5918.270000 sec): 3 clusters
  Score: Raw -945216.292660 + Penalty 2959.010102 = -942257.282558
  nChanged 2
		SP:Iteration 60F (5918.470000 sec): 3 clusters
  Score: Raw -945216.876219 + Penalty 2959.010102 = -942257.866118
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 4 (8058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5918.580000 sec): 2 clusters
  Score: Raw -748124.644808 + Penalty 1461.593358 = -746663.051450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5918.790000 sec): 3 clusters
  Score: Raw -743782.389063 + Penalty 2923.186716 = -740859.202347
  nChanged 3365
		SP:Iteration 1F (5919.040000 sec): 3 clusters
  Score: Raw -745895.805909 + Penalty 2923.186716 = -742972.619193
  nChanged 680
		SP:Iteration 2F (5919.260000 sec): 3 clusters
  Score: Raw -746347.787674 + Penalty 2923.186716 = -743424.600958
  nChanged 565
		SP:Iteration 3F (5919.440000 sec): 3 clusters
  Score: Raw -746715.071210 + Penalty 2923.186716 = -743791.884494
  nChanged 493
		SP:Iteration 4F (5919.690000 sec): 3 clusters
  Score: Raw -747041.762737 + Penalty 2923.186716 = -744118.576021
  nChanged 411
		SP:Iteration 5F (5919.870000 sec): 3 clusters
  Score: Raw -747308.808512 + Penalty 2923.186716 = -744385.621795
  nChanged 359
		SP:Iteration 6Q (5920.090000 sec): 3 clusters
  Score: Raw -747518.599820 + Penalty 2923.186716 = -744595.413104
  nChanged 303
		SP:Iteration 7Q (5920.330000 sec): 3 clusters
  Score: Raw -747682.935933 + Penalty 2923.186716 = -744759.749217
  nChanged 249
		SP:Iteration 8Q (5920.520000 sec): 3 clusters
  Score: Raw -747807.139076 + Penalty 2923.186716 = -744883.952360
  nChanged 208
		SP:Iteration 9Q (5920.750000 sec): 3 clusters
  Score: Raw -747916.149720 + Penalty 2923.186716 = -744992.963003
  nChanged 207
		SP:Iteration 10Q (5920.930000 sec): 3 clusters
  Score: Raw -748020.139485 + Penalty 2923.186716 = -745096.952769
  nChanged 198
		SP:Iteration 11Q (5921.160000 sec): 3 clusters
  Score: Raw -748126.526585 + Penalty 2923.186716 = -745203.339869
  nChanged 197
		SP:Iteration 12Q (5921.420000 sec): 3 clusters
  Score: Raw -748245.538647 + Penalty 2923.186716 = -745322.351931
  nChanged 195
		SP:Iteration 13Q (5921.600000 sec): 3 clusters
  Score: Raw -748404.199472 + Penalty 2923.186716 = -745481.012756
  nChanged 235
		SP:Iteration 14Q (5921.820000 sec): 3 clusters
  Score: Raw -748626.427223 + Penalty 2923.186716 = -745703.240507
  nChanged 261
		SP:Iteration 15Q (5922.060000 sec): 3 clusters
  Score: Raw -748926.281755 + Penalty 2923.186716 = -746003.095039
  nChanged 284
		SP:Iteration 16Q (5922.340000 sec): 3 clusters
  Score: Raw -749231.137575 + Penalty 2923.186716 = -746307.950859
  nChanged 253
		SP:Iteration 17Q (5922.530000 sec): 3 clusters
  Score: Raw -749497.256990 + Penalty 2923.186716 = -746574.070273
  nChanged 223
		SP:Iteration 18Q (5922.820000 sec): 3 clusters
  Score: Raw -749709.170418 + Penalty 2923.186716 = -746785.983701
  nChanged 190
		SP:Iteration 19Q (5923.030000 sec): 3 clusters
  Score: Raw -749878.788959 + Penalty 2923.186716 = -746955.602243
  nChanged 155
		SP:Iteration 20F (5923.220000 sec): 3 clusters
  Score: Raw -749997.502286 + Penalty 2923.186716 = -747074.315569
  nChanged 120
		SP:Iteration 21Q (5923.450000 sec): 3 clusters
  Score: Raw -750061.660825 + Penalty 2923.186716 = -747138.474109
  nChanged 99
		SP:Iteration 22Q (5923.630000 sec): 3 clusters
  Score: Raw -750108.596730 + Penalty 2923.186716 = -747185.410013
  nChanged 78
		SP:Iteration 23Q (5923.860000 sec): 3 clusters
  Score: Raw -750138.903676 + Penalty 2923.186716 = -747215.716959
  nChanged 57
		SP:Iteration 24Q (5924.040000 sec): 3 clusters
  Score: Raw -750152.626193 + Penalty 2923.186716 = -747229.439477
  nChanged 25
		SP:Iteration 25Q (5924.250000 sec): 3 clusters
  Score: Raw -750157.930297 + Penalty 2923.186716 = -747234.743581
  nChanged 23
		SP:Iteration 26Q (5924.440000 sec): 3 clusters
  Score: Raw -750162.947340 + Penalty 2923.186716 = -747239.760624
  nChanged 15
		SP:Iteration 27Q (5924.640000 sec): 3 clusters
  Score: Raw -750165.773783 + Penalty 2923.186716 = -747242.587067
  nChanged 8
		SP:Iteration 28Q (5924.850000 sec): 3 clusters
  Score: Raw -750167.018010 + Penalty 2923.186716 = -747243.831294
  nChanged 6
		SP:Iteration 29Q (5925.050000 sec): 3 clusters
  Score: Raw -750167.851096 + Penalty 2923.186716 = -747244.664380
  nChanged 6
		SP:Iteration 30Q (5925.270000 sec): 3 clusters
  Score: Raw -750169.026824 + Penalty 2923.186716 = -747245.840107
  nChanged 9
		SP:Iteration 31Q (5925.500000 sec): 3 clusters
  Score: Raw -750170.392088 + Penalty 2923.186716 = -747247.205372
  nChanged 5
		SP:Iteration 32Q (5925.740000 sec): 3 clusters
  Score: Raw -750171.112891 + Penalty 2923.186716 = -747247.926175
  nChanged 3
		SP:Iteration 33Q (5925.920000 sec): 3 clusters
  Score: Raw -750171.628307 + Penalty 2923.186716 = -747248.441591
  nChanged 4
		SP:Iteration 34Q (5926.170000 sec): 3 clusters
  Score: Raw -750171.957411 + Penalty 2923.186716 = -747248.770695
  nChanged 0
		SP:Iteration 35F (5926.360000 sec): 3 clusters
  Score: Raw -750171.957411 + Penalty 2923.186716 = -747248.770695
  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 8.59 GB.

 Trying to split cluster 5 (6127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5926.490000 sec): 2 clusters
  Score: Raw -568732.577792 + Penalty 1417.074833 = -567315.502959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5926.800000 sec): 3 clusters
  Score: Raw -565526.032965 + Penalty 2834.149667 = -562691.883299
  nChanged 2492
		SP:Iteration 1F (5927.020000 sec): 3 clusters
  Score: Raw -566891.860714 + Penalty 2834.149667 = -564057.711047
  nChanged 449
		SP:Iteration 2F (5927.280000 sec): 3 clusters
  Score: Raw -567158.696404 + Penalty 2834.149667 = -564324.546738
  nChanged 377
		SP:Iteration 3F (5927.460000 sec): 3 clusters
  Score: Raw -567443.422179 + Penalty 2834.149667 = -564609.272512
  nChanged 356
		SP:Iteration 4F (5927.670000 sec): 3 clusters
  Score: Raw -567720.888909 + Penalty 2834.149667 = -564886.739242
  nChanged 322
		SP:Iteration 5F (5927.880000 sec): 3 clusters
  Score: Raw -567972.098171 + Penalty 2834.149667 = -565137.948504
  nChanged 285
		SP:Iteration 6Q (5928.080000 sec): 3 clusters
  Score: Raw -568140.884629 + Penalty 2834.149667 = -565306.734962
  nChanged 249
		SP:Iteration 7Q (5928.280000 sec): 3 clusters
  Score: Raw -568281.125091 + Penalty 2834.149667 = -565446.975424
  nChanged 194
		SP:Iteration 8Q (5928.470000 sec): 3 clusters
  Score: Raw -568376.744773 + Penalty 2834.149667 = -565542.595107
  nChanged 169
		SP:Iteration 9Q (5928.690000 sec): 3 clusters
  Score: Raw -568458.110010 + Penalty 2834.149667 = -565623.960343
  nChanged 126
		SP:Iteration 10Q (5928.890000 sec): 3 clusters
  Score: Raw -568506.432678 + Penalty 2834.149667 = -565672.283012
  nChanged 104
		SP:Iteration 11Q (5929.180000 sec): 3 clusters
  Score: Raw -568538.683383 + Penalty 2834.149667 = -565704.533717
  nChanged 81
		SP:Iteration 12Q (5929.370000 sec): 3 clusters
  Score: Raw -568567.913333 + Penalty 2834.149667 = -565733.763667
  nChanged 76
		SP:Iteration 13Q (5929.620000 sec): 3 clusters
  Score: Raw -568594.834523 + Penalty 2834.149667 = -565760.684856
  nChanged 64
		SP:Iteration 14Q (5929.830000 sec): 3 clusters
  Score: Raw -568620.895076 + Penalty 2834.149667 = -565786.745409
  nChanged 72
		SP:Iteration 15Q (5930.070000 sec): 3 clusters
  Score: Raw -568654.550396 + Penalty 2834.149667 = -565820.400729
  nChanged 75
		SP:Iteration 16Q (5930.280000 sec): 3 clusters
  Score: Raw -568684.951339 + Penalty 2834.149667 = -565850.801672
  nChanged 70
		SP:Iteration 17Q (5930.520000 sec): 3 clusters
  Score: Raw -568711.909127 + Penalty 2834.149667 = -565877.759461
  nChanged 69
		SP:Iteration 18Q (5930.800000 sec): 3 clusters
  Score: Raw -568740.038683 + Penalty 2834.149667 = -565905.889016
  nChanged 75
		SP:Iteration 19Q (5930.990000 sec): 3 clusters
  Score: Raw -568773.214470 + Penalty 2834.149667 = -565939.064804
  nChanged 67
		SP:Iteration 20F (5931.220000 sec): 3 clusters
  Score: Raw -568802.707622 + Penalty 2834.149667 = -565968.557955
  nChanged 74
		SP:Iteration 21Q (5931.440000 sec): 3 clusters
  Score: Raw -568833.378698 + Penalty 2834.149667 = -565999.229032
  nChanged 72
		SP:Iteration 22Q (5931.640000 sec): 3 clusters
  Score: Raw -568861.227790 + Penalty 2834.149667 = -566027.078123
  nChanged 62
		SP:Iteration 23Q (5931.880000 sec): 3 clusters
  Score: Raw -568881.804846 + Penalty 2834.149667 = -566047.655179
  nChanged 56
		SP:Iteration 24Q (5932.120000 sec): 3 clusters
  Score: Raw -568900.104961 + Penalty 2834.149667 = -566065.955295
  nChanged 48
		SP:Iteration 25Q (5932.330000 sec): 3 clusters
  Score: Raw -568911.442811 + Penalty 2834.149667 = -566077.293144
  nChanged 34
		SP:Iteration 26Q (5932.560000 sec): 3 clusters
  Score: Raw -568918.466123 + Penalty 2834.149667 = -566084.316457
  nChanged 25
		SP:Iteration 27Q (5932.760000 sec): 3 clusters
  Score: Raw -568925.026591 + Penalty 2834.149667 = -566090.876925
  nChanged 30
		SP:Iteration 28Q (5932.960000 sec): 3 clusters
  Score: Raw -568935.833133 + Penalty 2834.149667 = -566101.683467
  nChanged 35
		SP:Iteration 29Q (5933.190000 sec): 3 clusters
  Score: Raw -568945.138909 + Penalty 2834.149667 = -566110.989242
  nChanged 34
		SP:Iteration 30Q (5933.380000 sec): 3 clusters
  Score: Raw -568953.544830 + Penalty 2834.149667 = -566119.395164
  nChanged 31
		SP:Iteration 31Q (5933.580000 sec): 3 clusters
  Score: Raw -568960.535826 + Penalty 2834.149667 = -566126.386159
  nChanged 30
		SP:Iteration 32Q (5933.780000 sec): 3 clusters
  Score: Raw -568966.825399 + Penalty 2834.149667 = -566132.675733
  nChanged 24
		SP:Iteration 33Q (5934.040000 sec): 3 clusters
  Score: Raw -568971.928633 + Penalty 2834.149667 = -566137.778967
  nChanged 23
		SP:Iteration 34Q (5934.210000 sec): 3 clusters
  Score: Raw -568976.105861 + Penalty 2834.149667 = -566141.956194
  nChanged 13
		SP:Iteration 35Q (5934.450000 sec): 3 clusters
  Score: Raw -568978.232125 + Penalty 2834.149667 = -566144.082458
  nChanged 14
		SP:Iteration 36Q (5934.650000 sec): 3 clusters
  Score: Raw -568981.057248 + Penalty 2834.149667 = -566146.907581
  nChanged 12
		SP:Iteration 37Q (5934.850000 sec): 3 clusters
  Score: Raw -568983.598854 + Penalty 2834.149667 = -566149.449187
  nChanged 17
		SP:Iteration 38Q (5935.060000 sec): 3 clusters
  Score: Raw -568986.885465 + Penalty 2834.149667 = -566152.735799
  nChanged 14
		SP:Iteration 39Q (5935.260000 sec): 3 clusters
  Score: Raw -568990.092054 + Penalty 2834.149667 = -566155.942387
  nChanged 18
		SP:Iteration 40F (5935.440000 sec): 3 clusters
  Score: Raw -568994.257284 + Penalty 2834.149667 = -566160.107617
  nChanged 16
		SP:Iteration 41Q (5935.660000 sec): 3 clusters
  Score: Raw -568997.709467 + Penalty 2834.149667 = -566163.559800
  nChanged 15
		SP:Iteration 42Q (5935.860000 sec): 3 clusters
  Score: Raw -569000.789951 + Penalty 2834.149667 = -566166.640285
  nChanged 14
		SP:Iteration 43Q (5936.120000 sec): 3 clusters
  Score: Raw -569002.977381 + Penalty 2834.149667 = -566168.827714
  nChanged 9
		SP:Iteration 44Q (5936.310000 sec): 3 clusters
  Score: Raw -569004.668695 + Penalty 2834.149667 = -566170.519029
  nChanged 5
		SP:Iteration 45Q (5936.530000 sec): 3 clusters
  Score: Raw -569006.206283 + Penalty 2834.149667 = -566172.056616
  nChanged 8
		SP:Iteration 46Q (5936.730000 sec): 3 clusters
  Score: Raw -569007.481720 + Penalty 2834.149667 = -566173.332053
  nChanged 9
		SP:Iteration 47Q (5936.890000 sec): 3 clusters
  Score: Raw -569008.331532 + Penalty 2834.149667 = -566174.181865
  nChanged 5
		SP:Iteration 48Q (5937.110000 sec): 3 clusters
  Score: Raw -569009.146414 + Penalty 2834.149667 = -566174.996748
  nChanged 6
		SP:Iteration 49Q (5937.290000 sec): 3 clusters
  Score: Raw -569010.215851 + Penalty 2834.149667 = -566176.066184
  nChanged 4
		SP:Iteration 50Q (5937.500000 sec): 3 clusters
  Score: Raw -569010.929075 + Penalty 2834.149667 = -566176.779409
  nChanged 4
		SP:Iteration 51Q (5937.700000 sec): 3 clusters
  Score: Raw -569011.747691 + Penalty 2834.149667 = -566177.598025
  nChanged 8
		SP:Iteration 52Q (5937.890000 sec): 3 clusters
  Score: Raw -569012.737303 + Penalty 2834.149667 = -566178.587637
  nChanged 4
		SP:Iteration 53Q (5938.100000 sec): 3 clusters
  Score: Raw -569013.317268 + Penalty 2834.149667 = -566179.167602
  nChanged 1
		SP:Iteration 54Q (5938.330000 sec): 3 clusters
  Score: Raw -569013.460231 + Penalty 2834.149667 = -566179.310564
  nChanged 2
		SP:Iteration 55Q (5938.510000 sec): 3 clusters
  Score: Raw -569014.034609 + Penalty 2834.149667 = -566179.884943
  nChanged 4
		SP:Iteration 56Q (5938.700000 sec): 3 clusters
  Score: Raw -569014.727109 + Penalty 2834.149667 = -566180.577442
  nChanged 5
		SP:Iteration 57Q (5938.890000 sec): 3 clusters
  Score: Raw -569015.675799 + Penalty 2834.149667 = -566181.526133
  nChanged 4
		SP:Iteration 58Q (5939.120000 sec): 3 clusters
  Score: Raw -569016.458477 + Penalty 2834.149667 = -566182.308810
  nChanged 4
		SP:Iteration 59Q (5939.340000 sec): 3 clusters
  Score: Raw -569017.135182 + Penalty 2834.149667 = -566182.985515
  nChanged 10
		SP:Iteration 60F (5939.490000 sec): 3 clusters
  Score: Raw -569019.394005 + Penalty 2834.149667 = -566185.244338
  nChanged 12
		SP:Iteration 61Q (5939.690000 sec): 3 clusters
  Score: Raw -569022.895336 + Penalty 2834.149667 = -566188.745670
  nChanged 18
		SP:Iteration 62Q (5939.880000 sec): 3 clusters
  Score: Raw -569026.014815 + Penalty 2834.149667 = -566191.865148
  nChanged 13
		SP:Iteration 63Q (5940.130000 sec): 3 clusters
  Score: Raw -569028.137988 + Penalty 2834.149667 = -566193.988322
  nChanged 8
		SP:Iteration 64Q (5940.290000 sec): 3 clusters
  Score: Raw -569029.348202 + Penalty 2834.149667 = -566195.198535
  nChanged 7
		SP:Iteration 65Q (5940.500000 sec): 3 clusters
  Score: Raw -569029.996705 + Penalty 2834.149667 = -566195.847038
  nChanged 4
		SP:Iteration 66Q (5940.720000 sec): 3 clusters
  Score: Raw -569030.511663 + Penalty 2834.149667 = -566196.361996
  nChanged 5
		SP:Iteration 67Q (5940.930000 sec): 3 clusters
  Score: Raw -569031.276825 + Penalty 2834.149667 = -566197.127158
  nChanged 8
		SP:Iteration 68Q (5941.130000 sec): 3 clusters
  Score: Raw -569033.024472 + Penalty 2834.149667 = -566198.874805
  nChanged 5
		SP:Iteration 69Q (5941.330000 sec): 3 clusters
  Score: Raw -569033.894071 + Penalty 2834.149667 = -566199.744404
  nChanged 5
		SP:Iteration 70Q (5941.580000 sec): 3 clusters
  Score: Raw -569034.493867 + Penalty 2834.149667 = -566200.344201
  nChanged 5
		SP:Iteration 71Q (5941.820000 sec): 3 clusters
  Score: Raw -569035.019074 + Penalty 2834.149667 = -566200.869408
  nChanged 2
		SP:Iteration 72Q (5941.970000 sec): 3 clusters
  Score: Raw -569035.222824 + Penalty 2834.149667 = -566201.073157
  nChanged 1
		SP:Iteration 73Q (5942.180000 sec): 3 clusters
  Score: Raw -569035.479654 + Penalty 2834.149667 = -566201.329987
  nChanged 1
		SP:Iteration 74Q (5942.420000 sec): 3 clusters
  Score: Raw -569035.674551 + Penalty 2834.149667 = -566201.524885
  nChanged 3
		SP:Iteration 75Q (5942.650000 sec): 3 clusters
  Score: Raw -569035.994638 + Penalty 2834.149667 = -566201.844971
  nChanged 3
		SP:Iteration 76Q (5942.860000 sec): 3 clusters
  Score: Raw -569036.717810 + Penalty 2834.149667 = -566202.568143
  nChanged 5
		SP:Iteration 77Q (5943.040000 sec): 3 clusters
  Score: Raw -569037.442248 + Penalty 2834.149667 = -566203.292582
  nChanged 8
		SP:Iteration 78Q (5943.220000 sec): 3 clusters
  Score: Raw -569038.105359 + Penalty 2834.149667 = -566203.955693
  nChanged 2
		SP:Iteration 79Q (5943.410000 sec): 3 clusters
  Score: Raw -569038.353102 + Penalty 2834.149667 = -566204.203435
  nChanged 1
		SP:Iteration 80F (5943.630000 sec): 3 clusters
  Score: Raw -569038.405682 + Penalty 2834.149667 = -566204.256015
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 6 (22025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5943.830000 sec): 2 clusters
  Score: Raw -2341752.108579 + Penalty 1624.989186 = -2340127.119393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5944.110000 sec): 3 clusters
  Score: Raw -2328378.885980 + Penalty 3249.978372 = -2325128.907608
  nChanged 9966
		SP:Iteration 1F (5944.370000 sec): 3 clusters
  Score: Raw -2333935.968782 + Penalty 3249.978372 = -2330685.990410
  nChanged 1154
		SP:Iteration 2F (5944.680000 sec): 3 clusters
  Score: Raw -2334438.711012 + Penalty 3249.978372 = -2331188.732641
  nChanged 1158
		SP:Iteration 3F (5945.000000 sec): 3 clusters
  Score: Raw -2335023.421565 + Penalty 3249.978372 = -2331773.443193
  nChanged 1231
		SP:Iteration 4F (5945.330000 sec): 3 clusters
  Score: Raw -2335830.434954 + Penalty 3249.978372 = -2332580.456583
  nChanged 1382
		SP:Iteration 5F (5945.640000 sec): 3 clusters
  Score: Raw -2337081.164405 + Penalty 3249.978372 = -2333831.186033
  nChanged 1641
		SP:Iteration 6F (5945.980000 sec): 3 clusters
  Score: Raw -2338734.763316 + Penalty 3249.978372 = -2335484.784945
  nChanged 1744
		SP:Iteration 7F (5946.260000 sec): 3 clusters
  Score: Raw -2340435.947668 + Penalty 3249.978372 = -2337185.969297
  nChanged 1472
		SP:Iteration 8F (5946.620000 sec): 3 clusters
  Score: Raw -2341544.135778 + Penalty 3249.978372 = -2338294.157407
  nChanged 1062
		SP:Iteration 9Q (5946.900000 sec): 3 clusters
  Score: Raw -2342082.063759 + Penalty 3249.978372 = -2338832.085388
  nChanged 677
		SP:Iteration 10Q (5947.170000 sec): 3 clusters
  Score: Raw -2342310.042636 + Penalty 3249.978372 = -2339060.064264
  nChanged 444
		SP:Iteration 11Q (5947.410000 sec): 3 clusters
  Score: Raw -2342423.483163 + Penalty 3249.978372 = -2339173.504792
  nChanged 309
		SP:Iteration 12Q (5947.690000 sec): 3 clusters
  Score: Raw -2342491.122622 + Penalty 3249.978372 = -2339241.144251
  nChanged 224
		SP:Iteration 13Q (5947.990000 sec): 3 clusters
  Score: Raw -2342530.654638 + Penalty 3249.978372 = -2339280.676266
  nChanged 180
		SP:Iteration 14Q (5948.250000 sec): 3 clusters
  Score: Raw -2342559.354175 + Penalty 3249.978372 = -2339309.375804
  nChanged 150
		SP:Iteration 15Q (5948.510000 sec): 3 clusters
  Score: Raw -2342580.012374 + Penalty 3249.978372 = -2339330.034003
  nChanged 116
		SP:Iteration 16Q (5948.740000 sec): 3 clusters
  Score: Raw -2342594.405316 + Penalty 3249.978372 = -2339344.426944
  nChanged 120
		SP:Iteration 17Q (5949.050000 sec): 3 clusters
  Score: Raw -2342610.051948 + Penalty 3249.978372 = -2339360.073576
  nChanged 118
		SP:Iteration 18Q (5949.310000 sec): 3 clusters
  Score: Raw -2342627.511753 + Penalty 3249.978372 = -2339377.533381
  nChanged 126
		SP:Iteration 19Q (5949.550000 sec): 3 clusters
  Score: Raw -2342645.778805 + Penalty 3249.978372 = -2339395.800433
  nChanged 107
		SP:Iteration 20F (5949.890000 sec): 3 clusters
  Score: Raw -2342660.061231 + Penalty 3249.978372 = -2339410.082859
  nChanged 90
		SP:Iteration 21Q (5950.160000 sec): 3 clusters
  Score: Raw -2342669.925572 + Penalty 3249.978372 = -2339419.947200
  nChanged 77
		SP:Iteration 22Q (5950.500000 sec): 3 clusters
  Score: Raw -2342677.948963 + Penalty 3249.978372 = -2339427.970591
  nChanged 77
		SP:Iteration 23Q (5950.770000 sec): 3 clusters
  Score: Raw -2342686.818943 + Penalty 3249.978372 = -2339436.840571
  nChanged 70
		SP:Iteration 24Q (5951.080000 sec): 3 clusters
  Score: Raw -2342694.619613 + Penalty 3249.978372 = -2339444.641242
  nChanged 63
		SP:Iteration 25Q (5951.370000 sec): 3 clusters
  Score: Raw -2342700.662419 + Penalty 3249.978372 = -2339450.684048
  nChanged 72
		SP:Iteration 26Q (5951.660000 sec): 3 clusters
  Score: Raw -2342708.572705 + Penalty 3249.978372 = -2339458.594333
  nChanged 66
		SP:Iteration 27Q (5951.920000 sec): 3 clusters
  Score: Raw -2342717.076520 + Penalty 3249.978372 = -2339467.098149
  nChanged 67
		SP:Iteration 28Q (5952.220000 sec): 3 clusters
  Score: Raw -2342725.518087 + Penalty 3249.978372 = -2339475.539716
  nChanged 56
		SP:Iteration 29Q (5952.540000 sec): 3 clusters
  Score: Raw -2342732.725396 + Penalty 3249.978372 = -2339482.747024
  nChanged 55
		SP:Iteration 30Q (5952.870000 sec): 3 clusters
  Score: Raw -2342740.182523 + Penalty 3249.978372 = -2339490.204152
  nChanged 52
		SP:Iteration 31Q (5953.200000 sec): 3 clusters
  Score: Raw -2342746.766275 + Penalty 3249.978372 = -2339496.787903
  nChanged 55
		SP:Iteration 32Q (5953.480000 sec): 3 clusters
  Score: Raw -2342752.088747 + Penalty 3249.978372 = -2339502.110375
  nChanged 39
		SP:Iteration 33Q (5953.820000 sec): 3 clusters
  Score: Raw -2342755.465877 + Penalty 3249.978372 = -2339505.487505
  nChanged 28
		SP:Iteration 34Q (5954.160000 sec): 3 clusters
  Score: Raw -2342757.761783 + Penalty 3249.978372 = -2339507.783412
  nChanged 29
		SP:Iteration 35Q (5954.450000 sec): 3 clusters
  Score: Raw -2342760.752094 + Penalty 3249.978372 = -2339510.773722
  nChanged 33
		SP:Iteration 36Q (5954.750000 sec): 3 clusters
  Score: Raw -2342763.835260 + Penalty 3249.978372 = -2339513.856889
  nChanged 30
		SP:Iteration 37Q (5955.100000 sec): 3 clusters
  Score: Raw -2342766.654411 + Penalty 3249.978372 = -2339516.676039
  nChanged 28
		SP:Iteration 38Q (5955.350000 sec): 3 clusters
  Score: Raw -2342768.901744 + Penalty 3249.978372 = -2339518.923373
  nChanged 21
		SP:Iteration 39Q (5955.660000 sec): 3 clusters
  Score: Raw -2342770.490243 + Penalty 3249.978372 = -2339520.511871
  nChanged 20
		SP:Iteration 40F (5955.940000 sec): 3 clusters
  Score: Raw -2342772.505064 + Penalty 3249.978372 = -2339522.526692
  nChanged 28
		SP:Iteration 41Q (5956.230000 sec): 3 clusters
  Score: Raw -2342774.826061 + Penalty 3249.978372 = -2339524.847690
  nChanged 30
		SP:Iteration 42Q (5956.500000 sec): 3 clusters
  Score: Raw -2342777.624404 + Penalty 3249.978372 = -2339527.646032
  nChanged 32
		SP:Iteration 43Q (5956.750000 sec): 3 clusters
  Score: Raw -2342780.897259 + Penalty 3249.978372 = -2339530.918888
  nChanged 34
		SP:Iteration 44Q (5957.030000 sec): 3 clusters
  Score: Raw -2342784.013164 + Penalty 3249.978372 = -2339534.034792
  nChanged 25
		SP:Iteration 45Q (5957.320000 sec): 3 clusters
  Score: Raw -2342786.294059 + Penalty 3249.978372 = -2339536.315688
  nChanged 21
		SP:Iteration 46Q (5957.620000 sec): 3 clusters
  Score: Raw -2342787.813835 + Penalty 3249.978372 = -2339537.835464
  nChanged 15
		SP:Iteration 47Q (5957.870000 sec): 3 clusters
  Score: Raw -2342789.240383 + Penalty 3249.978372 = -2339539.262011
  nChanged 19
		SP:Iteration 48Q (5958.160000 sec): 3 clusters
  Score: Raw -2342790.699196 + Penalty 3249.978372 = -2339540.720825
  nChanged 19
		SP:Iteration 49Q (5958.430000 sec): 3 clusters
  Score: Raw -2342792.484014 + Penalty 3249.978372 = -2339542.505642
  nChanged 21
		SP:Iteration 50Q (5958.750000 sec): 3 clusters
  Score: Raw -2342794.704062 + Penalty 3249.978372 = -2339544.725691
  nChanged 21
		SP:Iteration 51Q (5959.080000 sec): 3 clusters
  Score: Raw -2342796.594568 + Penalty 3249.978372 = -2339546.616197
  nChanged 15
		SP:Iteration 52Q (5959.420000 sec): 3 clusters
  Score: Raw -2342798.085188 + Penalty 3249.978372 = -2339548.106817
  nChanged 20
		SP:Iteration 53Q (5959.760000 sec): 3 clusters
  Score: Raw -2342799.806376 + Penalty 3249.978372 = -2339549.828005
  nChanged 10
		SP:Iteration 54Q (5960.070000 sec): 3 clusters
  Score: Raw -2342800.754472 + Penalty 3249.978372 = -2339550.776101
  nChanged 14
		SP:Iteration 55Q (5960.350000 sec): 3 clusters
  Score: Raw -2342801.743277 + Penalty 3249.978372 = -2339551.764905
  nChanged 7
		SP:Iteration 56Q (5960.670000 sec): 3 clusters
  Score: Raw -2342802.206079 + Penalty 3249.978372 = -2339552.227707
  nChanged 6
		SP:Iteration 57Q (5960.950000 sec): 3 clusters
  Score: Raw -2342802.607980 + Penalty 3249.978372 = -2339552.629608
  nChanged 6
		SP:Iteration 58Q (5961.310000 sec): 3 clusters
  Score: Raw -2342803.003393 + Penalty 3249.978372 = -2339553.025022
  nChanged 7
		SP:Iteration 59Q (5961.630000 sec): 3 clusters
  Score: Raw -2342803.515816 + Penalty 3249.978372 = -2339553.537445
  nChanged 8
		SP:Iteration 60F (5961.890000 sec): 3 clusters
  Score: Raw -2342804.000557 + Penalty 3249.978372 = -2339554.022185
  nChanged 6
		SP:Iteration 61Q (5962.200000 sec): 3 clusters
  Score: Raw -2342804.371339 + Penalty 3249.978372 = -2339554.392967
  nChanged 8
		SP:Iteration 62Q (5962.440000 sec): 3 clusters
  Score: Raw -2342805.000676 + Penalty 3249.978372 = -2339555.022305
  nChanged 9
		SP:Iteration 63Q (5962.730000 sec): 3 clusters
  Score: Raw -2342805.781645 + Penalty 3249.978372 = -2339555.803274
  nChanged 10
		SP:Iteration 64Q (5963.010000 sec): 3 clusters
  Score: Raw -2342806.494455 + Penalty 3249.978372 = -2339556.516084
  nChanged 12
		SP:Iteration 65Q (5963.290000 sec): 3 clusters
  Score: Raw -2342807.536664 + Penalty 3249.978372 = -2339557.558292
  nChanged 13
		SP:Iteration 66Q (5963.630000 sec): 3 clusters
  Score: Raw -2342808.515257 + Penalty 3249.978372 = -2339558.536886
  nChanged 9
		SP:Iteration 67Q (5963.970000 sec): 3 clusters
  Score: Raw -2342809.340555 + Penalty 3249.978372 = -2339559.362184
  nChanged 12
		SP:Iteration 68Q (5964.320000 sec): 3 clusters
  Score: Raw -2342810.311252 + Penalty 3249.978372 = -2339560.332881
  nChanged 14
		SP:Iteration 69Q (5964.620000 sec): 3 clusters
  Score: Raw -2342811.397278 + Penalty 3249.978372 = -2339561.418906
  nChanged 14
		SP:Iteration 70Q (5964.920000 sec): 3 clusters
  Score: Raw -2342812.578677 + Penalty 3249.978372 = -2339562.600306
  nChanged 12
		SP:Iteration 71Q (5965.220000 sec): 3 clusters
  Score: Raw -2342813.665250 + Penalty 3249.978372 = -2339563.686878
  nChanged 13
		SP:Iteration 72Q (5965.570000 sec): 3 clusters
  Score: Raw -2342814.599257 + Penalty 3249.978372 = -2339564.620885
  nChanged 10
		SP:Iteration 73Q (5965.900000 sec): 3 clusters
  Score: Raw -2342815.294697 + Penalty 3249.978372 = -2339565.316326
  nChanged 11
		SP:Iteration 74Q (5966.190000 sec): 3 clusters
  Score: Raw -2342816.157706 + Penalty 3249.978372 = -2339566.179335
  nChanged 7
		SP:Iteration 75Q (5966.490000 sec): 3 clusters
  Score: Raw -2342816.783447 + Penalty 3249.978372 = -2339566.805076
  nChanged 11
		SP:Iteration 76Q (5966.800000 sec): 3 clusters
  Score: Raw -2342817.684716 + Penalty 3249.978372 = -2339567.706344
  nChanged 12
		SP:Iteration 77Q (5967.080000 sec): 3 clusters
  Score: Raw -2342818.501506 + Penalty 3249.978372 = -2339568.523135
  nChanged 11
		SP:Iteration 78Q (5967.320000 sec): 3 clusters
  Score: Raw -2342819.193848 + Penalty 3249.978372 = -2339569.215476
  nChanged 10
		SP:Iteration 79Q (5967.600000 sec): 3 clusters
  Score: Raw -2342819.973553 + Penalty 3249.978372 = -2339569.995181
  nChanged 6
		SP:Iteration 80F (5967.880000 sec): 3 clusters
  Score: Raw -2342820.520814 + Penalty 3249.978372 = -2339570.542443
  nChanged 7
		SP:Iteration 81Q (5968.180000 sec): 3 clusters
  Score: Raw -2342820.893685 + Penalty 3249.978372 = -2339570.915313
  nChanged 3
		SP:Iteration 82Q (5968.500000 sec): 3 clusters
  Score: Raw -2342821.065667 + Penalty 3249.978372 = -2339571.087295
  nChanged 1
		SP:Iteration 83Q (5968.810000 sec): 3 clusters
  Score: Raw -2342821.112234 + Penalty 3249.978372 = -2339571.133863
  nChanged 1
		SP:Iteration 84Q (5969.110000 sec): 3 clusters
  Score: Raw -2342821.148132 + Penalty 3249.978372 = -2339571.169760
  nChanged 0
		SP:Iteration 85F (5969.420000 sec): 3 clusters
  Score: Raw -2342821.148132 + Penalty 3249.978372 = -2339571.169760
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 7 (14839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5969.600000 sec): 2 clusters
  Score: Raw -1456101.414969 + Penalty 1560.814796 = -1454540.600173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5969.870000 sec): 3 clusters
  Score: Raw -1447551.525685 + Penalty 3121.629592 = -1444429.896094
  nChanged 6573
		SP:Iteration 1F (5970.140000 sec): 3 clusters
  Score: Raw -1451155.695456 + Penalty 3121.629592 = -1448034.065864
  nChanged 838
		SP:Iteration 2F (5970.370000 sec): 3 clusters
  Score: Raw -1451498.528379 + Penalty 3121.629592 = -1448376.898787
  nChanged 761
		SP:Iteration 3F (5970.620000 sec): 3 clusters
  Score: Raw -1451826.362598 + Penalty 3121.629592 = -1448704.733007
  nChanged 693
		SP:Iteration 4Q (5970.850000 sec): 3 clusters
  Score: Raw -1452156.523593 + Penalty 3121.629592 = -1449034.894002
  nChanged 696
		SP:Iteration 5Q (5971.110000 sec): 3 clusters
  Score: Raw -1452504.192140 + Penalty 3121.629592 = -1449382.562548
  nChanged 675
		SP:Iteration 6Q (5971.400000 sec): 3 clusters
  Score: Raw -1452831.377221 + Penalty 3121.629592 = -1449709.747629
  nChanged 650
		SP:Iteration 7Q (5971.620000 sec): 3 clusters
  Score: Raw -1453171.487283 + Penalty 3121.629592 = -1450049.857691
  nChanged 616
		SP:Iteration 8Q (5971.860000 sec): 3 clusters
  Score: Raw -1453466.273330 + Penalty 3121.629592 = -1450344.643738
  nChanged 573
		SP:Iteration 9Q (5972.120000 sec): 3 clusters
  Score: Raw -1453720.267064 + Penalty 3121.629592 = -1450598.637472
  nChanged 484
		SP:Iteration 10Q (5972.350000 sec): 3 clusters
  Score: Raw -1453934.028416 + Penalty 3121.629592 = -1450812.398824
  nChanged 445
		SP:Iteration 11Q (5972.600000 sec): 3 clusters
  Score: Raw -1454117.890368 + Penalty 3121.629592 = -1450996.260777
  nChanged 383
		SP:Iteration 12Q (5972.840000 sec): 3 clusters
  Score: Raw -1454261.212285 + Penalty 3121.629592 = -1451139.582693
  nChanged 361
		SP:Iteration 13Q (5973.050000 sec): 3 clusters
  Score: Raw -1454384.609777 + Penalty 3121.629592 = -1451262.980185
  nChanged 292
		SP:Iteration 14Q (5973.280000 sec): 3 clusters
  Score: Raw -1454483.602952 + Penalty 3121.629592 = -1451361.973360
  nChanged 244
		SP:Iteration 15Q (5973.500000 sec): 3 clusters
  Score: Raw -1454556.647755 + Penalty 3121.629592 = -1451435.018163
  nChanged 211
		SP:Iteration 16Q (5973.760000 sec): 3 clusters
  Score: Raw -1454614.931611 + Penalty 3121.629592 = -1451493.302019
  nChanged 186
		SP:Iteration 17Q (5974.000000 sec): 3 clusters
  Score: Raw -1454663.698884 + Penalty 3121.629592 = -1451542.069292
  nChanged 178
		SP:Iteration 18Q (5974.230000 sec): 3 clusters
  Score: Raw -1454710.784847 + Penalty 3121.629592 = -1451589.155255
  nChanged 175
		SP:Iteration 19Q (5974.480000 sec): 3 clusters
  Score: Raw -1454756.477542 + Penalty 3121.629592 = -1451634.847950
  nChanged 174
		SP:Iteration 20F (5974.700000 sec): 3 clusters
  Score: Raw -1454802.418799 + Penalty 3121.629592 = -1451680.789208
  nChanged 182
		SP:Iteration 21Q (5974.970000 sec): 3 clusters
  Score: Raw -1454845.108988 + Penalty 3121.629592 = -1451723.479396
  nChanged 158
		SP:Iteration 22Q (5975.240000 sec): 3 clusters
  Score: Raw -1454883.574496 + Penalty 3121.629592 = -1451761.944904
  nChanged 176
		SP:Iteration 23Q (5975.480000 sec): 3 clusters
  Score: Raw -1454926.046169 + Penalty 3121.629592 = -1451804.416577
  nChanged 157
		SP:Iteration 24Q (5975.710000 sec): 3 clusters
  Score: Raw -1454965.684679 + Penalty 3121.629592 = -1451844.055087
  nChanged 176
		SP:Iteration 25Q (5975.990000 sec): 3 clusters
  Score: Raw -1455016.167967 + Penalty 3121.629592 = -1451894.538375
  nChanged 173
		SP:Iteration 26Q (5976.230000 sec): 3 clusters
  Score: Raw -1455066.735507 + Penalty 3121.629592 = -1451945.105915
  nChanged 170
		SP:Iteration 27Q (5976.530000 sec): 3 clusters
  Score: Raw -1455119.590853 + Penalty 3121.629592 = -1451997.961261
  nChanged 175
		SP:Iteration 28Q (5976.850000 sec): 3 clusters
  Score: Raw -1455171.858658 + Penalty 3121.629592 = -1452050.229066
  nChanged 162
		SP:Iteration 29Q (5977.100000 sec): 3 clusters
  Score: Raw -1455211.114272 + Penalty 3121.629592 = -1452089.484680
  nChanged 154
		SP:Iteration 30Q (5977.390000 sec): 3 clusters
  Score: Raw -1455246.671891 + Penalty 3121.629592 = -1452125.042299
  nChanged 141
		SP:Iteration 31Q (5977.660000 sec): 3 clusters
  Score: Raw -1455284.413932 + Penalty 3121.629592 = -1452162.784340
  nChanged 163
		SP:Iteration 32Q (5977.970000 sec): 3 clusters
  Score: Raw -1455336.919900 + Penalty 3121.629592 = -1452215.290308
  nChanged 179
		SP:Iteration 33Q (5978.180000 sec): 3 clusters
  Score: Raw -1455395.304133 + Penalty 3121.629592 = -1452273.674541
  nChanged 181
		SP:Iteration 34Q (5978.420000 sec): 3 clusters
  Score: Raw -1455459.268352 + Penalty 3121.629592 = -1452337.638760
  nChanged 192
		SP:Iteration 35Q (5978.640000 sec): 3 clusters
  Score: Raw -1455525.465262 + Penalty 3121.629592 = -1452403.835670
  nChanged 195
		SP:Iteration 36Q (5978.940000 sec): 3 clusters
  Score: Raw -1455597.975211 + Penalty 3121.629592 = -1452476.345619
  nChanged 185
		SP:Iteration 37Q (5979.190000 sec): 3 clusters
  Score: Raw -1455673.143960 + Penalty 3121.629592 = -1452551.514368
  nChanged 200
		SP:Iteration 38Q (5979.440000 sec): 3 clusters
  Score: Raw -1455764.821245 + Penalty 3121.629592 = -1452643.191653
  nChanged 199
		SP:Iteration 39Q (5979.730000 sec): 3 clusters
  Score: Raw -1455862.135249 + Penalty 3121.629592 = -1452740.505657
  nChanged 213
		SP:Iteration 40F (5980.010000 sec): 3 clusters
  Score: Raw -1455987.866950 + Penalty 3121.629592 = -1452866.237358
  nChanged 201
		SP:Iteration 41Q (5980.260000 sec): 3 clusters
  Score: Raw -1456085.604806 + Penalty 3121.629592 = -1452963.975214
  nChanged 180
		SP:Iteration 42Q (5980.530000 sec): 3 clusters
  Score: Raw -1456169.964137 + Penalty 3121.629592 = -1453048.334545
  nChanged 171
		SP:Iteration 43Q (5980.820000 sec): 3 clusters
  Score: Raw -1456261.289766 + Penalty 3121.629592 = -1453139.660174
  nChanged 161
		SP:Iteration 44Q (5981.020000 sec): 3 clusters
  Score: Raw -1456347.973277 + Penalty 3121.629592 = -1453226.343685
  nChanged 135
		SP:Iteration 45Q (5981.240000 sec): 3 clusters
  Score: Raw -1456420.196942 + Penalty 3121.629592 = -1453298.567350
  nChanged 143
		SP:Iteration 46Q (5981.520000 sec): 3 clusters
  Score: Raw -1456503.551890 + Penalty 3121.629592 = -1453381.922298
  nChanged 149
		SP:Iteration 47Q (5981.800000 sec): 3 clusters
  Score: Raw -1456598.136361 + Penalty 3121.629592 = -1453476.506769
  nChanged 128
		SP:Iteration 48Q (5982.040000 sec): 3 clusters
  Score: Raw -1456663.669312 + Penalty 3121.629592 = -1453542.039720
  nChanged 111
		SP:Iteration 49Q (5982.270000 sec): 3 clusters
  Score: Raw -1456715.711603 + Penalty 3121.629592 = -1453594.082011
  nChanged 90
		SP:Iteration 50Q (5982.510000 sec): 3 clusters
  Score: Raw -1456758.341099 + Penalty 3121.629592 = -1453636.711507
  nChanged 80
		SP:Iteration 51Q (5982.790000 sec): 3 clusters
  Score: Raw -1456793.537045 + Penalty 3121.629592 = -1453671.907453
  nChanged 67
		SP:Iteration 52Q (5983.020000 sec): 3 clusters
  Score: Raw -1456817.198545 + Penalty 3121.629592 = -1453695.568953
  nChanged 59
		SP:Iteration 53Q (5983.260000 sec): 3 clusters
  Score: Raw -1456837.249220 + Penalty 3121.629592 = -1453715.619629
  nChanged 39
		SP:Iteration 54Q (5983.540000 sec): 3 clusters
  Score: Raw -1456848.460000 + Penalty 3121.629592 = -1453726.830408
  nChanged 31
		SP:Iteration 55Q (5983.770000 sec): 3 clusters
  Score: Raw -1456856.653572 + Penalty 3121.629592 = -1453735.023980
  nChanged 24
		SP:Iteration 56Q (5984.010000 sec): 3 clusters
  Score: Raw -1456864.348993 + Penalty 3121.629592 = -1453742.719401
  nChanged 17
		SP:Iteration 57Q (5984.270000 sec): 3 clusters
  Score: Raw -1456867.959844 + Penalty 3121.629592 = -1453746.330252
  nChanged 13
		SP:Iteration 58Q (5984.500000 sec): 3 clusters
  Score: Raw -1456869.758102 + Penalty 3121.629592 = -1453748.128510
  nChanged 11
		SP:Iteration 59Q (5984.760000 sec): 3 clusters
  Score: Raw -1456871.491665 + Penalty 3121.629592 = -1453749.862073
  nChanged 9
		SP:Iteration 60F (5985.020000 sec): 3 clusters
  Score: Raw -1456872.853437 + Penalty 3121.629592 = -1453751.223845
  nChanged 8
		SP:Iteration 61Q (5985.240000 sec): 3 clusters
  Score: Raw -1456874.173733 + Penalty 3121.629592 = -1453752.544141
  nChanged 5
		SP:Iteration 62Q (5985.480000 sec): 3 clusters
  Score: Raw -1456874.932210 + Penalty 3121.629592 = -1453753.302619
  nChanged 3
		SP:Iteration 63Q (5985.690000 sec): 3 clusters
  Score: Raw -1456875.247864 + Penalty 3121.629592 = -1453753.618272
  nChanged 4
		SP:Iteration 64Q (5985.910000 sec): 3 clusters
  Score: Raw -1456875.846590 + Penalty 3121.629592 = -1453754.216998
  nChanged 6
		SP:Iteration 65Q (5986.150000 sec): 3 clusters
  Score: Raw -1456877.304657 + Penalty 3121.629592 = -1453755.675065
  nChanged 9
		SP:Iteration 66Q (5986.430000 sec): 3 clusters
  Score: Raw -1456879.149968 + Penalty 3121.629592 = -1453757.520376
  nChanged 5
		SP:Iteration 67Q (5986.670000 sec): 3 clusters
  Score: Raw -1456880.067733 + Penalty 3121.629592 = -1453758.438141
  nChanged 5
		SP:Iteration 68Q (5986.930000 sec): 3 clusters
  Score: Raw -1456880.837250 + Penalty 3121.629592 = -1453759.207658
  nChanged 3
		SP:Iteration 69Q (5987.210000 sec): 3 clusters
  Score: Raw -1456881.286562 + Penalty 3121.629592 = -1453759.656970
  nChanged 4
		SP:Iteration 70Q (5987.490000 sec): 3 clusters
  Score: Raw -1456881.990902 + Penalty 3121.629592 = -1453760.361310
  nChanged 2
		SP:Iteration 71Q (5987.730000 sec): 3 clusters
  Score: Raw -1456882.725350 + Penalty 3121.629592 = -1453761.095758
  nChanged 2
		SP:Iteration 72Q (5987.980000 sec): 3 clusters
  Score: Raw -1456883.564942 + Penalty 3121.629592 = -1453761.935350
  nChanged 4
		SP:Iteration 73Q (5988.210000 sec): 3 clusters
  Score: Raw -1456884.506311 + Penalty 3121.629592 = -1453762.876720
  nChanged 5
		SP:Iteration 74Q (5988.470000 sec): 3 clusters
  Score: Raw -1456885.162724 + Penalty 3121.629592 = -1453763.533132
  nChanged 2
		SP:Iteration 75Q (5988.710000 sec): 3 clusters
  Score: Raw -1456885.400612 + Penalty 3121.629592 = -1453763.771020
  nChanged 6
		SP:Iteration 76Q (5988.950000 sec): 3 clusters
  Score: Raw -1456886.563230 + Penalty 3121.629592 = -1453764.933638
  nChanged 4
		SP:Iteration 77Q (5989.160000 sec): 3 clusters
  Score: Raw -1456887.908854 + Penalty 3121.629592 = -1453766.279262
  nChanged 4
		SP:Iteration 78Q (5989.420000 sec): 3 clusters
  Score: Raw -1456888.660862 + Penalty 3121.629592 = -1453767.031270
  nChanged 4
		SP:Iteration 79Q (5989.630000 sec): 3 clusters
  Score: Raw -1456889.301885 + Penalty 3121.629592 = -1453767.672293
  nChanged 2
		SP:Iteration 80F (5989.880000 sec): 3 clusters
  Score: Raw -1456889.528376 + Penalty 3121.629592 = -1453767.898784
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 8 (113436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5990.470000 sec): 2 clusters
  Score: Raw -11849261.489274 + Penalty 1891.336538 = -11847370.152736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5991.080000 sec): 3 clusters
  Score: Raw -11774994.169752 + Penalty 3782.673076 = -11771211.496676
  nChanged 54397
		SP:Iteration 1F (5991.790000 sec): 3 clusters
  Score: Raw -11805921.084017 + Penalty 3782.673076 = -11802138.410941
  nChanged 3165
		SP:Iteration 2Q (5992.440000 sec): 3 clusters
  Score: Raw -11806536.453584 + Penalty 3782.673076 = -11802753.780508
  nChanged 3296
		SP:Iteration 3Q (5993.140000 sec): 3 clusters
  Score: Raw -11807223.166911 + Penalty 3782.673076 = -11803440.493835
  nChanged 3479
		SP:Iteration 4Q (5993.790000 sec): 3 clusters
  Score: Raw -11808063.932978 + Penalty 3782.673076 = -11804281.259902
  nChanged 4039
		SP:Iteration 5Q (5994.450000 sec): 3 clusters
  Score: Raw -11809247.398808 + Penalty 3782.673076 = -11805464.725732
  nChanged 4750
		SP:Iteration 6Q (5995.130000 sec): 3 clusters
  Score: Raw -11811058.932060 + Penalty 3782.673076 = -11807276.258983
  nChanged 5955
		SP:Iteration 7F (5995.750000 sec): 3 clusters
  Score: Raw -11814070.749065 + Penalty 3782.673076 = -11810288.075989
  nChanged 7462
		SP:Iteration 8F (5996.530000 sec): 3 clusters
  Score: Raw -11818851.728699 + Penalty 3782.673076 = -11815069.055623
  nChanged 8602
		SP:Iteration 9F (5997.360000 sec): 3 clusters
  Score: Raw -11825665.834420 + Penalty 3782.673076 = -11821883.161343
  nChanged 8824
		SP:Iteration 10F (5998.150000 sec): 3 clusters
  Score: Raw -11833823.678990 + Penalty 3782.673076 = -11830041.005914
  nChanged 7338
		SP:Iteration 11F (5998.850000 sec): 3 clusters
  Score: Raw -11840979.861884 + Penalty 3782.673076 = -11837197.188808
  nChanged 4616
		SP:Iteration 12Q (5999.570000 sec): 3 clusters
  Score: Raw -11845386.589953 + Penalty 3782.673076 = -11841603.916877
  nChanged 2514
		SP:Iteration 13Q (6000.210000 sec): 3 clusters
  Score: Raw -11847672.082885 + Penalty 3782.673076 = -11843889.409809
  nChanged 1152
		SP:Iteration 14Q (6000.910000 sec): 3 clusters
  Score: Raw -11848682.751952 + Penalty 3782.673076 = -11844900.078876
  nChanged 445
		SP:Iteration 15Q (6001.610000 sec): 3 clusters
  Score: Raw -11849099.227627 + Penalty 3782.673076 = -11845316.554551
  nChanged 175
		SP:Iteration 16Q (6002.220000 sec): 3 clusters
  Score: Raw -11849281.013043 + Penalty 3782.673076 = -11845498.339967
  nChanged 75
		SP:Iteration 17Q (6002.820000 sec): 3 clusters
  Score: Raw -11849365.935626 + Penalty 3782.673076 = -11845583.262550
  nChanged 50
		SP:Iteration 18Q (6003.390000 sec): 3 clusters
  Score: Raw -11849420.886923 + Penalty 3782.673076 = -11845638.213846
  nChanged 31
		SP:Iteration 19Q (6004.000000 sec): 3 clusters
  Score: Raw -11849453.558703 + Penalty 3782.673076 = -11845670.885627
  nChanged 15
		SP:Iteration 20F (6004.620000 sec): 3 clusters
  Score: Raw -11849474.140042 + Penalty 3782.673076 = -11845691.466966
  nChanged 14
		SP:Iteration 21Q (6005.310000 sec): 3 clusters
  Score: Raw -11849496.261676 + Penalty 3782.673076 = -11845713.588600
  nChanged 13
		SP:Iteration 22Q (6005.930000 sec): 3 clusters
  Score: Raw -11849513.620911 + Penalty 3782.673076 = -11845730.947834
  nChanged 6
		SP:Iteration 23Q (6006.560000 sec): 3 clusters
  Score: Raw -11849518.485624 + Penalty 3782.673076 = -11845735.812547
  nChanged 1
		SP:Iteration 24Q (6007.260000 sec): 3 clusters
  Score: Raw -11849520.004042 + Penalty 3782.673076 = -11845737.330966
  nChanged 1
		SP:Iteration 25Q (6007.840000 sec): 3 clusters
  Score: Raw -11849521.595201 + Penalty 3782.673076 = -11845738.922125
  nChanged 3
		SP:Iteration 26Q (6008.470000 sec): 3 clusters
  Score: Raw -11849524.177970 + Penalty 3782.673076 = -11845741.504894
  nChanged 0
		SP:Iteration 27F (6009.090000 sec): 3 clusters
  Score: Raw -11849524.177970 + Penalty 3782.673076 = -11845741.504894
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (58639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6009.360000 sec): 2 clusters
  Score: Raw -5942183.407112 + Penalty 1784.112734 = -5940399.294378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6009.810000 sec): 3 clusters
  Score: Raw -5904647.486300 + Penalty 3568.225467 = -5901079.260833
  nChanged 27702
		SP:Iteration 1F (6010.240000 sec): 3 clusters
  Score: Raw -5920362.654347 + Penalty 3568.225467 = -5916794.428880
  nChanged 2283
		SP:Iteration 2Q (6010.710000 sec): 3 clusters
  Score: Raw -5921036.544744 + Penalty 3568.225467 = -5917468.319277
  nChanged 2444
		SP:Iteration 3Q (6011.190000 sec): 3 clusters
  Score: Raw -5921959.107089 + Penalty 3568.225467 = -5918390.881622
  nChanged 2903
		SP:Iteration 4Q (6011.670000 sec): 3 clusters
  Score: Raw -5923473.283703 + Penalty 3568.225467 = -5919905.058235
  nChanged 3704
		SP:Iteration 5F (6012.150000 sec): 3 clusters
  Score: Raw -5925914.494478 + Penalty 3568.225467 = -5922346.269011
  nChanged 4326
		SP:Iteration 6F (6012.550000 sec): 3 clusters
  Score: Raw -5929145.234842 + Penalty 3568.225467 = -5925577.009375
  nChanged 4366
		SP:Iteration 7F (6012.980000 sec): 3 clusters
  Score: Raw -5932237.766241 + Penalty 3568.225467 = -5928669.540774
  nChanged 3708
		SP:Iteration 8F (6013.400000 sec): 3 clusters
  Score: Raw -5934306.968913 + Penalty 3568.225467 = -5930738.743446
  nChanged 2890
		SP:Iteration 9Q (6013.780000 sec): 3 clusters
  Score: Raw -5935444.142356 + Penalty 3568.225467 = -5931875.916889
  nChanged 2043
		SP:Iteration 10Q (6014.210000 sec): 3 clusters
  Score: Raw -5936036.369404 + Penalty 3568.225467 = -5932468.143937
  nChanged 1408
		SP:Iteration 11Q (6014.590000 sec): 3 clusters
  Score: Raw -5936353.301684 + Penalty 3568.225467 = -5932785.076217
  nChanged 1074
		SP:Iteration 12Q (6014.960000 sec): 3 clusters
  Score: Raw -5936546.824555 + Penalty 3568.225467 = -5932978.599088
  nChanged 831
		SP:Iteration 13Q (6015.430000 sec): 3 clusters
  Score: Raw -5936673.879765 + Penalty 3568.225467 = -5933105.654298
  nChanged 660
		SP:Iteration 14Q (6015.930000 sec): 3 clusters
  Score: Raw -5936754.962035 + Penalty 3568.225467 = -5933186.736568
  nChanged 545
		SP:Iteration 15Q (6016.450000 sec): 3 clusters
  Score: Raw -5936817.182674 + Penalty 3568.225467 = -5933248.957206
  nChanged 491
		SP:Iteration 16Q (6016.930000 sec): 3 clusters
  Score: Raw -5936872.430068 + Penalty 3568.225467 = -5933304.204601
  nChanged 474
		SP:Iteration 17Q (6017.360000 sec): 3 clusters
  Score: Raw -5936928.732085 + Penalty 3568.225467 = -5933360.506618
  nChanged 474
		SP:Iteration 18Q (6017.890000 sec): 3 clusters
  Score: Raw -5936986.293931 + Penalty 3568.225467 = -5933418.068464
  nChanged 495
		SP:Iteration 19Q (6018.350000 sec): 3 clusters
  Score: Raw -5937051.584756 + Penalty 3568.225467 = -5933483.359289
  nChanged 566
		SP:Iteration 20F (6018.800000 sec): 3 clusters
  Score: Raw -5937132.107105 + Penalty 3568.225467 = -5933563.881638
  nChanged 614
		SP:Iteration 21Q (6019.330000 sec): 3 clusters
  Score: Raw -5937228.933070 + Penalty 3568.225467 = -5933660.707603
  nChanged 701
		SP:Iteration 22Q (6019.800000 sec): 3 clusters
  Score: Raw -5937348.011304 + Penalty 3568.225467 = -5933779.785837
  nChanged 735
		SP:Iteration 23Q (6020.310000 sec): 3 clusters
  Score: Raw -5937481.908783 + Penalty 3568.225467 = -5933913.683316
  nChanged 842
		SP:Iteration 24Q (6020.760000 sec): 3 clusters
  Score: Raw -5937659.869725 + Penalty 3568.225467 = -5934091.644258
  nChanged 997
		SP:Iteration 25Q (6021.340000 sec): 3 clusters
  Score: Raw -5937900.064069 + Penalty 3568.225467 = -5934331.838601
  nChanged 1125
		SP:Iteration 26Q (6021.920000 sec): 3 clusters
  Score: Raw -5938199.898854 + Penalty 3568.225467 = -5934631.673387
  nChanged 1216
		SP:Iteration 27Q (6022.480000 sec): 3 clusters
  Score: Raw -5938557.067067 + Penalty 3568.225467 = -5934988.841600
  nChanged 1309
		SP:Iteration 28Q (6023.040000 sec): 3 clusters
  Score: Raw -5938972.216734 + Penalty 3568.225467 = -5935403.991267
  nChanged 1420
		SP:Iteration 29Q (6023.490000 sec): 3 clusters
  Score: Raw -5939467.142270 + Penalty 3568.225467 = -5935898.916803
  nChanged 1462
		SP:Iteration 30Q (6023.970000 sec): 3 clusters
  Score: Raw -5940012.308065 + Penalty 3568.225467 = -5936444.082598
  nChanged 1527
		SP:Iteration 31Q (6024.480000 sec): 3 clusters
  Score: Raw -5940602.982018 + Penalty 3568.225467 = -5937034.756551
  nChanged 1516
		SP:Iteration 32Q (6025.020000 sec): 3 clusters
  Score: Raw -5941204.428121 + Penalty 3568.225467 = -5937636.202653
  nChanged 1450
		SP:Iteration 33Q (6025.530000 sec): 3 clusters
  Score: Raw -5941776.700910 + Penalty 3568.225467 = -5938208.475443
  nChanged 1294
		SP:Iteration 34Q (6026.050000 sec): 3 clusters
  Score: Raw -5942270.319511 + Penalty 3568.225467 = -5938702.094044
  nChanged 1147
		SP:Iteration 35Q (6026.520000 sec): 3 clusters
  Score: Raw -5942682.304361 + Penalty 3568.225467 = -5939114.078894
  nChanged 970
		SP:Iteration 36Q (6027.010000 sec): 3 clusters
  Score: Raw -5942995.993355 + Penalty 3568.225467 = -5939427.767887
  nChanged 815
		SP:Iteration 37Q (6027.450000 sec): 3 clusters
  Score: Raw -5943241.473773 + Penalty 3568.225467 = -5939673.248306
  nChanged 646
		SP:Iteration 38Q (6027.930000 sec): 3 clusters
  Score: Raw -5943416.013076 + Penalty 3568.225467 = -5939847.787609
  nChanged 501
		SP:Iteration 39Q (6028.430000 sec): 3 clusters
  Score: Raw -5943539.051651 + Penalty 3568.225467 = -5939970.826184
  nChanged 407
		SP:Iteration 40F (6028.900000 sec): 3 clusters
  Score: Raw -5943629.988436 + Penalty 3568.225467 = -5940061.762969
  nChanged 318
		SP:Iteration 41Q (6029.380000 sec): 3 clusters
  Score: Raw -5943690.189097 + Penalty 3568.225467 = -5940121.963630
  nChanged 250
		SP:Iteration 42Q (6029.820000 sec): 3 clusters
  Score: Raw -5943736.359097 + Penalty 3568.225467 = -5940168.133630
  nChanged 218
		SP:Iteration 43Q (6030.310000 sec): 3 clusters
  Score: Raw -5943775.371734 + Penalty 3568.225467 = -5940207.146267
  nChanged 176
		SP:Iteration 44Q (6030.720000 sec): 3 clusters
  Score: Raw -5943807.076787 + Penalty 3568.225467 = -5940238.851320
  nChanged 160
		SP:Iteration 45Q (6031.130000 sec): 3 clusters
  Score: Raw -5943833.614647 + Penalty 3568.225467 = -5940265.389180
  nChanged 117
		SP:Iteration 46Q (6031.580000 sec): 3 clusters
  Score: Raw -5943852.566485 + Penalty 3568.225467 = -5940284.341018
  nChanged 92
		SP:Iteration 47Q (6032.000000 sec): 3 clusters
  Score: Raw -5943866.184365 + Penalty 3568.225467 = -5940297.958898
  nChanged 85
		SP:Iteration 48Q (6032.420000 sec): 3 clusters
  Score: Raw -5943878.014237 + Penalty 3568.225467 = -5940309.788770
  nChanged 64
		SP:Iteration 49Q (6032.840000 sec): 3 clusters
  Score: Raw -5943886.260319 + Penalty 3568.225467 = -5940318.034852
  nChanged 52
		SP:Iteration 50Q (6033.190000 sec): 3 clusters
  Score: Raw -5943893.396912 + Penalty 3568.225467 = -5940325.171445
  nChanged 49
		SP:Iteration 51Q (6033.640000 sec): 3 clusters
  Score: Raw -5943900.964049 + Penalty 3568.225467 = -5940332.738582
  nChanged 52
		SP:Iteration 52Q (6033.970000 sec): 3 clusters
  Score: Raw -5943908.935339 + Penalty 3568.225467 = -5940340.709872
  nChanged 63
		SP:Iteration 53Q (6034.380000 sec): 3 clusters
  Score: Raw -5943920.366823 + Penalty 3568.225467 = -5940352.141356
  nChanged 74
		SP:Iteration 54Q (6034.900000 sec): 3 clusters
  Score: Raw -5943932.782589 + Penalty 3568.225467 = -5940364.557122
  nChanged 63
		SP:Iteration 55Q (6035.370000 sec): 3 clusters
  Score: Raw -5943943.469588 + Penalty 3568.225467 = -5940375.244121
  nChanged 56
		SP:Iteration 56Q (6035.780000 sec): 3 clusters
  Score: Raw -5943954.019248 + Penalty 3568.225467 = -5940385.793781
  nChanged 52
		SP:Iteration 57Q (6036.190000 sec): 3 clusters
  Score: Raw -5943966.708193 + Penalty 3568.225467 = -5940398.482726
  nChanged 65
		SP:Iteration 58Q (6036.640000 sec): 3 clusters
  Score: Raw -5943981.331634 + Penalty 3568.225467 = -5940413.106167
  nChanged 55
		SP:Iteration 59Q (6037.040000 sec): 3 clusters
  Score: Raw -5943994.050349 + Penalty 3568.225467 = -5940425.824882
  nChanged 70
		SP:Iteration 60F (6037.530000 sec): 3 clusters
  Score: Raw -5944010.368698 + Penalty 3568.225467 = -5940442.143231
  nChanged 70
		SP:Iteration 61Q (6038.020000 sec): 3 clusters
  Score: Raw -5944030.963218 + Penalty 3568.225467 = -5940462.737751
  nChanged 81
		SP:Iteration 62Q (6038.440000 sec): 3 clusters
  Score: Raw -5944054.681102 + Penalty 3568.225467 = -5940486.455635
  nChanged 73
		SP:Iteration 63Q (6038.890000 sec): 3 clusters
  Score: Raw -5944074.330316 + Penalty 3568.225467 = -5940506.104849
  nChanged 70
		SP:Iteration 64Q (6039.260000 sec): 3 clusters
  Score: Raw -5944090.665414 + Penalty 3568.225467 = -5940522.439947
  nChanged 68
		SP:Iteration 65Q (6039.720000 sec): 3 clusters
  Score: Raw -5944104.992782 + Penalty 3568.225467 = -5940536.767315
  nChanged 63
		SP:Iteration 66Q (6040.150000 sec): 3 clusters
  Score: Raw -5944120.856880 + Penalty 3568.225467 = -5940552.631413
  nChanged 71
		SP:Iteration 67Q (6040.620000 sec): 3 clusters
  Score: Raw -5944145.084056 + Penalty 3568.225467 = -5940576.858589
  nChanged 87
		SP:Iteration 68Q (6041.010000 sec): 3 clusters
  Score: Raw -5944180.313513 + Penalty 3568.225467 = -5940612.088046
  nChanged 106
		SP:Iteration 69Q (6041.400000 sec): 3 clusters
  Score: Raw -5944219.871914 + Penalty 3568.225467 = -5940651.646447
  nChanged 109
		SP:Iteration 70Q (6041.840000 sec): 3 clusters
  Score: Raw -5944260.535385 + Penalty 3568.225467 = -5940692.309918
  nChanged 105
		SP:Iteration 71Q (6042.290000 sec): 3 clusters
  Score: Raw -5944301.333034 + Penalty 3568.225467 = -5940733.107567
  nChanged 121
		SP:Iteration 72Q (6042.720000 sec): 3 clusters
  Score: Raw -5944345.887228 + Penalty 3568.225467 = -5940777.661761
  nChanged 95
		SP:Iteration 73Q (6043.230000 sec): 3 clusters
  Score: Raw -5944376.139878 + Penalty 3568.225467 = -5940807.914411
  nChanged 109
		SP:Iteration 74Q (6043.640000 sec): 3 clusters
  Score: Raw -5944405.023524 + Penalty 3568.225467 = -5940836.798057
  nChanged 90
		SP:Iteration 75Q (6044.100000 sec): 3 clusters
  Score: Raw -5944425.525937 + Penalty 3568.225467 = -5940857.300470
  nChanged 73
		SP:Iteration 76Q (6044.610000 sec): 3 clusters
  Score: Raw -5944440.003880 + Penalty 3568.225467 = -5940871.778413
  nChanged 63
		SP:Iteration 77Q (6045.140000 sec): 3 clusters
  Score: Raw -5944452.231170 + Penalty 3568.225467 = -5940884.005703
  nChanged 62
		SP:Iteration 78Q (6045.590000 sec): 3 clusters
  Score: Raw -5944463.006809 + Penalty 3568.225467 = -5940894.781342
  nChanged 55
		SP:Iteration 79Q (6046.020000 sec): 3 clusters
  Score: Raw -5944472.165055 + Penalty 3568.225467 = -5940903.939587
  nChanged 52
		SP:Iteration 80F (6046.440000 sec): 3 clusters
  Score: Raw -5944481.123450 + Penalty 3568.225467 = -5940912.897983
  nChanged 42
		SP:Iteration 81Q (6046.920000 sec): 3 clusters
  Score: Raw -5944487.224994 + Penalty 3568.225467 = -5940918.999527
  nChanged 32
		SP:Iteration 82Q (6047.400000 sec): 3 clusters
  Score: Raw -5944490.497019 + Penalty 3568.225467 = -5940922.271552
  nChanged 18
		SP:Iteration 83Q (6047.880000 sec): 3 clusters
  Score: Raw -5944492.682624 + Penalty 3568.225467 = -5940924.457157
  nChanged 14
		SP:Iteration 84Q (6048.280000 sec): 3 clusters
  Score: Raw -5944494.315465 + Penalty 3568.225467 = -5940926.089998
  nChanged 13
		SP:Iteration 85Q (6048.710000 sec): 3 clusters
  Score: Raw -5944495.636347 + Penalty 3568.225467 = -5940927.410880
  nChanged 8
		SP:Iteration 86Q (6049.120000 sec): 3 clusters
  Score: Raw -5944496.549400 + Penalty 3568.225467 = -5940928.323933
  nChanged 8
		SP:Iteration 87Q (6049.590000 sec): 3 clusters
  Score: Raw -5944497.565582 + Penalty 3568.225467 = -5940929.340115
  nChanged 12
		SP:Iteration 88Q (6050.060000 sec): 3 clusters
  Score: Raw -5944498.851876 + Penalty 3568.225467 = -5940930.626409
  nChanged 12
		SP:Iteration 89Q (6050.490000 sec): 3 clusters
  Score: Raw -5944500.162132 + Penalty 3568.225467 = -5940931.936665
  nChanged 8
		SP:Iteration 90Q (6050.950000 sec): 3 clusters
  Score: Raw -5944500.962758 + Penalty 3568.225467 = -5940932.737291
  nChanged 5
		SP:Iteration 91Q (6051.380000 sec): 3 clusters
  Score: Raw -5944501.623684 + Penalty 3568.225467 = -5940933.398217
  nChanged 14
		SP:Iteration 92Q (6051.830000 sec): 3 clusters
  Score: Raw -5944503.248683 + Penalty 3568.225467 = -5940935.023216
  nChanged 4
		SP:Iteration 93Q (6052.260000 sec): 3 clusters
  Score: Raw -5944503.587739 + Penalty 3568.225467 = -5940935.362272
  nChanged 3
		SP:Iteration 94Q (6052.690000 sec): 3 clusters
  Score: Raw -5944503.855055 + Penalty 3568.225467 = -5940935.629588
  nChanged 4
		SP:Iteration 95Q (6053.160000 sec): 3 clusters
  Score: Raw -5944504.225067 + Penalty 3568.225467 = -5940935.999600
  nChanged 1
		SP:Iteration 96Q (6053.570000 sec): 3 clusters
  Score: Raw -5944504.302069 + Penalty 3568.225467 = -5940936.076602
  nChanged 1
		SP:Iteration 97Q (6053.940000 sec): 3 clusters
  Score: Raw -5944504.366483 + Penalty 3568.225467 = -5940936.141016
  nChanged 1
		SP:Iteration 98Q (6054.320000 sec): 3 clusters
  Score: Raw -5944504.405273 + Penalty 3568.225467 = -5940936.179806
  nChanged 0
		SP:Iteration 99F (6054.780000 sec): 3 clusters
  Score: Raw -5944504.405273 + Penalty 3568.225467 = -5940936.179806
  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 8.59 GB.

 Trying to split cluster 10 (18881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6054.980000 sec): 2 clusters
  Score: Raw -1848804.985458 + Penalty 1599.960603 = -1847205.024855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6055.290000 sec): 3 clusters
  Score: Raw -1837330.329337 + Penalty 3199.921206 = -1834130.408130
  nChanged 8573
		SP:Iteration 1F (6055.660000 sec): 3 clusters
  Score: Raw -1842276.167403 + Penalty 3199.921206 = -1839076.246197
  nChanged 1185
		SP:Iteration 2F (6055.920000 sec): 3 clusters
  Score: Raw -1842878.913532 + Penalty 3199.921206 = -1839678.992325
  nChanged 1189
		SP:Iteration 3F (6056.230000 sec): 3 clusters
  Score: Raw -1843524.146671 + Penalty 3199.921206 = -1840324.225465
  nChanged 1142
		SP:Iteration 4F (6056.490000 sec): 3 clusters
  Score: Raw -1844175.367643 + Penalty 3199.921206 = -1840975.446437
  nChanged 1104
		SP:Iteration 5F (6056.750000 sec): 3 clusters
  Score: Raw -1844846.134699 + Penalty 3199.921206 = -1841646.213493
  nChanged 1017
		SP:Iteration 6F (6057.000000 sec): 3 clusters
  Score: Raw -1845430.979277 + Penalty 3199.921206 = -1842231.058070
  nChanged 906
		SP:Iteration 7Q (6057.260000 sec): 3 clusters
  Score: Raw -1845913.044186 + Penalty 3199.921206 = -1842713.122979
  nChanged 767
		SP:Iteration 8Q (6057.600000 sec): 3 clusters
  Score: Raw -1846271.021535 + Penalty 3199.921206 = -1843071.100328
  nChanged 627
		SP:Iteration 9Q (6057.920000 sec): 3 clusters
  Score: Raw -1846559.918109 + Penalty 3199.921206 = -1843359.996903
  nChanged 553
		SP:Iteration 10Q (6058.200000 sec): 3 clusters
  Score: Raw -1846803.034473 + Penalty 3199.921206 = -1843603.113267
  nChanged 484
		SP:Iteration 11Q (6058.510000 sec): 3 clusters
  Score: Raw -1847018.779103 + Penalty 3199.921206 = -1843818.857897
  nChanged 454
		SP:Iteration 12Q (6058.830000 sec): 3 clusters
  Score: Raw -1847191.673497 + Penalty 3199.921206 = -1843991.752291
  nChanged 433
		SP:Iteration 13Q (6059.080000 sec): 3 clusters
  Score: Raw -1847365.844567 + Penalty 3199.921206 = -1844165.923361
  nChanged 419
		SP:Iteration 14Q (6059.390000 sec): 3 clusters
  Score: Raw -1847538.566931 + Penalty 3199.921206 = -1844338.645724
  nChanged 410
		SP:Iteration 15Q (6059.620000 sec): 3 clusters
  Score: Raw -1847712.303615 + Penalty 3199.921206 = -1844512.382408
  nChanged 425
		SP:Iteration 16Q (6059.900000 sec): 3 clusters
  Score: Raw -1847889.974917 + Penalty 3199.921206 = -1844690.053710
  nChanged 401
		SP:Iteration 17Q (6060.170000 sec): 3 clusters
  Score: Raw -1848061.491643 + Penalty 3199.921206 = -1844861.570437
  nChanged 400
		SP:Iteration 18Q (6060.430000 sec): 3 clusters
  Score: Raw -1848244.017242 + Penalty 3199.921206 = -1845044.096035
  nChanged 413
		SP:Iteration 19Q (6060.700000 sec): 3 clusters
  Score: Raw -1848458.873834 + Penalty 3199.921206 = -1845258.952627
  nChanged 390
		SP:Iteration 20F (6060.940000 sec): 3 clusters
  Score: Raw -1848659.419846 + Penalty 3199.921206 = -1845459.498640
  nChanged 354
		SP:Iteration 21Q (6061.210000 sec): 3 clusters
  Score: Raw -1848837.991914 + Penalty 3199.921206 = -1845638.070708
  nChanged 287
		SP:Iteration 22Q (6061.550000 sec): 3 clusters
  Score: Raw -1848977.134403 + Penalty 3199.921206 = -1845777.213197
  nChanged 218
		SP:Iteration 23Q (6061.820000 sec): 3 clusters
  Score: Raw -1849078.937580 + Penalty 3199.921206 = -1845879.016374
  nChanged 185
		SP:Iteration 24Q (6062.110000 sec): 3 clusters
  Score: Raw -1849164.779654 + Penalty 3199.921206 = -1845964.858447
  nChanged 143
		SP:Iteration 25Q (6062.310000 sec): 3 clusters
  Score: Raw -1849235.906224 + Penalty 3199.921206 = -1846035.985017
  nChanged 126
		SP:Iteration 26Q (6062.570000 sec): 3 clusters
  Score: Raw -1849300.246810 + Penalty 3199.921206 = -1846100.325604
  nChanged 110
		SP:Iteration 27Q (6062.790000 sec): 3 clusters
  Score: Raw -1849349.230170 + Penalty 3199.921206 = -1846149.308963
  nChanged 81
		SP:Iteration 28Q (6063.050000 sec): 3 clusters
  Score: Raw -1849383.136142 + Penalty 3199.921206 = -1846183.214936
  nChanged 55
		SP:Iteration 29Q (6063.270000 sec): 3 clusters
  Score: Raw -1849406.783712 + Penalty 3199.921206 = -1846206.862505
  nChanged 43
		SP:Iteration 30Q (6063.580000 sec): 3 clusters
  Score: Raw -1849423.587436 + Penalty 3199.921206 = -1846223.666230
  nChanged 40
		SP:Iteration 31Q (6063.840000 sec): 3 clusters
  Score: Raw -1849438.803731 + Penalty 3199.921206 = -1846238.882525
  nChanged 35
		SP:Iteration 32Q (6064.110000 sec): 3 clusters
  Score: Raw -1849454.317110 + Penalty 3199.921206 = -1846254.395904
  nChanged 36
		SP:Iteration 33Q (6064.340000 sec): 3 clusters
  Score: Raw -1849473.537824 + Penalty 3199.921206 = -1846273.616617
  nChanged 32
		SP:Iteration 34Q (6064.650000 sec): 3 clusters
  Score: Raw -1849490.372881 + Penalty 3199.921206 = -1846290.451675
  nChanged 26
		SP:Iteration 35Q (6064.930000 sec): 3 clusters
  Score: Raw -1849504.311129 + Penalty 3199.921206 = -1846304.389923
  nChanged 23
		SP:Iteration 36Q (6065.190000 sec): 3 clusters
  Score: Raw -1849516.774612 + Penalty 3199.921206 = -1846316.853406
  nChanged 24
		SP:Iteration 37Q (6065.470000 sec): 3 clusters
  Score: Raw -1849531.317630 + Penalty 3199.921206 = -1846331.396423
  nChanged 18
		SP:Iteration 38Q (6065.750000 sec): 3 clusters
  Score: Raw -1849540.787757 + Penalty 3199.921206 = -1846340.866551
  nChanged 19
		SP:Iteration 39Q (6066.080000 sec): 3 clusters
  Score: Raw -1849550.059165 + Penalty 3199.921206 = -1846350.137959
  nChanged 19
		SP:Iteration 40F (6066.320000 sec): 3 clusters
  Score: Raw -1849557.732997 + Penalty 3199.921206 = -1846357.811791
  nChanged 11
		SP:Iteration 41Q (6066.610000 sec): 3 clusters
  Score: Raw -1849560.992304 + Penalty 3199.921206 = -1846361.071098
  nChanged 6
		SP:Iteration 42Q (6066.860000 sec): 3 clusters
  Score: Raw -1849563.465574 + Penalty 3199.921206 = -1846363.544368
  nChanged 8
		SP:Iteration 43Q (6067.150000 sec): 3 clusters
  Score: Raw -1849565.385530 + Penalty 3199.921206 = -1846365.464324
  nChanged 8
		SP:Iteration 44Q (6067.400000 sec): 3 clusters
  Score: Raw -1849568.638685 + Penalty 3199.921206 = -1846368.717478
  nChanged 4
		SP:Iteration 45Q (6067.600000 sec): 3 clusters
  Score: Raw -1849569.742420 + Penalty 3199.921206 = -1846369.821214
  nChanged 2
		SP:Iteration 46Q (6067.900000 sec): 3 clusters
  Score: Raw -1849570.008635 + Penalty 3199.921206 = -1846370.087429
  nChanged 1
		SP:Iteration 47Q (6068.150000 sec): 3 clusters
  Score: Raw -1849570.452884 + Penalty 3199.921206 = -1846370.531677
  nChanged 0
		SP:Iteration 48F (6068.420000 sec): 3 clusters
  Score: Raw -1849570.452884 + Penalty 3199.921206 = -1846370.531677
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 11 (5062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6068.560000 sec): 2 clusters
  Score: Raw -463368.671909 + Penalty 1386.046503 = -461982.625406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6068.750000 sec): 3 clusters
  Score: Raw -460738.935939 + Penalty 2772.093006 = -457966.842933
  nChanged 2095
		SP:Iteration 1F (6068.930000 sec): 3 clusters
  Score: Raw -462262.313175 + Penalty 2772.093006 = -459490.220169
  nChanged 510
		SP:Iteration 2F (6069.170000 sec): 3 clusters
  Score: Raw -462733.462268 + Penalty 2772.093006 = -459961.369263
  nChanged 403
		SP:Iteration 3F (6069.370000 sec): 3 clusters
  Score: Raw -463134.644520 + Penalty 2772.093006 = -460362.551514
  nChanged 326
		SP:Iteration 4F (6069.570000 sec): 3 clusters
  Score: Raw -463427.693942 + Penalty 2772.093006 = -460655.600936
  nChanged 282
		SP:Iteration 5F (6069.730000 sec): 3 clusters
  Score: Raw -463650.927704 + Penalty 2772.093006 = -460878.834698
  nChanged 226
		SP:Iteration 6Q (6069.920000 sec): 3 clusters
  Score: Raw -463841.907510 + Penalty 2772.093006 = -461069.814504
  nChanged 190
		SP:Iteration 7Q (6070.110000 sec): 3 clusters
  Score: Raw -464008.346129 + Penalty 2772.093006 = -461236.253123
  nChanged 144
		SP:Iteration 8Q (6070.310000 sec): 3 clusters
  Score: Raw -464103.671168 + Penalty 2772.093006 = -461331.578162
  nChanged 100
		SP:Iteration 9Q (6070.520000 sec): 3 clusters
  Score: Raw -464153.778090 + Penalty 2772.093006 = -461381.685084
  nChanged 79
		SP:Iteration 10Q (6070.670000 sec): 3 clusters
  Score: Raw -464180.954202 + Penalty 2772.093006 = -461408.861196
  nChanged 58
		SP:Iteration 11Q (6070.890000 sec): 3 clusters
  Score: Raw -464201.456351 + Penalty 2772.093006 = -461429.363346
  nChanged 37
		SP:Iteration 12Q (6071.050000 sec): 3 clusters
  Score: Raw -464210.745975 + Penalty 2772.093006 = -461438.652969
  nChanged 21
		SP:Iteration 13Q (6071.260000 sec): 3 clusters
  Score: Raw -464216.202262 + Penalty 2772.093006 = -461444.109256
  nChanged 17
		SP:Iteration 14Q (6071.430000 sec): 3 clusters
  Score: Raw -464219.454062 + Penalty 2772.093006 = -461447.361056
  nChanged 13
		SP:Iteration 15Q (6071.680000 sec): 3 clusters
  Score: Raw -464222.054963 + Penalty 2772.093006 = -461449.961957
  nChanged 14
		SP:Iteration 16Q (6071.840000 sec): 3 clusters
  Score: Raw -464225.679008 + Penalty 2772.093006 = -461453.586002
  nChanged 12
		SP:Iteration 17Q (6072.020000 sec): 3 clusters
  Score: Raw -464227.197899 + Penalty 2772.093006 = -461455.104893
  nChanged 2
		SP:Iteration 18Q (6072.280000 sec): 3 clusters
  Score: Raw -464227.474631 + Penalty 2772.093006 = -461455.381625
  nChanged 3
		SP:Iteration 19Q (6072.460000 sec): 3 clusters
  Score: Raw -464228.495210 + Penalty 2772.093006 = -461456.402204
  nChanged 2
		SP:Iteration 20F (6072.650000 sec): 3 clusters
  Score: Raw -464228.783767 + Penalty 2772.093006 = -461456.690761
  nChanged 1
		SP:Iteration 21Q (6072.840000 sec): 3 clusters
  Score: Raw -464228.851073 + Penalty 2772.093006 = -461456.758067
  nChanged 0
		SP:Iteration 22F (6073.040000 sec): 3 clusters
  Score: Raw -464228.851073 + Penalty 2772.093006 = -461456.758067
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 12 (7765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6073.190000 sec): 2 clusters
  Score: Raw -738318.550024 + Penalty 1455.574532 = -736862.975492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6073.420000 sec): 3 clusters
  Score: Raw -733919.823625 + Penalty 2911.149064 = -731008.674561
  nChanged 3391
		SP:Iteration 1F (6073.610000 sec): 3 clusters
  Score: Raw -735898.067876 + Penalty 2911.149064 = -732986.918812
  nChanged 609
		SP:Iteration 2F (6073.820000 sec): 3 clusters
  Score: Raw -736311.507495 + Penalty 2911.149064 = -733400.358431
  nChanged 513
		SP:Iteration 3F (6074.030000 sec): 3 clusters
  Score: Raw -736657.319649 + Penalty 2911.149064 = -733746.170585
  nChanged 460
		SP:Iteration 4F (6074.210000 sec): 3 clusters
  Score: Raw -736950.328650 + Penalty 2911.149064 = -734039.179586
  nChanged 379
		SP:Iteration 5Q (6074.460000 sec): 3 clusters
  Score: Raw -737160.402116 + Penalty 2911.149064 = -734249.253052
  nChanged 323
		SP:Iteration 6Q (6074.700000 sec): 3 clusters
  Score: Raw -737316.144189 + Penalty 2911.149064 = -734404.995125
  nChanged 256
		SP:Iteration 7Q (6074.880000 sec): 3 clusters
  Score: Raw -737420.336694 + Penalty 2911.149064 = -734509.187630
  nChanged 209
		SP:Iteration 8Q (6075.120000 sec): 3 clusters
  Score: Raw -737493.795715 + Penalty 2911.149064 = -734582.646651
  nChanged 167
		SP:Iteration 9Q (6075.370000 sec): 3 clusters
  Score: Raw -737553.306414 + Penalty 2911.149064 = -734642.157350
  nChanged 160
		SP:Iteration 10Q (6075.570000 sec): 3 clusters
  Score: Raw -737607.658585 + Penalty 2911.149064 = -734696.509521
  nChanged 138
		SP:Iteration 11Q (6075.800000 sec): 3 clusters
  Score: Raw -737645.124227 + Penalty 2911.149064 = -734733.975163
  nChanged 106
		SP:Iteration 12Q (6076.020000 sec): 3 clusters
  Score: Raw -737679.760841 + Penalty 2911.149064 = -734768.611776
  nChanged 112
		SP:Iteration 13Q (6076.260000 sec): 3 clusters
  Score: Raw -737708.417945 + Penalty 2911.149064 = -734797.268881
  nChanged 92
		SP:Iteration 14Q (6076.450000 sec): 3 clusters
  Score: Raw -737728.915260 + Penalty 2911.149064 = -734817.766196
  nChanged 71
		SP:Iteration 15Q (6076.690000 sec): 3 clusters
  Score: Raw -737749.574697 + Penalty 2911.149064 = -734838.425633
  nChanged 93
		SP:Iteration 16Q (6076.850000 sec): 3 clusters
  Score: Raw -737774.404953 + Penalty 2911.149064 = -734863.255889
  nChanged 90
		SP:Iteration 17Q (6077.080000 sec): 3 clusters
  Score: Raw -737799.005284 + Penalty 2911.149064 = -734887.856220
  nChanged 101
		SP:Iteration 18Q (6077.260000 sec): 3 clusters
  Score: Raw -737825.902679 + Penalty 2911.149064 = -734914.753615
  nChanged 95
		SP:Iteration 19Q (6077.490000 sec): 3 clusters
  Score: Raw -737854.316147 + Penalty 2911.149064 = -734943.167083
  nChanged 96
		SP:Iteration 20F (6077.690000 sec): 3 clusters
  Score: Raw -737883.306150 + Penalty 2911.149064 = -734972.157086
  nChanged 112
		SP:Iteration 21Q (6077.920000 sec): 3 clusters
  Score: Raw -737918.518472 + Penalty 2911.149064 = -735007.369408
  nChanged 111
		SP:Iteration 22Q (6078.100000 sec): 3 clusters
  Score: Raw -737956.596710 + Penalty 2911.149064 = -735045.447646
  nChanged 128
		SP:Iteration 23Q (6078.350000 sec): 3 clusters
  Score: Raw -738006.997294 + Penalty 2911.149064 = -735095.848230
  nChanged 121
		SP:Iteration 24Q (6078.550000 sec): 3 clusters
  Score: Raw -738051.351394 + Penalty 2911.149064 = -735140.202330
  nChanged 132
		SP:Iteration 25Q (6078.800000 sec): 3 clusters
  Score: Raw -738109.736480 + Penalty 2911.149064 = -735198.587416
  nChanged 158
		SP:Iteration 26Q (6079.000000 sec): 3 clusters
  Score: Raw -738182.232449 + Penalty 2911.149064 = -735271.083385
  nChanged 152
		SP:Iteration 27Q (6079.190000 sec): 3 clusters
  Score: Raw -738257.838414 + Penalty 2911.149064 = -735346.689349
  nChanged 157
		SP:Iteration 28Q (6079.420000 sec): 3 clusters
  Score: Raw -738341.246845 + Penalty 2911.149064 = -735430.097781
  nChanged 165
		SP:Iteration 29Q (6079.620000 sec): 3 clusters
  Score: Raw -738436.857045 + Penalty 2911.149064 = -735525.707981
  nChanged 126
		SP:Iteration 30Q (6079.810000 sec): 3 clusters
  Score: Raw -738523.362348 + Penalty 2911.149064 = -735612.213284
  nChanged 145
		SP:Iteration 31Q (6080.020000 sec): 3 clusters
  Score: Raw -738638.547070 + Penalty 2911.149064 = -735727.398006
  nChanged 149
		SP:Iteration 32Q (6080.240000 sec): 3 clusters
  Score: Raw -738768.161077 + Penalty 2911.149064 = -735857.012013
  nChanged 126
		SP:Iteration 33Q (6080.440000 sec): 3 clusters
  Score: Raw -738863.603348 + Penalty 2911.149064 = -735952.454284
  nChanged 96
		SP:Iteration 34Q (6080.680000 sec): 3 clusters
  Score: Raw -738934.185533 + Penalty 2911.149064 = -736023.036469
  nChanged 82
		SP:Iteration 35Q (6080.880000 sec): 3 clusters
  Score: Raw -738987.424944 + Penalty 2911.149064 = -736076.275880
  nChanged 72
		SP:Iteration 36Q (6081.080000 sec): 3 clusters
  Score: Raw -739027.853008 + Penalty 2911.149064 = -736116.703944
  nChanged 56
		SP:Iteration 37Q (6081.280000 sec): 3 clusters
  Score: Raw -739051.240004 + Penalty 2911.149064 = -736140.090940
  nChanged 40
		SP:Iteration 38Q (6081.470000 sec): 3 clusters
  Score: Raw -739066.510249 + Penalty 2911.149064 = -736155.361185
  nChanged 27
		SP:Iteration 39Q (6081.700000 sec): 3 clusters
  Score: Raw -739075.560458 + Penalty 2911.149064 = -736164.411394
  nChanged 27
		SP:Iteration 40F (6081.910000 sec): 3 clusters
  Score: Raw -739092.883293 + Penalty 2911.149064 = -736181.734229
  nChanged 32
		SP:Iteration 41Q (6082.140000 sec): 3 clusters
  Score: Raw -739111.982959 + Penalty 2911.149064 = -736200.833895
  nChanged 34
		SP:Iteration 42Q (6082.370000 sec): 3 clusters
  Score: Raw -739131.732538 + Penalty 2911.149064 = -736220.583474
  nChanged 38
		SP:Iteration 43Q (6082.570000 sec): 3 clusters
  Score: Raw -739157.209425 + Penalty 2911.149064 = -736246.060361
  nChanged 30
		SP:Iteration 44Q (6082.770000 sec): 3 clusters
  Score: Raw -739178.159732 + Penalty 2911.149064 = -736267.010668
  nChanged 34
		SP:Iteration 45Q (6082.970000 sec): 3 clusters
  Score: Raw -739200.526072 + Penalty 2911.149064 = -736289.377008
  nChanged 42
		SP:Iteration 46Q (6083.220000 sec): 3 clusters
  Score: Raw -739233.714008 + Penalty 2911.149064 = -736322.564944
  nChanged 53
		SP:Iteration 47Q (6083.460000 sec): 3 clusters
  Score: Raw -739273.580404 + Penalty 2911.149064 = -736362.431340
  nChanged 49
		SP:Iteration 48Q (6083.680000 sec): 3 clusters
  Score: Raw -739300.723545 + Penalty 2911.149064 = -736389.574481
  nChanged 45
		SP:Iteration 49Q (6083.890000 sec): 3 clusters
  Score: Raw -739324.406696 + Penalty 2911.149064 = -736413.257632
  nChanged 40
		SP:Iteration 50Q (6084.130000 sec): 3 clusters
  Score: Raw -739343.576348 + Penalty 2911.149064 = -736432.427284
  nChanged 34
		SP:Iteration 51Q (6084.330000 sec): 3 clusters
  Score: Raw -739363.294799 + Penalty 2911.149064 = -736452.145734
  nChanged 29
		SP:Iteration 52Q (6084.570000 sec): 3 clusters
  Score: Raw -739377.842608 + Penalty 2911.149064 = -736466.693544
  nChanged 26
		SP:Iteration 53Q (6084.770000 sec): 3 clusters
  Score: Raw -739386.099882 + Penalty 2911.149064 = -736474.950818
  nChanged 21
		SP:Iteration 54Q (6084.990000 sec): 3 clusters
  Score: Raw -739393.675630 + Penalty 2911.149064 = -736482.526566
  nChanged 15
		SP:Iteration 55Q (6085.200000 sec): 3 clusters
  Score: Raw -739398.289001 + Penalty 2911.149064 = -736487.139937
  nChanged 11
		SP:Iteration 56Q (6085.400000 sec): 3 clusters
  Score: Raw -739400.863345 + Penalty 2911.149064 = -736489.714281
  nChanged 13
		SP:Iteration 57Q (6085.600000 sec): 3 clusters
  Score: Raw -739403.155085 + Penalty 2911.149064 = -736492.006021
  nChanged 7
		SP:Iteration 58Q (6085.790000 sec): 3 clusters
  Score: Raw -739404.210041 + Penalty 2911.149064 = -736493.060977
  nChanged 4
		SP:Iteration 59Q (6085.990000 sec): 3 clusters
  Score: Raw -739404.960030 + Penalty 2911.149064 = -736493.810966
  nChanged 2
		SP:Iteration 60F (6086.160000 sec): 3 clusters
  Score: Raw -739410.115567 + Penalty 2911.149064 = -736498.966503
  nChanged 2
		SP:Iteration 61Q (6086.410000 sec): 3 clusters
  Score: Raw -739410.771188 + Penalty 2911.149064 = -736499.622124
  nChanged 1
		SP:Iteration 62Q (6086.600000 sec): 3 clusters
  Score: Raw -739410.891502 + Penalty 2911.149064 = -736499.742438
  nChanged 1
		SP:Iteration 63Q (6086.780000 sec): 3 clusters
  Score: Raw -739411.287701 + Penalty 2911.149064 = -736500.138637
  nChanged 2
		SP:Iteration 64Q (6087.010000 sec): 3 clusters
  Score: Raw -739411.746806 + Penalty 2911.149064 = -736500.597741
  nChanged 2
		SP:Iteration 65Q (6087.180000 sec): 3 clusters
  Score: Raw -739412.365553 + Penalty 2911.149064 = -736501.216489
  nChanged 1
		SP:Iteration 66Q (6087.390000 sec): 3 clusters
  Score: Raw -739412.488314 + Penalty 2911.149064 = -736501.339250
  nChanged 0
		SP:Iteration 67F (6087.590000 sec): 3 clusters
  Score: Raw -739412.488314 + Penalty 2911.149064 = -736501.339250
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 13 (4710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6087.690000 sec): 2 clusters
  Score: Raw -441929.158661 + Penalty 1374.334518 = -440554.824143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6087.920000 sec): 3 clusters
  Score: Raw -439532.266951 + Penalty 2748.669036 = -436783.597915
  nChanged 1900
		SP:Iteration 1F (6088.120000 sec): 3 clusters
  Score: Raw -440649.461697 + Penalty 2748.669036 = -437900.792661
  nChanged 417
		SP:Iteration 2F (6088.290000 sec): 3 clusters
  Score: Raw -440961.371046 + Penalty 2748.669036 = -438212.702010
  nChanged 335
		SP:Iteration 3F (6088.460000 sec): 3 clusters
  Score: Raw -441203.783428 + Penalty 2748.669036 = -438455.114392
  nChanged 265
		SP:Iteration 4F (6088.670000 sec): 3 clusters
  Score: Raw -441393.271264 + Penalty 2748.669036 = -438644.602228
  nChanged 232
		SP:Iteration 5Q (6088.830000 sec): 3 clusters
  Score: Raw -441536.177162 + Penalty 2748.669036 = -438787.508126
  nChanged 178
		SP:Iteration 6Q (6089.000000 sec): 3 clusters
  Score: Raw -441639.522180 + Penalty 2748.669036 = -438890.853144
  nChanged 125
		SP:Iteration 7Q (6089.200000 sec): 3 clusters
  Score: Raw -441716.685375 + Penalty 2748.669036 = -438968.016339
  nChanged 113
		SP:Iteration 8Q (6089.390000 sec): 3 clusters
  Score: Raw -441782.530477 + Penalty 2748.669036 = -439033.861442
  nChanged 117
		SP:Iteration 9Q (6089.620000 sec): 3 clusters
  Score: Raw -441849.237914 + Penalty 2748.669036 = -439100.568878
  nChanged 116
		SP:Iteration 10Q (6089.820000 sec): 3 clusters
  Score: Raw -441913.477131 + Penalty 2748.669036 = -439164.808095
  nChanged 98
		SP:Iteration 11Q (6090.020000 sec): 3 clusters
  Score: Raw -441962.086869 + Penalty 2748.669036 = -439213.417833
  nChanged 87
		SP:Iteration 12Q (6090.240000 sec): 3 clusters
  Score: Raw -442004.403960 + Penalty 2748.669036 = -439255.734925
  nChanged 81
		SP:Iteration 13Q (6090.400000 sec): 3 clusters
  Score: Raw -442043.913847 + Penalty 2748.669036 = -439295.244812
  nChanged 77
		SP:Iteration 14Q (6090.600000 sec): 3 clusters
  Score: Raw -442080.201842 + Penalty 2748.669036 = -439331.532806
  nChanged 74
		SP:Iteration 15Q (6090.840000 sec): 3 clusters
  Score: Raw -442118.690014 + Penalty 2748.669036 = -439370.020978
  nChanged 77
		SP:Iteration 16Q (6091.020000 sec): 3 clusters
  Score: Raw -442152.802753 + Penalty 2748.669036 = -439404.133717
  nChanged 63
		SP:Iteration 17Q (6091.210000 sec): 3 clusters
  Score: Raw -442180.571991 + Penalty 2748.669036 = -439431.902955
  nChanged 66
		SP:Iteration 18Q (6091.400000 sec): 3 clusters
  Score: Raw -442213.270117 + Penalty 2748.669036 = -439464.601081
  nChanged 64
		SP:Iteration 19Q (6091.590000 sec): 3 clusters
  Score: Raw -442237.674756 + Penalty 2748.669036 = -439489.005720
  nChanged 51
		SP:Iteration 20F (6091.760000 sec): 3 clusters
  Score: Raw -442258.961717 + Penalty 2748.669036 = -439510.292681
  nChanged 57
		SP:Iteration 21Q (6091.960000 sec): 3 clusters
  Score: Raw -442278.233153 + Penalty 2748.669036 = -439529.564117
  nChanged 50
		SP:Iteration 22Q (6092.120000 sec): 3 clusters
  Score: Raw -442301.320814 + Penalty 2748.669036 = -439552.651778
  nChanged 68
		SP:Iteration 23Q (6092.290000 sec): 3 clusters
  Score: Raw -442345.141072 + Penalty 2748.669036 = -439596.472036
  nChanged 86
		SP:Iteration 24Q (6092.500000 sec): 3 clusters
  Score: Raw -442414.976795 + Penalty 2748.669036 = -439666.307759
  nChanged 94
		SP:Iteration 25Q (6092.640000 sec): 3 clusters
  Score: Raw -442492.739867 + Penalty 2748.669036 = -439744.070831
  nChanged 99
		SP:Iteration 26Q (6092.800000 sec): 3 clusters
  Score: Raw -442559.772613 + Penalty 2748.669036 = -439811.103577
  nChanged 87
		SP:Iteration 27Q (6093.010000 sec): 3 clusters
  Score: Raw -442609.097885 + Penalty 2748.669036 = -439860.428849
  nChanged 52
		SP:Iteration 28Q (6093.200000 sec): 3 clusters
  Score: Raw -442630.033434 + Penalty 2748.669036 = -439881.364398
  nChanged 31
		SP:Iteration 29Q (6093.360000 sec): 3 clusters
  Score: Raw -442640.428648 + Penalty 2748.669036 = -439891.759612
  nChanged 22
		SP:Iteration 30Q (6093.550000 sec): 3 clusters
  Score: Raw -442647.393859 + Penalty 2748.669036 = -439898.724824
  nChanged 17
		SP:Iteration 31Q (6093.730000 sec): 3 clusters
  Score: Raw -442654.543101 + Penalty 2748.669036 = -439905.874065
  nChanged 13
		SP:Iteration 32Q (6093.940000 sec): 3 clusters
  Score: Raw -442659.005151 + Penalty 2748.669036 = -439910.336115
  nChanged 14
		SP:Iteration 33Q (6094.140000 sec): 3 clusters
  Score: Raw -442665.904777 + Penalty 2748.669036 = -439917.235742
  nChanged 21
		SP:Iteration 34Q (6094.310000 sec): 3 clusters
  Score: Raw -442674.148903 + Penalty 2748.669036 = -439925.479867
  nChanged 20
		SP:Iteration 35Q (6094.500000 sec): 3 clusters
  Score: Raw -442678.246971 + Penalty 2748.669036 = -439929.577935
  nChanged 12
		SP:Iteration 36Q (6094.670000 sec): 3 clusters
  Score: Raw -442684.573741 + Penalty 2748.669036 = -439935.904705
  nChanged 13
		SP:Iteration 37Q (6094.860000 sec): 3 clusters
  Score: Raw -442688.172852 + Penalty 2748.669036 = -439939.503816
  nChanged 9
		SP:Iteration 38Q (6095.060000 sec): 3 clusters
  Score: Raw -442690.322396 + Penalty 2748.669036 = -439941.653361
  nChanged 8
		SP:Iteration 39Q (6095.210000 sec): 3 clusters
  Score: Raw -442691.391516 + Penalty 2748.669036 = -439942.722480
  nChanged 4
		SP:Iteration 40F (6095.390000 sec): 3 clusters
  Score: Raw -442691.768260 + Penalty 2748.669036 = -439943.099224
  nChanged 1
		SP:Iteration 41Q (6095.610000 sec): 3 clusters
  Score: Raw -442691.839176 + Penalty 2748.669036 = -439943.170140
  nChanged 0
		SP:Iteration 42F (6095.760000 sec): 3 clusters
  Score: Raw -442691.839176 + Penalty 2748.669036 = -439943.170140
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 14 (1622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6095.890000 sec): 2 clusters
  Score: Raw -143433.968619 + Penalty 1201.104976 = -142232.863643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6096.060000 sec): 3 clusters
  Score: Raw -142906.754302 + Penalty 2402.209951 = -140504.544351
  nChanged 573
		SP:Iteration 1F (6096.190000 sec): 3 clusters
  Score: Raw -143599.047302 + Penalty 2402.209951 = -141196.837351
  nChanged 190
		SP:Iteration 2F (6096.380000 sec): 3 clusters
  Score: Raw -143865.284310 + Penalty 2402.209951 = -141463.074359
  nChanged 125
		SP:Iteration 3F (6096.560000 sec): 3 clusters
  Score: Raw -144025.192478 + Penalty 2402.209951 = -141622.982527
  nChanged 89
		SP:Iteration 4F (6096.730000 sec): 3 clusters
  Score: Raw -144159.667367 + Penalty 2402.209951 = -141757.457416
  nChanged 79
		SP:Iteration 5Q (6096.900000 sec): 3 clusters
  Score: Raw -144285.596252 + Penalty 2402.209951 = -141883.386301
  nChanged 64
		SP:Iteration 6Q (6097.080000 sec): 3 clusters
  Score: Raw -144392.953636 + Penalty 2402.209951 = -141990.743684
  nChanged 51
		SP:Iteration 7Q (6097.230000 sec): 3 clusters
  Score: Raw -144440.840829 + Penalty 2402.209951 = -142038.630877
  nChanged 23
		SP:Iteration 8Q (6097.400000 sec): 3 clusters
  Score: Raw -144459.383453 + Penalty 2402.209951 = -142057.173501
  nChanged 21
		SP:Iteration 9Q (6097.610000 sec): 3 clusters
  Score: Raw -144481.392894 + Penalty 2402.209951 = -142079.182943
  nChanged 17
		SP:Iteration 10Q (6097.760000 sec): 3 clusters
  Score: Raw -144501.930526 + Penalty 2402.209951 = -142099.720575
  nChanged 13
		SP:Iteration 11Q (6097.940000 sec): 3 clusters
  Score: Raw -144514.046465 + Penalty 2402.209951 = -142111.836514
  nChanged 8
		SP:Iteration 12Q (6098.100000 sec): 3 clusters
  Score: Raw -144517.880168 + Penalty 2402.209951 = -142115.670217
  nChanged 6
		SP:Iteration 13Q (6098.260000 sec): 3 clusters
  Score: Raw -144521.402340 + Penalty 2402.209951 = -142119.192389
  nChanged 5
		SP:Iteration 14Q (6098.450000 sec): 3 clusters
  Score: Raw -144524.046057 + Penalty 2402.209951 = -142121.836106
  nChanged 6
		SP:Iteration 15Q (6098.590000 sec): 3 clusters
  Score: Raw -144527.605874 + Penalty 2402.209951 = -142125.395922
  nChanged 7
		SP:Iteration 16Q (6098.760000 sec): 3 clusters
  Score: Raw -144535.058517 + Penalty 2402.209951 = -142132.848565
  nChanged 10
		SP:Iteration 17Q (6098.940000 sec): 3 clusters
  Score: Raw -144542.097879 + Penalty 2402.209951 = -142139.887928
  nChanged 5
		SP:Iteration 18Q (6099.110000 sec): 3 clusters
  Score: Raw -144546.056200 + Penalty 2402.209951 = -142143.846248
  nChanged 3
		SP:Iteration 19Q (6099.280000 sec): 3 clusters
  Score: Raw -144547.801236 + Penalty 2402.209951 = -142145.591285
  nChanged 3
		SP:Iteration 20F (6099.500000 sec): 3 clusters
  Score: Raw -144550.176139 + Penalty 2402.209951 = -142147.966188
  nChanged 1
		SP:Iteration 21Q (6099.680000 sec): 3 clusters
  Score: Raw -144555.358890 + Penalty 2402.209951 = -142153.148938
  nChanged 4
		SP:Iteration 22Q (6099.860000 sec): 3 clusters
  Score: Raw -144559.957478 + Penalty 2402.209951 = -142157.747527
  nChanged 5
		SP:Iteration 23Q (6100.020000 sec): 3 clusters
  Score: Raw -144562.189183 + Penalty 2402.209951 = -142159.979232
  nChanged 4
		SP:Iteration 24Q (6100.160000 sec): 3 clusters
  Score: Raw -144563.661792 + Penalty 2402.209951 = -142161.451841
  nChanged 4
		SP:Iteration 25Q (6100.340000 sec): 3 clusters
  Score: Raw -144565.666326 + Penalty 2402.209951 = -142163.456374
  nChanged 1
		SP:Iteration 26Q (6100.560000 sec): 3 clusters
  Score: Raw -144567.097643 + Penalty 2402.209951 = -142164.887692
  nChanged 3
		SP:Iteration 27Q (6100.710000 sec): 3 clusters
  Score: Raw -144568.452922 + Penalty 2402.209951 = -142166.242971
  nChanged 2
		SP:Iteration 28Q (6100.860000 sec): 3 clusters
  Score: Raw -144570.495430 + Penalty 2402.209951 = -142168.285479
  nChanged 3
		SP:Iteration 29Q (6101.020000 sec): 3 clusters
  Score: Raw -144574.496391 + Penalty 2402.209951 = -142172.286440
  nChanged 1
		SP:Iteration 30Q (6101.200000 sec): 3 clusters
  Score: Raw -144575.828847 + Penalty 2402.209951 = -142173.618896
  nChanged 1
		SP:Iteration 31Q (6101.440000 sec): 3 clusters
  Score: Raw -144576.043801 + Penalty 2402.209951 = -142173.833850
  nChanged 0
		SP:Iteration 32F (6101.580000 sec): 3 clusters
  Score: Raw -144576.043801 + Penalty 2402.209951 = -142173.833850
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 15 (133916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6102.130000 sec): 2 clusters
  Score: Raw -12848641.870330 + Penalty 1918.307303 = -12846723.563027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6102.850000 sec): 3 clusters
  Score: Raw -12760833.809744 + Penalty 3836.614605 = -12756997.195139
  nChanged 64253
		SP:Iteration 1F (6103.610000 sec): 3 clusters
  Score: Raw -12800850.995404 + Penalty 3836.614605 = -12797014.380799
  nChanged 6687
		SP:Iteration 2Q (6104.350000 sec): 3 clusters
  Score: Raw -12803899.465766 + Penalty 3836.614605 = -12800062.851161
  nChanged 7545
		SP:Iteration 3F (6105.110000 sec): 3 clusters
  Score: Raw -12808030.731620 + Penalty 3836.614605 = -12804194.117015
  nChanged 8427
		SP:Iteration 4F (6105.990000 sec): 3 clusters
  Score: Raw -12813235.714187 + Penalty 3836.614605 = -12809399.099582
  nChanged 8707
		SP:Iteration 5F (6106.760000 sec): 3 clusters
  Score: Raw -12819056.930898 + Penalty 3836.614605 = -12815220.316293
  nChanged 8653
		SP:Iteration 6F (6107.500000 sec): 3 clusters
  Score: Raw -12824901.810472 + Penalty 3836.614605 = -12821065.195867
  nChanged 7587
		SP:Iteration 7F (6108.370000 sec): 3 clusters
  Score: Raw -12829402.903625 + Penalty 3836.614605 = -12825566.289019
  nChanged 5940
		SP:Iteration 8Q (6109.290000 sec): 3 clusters
  Score: Raw -12832074.214028 + Penalty 3836.614605 = -12828237.599422
  nChanged 4053
		SP:Iteration 9Q (6110.080000 sec): 3 clusters
  Score: Raw -12833352.284836 + Penalty 3836.614605 = -12829515.670230
  nChanged 2635
		SP:Iteration 10Q (6110.980000 sec): 3 clusters
  Score: Raw -12833963.309368 + Penalty 3836.614605 = -12830126.694763
  nChanged 1843
		SP:Iteration 11Q (6111.680000 sec): 3 clusters
  Score: Raw -12834352.582165 + Penalty 3836.614605 = -12830515.967560
  nChanged 1515
		SP:Iteration 12Q (6112.520000 sec): 3 clusters
  Score: Raw -12834659.805239 + Penalty 3836.614605 = -12830823.190634
  nChanged 1400
		SP:Iteration 13Q (6113.400000 sec): 3 clusters
  Score: Raw -12834937.335693 + Penalty 3836.614605 = -12831100.721088
  nChanged 1353
		SP:Iteration 14Q (6114.220000 sec): 3 clusters
  Score: Raw -12835200.800007 + Penalty 3836.614605 = -12831364.185402
  nChanged 1291
		SP:Iteration 15Q (6115.080000 sec): 3 clusters
  Score: Raw -12835440.189412 + Penalty 3836.614605 = -12831603.574806
  nChanged 1248
		SP:Iteration 16Q (6115.910000 sec): 3 clusters
  Score: Raw -12835680.781722 + Penalty 3836.614605 = -12831844.167117
  nChanged 1228
		SP:Iteration 17Q (6116.700000 sec): 3 clusters
  Score: Raw -12835910.189327 + Penalty 3836.614605 = -12832073.574721
  nChanged 1193
		SP:Iteration 18Q (6117.420000 sec): 3 clusters
  Score: Raw -12836134.929300 + Penalty 3836.614605 = -12832298.314695
  nChanged 1222
		SP:Iteration 19Q (6118.200000 sec): 3 clusters
  Score: Raw -12836374.902081 + Penalty 3836.614605 = -12832538.287476
  nChanged 1229
		SP:Iteration 20F (6118.980000 sec): 3 clusters
  Score: Raw -12836609.040262 + Penalty 3836.614605 = -12832772.425657
  nChanged 1193
		SP:Iteration 21Q (6119.800000 sec): 3 clusters
  Score: Raw -12836827.903002 + Penalty 3836.614605 = -12832991.288396
  nChanged 1255
		SP:Iteration 22Q (6120.690000 sec): 3 clusters
  Score: Raw -12837071.319879 + Penalty 3836.614605 = -12833234.705274
  nChanged 1260
		SP:Iteration 23Q (6121.460000 sec): 3 clusters
  Score: Raw -12837315.456505 + Penalty 3836.614605 = -12833478.841899
  nChanged 1265
		SP:Iteration 24Q (6122.240000 sec): 3 clusters
  Score: Raw -12837555.997371 + Penalty 3836.614605 = -12833719.382766
  nChanged 1308
		SP:Iteration 25Q (6123.110000 sec): 3 clusters
  Score: Raw -12837797.673898 + Penalty 3836.614605 = -12833961.059292
  nChanged 1282
		SP:Iteration 26Q (6123.890000 sec): 3 clusters
  Score: Raw -12838033.933581 + Penalty 3836.614605 = -12834197.318976
  nChanged 1322
		SP:Iteration 27Q (6124.680000 sec): 3 clusters
  Score: Raw -12838286.674041 + Penalty 3836.614605 = -12834450.059436
  nChanged 1367
		SP:Iteration 28Q (6125.460000 sec): 3 clusters
  Score: Raw -12838557.353622 + Penalty 3836.614605 = -12834720.739016
  nChanged 1431
		SP:Iteration 29Q (6126.260000 sec): 3 clusters
  Score: Raw -12838846.937836 + Penalty 3836.614605 = -12835010.323230
  nChanged 1494
		SP:Iteration 30Q (6126.990000 sec): 3 clusters
  Score: Raw -12839152.869281 + Penalty 3836.614605 = -12835316.254676
  nChanged 1551
		SP:Iteration 31Q (6127.690000 sec): 3 clusters
  Score: Raw -12839485.901653 + Penalty 3836.614605 = -12835649.287048
  nChanged 1587
		SP:Iteration 32Q (6128.470000 sec): 3 clusters
  Score: Raw -12839826.780832 + Penalty 3836.614605 = -12835990.166227
  nChanged 1640
		SP:Iteration 33Q (6129.250000 sec): 3 clusters
  Score: Raw -12840201.120661 + Penalty 3836.614605 = -12836364.506056
  nChanged 1683
		SP:Iteration 34Q (6130.020000 sec): 3 clusters
  Score: Raw -12840605.656393 + Penalty 3836.614605 = -12836769.041787
  nChanged 1714
		SP:Iteration 35Q (6130.990000 sec): 3 clusters
  Score: Raw -12841035.176796 + Penalty 3836.614605 = -12837198.562190
  nChanged 1730
		SP:Iteration 36Q (6131.860000 sec): 3 clusters
  Score: Raw -12841495.488587 + Penalty 3836.614605 = -12837658.873981
  nChanged 1815
		SP:Iteration 37Q (6132.590000 sec): 3 clusters
  Score: Raw -12842013.390667 + Penalty 3836.614605 = -12838176.776061
  nChanged 1882
		SP:Iteration 38Q (6133.350000 sec): 3 clusters
  Score: Raw -12842580.065479 + Penalty 3836.614605 = -12838743.450874
  nChanged 1891
		SP:Iteration 39Q (6134.110000 sec): 3 clusters
  Score: Raw -12843184.197596 + Penalty 3836.614605 = -12839347.582991
  nChanged 1856
		SP:Iteration 40F (6134.840000 sec): 3 clusters
  Score: Raw -12843819.587009 + Penalty 3836.614605 = -12839982.972404
  nChanged 1873
		SP:Iteration 41Q (6135.620000 sec): 3 clusters
  Score: Raw -12844513.887083 + Penalty 3836.614605 = -12840677.272478
  nChanged 1838
		SP:Iteration 42Q (6136.310000 sec): 3 clusters
  Score: Raw -12845228.494565 + Penalty 3836.614605 = -12841391.879959
  nChanged 1794
		SP:Iteration 43Q (6136.920000 sec): 3 clusters
  Score: Raw -12845971.247238 + Penalty 3836.614605 = -12842134.632632
  nChanged 1770
		SP:Iteration 44Q (6137.650000 sec): 3 clusters
  Score: Raw -12846722.529558 + Penalty 3836.614605 = -12842885.914952
  nChanged 1597
		SP:Iteration 45Q (6138.300000 sec): 3 clusters
  Score: Raw -12847394.047665 + Penalty 3836.614605 = -12843557.433059
  nChanged 1400
		SP:Iteration 46Q (6138.960000 sec): 3 clusters
  Score: Raw -12847988.542930 + Penalty 3836.614605 = -12844151.928325
  nChanged 1141
		SP:Iteration 47Q (6139.720000 sec): 3 clusters
  Score: Raw -12848460.573332 + Penalty 3836.614605 = -12844623.958727
  nChanged 949
		SP:Iteration 48Q (6140.450000 sec): 3 clusters
  Score: Raw -12848836.912771 + Penalty 3836.614605 = -12845000.298165
  nChanged 731
		SP:Iteration 49Q (6141.240000 sec): 3 clusters
  Score: Raw -12849116.566612 + Penalty 3836.614605 = -12845279.952006
  nChanged 611
		SP:Iteration 50Q (6142.020000 sec): 3 clusters
  Score: Raw -12849351.039854 + Penalty 3836.614605 = -12845514.425249
  nChanged 484
		SP:Iteration 51Q (6142.840000 sec): 3 clusters
  Score: Raw -12849521.401403 + Penalty 3836.614605 = -12845684.786798
  nChanged 395
		SP:Iteration 52Q (6143.620000 sec): 3 clusters
  Score: Raw -12849647.188595 + Penalty 3836.614605 = -12845810.573990
  nChanged 303
		SP:Iteration 53Q (6144.380000 sec): 3 clusters
  Score: Raw -12849731.756916 + Penalty 3836.614605 = -12845895.142310
  nChanged 217
		SP:Iteration 54Q (6145.140000 sec): 3 clusters
  Score: Raw -12849785.936419 + Penalty 3836.614605 = -12845949.321813
  nChanged 178
		SP:Iteration 55Q (6146.010000 sec): 3 clusters
  Score: Raw -12849824.692249 + Penalty 3836.614605 = -12845988.077643
  nChanged 140
		SP:Iteration 56Q (6146.740000 sec): 3 clusters
  Score: Raw -12849859.745482 + Penalty 3836.614605 = -12846023.130877
  nChanged 135
		SP:Iteration 57Q (6147.430000 sec): 3 clusters
  Score: Raw -12849891.692139 + Penalty 3836.614605 = -12846055.077533
  nChanged 125
		SP:Iteration 58Q (6148.150000 sec): 3 clusters
  Score: Raw -12849916.572433 + Penalty 3836.614605 = -12846079.957827
  nChanged 110
		SP:Iteration 59Q (6148.880000 sec): 3 clusters
  Score: Raw -12849938.471072 + Penalty 3836.614605 = -12846101.856467
  nChanged 104
		SP:Iteration 60F (6149.670000 sec): 3 clusters
  Score: Raw -12849962.617666 + Penalty 3836.614605 = -12846126.003061
  nChanged 92
		SP:Iteration 61Q (6150.480000 sec): 3 clusters
  Score: Raw -12849981.755241 + Penalty 3836.614605 = -12846145.140636
  nChanged 79
		SP:Iteration 62Q (6151.150000 sec): 3 clusters
  Score: Raw -12849993.966230 + Penalty 3836.614605 = -12846157.351625
  nChanged 50
		SP:Iteration 63Q (6151.830000 sec): 3 clusters
  Score: Raw -12850004.751040 + Penalty 3836.614605 = -12846168.136435
  nChanged 62
		SP:Iteration 64Q (6152.490000 sec): 3 clusters
  Score: Raw -12850018.204821 + Penalty 3836.614605 = -12846181.590216
  nChanged 71
		SP:Iteration 65Q (6153.230000 sec): 3 clusters
  Score: Raw -12850033.731410 + Penalty 3836.614605 = -12846197.116804
  nChanged 66
		SP:Iteration 66Q (6154.020000 sec): 3 clusters
  Score: Raw -12850045.996478 + Penalty 3836.614605 = -12846209.381873
  nChanged 54
		SP:Iteration 67Q (6154.740000 sec): 3 clusters
  Score: Raw -12850055.090614 + Penalty 3836.614605 = -12846218.476008
  nChanged 49
		SP:Iteration 68Q (6155.480000 sec): 3 clusters
  Score: Raw -12850061.946413 + Penalty 3836.614605 = -12846225.331808
  nChanged 37
		SP:Iteration 69Q (6156.160000 sec): 3 clusters
  Score: Raw -12850067.491674 + Penalty 3836.614605 = -12846230.877069
  nChanged 35
		SP:Iteration 70Q (6156.840000 sec): 3 clusters
  Score: Raw -12850073.198224 + Penalty 3836.614605 = -12846236.583618
  nChanged 25
		SP:Iteration 71Q (6157.500000 sec): 3 clusters
  Score: Raw -12850076.394604 + Penalty 3836.614605 = -12846239.779999
  nChanged 23
		SP:Iteration 72Q (6158.110000 sec): 3 clusters
  Score: Raw -12850078.861886 + Penalty 3836.614605 = -12846242.247280
  nChanged 19
		SP:Iteration 73Q (6158.790000 sec): 3 clusters
  Score: Raw -12850081.380243 + Penalty 3836.614605 = -12846244.765637
  nChanged 27
		SP:Iteration 74Q (6159.540000 sec): 3 clusters
  Score: Raw -12850085.788489 + Penalty 3836.614605 = -12846249.173883
  nChanged 28
		SP:Iteration 75Q (6160.120000 sec): 3 clusters
  Score: Raw -12850090.110910 + Penalty 3836.614605 = -12846253.496305
  nChanged 32
		SP:Iteration 76Q (6160.750000 sec): 3 clusters
  Score: Raw -12850096.322501 + Penalty 3836.614605 = -12846259.707896
  nChanged 34
		SP:Iteration 77Q (6161.350000 sec): 3 clusters
  Score: Raw -12850100.910842 + Penalty 3836.614605 = -12846264.296236
  nChanged 24
		SP:Iteration 78Q (6161.940000 sec): 3 clusters
  Score: Raw -12850104.053921 + Penalty 3836.614605 = -12846267.439316
  nChanged 25
		SP:Iteration 79Q (6162.620000 sec): 3 clusters
  Score: Raw -12850108.565950 + Penalty 3836.614605 = -12846271.951344
  nChanged 26
		SP:Iteration 80F (6163.370000 sec): 3 clusters
  Score: Raw -12850111.932098 + Penalty 3836.614605 = -12846275.317493
  nChanged 19
		SP:Iteration 81Q (6164.070000 sec): 3 clusters
  Score: Raw -12850114.573201 + Penalty 3836.614605 = -12846277.958596
  nChanged 22
		SP:Iteration 82Q (6164.850000 sec): 3 clusters
  Score: Raw -12850117.218392 + Penalty 3836.614605 = -12846280.603787
  nChanged 21
		SP:Iteration 83Q (6165.540000 sec): 3 clusters
  Score: Raw -12850120.147274 + Penalty 3836.614605 = -12846283.532668
  nChanged 29
		SP:Iteration 84Q (6166.210000 sec): 3 clusters
  Score: Raw -12850123.664381 + Penalty 3836.614605 = -12846287.049775
  nChanged 15
		SP:Iteration 85Q (6166.980000 sec): 3 clusters
  Score: Raw -12850125.405905 + Penalty 3836.614605 = -12846288.791300
  nChanged 11
		SP:Iteration 86Q (6167.660000 sec): 3 clusters
  Score: Raw -12850126.850278 + Penalty 3836.614605 = -12846290.235672
  nChanged 10
		SP:Iteration 87Q (6168.370000 sec): 3 clusters
  Score: Raw -12850128.024172 + Penalty 3836.614605 = -12846291.409566
  nChanged 10
		SP:Iteration 88Q (6169.100000 sec): 3 clusters
  Score: Raw -12850129.086405 + Penalty 3836.614605 = -12846292.471799
  nChanged 8
		SP:Iteration 89Q (6169.770000 sec): 3 clusters
  Score: Raw -12850129.909523 + Penalty 3836.614605 = -12846293.294918
  nChanged 9
		SP:Iteration 90Q (6170.500000 sec): 3 clusters
  Score: Raw -12850130.897209 + Penalty 3836.614605 = -12846294.282603
  nChanged 13
		SP:Iteration 91Q (6171.200000 sec): 3 clusters
  Score: Raw -12850132.577772 + Penalty 3836.614605 = -12846295.963166
  nChanged 14
		SP:Iteration 92Q (6171.880000 sec): 3 clusters
  Score: Raw -12850134.257425 + Penalty 3836.614605 = -12846297.642819
  nChanged 15
		SP:Iteration 93Q (6172.630000 sec): 3 clusters
  Score: Raw -12850136.456091 + Penalty 3836.614605 = -12846299.841486
  nChanged 14
		SP:Iteration 94Q (6173.460000 sec): 3 clusters
  Score: Raw -12850138.100019 + Penalty 3836.614605 = -12846301.485414
  nChanged 10
		SP:Iteration 95Q (6174.250000 sec): 3 clusters
  Score: Raw -12850138.907310 + Penalty 3836.614605 = -12846302.292705
  nChanged 7
		SP:Iteration 96Q (6174.980000 sec): 3 clusters
  Score: Raw -12850139.450658 + Penalty 3836.614605 = -12846302.836052
  nChanged 2
		SP:Iteration 97Q (6175.720000 sec): 3 clusters
  Score: Raw -12850139.643745 + Penalty 3836.614605 = -12846303.029139
  nChanged 6
		SP:Iteration 98Q (6176.420000 sec): 3 clusters
  Score: Raw -12850140.306841 + Penalty 3836.614605 = -12846303.692236
  nChanged 7
		SP:Iteration 99Q (6177.130000 sec): 3 clusters
  Score: Raw -12850141.149350 + Penalty 3836.614605 = -12846304.534745
  nChanged 5
		SP:Iteration 100F (6177.880000 sec): 3 clusters
  Score: Raw -12850141.673941 + Penalty 3836.614605 = -12846305.059336
  nChanged 6
		SP:Iteration 101Q (6178.580000 sec): 3 clusters
  Score: Raw -12850142.435430 + Penalty 3836.614605 = -12846305.820824
  nChanged 9
		SP:Iteration 102Q (6179.270000 sec): 3 clusters
  Score: Raw -12850144.020131 + Penalty 3836.614605 = -12846307.405526
  nChanged 18
		SP:Iteration 103Q (6179.940000 sec): 3 clusters
  Score: Raw -12850146.610240 + Penalty 3836.614605 = -12846309.995635
  nChanged 15
		SP:Iteration 104Q (6180.660000 sec): 3 clusters
  Score: Raw -12850148.325356 + Penalty 3836.614605 = -12846311.710750
  nChanged 8
		SP:Iteration 105Q (6181.350000 sec): 3 clusters
  Score: Raw -12850149.121271 + Penalty 3836.614605 = -12846312.506665
  nChanged 8
		SP:Iteration 106Q (6182.030000 sec): 3 clusters
  Score: Raw -12850150.002399 + Penalty 3836.614605 = -12846313.387793
  nChanged 7
		SP:Iteration 107Q (6182.710000 sec): 3 clusters
  Score: Raw -12850150.731543 + Penalty 3836.614605 = -12846314.116937
  nChanged 7
		SP:Iteration 108Q (6183.390000 sec): 3 clusters
  Score: Raw -12850151.903501 + Penalty 3836.614605 = -12846315.288895
  nChanged 12
		SP:Iteration 109Q (6184.150000 sec): 3 clusters
  Score: Raw -12850153.382438 + Penalty 3836.614605 = -12846316.767833
  nChanged 12
		SP:Iteration 110Q (6184.850000 sec): 3 clusters
  Score: Raw -12850154.664763 + Penalty 3836.614605 = -12846318.050157
  nChanged 7
		SP:Iteration 111Q (6185.520000 sec): 3 clusters
  Score: Raw -12850155.298212 + Penalty 3836.614605 = -12846318.683606
  nChanged 2
		SP:Iteration 112Q (6186.240000 sec): 3 clusters
  Score: Raw -12850155.415603 + Penalty 3836.614605 = -12846318.800998
  nChanged 2
		SP:Iteration 113Q (6186.900000 sec): 3 clusters
  Score: Raw -12850155.588219 + Penalty 3836.614605 = -12846318.973614
  nChanged 3
		SP:Iteration 114Q (6187.580000 sec): 3 clusters
  Score: Raw -12850155.781993 + Penalty 3836.614605 = -12846319.167388
  nChanged 1
		SP:Iteration 115Q (6188.260000 sec): 3 clusters
  Score: Raw -12850155.980753 + Penalty 3836.614605 = -12846319.366147
  nChanged 2
		SP:Iteration 116Q (6188.900000 sec): 3 clusters
  Score: Raw -12850156.179973 + Penalty 3836.614605 = -12846319.565368
  nChanged 2
		SP:Iteration 117Q (6189.590000 sec): 3 clusters
  Score: Raw -12850156.482861 + Penalty 3836.614605 = -12846319.868256
  nChanged 0
		SP:Iteration 118F (6190.350000 sec): 3 clusters
  Score: Raw -12850156.482861 + Penalty 3836.614605 = -12846319.868256
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 16 (11050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6190.500000 sec): 2 clusters
  Score: Raw -1060938.902874 + Penalty 1512.905177 = -1059425.997696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6190.800000 sec): 3 clusters
  Score: Raw -1054662.635323 + Penalty 3025.810355 = -1051636.824968
  nChanged 4810
		SP:Iteration 1F (6191.020000 sec): 3 clusters
  Score: Raw -1057486.049910 + Penalty 3025.810355 = -1054460.239555
  nChanged 800
		SP:Iteration 2F (6191.310000 sec): 3 clusters
  Score: Raw -1057947.470573 + Penalty 3025.810355 = -1054921.660219
  nChanged 740
		SP:Iteration 3F (6191.550000 sec): 3 clusters
  Score: Raw -1058429.204525 + Penalty 3025.810355 = -1055403.394170
  nChanged 696
		SP:Iteration 4F (6191.780000 sec): 3 clusters
  Score: Raw -1058937.461334 + Penalty 3025.810355 = -1055911.650979
  nChanged 710
		SP:Iteration 5F (6192.050000 sec): 3 clusters
  Score: Raw -1059540.393769 + Penalty 3025.810355 = -1056514.583414
  nChanged 706
		SP:Iteration 6F (6192.260000 sec): 3 clusters
  Score: Raw -1060143.520551 + Penalty 3025.810355 = -1057117.710196
  nChanged 663
		SP:Iteration 7F (6192.530000 sec): 3 clusters
  Score: Raw -1060674.824943 + Penalty 3025.810355 = -1057649.014589
  nChanged 522
		SP:Iteration 8Q (6192.780000 sec): 3 clusters
  Score: Raw -1061047.887029 + Penalty 3025.810355 = -1058022.076674
  nChanged 403
		SP:Iteration 9Q (6193.010000 sec): 3 clusters
  Score: Raw -1061295.837114 + Penalty 3025.810355 = -1058270.026759
  nChanged 316
		SP:Iteration 10Q (6193.310000 sec): 3 clusters
  Score: Raw -1061455.399167 + Penalty 3025.810355 = -1058429.588813
  nChanged 250
		SP:Iteration 11Q (6193.500000 sec): 3 clusters
  Score: Raw -1061563.150623 + Penalty 3025.810355 = -1058537.340268
  nChanged 206
		SP:Iteration 12Q (6193.750000 sec): 3 clusters
  Score: Raw -1061642.849101 + Penalty 3025.810355 = -1058617.038747
  nChanged 170
		SP:Iteration 13Q (6194.010000 sec): 3 clusters
  Score: Raw -1061699.082749 + Penalty 3025.810355 = -1058673.272394
  nChanged 116
		SP:Iteration 14Q (6194.240000 sec): 3 clusters
  Score: Raw -1061728.204934 + Penalty 3025.810355 = -1058702.394579
  nChanged 88
		SP:Iteration 15Q (6194.480000 sec): 3 clusters
  Score: Raw -1061750.918624 + Penalty 3025.810355 = -1058725.108269
  nChanged 70
		SP:Iteration 16Q (6194.670000 sec): 3 clusters
  Score: Raw -1061764.104402 + Penalty 3025.810355 = -1058738.294047
  nChanged 56
		SP:Iteration 17Q (6194.910000 sec): 3 clusters
  Score: Raw -1061776.514583 + Penalty 3025.810355 = -1058750.704229
  nChanged 55
		SP:Iteration 18Q (6195.100000 sec): 3 clusters
  Score: Raw -1061787.114839 + Penalty 3025.810355 = -1058761.304484
  nChanged 40
		SP:Iteration 19Q (6195.350000 sec): 3 clusters
  Score: Raw -1061794.469247 + Penalty 3025.810355 = -1058768.658892
  nChanged 41
		SP:Iteration 20F (6195.560000 sec): 3 clusters
  Score: Raw -1061801.770510 + Penalty 3025.810355 = -1058775.960155
  nChanged 27
		SP:Iteration 21Q (6195.830000 sec): 3 clusters
  Score: Raw -1061807.139647 + Penalty 3025.810355 = -1058781.329293
  nChanged 24
		SP:Iteration 22Q (6196.020000 sec): 3 clusters
  Score: Raw -1061810.850114 + Penalty 3025.810355 = -1058785.039759
  nChanged 25
		SP:Iteration 23Q (6196.250000 sec): 3 clusters
  Score: Raw -1061814.683495 + Penalty 3025.810355 = -1058788.873140
  nChanged 26
		SP:Iteration 24Q (6196.490000 sec): 3 clusters
  Score: Raw -1061818.741148 + Penalty 3025.810355 = -1058792.930794
  nChanged 19
		SP:Iteration 25Q (6196.700000 sec): 3 clusters
  Score: Raw -1061822.586490 + Penalty 3025.810355 = -1058796.776136
  nChanged 16
		SP:Iteration 26Q (6196.930000 sec): 3 clusters
  Score: Raw -1061826.364218 + Penalty 3025.810355 = -1058800.553863
  nChanged 21
		SP:Iteration 27Q (6197.160000 sec): 3 clusters
  Score: Raw -1061829.955838 + Penalty 3025.810355 = -1058804.145483
  nChanged 26
		SP:Iteration 28Q (6197.410000 sec): 3 clusters
  Score: Raw -1061834.280177 + Penalty 3025.810355 = -1058808.469822
  nChanged 25
		SP:Iteration 29Q (6197.650000 sec): 3 clusters
  Score: Raw -1061837.550791 + Penalty 3025.810355 = -1058811.740437
  nChanged 21
		SP:Iteration 30Q (6197.890000 sec): 3 clusters
  Score: Raw -1061839.880836 + Penalty 3025.810355 = -1058814.070481
  nChanged 15
		SP:Iteration 31Q (6198.110000 sec): 3 clusters
  Score: Raw -1061841.639828 + Penalty 3025.810355 = -1058815.829473
  nChanged 12
		SP:Iteration 32Q (6198.320000 sec): 3 clusters
  Score: Raw -1061842.988094 + Penalty 3025.810355 = -1058817.177739
  nChanged 15
		SP:Iteration 33Q (6198.540000 sec): 3 clusters
  Score: Raw -1061845.031721 + Penalty 3025.810355 = -1058819.221366
  nChanged 14
		SP:Iteration 34Q (6198.790000 sec): 3 clusters
  Score: Raw -1061846.850978 + Penalty 3025.810355 = -1058821.040623
  nChanged 13
		SP:Iteration 35Q (6198.980000 sec): 3 clusters
  Score: Raw -1061848.657542 + Penalty 3025.810355 = -1058822.847187
  nChanged 18
		SP:Iteration 36Q (6199.160000 sec): 3 clusters
  Score: Raw -1061852.672479 + Penalty 3025.810355 = -1058826.862124
  nChanged 18
		SP:Iteration 37Q (6199.340000 sec): 3 clusters
  Score: Raw -1061855.655179 + Penalty 3025.810355 = -1058829.844824
  nChanged 15
		SP:Iteration 38Q (6199.520000 sec): 3 clusters
  Score: Raw -1061857.698993 + Penalty 3025.810355 = -1058831.888639
  nChanged 11
		SP:Iteration 39Q (6199.710000 sec): 3 clusters
  Score: Raw -1061859.358605 + Penalty 3025.810355 = -1058833.548250
  nChanged 18
		SP:Iteration 40F (6199.960000 sec): 3 clusters
  Score: Raw -1061861.412773 + Penalty 3025.810355 = -1058835.602418
  nChanged 12
		SP:Iteration 41Q (6200.150000 sec): 3 clusters
  Score: Raw -1061863.090482 + Penalty 3025.810355 = -1058837.280127
  nChanged 6
		SP:Iteration 42Q (6200.330000 sec): 3 clusters
  Score: Raw -1061864.053666 + Penalty 3025.810355 = -1058838.243311
  nChanged 5
		SP:Iteration 43Q (6200.520000 sec): 3 clusters
  Score: Raw -1061864.626857 + Penalty 3025.810355 = -1058838.816502
  nChanged 5
		SP:Iteration 44Q (6200.700000 sec): 3 clusters
  Score: Raw -1061865.130593 + Penalty 3025.810355 = -1058839.320238
  nChanged 4
		SP:Iteration 45Q (6200.880000 sec): 3 clusters
  Score: Raw -1061865.754938 + Penalty 3025.810355 = -1058839.944583
  nChanged 2
		SP:Iteration 46Q (6201.060000 sec): 3 clusters
  Score: Raw -1061865.936935 + Penalty 3025.810355 = -1058840.126580
  nChanged 3
		SP:Iteration 47Q (6201.250000 sec): 3 clusters
  Score: Raw -1061866.091028 + Penalty 3025.810355 = -1058840.280673
  nChanged 1
		SP:Iteration 48Q (6201.480000 sec): 3 clusters
  Score: Raw -1061866.163147 + Penalty 3025.810355 = -1058840.352792
  nChanged 1
		SP:Iteration 49Q (6201.700000 sec): 3 clusters
  Score: Raw -1061866.206548 + Penalty 3025.810355 = -1058840.396193
  nChanged 0
		SP:Iteration 50F (6201.940000 sec): 3 clusters
  Score: Raw -1061866.206548 + Penalty 3025.810355 = -1058840.396193
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 17 (1769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6202.040000 sec): 2 clusters
  Score: Raw -184048.926966 + Penalty 1215.202575 = -182833.724391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6202.220000 sec): 3 clusters
  Score: Raw -183327.991958 + Penalty 2430.405151 = -180897.586808
  nChanged 621
		SP:Iteration 1F (6202.380000 sec): 3 clusters
  Score: Raw -183732.691616 + Penalty 2430.405151 = -181302.286465
  nChanged 158
		SP:Iteration 2F (6202.580000 sec): 3 clusters
  Score: Raw -183851.655123 + Penalty 2430.405151 = -181421.249973
  nChanged 85
		SP:Iteration 3Q (6202.720000 sec): 3 clusters
  Score: Raw -183922.402046 + Penalty 2430.405151 = -181491.996896
  nChanged 56
		SP:Iteration 4Q (6202.870000 sec): 3 clusters
  Score: Raw -183965.171900 + Penalty 2430.405151 = -181534.766749
  nChanged 45
		SP:Iteration 5Q (6203.020000 sec): 3 clusters
  Score: Raw -183995.137383 + Penalty 2430.405151 = -181564.732232
  nChanged 32
		SP:Iteration 6Q (6203.160000 sec): 3 clusters
  Score: Raw -184009.232227 + Penalty 2430.405151 = -181578.827076
  nChanged 19
		SP:Iteration 7Q (6203.300000 sec): 3 clusters
  Score: Raw -184020.936650 + Penalty 2430.405151 = -181590.531500
  nChanged 6
		SP:Iteration 8Q (6203.450000 sec): 3 clusters
  Score: Raw -184023.666556 + Penalty 2430.405151 = -181593.261406
  nChanged 4
		SP:Iteration 9Q (6203.590000 sec): 3 clusters
  Score: Raw -184025.386481 + Penalty 2430.405151 = -181594.981331
  nChanged 2
		SP:Iteration 10Q (6203.740000 sec): 3 clusters
  Score: Raw -184026.306982 + Penalty 2430.405151 = -181595.901831
  nChanged 3
		SP:Iteration 11Q (6203.900000 sec): 3 clusters
  Score: Raw -184029.069833 + Penalty 2430.405151 = -181598.664682
  nChanged 7
		SP:Iteration 12Q (6204.170000 sec): 3 clusters
  Score: Raw -184032.714800 + Penalty 2430.405151 = -181602.309649
  nChanged 2
		SP:Iteration 13Q (6204.380000 sec): 3 clusters
  Score: Raw -184033.817378 + Penalty 2430.405151 = -181603.412228
  nChanged 4
		SP:Iteration 14Q (6204.480000 sec): 3 clusters
  Score: Raw -184036.554610 + Penalty 2430.405151 = -181606.149459
  nChanged 4
		SP:Iteration 15Q (6204.710000 sec): 3 clusters
  Score: Raw -184038.491005 + Penalty 2430.405151 = -181608.085855
  nChanged 3
		SP:Iteration 16Q (6204.890000 sec): 3 clusters
  Score: Raw -184040.203317 + Penalty 2430.405151 = -181609.798166
  nChanged 3
		SP:Iteration 17Q (6205.040000 sec): 3 clusters
  Score: Raw -184041.791996 + Penalty 2430.405151 = -181611.386845
  nChanged 4
		SP:Iteration 18Q (6205.240000 sec): 3 clusters
  Score: Raw -184043.591638 + Penalty 2430.405151 = -181613.186488
  nChanged 2
		SP:Iteration 19Q (6205.390000 sec): 3 clusters
  Score: Raw -184044.234253 + Penalty 2430.405151 = -181613.829102
  nChanged 0
		SP:Iteration 20F (6205.640000 sec): 3 clusters
  Score: Raw -184044.234253 + Penalty 2430.405151 = -181613.829102
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 18 (53759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6205.970000 sec): 2 clusters
  Score: Raw -5726212.576584 + Penalty 1769.993286 = -5724442.583298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6206.560000 sec): 3 clusters
  Score: Raw -5692187.207620 + Penalty 3539.986571 = -5688647.221048
  nChanged 25073
		SP:Iteration 1F (6206.990000 sec): 3 clusters
  Score: Raw -5706733.282007 + Penalty 3539.986571 = -5703193.295435
  nChanged 2300
		SP:Iteration 2Q (6207.470000 sec): 3 clusters
  Score: Raw -5707486.536786 + Penalty 3539.986571 = -5703946.550215
  nChanged 2427
		SP:Iteration 3Q (6207.950000 sec): 3 clusters
  Score: Raw -5708442.811678 + Penalty 3539.986571 = -5704902.825106
  nChanged 2751
		SP:Iteration 4F (6208.370000 sec): 3 clusters
  Score: Raw -5709775.707981 + Penalty 3539.986571 = -5706235.721409
  nChanged 3137
		SP:Iteration 5F (6208.790000 sec): 3 clusters
  Score: Raw -5711544.115300 + Penalty 3539.986571 = -5708004.128728
  nChanged 3433
		SP:Iteration 6F (6209.260000 sec): 3 clusters
  Score: Raw -5713899.759964 + Penalty 3539.986571 = -5710359.773393
  nChanged 3597
		SP:Iteration 7F (6209.690000 sec): 3 clusters
  Score: Raw -5716735.154935 + Penalty 3539.986571 = -5713195.168363
  nChanged 3494
		SP:Iteration 8F (6210.170000 sec): 3 clusters
  Score: Raw -5719711.900618 + Penalty 3539.986571 = -5716171.914046
  nChanged 3012
		SP:Iteration 9F (6210.580000 sec): 3 clusters
  Score: Raw -5722414.400369 + Penalty 3539.986571 = -5718874.413798
  nChanged 2159
		SP:Iteration 10Q (6210.990000 sec): 3 clusters
  Score: Raw -5724340.329273 + Penalty 3539.986571 = -5720800.342702
  nChanged 1241
		SP:Iteration 11Q (6211.480000 sec): 3 clusters
  Score: Raw -5725402.253328 + Penalty 3539.986571 = -5721862.266757
  nChanged 611
		SP:Iteration 12Q (6211.880000 sec): 3 clusters
  Score: Raw -5725904.281296 + Penalty 3539.986571 = -5722364.294725
  nChanged 281
		SP:Iteration 13Q (6212.300000 sec): 3 clusters
  Score: Raw -5726144.552757 + Penalty 3539.986571 = -5722604.566185
  nChanged 119
		SP:Iteration 14Q (6212.610000 sec): 3 clusters
  Score: Raw -5726248.538228 + Penalty 3539.986571 = -5722708.551656
  nChanged 67
		SP:Iteration 15Q (6213.010000 sec): 3 clusters
  Score: Raw -5726311.103882 + Penalty 3539.986571 = -5722771.117310
  nChanged 40
		SP:Iteration 16Q (6213.410000 sec): 3 clusters
  Score: Raw -5726350.096315 + Penalty 3539.986571 = -5722810.109743
  nChanged 25
		SP:Iteration 17Q (6213.790000 sec): 3 clusters
  Score: Raw -5726369.661049 + Penalty 3539.986571 = -5722829.674478
  nChanged 18
		SP:Iteration 18Q (6214.190000 sec): 3 clusters
  Score: Raw -5726391.892333 + Penalty 3539.986571 = -5722851.905761
  nChanged 13
		SP:Iteration 19Q (6214.570000 sec): 3 clusters
  Score: Raw -5726404.400180 + Penalty 3539.986571 = -5722864.413608
  nChanged 3
		SP:Iteration 20F (6215.030000 sec): 3 clusters
  Score: Raw -5726408.026789 + Penalty 3539.986571 = -5722868.040217
  nChanged 4
		SP:Iteration 21Q (6215.420000 sec): 3 clusters
  Score: Raw -5726413.009281 + Penalty 3539.986571 = -5722873.022709
  nChanged 5
		SP:Iteration 22Q (6215.850000 sec): 3 clusters
  Score: Raw -5726419.317575 + Penalty 3539.986571 = -5722879.331003
  nChanged 2
		SP:Iteration 23Q (6216.320000 sec): 3 clusters
  Score: Raw -5726421.638125 + Penalty 3539.986571 = -5722881.651554
  nChanged 2
		SP:Iteration 24Q (6216.690000 sec): 3 clusters
  Score: Raw -5726422.945178 + Penalty 3539.986571 = -5722882.958606
  nChanged 1
		SP:Iteration 25Q (6217.040000 sec): 3 clusters
  Score: Raw -5726424.318460 + Penalty 3539.986571 = -5722884.331888
  nChanged 1
		SP:Iteration 26Q (6217.430000 sec): 3 clusters
  Score: Raw -5726426.497986 + Penalty 3539.986571 = -5722886.511415
  nChanged 1
		SP:Iteration 27Q (6217.820000 sec): 3 clusters
  Score: Raw -5726427.883419 + Penalty 3539.986571 = -5722887.896848
  nChanged 2
		SP:Iteration 28Q (6218.230000 sec): 3 clusters
  Score: Raw -5726430.248742 + Penalty 3539.986571 = -5722890.262171
  nChanged 1
		SP:Iteration 29Q (6218.610000 sec): 3 clusters
  Score: Raw -5726430.788666 + Penalty 3539.986571 = -5722890.802095
  nChanged 2
		SP:Iteration 30Q (6218.990000 sec): 3 clusters
  Score: Raw -5726432.134738 + Penalty 3539.986571 = -5722892.148167
  nChanged 2
		SP:Iteration 31Q (6219.410000 sec): 3 clusters
  Score: Raw -5726433.545071 + Penalty 3539.986571 = -5722893.558499
  nChanged 1
		SP:Iteration 32Q (6219.770000 sec): 3 clusters
  Score: Raw -5726434.298872 + Penalty 3539.986571 = -5722894.312300
  nChanged 0
		SP:Iteration 33F (6220.160000 sec): 3 clusters
  Score: Raw -5726434.298872 + Penalty 3539.986571 = -5722894.312300
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 19 (41641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6220.430000 sec): 2 clusters
  Score: Raw -4447714.116580 + Penalty 1728.486587 = -4445985.629993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6220.840000 sec): 3 clusters
  Score: Raw -4421491.066154 + Penalty 3456.973175 = -4418034.092979
  nChanged 19533
		SP:Iteration 1F (6221.270000 sec): 3 clusters
  Score: Raw -4432667.152313 + Penalty 3456.973175 = -4429210.179138
  nChanged 1907
		SP:Iteration 2Q (6221.710000 sec): 3 clusters
  Score: Raw -4433435.495922 + Penalty 3456.973175 = -4429978.522747
  nChanged 2066
		SP:Iteration 3Q (6222.180000 sec): 3 clusters
  Score: Raw -4434484.890311 + Penalty 3456.973175 = -4431027.917136
  nChanged 2311
		SP:Iteration 4F (6222.560000 sec): 3 clusters
  Score: Raw -4435906.760098 + Penalty 3456.973175 = -4432449.786923
  nChanged 2561
		SP:Iteration 5F (6222.980000 sec): 3 clusters
  Score: Raw -4437614.198414 + Penalty 3456.973175 = -4434157.225239
  nChanged 2724
		SP:Iteration 6F (6223.360000 sec): 3 clusters
  Score: Raw -4439461.499052 + Penalty 3456.973175 = -4436004.525877
  nChanged 2591
		SP:Iteration 7F (6223.740000 sec): 3 clusters
  Score: Raw -4441210.724480 + Penalty 3456.973175 = -4437753.751305
  nChanged 2511
		SP:Iteration 8F (6224.110000 sec): 3 clusters
  Score: Raw -4442873.003433 + Penalty 3456.973175 = -4439416.030258
  nChanged 2142
		SP:Iteration 9F (6224.520000 sec): 3 clusters
  Score: Raw -4444176.628299 + Penalty 3456.973175 = -4440719.655124
  nChanged 1581
		SP:Iteration 10Q (6224.940000 sec): 3 clusters
  Score: Raw -4444919.006018 + Penalty 3456.973175 = -4441462.032843
  nChanged 1134
		SP:Iteration 11Q (6225.420000 sec): 3 clusters
  Score: Raw -4445365.923845 + Penalty 3456.973175 = -4441908.950670
  nChanged 841
		SP:Iteration 12Q (6225.860000 sec): 3 clusters
  Score: Raw -4445636.738338 + Penalty 3456.973175 = -4442179.765163
  nChanged 661
		SP:Iteration 13Q (6226.300000 sec): 3 clusters
  Score: Raw -4445828.234440 + Penalty 3456.973175 = -4442371.261265
  nChanged 540
		SP:Iteration 14Q (6226.700000 sec): 3 clusters
  Score: Raw -4445990.171769 + Penalty 3456.973175 = -4442533.198595
  nChanged 513
		SP:Iteration 15Q (6227.160000 sec): 3 clusters
  Score: Raw -4446126.291057 + Penalty 3456.973175 = -4442669.317882
  nChanged 437
		SP:Iteration 16Q (6227.520000 sec): 3 clusters
  Score: Raw -4446233.770009 + Penalty 3456.973175 = -4442776.796834
  nChanged 385
		SP:Iteration 17Q (6227.880000 sec): 3 clusters
  Score: Raw -4446324.711800 + Penalty 3456.973175 = -4442867.738626
  nChanged 364
		SP:Iteration 18Q (6228.370000 sec): 3 clusters
  Score: Raw -4446400.266763 + Penalty 3456.973175 = -4442943.293588
  nChanged 317
		SP:Iteration 19Q (6228.740000 sec): 3 clusters
  Score: Raw -4446463.473496 + Penalty 3456.973175 = -4443006.500321
  nChanged 304
		SP:Iteration 20F (6229.150000 sec): 3 clusters
  Score: Raw -4446521.447558 + Penalty 3456.973175 = -4443064.474383
  nChanged 304
		SP:Iteration 21Q (6229.550000 sec): 3 clusters
  Score: Raw -4446575.288286 + Penalty 3456.973175 = -4443118.315111
  nChanged 279
		SP:Iteration 22Q (6229.940000 sec): 3 clusters
  Score: Raw -4446620.094485 + Penalty 3456.973175 = -4443163.121310
  nChanged 252
		SP:Iteration 23Q (6230.410000 sec): 3 clusters
  Score: Raw -4446661.041955 + Penalty 3456.973175 = -4443204.068780
  nChanged 266
		SP:Iteration 24Q (6230.750000 sec): 3 clusters
  Score: Raw -4446704.931892 + Penalty 3456.973175 = -4443247.958717
  nChanged 245
		SP:Iteration 25Q (6231.080000 sec): 3 clusters
  Score: Raw -4446743.361342 + Penalty 3456.973175 = -4443286.388167
  nChanged 253
		SP:Iteration 26Q (6231.480000 sec): 3 clusters
  Score: Raw -4446786.702793 + Penalty 3456.973175 = -4443329.729618
  nChanged 278
		SP:Iteration 27Q (6231.840000 sec): 3 clusters
  Score: Raw -4446837.252356 + Penalty 3456.973175 = -4443380.279182
  nChanged 263
		SP:Iteration 28Q (6232.230000 sec): 3 clusters
  Score: Raw -4446883.081740 + Penalty 3456.973175 = -4443426.108566
  nChanged 259
		SP:Iteration 29Q (6232.670000 sec): 3 clusters
  Score: Raw -4446938.760342 + Penalty 3456.973175 = -4443481.787167
  nChanged 320
		SP:Iteration 30Q (6233.110000 sec): 3 clusters
  Score: Raw -4447014.566741 + Penalty 3456.973175 = -4443557.593566
  nChanged 310
		SP:Iteration 31Q (6233.470000 sec): 3 clusters
  Score: Raw -4447090.806076 + Penalty 3456.973175 = -4443633.832901
  nChanged 330
		SP:Iteration 32Q (6233.870000 sec): 3 clusters
  Score: Raw -4447177.077786 + Penalty 3456.973175 = -4443720.104611
  nChanged 309
		SP:Iteration 33Q (6234.250000 sec): 3 clusters
  Score: Raw -4447263.317011 + Penalty 3456.973175 = -4443806.343836
  nChanged 329
		SP:Iteration 34Q (6234.650000 sec): 3 clusters
  Score: Raw -4447360.035415 + Penalty 3456.973175 = -4443903.062240
  nChanged 341
		SP:Iteration 35Q (6235.070000 sec): 3 clusters
  Score: Raw -4447471.368144 + Penalty 3456.973175 = -4444014.394969
  nChanged 376
		SP:Iteration 36Q (6235.490000 sec): 3 clusters
  Score: Raw -4447612.525587 + Penalty 3456.973175 = -4444155.552412
  nChanged 381
		SP:Iteration 37Q (6235.900000 sec): 3 clusters
  Score: Raw -4447760.863741 + Penalty 3456.973175 = -4444303.890567
  nChanged 386
		SP:Iteration 38Q (6236.290000 sec): 3 clusters
  Score: Raw -4447915.435142 + Penalty 3456.973175 = -4444458.461967
  nChanged 383
		SP:Iteration 39Q (6236.680000 sec): 3 clusters
  Score: Raw -4448079.209707 + Penalty 3456.973175 = -4444622.236532
  nChanged 386
		SP:Iteration 40F (6237.110000 sec): 3 clusters
  Score: Raw -4448254.263494 + Penalty 3456.973175 = -4444797.290319
  nChanged 398
		SP:Iteration 41Q (6237.440000 sec): 3 clusters
  Score: Raw -4448430.748788 + Penalty 3456.973175 = -4444973.775613
  nChanged 348
		SP:Iteration 42Q (6237.880000 sec): 3 clusters
  Score: Raw -4448575.611908 + Penalty 3456.973175 = -4445118.638734
  nChanged 324
		SP:Iteration 43Q (6238.270000 sec): 3 clusters
  Score: Raw -4448694.985115 + Penalty 3456.973175 = -4445238.011941
  nChanged 283
		SP:Iteration 44Q (6238.670000 sec): 3 clusters
  Score: Raw -4448786.461189 + Penalty 3456.973175 = -4445329.488014
  nChanged 234
		SP:Iteration 45Q (6239.020000 sec): 3 clusters
  Score: Raw -4448850.227642 + Penalty 3456.973175 = -4445393.254467
  nChanged 213
		SP:Iteration 46Q (6239.390000 sec): 3 clusters
  Score: Raw -4448901.671210 + Penalty 3456.973175 = -4445444.698035
  nChanged 175
		SP:Iteration 47Q (6239.800000 sec): 3 clusters
  Score: Raw -4448940.060200 + Penalty 3456.973175 = -4445483.087025
  nChanged 170
		SP:Iteration 48Q (6240.220000 sec): 3 clusters
  Score: Raw -4448972.531526 + Penalty 3456.973175 = -4445515.558351
  nChanged 139
		SP:Iteration 49Q (6240.640000 sec): 3 clusters
  Score: Raw -4448995.995424 + Penalty 3456.973175 = -4445539.022249
  nChanged 131
		SP:Iteration 50Q (6241.100000 sec): 3 clusters
  Score: Raw -4449016.540052 + Penalty 3456.973175 = -4445559.566877
  nChanged 106
		SP:Iteration 51Q (6241.490000 sec): 3 clusters
  Score: Raw -4449032.655462 + Penalty 3456.973175 = -4445575.682288
  nChanged 108
		SP:Iteration 52Q (6241.840000 sec): 3 clusters
  Score: Raw -4449047.138451 + Penalty 3456.973175 = -4445590.165276
  nChanged 94
		SP:Iteration 53Q (6242.290000 sec): 3 clusters
  Score: Raw -4449059.747461 + Penalty 3456.973175 = -4445602.774286
  nChanged 93
		SP:Iteration 54Q (6242.630000 sec): 3 clusters
  Score: Raw -4449073.246567 + Penalty 3456.973175 = -4445616.273393
  nChanged 80
		SP:Iteration 55Q (6243.030000 sec): 3 clusters
  Score: Raw -4449083.124654 + Penalty 3456.973175 = -4445626.151479
  nChanged 70
		SP:Iteration 56Q (6243.360000 sec): 3 clusters
  Score: Raw -4449091.702731 + Penalty 3456.973175 = -4445634.729557
  nChanged 57
		SP:Iteration 57Q (6243.720000 sec): 3 clusters
  Score: Raw -4449098.676059 + Penalty 3456.973175 = -4445641.702884
  nChanged 61
		SP:Iteration 58Q (6244.090000 sec): 3 clusters
  Score: Raw -4449105.515951 + Penalty 3456.973175 = -4445648.542776
  nChanged 43
		SP:Iteration 59Q (6244.490000 sec): 3 clusters
  Score: Raw -4449109.066289 + Penalty 3456.973175 = -4445652.093114
  nChanged 39
		SP:Iteration 60F (6244.910000 sec): 3 clusters
  Score: Raw -4449111.896114 + Penalty 3456.973175 = -4445654.922939
  nChanged 23
		SP:Iteration 61Q (6245.230000 sec): 3 clusters
  Score: Raw -4449113.354490 + Penalty 3456.973175 = -4445656.381315
  nChanged 21
		SP:Iteration 62Q (6245.670000 sec): 3 clusters
  Score: Raw -4449114.783135 + Penalty 3456.973175 = -4445657.809960
  nChanged 21
		SP:Iteration 63Q (6246.050000 sec): 3 clusters
  Score: Raw -4449116.536790 + Penalty 3456.973175 = -4445659.563615
  nChanged 19
		SP:Iteration 64Q (6246.410000 sec): 3 clusters
  Score: Raw -4449117.670779 + Penalty 3456.973175 = -4445660.697604
  nChanged 18
		SP:Iteration 65Q (6246.770000 sec): 3 clusters
  Score: Raw -4449118.966294 + Penalty 3456.973175 = -4445661.993119
  nChanged 15
		SP:Iteration 66Q (6247.170000 sec): 3 clusters
  Score: Raw -4449119.804806 + Penalty 3456.973175 = -4445662.831631
  nChanged 9
		SP:Iteration 67Q (6247.500000 sec): 3 clusters
  Score: Raw -4449120.241158 + Penalty 3456.973175 = -4445663.267983
  nChanged 3
		SP:Iteration 68Q (6247.840000 sec): 3 clusters
  Score: Raw -4449120.377841 + Penalty 3456.973175 = -4445663.404666
  nChanged 6
		SP:Iteration 69Q (6248.200000 sec): 3 clusters
  Score: Raw -4449120.676482 + Penalty 3456.973175 = -4445663.703307
  nChanged 6
		SP:Iteration 70Q (6248.500000 sec): 3 clusters
  Score: Raw -4449120.941070 + Penalty 3456.973175 = -4445663.967896
  nChanged 3
		SP:Iteration 71Q (6248.930000 sec): 3 clusters
  Score: Raw -4449121.076530 + Penalty 3456.973175 = -4445664.103355
  nChanged 1
		SP:Iteration 72Q (6249.300000 sec): 3 clusters
  Score: Raw -4449121.230340 + Penalty 3456.973175 = -4445664.257165
  nChanged 2
		SP:Iteration 73Q (6249.630000 sec): 3 clusters
  Score: Raw -4449121.383457 + Penalty 3456.973175 = -4445664.410282
  nChanged 3
		SP:Iteration 74Q (6249.920000 sec): 3 clusters
  Score: Raw -4449121.562276 + Penalty 3456.973175 = -4445664.589101
  nChanged 3
		SP:Iteration 75Q (6250.320000 sec): 3 clusters
  Score: Raw -4449121.659314 + Penalty 3456.973175 = -4445664.686139
  nChanged 2
		SP:Iteration 76Q (6250.710000 sec): 3 clusters
  Score: Raw -4449121.799144 + Penalty 3456.973175 = -4445664.825970
  nChanged 7
		SP:Iteration 77Q (6251.110000 sec): 3 clusters
  Score: Raw -4449122.055121 + Penalty 3456.973175 = -4445665.081947
  nChanged 5
		SP:Iteration 78Q (6251.470000 sec): 3 clusters
  Score: Raw -4449122.411927 + Penalty 3456.973175 = -4445665.438752
  nChanged 6
		SP:Iteration 79Q (6251.870000 sec): 3 clusters
  Score: Raw -4449122.794080 + Penalty 3456.973175 = -4445665.820906
  nChanged 6
		SP:Iteration 80F (6252.250000 sec): 3 clusters
  Score: Raw -4449123.217176 + Penalty 3456.973175 = -4445666.244001
  nChanged 5
		SP:Iteration 81Q (6252.640000 sec): 3 clusters
  Score: Raw -4449123.554689 + Penalty 3456.973175 = -4445666.581514
  nChanged 7
		SP:Iteration 82Q (6253.010000 sec): 3 clusters
  Score: Raw -4449124.030595 + Penalty 3456.973175 = -4445667.057421
  nChanged 8
		SP:Iteration 83Q (6253.350000 sec): 3 clusters
  Score: Raw -4449124.480764 + Penalty 3456.973175 = -4445667.507589
  nChanged 7
		SP:Iteration 84Q (6253.730000 sec): 3 clusters
  Score: Raw -4449124.789775 + Penalty 3456.973175 = -4445667.816601
  nChanged 6
		SP:Iteration 85Q (6254.110000 sec): 3 clusters
  Score: Raw -4449125.015194 + Penalty 3456.973175 = -4445668.042019
  nChanged 6
		SP:Iteration 86Q (6254.430000 sec): 3 clusters
  Score: Raw -4449125.346845 + Penalty 3456.973175 = -4445668.373670
  nChanged 6
		SP:Iteration 87Q (6254.840000 sec): 3 clusters
  Score: Raw -4449125.602312 + Penalty 3456.973175 = -4445668.629137
  nChanged 5
		SP:Iteration 88Q (6255.180000 sec): 3 clusters
  Score: Raw -4449125.776556 + Penalty 3456.973175 = -4445668.803381
  nChanged 4
		SP:Iteration 89Q (6255.470000 sec): 3 clusters
  Score: Raw -4449125.943312 + Penalty 3456.973175 = -4445668.970137
  nChanged 3
		SP:Iteration 90Q (6255.850000 sec): 3 clusters
  Score: Raw -4449126.131452 + Penalty 3456.973175 = -4445669.158277
  nChanged 5
		SP:Iteration 91Q (6256.220000 sec): 3 clusters
  Score: Raw -4449126.380697 + Penalty 3456.973175 = -4445669.407522
  nChanged 3
		SP:Iteration 92Q (6256.610000 sec): 3 clusters
  Score: Raw -4449126.611717 + Penalty 3456.973175 = -4445669.638543
  nChanged 4
		SP:Iteration 93Q (6256.930000 sec): 3 clusters
  Score: Raw -4449126.882715 + Penalty 3456.973175 = -4445669.909540
  nChanged 8
		SP:Iteration 94Q (6257.320000 sec): 3 clusters
  Score: Raw -4449127.356792 + Penalty 3456.973175 = -4445670.383618
  nChanged 5
		SP:Iteration 95Q (6257.690000 sec): 3 clusters
  Score: Raw -4449127.755772 + Penalty 3456.973175 = -4445670.782597
  nChanged 7
		SP:Iteration 96Q (6258.040000 sec): 3 clusters
  Score: Raw -4449128.032929 + Penalty 3456.973175 = -4445671.059754
  nChanged 5
		SP:Iteration 97Q (6258.350000 sec): 3 clusters
  Score: Raw -4449128.291141 + Penalty 3456.973175 = -4445671.317966
  nChanged 5
		SP:Iteration 98Q (6258.640000 sec): 3 clusters
  Score: Raw -4449128.672454 + Penalty 3456.973175 = -4445671.699279
  nChanged 7
		SP:Iteration 99Q (6258.990000 sec): 3 clusters
  Score: Raw -4449129.008679 + Penalty 3456.973175 = -4445672.035504
  nChanged 5
		SP:Iteration 100F (6259.310000 sec): 3 clusters
  Score: Raw -4449129.294425 + Penalty 3456.973175 = -4445672.321250
  nChanged 2
		SP:Iteration 101Q (6259.710000 sec): 3 clusters
  Score: Raw -4449129.488236 + Penalty 3456.973175 = -4445672.515062
  nChanged 4
		SP:Iteration 102Q (6260.020000 sec): 3 clusters
  Score: Raw -4449129.653826 + Penalty 3456.973175 = -4445672.680651
  nChanged 3
		SP:Iteration 103Q (6260.410000 sec): 3 clusters
  Score: Raw -4449129.799523 + Penalty 3456.973175 = -4445672.826348
  nChanged 4
		SP:Iteration 104Q (6260.790000 sec): 3 clusters
  Score: Raw -4449130.020317 + Penalty 3456.973175 = -4445673.047143
  nChanged 8
		SP:Iteration 105Q (6261.170000 sec): 3 clusters
  Score: Raw -4449130.432049 + Penalty 3456.973175 = -4445673.458875
  nChanged 11
		SP:Iteration 106Q (6261.540000 sec): 3 clusters
  Score: Raw -4449130.934371 + Penalty 3456.973175 = -4445673.961196
  nChanged 9
		SP:Iteration 107Q (6262.000000 sec): 3 clusters
  Score: Raw -4449131.622644 + Penalty 3456.973175 = -4445674.649469
  nChanged 7
		SP:Iteration 108Q (6262.340000 sec): 3 clusters
  Score: Raw -4449132.040501 + Penalty 3456.973175 = -4445675.067327
  nChanged 7
		SP:Iteration 109Q (6262.710000 sec): 3 clusters
  Score: Raw -4449132.352906 + Penalty 3456.973175 = -4445675.379731
  nChanged 3
		SP:Iteration 110Q (6263.090000 sec): 3 clusters
  Score: Raw -4449132.528663 + Penalty 3456.973175 = -4445675.555488
  nChanged 4
		SP:Iteration 111Q (6263.400000 sec): 3 clusters
  Score: Raw -4449132.712446 + Penalty 3456.973175 = -4445675.739271
  nChanged 4
		SP:Iteration 112Q (6263.770000 sec): 3 clusters
  Score: Raw -4449132.962888 + Penalty 3456.973175 = -4445675.989713
  nChanged 5
		SP:Iteration 113Q (6264.110000 sec): 3 clusters
  Score: Raw -4449133.426102 + Penalty 3456.973175 = -4445676.452927
  nChanged 5
		SP:Iteration 114Q (6264.450000 sec): 3 clusters
  Score: Raw -4449133.735434 + Penalty 3456.973175 = -4445676.762259
  nChanged 4
		SP:Iteration 115Q (6264.820000 sec): 3 clusters
  Score: Raw -4449133.894089 + Penalty 3456.973175 = -4445676.920914
  nChanged 6
		SP:Iteration 116Q (6265.170000 sec): 3 clusters
  Score: Raw -4449134.182507 + Penalty 3456.973175 = -4445677.209333
  nChanged 6
		SP:Iteration 117Q (6265.510000 sec): 3 clusters
  Score: Raw -4449134.425313 + Penalty 3456.973175 = -4445677.452138
  nChanged 3
		SP:Iteration 118Q (6265.900000 sec): 3 clusters
  Score: Raw -4449134.519157 + Penalty 3456.973175 = -4445677.545982
  nChanged 2
		SP:Iteration 119Q (6266.270000 sec): 3 clusters
  Score: Raw -4449134.579741 + Penalty 3456.973175 = -4445677.606566
  nChanged 3
		SP:Iteration 120F (6266.680000 sec): 3 clusters
  Score: Raw -4449134.699501 + Penalty 3456.973175 = -4445677.726327
  nChanged 2
		SP:Iteration 121Q (6267.020000 sec): 3 clusters
  Score: Raw -4449134.830940 + Penalty 3456.973175 = -4445677.857765
  nChanged 2
		SP:Iteration 122Q (6267.370000 sec): 3 clusters
  Score: Raw -4449134.871092 + Penalty 3456.973175 = -4445677.897917
  nChanged 3
		SP:Iteration 123Q (6267.810000 sec): 3 clusters
  Score: Raw -4449135.061106 + Penalty 3456.973175 = -4445678.087931
  nChanged 3
		SP:Iteration 124Q (6268.210000 sec): 3 clusters
  Score: Raw -4449135.203739 + Penalty 3456.973175 = -4445678.230564
  nChanged 2
		SP:Iteration 125Q (6268.600000 sec): 3 clusters
  Score: Raw -4449135.248458 + Penalty 3456.973175 = -4445678.275284
  nChanged 2
		SP:Iteration 126Q (6268.990000 sec): 3 clusters
  Score: Raw -4449135.295447 + Penalty 3456.973175 = -4445678.322272
  nChanged 1
		SP:Iteration 127Q (6269.430000 sec): 3 clusters
  Score: Raw -4449135.318024 + Penalty 3456.973175 = -4445678.344850
  nChanged 2
		SP:Iteration 128Q (6269.830000 sec): 3 clusters
  Score: Raw -4449135.396448 + Penalty 3456.973175 = -4445678.423273
  nChanged 1
		SP:Iteration 129Q (6270.240000 sec): 3 clusters
  Score: Raw -4449135.451733 + Penalty 3456.973175 = -4445678.478558
  nChanged 0
		SP:Iteration 130F (6270.620000 sec): 3 clusters
  Score: Raw -4449135.451733 + Penalty 3456.973175 = -4445678.478558
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 20 (3139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6270.730000 sec): 2 clusters
  Score: Raw -304390.339533 + Penalty 1308.394678 = -303081.944855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6270.930000 sec): 3 clusters
  Score: Raw -302927.669084 + Penalty 2616.789356 = -300310.879728
  nChanged 1185
		SP:Iteration 1F (6271.090000 sec): 3 clusters
  Score: Raw -303690.799077 + Penalty 2616.789356 = -301074.009721
  nChanged 300
		SP:Iteration 2F (6271.340000 sec): 3 clusters
  Score: Raw -304051.004421 + Penalty 2616.789356 = -301434.215065
  nChanged 353
		SP:Iteration 3F (6271.490000 sec): 3 clusters
  Score: Raw -304709.505780 + Penalty 2616.789356 = -302092.716424
  nChanged 347
		SP:Iteration 4F (6271.700000 sec): 3 clusters
  Score: Raw -305423.948786 + Penalty 2616.789356 = -302807.159430
  nChanged 284
		SP:Iteration 5F (6271.870000 sec): 3 clusters
  Score: Raw -305858.651949 + Penalty 2616.789356 = -303241.862593
  nChanged 154
		SP:Iteration 6Q (6272.020000 sec): 3 clusters
  Score: Raw -306013.591173 + Penalty 2616.789356 = -303396.801817
  nChanged 79
		SP:Iteration 7Q (6272.210000 sec): 3 clusters
  Score: Raw -306076.419111 + Penalty 2616.789356 = -303459.629755
  nChanged 48
		SP:Iteration 8Q (6272.350000 sec): 3 clusters
  Score: Raw -306107.608768 + Penalty 2616.789356 = -303490.819412
  nChanged 38
		SP:Iteration 9Q (6272.520000 sec): 3 clusters
  Score: Raw -306132.439828 + Penalty 2616.789356 = -303515.650472
  nChanged 33
		SP:Iteration 10Q (6272.700000 sec): 3 clusters
  Score: Raw -306149.690053 + Penalty 2616.789356 = -303532.900697
  nChanged 25
		SP:Iteration 11Q (6272.920000 sec): 3 clusters
  Score: Raw -306160.765562 + Penalty 2616.789356 = -303543.976206
  nChanged 21
		SP:Iteration 12Q (6273.070000 sec): 3 clusters
  Score: Raw -306170.384715 + Penalty 2616.789356 = -303553.595359
  nChanged 21
		SP:Iteration 13Q (6273.270000 sec): 3 clusters
  Score: Raw -306181.096596 + Penalty 2616.789356 = -303564.307240
  nChanged 21
		SP:Iteration 14Q (6273.430000 sec): 3 clusters
  Score: Raw -306191.927098 + Penalty 2616.789356 = -303575.137742
  nChanged 17
		SP:Iteration 15Q (6273.630000 sec): 3 clusters
  Score: Raw -306198.507546 + Penalty 2616.789356 = -303581.718190
  nChanged 17
		SP:Iteration 16Q (6273.810000 sec): 3 clusters
  Score: Raw -306205.973274 + Penalty 2616.789356 = -303589.183918
  nChanged 13
		SP:Iteration 17Q (6274.030000 sec): 3 clusters
  Score: Raw -306211.236385 + Penalty 2616.789356 = -303594.447029
  nChanged 8
		SP:Iteration 18Q (6274.190000 sec): 3 clusters
  Score: Raw -306213.695580 + Penalty 2616.789356 = -303596.906224
  nChanged 3
		SP:Iteration 19Q (6274.350000 sec): 3 clusters
  Score: Raw -306215.047593 + Penalty 2616.789356 = -303598.258237
  nChanged 6
		SP:Iteration 20F (6274.530000 sec): 3 clusters
  Score: Raw -306217.206267 + Penalty 2616.789356 = -303600.416911
  nChanged 5
		SP:Iteration 21Q (6274.730000 sec): 3 clusters
  Score: Raw -306218.617551 + Penalty 2616.789356 = -303601.828195
  nChanged 2
		SP:Iteration 22Q (6274.910000 sec): 3 clusters
  Score: Raw -306218.933214 + Penalty 2616.789356 = -303602.143858
  nChanged 1
		SP:Iteration 23Q (6275.110000 sec): 3 clusters
  Score: Raw -306219.309805 + Penalty 2616.789356 = -303602.520449
  nChanged 1
		SP:Iteration 24Q (6275.270000 sec): 3 clusters
  Score: Raw -306219.821774 + Penalty 2616.789356 = -303603.032418
  nChanged 3
		SP:Iteration 25Q (6275.420000 sec): 3 clusters
  Score: Raw -306220.804367 + Penalty 2616.789356 = -303604.015011
  nChanged 3
		SP:Iteration 26Q (6275.590000 sec): 3 clusters
  Score: Raw -306221.841274 + Penalty 2616.789356 = -303605.051918
  nChanged 3
		SP:Iteration 27Q (6275.770000 sec): 3 clusters
  Score: Raw -306223.225783 + Penalty 2616.789356 = -303606.436427
  nChanged 3
		SP:Iteration 28Q (6275.910000 sec): 3 clusters
  Score: Raw -306224.783358 + Penalty 2616.789356 = -303607.994002
  nChanged 5
		SP:Iteration 29Q (6276.090000 sec): 3 clusters
  Score: Raw -306227.375488 + Penalty 2616.789356 = -303610.586132
  nChanged 5
		SP:Iteration 30Q (6276.300000 sec): 3 clusters
  Score: Raw -306229.184773 + Penalty 2616.789356 = -303612.395417
  nChanged 5
		SP:Iteration 31Q (6276.480000 sec): 3 clusters
  Score: Raw -306231.061136 + Penalty 2616.789356 = -303614.271780
  nChanged 5
		SP:Iteration 32Q (6276.660000 sec): 3 clusters
  Score: Raw -306232.382910 + Penalty 2616.789356 = -303615.593555
  nChanged 3
		SP:Iteration 33Q (6276.870000 sec): 3 clusters
  Score: Raw -306233.359771 + Penalty 2616.789356 = -303616.570415
  nChanged 1
		SP:Iteration 34Q (6277.010000 sec): 3 clusters
  Score: Raw -306233.642450 + Penalty 2616.789356 = -303616.853094
  nChanged 1
		SP:Iteration 35Q (6277.200000 sec): 3 clusters
  Score: Raw -306233.913654 + Penalty 2616.789356 = -303617.124298
  nChanged 0
		SP:Iteration 36F (6277.410000 sec): 3 clusters
  Score: Raw -306233.913654 + Penalty 2616.789356 = -303617.124298
  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 8.59 GB.

 Trying to split cluster 21 (3097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6277.490000 sec): 2 clusters
  Score: Raw -335173.900435 + Penalty 1306.205742 = -333867.694693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6277.690000 sec): 3 clusters
  Score: Raw -333743.145733 + Penalty 2612.411483 = -331130.734250
  nChanged 1184
		SP:Iteration 1F (6277.870000 sec): 3 clusters
  Score: Raw -334488.692420 + Penalty 2612.411483 = -331876.280937
  nChanged 244
		SP:Iteration 2F (6278.050000 sec): 3 clusters
  Score: Raw -334683.654240 + Penalty 2612.411483 = -332071.242757
  nChanged 191
		SP:Iteration 3F (6278.240000 sec): 3 clusters
  Score: Raw -334826.003998 + Penalty 2612.411483 = -332213.592514
  nChanged 158
		SP:Iteration 4F (6278.440000 sec): 3 clusters
  Score: Raw -334938.388749 + Penalty 2612.411483 = -332325.977265
  nChanged 143
		SP:Iteration 5Q (6278.660000 sec): 3 clusters
  Score: Raw -335039.959796 + Penalty 2612.411483 = -332427.548313
  nChanged 116
		SP:Iteration 6Q (6278.810000 sec): 3 clusters
  Score: Raw -335105.134014 + Penalty 2612.411483 = -332492.722531
  nChanged 85
		SP:Iteration 7Q (6278.970000 sec): 3 clusters
  Score: Raw -335153.618285 + Penalty 2612.411483 = -332541.206801
  nChanged 73
		SP:Iteration 8Q (6279.190000 sec): 3 clusters
  Score: Raw -335198.300463 + Penalty 2612.411483 = -332585.888980
  nChanged 59
		SP:Iteration 9Q (6279.350000 sec): 3 clusters
  Score: Raw -335225.569072 + Penalty 2612.411483 = -332613.157588
  nChanged 39
		SP:Iteration 10Q (6279.520000 sec): 3 clusters
  Score: Raw -335243.942662 + Penalty 2612.411483 = -332631.531178
  nChanged 34
		SP:Iteration 11Q (6279.720000 sec): 3 clusters
  Score: Raw -335260.619766 + Penalty 2612.411483 = -332648.208282
  nChanged 31
		SP:Iteration 12Q (6279.940000 sec): 3 clusters
  Score: Raw -335276.929230 + Penalty 2612.411483 = -332664.517746
  nChanged 27
		SP:Iteration 13Q (6280.150000 sec): 3 clusters
  Score: Raw -335290.527664 + Penalty 2612.411483 = -332678.116180
  nChanged 16
		SP:Iteration 14Q (6280.330000 sec): 3 clusters
  Score: Raw -335298.184055 + Penalty 2612.411483 = -332685.772571
  nChanged 12
		SP:Iteration 15Q (6280.500000 sec): 3 clusters
  Score: Raw -335303.849171 + Penalty 2612.411483 = -332691.437688
  nChanged 15
		SP:Iteration 16Q (6280.690000 sec): 3 clusters
  Score: Raw -335312.464551 + Penalty 2612.411483 = -332700.053068
  nChanged 11
		SP:Iteration 17Q (6280.880000 sec): 3 clusters
  Score: Raw -335317.914035 + Penalty 2612.411483 = -332705.502551
  nChanged 8
		SP:Iteration 18Q (6281.020000 sec): 3 clusters
  Score: Raw -335320.874549 + Penalty 2612.411483 = -332708.463065
  nChanged 9
		SP:Iteration 19Q (6281.240000 sec): 3 clusters
  Score: Raw -335324.583989 + Penalty 2612.411483 = -332712.172506
  nChanged 6
		SP:Iteration 20F (6281.400000 sec): 3 clusters
  Score: Raw -335327.080421 + Penalty 2612.411483 = -332714.668937
  nChanged 7
		SP:Iteration 21Q (6281.560000 sec): 3 clusters
  Score: Raw -335330.417185 + Penalty 2612.411483 = -332718.005701
  nChanged 11
		SP:Iteration 22Q (6281.760000 sec): 3 clusters
  Score: Raw -335334.957004 + Penalty 2612.411483 = -332722.545520
  nChanged 10
		SP:Iteration 23Q (6281.920000 sec): 3 clusters
  Score: Raw -335339.646031 + Penalty 2612.411483 = -332727.234547
  nChanged 13
		SP:Iteration 24Q (6282.110000 sec): 3 clusters
  Score: Raw -335346.171601 + Penalty 2612.411483 = -332733.760118
  nChanged 11
		SP:Iteration 25Q (6282.300000 sec): 3 clusters
  Score: Raw -335350.409601 + Penalty 2612.411483 = -332737.998118
  nChanged 11
		SP:Iteration 26Q (6282.460000 sec): 3 clusters
  Score: Raw -335355.182099 + Penalty 2612.411483 = -332742.770615
  nChanged 9
		SP:Iteration 27Q (6282.640000 sec): 3 clusters
  Score: Raw -335359.208266 + Penalty 2612.411483 = -332746.796782
  nChanged 10
		SP:Iteration 28Q (6282.800000 sec): 3 clusters
  Score: Raw -335364.375193 + Penalty 2612.411483 = -332751.963710
  nChanged 11
		SP:Iteration 29Q (6283.010000 sec): 3 clusters
  Score: Raw -335370.690484 + Penalty 2612.411483 = -332758.279000
  nChanged 15
		SP:Iteration 30Q (6283.180000 sec): 3 clusters
  Score: Raw -335378.845343 + Penalty 2612.411483 = -332766.433860
  nChanged 11
		SP:Iteration 31Q (6283.390000 sec): 3 clusters
  Score: Raw -335385.554607 + Penalty 2612.411483 = -332773.143123
  nChanged 13
		SP:Iteration 32Q (6283.540000 sec): 3 clusters
  Score: Raw -335392.448093 + Penalty 2612.411483 = -332780.036609
  nChanged 8
		SP:Iteration 33Q (6283.740000 sec): 3 clusters
  Score: Raw -335396.218846 + Penalty 2612.411483 = -332783.807362
  nChanged 7
		SP:Iteration 34Q (6283.940000 sec): 3 clusters
  Score: Raw -335400.108772 + Penalty 2612.411483 = -332787.697289
  nChanged 9
		SP:Iteration 35Q (6284.120000 sec): 3 clusters
  Score: Raw -335405.416051 + Penalty 2612.411483 = -332793.004567
  nChanged 8
		SP:Iteration 36Q (6284.300000 sec): 3 clusters
  Score: Raw -335410.987275 + Penalty 2612.411483 = -332798.575792
  nChanged 13
		SP:Iteration 37Q (6284.510000 sec): 3 clusters
  Score: Raw -335417.943312 + Penalty 2612.411483 = -332805.531828
  nChanged 10
		SP:Iteration 38Q (6284.720000 sec): 3 clusters
  Score: Raw -335422.778520 + Penalty 2612.411483 = -332810.367036
  nChanged 6
		SP:Iteration 39Q (6284.870000 sec): 3 clusters
  Score: Raw -335426.413228 + Penalty 2612.411483 = -332814.001744
  nChanged 10
		SP:Iteration 40F (6285.040000 sec): 3 clusters
  Score: Raw -335431.434227 + Penalty 2612.411483 = -332819.022743
  nChanged 7
		SP:Iteration 41Q (6285.220000 sec): 3 clusters
  Score: Raw -335434.852563 + Penalty 2612.411483 = -332822.441080
  nChanged 5
		SP:Iteration 42Q (6285.430000 sec): 3 clusters
  Score: Raw -335437.332142 + Penalty 2612.411483 = -332824.920659
  nChanged 1
		SP:Iteration 43Q (6285.610000 sec): 3 clusters
  Score: Raw -335437.927780 + Penalty 2612.411483 = -332825.516296
  nChanged 2
		SP:Iteration 44Q (6285.790000 sec): 3 clusters
  Score: Raw -335438.751702 + Penalty 2612.411483 = -332826.340219
  nChanged 1
		SP:Iteration 45Q (6285.960000 sec): 3 clusters
  Score: Raw -335439.661564 + Penalty 2612.411483 = -332827.250081
  nChanged 1
		SP:Iteration 46Q (6286.130000 sec): 3 clusters
  Score: Raw -335440.270592 + Penalty 2612.411483 = -332827.859109
  nChanged 2
		SP:Iteration 47Q (6286.390000 sec): 3 clusters
  Score: Raw -335441.166722 + Penalty 2612.411483 = -332828.755239
  nChanged 0
		SP:Iteration 48F (6286.540000 sec): 3 clusters
  Score: Raw -335441.166722 + Penalty 2612.411483 = -332828.755239
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 22 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6286.680000 sec): 2 clusters
  Score: Raw -32501.940524 + Penalty 949.104269 = -31552.836255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6286.850000 sec): 3 clusters
  Score: Raw -32573.577854 + Penalty 1898.208539 = -30675.369316
  nChanged 65
		SP:Iteration 1F (6287.010000 sec): 3 clusters
  Score: Raw -32671.260321 + Penalty 1898.208539 = -30773.051783
  nChanged 15
		SP:Iteration 2Q (6287.190000 sec): 3 clusters
  Score: Raw -32708.292918 + Penalty 1898.208539 = -30810.084380
  nChanged 10
		SP:Iteration 3Q (6287.420000 sec): 3 clusters
  Score: Raw -32723.270177 + Penalty 1898.208539 = -30825.061638
  nChanged 3
		SP:Iteration 4Q (6287.600000 sec): 3 clusters
  Score: Raw -32726.256686 + Penalty 1898.208539 = -30828.048147
  nChanged 1
		SP:Iteration 5Q (6287.760000 sec): 3 clusters
  Score: Raw -32728.696310 + Penalty 1898.208539 = -30830.487771
  nChanged 1
		SP:Iteration 6Q (6287.890000 sec): 3 clusters
  Score: Raw -32729.156711 + Penalty 1898.208539 = -30830.948172
  nChanged 1
		SP:Iteration 7Q (6288.060000 sec): 3 clusters
  Score: Raw -32730.007553 + Penalty 1898.208539 = -30831.799014
  nChanged 1
		SP:Iteration 8Q (6288.210000 sec): 3 clusters
  Score: Raw -32730.739663 + Penalty 1898.208539 = -30832.531124
  nChanged 3
		SP:Iteration 9Q (6288.350000 sec): 3 clusters
  Score: Raw -32733.744130 + Penalty 1898.208539 = -30835.535592
  nChanged 1
		SP:Iteration 10Q (6288.510000 sec): 3 clusters
  Score: Raw -32735.113044 + Penalty 1898.208539 = -30836.904505
  nChanged 1
		SP:Iteration 11Q (6288.670000 sec): 3 clusters
  Score: Raw -32735.757321 + Penalty 1898.208539 = -30837.548782
  nChanged 0
		SP:Iteration 12F (6288.870000 sec): 3 clusters
  Score: Raw -32735.757321 + Penalty 1898.208539 = -30837.548782
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 23 (5125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6288.960000 sec): 2 clusters
  Score: Raw -482963.578430 + Penalty 1388.056443 = -481575.521986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6289.180000 sec): 3 clusters
  Score: Raw -480301.544593 + Penalty 2776.112886 = -477525.431707
  nChanged 2165
		SP:Iteration 1F (6289.400000 sec): 3 clusters
  Score: Raw -481759.321067 + Penalty 2776.112886 = -478983.208181
  nChanged 491
		SP:Iteration 2F (6289.600000 sec): 3 clusters
  Score: Raw -482127.354782 + Penalty 2776.112886 = -479351.241895
  nChanged 380
		SP:Iteration 3F (6289.800000 sec): 3 clusters
  Score: Raw -482419.796324 + Penalty 2776.112886 = -479643.683437
  nChanged 324
		SP:Iteration 4F (6289.980000 sec): 3 clusters
  Score: Raw -482638.450890 + Penalty 2776.112886 = -479862.338004
  nChanged 238
		SP:Iteration 5Q (6290.200000 sec): 3 clusters
  Score: Raw -482805.384804 + Penalty 2776.112886 = -480029.271918
  nChanged 222
		SP:Iteration 6Q (6290.450000 sec): 3 clusters
  Score: Raw -482964.431793 + Penalty 2776.112886 = -480188.318906
  nChanged 211
		SP:Iteration 7Q (6290.650000 sec): 3 clusters
  Score: Raw -483144.840364 + Penalty 2776.112886 = -480368.727477
  nChanged 228
		SP:Iteration 8Q (6290.820000 sec): 3 clusters
  Score: Raw -483340.427871 + Penalty 2776.112886 = -480564.314985
  nChanged 221
		SP:Iteration 9Q (6290.990000 sec): 3 clusters
  Score: Raw -483521.149601 + Penalty 2776.112886 = -480745.036714
  nChanged 189
		SP:Iteration 10Q (6291.160000 sec): 3 clusters
  Score: Raw -483693.770362 + Penalty 2776.112886 = -480917.657476
  nChanged 179
		SP:Iteration 11Q (6291.380000 sec): 3 clusters
  Score: Raw -483863.878172 + Penalty 2776.112886 = -481087.765286
  nChanged 150
		SP:Iteration 12Q (6291.560000 sec): 3 clusters
  Score: Raw -483987.229588 + Penalty 2776.112886 = -481211.116702
  nChanged 120
		SP:Iteration 13Q (6291.730000 sec): 3 clusters
  Score: Raw -484062.854256 + Penalty 2776.112886 = -481286.741370
  nChanged 84
		SP:Iteration 14Q (6291.910000 sec): 3 clusters
  Score: Raw -484117.814526 + Penalty 2776.112886 = -481341.701640
  nChanged 67
		SP:Iteration 15Q (6292.090000 sec): 3 clusters
  Score: Raw -484162.959774 + Penalty 2776.112886 = -481386.846887
  nChanged 56
		SP:Iteration 16Q (6292.290000 sec): 3 clusters
  Score: Raw -484183.274358 + Penalty 2776.112886 = -481407.161472
  nChanged 32
		SP:Iteration 17Q (6292.480000 sec): 3 clusters
  Score: Raw -484194.778715 + Penalty 2776.112886 = -481418.665828
  nChanged 23
		SP:Iteration 18Q (6292.680000 sec): 3 clusters
  Score: Raw -484202.127104 + Penalty 2776.112886 = -481426.014217
  nChanged 20
		SP:Iteration 19Q (6292.880000 sec): 3 clusters
  Score: Raw -484208.625406 + Penalty 2776.112886 = -481432.512520
  nChanged 17
		SP:Iteration 20F (6293.080000 sec): 3 clusters
  Score: Raw -484216.828882 + Penalty 2776.112886 = -481440.715995
  nChanged 13
		SP:Iteration 21Q (6293.270000 sec): 3 clusters
  Score: Raw -484228.357290 + Penalty 2776.112886 = -481452.244404
  nChanged 17
		SP:Iteration 22Q (6293.460000 sec): 3 clusters
  Score: Raw -484241.577031 + Penalty 2776.112886 = -481465.464145
  nChanged 17
		SP:Iteration 23Q (6293.640000 sec): 3 clusters
  Score: Raw -484256.209897 + Penalty 2776.112886 = -481480.097010
  nChanged 15
		SP:Iteration 24Q (6293.830000 sec): 3 clusters
  Score: Raw -484268.985378 + Penalty 2776.112886 = -481492.872492
  nChanged 14
		SP:Iteration 25Q (6294.030000 sec): 3 clusters
  Score: Raw -484275.300016 + Penalty 2776.112886 = -481499.187130
  nChanged 9
		SP:Iteration 26Q (6294.220000 sec): 3 clusters
  Score: Raw -484276.767786 + Penalty 2776.112886 = -481500.654899
  nChanged 2
		SP:Iteration 27Q (6294.420000 sec): 3 clusters
  Score: Raw -484276.971769 + Penalty 2776.112886 = -481500.858883
  nChanged 1
		SP:Iteration 28Q (6294.600000 sec): 3 clusters
  Score: Raw -484277.069705 + Penalty 2776.112886 = -481500.956819
  nChanged 1
		SP:Iteration 29Q (6294.810000 sec): 3 clusters
  Score: Raw -484277.155847 + Penalty 2776.112886 = -481501.042961
  nChanged 1
		SP:Iteration 30Q (6295.010000 sec): 3 clusters
  Score: Raw -484277.442985 + Penalty 2776.112886 = -481501.330098
  nChanged 1
		SP:Iteration 31Q (6295.210000 sec): 3 clusters
  Score: Raw -484277.996309 + Penalty 2776.112886 = -481501.883422
  nChanged 1
		SP:Iteration 32Q (6295.410000 sec): 3 clusters
  Score: Raw -484278.087799 + Penalty 2776.112886 = -481501.974913
  nChanged 0
		SP:Iteration 33F (6295.650000 sec): 3 clusters
  Score: Raw -484278.087799 + Penalty 2776.112886 = -481501.974913
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 24 (5461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6295.740000 sec): 2 clusters
  Score: Raw -577633.450421 + Penalty 1398.375420 = -576235.075001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6295.970000 sec): 3 clusters
  Score: Raw -574710.152935 + Penalty 2796.750841 = -571913.402094
  nChanged 2298
		SP:Iteration 1F (6296.160000 sec): 3 clusters
  Score: Raw -575905.124782 + Penalty 2796.750841 = -573108.373941
  nChanged 385
		SP:Iteration 2F (6296.340000 sec): 3 clusters
  Score: Raw -576093.535035 + Penalty 2796.750841 = -573296.784195
  nChanged 293
		SP:Iteration 3F (6296.540000 sec): 3 clusters
  Score: Raw -576226.746582 + Penalty 2796.750841 = -573429.995742
  nChanged 205
		SP:Iteration 4Q (6296.730000 sec): 3 clusters
  Score: Raw -576317.616266 + Penalty 2796.750841 = -573520.865425
  nChanged 168
		SP:Iteration 5Q (6296.920000 sec): 3 clusters
  Score: Raw -576380.726768 + Penalty 2796.750841 = -573583.975928
  nChanged 143
		SP:Iteration 6Q (6297.100000 sec): 3 clusters
  Score: Raw -576441.072784 + Penalty 2796.750841 = -573644.321944
  nChanged 146
		SP:Iteration 7Q (6297.310000 sec): 3 clusters
  Score: Raw -576501.449667 + Penalty 2796.750841 = -573704.698826
  nChanged 147
		SP:Iteration 8Q (6297.470000 sec): 3 clusters
  Score: Raw -576567.250849 + Penalty 2796.750841 = -573770.500008
  nChanged 153
		SP:Iteration 9Q (6297.630000 sec): 3 clusters
  Score: Raw -576641.649245 + Penalty 2796.750841 = -573844.898405
  nChanged 174
		SP:Iteration 10Q (6297.820000 sec): 3 clusters
  Score: Raw -576730.013534 + Penalty 2796.750841 = -573933.262693
  nChanged 174
		SP:Iteration 11Q (6297.960000 sec): 3 clusters
  Score: Raw -576828.138547 + Penalty 2796.750841 = -574031.387707
  nChanged 178
		SP:Iteration 12Q (6298.160000 sec): 3 clusters
  Score: Raw -576944.732120 + Penalty 2796.750841 = -574147.981279
  nChanged 183
		SP:Iteration 13Q (6298.360000 sec): 3 clusters
  Score: Raw -577062.620661 + Penalty 2796.750841 = -574265.869820
  nChanged 151
		SP:Iteration 14Q (6298.550000 sec): 3 clusters
  Score: Raw -577169.316486 + Penalty 2796.750841 = -574372.565646
  nChanged 136
		SP:Iteration 15Q (6298.740000 sec): 3 clusters
  Score: Raw -577266.804546 + Penalty 2796.750841 = -574470.053705
  nChanged 113
		SP:Iteration 16Q (6298.890000 sec): 3 clusters
  Score: Raw -577355.080451 + Penalty 2796.750841 = -574558.329610
  nChanged 103
		SP:Iteration 17Q (6299.060000 sec): 3 clusters
  Score: Raw -577436.587529 + Penalty 2796.750841 = -574639.836689
  nChanged 89
		SP:Iteration 18Q (6299.270000 sec): 3 clusters
  Score: Raw -577511.775405 + Penalty 2796.750841 = -574715.024564
  nChanged 59
		SP:Iteration 19Q (6299.430000 sec): 3 clusters
  Score: Raw -577559.518590 + Penalty 2796.750841 = -574762.767750
  nChanged 50
		SP:Iteration 20F (6299.630000 sec): 3 clusters
  Score: Raw -577601.325112 + Penalty 2796.750841 = -574804.574272
  nChanged 40
		SP:Iteration 21Q (6299.810000 sec): 3 clusters
  Score: Raw -577641.708782 + Penalty 2796.750841 = -574844.957941
  nChanged 32
		SP:Iteration 22Q (6300.030000 sec): 3 clusters
  Score: Raw -577676.940609 + Penalty 2796.750841 = -574880.189768
  nChanged 26
		SP:Iteration 23Q (6300.180000 sec): 3 clusters
  Score: Raw -577701.005486 + Penalty 2796.750841 = -574904.254645
  nChanged 24
		SP:Iteration 24Q (6300.390000 sec): 3 clusters
  Score: Raw -577724.843808 + Penalty 2796.750841 = -574928.092967
  nChanged 18
		SP:Iteration 25Q (6300.580000 sec): 3 clusters
  Score: Raw -577745.216671 + Penalty 2796.750841 = -574948.465831
  nChanged 14
		SP:Iteration 26Q (6300.790000 sec): 3 clusters
  Score: Raw -577758.340670 + Penalty 2796.750841 = -574961.589829
  nChanged 13
		SP:Iteration 27Q (6301.000000 sec): 3 clusters
  Score: Raw -577771.841479 + Penalty 2796.750841 = -574975.090638
  nChanged 13
		SP:Iteration 28Q (6301.180000 sec): 3 clusters
  Score: Raw -577786.054506 + Penalty 2796.750841 = -574989.303666
  nChanged 7
		SP:Iteration 29Q (6301.360000 sec): 3 clusters
  Score: Raw -577792.395759 + Penalty 2796.750841 = -574995.644918
  nChanged 11
		SP:Iteration 30Q (6301.540000 sec): 3 clusters
  Score: Raw -577804.131742 + Penalty 2796.750841 = -575007.380901
  nChanged 9
		SP:Iteration 31Q (6301.680000 sec): 3 clusters
  Score: Raw -577813.705467 + Penalty 2796.750841 = -575016.954627
  nChanged 2
		SP:Iteration 32Q (6301.880000 sec): 3 clusters
  Score: Raw -577818.743525 + Penalty 2796.750841 = -575021.992685
  nChanged 4
		SP:Iteration 33Q (6302.060000 sec): 3 clusters
  Score: Raw -577826.808822 + Penalty 2796.750841 = -575030.057981
  nChanged 7
		SP:Iteration 34Q (6302.240000 sec): 3 clusters
  Score: Raw -577831.046447 + Penalty 2796.750841 = -575034.295606
  nChanged 3
		SP:Iteration 35Q (6302.420000 sec): 3 clusters
  Score: Raw -577832.915731 + Penalty 2796.750841 = -575036.164890
  nChanged 2
		SP:Iteration 36Q (6302.580000 sec): 3 clusters
  Score: Raw -577834.441500 + Penalty 2796.750841 = -575037.690660
  nChanged 1
		SP:Iteration 37Q (6302.750000 sec): 3 clusters
  Score: Raw -577835.749296 + Penalty 2796.750841 = -575038.998455
  nChanged 1
		SP:Iteration 38Q (6302.930000 sec): 3 clusters
  Score: Raw -577836.008719 + Penalty 2796.750841 = -575039.257878
  nChanged 0
		SP:Iteration 39F (6303.140000 sec): 3 clusters
  Score: Raw -577836.008719 + Penalty 2796.750841 = -575039.257878
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 25 (5669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6303.220000 sec): 2 clusters
  Score: Raw -594385.712039 + Penalty 1404.449802 = -592981.262236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6303.450000 sec): 3 clusters
  Score: Raw -591362.525901 + Penalty 2808.899605 = -588553.626296
  nChanged 2373
		SP:Iteration 1F (6303.620000 sec): 3 clusters
  Score: Raw -592635.103627 + Penalty 2808.899605 = -589826.204023
  nChanged 428
		SP:Iteration 2F (6303.840000 sec): 3 clusters
  Score: Raw -592910.445404 + Penalty 2808.899605 = -590101.545800
  nChanged 346
		SP:Iteration 3F (6304.030000 sec): 3 clusters
  Score: Raw -593105.409965 + Penalty 2808.899605 = -590296.510361
  nChanged 283
		SP:Iteration 4Q (6304.220000 sec): 3 clusters
  Score: Raw -593264.553254 + Penalty 2808.899605 = -590455.653649
  nChanged 246
		SP:Iteration 5Q (6304.410000 sec): 3 clusters
  Score: Raw -593392.294145 + Penalty 2808.899605 = -590583.394541
  nChanged 202
		SP:Iteration 6Q (6304.620000 sec): 3 clusters
  Score: Raw -593495.179463 + Penalty 2808.899605 = -590686.279858
  nChanged 188
		SP:Iteration 7Q (6304.800000 sec): 3 clusters
  Score: Raw -593607.253954 + Penalty 2808.899605 = -590798.354349
  nChanged 188
		SP:Iteration 8Q (6305.020000 sec): 3 clusters
  Score: Raw -593704.073825 + Penalty 2808.899605 = -590895.174221
  nChanged 165
		SP:Iteration 9Q (6305.250000 sec): 3 clusters
  Score: Raw -593792.323994 + Penalty 2808.899605 = -590983.424389
  nChanged 153
		SP:Iteration 10Q (6305.460000 sec): 3 clusters
  Score: Raw -593880.179988 + Penalty 2808.899605 = -591071.280383
  nChanged 163
		SP:Iteration 11Q (6305.690000 sec): 3 clusters
  Score: Raw -593976.564770 + Penalty 2808.899605 = -591167.665165
  nChanged 142
		SP:Iteration 12Q (6305.860000 sec): 3 clusters
  Score: Raw -594043.624629 + Penalty 2808.899605 = -591234.725025
  nChanged 108
		SP:Iteration 13Q (6306.040000 sec): 3 clusters
  Score: Raw -594094.916385 + Penalty 2808.899605 = -591286.016780
  nChanged 100
		SP:Iteration 14Q (6306.280000 sec): 3 clusters
  Score: Raw -594147.865607 + Penalty 2808.899605 = -591338.966002
  nChanged 90
		SP:Iteration 15Q (6306.480000 sec): 3 clusters
  Score: Raw -594186.239022 + Penalty 2808.899605 = -591377.339417
  nChanged 66
		SP:Iteration 16Q (6306.670000 sec): 3 clusters
  Score: Raw -594216.147177 + Penalty 2808.899605 = -591407.247572
  nChanged 62
		SP:Iteration 17Q (6306.860000 sec): 3 clusters
  Score: Raw -594238.357034 + Penalty 2808.899605 = -591429.457429
  nChanged 53
		SP:Iteration 18Q (6307.060000 sec): 3 clusters
  Score: Raw -594254.825200 + Penalty 2808.899605 = -591445.925595
  nChanged 35
		SP:Iteration 19Q (6307.260000 sec): 3 clusters
  Score: Raw -594264.650835 + Penalty 2808.899605 = -591455.751230
  nChanged 34
		SP:Iteration 20F (6307.480000 sec): 3 clusters
  Score: Raw -594274.130411 + Penalty 2808.899605 = -591465.230806
  nChanged 34
		SP:Iteration 21Q (6307.660000 sec): 3 clusters
  Score: Raw -594283.526900 + Penalty 2808.899605 = -591474.627296
  nChanged 17
		SP:Iteration 22Q (6307.850000 sec): 3 clusters
  Score: Raw -594287.568550 + Penalty 2808.899605 = -591478.668946
  nChanged 13
		SP:Iteration 23Q (6308.040000 sec): 3 clusters
  Score: Raw -594290.060930 + Penalty 2808.899605 = -591481.161325
  nChanged 8
		SP:Iteration 24Q (6308.290000 sec): 3 clusters
  Score: Raw -594291.837174 + Penalty 2808.899605 = -591482.937570
  nChanged 13
		SP:Iteration 25Q (6308.470000 sec): 3 clusters
  Score: Raw -594294.733104 + Penalty 2808.899605 = -591485.833499
  nChanged 18
		SP:Iteration 26Q (6308.710000 sec): 3 clusters
  Score: Raw -594299.226849 + Penalty 2808.899605 = -591490.327245
  nChanged 15
		SP:Iteration 27Q (6308.910000 sec): 3 clusters
  Score: Raw -594302.411016 + Penalty 2808.899605 = -591493.511411
  nChanged 12
		SP:Iteration 28Q (6309.110000 sec): 3 clusters
  Score: Raw -594304.608096 + Penalty 2808.899605 = -591495.708491
  nChanged 8
		SP:Iteration 29Q (6309.310000 sec): 3 clusters
  Score: Raw -594307.028239 + Penalty 2808.899605 = -591498.128634
  nChanged 8
		SP:Iteration 30Q (6309.560000 sec): 3 clusters
  Score: Raw -594309.707085 + Penalty 2808.899605 = -591500.807481
  nChanged 11
		SP:Iteration 31Q (6309.760000 sec): 3 clusters
  Score: Raw -594312.548031 + Penalty 2808.899605 = -591503.648426
  nChanged 15
		SP:Iteration 32Q (6309.930000 sec): 3 clusters
  Score: Raw -594315.211544 + Penalty 2808.899605 = -591506.311939
  nChanged 8
		SP:Iteration 33Q (6310.140000 sec): 3 clusters
  Score: Raw -594316.519715 + Penalty 2808.899605 = -591507.620110
  nChanged 7
		SP:Iteration 34Q (6310.400000 sec): 3 clusters
  Score: Raw -594318.522511 + Penalty 2808.899605 = -591509.622907
  nChanged 10
		SP:Iteration 35Q (6310.590000 sec): 3 clusters
  Score: Raw -594321.084628 + Penalty 2808.899605 = -591512.185023
  nChanged 10
		SP:Iteration 36Q (6310.780000 sec): 3 clusters
  Score: Raw -594322.562450 + Penalty 2808.899605 = -591513.662846
  nChanged 8
		SP:Iteration 37Q (6310.980000 sec): 3 clusters
  Score: Raw -594324.313440 + Penalty 2808.899605 = -591515.413835
  nChanged 10
		SP:Iteration 38Q (6311.180000 sec): 3 clusters
  Score: Raw -594326.905624 + Penalty 2808.899605 = -591518.006019
  nChanged 14
		SP:Iteration 39Q (6311.350000 sec): 3 clusters
  Score: Raw -594331.697007 + Penalty 2808.899605 = -591522.797402
  nChanged 14
		SP:Iteration 40F (6311.500000 sec): 3 clusters
  Score: Raw -594334.223727 + Penalty 2808.899605 = -591525.324122
  nChanged 11
		SP:Iteration 41Q (6311.690000 sec): 3 clusters
  Score: Raw -594337.885300 + Penalty 2808.899605 = -591528.985695
  nChanged 15
		SP:Iteration 42Q (6311.880000 sec): 3 clusters
  Score: Raw -594342.953014 + Penalty 2808.899605 = -591534.053409
  nChanged 15
		SP:Iteration 43Q (6312.090000 sec): 3 clusters
  Score: Raw -594346.815279 + Penalty 2808.899605 = -591537.915674
  nChanged 14
		SP:Iteration 44Q (6312.280000 sec): 3 clusters
  Score: Raw -594351.044393 + Penalty 2808.899605 = -591542.144788
  nChanged 12
		SP:Iteration 45Q (6312.490000 sec): 3 clusters
  Score: Raw -594354.434614 + Penalty 2808.899605 = -591545.535009
  nChanged 9
		SP:Iteration 46Q (6312.790000 sec): 3 clusters
  Score: Raw -594357.661386 + Penalty 2808.899605 = -591548.761782
  nChanged 17
		SP:Iteration 47Q (6313.000000 sec): 3 clusters
  Score: Raw -594361.921208 + Penalty 2808.899605 = -591553.021603
  nChanged 16
		SP:Iteration 48Q (6313.220000 sec): 3 clusters
  Score: Raw -594366.413070 + Penalty 2808.899605 = -591557.513465
  nChanged 24
		SP:Iteration 49Q (6313.390000 sec): 3 clusters
  Score: Raw -594373.248002 + Penalty 2808.899605 = -591564.348398
  nChanged 17
		SP:Iteration 50Q (6313.570000 sec): 3 clusters
  Score: Raw -594380.208898 + Penalty 2808.899605 = -591571.309294
  nChanged 21
		SP:Iteration 51Q (6313.750000 sec): 3 clusters
  Score: Raw -594387.107620 + Penalty 2808.899605 = -591578.208016
  nChanged 23
		SP:Iteration 52Q (6313.970000 sec): 3 clusters
  Score: Raw -594394.907723 + Penalty 2808.899605 = -591586.008118
  nChanged 24
		SP:Iteration 53Q (6314.170000 sec): 3 clusters
  Score: Raw -594402.331545 + Penalty 2808.899605 = -591593.431941
  nChanged 18
		SP:Iteration 54Q (6314.370000 sec): 3 clusters
  Score: Raw -594407.999350 + Penalty 2808.899605 = -591599.099746
  nChanged 21
		SP:Iteration 55Q (6314.530000 sec): 3 clusters
  Score: Raw -594414.556117 + Penalty 2808.899605 = -591605.656513
  nChanged 19
		SP:Iteration 56Q (6314.740000 sec): 3 clusters
  Score: Raw -594420.264188 + Penalty 2808.899605 = -591611.364583
  nChanged 16
		SP:Iteration 57Q (6314.980000 sec): 3 clusters
  Score: Raw -594424.777138 + Penalty 2808.899605 = -591615.877534
  nChanged 19
		SP:Iteration 58Q (6315.210000 sec): 3 clusters
  Score: Raw -594430.659059 + Penalty 2808.899605 = -591621.759454
  nChanged 15
		SP:Iteration 59Q (6315.390000 sec): 3 clusters
  Score: Raw -594436.043196 + Penalty 2808.899605 = -591627.143591
  nChanged 20
		SP:Iteration 60F (6315.600000 sec): 3 clusters
  Score: Raw -594444.434684 + Penalty 2808.899605 = -591635.535079
  nChanged 26
		SP:Iteration 61Q (6315.770000 sec): 3 clusters
  Score: Raw -594458.401267 + Penalty 2808.899605 = -591649.501662
  nChanged 29
		SP:Iteration 62Q (6315.990000 sec): 3 clusters
  Score: Raw -594472.079179 + Penalty 2808.899605 = -591663.179575
  nChanged 41
		SP:Iteration 63Q (6316.210000 sec): 3 clusters
  Score: Raw -594493.726636 + Penalty 2808.899605 = -591684.827031
  nChanged 40
		SP:Iteration 64Q (6316.430000 sec): 3 clusters
  Score: Raw -594514.512878 + Penalty 2808.899605 = -591705.613274
  nChanged 43
		SP:Iteration 65Q (6316.630000 sec): 3 clusters
  Score: Raw -594543.933083 + Penalty 2808.899605 = -591735.033478
  nChanged 41
		SP:Iteration 66Q (6316.810000 sec): 3 clusters
  Score: Raw -594577.501577 + Penalty 2808.899605 = -591768.601972
  nChanged 32
		SP:Iteration 67Q (6317.030000 sec): 3 clusters
  Score: Raw -594600.707243 + Penalty 2808.899605 = -591791.807639
  nChanged 35
		SP:Iteration 68Q (6317.290000 sec): 3 clusters
  Score: Raw -594635.165157 + Penalty 2808.899605 = -591826.265553
  nChanged 40
		SP:Iteration 69Q (6317.480000 sec): 3 clusters
  Score: Raw -594680.756191 + Penalty 2808.899605 = -591871.856586
  nChanged 43
		SP:Iteration 70Q (6317.720000 sec): 3 clusters
  Score: Raw -594728.174012 + Penalty 2808.899605 = -591919.274407
  nChanged 39
		SP:Iteration 71Q (6317.920000 sec): 3 clusters
  Score: Raw -594766.578947 + Penalty 2808.899605 = -591957.679342
  nChanged 28
		SP:Iteration 72Q (6318.150000 sec): 3 clusters
  Score: Raw -594784.829974 + Penalty 2808.899605 = -591975.930369
  nChanged 18
		SP:Iteration 73Q (6318.390000 sec): 3 clusters
  Score: Raw -594791.942473 + Penalty 2808.899605 = -591983.042868
  nChanged 7
		SP:Iteration 74Q (6318.610000 sec): 3 clusters
  Score: Raw -594795.410331 + Penalty 2808.899605 = -591986.510726
  nChanged 2
		SP:Iteration 75Q (6318.830000 sec): 3 clusters
  Score: Raw -594796.565773 + Penalty 2808.899605 = -591987.666169
  nChanged 1
		SP:Iteration 76Q (6319.060000 sec): 3 clusters
  Score: Raw -594796.847681 + Penalty 2808.899605 = -591987.948077
  nChanged 1
		SP:Iteration 77Q (6319.250000 sec): 3 clusters
  Score: Raw -594796.981318 + Penalty 2808.899605 = -591988.081713
  nChanged 1
		SP:Iteration 78Q (6319.510000 sec): 3 clusters
  Score: Raw -594797.413260 + Penalty 2808.899605 = -591988.513655
  nChanged 0
		SP:Iteration 79F (6319.700000 sec): 3 clusters
  Score: Raw -594797.413260 + Penalty 2808.899605 = -591988.513655
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 26 (5872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6319.830000 sec): 2 clusters
  Score: Raw -536921.579169 + Penalty 1410.166968 = -535511.412201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6320.050000 sec): 3 clusters
  Score: Raw -533797.149846 + Penalty 2820.333935 = -530976.815910
  nChanged 2402
		SP:Iteration 1F (6320.290000 sec): 3 clusters
  Score: Raw -535187.129525 + Penalty 2820.333935 = -532366.795590
  nChanged 424
		SP:Iteration 2F (6320.470000 sec): 3 clusters
  Score: Raw -535443.969223 + Penalty 2820.333935 = -532623.635288
  nChanged 345
		SP:Iteration 3F (6320.650000 sec): 3 clusters
  Score: Raw -535611.733537 + Penalty 2820.333935 = -532791.399601
  nChanged 274
		SP:Iteration 4Q (6320.890000 sec): 3 clusters
  Score: Raw -535745.504355 + Penalty 2820.333935 = -532925.170420
  nChanged 226
		SP:Iteration 5Q (6321.060000 sec): 3 clusters
  Score: Raw -535869.995491 + Penalty 2820.333935 = -533049.661556
  nChanged 219
		SP:Iteration 6Q (6321.270000 sec): 3 clusters
  Score: Raw -535986.068161 + Penalty 2820.333935 = -533165.734226
  nChanged 218
		SP:Iteration 7Q (6321.440000 sec): 3 clusters
  Score: Raw -536101.016745 + Penalty 2820.333935 = -533280.682810
  nChanged 210
		SP:Iteration 8Q (6321.650000 sec): 3 clusters
  Score: Raw -536221.464830 + Penalty 2820.333935 = -533401.130895
  nChanged 209
		SP:Iteration 9Q (6321.870000 sec): 3 clusters
  Score: Raw -536340.847994 + Penalty 2820.333935 = -533520.514059
  nChanged 180
		SP:Iteration 10Q (6322.070000 sec): 3 clusters
  Score: Raw -536455.379998 + Penalty 2820.333935 = -533635.046063
  nChanged 171
		SP:Iteration 11Q (6322.310000 sec): 3 clusters
  Score: Raw -536584.071362 + Penalty 2820.333935 = -533763.737427
  nChanged 180
		SP:Iteration 12Q (6322.540000 sec): 3 clusters
  Score: Raw -536743.482699 + Penalty 2820.333935 = -533923.148763
  nChanged 200
		SP:Iteration 13Q (6322.710000 sec): 3 clusters
  Score: Raw -536956.322640 + Penalty 2820.333935 = -534135.988704
  nChanged 207
		SP:Iteration 14Q (6322.920000 sec): 3 clusters
  Score: Raw -537178.835084 + Penalty 2820.333935 = -534358.501149
  nChanged 190
		SP:Iteration 15Q (6323.210000 sec): 3 clusters
  Score: Raw -537393.604978 + Penalty 2820.333935 = -534573.271042
  nChanged 177
		SP:Iteration 16Q (6323.400000 sec): 3 clusters
  Score: Raw -537609.681894 + Penalty 2820.333935 = -534789.347958
  nChanged 124
		SP:Iteration 17Q (6323.570000 sec): 3 clusters
  Score: Raw -537751.384062 + Penalty 2820.333935 = -534931.050127
  nChanged 99
		SP:Iteration 18Q (6323.740000 sec): 3 clusters
  Score: Raw -537843.857467 + Penalty 2820.333935 = -535023.523532
  nChanged 58
		SP:Iteration 19Q (6323.940000 sec): 3 clusters
  Score: Raw -537884.471757 + Penalty 2820.333935 = -535064.137822
  nChanged 38
		SP:Iteration 20F (6324.140000 sec): 3 clusters
  Score: Raw -537910.097174 + Penalty 2820.333935 = -535089.763238
  nChanged 35
		SP:Iteration 21Q (6324.310000 sec): 3 clusters
  Score: Raw -537924.850789 + Penalty 2820.333935 = -535104.516854
  nChanged 27
		SP:Iteration 22Q (6324.500000 sec): 3 clusters
  Score: Raw -537939.822037 + Penalty 2820.333935 = -535119.488101
  nChanged 23
		SP:Iteration 23Q (6324.700000 sec): 3 clusters
  Score: Raw -537950.794815 + Penalty 2820.333935 = -535130.460879
  nChanged 19
		SP:Iteration 24Q (6324.910000 sec): 3 clusters
  Score: Raw -537962.953274 + Penalty 2820.333935 = -535142.619338
  nChanged 22
		SP:Iteration 25Q (6325.110000 sec): 3 clusters
  Score: Raw -537978.324527 + Penalty 2820.333935 = -535157.990591
  nChanged 28
		SP:Iteration 26Q (6325.300000 sec): 3 clusters
  Score: Raw -537990.719798 + Penalty 2820.333935 = -535170.385863
  nChanged 27
		SP:Iteration 27Q (6325.570000 sec): 3 clusters
  Score: Raw -538003.978448 + Penalty 2820.333935 = -535183.644512
  nChanged 16
		SP:Iteration 28Q (6325.740000 sec): 3 clusters
  Score: Raw -538010.195920 + Penalty 2820.333935 = -535189.861985
  nChanged 11
		SP:Iteration 29Q (6325.980000 sec): 3 clusters
  Score: Raw -538013.343980 + Penalty 2820.333935 = -535193.010045
  nChanged 4
		SP:Iteration 30Q (6326.200000 sec): 3 clusters
  Score: Raw -538014.950894 + Penalty 2820.333935 = -535194.616959
  nChanged 8
		SP:Iteration 31Q (6326.400000 sec): 3 clusters
  Score: Raw -538017.420692 + Penalty 2820.333935 = -535197.086757
  nChanged 9
		SP:Iteration 32Q (6326.560000 sec): 3 clusters
  Score: Raw -538020.389551 + Penalty 2820.333935 = -535200.055616
  nChanged 10
		SP:Iteration 33Q (6326.790000 sec): 3 clusters
  Score: Raw -538024.775384 + Penalty 2820.333935 = -535204.441449
  nChanged 8
		SP:Iteration 34Q (6326.950000 sec): 3 clusters
  Score: Raw -538029.065499 + Penalty 2820.333935 = -535208.731564
  nChanged 9
		SP:Iteration 35Q (6327.180000 sec): 3 clusters
  Score: Raw -538031.017871 + Penalty 2820.333935 = -535210.683935
  nChanged 4
		SP:Iteration 36Q (6327.380000 sec): 3 clusters
  Score: Raw -538032.284334 + Penalty 2820.333935 = -535211.950398
  nChanged 6
		SP:Iteration 37Q (6327.560000 sec): 3 clusters
  Score: Raw -538034.349215 + Penalty 2820.333935 = -535214.015279
  nChanged 6
		SP:Iteration 38Q (6327.730000 sec): 3 clusters
  Score: Raw -538036.517981 + Penalty 2820.333935 = -535216.184046
  nChanged 4
		SP:Iteration 39Q (6327.880000 sec): 3 clusters
  Score: Raw -538037.724296 + Penalty 2820.333935 = -535217.390360
  nChanged 0
		SP:Iteration 40F (6328.090000 sec): 3 clusters
  Score: Raw -538037.724296 + Penalty 2820.333935 = -535217.390360
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 27 (5398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6328.200000 sec): 2 clusters
  Score: Raw -556897.810703 + Penalty 1396.489866 = -555501.320836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6328.440000 sec): 3 clusters
  Score: Raw -553991.766678 + Penalty 2792.979733 = -551198.786945
  nChanged 2246
		SP:Iteration 1F (6328.720000 sec): 3 clusters
  Score: Raw -555276.824187 + Penalty 2792.979733 = -552483.844454
  nChanged 373
		SP:Iteration 2F (6328.940000 sec): 3 clusters
  Score: Raw -555487.614485 + Penalty 2792.979733 = -552694.634752
  nChanged 296
		SP:Iteration 3F (6329.140000 sec): 3 clusters
  Score: Raw -555663.035747 + Penalty 2792.979733 = -552870.056014
  nChanged 250
		SP:Iteration 4Q (6329.390000 sec): 3 clusters
  Score: Raw -555796.530633 + Penalty 2792.979733 = -553003.550900
  nChanged 204
		SP:Iteration 5Q (6329.640000 sec): 3 clusters
  Score: Raw -555917.644980 + Penalty 2792.979733 = -553124.665247
  nChanged 197
		SP:Iteration 6Q (6329.850000 sec): 3 clusters
  Score: Raw -556036.583165 + Penalty 2792.979733 = -553243.603432
  nChanged 200
		SP:Iteration 7Q (6330.030000 sec): 3 clusters
  Score: Raw -556159.845266 + Penalty 2792.979733 = -553366.865533
  nChanged 192
		SP:Iteration 8Q (6330.240000 sec): 3 clusters
  Score: Raw -556283.079561 + Penalty 2792.979733 = -553490.099828
  nChanged 175
		SP:Iteration 9Q (6330.520000 sec): 3 clusters
  Score: Raw -556408.381266 + Penalty 2792.979733 = -553615.401533
  nChanged 154
		SP:Iteration 10Q (6330.740000 sec): 3 clusters
  Score: Raw -556515.666849 + Penalty 2792.979733 = -553722.687116
  nChanged 160
		SP:Iteration 11Q (6330.930000 sec): 3 clusters
  Score: Raw -556632.963896 + Penalty 2792.979733 = -553839.984163
  nChanged 131
		SP:Iteration 12Q (6331.160000 sec): 3 clusters
  Score: Raw -556708.368758 + Penalty 2792.979733 = -553915.389025
  nChanged 110
		SP:Iteration 13Q (6331.370000 sec): 3 clusters
  Score: Raw -556783.162573 + Penalty 2792.979733 = -553990.182840
  nChanged 110
		SP:Iteration 14Q (6331.600000 sec): 3 clusters
  Score: Raw -556851.888863 + Penalty 2792.979733 = -554058.909130
  nChanged 94
		SP:Iteration 15Q (6331.800000 sec): 3 clusters
  Score: Raw -556916.013168 + Penalty 2792.979733 = -554123.033436
  nChanged 107
		SP:Iteration 16Q (6332.020000 sec): 3 clusters
  Score: Raw -556997.529653 + Penalty 2792.979733 = -554204.549920
  nChanged 90
		SP:Iteration 17Q (6332.230000 sec): 3 clusters
  Score: Raw -557085.142851 + Penalty 2792.979733 = -554292.163118
  nChanged 75
		SP:Iteration 18Q (6332.460000 sec): 3 clusters
  Score: Raw -557158.768270 + Penalty 2792.979733 = -554365.788537
  nChanged 72
		SP:Iteration 19Q (6332.720000 sec): 3 clusters
  Score: Raw -557230.033621 + Penalty 2792.979733 = -554437.053888
  nChanged 80
		SP:Iteration 20F (6332.920000 sec): 3 clusters
  Score: Raw -557302.655854 + Penalty 2792.979733 = -554509.676121
  nChanged 61
		SP:Iteration 21Q (6333.160000 sec): 3 clusters
  Score: Raw -557342.702880 + Penalty 2792.979733 = -554549.723147
  nChanged 53
		SP:Iteration 22Q (6333.360000 sec): 3 clusters
  Score: Raw -557376.354648 + Penalty 2792.979733 = -554583.374915
  nChanged 29
		SP:Iteration 23Q (6333.650000 sec): 3 clusters
  Score: Raw -557391.920804 + Penalty 2792.979733 = -554598.941071
  nChanged 19
		SP:Iteration 24Q (6333.840000 sec): 3 clusters
  Score: Raw -557399.706283 + Penalty 2792.979733 = -554606.726550
  nChanged 17
		SP:Iteration 25Q (6334.060000 sec): 3 clusters
  Score: Raw -557409.028515 + Penalty 2792.979733 = -554616.048782
  nChanged 14
		SP:Iteration 26Q (6334.270000 sec): 3 clusters
  Score: Raw -557415.654532 + Penalty 2792.979733 = -554622.674799
  nChanged 11
		SP:Iteration 27Q (6334.490000 sec): 3 clusters
  Score: Raw -557420.945697 + Penalty 2792.979733 = -554627.965964
  nChanged 10
		SP:Iteration 28Q (6334.740000 sec): 3 clusters
  Score: Raw -557426.111817 + Penalty 2792.979733 = -554633.132084
  nChanged 11
		SP:Iteration 29Q (6334.920000 sec): 3 clusters
  Score: Raw -557430.464219 + Penalty 2792.979733 = -554637.484486
  nChanged 11
		SP:Iteration 30Q (6335.140000 sec): 3 clusters
  Score: Raw -557434.931253 + Penalty 2792.979733 = -554641.951520
  nChanged 8
		SP:Iteration 31Q (6335.300000 sec): 3 clusters
  Score: Raw -557438.417505 + Penalty 2792.979733 = -554645.437772
  nChanged 10
		SP:Iteration 32Q (6335.540000 sec): 3 clusters
  Score: Raw -557442.223987 + Penalty 2792.979733 = -554649.244254
  nChanged 8
		SP:Iteration 33Q (6335.760000 sec): 3 clusters
  Score: Raw -557445.329274 + Penalty 2792.979733 = -554652.349541
  nChanged 6
		SP:Iteration 34Q (6335.980000 sec): 3 clusters
  Score: Raw -557446.873243 + Penalty 2792.979733 = -554653.893510
  nChanged 4
		SP:Iteration 35Q (6336.200000 sec): 3 clusters
  Score: Raw -557448.493459 + Penalty 2792.979733 = -554655.513726
  nChanged 4
		SP:Iteration 36Q (6336.440000 sec): 3 clusters
  Score: Raw -557449.598428 + Penalty 2792.979733 = -554656.618695
  nChanged 0
		SP:Iteration 37F (6336.650000 sec): 3 clusters
  Score: Raw -557449.598428 + Penalty 2792.979733 = -554656.618695
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 28 (12362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6336.770000 sec): 2 clusters
  Score: Raw -1303863.169505 + Penalty 1531.137161 = -1302332.032344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.070000 sec): 3 clusters
  Score: Raw -1296668.145138 + Penalty 3062.274322 = -1293605.870815
  nChanged 5419
		SP:Iteration 1F (6337.320000 sec): 3 clusters
  Score: Raw -1299733.055315 + Penalty 3062.274322 = -1296670.780993
  nChanged 669
		SP:Iteration 2F (6337.600000 sec): 3 clusters
  Score: Raw -1299993.798761 + Penalty 3062.274322 = -1296931.524438
  nChanged 551
		SP:Iteration 3Q (6337.870000 sec): 3 clusters
  Score: Raw -1300226.234898 + Penalty 3062.274322 = -1297163.960576
  nChanged 499
		SP:Iteration 4Q (6338.080000 sec): 3 clusters
  Score: Raw -1300455.129731 + Penalty 3062.274322 = -1297392.855409
  nChanged 508
		SP:Iteration 5Q (6338.340000 sec): 3 clusters
  Score: Raw -1300674.240267 + Penalty 3062.274322 = -1297611.965945
  nChanged 483
		SP:Iteration 6Q (6338.570000 sec): 3 clusters
  Score: Raw -1300919.384406 + Penalty 3062.274322 = -1297857.110084
  nChanged 537
		SP:Iteration 7Q (6338.840000 sec): 3 clusters
  Score: Raw -1301235.291356 + Penalty 3062.274322 = -1298173.017033
  nChanged 584
		SP:Iteration 8Q (6339.100000 sec): 3 clusters
  Score: Raw -1301609.349508 + Penalty 3062.274322 = -1298547.075186
  nChanged 584
		SP:Iteration 9Q (6339.270000 sec): 3 clusters
  Score: Raw -1302030.147494 + Penalty 3062.274322 = -1298967.873172
  nChanged 593
		SP:Iteration 10Q (6339.500000 sec): 3 clusters
  Score: Raw -1302489.425201 + Penalty 3062.274322 = -1299427.150879
  nChanged 527
		SP:Iteration 11Q (6339.760000 sec): 3 clusters
  Score: Raw -1302940.579023 + Penalty 3062.274322 = -1299878.304700
  nChanged 433
		SP:Iteration 12Q (6339.960000 sec): 3 clusters
  Score: Raw -1303310.720904 + Penalty 3062.274322 = -1300248.446581
  nChanged 299
		SP:Iteration 13Q (6340.170000 sec): 3 clusters
  Score: Raw -1303572.091832 + Penalty 3062.274322 = -1300509.817510
  nChanged 202
		SP:Iteration 14Q (6340.390000 sec): 3 clusters
  Score: Raw -1303745.743426 + Penalty 3062.274322 = -1300683.469103
  nChanged 123
		SP:Iteration 15Q (6340.630000 sec): 3 clusters
  Score: Raw -1303865.365842 + Penalty 3062.274322 = -1300803.091520
  nChanged 74
		SP:Iteration 16Q (6340.920000 sec): 3 clusters
  Score: Raw -1303940.229293 + Penalty 3062.274322 = -1300877.954971
  nChanged 49
		SP:Iteration 17Q (6341.230000 sec): 3 clusters
  Score: Raw -1303989.735420 + Penalty 3062.274322 = -1300927.461098
  nChanged 27
		SP:Iteration 18Q (6341.460000 sec): 3 clusters
  Score: Raw -1304015.780832 + Penalty 3062.274322 = -1300953.506510
  nChanged 15
		SP:Iteration 19Q (6341.670000 sec): 3 clusters
  Score: Raw -1304036.053010 + Penalty 3062.274322 = -1300973.778688
  nChanged 5
		SP:Iteration 20F (6341.970000 sec): 3 clusters
  Score: Raw -1304041.693732 + Penalty 3062.274322 = -1300979.419410
  nChanged 5
		SP:Iteration 21Q (6342.200000 sec): 3 clusters
  Score: Raw -1304045.761916 + Penalty 3062.274322 = -1300983.487594
  nChanged 2
		SP:Iteration 22Q (6342.450000 sec): 3 clusters
  Score: Raw -1304047.658229 + Penalty 3062.274322 = -1300985.383907
  nChanged 1
		SP:Iteration 23Q (6342.670000 sec): 3 clusters
  Score: Raw -1304049.034527 + Penalty 3062.274322 = -1300986.760204
  nChanged 2
		SP:Iteration 24Q (6342.910000 sec): 3 clusters
  Score: Raw -1304051.938514 + Penalty 3062.274322 = -1300989.664192
  nChanged 2
		SP:Iteration 25Q (6343.190000 sec): 3 clusters
  Score: Raw -1304054.403691 + Penalty 3062.274322 = -1300992.129368
  nChanged 0
		SP:Iteration 26F (6343.410000 sec): 3 clusters
  Score: Raw -1304054.403691 + Penalty 3062.274322 = -1300992.129368
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 29 (9689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6343.590000 sec): 2 clusters
  Score: Raw -986552.107682 + Penalty 1491.546306 = -985060.561375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6343.820000 sec): 3 clusters
  Score: Raw -981130.649191 + Penalty 2983.092613 = -978147.556578
  nChanged 4185
		SP:Iteration 1F (6344.010000 sec): 3 clusters
  Score: Raw -983457.658771 + Penalty 2983.092613 = -980474.566158
  nChanged 787
		SP:Iteration 2F (6344.300000 sec): 3 clusters
  Score: Raw -984046.177143 + Penalty 2983.092613 = -981063.084531
  nChanged 838
		SP:Iteration 3F (6344.480000 sec): 3 clusters
  Score: Raw -984823.780092 + Penalty 2983.092613 = -981840.687479
  nChanged 870
		SP:Iteration 4F (6344.710000 sec): 3 clusters
  Score: Raw -985641.614532 + Penalty 2983.092613 = -982658.521919
  nChanged 747
		SP:Iteration 5F (6344.910000 sec): 3 clusters
  Score: Raw -986249.722381 + Penalty 2983.092613 = -983266.629768
  nChanged 556
		SP:Iteration 6F (6345.130000 sec): 3 clusters
  Score: Raw -986629.513909 + Penalty 2983.092613 = -983646.421296
  nChanged 401
		SP:Iteration 7Q (6345.400000 sec): 3 clusters
  Score: Raw -986860.877227 + Penalty 2983.092613 = -983877.784615
  nChanged 294
		SP:Iteration 8Q (6345.610000 sec): 3 clusters
  Score: Raw -987028.107206 + Penalty 2983.092613 = -984045.014594
  nChanged 230
		SP:Iteration 9Q (6345.880000 sec): 3 clusters
  Score: Raw -987151.725920 + Penalty 2983.092613 = -984168.633307
  nChanged 203
		SP:Iteration 10Q (6346.170000 sec): 3 clusters
  Score: Raw -987246.398890 + Penalty 2983.092613 = -984263.306278
  nChanged 187
		SP:Iteration 11Q (6346.360000 sec): 3 clusters
  Score: Raw -987315.879292 + Penalty 2983.092613 = -984332.786680
  nChanged 157
		SP:Iteration 12Q (6346.580000 sec): 3 clusters
  Score: Raw -987367.043132 + Penalty 2983.092613 = -984383.950520
  nChanged 135
		SP:Iteration 13Q (6346.780000 sec): 3 clusters
  Score: Raw -987405.965888 + Penalty 2983.092613 = -984422.873275
  nChanged 129
		SP:Iteration 14Q (6346.980000 sec): 3 clusters
  Score: Raw -987440.434310 + Penalty 2983.092613 = -984457.341698
  nChanged 117
		SP:Iteration 15Q (6347.220000 sec): 3 clusters
  Score: Raw -987472.921713 + Penalty 2983.092613 = -984489.829100
  nChanged 116
		SP:Iteration 16Q (6347.420000 sec): 3 clusters
  Score: Raw -987501.267627 + Penalty 2983.092613 = -984518.175014
  nChanged 92
		SP:Iteration 17Q (6347.660000 sec): 3 clusters
  Score: Raw -987521.958209 + Penalty 2983.092613 = -984538.865596
  nChanged 83
		SP:Iteration 18Q (6347.900000 sec): 3 clusters
  Score: Raw -987539.480031 + Penalty 2983.092613 = -984556.387418
  nChanged 78
		SP:Iteration 19Q (6348.130000 sec): 3 clusters
  Score: Raw -987556.777181 + Penalty 2983.092613 = -984573.684568
  nChanged 76
		SP:Iteration 20F (6348.350000 sec): 3 clusters
  Score: Raw -987573.148594 + Penalty 2983.092613 = -984590.055982
  nChanged 63
		SP:Iteration 21Q (6348.580000 sec): 3 clusters
  Score: Raw -987586.867418 + Penalty 2983.092613 = -984603.774805
  nChanged 56
		SP:Iteration 22Q (6348.790000 sec): 3 clusters
  Score: Raw -987597.999399 + Penalty 2983.092613 = -984614.906787
  nChanged 61
		SP:Iteration 23Q (6349.020000 sec): 3 clusters
  Score: Raw -987610.483834 + Penalty 2983.092613 = -984627.391221
  nChanged 61
		SP:Iteration 24Q (6349.230000 sec): 3 clusters
  Score: Raw -987623.173867 + Penalty 2983.092613 = -984640.081255
  nChanged 61
		SP:Iteration 25Q (6349.460000 sec): 3 clusters
  Score: Raw -987633.912428 + Penalty 2983.092613 = -984650.819815
  nChanged 37
		SP:Iteration 26Q (6349.680000 sec): 3 clusters
  Score: Raw -987640.687311 + Penalty 2983.092613 = -984657.594698
  nChanged 38
		SP:Iteration 27Q (6349.920000 sec): 3 clusters
  Score: Raw -987648.188301 + Penalty 2983.092613 = -984665.095688
  nChanged 35
		SP:Iteration 28Q (6350.130000 sec): 3 clusters
  Score: Raw -987654.853502 + Penalty 2983.092613 = -984671.760890
  nChanged 42
		SP:Iteration 29Q (6350.370000 sec): 3 clusters
  Score: Raw -987662.966956 + Penalty 2983.092613 = -984679.874343
  nChanged 32
		SP:Iteration 30Q (6350.590000 sec): 3 clusters
  Score: Raw -987668.657013 + Penalty 2983.092613 = -984685.564401
  nChanged 34
		SP:Iteration 31Q (6350.820000 sec): 3 clusters
  Score: Raw -987674.244580 + Penalty 2983.092613 = -984691.151967
  nChanged 25
		SP:Iteration 32Q (6351.050000 sec): 3 clusters
  Score: Raw -987678.214705 + Penalty 2983.092613 = -984695.122092
  nChanged 24
		SP:Iteration 33Q (6351.340000 sec): 3 clusters
  Score: Raw -987681.784388 + Penalty 2983.092613 = -984698.691775
  nChanged 19
		SP:Iteration 34Q (6351.550000 sec): 3 clusters
  Score: Raw -987684.182125 + Penalty 2983.092613 = -984701.089512
  nChanged 18
		SP:Iteration 35Q (6351.770000 sec): 3 clusters
  Score: Raw -987686.730326 + Penalty 2983.092613 = -984703.637713
  nChanged 15
		SP:Iteration 36Q (6352.040000 sec): 3 clusters
  Score: Raw -987688.826460 + Penalty 2983.092613 = -984705.733847
  nChanged 14
		SP:Iteration 37Q (6352.300000 sec): 3 clusters
  Score: Raw -987690.450350 + Penalty 2983.092613 = -984707.357738
  nChanged 8
		SP:Iteration 38Q (6352.550000 sec): 3 clusters
  Score: Raw -987691.776852 + Penalty 2983.092613 = -984708.684240
  nChanged 9
		SP:Iteration 39Q (6352.780000 sec): 3 clusters
  Score: Raw -987693.154284 + Penalty 2983.092613 = -984710.061671
  nChanged 11
		SP:Iteration 40F (6353.010000 sec): 3 clusters
  Score: Raw -987694.577648 + Penalty 2983.092613 = -984711.485035
  nChanged 8
		SP:Iteration 41Q (6353.220000 sec): 3 clusters
  Score: Raw -987695.565167 + Penalty 2983.092613 = -984712.472555
  nChanged 12
		SP:Iteration 42Q (6353.440000 sec): 3 clusters
  Score: Raw -987697.015544 + Penalty 2983.092613 = -984713.922932
  nChanged 10
		SP:Iteration 43Q (6353.670000 sec): 3 clusters
  Score: Raw -987698.270442 + Penalty 2983.092613 = -984715.177830
  nChanged 9
		SP:Iteration 44Q (6353.850000 sec): 3 clusters
  Score: Raw -987699.312478 + Penalty 2983.092613 = -984716.219866
  nChanged 6
		SP:Iteration 45Q (6354.080000 sec): 3 clusters
  Score: Raw -987700.243588 + Penalty 2983.092613 = -984717.150976
  nChanged 4
		SP:Iteration 46Q (6354.310000 sec): 3 clusters
  Score: Raw -987700.618172 + Penalty 2983.092613 = -984717.525560
  nChanged 3
		SP:Iteration 47Q (6354.540000 sec): 3 clusters
  Score: Raw -987701.087893 + Penalty 2983.092613 = -984717.995281
  nChanged 6
		SP:Iteration 48Q (6354.760000 sec): 3 clusters
  Score: Raw -987702.229411 + Penalty 2983.092613 = -984719.136798
  nChanged 7
		SP:Iteration 49Q (6355.030000 sec): 3 clusters
  Score: Raw -987703.430172 + Penalty 2983.092613 = -984720.337559
  nChanged 9
		SP:Iteration 50Q (6355.270000 sec): 3 clusters
  Score: Raw -987705.137175 + Penalty 2983.092613 = -984722.044562
  nChanged 8
		SP:Iteration 51Q (6355.550000 sec): 3 clusters
  Score: Raw -987706.629087 + Penalty 2983.092613 = -984723.536474
  nChanged 13
		SP:Iteration 52Q (6355.810000 sec): 3 clusters
  Score: Raw -987709.194697 + Penalty 2983.092613 = -984726.102084
  nChanged 17
		SP:Iteration 53Q (6356.070000 sec): 3 clusters
  Score: Raw -987713.225809 + Penalty 2983.092613 = -984730.133196
  nChanged 19
		SP:Iteration 54Q (6356.300000 sec): 3 clusters
  Score: Raw -987716.535741 + Penalty 2983.092613 = -984733.443129
  nChanged 10
		SP:Iteration 55Q (6356.510000 sec): 3 clusters
  Score: Raw -987718.424092 + Penalty 2983.092613 = -984735.331479
  nChanged 14
		SP:Iteration 56Q (6356.730000 sec): 3 clusters
  Score: Raw -987721.140512 + Penalty 2983.092613 = -984738.047899
  nChanged 14
		SP:Iteration 57Q (6357.050000 sec): 3 clusters
  Score: Raw -987723.742109 + Penalty 2983.092613 = -984740.649496
  nChanged 11
		SP:Iteration 58Q (6357.310000 sec): 3 clusters
  Score: Raw -987725.798474 + Penalty 2983.092613 = -984742.705862
  nChanged 10
		SP:Iteration 59Q (6357.530000 sec): 3 clusters
  Score: Raw -987727.262815 + Penalty 2983.092613 = -984744.170203
  nChanged 9
		SP:Iteration 60F (6357.720000 sec): 3 clusters
  Score: Raw -987728.816117 + Penalty 2983.092613 = -984745.723505
  nChanged 10
		SP:Iteration 61Q (6358.030000 sec): 3 clusters
  Score: Raw -987730.175751 + Penalty 2983.092613 = -984747.083138
  nChanged 6
		SP:Iteration 62Q (6358.250000 sec): 3 clusters
  Score: Raw -987730.828092 + Penalty 2983.092613 = -984747.735480
  nChanged 2
		SP:Iteration 63Q (6358.470000 sec): 3 clusters
  Score: Raw -987731.051723 + Penalty 2983.092613 = -984747.959110
  nChanged 3
		SP:Iteration 64Q (6358.660000 sec): 3 clusters
  Score: Raw -987731.391998 + Penalty 2983.092613 = -984748.299386
  nChanged 0
		SP:Iteration 65F (6358.860000 sec): 3 clusters
  Score: Raw -987731.391998 + Penalty 2983.092613 = -984748.299386
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 30 (3393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6358.980000 sec): 2 clusters
  Score: Raw -349009.976129 + Penalty 1321.038837 = -347688.937292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6359.150000 sec): 3 clusters
  Score: Raw -347363.458728 + Penalty 2642.077674 = -344721.381054
  nChanged 1263
		SP:Iteration 1F (6359.330000 sec): 3 clusters
  Score: Raw -348138.289401 + Penalty 2642.077674 = -345496.211727
  nChanged 284
		SP:Iteration 2F (6359.460000 sec): 3 clusters
  Score: Raw -348347.651242 + Penalty 2642.077674 = -345705.573569
  nChanged 217
		SP:Iteration 3F (6359.640000 sec): 3 clusters
  Score: Raw -348517.166407 + Penalty 2642.077674 = -345875.088734
  nChanged 190
		SP:Iteration 4F (6359.800000 sec): 3 clusters
  Score: Raw -348672.957058 + Penalty 2642.077674 = -346030.879385
  nChanged 196
		SP:Iteration 5F (6359.970000 sec): 3 clusters
  Score: Raw -348878.192172 + Penalty 2642.077674 = -346236.114499
  nChanged 201
		SP:Iteration 6F (6360.160000 sec): 3 clusters
  Score: Raw -349131.246247 + Penalty 2642.077674 = -346489.168573
  nChanged 202
		SP:Iteration 7F (6360.330000 sec): 3 clusters
  Score: Raw -349489.565130 + Penalty 2642.077674 = -346847.487457
  nChanged 214
		SP:Iteration 8F (6360.550000 sec): 3 clusters
  Score: Raw -349979.601818 + Penalty 2642.077674 = -347337.524144
  nChanged 152
		SP:Iteration 9Q (6360.700000 sec): 3 clusters
  Score: Raw -350240.194790 + Penalty 2642.077674 = -347598.117117
  nChanged 100
		SP:Iteration 10Q (6360.870000 sec): 3 clusters
  Score: Raw -350363.611918 + Penalty 2642.077674 = -347721.534245
  nChanged 63
		SP:Iteration 11Q (6361.070000 sec): 3 clusters
  Score: Raw -350427.859358 + Penalty 2642.077674 = -347785.781685
  nChanged 34
		SP:Iteration 12Q (6361.220000 sec): 3 clusters
  Score: Raw -350446.724593 + Penalty 2642.077674 = -347804.646919
  nChanged 17
		SP:Iteration 13Q (6361.360000 sec): 3 clusters
  Score: Raw -350455.174477 + Penalty 2642.077674 = -347813.096804
  nChanged 9
		SP:Iteration 14Q (6361.530000 sec): 3 clusters
  Score: Raw -350458.701127 + Penalty 2642.077674 = -347816.623453
  nChanged 1
		SP:Iteration 15Q (6361.720000 sec): 3 clusters
  Score: Raw -350459.379746 + Penalty 2642.077674 = -347817.302072
  nChanged 3
		SP:Iteration 16Q (6361.890000 sec): 3 clusters
  Score: Raw -350460.706044 + Penalty 2642.077674 = -347818.628371
  nChanged 2
		SP:Iteration 17Q (6362.070000 sec): 3 clusters
  Score: Raw -350461.364973 + Penalty 2642.077674 = -347819.287300
  nChanged 1
		SP:Iteration 18Q (6362.230000 sec): 3 clusters
  Score: Raw -350462.040872 + Penalty 2642.077674 = -347819.963199
  nChanged 1
		SP:Iteration 19Q (6362.410000 sec): 3 clusters
  Score: Raw -350462.362578 + Penalty 2642.077674 = -347820.284904
  nChanged 0
		SP:Iteration 20F (6362.610000 sec): 3 clusters
  Score: Raw -350462.362578 + Penalty 2642.077674 = -347820.284904
  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 8.59 GB.

 Trying to split cluster 31 (3675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6362.740000 sec): 2 clusters
  Score: Raw -301540.577664 + Penalty 1334.012617 = -300206.565047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6362.950000 sec): 3 clusters
  Score: Raw -299804.662088 + Penalty 2668.025234 = -297136.636854
  nChanged 1477
		SP:Iteration 1F (6363.170000 sec): 3 clusters
  Score: Raw -301092.260417 + Penalty 2668.025234 = -298424.235184
  nChanged 414
		SP:Iteration 2F (6363.380000 sec): 3 clusters
  Score: Raw -301548.052168 + Penalty 2668.025234 = -298880.026934
  nChanged 277
		SP:Iteration 3F (6363.580000 sec): 3 clusters
  Score: Raw -301843.445379 + Penalty 2668.025234 = -299175.420145
  nChanged 214
		SP:Iteration 4F (6363.770000 sec): 3 clusters
  Score: Raw -302078.596457 + Penalty 2668.025234 = -299410.571223
  nChanged 172
		SP:Iteration 5Q (6363.970000 sec): 3 clusters
  Score: Raw -302287.622007 + Penalty 2668.025234 = -299619.596773
  nChanged 186
		SP:Iteration 6F (6364.170000 sec): 3 clusters
  Score: Raw -302523.073332 + Penalty 2668.025234 = -299855.048098
  nChanged 158
		SP:Iteration 7Q (6364.360000 sec): 3 clusters
  Score: Raw -302804.573745 + Penalty 2668.025234 = -300136.548511
  nChanged 127
		SP:Iteration 8Q (6364.530000 sec): 3 clusters
  Score: Raw -302993.388007 + Penalty 2668.025234 = -300325.362773
  nChanged 83
		SP:Iteration 9Q (6364.740000 sec): 3 clusters
  Score: Raw -303051.503599 + Penalty 2668.025234 = -300383.478365
  nChanged 46
		SP:Iteration 10Q (6364.940000 sec): 3 clusters
  Score: Raw -303076.078499 + Penalty 2668.025234 = -300408.053265
  nChanged 30
		SP:Iteration 11Q (6365.120000 sec): 3 clusters
  Score: Raw -303088.881998 + Penalty 2668.025234 = -300420.856765
  nChanged 31
		SP:Iteration 12Q (6365.310000 sec): 3 clusters
  Score: Raw -303102.392413 + Penalty 2668.025234 = -300434.367180
  nChanged 31
		SP:Iteration 13Q (6365.500000 sec): 3 clusters
  Score: Raw -303114.224987 + Penalty 2668.025234 = -300446.199754
  nChanged 13
		SP:Iteration 14Q (6365.690000 sec): 3 clusters
  Score: Raw -303117.709210 + Penalty 2668.025234 = -300449.683976
  nChanged 6
		SP:Iteration 15Q (6365.870000 sec): 3 clusters
  Score: Raw -303119.716527 + Penalty 2668.025234 = -300451.691293
  nChanged 4
		SP:Iteration 16Q (6366.070000 sec): 3 clusters
  Score: Raw -303122.794800 + Penalty 2668.025234 = -300454.769566
  nChanged 5
		SP:Iteration 17Q (6366.250000 sec): 3 clusters
  Score: Raw -303129.310240 + Penalty 2668.025234 = -300461.285007
  nChanged 8
		SP:Iteration 18Q (6366.440000 sec): 3 clusters
  Score: Raw -303132.527563 + Penalty 2668.025234 = -300464.502329
  nChanged 6
		SP:Iteration 19Q (6366.580000 sec): 3 clusters
  Score: Raw -303133.507436 + Penalty 2668.025234 = -300465.482202
  nChanged 1
		SP:Iteration 20F (6366.800000 sec): 3 clusters
  Score: Raw -303137.076210 + Penalty 2668.025234 = -300469.050976
  nChanged 2
		SP:Iteration 21Q (6367.030000 sec): 3 clusters
  Score: Raw -303137.586687 + Penalty 2668.025234 = -300469.561454
  nChanged 0
		SP:Iteration 22F (6367.210000 sec): 3 clusters
  Score: Raw -303137.586687 + Penalty 2668.025234 = -300469.561454
  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 8.59 GB.

 Trying to split cluster 32 (36357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6367.470000 sec): 2 clusters
  Score: Raw -3819531.780085 + Penalty 1706.435581 = -3817825.344504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6367.810000 sec): 3 clusters
  Score: Raw -3796764.845543 + Penalty 3412.871162 = -3793351.974381
  nChanged 16927
		SP:Iteration 1F (6368.140000 sec): 3 clusters
  Score: Raw -3806171.198379 + Penalty 3412.871162 = -3802758.327217
  nChanged 1531
		SP:Iteration 2Q (6368.600000 sec): 3 clusters
  Score: Raw -3806682.931600 + Penalty 3412.871162 = -3803270.060438
  nChanged 1704
		SP:Iteration 3Q (6368.940000 sec): 3 clusters
  Score: Raw -3807430.394937 + Penalty 3412.871162 = -3804017.523776
  nChanged 2044
		SP:Iteration 4F (6369.320000 sec): 3 clusters
  Score: Raw -3808553.811468 + Penalty 3412.871162 = -3805140.940306
  nChanged 2392
		SP:Iteration 5F (6369.660000 sec): 3 clusters
  Score: Raw -3810245.580115 + Penalty 3412.871162 = -3806832.708953
  nChanged 2776
		SP:Iteration 6F (6370.020000 sec): 3 clusters
  Score: Raw -3812561.013209 + Penalty 3412.871162 = -3809148.142047
  nChanged 2747
		SP:Iteration 7F (6370.350000 sec): 3 clusters
  Score: Raw -3815105.782895 + Penalty 3412.871162 = -3811692.911733
  nChanged 2275
		SP:Iteration 8F (6370.740000 sec): 3 clusters
  Score: Raw -3817303.072162 + Penalty 3412.871162 = -3813890.201000
  nChanged 1426
		SP:Iteration 9Q (6371.100000 sec): 3 clusters
  Score: Raw -3818643.870549 + Penalty 3412.871162 = -3815230.999387
  nChanged 659
		SP:Iteration 10Q (6371.450000 sec): 3 clusters
  Score: Raw -3819257.533777 + Penalty 3412.871162 = -3815844.662615
  nChanged 252
		SP:Iteration 11Q (6371.820000 sec): 3 clusters
  Score: Raw -3819512.677778 + Penalty 3412.871162 = -3816099.806616
  nChanged 83
		SP:Iteration 12Q (6372.170000 sec): 3 clusters
  Score: Raw -3819606.544692 + Penalty 3412.871162 = -3816193.673530
  nChanged 34
		SP:Iteration 13Q (6372.510000 sec): 3 clusters
  Score: Raw -3819646.990764 + Penalty 3412.871162 = -3816234.119602
  nChanged 22
		SP:Iteration 14Q (6372.850000 sec): 3 clusters
  Score: Raw -3819678.460698 + Penalty 3412.871162 = -3816265.589536
  nChanged 13
		SP:Iteration 15Q (6373.200000 sec): 3 clusters
  Score: Raw -3819697.825860 + Penalty 3412.871162 = -3816284.954698
  nChanged 9
		SP:Iteration 16Q (6373.540000 sec): 3 clusters
  Score: Raw -3819710.280442 + Penalty 3412.871162 = -3816297.409280
  nChanged 3
		SP:Iteration 17Q (6373.900000 sec): 3 clusters
  Score: Raw -3819713.133806 + Penalty 3412.871162 = -3816300.262645
  nChanged 1
		SP:Iteration 18Q (6374.290000 sec): 3 clusters
  Score: Raw -3819713.984888 + Penalty 3412.871162 = -3816301.113726
  nChanged 1
		SP:Iteration 19Q (6374.650000 sec): 3 clusters
  Score: Raw -3819714.665055 + Penalty 3412.871162 = -3816301.793893
  nChanged 0
		SP:Iteration 20F (6375.020000 sec): 3 clusters
  Score: Raw -3819714.665055 + Penalty 3412.871162 = -3816301.793893
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 33 (12925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6375.180000 sec): 2 clusters
  Score: Raw -1252928.764056 + Penalty 1538.374289 = -1251390.389767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6375.470000 sec): 3 clusters
  Score: Raw -1245358.033331 + Penalty 3076.748577 = -1242281.284754
  nChanged 5741
		SP:Iteration 1F (6375.730000 sec): 3 clusters
  Score: Raw -1248790.026082 + Penalty 3076.748577 = -1245713.277505
  nChanged 1108
		SP:Iteration 2F (6376.030000 sec): 3 clusters
  Score: Raw -1249687.060193 + Penalty 3076.748577 = -1246610.311616
  nChanged 1073
		SP:Iteration 3F (6376.330000 sec): 3 clusters
  Score: Raw -1250644.911722 + Penalty 3076.748577 = -1247568.163145
  nChanged 1025
		SP:Iteration 4F (6376.590000 sec): 3 clusters
  Score: Raw -1251484.892825 + Penalty 3076.748577 = -1248408.144248
  nChanged 929
		SP:Iteration 5F (6376.810000 sec): 3 clusters
  Score: Raw -1252152.381240 + Penalty 3076.748577 = -1249075.632663
  nChanged 753
		SP:Iteration 6F (6377.030000 sec): 3 clusters
  Score: Raw -1252634.136663 + Penalty 3076.748577 = -1249557.388085
  nChanged 576
		SP:Iteration 7Q (6377.250000 sec): 3 clusters
  Score: Raw -1252960.620639 + Penalty 3076.748577 = -1249883.872062
  nChanged 443
		SP:Iteration 8Q (6377.470000 sec): 3 clusters
  Score: Raw -1253184.131924 + Penalty 3076.748577 = -1250107.383347
  nChanged 332
		SP:Iteration 9Q (6377.740000 sec): 3 clusters
  Score: Raw -1253321.300935 + Penalty 3076.748577 = -1250244.552358
  nChanged 270
		SP:Iteration 10Q (6377.930000 sec): 3 clusters
  Score: Raw -1253426.234990 + Penalty 3076.748577 = -1250349.486413
  nChanged 265
		SP:Iteration 11Q (6378.140000 sec): 3 clusters
  Score: Raw -1253528.981690 + Penalty 3076.748577 = -1250452.233113
  nChanged 249
		SP:Iteration 12Q (6378.360000 sec): 3 clusters
  Score: Raw -1253619.096767 + Penalty 3076.748577 = -1250542.348190
  nChanged 237
		SP:Iteration 13Q (6378.610000 sec): 3 clusters
  Score: Raw -1253700.008093 + Penalty 3076.748577 = -1250623.259516
  nChanged 208
		SP:Iteration 14Q (6378.820000 sec): 3 clusters
  Score: Raw -1253766.506707 + Penalty 3076.748577 = -1250689.758130
  nChanged 189
		SP:Iteration 15Q (6379.040000 sec): 3 clusters
  Score: Raw -1253827.436963 + Penalty 3076.748577 = -1250750.688386
  nChanged 183
		SP:Iteration 16Q (6379.270000 sec): 3 clusters
  Score: Raw -1253888.102208 + Penalty 3076.748577 = -1250811.353631
  nChanged 152
		SP:Iteration 17Q (6379.510000 sec): 3 clusters
  Score: Raw -1253935.263732 + Penalty 3076.748577 = -1250858.515154
  nChanged 132
		SP:Iteration 18Q (6379.780000 sec): 3 clusters
  Score: Raw -1253973.116813 + Penalty 3076.748577 = -1250896.368236
  nChanged 124
		SP:Iteration 19Q (6380.030000 sec): 3 clusters
  Score: Raw -1254017.608640 + Penalty 3076.748577 = -1250940.860063
  nChanged 124
		SP:Iteration 20F (6380.300000 sec): 3 clusters
  Score: Raw -1254063.691731 + Penalty 3076.748577 = -1250986.943154
  nChanged 102
		SP:Iteration 21Q (6380.460000 sec): 3 clusters
  Score: Raw -1254092.898570 + Penalty 3076.748577 = -1251016.149992
  nChanged 87
		SP:Iteration 22Q (6380.790000 sec): 3 clusters
  Score: Raw -1254124.875332 + Penalty 3076.748577 = -1251048.126755
  nChanged 84
		SP:Iteration 23Q (6381.020000 sec): 3 clusters
  Score: Raw -1254157.165002 + Penalty 3076.748577 = -1251080.416424
  nChanged 79
		SP:Iteration 24Q (6381.280000 sec): 3 clusters
  Score: Raw -1254182.993588 + Penalty 3076.748577 = -1251106.245011
  nChanged 67
		SP:Iteration 25Q (6381.540000 sec): 3 clusters
  Score: Raw -1254202.992598 + Penalty 3076.748577 = -1251126.244021
  nChanged 58
		SP:Iteration 26Q (6381.750000 sec): 3 clusters
  Score: Raw -1254222.702233 + Penalty 3076.748577 = -1251145.953656
  nChanged 50
		SP:Iteration 27Q (6382.040000 sec): 3 clusters
  Score: Raw -1254240.478070 + Penalty 3076.748577 = -1251163.729493
  nChanged 46
		SP:Iteration 28Q (6382.320000 sec): 3 clusters
  Score: Raw -1254257.236376 + Penalty 3076.748577 = -1251180.487799
  nChanged 44
		SP:Iteration 29Q (6382.540000 sec): 3 clusters
  Score: Raw -1254270.461755 + Penalty 3076.748577 = -1251193.713178
  nChanged 39
		SP:Iteration 30Q (6382.770000 sec): 3 clusters
  Score: Raw -1254282.332317 + Penalty 3076.748577 = -1251205.583740
  nChanged 24
		SP:Iteration 31Q (6383.050000 sec): 3 clusters
  Score: Raw -1254289.109080 + Penalty 3076.748577 = -1251212.360503
  nChanged 20
		SP:Iteration 32Q (6383.340000 sec): 3 clusters
  Score: Raw -1254292.869861 + Penalty 3076.748577 = -1251216.121283
  nChanged 17
		SP:Iteration 33Q (6383.600000 sec): 3 clusters
  Score: Raw -1254296.047980 + Penalty 3076.748577 = -1251219.299403
  nChanged 11
		SP:Iteration 34Q (6383.820000 sec): 3 clusters
  Score: Raw -1254297.887436 + Penalty 3076.748577 = -1251221.138858
  nChanged 11
		SP:Iteration 35Q (6384.030000 sec): 3 clusters
  Score: Raw -1254299.418237 + Penalty 3076.748577 = -1251222.669659
  nChanged 8
		SP:Iteration 36Q (6384.280000 sec): 3 clusters
  Score: Raw -1254300.224213 + Penalty 3076.748577 = -1251223.475635
  nChanged 3
		SP:Iteration 37Q (6384.540000 sec): 3 clusters
  Score: Raw -1254300.484854 + Penalty 3076.748577 = -1251223.736277
  nChanged 1
		SP:Iteration 38Q (6384.760000 sec): 3 clusters
  Score: Raw -1254300.526530 + Penalty 3076.748577 = -1251223.777953
  nChanged 1
		SP:Iteration 39Q (6384.970000 sec): 3 clusters
  Score: Raw -1254300.678817 + Penalty 3076.748577 = -1251223.930239
  nChanged 0
		SP:Iteration 40F (6385.200000 sec): 3 clusters
  Score: Raw -1254300.678817 + Penalty 3076.748577 = -1251223.930239
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 34 (7854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6385.340000 sec): 2 clusters
  Score: Raw -837312.524776 + Penalty 1457.426463 = -835855.098313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6385.630000 sec): 3 clusters
  Score: Raw -833013.085924 + Penalty 2914.852926 = -830098.232998
  nChanged 3274
		SP:Iteration 1F (6385.880000 sec): 3 clusters
  Score: Raw -834730.838903 + Penalty 2914.852926 = -831815.985977
  nChanged 481
		SP:Iteration 2F (6386.120000 sec): 3 clusters
  Score: Raw -834937.043706 + Penalty 2914.852926 = -832022.190780
  nChanged 346
		SP:Iteration 3Q (6386.360000 sec): 3 clusters
  Score: Raw -835074.070520 + Penalty 2914.852926 = -832159.217593
  nChanged 300
		SP:Iteration 4Q (6386.590000 sec): 3 clusters
  Score: Raw -835188.331964 + Penalty 2914.852926 = -832273.479038
  nChanged 253
		SP:Iteration 5Q (6386.770000 sec): 3 clusters
  Score: Raw -835284.827444 + Penalty 2914.852926 = -832369.974518
  nChanged 243
		SP:Iteration 6Q (6387.030000 sec): 3 clusters
  Score: Raw -835395.025797 + Penalty 2914.852926 = -832480.172871
  nChanged 249
		SP:Iteration 7Q (6387.250000 sec): 3 clusters
  Score: Raw -835520.870488 + Penalty 2914.852926 = -832606.017562
  nChanged 281
		SP:Iteration 8Q (6387.480000 sec): 3 clusters
  Score: Raw -835673.428154 + Penalty 2914.852926 = -832758.575227
  nChanged 286
		SP:Iteration 9Q (6387.710000 sec): 3 clusters
  Score: Raw -835830.989942 + Penalty 2914.852926 = -832916.137015
  nChanged 289
		SP:Iteration 10Q (6387.900000 sec): 3 clusters
  Score: Raw -836001.707728 + Penalty 2914.852926 = -833086.854801
  nChanged 336
		SP:Iteration 11Q (6388.110000 sec): 3 clusters
  Score: Raw -836216.813954 + Penalty 2914.852926 = -833301.961027
  nChanged 339
		SP:Iteration 12Q (6388.330000 sec): 3 clusters
  Score: Raw -836470.149653 + Penalty 2914.852926 = -833555.296726
  nChanged 335
		SP:Iteration 13Q (6388.550000 sec): 3 clusters
  Score: Raw -836747.618393 + Penalty 2914.852926 = -833832.765466
  nChanged 280
		SP:Iteration 14Q (6388.750000 sec): 3 clusters
  Score: Raw -836987.669968 + Penalty 2914.852926 = -834072.817042
  nChanged 190
		SP:Iteration 15Q (6388.970000 sec): 3 clusters
  Score: Raw -837167.404415 + Penalty 2914.852926 = -834252.551489
  nChanged 129
		SP:Iteration 16Q (6389.170000 sec): 3 clusters
  Score: Raw -837288.012490 + Penalty 2914.852926 = -834373.159564
  nChanged 77
		SP:Iteration 17Q (6389.390000 sec): 3 clusters
  Score: Raw -837359.281494 + Penalty 2914.852926 = -834444.428568
  nChanged 50
		SP:Iteration 18Q (6389.630000 sec): 3 clusters
  Score: Raw -837403.912637 + Penalty 2914.852926 = -834489.059711
  nChanged 31
		SP:Iteration 19Q (6389.870000 sec): 3 clusters
  Score: Raw -837434.434369 + Penalty 2914.852926 = -834519.581442
  nChanged 22
		SP:Iteration 20F (6390.030000 sec): 3 clusters
  Score: Raw -837456.665933 + Penalty 2914.852926 = -834541.813006
  nChanged 23
		SP:Iteration 21Q (6390.210000 sec): 3 clusters
  Score: Raw -837484.246538 + Penalty 2914.852926 = -834569.393612
  nChanged 10
		SP:Iteration 22Q (6390.420000 sec): 3 clusters
  Score: Raw -837490.721601 + Penalty 2914.852926 = -834575.868675
  nChanged 5
		SP:Iteration 23Q (6390.620000 sec): 3 clusters
  Score: Raw -837499.067567 + Penalty 2914.852926 = -834584.214641
  nChanged 6
		SP:Iteration 24Q (6390.870000 sec): 3 clusters
  Score: Raw -837506.901012 + Penalty 2914.852926 = -834592.048085
  nChanged 9
		SP:Iteration 25Q (6391.030000 sec): 3 clusters
  Score: Raw -837521.170691 + Penalty 2914.852926 = -834606.317764
  nChanged 6
		SP:Iteration 26Q (6391.270000 sec): 3 clusters
  Score: Raw -837528.140718 + Penalty 2914.852926 = -834613.287792
  nChanged 3
		SP:Iteration 27Q (6391.450000 sec): 3 clusters
  Score: Raw -837529.942634 + Penalty 2914.852926 = -834615.089708
  nChanged 1
		SP:Iteration 28Q (6391.660000 sec): 3 clusters
  Score: Raw -837531.077894 + Penalty 2914.852926 = -834616.224968
  nChanged 2
		SP:Iteration 29Q (6391.850000 sec): 3 clusters
  Score: Raw -837533.017764 + Penalty 2914.852926 = -834618.164837
  nChanged 0
		SP:Iteration 30F (6392.100000 sec): 3 clusters
  Score: Raw -837533.017764 + Penalty 2914.852926 = -834618.164837
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 35 (20500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6392.270000 sec): 2 clusters
  Score: Raw -1835392.488579 + Penalty 1613.329277 = -1833779.159302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6392.560000 sec): 3 clusters
  Score: Raw -1823225.494886 + Penalty 3226.658554 = -1819998.836333
  nChanged 9144
		SP:Iteration 1F (6392.810000 sec): 3 clusters
  Score: Raw -1828826.585639 + Penalty 3226.658554 = -1825599.927085
  nChanged 1473
		SP:Iteration 2F (6393.080000 sec): 3 clusters
  Score: Raw -1829797.001034 + Penalty 3226.658554 = -1826570.342481
  nChanged 1446
		SP:Iteration 3F (6393.310000 sec): 3 clusters
  Score: Raw -1830816.300982 + Penalty 3226.658554 = -1827589.642428
  nChanged 1402
		SP:Iteration 4F (6393.570000 sec): 3 clusters
  Score: Raw -1831845.777640 + Penalty 3226.658554 = -1828619.119086
  nChanged 1331
		SP:Iteration 5F (6393.850000 sec): 3 clusters
  Score: Raw -1832848.274128 + Penalty 3226.658554 = -1829621.615575
  nChanged 1248
		SP:Iteration 6F (6394.110000 sec): 3 clusters
  Score: Raw -1833719.121207 + Penalty 3226.658554 = -1830492.462653
  nChanged 1042
		SP:Iteration 7F (6394.420000 sec): 3 clusters
  Score: Raw -1834393.171017 + Penalty 3226.658554 = -1831166.512463
  nChanged 833
		SP:Iteration 8Q (6394.710000 sec): 3 clusters
  Score: Raw -1834846.925765 + Penalty 3226.658554 = -1831620.267211
  nChanged 682
		SP:Iteration 9Q (6394.990000 sec): 3 clusters
  Score: Raw -1835184.777406 + Penalty 3226.658554 = -1831958.118852
  nChanged 534
		SP:Iteration 10Q (6395.250000 sec): 3 clusters
  Score: Raw -1835440.409316 + Penalty 3226.658554 = -1832213.750762
  nChanged 449
		SP:Iteration 11Q (6395.470000 sec): 3 clusters
  Score: Raw -1835632.888670 + Penalty 3226.658554 = -1832406.230116
  nChanged 391
		SP:Iteration 12Q (6395.780000 sec): 3 clusters
  Score: Raw -1835784.969430 + Penalty 3226.658554 = -1832558.310876
  nChanged 342
		SP:Iteration 13Q (6396.080000 sec): 3 clusters
  Score: Raw -1835901.316225 + Penalty 3226.658554 = -1832674.657671
  nChanged 272
		SP:Iteration 14Q (6396.350000 sec): 3 clusters
  Score: Raw -1835986.362662 + Penalty 3226.658554 = -1832759.704108
  nChanged 235
		SP:Iteration 15Q (6396.670000 sec): 3 clusters
  Score: Raw -1836051.394685 + Penalty 3226.658554 = -1832824.736132
  nChanged 210
		SP:Iteration 16Q (6396.950000 sec): 3 clusters
  Score: Raw -1836112.011665 + Penalty 3226.658554 = -1832885.353112
  nChanged 202
		SP:Iteration 17Q (6397.280000 sec): 3 clusters
  Score: Raw -1836171.345701 + Penalty 3226.658554 = -1832944.687147
  nChanged 176
		SP:Iteration 18Q (6397.650000 sec): 3 clusters
  Score: Raw -1836220.540050 + Penalty 3226.658554 = -1832993.881496
  nChanged 170
		SP:Iteration 19Q (6397.930000 sec): 3 clusters
  Score: Raw -1836269.180348 + Penalty 3226.658554 = -1833042.521794
  nChanged 172
		SP:Iteration 20F (6398.270000 sec): 3 clusters
  Score: Raw -1836318.117598 + Penalty 3226.658554 = -1833091.459044
  nChanged 162
		SP:Iteration 21Q (6398.500000 sec): 3 clusters
  Score: Raw -1836359.186849 + Penalty 3226.658554 = -1833132.528295
  nChanged 148
		SP:Iteration 22Q (6398.780000 sec): 3 clusters
  Score: Raw -1836400.163507 + Penalty 3226.658554 = -1833173.504953
  nChanged 151
		SP:Iteration 23Q (6399.050000 sec): 3 clusters
  Score: Raw -1836438.649242 + Penalty 3226.658554 = -1833211.990689
  nChanged 134
		SP:Iteration 24Q (6399.350000 sec): 3 clusters
  Score: Raw -1836472.416508 + Penalty 3226.658554 = -1833245.757955
  nChanged 138
		SP:Iteration 25Q (6399.610000 sec): 3 clusters
  Score: Raw -1836505.475679 + Penalty 3226.658554 = -1833278.817125
  nChanged 118
		SP:Iteration 26Q (6399.880000 sec): 3 clusters
  Score: Raw -1836534.065336 + Penalty 3226.658554 = -1833307.406782
  nChanged 119
		SP:Iteration 27Q (6400.150000 sec): 3 clusters
  Score: Raw -1836565.352272 + Penalty 3226.658554 = -1833338.693718
  nChanged 106
		SP:Iteration 28Q (6400.400000 sec): 3 clusters
  Score: Raw -1836592.018659 + Penalty 3226.658554 = -1833365.360105
  nChanged 95
		SP:Iteration 29Q (6400.680000 sec): 3 clusters
  Score: Raw -1836610.167166 + Penalty 3226.658554 = -1833383.508612
  nChanged 73
		SP:Iteration 30Q (6400.930000 sec): 3 clusters
  Score: Raw -1836620.964063 + Penalty 3226.658554 = -1833394.305509
  nChanged 67
		SP:Iteration 31Q (6401.260000 sec): 3 clusters
  Score: Raw -1836629.913584 + Penalty 3226.658554 = -1833403.255031
  nChanged 55
		SP:Iteration 32Q (6401.540000 sec): 3 clusters
  Score: Raw -1836637.606014 + Penalty 3226.658554 = -1833410.947461
  nChanged 48
		SP:Iteration 33Q (6401.810000 sec): 3 clusters
  Score: Raw -1836644.840519 + Penalty 3226.658554 = -1833418.181965
  nChanged 43
		SP:Iteration 34Q (6402.080000 sec): 3 clusters
  Score: Raw -1836649.665418 + Penalty 3226.658554 = -1833423.006864
  nChanged 35
		SP:Iteration 35Q (6402.330000 sec): 3 clusters
  Score: Raw -1836654.702020 + Penalty 3226.658554 = -1833428.043466
  nChanged 40
		SP:Iteration 36Q (6402.640000 sec): 3 clusters
  Score: Raw -1836660.164966 + Penalty 3226.658554 = -1833433.506413
  nChanged 35
		SP:Iteration 37Q (6402.880000 sec): 3 clusters
  Score: Raw -1836664.008492 + Penalty 3226.658554 = -1833437.349939
  nChanged 32
		SP:Iteration 38Q (6403.100000 sec): 3 clusters
  Score: Raw -1836667.135691 + Penalty 3226.658554 = -1833440.477138
  nChanged 23
		SP:Iteration 39Q (6403.380000 sec): 3 clusters
  Score: Raw -1836668.681006 + Penalty 3226.658554 = -1833442.022452
  nChanged 17
		SP:Iteration 40F (6403.640000 sec): 3 clusters
  Score: Raw -1836670.203862 + Penalty 3226.658554 = -1833443.545308
  nChanged 16
		SP:Iteration 41Q (6403.950000 sec): 3 clusters
  Score: Raw -1836671.498085 + Penalty 3226.658554 = -1833444.839531
  nChanged 6
		SP:Iteration 42Q (6404.230000 sec): 3 clusters
  Score: Raw -1836671.795715 + Penalty 3226.658554 = -1833445.137162
  nChanged 8
		SP:Iteration 43Q (6404.550000 sec): 3 clusters
  Score: Raw -1836672.851399 + Penalty 3226.658554 = -1833446.192845
  nChanged 11
		SP:Iteration 44Q (6404.880000 sec): 3 clusters
  Score: Raw -1836673.947514 + Penalty 3226.658554 = -1833447.288960
  nChanged 11
		SP:Iteration 45Q (6405.120000 sec): 3 clusters
  Score: Raw -1836674.937406 + Penalty 3226.658554 = -1833448.278852
  nChanged 9
		SP:Iteration 46Q (6405.420000 sec): 3 clusters
  Score: Raw -1836675.884703 + Penalty 3226.658554 = -1833449.226150
  nChanged 14
		SP:Iteration 47Q (6405.790000 sec): 3 clusters
  Score: Raw -1836676.729466 + Penalty 3226.658554 = -1833450.070912
  nChanged 9
		SP:Iteration 48Q (6406.090000 sec): 3 clusters
  Score: Raw -1836677.293647 + Penalty 3226.658554 = -1833450.635094
  nChanged 9
		SP:Iteration 49Q (6406.340000 sec): 3 clusters
  Score: Raw -1836677.981566 + Penalty 3226.658554 = -1833451.323012
  nChanged 8
		SP:Iteration 50Q (6406.670000 sec): 3 clusters
  Score: Raw -1836678.661020 + Penalty 3226.658554 = -1833452.002466
  nChanged 8
		SP:Iteration 51Q (6406.990000 sec): 3 clusters
  Score: Raw -1836679.088821 + Penalty 3226.658554 = -1833452.430267
  nChanged 6
		SP:Iteration 52Q (6407.310000 sec): 3 clusters
  Score: Raw -1836679.512706 + Penalty 3226.658554 = -1833452.854152
  nChanged 5
		SP:Iteration 53Q (6407.600000 sec): 3 clusters
  Score: Raw -1836679.830822 + Penalty 3226.658554 = -1833453.172268
  nChanged 7
		SP:Iteration 54Q (6407.900000 sec): 3 clusters
  Score: Raw -1836680.340100 + Penalty 3226.658554 = -1833453.681547
  nChanged 6
		SP:Iteration 55Q (6408.170000 sec): 3 clusters
  Score: Raw -1836680.689312 + Penalty 3226.658554 = -1833454.030759
  nChanged 5
		SP:Iteration 56Q (6408.460000 sec): 3 clusters
  Score: Raw -1836680.963430 + Penalty 3226.658554 = -1833454.304876
  nChanged 3
		SP:Iteration 57Q (6408.740000 sec): 3 clusters
  Score: Raw -1836681.129290 + Penalty 3226.658554 = -1833454.470737
  nChanged 3
		SP:Iteration 58Q (6409.060000 sec): 3 clusters
  Score: Raw -1836681.251937 + Penalty 3226.658554 = -1833454.593383
  nChanged 3
		SP:Iteration 59Q (6409.350000 sec): 3 clusters
  Score: Raw -1836681.459646 + Penalty 3226.658554 = -1833454.801093
  nChanged 6
		SP:Iteration 60F (6409.630000 sec): 3 clusters
  Score: Raw -1836681.825513 + Penalty 3226.658554 = -1833455.166960
  nChanged 7
		SP:Iteration 61Q (6409.910000 sec): 3 clusters
  Score: Raw -1836682.331340 + Penalty 3226.658554 = -1833455.672787
  nChanged 8
		SP:Iteration 62Q (6410.210000 sec): 3 clusters
  Score: Raw -1836682.730177 + Penalty 3226.658554 = -1833456.071623
  nChanged 7
		SP:Iteration 63Q (6410.530000 sec): 3 clusters
  Score: Raw -1836683.194533 + Penalty 3226.658554 = -1833456.535979
  nChanged 5
		SP:Iteration 64Q (6410.830000 sec): 3 clusters
  Score: Raw -1836683.844417 + Penalty 3226.658554 = -1833457.185864
  nChanged 10
		SP:Iteration 65Q (6411.220000 sec): 3 clusters
  Score: Raw -1836684.868189 + Penalty 3226.658554 = -1833458.209635
  nChanged 7
		SP:Iteration 66Q (6411.490000 sec): 3 clusters
  Score: Raw -1836685.573275 + Penalty 3226.658554 = -1833458.914721
  nChanged 7
		SP:Iteration 67Q (6411.750000 sec): 3 clusters
  Score: Raw -1836686.397105 + Penalty 3226.658554 = -1833459.738551
  nChanged 12
		SP:Iteration 68Q (6412.090000 sec): 3 clusters
  Score: Raw -1836687.394327 + Penalty 3226.658554 = -1833460.735773
  nChanged 11
		SP:Iteration 69Q (6412.410000 sec): 3 clusters
  Score: Raw -1836688.142033 + Penalty 3226.658554 = -1833461.483480
  nChanged 3
		SP:Iteration 70Q (6412.790000 sec): 3 clusters
  Score: Raw -1836688.252379 + Penalty 3226.658554 = -1833461.593825
  nChanged 0
		SP:Iteration 71F (6413.090000 sec): 3 clusters
  Score: Raw -1836688.252379 + Penalty 3226.658554 = -1833461.593825
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 36 (2538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6413.200000 sec): 2 clusters
  Score: Raw -229077.103528 + Penalty 1273.858893 = -227803.244635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6413.450000 sec): 3 clusters
  Score: Raw -227944.811715 + Penalty 2547.717786 = -225397.093929
  nChanged 971
		SP:Iteration 1F (6413.640000 sec): 3 clusters
  Score: Raw -228724.691007 + Penalty 2547.717786 = -226176.973221
  nChanged 245
		SP:Iteration 2F (6413.840000 sec): 3 clusters
  Score: Raw -228963.270445 + Penalty 2547.717786 = -226415.552659
  nChanged 177
		SP:Iteration 3F (6414.010000 sec): 3 clusters
  Score: Raw -229114.186724 + Penalty 2547.717786 = -226566.468938
  nChanged 111
		SP:Iteration 4Q (6414.240000 sec): 3 clusters
  Score: Raw -229207.512881 + Penalty 2547.717786 = -226659.795095
  nChanged 94
		SP:Iteration 5Q (6414.440000 sec): 3 clusters
  Score: Raw -229269.438238 + Penalty 2547.717786 = -226721.720453
  nChanged 68
		SP:Iteration 6Q (6414.660000 sec): 3 clusters
  Score: Raw -229318.526793 + Penalty 2547.717786 = -226770.809007
  nChanged 60
		SP:Iteration 7Q (6414.890000 sec): 3 clusters
  Score: Raw -229355.668962 + Penalty 2547.717786 = -226807.951176
  nChanged 49
		SP:Iteration 8Q (6415.020000 sec): 3 clusters
  Score: Raw -229382.448862 + Penalty 2547.717786 = -226834.731077
  nChanged 33
		SP:Iteration 9Q (6415.230000 sec): 3 clusters
  Score: Raw -229400.199652 + Penalty 2547.717786 = -226852.481866
  nChanged 30
		SP:Iteration 10Q (6415.460000 sec): 3 clusters
  Score: Raw -229414.507874 + Penalty 2547.717786 = -226866.790089
  nChanged 31
		SP:Iteration 11Q (6415.670000 sec): 3 clusters
  Score: Raw -229433.141397 + Penalty 2547.717786 = -226885.423611
  nChanged 26
		SP:Iteration 12Q (6415.840000 sec): 3 clusters
  Score: Raw -229444.414097 + Penalty 2547.717786 = -226896.696311
  nChanged 27
		SP:Iteration 13Q (6415.980000 sec): 3 clusters
  Score: Raw -229454.074364 + Penalty 2547.717786 = -226906.356579
  nChanged 17
		SP:Iteration 14Q (6416.130000 sec): 3 clusters
  Score: Raw -229461.431729 + Penalty 2547.717786 = -226913.713944
  nChanged 21
		SP:Iteration 15Q (6416.310000 sec): 3 clusters
  Score: Raw -229470.229588 + Penalty 2547.717786 = -226922.511802
  nChanged 13
		SP:Iteration 16Q (6416.480000 sec): 3 clusters
  Score: Raw -229476.779582 + Penalty 2547.717786 = -226929.061796
  nChanged 11
		SP:Iteration 17Q (6416.700000 sec): 3 clusters
  Score: Raw -229484.799224 + Penalty 2547.717786 = -226937.081438
  nChanged 16
		SP:Iteration 18Q (6416.900000 sec): 3 clusters
  Score: Raw -229494.649794 + Penalty 2547.717786 = -226946.932008
  nChanged 11
		SP:Iteration 19Q (6417.090000 sec): 3 clusters
  Score: Raw -229498.551480 + Penalty 2547.717786 = -226950.833695
  nChanged 7
		SP:Iteration 20F (6417.310000 sec): 3 clusters
  Score: Raw -229502.822575 + Penalty 2547.717786 = -226955.104789
  nChanged 11
		SP:Iteration 21Q (6417.530000 sec): 3 clusters
  Score: Raw -229510.994939 + Penalty 2547.717786 = -226963.277153
  nChanged 13
		SP:Iteration 22Q (6417.690000 sec): 3 clusters
  Score: Raw -229518.075336 + Penalty 2547.717786 = -226970.357550
  nChanged 8
		SP:Iteration 23Q (6417.930000 sec): 3 clusters
  Score: Raw -229524.452985 + Penalty 2547.717786 = -226976.735199
  nChanged 7
		SP:Iteration 24Q (6418.100000 sec): 3 clusters
  Score: Raw -229527.470418 + Penalty 2547.717786 = -226979.752632
  nChanged 6
		SP:Iteration 25Q (6418.270000 sec): 3 clusters
  Score: Raw -229529.926816 + Penalty 2547.717786 = -226982.209030
  nChanged 4
		SP:Iteration 26Q (6418.450000 sec): 3 clusters
  Score: Raw -229530.570741 + Penalty 2547.717786 = -226982.852955
  nChanged 2
		SP:Iteration 27Q (6418.660000 sec): 3 clusters
  Score: Raw -229532.230632 + Penalty 2547.717786 = -226984.512846
  nChanged 4
		SP:Iteration 28Q (6418.810000 sec): 3 clusters
  Score: Raw -229533.696097 + Penalty 2547.717786 = -226985.978311
  nChanged 3
		SP:Iteration 29Q (6419.000000 sec): 3 clusters
  Score: Raw -229534.671909 + Penalty 2547.717786 = -226986.954124
  nChanged 2
		SP:Iteration 30Q (6419.160000 sec): 3 clusters
  Score: Raw -229535.531888 + Penalty 2547.717786 = -226987.814103
  nChanged 2
		SP:Iteration 31Q (6419.400000 sec): 3 clusters
  Score: Raw -229536.235979 + Penalty 2547.717786 = -226988.518194
  nChanged 2
		SP:Iteration 32Q (6419.540000 sec): 3 clusters
  Score: Raw -229537.014469 + Penalty 2547.717786 = -226989.296683
  nChanged 0
		SP:Iteration 33F (6419.760000 sec): 3 clusters
  Score: Raw -229537.014469 + Penalty 2547.717786 = -226989.296683
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 37 (1750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6419.860000 sec): 2 clusters
  Score: Raw -153449.796245 + Penalty 1213.447798 = -152236.348447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6420.020000 sec): 3 clusters
  Score: Raw -152802.976705 + Penalty 2426.895597 = -150376.081109
  nChanged 628
		SP:Iteration 1F (6420.180000 sec): 3 clusters
  Score: Raw -153393.285102 + Penalty 2426.895597 = -150966.389505
  nChanged 185
		SP:Iteration 2F (6420.340000 sec): 3 clusters
  Score: Raw -153610.920582 + Penalty 2426.895597 = -151184.024985
  nChanged 112
		SP:Iteration 3F (6420.520000 sec): 3 clusters
  Score: Raw -153772.201872 + Penalty 2426.895597 = -151345.306275
  nChanged 94
		SP:Iteration 4F (6420.710000 sec): 3 clusters
  Score: Raw -153877.610473 + Penalty 2426.895597 = -151450.714877
  nChanged 75
		SP:Iteration 5Q (6420.970000 sec): 3 clusters
  Score: Raw -153969.903811 + Penalty 2426.895597 = -151543.008214
  nChanged 69
		SP:Iteration 6Q (6421.160000 sec): 3 clusters
  Score: Raw -154054.686836 + Penalty 2426.895597 = -151627.791239
  nChanged 47
		SP:Iteration 7Q (6421.330000 sec): 3 clusters
  Score: Raw -154105.834100 + Penalty 2426.895597 = -151678.938504
  nChanged 37
		SP:Iteration 8Q (6421.530000 sec): 3 clusters
  Score: Raw -154145.454782 + Penalty 2426.895597 = -151718.559186
  nChanged 25
		SP:Iteration 9Q (6421.710000 sec): 3 clusters
  Score: Raw -154166.269589 + Penalty 2426.895597 = -151739.373992
  nChanged 19
		SP:Iteration 10Q (6421.960000 sec): 3 clusters
  Score: Raw -154178.059668 + Penalty 2426.895597 = -151751.164072
  nChanged 12
		SP:Iteration 11Q (6422.130000 sec): 3 clusters
  Score: Raw -154190.337960 + Penalty 2426.895597 = -151763.442363
  nChanged 9
		SP:Iteration 12Q (6422.300000 sec): 3 clusters
  Score: Raw -154196.353936 + Penalty 2426.895597 = -151769.458339
  nChanged 5
		SP:Iteration 13Q (6422.500000 sec): 3 clusters
  Score: Raw -154198.356616 + Penalty 2426.895597 = -151771.461019
  nChanged 6
		SP:Iteration 14Q (6422.650000 sec): 3 clusters
  Score: Raw -154202.773054 + Penalty 2426.895597 = -151775.877458
  nChanged 2
		SP:Iteration 15Q (6422.820000 sec): 3 clusters
  Score: Raw -154203.842599 + Penalty 2426.895597 = -151776.947002
  nChanged 3
		SP:Iteration 16Q (6423.020000 sec): 3 clusters
  Score: Raw -154205.299103 + Penalty 2426.895597 = -151778.403506
  nChanged 4
		SP:Iteration 17Q (6423.220000 sec): 3 clusters
  Score: Raw -154207.353540 + Penalty 2426.895597 = -151780.457943
  nChanged 6
		SP:Iteration 18Q (6423.420000 sec): 3 clusters
  Score: Raw -154211.367992 + Penalty 2426.895597 = -151784.472395
  nChanged 7
		SP:Iteration 19Q (6423.550000 sec): 3 clusters
  Score: Raw -154217.143169 + Penalty 2426.895597 = -151790.247572
  nChanged 10
		SP:Iteration 20F (6423.780000 sec): 3 clusters
  Score: Raw -154229.079705 + Penalty 2426.895597 = -151802.184109
  nChanged 16
		SP:Iteration 21Q (6423.930000 sec): 3 clusters
  Score: Raw -154249.250781 + Penalty 2426.895597 = -151822.355184
  nChanged 17
		SP:Iteration 22Q (6424.120000 sec): 3 clusters
  Score: Raw -154270.286169 + Penalty 2426.895597 = -151843.390572
  nChanged 17
		SP:Iteration 23Q (6424.290000 sec): 3 clusters
  Score: Raw -154296.825419 + Penalty 2426.895597 = -151869.929823
  nChanged 23
		SP:Iteration 24Q (6424.480000 sec): 3 clusters
  Score: Raw -154331.403488 + Penalty 2426.895597 = -151904.507892
  nChanged 20
		SP:Iteration 25Q (6424.700000 sec): 3 clusters
  Score: Raw -154353.784801 + Penalty 2426.895597 = -151926.889204
  nChanged 11
		SP:Iteration 26Q (6424.840000 sec): 3 clusters
  Score: Raw -154362.633224 + Penalty 2426.895597 = -151935.737627
  nChanged 9
		SP:Iteration 27Q (6425.030000 sec): 3 clusters
  Score: Raw -154370.103999 + Penalty 2426.895597 = -151943.208402
  nChanged 6
		SP:Iteration 28Q (6425.210000 sec): 3 clusters
  Score: Raw -154373.667771 + Penalty 2426.895597 = -151946.772174
  nChanged 1
		SP:Iteration 29Q (6425.400000 sec): 3 clusters
  Score: Raw -154374.071054 + Penalty 2426.895597 = -151947.175457
  nChanged 0
		SP:Iteration 30F (6425.640000 sec): 3 clusters
  Score: Raw -154374.071054 + Penalty 2426.895597 = -151947.175457
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 38 (11491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6425.760000 sec): 2 clusters
  Score: Raw -1232731.262831 + Penalty 1519.264402 = -1231211.998428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6425.990000 sec): 3 clusters
  Score: Raw -1226074.421716 + Penalty 3038.528805 = -1223035.892911
  nChanged 5007
		SP:Iteration 1F (6426.170000 sec): 3 clusters
  Score: Raw -1228722.329001 + Penalty 3038.528805 = -1225683.800196
  nChanged 687
		SP:Iteration 2F (6426.440000 sec): 3 clusters
  Score: Raw -1228990.308409 + Penalty 3038.528805 = -1225951.779605
  nChanged 571
		SP:Iteration 3Q (6426.630000 sec): 3 clusters
  Score: Raw -1229210.205484 + Penalty 3038.528805 = -1226171.676679
  nChanged 530
		SP:Iteration 4Q (6426.890000 sec): 3 clusters
  Score: Raw -1229431.128313 + Penalty 3038.528805 = -1226392.599508
  nChanged 488
		SP:Iteration 5Q (6427.100000 sec): 3 clusters
  Score: Raw -1229662.196334 + Penalty 3038.528805 = -1226623.667529
  nChanged 510
		SP:Iteration 6Q (6427.340000 sec): 3 clusters
  Score: Raw -1229894.469352 + Penalty 3038.528805 = -1226855.940547
  nChanged 533
		SP:Iteration 7Q (6427.540000 sec): 3 clusters
  Score: Raw -1230179.309161 + Penalty 3038.528805 = -1227140.780356
  nChanged 603
		SP:Iteration 8F (6427.780000 sec): 3 clusters
  Score: Raw -1230556.828761 + Penalty 3038.528805 = -1227518.299956
  nChanged 651
		SP:Iteration 9F (6428.030000 sec): 3 clusters
  Score: Raw -1231010.844578 + Penalty 3038.528805 = -1227972.315773
  nChanged 606
		SP:Iteration 10F (6428.350000 sec): 3 clusters
  Score: Raw -1231501.897385 + Penalty 3038.528805 = -1228463.368580
  nChanged 537
		SP:Iteration 11Q (6428.620000 sec): 3 clusters
  Score: Raw -1232019.196593 + Penalty 3038.528805 = -1228980.667788
  nChanged 426
		SP:Iteration 12Q (6428.860000 sec): 3 clusters
  Score: Raw -1232453.626348 + Penalty 3038.528805 = -1229415.097544
  nChanged 309
		SP:Iteration 13Q (6429.080000 sec): 3 clusters
  Score: Raw -1232740.008760 + Penalty 3038.528805 = -1229701.479955
  nChanged 214
		SP:Iteration 14Q (6429.330000 sec): 3 clusters
  Score: Raw -1232903.852974 + Penalty 3038.528805 = -1229865.324169
  nChanged 147
		SP:Iteration 15Q (6429.540000 sec): 3 clusters
  Score: Raw -1232997.949140 + Penalty 3038.528805 = -1229959.420336
  nChanged 99
		SP:Iteration 16Q (6429.780000 sec): 3 clusters
  Score: Raw -1233055.283015 + Penalty 3038.528805 = -1230016.754210
  nChanged 89
		SP:Iteration 17Q (6429.960000 sec): 3 clusters
  Score: Raw -1233095.538451 + Penalty 3038.528805 = -1230057.009646
  nChanged 64
		SP:Iteration 18Q (6430.190000 sec): 3 clusters
  Score: Raw -1233122.732930 + Penalty 3038.528805 = -1230084.204125
  nChanged 44
		SP:Iteration 19Q (6430.420000 sec): 3 clusters
  Score: Raw -1233137.962226 + Penalty 3038.528805 = -1230099.433422
  nChanged 31
		SP:Iteration 20F (6430.630000 sec): 3 clusters
  Score: Raw -1233149.205238 + Penalty 3038.528805 = -1230110.676433
  nChanged 21
		SP:Iteration 21Q (6430.880000 sec): 3 clusters
  Score: Raw -1233154.668289 + Penalty 3038.528805 = -1230116.139485
  nChanged 15
		SP:Iteration 22Q (6431.100000 sec): 3 clusters
  Score: Raw -1233158.932023 + Penalty 3038.528805 = -1230120.403218
  nChanged 6
		SP:Iteration 23Q (6431.350000 sec): 3 clusters
  Score: Raw -1233160.332070 + Penalty 3038.528805 = -1230121.803265
  nChanged 6
		SP:Iteration 24Q (6431.580000 sec): 3 clusters
  Score: Raw -1233161.458397 + Penalty 3038.528805 = -1230122.929592
  nChanged 5
		SP:Iteration 25Q (6431.840000 sec): 3 clusters
  Score: Raw -1233162.785870 + Penalty 3038.528805 = -1230124.257065
  nChanged 5
		SP:Iteration 26Q (6432.080000 sec): 3 clusters
  Score: Raw -1233164.351944 + Penalty 3038.528805 = -1230125.823139
  nChanged 3
		SP:Iteration 27Q (6432.310000 sec): 3 clusters
  Score: Raw -1233164.691523 + Penalty 3038.528805 = -1230126.162718
  nChanged 3
		SP:Iteration 28Q (6432.530000 sec): 3 clusters
  Score: Raw -1233165.876574 + Penalty 3038.528805 = -1230127.347769
  nChanged 7
		SP:Iteration 29Q (6432.770000 sec): 3 clusters
  Score: Raw -1233167.737631 + Penalty 3038.528805 = -1230129.208826
  nChanged 4
		SP:Iteration 30Q (6433.020000 sec): 3 clusters
  Score: Raw -1233168.312389 + Penalty 3038.528805 = -1230129.783585
  nChanged 3
		SP:Iteration 31Q (6433.230000 sec): 3 clusters
  Score: Raw -1233168.620210 + Penalty 3038.528805 = -1230130.091405
  nChanged 1
		SP:Iteration 32Q (6433.460000 sec): 3 clusters
  Score: Raw -1233168.828748 + Penalty 3038.528805 = -1230130.299943
  nChanged 2
		SP:Iteration 33Q (6433.730000 sec): 3 clusters
  Score: Raw -1233169.363439 + Penalty 3038.528805 = -1230130.834635
  nChanged 1
		SP:Iteration 34Q (6433.960000 sec): 3 clusters
  Score: Raw -1233169.441937 + Penalty 3038.528805 = -1230130.913133
  nChanged 0
		SP:Iteration 35F (6434.200000 sec): 3 clusters
  Score: Raw -1233169.441937 + Penalty 3038.528805 = -1230130.913133
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 39 (5724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6434.320000 sec): 2 clusters
  Score: Raw -555951.859475 + Penalty 1406.018760 = -554545.840715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6434.550000 sec): 3 clusters
  Score: Raw -552971.162923 + Penalty 2812.037521 = -550159.125402
  nChanged 2339
		SP:Iteration 1F (6434.750000 sec): 3 clusters
  Score: Raw -554383.106397 + Penalty 2812.037521 = -551571.068876
  nChanged 460
		SP:Iteration 2F (6434.970000 sec): 3 clusters
  Score: Raw -554670.236861 + Penalty 2812.037521 = -551858.199340
  nChanged 349
		SP:Iteration 3F (6435.120000 sec): 3 clusters
  Score: Raw -554895.183673 + Penalty 2812.037521 = -552083.146152
  nChanged 307
		SP:Iteration 4F (6435.370000 sec): 3 clusters
  Score: Raw -555103.820557 + Penalty 2812.037521 = -552291.783036
  nChanged 274
		SP:Iteration 5Q (6435.510000 sec): 3 clusters
  Score: Raw -555290.823244 + Penalty 2812.037521 = -552478.785724
  nChanged 264
		SP:Iteration 6Q (6435.750000 sec): 3 clusters
  Score: Raw -555479.904540 + Penalty 2812.037521 = -552667.867020
  nChanged 246
		SP:Iteration 7Q (6435.970000 sec): 3 clusters
  Score: Raw -555663.376363 + Penalty 2812.037521 = -552851.338842
  nChanged 239
		SP:Iteration 8Q (6436.220000 sec): 3 clusters
  Score: Raw -555848.421809 + Penalty 2812.037521 = -553036.384288
  nChanged 179
		SP:Iteration 9Q (6436.460000 sec): 3 clusters
  Score: Raw -555974.584400 + Penalty 2812.037521 = -553162.546879
  nChanged 141
		SP:Iteration 10Q (6436.660000 sec): 3 clusters
  Score: Raw -556072.231684 + Penalty 2812.037521 = -553260.194163
  nChanged 94
		SP:Iteration 11Q (6436.890000 sec): 3 clusters
  Score: Raw -556138.291020 + Penalty 2812.037521 = -553326.253499
  nChanged 89
		SP:Iteration 12Q (6437.120000 sec): 3 clusters
  Score: Raw -556195.146536 + Penalty 2812.037521 = -553383.109015
  nChanged 76
		SP:Iteration 13Q (6437.370000 sec): 3 clusters
  Score: Raw -556233.879210 + Penalty 2812.037521 = -553421.841689
  nChanged 57
		SP:Iteration 14Q (6437.570000 sec): 3 clusters
  Score: Raw -556255.789458 + Penalty 2812.037521 = -553443.751938
  nChanged 45
		SP:Iteration 15Q (6437.780000 sec): 3 clusters
  Score: Raw -556273.010320 + Penalty 2812.037521 = -553460.972799
  nChanged 33
		SP:Iteration 16Q (6437.990000 sec): 3 clusters
  Score: Raw -556282.264772 + Penalty 2812.037521 = -553470.227251
  nChanged 25
		SP:Iteration 17Q (6438.190000 sec): 3 clusters
  Score: Raw -556289.122082 + Penalty 2812.037521 = -553477.084562
  nChanged 25
		SP:Iteration 18Q (6438.430000 sec): 3 clusters
  Score: Raw -556295.826364 + Penalty 2812.037521 = -553483.788843
  nChanged 17
		SP:Iteration 19Q (6438.590000 sec): 3 clusters
  Score: Raw -556300.312375 + Penalty 2812.037521 = -553488.274854
  nChanged 16
		SP:Iteration 20F (6438.780000 sec): 3 clusters
  Score: Raw -556305.788513 + Penalty 2812.037521 = -553493.750992
  nChanged 13
		SP:Iteration 21Q (6438.970000 sec): 3 clusters
  Score: Raw -556310.848403 + Penalty 2812.037521 = -553498.810882
  nChanged 9
		SP:Iteration 22Q (6439.210000 sec): 3 clusters
  Score: Raw -556314.085086 + Penalty 2812.037521 = -553502.047565
  nChanged 7
		SP:Iteration 23Q (6439.400000 sec): 3 clusters
  Score: Raw -556316.194410 + Penalty 2812.037521 = -553504.156889
  nChanged 5
		SP:Iteration 24Q (6439.600000 sec): 3 clusters
  Score: Raw -556317.306227 + Penalty 2812.037521 = -553505.268707
  nChanged 6
		SP:Iteration 25Q (6439.830000 sec): 3 clusters
  Score: Raw -556318.125398 + Penalty 2812.037521 = -553506.087877
  nChanged 2
		SP:Iteration 26Q (6440.030000 sec): 3 clusters
  Score: Raw -556318.280016 + Penalty 2812.037521 = -553506.242495
  nChanged 1
		SP:Iteration 27Q (6440.260000 sec): 3 clusters
  Score: Raw -556318.412363 + Penalty 2812.037521 = -553506.374843
  nChanged 1
		SP:Iteration 28Q (6440.450000 sec): 3 clusters
  Score: Raw -556318.817383 + Penalty 2812.037521 = -553506.779862
  nChanged 2
		SP:Iteration 29Q (6440.660000 sec): 3 clusters
  Score: Raw -556319.254598 + Penalty 2812.037521 = -553507.217077
  nChanged 0
		SP:Iteration 30F (6440.890000 sec): 3 clusters
  Score: Raw -556319.254598 + Penalty 2812.037521 = -553507.217077
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 40 (3145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6440.990000 sec): 2 clusters
  Score: Raw -298089.474901 + Penalty 1308.704990 = -296780.769911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6441.150000 sec): 3 clusters
  Score: Raw -296620.098624 + Penalty 2617.409980 = -294002.688644
  nChanged 1188
		SP:Iteration 1F (6441.290000 sec): 3 clusters
  Score: Raw -297369.563981 + Penalty 2617.409980 = -294752.154001
  nChanged 276
		SP:Iteration 2F (6441.450000 sec): 3 clusters
  Score: Raw -297554.999042 + Penalty 2617.409980 = -294937.589062
  nChanged 186
		SP:Iteration 3F (6441.630000 sec): 3 clusters
  Score: Raw -297680.019401 + Penalty 2617.409980 = -295062.609421
  nChanged 145
		SP:Iteration 4Q (6441.810000 sec): 3 clusters
  Score: Raw -297780.590116 + Penalty 2617.409980 = -295163.180136
  nChanged 119
		SP:Iteration 5Q (6441.960000 sec): 3 clusters
  Score: Raw -297862.531076 + Penalty 2617.409980 = -295245.121096
  nChanged 92
		SP:Iteration 6Q (6442.190000 sec): 3 clusters
  Score: Raw -297918.947446 + Penalty 2617.409980 = -295301.537466
  nChanged 79
		SP:Iteration 7Q (6442.340000 sec): 3 clusters
  Score: Raw -297954.705023 + Penalty 2617.409980 = -295337.295043
  nChanged 51
		SP:Iteration 8Q (6442.510000 sec): 3 clusters
  Score: Raw -297975.061959 + Penalty 2617.409980 = -295357.651979
  nChanged 23
		SP:Iteration 9Q (6442.730000 sec): 3 clusters
  Score: Raw -297984.006938 + Penalty 2617.409980 = -295366.596958
  nChanged 27
		SP:Iteration 10Q (6442.940000 sec): 3 clusters
  Score: Raw -297994.737967 + Penalty 2617.409980 = -295377.327987
  nChanged 25
		SP:Iteration 11Q (6443.140000 sec): 3 clusters
  Score: Raw -298004.024750 + Penalty 2617.409980 = -295386.614770
  nChanged 22
		SP:Iteration 12Q (6443.320000 sec): 3 clusters
  Score: Raw -298012.544569 + Penalty 2617.409980 = -295395.134589
  nChanged 28
		SP:Iteration 13Q (6443.510000 sec): 3 clusters
  Score: Raw -298024.012206 + Penalty 2617.409980 = -295406.602226
  nChanged 25
		SP:Iteration 14Q (6443.710000 sec): 3 clusters
  Score: Raw -298031.197359 + Penalty 2617.409980 = -295413.787379
  nChanged 19
		SP:Iteration 15Q (6443.930000 sec): 3 clusters
  Score: Raw -298038.012991 + Penalty 2617.409980 = -295420.603011
  nChanged 25
		SP:Iteration 16Q (6444.120000 sec): 3 clusters
  Score: Raw -298044.524598 + Penalty 2617.409980 = -295427.114618
  nChanged 20
		SP:Iteration 17Q (6444.270000 sec): 3 clusters
  Score: Raw -298050.414222 + Penalty 2617.409980 = -295433.004242
  nChanged 19
		SP:Iteration 18Q (6444.430000 sec): 3 clusters
  Score: Raw -298056.010284 + Penalty 2617.409980 = -295438.600304
  nChanged 21
		SP:Iteration 19Q (6444.580000 sec): 3 clusters
  Score: Raw -298063.035365 + Penalty 2617.409980 = -295445.625385
  nChanged 22
		SP:Iteration 20F (6444.790000 sec): 3 clusters
  Score: Raw -298070.493635 + Penalty 2617.409980 = -295453.083655
  nChanged 27
		SP:Iteration 21Q (6444.960000 sec): 3 clusters
  Score: Raw -298082.472904 + Penalty 2617.409980 = -295465.062924
  nChanged 37
		SP:Iteration 22Q (6445.130000 sec): 3 clusters
  Score: Raw -298096.930777 + Penalty 2617.409980 = -295479.520797
  nChanged 31
		SP:Iteration 23Q (6445.320000 sec): 3 clusters
  Score: Raw -298107.736948 + Penalty 2617.409980 = -295490.326968
  nChanged 23
		SP:Iteration 24Q (6445.490000 sec): 3 clusters
  Score: Raw -298117.437993 + Penalty 2617.409980 = -295500.028013
  nChanged 31
		SP:Iteration 25Q (6445.630000 sec): 3 clusters
  Score: Raw -298131.354643 + Penalty 2617.409980 = -295513.944663
  nChanged 49
		SP:Iteration 26Q (6445.860000 sec): 3 clusters
  Score: Raw -298151.216158 + Penalty 2617.409980 = -295533.806178
  nChanged 52
		SP:Iteration 27Q (6446.020000 sec): 3 clusters
  Score: Raw -298174.837483 + Penalty 2617.409980 = -295557.427503
  nChanged 48
		SP:Iteration 28Q (6446.190000 sec): 3 clusters
  Score: Raw -298199.147850 + Penalty 2617.409980 = -295581.737870
  nChanged 44
		SP:Iteration 29Q (6446.370000 sec): 3 clusters
  Score: Raw -298221.903074 + Penalty 2617.409980 = -295604.493094
  nChanged 42
		SP:Iteration 30Q (6446.550000 sec): 3 clusters
  Score: Raw -298245.493353 + Penalty 2617.409980 = -295628.083373
  nChanged 49
		SP:Iteration 31Q (6446.790000 sec): 3 clusters
  Score: Raw -298271.976190 + Penalty 2617.409980 = -295654.566210
  nChanged 41
		SP:Iteration 32Q (6446.960000 sec): 3 clusters
  Score: Raw -298292.447709 + Penalty 2617.409980 = -295675.037729
  nChanged 44
		SP:Iteration 33Q (6447.200000 sec): 3 clusters
  Score: Raw -298311.843225 + Penalty 2617.409980 = -295694.433245
  nChanged 43
		SP:Iteration 34Q (6447.390000 sec): 3 clusters
  Score: Raw -298330.903721 + Penalty 2617.409980 = -295713.493741
  nChanged 40
		SP:Iteration 35Q (6447.540000 sec): 3 clusters
  Score: Raw -298348.500487 + Penalty 2617.409980 = -295731.090507
  nChanged 35
		SP:Iteration 36Q (6447.720000 sec): 3 clusters
  Score: Raw -298369.658225 + Penalty 2617.409980 = -295752.248245
  nChanged 30
		SP:Iteration 37Q (6447.920000 sec): 3 clusters
  Score: Raw -298390.115235 + Penalty 2617.409980 = -295772.705255
  nChanged 28
		SP:Iteration 38Q (6448.110000 sec): 3 clusters
  Score: Raw -298406.049984 + Penalty 2617.409980 = -295788.640004
  nChanged 27
		SP:Iteration 39Q (6448.320000 sec): 3 clusters
  Score: Raw -298421.432966 + Penalty 2617.409980 = -295804.022986
  nChanged 28
		SP:Iteration 40F (6448.510000 sec): 3 clusters
  Score: Raw -298439.536982 + Penalty 2617.409980 = -295822.127002
  nChanged 33
		SP:Iteration 41Q (6448.760000 sec): 3 clusters
  Score: Raw -298463.490245 + Penalty 2617.409980 = -295846.080265
  nChanged 39
		SP:Iteration 42Q (6448.970000 sec): 3 clusters
  Score: Raw -298500.462481 + Penalty 2617.409980 = -295883.052501
  nChanged 42
		SP:Iteration 43Q (6449.150000 sec): 3 clusters
  Score: Raw -298544.998929 + Penalty 2617.409980 = -295927.588949
  nChanged 43
		SP:Iteration 44Q (6449.350000 sec): 3 clusters
  Score: Raw -298584.778678 + Penalty 2617.409980 = -295967.368698
  nChanged 31
		SP:Iteration 45Q (6449.540000 sec): 3 clusters
  Score: Raw -298606.340354 + Penalty 2617.409980 = -295988.930374
  nChanged 28
		SP:Iteration 46Q (6449.730000 sec): 3 clusters
  Score: Raw -298626.472739 + Penalty 2617.409980 = -296009.062759
  nChanged 17
		SP:Iteration 47Q (6449.900000 sec): 3 clusters
  Score: Raw -298634.215063 + Penalty 2617.409980 = -296016.805083
  nChanged 8
		SP:Iteration 48Q (6450.040000 sec): 3 clusters
  Score: Raw -298639.085741 + Penalty 2617.409980 = -296021.675761
  nChanged 7
		SP:Iteration 49Q (6450.230000 sec): 3 clusters
  Score: Raw -298642.703907 + Penalty 2617.409980 = -296025.293927
  nChanged 7
		SP:Iteration 50Q (6450.370000 sec): 3 clusters
  Score: Raw -298644.997398 + Penalty 2617.409980 = -296027.587418
  nChanged 3
		SP:Iteration 51Q (6450.560000 sec): 3 clusters
  Score: Raw -298648.379232 + Penalty 2617.409980 = -296030.969252
  nChanged 6
		SP:Iteration 52Q (6450.720000 sec): 3 clusters
  Score: Raw -298651.554398 + Penalty 2617.409980 = -296034.144418
  nChanged 5
		SP:Iteration 53Q (6450.890000 sec): 3 clusters
  Score: Raw -298654.721510 + Penalty 2617.409980 = -296037.311530
  nChanged 4
		SP:Iteration 54Q (6451.070000 sec): 3 clusters
  Score: Raw -298656.478973 + Penalty 2617.409980 = -296039.068993
  nChanged 6
		SP:Iteration 55Q (6451.230000 sec): 3 clusters
  Score: Raw -298659.678568 + Penalty 2617.409980 = -296042.268588
  nChanged 8
		SP:Iteration 56Q (6451.390000 sec): 3 clusters
  Score: Raw -298662.963187 + Penalty 2617.409980 = -296045.553207
  nChanged 2
		SP:Iteration 57Q (6451.600000 sec): 3 clusters
  Score: Raw -298663.667752 + Penalty 2617.409980 = -296046.257772
  nChanged 3
		SP:Iteration 58Q (6451.830000 sec): 3 clusters
  Score: Raw -298664.679341 + Penalty 2617.409980 = -296047.269361
  nChanged 1
		SP:Iteration 59Q (6452.010000 sec): 3 clusters
  Score: Raw -298664.806101 + Penalty 2617.409980 = -296047.396121
  nChanged 0
		SP:Iteration 60F (6452.170000 sec): 3 clusters
  Score: Raw -298664.806101 + Penalty 2617.409980 = -296047.396121
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 41 (7807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6452.310000 sec): 2 clusters
  Score: Raw -767018.610598 + Penalty 1456.451107 = -765562.159491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6452.550000 sec): 3 clusters
  Score: Raw -762750.118445 + Penalty 2912.902215 = -759837.216230
  nChanged 3291
		SP:Iteration 1F (6452.780000 sec): 3 clusters
  Score: Raw -764496.122973 + Penalty 2912.902215 = -761583.220758
  nChanged 448
		SP:Iteration 2F (6453.040000 sec): 3 clusters
  Score: Raw -764682.753683 + Penalty 2912.902215 = -761769.851468
  nChanged 346
		SP:Iteration 3Q (6453.280000 sec): 3 clusters
  Score: Raw -764827.135913 + Penalty 2912.902215 = -761914.233698
  nChanged 315
		SP:Iteration 4Q (6453.450000 sec): 3 clusters
  Score: Raw -764942.515920 + Penalty 2912.902215 = -762029.613705
  nChanged 265
		SP:Iteration 5Q (6453.710000 sec): 3 clusters
  Score: Raw -765061.325606 + Penalty 2912.902215 = -762148.423391
  nChanged 279
		SP:Iteration 6Q (6453.900000 sec): 3 clusters
  Score: Raw -765192.783419 + Penalty 2912.902215 = -762279.881204
  nChanged 277
		SP:Iteration 7Q (6454.160000 sec): 3 clusters
  Score: Raw -765347.382474 + Penalty 2912.902215 = -762434.480259
  nChanged 326
		SP:Iteration 8Q (6454.410000 sec): 3 clusters
  Score: Raw -765564.340864 + Penalty 2912.902215 = -762651.438649
  nChanged 347
		SP:Iteration 9Q (6454.670000 sec): 3 clusters
  Score: Raw -765803.690366 + Penalty 2912.902215 = -762890.788151
  nChanged 344
		SP:Iteration 10Q (6454.930000 sec): 3 clusters
  Score: Raw -766045.804516 + Penalty 2912.902215 = -763132.902301
  nChanged 361
		SP:Iteration 11Q (6455.180000 sec): 3 clusters
  Score: Raw -766302.505460 + Penalty 2912.902215 = -763389.603245
  nChanged 313
		SP:Iteration 12Q (6455.380000 sec): 3 clusters
  Score: Raw -766505.580219 + Penalty 2912.902215 = -763592.678004
  nChanged 269
		SP:Iteration 13Q (6455.580000 sec): 3 clusters
  Score: Raw -766651.997218 + Penalty 2912.902215 = -763739.095003
  nChanged 201
		SP:Iteration 14Q (6455.810000 sec): 3 clusters
  Score: Raw -766744.109988 + Penalty 2912.902215 = -763831.207773
  nChanged 169
		SP:Iteration 15Q (6456.040000 sec): 3 clusters
  Score: Raw -766804.115745 + Penalty 2912.902215 = -763891.213530
  nChanged 136
		SP:Iteration 16Q (6456.220000 sec): 3 clusters
  Score: Raw -766848.356321 + Penalty 2912.902215 = -763935.454106
  nChanged 98
		SP:Iteration 17Q (6456.410000 sec): 3 clusters
  Score: Raw -766877.936286 + Penalty 2912.902215 = -763965.034071
  nChanged 90
		SP:Iteration 18Q (6456.630000 sec): 3 clusters
  Score: Raw -766898.327625 + Penalty 2912.902215 = -763985.425410
  nChanged 76
		SP:Iteration 19Q (6456.850000 sec): 3 clusters
  Score: Raw -766913.579975 + Penalty 2912.902215 = -764000.677760
  nChanged 42
		SP:Iteration 20F (6457.090000 sec): 3 clusters
  Score: Raw -766924.748474 + Penalty 2912.902215 = -764011.846259
  nChanged 45
		SP:Iteration 21Q (6457.360000 sec): 3 clusters
  Score: Raw -766936.992926 + Penalty 2912.902215 = -764024.090711
  nChanged 36
		SP:Iteration 22Q (6457.570000 sec): 3 clusters
  Score: Raw -766949.368660 + Penalty 2912.902215 = -764036.466445
  nChanged 35
		SP:Iteration 23Q (6457.790000 sec): 3 clusters
  Score: Raw -766959.788546 + Penalty 2912.902215 = -764046.886331
  nChanged 28
		SP:Iteration 24Q (6457.980000 sec): 3 clusters
  Score: Raw -766965.434041 + Penalty 2912.902215 = -764052.531826
  nChanged 27
		SP:Iteration 25Q (6458.210000 sec): 3 clusters
  Score: Raw -766970.638381 + Penalty 2912.902215 = -764057.736166
  nChanged 22
		SP:Iteration 26Q (6458.380000 sec): 3 clusters
  Score: Raw -766975.111915 + Penalty 2912.902215 = -764062.209700
  nChanged 27
		SP:Iteration 27Q (6458.550000 sec): 3 clusters
  Score: Raw -766980.033812 + Penalty 2912.902215 = -764067.131597
  nChanged 15
		SP:Iteration 28Q (6458.770000 sec): 3 clusters
  Score: Raw -766982.301363 + Penalty 2912.902215 = -764069.399148
  nChanged 8
		SP:Iteration 29Q (6458.950000 sec): 3 clusters
  Score: Raw -766983.501427 + Penalty 2912.902215 = -764070.599212
  nChanged 9
		SP:Iteration 30Q (6459.130000 sec): 3 clusters
  Score: Raw -766985.431733 + Penalty 2912.902215 = -764072.529518
  nChanged 9
		SP:Iteration 31Q (6459.360000 sec): 3 clusters
  Score: Raw -766986.733434 + Penalty 2912.902215 = -764073.831219
  nChanged 4
		SP:Iteration 32Q (6459.580000 sec): 3 clusters
  Score: Raw -766987.352528 + Penalty 2912.902215 = -764074.450313
  nChanged 4
		SP:Iteration 33Q (6459.790000 sec): 3 clusters
  Score: Raw -766987.762751 + Penalty 2912.902215 = -764074.860536
  nChanged 5
		SP:Iteration 34Q (6459.990000 sec): 3 clusters
  Score: Raw -766988.617703 + Penalty 2912.902215 = -764075.715488
  nChanged 8
		SP:Iteration 35Q (6460.210000 sec): 3 clusters
  Score: Raw -766989.844417 + Penalty 2912.902215 = -764076.942202
  nChanged 10
		SP:Iteration 36Q (6460.420000 sec): 3 clusters
  Score: Raw -766991.142003 + Penalty 2912.902215 = -764078.239788
  nChanged 10
		SP:Iteration 37Q (6460.610000 sec): 3 clusters
  Score: Raw -766991.906342 + Penalty 2912.902215 = -764079.004127
  nChanged 7
		SP:Iteration 38Q (6460.880000 sec): 3 clusters
  Score: Raw -766992.407079 + Penalty 2912.902215 = -764079.504864
  nChanged 6
		SP:Iteration 39Q (6461.160000 sec): 3 clusters
  Score: Raw -766992.989536 + Penalty 2912.902215 = -764080.087321
  nChanged 5
		SP:Iteration 40F (6461.380000 sec): 3 clusters
  Score: Raw -766993.539155 + Penalty 2912.902215 = -764080.636940
  nChanged 5
		SP:Iteration 41Q (6461.590000 sec): 3 clusters
  Score: Raw -766993.947251 + Penalty 2912.902215 = -764081.045036
  nChanged 5
		SP:Iteration 42Q (6461.840000 sec): 3 clusters
  Score: Raw -766994.691462 + Penalty 2912.902215 = -764081.789247
  nChanged 10
		SP:Iteration 43Q (6462.100000 sec): 3 clusters
  Score: Raw -766996.177938 + Penalty 2912.902215 = -764083.275723
  nChanged 9
		SP:Iteration 44Q (6462.360000 sec): 3 clusters
  Score: Raw -766997.104026 + Penalty 2912.902215 = -764084.201811
  nChanged 6
		SP:Iteration 45Q (6462.590000 sec): 3 clusters
  Score: Raw -766997.766017 + Penalty 2912.902215 = -764084.863803
  nChanged 4
		SP:Iteration 46Q (6462.760000 sec): 3 clusters
  Score: Raw -766998.276669 + Penalty 2912.902215 = -764085.374454
  nChanged 4
		SP:Iteration 47Q (6462.970000 sec): 3 clusters
  Score: Raw -766998.845201 + Penalty 2912.902215 = -764085.942986
  nChanged 3
		SP:Iteration 48Q (6463.150000 sec): 3 clusters
  Score: Raw -766999.389968 + Penalty 2912.902215 = -764086.487753
  nChanged 6
		SP:Iteration 49Q (6463.420000 sec): 3 clusters
  Score: Raw -767000.213328 + Penalty 2912.902215 = -764087.311113
  nChanged 6
		SP:Iteration 50Q (6463.610000 sec): 3 clusters
  Score: Raw -767001.590892 + Penalty 2912.902215 = -764088.688677
  nChanged 8
		SP:Iteration 51Q (6463.850000 sec): 3 clusters
  Score: Raw -767002.644178 + Penalty 2912.902215 = -764089.741963
  nChanged 5
		SP:Iteration 52Q (6464.120000 sec): 3 clusters
  Score: Raw -767003.260138 + Penalty 2912.902215 = -764090.357923
  nChanged 6
		SP:Iteration 53Q (6464.360000 sec): 3 clusters
  Score: Raw -767004.189568 + Penalty 2912.902215 = -764091.287353
  nChanged 5
		SP:Iteration 54Q (6464.610000 sec): 3 clusters
  Score: Raw -767005.193202 + Penalty 2912.902215 = -764092.290987
  nChanged 9
		SP:Iteration 55Q (6464.840000 sec): 3 clusters
  Score: Raw -767006.384449 + Penalty 2912.902215 = -764093.482234
  nChanged 4
		SP:Iteration 56Q (6465.060000 sec): 3 clusters
  Score: Raw -767006.804193 + Penalty 2912.902215 = -764093.901978
  nChanged 2
		SP:Iteration 57Q (6465.250000 sec): 3 clusters
  Score: Raw -767007.173631 + Penalty 2912.902215 = -764094.271416
  nChanged 4
		SP:Iteration 58Q (6465.550000 sec): 3 clusters
  Score: Raw -767008.093336 + Penalty 2912.902215 = -764095.191121
  nChanged 7
		SP:Iteration 59Q (6465.790000 sec): 3 clusters
  Score: Raw -767009.062393 + Penalty 2912.902215 = -764096.160178
  nChanged 5
		SP:Iteration 60F (6465.980000 sec): 3 clusters
  Score: Raw -767010.272666 + Penalty 2912.902215 = -764097.370451
  nChanged 5
		SP:Iteration 61Q (6466.190000 sec): 3 clusters
  Score: Raw -767011.048047 + Penalty 2912.902215 = -764098.145832
  nChanged 5
		SP:Iteration 62Q (6466.440000 sec): 3 clusters
  Score: Raw -767012.075666 + Penalty 2912.902215 = -764099.173451
  nChanged 5
		SP:Iteration 63Q (6466.660000 sec): 3 clusters
  Score: Raw -767013.603633 + Penalty 2912.902215 = -764100.701418
  nChanged 8
		SP:Iteration 64Q (6466.900000 sec): 3 clusters
  Score: Raw -767015.237413 + Penalty 2912.902215 = -764102.335198
  nChanged 8
		SP:Iteration 65Q (6467.080000 sec): 3 clusters
  Score: Raw -767017.020566 + Penalty 2912.902215 = -764104.118351
  nChanged 10
		SP:Iteration 66Q (6467.330000 sec): 3 clusters
  Score: Raw -767018.473424 + Penalty 2912.902215 = -764105.571209
  nChanged 11
		SP:Iteration 67Q (6467.530000 sec): 3 clusters
  Score: Raw -767020.414188 + Penalty 2912.902215 = -764107.511973
  nChanged 20
		SP:Iteration 68Q (6467.720000 sec): 3 clusters
  Score: Raw -767024.971118 + Penalty 2912.902215 = -764112.068903
  nChanged 27
		SP:Iteration 69Q (6467.930000 sec): 3 clusters
  Score: Raw -767030.622215 + Penalty 2912.902215 = -764117.720000
  nChanged 26
		SP:Iteration 70Q (6468.140000 sec): 3 clusters
  Score: Raw -767035.805393 + Penalty 2912.902215 = -764122.903178
  nChanged 24
		SP:Iteration 71Q (6468.380000 sec): 3 clusters
  Score: Raw -767040.357726 + Penalty 2912.902215 = -764127.455511
  nChanged 20
		SP:Iteration 72Q (6468.540000 sec): 3 clusters
  Score: Raw -767043.673506 + Penalty 2912.902215 = -764130.771291
  nChanged 15
		SP:Iteration 73Q (6468.770000 sec): 3 clusters
  Score: Raw -767045.766371 + Penalty 2912.902215 = -764132.864156
  nChanged 10
		SP:Iteration 74Q (6468.980000 sec): 3 clusters
  Score: Raw -767047.534462 + Penalty 2912.902215 = -764134.632247
  nChanged 9
		SP:Iteration 75Q (6469.190000 sec): 3 clusters
  Score: Raw -767049.460333 + Penalty 2912.902215 = -764136.558118
  nChanged 14
		SP:Iteration 76Q (6469.400000 sec): 3 clusters
  Score: Raw -767051.973066 + Penalty 2912.902215 = -764139.070851
  nChanged 15
		SP:Iteration 77Q (6469.650000 sec): 3 clusters
  Score: Raw -767054.275984 + Penalty 2912.902215 = -764141.373769
  nChanged 17
		SP:Iteration 78Q (6469.910000 sec): 3 clusters
  Score: Raw -767056.826094 + Penalty 2912.902215 = -764143.923879
  nChanged 8
		SP:Iteration 79Q (6470.110000 sec): 3 clusters
  Score: Raw -767058.090357 + Penalty 2912.902215 = -764145.188142
  nChanged 6
		SP:Iteration 80F (6470.350000 sec): 3 clusters
  Score: Raw -767059.225633 + Penalty 2912.902215 = -764146.323418
  nChanged 8
		SP:Iteration 81Q (6470.570000 sec): 3 clusters
  Score: Raw -767060.444327 + Penalty 2912.902215 = -764147.542112
  nChanged 8
		SP:Iteration 82Q (6470.790000 sec): 3 clusters
  Score: Raw -767062.115864 + Penalty 2912.902215 = -764149.213649
  nChanged 15
		SP:Iteration 83Q (6471.080000 sec): 3 clusters
  Score: Raw -767065.368970 + Penalty 2912.902215 = -764152.466755
  nChanged 19
		SP:Iteration 84Q (6471.240000 sec): 3 clusters
  Score: Raw -767070.296473 + Penalty 2912.902215 = -764157.394258
  nChanged 21
		SP:Iteration 85Q (6471.460000 sec): 3 clusters
  Score: Raw -767076.912418 + Penalty 2912.902215 = -764164.010203
  nChanged 25
		SP:Iteration 86Q (6471.710000 sec): 3 clusters
  Score: Raw -767083.048737 + Penalty 2912.902215 = -764170.146522
  nChanged 27
		SP:Iteration 87Q (6471.930000 sec): 3 clusters
  Score: Raw -767088.167401 + Penalty 2912.902215 = -764175.265186
  nChanged 18
		SP:Iteration 88Q (6472.120000 sec): 3 clusters
  Score: Raw -767091.688057 + Penalty 2912.902215 = -764178.785842
  nChanged 18
		SP:Iteration 89Q (6472.300000 sec): 3 clusters
  Score: Raw -767097.777720 + Penalty 2912.902215 = -764184.875505
  nChanged 31
		SP:Iteration 90Q (6472.540000 sec): 3 clusters
  Score: Raw -767109.374013 + Penalty 2912.902215 = -764196.471798
  nChanged 34
		SP:Iteration 91Q (6472.760000 sec): 3 clusters
  Score: Raw -767120.615188 + Penalty 2912.902215 = -764207.712973
  nChanged 38
		SP:Iteration 92Q (6472.950000 sec): 3 clusters
  Score: Raw -767141.574246 + Penalty 2912.902215 = -764228.672031
  nChanged 63
		SP:Iteration 93Q (6473.210000 sec): 3 clusters
  Score: Raw -767180.471828 + Penalty 2912.902215 = -764267.569613
  nChanged 58
		SP:Iteration 94Q (6473.400000 sec): 3 clusters
  Score: Raw -767219.588796 + Penalty 2912.902215 = -764306.686581
  nChanged 63
		SP:Iteration 95Q (6473.590000 sec): 3 clusters
  Score: Raw -767282.893334 + Penalty 2912.902215 = -764369.991119
  nChanged 73
		SP:Iteration 96Q (6473.820000 sec): 3 clusters
  Score: Raw -767338.935890 + Penalty 2912.902215 = -764426.033675
  nChanged 73
		SP:Iteration 97Q (6474.050000 sec): 3 clusters
  Score: Raw -767386.047449 + Penalty 2912.902215 = -764473.145234
  nChanged 59
		SP:Iteration 98Q (6474.280000 sec): 3 clusters
  Score: Raw -767419.292773 + Penalty 2912.902215 = -764506.390558
  nChanged 60
		SP:Iteration 99Q (6474.500000 sec): 3 clusters
  Score: Raw -767447.302542 + Penalty 2912.902215 = -764534.400327
  nChanged 54
		SP:Iteration 100F (6474.760000 sec): 3 clusters
  Score: Raw -767471.354345 + Penalty 2912.902215 = -764558.452130
  nChanged 55
		SP:Iteration 101Q (6474.930000 sec): 3 clusters
  Score: Raw -767492.533485 + Penalty 2912.902215 = -764579.631270
  nChanged 32
		SP:Iteration 102Q (6475.190000 sec): 3 clusters
  Score: Raw -767504.275370 + Penalty 2912.902215 = -764591.373155
  nChanged 20
		SP:Iteration 103Q (6475.420000 sec): 3 clusters
  Score: Raw -767509.524149 + Penalty 2912.902215 = -764596.621934
  nChanged 11
		SP:Iteration 104Q (6475.620000 sec): 3 clusters
  Score: Raw -767513.088972 + Penalty 2912.902215 = -764600.186757
  nChanged 10
		SP:Iteration 105Q (6475.840000 sec): 3 clusters
  Score: Raw -767516.568713 + Penalty 2912.902215 = -764603.666498
  nChanged 15
		SP:Iteration 106Q (6476.030000 sec): 3 clusters
  Score: Raw -767522.550621 + Penalty 2912.902215 = -764609.648406
  nChanged 14
		SP:Iteration 107Q (6476.250000 sec): 3 clusters
  Score: Raw -767525.487753 + Penalty 2912.902215 = -764612.585538
  nChanged 8
		SP:Iteration 108Q (6476.430000 sec): 3 clusters
  Score: Raw -767527.286425 + Penalty 2912.902215 = -764614.384210
  nChanged 5
		SP:Iteration 109Q (6476.640000 sec): 3 clusters
  Score: Raw -767528.586360 + Penalty 2912.902215 = -764615.684145
  nChanged 7
		SP:Iteration 110Q (6476.850000 sec): 3 clusters
  Score: Raw -767530.574990 + Penalty 2912.902215 = -764617.672775
  nChanged 7
		SP:Iteration 111Q (6477.050000 sec): 3 clusters
  Score: Raw -767532.898838 + Penalty 2912.902215 = -764619.996623
  nChanged 4
		SP:Iteration 112Q (6477.250000 sec): 3 clusters
  Score: Raw -767533.840895 + Penalty 2912.902215 = -764620.938680
  nChanged 2
		SP:Iteration 113Q (6477.410000 sec): 3 clusters
  Score: Raw -767534.231942 + Penalty 2912.902215 = -764621.329727
  nChanged 1
		SP:Iteration 114Q (6477.680000 sec): 3 clusters
  Score: Raw -767534.434921 + Penalty 2912.902215 = -764621.532706
  nChanged 0
		SP:Iteration 115F (6477.930000 sec): 3 clusters
  Score: Raw -767534.434921 + Penalty 2912.902215 = -764621.532706
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 42 (4038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6478.040000 sec): 2 clusters
  Score: Raw -367630.335162 + Penalty 1349.319530 = -366281.015632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6478.230000 sec): 3 clusters
  Score: Raw -365573.140731 + Penalty 2698.639060 = -362874.501671
  nChanged 1655
		SP:Iteration 1F (6478.470000 sec): 3 clusters
  Score: Raw -366626.217812 + Penalty 2698.639060 = -363927.578752
  nChanged 337
		SP:Iteration 2F (6478.650000 sec): 3 clusters
  Score: Raw -367036.402490 + Penalty 2698.639060 = -364337.763430
  nChanged 346
		SP:Iteration 3F (6478.830000 sec): 3 clusters
  Score: Raw -367424.141164 + Penalty 2698.639060 = -364725.502105
  nChanged 311
		SP:Iteration 4F (6479.040000 sec): 3 clusters
  Score: Raw -367800.459393 + Penalty 2698.639060 = -365101.820333
  nChanged 332
		SP:Iteration 5F (6479.310000 sec): 3 clusters
  Score: Raw -368166.054471 + Penalty 2698.639060 = -365467.415412
  nChanged 285
		SP:Iteration 6F (6479.470000 sec): 3 clusters
  Score: Raw -368477.174993 + Penalty 2698.639060 = -365778.535933
  nChanged 260
		SP:Iteration 7F (6479.710000 sec): 3 clusters
  Score: Raw -368764.111089 + Penalty 2698.639060 = -366065.472029
  nChanged 187
		SP:Iteration 8Q (6479.930000 sec): 3 clusters
  Score: Raw -368967.484949 + Penalty 2698.639060 = -366268.845890
  nChanged 134
		SP:Iteration 9Q (6480.110000 sec): 3 clusters
  Score: Raw -369078.748966 + Penalty 2698.639060 = -366380.109906
  nChanged 89
		SP:Iteration 10Q (6480.340000 sec): 3 clusters
  Score: Raw -369131.149385 + Penalty 2698.639060 = -366432.510326
  nChanged 59
		SP:Iteration 11Q (6480.510000 sec): 3 clusters
  Score: Raw -369160.943894 + Penalty 2698.639060 = -366462.304834
  nChanged 37
		SP:Iteration 12Q (6480.700000 sec): 3 clusters
  Score: Raw -369175.923206 + Penalty 2698.639060 = -366477.284147
  nChanged 27
		SP:Iteration 13Q (6480.930000 sec): 3 clusters
  Score: Raw -369187.294031 + Penalty 2698.639060 = -366488.654972
  nChanged 17
		SP:Iteration 14Q (6481.100000 sec): 3 clusters
  Score: Raw -369194.240724 + Penalty 2698.639060 = -366495.601665
  nChanged 7
		SP:Iteration 15Q (6481.280000 sec): 3 clusters
  Score: Raw -369197.597320 + Penalty 2698.639060 = -366498.958261
  nChanged 11
		SP:Iteration 16Q (6481.460000 sec): 3 clusters
  Score: Raw -369202.044299 + Penalty 2698.639060 = -366503.405240
  nChanged 8
		SP:Iteration 17Q (6481.600000 sec): 3 clusters
  Score: Raw -369204.236524 + Penalty 2698.639060 = -366505.597464
  nChanged 7
		SP:Iteration 18Q (6481.780000 sec): 3 clusters
  Score: Raw -369205.685534 + Penalty 2698.639060 = -366507.046474
  nChanged 4
		SP:Iteration 19Q (6481.940000 sec): 3 clusters
  Score: Raw -369206.579125 + Penalty 2698.639060 = -366507.940065
  nChanged 3
		SP:Iteration 20F (6482.160000 sec): 3 clusters
  Score: Raw -369207.886557 + Penalty 2698.639060 = -366509.247497
  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 8.59 GB.

 Trying to split cluster 43 (4994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6482.290000 sec): 2 clusters
  Score: Raw -469773.833788 + Penalty 1383.848777 = -468389.985012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6482.460000 sec): 3 clusters
  Score: Raw -467235.843840 + Penalty 2767.697553 = -464468.146287
  nChanged 1998
		SP:Iteration 1F (6482.640000 sec): 3 clusters
  Score: Raw -468420.847855 + Penalty 2767.697553 = -465653.150302
  nChanged 354
		SP:Iteration 2F (6482.820000 sec): 3 clusters
  Score: Raw -468629.694150 + Penalty 2767.697553 = -465861.996597
  nChanged 281
		SP:Iteration 3F (6483.040000 sec): 3 clusters
  Score: Raw -468821.384504 + Penalty 2767.697553 = -466053.686951
  nChanged 272
		SP:Iteration 4F (6483.200000 sec): 3 clusters
  Score: Raw -469011.347918 + Penalty 2767.697553 = -466243.650365
  nChanged 226
		SP:Iteration 5Q (6483.390000 sec): 3 clusters
  Score: Raw -469156.833377 + Penalty 2767.697553 = -466389.135824
  nChanged 200
		SP:Iteration 6Q (6483.600000 sec): 3 clusters
  Score: Raw -469272.180101 + Penalty 2767.697553 = -466504.482548
  nChanged 169
		SP:Iteration 7Q (6483.820000 sec): 3 clusters
  Score: Raw -469380.887447 + Penalty 2767.697553 = -466613.189894
  nChanged 166
		SP:Iteration 8Q (6484.010000 sec): 3 clusters
  Score: Raw -469476.114167 + Penalty 2767.697553 = -466708.416614
  nChanged 138
		SP:Iteration 9Q (6484.240000 sec): 3 clusters
  Score: Raw -469553.022834 + Penalty 2767.697553 = -466785.325281
  nChanged 129
		SP:Iteration 10Q (6484.400000 sec): 3 clusters
  Score: Raw -469627.579100 + Penalty 2767.697553 = -466859.881547
  nChanged 121
		SP:Iteration 11Q (6484.600000 sec): 3 clusters
  Score: Raw -469699.404777 + Penalty 2767.697553 = -466931.707224
  nChanged 124
		SP:Iteration 12Q (6484.820000 sec): 3 clusters
  Score: Raw -469785.629106 + Penalty 2767.697553 = -467017.931553
  nChanged 126
		SP:Iteration 13Q (6485.040000 sec): 3 clusters
  Score: Raw -469882.699709 + Penalty 2767.697553 = -467115.002156
  nChanged 138
		SP:Iteration 14Q (6485.260000 sec): 3 clusters
  Score: Raw -469995.720468 + Penalty 2767.697553 = -467228.022915
  nChanged 135
		SP:Iteration 15Q (6485.480000 sec): 3 clusters
  Score: Raw -470087.797186 + Penalty 2767.697553 = -467320.099633
  nChanged 123
		SP:Iteration 16Q (6485.680000 sec): 3 clusters
  Score: Raw -470156.427844 + Penalty 2767.697553 = -467388.730291
  nChanged 96
		SP:Iteration 17Q (6485.880000 sec): 3 clusters
  Score: Raw -470205.107032 + Penalty 2767.697553 = -467437.409479
  nChanged 86
		SP:Iteration 18Q (6486.070000 sec): 3 clusters
  Score: Raw -470239.129173 + Penalty 2767.697553 = -467471.431620
  nChanged 54
		SP:Iteration 19Q (6486.250000 sec): 3 clusters
  Score: Raw -470257.351526 + Penalty 2767.697553 = -467489.653973
  nChanged 37
		SP:Iteration 20F (6486.430000 sec): 3 clusters
  Score: Raw -470268.355821 + Penalty 2767.697553 = -467500.658268
  nChanged 38
		SP:Iteration 21Q (6486.640000 sec): 3 clusters
  Score: Raw -470284.521358 + Penalty 2767.697553 = -467516.823805
  nChanged 40
		SP:Iteration 22Q (6486.840000 sec): 3 clusters
  Score: Raw -470307.499101 + Penalty 2767.697553 = -467539.801548
  nChanged 34
		SP:Iteration 23Q (6487.040000 sec): 3 clusters
  Score: Raw -470327.476896 + Penalty 2767.697553 = -467559.779343
  nChanged 35
		SP:Iteration 24Q (6487.230000 sec): 3 clusters
  Score: Raw -470342.972219 + Penalty 2767.697553 = -467575.274666
  nChanged 36
		SP:Iteration 25Q (6487.490000 sec): 3 clusters
  Score: Raw -470357.825697 + Penalty 2767.697553 = -467590.128144
  nChanged 38
		SP:Iteration 26Q (6487.680000 sec): 3 clusters
  Score: Raw -470370.673208 + Penalty 2767.697553 = -467602.975655
  nChanged 34
		SP:Iteration 27Q (6487.840000 sec): 3 clusters
  Score: Raw -470379.985141 + Penalty 2767.697553 = -467612.287588
  nChanged 31
		SP:Iteration 28Q (6488.050000 sec): 3 clusters
  Score: Raw -470390.887497 + Penalty 2767.697553 = -467623.189944
  nChanged 26
		SP:Iteration 29Q (6488.250000 sec): 3 clusters
  Score: Raw -470400.984518 + Penalty 2767.697553 = -467633.286965
  nChanged 31
		SP:Iteration 30Q (6488.470000 sec): 3 clusters
  Score: Raw -470412.433867 + Penalty 2767.697553 = -467644.736314
  nChanged 24
		SP:Iteration 31Q (6488.640000 sec): 3 clusters
  Score: Raw -470419.044604 + Penalty 2767.697553 = -467651.347051
  nChanged 21
		SP:Iteration 32Q (6488.850000 sec): 3 clusters
  Score: Raw -470424.635421 + Penalty 2767.697553 = -467656.937868
  nChanged 18
		SP:Iteration 33Q (6489.040000 sec): 3 clusters
  Score: Raw -470429.738369 + Penalty 2767.697553 = -467662.040816
  nChanged 23
		SP:Iteration 34Q (6489.240000 sec): 3 clusters
  Score: Raw -470436.093671 + Penalty 2767.697553 = -467668.396118
  nChanged 16
		SP:Iteration 35Q (6489.430000 sec): 3 clusters
  Score: Raw -470440.035576 + Penalty 2767.697553 = -467672.338023
  nChanged 20
		SP:Iteration 36Q (6489.580000 sec): 3 clusters
  Score: Raw -470445.953239 + Penalty 2767.697553 = -467678.255686
  nChanged 13
		SP:Iteration 37Q (6489.820000 sec): 3 clusters
  Score: Raw -470448.440626 + Penalty 2767.697553 = -467680.743073
  nChanged 6
		SP:Iteration 38Q (6490.060000 sec): 3 clusters
  Score: Raw -470449.396646 + Penalty 2767.697553 = -467681.699093
  nChanged 4
		SP:Iteration 39Q (6490.310000 sec): 3 clusters
  Score: Raw -470450.235550 + Penalty 2767.697553 = -467682.537997
  nChanged 7
		SP:Iteration 40F (6490.530000 sec): 3 clusters
  Score: Raw -470451.543620 + Penalty 2767.697553 = -467683.846067
  nChanged 5
		SP:Iteration 41Q (6490.730000 sec): 3 clusters
  Score: Raw -470452.980734 + Penalty 2767.697553 = -467685.283181
  nChanged 5
		SP:Iteration 42Q (6490.920000 sec): 3 clusters
  Score: Raw -470454.235710 + Penalty 2767.697553 = -467686.538157
  nChanged 7
		SP:Iteration 43Q (6491.140000 sec): 3 clusters
  Score: Raw -470455.631879 + Penalty 2767.697553 = -467687.934326
  nChanged 7
		SP:Iteration 44Q (6491.300000 sec): 3 clusters
  Score: Raw -470456.846191 + Penalty 2767.697553 = -467689.148638
  nChanged 3
		SP:Iteration 45Q (6491.520000 sec): 3 clusters
  Score: Raw -470457.528747 + Penalty 2767.697553 = -467689.831194
  nChanged 6
		SP:Iteration 46Q (6491.720000 sec): 3 clusters
  Score: Raw -470458.408081 + Penalty 2767.697553 = -467690.710528
  nChanged 1
		SP:Iteration 47Q (6491.900000 sec): 3 clusters
  Score: Raw -470458.554820 + Penalty 2767.697553 = -467690.857267
  nChanged 2
		SP:Iteration 48Q (6492.100000 sec): 3 clusters
  Score: Raw -470459.094262 + Penalty 2767.697553 = -467691.396709
  nChanged 2
		SP:Iteration 49Q (6492.280000 sec): 3 clusters
  Score: Raw -470460.015076 + Penalty 2767.697553 = -467692.317523
  nChanged 5
		SP:Iteration 50Q (6492.460000 sec): 3 clusters
  Score: Raw -470461.334302 + Penalty 2767.697553 = -467693.636749
  nChanged 4
		SP:Iteration 51Q (6492.660000 sec): 3 clusters
  Score: Raw -470461.894735 + Penalty 2767.697553 = -467694.197182
  nChanged 1
		SP:Iteration 52Q (6492.870000 sec): 3 clusters
  Score: Raw -470462.059315 + Penalty 2767.697553 = -467694.361762
  nChanged 1
		SP:Iteration 53Q (6493.080000 sec): 3 clusters
  Score: Raw -470462.208553 + Penalty 2767.697553 = -467694.511000
  nChanged 0
		SP:Iteration 54F (6493.260000 sec): 3 clusters
  Score: Raw -470462.208553 + Penalty 2767.697553 = -467694.511000
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 44 (7658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6493.360000 sec): 2 clusters
  Score: Raw -729769.030649 + Penalty 1453.319746 = -728315.710903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6493.570000 sec): 3 clusters
  Score: Raw -725597.495755 + Penalty 2906.639493 = -722690.856262
  nChanged 3253
		SP:Iteration 1F (6493.770000 sec): 3 clusters
  Score: Raw -727478.032241 + Penalty 2906.639493 = -724571.392748
  nChanged 558
		SP:Iteration 2F (6493.960000 sec): 3 clusters
  Score: Raw -727808.166024 + Penalty 2906.639493 = -724901.526531
  nChanged 482
		SP:Iteration 3F (6494.200000 sec): 3 clusters
  Score: Raw -728073.508566 + Penalty 2906.639493 = -725166.869073
  nChanged 379
		SP:Iteration 4Q (6494.460000 sec): 3 clusters
  Score: Raw -728264.354030 + Penalty 2906.639493 = -725357.714537
  nChanged 310
		SP:Iteration 5Q (6494.660000 sec): 3 clusters
  Score: Raw -728419.991797 + Penalty 2906.639493 = -725513.352304
  nChanged 269
		SP:Iteration 6Q (6494.900000 sec): 3 clusters
  Score: Raw -728558.777548 + Penalty 2906.639493 = -725652.138055
  nChanged 234
		SP:Iteration 7Q (6495.050000 sec): 3 clusters
  Score: Raw -728668.337381 + Penalty 2906.639493 = -725761.697888
  nChanged 230
		SP:Iteration 8Q (6495.290000 sec): 3 clusters
  Score: Raw -728794.729449 + Penalty 2906.639493 = -725888.089956
  nChanged 222
		SP:Iteration 9Q (6495.510000 sec): 3 clusters
  Score: Raw -728922.263226 + Penalty 2906.639493 = -726015.623733
  nChanged 209
		SP:Iteration 10Q (6495.720000 sec): 3 clusters
  Score: Raw -729044.774796 + Penalty 2906.639493 = -726138.135303
  nChanged 225
		SP:Iteration 11Q (6495.920000 sec): 3 clusters
  Score: Raw -729163.329519 + Penalty 2906.639493 = -726256.690026
  nChanged 212
		SP:Iteration 12Q (6496.140000 sec): 3 clusters
  Score: Raw -729259.794353 + Penalty 2906.639493 = -726353.154860
  nChanged 192
		SP:Iteration 13Q (6496.340000 sec): 3 clusters
  Score: Raw -729354.625678 + Penalty 2906.639493 = -726447.986185
  nChanged 172
		SP:Iteration 14Q (6496.540000 sec): 3 clusters
  Score: Raw -729426.946556 + Penalty 2906.639493 = -726520.307063
  nChanged 135
		SP:Iteration 15Q (6496.800000 sec): 3 clusters
  Score: Raw -729474.288582 + Penalty 2906.639493 = -726567.649089
  nChanged 111
		SP:Iteration 16Q (6496.980000 sec): 3 clusters
  Score: Raw -729517.661997 + Penalty 2906.639493 = -726611.022504
  nChanged 114
		SP:Iteration 17Q (6497.210000 sec): 3 clusters
  Score: Raw -729559.039606 + Penalty 2906.639493 = -726652.400113
  nChanged 98
		SP:Iteration 18Q (6497.410000 sec): 3 clusters
  Score: Raw -729591.481187 + Penalty 2906.639493 = -726684.841694
  nChanged 79
		SP:Iteration 19Q (6497.630000 sec): 3 clusters
  Score: Raw -729621.313448 + Penalty 2906.639493 = -726714.673955
  nChanged 72
		SP:Iteration 20F (6497.880000 sec): 3 clusters
  Score: Raw -729640.351670 + Penalty 2906.639493 = -726733.712177
  nChanged 60
		SP:Iteration 21Q (6498.060000 sec): 3 clusters
  Score: Raw -729654.735363 + Penalty 2906.639493 = -726748.095870
  nChanged 40
		SP:Iteration 22Q (6498.260000 sec): 3 clusters
  Score: Raw -729663.958896 + Penalty 2906.639493 = -726757.319404
  nChanged 40
		SP:Iteration 23Q (6498.470000 sec): 3 clusters
  Score: Raw -729673.467695 + Penalty 2906.639493 = -726766.828202
  nChanged 31
		SP:Iteration 24Q (6498.640000 sec): 3 clusters
  Score: Raw -729680.032526 + Penalty 2906.639493 = -726773.393033
  nChanged 36
		SP:Iteration 25Q (6498.860000 sec): 3 clusters
  Score: Raw -729690.904729 + Penalty 2906.639493 = -726784.265236
  nChanged 44
		SP:Iteration 26Q (6499.020000 sec): 3 clusters
  Score: Raw -729701.632302 + Penalty 2906.639493 = -726794.992809
  nChanged 31
		SP:Iteration 27Q (6499.220000 sec): 3 clusters
  Score: Raw -729708.666284 + Penalty 2906.639493 = -726802.026792
  nChanged 24
		SP:Iteration 28Q (6499.450000 sec): 3 clusters
  Score: Raw -729712.823542 + Penalty 2906.639493 = -726806.184049
  nChanged 21
		SP:Iteration 29Q (6499.650000 sec): 3 clusters
  Score: Raw -729716.482130 + Penalty 2906.639493 = -726809.842637
  nChanged 20
		SP:Iteration 30Q (6499.840000 sec): 3 clusters
  Score: Raw -729718.962086 + Penalty 2906.639493 = -726812.322594
  nChanged 13
		SP:Iteration 31Q (6500.100000 sec): 3 clusters
  Score: Raw -729720.897605 + Penalty 2906.639493 = -726814.258112
  nChanged 17
		SP:Iteration 32Q (6500.300000 sec): 3 clusters
  Score: Raw -729723.711572 + Penalty 2906.639493 = -726817.072079
  nChanged 13
		SP:Iteration 33Q (6500.520000 sec): 3 clusters
  Score: Raw -729726.618470 + Penalty 2906.639493 = -726819.978977
  nChanged 12
		SP:Iteration 34Q (6500.740000 sec): 3 clusters
  Score: Raw -729729.037733 + Penalty 2906.639493 = -726822.398240
  nChanged 13
		SP:Iteration 35Q (6500.910000 sec): 3 clusters
  Score: Raw -729731.171078 + Penalty 2906.639493 = -726824.531585
  nChanged 10
		SP:Iteration 36Q (6501.120000 sec): 3 clusters
  Score: Raw -729732.463008 + Penalty 2906.639493 = -726825.823515
  nChanged 4
		SP:Iteration 37Q (6501.310000 sec): 3 clusters
  Score: Raw -729732.900837 + Penalty 2906.639493 = -726826.261344
  nChanged 4
		SP:Iteration 38Q (6501.490000 sec): 3 clusters
  Score: Raw -729733.331132 + Penalty 2906.639493 = -726826.691639
  nChanged 1
		SP:Iteration 39Q (6501.680000 sec): 3 clusters
  Score: Raw -729733.381545 + Penalty 2906.639493 = -726826.742052
  nChanged 1
		SP:Iteration 40F (6501.940000 sec): 3 clusters
  Score: Raw -729733.520957 + Penalty 2906.639493 = -726826.881464
  nChanged 3
		SP:Iteration 41Q (6502.180000 sec): 3 clusters
  Score: Raw -729733.787472 + Penalty 2906.639493 = -726827.147979
  nChanged 1
		SP:Iteration 42Q (6502.380000 sec): 3 clusters
  Score: Raw -729734.057683 + Penalty 2906.639493 = -726827.418190
  nChanged 6
		SP:Iteration 43Q (6502.620000 sec): 3 clusters
  Score: Raw -729734.995393 + Penalty 2906.639493 = -726828.355900
  nChanged 7
		SP:Iteration 44Q (6502.800000 sec): 3 clusters
  Score: Raw -729735.990083 + Penalty 2906.639493 = -726829.350590
  nChanged 8
		SP:Iteration 45Q (6503.040000 sec): 3 clusters
  Score: Raw -729737.680426 + Penalty 2906.639493 = -726831.040933
  nChanged 12
		SP:Iteration 46Q (6503.260000 sec): 3 clusters
  Score: Raw -729740.872767 + Penalty 2906.639493 = -726834.233274
  nChanged 12
		SP:Iteration 47Q (6503.460000 sec): 3 clusters
  Score: Raw -729743.202530 + Penalty 2906.639493 = -726836.563037
  nChanged 11
		SP:Iteration 48Q (6503.620000 sec): 3 clusters
  Score: Raw -729744.587193 + Penalty 2906.639493 = -726837.947700
  nChanged 10
		SP:Iteration 49Q (6503.810000 sec): 3 clusters
  Score: Raw -729745.597170 + Penalty 2906.639493 = -726838.957677
  nChanged 2
		SP:Iteration 50Q (6504.010000 sec): 3 clusters
  Score: Raw -729745.847412 + Penalty 2906.639493 = -726839.207920
  nChanged 1
		SP:Iteration 51Q (6504.250000 sec): 3 clusters
  Score: Raw -729745.960480 + Penalty 2906.639493 = -726839.320987
  nChanged 0
		SP:Iteration 52F (6504.440000 sec): 3 clusters
  Score: Raw -729745.960480 + Penalty 2906.639493 = -726839.320987
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 45 (110859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6505.010000 sec): 2 clusters
  Score: Raw -11780197.461973 + Penalty 1887.602340 = -11778309.859633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6505.680000 sec): 3 clusters
  Score: Raw -11707982.076017 + Penalty 3775.204681 = -11704206.871336
  nChanged 52954
		SP:Iteration 1F (6506.310000 sec): 3 clusters
  Score: Raw -11738486.298481 + Penalty 3775.204681 = -11734711.093800
  nChanged 3347
		SP:Iteration 2Q (6506.960000 sec): 3 clusters
  Score: Raw -11739256.353920 + Penalty 3775.204681 = -11735481.149239
  nChanged 3483
		SP:Iteration 3Q (6507.660000 sec): 3 clusters
  Score: Raw -11740164.813125 + Penalty 3775.204681 = -11736389.608444
  nChanged 3803
		SP:Iteration 4Q (6508.350000 sec): 3 clusters
  Score: Raw -11741342.221850 + Penalty 3775.204681 = -11737567.017169
  nChanged 4249
		SP:Iteration 5Q (6509.150000 sec): 3 clusters
  Score: Raw -11742882.064997 + Penalty 3775.204681 = -11739106.860316
  nChanged 4752
		SP:Iteration 6Q (6509.970000 sec): 3 clusters
  Score: Raw -11744803.339663 + Penalty 3775.204681 = -11741028.134982
  nChanged 5243
		SP:Iteration 7Q (6510.900000 sec): 3 clusters
  Score: Raw -11747221.138656 + Penalty 3775.204681 = -11743445.933975
  nChanged 5716
		SP:Iteration 8F (6511.710000 sec): 3 clusters
  Score: Raw -11750270.090983 + Penalty 3775.204681 = -11746494.886302
  nChanged 6216
		SP:Iteration 9F (6512.360000 sec): 3 clusters
  Score: Raw -11753893.021838 + Penalty 3775.204681 = -11750117.817157
  nChanged 6200
		SP:Iteration 10F (6512.990000 sec): 3 clusters
  Score: Raw -11757896.136285 + Penalty 3775.204681 = -11754120.931604
  nChanged 6180
		SP:Iteration 11F (6513.670000 sec): 3 clusters
  Score: Raw -11762009.915309 + Penalty 3775.204681 = -11758234.710628
  nChanged 5530
		SP:Iteration 12Q (6514.360000 sec): 3 clusters
  Score: Raw -11765625.678414 + Penalty 3775.204681 = -11761850.473733
  nChanged 4640
		SP:Iteration 13Q (6515.100000 sec): 3 clusters
  Score: Raw -11768713.403631 + Penalty 3775.204681 = -11764938.198950
  nChanged 3984
		SP:Iteration 14Q (6515.800000 sec): 3 clusters
  Score: Raw -11771463.858193 + Penalty 3775.204681 = -11767688.653512
  nChanged 3365
		SP:Iteration 15Q (6516.470000 sec): 3 clusters
  Score: Raw -11773704.342050 + Penalty 3775.204681 = -11769929.137369
  nChanged 2799
		SP:Iteration 16Q (6517.180000 sec): 3 clusters
  Score: Raw -11775532.298089 + Penalty 3775.204681 = -11771757.093408
  nChanged 2238
		SP:Iteration 17Q (6517.890000 sec): 3 clusters
  Score: Raw -11776982.910844 + Penalty 3775.204681 = -11773207.706163
  nChanged 1726
		SP:Iteration 18Q (6518.660000 sec): 3 clusters
  Score: Raw -11778137.704087 + Penalty 3775.204681 = -11774362.499407
  nChanged 1255
		SP:Iteration 19Q (6519.300000 sec): 3 clusters
  Score: Raw -11778979.698498 + Penalty 3775.204681 = -11775204.493817
  nChanged 895
		SP:Iteration 20F (6520.020000 sec): 3 clusters
  Score: Raw -11779546.780588 + Penalty 3775.204681 = -11775771.575907
  nChanged 594
		SP:Iteration 21Q (6520.640000 sec): 3 clusters
  Score: Raw -11779904.966603 + Penalty 3775.204681 = -11776129.761922
  nChanged 431
		SP:Iteration 22Q (6521.210000 sec): 3 clusters
  Score: Raw -11780146.611409 + Penalty 3775.204681 = -11776371.406728
  nChanged 310
		SP:Iteration 23Q (6521.760000 sec): 3 clusters
  Score: Raw -11780309.189816 + Penalty 3775.204681 = -11776533.985135
  nChanged 225
		SP:Iteration 24Q (6522.300000 sec): 3 clusters
  Score: Raw -11780423.527604 + Penalty 3775.204681 = -11776648.322923
  nChanged 186
		SP:Iteration 25Q (6522.910000 sec): 3 clusters
  Score: Raw -11780519.586698 + Penalty 3775.204681 = -11776744.382018
  nChanged 169
		SP:Iteration 26Q (6523.620000 sec): 3 clusters
  Score: Raw -11780621.515235 + Penalty 3775.204681 = -11776846.310555
  nChanged 164
		SP:Iteration 27Q (6524.300000 sec): 3 clusters
  Score: Raw -11780744.856945 + Penalty 3775.204681 = -11776969.652264
  nChanged 177
		SP:Iteration 28Q (6524.910000 sec): 3 clusters
  Score: Raw -11780866.471292 + Penalty 3775.204681 = -11777091.266611
  nChanged 187
		SP:Iteration 29Q (6525.470000 sec): 3 clusters
  Score: Raw -11781016.623308 + Penalty 3775.204681 = -11777241.418627
  nChanged 181
		SP:Iteration 30Q (6526.040000 sec): 3 clusters
  Score: Raw -11781168.645455 + Penalty 3775.204681 = -11777393.440774
  nChanged 218
		SP:Iteration 31Q (6526.620000 sec): 3 clusters
  Score: Raw -11781312.242945 + Penalty 3775.204681 = -11777537.038265
  nChanged 206
		SP:Iteration 32Q (6527.200000 sec): 3 clusters
  Score: Raw -11781428.924328 + Penalty 3775.204681 = -11777653.719648
  nChanged 191
		SP:Iteration 33Q (6527.790000 sec): 3 clusters
  Score: Raw -11781526.491217 + Penalty 3775.204681 = -11777751.286536
  nChanged 168
		SP:Iteration 34Q (6528.400000 sec): 3 clusters
  Score: Raw -11781598.647128 + Penalty 3775.204681 = -11777823.442447
  nChanged 158
		SP:Iteration 35Q (6528.980000 sec): 3 clusters
  Score: Raw -11781657.585165 + Penalty 3775.204681 = -11777882.380485
  nChanged 140
		SP:Iteration 36Q (6529.590000 sec): 3 clusters
  Score: Raw -11781712.136171 + Penalty 3775.204681 = -11777936.931491
  nChanged 136
		SP:Iteration 37Q (6530.160000 sec): 3 clusters
  Score: Raw -11781762.366967 + Penalty 3775.204681 = -11777987.162286
  nChanged 120
		SP:Iteration 38Q (6530.760000 sec): 3 clusters
  Score: Raw -11781796.398789 + Penalty 3775.204681 = -11778021.194108
  nChanged 100
		SP:Iteration 39Q (6531.350000 sec): 3 clusters
  Score: Raw -11781819.150180 + Penalty 3775.204681 = -11778043.945499
  nChanged 81
		SP:Iteration 40F (6532.050000 sec): 3 clusters
  Score: Raw -11781934.735048 + Penalty 3775.204681 = -11778159.530367
  nChanged 206
		SP:Iteration 41Q (6532.660000 sec): 3 clusters
  Score: Raw -11782047.332985 + Penalty 3775.204681 = -11778272.128304
  nChanged 222
		SP:Iteration 42Q (6533.350000 sec): 3 clusters
  Score: Raw -11782150.500500 + Penalty 3775.204681 = -11778375.295819
  nChanged 203
		SP:Iteration 43Q (6533.960000 sec): 3 clusters
  Score: Raw -11782223.925681 + Penalty 3775.204681 = -11778448.721000
  nChanged 195
		SP:Iteration 44Q (6534.660000 sec): 3 clusters
  Score: Raw -11782286.377990 + Penalty 3775.204681 = -11778511.173309
  nChanged 188
		SP:Iteration 45Q (6535.510000 sec): 3 clusters
  Score: Raw -11782343.059481 + Penalty 3775.204681 = -11778567.854800
  nChanged 171
		SP:Iteration 46Q (6536.440000 sec): 3 clusters
  Score: Raw -11782389.256497 + Penalty 3775.204681 = -11778614.051816
  nChanged 182
		SP:Iteration 47Q (6537.190000 sec): 3 clusters
  Score: Raw -11782436.669116 + Penalty 3775.204681 = -11778661.464435
  nChanged 165
		SP:Iteration 48Q (6537.870000 sec): 3 clusters
  Score: Raw -11782474.230018 + Penalty 3775.204681 = -11778699.025338
  nChanged 150
		SP:Iteration 49Q (6538.590000 sec): 3 clusters
  Score: Raw -11782507.485016 + Penalty 3775.204681 = -11778732.280336
  nChanged 144
		SP:Iteration 50Q (6539.330000 sec): 3 clusters
  Score: Raw -11782538.498789 + Penalty 3775.204681 = -11778763.294108
  nChanged 139
		SP:Iteration 51Q (6540.050000 sec): 3 clusters
  Score: Raw -11782567.719717 + Penalty 3775.204681 = -11778792.515036
  nChanged 114
		SP:Iteration 52Q (6540.730000 sec): 3 clusters
  Score: Raw -11782587.433621 + Penalty 3775.204681 = -11778812.228941
  nChanged 102
		SP:Iteration 53Q (6541.370000 sec): 3 clusters
  Score: Raw -11782602.269291 + Penalty 3775.204681 = -11778827.064610
  nChanged 81
		SP:Iteration 54Q (6541.980000 sec): 3 clusters
  Score: Raw -11782613.469111 + Penalty 3775.204681 = -11778838.264430
  nChanged 63
		SP:Iteration 55Q (6542.610000 sec): 3 clusters
  Score: Raw -11782620.704231 + Penalty 3775.204681 = -11778845.499551
  nChanged 63
		SP:Iteration 56Q (6543.260000 sec): 3 clusters
  Score: Raw -11782628.306134 + Penalty 3775.204681 = -11778853.101453
  nChanged 50
		SP:Iteration 57Q (6543.920000 sec): 3 clusters
  Score: Raw -11782633.638186 + Penalty 3775.204681 = -11778858.433505
  nChanged 40
		SP:Iteration 58Q (6544.550000 sec): 3 clusters
  Score: Raw -11782637.697378 + Penalty 3775.204681 = -11778862.492697
  nChanged 39
		SP:Iteration 59Q (6545.240000 sec): 3 clusters
  Score: Raw -11782641.818610 + Penalty 3775.204681 = -11778866.613929
  nChanged 36
		SP:Iteration 60F (6545.930000 sec): 3 clusters
  Score: Raw -11782650.453793 + Penalty 3775.204681 = -11778875.249112
  nChanged 31
		SP:Iteration 61Q (6546.590000 sec): 3 clusters
  Score: Raw -11782653.171394 + Penalty 3775.204681 = -11778877.966713
  nChanged 29
		SP:Iteration 62Q (6547.260000 sec): 3 clusters
  Score: Raw -11782655.459155 + Penalty 3775.204681 = -11778880.254474
  nChanged 18
		SP:Iteration 63Q (6547.890000 sec): 3 clusters
  Score: Raw -11782657.178317 + Penalty 3775.204681 = -11778881.973637
  nChanged 15
		SP:Iteration 64Q (6548.560000 sec): 3 clusters
  Score: Raw -11782658.349907 + Penalty 3775.204681 = -11778883.145227
  nChanged 9
		SP:Iteration 65Q (6549.270000 sec): 3 clusters
  Score: Raw -11782659.183629 + Penalty 3775.204681 = -11778883.978948
  nChanged 16
		SP:Iteration 66Q (6549.980000 sec): 3 clusters
  Score: Raw -11782660.785934 + Penalty 3775.204681 = -11778885.581253
  nChanged 19
		SP:Iteration 67Q (6550.560000 sec): 3 clusters
  Score: Raw -11782662.121394 + Penalty 3775.204681 = -11778886.916713
  nChanged 11
		SP:Iteration 68Q (6551.250000 sec): 3 clusters
  Score: Raw -11782662.764398 + Penalty 3775.204681 = -11778887.559717
  nChanged 8
		SP:Iteration 69Q (6551.860000 sec): 3 clusters
  Score: Raw -11782663.333162 + Penalty 3775.204681 = -11778888.128481
  nChanged 9
		SP:Iteration 70Q (6552.560000 sec): 3 clusters
  Score: Raw -11782664.070075 + Penalty 3775.204681 = -11778888.865395
  nChanged 5
		SP:Iteration 71Q (6553.160000 sec): 3 clusters
  Score: Raw -11782664.408239 + Penalty 3775.204681 = -11778889.203558
  nChanged 4
		SP:Iteration 72Q (6553.840000 sec): 3 clusters
  Score: Raw -11782664.623188 + Penalty 3775.204681 = -11778889.418507
  nChanged 2
		SP:Iteration 73Q (6554.620000 sec): 3 clusters
  Score: Raw -11782664.798006 + Penalty 3775.204681 = -11778889.593325
  nChanged 7
		SP:Iteration 74Q (6555.270000 sec): 3 clusters
  Score: Raw -11782665.182050 + Penalty 3775.204681 = -11778889.977369
  nChanged 1
		SP:Iteration 75Q (6555.990000 sec): 3 clusters
  Score: Raw -11782665.236314 + Penalty 3775.204681 = -11778890.031633
  nChanged 0
		SP:Iteration 76F (6556.770000 sec): 3 clusters
  Score: Raw -11782665.236314 + Penalty 3775.204681 = -11778890.031633
  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 8.59 GB.

 Trying to split cluster 46 (4967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6556.940000 sec): 2 clusters
  Score: Raw -509082.255235 + Penalty 1382.967839 = -507699.287397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6557.130000 sec): 3 clusters
  Score: Raw -506470.939739 + Penalty 2765.935677 = -503705.004061
  nChanged 2050
		SP:Iteration 1F (6557.350000 sec): 3 clusters
  Score: Raw -507589.539584 + Penalty 2765.935677 = -504823.603906
  nChanged 355
		SP:Iteration 2F (6557.540000 sec): 3 clusters
  Score: Raw -507766.819730 + Penalty 2765.935677 = -505000.884052
  nChanged 233
		SP:Iteration 3Q (6557.710000 sec): 3 clusters
  Score: Raw -507873.188255 + Penalty 2765.935677 = -505107.252577
  nChanged 192
		SP:Iteration 4Q (6557.910000 sec): 3 clusters
  Score: Raw -507952.499776 + Penalty 2765.935677 = -505186.564099
  nChanged 166
		SP:Iteration 5Q (6558.110000 sec): 3 clusters
  Score: Raw -508009.914417 + Penalty 2765.935677 = -505243.978739
  nChanged 120
		SP:Iteration 6Q (6558.280000 sec): 3 clusters
  Score: Raw -508059.431882 + Penalty 2765.935677 = -505293.496204
  nChanged 123
		SP:Iteration 7Q (6558.470000 sec): 3 clusters
  Score: Raw -508105.296239 + Penalty 2765.935677 = -505339.360562
  nChanged 106
		SP:Iteration 8Q (6558.650000 sec): 3 clusters
  Score: Raw -508149.375860 + Penalty 2765.935677 = -505383.440182
  nChanged 106
		SP:Iteration 9Q (6558.850000 sec): 3 clusters
  Score: Raw -508186.773191 + Penalty 2765.935677 = -505420.837514
  nChanged 89
		SP:Iteration 10Q (6559.050000 sec): 3 clusters
  Score: Raw -508214.417378 + Penalty 2765.935677 = -505448.481700
  nChanged 75
		SP:Iteration 11Q (6559.240000 sec): 3 clusters
  Score: Raw -508235.802043 + Penalty 2765.935677 = -505469.866365
  nChanged 63
		SP:Iteration 12Q (6559.480000 sec): 3 clusters
  Score: Raw -508252.990578 + Penalty 2765.935677 = -505487.054900
  nChanged 67
		SP:Iteration 13Q (6559.660000 sec): 3 clusters
  Score: Raw -508277.486323 + Penalty 2765.935677 = -505511.550646
  nChanged 69
		SP:Iteration 14Q (6559.900000 sec): 3 clusters
  Score: Raw -508298.756988 + Penalty 2765.935677 = -505532.821310
  nChanged 56
		SP:Iteration 15Q (6560.100000 sec): 3 clusters
  Score: Raw -508315.011253 + Penalty 2765.935677 = -505549.075576
  nChanged 56
		SP:Iteration 16Q (6560.320000 sec): 3 clusters
  Score: Raw -508332.486609 + Penalty 2765.935677 = -505566.550932
  nChanged 52
		SP:Iteration 17Q (6560.510000 sec): 3 clusters
  Score: Raw -508349.626395 + Penalty 2765.935677 = -505583.690718
  nChanged 41
		SP:Iteration 18Q (6560.670000 sec): 3 clusters
  Score: Raw -508361.042205 + Penalty 2765.935677 = -505595.106527
  nChanged 48
		SP:Iteration 19Q (6560.900000 sec): 3 clusters
  Score: Raw -508373.812456 + Penalty 2765.935677 = -505607.876779
  nChanged 52
		SP:Iteration 20F (6561.130000 sec): 3 clusters
  Score: Raw -508386.156281 + Penalty 2765.935677 = -505620.220603
  nChanged 42
		SP:Iteration 21Q (6561.340000 sec): 3 clusters
  Score: Raw -508397.641014 + Penalty 2765.935677 = -505631.705337
  nChanged 43
		SP:Iteration 22Q (6561.580000 sec): 3 clusters
  Score: Raw -508410.923501 + Penalty 2765.935677 = -505644.987824
  nChanged 51
		SP:Iteration 23Q (6561.740000 sec): 3 clusters
  Score: Raw -508429.852956 + Penalty 2765.935677 = -505663.917279
  nChanged 68
		SP:Iteration 24Q (6561.950000 sec): 3 clusters
  Score: Raw -508455.114817 + Penalty 2765.935677 = -505689.179139
  nChanged 66
		SP:Iteration 25Q (6562.140000 sec): 3 clusters
  Score: Raw -508478.183694 + Penalty 2765.935677 = -505712.248016
  nChanged 76
		SP:Iteration 26Q (6562.340000 sec): 3 clusters
  Score: Raw -508508.386338 + Penalty 2765.935677 = -505742.450661
  nChanged 74
		SP:Iteration 27Q (6562.530000 sec): 3 clusters
  Score: Raw -508536.134494 + Penalty 2765.935677 = -505770.198817
  nChanged 67
		SP:Iteration 28Q (6562.700000 sec): 3 clusters
  Score: Raw -508557.025729 + Penalty 2765.935677 = -505791.090052
  nChanged 50
		SP:Iteration 29Q (6562.880000 sec): 3 clusters
  Score: Raw -508572.867589 + Penalty 2765.935677 = -505806.931911
  nChanged 52
		SP:Iteration 30Q (6563.130000 sec): 3 clusters
  Score: Raw -508590.345207 + Penalty 2765.935677 = -505824.409529
  nChanged 45
		SP:Iteration 31Q (6563.300000 sec): 3 clusters
  Score: Raw -508602.351470 + Penalty 2765.935677 = -505836.415793
  nChanged 41
		SP:Iteration 32Q (6563.500000 sec): 3 clusters
  Score: Raw -508614.450891 + Penalty 2765.935677 = -505848.515213
  nChanged 39
		SP:Iteration 33Q (6563.680000 sec): 3 clusters
  Score: Raw -508627.195362 + Penalty 2765.935677 = -505861.259685
  nChanged 47
		SP:Iteration 34Q (6563.870000 sec): 3 clusters
  Score: Raw -508645.459329 + Penalty 2765.935677 = -505879.523652
  nChanged 45
		SP:Iteration 35Q (6564.090000 sec): 3 clusters
  Score: Raw -508663.263500 + Penalty 2765.935677 = -505897.327823
  nChanged 34
		SP:Iteration 36Q (6564.270000 sec): 3 clusters
  Score: Raw -508674.113550 + Penalty 2765.935677 = -505908.177873
  nChanged 24
		SP:Iteration 37Q (6564.480000 sec): 3 clusters
  Score: Raw -508683.397299 + Penalty 2765.935677 = -505917.461621
  nChanged 32
		SP:Iteration 38Q (6564.670000 sec): 3 clusters
  Score: Raw -508696.177065 + Penalty 2765.935677 = -505930.241388
  nChanged 34
		SP:Iteration 39Q (6564.900000 sec): 3 clusters
  Score: Raw -508708.773611 + Penalty 2765.935677 = -505942.837934
  nChanged 42
		SP:Iteration 40F (6565.040000 sec): 3 clusters
  Score: Raw -508723.188307 + Penalty 2765.935677 = -505957.252629
  nChanged 26
		SP:Iteration 41Q (6565.200000 sec): 3 clusters
  Score: Raw -508731.957109 + Penalty 2765.935677 = -505966.021432
  nChanged 38
		SP:Iteration 42Q (6565.360000 sec): 3 clusters
  Score: Raw -508745.418100 + Penalty 2765.935677 = -505979.482423
  nChanged 38
		SP:Iteration 43Q (6565.550000 sec): 3 clusters
  Score: Raw -508758.236843 + Penalty 2765.935677 = -505992.301166
  nChanged 42
		SP:Iteration 44Q (6565.720000 sec): 3 clusters
  Score: Raw -508772.993910 + Penalty 2765.935677 = -506007.058233
  nChanged 46
		SP:Iteration 45Q (6565.900000 sec): 3 clusters
  Score: Raw -508789.216671 + Penalty 2765.935677 = -506023.280994
  nChanged 36
		SP:Iteration 46Q (6566.100000 sec): 3 clusters
  Score: Raw -508801.928716 + Penalty 2765.935677 = -506035.993038
  nChanged 42
		SP:Iteration 47Q (6566.330000 sec): 3 clusters
  Score: Raw -508817.449781 + Penalty 2765.935677 = -506051.514104
  nChanged 45
		SP:Iteration 48Q (6566.540000 sec): 3 clusters
  Score: Raw -508831.390027 + Penalty 2765.935677 = -506065.454350
  nChanged 37
		SP:Iteration 49Q (6566.750000 sec): 3 clusters
  Score: Raw -508844.313992 + Penalty 2765.935677 = -506078.378314
  nChanged 36
		SP:Iteration 50Q (6566.910000 sec): 3 clusters
  Score: Raw -508857.281130 + Penalty 2765.935677 = -506091.345452
  nChanged 38
		SP:Iteration 51Q (6567.110000 sec): 3 clusters
  Score: Raw -508869.065441 + Penalty 2765.935677 = -506103.129764
  nChanged 19
		SP:Iteration 52Q (6567.330000 sec): 3 clusters
  Score: Raw -508874.423882 + Penalty 2765.935677 = -506108.488204
  nChanged 19
		SP:Iteration 53Q (6567.530000 sec): 3 clusters
  Score: Raw -508879.870538 + Penalty 2765.935677 = -506113.934860
  nChanged 19
		SP:Iteration 54Q (6567.680000 sec): 3 clusters
  Score: Raw -508886.454979 + Penalty 2765.935677 = -506120.519301
  nChanged 20
		SP:Iteration 55Q (6567.880000 sec): 3 clusters
  Score: Raw -508893.470814 + Penalty 2765.935677 = -506127.535136
  nChanged 20
		SP:Iteration 56Q (6568.080000 sec): 3 clusters
  Score: Raw -508901.502273 + Penalty 2765.935677 = -506135.566595
  nChanged 24
		SP:Iteration 57Q (6568.300000 sec): 3 clusters
  Score: Raw -508909.078916 + Penalty 2765.935677 = -506143.143238
  nChanged 26
		SP:Iteration 58Q (6568.490000 sec): 3 clusters
  Score: Raw -508917.054026 + Penalty 2765.935677 = -506151.118348
  nChanged 16
		SP:Iteration 59Q (6568.730000 sec): 3 clusters
  Score: Raw -508924.002509 + Penalty 2765.935677 = -506158.066832
  nChanged 22
		SP:Iteration 60F (6568.950000 sec): 3 clusters
  Score: Raw -508931.405575 + Penalty 2765.935677 = -506165.469897
  nChanged 21
		SP:Iteration 61Q (6569.120000 sec): 3 clusters
  Score: Raw -508936.887892 + Penalty 2765.935677 = -506170.952214
  nChanged 15
		SP:Iteration 62Q (6569.340000 sec): 3 clusters
  Score: Raw -508941.520112 + Penalty 2765.935677 = -506175.584435
  nChanged 7
		SP:Iteration 63Q (6569.530000 sec): 3 clusters
  Score: Raw -508943.241873 + Penalty 2765.935677 = -506177.306195
  nChanged 5
		SP:Iteration 64Q (6569.730000 sec): 3 clusters
  Score: Raw -508944.878419 + Penalty 2765.935677 = -506178.942742
  nChanged 7
		SP:Iteration 65Q (6569.930000 sec): 3 clusters
  Score: Raw -508947.966556 + Penalty 2765.935677 = -506182.030879
  nChanged 6
		SP:Iteration 66Q (6570.150000 sec): 3 clusters
  Score: Raw -508950.667051 + Penalty 2765.935677 = -506184.731373
  nChanged 10
		SP:Iteration 67Q (6570.310000 sec): 3 clusters
  Score: Raw -508953.845295 + Penalty 2765.935677 = -506187.909618
  nChanged 8
		SP:Iteration 68Q (6570.510000 sec): 3 clusters
  Score: Raw -508956.557207 + Penalty 2765.935677 = -506190.621529
  nChanged 10
		SP:Iteration 69Q (6570.660000 sec): 3 clusters
  Score: Raw -508960.309704 + Penalty 2765.935677 = -506194.374026
  nChanged 14
		SP:Iteration 70Q (6570.890000 sec): 3 clusters
  Score: Raw -508964.299741 + Penalty 2765.935677 = -506198.364064
  nChanged 8
		SP:Iteration 71Q (6571.130000 sec): 3 clusters
  Score: Raw -508967.010226 + Penalty 2765.935677 = -506201.074549
  nChanged 8
		SP:Iteration 72Q (6571.290000 sec): 3 clusters
  Score: Raw -508969.612130 + Penalty 2765.935677 = -506203.676453
  nChanged 4
		SP:Iteration 73Q (6571.510000 sec): 3 clusters
  Score: Raw -508971.263118 + Penalty 2765.935677 = -506205.327440
  nChanged 5
		SP:Iteration 74Q (6571.730000 sec): 3 clusters
  Score: Raw -508973.281438 + Penalty 2765.935677 = -506207.345761
  nChanged 12
		SP:Iteration 75Q (6571.970000 sec): 3 clusters
  Score: Raw -508977.654749 + Penalty 2765.935677 = -506211.719071
  nChanged 11
		SP:Iteration 76Q (6572.180000 sec): 3 clusters
  Score: Raw -508981.041214 + Penalty 2765.935677 = -506215.105537
  nChanged 10
		SP:Iteration 77Q (6572.430000 sec): 3 clusters
  Score: Raw -508985.019531 + Penalty 2765.935677 = -506219.083854
  nChanged 10
		SP:Iteration 78Q (6572.610000 sec): 3 clusters
  Score: Raw -508988.292352 + Penalty 2765.935677 = -506222.356675
  nChanged 9
		SP:Iteration 79Q (6572.850000 sec): 3 clusters
  Score: Raw -508990.342366 + Penalty 2765.935677 = -506224.406689
  nChanged 6
		SP:Iteration 80F (6573.110000 sec): 3 clusters
  Score: Raw -508991.449786 + Penalty 2765.935677 = -506225.514109
  nChanged 4
		SP:Iteration 81Q (6573.320000 sec): 3 clusters
  Score: Raw -508993.154642 + Penalty 2765.935677 = -506227.218965
  nChanged 5
		SP:Iteration 82Q (6573.550000 sec): 3 clusters
  Score: Raw -508994.432534 + Penalty 2765.935677 = -506228.496857
  nChanged 3
		SP:Iteration 83Q (6573.770000 sec): 3 clusters
  Score: Raw -508995.240652 + Penalty 2765.935677 = -506229.304974
  nChanged 1
		SP:Iteration 84Q (6573.980000 sec): 3 clusters
  Score: Raw -508995.355082 + Penalty 2765.935677 = -506229.419405
  nChanged 2
		SP:Iteration 85Q (6574.230000 sec): 3 clusters
  Score: Raw -508995.871352 + Penalty 2765.935677 = -506229.935675
  nChanged 3
		SP:Iteration 86Q (6574.420000 sec): 3 clusters
  Score: Raw -508996.570542 + Penalty 2765.935677 = -506230.634865
  nChanged 2
		SP:Iteration 87Q (6574.580000 sec): 3 clusters
  Score: Raw -508997.731811 + Penalty 2765.935677 = -506231.796133
  nChanged 3
		SP:Iteration 88Q (6574.820000 sec): 3 clusters
  Score: Raw -508998.436497 + Penalty 2765.935677 = -506232.500820
  nChanged 4
		SP:Iteration 89Q (6574.980000 sec): 3 clusters
  Score: Raw -508999.513258 + Penalty 2765.935677 = -506233.577581
  nChanged 5
		SP:Iteration 90Q (6575.220000 sec): 3 clusters
  Score: Raw -509000.989722 + Penalty 2765.935677 = -506235.054045
  nChanged 6
		SP:Iteration 91Q (6575.410000 sec): 3 clusters
  Score: Raw -509002.214762 + Penalty 2765.935677 = -506236.279084
  nChanged 6
		SP:Iteration 92Q (6575.590000 sec): 3 clusters
  Score: Raw -509004.108998 + Penalty 2765.935677 = -506238.173320
  nChanged 9
		SP:Iteration 93Q (6575.840000 sec): 3 clusters
  Score: Raw -509008.264445 + Penalty 2765.935677 = -506242.328768
  nChanged 13
		SP:Iteration 94Q (6576.030000 sec): 3 clusters
  Score: Raw -509013.492348 + Penalty 2765.935677 = -506247.556670
  nChanged 14
		SP:Iteration 95Q (6576.280000 sec): 3 clusters
  Score: Raw -509017.710588 + Penalty 2765.935677 = -506251.774911
  nChanged 8
		SP:Iteration 96Q (6576.510000 sec): 3 clusters
  Score: Raw -509019.736152 + Penalty 2765.935677 = -506253.800475
  nChanged 8
		SP:Iteration 97Q (6576.680000 sec): 3 clusters
  Score: Raw -509022.480584 + Penalty 2765.935677 = -506256.544906
  nChanged 9
		SP:Iteration 98Q (6576.890000 sec): 3 clusters
  Score: Raw -509025.530796 + Penalty 2765.935677 = -506259.595118
  nChanged 10
		SP:Iteration 99Q (6577.100000 sec): 3 clusters
  Score: Raw -509028.931932 + Penalty 2765.935677 = -506262.996254
  nChanged 8
		SP:Iteration 100F (6577.290000 sec): 3 clusters
  Score: Raw -509031.035231 + Penalty 2765.935677 = -506265.099554
  nChanged 8
		SP:Iteration 101Q (6577.520000 sec): 3 clusters
  Score: Raw -509033.081193 + Penalty 2765.935677 = -506267.145516
  nChanged 5
		SP:Iteration 102Q (6577.760000 sec): 3 clusters
  Score: Raw -509034.484509 + Penalty 2765.935677 = -506268.548832
  nChanged 6
		SP:Iteration 103Q (6577.950000 sec): 3 clusters
  Score: Raw -509035.362522 + Penalty 2765.935677 = -506269.426845
  nChanged 1
		SP:Iteration 104Q (6578.230000 sec): 3 clusters
  Score: Raw -509035.758400 + Penalty 2765.935677 = -506269.822722
  nChanged 2
		SP:Iteration 105Q (6578.390000 sec): 3 clusters
  Score: Raw -509036.276460 + Penalty 2765.935677 = -506270.340783
  nChanged 1
		SP:Iteration 106Q (6578.590000 sec): 3 clusters
  Score: Raw -509036.659083 + Penalty 2765.935677 = -506270.723405
  nChanged 1
		SP:Iteration 107Q (6578.800000 sec): 3 clusters
  Score: Raw -509036.930127 + Penalty 2765.935677 = -506270.994449
  nChanged 0
		SP:Iteration 108F (6578.990000 sec): 3 clusters
  Score: Raw -509036.930127 + Penalty 2765.935677 = -506270.994449
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 47 (12829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6579.140000 sec): 2 clusters
  Score: Raw -1368565.713634 + Penalty 1537.162821 = -1367028.550813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6579.420000 sec): 3 clusters
  Score: Raw -1361064.870580 + Penalty 3074.325641 = -1357990.544938
  nChanged 5661
		SP:Iteration 1F (6579.660000 sec): 3 clusters
  Score: Raw -1364327.442790 + Penalty 3074.325641 = -1361253.117148
  nChanged 944
		SP:Iteration 2F (6579.930000 sec): 3 clusters
  Score: Raw -1365029.961671 + Penalty 3074.325641 = -1361955.636029
  nChanged 1053
		SP:Iteration 3F (6580.150000 sec): 3 clusters
  Score: Raw -1366070.810488 + Penalty 3074.325641 = -1362996.484847
  nChanged 1227
		SP:Iteration 4F (6580.350000 sec): 3 clusters
  Score: Raw -1367933.296971 + Penalty 3074.325641 = -1364858.971330
  nChanged 1334
		SP:Iteration 5F (6580.610000 sec): 3 clusters
  Score: Raw -1370682.534804 + Penalty 3074.325641 = -1367608.209163
  nChanged 1122
		SP:Iteration 6F (6580.850000 sec): 3 clusters
  Score: Raw -1373008.344865 + Penalty 3074.325641 = -1369934.019223
  nChanged 552
		SP:Iteration 7Q (6581.090000 sec): 3 clusters
  Score: Raw -1374169.390816 + Penalty 3074.325641 = -1371095.065175
  nChanged 160
		SP:Iteration 8Q (6581.270000 sec): 3 clusters
  Score: Raw -1374357.457276 + Penalty 3074.325641 = -1371283.131635
  nChanged 46
		SP:Iteration 9Q (6581.490000 sec): 3 clusters
  Score: Raw -1374372.578122 + Penalty 3074.325641 = -1371298.252481
  nChanged 13
		SP:Iteration 10Q (6581.720000 sec): 3 clusters
  Score: Raw -1374374.687468 + Penalty 3074.325641 = -1371300.361827
  nChanged 10
		SP:Iteration 11Q (6581.930000 sec): 3 clusters
  Score: Raw -1374376.398105 + Penalty 3074.325641 = -1371302.072463
  nChanged 4
		SP:Iteration 12Q (6582.190000 sec): 3 clusters
  Score: Raw -1374376.864794 + Penalty 3074.325641 = -1371302.539152
  nChanged 1
		SP:Iteration 13Q (6582.390000 sec): 3 clusters
  Score: Raw -1374376.937250 + Penalty 3074.325641 = -1371302.611608
  nChanged 2
		SP:Iteration 14Q (6582.650000 sec): 3 clusters
  Score: Raw -1374377.130418 + Penalty 3074.325641 = -1371302.804777
  nChanged 0
		SP:Iteration 15F (6582.910000 sec): 3 clusters
  Score: Raw -1374377.130418 + Penalty 3074.325641 = -1371302.804777
  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 8.59 GB.

 Trying to split cluster 48 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6582.980000 sec): 2 clusters
  Score: Raw -20877.249070 + Penalty 901.091335 = -19976.157735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6583.170000 sec): 3 clusters
  Score: Raw -21084.982151 + Penalty 1802.182669 = -19282.799482
  nChanged 52
		SP:Iteration 1F (6583.370000 sec): 3 clusters
  Score: Raw -21259.592343 + Penalty 1802.182669 = -19457.409673
  nChanged 14
		SP:Iteration 2F (6583.570000 sec): 3 clusters
  Score: Raw -21304.222568 + Penalty 1802.182669 = -19502.039899
  nChanged 5
		SP:Iteration 3Q (6583.770000 sec): 3 clusters
  Score: Raw -21318.093217 + Penalty 1802.182669 = -19515.910548
  nChanged 3
		SP:Iteration 4Q (6583.940000 sec): 3 clusters
  Score: Raw -21337.826147 + Penalty 1802.182669 = -19535.643477
  nChanged 1
		SP:Iteration 5Q (6584.090000 sec): 3 clusters
  Score: Raw -21341.566374 + Penalty 1802.182669 = -19539.383704
  nChanged 0
		SP:Iteration 6F (6584.270000 sec): 3 clusters
  Score: Raw -21341.566374 + Penalty 1802.182669 = -19539.383704
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 49 (12825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6584.400000 sec): 2 clusters
  Score: Raw -1259213.158779 + Penalty 1537.112146 = -1257676.046632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6584.670000 sec): 3 clusters
  Score: Raw -1251720.074988 + Penalty 3074.224293 = -1248645.850695
  nChanged 5696
		SP:Iteration 1F (6584.930000 sec): 3 clusters
  Score: Raw -1255025.999428 + Penalty 3074.224293 = -1251951.775135
  nChanged 915
		SP:Iteration 2F (6585.210000 sec): 3 clusters
  Score: Raw -1255572.490154 + Penalty 3074.224293 = -1252498.265861
  nChanged 907
		SP:Iteration 3F (6585.420000 sec): 3 clusters
  Score: Raw -1256156.026235 + Penalty 3074.224293 = -1253081.801942
  nChanged 878
		SP:Iteration 4F (6585.690000 sec): 3 clusters
  Score: Raw -1256744.945027 + Penalty 3074.224293 = -1253670.720734
  nChanged 879
		SP:Iteration 5F (6585.890000 sec): 3 clusters
  Score: Raw -1257366.775736 + Penalty 3074.224293 = -1254292.551444
  nChanged 816
		SP:Iteration 6F (6586.100000 sec): 3 clusters
  Score: Raw -1257988.328875 + Penalty 3074.224293 = -1254914.104582
  nChanged 709
		SP:Iteration 7F (6586.380000 sec): 3 clusters
  Score: Raw -1258528.791573 + Penalty 3074.224293 = -1255454.567280
  nChanged 595
		SP:Iteration 8Q (6586.600000 sec): 3 clusters
  Score: Raw -1258949.472771 + Penalty 3074.224293 = -1255875.248478
  nChanged 463
		SP:Iteration 9Q (6586.870000 sec): 3 clusters
  Score: Raw -1259263.912193 + Penalty 3074.224293 = -1256189.687900
  nChanged 352
		SP:Iteration 10Q (6587.100000 sec): 3 clusters
  Score: Raw -1259514.236298 + Penalty 3074.224293 = -1256440.012005
  nChanged 274
		SP:Iteration 11Q (6587.300000 sec): 3 clusters
  Score: Raw -1259716.354585 + Penalty 3074.224293 = -1256642.130293
  nChanged 234
		SP:Iteration 12Q (6587.570000 sec): 3 clusters
  Score: Raw -1259855.273211 + Penalty 3074.224293 = -1256781.048919
  nChanged 172
		SP:Iteration 13Q (6587.770000 sec): 3 clusters
  Score: Raw -1259939.578506 + Penalty 3074.224293 = -1256865.354213
  nChanged 130
		SP:Iteration 14Q (6588.040000 sec): 3 clusters
  Score: Raw -1259996.624556 + Penalty 3074.224293 = -1256922.400263
  nChanged 100
		SP:Iteration 15Q (6588.250000 sec): 3 clusters
  Score: Raw -1260043.569097 + Penalty 3074.224293 = -1256969.344804
  nChanged 93
		SP:Iteration 16Q (6588.470000 sec): 3 clusters
  Score: Raw -1260097.975617 + Penalty 3074.224293 = -1257023.751324
  nChanged 78
		SP:Iteration 17Q (6588.720000 sec): 3 clusters
  Score: Raw -1260134.250752 + Penalty 3074.224293 = -1257060.026459
  nChanged 67
		SP:Iteration 18Q (6588.980000 sec): 3 clusters
  Score: Raw -1260159.086875 + Penalty 3074.224293 = -1257084.862582
  nChanged 47
		SP:Iteration 19Q (6589.230000 sec): 3 clusters
  Score: Raw -1260177.185247 + Penalty 3074.224293 = -1257102.960954
  nChanged 34
		SP:Iteration 20F (6589.490000 sec): 3 clusters
  Score: Raw -1260189.572976 + Penalty 3074.224293 = -1257115.348684
  nChanged 34
		SP:Iteration 21Q (6589.710000 sec): 3 clusters
  Score: Raw -1260199.488436 + Penalty 3074.224293 = -1257125.264143
  nChanged 35
		SP:Iteration 22Q (6589.990000 sec): 3 clusters
  Score: Raw -1260211.119920 + Penalty 3074.224293 = -1257136.895627
  nChanged 33
		SP:Iteration 23Q (6590.260000 sec): 3 clusters
  Score: Raw -1260226.695187 + Penalty 3074.224293 = -1257152.470894
  nChanged 34
		SP:Iteration 24Q (6590.480000 sec): 3 clusters
  Score: Raw -1260247.573453 + Penalty 3074.224293 = -1257173.349161
  nChanged 42
		SP:Iteration 25Q (6590.690000 sec): 3 clusters
  Score: Raw -1260275.177155 + Penalty 3074.224293 = -1257200.952862
  nChanged 36
		SP:Iteration 26Q (6590.950000 sec): 3 clusters
  Score: Raw -1260290.671289 + Penalty 3074.224293 = -1257216.446996
  nChanged 35
		SP:Iteration 27Q (6591.170000 sec): 3 clusters
  Score: Raw -1260306.310830 + Penalty 3074.224293 = -1257232.086537
  nChanged 38
		SP:Iteration 28Q (6591.430000 sec): 3 clusters
  Score: Raw -1260317.275287 + Penalty 3074.224293 = -1257243.050994
  nChanged 30
		SP:Iteration 29Q (6591.690000 sec): 3 clusters
  Score: Raw -1260325.515123 + Penalty 3074.224293 = -1257251.290830
  nChanged 24
		SP:Iteration 30Q (6591.910000 sec): 3 clusters
  Score: Raw -1260331.579676 + Penalty 3074.224293 = -1257257.355383
  nChanged 15
		SP:Iteration 31Q (6592.170000 sec): 3 clusters
  Score: Raw -1260335.338961 + Penalty 3074.224293 = -1257261.114668
  nChanged 15
		SP:Iteration 32Q (6592.410000 sec): 3 clusters
  Score: Raw -1260339.156176 + Penalty 3074.224293 = -1257264.931883
  nChanged 12
		SP:Iteration 33Q (6592.610000 sec): 3 clusters
  Score: Raw -1260342.318143 + Penalty 3074.224293 = -1257268.093850
  nChanged 15
		SP:Iteration 34Q (6592.830000 sec): 3 clusters
  Score: Raw -1260345.496413 + Penalty 3074.224293 = -1257271.272120
  nChanged 11
		SP:Iteration 35Q (6593.080000 sec): 3 clusters
  Score: Raw -1260347.527113 + Penalty 3074.224293 = -1257273.302820
  nChanged 8
		SP:Iteration 36Q (6593.300000 sec): 3 clusters
  Score: Raw -1260349.651740 + Penalty 3074.224293 = -1257275.427447
  nChanged 9
		SP:Iteration 37Q (6593.510000 sec): 3 clusters
  Score: Raw -1260351.073556 + Penalty 3074.224293 = -1257276.849263
  nChanged 8
		SP:Iteration 38Q (6593.730000 sec): 3 clusters
  Score: Raw -1260352.338558 + Penalty 3074.224293 = -1257278.114266
  nChanged 8
		SP:Iteration 39Q (6593.940000 sec): 3 clusters
  Score: Raw -1260353.843513 + Penalty 3074.224293 = -1257279.619220
  nChanged 5
		SP:Iteration 40F (6594.170000 sec): 3 clusters
  Score: Raw -1260354.918632 + Penalty 3074.224293 = -1257280.694339
  nChanged 5
		SP:Iteration 41Q (6594.400000 sec): 3 clusters
  Score: Raw -1260355.572823 + Penalty 3074.224293 = -1257281.348530
  nChanged 3
		SP:Iteration 42Q (6594.670000 sec): 3 clusters
  Score: Raw -1260356.083592 + Penalty 3074.224293 = -1257281.859299
  nChanged 5
		SP:Iteration 43Q (6594.870000 sec): 3 clusters
  Score: Raw -1260357.570381 + Penalty 3074.224293 = -1257283.346088
  nChanged 7
		SP:Iteration 44Q (6595.170000 sec): 3 clusters
  Score: Raw -1260358.702124 + Penalty 3074.224293 = -1257284.477831
  nChanged 7
		SP:Iteration 45Q (6595.400000 sec): 3 clusters
  Score: Raw -1260359.448115 + Penalty 3074.224293 = -1257285.223822
  nChanged 2
		SP:Iteration 46Q (6595.620000 sec): 3 clusters
  Score: Raw -1260359.963886 + Penalty 3074.224293 = -1257285.739593
  nChanged 2
		SP:Iteration 47Q (6595.860000 sec): 3 clusters
  Score: Raw -1260360.145827 + Penalty 3074.224293 = -1257285.921535
  nChanged 1
		SP:Iteration 48Q (6596.040000 sec): 3 clusters
  Score: Raw -1260360.230251 + Penalty 3074.224293 = -1257286.005958
  nChanged 1
		SP:Iteration 49Q (6596.240000 sec): 3 clusters
  Score: Raw -1260360.286765 + Penalty 3074.224293 = -1257286.062473
  nChanged 1
		SP:Iteration 50Q (6596.490000 sec): 3 clusters
  Score: Raw -1260360.574702 + Penalty 3074.224293 = -1257286.350410
  nChanged 1
		SP:Iteration 51Q (6596.780000 sec): 3 clusters
  Score: Raw -1260360.677196 + Penalty 3074.224293 = -1257286.452903
  nChanged 1
		SP:Iteration 52Q (6596.990000 sec): 3 clusters
  Score: Raw -1260360.899383 + Penalty 3074.224293 = -1257286.675090
  nChanged 3
		SP:Iteration 53Q (6597.210000 sec): 3 clusters
  Score: Raw -1260361.361546 + Penalty 3074.224293 = -1257287.137253
  nChanged 2
		SP:Iteration 54Q (6597.460000 sec): 3 clusters
  Score: Raw -1260361.617005 + Penalty 3074.224293 = -1257287.392712
  nChanged 1
		SP:Iteration 55Q (6597.710000 sec): 3 clusters
  Score: Raw -1260361.782214 + Penalty 3074.224293 = -1257287.557921
  nChanged 1
		SP:Iteration 56Q (6597.880000 sec): 3 clusters
  Score: Raw -1260362.014845 + Penalty 3074.224293 = -1257287.790552
  nChanged 2
		SP:Iteration 57Q (6598.140000 sec): 3 clusters
  Score: Raw -1260362.430949 + Penalty 3074.224293 = -1257288.206656
  nChanged 2
		SP:Iteration 58Q (6598.370000 sec): 3 clusters
  Score: Raw -1260362.778281 + Penalty 3074.224293 = -1257288.553988
  nChanged 2
		SP:Iteration 59Q (6598.580000 sec): 3 clusters
  Score: Raw -1260363.273289 + Penalty 3074.224293 = -1257289.048996
  nChanged 4
		SP:Iteration 60F (6598.790000 sec): 3 clusters
  Score: Raw -1260363.882284 + Penalty 3074.224293 = -1257289.657991
  nChanged 1
		SP:Iteration 61Q (6599.020000 sec): 3 clusters
  Score: Raw -1260363.977316 + Penalty 3074.224293 = -1257289.753024
  nChanged 1
		SP:Iteration 62Q (6599.240000 sec): 3 clusters
  Score: Raw -1260364.123779 + Penalty 3074.224293 = -1257289.899487
  nChanged 0
		SP:Iteration 63F (6599.490000 sec): 3 clusters
  Score: Raw -1260364.123779 + Penalty 3074.224293 = -1257289.899487
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 50 (24696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6599.690000 sec): 2 clusters
  Score: Raw -2622578.265275 + Penalty 1643.589442 = -2620934.675833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6599.960000 sec): 3 clusters
  Score: Raw -2607545.547918 + Penalty 3287.178884 = -2604258.369034
  nChanged 11272
		SP:Iteration 1F (6600.280000 sec): 3 clusters
  Score: Raw -2614049.424048 + Penalty 3287.178884 = -2610762.245164
  nChanged 1439
		SP:Iteration 2F (6600.610000 sec): 3 clusters
  Score: Raw -2614696.433212 + Penalty 3287.178884 = -2611409.254328
  nChanged 1457
		SP:Iteration 3F (6600.970000 sec): 3 clusters
  Score: Raw -2615420.151117 + Penalty 3287.178884 = -2612132.972233
  nChanged 1495
		SP:Iteration 4F (6601.300000 sec): 3 clusters
  Score: Raw -2616209.608183 + Penalty 3287.178884 = -2612922.429299
  nChanged 1391
		SP:Iteration 5F (6601.590000 sec): 3 clusters
  Score: Raw -2616886.310321 + Penalty 3287.178884 = -2613599.131437
  nChanged 1219
		SP:Iteration 6Q (6601.910000 sec): 3 clusters
  Score: Raw -2617430.298806 + Penalty 3287.178884 = -2614143.119922
  nChanged 1049
		SP:Iteration 7Q (6602.180000 sec): 3 clusters
  Score: Raw -2617872.267213 + Penalty 3287.178884 = -2614585.088329
  nChanged 920
		SP:Iteration 8Q (6602.540000 sec): 3 clusters
  Score: Raw -2618228.256434 + Penalty 3287.178884 = -2614941.077549
  nChanged 783
		SP:Iteration 9Q (6602.780000 sec): 3 clusters
  Score: Raw -2618520.397579 + Penalty 3287.178884 = -2615233.218694
  nChanged 711
		SP:Iteration 10Q (6603.130000 sec): 3 clusters
  Score: Raw -2618792.777166 + Penalty 3287.178884 = -2615505.598282
  nChanged 667
		SP:Iteration 11Q (6603.440000 sec): 3 clusters
  Score: Raw -2619062.469739 + Penalty 3287.178884 = -2615775.290855
  nChanged 648
		SP:Iteration 12Q (6603.770000 sec): 3 clusters
  Score: Raw -2619322.343836 + Penalty 3287.178884 = -2616035.164952
  nChanged 655
		SP:Iteration 13Q (6604.090000 sec): 3 clusters
  Score: Raw -2619602.038188 + Penalty 3287.178884 = -2616314.859304
  nChanged 659
		SP:Iteration 14Q (6604.420000 sec): 3 clusters
  Score: Raw -2619936.543979 + Penalty 3287.178884 = -2616649.365095
  nChanged 774
		SP:Iteration 15Q (6604.750000 sec): 3 clusters
  Score: Raw -2620426.452817 + Penalty 3287.178884 = -2617139.273933
  nChanged 867
		SP:Iteration 16Q (6605.110000 sec): 3 clusters
  Score: Raw -2621062.114149 + Penalty 3287.178884 = -2617774.935265
  nChanged 934
		SP:Iteration 17Q (6605.440000 sec): 3 clusters
  Score: Raw -2621858.567831 + Penalty 3287.178884 = -2618571.388947
  nChanged 911
		SP:Iteration 18Q (6605.770000 sec): 3 clusters
  Score: Raw -2622611.915041 + Penalty 3287.178884 = -2619324.736157
  nChanged 792
		SP:Iteration 19Q (6606.030000 sec): 3 clusters
  Score: Raw -2623293.920217 + Penalty 3287.178884 = -2620006.741333
  nChanged 686
		SP:Iteration 20F (6606.310000 sec): 3 clusters
  Score: Raw -2623916.526667 + Penalty 3287.178884 = -2620629.347783
  nChanged 577
		SP:Iteration 21Q (6606.610000 sec): 3 clusters
  Score: Raw -2624368.554364 + Penalty 3287.178884 = -2621081.375480
  nChanged 474
		SP:Iteration 22Q (6606.920000 sec): 3 clusters
  Score: Raw -2624620.078185 + Penalty 3287.178884 = -2621332.899301
  nChanged 375
		SP:Iteration 23Q (6607.290000 sec): 3 clusters
  Score: Raw -2624757.120160 + Penalty 3287.178884 = -2621469.941276
  nChanged 313
		SP:Iteration 24Q (6607.600000 sec): 3 clusters
  Score: Raw -2624868.173878 + Penalty 3287.178884 = -2621580.994994
  nChanged 310
		SP:Iteration 25Q (6607.910000 sec): 3 clusters
  Score: Raw -2624977.326687 + Penalty 3287.178884 = -2621690.147803
  nChanged 300
		SP:Iteration 26Q (6608.250000 sec): 3 clusters
  Score: Raw -2625083.155097 + Penalty 3287.178884 = -2621795.976213
  nChanged 296
		SP:Iteration 27Q (6608.570000 sec): 3 clusters
  Score: Raw -2625189.096930 + Penalty 3287.178884 = -2621901.918046
  nChanged 309
		SP:Iteration 28Q (6608.860000 sec): 3 clusters
  Score: Raw -2625309.280988 + Penalty 3287.178884 = -2622022.102104
  nChanged 296
		SP:Iteration 29Q (6609.120000 sec): 3 clusters
  Score: Raw -2625406.674543 + Penalty 3287.178884 = -2622119.495659
  nChanged 283
		SP:Iteration 30Q (6609.480000 sec): 3 clusters
  Score: Raw -2625499.599855 + Penalty 3287.178884 = -2622212.420971
  nChanged 293
		SP:Iteration 31Q (6609.810000 sec): 3 clusters
  Score: Raw -2625602.233554 + Penalty 3287.178884 = -2622315.054670
  nChanged 315
		SP:Iteration 32Q (6610.110000 sec): 3 clusters
  Score: Raw -2625722.733118 + Penalty 3287.178884 = -2622435.554234
  nChanged 343
		SP:Iteration 33Q (6610.410000 sec): 3 clusters
  Score: Raw -2625858.961789 + Penalty 3287.178884 = -2622571.782905
  nChanged 392
		SP:Iteration 34Q (6610.670000 sec): 3 clusters
  Score: Raw -2626029.019078 + Penalty 3287.178884 = -2622741.840194
  nChanged 432
		SP:Iteration 35Q (6610.970000 sec): 3 clusters
  Score: Raw -2626230.532148 + Penalty 3287.178884 = -2622943.353264
  nChanged 448
		SP:Iteration 36Q (6611.220000 sec): 3 clusters
  Score: Raw -2626451.187922 + Penalty 3287.178884 = -2623164.009038
  nChanged 495
		SP:Iteration 37Q (6611.520000 sec): 3 clusters
  Score: Raw -2626727.481553 + Penalty 3287.178884 = -2623440.302669
  nChanged 548
		SP:Iteration 38Q (6611.790000 sec): 3 clusters
  Score: Raw -2627082.890063 + Penalty 3287.178884 = -2623795.711179
  nChanged 593
		SP:Iteration 39Q (6612.060000 sec): 3 clusters
  Score: Raw -2627521.937837 + Penalty 3287.178884 = -2624234.758953
  nChanged 633
		SP:Iteration 40F (6612.310000 sec): 3 clusters
  Score: Raw -2628284.044621 + Penalty 3287.178884 = -2624996.865737
  nChanged 732
		SP:Iteration 41Q (6612.570000 sec): 3 clusters
  Score: Raw -2629349.361234 + Penalty 3287.178884 = -2626062.182350
  nChanged 677
		SP:Iteration 42Q (6612.870000 sec): 3 clusters
  Score: Raw -2630549.752692 + Penalty 3287.178884 = -2627262.573808
  nChanged 508
		SP:Iteration 43Q (6613.070000 sec): 3 clusters
  Score: Raw -2631409.989028 + Penalty 3287.178884 = -2628122.810143
  nChanged 251
		SP:Iteration 44Q (6613.350000 sec): 3 clusters
  Score: Raw -2631620.298570 + Penalty 3287.178884 = -2628333.119686
  nChanged 100
		SP:Iteration 45Q (6613.600000 sec): 3 clusters
  Score: Raw -2631651.273670 + Penalty 3287.178884 = -2628364.094786
  nChanged 35
		SP:Iteration 46Q (6613.870000 sec): 3 clusters
  Score: Raw -2631655.984741 + Penalty 3287.178884 = -2628368.805857
  nChanged 15
		SP:Iteration 47Q (6614.180000 sec): 3 clusters
  Score: Raw -2631657.428187 + Penalty 3287.178884 = -2628370.249303
  nChanged 5
		SP:Iteration 48Q (6614.490000 sec): 3 clusters
  Score: Raw -2631657.723814 + Penalty 3287.178884 = -2628370.544930
  nChanged 1
		SP:Iteration 49Q (6614.800000 sec): 3 clusters
  Score: Raw -2631657.735996 + Penalty 3287.178884 = -2628370.557112
  nChanged 1
		SP:Iteration 50Q (6615.120000 sec): 3 clusters
  Score: Raw -2631657.832952 + Penalty 3287.178884 = -2628370.654068
  nChanged 1
		SP:Iteration 51Q (6615.410000 sec): 3 clusters
  Score: Raw -2631657.877685 + Penalty 3287.178884 = -2628370.698801
  nChanged 0
		SP:Iteration 52F (6615.720000 sec): 3 clusters
  Score: Raw -2631657.877685 + Penalty 3287.178884 = -2628370.698801
  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 8.59 GB.

 Trying to split cluster 51 (2594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6615.890000 sec): 2 clusters
  Score: Raw -261978.087022 + Penalty 1277.405409 = -260700.681613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6616.040000 sec): 3 clusters
  Score: Raw -260775.680559 + Penalty 2554.810819 = -258220.869741
  nChanged 949
		SP:Iteration 1F (6616.260000 sec): 3 clusters
  Score: Raw -261389.631411 + Penalty 2554.810819 = -258834.820593
  nChanged 211
		SP:Iteration 2F (6616.440000 sec): 3 clusters
  Score: Raw -261543.028908 + Penalty 2554.810819 = -258988.218090
  nChanged 136
		SP:Iteration 3F (6616.600000 sec): 3 clusters
  Score: Raw -261637.015975 + Penalty 2554.810819 = -259082.205157
  nChanged 116
		SP:Iteration 4Q (6616.790000 sec): 3 clusters
  Score: Raw -261727.233245 + Penalty 2554.810819 = -259172.422427
  nChanged 110
		SP:Iteration 5Q (6616.970000 sec): 3 clusters
  Score: Raw -261818.482794 + Penalty 2554.810819 = -259263.671975
  nChanged 88
		SP:Iteration 6Q (6617.140000 sec): 3 clusters
  Score: Raw -261894.237661 + Penalty 2554.810819 = -259339.426843
  nChanged 77
		SP:Iteration 7Q (6617.320000 sec): 3 clusters
  Score: Raw -261963.647632 + Penalty 2554.810819 = -259408.836813
  nChanged 70
		SP:Iteration 8Q (6617.520000 sec): 3 clusters
  Score: Raw -262036.414309 + Penalty 2554.810819 = -259481.603490
  nChanged 50
		SP:Iteration 9Q (6617.730000 sec): 3 clusters
  Score: Raw -262079.581318 + Penalty 2554.810819 = -259524.770500
  nChanged 54
		SP:Iteration 10Q (6617.920000 sec): 3 clusters
  Score: Raw -262136.801800 + Penalty 2554.810819 = -259581.990981
  nChanged 56
		SP:Iteration 11Q (6618.120000 sec): 3 clusters
  Score: Raw -262201.417952 + Penalty 2554.810819 = -259646.607133
  nChanged 42
		SP:Iteration 12Q (6618.280000 sec): 3 clusters
  Score: Raw -262246.539905 + Penalty 2554.810819 = -259691.729086
  nChanged 37
		SP:Iteration 13Q (6618.460000 sec): 3 clusters
  Score: Raw -262282.155785 + Penalty 2554.810819 = -259727.344966
  nChanged 30
		SP:Iteration 14Q (6618.670000 sec): 3 clusters
  Score: Raw -262309.637373 + Penalty 2554.810819 = -259754.826555
  nChanged 24
		SP:Iteration 15Q (6618.900000 sec): 3 clusters
  Score: Raw -262333.619236 + Penalty 2554.810819 = -259778.808418
  nChanged 21
		SP:Iteration 16Q (6619.090000 sec): 3 clusters
  Score: Raw -262350.865324 + Penalty 2554.810819 = -259796.054506
  nChanged 16
		SP:Iteration 17Q (6619.270000 sec): 3 clusters
  Score: Raw -262361.424814 + Penalty 2554.810819 = -259806.613995
  nChanged 9
		SP:Iteration 18Q (6619.470000 sec): 3 clusters
  Score: Raw -262368.437029 + Penalty 2554.810819 = -259813.626210
  nChanged 6
		SP:Iteration 19Q (6619.680000 sec): 3 clusters
  Score: Raw -262371.466719 + Penalty 2554.810819 = -259816.655900
  nChanged 2
		SP:Iteration 20F (6619.840000 sec): 3 clusters
  Score: Raw -262372.859131 + Penalty 2554.810819 = -259818.048312
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 52 (1798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6619.940000 sec): 2 clusters
  Score: Raw -185215.732865 + Penalty 1217.844910 = -183997.887956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6620.160000 sec): 3 clusters
  Score: Raw -184478.737470 + Penalty 2435.689820 = -182043.047650
  nChanged 627
		SP:Iteration 1F (6620.360000 sec): 3 clusters
  Score: Raw -184921.052431 + Penalty 2435.689820 = -182485.362611
  nChanged 143
		SP:Iteration 2F (6620.570000 sec): 3 clusters
  Score: Raw -185040.092687 + Penalty 2435.689820 = -182604.402867
  nChanged 86
		SP:Iteration 3Q (6620.760000 sec): 3 clusters
  Score: Raw -185112.506603 + Penalty 2435.689820 = -182676.816784
  nChanged 70
		SP:Iteration 4Q (6620.990000 sec): 3 clusters
  Score: Raw -185169.366463 + Penalty 2435.689820 = -182733.676643
  nChanged 66
		SP:Iteration 5Q (6621.180000 sec): 3 clusters
  Score: Raw -185233.291955 + Penalty 2435.689820 = -182797.602135
  nChanged 61
		SP:Iteration 6Q (6621.360000 sec): 3 clusters
  Score: Raw -185287.748911 + Penalty 2435.689820 = -182852.059091
  nChanged 39
		SP:Iteration 7Q (6621.550000 sec): 3 clusters
  Score: Raw -185323.435651 + Penalty 2435.689820 = -182887.745831
  nChanged 28
		SP:Iteration 8Q (6621.730000 sec): 3 clusters
  Score: Raw -185345.847808 + Penalty 2435.689820 = -182910.157988
  nChanged 23
		SP:Iteration 9Q (6621.870000 sec): 3 clusters
  Score: Raw -185372.643155 + Penalty 2435.689820 = -182936.953336
  nChanged 19
		SP:Iteration 10Q (6622.050000 sec): 3 clusters
  Score: Raw -185389.776576 + Penalty 2435.689820 = -182954.086756
  nChanged 14
		SP:Iteration 11Q (6622.240000 sec): 3 clusters
  Score: Raw -185401.020234 + Penalty 2435.689820 = -182965.330414
  nChanged 10
		SP:Iteration 12Q (6622.500000 sec): 3 clusters
  Score: Raw -185409.703334 + Penalty 2435.689820 = -182974.013514
  nChanged 12
		SP:Iteration 13Q (6622.640000 sec): 3 clusters
  Score: Raw -185419.229502 + Penalty 2435.689820 = -182983.539682
  nChanged 11
		SP:Iteration 14Q (6622.850000 sec): 3 clusters
  Score: Raw -185431.992916 + Penalty 2435.689820 = -182996.303096
  nChanged 10
		SP:Iteration 15Q (6623.080000 sec): 3 clusters
  Score: Raw -185440.147763 + Penalty 2435.689820 = -183004.457943
  nChanged 10
		SP:Iteration 16Q (6623.300000 sec): 3 clusters
  Score: Raw -185447.053500 + Penalty 2435.689820 = -183011.363680
  nChanged 8
		SP:Iteration 17Q (6623.480000 sec): 3 clusters
  Score: Raw -185454.828911 + Penalty 2435.689820 = -183019.139091
  nChanged 5
		SP:Iteration 18Q (6623.690000 sec): 3 clusters
  Score: Raw -185458.493866 + Penalty 2435.689820 = -183022.804046
  nChanged 6
		SP:Iteration 19Q (6623.880000 sec): 3 clusters
  Score: Raw -185461.179738 + Penalty 2435.689820 = -183025.489918
  nChanged 1
		SP:Iteration 20F (6624.080000 sec): 3 clusters
  Score: Raw -185461.812735 + Penalty 2435.689820 = -183026.122915
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 53 (4386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6624.190000 sec): 2 clusters
  Score: Raw -442150.791338 + Penalty 1362.753101 = -440788.038237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6624.390000 sec): 3 clusters
  Score: Raw -439940.575167 + Penalty 2725.506202 = -437215.068965
  nChanged 1753
		SP:Iteration 1F (6624.650000 sec): 3 clusters
  Score: Raw -440901.490524 + Penalty 2725.506202 = -438175.984322
  nChanged 304
		SP:Iteration 2F (6624.820000 sec): 3 clusters
  Score: Raw -441062.425303 + Penalty 2725.506202 = -438336.919101
  nChanged 222
		SP:Iteration 3F (6624.980000 sec): 3 clusters
  Score: Raw -441178.250681 + Penalty 2725.506202 = -438452.744480
  nChanged 154
		SP:Iteration 4Q (6625.210000 sec): 3 clusters
  Score: Raw -441250.572757 + Penalty 2725.506202 = -438525.066556
  nChanged 136
		SP:Iteration 5Q (6625.440000 sec): 3 clusters
  Score: Raw -441308.022853 + Penalty 2725.506202 = -438582.516651
  nChanged 126
		SP:Iteration 6Q (6625.680000 sec): 3 clusters
  Score: Raw -441366.057033 + Penalty 2725.506202 = -438640.550831
  nChanged 115
		SP:Iteration 7Q (6625.950000 sec): 3 clusters
  Score: Raw -441412.515348 + Penalty 2725.506202 = -438687.009146
  nChanged 98
		SP:Iteration 8Q (6626.140000 sec): 3 clusters
  Score: Raw -441454.215166 + Penalty 2725.506202 = -438728.708964
  nChanged 100
		SP:Iteration 9Q (6626.280000 sec): 3 clusters
  Score: Raw -441493.756105 + Penalty 2725.506202 = -438768.249903
  nChanged 88
		SP:Iteration 10Q (6626.410000 sec): 3 clusters
  Score: Raw -441526.838662 + Penalty 2725.506202 = -438801.332460
  nChanged 74
		SP:Iteration 11Q (6626.550000 sec): 3 clusters
  Score: Raw -441554.148835 + Penalty 2725.506202 = -438828.642633
  nChanged 62
		SP:Iteration 12Q (6626.720000 sec): 3 clusters
  Score: Raw -441571.933335 + Penalty 2725.506202 = -438846.427133
  nChanged 52
		SP:Iteration 13Q (6626.870000 sec): 3 clusters
  Score: Raw -441585.486387 + Penalty 2725.506202 = -438859.980185
  nChanged 47
		SP:Iteration 14Q (6627.000000 sec): 3 clusters
  Score: Raw -441599.696316 + Penalty 2725.506202 = -438874.190114
  nChanged 49
		SP:Iteration 15Q (6627.230000 sec): 3 clusters
  Score: Raw -441613.630631 + Penalty 2725.506202 = -438888.124429
  nChanged 33
		SP:Iteration 16Q (6627.370000 sec): 3 clusters
  Score: Raw -441621.414632 + Penalty 2725.506202 = -438895.908430
  nChanged 36
		SP:Iteration 17Q (6627.560000 sec): 3 clusters
  Score: Raw -441630.834666 + Penalty 2725.506202 = -438905.328464
  nChanged 34
		SP:Iteration 18Q (6627.770000 sec): 3 clusters
  Score: Raw -441641.226938 + Penalty 2725.506202 = -438915.720736
  nChanged 29
		SP:Iteration 19Q (6627.950000 sec): 3 clusters
  Score: Raw -441649.942579 + Penalty 2725.506202 = -438924.436377
  nChanged 25
		SP:Iteration 20F (6628.180000 sec): 3 clusters
  Score: Raw -441657.220489 + Penalty 2725.506202 = -438931.714287
  nChanged 25
		SP:Iteration 21Q (6628.420000 sec): 3 clusters
  Score: Raw -441663.333473 + Penalty 2725.506202 = -438937.827271
  nChanged 20
		SP:Iteration 22Q (6628.600000 sec): 3 clusters
  Score: Raw -441668.623383 + Penalty 2725.506202 = -438943.117181
  nChanged 18
		SP:Iteration 23Q (6628.760000 sec): 3 clusters
  Score: Raw -441672.900516 + Penalty 2725.506202 = -438947.394314
  nChanged 18
		SP:Iteration 24Q (6628.920000 sec): 3 clusters
  Score: Raw -441679.409288 + Penalty 2725.506202 = -438953.903086
  nChanged 23
		SP:Iteration 25Q (6629.070000 sec): 3 clusters
  Score: Raw -441685.680328 + Penalty 2725.506202 = -438960.174126
  nChanged 20
		SP:Iteration 26Q (6629.250000 sec): 3 clusters
  Score: Raw -441690.065235 + Penalty 2725.506202 = -438964.559033
  nChanged 21
		SP:Iteration 27Q (6629.440000 sec): 3 clusters
  Score: Raw -441695.034133 + Penalty 2725.506202 = -438969.527931
  nChanged 18
		SP:Iteration 28Q (6629.620000 sec): 3 clusters
  Score: Raw -441699.784452 + Penalty 2725.506202 = -438974.278250
  nChanged 23
		SP:Iteration 29Q (6629.760000 sec): 3 clusters
  Score: Raw -441705.566180 + Penalty 2725.506202 = -438980.059978
  nChanged 22
		SP:Iteration 30Q (6629.920000 sec): 3 clusters
  Score: Raw -441710.175665 + Penalty 2725.506202 = -438984.669463
  nChanged 13
		SP:Iteration 31Q (6630.170000 sec): 3 clusters
  Score: Raw -441713.096096 + Penalty 2725.506202 = -438987.589894
  nChanged 9
		SP:Iteration 32Q (6630.370000 sec): 3 clusters
  Score: Raw -441715.178522 + Penalty 2725.506202 = -438989.672320
  nChanged 7
		SP:Iteration 33Q (6630.570000 sec): 3 clusters
  Score: Raw -441716.793376 + Penalty 2725.506202 = -438991.287174
  nChanged 7
		SP:Iteration 34Q (6630.680000 sec): 3 clusters
  Score: Raw -441718.695894 + Penalty 2725.506202 = -438993.189692
  nChanged 7
		SP:Iteration 35Q (6630.920000 sec): 3 clusters
  Score: Raw -441720.266682 + Penalty 2725.506202 = -438994.760480
  nChanged 10
		SP:Iteration 36Q (6631.110000 sec): 3 clusters
  Score: Raw -441722.399181 + Penalty 2725.506202 = -438996.892979
  nChanged 6
		SP:Iteration 37Q (6631.300000 sec): 3 clusters
  Score: Raw -441723.671284 + Penalty 2725.506202 = -438998.165082
  nChanged 5
		SP:Iteration 38Q (6631.500000 sec): 3 clusters
  Score: Raw -441724.882086 + Penalty 2725.506202 = -438999.375884
  nChanged 11
		SP:Iteration 39Q (6631.640000 sec): 3 clusters
  Score: Raw -441726.713375 + Penalty 2725.506202 = -439001.207173
  nChanged 6
		SP:Iteration 40F (6631.830000 sec): 3 clusters
  Score: Raw -441728.262924 + Penalty 2725.506202 = -439002.756722
  nChanged 3
		SP:Iteration 41Q (6632.040000 sec): 3 clusters
  Score: Raw -441729.480705 + Penalty 2725.506202 = -439003.974503
  nChanged 4
		SP:Iteration 42Q (6632.290000 sec): 3 clusters
  Score: Raw -441730.361649 + Penalty 2725.506202 = -439004.855448
  nChanged 6
		SP:Iteration 43Q (6632.490000 sec): 3 clusters
  Score: Raw -441731.417296 + Penalty 2725.506202 = -439005.911094
  nChanged 4
		SP:Iteration 44Q (6632.670000 sec): 3 clusters
  Score: Raw -441732.257759 + Penalty 2725.506202 = -439006.751557
  nChanged 7
		SP:Iteration 45Q (6632.910000 sec): 3 clusters
  Score: Raw -441733.417933 + Penalty 2725.506202 = -439007.911732
  nChanged 7
		SP:Iteration 46Q (6633.090000 sec): 3 clusters
  Score: Raw -441734.762790 + Penalty 2725.506202 = -439009.256588
  nChanged 3
		SP:Iteration 47Q (6633.270000 sec): 3 clusters
  Score: Raw -441735.204283 + Penalty 2725.506202 = -439009.698081
  nChanged 5
		SP:Iteration 48Q (6633.490000 sec): 3 clusters
  Score: Raw -441735.755172 + Penalty 2725.506202 = -439010.248970
  nChanged 2
		SP:Iteration 49Q (6633.620000 sec): 3 clusters
  Score: Raw -441736.146206 + Penalty 2725.506202 = -439010.640004
  nChanged 3
		SP:Iteration 50Q (6633.830000 sec): 3 clusters
  Score: Raw -441736.953599 + Penalty 2725.506202 = -439011.447397
  nChanged 8
		SP:Iteration 51Q (6634.040000 sec): 3 clusters
  Score: Raw -441739.507523 + Penalty 2725.506202 = -439014.001321
  nChanged 8
		SP:Iteration 52Q (6634.250000 sec): 3 clusters
  Score: Raw -441740.993194 + Penalty 2725.506202 = -439015.486992
  nChanged 8
		SP:Iteration 53Q (6634.420000 sec): 3 clusters
  Score: Raw -441742.496959 + Penalty 2725.506202 = -439016.990757
  nChanged 10
		SP:Iteration 54Q (6634.630000 sec): 3 clusters
  Score: Raw -441744.159620 + Penalty 2725.506202 = -439018.653418
  nChanged 7
		SP:Iteration 55Q (6634.830000 sec): 3 clusters
  Score: Raw -441745.112098 + Penalty 2725.506202 = -439019.605897
  nChanged 1
		SP:Iteration 56Q (6634.980000 sec): 3 clusters
  Score: Raw -441745.172571 + Penalty 2725.506202 = -439019.666369
  nChanged 1
		SP:Iteration 57Q (6635.210000 sec): 3 clusters
  Score: Raw -441745.264072 + Penalty 2725.506202 = -439019.757870
  nChanged 1
		SP:Iteration 58Q (6635.360000 sec): 3 clusters
  Score: Raw -441745.511381 + Penalty 2725.506202 = -439020.005179
  nChanged 1
		SP:Iteration 59Q (6635.520000 sec): 3 clusters
  Score: Raw -441746.057044 + Penalty 2725.506202 = -439020.550842
  nChanged 3
		SP:Iteration 60F (6635.710000 sec): 3 clusters
  Score: Raw -441746.591047 + Penalty 2725.506202 = -439021.084845
  nChanged 1
		SP:Iteration 61Q (6635.930000 sec): 3 clusters
  Score: Raw -441746.998727 + Penalty 2725.506202 = -439021.492525
  nChanged 2
		SP:Iteration 62Q (6636.130000 sec): 3 clusters
  Score: Raw -441747.257212 + Penalty 2725.506202 = -439021.751011
  nChanged 1
		SP:Iteration 63Q (6636.340000 sec): 3 clusters
  Score: Raw -441747.390041 + Penalty 2725.506202 = -439021.883839
  nChanged 1
		SP:Iteration 64Q (6636.530000 sec): 3 clusters
  Score: Raw -441747.642775 + Penalty 2725.506202 = -439022.136573
  nChanged 1
		SP:Iteration 65Q (6636.710000 sec): 3 clusters
  Score: Raw -441748.036500 + Penalty 2725.506202 = -439022.530298
  nChanged 1
		SP:Iteration 66Q (6636.930000 sec): 3 clusters
  Score: Raw -441748.078653 + Penalty 2725.506202 = -439022.572451
  nChanged 0
		SP:Iteration 67F (6637.090000 sec): 3 clusters
  Score: Raw -441748.078653 + Penalty 2725.506202 = -439022.572451
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 54 (5269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6637.200000 sec): 2 clusters
  Score: Raw -566637.537785 + Penalty 1392.559329 = -565244.978456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6637.430000 sec): 3 clusters
  Score: Raw -563894.624956 + Penalty 2785.118658 = -561109.506299
  nChanged 2165
		SP:Iteration 1F (6637.620000 sec): 3 clusters
  Score: Raw -565017.475045 + Penalty 2785.118658 = -562232.356387
  nChanged 364
		SP:Iteration 2F (6637.810000 sec): 3 clusters
  Score: Raw -565206.328794 + Penalty 2785.118658 = -562421.210136
  nChanged 277
		SP:Iteration 3F (6638.040000 sec): 3 clusters
  Score: Raw -565347.060846 + Penalty 2785.118658 = -562561.942188
  nChanged 245
		SP:Iteration 4Q (6638.250000 sec): 3 clusters
  Score: Raw -565486.237575 + Penalty 2785.118658 = -562701.118918
  nChanged 246
		SP:Iteration 5Q (6638.410000 sec): 3 clusters
  Score: Raw -565646.561153 + Penalty 2785.118658 = -562861.442495
  nChanged 253
		SP:Iteration 6Q (6638.590000 sec): 3 clusters
  Score: Raw -565820.864857 + Penalty 2785.118658 = -563035.746199
  nChanged 274
		SP:Iteration 7F (6638.810000 sec): 3 clusters
  Score: Raw -566024.861371 + Penalty 2785.118658 = -563239.742714
  nChanged 244
		SP:Iteration 8Q (6638.970000 sec): 3 clusters
  Score: Raw -566228.489946 + Penalty 2785.118658 = -563443.371289
  nChanged 217
		SP:Iteration 9Q (6639.160000 sec): 3 clusters
  Score: Raw -566404.166424 + Penalty 2785.118658 = -563619.047766
  nChanged 154
		SP:Iteration 10Q (6639.350000 sec): 3 clusters
  Score: Raw -566529.128986 + Penalty 2785.118658 = -563744.010328
  nChanged 105
		SP:Iteration 11Q (6639.530000 sec): 3 clusters
  Score: Raw -566624.528882 + Penalty 2785.118658 = -563839.410224
  nChanged 71
		SP:Iteration 12Q (6639.710000 sec): 3 clusters
  Score: Raw -566691.501833 + Penalty 2785.118658 = -563906.383175
  nChanged 49
		SP:Iteration 13Q (6639.920000 sec): 3 clusters
  Score: Raw -566732.842063 + Penalty 2785.118658 = -563947.723406
  nChanged 27
		SP:Iteration 14Q (6640.090000 sec): 3 clusters
  Score: Raw -566759.033373 + Penalty 2785.118658 = -563973.914715
  nChanged 24
		SP:Iteration 15Q (6640.290000 sec): 3 clusters
  Score: Raw -566782.130235 + Penalty 2785.118658 = -563997.011577
  nChanged 18
		SP:Iteration 16Q (6640.480000 sec): 3 clusters
  Score: Raw -566801.378246 + Penalty 2785.118658 = -564016.259588
  nChanged 18
		SP:Iteration 17Q (6640.680000 sec): 3 clusters
  Score: Raw -566819.944268 + Penalty 2785.118658 = -564034.825610
  nChanged 17
		SP:Iteration 18Q (6640.850000 sec): 3 clusters
  Score: Raw -566835.913339 + Penalty 2785.118658 = -564050.794681
  nChanged 10
		SP:Iteration 19Q (6641.020000 sec): 3 clusters
  Score: Raw -566842.800339 + Penalty 2785.118658 = -564057.681681
  nChanged 7
		SP:Iteration 20F (6641.190000 sec): 3 clusters
  Score: Raw -566849.565598 + Penalty 2785.118658 = -564064.446940
  nChanged 4
		SP:Iteration 21Q (6641.440000 sec): 3 clusters
  Score: Raw -566853.309744 + Penalty 2785.118658 = -564068.191086
  nChanged 3
		SP:Iteration 22Q (6641.590000 sec): 3 clusters
  Score: Raw -566854.573924 + Penalty 2785.118658 = -564069.455266
  nChanged 3
		SP:Iteration 23Q (6641.790000 sec): 3 clusters
  Score: Raw -566856.171261 + Penalty 2785.118658 = -564071.052603
  nChanged 1
		SP:Iteration 24Q (6641.990000 sec): 3 clusters
  Score: Raw -566857.733774 + Penalty 2785.118658 = -564072.615116
  nChanged 2
		SP:Iteration 25Q (6642.230000 sec): 3 clusters
  Score: Raw -566859.298527 + Penalty 2785.118658 = -564074.179869
  nChanged 0
		SP:Iteration 26F (6642.430000 sec): 3 clusters
  Score: Raw -566859.298527 + Penalty 2785.118658 = -564074.179869
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 55 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6642.520000 sec): 2 clusters
  Score: Raw -188041.161816 + Penalty 1255.581221 = -186785.580595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6642.740000 sec): 3 clusters
  Score: Raw -187176.899360 + Penalty 2511.162441 = -184665.736919
  nChanged 856
		SP:Iteration 1F (6642.920000 sec): 3 clusters
  Score: Raw -188293.510996 + Penalty 2511.162441 = -185782.348555
  nChanged 274
		SP:Iteration 2F (6643.070000 sec): 3 clusters
  Score: Raw -188840.837449 + Penalty 2511.162441 = -186329.675008
  nChanged 187
		SP:Iteration 3F (6643.240000 sec): 3 clusters
  Score: Raw -189140.811488 + Penalty 2511.162441 = -186629.649047
  nChanged 131
		SP:Iteration 4F (6643.450000 sec): 3 clusters
  Score: Raw -189302.752909 + Penalty 2511.162441 = -186791.590468
  nChanged 75
		SP:Iteration 5Q (6643.630000 sec): 3 clusters
  Score: Raw -189388.480914 + Penalty 2511.162441 = -186877.318473
  nChanged 43
		SP:Iteration 6Q (6643.800000 sec): 3 clusters
  Score: Raw -189450.949890 + Penalty 2511.162441 = -186939.787449
  nChanged 31
		SP:Iteration 7Q (6643.970000 sec): 3 clusters
  Score: Raw -189493.241103 + Penalty 2511.162441 = -186982.078662
  nChanged 30
		SP:Iteration 8Q (6644.160000 sec): 3 clusters
  Score: Raw -189520.422678 + Penalty 2511.162441 = -187009.260237
  nChanged 20
		SP:Iteration 9Q (6644.330000 sec): 3 clusters
  Score: Raw -189536.007747 + Penalty 2511.162441 = -187024.845306
  nChanged 17
		SP:Iteration 10Q (6644.510000 sec): 3 clusters
  Score: Raw -189545.470689 + Penalty 2511.162441 = -187034.308248
  nChanged 14
		SP:Iteration 11Q (6644.670000 sec): 3 clusters
  Score: Raw -189553.431799 + Penalty 2511.162441 = -187042.269358
  nChanged 12
		SP:Iteration 12Q (6644.870000 sec): 3 clusters
  Score: Raw -189560.387941 + Penalty 2511.162441 = -187049.225500
  nChanged 11
		SP:Iteration 13Q (6645.070000 sec): 3 clusters
  Score: Raw -189572.501061 + Penalty 2511.162441 = -187061.338620
  nChanged 14
		SP:Iteration 14Q (6645.240000 sec): 3 clusters
  Score: Raw -189585.441928 + Penalty 2511.162441 = -187074.279487
  nChanged 15
		SP:Iteration 15Q (6645.420000 sec): 3 clusters
  Score: Raw -189598.089183 + Penalty 2511.162441 = -187086.926742
  nChanged 18
		SP:Iteration 16Q (6645.600000 sec): 3 clusters
  Score: Raw -189627.419576 + Penalty 2511.162441 = -187116.257135
  nChanged 35
		SP:Iteration 17Q (6645.750000 sec): 3 clusters
  Score: Raw -189684.210297 + Penalty 2511.162441 = -187173.047856
  nChanged 25
		SP:Iteration 18Q (6645.930000 sec): 3 clusters
  Score: Raw -189717.668334 + Penalty 2511.162441 = -187206.505893
  nChanged 21
		SP:Iteration 19Q (6646.090000 sec): 3 clusters
  Score: Raw -189744.317756 + Penalty 2511.162441 = -187233.155315
  nChanged 19
		SP:Iteration 20F (6646.250000 sec): 3 clusters
  Score: Raw -189759.248335 + Penalty 2511.162441 = -187248.085894
  nChanged 17
		SP:Iteration 21Q (6646.400000 sec): 3 clusters
  Score: Raw -189765.791936 + Penalty 2511.162441 = -187254.629495
  nChanged 9
		SP:Iteration 22Q (6646.610000 sec): 3 clusters
  Score: Raw -189768.928640 + Penalty 2511.162441 = -187257.766199
  nChanged 4
		SP:Iteration 23Q (6646.770000 sec): 3 clusters
  Score: Raw -189770.255795 + Penalty 2511.162441 = -187259.093354
  nChanged 3
		SP:Iteration 24Q (6646.930000 sec): 3 clusters
  Score: Raw -189772.376367 + Penalty 2511.162441 = -187261.213926
  nChanged 4
		SP:Iteration 25Q (6647.130000 sec): 3 clusters
  Score: Raw -189773.549246 + Penalty 2511.162441 = -187262.386804
  nChanged 2
		SP:Iteration 26Q (6647.310000 sec): 3 clusters
  Score: Raw -189774.680184 + Penalty 2511.162441 = -187263.517743
  nChanged 3
		SP:Iteration 27Q (6647.470000 sec): 3 clusters
  Score: Raw -189775.967494 + Penalty 2511.162441 = -187264.805052
  nChanged 3
		SP:Iteration 28Q (6647.640000 sec): 3 clusters
  Score: Raw -189776.913596 + Penalty 2511.162441 = -187265.751155
  nChanged 1
		SP:Iteration 29Q (6647.820000 sec): 3 clusters
  Score: Raw -189777.160556 + Penalty 2511.162441 = -187265.998115
  nChanged 0
		SP:Iteration 30F (6647.980000 sec): 3 clusters
  Score: Raw -189777.160556 + Penalty 2511.162441 = -187265.998115
  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 8.59 GB.

 Trying to split cluster 56 (4214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6648.080000 sec): 2 clusters
  Score: Raw -433583.779583 + Penalty 1356.252234 = -432227.527349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6648.270000 sec): 3 clusters
  Score: Raw -431452.408634 + Penalty 2712.504468 = -428739.904165
  nChanged 1669
		SP:Iteration 1F (6648.490000 sec): 3 clusters
  Score: Raw -432362.784398 + Penalty 2712.504468 = -429650.279930
  nChanged 282
		SP:Iteration 2F (6648.690000 sec): 3 clusters
  Score: Raw -432502.973882 + Penalty 2712.504468 = -429790.469414
  nChanged 201
		SP:Iteration 3Q (6648.870000 sec): 3 clusters
  Score: Raw -432590.912397 + Penalty 2712.504468 = -429878.407929
  nChanged 141
		SP:Iteration 4Q (6649.070000 sec): 3 clusters
  Score: Raw -432655.386476 + Penalty 2712.504468 = -429942.882007
  nChanged 133
		SP:Iteration 5Q (6649.300000 sec): 3 clusters
  Score: Raw -432712.736310 + Penalty 2712.504468 = -430000.231842
  nChanged 115
		SP:Iteration 6Q (6649.510000 sec): 3 clusters
  Score: Raw -432765.110328 + Penalty 2712.504468 = -430052.605860
  nChanged 99
		SP:Iteration 7Q (6649.690000 sec): 3 clusters
  Score: Raw -432819.356545 + Penalty 2712.504468 = -430106.852077
  nChanged 112
		SP:Iteration 8Q (6649.880000 sec): 3 clusters
  Score: Raw -432884.756565 + Penalty 2712.504468 = -430172.252097
  nChanged 110
		SP:Iteration 9Q (6650.070000 sec): 3 clusters
  Score: Raw -432944.198153 + Penalty 2712.504468 = -430231.693685
  nChanged 112
		SP:Iteration 10Q (6650.300000 sec): 3 clusters
  Score: Raw -433001.166641 + Penalty 2712.504468 = -430288.662173
  nChanged 101
		SP:Iteration 11Q (6650.540000 sec): 3 clusters
  Score: Raw -433049.358795 + Penalty 2712.504468 = -430336.854327
  nChanged 105
		SP:Iteration 12Q (6650.730000 sec): 3 clusters
  Score: Raw -433114.896253 + Penalty 2712.504468 = -430402.391785
  nChanged 121
		SP:Iteration 13Q (6650.940000 sec): 3 clusters
  Score: Raw -433201.761792 + Penalty 2712.504468 = -430489.257324
  nChanged 154
		SP:Iteration 14Q (6651.130000 sec): 3 clusters
  Score: Raw -433325.071809 + Penalty 2712.504468 = -430612.567340
  nChanged 174
		SP:Iteration 15Q (6651.330000 sec): 3 clusters
  Score: Raw -433474.868692 + Penalty 2712.504468 = -430762.364223
  nChanged 189
		SP:Iteration 16Q (6651.510000 sec): 3 clusters
  Score: Raw -433687.046969 + Penalty 2712.504468 = -430974.542501
  nChanged 211
		SP:Iteration 17F (6651.710000 sec): 3 clusters
  Score: Raw -433928.959614 + Penalty 2712.504468 = -431216.455146
  nChanged 210
		SP:Iteration 18Q (6651.920000 sec): 3 clusters
  Score: Raw -434180.721730 + Penalty 2712.504468 = -431468.217262
  nChanged 207
		SP:Iteration 19Q (6652.090000 sec): 3 clusters
  Score: Raw -434415.504939 + Penalty 2712.504468 = -431703.000471
  nChanged 149
		SP:Iteration 20F (6652.310000 sec): 3 clusters
  Score: Raw -434549.910871 + Penalty 2712.504468 = -431837.406403
  nChanged 120
		SP:Iteration 21Q (6652.490000 sec): 3 clusters
  Score: Raw -434674.900666 + Penalty 2712.504468 = -431962.396198
  nChanged 101
		SP:Iteration 22Q (6652.710000 sec): 3 clusters
  Score: Raw -434782.347660 + Penalty 2712.504468 = -432069.843192
  nChanged 84
		SP:Iteration 23Q (6652.940000 sec): 3 clusters
  Score: Raw -434861.816099 + Penalty 2712.504468 = -432149.311630
  nChanged 68
		SP:Iteration 24Q (6653.120000 sec): 3 clusters
  Score: Raw -434944.036951 + Penalty 2712.504468 = -432231.532483
  nChanged 49
		SP:Iteration 25Q (6653.300000 sec): 3 clusters
  Score: Raw -434993.203882 + Penalty 2712.504468 = -432280.699414
  nChanged 31
		SP:Iteration 26Q (6653.500000 sec): 3 clusters
  Score: Raw -435009.732888 + Penalty 2712.504468 = -432297.228420
  nChanged 19
		SP:Iteration 27Q (6653.700000 sec): 3 clusters
  Score: Raw -435015.056905 + Penalty 2712.504468 = -432302.552437
  nChanged 7
		SP:Iteration 28Q (6653.900000 sec): 3 clusters
  Score: Raw -435016.817366 + Penalty 2712.504468 = -432304.312898
  nChanged 7
		SP:Iteration 29Q (6654.040000 sec): 3 clusters
  Score: Raw -435018.440607 + Penalty 2712.504468 = -432305.936139
  nChanged 6
		SP:Iteration 30Q (6654.240000 sec): 3 clusters
  Score: Raw -435019.887310 + Penalty 2712.504468 = -432307.382842
  nChanged 1
		SP:Iteration 31Q (6654.420000 sec): 3 clusters
  Score: Raw -435020.077031 + Penalty 2712.504468 = -432307.572563
  nChanged 2
		SP:Iteration 32Q (6654.660000 sec): 3 clusters
  Score: Raw -435020.462067 + Penalty 2712.504468 = -432307.957599
  nChanged 1
		SP:Iteration 33Q (6654.840000 sec): 3 clusters
  Score: Raw -435020.552244 + Penalty 2712.504468 = -432308.047776
  nChanged 0
		SP:Iteration 34F (6655.020000 sec): 3 clusters
  Score: Raw -435020.552244 + Penalty 2712.504468 = -432308.047776
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Iteration 99Q (6732.220000 sec): 68 clusters
  Score: Raw -107643410.309933 + Penalty 151467.098178 = -107491943.211755
  nChanged 8772
Iteration 100F (6861.640000 sec): 68 clusters
  Score: Raw -107648050.041704 + Penalty 151467.098178 = -107496582.943526
  nChanged 10617
Iteration 101Q (6937.500000 sec): 68 clusters
  Score: Raw -107650735.246869 + Penalty 151467.098178 = -107499268.148691
  nChanged 7823
Iteration 102Q (7016.060000 sec): 68 clusters
  Score: Raw -107652335.177213 + Penalty 151467.098178 = -107500868.079035
  nChanged 6693
Iteration 103Q (7094.610000 sec): 68 clusters
  Score: Raw -107653591.214944 + Penalty 151467.098178 = -107502124.116766
  nChanged 6073
Iteration 104Q (7167.430000 sec): 68 clusters
  Score: Raw -107654667.188846 + Penalty 151467.098178 = -107503200.090668
  nChanged 5672
Iteration 105Q (7250.340000 sec): 68 clusters
  Score: Raw -107655622.620925 + Penalty 151467.098178 = -107504155.522748
  nChanged 5419
Iteration 106Q (7336.610000 sec): 68 clusters
  Score: Raw -107656500.332392 + Penalty 151467.098178 = -107505033.234214
  nChanged 5253
Iteration 107Q (7413.080000 sec): 68 clusters
  Score: Raw -107657312.258404 + Penalty 151467.098178 = -107505845.160226
  nChanged 4986
Iteration 108Q (7487.480000 sec): 68 clusters
  Score: Raw -107658076.104559 + Penalty 151467.098178 = -107506609.006381
  nChanged 4766
Iteration 109Q (7555.790000 sec): 68 clusters
  Score: Raw -107658783.425473 + Penalty 151467.098178 = -107507316.327295
  nChanged 4718
Iteration 110Q (7625.950000 sec): 68 clusters
  Score: Raw -107659437.484959 + Penalty 151467.098178 = -107507970.386781
  nChanged 4521
Iteration 111Q (7698.330000 sec): 68 clusters
  Score: Raw -107660019.421400 + Penalty 151467.098178 = -107508552.323222
  nChanged 4346
Iteration 112Q (7773.030000 sec): 68 clusters
  Score: Raw -107660553.020106 + Penalty 151467.098178 = -107509085.921928
  nChanged 4211
Iteration 113Q (7843.590000 sec): 68 clusters
  Score: Raw -107661056.810505 + Penalty 151467.098178 = -107509589.712327
  nChanged 4050
Iteration 114Q (7914.930000 sec): 68 clusters
  Score: Raw -107661536.257242 + Penalty 151467.098178 = -107510069.159064
  nChanged 3947
Iteration 115Q (7988.850000 sec): 68 clusters
  Score: Raw -107662006.052222 + Penalty 151467.098178 = -107510538.954044
  nChanged 3898
Iteration 116Q (8059.670000 sec): 68 clusters
  Score: Raw -107662473.258870 + Penalty 151467.098178 = -107511006.160692
  nChanged 3750
Iteration 117Q (8131.460000 sec): 68 clusters
  Score: Raw -107662955.451092 + Penalty 151467.098178 = -107511488.352914
  nChanged 3653
Iteration 118Q (8207.550000 sec): 68 clusters
  Score: Raw -107663421.315294 + Penalty 151467.098178 = -107511954.217116
  nChanged 3634
Iteration 119Q (8269.080000 sec): 68 clusters
  Score: Raw -107663913.955699 + Penalty 151467.098178 = -107512446.857521
  nChanged 3632
Iteration 120F (8396.650000 sec): 68 clusters
  Score: Raw -107664561.160225 + Penalty 151467.098178 = -107513094.062047
  nChanged 3876
Iteration 121Q (8465.980000 sec): 68 clusters
  Score: Raw -107665191.688217 + Penalty 151467.098178 = -107513724.590039
  nChanged 3939
Iteration 122Q (8538.070000 sec): 68 clusters
  Score: Raw -107665827.608650 + Penalty 151467.098178 = -107514360.510472
  nChanged 3901
Iteration 123Q (8609.990000 sec): 68 clusters
  Score: Raw -107666474.072036 + Penalty 151467.098178 = -107515006.973858
  nChanged 3838
Iteration 124Q (8683.230000 sec): 68 clusters
  Score: Raw -107667104.029325 + Penalty 151467.098178 = -107515636.931147
  nChanged 3687
Iteration 125Q (8756.540000 sec): 68 clusters
  Score: Raw -107667652.019688 + Penalty 151467.098178 = -107516184.921510
  nChanged 3439
Iteration 126Q (8828.870000 sec): 68 clusters
  Score: Raw -107668131.422780 + Penalty 151467.098178 = -107516664.324602
  nChanged 3223
Iteration 127Q (8897.790000 sec): 68 clusters
  Score: Raw -107668519.803601 + Penalty 151467.098178 = -107517052.705423
  nChanged 2904
Iteration 128Q (8973.150000 sec): 68 clusters
  Score: Raw -107668817.626626 + Penalty 151467.098178 = -107517350.528448
  nChanged 2566
Iteration 129Q (9047.630000 sec): 68 clusters
  Score: Raw -107669043.112578 + Penalty 151467.098178 = -107517576.014400
  nChanged 2307
Iteration 130Q (9120.240000 sec): 68 clusters
  Score: Raw -107669224.377001 + Penalty 151467.098178 = -107517757.278823
  nChanged 2119
Iteration 131Q (9195.300000 sec): 68 clusters
  Score: Raw -107669382.107910 + Penalty 151467.098178 = -107517915.009732
  nChanged 1992
Iteration 132Q (9272.970000 sec): 68 clusters
  Score: Raw -107669516.867909 + Penalty 151467.098178 = -107518049.769731
  nChanged 1810
Iteration 133Q (9349.930000 sec): 68 clusters
  Score: Raw -107669623.228575 + Penalty 151467.098178 = -107518156.130397
  nChanged 1579
Iteration 134Q (9435.560000 sec): 68 clusters
  Score: Raw -107669706.112773 + Penalty 151467.098178 = -107518239.014595
  nChanged 1419
Iteration 135Q (9512.040000 sec): 68 clusters
  Score: Raw -107669778.124610 + Penalty 151467.098178 = -107518311.026432
  nChanged 1339
Iteration 136Q (9595.320000 sec): 68 clusters
  Score: Raw -107669841.368179 + Penalty 151467.098178 = -107518374.270001
  nChanged 1248
Iteration 137Q (9678.800000 sec): 68 clusters
  Score: Raw -107669897.704177 + Penalty 151467.098178 = -107518430.605999
  nChanged 1178
Iteration 138Q (9765.040000 sec): 68 clusters
  Score: Raw -107669950.371859 + Penalty 151467.098178 = -107518483.273681
  nChanged 1121
Writing temp clu file 
Because OldScore, -107518430.605999, is greater than current (better) Score,-107518483.273681 
 Compute initial score before splitting:   Score: Raw -107669950.371859 + Penalty 151467.098178 = -107518483.273681
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (160895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9766.000000 sec): 2 clusters
  Score: Raw -15522823.026442 + Penalty 1948.132429 = -15520874.894012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9766.930000 sec): 3 clusters
  Score: Raw -15416474.813660 + Penalty 3896.264859 = -15412578.548801
  nChanged 78093
		SP:Iteration 1F (9767.940000 sec): 3 clusters
  Score: Raw -15464635.780397 + Penalty 3896.264859 = -15460739.515539
  nChanged 6885
		SP:Iteration 2Q (9769.030000 sec): 3 clusters
  Score: Raw -15467082.284743 + Penalty 3896.264859 = -15463186.019885
  nChanged 7477
		SP:Iteration 3Q (9770.070000 sec): 3 clusters
  Score: Raw -15470161.886200 + Penalty 3896.264859 = -15466265.621341
  nChanged 8262
		SP:Iteration 4F (9770.990000 sec): 3 clusters
  Score: Raw -15473943.119534 + Penalty 3896.264859 = -15470046.854676
  nChanged 8811
		SP:Iteration 5F (9771.870000 sec): 3 clusters
  Score: Raw -15478500.433369 + Penalty 3896.264859 = -15474604.168511
  nChanged 9264
		SP:Iteration 6F (9772.820000 sec): 3 clusters
  Score: Raw -15484029.319377 + Penalty 3896.264859 = -15480133.054518
  nChanged 9218
		SP:Iteration 7F (9773.750000 sec): 3 clusters
  Score: Raw -15490122.196662 + Penalty 3896.264859 = -15486225.931804
  nChanged 8756
		SP:Iteration 8F (9774.690000 sec): 3 clusters
  Score: Raw -15495999.292472 + Penalty 3896.264859 = -15492103.027613
  nChanged 7578
		SP:Iteration 9Q (9775.730000 sec): 3 clusters
  Score: Raw -15500321.401574 + Penalty 3896.264859 = -15496425.136715
  nChanged 5700
		SP:Iteration 10Q (9776.690000 sec): 3 clusters
  Score: Raw -15502877.330570 + Penalty 3896.264859 = -15498981.065711
  nChanged 4084
		SP:Iteration 11Q (9777.810000 sec): 3 clusters
  Score: Raw -15504324.170316 + Penalty 3896.264859 = -15500427.905457
  nChanged 3210
		SP:Iteration 12Q (9778.760000 sec): 3 clusters
  Score: Raw -15505367.864957 + Penalty 3896.264859 = -15501471.600099
  nChanged 2863
		SP:Iteration 13Q (9779.790000 sec): 3 clusters
  Score: Raw -15506266.793055 + Penalty 3896.264859 = -15502370.528196
  nChanged 2790
		SP:Iteration 14Q (9780.830000 sec): 3 clusters
  Score: Raw -15507166.778834 + Penalty 3896.264859 = -15503270.513976
  nChanged 2863
		SP:Iteration 15Q (9781.900000 sec): 3 clusters
  Score: Raw -15508135.010485 + Penalty 3896.264859 = -15504238.745626
  nChanged 2900
		SP:Iteration 16Q (9782.760000 sec): 3 clusters
  Score: Raw -15509191.680655 + Penalty 3896.264859 = -15505295.415796
  nChanged 2948
		SP:Iteration 17Q (9783.670000 sec): 3 clusters
  Score: Raw -15510333.342930 + Penalty 3896.264859 = -15506437.078071
  nChanged 2923
		SP:Iteration 18Q (9784.700000 sec): 3 clusters
  Score: Raw -15511491.456257 + Penalty 3896.264859 = -15507595.191399
  nChanged 2875
		SP:Iteration 19Q (9785.730000 sec): 3 clusters
  Score: Raw -15512693.884824 + Penalty 3896.264859 = -15508797.619966
  nChanged 2936
		SP:Iteration 20F (9786.670000 sec): 3 clusters
  Score: Raw -15513981.936328 + Penalty 3896.264859 = -15510085.671469
  nChanged 2756
		SP:Iteration 21Q (9787.530000 sec): 3 clusters
  Score: Raw -15515261.753867 + Penalty 3896.264859 = -15511365.489009
  nChanged 2623
		SP:Iteration 22Q (9788.630000 sec): 3 clusters
  Score: Raw -15516555.605826 + Penalty 3896.264859 = -15512659.340968
  nChanged 2556
		SP:Iteration 23Q (9789.490000 sec): 3 clusters
  Score: Raw -15517928.532365 + Penalty 3896.264859 = -15514032.267506
  nChanged 2354
		SP:Iteration 24Q (9790.450000 sec): 3 clusters
  Score: Raw -15519184.559991 + Penalty 3896.264859 = -15515288.295132
  nChanged 2085
		SP:Iteration 25Q (9791.280000 sec): 3 clusters
  Score: Raw -15520222.494149 + Penalty 3896.264859 = -15516326.229291
  nChanged 1723
		SP:Iteration 26Q (9792.120000 sec): 3 clusters
  Score: Raw -15521050.500271 + Penalty 3896.264859 = -15517154.235413
  nChanged 1491
		SP:Iteration 27Q (9793.030000 sec): 3 clusters
  Score: Raw -15521729.356363 + Penalty 3896.264859 = -15517833.091504
  nChanged 1228
		SP:Iteration 28Q (9793.950000 sec): 3 clusters
  Score: Raw -15522218.493014 + Penalty 3896.264859 = -15518322.228156
  nChanged 1040
		SP:Iteration 29Q (9794.840000 sec): 3 clusters
  Score: Raw -15522612.834447 + Penalty 3896.264859 = -15518716.569588
  nChanged 870
		SP:Iteration 30Q (9795.550000 sec): 3 clusters
  Score: Raw -15522925.550700 + Penalty 3896.264859 = -15519029.285842
  nChanged 681
		SP:Iteration 31Q (9796.410000 sec): 3 clusters
  Score: Raw -15523155.439898 + Penalty 3896.264859 = -15519259.175039
  nChanged 583
		SP:Iteration 32Q (9797.310000 sec): 3 clusters
  Score: Raw -15523348.954654 + Penalty 3896.264859 = -15519452.689796
  nChanged 483
		SP:Iteration 33Q (9798.260000 sec): 3 clusters
  Score: Raw -15523500.272448 + Penalty 3896.264859 = -15519604.007589
  nChanged 364
		SP:Iteration 34Q (9799.210000 sec): 3 clusters
  Score: Raw -15523600.212470 + Penalty 3896.264859 = -15519703.947611
  nChanged 310
		SP:Iteration 35Q (9799.950000 sec): 3 clusters
  Score: Raw -15523683.833916 + Penalty 3896.264859 = -15519787.569058
  nChanged 249
		SP:Iteration 36Q (9800.720000 sec): 3 clusters
  Score: Raw -15523740.383932 + Penalty 3896.264859 = -15519844.119073
  nChanged 204
		SP:Iteration 37Q (9801.540000 sec): 3 clusters
  Score: Raw -15523786.046879 + Penalty 3896.264859 = -15519889.782020
  nChanged 179
		SP:Iteration 38Q (9802.440000 sec): 3 clusters
  Score: Raw -15523823.480985 + Penalty 3896.264859 = -15519927.216127
  nChanged 129
		SP:Iteration 39Q (9803.400000 sec): 3 clusters
  Score: Raw -15523848.022532 + Penalty 3896.264859 = -15519951.757674
  nChanged 128
		SP:Iteration 40F (9804.310000 sec): 3 clusters
  Score: Raw -15523872.047605 + Penalty 3896.264859 = -15519975.782747
  nChanged 114
		SP:Iteration 41Q (9805.260000 sec): 3 clusters
  Score: Raw -15523892.920327 + Penalty 3896.264859 = -15519996.655468
  nChanged 100
		SP:Iteration 42Q (9806.050000 sec): 3 clusters
  Score: Raw -15523910.555581 + Penalty 3896.264859 = -15520014.290723
  nChanged 103
		SP:Iteration 43Q (9806.880000 sec): 3 clusters
  Score: Raw -15523927.924536 + Penalty 3896.264859 = -15520031.659678
  nChanged 86
		SP:Iteration 44Q (9807.880000 sec): 3 clusters
  Score: Raw -15523941.416839 + Penalty 3896.264859 = -15520045.151980
  nChanged 69
		SP:Iteration 45Q (9808.740000 sec): 3 clusters
  Score: Raw -15523953.539361 + Penalty 3896.264859 = -15520057.274503
  nChanged 67
		SP:Iteration 46Q (9809.610000 sec): 3 clusters
  Score: Raw -15523961.972698 + Penalty 3896.264859 = -15520065.707840
  nChanged 46
		SP:Iteration 47Q (9810.540000 sec): 3 clusters
  Score: Raw -15523968.607314 + Penalty 3896.264859 = -15520072.342455
  nChanged 42
		SP:Iteration 48Q (9811.440000 sec): 3 clusters
  Score: Raw -15523973.497459 + Penalty 3896.264859 = -15520077.232601
  nChanged 36
		SP:Iteration 49Q (9812.410000 sec): 3 clusters
  Score: Raw -15523978.830685 + Penalty 3896.264859 = -15520082.565826
  nChanged 47
		SP:Iteration 50Q (9813.280000 sec): 3 clusters
  Score: Raw -15523986.012956 + Penalty 3896.264859 = -15520089.748097
  nChanged 47
		SP:Iteration 51Q (9814.210000 sec): 3 clusters
  Score: Raw -15523993.420897 + Penalty 3896.264859 = -15520097.156038
  nChanged 56
		SP:Iteration 52Q (9815.280000 sec): 3 clusters
  Score: Raw -15524003.353594 + Penalty 3896.264859 = -15520107.088736
  nChanged 63
		SP:Iteration 53Q (9816.250000 sec): 3 clusters
  Score: Raw -15524015.415057 + Penalty 3896.264859 = -15520119.150198
  nChanged 58
		SP:Iteration 54Q (9817.130000 sec): 3 clusters
  Score: Raw -15524027.633470 + Penalty 3896.264859 = -15520131.368611
  nChanged 63
		SP:Iteration 55Q (9817.910000 sec): 3 clusters
  Score: Raw -15524039.715407 + Penalty 3896.264859 = -15520143.450549
  nChanged 70
		SP:Iteration 56Q (9818.840000 sec): 3 clusters
  Score: Raw -15524052.003517 + Penalty 3896.264859 = -15520155.738658
  nChanged 54
		SP:Iteration 57Q (9819.800000 sec): 3 clusters
  Score: Raw -15524060.052312 + Penalty 3896.264859 = -15520163.787454
  nChanged 49
		SP:Iteration 58Q (9820.730000 sec): 3 clusters
  Score: Raw -15524067.601378 + Penalty 3896.264859 = -15520171.336519
  nChanged 38
		SP:Iteration 59Q (9821.660000 sec): 3 clusters
  Score: Raw -15524071.729491 + Penalty 3896.264859 = -15520175.464633
  nChanged 25
		SP:Iteration 60F (9822.560000 sec): 3 clusters
  Score: Raw -15524075.021627 + Penalty 3896.264859 = -15520178.756768
  nChanged 32
		SP:Iteration 61Q (9823.380000 sec): 3 clusters
  Score: Raw -15524078.987693 + Penalty 3896.264859 = -15520182.722834
  nChanged 32
		SP:Iteration 62Q (9824.350000 sec): 3 clusters
  Score: Raw -15524082.346968 + Penalty 3896.264859 = -15520186.082109
  nChanged 19
		SP:Iteration 63Q (9825.250000 sec): 3 clusters
  Score: Raw -15524084.393882 + Penalty 3896.264859 = -15520188.129023
  nChanged 21
		SP:Iteration 64Q (9826.160000 sec): 3 clusters
  Score: Raw -15524087.670381 + Penalty 3896.264859 = -15520191.405522
  nChanged 23
		SP:Iteration 65Q (9826.970000 sec): 3 clusters
  Score: Raw -15524091.170125 + Penalty 3896.264859 = -15520194.905267
  nChanged 23
		SP:Iteration 66Q (9827.680000 sec): 3 clusters
  Score: Raw -15524093.826057 + Penalty 3896.264859 = -15520197.561198
  nChanged 25
		SP:Iteration 67Q (9828.540000 sec): 3 clusters
  Score: Raw -15524096.586787 + Penalty 3896.264859 = -15520200.321928
  nChanged 16
		SP:Iteration 68Q (9829.560000 sec): 3 clusters
  Score: Raw -15524098.627421 + Penalty 3896.264859 = -15520202.362562
  nChanged 13
		SP:Iteration 69Q (9830.390000 sec): 3 clusters
  Score: Raw -15524100.066273 + Penalty 3896.264859 = -15520203.801414
  nChanged 12
		SP:Iteration 70Q (9831.150000 sec): 3 clusters
  Score: Raw -15524101.139614 + Penalty 3896.264859 = -15520204.874756
  nChanged 11
		SP:Iteration 71Q (9831.940000 sec): 3 clusters
  Score: Raw -15524102.167079 + Penalty 3896.264859 = -15520205.902220
  nChanged 8
		SP:Iteration 72Q (9832.870000 sec): 3 clusters
  Score: Raw -15524102.865790 + Penalty 3896.264859 = -15520206.600931
  nChanged 11
		SP:Iteration 73Q (9833.720000 sec): 3 clusters
  Score: Raw -15524104.049733 + Penalty 3896.264859 = -15520207.784874
  nChanged 11
		SP:Iteration 74Q (9834.670000 sec): 3 clusters
  Score: Raw -15524105.479529 + Penalty 3896.264859 = -15520209.214670
  nChanged 19
		SP:Iteration 75Q (9835.440000 sec): 3 clusters
  Score: Raw -15524107.815755 + Penalty 3896.264859 = -15520211.550897
  nChanged 22
		SP:Iteration 76Q (9836.200000 sec): 3 clusters
  Score: Raw -15524111.137016 + Penalty 3896.264859 = -15520214.872157
  nChanged 25
		SP:Iteration 77Q (9837.140000 sec): 3 clusters
  Score: Raw -15524114.504358 + Penalty 3896.264859 = -15520218.239500
  nChanged 25
		SP:Iteration 78Q (9837.950000 sec): 3 clusters
  Score: Raw -15524117.441745 + Penalty 3896.264859 = -15520221.176887
  nChanged 21
		SP:Iteration 79Q (9838.840000 sec): 3 clusters
  Score: Raw -15524120.697293 + Penalty 3896.264859 = -15520224.432434
  nChanged 32
		SP:Iteration 80F (9839.730000 sec): 3 clusters
  Score: Raw -15524125.119134 + Penalty 3896.264859 = -15520228.854275
  nChanged 28
		SP:Iteration 81Q (9840.470000 sec): 3 clusters
  Score: Raw -15524128.749614 + Penalty 3896.264859 = -15520232.484756
  nChanged 25
		SP:Iteration 82Q (9841.370000 sec): 3 clusters
  Score: Raw -15524131.593144 + Penalty 3896.264859 = -15520235.328285
  nChanged 23
		SP:Iteration 83Q (9842.230000 sec): 3 clusters
  Score: Raw -15524134.158355 + Penalty 3896.264859 = -15520237.893496
  nChanged 15
		SP:Iteration 84Q (9843.000000 sec): 3 clusters
  Score: Raw -15524135.913813 + Penalty 3896.264859 = -15520239.648955
  nChanged 8
		SP:Iteration 85Q (9843.780000 sec): 3 clusters
  Score: Raw -15524136.618528 + Penalty 3896.264859 = -15520240.353670
  nChanged 6
		SP:Iteration 86Q (9844.730000 sec): 3 clusters
  Score: Raw -15524137.122462 + Penalty 3896.264859 = -15520240.857603
  nChanged 2
		SP:Iteration 87Q (9845.610000 sec): 3 clusters
  Score: Raw -15524137.385208 + Penalty 3896.264859 = -15520241.120349
  nChanged 1
		SP:Iteration 88Q (9846.460000 sec): 3 clusters
  Score: Raw -15524137.551170 + Penalty 3896.264859 = -15520241.286311
  nChanged 1
		SP:Iteration 89Q (9847.440000 sec): 3 clusters
  Score: Raw -15524137.671357 + Penalty 3896.264859 = -15520241.406499
  nChanged 2
		SP:Iteration 90Q (9848.340000 sec): 3 clusters
  Score: Raw -15524137.829581 + Penalty 3896.264859 = -15520241.564722
  nChanged 1
		SP:Iteration 91Q (9849.270000 sec): 3 clusters
  Score: Raw -15524137.880084 + Penalty 3896.264859 = -15520241.615225
  nChanged 1
		SP:Iteration 92Q (9850.150000 sec): 3 clusters
  Score: Raw -15524137.916818 + Penalty 3896.264859 = -15520241.651959
  nChanged 0
		SP:Iteration 93F (9851.060000 sec): 3 clusters
  Score: Raw -15524137.916818 + Penalty 3896.264859 = -15520241.651959
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 2 (2259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9851.190000 sec): 2 clusters
  Score: Raw -216035.214347 + Penalty 1254.935096 = -214780.279251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9851.360000 sec): 3 clusters
  Score: Raw -215066.160955 + Penalty 2509.870193 = -212556.290762
  nChanged 803
		SP:Iteration 1F (9851.530000 sec): 3 clusters
  Score: Raw -215626.687225 + Penalty 2509.870193 = -213116.817032
  nChanged 196
		SP:Iteration 2F (9851.690000 sec): 3 clusters
  Score: Raw -215800.598148 + Penalty 2509.870193 = -213290.727955
  nChanged 125
		SP:Iteration 3F (9851.820000 sec): 3 clusters
  Score: Raw -215927.141391 + Penalty 2509.870193 = -213417.271199
  nChanged 104
		SP:Iteration 4Q (9852.000000 sec): 3 clusters
  Score: Raw -216058.653134 + Penalty 2509.870193 = -213548.782941
  nChanged 102
		SP:Iteration 5Q (9852.160000 sec): 3 clusters
  Score: Raw -216192.132725 + Penalty 2509.870193 = -213682.262532
  nChanged 94
		SP:Iteration 6Q (9852.340000 sec): 3 clusters
  Score: Raw -216280.157466 + Penalty 2509.870193 = -213770.287274
  nChanged 92
		SP:Iteration 7Q (9852.500000 sec): 3 clusters
  Score: Raw -216358.889404 + Penalty 2509.870193 = -213849.019211
  nChanged 57
		SP:Iteration 8Q (9852.720000 sec): 3 clusters
  Score: Raw -216411.856593 + Penalty 2509.870193 = -213901.986400
  nChanged 47
		SP:Iteration 9Q (9852.850000 sec): 3 clusters
  Score: Raw -216449.504919 + Penalty 2509.870193 = -213939.634726
  nChanged 43
		SP:Iteration 10Q (9853.000000 sec): 3 clusters
  Score: Raw -216486.079842 + Penalty 2509.870193 = -213976.209649
  nChanged 36
		SP:Iteration 11Q (9853.180000 sec): 3 clusters
  Score: Raw -216516.814354 + Penalty 2509.870193 = -214006.944161
  nChanged 40
		SP:Iteration 12Q (9853.430000 sec): 3 clusters
  Score: Raw -216557.150053 + Penalty 2509.870193 = -214047.279860
  nChanged 43
		SP:Iteration 13Q (9853.620000 sec): 3 clusters
  Score: Raw -216595.846767 + Penalty 2509.870193 = -214085.976574
  nChanged 43
		SP:Iteration 14Q (9853.770000 sec): 3 clusters
  Score: Raw -216636.832815 + Penalty 2509.870193 = -214126.962622
  nChanged 42
		SP:Iteration 15Q (9853.900000 sec): 3 clusters
  Score: Raw -216674.505758 + Penalty 2509.870193 = -214164.635565
  nChanged 28
		SP:Iteration 16Q (9854.020000 sec): 3 clusters
  Score: Raw -216700.910090 + Penalty 2509.870193 = -214191.039897
  nChanged 23
		SP:Iteration 17Q (9854.240000 sec): 3 clusters
  Score: Raw -216725.183272 + Penalty 2509.870193 = -214215.313079
  nChanged 31
		SP:Iteration 18Q (9854.370000 sec): 3 clusters
  Score: Raw -216750.088874 + Penalty 2509.870193 = -214240.218681
  nChanged 14
		SP:Iteration 19Q (9854.550000 sec): 3 clusters
  Score: Raw -216762.204968 + Penalty 2509.870193 = -214252.334775
  nChanged 10
		SP:Iteration 20F (9854.740000 sec): 3 clusters
  Score: Raw -216768.742015 + Penalty 2509.870193 = -214258.871822
  nChanged 9
		SP:Iteration 21Q (9854.860000 sec): 3 clusters
  Score: Raw -216774.916619 + Penalty 2509.870193 = -214265.046426
  nChanged 13
		SP:Iteration 22Q (9855.050000 sec): 3 clusters
  Score: Raw -216782.967520 + Penalty 2509.870193 = -214273.097327
  nChanged 9
		SP:Iteration 23Q (9855.200000 sec): 3 clusters
  Score: Raw -216788.345046 + Penalty 2509.870193 = -214278.474853
  nChanged 9
		SP:Iteration 24Q (9855.320000 sec): 3 clusters
  Score: Raw -216796.646371 + Penalty 2509.870193 = -214286.776179
  nChanged 11
		SP:Iteration 25Q (9855.480000 sec): 3 clusters
  Score: Raw -216804.961131 + Penalty 2509.870193 = -214295.090938
  nChanged 5
		SP:Iteration 26Q (9855.640000 sec): 3 clusters
  Score: Raw -216810.225929 + Penalty 2509.870193 = -214300.355736
  nChanged 2
		SP:Iteration 27Q (9855.750000 sec): 3 clusters
  Score: Raw -216810.820333 + Penalty 2509.870193 = -214300.950140
  nChanged 1
		SP:Iteration 28Q (9855.890000 sec): 3 clusters
  Score: Raw -216811.044862 + Penalty 2509.870193 = -214301.174669
  nChanged 1
		SP:Iteration 29Q (9856.060000 sec): 3 clusters
  Score: Raw -216811.235879 + Penalty 2509.870193 = -214301.365686
  nChanged 0
		SP:Iteration 30F (9856.250000 sec): 3 clusters
  Score: Raw -216811.235879 + Penalty 2509.870193 = -214301.365686
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 3 (8973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9856.380000 sec): 2 clusters
  Score: Raw -943403.057723 + Penalty 1479.070994 = -941923.986729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9856.600000 sec): 3 clusters
  Score: Raw -938358.304524 + Penalty 2958.141988 = -935400.162536
  nChanged 3833
		SP:Iteration 1F (9856.810000 sec): 3 clusters
  Score: Raw -940492.716648 + Penalty 2958.141988 = -937534.574660
  nChanged 599
		SP:Iteration 2F (9856.970000 sec): 3 clusters
  Score: Raw -940816.408092 + Penalty 2958.141988 = -937858.266104
  nChanged 525
		SP:Iteration 3F (9857.210000 sec): 3 clusters
  Score: Raw -941145.207380 + Penalty 2958.141988 = -938187.065392
  nChanged 502
		SP:Iteration 4F (9857.380000 sec): 3 clusters
  Score: Raw -941496.927193 + Penalty 2958.141988 = -938538.785205
  nChanged 486
		SP:Iteration 5F (9857.630000 sec): 3 clusters
  Score: Raw -941800.309727 + Penalty 2958.141988 = -938842.167739
  nChanged 476
		SP:Iteration 6F (9857.820000 sec): 3 clusters
  Score: Raw -942080.403884 + Penalty 2958.141988 = -939122.261896
  nChanged 431
		SP:Iteration 7Q (9858.040000 sec): 3 clusters
  Score: Raw -942308.543140 + Penalty 2958.141988 = -939350.401153
  nChanged 372
		SP:Iteration 8Q (9858.260000 sec): 3 clusters
  Score: Raw -942510.269748 + Penalty 2958.141988 = -939552.127760
  nChanged 341
		SP:Iteration 9Q (9858.440000 sec): 3 clusters
  Score: Raw -942709.545996 + Penalty 2958.141988 = -939751.404008
  nChanged 331
		SP:Iteration 10Q (9858.670000 sec): 3 clusters
  Score: Raw -942911.300565 + Penalty 2958.141988 = -939953.158577
  nChanged 330
		SP:Iteration 11Q (9858.880000 sec): 3 clusters
  Score: Raw -943137.536094 + Penalty 2958.141988 = -940179.394106
  nChanged 318
		SP:Iteration 12Q (9859.060000 sec): 3 clusters
  Score: Raw -943415.445475 + Penalty 2958.141988 = -940457.303487
  nChanged 369
		SP:Iteration 13Q (9859.300000 sec): 3 clusters
  Score: Raw -943770.797741 + Penalty 2958.141988 = -940812.655753
  nChanged 354
		SP:Iteration 14Q (9859.480000 sec): 3 clusters
  Score: Raw -944089.556734 + Penalty 2958.141988 = -941131.414746
  nChanged 300
		SP:Iteration 15Q (9859.670000 sec): 3 clusters
  Score: Raw -944321.590074 + Penalty 2958.141988 = -941363.448086
  nChanged 210
		SP:Iteration 16Q (9859.900000 sec): 3 clusters
  Score: Raw -944441.369934 + Penalty 2958.141988 = -941483.227947
  nChanged 138
		SP:Iteration 17Q (9860.090000 sec): 3 clusters
  Score: Raw -944500.527543 + Penalty 2958.141988 = -941542.385556
  nChanged 100
		SP:Iteration 18Q (9860.290000 sec): 3 clusters
  Score: Raw -944535.797144 + Penalty 2958.141988 = -941577.655156
  nChanged 83
		SP:Iteration 19Q (9860.460000 sec): 3 clusters
  Score: Raw -944564.173007 + Penalty 2958.141988 = -941606.031019
  nChanged 67
		SP:Iteration 20F (9860.690000 sec): 3 clusters
  Score: Raw -944581.673539 + Penalty 2958.141988 = -941623.531551
  nChanged 47
		SP:Iteration 21Q (9860.890000 sec): 3 clusters
  Score: Raw -944592.968354 + Penalty 2958.141988 = -941634.826366
  nChanged 39
		SP:Iteration 22Q (9861.080000 sec): 3 clusters
  Score: Raw -944602.032114 + Penalty 2958.141988 = -941643.890126
  nChanged 42
		SP:Iteration 23Q (9861.290000 sec): 3 clusters
  Score: Raw -944612.360300 + Penalty 2958.141988 = -941654.218312
  nChanged 38
		SP:Iteration 24Q (9861.520000 sec): 3 clusters
  Score: Raw -944621.067044 + Penalty 2958.141988 = -941662.925056
  nChanged 32
		SP:Iteration 25Q (9861.780000 sec): 3 clusters
  Score: Raw -944627.169962 + Penalty 2958.141988 = -941669.027974
  nChanged 21
		SP:Iteration 26Q (9861.950000 sec): 3 clusters
  Score: Raw -944630.231942 + Penalty 2958.141988 = -941672.089954
  nChanged 20
		SP:Iteration 27Q (9862.120000 sec): 3 clusters
  Score: Raw -944633.652828 + Penalty 2958.141988 = -941675.510840
  nChanged 23
		SP:Iteration 28Q (9862.320000 sec): 3 clusters
  Score: Raw -944636.744537 + Penalty 2958.141988 = -941678.602549
  nChanged 17
		SP:Iteration 29Q (9862.520000 sec): 3 clusters
  Score: Raw -944638.955569 + Penalty 2958.141988 = -941680.813582
  nChanged 10
		SP:Iteration 30Q (9862.740000 sec): 3 clusters
  Score: Raw -944640.359545 + Penalty 2958.141988 = -941682.217557
  nChanged 7
		SP:Iteration 31Q (9862.940000 sec): 3 clusters
  Score: Raw -944641.772391 + Penalty 2958.141988 = -941683.630403
  nChanged 8
		SP:Iteration 32Q (9863.110000 sec): 3 clusters
  Score: Raw -944642.838733 + Penalty 2958.141988 = -941684.696745
  nChanged 5
		SP:Iteration 33Q (9863.310000 sec): 3 clusters
  Score: Raw -944643.050606 + Penalty 2958.141988 = -941684.908618
  nChanged 1
		SP:Iteration 34Q (9863.510000 sec): 3 clusters
  Score: Raw -944643.155470 + Penalty 2958.141988 = -941685.013482
  nChanged 1
		SP:Iteration 35Q (9863.790000 sec): 3 clusters
  Score: Raw -944643.291772 + Penalty 2958.141988 = -941685.149784
  nChanged 1
		SP:Iteration 36Q (9864.020000 sec): 3 clusters
  Score: Raw -944643.318380 + Penalty 2958.141988 = -941685.176392
  nChanged 0
		SP:Iteration 37F (9864.210000 sec): 3 clusters
  Score: Raw -944643.318380 + Penalty 2958.141988 = -941685.176392
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 4 (3493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9864.360000 sec): 2 clusters
  Score: Raw -323440.369133 + Penalty 1325.758890 = -322114.610243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9864.520000 sec): 3 clusters
  Score: Raw -321735.693124 + Penalty 2651.517780 = -319084.175345
  nChanged 1381
		SP:Iteration 1F (9864.680000 sec): 3 clusters
  Score: Raw -322581.880857 + Penalty 2651.517780 = -319930.363077
  nChanged 321
		SP:Iteration 2F (9864.820000 sec): 3 clusters
  Score: Raw -322840.494601 + Penalty 2651.517780 = -320188.976821
  nChanged 228
		SP:Iteration 3F (9864.930000 sec): 3 clusters
  Score: Raw -323043.418791 + Penalty 2651.517780 = -320391.901012
  nChanged 203
		SP:Iteration 4F (9865.100000 sec): 3 clusters
  Score: Raw -323215.156405 + Penalty 2651.517780 = -320563.638625
  nChanged 177
		SP:Iteration 5F (9865.290000 sec): 3 clusters
  Score: Raw -323354.876696 + Penalty 2651.517780 = -320703.358917
  nChanged 140
		SP:Iteration 6Q (9865.460000 sec): 3 clusters
  Score: Raw -323455.045774 + Penalty 2651.517780 = -320803.527994
  nChanged 108
		SP:Iteration 7Q (9865.600000 sec): 3 clusters
  Score: Raw -323516.830167 + Penalty 2651.517780 = -320865.312388
  nChanged 61
		SP:Iteration 8Q (9865.760000 sec): 3 clusters
  Score: Raw -323551.945537 + Penalty 2651.517780 = -320900.427757
  nChanged 51
		SP:Iteration 9Q (9865.960000 sec): 3 clusters
  Score: Raw -323580.702979 + Penalty 2651.517780 = -320929.185199
  nChanged 27
		SP:Iteration 10Q (9866.110000 sec): 3 clusters
  Score: Raw -323595.489381 + Penalty 2651.517780 = -320943.971602
  nChanged 27
		SP:Iteration 11Q (9866.280000 sec): 3 clusters
  Score: Raw -323608.772306 + Penalty 2651.517780 = -320957.254526
  nChanged 26
		SP:Iteration 12Q (9866.480000 sec): 3 clusters
  Score: Raw -323622.076621 + Penalty 2651.517780 = -320970.558842
  nChanged 23
		SP:Iteration 13Q (9866.670000 sec): 3 clusters
  Score: Raw -323631.752871 + Penalty 2651.517780 = -320980.235091
  nChanged 15
		SP:Iteration 14Q (9866.860000 sec): 3 clusters
  Score: Raw -323637.902071 + Penalty 2651.517780 = -320986.384292
  nChanged 12
		SP:Iteration 15Q (9867.070000 sec): 3 clusters
  Score: Raw -323643.151199 + Penalty 2651.517780 = -320991.633420
  nChanged 10
		SP:Iteration 16Q (9867.260000 sec): 3 clusters
  Score: Raw -323646.467405 + Penalty 2651.517780 = -320994.949626
  nChanged 4
		SP:Iteration 17Q (9867.540000 sec): 3 clusters
  Score: Raw -323647.853827 + Penalty 2651.517780 = -320996.336047
  nChanged 5
		SP:Iteration 18Q (9867.690000 sec): 3 clusters
  Score: Raw -323649.395365 + Penalty 2651.517780 = -320997.877586
  nChanged 2
		SP:Iteration 19Q (9867.970000 sec): 3 clusters
  Score: Raw -323649.978799 + Penalty 2651.517780 = -320998.461020
  nChanged 3
		SP:Iteration 20F (9868.140000 sec): 3 clusters
  Score: Raw -323651.454887 + Penalty 2651.517780 = -320999.937107
  nChanged 4
		SP:Iteration 21Q (9868.380000 sec): 3 clusters
  Score: Raw -323653.396784 + Penalty 2651.517780 = -321001.879005
  nChanged 3
		SP:Iteration 22Q (9868.610000 sec): 3 clusters
  Score: Raw -323654.818813 + Penalty 2651.517780 = -321003.301034
  nChanged 5
		SP:Iteration 23Q (9868.830000 sec): 3 clusters
  Score: Raw -323656.808233 + Penalty 2651.517780 = -321005.290453
  nChanged 3
		SP:Iteration 24Q (9868.990000 sec): 3 clusters
  Score: Raw -323658.130123 + Penalty 2651.517780 = -321006.612343
  nChanged 6
		SP:Iteration 25Q (9869.220000 sec): 3 clusters
  Score: Raw -323660.530808 + Penalty 2651.517780 = -321009.013028
  nChanged 4
		SP:Iteration 26Q (9869.380000 sec): 3 clusters
  Score: Raw -323662.084646 + Penalty 2651.517780 = -321010.566867
  nChanged 2
		SP:Iteration 27Q (9869.580000 sec): 3 clusters
  Score: Raw -323662.489065 + Penalty 2651.517780 = -321010.971286
  nChanged 0
		SP:Iteration 28F (9869.750000 sec): 3 clusters
  Score: Raw -323662.489065 + Penalty 2651.517780 = -321010.971286
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 5 (5652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9869.900000 sec): 2 clusters
  Score: Raw -525475.331958 + Penalty 1403.961771 = -524071.370187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9870.160000 sec): 3 clusters
  Score: Raw -522563.129797 + Penalty 2807.923542 = -519755.206256
  nChanged 2320
		SP:Iteration 1F (9870.370000 sec): 3 clusters
  Score: Raw -523924.190342 + Penalty 2807.923542 = -521116.266801
  nChanged 424
		SP:Iteration 2F (9870.540000 sec): 3 clusters
  Score: Raw -524224.330332 + Penalty 2807.923542 = -521416.406791
  nChanged 375
		SP:Iteration 3F (9870.690000 sec): 3 clusters
  Score: Raw -524594.837340 + Penalty 2807.923542 = -521786.913798
  nChanged 400
		SP:Iteration 4F (9870.880000 sec): 3 clusters
  Score: Raw -524994.255556 + Penalty 2807.923542 = -522186.332015
  nChanged 332
		SP:Iteration 5F (9871.080000 sec): 3 clusters
  Score: Raw -525249.735394 + Penalty 2807.923542 = -522441.811852
  nChanged 264
		SP:Iteration 6Q (9871.240000 sec): 3 clusters
  Score: Raw -525421.533835 + Penalty 2807.923542 = -522613.610294
  nChanged 199
		SP:Iteration 7Q (9871.460000 sec): 3 clusters
  Score: Raw -525538.270776 + Penalty 2807.923542 = -522730.347234
  nChanged 162
		SP:Iteration 8Q (9871.580000 sec): 3 clusters
  Score: Raw -525647.062748 + Penalty 2807.923542 = -522839.139206
  nChanged 143
		SP:Iteration 9Q (9871.760000 sec): 3 clusters
  Score: Raw -525745.285767 + Penalty 2807.923542 = -522937.362225
  nChanged 150
		SP:Iteration 10Q (9871.990000 sec): 3 clusters
  Score: Raw -525853.912028 + Penalty 2807.923542 = -523045.988487
  nChanged 152
		SP:Iteration 11Q (9872.190000 sec): 3 clusters
  Score: Raw -525965.777069 + Penalty 2807.923542 = -523157.853528
  nChanged 146
		SP:Iteration 12Q (9872.330000 sec): 3 clusters
  Score: Raw -526087.708395 + Penalty 2807.923542 = -523279.784853
  nChanged 146
		SP:Iteration 13Q (9872.540000 sec): 3 clusters
  Score: Raw -526204.297878 + Penalty 2807.923542 = -523396.374336
  nChanged 126
		SP:Iteration 14Q (9872.700000 sec): 3 clusters
  Score: Raw -526295.260043 + Penalty 2807.923542 = -523487.336502
  nChanged 118
		SP:Iteration 15Q (9872.880000 sec): 3 clusters
  Score: Raw -526373.478883 + Penalty 2807.923542 = -523565.555341
  nChanged 101
		SP:Iteration 16Q (9873.090000 sec): 3 clusters
  Score: Raw -526434.324791 + Penalty 2807.923542 = -523626.401250
  nChanged 78
		SP:Iteration 17Q (9873.250000 sec): 3 clusters
  Score: Raw -526483.750709 + Penalty 2807.923542 = -523675.827167
  nChanged 70
		SP:Iteration 18Q (9873.440000 sec): 3 clusters
  Score: Raw -526530.964712 + Penalty 2807.923542 = -523723.041170
  nChanged 79
		SP:Iteration 19Q (9873.590000 sec): 3 clusters
  Score: Raw -526598.905195 + Penalty 2807.923542 = -523790.981653
  nChanged 74
		SP:Iteration 20F (9873.770000 sec): 3 clusters
  Score: Raw -526685.757357 + Penalty 2807.923542 = -523877.833815
  nChanged 75
		SP:Iteration 21Q (9873.970000 sec): 3 clusters
  Score: Raw -526760.842961 + Penalty 2807.923542 = -523952.919420
  nChanged 62
		SP:Iteration 22Q (9874.160000 sec): 3 clusters
  Score: Raw -526801.018103 + Penalty 2807.923542 = -523993.094561
  nChanged 38
		SP:Iteration 23Q (9874.370000 sec): 3 clusters
  Score: Raw -526817.246735 + Penalty 2807.923542 = -524009.323193
  nChanged 28
		SP:Iteration 24Q (9874.540000 sec): 3 clusters
  Score: Raw -526826.388332 + Penalty 2807.923542 = -524018.464790
  nChanged 22
		SP:Iteration 25Q (9874.730000 sec): 3 clusters
  Score: Raw -526832.178644 + Penalty 2807.923542 = -524024.255102
  nChanged 11
		SP:Iteration 26Q (9874.880000 sec): 3 clusters
  Score: Raw -526834.427657 + Penalty 2807.923542 = -524026.504115
  nChanged 3
		SP:Iteration 27Q (9875.080000 sec): 3 clusters
  Score: Raw -526835.055755 + Penalty 2807.923542 = -524027.132213
  nChanged 3
		SP:Iteration 28Q (9875.280000 sec): 3 clusters
  Score: Raw -526835.599425 + Penalty 2807.923542 = -524027.675883
  nChanged 4
		SP:Iteration 29Q (9875.490000 sec): 3 clusters
  Score: Raw -526836.034909 + Penalty 2807.923542 = -524028.111367
  nChanged 1
		SP:Iteration 30Q (9875.720000 sec): 3 clusters
  Score: Raw -526836.080889 + Penalty 2807.923542 = -524028.157348
  nChanged 0
		SP:Iteration 31F (9875.950000 sec): 3 clusters
  Score: Raw -526836.080889 + Penalty 2807.923542 = -524028.157348
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 6 (21706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9876.160000 sec): 2 clusters
  Score: Raw -2311046.997490 + Penalty 1622.618400 = -2309424.379090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9876.380000 sec): 3 clusters
  Score: Raw -2298065.903217 + Penalty 3245.236800 = -2294820.666418
  nChanged 9806
		SP:Iteration 1F (9876.660000 sec): 3 clusters
  Score: Raw -2303903.222879 + Penalty 3245.236800 = -2300657.986079
  nChanged 1744
		SP:Iteration 2F (9876.890000 sec): 3 clusters
  Score: Raw -2305320.987031 + Penalty 3245.236800 = -2302075.750231
  nChanged 2047
		SP:Iteration 3F (9877.160000 sec): 3 clusters
  Score: Raw -2307171.876999 + Penalty 3245.236800 = -2303926.640199
  nChanged 1957
		SP:Iteration 4F (9877.480000 sec): 3 clusters
  Score: Raw -2308847.074865 + Penalty 3245.236800 = -2305601.838065
  nChanged 1523
		SP:Iteration 5F (9877.750000 sec): 3 clusters
  Score: Raw -2309831.993306 + Penalty 3245.236800 = -2306586.756506
  nChanged 996
		SP:Iteration 6Q (9878.080000 sec): 3 clusters
  Score: Raw -2310227.847109 + Penalty 3245.236800 = -2306982.610310
  nChanged 597
		SP:Iteration 7Q (9878.380000 sec): 3 clusters
  Score: Raw -2310374.577788 + Penalty 3245.236800 = -2307129.340988
  nChanged 351
		SP:Iteration 8Q (9878.730000 sec): 3 clusters
  Score: Raw -2310437.365193 + Penalty 3245.236800 = -2307192.128393
  nChanged 247
		SP:Iteration 9Q (9878.980000 sec): 3 clusters
  Score: Raw -2310471.395403 + Penalty 3245.236800 = -2307226.158603
  nChanged 150
		SP:Iteration 10Q (9879.210000 sec): 3 clusters
  Score: Raw -2310487.269004 + Penalty 3245.236800 = -2307242.032204
  nChanged 109
		SP:Iteration 11Q (9879.490000 sec): 3 clusters
  Score: Raw -2310497.183066 + Penalty 3245.236800 = -2307251.946266
  nChanged 75
		SP:Iteration 12Q (9879.790000 sec): 3 clusters
  Score: Raw -2310504.002317 + Penalty 3245.236800 = -2307258.765517
  nChanged 55
		SP:Iteration 13Q (9880.060000 sec): 3 clusters
  Score: Raw -2310507.863941 + Penalty 3245.236800 = -2307262.627141
  nChanged 34
		SP:Iteration 14Q (9880.280000 sec): 3 clusters
  Score: Raw -2310510.435174 + Penalty 3245.236800 = -2307265.198375
  nChanged 30
		SP:Iteration 15Q (9880.590000 sec): 3 clusters
  Score: Raw -2310512.453877 + Penalty 3245.236800 = -2307267.217077
  nChanged 30
		SP:Iteration 16Q (9880.860000 sec): 3 clusters
  Score: Raw -2310514.851368 + Penalty 3245.236800 = -2307269.614568
  nChanged 27
		SP:Iteration 17Q (9881.120000 sec): 3 clusters
  Score: Raw -2310517.477373 + Penalty 3245.236800 = -2307272.240573
  nChanged 29
		SP:Iteration 18Q (9881.400000 sec): 3 clusters
  Score: Raw -2310520.132301 + Penalty 3245.236800 = -2307274.895501
  nChanged 35
		SP:Iteration 19Q (9881.680000 sec): 3 clusters
  Score: Raw -2310523.363729 + Penalty 3245.236800 = -2307278.126930
  nChanged 32
		SP:Iteration 20F (9881.910000 sec): 3 clusters
  Score: Raw -2310526.584721 + Penalty 3245.236800 = -2307281.347921
  nChanged 36
		SP:Iteration 21Q (9882.240000 sec): 3 clusters
  Score: Raw -2310529.509720 + Penalty 3245.236800 = -2307284.272920
  nChanged 39
		SP:Iteration 22Q (9882.570000 sec): 3 clusters
  Score: Raw -2310532.573090 + Penalty 3245.236800 = -2307287.336290
  nChanged 39
		SP:Iteration 23Q (9882.890000 sec): 3 clusters
  Score: Raw -2310535.121717 + Penalty 3245.236800 = -2307289.884917
  nChanged 33
		SP:Iteration 24Q (9883.160000 sec): 3 clusters
  Score: Raw -2310537.589631 + Penalty 3245.236800 = -2307292.352831
  nChanged 32
		SP:Iteration 25Q (9883.420000 sec): 3 clusters
  Score: Raw -2310539.702495 + Penalty 3245.236800 = -2307294.465696
  nChanged 33
		SP:Iteration 26Q (9883.670000 sec): 3 clusters
  Score: Raw -2310541.870843 + Penalty 3245.236800 = -2307296.634044
  nChanged 28
		SP:Iteration 27Q (9883.950000 sec): 3 clusters
  Score: Raw -2310544.291906 + Penalty 3245.236800 = -2307299.055106
  nChanged 41
		SP:Iteration 28Q (9884.240000 sec): 3 clusters
  Score: Raw -2310547.645767 + Penalty 3245.236800 = -2307302.408967
  nChanged 39
		SP:Iteration 29Q (9884.510000 sec): 3 clusters
  Score: Raw -2310551.430011 + Penalty 3245.236800 = -2307306.193211
  nChanged 45
		SP:Iteration 30Q (9884.770000 sec): 3 clusters
  Score: Raw -2310555.980633 + Penalty 3245.236800 = -2307310.743833
  nChanged 51
		SP:Iteration 31Q (9885.040000 sec): 3 clusters
  Score: Raw -2310560.974592 + Penalty 3245.236800 = -2307315.737792
  nChanged 55
		SP:Iteration 32Q (9885.360000 sec): 3 clusters
  Score: Raw -2310566.023871 + Penalty 3245.236800 = -2307320.787071
  nChanged 64
		SP:Iteration 33Q (9885.650000 sec): 3 clusters
  Score: Raw -2310572.208689 + Penalty 3245.236800 = -2307326.971889
  nChanged 71
		SP:Iteration 34Q (9885.930000 sec): 3 clusters
  Score: Raw -2310579.210217 + Penalty 3245.236800 = -2307333.973418
  nChanged 71
		SP:Iteration 35Q (9886.230000 sec): 3 clusters
  Score: Raw -2310585.169826 + Penalty 3245.236800 = -2307339.933026
  nChanged 75
		SP:Iteration 36Q (9886.480000 sec): 3 clusters
  Score: Raw -2310592.468542 + Penalty 3245.236800 = -2307347.231742
  nChanged 89
		SP:Iteration 37Q (9886.770000 sec): 3 clusters
  Score: Raw -2310601.315854 + Penalty 3245.236800 = -2307356.079054
  nChanged 75
		SP:Iteration 38Q (9887.070000 sec): 3 clusters
  Score: Raw -2310608.663952 + Penalty 3245.236800 = -2307363.427153
  nChanged 82
		SP:Iteration 39Q (9887.400000 sec): 3 clusters
  Score: Raw -2310616.126880 + Penalty 3245.236800 = -2307370.890080
  nChanged 75
		SP:Iteration 40F (9887.690000 sec): 3 clusters
  Score: Raw -2310621.705642 + Penalty 3245.236800 = -2307376.468843
  nChanged 54
		SP:Iteration 41Q (9888.050000 sec): 3 clusters
  Score: Raw -2310625.878425 + Penalty 3245.236800 = -2307380.641626
  nChanged 59
		SP:Iteration 42Q (9888.340000 sec): 3 clusters
  Score: Raw -2310630.396297 + Penalty 3245.236800 = -2307385.159497
  nChanged 58
		SP:Iteration 43Q (9888.700000 sec): 3 clusters
  Score: Raw -2310635.718498 + Penalty 3245.236800 = -2307390.481698
  nChanged 75
		SP:Iteration 44Q (9888.990000 sec): 3 clusters
  Score: Raw -2310642.236425 + Penalty 3245.236800 = -2307396.999625
  nChanged 80
		SP:Iteration 45Q (9889.310000 sec): 3 clusters
  Score: Raw -2310649.936008 + Penalty 3245.236800 = -2307404.699208
  nChanged 73
		SP:Iteration 46Q (9889.640000 sec): 3 clusters
  Score: Raw -2310656.807596 + Penalty 3245.236800 = -2307411.570796
  nChanged 78
		SP:Iteration 47Q (9889.970000 sec): 3 clusters
  Score: Raw -2310664.628441 + Penalty 3245.236800 = -2307419.391642
  nChanged 76
		SP:Iteration 48Q (9890.200000 sec): 3 clusters
  Score: Raw -2310671.160979 + Penalty 3245.236800 = -2307425.924180
  nChanged 76
		SP:Iteration 49Q (9890.450000 sec): 3 clusters
  Score: Raw -2310678.823290 + Penalty 3245.236800 = -2307433.586490
  nChanged 87
		SP:Iteration 50Q (9890.710000 sec): 3 clusters
  Score: Raw -2310689.233884 + Penalty 3245.236800 = -2307443.997084
  nChanged 119
		SP:Iteration 51Q (9891.020000 sec): 3 clusters
  Score: Raw -2310703.243670 + Penalty 3245.236800 = -2307458.006871
  nChanged 120
		SP:Iteration 52Q (9891.360000 sec): 3 clusters
  Score: Raw -2310718.017860 + Penalty 3245.236800 = -2307472.781060
  nChanged 148
		SP:Iteration 53Q (9891.660000 sec): 3 clusters
  Score: Raw -2310737.483702 + Penalty 3245.236800 = -2307492.246902
  nChanged 155
		SP:Iteration 54Q (9891.960000 sec): 3 clusters
  Score: Raw -2310756.392079 + Penalty 3245.236800 = -2307511.155279
  nChanged 158
		SP:Iteration 55Q (9892.290000 sec): 3 clusters
  Score: Raw -2310779.136334 + Penalty 3245.236800 = -2307533.899534
  nChanged 178
		SP:Iteration 56Q (9892.580000 sec): 3 clusters
  Score: Raw -2310806.310767 + Penalty 3245.236800 = -2307561.073967
  nChanged 188
		SP:Iteration 57Q (9892.850000 sec): 3 clusters
  Score: Raw -2310832.931769 + Penalty 3245.236800 = -2307587.694969
  nChanged 185
		SP:Iteration 58Q (9893.140000 sec): 3 clusters
  Score: Raw -2310860.503231 + Penalty 3245.236800 = -2307615.266431
  nChanged 192
		SP:Iteration 59Q (9893.500000 sec): 3 clusters
  Score: Raw -2310890.717210 + Penalty 3245.236800 = -2307645.480410
  nChanged 193
		SP:Iteration 60F (9893.810000 sec): 3 clusters
  Score: Raw -2310921.311337 + Penalty 3245.236800 = -2307676.074538
  nChanged 202
		SP:Iteration 61Q (9894.110000 sec): 3 clusters
  Score: Raw -2310953.518170 + Penalty 3245.236800 = -2307708.281370
  nChanged 190
		SP:Iteration 62Q (9894.400000 sec): 3 clusters
  Score: Raw -2310983.443693 + Penalty 3245.236800 = -2307738.206894
  nChanged 196
		SP:Iteration 63Q (9894.730000 sec): 3 clusters
  Score: Raw -2311015.560258 + Penalty 3245.236800 = -2307770.323458
  nChanged 212
		SP:Iteration 64Q (9895.020000 sec): 3 clusters
  Score: Raw -2311050.948301 + Penalty 3245.236800 = -2307805.711502
  nChanged 192
		SP:Iteration 65Q (9895.290000 sec): 3 clusters
  Score: Raw -2311081.261759 + Penalty 3245.236800 = -2307836.024959
  nChanged 181
		SP:Iteration 66Q (9895.580000 sec): 3 clusters
  Score: Raw -2311108.252845 + Penalty 3245.236800 = -2307863.016045
  nChanged 181
		SP:Iteration 67Q (9895.840000 sec): 3 clusters
  Score: Raw -2311133.357923 + Penalty 3245.236800 = -2307888.121123
  nChanged 184
		SP:Iteration 68Q (9896.080000 sec): 3 clusters
  Score: Raw -2311161.109766 + Penalty 3245.236800 = -2307915.872966
  nChanged 197
		SP:Iteration 69Q (9896.470000 sec): 3 clusters
  Score: Raw -2311192.255205 + Penalty 3245.236800 = -2307947.018405
  nChanged 202
		SP:Iteration 70Q (9896.800000 sec): 3 clusters
  Score: Raw -2311223.931575 + Penalty 3245.236800 = -2307978.694776
  nChanged 213
		SP:Iteration 71Q (9897.040000 sec): 3 clusters
  Score: Raw -2311259.099103 + Penalty 3245.236800 = -2308013.862304
  nChanged 216
		SP:Iteration 72Q (9897.290000 sec): 3 clusters
  Score: Raw -2311295.315740 + Penalty 3245.236800 = -2308050.078941
  nChanged 193
		SP:Iteration 73Q (9897.550000 sec): 3 clusters
  Score: Raw -2311325.982826 + Penalty 3245.236800 = -2308080.746026
  nChanged 180
		SP:Iteration 74Q (9897.870000 sec): 3 clusters
  Score: Raw -2311353.731337 + Penalty 3245.236800 = -2308108.494537
  nChanged 167
		SP:Iteration 75Q (9898.200000 sec): 3 clusters
  Score: Raw -2311379.009971 + Penalty 3245.236800 = -2308133.773171
  nChanged 149
		SP:Iteration 76Q (9898.520000 sec): 3 clusters
  Score: Raw -2311398.633015 + Penalty 3245.236800 = -2308153.396215
  nChanged 143
		SP:Iteration 77Q (9898.850000 sec): 3 clusters
  Score: Raw -2311418.938744 + Penalty 3245.236800 = -2308173.701944
  nChanged 132
		SP:Iteration 78Q (9899.190000 sec): 3 clusters
  Score: Raw -2311436.802972 + Penalty 3245.236800 = -2308191.566173
  nChanged 126
		SP:Iteration 79Q (9899.470000 sec): 3 clusters
  Score: Raw -2311454.026669 + Penalty 3245.236800 = -2308208.789869
  nChanged 123
		SP:Iteration 80F (9899.820000 sec): 3 clusters
  Score: Raw -2311471.501096 + Penalty 3245.236800 = -2308226.264296
  nChanged 135
		SP:Iteration 81Q (9900.080000 sec): 3 clusters
  Score: Raw -2311490.244194 + Penalty 3245.236800 = -2308245.007394
  nChanged 137
		SP:Iteration 82Q (9900.320000 sec): 3 clusters
  Score: Raw -2311509.690473 + Penalty 3245.236800 = -2308264.453674
  nChanged 130
		SP:Iteration 83Q (9900.600000 sec): 3 clusters
  Score: Raw -2311526.860259 + Penalty 3245.236800 = -2308281.623459
  nChanged 125
		SP:Iteration 84Q (9900.920000 sec): 3 clusters
  Score: Raw -2311544.318546 + Penalty 3245.236800 = -2308299.081746
  nChanged 121
		SP:Iteration 85Q (9901.180000 sec): 3 clusters
  Score: Raw -2311562.595608 + Penalty 3245.236800 = -2308317.358808
  nChanged 125
		SP:Iteration 86Q (9901.490000 sec): 3 clusters
  Score: Raw -2311580.552189 + Penalty 3245.236800 = -2308335.315389
  nChanged 126
		SP:Iteration 87Q (9901.790000 sec): 3 clusters
  Score: Raw -2311598.718134 + Penalty 3245.236800 = -2308353.481334
  nChanged 120
		SP:Iteration 88Q (9902.060000 sec): 3 clusters
  Score: Raw -2311613.809850 + Penalty 3245.236800 = -2308368.573051
  nChanged 108
		SP:Iteration 89Q (9902.330000 sec): 3 clusters
  Score: Raw -2311629.880036 + Penalty 3245.236800 = -2308384.643236
  nChanged 117
		SP:Iteration 90Q (9902.610000 sec): 3 clusters
  Score: Raw -2311649.048640 + Penalty 3245.236800 = -2308403.811840
  nChanged 118
		SP:Iteration 91Q (9902.870000 sec): 3 clusters
  Score: Raw -2311669.376756 + Penalty 3245.236800 = -2308424.139956
  nChanged 112
		SP:Iteration 92Q (9903.190000 sec): 3 clusters
  Score: Raw -2311684.747766 + Penalty 3245.236800 = -2308439.510966
  nChanged 95
		SP:Iteration 93Q (9903.510000 sec): 3 clusters
  Score: Raw -2311697.584648 + Penalty 3245.236800 = -2308452.347849
  nChanged 84
		SP:Iteration 94Q (9903.820000 sec): 3 clusters
  Score: Raw -2311710.292374 + Penalty 3245.236800 = -2308465.055575
  nChanged 101
		SP:Iteration 95Q (9904.100000 sec): 3 clusters
  Score: Raw -2311725.859681 + Penalty 3245.236800 = -2308480.622881
  nChanged 104
		SP:Iteration 96Q (9904.400000 sec): 3 clusters
  Score: Raw -2311740.931915 + Penalty 3245.236800 = -2308495.695115
  nChanged 94
		SP:Iteration 97Q (9904.710000 sec): 3 clusters
  Score: Raw -2311754.758780 + Penalty 3245.236800 = -2308509.521981
  nChanged 76
		SP:Iteration 98Q (9904.980000 sec): 3 clusters
  Score: Raw -2311764.908047 + Penalty 3245.236800 = -2308519.671247
  nChanged 72
		SP:Iteration 99Q (9905.320000 sec): 3 clusters
  Score: Raw -2311772.684330 + Penalty 3245.236800 = -2308527.447531
  nChanged 50
		SP:Iteration 100F (9905.600000 sec): 3 clusters
  Score: Raw -2311777.799090 + Penalty 3245.236800 = -2308532.562291
  nChanged 40
		SP:Iteration 101Q (9905.840000 sec): 3 clusters
  Score: Raw -2311782.372868 + Penalty 3245.236800 = -2308537.136069
  nChanged 45
		SP:Iteration 102Q (9906.160000 sec): 3 clusters
  Score: Raw -2311787.662877 + Penalty 3245.236800 = -2308542.426078
  nChanged 49
		SP:Iteration 103Q (9906.530000 sec): 3 clusters
  Score: Raw -2311793.925434 + Penalty 3245.236800 = -2308548.688635
  nChanged 60
		SP:Iteration 104Q (9906.900000 sec): 3 clusters
  Score: Raw -2311802.538711 + Penalty 3245.236800 = -2308557.301911
  nChanged 64
		SP:Iteration 105Q (9907.160000 sec): 3 clusters
  Score: Raw -2311811.300044 + Penalty 3245.236800 = -2308566.063244
  nChanged 59
		SP:Iteration 106Q (9907.510000 sec): 3 clusters
  Score: Raw -2311818.727954 + Penalty 3245.236800 = -2308573.491154
  nChanged 60
		SP:Iteration 107Q (9907.780000 sec): 3 clusters
  Score: Raw -2311826.048490 + Penalty 3245.236800 = -2308580.811691
  nChanged 44
		SP:Iteration 108Q (9908.110000 sec): 3 clusters
  Score: Raw -2311830.861290 + Penalty 3245.236800 = -2308585.624490
  nChanged 35
		SP:Iteration 109Q (9908.400000 sec): 3 clusters
  Score: Raw -2311834.504382 + Penalty 3245.236800 = -2308589.267582
  nChanged 36
		SP:Iteration 110Q (9908.760000 sec): 3 clusters
  Score: Raw -2311838.445443 + Penalty 3245.236800 = -2308593.208643
  nChanged 37
		SP:Iteration 111Q (9909.120000 sec): 3 clusters
  Score: Raw -2311843.327069 + Penalty 3245.236800 = -2308598.090270
  nChanged 42
		SP:Iteration 112Q (9909.420000 sec): 3 clusters
  Score: Raw -2311847.889466 + Penalty 3245.236800 = -2308602.652666
  nChanged 34
		SP:Iteration 113Q (9909.760000 sec): 3 clusters
  Score: Raw -2311851.210499 + Penalty 3245.236800 = -2308605.973699
  nChanged 27
		SP:Iteration 114Q (9910.100000 sec): 3 clusters
  Score: Raw -2311854.188411 + Penalty 3245.236800 = -2308608.951611
  nChanged 26
		SP:Iteration 115Q (9910.360000 sec): 3 clusters
  Score: Raw -2311857.075800 + Penalty 3245.236800 = -2308611.839000
  nChanged 31
		SP:Iteration 116Q (9910.670000 sec): 3 clusters
  Score: Raw -2311860.464420 + Penalty 3245.236800 = -2308615.227620
  nChanged 30
		SP:Iteration 117Q (9910.940000 sec): 3 clusters
  Score: Raw -2311863.847958 + Penalty 3245.236800 = -2308618.611158
  nChanged 30
		SP:Iteration 118Q (9911.210000 sec): 3 clusters
  Score: Raw -2311866.812078 + Penalty 3245.236800 = -2308621.575278
  nChanged 30
		SP:Iteration 119Q (9911.500000 sec): 3 clusters
  Score: Raw -2311869.746891 + Penalty 3245.236800 = -2308624.510092
  nChanged 27
		SP:Iteration 120F (9911.830000 sec): 3 clusters
  Score: Raw -2311872.894998 + Penalty 3245.236800 = -2308627.658198
  nChanged 31
		SP:Iteration 121Q (9912.090000 sec): 3 clusters
  Score: Raw -2311876.497943 + Penalty 3245.236800 = -2308631.261144
  nChanged 38
		SP:Iteration 122Q (9912.390000 sec): 3 clusters
  Score: Raw -2311881.160695 + Penalty 3245.236800 = -2308635.923895
  nChanged 43
		SP:Iteration 123Q (9912.660000 sec): 3 clusters
  Score: Raw -2311885.856783 + Penalty 3245.236800 = -2308640.619984
  nChanged 30
		SP:Iteration 124Q (9912.950000 sec): 3 clusters
  Score: Raw -2311889.151367 + Penalty 3245.236800 = -2308643.914568
  nChanged 28
		SP:Iteration 125Q (9913.270000 sec): 3 clusters
  Score: Raw -2311892.580333 + Penalty 3245.236800 = -2308647.343533
  nChanged 27
		SP:Iteration 126Q (9913.540000 sec): 3 clusters
  Score: Raw -2311895.555355 + Penalty 3245.236800 = -2308650.318555
  nChanged 22
		SP:Iteration 127Q (9913.880000 sec): 3 clusters
  Score: Raw -2311898.421046 + Penalty 3245.236800 = -2308653.184246
  nChanged 22
		SP:Iteration 128Q (9914.180000 sec): 3 clusters
  Score: Raw -2311900.763051 + Penalty 3245.236800 = -2308655.526252
  nChanged 16
		SP:Iteration 129Q (9914.480000 sec): 3 clusters
  Score: Raw -2311902.272056 + Penalty 3245.236800 = -2308657.035257
  nChanged 17
		SP:Iteration 130Q (9914.800000 sec): 3 clusters
  Score: Raw -2311904.208944 + Penalty 3245.236800 = -2308658.972144
  nChanged 19
		SP:Iteration 131Q (9915.110000 sec): 3 clusters
  Score: Raw -2311906.153603 + Penalty 3245.236800 = -2308660.916803
  nChanged 15
		SP:Iteration 132Q (9915.410000 sec): 3 clusters
  Score: Raw -2311907.644885 + Penalty 3245.236800 = -2308662.408085
  nChanged 13
		SP:Iteration 133Q (9915.760000 sec): 3 clusters
  Score: Raw -2311908.679589 + Penalty 3245.236800 = -2308663.442790
  nChanged 10
		SP:Iteration 134Q (9916.040000 sec): 3 clusters
  Score: Raw -2311909.510412 + Penalty 3245.236800 = -2308664.273612
  nChanged 12
		SP:Iteration 135Q (9916.360000 sec): 3 clusters
  Score: Raw -2311910.493472 + Penalty 3245.236800 = -2308665.256673
  nChanged 7
		SP:Iteration 136Q (9916.620000 sec): 3 clusters
  Score: Raw -2311910.899857 + Penalty 3245.236800 = -2308665.663057
  nChanged 1
		SP:Iteration 137Q (9916.940000 sec): 3 clusters
  Score: Raw -2311911.027812 + Penalty 3245.236800 = -2308665.791012
  nChanged 1
		SP:Iteration 138Q (9917.260000 sec): 3 clusters
  Score: Raw -2311911.076889 + Penalty 3245.236800 = -2308665.840090
  nChanged 1
		SP:Iteration 139Q (9917.590000 sec): 3 clusters
  Score: Raw -2311911.125591 + Penalty 3245.236800 = -2308665.888791
  nChanged 1
		SP:Iteration 140F (9917.860000 sec): 3 clusters
  Score: Raw -2311911.204182 + Penalty 3245.236800 = -2308665.967382
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 7 (13732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9918.020000 sec): 2 clusters
  Score: Raw -1341114.111918 + Penalty 1548.216175 = -1339565.895743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9918.340000 sec): 3 clusters
  Score: Raw -1333071.084690 + Penalty 3096.432350 = -1329974.652339
  nChanged 6179
		SP:Iteration 1F (9918.590000 sec): 3 clusters
  Score: Raw -1336597.782170 + Penalty 3096.432350 = -1333501.349819
  nChanged 880
		SP:Iteration 2F (9918.880000 sec): 3 clusters
  Score: Raw -1337021.086680 + Penalty 3096.432350 = -1333924.654330
  nChanged 769
		SP:Iteration 3F (9919.240000 sec): 3 clusters
  Score: Raw -1337347.159912 + Penalty 3096.432350 = -1334250.727562
  nChanged 630
		SP:Iteration 4Q (9919.500000 sec): 3 clusters
  Score: Raw -1337618.200812 + Penalty 3096.432350 = -1334521.768461
  nChanged 577
		SP:Iteration 5Q (9919.740000 sec): 3 clusters
  Score: Raw -1337852.485738 + Penalty 3096.432350 = -1334756.053388
  nChanged 508
		SP:Iteration 6Q (9920.050000 sec): 3 clusters
  Score: Raw -1338065.187978 + Penalty 3096.432350 = -1334968.755628
  nChanged 497
		SP:Iteration 7Q (9920.300000 sec): 3 clusters
  Score: Raw -1338284.814149 + Penalty 3096.432350 = -1335188.381799
  nChanged 477
		SP:Iteration 8Q (9920.540000 sec): 3 clusters
  Score: Raw -1338506.087478 + Penalty 3096.432350 = -1335409.655128
  nChanged 449
		SP:Iteration 9Q (9920.800000 sec): 3 clusters
  Score: Raw -1338715.720432 + Penalty 3096.432350 = -1335619.288082
  nChanged 476
		SP:Iteration 10Q (9921.040000 sec): 3 clusters
  Score: Raw -1338969.184337 + Penalty 3096.432350 = -1335872.751987
  nChanged 481
		SP:Iteration 11Q (9921.340000 sec): 3 clusters
  Score: Raw -1339226.927695 + Penalty 3096.432350 = -1336130.495345
  nChanged 431
		SP:Iteration 12Q (9921.640000 sec): 3 clusters
  Score: Raw -1339432.882250 + Penalty 3096.432350 = -1336336.449899
  nChanged 392
		SP:Iteration 13Q (9921.920000 sec): 3 clusters
  Score: Raw -1339609.351543 + Penalty 3096.432350 = -1336512.919193
  nChanged 329
		SP:Iteration 14Q (9922.190000 sec): 3 clusters
  Score: Raw -1339740.453452 + Penalty 3096.432350 = -1336644.021101
  nChanged 270
		SP:Iteration 15Q (9922.440000 sec): 3 clusters
  Score: Raw -1339840.545452 + Penalty 3096.432350 = -1336744.113102
  nChanged 219
		SP:Iteration 16Q (9922.750000 sec): 3 clusters
  Score: Raw -1339914.752893 + Penalty 3096.432350 = -1336818.320543
  nChanged 189
		SP:Iteration 17Q (9922.960000 sec): 3 clusters
  Score: Raw -1339975.989666 + Penalty 3096.432350 = -1336879.557316
  nChanged 173
		SP:Iteration 18Q (9923.220000 sec): 3 clusters
  Score: Raw -1340031.134348 + Penalty 3096.432350 = -1336934.701997
  nChanged 173
		SP:Iteration 19Q (9923.510000 sec): 3 clusters
  Score: Raw -1340081.443103 + Penalty 3096.432350 = -1336985.010752
  nChanged 151
		SP:Iteration 20F (9923.740000 sec): 3 clusters
  Score: Raw -1340123.873878 + Penalty 3096.432350 = -1337027.441528
  nChanged 137
		SP:Iteration 21Q (9923.990000 sec): 3 clusters
  Score: Raw -1340162.883056 + Penalty 3096.432350 = -1337066.450705
  nChanged 128
		SP:Iteration 22Q (9924.290000 sec): 3 clusters
  Score: Raw -1340199.000267 + Penalty 3096.432350 = -1337102.567917
  nChanged 120
		SP:Iteration 23Q (9924.520000 sec): 3 clusters
  Score: Raw -1340228.404641 + Penalty 3096.432350 = -1337131.972291
  nChanged 106
		SP:Iteration 24Q (9924.770000 sec): 3 clusters
  Score: Raw -1340253.443403 + Penalty 3096.432350 = -1337157.011052
  nChanged 101
		SP:Iteration 25Q (9925.060000 sec): 3 clusters
  Score: Raw -1340278.052381 + Penalty 3096.432350 = -1337181.620030
  nChanged 97
		SP:Iteration 26Q (9925.290000 sec): 3 clusters
  Score: Raw -1340298.190733 + Penalty 3096.432350 = -1337201.758383
  nChanged 90
		SP:Iteration 27Q (9925.520000 sec): 3 clusters
  Score: Raw -1340315.759852 + Penalty 3096.432350 = -1337219.327502
  nChanged 87
		SP:Iteration 28Q (9925.810000 sec): 3 clusters
  Score: Raw -1340334.667980 + Penalty 3096.432350 = -1337238.235630
  nChanged 93
		SP:Iteration 29Q (9926.050000 sec): 3 clusters
  Score: Raw -1340353.585556 + Penalty 3096.432350 = -1337257.153206
  nChanged 85
		SP:Iteration 30Q (9926.290000 sec): 3 clusters
  Score: Raw -1340370.376927 + Penalty 3096.432350 = -1337273.944577
  nChanged 78
		SP:Iteration 31Q (9926.530000 sec): 3 clusters
  Score: Raw -1340386.456363 + Penalty 3096.432350 = -1337290.024013
  nChanged 82
		SP:Iteration 32Q (9926.750000 sec): 3 clusters
  Score: Raw -1340404.032450 + Penalty 3096.432350 = -1337307.600100
  nChanged 101
		SP:Iteration 33Q (9927.030000 sec): 3 clusters
  Score: Raw -1340424.732382 + Penalty 3096.432350 = -1337328.300032
  nChanged 87
		SP:Iteration 34Q (9927.250000 sec): 3 clusters
  Score: Raw -1340440.837151 + Penalty 3096.432350 = -1337344.404800
  nChanged 71
		SP:Iteration 35Q (9927.520000 sec): 3 clusters
  Score: Raw -1340453.608119 + Penalty 3096.432350 = -1337357.175769
  nChanged 56
		SP:Iteration 36Q (9927.740000 sec): 3 clusters
  Score: Raw -1340463.830466 + Penalty 3096.432350 = -1337367.398116
  nChanged 55
		SP:Iteration 37Q (9927.990000 sec): 3 clusters
  Score: Raw -1340471.599780 + Penalty 3096.432350 = -1337375.167430
  nChanged 45
		SP:Iteration 38Q (9928.220000 sec): 3 clusters
  Score: Raw -1340477.493244 + Penalty 3096.432350 = -1337381.060893
  nChanged 46
		SP:Iteration 39Q (9928.440000 sec): 3 clusters
  Score: Raw -1340483.415508 + Penalty 3096.432350 = -1337386.983158
  nChanged 46
		SP:Iteration 40F (9928.670000 sec): 3 clusters
  Score: Raw -1340489.457407 + Penalty 3096.432350 = -1337393.025057
  nChanged 43
		SP:Iteration 41Q (9928.930000 sec): 3 clusters
  Score: Raw -1340496.747147 + Penalty 3096.432350 = -1337400.314796
  nChanged 53
		SP:Iteration 42Q (9929.120000 sec): 3 clusters
  Score: Raw -1340505.079486 + Penalty 3096.432350 = -1337408.647136
  nChanged 51
		SP:Iteration 43Q (9929.370000 sec): 3 clusters
  Score: Raw -1340513.152550 + Penalty 3096.432350 = -1337416.720200
  nChanged 46
		SP:Iteration 44Q (9929.620000 sec): 3 clusters
  Score: Raw -1340520.554868 + Penalty 3096.432350 = -1337424.122518
  nChanged 48
		SP:Iteration 45Q (9929.850000 sec): 3 clusters
  Score: Raw -1340531.314960 + Penalty 3096.432350 = -1337434.882610
  nChanged 56
		SP:Iteration 46Q (9930.060000 sec): 3 clusters
  Score: Raw -1340542.709066 + Penalty 3096.432350 = -1337446.276716
  nChanged 66
		SP:Iteration 47Q (9930.320000 sec): 3 clusters
  Score: Raw -1340556.416146 + Penalty 3096.432350 = -1337459.983796
  nChanged 74
		SP:Iteration 48Q (9930.570000 sec): 3 clusters
  Score: Raw -1340571.035201 + Penalty 3096.432350 = -1337474.602851
  nChanged 65
		SP:Iteration 49Q (9930.840000 sec): 3 clusters
  Score: Raw -1340584.184562 + Penalty 3096.432350 = -1337487.752211
  nChanged 65
		SP:Iteration 50Q (9931.100000 sec): 3 clusters
  Score: Raw -1340598.238749 + Penalty 3096.432350 = -1337501.806398
  nChanged 68
		SP:Iteration 51Q (9931.370000 sec): 3 clusters
  Score: Raw -1340611.626973 + Penalty 3096.432350 = -1337515.194623
  nChanged 66
		SP:Iteration 52Q (9931.660000 sec): 3 clusters
  Score: Raw -1340626.240277 + Penalty 3096.432350 = -1337529.807927
  nChanged 63
		SP:Iteration 53Q (9931.920000 sec): 3 clusters
  Score: Raw -1340640.973650 + Penalty 3096.432350 = -1337544.541300
  nChanged 77
		SP:Iteration 54Q (9932.140000 sec): 3 clusters
  Score: Raw -1340661.856834 + Penalty 3096.432350 = -1337565.424483
  nChanged 86
		SP:Iteration 55Q (9932.390000 sec): 3 clusters
  Score: Raw -1340683.703459 + Penalty 3096.432350 = -1337587.271109
  nChanged 97
		SP:Iteration 56Q (9932.630000 sec): 3 clusters
  Score: Raw -1340709.362612 + Penalty 3096.432350 = -1337612.930261
  nChanged 92
		SP:Iteration 57Q (9932.830000 sec): 3 clusters
  Score: Raw -1340735.614705 + Penalty 3096.432350 = -1337639.182355
  nChanged 90
		SP:Iteration 58Q (9933.030000 sec): 3 clusters
  Score: Raw -1340758.926598 + Penalty 3096.432350 = -1337662.494248
  nChanged 79
		SP:Iteration 59Q (9933.260000 sec): 3 clusters
  Score: Raw -1340783.106009 + Penalty 3096.432350 = -1337686.673658
  nChanged 74
		SP:Iteration 60F (9933.520000 sec): 3 clusters
  Score: Raw -1340804.672377 + Penalty 3096.432350 = -1337708.240027
  nChanged 69
		SP:Iteration 61Q (9933.790000 sec): 3 clusters
  Score: Raw -1340821.947804 + Penalty 3096.432350 = -1337725.515454
  nChanged 72
		SP:Iteration 62Q (9934.060000 sec): 3 clusters
  Score: Raw -1340844.576393 + Penalty 3096.432350 = -1337748.144043
  nChanged 81
		SP:Iteration 63Q (9934.310000 sec): 3 clusters
  Score: Raw -1340867.977743 + Penalty 3096.432350 = -1337771.545393
  nChanged 76
		SP:Iteration 64Q (9934.560000 sec): 3 clusters
  Score: Raw -1340891.232780 + Penalty 3096.432350 = -1337794.800429
  nChanged 93
		SP:Iteration 65Q (9934.810000 sec): 3 clusters
  Score: Raw -1340926.413008 + Penalty 3096.432350 = -1337829.980657
  nChanged 91
		SP:Iteration 66Q (9935.020000 sec): 3 clusters
  Score: Raw -1340958.205322 + Penalty 3096.432350 = -1337861.772972
  nChanged 86
		SP:Iteration 67Q (9935.320000 sec): 3 clusters
  Score: Raw -1340989.961752 + Penalty 3096.432350 = -1337893.529402
  nChanged 80
		SP:Iteration 68Q (9935.540000 sec): 3 clusters
  Score: Raw -1341015.292745 + Penalty 3096.432350 = -1337918.860395
  nChanged 79
		SP:Iteration 69Q (9935.810000 sec): 3 clusters
  Score: Raw -1341046.424550 + Penalty 3096.432350 = -1337949.992200
  nChanged 76
		SP:Iteration 70Q (9936.040000 sec): 3 clusters
  Score: Raw -1341078.942011 + Penalty 3096.432350 = -1337982.509661
  nChanged 72
		SP:Iteration 71Q (9936.320000 sec): 3 clusters
  Score: Raw -1341112.987890 + Penalty 3096.432350 = -1338016.555540
  nChanged 83
		SP:Iteration 72Q (9936.560000 sec): 3 clusters
  Score: Raw -1341151.311127 + Penalty 3096.432350 = -1338054.878776
  nChanged 72
		SP:Iteration 73Q (9936.780000 sec): 3 clusters
  Score: Raw -1341182.987916 + Penalty 3096.432350 = -1338086.555566
  nChanged 66
		SP:Iteration 74Q (9937.040000 sec): 3 clusters
  Score: Raw -1341213.067471 + Penalty 3096.432350 = -1338116.635121
  nChanged 60
		SP:Iteration 75Q (9937.240000 sec): 3 clusters
  Score: Raw -1341240.734134 + Penalty 3096.432350 = -1338144.301784
  nChanged 59
		SP:Iteration 76Q (9937.500000 sec): 3 clusters
  Score: Raw -1341269.237213 + Penalty 3096.432350 = -1338172.804863
  nChanged 55
		SP:Iteration 77Q (9937.760000 sec): 3 clusters
  Score: Raw -1341299.049890 + Penalty 3096.432350 = -1338202.617539
  nChanged 56
		SP:Iteration 78Q (9937.940000 sec): 3 clusters
  Score: Raw -1341334.083891 + Penalty 3096.432350 = -1338237.651541
  nChanged 53
		SP:Iteration 79Q (9938.170000 sec): 3 clusters
  Score: Raw -1341365.633700 + Penalty 3096.432350 = -1338269.201349
  nChanged 60
		SP:Iteration 80F (9938.410000 sec): 3 clusters
  Score: Raw -1341399.473118 + Penalty 3096.432350 = -1338303.040768
  nChanged 63
		SP:Iteration 81Q (9938.630000 sec): 3 clusters
  Score: Raw -1341426.977405 + Penalty 3096.432350 = -1338330.545055
  nChanged 53
		SP:Iteration 82Q (9938.810000 sec): 3 clusters
  Score: Raw -1341454.538044 + Penalty 3096.432350 = -1338358.105694
  nChanged 43
		SP:Iteration 83Q (9939.010000 sec): 3 clusters
  Score: Raw -1341471.739672 + Penalty 3096.432350 = -1338375.307321
  nChanged 37
		SP:Iteration 84Q (9939.240000 sec): 3 clusters
  Score: Raw -1341481.422785 + Penalty 3096.432350 = -1338384.990434
  nChanged 22
		SP:Iteration 85Q (9939.450000 sec): 3 clusters
  Score: Raw -1341487.360638 + Penalty 3096.432350 = -1338390.928287
  nChanged 19
		SP:Iteration 86Q (9939.640000 sec): 3 clusters
  Score: Raw -1341491.989336 + Penalty 3096.432350 = -1338395.556986
  nChanged 10
		SP:Iteration 87Q (9939.870000 sec): 3 clusters
  Score: Raw -1341493.637508 + Penalty 3096.432350 = -1338397.205158
  nChanged 3
		SP:Iteration 88Q (9940.120000 sec): 3 clusters
  Score: Raw -1341494.360506 + Penalty 3096.432350 = -1338397.928155
  nChanged 2
		SP:Iteration 89Q (9940.370000 sec): 3 clusters
  Score: Raw -1341495.125383 + Penalty 3096.432350 = -1338398.693033
  nChanged 2
		SP:Iteration 90Q (9940.620000 sec): 3 clusters
  Score: Raw -1341495.428225 + Penalty 3096.432350 = -1338398.995874
  nChanged 3
		SP:Iteration 91Q (9940.860000 sec): 3 clusters
  Score: Raw -1341495.919211 + Penalty 3096.432350 = -1338399.486860
  nChanged 3
		SP:Iteration 92Q (9941.080000 sec): 3 clusters
  Score: Raw -1341497.008272 + Penalty 3096.432350 = -1338400.575921
  nChanged 4
		SP:Iteration 93Q (9941.270000 sec): 3 clusters
  Score: Raw -1341497.942197 + Penalty 3096.432350 = -1338401.509847
  nChanged 6
		SP:Iteration 94Q (9941.540000 sec): 3 clusters
  Score: Raw -1341499.642655 + Penalty 3096.432350 = -1338403.210304
  nChanged 8
		SP:Iteration 95Q (9941.770000 sec): 3 clusters
  Score: Raw -1341501.312584 + Penalty 3096.432350 = -1338404.880234
  nChanged 3
		SP:Iteration 96Q (9941.980000 sec): 3 clusters
  Score: Raw -1341501.576797 + Penalty 3096.432350 = -1338405.144446
  nChanged 2
		SP:Iteration 97Q (9942.180000 sec): 3 clusters
  Score: Raw -1341502.189447 + Penalty 3096.432350 = -1338405.757097
  nChanged 3
		SP:Iteration 98Q (9942.410000 sec): 3 clusters
  Score: Raw -1341502.755539 + Penalty 3096.432350 = -1338406.323189
  nChanged 3
		SP:Iteration 99Q (9942.640000 sec): 3 clusters
  Score: Raw -1341503.208243 + Penalty 3096.432350 = -1338406.775893
  nChanged 2
		SP:Iteration 100F (9942.880000 sec): 3 clusters
  Score: Raw -1341503.550961 + Penalty 3096.432350 = -1338407.118611
  nChanged 1
		SP:Iteration 101Q (9943.120000 sec): 3 clusters
  Score: Raw -1341503.947252 + Penalty 3096.432350 = -1338407.514902
  nChanged 3
		SP:Iteration 102Q (9943.340000 sec): 3 clusters
  Score: Raw -1341504.565555 + Penalty 3096.432350 = -1338408.133205
  nChanged 1
		SP:Iteration 103Q (9943.560000 sec): 3 clusters
  Score: Raw -1341504.747277 + Penalty 3096.432350 = -1338408.314927
  nChanged 0
		SP:Iteration 104F (9943.780000 sec): 3 clusters
  Score: Raw -1341504.747277 + Penalty 3096.432350 = -1338408.314927
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 8 (109492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9944.310000 sec): 2 clusters
  Score: Raw -11457233.913831 + Penalty 1885.586100 = -11455348.327732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9945.040000 sec): 3 clusters
  Score: Raw -11385596.489129 + Penalty 3771.172199 = -11381825.316930
  nChanged 52608
		SP:Iteration 1F (9945.730000 sec): 3 clusters
  Score: Raw -11416003.473464 + Penalty 3771.172199 = -11412232.301265
  nChanged 2974
		SP:Iteration 2Q (9946.460000 sec): 3 clusters
  Score: Raw -11416585.474601 + Penalty 3771.172199 = -11412814.302402
  nChanged 3137
		SP:Iteration 3Q (9947.140000 sec): 3 clusters
  Score: Raw -11417285.412075 + Penalty 3771.172199 = -11413514.239876
  nChanged 3489
		SP:Iteration 4Q (9947.870000 sec): 3 clusters
  Score: Raw -11418216.505401 + Penalty 3771.172199 = -11414445.333202
  nChanged 4194
		SP:Iteration 5Q (9948.460000 sec): 3 clusters
  Score: Raw -11419723.263884 + Penalty 3771.172199 = -11415952.091685
  nChanged 5605
		SP:Iteration 6F (9949.080000 sec): 3 clusters
  Score: Raw -11422470.243752 + Penalty 3771.172199 = -11418699.071553
  nChanged 7492
		SP:Iteration 7F (9949.810000 sec): 3 clusters
  Score: Raw -11427346.218150 + Penalty 3771.172199 = -11423575.045951
  nChanged 9248
		SP:Iteration 8F (9950.490000 sec): 3 clusters
  Score: Raw -11435003.848286 + Penalty 3771.172199 = -11431232.676087
  nChanged 9614
		SP:Iteration 9F (9951.180000 sec): 3 clusters
  Score: Raw -11444293.598986 + Penalty 3771.172199 = -11440522.426787
  nChanged 7326
		SP:Iteration 10F (9951.850000 sec): 3 clusters
  Score: Raw -11451690.878532 + Penalty 3771.172199 = -11447919.706333
  nChanged 3771
		SP:Iteration 11Q (9952.540000 sec): 3 clusters
  Score: Raw -11455361.761246 + Penalty 3771.172199 = -11451590.589047
  nChanged 1426
		SP:Iteration 12Q (9953.180000 sec): 3 clusters
  Score: Raw -11456691.920871 + Penalty 3771.172199 = -11452920.748672
  nChanged 461
		SP:Iteration 13Q (9953.800000 sec): 3 clusters
  Score: Raw -11457129.951098 + Penalty 3771.172199 = -11453358.778899
  nChanged 118
		SP:Iteration 14Q (9954.420000 sec): 3 clusters
  Score: Raw -11457262.318275 + Penalty 3771.172199 = -11453491.146076
  nChanged 56
		SP:Iteration 15Q (9955.000000 sec): 3 clusters
  Score: Raw -11457328.108626 + Penalty 3771.172199 = -11453556.936427
  nChanged 35
		SP:Iteration 16Q (9955.570000 sec): 3 clusters
  Score: Raw -11457370.398588 + Penalty 3771.172199 = -11453599.226389
  nChanged 25
		SP:Iteration 17Q (9956.140000 sec): 3 clusters
  Score: Raw -11457396.040838 + Penalty 3771.172199 = -11453624.868639
  nChanged 12
		SP:Iteration 18Q (9956.700000 sec): 3 clusters
  Score: Raw -11457410.653597 + Penalty 3771.172199 = -11453639.481398
  nChanged 2
		SP:Iteration 19Q (9957.200000 sec): 3 clusters
  Score: Raw -11457415.720060 + Penalty 3771.172199 = -11453644.547861
  nChanged 6
		SP:Iteration 20F (9957.760000 sec): 3 clusters
  Score: Raw -11457424.616947 + Penalty 3771.172199 = -11453653.444748
  nChanged 2
		SP:Iteration 21Q (9958.260000 sec): 3 clusters
  Score: Raw -11457427.597284 + Penalty 3771.172199 = -11453656.425085
  nChanged 3
		SP:Iteration 22Q (9958.810000 sec): 3 clusters
  Score: Raw -11457430.137559 + Penalty 3771.172199 = -11453658.965360
  nChanged 1
		SP:Iteration 23Q (9959.350000 sec): 3 clusters
  Score: Raw -11457431.658845 + Penalty 3771.172199 = -11453660.486646
  nChanged 0
		SP:Iteration 24F (9959.980000 sec): 3 clusters
  Score: Raw -11457431.658845 + Penalty 3771.172199 = -11453660.486646
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (3518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9960.120000 sec): 2 clusters
  Score: Raw -387703.398916 + Penalty 1326.917788 = -386376.481128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9960.300000 sec): 3 clusters
  Score: Raw -385980.482210 + Penalty 2653.835576 = -383326.646635
  nChanged 1386
		SP:Iteration 1F (9960.480000 sec): 3 clusters
  Score: Raw -386732.545876 + Penalty 2653.835576 = -384078.710300
  nChanged 250
		SP:Iteration 2F (9960.660000 sec): 3 clusters
  Score: Raw -386861.844171 + Penalty 2653.835576 = -384208.008595
  nChanged 161
		SP:Iteration 3Q (9960.880000 sec): 3 clusters
  Score: Raw -386931.828060 + Penalty 2653.835576 = -384277.992485
  nChanged 116
		SP:Iteration 4Q (9961.070000 sec): 3 clusters
  Score: Raw -386982.306712 + Penalty 2653.835576 = -384328.471137
  nChanged 64
		SP:Iteration 5Q (9961.250000 sec): 3 clusters
  Score: Raw -387004.696759 + Penalty 2653.835576 = -384350.861184
  nChanged 47
		SP:Iteration 6Q (9961.450000 sec): 3 clusters
  Score: Raw -387018.635458 + Penalty 2653.835576 = -384364.799882
  nChanged 31
		SP:Iteration 7Q (9961.610000 sec): 3 clusters
  Score: Raw -387027.562754 + Penalty 2653.835576 = -384373.727178
  nChanged 25
		SP:Iteration 8Q (9961.750000 sec): 3 clusters
  Score: Raw -387036.503750 + Penalty 2653.835576 = -384382.668174
  nChanged 32
		SP:Iteration 9Q (9961.950000 sec): 3 clusters
  Score: Raw -387047.017702 + Penalty 2653.835576 = -384393.182126
  nChanged 30
		SP:Iteration 10Q (9962.110000 sec): 3 clusters
  Score: Raw -387058.635311 + Penalty 2653.835576 = -384404.799735
  nChanged 30
		SP:Iteration 11Q (9962.300000 sec): 3 clusters
  Score: Raw -387069.476169 + Penalty 2653.835576 = -384415.640593
  nChanged 28
		SP:Iteration 12Q (9962.450000 sec): 3 clusters
  Score: Raw -387078.570319 + Penalty 2653.835576 = -384424.734744
  nChanged 23
		SP:Iteration 13Q (9962.600000 sec): 3 clusters
  Score: Raw -387084.829511 + Penalty 2653.835576 = -384430.993935
  nChanged 19
		SP:Iteration 14Q (9962.760000 sec): 3 clusters
  Score: Raw -387090.471783 + Penalty 2653.835576 = -384436.636208
  nChanged 19
		SP:Iteration 15Q (9962.920000 sec): 3 clusters
  Score: Raw -387094.949925 + Penalty 2653.835576 = -384441.114349
  nChanged 14
		SP:Iteration 16Q (9963.080000 sec): 3 clusters
  Score: Raw -387099.549316 + Penalty 2653.835576 = -384445.713741
  nChanged 16
		SP:Iteration 17Q (9963.260000 sec): 3 clusters
  Score: Raw -387104.047067 + Penalty 2653.835576 = -384450.211492
  nChanged 20
		SP:Iteration 18Q (9963.420000 sec): 3 clusters
  Score: Raw -387108.219160 + Penalty 2653.835576 = -384454.383584
  nChanged 13
		SP:Iteration 19Q (9963.640000 sec): 3 clusters
  Score: Raw -387112.175246 + Penalty 2653.835576 = -384458.339670
  nChanged 10
		SP:Iteration 20F (9963.830000 sec): 3 clusters
  Score: Raw -387115.470023 + Penalty 2653.835576 = -384461.634447
  nChanged 10
		SP:Iteration 21Q (9963.990000 sec): 3 clusters
  Score: Raw -387118.649988 + Penalty 2653.835576 = -384464.814412
  nChanged 10
		SP:Iteration 22Q (9964.180000 sec): 3 clusters
  Score: Raw -387121.876787 + Penalty 2653.835576 = -384468.041211
  nChanged 13
		SP:Iteration 23Q (9964.360000 sec): 3 clusters
  Score: Raw -387126.146990 + Penalty 2653.835576 = -384472.311414
  nChanged 9
		SP:Iteration 24Q (9964.540000 sec): 3 clusters
  Score: Raw -387128.332310 + Penalty 2653.835576 = -384474.496734
  nChanged 8
		SP:Iteration 25Q (9964.690000 sec): 3 clusters
  Score: Raw -387130.904822 + Penalty 2653.835576 = -384477.069246
  nChanged 15
		SP:Iteration 26Q (9964.860000 sec): 3 clusters
  Score: Raw -387135.055887 + Penalty 2653.835576 = -384481.220312
  nChanged 10
		SP:Iteration 27Q (9965.030000 sec): 3 clusters
  Score: Raw -387138.069557 + Penalty 2653.835576 = -384484.233981
  nChanged 11
		SP:Iteration 28Q (9965.200000 sec): 3 clusters
  Score: Raw -387141.574872 + Penalty 2653.835576 = -384487.739296
  nChanged 12
		SP:Iteration 29Q (9965.380000 sec): 3 clusters
  Score: Raw -387145.561571 + Penalty 2653.835576 = -384491.725995
  nChanged 12
		SP:Iteration 30Q (9965.560000 sec): 3 clusters
  Score: Raw -387149.300021 + Penalty 2653.835576 = -384495.464446
  nChanged 8
		SP:Iteration 31Q (9965.760000 sec): 3 clusters
  Score: Raw -387151.834845 + Penalty 2653.835576 = -384497.999269
  nChanged 8
		SP:Iteration 32Q (9965.900000 sec): 3 clusters
  Score: Raw -387153.590456 + Penalty 2653.835576 = -384499.754881
  nChanged 5
		SP:Iteration 33Q (9966.120000 sec): 3 clusters
  Score: Raw -387154.502112 + Penalty 2653.835576 = -384500.666536
  nChanged 3
		SP:Iteration 34Q (9966.290000 sec): 3 clusters
  Score: Raw -387154.995558 + Penalty 2653.835576 = -384501.159982
  nChanged 2
		SP:Iteration 35Q (9966.490000 sec): 3 clusters
  Score: Raw -387155.511266 + Penalty 2653.835576 = -384501.675691
  nChanged 2
		SP:Iteration 36Q (9966.630000 sec): 3 clusters
  Score: Raw -387155.825613 + Penalty 2653.835576 = -384501.990037
  nChanged 0
		SP:Iteration 37F (9966.850000 sec): 3 clusters
  Score: Raw -387155.825613 + Penalty 2653.835576 = -384501.990037
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 10 (14048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9966.950000 sec): 2 clusters
  Score: Raw -1368496.049425 + Penalty 1551.913239 = -1366944.136186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9967.210000 sec): 3 clusters
  Score: Raw -1360315.683226 + Penalty 3103.826478 = -1357211.856749
  nChanged 6152
		SP:Iteration 1F (9967.420000 sec): 3 clusters
  Score: Raw -1363638.919437 + Penalty 3103.826478 = -1360535.092959
  nChanged 766
		SP:Iteration 2F (9967.660000 sec): 3 clusters
  Score: Raw -1363941.843940 + Penalty 3103.826478 = -1360838.017463
  nChanged 688
		SP:Iteration 3Q (9967.880000 sec): 3 clusters
  Score: Raw -1364234.875681 + Penalty 3103.826478 = -1361131.049203
  nChanged 641
		SP:Iteration 4Q (9968.100000 sec): 3 clusters
  Score: Raw -1364487.367193 + Penalty 3103.826478 = -1361383.540716
  nChanged 575
		SP:Iteration 5Q (9968.360000 sec): 3 clusters
  Score: Raw -1364730.384004 + Penalty 3103.826478 = -1361626.557526
  nChanged 584
		SP:Iteration 6Q (9968.640000 sec): 3 clusters
  Score: Raw -1365008.695832 + Penalty 3103.826478 = -1361904.869354
  nChanged 589
		SP:Iteration 7Q (9968.850000 sec): 3 clusters
  Score: Raw -1365374.832958 + Penalty 3103.826478 = -1362271.006481
  nChanged 654
		SP:Iteration 8Q (9969.110000 sec): 3 clusters
  Score: Raw -1365808.332572 + Penalty 3103.826478 = -1362704.506094
  nChanged 648
		SP:Iteration 9Q (9969.390000 sec): 3 clusters
  Score: Raw -1366292.593801 + Penalty 3103.826478 = -1363188.767324
  nChanged 631
		SP:Iteration 10Q (9969.620000 sec): 3 clusters
  Score: Raw -1366738.350281 + Penalty 3103.826478 = -1363634.523803
  nChanged 524
		SP:Iteration 11Q (9969.870000 sec): 3 clusters
  Score: Raw -1367072.305863 + Penalty 3103.826478 = -1363968.479385
  nChanged 413
		SP:Iteration 12Q (9970.150000 sec): 3 clusters
  Score: Raw -1367285.152924 + Penalty 3103.826478 = -1364181.326446
  nChanged 310
		SP:Iteration 13Q (9970.370000 sec): 3 clusters
  Score: Raw -1367440.903927 + Penalty 3103.826478 = -1364337.077449
  nChanged 271
		SP:Iteration 14Q (9970.580000 sec): 3 clusters
  Score: Raw -1367561.736481 + Penalty 3103.826478 = -1364457.910004
  nChanged 230
		SP:Iteration 15Q (9970.810000 sec): 3 clusters
  Score: Raw -1367663.521852 + Penalty 3103.826478 = -1364559.695374
  nChanged 214
		SP:Iteration 16Q (9971.110000 sec): 3 clusters
  Score: Raw -1367749.361590 + Penalty 3103.826478 = -1364645.535112
  nChanged 209
		SP:Iteration 17Q (9971.380000 sec): 3 clusters
  Score: Raw -1367842.967834 + Penalty 3103.826478 = -1364739.141356
  nChanged 207
		SP:Iteration 18Q (9971.610000 sec): 3 clusters
  Score: Raw -1367936.127172 + Penalty 3103.826478 = -1364832.300694
  nChanged 171
		SP:Iteration 19Q (9971.880000 sec): 3 clusters
  Score: Raw -1368008.291373 + Penalty 3103.826478 = -1364904.464895
  nChanged 172
		SP:Iteration 20F (9972.130000 sec): 3 clusters
  Score: Raw -1368079.078950 + Penalty 3103.826478 = -1364975.252473
  nChanged 158
		SP:Iteration 21Q (9972.400000 sec): 3 clusters
  Score: Raw -1368139.289396 + Penalty 3103.826478 = -1365035.462918
  nChanged 137
		SP:Iteration 22Q (9972.650000 sec): 3 clusters
  Score: Raw -1368194.469252 + Penalty 3103.826478 = -1365090.642774
  nChanged 149
		SP:Iteration 23Q (9972.870000 sec): 3 clusters
  Score: Raw -1368260.983122 + Penalty 3103.826478 = -1365157.156645
  nChanged 164
		SP:Iteration 24Q (9973.120000 sec): 3 clusters
  Score: Raw -1368329.443147 + Penalty 3103.826478 = -1365225.616669
  nChanged 134
		SP:Iteration 25Q (9973.370000 sec): 3 clusters
  Score: Raw -1368385.856357 + Penalty 3103.826478 = -1365282.029879
  nChanged 124
		SP:Iteration 26Q (9973.580000 sec): 3 clusters
  Score: Raw -1368446.405238 + Penalty 3103.826478 = -1365342.578761
  nChanged 126
		SP:Iteration 27Q (9973.840000 sec): 3 clusters
  Score: Raw -1368508.501621 + Penalty 3103.826478 = -1365404.675143
  nChanged 104
		SP:Iteration 28Q (9974.120000 sec): 3 clusters
  Score: Raw -1368557.414444 + Penalty 3103.826478 = -1365453.587967
  nChanged 89
		SP:Iteration 29Q (9974.330000 sec): 3 clusters
  Score: Raw -1368595.884107 + Penalty 3103.826478 = -1365492.057629
  nChanged 63
		SP:Iteration 30Q (9974.580000 sec): 3 clusters
  Score: Raw -1368621.664768 + Penalty 3103.826478 = -1365517.838290
  nChanged 63
		SP:Iteration 31Q (9974.820000 sec): 3 clusters
  Score: Raw -1368645.205320 + Penalty 3103.826478 = -1365541.378842
  nChanged 48
		SP:Iteration 32Q (9975.090000 sec): 3 clusters
  Score: Raw -1368660.354484 + Penalty 3103.826478 = -1365556.528007
  nChanged 34
		SP:Iteration 33Q (9975.260000 sec): 3 clusters
  Score: Raw -1368672.259410 + Penalty 3103.826478 = -1365568.432932
  nChanged 27
		SP:Iteration 34Q (9975.540000 sec): 3 clusters
  Score: Raw -1368680.906639 + Penalty 3103.826478 = -1365577.080161
  nChanged 26
		SP:Iteration 35Q (9975.760000 sec): 3 clusters
  Score: Raw -1368691.592132 + Penalty 3103.826478 = -1365587.765654
  nChanged 28
		SP:Iteration 36Q (9976.020000 sec): 3 clusters
  Score: Raw -1368702.766308 + Penalty 3103.826478 = -1365598.939830
  nChanged 26
		SP:Iteration 37Q (9976.260000 sec): 3 clusters
  Score: Raw -1368711.354134 + Penalty 3103.826478 = -1365607.527656
  nChanged 17
		SP:Iteration 38Q (9976.520000 sec): 3 clusters
  Score: Raw -1368717.241928 + Penalty 3103.826478 = -1365613.415451
  nChanged 15
		SP:Iteration 39Q (9976.810000 sec): 3 clusters
  Score: Raw -1368721.819279 + Penalty 3103.826478 = -1365617.992801
  nChanged 12
		SP:Iteration 40F (9977.100000 sec): 3 clusters
  Score: Raw -1368724.970387 + Penalty 3103.826478 = -1365621.143909
  nChanged 9
		SP:Iteration 41Q (9977.330000 sec): 3 clusters
  Score: Raw -1368728.267559 + Penalty 3103.826478 = -1365624.441081
  nChanged 11
		SP:Iteration 42Q (9977.510000 sec): 3 clusters
  Score: Raw -1368733.231574 + Penalty 3103.826478 = -1365629.405096
  nChanged 14
		SP:Iteration 43Q (9977.760000 sec): 3 clusters
  Score: Raw -1368737.949954 + Penalty 3103.826478 = -1365634.123476
  nChanged 22
		SP:Iteration 44Q (9977.970000 sec): 3 clusters
  Score: Raw -1368746.043856 + Penalty 3103.826478 = -1365642.217378
  nChanged 19
		SP:Iteration 45Q (9978.190000 sec): 3 clusters
  Score: Raw -1368753.274373 + Penalty 3103.826478 = -1365649.447896
  nChanged 14
		SP:Iteration 46Q (9978.460000 sec): 3 clusters
  Score: Raw -1368758.254289 + Penalty 3103.826478 = -1365654.427811
  nChanged 10
		SP:Iteration 47Q (9978.670000 sec): 3 clusters
  Score: Raw -1368761.828027 + Penalty 3103.826478 = -1365658.001549
  nChanged 11
		SP:Iteration 48Q (9978.900000 sec): 3 clusters
  Score: Raw -1368766.956198 + Penalty 3103.826478 = -1365663.129720
  nChanged 9
		SP:Iteration 49Q (9979.110000 sec): 3 clusters
  Score: Raw -1368769.213226 + Penalty 3103.826478 = -1365665.386749
  nChanged 6
		SP:Iteration 50Q (9979.360000 sec): 3 clusters
  Score: Raw -1368770.926509 + Penalty 3103.826478 = -1365667.100031
  nChanged 3
		SP:Iteration 51Q (9979.590000 sec): 3 clusters
  Score: Raw -1368771.432587 + Penalty 3103.826478 = -1365667.606109
  nChanged 0
		SP:Iteration 52F (9979.830000 sec): 3 clusters
  Score: Raw -1368771.432587 + Penalty 3103.826478 = -1365667.606109
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 11 (4972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9979.960000 sec): 2 clusters
  Score: Raw -455760.533619 + Penalty 1383.131336 = -454377.402283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9980.120000 sec): 3 clusters
  Score: Raw -453161.693934 + Penalty 2766.262672 = -450395.431262
  nChanged 2045
		SP:Iteration 1F (9980.370000 sec): 3 clusters
  Score: Raw -454473.504289 + Penalty 2766.262672 = -451707.241617
  nChanged 481
		SP:Iteration 2F (9980.550000 sec): 3 clusters
  Score: Raw -454870.998214 + Penalty 2766.262672 = -452104.735542
  nChanged 389
		SP:Iteration 3F (9980.760000 sec): 3 clusters
  Score: Raw -455170.422648 + Penalty 2766.262672 = -452404.159976
  nChanged 304
		SP:Iteration 4F (9980.940000 sec): 3 clusters
  Score: Raw -455427.371842 + Penalty 2766.262672 = -452661.109170
  nChanged 273
		SP:Iteration 5F (9981.120000 sec): 3 clusters
  Score: Raw -455686.431982 + Penalty 2766.262672 = -452920.169310
  nChanged 264
		SP:Iteration 6F (9981.300000 sec): 3 clusters
  Score: Raw -455956.097582 + Penalty 2766.262672 = -453189.834910
  nChanged 223
		SP:Iteration 7Q (9981.500000 sec): 3 clusters
  Score: Raw -456158.131924 + Penalty 2766.262672 = -453391.869252
  nChanged 175
		SP:Iteration 8Q (9981.740000 sec): 3 clusters
  Score: Raw -456310.165990 + Penalty 2766.262672 = -453543.903318
  nChanged 145
		SP:Iteration 9Q (9981.960000 sec): 3 clusters
  Score: Raw -456403.004682 + Penalty 2766.262672 = -453636.742009
  nChanged 102
		SP:Iteration 10Q (9982.170000 sec): 3 clusters
  Score: Raw -456452.139796 + Penalty 2766.262672 = -453685.877124
  nChanged 74
		SP:Iteration 11Q (9982.360000 sec): 3 clusters
  Score: Raw -456482.851449 + Penalty 2766.262672 = -453716.588776
  nChanged 49
		SP:Iteration 12Q (9982.520000 sec): 3 clusters
  Score: Raw -456497.769979 + Penalty 2766.262672 = -453731.507307
  nChanged 34
		SP:Iteration 13Q (9982.740000 sec): 3 clusters
  Score: Raw -456509.620264 + Penalty 2766.262672 = -453743.357592
  nChanged 29
		SP:Iteration 14Q (9982.940000 sec): 3 clusters
  Score: Raw -456519.497871 + Penalty 2766.262672 = -453753.235199
  nChanged 24
		SP:Iteration 15Q (9983.140000 sec): 3 clusters
  Score: Raw -456526.705334 + Penalty 2766.262672 = -453760.442662
  nChanged 23
		SP:Iteration 16Q (9983.340000 sec): 3 clusters
  Score: Raw -456531.618907 + Penalty 2766.262672 = -453765.356235
  nChanged 12
		SP:Iteration 17Q (9983.510000 sec): 3 clusters
  Score: Raw -456534.397396 + Penalty 2766.262672 = -453768.134724
  nChanged 8
		SP:Iteration 18Q (9983.700000 sec): 3 clusters
  Score: Raw -456538.728386 + Penalty 2766.262672 = -453772.465714
  nChanged 17
		SP:Iteration 19Q (9983.860000 sec): 3 clusters
  Score: Raw -456546.041043 + Penalty 2766.262672 = -453779.778371
  nChanged 12
		SP:Iteration 20F (9984.130000 sec): 3 clusters
  Score: Raw -456549.635881 + Penalty 2766.262672 = -453783.373208
  nChanged 15
		SP:Iteration 21Q (9984.330000 sec): 3 clusters
  Score: Raw -456553.260224 + Penalty 2766.262672 = -453786.997552
  nChanged 8
		SP:Iteration 22Q (9984.520000 sec): 3 clusters
  Score: Raw -456555.047927 + Penalty 2766.262672 = -453788.785255
  nChanged 5
		SP:Iteration 23Q (9984.720000 sec): 3 clusters
  Score: Raw -456556.929382 + Penalty 2766.262672 = -453790.666710
  nChanged 12
		SP:Iteration 24Q (9984.910000 sec): 3 clusters
  Score: Raw -456563.010824 + Penalty 2766.262672 = -453796.748152
  nChanged 11
		SP:Iteration 25Q (9985.150000 sec): 3 clusters
  Score: Raw -456569.643763 + Penalty 2766.262672 = -453803.381091
  nChanged 15
		SP:Iteration 26Q (9985.360000 sec): 3 clusters
  Score: Raw -456574.020509 + Penalty 2766.262672 = -453807.757837
  nChanged 8
		SP:Iteration 27Q (9985.600000 sec): 3 clusters
  Score: Raw -456576.957907 + Penalty 2766.262672 = -453810.695235
  nChanged 12
		SP:Iteration 28Q (9985.820000 sec): 3 clusters
  Score: Raw -456579.483102 + Penalty 2766.262672 = -453813.220430
  nChanged 8
		SP:Iteration 29Q (9985.990000 sec): 3 clusters
  Score: Raw -456582.185344 + Penalty 2766.262672 = -453815.922672
  nChanged 16
		SP:Iteration 30Q (9986.220000 sec): 3 clusters
  Score: Raw -456588.022989 + Penalty 2766.262672 = -453821.760317
  nChanged 14
		SP:Iteration 31Q (9986.420000 sec): 3 clusters
  Score: Raw -456597.013923 + Penalty 2766.262672 = -453830.751251
  nChanged 20
		SP:Iteration 32Q (9986.650000 sec): 3 clusters
  Score: Raw -456610.121559 + Penalty 2766.262672 = -453843.858887
  nChanged 27
		SP:Iteration 33Q (9986.860000 sec): 3 clusters
  Score: Raw -456625.612794 + Penalty 2766.262672 = -453859.350122
  nChanged 27
		SP:Iteration 34Q (9987.060000 sec): 3 clusters
  Score: Raw -456632.478369 + Penalty 2766.262672 = -453866.215697
  nChanged 11
		SP:Iteration 35Q (9987.270000 sec): 3 clusters
  Score: Raw -456636.482229 + Penalty 2766.262672 = -453870.219557
  nChanged 11
		SP:Iteration 36Q (9987.510000 sec): 3 clusters
  Score: Raw -456639.616128 + Penalty 2766.262672 = -453873.353456
  nChanged 9
		SP:Iteration 37Q (9987.720000 sec): 3 clusters
  Score: Raw -456641.676788 + Penalty 2766.262672 = -453875.414116
  nChanged 6
		SP:Iteration 38Q (9987.890000 sec): 3 clusters
  Score: Raw -456643.038074 + Penalty 2766.262672 = -453876.775402
  nChanged 8
		SP:Iteration 39Q (9988.060000 sec): 3 clusters
  Score: Raw -456644.404737 + Penalty 2766.262672 = -453878.142065
  nChanged 4
		SP:Iteration 40F (9988.260000 sec): 3 clusters
  Score: Raw -456645.025886 + Penalty 2766.262672 = -453878.763214
  nChanged 4
		SP:Iteration 41Q (9988.520000 sec): 3 clusters
  Score: Raw -456645.768845 + Penalty 2766.262672 = -453879.506173
  nChanged 3
		SP:Iteration 42Q (9988.740000 sec): 3 clusters
  Score: Raw -456646.061529 + Penalty 2766.262672 = -453879.798856
  nChanged 1
		SP:Iteration 43Q (9988.910000 sec): 3 clusters
  Score: Raw -456646.153140 + Penalty 2766.262672 = -453879.890468
  nChanged 0
		SP:Iteration 44F (9989.090000 sec): 3 clusters
  Score: Raw -456646.153140 + Penalty 2766.262672 = -453879.890468
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 12 (7795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9989.240000 sec): 2 clusters
  Score: Raw -743167.349315 + Penalty 1456.201139 = -741711.148176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9989.490000 sec): 3 clusters
  Score: Raw -738914.521587 + Penalty 2912.402279 = -736002.119308
  nChanged 3327
		SP:Iteration 1F (9989.750000 sec): 3 clusters
  Score: Raw -741017.959370 + Penalty 2912.402279 = -738105.557091
  nChanged 631
		SP:Iteration 2F (9990.030000 sec): 3 clusters
  Score: Raw -741469.486130 + Penalty 2912.402279 = -738557.083851
  nChanged 512
		SP:Iteration 3F (9990.220000 sec): 3 clusters
  Score: Raw -741813.588400 + Penalty 2912.402279 = -738901.186121
  nChanged 422
		SP:Iteration 4F (9990.390000 sec): 3 clusters
  Score: Raw -742069.201536 + Penalty 2912.402279 = -739156.799257
  nChanged 326
		SP:Iteration 5Q (9990.580000 sec): 3 clusters
  Score: Raw -742278.256632 + Penalty 2912.402279 = -739365.854353
  nChanged 315
		SP:Iteration 6Q (9990.800000 sec): 3 clusters
  Score: Raw -742487.404923 + Penalty 2912.402279 = -739575.002644
  nChanged 296
		SP:Iteration 7Q (9991.060000 sec): 3 clusters
  Score: Raw -742671.371286 + Penalty 2912.402279 = -739758.969007
  nChanged 267
		SP:Iteration 8Q (9991.270000 sec): 3 clusters
  Score: Raw -742838.584293 + Penalty 2912.402279 = -739926.182014
  nChanged 239
		SP:Iteration 9Q (9991.480000 sec): 3 clusters
  Score: Raw -742957.708853 + Penalty 2912.402279 = -740045.306574
  nChanged 191
		SP:Iteration 10Q (9991.690000 sec): 3 clusters
  Score: Raw -743055.287558 + Penalty 2912.402279 = -740142.885279
  nChanged 167
		SP:Iteration 11Q (9991.880000 sec): 3 clusters
  Score: Raw -743139.728842 + Penalty 2912.402279 = -740227.326563
  nChanged 165
		SP:Iteration 12Q (9992.090000 sec): 3 clusters
  Score: Raw -743226.882221 + Penalty 2912.402279 = -740314.479942
  nChanged 150
		SP:Iteration 13Q (9992.340000 sec): 3 clusters
  Score: Raw -743303.699030 + Penalty 2912.402279 = -740391.296751
  nChanged 159
		SP:Iteration 14Q (9992.540000 sec): 3 clusters
  Score: Raw -743393.727369 + Penalty 2912.402279 = -740481.325090
  nChanged 168
		SP:Iteration 15Q (9992.750000 sec): 3 clusters
  Score: Raw -743524.512144 + Penalty 2912.402279 = -740612.109865
  nChanged 201
		SP:Iteration 16Q (9992.990000 sec): 3 clusters
  Score: Raw -743667.089427 + Penalty 2912.402279 = -740754.687148
  nChanged 189
		SP:Iteration 17Q (9993.190000 sec): 3 clusters
  Score: Raw -743796.878617 + Penalty 2912.402279 = -740884.476338
  nChanged 166
		SP:Iteration 18Q (9993.420000 sec): 3 clusters
  Score: Raw -743904.221118 + Penalty 2912.402279 = -740991.818839
  nChanged 143
		SP:Iteration 19Q (9993.700000 sec): 3 clusters
  Score: Raw -744000.239253 + Penalty 2912.402279 = -741087.836974
  nChanged 113
		SP:Iteration 20F (9993.910000 sec): 3 clusters
  Score: Raw -744065.949263 + Penalty 2912.402279 = -741153.546984
  nChanged 91
		SP:Iteration 21Q (9994.130000 sec): 3 clusters
  Score: Raw -744099.510413 + Penalty 2912.402279 = -741187.108134
  nChanged 49
		SP:Iteration 22Q (9994.360000 sec): 3 clusters
  Score: Raw -744116.276484 + Penalty 2912.402279 = -741203.874205
  nChanged 42
		SP:Iteration 23Q (9994.570000 sec): 3 clusters
  Score: Raw -744127.450602 + Penalty 2912.402279 = -741215.048323
  nChanged 33
		SP:Iteration 24Q (9994.750000 sec): 3 clusters
  Score: Raw -744134.780491 + Penalty 2912.402279 = -741222.378212
  nChanged 22
		SP:Iteration 25Q (9994.930000 sec): 3 clusters
  Score: Raw -744140.876707 + Penalty 2912.402279 = -741228.474428
  nChanged 26
		SP:Iteration 26Q (9995.120000 sec): 3 clusters
  Score: Raw -744146.586195 + Penalty 2912.402279 = -741234.183916
  nChanged 25
		SP:Iteration 27Q (9995.330000 sec): 3 clusters
  Score: Raw -744151.102495 + Penalty 2912.402279 = -741238.700216
  nChanged 16
		SP:Iteration 28Q (9995.540000 sec): 3 clusters
  Score: Raw -744154.781505 + Penalty 2912.402279 = -741242.379226
  nChanged 8
		SP:Iteration 29Q (9995.740000 sec): 3 clusters
  Score: Raw -744155.759908 + Penalty 2912.402279 = -741243.357629
  nChanged 9
		SP:Iteration 30Q (9995.950000 sec): 3 clusters
  Score: Raw -744156.895196 + Penalty 2912.402279 = -741244.492917
  nChanged 5
		SP:Iteration 31Q (9996.160000 sec): 3 clusters
  Score: Raw -744157.664864 + Penalty 2912.402279 = -741245.262585
  nChanged 4
		SP:Iteration 32Q (9996.360000 sec): 3 clusters
  Score: Raw -744159.117583 + Penalty 2912.402279 = -741246.715304
  nChanged 10
		SP:Iteration 33Q (9996.560000 sec): 3 clusters
  Score: Raw -744160.308362 + Penalty 2912.402279 = -741247.906083
  nChanged 6
		SP:Iteration 34Q (9996.780000 sec): 3 clusters
  Score: Raw -744161.298104 + Penalty 2912.402279 = -741248.895825
  nChanged 2
		SP:Iteration 35Q (9996.950000 sec): 3 clusters
  Score: Raw -744161.858514 + Penalty 2912.402279 = -741249.456235
  nChanged 3
		SP:Iteration 36Q (9997.120000 sec): 3 clusters
  Score: Raw -744162.431009 + Penalty 2912.402279 = -741250.028730
  nChanged 3
		SP:Iteration 37Q (9997.350000 sec): 3 clusters
  Score: Raw -744162.761772 + Penalty 2912.402279 = -741250.359493
  nChanged 1
		SP:Iteration 38Q (9997.570000 sec): 3 clusters
  Score: Raw -744163.172973 + Penalty 2912.402279 = -741250.770694
  nChanged 3
		SP:Iteration 39Q (9997.730000 sec): 3 clusters
  Score: Raw -744163.772356 + Penalty 2912.402279 = -741251.370077
  nChanged 5
		SP:Iteration 40F (9997.940000 sec): 3 clusters
  Score: Raw -744164.302064 + Penalty 2912.402279 = -741251.899785
  nChanged 1
		SP:Iteration 41Q (9998.130000 sec): 3 clusters
  Score: Raw -744164.591768 + Penalty 2912.402279 = -741252.189489
  nChanged 1
		SP:Iteration 42Q (9998.340000 sec): 3 clusters
  Score: Raw -744164.626815 + Penalty 2912.402279 = -741252.224536
  nChanged 0
		SP:Iteration 43F (9998.560000 sec): 3 clusters
  Score: Raw -744164.626815 + Penalty 2912.402279 = -741252.224536
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 13 (4555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9998.690000 sec): 2 clusters
  Score: Raw -428054.513331 + Penalty 1368.896882 = -426685.616449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9998.890000 sec): 3 clusters
  Score: Raw -425737.982033 + Penalty 2737.793763 = -423000.188269
  nChanged 1845
		SP:Iteration 1F (9999.090000 sec): 3 clusters
  Score: Raw -426781.254152 + Penalty 2737.793763 = -424043.460389
  nChanged 373
		SP:Iteration 2F (9999.280000 sec): 3 clusters
  Score: Raw -427038.166920 + Penalty 2737.793763 = -424300.373157
  nChanged 318
		SP:Iteration 3F (9999.460000 sec): 3 clusters
  Score: Raw -427272.591136 + Penalty 2737.793763 = -424534.797373
  nChanged 279
		SP:Iteration 4F (9999.680000 sec): 3 clusters
  Score: Raw -427482.853604 + Penalty 2737.793763 = -424745.059841
  nChanged 233
		SP:Iteration 5F (9999.920000 sec): 3 clusters
  Score: Raw -427662.245472 + Penalty 2737.793763 = -424924.451709
  nChanged 190
		SP:Iteration 6Q (10000.180000 sec): 3 clusters
  Score: Raw -427770.075459 + Penalty 2737.793763 = -425032.281696
  nChanged 148
		SP:Iteration 7Q (10000.410000 sec): 3 clusters
  Score: Raw -427855.185577 + Penalty 2737.793763 = -425117.391813
  nChanged 120
		SP:Iteration 8Q (10000.620000 sec): 3 clusters
  Score: Raw -427926.290002 + Penalty 2737.793763 = -425188.496239
  nChanged 110
		SP:Iteration 9Q (10000.810000 sec): 3 clusters
  Score: Raw -427997.908346 + Penalty 2737.793763 = -425260.114583
  nChanged 89
		SP:Iteration 10Q (10001.020000 sec): 3 clusters
  Score: Raw -428056.697458 + Penalty 2737.793763 = -425318.903695
  nChanged 94
		SP:Iteration 11Q (10001.210000 sec): 3 clusters
  Score: Raw -428114.502258 + Penalty 2737.793763 = -425376.708495
  nChanged 85
		SP:Iteration 12Q (10001.380000 sec): 3 clusters
  Score: Raw -428163.599334 + Penalty 2737.793763 = -425425.805571
  nChanged 75
		SP:Iteration 13Q (10001.590000 sec): 3 clusters
  Score: Raw -428211.476748 + Penalty 2737.793763 = -425473.682985
  nChanged 88
		SP:Iteration 14Q (10001.770000 sec): 3 clusters
  Score: Raw -428269.325622 + Penalty 2737.793763 = -425531.531858
  nChanged 88
		SP:Iteration 15Q (10001.960000 sec): 3 clusters
  Score: Raw -428331.202311 + Penalty 2737.793763 = -425593.408548
  nChanged 87
		SP:Iteration 16Q (10002.150000 sec): 3 clusters
  Score: Raw -428385.836061 + Penalty 2737.793763 = -425648.042297
  nChanged 94
		SP:Iteration 17Q (10002.330000 sec): 3 clusters
  Score: Raw -428443.699202 + Penalty 2737.793763 = -425705.905438
  nChanged 94
		SP:Iteration 18Q (10002.520000 sec): 3 clusters
  Score: Raw -428513.682971 + Penalty 2737.793763 = -425775.889208
  nChanged 101
		SP:Iteration 19Q (10002.660000 sec): 3 clusters
  Score: Raw -428600.918309 + Penalty 2737.793763 = -425863.124546
  nChanged 121
		SP:Iteration 20F (10002.820000 sec): 3 clusters
  Score: Raw -428706.763182 + Penalty 2737.793763 = -425968.969419
  nChanged 101
		SP:Iteration 21Q (10003.020000 sec): 3 clusters
  Score: Raw -428790.188910 + Penalty 2737.793763 = -426052.395147
  nChanged 91
		SP:Iteration 22Q (10003.200000 sec): 3 clusters
  Score: Raw -428855.476229 + Penalty 2737.793763 = -426117.682466
  nChanged 68
		SP:Iteration 23Q (10003.420000 sec): 3 clusters
  Score: Raw -428896.641151 + Penalty 2737.793763 = -426158.847388
  nChanged 59
		SP:Iteration 24Q (10003.580000 sec): 3 clusters
  Score: Raw -428925.976227 + Penalty 2737.793763 = -426188.182464
  nChanged 46
		SP:Iteration 25Q (10003.740000 sec): 3 clusters
  Score: Raw -428947.769862 + Penalty 2737.793763 = -426209.976099
  nChanged 40
		SP:Iteration 26Q (10003.940000 sec): 3 clusters
  Score: Raw -428969.798184 + Penalty 2737.793763 = -426232.004420
  nChanged 38
		SP:Iteration 27Q (10004.130000 sec): 3 clusters
  Score: Raw -428984.027630 + Penalty 2737.793763 = -426246.233867
  nChanged 23
		SP:Iteration 28Q (10004.330000 sec): 3 clusters
  Score: Raw -428991.391812 + Penalty 2737.793763 = -426253.598048
  nChanged 18
		SP:Iteration 29Q (10004.480000 sec): 3 clusters
  Score: Raw -428996.631392 + Penalty 2737.793763 = -426258.837629
  nChanged 14
		SP:Iteration 30Q (10004.650000 sec): 3 clusters
  Score: Raw -429000.252362 + Penalty 2737.793763 = -426262.458598
  nChanged 9
		SP:Iteration 31Q (10004.840000 sec): 3 clusters
  Score: Raw -429002.561491 + Penalty 2737.793763 = -426264.767728
  nChanged 4
		SP:Iteration 32Q (10004.960000 sec): 3 clusters
  Score: Raw -429003.478208 + Penalty 2737.793763 = -426265.684444
  nChanged 4
		SP:Iteration 33Q (10005.120000 sec): 3 clusters
  Score: Raw -429005.022068 + Penalty 2737.793763 = -426267.228305
  nChanged 6
		SP:Iteration 34Q (10005.260000 sec): 3 clusters
  Score: Raw -429006.516095 + Penalty 2737.793763 = -426268.722332
  nChanged 8
		SP:Iteration 35Q (10005.410000 sec): 3 clusters
  Score: Raw -429008.746679 + Penalty 2737.793763 = -426270.952916
  nChanged 6
		SP:Iteration 36Q (10005.550000 sec): 3 clusters
  Score: Raw -429010.147298 + Penalty 2737.793763 = -426272.353535
  nChanged 3
		SP:Iteration 37Q (10005.700000 sec): 3 clusters
  Score: Raw -429010.534383 + Penalty 2737.793763 = -426272.740620
  nChanged 2
		SP:Iteration 38Q (10005.840000 sec): 3 clusters
  Score: Raw -429010.996068 + Penalty 2737.793763 = -426273.202304
  nChanged 3
		SP:Iteration 39Q (10005.980000 sec): 3 clusters
  Score: Raw -429011.576246 + Penalty 2737.793763 = -426273.782483
  nChanged 0
		SP:Iteration 40F (10006.130000 sec): 3 clusters
  Score: Raw -429011.576246 + Penalty 2737.793763 = -426273.782483
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 14 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10006.180000 sec): 2 clusters
  Score: Raw -108750.890513 + Penalty 1155.885593 = -107595.004920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10006.330000 sec): 3 clusters
  Score: Raw -108381.287539 + Penalty 2311.771185 = -106069.516354
  nChanged 435
		SP:Iteration 1F (10006.470000 sec): 3 clusters
  Score: Raw -108866.793149 + Penalty 2311.771185 = -106555.021964
  nChanged 131
		SP:Iteration 2F (10006.620000 sec): 3 clusters
  Score: Raw -109130.385046 + Penalty 2311.771185 = -106818.613861
  nChanged 111
		SP:Iteration 3F (10006.760000 sec): 3 clusters
  Score: Raw -109319.885363 + Penalty 2311.771185 = -107008.114177
  nChanged 73
		SP:Iteration 4F (10006.900000 sec): 3 clusters
  Score: Raw -109457.686613 + Penalty 2311.771185 = -107145.915428
  nChanged 57
		SP:Iteration 5Q (10007.050000 sec): 3 clusters
  Score: Raw -109544.078629 + Penalty 2311.771185 = -107232.307443
  nChanged 38
		SP:Iteration 6Q (10007.190000 sec): 3 clusters
  Score: Raw -109583.141822 + Penalty 2311.771185 = -107271.370637
  nChanged 20
		SP:Iteration 7Q (10007.330000 sec): 3 clusters
  Score: Raw -109610.962228 + Penalty 2311.771185 = -107299.191043
  nChanged 14
		SP:Iteration 8Q (10007.470000 sec): 3 clusters
  Score: Raw -109619.103325 + Penalty 2311.771185 = -107307.332139
  nChanged 7
		SP:Iteration 9Q (10007.620000 sec): 3 clusters
  Score: Raw -109634.353258 + Penalty 2311.771185 = -107322.582072
  nChanged 9
		SP:Iteration 10Q (10007.760000 sec): 3 clusters
  Score: Raw -109645.142569 + Penalty 2311.771185 = -107333.371384
  nChanged 5
		SP:Iteration 11Q (10007.900000 sec): 3 clusters
  Score: Raw -109648.149209 + Penalty 2311.771185 = -107336.378024
  nChanged 1
		SP:Iteration 12Q (10008.050000 sec): 3 clusters
  Score: Raw -109650.072775 + Penalty 2311.771185 = -107338.301589
  nChanged 0
		SP:Iteration 13F (10008.200000 sec): 3 clusters
  Score: Raw -109650.072775 + Penalty 2311.771185 = -107338.301589
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 15 (136722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10008.940000 sec): 2 clusters
  Score: Raw -13134676.411410 + Penalty 1921.677054 = -13132754.734356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10009.800000 sec): 3 clusters
  Score: Raw -13045263.522260 + Penalty 3843.354107 = -13041420.168153
  nChanged 65927
		SP:Iteration 1F (10010.600000 sec): 3 clusters
  Score: Raw -13085671.071467 + Penalty 3843.354107 = -13081827.717360
  nChanged 6538
		SP:Iteration 2Q (10011.520000 sec): 3 clusters
  Score: Raw -13088371.573437 + Penalty 3843.354107 = -13084528.219330
  nChanged 7451
		SP:Iteration 3F (10012.410000 sec): 3 clusters
  Score: Raw -13092242.636892 + Penalty 3843.354107 = -13088399.282785
  nChanged 8724
		SP:Iteration 4F (10013.250000 sec): 3 clusters
  Score: Raw -13097659.230121 + Penalty 3843.354107 = -13093815.876014
  nChanged 9632
		SP:Iteration 5F (10014.070000 sec): 3 clusters
  Score: Raw -13104527.689820 + Penalty 3843.354107 = -13100684.335713
  nChanged 9465
		SP:Iteration 6F (10014.870000 sec): 3 clusters
  Score: Raw -13112209.830231 + Penalty 3843.354107 = -13108366.476124
  nChanged 8116
		SP:Iteration 7F (10015.750000 sec): 3 clusters
  Score: Raw -13119194.579853 + Penalty 3843.354107 = -13115351.225745
  nChanged 6303
		SP:Iteration 8Q (10016.630000 sec): 3 clusters
  Score: Raw -13124299.075045 + Penalty 3843.354107 = -13120455.720937
  nChanged 4494
		SP:Iteration 9Q (10017.410000 sec): 3 clusters
  Score: Raw -13127432.225911 + Penalty 3843.354107 = -13123588.871804
  nChanged 3099
		SP:Iteration 10Q (10018.150000 sec): 3 clusters
  Score: Raw -13129340.963716 + Penalty 3843.354107 = -13125497.609609
  nChanged 2364
		SP:Iteration 11Q (10018.920000 sec): 3 clusters
  Score: Raw -13130628.508005 + Penalty 3843.354107 = -13126785.153897
  nChanged 1938
		SP:Iteration 12Q (10019.720000 sec): 3 clusters
  Score: Raw -13131555.293576 + Penalty 3843.354107 = -13127711.939469
  nChanged 1601
		SP:Iteration 13Q (10020.490000 sec): 3 clusters
  Score: Raw -13132240.172898 + Penalty 3843.354107 = -13128396.818790
  nChanged 1371
		SP:Iteration 14Q (10021.370000 sec): 3 clusters
  Score: Raw -13132761.731601 + Penalty 3843.354107 = -13128918.377493
  nChanged 1210
		SP:Iteration 15Q (10022.170000 sec): 3 clusters
  Score: Raw -13133214.331465 + Penalty 3843.354107 = -13129370.977358
  nChanged 1120
		SP:Iteration 16Q (10022.990000 sec): 3 clusters
  Score: Raw -13133638.500082 + Penalty 3843.354107 = -13129795.145974
  nChanged 1021
		SP:Iteration 17Q (10023.760000 sec): 3 clusters
  Score: Raw -13134031.428891 + Penalty 3843.354107 = -13130188.074784
  nChanged 915
		SP:Iteration 18Q (10024.530000 sec): 3 clusters
  Score: Raw -13134356.477668 + Penalty 3843.354107 = -13130513.123561
  nChanged 823
		SP:Iteration 19Q (10025.280000 sec): 3 clusters
  Score: Raw -13134643.068830 + Penalty 3843.354107 = -13130799.714723
  nChanged 738
		SP:Iteration 20F (10026.110000 sec): 3 clusters
  Score: Raw -13134899.408257 + Penalty 3843.354107 = -13131056.054150
  nChanged 674
		SP:Iteration 21Q (10026.820000 sec): 3 clusters
  Score: Raw -13135134.773360 + Penalty 3843.354107 = -13131291.419253
  nChanged 623
		SP:Iteration 22Q (10027.630000 sec): 3 clusters
  Score: Raw -13135337.401250 + Penalty 3843.354107 = -13131494.047142
  nChanged 586
		SP:Iteration 23Q (10028.400000 sec): 3 clusters
  Score: Raw -13135525.991449 + Penalty 3843.354107 = -13131682.637341
  nChanged 514
		SP:Iteration 24Q (10029.140000 sec): 3 clusters
  Score: Raw -13135684.834192 + Penalty 3843.354107 = -13131841.480084
  nChanged 447
		SP:Iteration 25Q (10030.010000 sec): 3 clusters
  Score: Raw -13135821.624569 + Penalty 3843.354107 = -13131978.270461
  nChanged 430
		SP:Iteration 26Q (10030.760000 sec): 3 clusters
  Score: Raw -13135947.694038 + Penalty 3843.354107 = -13132104.339931
  nChanged 399
		SP:Iteration 27Q (10031.690000 sec): 3 clusters
  Score: Raw -13136059.460103 + Penalty 3843.354107 = -13132216.105995
  nChanged 332
		SP:Iteration 28Q (10032.550000 sec): 3 clusters
  Score: Raw -13136156.542157 + Penalty 3843.354107 = -13132313.188050
  nChanged 302
		SP:Iteration 29Q (10033.310000 sec): 3 clusters
  Score: Raw -13136241.436379 + Penalty 3843.354107 = -13132398.082271
  nChanged 271
		SP:Iteration 30Q (10034.320000 sec): 3 clusters
  Score: Raw -13136324.344716 + Penalty 3843.354107 = -13132480.990608
  nChanged 275
		SP:Iteration 31Q (10035.320000 sec): 3 clusters
  Score: Raw -13136399.153997 + Penalty 3843.354107 = -13132555.799889
  nChanged 225
		SP:Iteration 32Q (10036.080000 sec): 3 clusters
  Score: Raw -13136461.420294 + Penalty 3843.354107 = -13132618.066187
  nChanged 217
		SP:Iteration 33Q (10036.930000 sec): 3 clusters
  Score: Raw -13136517.805798 + Penalty 3843.354107 = -13132674.451690
  nChanged 185
		SP:Iteration 34Q (10037.720000 sec): 3 clusters
  Score: Raw -13136560.297951 + Penalty 3843.354107 = -13132716.943843
  nChanged 157
		SP:Iteration 35Q (10038.470000 sec): 3 clusters
  Score: Raw -13136587.055306 + Penalty 3843.354107 = -13132743.701199
  nChanged 122
		SP:Iteration 36Q (10039.270000 sec): 3 clusters
  Score: Raw -13136612.965787 + Penalty 3843.354107 = -13132769.611679
  nChanged 125
		SP:Iteration 37Q (10040.070000 sec): 3 clusters
  Score: Raw -13136637.340109 + Penalty 3843.354107 = -13132793.986001
  nChanged 124
		SP:Iteration 38Q (10040.800000 sec): 3 clusters
  Score: Raw -13136662.599752 + Penalty 3843.354107 = -13132819.245644
  nChanged 109
		SP:Iteration 39Q (10041.560000 sec): 3 clusters
  Score: Raw -13136683.186184 + Penalty 3843.354107 = -13132839.832076
  nChanged 93
		SP:Iteration 40F (10042.310000 sec): 3 clusters
  Score: Raw -13136699.322813 + Penalty 3843.354107 = -13132855.968706
  nChanged 76
		SP:Iteration 41Q (10043.030000 sec): 3 clusters
  Score: Raw -13136710.882817 + Penalty 3843.354107 = -13132867.528710
  nChanged 51
		SP:Iteration 42Q (10043.750000 sec): 3 clusters
  Score: Raw -13136718.309547 + Penalty 3843.354107 = -13132874.955440
  nChanged 54
		SP:Iteration 43Q (10044.520000 sec): 3 clusters
  Score: Raw -13136724.852330 + Penalty 3843.354107 = -13132881.498223
  nChanged 44
		SP:Iteration 44Q (10045.370000 sec): 3 clusters
  Score: Raw -13136729.193840 + Penalty 3843.354107 = -13132885.839733
  nChanged 29
		SP:Iteration 45Q (10046.090000 sec): 3 clusters
  Score: Raw -13136731.901658 + Penalty 3843.354107 = -13132888.547551
  nChanged 23
		SP:Iteration 46Q (10046.810000 sec): 3 clusters
  Score: Raw -13136734.172084 + Penalty 3843.354107 = -13132890.817976
  nChanged 19
		SP:Iteration 47Q (10047.550000 sec): 3 clusters
  Score: Raw -13136736.268553 + Penalty 3843.354107 = -13132892.914446
  nChanged 23
		SP:Iteration 48Q (10048.270000 sec): 3 clusters
  Score: Raw -13136738.624258 + Penalty 3843.354107 = -13132895.270151
  nChanged 18
		SP:Iteration 49Q (10049.130000 sec): 3 clusters
  Score: Raw -13136740.500322 + Penalty 3843.354107 = -13132897.146214
  nChanged 12
		SP:Iteration 50Q (10049.930000 sec): 3 clusters
  Score: Raw -13136741.456736 + Penalty 3843.354107 = -13132898.102629
  nChanged 14
		SP:Iteration 51Q (10050.650000 sec): 3 clusters
  Score: Raw -13136742.957923 + Penalty 3843.354107 = -13132899.603815
  nChanged 17
		SP:Iteration 52Q (10051.540000 sec): 3 clusters
  Score: Raw -13136744.503409 + Penalty 3843.354107 = -13132901.149302
  nChanged 14
		SP:Iteration 53Q (10052.420000 sec): 3 clusters
  Score: Raw -13136745.907592 + Penalty 3843.354107 = -13132902.553485
  nChanged 10
		SP:Iteration 54Q (10053.110000 sec): 3 clusters
  Score: Raw -13136746.642931 + Penalty 3843.354107 = -13132903.288823
  nChanged 8
		SP:Iteration 55Q (10053.730000 sec): 3 clusters
  Score: Raw -13136747.133351 + Penalty 3843.354107 = -13132903.779243
  nChanged 6
		SP:Iteration 56Q (10054.470000 sec): 3 clusters
  Score: Raw -13136747.388266 + Penalty 3843.354107 = -13132904.034159
  nChanged 0
		SP:Iteration 57F (10055.260000 sec): 3 clusters
  Score: Raw -13136747.388266 + Penalty 3843.354107 = -13132904.034159
  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 8.59 GB.

 Trying to split cluster 16 (11552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10055.480000 sec): 2 clusters
  Score: Raw -1109481.043876 + Penalty 1520.124752 = -1107960.919124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10055.720000 sec): 3 clusters
  Score: Raw -1102846.208150 + Penalty 3040.249505 = -1099805.958645
  nChanged 5116
		SP:Iteration 1F (10055.960000 sec): 3 clusters
  Score: Raw -1105868.441608 + Penalty 3040.249505 = -1102828.192104
  nChanged 812
		SP:Iteration 2F (10056.220000 sec): 3 clusters
  Score: Raw -1106299.790844 + Penalty 3040.249505 = -1103259.541340
  nChanged 697
		SP:Iteration 3F (10056.470000 sec): 3 clusters
  Score: Raw -1106700.520708 + Penalty 3040.249505 = -1103660.271203
  nChanged 643
		SP:Iteration 4F (10056.690000 sec): 3 clusters
  Score: Raw -1107124.102924 + Penalty 3040.249505 = -1104083.853419
  nChanged 667
		SP:Iteration 5F (10056.880000 sec): 3 clusters
  Score: Raw -1107593.383692 + Penalty 3040.249505 = -1104553.134187
  nChanged 669
		SP:Iteration 6F (10057.160000 sec): 3 clusters
  Score: Raw -1108153.398640 + Penalty 3040.249505 = -1105113.149135
  nChanged 669
		SP:Iteration 7F (10057.360000 sec): 3 clusters
  Score: Raw -1108698.355773 + Penalty 3040.249505 = -1105658.106269
  nChanged 623
		SP:Iteration 8F (10057.570000 sec): 3 clusters
  Score: Raw -1109114.792887 + Penalty 3040.249505 = -1106074.543382
  nChanged 500
		SP:Iteration 9Q (10057.780000 sec): 3 clusters
  Score: Raw -1109363.918957 + Penalty 3040.249505 = -1106323.669452
  nChanged 356
		SP:Iteration 10Q (10058.040000 sec): 3 clusters
  Score: Raw -1109530.090000 + Penalty 3040.249505 = -1106489.840495
  nChanged 262
		SP:Iteration 11Q (10058.320000 sec): 3 clusters
  Score: Raw -1109642.307764 + Penalty 3040.249505 = -1106602.058259
  nChanged 216
		SP:Iteration 12Q (10058.570000 sec): 3 clusters
  Score: Raw -1109722.839196 + Penalty 3040.249505 = -1106682.589692
  nChanged 155
		SP:Iteration 13Q (10058.790000 sec): 3 clusters
  Score: Raw -1109763.079144 + Penalty 3040.249505 = -1106722.829639
  nChanged 92
		SP:Iteration 14Q (10059.110000 sec): 3 clusters
  Score: Raw -1109780.103469 + Penalty 3040.249505 = -1106739.853964
  nChanged 83
		SP:Iteration 15Q (10059.310000 sec): 3 clusters
  Score: Raw -1109793.879911 + Penalty 3040.249505 = -1106753.630406
  nChanged 58
		SP:Iteration 16Q (10059.550000 sec): 3 clusters
  Score: Raw -1109802.463588 + Penalty 3040.249505 = -1106762.214083
  nChanged 50
		SP:Iteration 17Q (10059.810000 sec): 3 clusters
  Score: Raw -1109809.905980 + Penalty 3040.249505 = -1106769.656475
  nChanged 40
		SP:Iteration 18Q (10060.040000 sec): 3 clusters
  Score: Raw -1109815.790558 + Penalty 3040.249505 = -1106775.541053
  nChanged 31
		SP:Iteration 19Q (10060.300000 sec): 3 clusters
  Score: Raw -1109819.350914 + Penalty 3040.249505 = -1106779.101409
  nChanged 21
		SP:Iteration 20F (10060.530000 sec): 3 clusters
  Score: Raw -1109822.519147 + Penalty 3040.249505 = -1106782.269642
  nChanged 16
		SP:Iteration 21Q (10060.810000 sec): 3 clusters
  Score: Raw -1109824.613020 + Penalty 3040.249505 = -1106784.363515
  nChanged 17
		SP:Iteration 22Q (10061.030000 sec): 3 clusters
  Score: Raw -1109827.440650 + Penalty 3040.249505 = -1106787.191145
  nChanged 18
		SP:Iteration 23Q (10061.310000 sec): 3 clusters
  Score: Raw -1109830.615992 + Penalty 3040.249505 = -1106790.366487
  nChanged 12
		SP:Iteration 24Q (10061.550000 sec): 3 clusters
  Score: Raw -1109831.711597 + Penalty 3040.249505 = -1106791.462092
  nChanged 11
		SP:Iteration 25Q (10061.810000 sec): 3 clusters
  Score: Raw -1109833.256328 + Penalty 3040.249505 = -1106793.006823
  nChanged 12
		SP:Iteration 26Q (10062.060000 sec): 3 clusters
  Score: Raw -1109834.232168 + Penalty 3040.249505 = -1106793.982663
  nChanged 6
		SP:Iteration 27Q (10062.340000 sec): 3 clusters
  Score: Raw -1109834.732765 + Penalty 3040.249505 = -1106794.483260
  nChanged 5
		SP:Iteration 28Q (10062.580000 sec): 3 clusters
  Score: Raw -1109835.234146 + Penalty 3040.249505 = -1106794.984641
  nChanged 6
		SP:Iteration 29Q (10062.790000 sec): 3 clusters
  Score: Raw -1109835.957919 + Penalty 3040.249505 = -1106795.708414
  nChanged 5
		SP:Iteration 30Q (10062.970000 sec): 3 clusters
  Score: Raw -1109836.608692 + Penalty 3040.249505 = -1106796.359187
  nChanged 6
		SP:Iteration 31Q (10063.200000 sec): 3 clusters
  Score: Raw -1109837.080778 + Penalty 3040.249505 = -1106796.831273
  nChanged 7
		SP:Iteration 32Q (10063.460000 sec): 3 clusters
  Score: Raw -1109838.055402 + Penalty 3040.249505 = -1106797.805897
  nChanged 10
		SP:Iteration 33Q (10063.670000 sec): 3 clusters
  Score: Raw -1109838.972446 + Penalty 3040.249505 = -1106798.722941
  nChanged 8
		SP:Iteration 34Q (10063.910000 sec): 3 clusters
  Score: Raw -1109839.668338 + Penalty 3040.249505 = -1106799.418833
  nChanged 5
		SP:Iteration 35Q (10064.160000 sec): 3 clusters
  Score: Raw -1109840.266055 + Penalty 3040.249505 = -1106800.016550
  nChanged 11
		SP:Iteration 36Q (10064.410000 sec): 3 clusters
  Score: Raw -1109841.474067 + Penalty 3040.249505 = -1106801.224562
  nChanged 16
		SP:Iteration 37Q (10064.620000 sec): 3 clusters
  Score: Raw -1109843.702007 + Penalty 3040.249505 = -1106803.452502
  nChanged 12
		SP:Iteration 38Q (10064.870000 sec): 3 clusters
  Score: Raw -1109844.625452 + Penalty 3040.249505 = -1106804.375947
  nChanged 7
		SP:Iteration 39Q (10065.140000 sec): 3 clusters
  Score: Raw -1109845.731659 + Penalty 3040.249505 = -1106805.482155
  nChanged 9
		SP:Iteration 40F (10065.290000 sec): 3 clusters
  Score: Raw -1109847.047848 + Penalty 3040.249505 = -1106806.798343
  nChanged 8
		SP:Iteration 41Q (10065.550000 sec): 3 clusters
  Score: Raw -1109848.270085 + Penalty 3040.249505 = -1106808.020580
  nChanged 14
		SP:Iteration 42Q (10065.830000 sec): 3 clusters
  Score: Raw -1109850.198752 + Penalty 3040.249505 = -1106809.949247
  nChanged 9
		SP:Iteration 43Q (10066.080000 sec): 3 clusters
  Score: Raw -1109851.226562 + Penalty 3040.249505 = -1106810.977057
  nChanged 13
		SP:Iteration 44Q (10066.300000 sec): 3 clusters
  Score: Raw -1109852.484469 + Penalty 3040.249505 = -1106812.234964
  nChanged 7
		SP:Iteration 45Q (10066.520000 sec): 3 clusters
  Score: Raw -1109853.098647 + Penalty 3040.249505 = -1106812.849142
  nChanged 8
		SP:Iteration 46Q (10066.770000 sec): 3 clusters
  Score: Raw -1109854.170347 + Penalty 3040.249505 = -1106813.920842
  nChanged 7
		SP:Iteration 47Q (10066.960000 sec): 3 clusters
  Score: Raw -1109854.910699 + Penalty 3040.249505 = -1106814.661194
  nChanged 10
		SP:Iteration 48Q (10067.170000 sec): 3 clusters
  Score: Raw -1109856.034411 + Penalty 3040.249505 = -1106815.784906
  nChanged 8
		SP:Iteration 49Q (10067.450000 sec): 3 clusters
  Score: Raw -1109856.782781 + Penalty 3040.249505 = -1106816.533276
  nChanged 7
		SP:Iteration 50Q (10067.630000 sec): 3 clusters
  Score: Raw -1109857.490944 + Penalty 3040.249505 = -1106817.241439
  nChanged 10
		SP:Iteration 51Q (10067.910000 sec): 3 clusters
  Score: Raw -1109858.759128 + Penalty 3040.249505 = -1106818.509623
  nChanged 13
		SP:Iteration 52Q (10068.110000 sec): 3 clusters
  Score: Raw -1109860.683726 + Penalty 3040.249505 = -1106820.434221
  nChanged 10
		SP:Iteration 53Q (10068.350000 sec): 3 clusters
  Score: Raw -1109862.375630 + Penalty 3040.249505 = -1106822.126125
  nChanged 16
		SP:Iteration 54Q (10068.660000 sec): 3 clusters
  Score: Raw -1109865.277201 + Penalty 3040.249505 = -1106825.027697
  nChanged 18
		SP:Iteration 55Q (10068.880000 sec): 3 clusters
  Score: Raw -1109867.708527 + Penalty 3040.249505 = -1106827.459022
  nChanged 12
		SP:Iteration 56Q (10069.150000 sec): 3 clusters
  Score: Raw -1109869.629389 + Penalty 3040.249505 = -1106829.379884
  nChanged 10
		SP:Iteration 57Q (10069.350000 sec): 3 clusters
  Score: Raw -1109871.007803 + Penalty 3040.249505 = -1106830.758298
  nChanged 9
		SP:Iteration 58Q (10069.600000 sec): 3 clusters
  Score: Raw -1109871.858584 + Penalty 3040.249505 = -1106831.609080
  nChanged 5
		SP:Iteration 59Q (10069.820000 sec): 3 clusters
  Score: Raw -1109872.211272 + Penalty 3040.249505 = -1106831.961767
  nChanged 3
		SP:Iteration 60F (10070.070000 sec): 3 clusters
  Score: Raw -1109872.465348 + Penalty 3040.249505 = -1106832.215843
  nChanged 6
		SP:Iteration 61Q (10070.300000 sec): 3 clusters
  Score: Raw -1109873.291561 + Penalty 3040.249505 = -1106833.042056
  nChanged 8
		SP:Iteration 62Q (10070.550000 sec): 3 clusters
  Score: Raw -1109873.891552 + Penalty 3040.249505 = -1106833.642047
  nChanged 5
		SP:Iteration 63Q (10070.820000 sec): 3 clusters
  Score: Raw -1109874.313617 + Penalty 3040.249505 = -1106834.064112
  nChanged 6
		SP:Iteration 64Q (10071.090000 sec): 3 clusters
  Score: Raw -1109874.706264 + Penalty 3040.249505 = -1106834.456759
  nChanged 6
		SP:Iteration 65Q (10071.320000 sec): 3 clusters
  Score: Raw -1109875.324274 + Penalty 3040.249505 = -1106835.074769
  nChanged 9
		SP:Iteration 66Q (10071.590000 sec): 3 clusters
  Score: Raw -1109876.750301 + Penalty 3040.249505 = -1106836.500797
  nChanged 10
		SP:Iteration 67Q (10071.830000 sec): 3 clusters
  Score: Raw -1109877.965800 + Penalty 3040.249505 = -1106837.716295
  nChanged 12
		SP:Iteration 68Q (10072.050000 sec): 3 clusters
  Score: Raw -1109878.930432 + Penalty 3040.249505 = -1106838.680927
  nChanged 9
		SP:Iteration 69Q (10072.300000 sec): 3 clusters
  Score: Raw -1109879.740798 + Penalty 3040.249505 = -1106839.491293
  nChanged 7
		SP:Iteration 70Q (10072.540000 sec): 3 clusters
  Score: Raw -1109880.667973 + Penalty 3040.249505 = -1106840.418468
  nChanged 14
		SP:Iteration 71Q (10072.750000 sec): 3 clusters
  Score: Raw -1109881.960864 + Penalty 3040.249505 = -1106841.711360
  nChanged 6
		SP:Iteration 72Q (10073.000000 sec): 3 clusters
  Score: Raw -1109882.630302 + Penalty 3040.249505 = -1106842.380797
  nChanged 8
		SP:Iteration 73Q (10073.260000 sec): 3 clusters
  Score: Raw -1109883.693099 + Penalty 3040.249505 = -1106843.443595
  nChanged 7
		SP:Iteration 74Q (10073.500000 sec): 3 clusters
  Score: Raw -1109884.498952 + Penalty 3040.249505 = -1106844.249447
  nChanged 10
		SP:Iteration 75Q (10073.720000 sec): 3 clusters
  Score: Raw -1109886.045296 + Penalty 3040.249505 = -1106845.795791
  nChanged 8
		SP:Iteration 76Q (10073.970000 sec): 3 clusters
  Score: Raw -1109886.840989 + Penalty 3040.249505 = -1106846.591484
  nChanged 5
		SP:Iteration 77Q (10074.220000 sec): 3 clusters
  Score: Raw -1109887.359828 + Penalty 3040.249505 = -1106847.110324
  nChanged 7
		SP:Iteration 78Q (10074.440000 sec): 3 clusters
  Score: Raw -1109887.741238 + Penalty 3040.249505 = -1106847.491734
  nChanged 4
		SP:Iteration 79Q (10074.670000 sec): 3 clusters
  Score: Raw -1109888.015604 + Penalty 3040.249505 = -1106847.766099
  nChanged 6
		SP:Iteration 80F (10074.960000 sec): 3 clusters
  Score: Raw -1109888.299397 + Penalty 3040.249505 = -1106848.049892
  nChanged 2
		SP:Iteration 81Q (10075.210000 sec): 3 clusters
  Score: Raw -1109888.473076 + Penalty 3040.249505 = -1106848.223571
  nChanged 1
		SP:Iteration 82Q (10075.470000 sec): 3 clusters
  Score: Raw -1109888.535728 + Penalty 3040.249505 = -1106848.286223
  nChanged 1
		SP:Iteration 83Q (10075.770000 sec): 3 clusters
  Score: Raw -1109888.614174 + Penalty 3040.249505 = -1106848.364669
  nChanged 1
		SP:Iteration 84Q (10075.990000 sec): 3 clusters
  Score: Raw -1109888.703552 + Penalty 3040.249505 = -1106848.454047
  nChanged 3
		SP:Iteration 85Q (10076.250000 sec): 3 clusters
  Score: Raw -1109888.924059 + Penalty 3040.249505 = -1106848.674554
  nChanged 2
		SP:Iteration 86Q (10076.480000 sec): 3 clusters
  Score: Raw -1109888.997397 + Penalty 3040.249505 = -1106848.747892
  nChanged 1
		SP:Iteration 87Q (10076.750000 sec): 3 clusters
  Score: Raw -1109889.041322 + Penalty 3040.249505 = -1106848.791818
  nChanged 0
		SP:Iteration 88F (10077.020000 sec): 3 clusters
  Score: Raw -1109889.041322 + Penalty 3040.249505 = -1106848.791818
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 17 (1780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10077.160000 sec): 2 clusters
  Score: Raw -185242.042430 + Penalty 1216.209905 = -184025.832525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10077.350000 sec): 3 clusters
  Score: Raw -184474.948358 + Penalty 2432.419809 = -182042.528549
  nChanged 625
		SP:Iteration 1F (10077.520000 sec): 3 clusters
  Score: Raw -184880.143123 + Penalty 2432.419809 = -182447.723314
  nChanged 139
		SP:Iteration 2F (10077.690000 sec): 3 clusters
  Score: Raw -184982.880711 + Penalty 2432.419809 = -182550.460901
  nChanged 86
		SP:Iteration 3Q (10077.930000 sec): 3 clusters
  Score: Raw -185041.541250 + Penalty 2432.419809 = -182609.121441
  nChanged 56
		SP:Iteration 4Q (10078.130000 sec): 3 clusters
  Score: Raw -185089.386096 + Penalty 2432.419809 = -182656.966287
  nChanged 52
		SP:Iteration 5Q (10078.340000 sec): 3 clusters
  Score: Raw -185133.751710 + Penalty 2432.419809 = -182701.331901
  nChanged 42
		SP:Iteration 6Q (10078.530000 sec): 3 clusters
  Score: Raw -185166.040546 + Penalty 2432.419809 = -182733.620736
  nChanged 35
		SP:Iteration 7Q (10078.730000 sec): 3 clusters
  Score: Raw -185193.668786 + Penalty 2432.419809 = -182761.248977
  nChanged 41
		SP:Iteration 8Q (10078.920000 sec): 3 clusters
  Score: Raw -185222.089744 + Penalty 2432.419809 = -182789.669935
  nChanged 34
		SP:Iteration 9Q (10079.150000 sec): 3 clusters
  Score: Raw -185240.709351 + Penalty 2432.419809 = -182808.289542
  nChanged 27
		SP:Iteration 10Q (10079.310000 sec): 3 clusters
  Score: Raw -185257.233426 + Penalty 2432.419809 = -182824.813617
  nChanged 20
		SP:Iteration 11Q (10079.490000 sec): 3 clusters
  Score: Raw -185269.153697 + Penalty 2432.419809 = -182836.733888
  nChanged 11
		SP:Iteration 12Q (10079.700000 sec): 3 clusters
  Score: Raw -185273.959903 + Penalty 2432.419809 = -182841.540094
  nChanged 13
		SP:Iteration 13Q (10079.870000 sec): 3 clusters
  Score: Raw -185283.313776 + Penalty 2432.419809 = -182850.893966
  nChanged 17
		SP:Iteration 14Q (10080.080000 sec): 3 clusters
  Score: Raw -185294.094896 + Penalty 2432.419809 = -182861.675087
  nChanged 14
		SP:Iteration 15Q (10080.220000 sec): 3 clusters
  Score: Raw -185305.396176 + Penalty 2432.419809 = -182872.976367
  nChanged 19
		SP:Iteration 16Q (10080.390000 sec): 3 clusters
  Score: Raw -185315.293857 + Penalty 2432.419809 = -182882.874048
  nChanged 11
		SP:Iteration 17Q (10080.590000 sec): 3 clusters
  Score: Raw -185321.219198 + Penalty 2432.419809 = -182888.799389
  nChanged 14
		SP:Iteration 18Q (10080.760000 sec): 3 clusters
  Score: Raw -185329.574849 + Penalty 2432.419809 = -182897.155040
  nChanged 18
		SP:Iteration 19Q (10080.950000 sec): 3 clusters
  Score: Raw -185339.234771 + Penalty 2432.419809 = -182906.814962
  nChanged 9
		SP:Iteration 20F (10081.120000 sec): 3 clusters
  Score: Raw -185343.306058 + Penalty 2432.419809 = -182910.886249
  nChanged 9
		SP:Iteration 21Q (10081.280000 sec): 3 clusters
  Score: Raw -185348.265335 + Penalty 2432.419809 = -182915.845526
  nChanged 6
		SP:Iteration 22Q (10081.470000 sec): 3 clusters
  Score: Raw -185352.574000 + Penalty 2432.419809 = -182920.154191
  nChanged 4
		SP:Iteration 23Q (10081.640000 sec): 3 clusters
  Score: Raw -185355.345107 + Penalty 2432.419809 = -182922.925298
  nChanged 4
		SP:Iteration 24Q (10081.830000 sec): 3 clusters
  Score: Raw -185357.448700 + Penalty 2432.419809 = -182925.028891
  nChanged 5
		SP:Iteration 25Q (10082.000000 sec): 3 clusters
  Score: Raw -185358.687572 + Penalty 2432.419809 = -182926.267763
  nChanged 2
		SP:Iteration 26Q (10082.200000 sec): 3 clusters
  Score: Raw -185358.923434 + Penalty 2432.419809 = -182926.503625
  nChanged 1
		SP:Iteration 27Q (10082.420000 sec): 3 clusters
  Score: Raw -185359.563308 + Penalty 2432.419809 = -182927.143499
  nChanged 1
		SP:Iteration 28Q (10082.640000 sec): 3 clusters
  Score: Raw -185361.100907 + Penalty 2432.419809 = -182928.681098
  nChanged 1
		SP:Iteration 29Q (10082.780000 sec): 3 clusters
  Score: Raw -185361.245289 + Penalty 2432.419809 = -182928.825480
  nChanged 0
		SP:Iteration 30F (10082.920000 sec): 3 clusters
  Score: Raw -185361.245289 + Penalty 2432.419809 = -182928.825480
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 18 (108317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10083.510000 sec): 2 clusters
  Score: Raw -11399027.605499 + Penalty 1883.832826 = -11397143.772673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10084.280000 sec): 3 clusters
  Score: Raw -11328167.884245 + Penalty 3767.665652 = -11324400.218593
  nChanged 51968
		SP:Iteration 1F (10084.980000 sec): 3 clusters
  Score: Raw -11358811.885462 + Penalty 3767.665652 = -11355044.219809
  nChanged 3689
		SP:Iteration 2Q (10085.670000 sec): 3 clusters
  Score: Raw -11359894.217684 + Penalty 3767.665652 = -11356126.552032
  nChanged 4180
		SP:Iteration 3Q (10086.350000 sec): 3 clusters
  Score: Raw -11361358.959463 + Penalty 3767.665652 = -11357591.293811
  nChanged 4775
		SP:Iteration 4Q (10087.060000 sec): 3 clusters
  Score: Raw -11363389.845436 + Penalty 3767.665652 = -11359622.179783
  nChanged 5498
		SP:Iteration 5F (10087.800000 sec): 3 clusters
  Score: Raw -11365902.930566 + Penalty 3767.665652 = -11362135.264914
  nChanged 5811
		SP:Iteration 6F (10088.570000 sec): 3 clusters
  Score: Raw -11368573.848957 + Penalty 3767.665652 = -11364806.183304
  nChanged 5723
		SP:Iteration 7F (10089.190000 sec): 3 clusters
  Score: Raw -11371206.187656 + Penalty 3767.665652 = -11367438.522003
  nChanged 5484
		SP:Iteration 8F (10089.860000 sec): 3 clusters
  Score: Raw -11373732.875173 + Penalty 3767.665652 = -11369965.209521
  nChanged 5138
		SP:Iteration 9Q (10090.580000 sec): 3 clusters
  Score: Raw -11376248.616104 + Penalty 3767.665652 = -11372480.950451
  nChanged 4799
		SP:Iteration 10Q (10091.250000 sec): 3 clusters
  Score: Raw -11378734.578151 + Penalty 3767.665652 = -11374966.912499
  nChanged 4387
		SP:Iteration 11Q (10091.950000 sec): 3 clusters
  Score: Raw -11381144.518084 + Penalty 3767.665652 = -11377376.852431
  nChanged 4016
		SP:Iteration 12Q (10092.610000 sec): 3 clusters
  Score: Raw -11383506.575078 + Penalty 3767.665652 = -11379738.909426
  nChanged 3677
		SP:Iteration 13Q (10093.300000 sec): 3 clusters
  Score: Raw -11385847.467156 + Penalty 3767.665652 = -11382079.801504
  nChanged 3306
		SP:Iteration 14Q (10094.030000 sec): 3 clusters
  Score: Raw -11387963.872940 + Penalty 3767.665652 = -11384196.207288
  nChanged 2860
		SP:Iteration 15Q (10094.790000 sec): 3 clusters
  Score: Raw -11389693.002455 + Penalty 3767.665652 = -11385925.336802
  nChanged 2486
		SP:Iteration 16Q (10095.490000 sec): 3 clusters
  Score: Raw -11391084.386553 + Penalty 3767.665652 = -11387316.720901
  nChanged 2127
		SP:Iteration 17Q (10096.210000 sec): 3 clusters
  Score: Raw -11392245.344463 + Penalty 3767.665652 = -11388477.678811
  nChanged 1946
		SP:Iteration 18Q (10096.870000 sec): 3 clusters
  Score: Raw -11393304.026657 + Penalty 3767.665652 = -11389536.361004
  nChanged 1788
		SP:Iteration 19Q (10097.540000 sec): 3 clusters
  Score: Raw -11394273.459322 + Penalty 3767.665652 = -11390505.793670
  nChanged 1596
		SP:Iteration 20F (10098.170000 sec): 3 clusters
  Score: Raw -11395142.995916 + Penalty 3767.665652 = -11391375.330264
  nChanged 1427
		SP:Iteration 21Q (10098.740000 sec): 3 clusters
  Score: Raw -11395897.767210 + Penalty 3767.665652 = -11392130.101558
  nChanged 1259
		SP:Iteration 22Q (10099.370000 sec): 3 clusters
  Score: Raw -11396550.987042 + Penalty 3767.665652 = -11392783.321389
  nChanged 1076
		SP:Iteration 23Q (10100.000000 sec): 3 clusters
  Score: Raw -11397091.853707 + Penalty 3767.665652 = -11393324.188054
  nChanged 917
		SP:Iteration 24Q (10100.590000 sec): 3 clusters
  Score: Raw -11397554.018486 + Penalty 3767.665652 = -11393786.352834
  nChanged 777
		SP:Iteration 25Q (10101.190000 sec): 3 clusters
  Score: Raw -11397941.459747 + Penalty 3767.665652 = -11394173.794095
  nChanged 648
		SP:Iteration 26Q (10101.800000 sec): 3 clusters
  Score: Raw -11398261.113834 + Penalty 3767.665652 = -11394493.448182
  nChanged 515
		SP:Iteration 27Q (10102.440000 sec): 3 clusters
  Score: Raw -11398518.324317 + Penalty 3767.665652 = -11394750.658665
  nChanged 405
		SP:Iteration 28Q (10103.050000 sec): 3 clusters
  Score: Raw -11398715.845559 + Penalty 3767.665652 = -11394948.179906
  nChanged 304
		SP:Iteration 29Q (10103.650000 sec): 3 clusters
  Score: Raw -11398857.551564 + Penalty 3767.665652 = -11395089.885912
  nChanged 228
		SP:Iteration 30Q (10104.260000 sec): 3 clusters
  Score: Raw -11398972.759680 + Penalty 3767.665652 = -11395205.094028
  nChanged 191
		SP:Iteration 31Q (10104.790000 sec): 3 clusters
  Score: Raw -11399071.058784 + Penalty 3767.665652 = -11395303.393131
  nChanged 136
		SP:Iteration 32Q (10105.290000 sec): 3 clusters
  Score: Raw -11399136.796073 + Penalty 3767.665652 = -11395369.130421
  nChanged 107
		SP:Iteration 33Q (10105.780000 sec): 3 clusters
  Score: Raw -11399182.524852 + Penalty 3767.665652 = -11395414.859200
  nChanged 62
		SP:Iteration 34Q (10106.250000 sec): 3 clusters
  Score: Raw -11399209.289885 + Penalty 3767.665652 = -11395441.624233
  nChanged 58
		SP:Iteration 35Q (10106.810000 sec): 3 clusters
  Score: Raw -11399234.331594 + Penalty 3767.665652 = -11395466.665942
  nChanged 39
		SP:Iteration 36Q (10107.350000 sec): 3 clusters
  Score: Raw -11399255.563492 + Penalty 3767.665652 = -11395487.897839
  nChanged 35
		SP:Iteration 37Q (10107.930000 sec): 3 clusters
  Score: Raw -11399272.507732 + Penalty 3767.665652 = -11395504.842080
  nChanged 36
		SP:Iteration 38Q (10108.590000 sec): 3 clusters
  Score: Raw -11399287.838956 + Penalty 3767.665652 = -11395520.173304
  nChanged 28
		SP:Iteration 39Q (10109.200000 sec): 3 clusters
  Score: Raw -11399299.429791 + Penalty 3767.665652 = -11395531.764138
  nChanged 26
		SP:Iteration 40F (10109.860000 sec): 3 clusters
  Score: Raw -11399310.250187 + Penalty 3767.665652 = -11395542.584535
  nChanged 14
		SP:Iteration 41Q (10110.420000 sec): 3 clusters
  Score: Raw -11399316.952501 + Penalty 3767.665652 = -11395549.286848
  nChanged 14
		SP:Iteration 42Q (10111.030000 sec): 3 clusters
  Score: Raw -11399323.834587 + Penalty 3767.665652 = -11395556.168935
  nChanged 10
		SP:Iteration 43Q (10111.580000 sec): 3 clusters
  Score: Raw -11399328.061935 + Penalty 3767.665652 = -11395560.396282
  nChanged 14
		SP:Iteration 44Q (10112.160000 sec): 3 clusters
  Score: Raw -11399335.105350 + Penalty 3767.665652 = -11395567.439698
  nChanged 10
		SP:Iteration 45Q (10112.780000 sec): 3 clusters
  Score: Raw -11399339.243090 + Penalty 3767.665652 = -11395571.577437
  nChanged 5
		SP:Iteration 46Q (10113.410000 sec): 3 clusters
  Score: Raw -11399341.421525 + Penalty 3767.665652 = -11395573.755872
  nChanged 5
		SP:Iteration 47Q (10113.960000 sec): 3 clusters
  Score: Raw -11399343.587141 + Penalty 3767.665652 = -11395575.921489
  nChanged 6
		SP:Iteration 48Q (10114.620000 sec): 3 clusters
  Score: Raw -11399346.587209 + Penalty 3767.665652 = -11395578.921557
  nChanged 9
		SP:Iteration 49Q (10115.300000 sec): 3 clusters
  Score: Raw -11399351.241615 + Penalty 3767.665652 = -11395583.575962
  nChanged 9
		SP:Iteration 50Q (10115.900000 sec): 3 clusters
  Score: Raw -11399355.002923 + Penalty 3767.665652 = -11395587.337270
  nChanged 7
		SP:Iteration 51Q (10116.540000 sec): 3 clusters
  Score: Raw -11399358.259338 + Penalty 3767.665652 = -11395590.593685
  nChanged 5
		SP:Iteration 52Q (10117.110000 sec): 3 clusters
  Score: Raw -11399361.177625 + Penalty 3767.665652 = -11395593.511972
  nChanged 10
		SP:Iteration 53Q (10117.800000 sec): 3 clusters
  Score: Raw -11399366.277369 + Penalty 3767.665652 = -11395598.611717
  nChanged 11
		SP:Iteration 54Q (10118.390000 sec): 3 clusters
  Score: Raw -11399371.180370 + Penalty 3767.665652 = -11395603.514718
  nChanged 12
		SP:Iteration 55Q (10118.960000 sec): 3 clusters
  Score: Raw -11399376.664858 + Penalty 3767.665652 = -11395608.999205
  nChanged 6
		SP:Iteration 56Q (10119.580000 sec): 3 clusters
  Score: Raw -11399379.650134 + Penalty 3767.665652 = -11395611.984482
  nChanged 7
		SP:Iteration 57Q (10120.140000 sec): 3 clusters
  Score: Raw -11399382.736387 + Penalty 3767.665652 = -11395615.070734
  nChanged 6
		SP:Iteration 58Q (10120.800000 sec): 3 clusters
  Score: Raw -11399385.084011 + Penalty 3767.665652 = -11395617.418359
  nChanged 4
		SP:Iteration 59Q (10121.400000 sec): 3 clusters
  Score: Raw -11399386.919166 + Penalty 3767.665652 = -11395619.253514
  nChanged 3
		SP:Iteration 60F (10122.050000 sec): 3 clusters
  Score: Raw -11399388.154495 + Penalty 3767.665652 = -11395620.488842
  nChanged 2
		SP:Iteration 61Q (10122.590000 sec): 3 clusters
  Score: Raw -11399389.804345 + Penalty 3767.665652 = -11395622.138692
  nChanged 4
		SP:Iteration 62Q (10123.220000 sec): 3 clusters
  Score: Raw -11399391.536807 + Penalty 3767.665652 = -11395623.871154
  nChanged 2
		SP:Iteration 63Q (10123.870000 sec): 3 clusters
  Score: Raw -11399392.243193 + Penalty 3767.665652 = -11395624.577540
  nChanged 1
		SP:Iteration 64Q (10124.450000 sec): 3 clusters
  Score: Raw -11399392.711387 + Penalty 3767.665652 = -11395625.045735
  nChanged 1
		SP:Iteration 65Q (10125.080000 sec): 3 clusters
  Score: Raw -11399393.488173 + Penalty 3767.665652 = -11395625.822521
  nChanged 3
		SP:Iteration 66Q (10125.770000 sec): 3 clusters
  Score: Raw -11399394.781014 + Penalty 3767.665652 = -11395627.115361
  nChanged 2
		SP:Iteration 67Q (10126.400000 sec): 3 clusters
  Score: Raw -11399395.703529 + Penalty 3767.665652 = -11395628.037877
  nChanged 1
		SP:Iteration 68Q (10126.970000 sec): 3 clusters
  Score: Raw -11399395.991166 + Penalty 3767.665652 = -11395628.325513
  nChanged 2
		SP:Iteration 69Q (10127.530000 sec): 3 clusters
  Score: Raw -11399396.930436 + Penalty 3767.665652 = -11395629.264784
  nChanged 1
		SP:Iteration 70Q (10128.130000 sec): 3 clusters
  Score: Raw -11399397.149221 + Penalty 3767.665652 = -11395629.483569
  nChanged 0
		SP:Iteration 71F (10128.810000 sec): 3 clusters
  Score: Raw -11399397.149221 + Penalty 3767.665652 = -11395629.483569
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 19 (41241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10129.100000 sec): 2 clusters
  Score: Raw -4406996.182399 + Penalty 1726.918080 = -4405269.264319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10129.490000 sec): 3 clusters
  Score: Raw -4381068.668670 + Penalty 3453.836160 = -4377614.832509
  nChanged 19293
		SP:Iteration 1F (10129.960000 sec): 3 clusters
  Score: Raw -4392109.101114 + Penalty 3453.836160 = -4388655.264953
  nChanged 2200
		SP:Iteration 2F (10130.320000 sec): 3 clusters
  Score: Raw -4393398.072239 + Penalty 3453.836160 = -4389944.236079
  nChanged 2789
		SP:Iteration 3F (10130.690000 sec): 3 clusters
  Score: Raw -4395444.378955 + Penalty 3453.836160 = -4391990.542795
  nChanged 3298
		SP:Iteration 4F (10131.080000 sec): 3 clusters
  Score: Raw -4398406.775514 + Penalty 3453.836160 = -4394952.939354
  nChanged 3411
		SP:Iteration 5F (10131.430000 sec): 3 clusters
  Score: Raw -4401681.763600 + Penalty 3453.836160 = -4398227.927439
  nChanged 2868
		SP:Iteration 6F (10131.800000 sec): 3 clusters
  Score: Raw -4404090.397899 + Penalty 3453.836160 = -4400636.561739
  nChanged 1940
		SP:Iteration 7Q (10132.160000 sec): 3 clusters
  Score: Raw -4405289.721983 + Penalty 3453.836160 = -4401835.885823
  nChanged 1135
		SP:Iteration 8Q (10132.550000 sec): 3 clusters
  Score: Raw -4405715.621874 + Penalty 3453.836160 = -4402261.785714
  nChanged 638
		SP:Iteration 9Q (10132.940000 sec): 3 clusters
  Score: Raw -4405890.155217 + Penalty 3453.836160 = -4402436.319057
  nChanged 449
		SP:Iteration 10Q (10133.300000 sec): 3 clusters
  Score: Raw -4406010.761055 + Penalty 3453.836160 = -4402556.924894
  nChanged 376
		SP:Iteration 11Q (10133.720000 sec): 3 clusters
  Score: Raw -4406106.922628 + Penalty 3453.836160 = -4402653.086467
  nChanged 333
		SP:Iteration 12Q (10134.110000 sec): 3 clusters
  Score: Raw -4406192.076522 + Penalty 3453.836160 = -4402738.240361
  nChanged 320
		SP:Iteration 13Q (10134.520000 sec): 3 clusters
  Score: Raw -4406270.124635 + Penalty 3453.836160 = -4402816.288475
  nChanged 297
		SP:Iteration 14Q (10134.850000 sec): 3 clusters
  Score: Raw -4406345.060306 + Penalty 3453.836160 = -4402891.224146
  nChanged 290
		SP:Iteration 15Q (10135.200000 sec): 3 clusters
  Score: Raw -4406433.565282 + Penalty 3453.836160 = -4402979.729121
  nChanged 335
		SP:Iteration 16Q (10135.670000 sec): 3 clusters
  Score: Raw -4406541.856109 + Penalty 3453.836160 = -4403088.019949
  nChanged 345
		SP:Iteration 17Q (10136.120000 sec): 3 clusters
  Score: Raw -4406660.453112 + Penalty 3453.836160 = -4403206.616952
  nChanged 347
		SP:Iteration 18Q (10136.510000 sec): 3 clusters
  Score: Raw -4406787.817233 + Penalty 3453.836160 = -4403333.981072
  nChanged 354
		SP:Iteration 19Q (10136.970000 sec): 3 clusters
  Score: Raw -4406925.861122 + Penalty 3453.836160 = -4403472.024961
  nChanged 387
		SP:Iteration 20F (10137.390000 sec): 3 clusters
  Score: Raw -4407094.813714 + Penalty 3453.836160 = -4403640.977554
  nChanged 411
		SP:Iteration 21Q (10137.790000 sec): 3 clusters
  Score: Raw -4407270.843915 + Penalty 3453.836160 = -4403817.007754
  nChanged 373
		SP:Iteration 22Q (10138.210000 sec): 3 clusters
  Score: Raw -4407456.925300 + Penalty 3453.836160 = -4404003.089140
  nChanged 366
		SP:Iteration 23Q (10138.600000 sec): 3 clusters
  Score: Raw -4407632.500752 + Penalty 3453.836160 = -4404178.664592
  nChanged 362
		SP:Iteration 24Q (10139.000000 sec): 3 clusters
  Score: Raw -4407795.694920 + Penalty 3453.836160 = -4404341.858759
  nChanged 305
		SP:Iteration 25Q (10139.350000 sec): 3 clusters
  Score: Raw -4407915.364856 + Penalty 3453.836160 = -4404461.528696
  nChanged 272
		SP:Iteration 26Q (10139.710000 sec): 3 clusters
  Score: Raw -4408013.584963 + Penalty 3453.836160 = -4404559.748803
  nChanged 254
		SP:Iteration 27Q (10140.130000 sec): 3 clusters
  Score: Raw -4408094.997297 + Penalty 3453.836160 = -4404641.161136
  nChanged 224
		SP:Iteration 28Q (10140.430000 sec): 3 clusters
  Score: Raw -4408151.177001 + Penalty 3453.836160 = -4404697.340841
  nChanged 172
		SP:Iteration 29Q (10140.840000 sec): 3 clusters
  Score: Raw -4408191.686924 + Penalty 3453.836160 = -4404737.850764
  nChanged 165
		SP:Iteration 30Q (10141.200000 sec): 3 clusters
  Score: Raw -4408227.688754 + Penalty 3453.836160 = -4404773.852593
  nChanged 135
		SP:Iteration 31Q (10141.490000 sec): 3 clusters
  Score: Raw -4408252.713348 + Penalty 3453.836160 = -4404798.877188
  nChanged 132
		SP:Iteration 32Q (10141.880000 sec): 3 clusters
  Score: Raw -4408274.178136 + Penalty 3453.836160 = -4404820.341976
  nChanged 104
		SP:Iteration 33Q (10142.230000 sec): 3 clusters
  Score: Raw -4408288.623922 + Penalty 3453.836160 = -4404834.787762
  nChanged 88
		SP:Iteration 34Q (10142.610000 sec): 3 clusters
  Score: Raw -4408299.518625 + Penalty 3453.836160 = -4404845.682465
  nChanged 79
		SP:Iteration 35Q (10143.000000 sec): 3 clusters
  Score: Raw -4408308.949368 + Penalty 3453.836160 = -4404855.113208
  nChanged 71
		SP:Iteration 36Q (10143.380000 sec): 3 clusters
  Score: Raw -4408317.564778 + Penalty 3453.836160 = -4404863.728618
  nChanged 78
		SP:Iteration 37Q (10143.710000 sec): 3 clusters
  Score: Raw -4408326.069912 + Penalty 3453.836160 = -4404872.233752
  nChanged 66
		SP:Iteration 38Q (10144.070000 sec): 3 clusters
  Score: Raw -4408334.511072 + Penalty 3453.836160 = -4404880.674911
  nChanged 63
		SP:Iteration 39Q (10144.410000 sec): 3 clusters
  Score: Raw -4408341.565807 + Penalty 3453.836160 = -4404887.729647
  nChanged 50
		SP:Iteration 40F (10144.790000 sec): 3 clusters
  Score: Raw -4408346.280897 + Penalty 3453.836160 = -4404892.444736
  nChanged 43
		SP:Iteration 41Q (10145.140000 sec): 3 clusters
  Score: Raw -4408350.413416 + Penalty 3453.836160 = -4404896.577255
  nChanged 37
		SP:Iteration 42Q (10145.520000 sec): 3 clusters
  Score: Raw -4408353.723221 + Penalty 3453.836160 = -4404899.887060
  nChanged 30
		SP:Iteration 43Q (10145.880000 sec): 3 clusters
  Score: Raw -4408355.745519 + Penalty 3453.836160 = -4404901.909358
  nChanged 24
		SP:Iteration 44Q (10146.270000 sec): 3 clusters
  Score: Raw -4408357.306451 + Penalty 3453.836160 = -4404903.470291
  nChanged 11
		SP:Iteration 45Q (10146.650000 sec): 3 clusters
  Score: Raw -4408357.763248 + Penalty 3453.836160 = -4404903.927087
  nChanged 10
		SP:Iteration 46Q (10147.060000 sec): 3 clusters
  Score: Raw -4408358.199297 + Penalty 3453.836160 = -4404904.363136
  nChanged 8
		SP:Iteration 47Q (10147.430000 sec): 3 clusters
  Score: Raw -4408358.483865 + Penalty 3453.836160 = -4404904.647705
  nChanged 9
		SP:Iteration 48Q (10147.820000 sec): 3 clusters
  Score: Raw -4408359.040854 + Penalty 3453.836160 = -4404905.204694
  nChanged 14
		SP:Iteration 49Q (10148.190000 sec): 3 clusters
  Score: Raw -4408360.065321 + Penalty 3453.836160 = -4404906.229160
  nChanged 11
		SP:Iteration 50Q (10148.620000 sec): 3 clusters
  Score: Raw -4408360.956017 + Penalty 3453.836160 = -4404907.119857
  nChanged 14
		SP:Iteration 51Q (10149.020000 sec): 3 clusters
  Score: Raw -4408361.922933 + Penalty 3453.836160 = -4404908.086773
  nChanged 10
		SP:Iteration 52Q (10149.380000 sec): 3 clusters
  Score: Raw -4408362.493268 + Penalty 3453.836160 = -4404908.657108
  nChanged 11
		SP:Iteration 53Q (10149.780000 sec): 3 clusters
  Score: Raw -4408363.145083 + Penalty 3453.836160 = -4404909.308922
  nChanged 12
		SP:Iteration 54Q (10150.170000 sec): 3 clusters
  Score: Raw -4408364.090275 + Penalty 3453.836160 = -4404910.254114
  nChanged 10
		SP:Iteration 55Q (10150.560000 sec): 3 clusters
  Score: Raw -4408364.608948 + Penalty 3453.836160 = -4404910.772787
  nChanged 8
		SP:Iteration 56Q (10150.900000 sec): 3 clusters
  Score: Raw -4408365.218552 + Penalty 3453.836160 = -4404911.382392
  nChanged 8
		SP:Iteration 57Q (10151.350000 sec): 3 clusters
  Score: Raw -4408365.706992 + Penalty 3453.836160 = -4404911.870831
  nChanged 7
		SP:Iteration 58Q (10151.700000 sec): 3 clusters
  Score: Raw -4408366.046780 + Penalty 3453.836160 = -4404912.210620
  nChanged 6
		SP:Iteration 59Q (10152.100000 sec): 3 clusters
  Score: Raw -4408366.336415 + Penalty 3453.836160 = -4404912.500254
  nChanged 7
		SP:Iteration 60F (10152.510000 sec): 3 clusters
  Score: Raw -4408366.631123 + Penalty 3453.836160 = -4404912.794962
  nChanged 4
		SP:Iteration 61Q (10152.820000 sec): 3 clusters
  Score: Raw -4408366.842116 + Penalty 3453.836160 = -4404913.005955
  nChanged 5
		SP:Iteration 62Q (10153.220000 sec): 3 clusters
  Score: Raw -4408367.195605 + Penalty 3453.836160 = -4404913.359444
  nChanged 7
		SP:Iteration 63Q (10153.590000 sec): 3 clusters
  Score: Raw -4408367.778154 + Penalty 3453.836160 = -4404913.941993
  nChanged 4
		SP:Iteration 64Q (10154.020000 sec): 3 clusters
  Score: Raw -4408368.052059 + Penalty 3453.836160 = -4404914.215899
  nChanged 5
		SP:Iteration 65Q (10154.460000 sec): 3 clusters
  Score: Raw -4408368.236166 + Penalty 3453.836160 = -4404914.400006
  nChanged 2
		SP:Iteration 66Q (10154.870000 sec): 3 clusters
  Score: Raw -4408368.276414 + Penalty 3453.836160 = -4404914.440254
  nChanged 1
		SP:Iteration 67Q (10155.250000 sec): 3 clusters
  Score: Raw -4408368.347813 + Penalty 3453.836160 = -4404914.511653
  nChanged 1
		SP:Iteration 68Q (10155.660000 sec): 3 clusters
  Score: Raw -4408368.387283 + Penalty 3453.836160 = -4404914.551122
  nChanged 1
		SP:Iteration 69Q (10156.050000 sec): 3 clusters
  Score: Raw -4408368.435268 + Penalty 3453.836160 = -4404914.599107
  nChanged 1
		SP:Iteration 70Q (10156.450000 sec): 3 clusters
  Score: Raw -4408368.455975 + Penalty 3453.836160 = -4404914.619815
  nChanged 0
		SP:Iteration 71F (10156.800000 sec): 3 clusters
  Score: Raw -4408368.455975 + Penalty 3453.836160 = -4404914.619815
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 20 (1827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10156.950000 sec): 2 clusters
  Score: Raw -186399.639325 + Penalty 1220.444965 = -185179.194360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10157.120000 sec): 3 clusters
  Score: Raw -185640.072534 + Penalty 2440.889931 = -183199.182603
  nChanged 622
		SP:Iteration 1F (10157.360000 sec): 3 clusters
  Score: Raw -186071.501019 + Penalty 2440.889931 = -183630.611088
  nChanged 132
		SP:Iteration 2F (10157.570000 sec): 3 clusters
  Score: Raw -186170.590529 + Penalty 2440.889931 = -183729.700598
  nChanged 91
		SP:Iteration 3Q (10157.770000 sec): 3 clusters
  Score: Raw -186244.799080 + Penalty 2440.889931 = -183803.909149
  nChanged 80
		SP:Iteration 4Q (10157.960000 sec): 3 clusters
  Score: Raw -186302.737035 + Penalty 2440.889931 = -183861.847104
  nChanged 50
		SP:Iteration 5Q (10158.120000 sec): 3 clusters
  Score: Raw -186338.870183 + Penalty 2440.889931 = -183897.980252
  nChanged 38
		SP:Iteration 6Q (10158.320000 sec): 3 clusters
  Score: Raw -186367.360239 + Penalty 2440.889931 = -183926.470308
  nChanged 33
		SP:Iteration 7Q (10158.490000 sec): 3 clusters
  Score: Raw -186386.958244 + Penalty 2440.889931 = -183946.068314
  nChanged 25
		SP:Iteration 8Q (10158.740000 sec): 3 clusters
  Score: Raw -186402.170943 + Penalty 2440.889931 = -183961.281012
  nChanged 23
		SP:Iteration 9Q (10158.910000 sec): 3 clusters
  Score: Raw -186415.203328 + Penalty 2440.889931 = -183974.313397
  nChanged 15
		SP:Iteration 10Q (10159.130000 sec): 3 clusters
  Score: Raw -186422.984062 + Penalty 2440.889931 = -183982.094131
  nChanged 16
		SP:Iteration 11Q (10159.310000 sec): 3 clusters
  Score: Raw -186432.099893 + Penalty 2440.889931 = -183991.209962
  nChanged 15
		SP:Iteration 12Q (10159.550000 sec): 3 clusters
  Score: Raw -186440.602598 + Penalty 2440.889931 = -183999.712667
  nChanged 5
		SP:Iteration 13Q (10159.710000 sec): 3 clusters
  Score: Raw -186443.015480 + Penalty 2440.889931 = -184002.125550
  nChanged 7
		SP:Iteration 14Q (10159.880000 sec): 3 clusters
  Score: Raw -186447.799200 + Penalty 2440.889931 = -184006.909269
  nChanged 8
		SP:Iteration 15Q (10160.100000 sec): 3 clusters
  Score: Raw -186450.508993 + Penalty 2440.889931 = -184009.619062
  nChanged 6
		SP:Iteration 16Q (10160.300000 sec): 3 clusters
  Score: Raw -186453.182952 + Penalty 2440.889931 = -184012.293022
  nChanged 9
		SP:Iteration 17Q (10160.480000 sec): 3 clusters
  Score: Raw -186457.697888 + Penalty 2440.889931 = -184016.807958
  nChanged 10
		SP:Iteration 18Q (10160.610000 sec): 3 clusters
  Score: Raw -186462.748408 + Penalty 2440.889931 = -184021.858477
  nChanged 4
		SP:Iteration 19Q (10160.830000 sec): 3 clusters
  Score: Raw -186464.207541 + Penalty 2440.889931 = -184023.317610
  nChanged 3
		SP:Iteration 20F (10160.980000 sec): 3 clusters
  Score: Raw -186465.248568 + Penalty 2440.889931 = -184024.358637
  nChanged 3
		SP:Iteration 21Q (10161.170000 sec): 3 clusters
  Score: Raw -186467.559520 + Penalty 2440.889931 = -184026.669589
  nChanged 6
		SP:Iteration 22Q (10161.310000 sec): 3 clusters
  Score: Raw -186469.860639 + Penalty 2440.889931 = -184028.970708
  nChanged 1
		SP:Iteration 23Q (10161.510000 sec): 3 clusters
  Score: Raw -186470.256647 + Penalty 2440.889931 = -184029.366716
  nChanged 2
		SP:Iteration 24Q (10161.690000 sec): 3 clusters
  Score: Raw -186471.285253 + Penalty 2440.889931 = -184030.395322
  nChanged 1
		SP:Iteration 25Q (10161.860000 sec): 3 clusters
  Score: Raw -186471.580119 + Penalty 2440.889931 = -184030.690188
  nChanged 1
		SP:Iteration 26Q (10162.030000 sec): 3 clusters
  Score: Raw -186471.997051 + Penalty 2440.889931 = -184031.107120
  nChanged 0
		SP:Iteration 27F (10162.200000 sec): 3 clusters
  Score: Raw -186471.997051 + Penalty 2440.889931 = -184031.107120
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 21 (3124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10162.300000 sec): 2 clusters
  Score: Raw -337954.880207 + Penalty 1307.616296 = -336647.263912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10162.550000 sec): 3 clusters
  Score: Raw -336446.048942 + Penalty 2615.232591 = -333830.816351
  nChanged 1180
		SP:Iteration 1F (10162.770000 sec): 3 clusters
  Score: Raw -337091.230743 + Penalty 2615.232591 = -334475.998152
  nChanged 232
		SP:Iteration 2F (10162.980000 sec): 3 clusters
  Score: Raw -337224.799235 + Penalty 2615.232591 = -334609.566644
  nChanged 156
		SP:Iteration 3Q (10163.180000 sec): 3 clusters
  Score: Raw -337312.585618 + Penalty 2615.232591 = -334697.353027
  nChanged 114
		SP:Iteration 4Q (10163.330000 sec): 3 clusters
  Score: Raw -337377.870850 + Penalty 2615.232591 = -334762.638259
  nChanged 114
		SP:Iteration 5Q (10163.530000 sec): 3 clusters
  Score: Raw -337459.773161 + Penalty 2615.232591 = -334844.540570
  nChanged 120
		SP:Iteration 6Q (10163.700000 sec): 3 clusters
  Score: Raw -337548.456301 + Penalty 2615.232591 = -334933.223710
  nChanged 112
		SP:Iteration 7Q (10163.900000 sec): 3 clusters
  Score: Raw -337632.915487 + Penalty 2615.232591 = -335017.682896
  nChanged 113
		SP:Iteration 8Q (10164.070000 sec): 3 clusters
  Score: Raw -337713.644810 + Penalty 2615.232591 = -335098.412219
  nChanged 109
		SP:Iteration 9Q (10164.290000 sec): 3 clusters
  Score: Raw -337786.194215 + Penalty 2615.232591 = -335170.961624
  nChanged 106
		SP:Iteration 10Q (10164.480000 sec): 3 clusters
  Score: Raw -337856.853728 + Penalty 2615.232591 = -335241.621137
  nChanged 92
		SP:Iteration 11Q (10164.680000 sec): 3 clusters
  Score: Raw -337905.481275 + Penalty 2615.232591 = -335290.248684
  nChanged 72
		SP:Iteration 12Q (10164.890000 sec): 3 clusters
  Score: Raw -337943.474644 + Penalty 2615.232591 = -335328.242053
  nChanged 52
		SP:Iteration 13Q (10165.100000 sec): 3 clusters
  Score: Raw -337972.816168 + Penalty 2615.232591 = -335357.583577
  nChanged 67
		SP:Iteration 14Q (10165.330000 sec): 3 clusters
  Score: Raw -338010.339911 + Penalty 2615.232591 = -335395.107320
  nChanged 57
		SP:Iteration 15Q (10165.500000 sec): 3 clusters
  Score: Raw -338038.971139 + Penalty 2615.232591 = -335423.738548
  nChanged 44
		SP:Iteration 16Q (10165.670000 sec): 3 clusters
  Score: Raw -338063.610033 + Penalty 2615.232591 = -335448.377442
  nChanged 46
		SP:Iteration 17Q (10165.880000 sec): 3 clusters
  Score: Raw -338085.081674 + Penalty 2615.232591 = -335469.849083
  nChanged 36
		SP:Iteration 18Q (10166.050000 sec): 3 clusters
  Score: Raw -338104.328237 + Penalty 2615.232591 = -335489.095646
  nChanged 30
		SP:Iteration 19Q (10166.210000 sec): 3 clusters
  Score: Raw -338123.038642 + Penalty 2615.232591 = -335507.806051
  nChanged 28
		SP:Iteration 20F (10166.410000 sec): 3 clusters
  Score: Raw -338137.757459 + Penalty 2615.232591 = -335522.524868
  nChanged 29
		SP:Iteration 21Q (10166.630000 sec): 3 clusters
  Score: Raw -338152.904215 + Penalty 2615.232591 = -335537.671624
  nChanged 23
		SP:Iteration 22Q (10166.770000 sec): 3 clusters
  Score: Raw -338167.604384 + Penalty 2615.232591 = -335552.371793
  nChanged 23
		SP:Iteration 23Q (10166.970000 sec): 3 clusters
  Score: Raw -338181.188761 + Penalty 2615.232591 = -335565.956170
  nChanged 16
		SP:Iteration 24Q (10167.120000 sec): 3 clusters
  Score: Raw -338187.210898 + Penalty 2615.232591 = -335571.978307
  nChanged 14
		SP:Iteration 25Q (10167.320000 sec): 3 clusters
  Score: Raw -338193.436512 + Penalty 2615.232591 = -335578.203921
  nChanged 8
		SP:Iteration 26Q (10167.490000 sec): 3 clusters
  Score: Raw -338196.865658 + Penalty 2615.232591 = -335581.633067
  nChanged 8
		SP:Iteration 27Q (10167.710000 sec): 3 clusters
  Score: Raw -338200.390073 + Penalty 2615.232591 = -335585.157482
  nChanged 8
		SP:Iteration 28Q (10167.850000 sec): 3 clusters
  Score: Raw -338206.570150 + Penalty 2615.232591 = -335591.337559
  nChanged 10
		SP:Iteration 29Q (10168.010000 sec): 3 clusters
  Score: Raw -338213.190162 + Penalty 2615.232591 = -335597.957571
  nChanged 11
		SP:Iteration 30Q (10168.180000 sec): 3 clusters
  Score: Raw -338218.486714 + Penalty 2615.232591 = -335603.254123
  nChanged 10
		SP:Iteration 31Q (10168.370000 sec): 3 clusters
  Score: Raw -338222.831415 + Penalty 2615.232591 = -335607.598824
  nChanged 6
		SP:Iteration 32Q (10168.590000 sec): 3 clusters
  Score: Raw -338227.087987 + Penalty 2615.232591 = -335611.855396
  nChanged 8
		SP:Iteration 33Q (10168.750000 sec): 3 clusters
  Score: Raw -338232.104424 + Penalty 2615.232591 = -335616.871833
  nChanged 11
		SP:Iteration 34Q (10168.950000 sec): 3 clusters
  Score: Raw -338239.674370 + Penalty 2615.232591 = -335624.441779
  nChanged 11
		SP:Iteration 35Q (10169.150000 sec): 3 clusters
  Score: Raw -338246.410209 + Penalty 2615.232591 = -335631.177618
  nChanged 13
		SP:Iteration 36Q (10169.320000 sec): 3 clusters
  Score: Raw -338254.472358 + Penalty 2615.232591 = -335639.239767
  nChanged 13
		SP:Iteration 37Q (10169.520000 sec): 3 clusters
  Score: Raw -338264.024032 + Penalty 2615.232591 = -335648.791441
  nChanged 18
		SP:Iteration 38Q (10169.730000 sec): 3 clusters
  Score: Raw -338275.060886 + Penalty 2615.232591 = -335659.828295
  nChanged 16
		SP:Iteration 39Q (10169.910000 sec): 3 clusters
  Score: Raw -338285.531143 + Penalty 2615.232591 = -335670.298552
  nChanged 13
		SP:Iteration 40F (10170.090000 sec): 3 clusters
  Score: Raw -338294.753625 + Penalty 2615.232591 = -335679.521034
  nChanged 9
		SP:Iteration 41Q (10170.310000 sec): 3 clusters
  Score: Raw -338300.375373 + Penalty 2615.232591 = -335685.142782
  nChanged 10
		SP:Iteration 42Q (10170.510000 sec): 3 clusters
  Score: Raw -338307.544095 + Penalty 2615.232591 = -335692.311504
  nChanged 10
		SP:Iteration 43Q (10170.690000 sec): 3 clusters
  Score: Raw -338315.429764 + Penalty 2615.232591 = -335700.197173
  nChanged 7
		SP:Iteration 44Q (10170.890000 sec): 3 clusters
  Score: Raw -338321.053321 + Penalty 2615.232591 = -335705.820730
  nChanged 8
		SP:Iteration 45Q (10171.110000 sec): 3 clusters
  Score: Raw -338327.962636 + Penalty 2615.232591 = -335712.730045
  nChanged 10
		SP:Iteration 46Q (10171.270000 sec): 3 clusters
  Score: Raw -338339.250422 + Penalty 2615.232591 = -335724.017831
  nChanged 11
		SP:Iteration 47Q (10171.480000 sec): 3 clusters
  Score: Raw -338347.921270 + Penalty 2615.232591 = -335732.688679
  nChanged 9
		SP:Iteration 48Q (10171.650000 sec): 3 clusters
  Score: Raw -338357.646282 + Penalty 2615.232591 = -335742.413691
  nChanged 9
		SP:Iteration 49Q (10171.800000 sec): 3 clusters
  Score: Raw -338365.500320 + Penalty 2615.232591 = -335750.267729
  nChanged 8
		SP:Iteration 50Q (10171.990000 sec): 3 clusters
  Score: Raw -338374.450875 + Penalty 2615.232591 = -335759.218284
  nChanged 11
		SP:Iteration 51Q (10172.140000 sec): 3 clusters
  Score: Raw -338383.155177 + Penalty 2615.232591 = -335767.922585
  nChanged 9
		SP:Iteration 52Q (10172.290000 sec): 3 clusters
  Score: Raw -338391.567727 + Penalty 2615.232591 = -335776.335136
  nChanged 9
		SP:Iteration 53Q (10172.460000 sec): 3 clusters
  Score: Raw -338399.412079 + Penalty 2615.232591 = -335784.179488
  nChanged 3
		SP:Iteration 54Q (10172.630000 sec): 3 clusters
  Score: Raw -338401.818287 + Penalty 2615.232591 = -335786.585696
  nChanged 6
		SP:Iteration 55Q (10172.790000 sec): 3 clusters
  Score: Raw -338404.889337 + Penalty 2615.232591 = -335789.656746
  nChanged 1
		SP:Iteration 56Q (10172.960000 sec): 3 clusters
  Score: Raw -338405.503904 + Penalty 2615.232591 = -335790.271313
  nChanged 1
		SP:Iteration 57Q (10173.150000 sec): 3 clusters
  Score: Raw -338406.381501 + Penalty 2615.232591 = -335791.148910
  nChanged 1
		SP:Iteration 58Q (10173.370000 sec): 3 clusters
  Score: Raw -338407.884975 + Penalty 2615.232591 = -335792.652384
  nChanged 5
		SP:Iteration 59Q (10173.520000 sec): 3 clusters
  Score: Raw -338412.180317 + Penalty 2615.232591 = -335796.947726
  nChanged 6
		SP:Iteration 60F (10173.700000 sec): 3 clusters
  Score: Raw -338415.904348 + Penalty 2615.232591 = -335800.671757
  nChanged 5
		SP:Iteration 61Q (10173.880000 sec): 3 clusters
  Score: Raw -338420.145372 + Penalty 2615.232591 = -335804.912781
  nChanged 3
		SP:Iteration 62Q (10174.060000 sec): 3 clusters
  Score: Raw -338421.163111 + Penalty 2615.232591 = -335805.930520
  nChanged 2
		SP:Iteration 63Q (10174.250000 sec): 3 clusters
  Score: Raw -338421.843593 + Penalty 2615.232591 = -335806.611002
  nChanged 0
		SP:Iteration 64F (10174.470000 sec): 3 clusters
  Score: Raw -338421.843593 + Penalty 2615.232591 = -335806.611002
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 22 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10174.570000 sec): 2 clusters
  Score: Raw -32700.101534 + Penalty 950.046301 = -31750.055233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10174.770000 sec): 3 clusters
  Score: Raw -32742.857561 + Penalty 1900.092602 = -30842.764959
  nChanged 66
		SP:Iteration 1F (10174.970000 sec): 3 clusters
  Score: Raw -32863.932608 + Penalty 1900.092602 = -30963.840007
  nChanged 16
		SP:Iteration 2Q (10175.170000 sec): 3 clusters
  Score: Raw -32891.413541 + Penalty 1900.092602 = -30991.320939
  nChanged 5
		SP:Iteration 3Q (10175.370000 sec): 3 clusters
  Score: Raw -32899.001953 + Penalty 1900.092602 = -30998.909351
  nChanged 7
		SP:Iteration 4Q (10175.560000 sec): 3 clusters
  Score: Raw -32915.182472 + Penalty 1900.092602 = -31015.089870
  nChanged 1
		SP:Iteration 5Q (10175.740000 sec): 3 clusters
  Score: Raw -32916.120378 + Penalty 1900.092602 = -31016.027776
  nChanged 1
		SP:Iteration 6Q (10175.870000 sec): 3 clusters
  Score: Raw -32918.687701 + Penalty 1900.092602 = -31018.595099
  nChanged 1
		SP:Iteration 7Q (10176.070000 sec): 3 clusters
  Score: Raw -32921.507892 + Penalty 1900.092602 = -31021.415290
  nChanged 1
		SP:Iteration 8Q (10176.240000 sec): 3 clusters
  Score: Raw -32922.316742 + Penalty 1900.092602 = -31022.224140
  nChanged 0
		SP:Iteration 9F (10176.420000 sec): 3 clusters
  Score: Raw -32922.316742 + Penalty 1900.092602 = -31022.224140
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 23 (5204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10176.540000 sec): 2 clusters
  Score: Raw -491844.545628 + Penalty 1390.542211 = -490454.003416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10176.780000 sec): 3 clusters
  Score: Raw -489184.968470 + Penalty 2781.084423 = -486403.884047
  nChanged 2205
		SP:Iteration 1F (10176.970000 sec): 3 clusters
  Score: Raw -490849.354374 + Penalty 2781.084423 = -488068.269951
  nChanged 496
		SP:Iteration 2F (10177.200000 sec): 3 clusters
  Score: Raw -491226.057218 + Penalty 2781.084423 = -488444.972796
  nChanged 361
		SP:Iteration 3F (10177.420000 sec): 3 clusters
  Score: Raw -491445.968679 + Penalty 2781.084423 = -488664.884257
  nChanged 237
		SP:Iteration 4Q (10177.610000 sec): 3 clusters
  Score: Raw -491556.480805 + Penalty 2781.084423 = -488775.396382
  nChanged 156
		SP:Iteration 5Q (10177.890000 sec): 3 clusters
  Score: Raw -491626.909517 + Penalty 2781.084423 = -488845.825094
  nChanged 139
		SP:Iteration 6Q (10178.050000 sec): 3 clusters
  Score: Raw -491685.146424 + Penalty 2781.084423 = -488904.062001
  nChanged 125
		SP:Iteration 7Q (10178.300000 sec): 3 clusters
  Score: Raw -491736.443459 + Penalty 2781.084423 = -488955.359036
  nChanged 130
		SP:Iteration 8Q (10178.540000 sec): 3 clusters
  Score: Raw -491803.072227 + Penalty 2781.084423 = -489021.987804
  nChanged 134
		SP:Iteration 9Q (10178.730000 sec): 3 clusters
  Score: Raw -491865.433555 + Penalty 2781.084423 = -489084.349132
  nChanged 120
		SP:Iteration 10Q (10178.940000 sec): 3 clusters
  Score: Raw -491919.872707 + Penalty 2781.084423 = -489138.788284
  nChanged 139
		SP:Iteration 11Q (10179.140000 sec): 3 clusters
  Score: Raw -491992.368577 + Penalty 2781.084423 = -489211.284154
  nChanged 140
		SP:Iteration 12Q (10179.320000 sec): 3 clusters
  Score: Raw -492067.120976 + Penalty 2781.084423 = -489286.036553
  nChanged 124
		SP:Iteration 13Q (10179.560000 sec): 3 clusters
  Score: Raw -492135.100343 + Penalty 2781.084423 = -489354.015920
  nChanged 122
		SP:Iteration 14Q (10179.740000 sec): 3 clusters
  Score: Raw -492203.403144 + Penalty 2781.084423 = -489422.318721
  nChanged 110
		SP:Iteration 15Q (10179.940000 sec): 3 clusters
  Score: Raw -492260.974374 + Penalty 2781.084423 = -489479.889951
  nChanged 112
		SP:Iteration 16Q (10180.120000 sec): 3 clusters
  Score: Raw -492323.012352 + Penalty 2781.084423 = -489541.927929
  nChanged 96
		SP:Iteration 17Q (10180.240000 sec): 3 clusters
  Score: Raw -492378.704684 + Penalty 2781.084423 = -489597.620261
  nChanged 86
		SP:Iteration 18Q (10180.450000 sec): 3 clusters
  Score: Raw -492426.614014 + Penalty 2781.084423 = -489645.529591
  nChanged 52
		SP:Iteration 19Q (10180.660000 sec): 3 clusters
  Score: Raw -492452.814597 + Penalty 2781.084423 = -489671.730174
  nChanged 36
		SP:Iteration 20F (10180.860000 sec): 3 clusters
  Score: Raw -492467.581151 + Penalty 2781.084423 = -489686.496728
  nChanged 29
		SP:Iteration 21Q (10181.120000 sec): 3 clusters
  Score: Raw -492480.057293 + Penalty 2781.084423 = -489698.972870
  nChanged 30
		SP:Iteration 22Q (10181.330000 sec): 3 clusters
  Score: Raw -492495.788075 + Penalty 2781.084423 = -489714.703652
  nChanged 21
		SP:Iteration 23Q (10181.510000 sec): 3 clusters
  Score: Raw -492504.931420 + Penalty 2781.084423 = -489723.846997
  nChanged 8
		SP:Iteration 24Q (10181.720000 sec): 3 clusters
  Score: Raw -492507.389229 + Penalty 2781.084423 = -489726.304806
  nChanged 6
		SP:Iteration 25Q (10181.920000 sec): 3 clusters
  Score: Raw -492509.092996 + Penalty 2781.084423 = -489728.008573
  nChanged 2
		SP:Iteration 26Q (10182.150000 sec): 3 clusters
  Score: Raw -492509.662320 + Penalty 2781.084423 = -489728.577897
  nChanged 4
		SP:Iteration 27Q (10182.340000 sec): 3 clusters
  Score: Raw -492511.007763 + Penalty 2781.084423 = -489729.923340
  nChanged 7
		SP:Iteration 28Q (10182.550000 sec): 3 clusters
  Score: Raw -492514.674673 + Penalty 2781.084423 = -489733.590250
  nChanged 5
		SP:Iteration 29Q (10182.750000 sec): 3 clusters
  Score: Raw -492517.130108 + Penalty 2781.084423 = -489736.045685
  nChanged 5
		SP:Iteration 30Q (10182.980000 sec): 3 clusters
  Score: Raw -492519.462846 + Penalty 2781.084423 = -489738.378423
  nChanged 3
		SP:Iteration 31Q (10183.160000 sec): 3 clusters
  Score: Raw -492520.086116 + Penalty 2781.084423 = -489739.001693
  nChanged 3
		SP:Iteration 32Q (10183.390000 sec): 3 clusters
  Score: Raw -492521.266397 + Penalty 2781.084423 = -489740.181974
  nChanged 3
		SP:Iteration 33Q (10183.580000 sec): 3 clusters
  Score: Raw -492522.156974 + Penalty 2781.084423 = -489741.072551
  nChanged 1
		SP:Iteration 34Q (10183.830000 sec): 3 clusters
  Score: Raw -492522.517227 + Penalty 2781.084423 = -489741.432804
  nChanged 2
		SP:Iteration 35Q (10184.020000 sec): 3 clusters
  Score: Raw -492523.991773 + Penalty 2781.084423 = -489742.907350
  nChanged 2
		SP:Iteration 36Q (10184.200000 sec): 3 clusters
  Score: Raw -492524.497035 + Penalty 2781.084423 = -489743.412612
  nChanged 0
		SP:Iteration 37F (10184.380000 sec): 3 clusters
  Score: Raw -492524.497035 + Penalty 2781.084423 = -489743.412612
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 24 (5420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10184.570000 sec): 2 clusters
  Score: Raw -573405.023462 + Penalty 1397.150803 = -572007.872660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10184.740000 sec): 3 clusters
  Score: Raw -570530.254948 + Penalty 2794.301606 = -567735.953343
  nChanged 2241
		SP:Iteration 1F (10185.030000 sec): 3 clusters
  Score: Raw -571796.830289 + Penalty 2794.301606 = -569002.528683
  nChanged 354
		SP:Iteration 2F (10185.250000 sec): 3 clusters
  Score: Raw -571979.656761 + Penalty 2794.301606 = -569185.355156
  nChanged 284
		SP:Iteration 3F (10185.410000 sec): 3 clusters
  Score: Raw -572114.875927 + Penalty 2794.301606 = -569320.574321
  nChanged 219
		SP:Iteration 4Q (10185.600000 sec): 3 clusters
  Score: Raw -572217.520533 + Penalty 2794.301606 = -569423.218928
  nChanged 186
		SP:Iteration 5Q (10185.790000 sec): 3 clusters
  Score: Raw -572300.902588 + Penalty 2794.301606 = -569506.600982
  nChanged 170
		SP:Iteration 6Q (10186.000000 sec): 3 clusters
  Score: Raw -572370.218067 + Penalty 2794.301606 = -569575.916461
  nChanged 146
		SP:Iteration 7Q (10186.200000 sec): 3 clusters
  Score: Raw -572423.816678 + Penalty 2794.301606 = -569629.515073
  nChanged 128
		SP:Iteration 8Q (10186.440000 sec): 3 clusters
  Score: Raw -572469.937561 + Penalty 2794.301606 = -569675.635955
  nChanged 103
		SP:Iteration 9Q (10186.640000 sec): 3 clusters
  Score: Raw -572499.100384 + Penalty 2794.301606 = -569704.798778
  nChanged 73
		SP:Iteration 10Q (10186.920000 sec): 3 clusters
  Score: Raw -572519.595719 + Penalty 2794.301606 = -569725.294113
  nChanged 61
		SP:Iteration 11Q (10187.140000 sec): 3 clusters
  Score: Raw -572538.024287 + Penalty 2794.301606 = -569743.722681
  nChanged 60
		SP:Iteration 12Q (10187.320000 sec): 3 clusters
  Score: Raw -572554.519024 + Penalty 2794.301606 = -569760.217419
  nChanged 59
		SP:Iteration 13Q (10187.550000 sec): 3 clusters
  Score: Raw -572572.099200 + Penalty 2794.301606 = -569777.797595
  nChanged 63
		SP:Iteration 14Q (10187.760000 sec): 3 clusters
  Score: Raw -572591.556111 + Penalty 2794.301606 = -569797.254506
  nChanged 81
		SP:Iteration 15Q (10187.980000 sec): 3 clusters
  Score: Raw -572616.006651 + Penalty 2794.301606 = -569821.705045
  nChanged 69
		SP:Iteration 16Q (10188.170000 sec): 3 clusters
  Score: Raw -572634.976165 + Penalty 2794.301606 = -569840.674559
  nChanged 47
		SP:Iteration 17Q (10188.370000 sec): 3 clusters
  Score: Raw -572646.243792 + Penalty 2794.301606 = -569851.942186
  nChanged 35
		SP:Iteration 18Q (10188.590000 sec): 3 clusters
  Score: Raw -572654.018292 + Penalty 2794.301606 = -569859.716686
  nChanged 32
		SP:Iteration 19Q (10188.800000 sec): 3 clusters
  Score: Raw -572659.548861 + Penalty 2794.301606 = -569865.247255
  nChanged 30
		SP:Iteration 20F (10189.010000 sec): 3 clusters
  Score: Raw -572667.575957 + Penalty 2794.301606 = -569873.274351
  nChanged 39
		SP:Iteration 21Q (10189.250000 sec): 3 clusters
  Score: Raw -572676.646924 + Penalty 2794.301606 = -569882.345318
  nChanged 31
		SP:Iteration 22Q (10189.430000 sec): 3 clusters
  Score: Raw -572683.357939 + Penalty 2794.301606 = -569889.056333
  nChanged 34
		SP:Iteration 23Q (10189.640000 sec): 3 clusters
  Score: Raw -572692.067379 + Penalty 2794.301606 = -569897.765773
  nChanged 35
		SP:Iteration 24Q (10189.870000 sec): 3 clusters
  Score: Raw -572701.470532 + Penalty 2794.301606 = -569907.168926
  nChanged 27
		SP:Iteration 25Q (10190.080000 sec): 3 clusters
  Score: Raw -572708.469869 + Penalty 2794.301606 = -569914.168263
  nChanged 32
		SP:Iteration 26Q (10190.250000 sec): 3 clusters
  Score: Raw -572714.901910 + Penalty 2794.301606 = -569920.600304
  nChanged 28
		SP:Iteration 27Q (10190.480000 sec): 3 clusters
  Score: Raw -572720.755528 + Penalty 2794.301606 = -569926.453922
  nChanged 21
		SP:Iteration 28Q (10190.690000 sec): 3 clusters
  Score: Raw -572725.310359 + Penalty 2794.301606 = -569931.008753
  nChanged 20
		SP:Iteration 29Q (10190.890000 sec): 3 clusters
  Score: Raw -572729.743711 + Penalty 2794.301606 = -569935.442106
  nChanged 14
		SP:Iteration 30Q (10191.090000 sec): 3 clusters
  Score: Raw -572733.298851 + Penalty 2794.301606 = -569938.997245
  nChanged 17
		SP:Iteration 31Q (10191.310000 sec): 3 clusters
  Score: Raw -572736.866791 + Penalty 2794.301606 = -569942.565186
  nChanged 13
		SP:Iteration 32Q (10191.500000 sec): 3 clusters
  Score: Raw -572740.797114 + Penalty 2794.301606 = -569946.495508
  nChanged 23
		SP:Iteration 33Q (10191.720000 sec): 3 clusters
  Score: Raw -572746.516138 + Penalty 2794.301606 = -569952.214532
  nChanged 24
		SP:Iteration 34Q (10191.890000 sec): 3 clusters
  Score: Raw -572752.331392 + Penalty 2794.301606 = -569958.029786
  nChanged 21
		SP:Iteration 35Q (10192.060000 sec): 3 clusters
  Score: Raw -572756.015835 + Penalty 2794.301606 = -569961.714229
  nChanged 14
		SP:Iteration 36Q (10192.250000 sec): 3 clusters
  Score: Raw -572758.204724 + Penalty 2794.301606 = -569963.903118
  nChanged 12
		SP:Iteration 37Q (10192.470000 sec): 3 clusters
  Score: Raw -572760.596683 + Penalty 2794.301606 = -569966.295078
  nChanged 9
		SP:Iteration 38Q (10192.680000 sec): 3 clusters
  Score: Raw -572762.580071 + Penalty 2794.301606 = -569968.278465
  nChanged 13
		SP:Iteration 39Q (10192.880000 sec): 3 clusters
  Score: Raw -572764.973604 + Penalty 2794.301606 = -569970.671998
  nChanged 14
		SP:Iteration 40F (10193.040000 sec): 3 clusters
  Score: Raw -572767.082653 + Penalty 2794.301606 = -569972.781048
  nChanged 10
		SP:Iteration 41Q (10193.280000 sec): 3 clusters
  Score: Raw -572769.190856 + Penalty 2794.301606 = -569974.889251
  nChanged 12
		SP:Iteration 42Q (10193.520000 sec): 3 clusters
  Score: Raw -572771.566034 + Penalty 2794.301606 = -569977.264428
  nChanged 13
		SP:Iteration 43Q (10193.720000 sec): 3 clusters
  Score: Raw -572774.169495 + Penalty 2794.301606 = -569979.867889
  nChanged 8
		SP:Iteration 44Q (10193.930000 sec): 3 clusters
  Score: Raw -572775.621929 + Penalty 2794.301606 = -569981.320323
  nChanged 10
		SP:Iteration 45Q (10194.120000 sec): 3 clusters
  Score: Raw -572778.221427 + Penalty 2794.301606 = -569983.919821
  nChanged 18
		SP:Iteration 46Q (10194.280000 sec): 3 clusters
  Score: Raw -572782.322211 + Penalty 2794.301606 = -569988.020605
  nChanged 19
		SP:Iteration 47Q (10194.550000 sec): 3 clusters
  Score: Raw -572786.522065 + Penalty 2794.301606 = -569992.220460
  nChanged 21
		SP:Iteration 48Q (10194.780000 sec): 3 clusters
  Score: Raw -572793.037145 + Penalty 2794.301606 = -569998.735539
  nChanged 27
		SP:Iteration 49Q (10194.980000 sec): 3 clusters
  Score: Raw -572800.351677 + Penalty 2794.301606 = -570006.050072
  nChanged 20
		SP:Iteration 50Q (10195.190000 sec): 3 clusters
  Score: Raw -572805.263496 + Penalty 2794.301606 = -570010.961890
  nChanged 30
		SP:Iteration 51Q (10195.400000 sec): 3 clusters
  Score: Raw -572811.233359 + Penalty 2794.301606 = -570016.931753
  nChanged 12
		SP:Iteration 52Q (10195.610000 sec): 3 clusters
  Score: Raw -572814.021914 + Penalty 2794.301606 = -570019.720309
  nChanged 17
		SP:Iteration 53Q (10195.860000 sec): 3 clusters
  Score: Raw -572818.070152 + Penalty 2794.301606 = -570023.768547
  nChanged 23
		SP:Iteration 54Q (10196.070000 sec): 3 clusters
  Score: Raw -572822.353486 + Penalty 2794.301606 = -570028.051880
  nChanged 13
		SP:Iteration 55Q (10196.220000 sec): 3 clusters
  Score: Raw -572824.935914 + Penalty 2794.301606 = -570030.634309
  nChanged 14
		SP:Iteration 56Q (10196.490000 sec): 3 clusters
  Score: Raw -572827.991573 + Penalty 2794.301606 = -570033.689967
  nChanged 14
		SP:Iteration 57Q (10196.670000 sec): 3 clusters
  Score: Raw -572830.025394 + Penalty 2794.301606 = -570035.723788
  nChanged 11
		SP:Iteration 58Q (10196.850000 sec): 3 clusters
  Score: Raw -572831.769173 + Penalty 2794.301606 = -570037.467568
  nChanged 10
		SP:Iteration 59Q (10197.100000 sec): 3 clusters
  Score: Raw -572833.579194 + Penalty 2794.301606 = -570039.277589
  nChanged 18
		SP:Iteration 60F (10197.270000 sec): 3 clusters
  Score: Raw -572836.657575 + Penalty 2794.301606 = -570042.355969
  nChanged 18
		SP:Iteration 61Q (10197.500000 sec): 3 clusters
  Score: Raw -572840.262522 + Penalty 2794.301606 = -570045.960917
  nChanged 15
		SP:Iteration 62Q (10197.720000 sec): 3 clusters
  Score: Raw -572843.727304 + Penalty 2794.301606 = -570049.425698
  nChanged 21
		SP:Iteration 63Q (10197.920000 sec): 3 clusters
  Score: Raw -572848.946382 + Penalty 2794.301606 = -570054.644776
  nChanged 27
		SP:Iteration 64Q (10198.120000 sec): 3 clusters
  Score: Raw -572857.262600 + Penalty 2794.301606 = -570062.960994
  nChanged 33
		SP:Iteration 65Q (10198.320000 sec): 3 clusters
  Score: Raw -572870.049907 + Penalty 2794.301606 = -570075.748301
  nChanged 42
		SP:Iteration 66Q (10198.560000 sec): 3 clusters
  Score: Raw -572885.591071 + Penalty 2794.301606 = -570091.289465
  nChanged 54
		SP:Iteration 67Q (10198.740000 sec): 3 clusters
  Score: Raw -572905.310589 + Penalty 2794.301606 = -570111.008983
  nChanged 39
		SP:Iteration 68Q (10198.960000 sec): 3 clusters
  Score: Raw -572919.501247 + Penalty 2794.301606 = -570125.199642
  nChanged 47
		SP:Iteration 69Q (10199.180000 sec): 3 clusters
  Score: Raw -572932.923373 + Penalty 2794.301606 = -570138.621767
  nChanged 38
		SP:Iteration 70Q (10199.370000 sec): 3 clusters
  Score: Raw -572945.626929 + Penalty 2794.301606 = -570151.325323
  nChanged 36
		SP:Iteration 71Q (10199.560000 sec): 3 clusters
  Score: Raw -572959.951026 + Penalty 2794.301606 = -570165.649420
  nChanged 47
		SP:Iteration 72Q (10199.760000 sec): 3 clusters
  Score: Raw -572986.770782 + Penalty 2794.301606 = -570192.469177
  nChanged 63
		SP:Iteration 73Q (10199.980000 sec): 3 clusters
  Score: Raw -573021.962956 + Penalty 2794.301606 = -570227.661351
  nChanged 54
		SP:Iteration 74Q (10200.190000 sec): 3 clusters
  Score: Raw -573044.825064 + Penalty 2794.301606 = -570250.523458
  nChanged 50
		SP:Iteration 75Q (10200.440000 sec): 3 clusters
  Score: Raw -573065.575253 + Penalty 2794.301606 = -570271.273647
  nChanged 45
		SP:Iteration 76Q (10200.640000 sec): 3 clusters
  Score: Raw -573086.092251 + Penalty 2794.301606 = -570291.790645
  nChanged 54
		SP:Iteration 77Q (10200.840000 sec): 3 clusters
  Score: Raw -573107.573213 + Penalty 2794.301606 = -570313.271607
  nChanged 48
		SP:Iteration 78Q (10201.080000 sec): 3 clusters
  Score: Raw -573125.464715 + Penalty 2794.301606 = -570331.163109
  nChanged 50
		SP:Iteration 79Q (10201.300000 sec): 3 clusters
  Score: Raw -573147.391783 + Penalty 2794.301606 = -570353.090178
  nChanged 56
		SP:Iteration 80F (10201.510000 sec): 3 clusters
  Score: Raw -573173.474445 + Penalty 2794.301606 = -570379.172839
  nChanged 52
		SP:Iteration 81Q (10201.710000 sec): 3 clusters
  Score: Raw -573202.538404 + Penalty 2794.301606 = -570408.236798
  nChanged 61
		SP:Iteration 82Q (10201.910000 sec): 3 clusters
  Score: Raw -573236.551504 + Penalty 2794.301606 = -570442.249898
  nChanged 58
		SP:Iteration 83Q (10202.090000 sec): 3 clusters
  Score: Raw -573265.829930 + Penalty 2794.301606 = -570471.528324
  nChanged 54
		SP:Iteration 84Q (10202.290000 sec): 3 clusters
  Score: Raw -573288.975598 + Penalty 2794.301606 = -570494.673992
  nChanged 42
		SP:Iteration 85Q (10202.550000 sec): 3 clusters
  Score: Raw -573315.062476 + Penalty 2794.301606 = -570520.760871
  nChanged 46
		SP:Iteration 86Q (10202.770000 sec): 3 clusters
  Score: Raw -573343.842055 + Penalty 2794.301606 = -570549.540449
  nChanged 49
		SP:Iteration 87Q (10203.000000 sec): 3 clusters
  Score: Raw -573374.834939 + Penalty 2794.301606 = -570580.533333
  nChanged 53
		SP:Iteration 88Q (10203.190000 sec): 3 clusters
  Score: Raw -573420.753865 + Penalty 2794.301606 = -570626.452260
  nChanged 53
		SP:Iteration 89Q (10203.380000 sec): 3 clusters
  Score: Raw -573488.756818 + Penalty 2794.301606 = -570694.455213
  nChanged 61
		SP:Iteration 90Q (10203.630000 sec): 3 clusters
  Score: Raw -573573.785227 + Penalty 2794.301606 = -570779.483621
  nChanged 64
		SP:Iteration 91Q (10203.770000 sec): 3 clusters
  Score: Raw -573675.393864 + Penalty 2794.301606 = -570881.092258
  nChanged 67
		SP:Iteration 92Q (10204.000000 sec): 3 clusters
  Score: Raw -573721.456311 + Penalty 2794.301606 = -570927.154706
  nChanged 48
		SP:Iteration 93Q (10204.210000 sec): 3 clusters
  Score: Raw -573745.093208 + Penalty 2794.301606 = -570950.791603
  nChanged 46
		SP:Iteration 94Q (10204.400000 sec): 3 clusters
  Score: Raw -573765.842777 + Penalty 2794.301606 = -570971.541171
  nChanged 32
		SP:Iteration 95Q (10204.610000 sec): 3 clusters
  Score: Raw -573778.193452 + Penalty 2794.301606 = -570983.891846
  nChanged 35
		SP:Iteration 96Q (10204.820000 sec): 3 clusters
  Score: Raw -573790.346251 + Penalty 2794.301606 = -570996.044646
  nChanged 28
		SP:Iteration 97Q (10205.060000 sec): 3 clusters
  Score: Raw -573798.507275 + Penalty 2794.301606 = -571004.205670
  nChanged 24
		SP:Iteration 98Q (10205.240000 sec): 3 clusters
  Score: Raw -573806.366765 + Penalty 2794.301606 = -571012.065159
  nChanged 28
		SP:Iteration 99Q (10205.460000 sec): 3 clusters
  Score: Raw -573815.333666 + Penalty 2794.301606 = -571021.032060
  nChanged 33
		SP:Iteration 100F (10205.670000 sec): 3 clusters
  Score: Raw -573827.695123 + Penalty 2794.301606 = -571033.393517
  nChanged 40
		SP:Iteration 101Q (10205.850000 sec): 3 clusters
  Score: Raw -573844.103846 + Penalty 2794.301606 = -571049.802240
  nChanged 45
		SP:Iteration 102Q (10206.080000 sec): 3 clusters
  Score: Raw -573861.497573 + Penalty 2794.301606 = -571067.195967
  nChanged 43
		SP:Iteration 103Q (10206.260000 sec): 3 clusters
  Score: Raw -573875.663711 + Penalty 2794.301606 = -571081.362106
  nChanged 48
		SP:Iteration 104Q (10206.480000 sec): 3 clusters
  Score: Raw -573892.996617 + Penalty 2794.301606 = -571098.695012
  nChanged 57
		SP:Iteration 105Q (10206.720000 sec): 3 clusters
  Score: Raw -573917.669972 + Penalty 2794.301606 = -571123.368366
  nChanged 76
		SP:Iteration 106Q (10206.920000 sec): 3 clusters
  Score: Raw -573959.055880 + Penalty 2794.301606 = -571164.754274
  nChanged 86
		SP:Iteration 107Q (10207.140000 sec): 3 clusters
  Score: Raw -574000.326043 + Penalty 2794.301606 = -571206.024437
  nChanged 80
		SP:Iteration 108Q (10207.380000 sec): 3 clusters
  Score: Raw -574045.427238 + Penalty 2794.301606 = -571251.125632
  nChanged 107
		SP:Iteration 109Q (10207.630000 sec): 3 clusters
  Score: Raw -574127.459901 + Penalty 2794.301606 = -571333.158295
  nChanged 138
		SP:Iteration 110Q (10207.830000 sec): 3 clusters
  Score: Raw -574232.045840 + Penalty 2794.301606 = -571437.744234
  nChanged 135
		SP:Iteration 111Q (10208.050000 sec): 3 clusters
  Score: Raw -574340.451658 + Penalty 2794.301606 = -571546.150052
  nChanged 151
		SP:Iteration 112Q (10208.240000 sec): 3 clusters
  Score: Raw -574457.144409 + Penalty 2794.301606 = -571662.842803
  nChanged 146
		SP:Iteration 113Q (10208.490000 sec): 3 clusters
  Score: Raw -574573.507115 + Penalty 2794.301606 = -571779.205509
  nChanged 145
		SP:Iteration 114Q (10208.680000 sec): 3 clusters
  Score: Raw -574717.605727 + Penalty 2794.301606 = -571923.304121
  nChanged 141
		SP:Iteration 115Q (10208.950000 sec): 3 clusters
  Score: Raw -574911.911811 + Penalty 2794.301606 = -572117.610206
  nChanged 134
		SP:Iteration 116Q (10209.160000 sec): 3 clusters
  Score: Raw -575106.228057 + Penalty 2794.301606 = -572311.926451
  nChanged 112
		SP:Iteration 117Q (10209.360000 sec): 3 clusters
  Score: Raw -575255.746750 + Penalty 2794.301606 = -572461.445144
  nChanged 77
		SP:Iteration 118Q (10209.580000 sec): 3 clusters
  Score: Raw -575336.398767 + Penalty 2794.301606 = -572542.097162
  nChanged 40
		SP:Iteration 119Q (10209.800000 sec): 3 clusters
  Score: Raw -575383.318972 + Penalty 2794.301606 = -572589.017366
  nChanged 38
		SP:Iteration 120F (10210.040000 sec): 3 clusters
  Score: Raw -575433.217225 + Penalty 2794.301606 = -572638.915619
  nChanged 30
		SP:Iteration 121Q (10210.290000 sec): 3 clusters
  Score: Raw -575451.419125 + Penalty 2794.301606 = -572657.117519
  nChanged 15
		SP:Iteration 122Q (10210.520000 sec): 3 clusters
  Score: Raw -575458.146924 + Penalty 2794.301606 = -572663.845318
  nChanged 9
		SP:Iteration 123Q (10210.770000 sec): 3 clusters
  Score: Raw -575460.892841 + Penalty 2794.301606 = -572666.591236
  nChanged 5
		SP:Iteration 124Q (10210.950000 sec): 3 clusters
  Score: Raw -575462.006978 + Penalty 2794.301606 = -572667.705373
  nChanged 2
		SP:Iteration 125Q (10211.130000 sec): 3 clusters
  Score: Raw -575462.508751 + Penalty 2794.301606 = -572668.207145
  nChanged 0
		SP:Iteration 126F (10211.340000 sec): 3 clusters
  Score: Raw -575462.508751 + Penalty 2794.301606 = -572668.207145
  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 8.59 GB.

 Trying to split cluster 25 (6212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10211.520000 sec): 2 clusters
  Score: Raw -651456.364089 + Penalty 1419.313705 = -650037.050384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10211.790000 sec): 3 clusters
  Score: Raw -648198.587145 + Penalty 2838.627410 = -645359.959735
  nChanged 2569
		SP:Iteration 1F (10211.960000 sec): 3 clusters
  Score: Raw -649573.765945 + Penalty 2838.627410 = -646735.138535
  nChanged 421
		SP:Iteration 2F (10212.200000 sec): 3 clusters
  Score: Raw -649762.763736 + Penalty 2838.627410 = -646924.136326
  nChanged 300
		SP:Iteration 3Q (10212.440000 sec): 3 clusters
  Score: Raw -649877.644032 + Penalty 2838.627410 = -647039.016622
  nChanged 207
		SP:Iteration 4Q (10212.670000 sec): 3 clusters
  Score: Raw -649955.234722 + Penalty 2838.627410 = -647116.607312
  nChanged 192
		SP:Iteration 5Q (10212.860000 sec): 3 clusters
  Score: Raw -650028.834577 + Penalty 2838.627410 = -647190.207167
  nChanged 173
		SP:Iteration 6Q (10213.060000 sec): 3 clusters
  Score: Raw -650096.655889 + Penalty 2838.627410 = -647258.028479
  nChanged 145
		SP:Iteration 7Q (10213.240000 sec): 3 clusters
  Score: Raw -650159.388156 + Penalty 2838.627410 = -647320.760746
  nChanged 159
		SP:Iteration 8Q (10213.470000 sec): 3 clusters
  Score: Raw -650238.516102 + Penalty 2838.627410 = -647399.888692
  nChanged 167
		SP:Iteration 9Q (10213.690000 sec): 3 clusters
  Score: Raw -650336.296103 + Penalty 2838.627410 = -647497.668693
  nChanged 192
		SP:Iteration 10Q (10213.880000 sec): 3 clusters
  Score: Raw -650449.517634 + Penalty 2838.627410 = -647610.890225
  nChanged 209
		SP:Iteration 11Q (10214.040000 sec): 3 clusters
  Score: Raw -650579.744172 + Penalty 2838.627410 = -647741.116762
  nChanged 204
		SP:Iteration 12Q (10214.270000 sec): 3 clusters
  Score: Raw -650743.080269 + Penalty 2838.627410 = -647904.452859
  nChanged 232
		SP:Iteration 13Q (10214.490000 sec): 3 clusters
  Score: Raw -650930.708620 + Penalty 2838.627410 = -648092.081210
  nChanged 217
		SP:Iteration 14Q (10214.660000 sec): 3 clusters
  Score: Raw -651094.124048 + Penalty 2838.627410 = -648255.496638
  nChanged 195
		SP:Iteration 15Q (10214.910000 sec): 3 clusters
  Score: Raw -651233.982580 + Penalty 2838.627410 = -648395.355171
  nChanged 157
		SP:Iteration 16Q (10215.070000 sec): 3 clusters
  Score: Raw -651348.109356 + Penalty 2838.627410 = -648509.481946
  nChanged 147
		SP:Iteration 17Q (10215.290000 sec): 3 clusters
  Score: Raw -651446.841318 + Penalty 2838.627410 = -648608.213909
  nChanged 119
		SP:Iteration 18Q (10215.460000 sec): 3 clusters
  Score: Raw -651519.062510 + Penalty 2838.627410 = -648680.435100
  nChanged 111
		SP:Iteration 19Q (10215.660000 sec): 3 clusters
  Score: Raw -651577.653692 + Penalty 2838.627410 = -648739.026283
  nChanged 77
		SP:Iteration 20F (10215.860000 sec): 3 clusters
  Score: Raw -651616.672259 + Penalty 2838.627410 = -648778.044849
  nChanged 63
		SP:Iteration 21Q (10216.090000 sec): 3 clusters
  Score: Raw -651647.185980 + Penalty 2838.627410 = -648808.558570
  nChanged 52
		SP:Iteration 22Q (10216.280000 sec): 3 clusters
  Score: Raw -651676.822380 + Penalty 2838.627410 = -648838.194970
  nChanged 38
		SP:Iteration 23Q (10216.510000 sec): 3 clusters
  Score: Raw -651693.754063 + Penalty 2838.627410 = -648855.126653
  nChanged 34
		SP:Iteration 24Q (10216.690000 sec): 3 clusters
  Score: Raw -651708.376103 + Penalty 2838.627410 = -648869.748693
  nChanged 33
		SP:Iteration 25Q (10216.880000 sec): 3 clusters
  Score: Raw -651719.164709 + Penalty 2838.627410 = -648880.537299
  nChanged 20
		SP:Iteration 26Q (10217.100000 sec): 3 clusters
  Score: Raw -651726.300631 + Penalty 2838.627410 = -648887.673221
  nChanged 19
		SP:Iteration 27Q (10217.310000 sec): 3 clusters
  Score: Raw -651733.619824 + Penalty 2838.627410 = -648894.992414
  nChanged 18
		SP:Iteration 28Q (10217.530000 sec): 3 clusters
  Score: Raw -651740.005834 + Penalty 2838.627410 = -648901.378424
  nChanged 14
		SP:Iteration 29Q (10217.690000 sec): 3 clusters
  Score: Raw -651745.119122 + Penalty 2838.627410 = -648906.491712
  nChanged 12
		SP:Iteration 30Q (10217.900000 sec): 3 clusters
  Score: Raw -651749.728986 + Penalty 2838.627410 = -648911.101576
  nChanged 13
		SP:Iteration 31Q (10218.160000 sec): 3 clusters
  Score: Raw -651755.415721 + Penalty 2838.627410 = -648916.788311
  nChanged 17
		SP:Iteration 32Q (10218.370000 sec): 3 clusters
  Score: Raw -651761.251521 + Penalty 2838.627410 = -648922.624112
  nChanged 13
		SP:Iteration 33Q (10218.600000 sec): 3 clusters
  Score: Raw -651765.621234 + Penalty 2838.627410 = -648926.993824
  nChanged 16
		SP:Iteration 34Q (10218.830000 sec): 3 clusters
  Score: Raw -651770.945805 + Penalty 2838.627410 = -648932.318395
  nChanged 15
		SP:Iteration 35Q (10219.020000 sec): 3 clusters
  Score: Raw -651776.244252 + Penalty 2838.627410 = -648937.616842
  nChanged 15
		SP:Iteration 36Q (10219.250000 sec): 3 clusters
  Score: Raw -651781.960774 + Penalty 2838.627410 = -648943.333364
  nChanged 17
		SP:Iteration 37Q (10219.460000 sec): 3 clusters
  Score: Raw -651788.417375 + Penalty 2838.627410 = -648949.789965
  nChanged 20
		SP:Iteration 38Q (10219.690000 sec): 3 clusters
  Score: Raw -651796.339186 + Penalty 2838.627410 = -648957.711777
  nChanged 17
		SP:Iteration 39Q (10219.940000 sec): 3 clusters
  Score: Raw -651804.027295 + Penalty 2838.627410 = -648965.399886
  nChanged 17
		SP:Iteration 40F (10220.160000 sec): 3 clusters
  Score: Raw -651809.456652 + Penalty 2838.627410 = -648970.829242
  nChanged 12
		SP:Iteration 41Q (10220.410000 sec): 3 clusters
  Score: Raw -651813.215775 + Penalty 2838.627410 = -648974.588365
  nChanged 13
		SP:Iteration 42Q (10220.600000 sec): 3 clusters
  Score: Raw -651818.488334 + Penalty 2838.627410 = -648979.860924
  nChanged 13
		SP:Iteration 43Q (10220.840000 sec): 3 clusters
  Score: Raw -651824.606870 + Penalty 2838.627410 = -648985.979460
  nChanged 15
		SP:Iteration 44Q (10221.000000 sec): 3 clusters
  Score: Raw -651829.106290 + Penalty 2838.627410 = -648990.478880
  nChanged 7
		SP:Iteration 45Q (10221.230000 sec): 3 clusters
  Score: Raw -651830.417153 + Penalty 2838.627410 = -648991.789743
  nChanged 3
		SP:Iteration 46Q (10221.400000 sec): 3 clusters
  Score: Raw -651831.107677 + Penalty 2838.627410 = -648992.480268
  nChanged 2
		SP:Iteration 47Q (10221.630000 sec): 3 clusters
  Score: Raw -651831.543819 + Penalty 2838.627410 = -648992.916409
  nChanged 4
		SP:Iteration 48Q (10221.840000 sec): 3 clusters
  Score: Raw -651832.188577 + Penalty 2838.627410 = -648993.561167
  nChanged 2
		SP:Iteration 49Q (10222.100000 sec): 3 clusters
  Score: Raw -651833.564512 + Penalty 2838.627410 = -648994.937102
  nChanged 2
		SP:Iteration 50Q (10222.310000 sec): 3 clusters
  Score: Raw -651833.999081 + Penalty 2838.627410 = -648995.371671
  nChanged 1
		SP:Iteration 51Q (10222.590000 sec): 3 clusters
  Score: Raw -651834.259320 + Penalty 2838.627410 = -648995.631911
  nChanged 0
		SP:Iteration 52F (10222.780000 sec): 3 clusters
  Score: Raw -651834.259320 + Penalty 2838.627410 = -648995.631911
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 26 (5185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10222.900000 sec): 2 clusters
  Score: Raw -476300.513790 + Penalty 1389.947832 = -474910.565958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10223.160000 sec): 3 clusters
  Score: Raw -473549.371647 + Penalty 2779.895664 = -470769.475982
  nChanged 2144
		SP:Iteration 1F (10223.400000 sec): 3 clusters
  Score: Raw -474802.746350 + Penalty 2779.895664 = -472022.850686
  nChanged 400
		SP:Iteration 2F (10223.590000 sec): 3 clusters
  Score: Raw -475044.287265 + Penalty 2779.895664 = -472264.391601
  nChanged 297
		SP:Iteration 3F (10223.820000 sec): 3 clusters
  Score: Raw -475223.598790 + Penalty 2779.895664 = -472443.703126
  nChanged 273
		SP:Iteration 4F (10223.980000 sec): 3 clusters
  Score: Raw -475407.388878 + Penalty 2779.895664 = -472627.493214
  nChanged 251
		SP:Iteration 5Q (10224.210000 sec): 3 clusters
  Score: Raw -475579.683320 + Penalty 2779.895664 = -472799.787656
  nChanged 226
		SP:Iteration 6Q (10224.450000 sec): 3 clusters
  Score: Raw -475775.741275 + Penalty 2779.895664 = -472995.845611
  nChanged 216
		SP:Iteration 7Q (10224.660000 sec): 3 clusters
  Score: Raw -475992.329755 + Penalty 2779.895664 = -473212.434091
  nChanged 203
		SP:Iteration 8Q (10224.870000 sec): 3 clusters
  Score: Raw -476211.219637 + Penalty 2779.895664 = -473431.323972
  nChanged 199
		SP:Iteration 9Q (10225.040000 sec): 3 clusters
  Score: Raw -476399.811435 + Penalty 2779.895664 = -473619.915771
  nChanged 186
		SP:Iteration 10Q (10225.200000 sec): 3 clusters
  Score: Raw -476552.060837 + Penalty 2779.895664 = -473772.165173
  nChanged 172
		SP:Iteration 11Q (10225.430000 sec): 3 clusters
  Score: Raw -476650.157245 + Penalty 2779.895664 = -473870.261580
  nChanged 133
		SP:Iteration 12Q (10225.600000 sec): 3 clusters
  Score: Raw -476720.439590 + Penalty 2779.895664 = -473940.543926
  nChanged 120
		SP:Iteration 13Q (10225.780000 sec): 3 clusters
  Score: Raw -476784.567801 + Penalty 2779.895664 = -474004.672137
  nChanged 103
		SP:Iteration 14Q (10226.010000 sec): 3 clusters
  Score: Raw -476839.904977 + Penalty 2779.895664 = -474060.009312
  nChanged 99
		SP:Iteration 15Q (10226.220000 sec): 3 clusters
  Score: Raw -476892.754535 + Penalty 2779.895664 = -474112.858871
  nChanged 84
		SP:Iteration 16Q (10226.450000 sec): 3 clusters
  Score: Raw -476935.185046 + Penalty 2779.895664 = -474155.289381
  nChanged 67
		SP:Iteration 17Q (10226.670000 sec): 3 clusters
  Score: Raw -476966.610543 + Penalty 2779.895664 = -474186.714879
  nChanged 55
		SP:Iteration 18Q (10226.850000 sec): 3 clusters
  Score: Raw -476991.885797 + Penalty 2779.895664 = -474211.990133
  nChanged 51
		SP:Iteration 19Q (10227.070000 sec): 3 clusters
  Score: Raw -477011.682565 + Penalty 2779.895664 = -474231.786901
  nChanged 45
		SP:Iteration 20F (10227.260000 sec): 3 clusters
  Score: Raw -477027.887033 + Penalty 2779.895664 = -474247.991369
  nChanged 43
		SP:Iteration 21Q (10227.450000 sec): 3 clusters
  Score: Raw -477048.300911 + Penalty 2779.895664 = -474268.405247
  nChanged 48
		SP:Iteration 22Q (10227.620000 sec): 3 clusters
  Score: Raw -477072.951833 + Penalty 2779.895664 = -474293.056169
  nChanged 47
		SP:Iteration 23Q (10227.800000 sec): 3 clusters
  Score: Raw -477094.336288 + Penalty 2779.895664 = -474314.440624
  nChanged 44
		SP:Iteration 24Q (10228.020000 sec): 3 clusters
  Score: Raw -477111.195797 + Penalty 2779.895664 = -474331.300133
  nChanged 31
		SP:Iteration 25Q (10228.190000 sec): 3 clusters
  Score: Raw -477123.650386 + Penalty 2779.895664 = -474343.754722
  nChanged 37
		SP:Iteration 26Q (10228.380000 sec): 3 clusters
  Score: Raw -477136.991168 + Penalty 2779.895664 = -474357.095504
  nChanged 38
		SP:Iteration 27Q (10228.630000 sec): 3 clusters
  Score: Raw -477151.016089 + Penalty 2779.895664 = -474371.120425
  nChanged 23
		SP:Iteration 28Q (10228.810000 sec): 3 clusters
  Score: Raw -477160.113748 + Penalty 2779.895664 = -474380.218084
  nChanged 24
		SP:Iteration 29Q (10229.050000 sec): 3 clusters
  Score: Raw -477169.441892 + Penalty 2779.895664 = -474389.546227
  nChanged 20
		SP:Iteration 30Q (10229.260000 sec): 3 clusters
  Score: Raw -477176.775107 + Penalty 2779.895664 = -474396.879443
  nChanged 21
		SP:Iteration 31Q (10229.420000 sec): 3 clusters
  Score: Raw -477187.909583 + Penalty 2779.895664 = -474408.013918
  nChanged 28
		SP:Iteration 32Q (10229.630000 sec): 3 clusters
  Score: Raw -477200.974736 + Penalty 2779.895664 = -474421.079072
  nChanged 28
		SP:Iteration 33Q (10229.780000 sec): 3 clusters
  Score: Raw -477216.526335 + Penalty 2779.895664 = -474436.630671
  nChanged 27
		SP:Iteration 34Q (10229.970000 sec): 3 clusters
  Score: Raw -477228.983180 + Penalty 2779.895664 = -474449.087516
  nChanged 28
		SP:Iteration 35Q (10230.150000 sec): 3 clusters
  Score: Raw -477239.521022 + Penalty 2779.895664 = -474459.625358
  nChanged 30
		SP:Iteration 36Q (10230.410000 sec): 3 clusters
  Score: Raw -477257.498535 + Penalty 2779.895664 = -474477.602871
  nChanged 32
		SP:Iteration 37Q (10230.570000 sec): 3 clusters
  Score: Raw -477274.947190 + Penalty 2779.895664 = -474495.051526
  nChanged 33
		SP:Iteration 38Q (10230.750000 sec): 3 clusters
  Score: Raw -477299.573902 + Penalty 2779.895664 = -474519.678238
  nChanged 35
		SP:Iteration 39Q (10230.940000 sec): 3 clusters
  Score: Raw -477320.202295 + Penalty 2779.895664 = -474540.306631
  nChanged 21
		SP:Iteration 40F (10231.170000 sec): 3 clusters
  Score: Raw -477334.837432 + Penalty 2779.895664 = -474554.941768
  nChanged 24
		SP:Iteration 41Q (10231.310000 sec): 3 clusters
  Score: Raw -477345.991083 + Penalty 2779.895664 = -474566.095419
  nChanged 19
		SP:Iteration 42Q (10231.510000 sec): 3 clusters
  Score: Raw -477355.116949 + Penalty 2779.895664 = -474575.221285
  nChanged 18
		SP:Iteration 43Q (10231.680000 sec): 3 clusters
  Score: Raw -477362.429980 + Penalty 2779.895664 = -474582.534316
  nChanged 21
		SP:Iteration 44Q (10231.890000 sec): 3 clusters
  Score: Raw -477369.063410 + Penalty 2779.895664 = -474589.167746
  nChanged 13
		SP:Iteration 45Q (10232.090000 sec): 3 clusters
  Score: Raw -477371.882100 + Penalty 2779.895664 = -474591.986435
  nChanged 7
		SP:Iteration 46Q (10232.270000 sec): 3 clusters
  Score: Raw -477373.105587 + Penalty 2779.895664 = -474593.209923
  nChanged 2
		SP:Iteration 47Q (10232.470000 sec): 3 clusters
  Score: Raw -477373.618957 + Penalty 2779.895664 = -474593.723293
  nChanged 0
		SP:Iteration 48F (10232.670000 sec): 3 clusters
  Score: Raw -477373.618957 + Penalty 2779.895664 = -474593.723293
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 27 (5394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10232.810000 sec): 2 clusters
  Score: Raw -556505.426218 + Penalty 1396.369407 = -555109.056811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10232.960000 sec): 3 clusters
  Score: Raw -553695.979675 + Penalty 2792.738814 = -550903.240861
  nChanged 2141
		SP:Iteration 1F (10233.180000 sec): 3 clusters
  Score: Raw -554855.779351 + Penalty 2792.738814 = -552063.040537
  nChanged 427
		SP:Iteration 2F (10233.370000 sec): 3 clusters
  Score: Raw -555084.580353 + Penalty 2792.738814 = -552291.841539
  nChanged 320
		SP:Iteration 3F (10233.620000 sec): 3 clusters
  Score: Raw -555254.860070 + Penalty 2792.738814 = -552462.121256
  nChanged 274
		SP:Iteration 4F (10233.790000 sec): 3 clusters
  Score: Raw -555413.376783 + Penalty 2792.738814 = -552620.637969
  nChanged 272
		SP:Iteration 5F (10233.990000 sec): 3 clusters
  Score: Raw -555583.234450 + Penalty 2792.738814 = -552790.495636
  nChanged 261
		SP:Iteration 6Q (10234.250000 sec): 3 clusters
  Score: Raw -555758.887318 + Penalty 2792.738814 = -552966.148504
  nChanged 258
		SP:Iteration 7Q (10234.470000 sec): 3 clusters
  Score: Raw -555914.152711 + Penalty 2792.738814 = -553121.413897
  nChanged 209
		SP:Iteration 8Q (10234.610000 sec): 3 clusters
  Score: Raw -556029.215782 + Penalty 2792.738814 = -553236.476969
  nChanged 176
		SP:Iteration 9Q (10234.870000 sec): 3 clusters
  Score: Raw -556127.387897 + Penalty 2792.738814 = -553334.649083
  nChanged 142
		SP:Iteration 10Q (10235.040000 sec): 3 clusters
  Score: Raw -556211.083075 + Penalty 2792.738814 = -553418.344261
  nChanged 128
		SP:Iteration 11Q (10235.260000 sec): 3 clusters
  Score: Raw -556274.530426 + Penalty 2792.738814 = -553481.791613
  nChanged 88
		SP:Iteration 12Q (10235.460000 sec): 3 clusters
  Score: Raw -556320.818939 + Penalty 2792.738814 = -553528.080125
  nChanged 80
		SP:Iteration 13Q (10235.650000 sec): 3 clusters
  Score: Raw -556364.389824 + Penalty 2792.738814 = -553571.651010
  nChanged 72
		SP:Iteration 14Q (10235.840000 sec): 3 clusters
  Score: Raw -556405.523196 + Penalty 2792.738814 = -553612.784382
  nChanged 68
		SP:Iteration 15Q (10236.030000 sec): 3 clusters
  Score: Raw -556445.640719 + Penalty 2792.738814 = -553652.901905
  nChanged 76
		SP:Iteration 16Q (10236.240000 sec): 3 clusters
  Score: Raw -556493.794620 + Penalty 2792.738814 = -553701.055806
  nChanged 72
		SP:Iteration 17Q (10236.440000 sec): 3 clusters
  Score: Raw -556542.239954 + Penalty 2792.738814 = -553749.501140
  nChanged 62
		SP:Iteration 18Q (10236.650000 sec): 3 clusters
  Score: Raw -556583.217860 + Penalty 2792.738814 = -553790.479046
  nChanged 53
		SP:Iteration 19Q (10236.830000 sec): 3 clusters
  Score: Raw -556616.210451 + Penalty 2792.738814 = -553823.471638
  nChanged 41
		SP:Iteration 20F (10237.050000 sec): 3 clusters
  Score: Raw -556636.130789 + Penalty 2792.738814 = -553843.391976
  nChanged 31
		SP:Iteration 21Q (10237.250000 sec): 3 clusters
  Score: Raw -556651.740094 + Penalty 2792.738814 = -553859.001280
  nChanged 24
		SP:Iteration 22Q (10237.470000 sec): 3 clusters
  Score: Raw -556666.080698 + Penalty 2792.738814 = -553873.341884
  nChanged 21
		SP:Iteration 23Q (10237.710000 sec): 3 clusters
  Score: Raw -556678.047422 + Penalty 2792.738814 = -553885.308609
  nChanged 24
		SP:Iteration 24Q (10237.980000 sec): 3 clusters
  Score: Raw -556692.561328 + Penalty 2792.738814 = -553899.822514
  nChanged 17
		SP:Iteration 25Q (10238.190000 sec): 3 clusters
  Score: Raw -556704.820163 + Penalty 2792.738814 = -553912.081350
  nChanged 16
		SP:Iteration 26Q (10238.400000 sec): 3 clusters
  Score: Raw -556716.066754 + Penalty 2792.738814 = -553923.327940
  nChanged 21
		SP:Iteration 27Q (10238.580000 sec): 3 clusters
  Score: Raw -556727.976808 + Penalty 2792.738814 = -553935.237995
  nChanged 18
		SP:Iteration 28Q (10238.760000 sec): 3 clusters
  Score: Raw -556737.446578 + Penalty 2792.738814 = -553944.707764
  nChanged 13
		SP:Iteration 29Q (10238.980000 sec): 3 clusters
  Score: Raw -556745.532363 + Penalty 2792.738814 = -553952.793550
  nChanged 10
		SP:Iteration 30Q (10239.170000 sec): 3 clusters
  Score: Raw -556750.993860 + Penalty 2792.738814 = -553958.255046
  nChanged 7
		SP:Iteration 31Q (10239.380000 sec): 3 clusters
  Score: Raw -556754.936054 + Penalty 2792.738814 = -553962.197240
  nChanged 11
		SP:Iteration 32Q (10239.610000 sec): 3 clusters
  Score: Raw -556761.515209 + Penalty 2792.738814 = -553968.776395
  nChanged 6
		SP:Iteration 33Q (10239.880000 sec): 3 clusters
  Score: Raw -556763.249228 + Penalty 2792.738814 = -553970.510414
  nChanged 3
		SP:Iteration 34Q (10240.080000 sec): 3 clusters
  Score: Raw -556765.523766 + Penalty 2792.738814 = -553972.784953
  nChanged 5
		SP:Iteration 35Q (10240.280000 sec): 3 clusters
  Score: Raw -556769.601247 + Penalty 2792.738814 = -553976.862433
  nChanged 4
		SP:Iteration 36Q (10240.540000 sec): 3 clusters
  Score: Raw -556772.727537 + Penalty 2792.738814 = -553979.988723
  nChanged 5
		SP:Iteration 37Q (10240.730000 sec): 3 clusters
  Score: Raw -556776.692063 + Penalty 2792.738814 = -553983.953249
  nChanged 7
		SP:Iteration 38Q (10240.890000 sec): 3 clusters
  Score: Raw -556781.980664 + Penalty 2792.738814 = -553989.241850
  nChanged 10
		SP:Iteration 39Q (10241.150000 sec): 3 clusters
  Score: Raw -556787.750796 + Penalty 2792.738814 = -553995.011982
  nChanged 11
		SP:Iteration 40F (10241.380000 sec): 3 clusters
  Score: Raw -556795.848070 + Penalty 2792.738814 = -554003.109256
  nChanged 6
		SP:Iteration 41Q (10241.580000 sec): 3 clusters
  Score: Raw -556801.316105 + Penalty 2792.738814 = -554008.577291
  nChanged 8
		SP:Iteration 42Q (10241.830000 sec): 3 clusters
  Score: Raw -556805.213725 + Penalty 2792.738814 = -554012.474911
  nChanged 3
		SP:Iteration 43Q (10241.990000 sec): 3 clusters
  Score: Raw -556807.101312 + Penalty 2792.738814 = -554014.362498
  nChanged 4
		SP:Iteration 44Q (10242.200000 sec): 3 clusters
  Score: Raw -556809.753409 + Penalty 2792.738814 = -554017.014596
  nChanged 7
		SP:Iteration 45Q (10242.430000 sec): 3 clusters
  Score: Raw -556813.590663 + Penalty 2792.738814 = -554020.851849
  nChanged 2
		SP:Iteration 46Q (10242.630000 sec): 3 clusters
  Score: Raw -556814.603339 + Penalty 2792.738814 = -554021.864525
  nChanged 3
		SP:Iteration 47Q (10242.870000 sec): 3 clusters
  Score: Raw -556815.726400 + Penalty 2792.738814 = -554022.987586
  nChanged 0
		SP:Iteration 48F (10243.080000 sec): 3 clusters
  Score: Raw -556815.726400 + Penalty 2792.738814 = -554022.987586
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 28 (12271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10243.210000 sec): 2 clusters
  Score: Raw -1292571.086256 + Penalty 1529.936531 = -1291041.149726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10243.510000 sec): 3 clusters
  Score: Raw -1285291.940802 + Penalty 3059.873061 = -1282232.067741
  nChanged 5425
		SP:Iteration 1F (10243.730000 sec): 3 clusters
  Score: Raw -1288374.639458 + Penalty 3059.873061 = -1285314.766397
  nChanged 703
		SP:Iteration 2F (10243.990000 sec): 3 clusters
  Score: Raw -1288695.673132 + Penalty 3059.873061 = -1285635.800071
  nChanged 645
		SP:Iteration 3F (10244.210000 sec): 3 clusters
  Score: Raw -1288952.618463 + Penalty 3059.873061 = -1285892.745402
  nChanged 536
		SP:Iteration 4Q (10244.470000 sec): 3 clusters
  Score: Raw -1289164.028184 + Penalty 3059.873061 = -1286104.155123
  nChanged 478
		SP:Iteration 5Q (10244.730000 sec): 3 clusters
  Score: Raw -1289346.581706 + Penalty 3059.873061 = -1286286.708645
  nChanged 458
		SP:Iteration 6Q (10245.010000 sec): 3 clusters
  Score: Raw -1289532.658496 + Penalty 3059.873061 = -1286472.785435
  nChanged 448
		SP:Iteration 7Q (10245.280000 sec): 3 clusters
  Score: Raw -1289727.931503 + Penalty 3059.873061 = -1286668.058442
  nChanged 431
		SP:Iteration 8Q (10245.520000 sec): 3 clusters
  Score: Raw -1289939.242507 + Penalty 3059.873061 = -1286879.369446
  nChanged 474
		SP:Iteration 9Q (10245.750000 sec): 3 clusters
  Score: Raw -1290204.561546 + Penalty 3059.873061 = -1287144.688485
  nChanged 492
		SP:Iteration 10Q (10246.030000 sec): 3 clusters
  Score: Raw -1290489.179680 + Penalty 3059.873061 = -1287429.306619
  nChanged 539
		SP:Iteration 11Q (10246.270000 sec): 3 clusters
  Score: Raw -1290822.854520 + Penalty 3059.873061 = -1287762.981459
  nChanged 515
		SP:Iteration 12Q (10246.540000 sec): 3 clusters
  Score: Raw -1291155.079957 + Penalty 3059.873061 = -1288095.206896
  nChanged 488
		SP:Iteration 13Q (10246.770000 sec): 3 clusters
  Score: Raw -1291482.293922 + Penalty 3059.873061 = -1288422.420861
  nChanged 470
		SP:Iteration 14Q (10247.010000 sec): 3 clusters
  Score: Raw -1291853.235870 + Penalty 3059.873061 = -1288793.362809
  nChanged 466
		SP:Iteration 15Q (10247.250000 sec): 3 clusters
  Score: Raw -1292341.485721 + Penalty 3059.873061 = -1289281.612660
  nChanged 506
		SP:Iteration 16Q (10247.500000 sec): 3 clusters
  Score: Raw -1293063.514183 + Penalty 3059.873061 = -1290003.641122
  nChanged 503
		SP:Iteration 17Q (10247.740000 sec): 3 clusters
  Score: Raw -1294034.900261 + Penalty 3059.873061 = -1290975.027200
  nChanged 458
		SP:Iteration 18Q (10247.960000 sec): 3 clusters
  Score: Raw -1294737.109432 + Penalty 3059.873061 = -1291677.236371
  nChanged 345
		SP:Iteration 19Q (10248.220000 sec): 3 clusters
  Score: Raw -1295132.030578 + Penalty 3059.873061 = -1292072.157516
  nChanged 227
		SP:Iteration 20F (10248.440000 sec): 3 clusters
  Score: Raw -1295343.289823 + Penalty 3059.873061 = -1292283.416762
  nChanged 150
		SP:Iteration 21Q (10248.670000 sec): 3 clusters
  Score: Raw -1295467.398374 + Penalty 3059.873061 = -1292407.525313
  nChanged 124
		SP:Iteration 22Q (10248.940000 sec): 3 clusters
  Score: Raw -1295539.231479 + Penalty 3059.873061 = -1292479.358418
  nChanged 83
		SP:Iteration 23Q (10249.150000 sec): 3 clusters
  Score: Raw -1295570.619309 + Penalty 3059.873061 = -1292510.746248
  nChanged 52
		SP:Iteration 24Q (10249.460000 sec): 3 clusters
  Score: Raw -1295583.124634 + Penalty 3059.873061 = -1292523.251573
  nChanged 32
		SP:Iteration 25Q (10249.740000 sec): 3 clusters
  Score: Raw -1295589.158706 + Penalty 3059.873061 = -1292529.285645
  nChanged 18
		SP:Iteration 26Q (10250.000000 sec): 3 clusters
  Score: Raw -1295591.669207 + Penalty 3059.873061 = -1292531.796146
  nChanged 13
		SP:Iteration 27Q (10250.230000 sec): 3 clusters
  Score: Raw -1295593.582657 + Penalty 3059.873061 = -1292533.709596
  nChanged 8
		SP:Iteration 28Q (10250.500000 sec): 3 clusters
  Score: Raw -1295594.498736 + Penalty 3059.873061 = -1292534.625675
  nChanged 7
		SP:Iteration 29Q (10250.710000 sec): 3 clusters
  Score: Raw -1295595.237605 + Penalty 3059.873061 = -1292535.364544
  nChanged 4
		SP:Iteration 30Q (10250.950000 sec): 3 clusters
  Score: Raw -1295595.566110 + Penalty 3059.873061 = -1292535.693049
  nChanged 2
		SP:Iteration 31Q (10251.180000 sec): 3 clusters
  Score: Raw -1295595.710502 + Penalty 3059.873061 = -1292535.837441
  nChanged 2
		SP:Iteration 32Q (10251.490000 sec): 3 clusters
  Score: Raw -1295595.899841 + Penalty 3059.873061 = -1292536.026780
  nChanged 1
		SP:Iteration 33Q (10251.710000 sec): 3 clusters
  Score: Raw -1295595.990065 + Penalty 3059.873061 = -1292536.117004
  nChanged 0
		SP:Iteration 34F (10251.990000 sec): 3 clusters
  Score: Raw -1295595.990065 + Penalty 3059.873061 = -1292536.117004
  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 8.59 GB.

 Trying to split cluster 29 (7874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10252.100000 sec): 2 clusters
  Score: Raw -813792.737039 + Penalty 1457.839739 = -812334.897300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10252.260000 sec): 3 clusters
  Score: Raw -809462.019951 + Penalty 2915.679478 = -806546.340472
  nChanged 3328
		SP:Iteration 1F (10252.520000 sec): 3 clusters
  Score: Raw -811428.488091 + Penalty 2915.679478 = -808512.808613
  nChanged 568
		SP:Iteration 2F (10252.810000 sec): 3 clusters
  Score: Raw -811732.849712 + Penalty 2915.679478 = -808817.170234
  nChanged 483
		SP:Iteration 3F (10252.990000 sec): 3 clusters
  Score: Raw -812039.781701 + Penalty 2915.679478 = -809124.102223
  nChanged 430
		SP:Iteration 4F (10253.180000 sec): 3 clusters
  Score: Raw -812329.936537 + Penalty 2915.679478 = -809414.257059
  nChanged 407
		SP:Iteration 5F (10253.410000 sec): 3 clusters
  Score: Raw -812624.052622 + Penalty 2915.679478 = -809708.373144
  nChanged 370
		SP:Iteration 6Q (10253.620000 sec): 3 clusters
  Score: Raw -812876.612328 + Penalty 2915.679478 = -809960.932850
  nChanged 315
		SP:Iteration 7Q (10253.820000 sec): 3 clusters
  Score: Raw -813049.581372 + Penalty 2915.679478 = -810133.901893
  nChanged 270
		SP:Iteration 8Q (10254.020000 sec): 3 clusters
  Score: Raw -813177.917746 + Penalty 2915.679478 = -810262.238268
  nChanged 220
		SP:Iteration 9Q (10254.240000 sec): 3 clusters
  Score: Raw -813275.825551 + Penalty 2915.679478 = -810360.146073
  nChanged 186
		SP:Iteration 10Q (10254.440000 sec): 3 clusters
  Score: Raw -813361.306325 + Penalty 2915.679478 = -810445.626847
  nChanged 167
		SP:Iteration 11Q (10254.650000 sec): 3 clusters
  Score: Raw -813438.480173 + Penalty 2915.679478 = -810522.800694
  nChanged 162
		SP:Iteration 12Q (10254.820000 sec): 3 clusters
  Score: Raw -813509.444369 + Penalty 2915.679478 = -810593.764891
  nChanged 119
		SP:Iteration 13Q (10255.010000 sec): 3 clusters
  Score: Raw -813553.313345 + Penalty 2915.679478 = -810637.633867
  nChanged 117
		SP:Iteration 14Q (10255.250000 sec): 3 clusters
  Score: Raw -813593.324912 + Penalty 2915.679478 = -810677.645434
  nChanged 94
		SP:Iteration 15Q (10255.440000 sec): 3 clusters
  Score: Raw -813629.379092 + Penalty 2915.679478 = -810713.699614
  nChanged 92
		SP:Iteration 16Q (10255.640000 sec): 3 clusters
  Score: Raw -813661.402387 + Penalty 2915.679478 = -810745.722908
  nChanged 79
		SP:Iteration 17Q (10255.860000 sec): 3 clusters
  Score: Raw -813686.849110 + Penalty 2915.679478 = -810771.169632
  nChanged 78
		SP:Iteration 18Q (10256.040000 sec): 3 clusters
  Score: Raw -813711.494683 + Penalty 2915.679478 = -810795.815205
  nChanged 80
		SP:Iteration 19Q (10256.250000 sec): 3 clusters
  Score: Raw -813733.281247 + Penalty 2915.679478 = -810817.601769
  nChanged 77
		SP:Iteration 20F (10256.440000 sec): 3 clusters
  Score: Raw -813755.950685 + Penalty 2915.679478 = -810840.271207
  nChanged 67
		SP:Iteration 21Q (10256.640000 sec): 3 clusters
  Score: Raw -813775.657885 + Penalty 2915.679478 = -810859.978407
  nChanged 64
		SP:Iteration 22Q (10256.900000 sec): 3 clusters
  Score: Raw -813793.175777 + Penalty 2915.679478 = -810877.496299
  nChanged 68
		SP:Iteration 23Q (10257.090000 sec): 3 clusters
  Score: Raw -813816.227238 + Penalty 2915.679478 = -810900.547760
  nChanged 67
		SP:Iteration 24Q (10257.300000 sec): 3 clusters
  Score: Raw -813835.414099 + Penalty 2915.679478 = -810919.734621
  nChanged 61
		SP:Iteration 25Q (10257.550000 sec): 3 clusters
  Score: Raw -813853.940839 + Penalty 2915.679478 = -810938.261360
  nChanged 54
		SP:Iteration 26Q (10257.760000 sec): 3 clusters
  Score: Raw -813866.297929 + Penalty 2915.679478 = -810950.618451
  nChanged 39
		SP:Iteration 27Q (10257.920000 sec): 3 clusters
  Score: Raw -813874.028729 + Penalty 2915.679478 = -810958.349251
  nChanged 46
		SP:Iteration 28Q (10258.120000 sec): 3 clusters
  Score: Raw -813884.175953 + Penalty 2915.679478 = -810968.496475
  nChanged 35
		SP:Iteration 29Q (10258.320000 sec): 3 clusters
  Score: Raw -813891.087836 + Penalty 2915.679478 = -810975.408358
  nChanged 26
		SP:Iteration 30Q (10258.540000 sec): 3 clusters
  Score: Raw -813897.297203 + Penalty 2915.679478 = -810981.617725
  nChanged 27
		SP:Iteration 31Q (10258.740000 sec): 3 clusters
  Score: Raw -813904.066238 + Penalty 2915.679478 = -810988.386760
  nChanged 21
		SP:Iteration 32Q (10258.930000 sec): 3 clusters
  Score: Raw -813907.514675 + Penalty 2915.679478 = -810991.835197
  nChanged 21
		SP:Iteration 33Q (10259.180000 sec): 3 clusters
  Score: Raw -813911.804818 + Penalty 2915.679478 = -810996.125340
  nChanged 22
		SP:Iteration 34Q (10259.420000 sec): 3 clusters
  Score: Raw -813916.175821 + Penalty 2915.679478 = -811000.496343
  nChanged 18
		SP:Iteration 35Q (10259.620000 sec): 3 clusters
  Score: Raw -813919.375362 + Penalty 2915.679478 = -811003.695884
  nChanged 19
		SP:Iteration 36Q (10259.820000 sec): 3 clusters
  Score: Raw -813922.034668 + Penalty 2915.679478 = -811006.355190
  nChanged 17
		SP:Iteration 37Q (10260.060000 sec): 3 clusters
  Score: Raw -813924.505651 + Penalty 2915.679478 = -811008.826172
  nChanged 12
		SP:Iteration 38Q (10260.260000 sec): 3 clusters
  Score: Raw -813926.038540 + Penalty 2915.679478 = -811010.359062
  nChanged 17
		SP:Iteration 39Q (10260.450000 sec): 3 clusters
  Score: Raw -813928.385394 + Penalty 2915.679478 = -811012.705915
  nChanged 11
		SP:Iteration 40F (10260.660000 sec): 3 clusters
  Score: Raw -813930.815930 + Penalty 2915.679478 = -811015.136451
  nChanged 17
		SP:Iteration 41Q (10260.870000 sec): 3 clusters
  Score: Raw -813932.832969 + Penalty 2915.679478 = -811017.153491
  nChanged 14
		SP:Iteration 42Q (10261.120000 sec): 3 clusters
  Score: Raw -813934.772749 + Penalty 2915.679478 = -811019.093271
  nChanged 13
		SP:Iteration 43Q (10261.360000 sec): 3 clusters
  Score: Raw -813936.195728 + Penalty 2915.679478 = -811020.516250
  nChanged 8
		SP:Iteration 44Q (10261.570000 sec): 3 clusters
  Score: Raw -813936.986831 + Penalty 2915.679478 = -811021.307353
  nChanged 7
		SP:Iteration 45Q (10261.810000 sec): 3 clusters
  Score: Raw -813937.703015 + Penalty 2915.679478 = -811022.023537
  nChanged 5
		SP:Iteration 46Q (10262.020000 sec): 3 clusters
  Score: Raw -813938.416060 + Penalty 2915.679478 = -811022.736582
  nChanged 5
		SP:Iteration 47Q (10262.230000 sec): 3 clusters
  Score: Raw -813939.120050 + Penalty 2915.679478 = -811023.440572
  nChanged 3
		SP:Iteration 48Q (10262.480000 sec): 3 clusters
  Score: Raw -813939.372611 + Penalty 2915.679478 = -811023.693132
  nChanged 1
		SP:Iteration 49Q (10262.740000 sec): 3 clusters
  Score: Raw -813939.422191 + Penalty 2915.679478 = -811023.742713
  nChanged 0
		SP:Iteration 50F (10262.960000 sec): 3 clusters
  Score: Raw -813939.422191 + Penalty 2915.679478 = -811023.742713
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 30 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10263.080000 sec): 2 clusters
  Score: Raw -156496.815230 + Penalty 1184.339715 = -155312.475515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10263.260000 sec): 3 clusters
  Score: Raw -155955.756017 + Penalty 2368.679430 = -153587.076587
  nChanged 482
		SP:Iteration 1F (10263.420000 sec): 3 clusters
  Score: Raw -156293.419801 + Penalty 2368.679430 = -153924.740371
  nChanged 100
		SP:Iteration 2F (10263.580000 sec): 3 clusters
  Score: Raw -156373.607087 + Penalty 2368.679430 = -154004.927657
  nChanged 55
		SP:Iteration 3Q (10263.740000 sec): 3 clusters
  Score: Raw -156419.043212 + Penalty 2368.679430 = -154050.363781
  nChanged 32
		SP:Iteration 4Q (10263.940000 sec): 3 clusters
  Score: Raw -156442.191471 + Penalty 2368.679430 = -154073.512040
  nChanged 24
		SP:Iteration 5Q (10264.140000 sec): 3 clusters
  Score: Raw -156456.240137 + Penalty 2368.679430 = -154087.560707
  nChanged 18
		SP:Iteration 6Q (10264.320000 sec): 3 clusters
  Score: Raw -156474.311028 + Penalty 2368.679430 = -154105.631598
  nChanged 19
		SP:Iteration 7Q (10264.500000 sec): 3 clusters
  Score: Raw -156487.938222 + Penalty 2368.679430 = -154119.258791
  nChanged 15
		SP:Iteration 8Q (10264.730000 sec): 3 clusters
  Score: Raw -156497.855603 + Penalty 2368.679430 = -154129.176173
  nChanged 9
		SP:Iteration 9Q (10264.900000 sec): 3 clusters
  Score: Raw -156501.941874 + Penalty 2368.679430 = -154133.262444
  nChanged 6
		SP:Iteration 10Q (10265.080000 sec): 3 clusters
  Score: Raw -156505.500637 + Penalty 2368.679430 = -154136.821207
  nChanged 3
		SP:Iteration 11Q (10265.300000 sec): 3 clusters
  Score: Raw -156507.395288 + Penalty 2368.679430 = -154138.715858
  nChanged 3
		SP:Iteration 12Q (10265.470000 sec): 3 clusters
  Score: Raw -156509.103503 + Penalty 2368.679430 = -154140.424073
  nChanged 3
		SP:Iteration 13Q (10265.610000 sec): 3 clusters
  Score: Raw -156511.367685 + Penalty 2368.679430 = -154142.688255
  nChanged 5
		SP:Iteration 14Q (10265.760000 sec): 3 clusters
  Score: Raw -156514.626345 + Penalty 2368.679430 = -154145.946914
  nChanged 2
		SP:Iteration 15Q (10265.900000 sec): 3 clusters
  Score: Raw -156516.644069 + Penalty 2368.679430 = -154147.964638
  nChanged 4
		SP:Iteration 16Q (10266.050000 sec): 3 clusters
  Score: Raw -156518.554524 + Penalty 2368.679430 = -154149.875094
  nChanged 1
		SP:Iteration 17Q (10266.230000 sec): 3 clusters
  Score: Raw -156519.423122 + Penalty 2368.679430 = -154150.743692
  nChanged 0
		SP:Iteration 18F (10266.460000 sec): 3 clusters
  Score: Raw -156519.423122 + Penalty 2368.679430 = -154150.743692
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 31 (4937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10266.580000 sec): 2 clusters
  Score: Raw -411639.856761 + Penalty 1381.983385 = -410257.873376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10266.750000 sec): 3 clusters
  Score: Raw -409112.589939 + Penalty 2763.966770 = -406348.623169
  nChanged 2046
		SP:Iteration 1F (10266.950000 sec): 3 clusters
  Score: Raw -410519.825666 + Penalty 2763.966770 = -407755.858896
  nChanged 447
		SP:Iteration 2F (10267.160000 sec): 3 clusters
  Score: Raw -410835.829693 + Penalty 2763.966770 = -408071.862923
  nChanged 268
		SP:Iteration 3F (10267.350000 sec): 3 clusters
  Score: Raw -410970.598735 + Penalty 2763.966770 = -408206.631965
  nChanged 194
		SP:Iteration 4Q (10267.540000 sec): 3 clusters
  Score: Raw -411062.859142 + Penalty 2763.966770 = -408298.892372
  nChanged 153
		SP:Iteration 5Q (10267.710000 sec): 3 clusters
  Score: Raw -411130.592131 + Penalty 2763.966770 = -408366.625361
  nChanged 121
		SP:Iteration 6Q (10267.880000 sec): 3 clusters
  Score: Raw -411178.478394 + Penalty 2763.966770 = -408414.511624
  nChanged 94
		SP:Iteration 7Q (10268.070000 sec): 3 clusters
  Score: Raw -411218.812474 + Penalty 2763.966770 = -408454.845704
  nChanged 80
		SP:Iteration 8Q (10268.270000 sec): 3 clusters
  Score: Raw -411251.770705 + Penalty 2763.966770 = -408487.803935
  nChanged 67
		SP:Iteration 9Q (10268.490000 sec): 3 clusters
  Score: Raw -411283.216957 + Penalty 2763.966770 = -408519.250187
  nChanged 70
		SP:Iteration 10Q (10268.690000 sec): 3 clusters
  Score: Raw -411323.337125 + Penalty 2763.966770 = -408559.370355
  nChanged 78
		SP:Iteration 11Q (10268.890000 sec): 3 clusters
  Score: Raw -411357.856326 + Penalty 2763.966770 = -408593.889556
  nChanged 73
		SP:Iteration 12Q (10269.110000 sec): 3 clusters
  Score: Raw -411387.485050 + Penalty 2763.966770 = -408623.518280
  nChanged 70
		SP:Iteration 13Q (10269.270000 sec): 3 clusters
  Score: Raw -411412.959200 + Penalty 2763.966770 = -408648.992430
  nChanged 52
		SP:Iteration 14Q (10269.470000 sec): 3 clusters
  Score: Raw -411431.427329 + Penalty 2763.966770 = -408667.460559
  nChanged 54
		SP:Iteration 15Q (10269.670000 sec): 3 clusters
  Score: Raw -411456.941207 + Penalty 2763.966770 = -408692.974437
  nChanged 64
		SP:Iteration 16Q (10269.880000 sec): 3 clusters
  Score: Raw -411489.440013 + Penalty 2763.966770 = -408725.473243
  nChanged 66
		SP:Iteration 17Q (10270.130000 sec): 3 clusters
  Score: Raw -411519.883477 + Penalty 2763.966770 = -408755.916707
  nChanged 63
		SP:Iteration 18Q (10270.300000 sec): 3 clusters
  Score: Raw -411541.779391 + Penalty 2763.966770 = -408777.812621
  nChanged 52
		SP:Iteration 19Q (10270.550000 sec): 3 clusters
  Score: Raw -411559.130921 + Penalty 2763.966770 = -408795.164151
  nChanged 47
		SP:Iteration 20F (10270.740000 sec): 3 clusters
  Score: Raw -411572.999154 + Penalty 2763.966770 = -408809.032384
  nChanged 41
		SP:Iteration 21Q (10270.870000 sec): 3 clusters
  Score: Raw -411587.274538 + Penalty 2763.966770 = -408823.307768
  nChanged 33
		SP:Iteration 22Q (10271.070000 sec): 3 clusters
  Score: Raw -411596.237053 + Penalty 2763.966770 = -408832.270283
  nChanged 30
		SP:Iteration 23Q (10271.260000 sec): 3 clusters
  Score: Raw -411604.430827 + Penalty 2763.966770 = -408840.464057
  nChanged 15
		SP:Iteration 24Q (10271.490000 sec): 3 clusters
  Score: Raw -411607.851133 + Penalty 2763.966770 = -408843.884363
  nChanged 6
		SP:Iteration 25Q (10271.750000 sec): 3 clusters
  Score: Raw -411609.022944 + Penalty 2763.966770 = -408845.056174
  nChanged 2
		SP:Iteration 26Q (10271.970000 sec): 3 clusters
  Score: Raw -411609.687891 + Penalty 2763.966770 = -408845.721121
  nChanged 3
		SP:Iteration 27Q (10272.150000 sec): 3 clusters
  Score: Raw -411610.382533 + Penalty 2763.966770 = -408846.415763
  nChanged 6
		SP:Iteration 28Q (10272.360000 sec): 3 clusters
  Score: Raw -411611.582464 + Penalty 2763.966770 = -408847.615694
  nChanged 2
		SP:Iteration 29Q (10272.530000 sec): 3 clusters
  Score: Raw -411612.298188 + Penalty 2763.966770 = -408848.331418
  nChanged 6
		SP:Iteration 30Q (10272.740000 sec): 3 clusters
  Score: Raw -411613.110815 + Penalty 2763.966770 = -408849.144045
  nChanged 5
		SP:Iteration 31Q (10272.970000 sec): 3 clusters
  Score: Raw -411614.229475 + Penalty 2763.966770 = -408850.262705
  nChanged 7
		SP:Iteration 32Q (10273.150000 sec): 3 clusters
  Score: Raw -411615.548771 + Penalty 2763.966770 = -408851.582001
  nChanged 6
		SP:Iteration 33Q (10273.360000 sec): 3 clusters
  Score: Raw -411618.015825 + Penalty 2763.966770 = -408854.049055
  nChanged 9
		SP:Iteration 34Q (10273.570000 sec): 3 clusters
  Score: Raw -411620.450595 + Penalty 2763.966770 = -408856.483826
  nChanged 13
		SP:Iteration 35Q (10273.770000 sec): 3 clusters
  Score: Raw -411623.661950 + Penalty 2763.966770 = -408859.695180
  nChanged 7
		SP:Iteration 36Q (10273.990000 sec): 3 clusters
  Score: Raw -411625.453346 + Penalty 2763.966770 = -408861.486576
  nChanged 3
		SP:Iteration 37Q (10274.170000 sec): 3 clusters
  Score: Raw -411626.110500 + Penalty 2763.966770 = -408862.143730
  nChanged 4
		SP:Iteration 38Q (10274.360000 sec): 3 clusters
  Score: Raw -411626.864833 + Penalty 2763.966770 = -408862.898063
  nChanged 4
		SP:Iteration 39Q (10274.550000 sec): 3 clusters
  Score: Raw -411627.463958 + Penalty 2763.966770 = -408863.497188
  nChanged 1
		SP:Iteration 40F (10274.750000 sec): 3 clusters
  Score: Raw -411627.729210 + Penalty 2763.966770 = -408863.762440
  nChanged 1
		SP:Iteration 41Q (10275.010000 sec): 3 clusters
  Score: Raw -411627.956290 + Penalty 2763.966770 = -408863.989520
  nChanged 1
		SP:Iteration 42Q (10275.170000 sec): 3 clusters
  Score: Raw -411628.216855 + Penalty 2763.966770 = -408864.250085
  nChanged 2
		SP:Iteration 43Q (10275.360000 sec): 3 clusters
  Score: Raw -411628.640552 + Penalty 2763.966770 = -408864.673782
  nChanged 3
		SP:Iteration 44Q (10275.580000 sec): 3 clusters
  Score: Raw -411629.105193 + Penalty 2763.966770 = -408865.138423
  nChanged 4
		SP:Iteration 45Q (10275.760000 sec): 3 clusters
  Score: Raw -411629.910933 + Penalty 2763.966770 = -408865.944163
  nChanged 5
		SP:Iteration 46Q (10275.920000 sec): 3 clusters
  Score: Raw -411630.980726 + Penalty 2763.966770 = -408867.013956
  nChanged 7
		SP:Iteration 47Q (10276.070000 sec): 3 clusters
  Score: Raw -411632.463535 + Penalty 2763.966770 = -408868.496765
  nChanged 4
		SP:Iteration 48Q (10276.270000 sec): 3 clusters
  Score: Raw -411633.689398 + Penalty 2763.966770 = -408869.722628
  nChanged 9
		SP:Iteration 49Q (10276.470000 sec): 3 clusters
  Score: Raw -411635.966087 + Penalty 2763.966770 = -408871.999317
  nChanged 7
		SP:Iteration 50Q (10276.690000 sec): 3 clusters
  Score: Raw -411637.195194 + Penalty 2763.966770 = -408873.228424
  nChanged 7
		SP:Iteration 51Q (10276.850000 sec): 3 clusters
  Score: Raw -411638.734253 + Penalty 2763.966770 = -408874.767483
  nChanged 4
		SP:Iteration 52Q (10277.030000 sec): 3 clusters
  Score: Raw -411639.838489 + Penalty 2763.966770 = -408875.871720
  nChanged 3
		SP:Iteration 53Q (10277.240000 sec): 3 clusters
  Score: Raw -411640.174805 + Penalty 2763.966770 = -408876.208035
  nChanged 1
		SP:Iteration 54Q (10277.440000 sec): 3 clusters
  Score: Raw -411640.524237 + Penalty 2763.966770 = -408876.557467
  nChanged 2
		SP:Iteration 55Q (10277.690000 sec): 3 clusters
  Score: Raw -411641.119609 + Penalty 2763.966770 = -408877.152839
  nChanged 3
		SP:Iteration 56Q (10277.840000 sec): 3 clusters
  Score: Raw -411642.146503 + Penalty 2763.966770 = -408878.179734
  nChanged 4
		SP:Iteration 57Q (10277.990000 sec): 3 clusters
  Score: Raw -411642.816311 + Penalty 2763.966770 = -408878.849541
  nChanged 2
		SP:Iteration 58Q (10278.200000 sec): 3 clusters
  Score: Raw -411643.096156 + Penalty 2763.966770 = -408879.129386
  nChanged 2
		SP:Iteration 59Q (10278.390000 sec): 3 clusters
  Score: Raw -411643.483888 + Penalty 2763.966770 = -408879.517118
  nChanged 1
		SP:Iteration 60F (10278.580000 sec): 3 clusters
  Score: Raw -411643.722365 + Penalty 2763.966770 = -408879.755595
  nChanged 2
		SP:Iteration 61Q (10278.770000 sec): 3 clusters
  Score: Raw -411644.279706 + Penalty 2763.966770 = -408880.312936
  nChanged 1
		SP:Iteration 62Q (10278.960000 sec): 3 clusters
  Score: Raw -411644.409643 + Penalty 2763.966770 = -408880.442873
  nChanged 0
		SP:Iteration 63F (10279.180000 sec): 3 clusters
  Score: Raw -411644.409643 + Penalty 2763.966770 = -408880.442873
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 32 (36555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10279.400000 sec): 2 clusters
  Score: Raw -3838405.765182 + Penalty 1707.318154 = -3836698.447028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10279.830000 sec): 3 clusters
  Score: Raw -3815470.820162 + Penalty 3414.636308 = -3812056.183854
  nChanged 16978
		SP:Iteration 1F (10280.160000 sec): 3 clusters
  Score: Raw -3824860.795915 + Penalty 3414.636308 = -3821446.159607
  nChanged 1552
		SP:Iteration 2Q (10280.600000 sec): 3 clusters
  Score: Raw -3825349.608925 + Penalty 3414.636308 = -3821934.972617
  nChanged 1497
		SP:Iteration 3Q (10281.000000 sec): 3 clusters
  Score: Raw -3825848.451896 + Penalty 3414.636308 = -3822433.815588
  nChanged 1584
		SP:Iteration 4Q (10281.380000 sec): 3 clusters
  Score: Raw -3826416.220187 + Penalty 3414.636308 = -3823001.583880
  nChanged 1631
		SP:Iteration 5Q (10281.780000 sec): 3 clusters
  Score: Raw -3827020.519911 + Penalty 3414.636308 = -3823605.883604
  nChanged 1639
		SP:Iteration 6Q (10282.220000 sec): 3 clusters
  Score: Raw -3827672.246299 + Penalty 3414.636308 = -3824257.609992
  nChanged 1674
		SP:Iteration 7Q (10282.670000 sec): 3 clusters
  Score: Raw -3828369.027027 + Penalty 3414.636308 = -3824954.390719
  nChanged 1666
		SP:Iteration 8Q (10283.050000 sec): 3 clusters
  Score: Raw -3829112.618426 + Penalty 3414.636308 = -3825697.982118
  nChanged 1661
		SP:Iteration 9Q (10283.450000 sec): 3 clusters
  Score: Raw -3829896.671364 + Penalty 3414.636308 = -3826482.035056
  nChanged 1580
		SP:Iteration 10Q (10283.820000 sec): 3 clusters
  Score: Raw -3830751.102016 + Penalty 3414.636308 = -3827336.465708
  nChanged 1539
		SP:Iteration 11Q (10284.130000 sec): 3 clusters
  Score: Raw -3831566.402541 + Penalty 3414.636308 = -3828151.766233
  nChanged 1361
		SP:Iteration 12Q (10284.510000 sec): 3 clusters
  Score: Raw -3832174.649258 + Penalty 3414.636308 = -3828760.012950
  nChanged 1162
		SP:Iteration 13Q (10284.840000 sec): 3 clusters
  Score: Raw -3832624.432519 + Penalty 3414.636308 = -3829209.796211
  nChanged 991
		SP:Iteration 14Q (10285.160000 sec): 3 clusters
  Score: Raw -3832983.007324 + Penalty 3414.636308 = -3829568.371016
  nChanged 878
		SP:Iteration 15Q (10285.510000 sec): 3 clusters
  Score: Raw -3833283.989087 + Penalty 3414.636308 = -3829869.352779
  nChanged 709
		SP:Iteration 16Q (10285.880000 sec): 3 clusters
  Score: Raw -3833513.209373 + Penalty 3414.636308 = -3830098.573065
  nChanged 624
		SP:Iteration 17Q (10286.220000 sec): 3 clusters
  Score: Raw -3833696.340185 + Penalty 3414.636308 = -3830281.703877
  nChanged 530
		SP:Iteration 18Q (10286.590000 sec): 3 clusters
  Score: Raw -3833842.857927 + Penalty 3414.636308 = -3830428.221620
  nChanged 459
		SP:Iteration 19Q (10286.930000 sec): 3 clusters
  Score: Raw -3833970.205339 + Penalty 3414.636308 = -3830555.569031
  nChanged 458
		SP:Iteration 20F (10287.350000 sec): 3 clusters
  Score: Raw -3834079.765657 + Penalty 3414.636308 = -3830665.129349
  nChanged 423
		SP:Iteration 21Q (10287.780000 sec): 3 clusters
  Score: Raw -3834179.074590 + Penalty 3414.636308 = -3830764.438282
  nChanged 428
		SP:Iteration 22Q (10288.100000 sec): 3 clusters
  Score: Raw -3834285.721321 + Penalty 3414.636308 = -3830871.085013
  nChanged 414
		SP:Iteration 23Q (10288.470000 sec): 3 clusters
  Score: Raw -3834383.730574 + Penalty 3414.636308 = -3830969.094267
  nChanged 434
		SP:Iteration 24Q (10288.830000 sec): 3 clusters
  Score: Raw -3834491.809248 + Penalty 3414.636308 = -3831077.172940
  nChanged 504
		SP:Iteration 25Q (10289.190000 sec): 3 clusters
  Score: Raw -3834617.829110 + Penalty 3414.636308 = -3831203.192802
  nChanged 497
		SP:Iteration 26Q (10289.580000 sec): 3 clusters
  Score: Raw -3834751.275438 + Penalty 3414.636308 = -3831336.639130
  nChanged 503
		SP:Iteration 27Q (10289.990000 sec): 3 clusters
  Score: Raw -3834890.496920 + Penalty 3414.636308 = -3831475.860612
  nChanged 533
		SP:Iteration 28Q (10290.370000 sec): 3 clusters
  Score: Raw -3835043.313246 + Penalty 3414.636308 = -3831628.676938
  nChanged 537
		SP:Iteration 29Q (10290.710000 sec): 3 clusters
  Score: Raw -3835193.982699 + Penalty 3414.636308 = -3831779.346391
  nChanged 515
		SP:Iteration 30Q (10291.080000 sec): 3 clusters
  Score: Raw -3835337.861834 + Penalty 3414.636308 = -3831923.225526
  nChanged 545
		SP:Iteration 31Q (10291.360000 sec): 3 clusters
  Score: Raw -3835499.589393 + Penalty 3414.636308 = -3832084.953085
  nChanged 541
		SP:Iteration 32Q (10291.700000 sec): 3 clusters
  Score: Raw -3835664.798789 + Penalty 3414.636308 = -3832250.162481
  nChanged 543
		SP:Iteration 33Q (10292.060000 sec): 3 clusters
  Score: Raw -3835837.394733 + Penalty 3414.636308 = -3832422.758425
  nChanged 507
		SP:Iteration 34Q (10292.360000 sec): 3 clusters
  Score: Raw -3835996.760875 + Penalty 3414.636308 = -3832582.124567
  nChanged 504
		SP:Iteration 35Q (10292.730000 sec): 3 clusters
  Score: Raw -3836164.079296 + Penalty 3414.636308 = -3832749.442989
  nChanged 471
		SP:Iteration 36Q (10293.020000 sec): 3 clusters
  Score: Raw -3836312.068580 + Penalty 3414.636308 = -3832897.432273
  nChanged 438
		SP:Iteration 37Q (10293.360000 sec): 3 clusters
  Score: Raw -3836453.483898 + Penalty 3414.636308 = -3833038.847590
  nChanged 444
		SP:Iteration 38Q (10293.680000 sec): 3 clusters
  Score: Raw -3836595.422958 + Penalty 3414.636308 = -3833180.786650
  nChanged 387
		SP:Iteration 39Q (10294.010000 sec): 3 clusters
  Score: Raw -3836712.495995 + Penalty 3414.636308 = -3833297.859687
  nChanged 398
		SP:Iteration 40F (10294.390000 sec): 3 clusters
  Score: Raw -3836849.139693 + Penalty 3414.636308 = -3833434.503385
  nChanged 359
		SP:Iteration 41Q (10294.780000 sec): 3 clusters
  Score: Raw -3836981.425092 + Penalty 3414.636308 = -3833566.788784
  nChanged 367
		SP:Iteration 42Q (10295.170000 sec): 3 clusters
  Score: Raw -3837126.864090 + Penalty 3414.636308 = -3833712.227782
  nChanged 364
		SP:Iteration 43Q (10295.500000 sec): 3 clusters
  Score: Raw -3837273.292981 + Penalty 3414.636308 = -3833858.656673
  nChanged 327
		SP:Iteration 44Q (10295.840000 sec): 3 clusters
  Score: Raw -3837408.265326 + Penalty 3414.636308 = -3833993.629018
  nChanged 297
		SP:Iteration 45Q (10296.200000 sec): 3 clusters
  Score: Raw -3837531.977463 + Penalty 3414.636308 = -3834117.341155
  nChanged 297
		SP:Iteration 46Q (10296.560000 sec): 3 clusters
  Score: Raw -3837657.053110 + Penalty 3414.636308 = -3834242.416803
  nChanged 272
		SP:Iteration 47Q (10296.820000 sec): 3 clusters
  Score: Raw -3837785.078562 + Penalty 3414.636308 = -3834370.442254
  nChanged 283
		SP:Iteration 48Q (10297.150000 sec): 3 clusters
  Score: Raw -3837918.794400 + Penalty 3414.636308 = -3834504.158092
  nChanged 251
		SP:Iteration 49Q (10297.500000 sec): 3 clusters
  Score: Raw -3838031.969435 + Penalty 3414.636308 = -3834617.333127
  nChanged 232
		SP:Iteration 50Q (10297.830000 sec): 3 clusters
  Score: Raw -3838142.079120 + Penalty 3414.636308 = -3834727.442812
  nChanged 219
		SP:Iteration 51Q (10298.160000 sec): 3 clusters
  Score: Raw -3838251.569627 + Penalty 3414.636308 = -3834836.933319
  nChanged 180
		SP:Iteration 52Q (10298.560000 sec): 3 clusters
  Score: Raw -3838329.144269 + Penalty 3414.636308 = -3834914.507961
  nChanged 144
		SP:Iteration 53Q (10298.860000 sec): 3 clusters
  Score: Raw -3838380.370060 + Penalty 3414.636308 = -3834965.733752
  nChanged 123
		SP:Iteration 54Q (10299.220000 sec): 3 clusters
  Score: Raw -3838424.809020 + Penalty 3414.636308 = -3835010.172713
  nChanged 102
		SP:Iteration 55Q (10299.600000 sec): 3 clusters
  Score: Raw -3838459.629057 + Penalty 3414.636308 = -3835044.992749
  nChanged 85
		SP:Iteration 56Q (10299.920000 sec): 3 clusters
  Score: Raw -3838490.255603 + Penalty 3414.636308 = -3835075.619295
  nChanged 85
		SP:Iteration 57Q (10300.220000 sec): 3 clusters
  Score: Raw -3838520.083042 + Penalty 3414.636308 = -3835105.446734
  nChanged 80
		SP:Iteration 58Q (10300.560000 sec): 3 clusters
  Score: Raw -3838549.723932 + Penalty 3414.636308 = -3835135.087624
  nChanged 80
		SP:Iteration 59Q (10300.890000 sec): 3 clusters
  Score: Raw -3838574.048570 + Penalty 3414.636308 = -3835159.412262
  nChanged 73
		SP:Iteration 60F (10301.220000 sec): 3 clusters
  Score: Raw -3838602.013151 + Penalty 3414.636308 = -3835187.376843
  nChanged 74
		SP:Iteration 61Q (10301.540000 sec): 3 clusters
  Score: Raw -3838631.006381 + Penalty 3414.636308 = -3835216.370074
  nChanged 64
		SP:Iteration 62Q (10301.880000 sec): 3 clusters
  Score: Raw -3838655.667642 + Penalty 3414.636308 = -3835241.031334
  nChanged 57
		SP:Iteration 63Q (10302.180000 sec): 3 clusters
  Score: Raw -3838675.143953 + Penalty 3414.636308 = -3835260.507645
  nChanged 51
		SP:Iteration 64Q (10302.520000 sec): 3 clusters
  Score: Raw -3838693.226853 + Penalty 3414.636308 = -3835278.590545
  nChanged 53
		SP:Iteration 65Q (10302.900000 sec): 3 clusters
  Score: Raw -3838716.988398 + Penalty 3414.636308 = -3835302.352090
  nChanged 65
		SP:Iteration 66Q (10303.200000 sec): 3 clusters
  Score: Raw -3838750.449581 + Penalty 3414.636308 = -3835335.813273
  nChanged 72
		SP:Iteration 67Q (10303.550000 sec): 3 clusters
  Score: Raw -3838785.848995 + Penalty 3414.636308 = -3835371.212687
  nChanged 54
		SP:Iteration 68Q (10303.880000 sec): 3 clusters
  Score: Raw -3838803.264511 + Penalty 3414.636308 = -3835388.628203
  nChanged 28
		SP:Iteration 69Q (10304.280000 sec): 3 clusters
  Score: Raw -3838811.120257 + Penalty 3414.636308 = -3835396.483949
  nChanged 22
		SP:Iteration 70Q (10304.650000 sec): 3 clusters
  Score: Raw -3838817.160576 + Penalty 3414.636308 = -3835402.524269
  nChanged 22
		SP:Iteration 71Q (10304.950000 sec): 3 clusters
  Score: Raw -3838822.614200 + Penalty 3414.636308 = -3835407.977893
  nChanged 13
		SP:Iteration 72Q (10305.310000 sec): 3 clusters
  Score: Raw -3838825.111481 + Penalty 3414.636308 = -3835410.475173
  nChanged 11
		SP:Iteration 73Q (10305.680000 sec): 3 clusters
  Score: Raw -3838827.833724 + Penalty 3414.636308 = -3835413.197416
  nChanged 8
		SP:Iteration 74Q (10306.070000 sec): 3 clusters
  Score: Raw -3838829.517633 + Penalty 3414.636308 = -3835414.881325
  nChanged 8
		SP:Iteration 75Q (10306.440000 sec): 3 clusters
  Score: Raw -3838831.529858 + Penalty 3414.636308 = -3835416.893550
  nChanged 8
		SP:Iteration 76Q (10306.820000 sec): 3 clusters
  Score: Raw -3838834.066636 + Penalty 3414.636308 = -3835419.430328
  nChanged 9
		SP:Iteration 77Q (10307.140000 sec): 3 clusters
  Score: Raw -3838836.465307 + Penalty 3414.636308 = -3835421.828999
  nChanged 9
		SP:Iteration 78Q (10307.480000 sec): 3 clusters
  Score: Raw -3838838.755531 + Penalty 3414.636308 = -3835424.119224
  nChanged 5
		SP:Iteration 79Q (10307.930000 sec): 3 clusters
  Score: Raw -3838839.535366 + Penalty 3414.636308 = -3835424.899058
  nChanged 1
		SP:Iteration 80F (10308.280000 sec): 3 clusters
  Score: Raw -3838839.700331 + Penalty 3414.636308 = -3835425.064023
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 33 (12437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10308.420000 sec): 2 clusters
  Score: Raw -1209831.395719 + Penalty 1532.120067 = -1208299.275652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10308.670000 sec): 3 clusters
  Score: Raw -1202635.111132 + Penalty 3064.240133 = -1199570.870999
  nChanged 5498
		SP:Iteration 1F (10308.910000 sec): 3 clusters
  Score: Raw -1205955.929744 + Penalty 3064.240133 = -1202891.689610
  nChanged 935
		SP:Iteration 2F (10309.210000 sec): 3 clusters
  Score: Raw -1206554.898331 + Penalty 3064.240133 = -1203490.658198
  nChanged 908
		SP:Iteration 3F (10309.480000 sec): 3 clusters
  Score: Raw -1207165.612431 + Penalty 3064.240133 = -1204101.372298
  nChanged 792
		SP:Iteration 4F (10309.720000 sec): 3 clusters
  Score: Raw -1207692.347616 + Penalty 3064.240133 = -1204628.107483
  nChanged 705
		SP:Iteration 5F (10309.970000 sec): 3 clusters
  Score: Raw -1208150.984455 + Penalty 3064.240133 = -1205086.744322
  nChanged 651
		SP:Iteration 6F (10310.250000 sec): 3 clusters
  Score: Raw -1208573.003055 + Penalty 3064.240133 = -1205508.762922
  nChanged 578
		SP:Iteration 7Q (10310.430000 sec): 3 clusters
  Score: Raw -1208925.095786 + Penalty 3064.240133 = -1205860.855652
  nChanged 529
		SP:Iteration 8Q (10310.670000 sec): 3 clusters
  Score: Raw -1209293.531824 + Penalty 3064.240133 = -1206229.291690
  nChanged 505
		SP:Iteration 9Q (10310.980000 sec): 3 clusters
  Score: Raw -1209674.806422 + Penalty 3064.240133 = -1206610.566289
  nChanged 454
		SP:Iteration 10Q (10311.230000 sec): 3 clusters
  Score: Raw -1210050.551279 + Penalty 3064.240133 = -1206986.311146
  nChanged 380
		SP:Iteration 11Q (10311.540000 sec): 3 clusters
  Score: Raw -1210325.436013 + Penalty 3064.240133 = -1207261.195880
  nChanged 251
		SP:Iteration 12Q (10311.760000 sec): 3 clusters
  Score: Raw -1210466.817335 + Penalty 3064.240133 = -1207402.577201
  nChanged 196
		SP:Iteration 13Q (10312.020000 sec): 3 clusters
  Score: Raw -1210553.780474 + Penalty 3064.240133 = -1207489.540340
  nChanged 147
		SP:Iteration 14Q (10312.250000 sec): 3 clusters
  Score: Raw -1210618.419269 + Penalty 3064.240133 = -1207554.179136
  nChanged 125
		SP:Iteration 15Q (10312.530000 sec): 3 clusters
  Score: Raw -1210664.719875 + Penalty 3064.240133 = -1207600.479741
  nChanged 90
		SP:Iteration 16Q (10312.720000 sec): 3 clusters
  Score: Raw -1210697.898213 + Penalty 3064.240133 = -1207633.658080
  nChanged 88
		SP:Iteration 17Q (10312.940000 sec): 3 clusters
  Score: Raw -1210732.159507 + Penalty 3064.240133 = -1207667.919373
  nChanged 77
		SP:Iteration 18Q (10313.230000 sec): 3 clusters
  Score: Raw -1210754.980603 + Penalty 3064.240133 = -1207690.740469
  nChanged 45
		SP:Iteration 19Q (10313.440000 sec): 3 clusters
  Score: Raw -1210766.639699 + Penalty 3064.240133 = -1207702.399566
  nChanged 32
		SP:Iteration 20F (10313.720000 sec): 3 clusters
  Score: Raw -1210778.687473 + Penalty 3064.240133 = -1207714.447340
  nChanged 27
		SP:Iteration 21Q (10313.950000 sec): 3 clusters
  Score: Raw -1210788.316160 + Penalty 3064.240133 = -1207724.076026
  nChanged 30
		SP:Iteration 22Q (10314.170000 sec): 3 clusters
  Score: Raw -1210795.209692 + Penalty 3064.240133 = -1207730.969558
  nChanged 21
		SP:Iteration 23Q (10314.410000 sec): 3 clusters
  Score: Raw -1210800.989457 + Penalty 3064.240133 = -1207736.749324
  nChanged 17
		SP:Iteration 24Q (10314.650000 sec): 3 clusters
  Score: Raw -1210804.847066 + Penalty 3064.240133 = -1207740.606933
  nChanged 8
		SP:Iteration 25Q (10314.870000 sec): 3 clusters
  Score: Raw -1210806.174313 + Penalty 3064.240133 = -1207741.934179
  nChanged 10
		SP:Iteration 26Q (10315.120000 sec): 3 clusters
  Score: Raw -1210807.637833 + Penalty 3064.240133 = -1207743.397700
  nChanged 8
		SP:Iteration 27Q (10315.310000 sec): 3 clusters
  Score: Raw -1210808.813362 + Penalty 3064.240133 = -1207744.573229
  nChanged 7
		SP:Iteration 28Q (10315.550000 sec): 3 clusters
  Score: Raw -1210810.224090 + Penalty 3064.240133 = -1207745.983957
  nChanged 7
		SP:Iteration 29Q (10315.840000 sec): 3 clusters
  Score: Raw -1210811.320476 + Penalty 3064.240133 = -1207747.080343
  nChanged 5
		SP:Iteration 30Q (10316.040000 sec): 3 clusters
  Score: Raw -1210811.831456 + Penalty 3064.240133 = -1207747.591322
  nChanged 2
		SP:Iteration 31Q (10316.290000 sec): 3 clusters
  Score: Raw -1210811.922882 + Penalty 3064.240133 = -1207747.682748
  nChanged 0
		SP:Iteration 32F (10316.520000 sec): 3 clusters
  Score: Raw -1210811.922882 + Penalty 3064.240133 = -1207747.682748
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 34 (8656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10316.630000 sec): 2 clusters
  Score: Raw -917566.523853 + Penalty 1473.226300 = -916093.297553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10316.840000 sec): 3 clusters
  Score: Raw -912672.859145 + Penalty 2946.452600 = -909726.406545
  nChanged 3708
		SP:Iteration 1F (10317.080000 sec): 3 clusters
  Score: Raw -914649.793718 + Penalty 2946.452600 = -911703.341117
  nChanged 503
		SP:Iteration 2F (10317.290000 sec): 3 clusters
  Score: Raw -914854.821238 + Penalty 2946.452600 = -911908.368638
  nChanged 391
		SP:Iteration 3Q (10317.520000 sec): 3 clusters
  Score: Raw -915000.039445 + Penalty 2946.452600 = -912053.586844
  nChanged 323
		SP:Iteration 4Q (10317.750000 sec): 3 clusters
  Score: Raw -915108.131717 + Penalty 2946.452600 = -912161.679117
  nChanged 300
		SP:Iteration 5Q (10317.940000 sec): 3 clusters
  Score: Raw -915209.553578 + Penalty 2946.452600 = -912263.100977
  nChanged 265
		SP:Iteration 6Q (10318.220000 sec): 3 clusters
  Score: Raw -915290.036536 + Penalty 2946.452600 = -912343.583935
  nChanged 217
		SP:Iteration 7Q (10318.470000 sec): 3 clusters
  Score: Raw -915360.192135 + Penalty 2946.452600 = -912413.739534
  nChanged 220
		SP:Iteration 8Q (10318.700000 sec): 3 clusters
  Score: Raw -915440.303002 + Penalty 2946.452600 = -912493.850402
  nChanged 236
		SP:Iteration 9Q (10318.910000 sec): 3 clusters
  Score: Raw -915536.381485 + Penalty 2946.452600 = -912589.928885
  nChanged 280
		SP:Iteration 10Q (10319.170000 sec): 3 clusters
  Score: Raw -915674.769698 + Penalty 2946.452600 = -912728.317098
  nChanged 340
		SP:Iteration 11Q (10319.370000 sec): 3 clusters
  Score: Raw -915882.824010 + Penalty 2946.452600 = -912936.371410
  nChanged 418
		SP:Iteration 12Q (10319.660000 sec): 3 clusters
  Score: Raw -916164.177026 + Penalty 2946.452600 = -913217.724426
  nChanged 417
		SP:Iteration 13Q (10319.830000 sec): 3 clusters
  Score: Raw -916455.353978 + Penalty 2946.452600 = -913508.901378
  nChanged 415
		SP:Iteration 14Q (10320.030000 sec): 3 clusters
  Score: Raw -916755.033142 + Penalty 2946.452600 = -913808.580541
  nChanged 336
		SP:Iteration 15Q (10320.220000 sec): 3 clusters
  Score: Raw -917016.288861 + Penalty 2946.452600 = -914069.836261
  nChanged 293
		SP:Iteration 16Q (10320.460000 sec): 3 clusters
  Score: Raw -917262.916129 + Penalty 2946.452600 = -914316.463529
  nChanged 197
		SP:Iteration 17Q (10320.620000 sec): 3 clusters
  Score: Raw -917430.198335 + Penalty 2946.452600 = -914483.745734
  nChanged 118
		SP:Iteration 18Q (10320.830000 sec): 3 clusters
  Score: Raw -917538.949855 + Penalty 2946.452600 = -914592.497255
  nChanged 71
		SP:Iteration 19Q (10321.050000 sec): 3 clusters
  Score: Raw -917597.653331 + Penalty 2946.452600 = -914651.200731
  nChanged 54
		SP:Iteration 20F (10321.240000 sec): 3 clusters
  Score: Raw -917649.624887 + Penalty 2946.452600 = -914703.172286
  nChanged 37
		SP:Iteration 21Q (10321.440000 sec): 3 clusters
  Score: Raw -917684.522166 + Penalty 2946.452600 = -914738.069566
  nChanged 21
		SP:Iteration 22Q (10321.640000 sec): 3 clusters
  Score: Raw -917704.263538 + Penalty 2946.452600 = -914757.810938
  nChanged 21
		SP:Iteration 23Q (10321.860000 sec): 3 clusters
  Score: Raw -917724.787693 + Penalty 2946.452600 = -914778.335092
  nChanged 19
		SP:Iteration 24Q (10322.050000 sec): 3 clusters
  Score: Raw -917741.335283 + Penalty 2946.452600 = -914794.882683
  nChanged 8
		SP:Iteration 25Q (10322.240000 sec): 3 clusters
  Score: Raw -917750.401631 + Penalty 2946.452600 = -914803.949031
  nChanged 8
		SP:Iteration 26Q (10322.420000 sec): 3 clusters
  Score: Raw -917762.507107 + Penalty 2946.452600 = -914816.054506
  nChanged 8
		SP:Iteration 27Q (10322.650000 sec): 3 clusters
  Score: Raw -917773.114077 + Penalty 2946.452600 = -914826.661477
  nChanged 6
		SP:Iteration 28Q (10322.820000 sec): 3 clusters
  Score: Raw -917777.156214 + Penalty 2946.452600 = -914830.703614
  nChanged 5
		SP:Iteration 29Q (10322.980000 sec): 3 clusters
  Score: Raw -917782.131870 + Penalty 2946.452600 = -914835.679269
  nChanged 2
		SP:Iteration 30Q (10323.210000 sec): 3 clusters
  Score: Raw -917783.175242 + Penalty 2946.452600 = -914836.722641
  nChanged 0
		SP:Iteration 31F (10323.410000 sec): 3 clusters
  Score: Raw -917783.175242 + Penalty 2946.452600 = -914836.722641
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 35 (14367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10323.540000 sec): 2 clusters
  Score: Raw -1293431.366246 + Penalty 1555.561993 = -1291875.804252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10323.800000 sec): 3 clusters
  Score: Raw -1285046.138966 + Penalty 3111.123986 = -1281935.014979
  nChanged 6310
		SP:Iteration 1F (10324.020000 sec): 3 clusters
  Score: Raw -1288683.020506 + Penalty 3111.123986 = -1285571.896519
  nChanged 1002
		SP:Iteration 2F (10324.260000 sec): 3 clusters
  Score: Raw -1289237.386502 + Penalty 3111.123986 = -1286126.262516
  nChanged 933
		SP:Iteration 3F (10324.540000 sec): 3 clusters
  Score: Raw -1289761.042369 + Penalty 3111.123986 = -1286649.918382
  nChanged 874
		SP:Iteration 4F (10324.810000 sec): 3 clusters
  Score: Raw -1290274.233854 + Penalty 3111.123986 = -1287163.109868
  nChanged 805
		SP:Iteration 5F (10325.030000 sec): 3 clusters
  Score: Raw -1290742.329037 + Penalty 3111.123986 = -1287631.205051
  nChanged 761
		SP:Iteration 6F (10325.280000 sec): 3 clusters
  Score: Raw -1291232.310608 + Penalty 3111.123986 = -1288121.186622
  nChanged 735
		SP:Iteration 7F (10325.520000 sec): 3 clusters
  Score: Raw -1291757.561708 + Penalty 3111.123986 = -1288646.437722
  nChanged 679
		SP:Iteration 8Q (10325.760000 sec): 3 clusters
  Score: Raw -1292249.164153 + Penalty 3111.123986 = -1289138.040166
  nChanged 572
		SP:Iteration 9Q (10326.010000 sec): 3 clusters
  Score: Raw -1292657.626897 + Penalty 3111.123986 = -1289546.502911
  nChanged 465
		SP:Iteration 10Q (10326.300000 sec): 3 clusters
  Score: Raw -1292952.440571 + Penalty 3111.123986 = -1289841.316585
  nChanged 358
		SP:Iteration 11Q (10326.540000 sec): 3 clusters
  Score: Raw -1293150.539145 + Penalty 3111.123986 = -1290039.415159
  nChanged 275
		SP:Iteration 12Q (10326.790000 sec): 3 clusters
  Score: Raw -1293275.499197 + Penalty 3111.123986 = -1290164.375210
  nChanged 188
		SP:Iteration 13Q (10327.040000 sec): 3 clusters
  Score: Raw -1293351.601050 + Penalty 3111.123986 = -1290240.477063
  nChanged 149
		SP:Iteration 14Q (10327.270000 sec): 3 clusters
  Score: Raw -1293410.251816 + Penalty 3111.123986 = -1290299.127830
  nChanged 147
		SP:Iteration 15Q (10327.550000 sec): 3 clusters
  Score: Raw -1293469.326916 + Penalty 3111.123986 = -1290358.202929
  nChanged 122
		SP:Iteration 16Q (10327.790000 sec): 3 clusters
  Score: Raw -1293515.213408 + Penalty 3111.123986 = -1290404.089421
  nChanged 104
		SP:Iteration 17Q (10328.040000 sec): 3 clusters
  Score: Raw -1293553.624400 + Penalty 3111.123986 = -1290442.500413
  nChanged 96
		SP:Iteration 18Q (10328.310000 sec): 3 clusters
  Score: Raw -1293589.115419 + Penalty 3111.123986 = -1290477.991433
  nChanged 102
		SP:Iteration 19Q (10328.590000 sec): 3 clusters
  Score: Raw -1293630.706607 + Penalty 3111.123986 = -1290519.582620
  nChanged 97
		SP:Iteration 20F (10328.930000 sec): 3 clusters
  Score: Raw -1293665.971279 + Penalty 3111.123986 = -1290554.847292
  nChanged 86
		SP:Iteration 21Q (10329.180000 sec): 3 clusters
  Score: Raw -1293698.513248 + Penalty 3111.123986 = -1290587.389262
  nChanged 88
		SP:Iteration 22Q (10329.390000 sec): 3 clusters
  Score: Raw -1293739.511828 + Penalty 3111.123986 = -1290628.387841
  nChanged 85
		SP:Iteration 23Q (10329.610000 sec): 3 clusters
  Score: Raw -1293779.214426 + Penalty 3111.123986 = -1290668.090439
  nChanged 98
		SP:Iteration 24Q (10329.850000 sec): 3 clusters
  Score: Raw -1293830.811660 + Penalty 3111.123986 = -1290719.687674
  nChanged 105
		SP:Iteration 25Q (10330.120000 sec): 3 clusters
  Score: Raw -1293881.341230 + Penalty 3111.123986 = -1290770.217244
  nChanged 85
		SP:Iteration 26Q (10330.380000 sec): 3 clusters
  Score: Raw -1293924.871994 + Penalty 3111.123986 = -1290813.748008
  nChanged 75
		SP:Iteration 27Q (10330.630000 sec): 3 clusters
  Score: Raw -1293959.413553 + Penalty 3111.123986 = -1290848.289566
  nChanged 81
		SP:Iteration 28Q (10330.830000 sec): 3 clusters
  Score: Raw -1293999.689522 + Penalty 3111.123986 = -1290888.565536
  nChanged 72
		SP:Iteration 29Q (10331.090000 sec): 3 clusters
  Score: Raw -1294031.091346 + Penalty 3111.123986 = -1290919.967360
  nChanged 56
		SP:Iteration 30Q (10331.370000 sec): 3 clusters
  Score: Raw -1294056.264447 + Penalty 3111.123986 = -1290945.140460
  nChanged 47
		SP:Iteration 31Q (10331.570000 sec): 3 clusters
  Score: Raw -1294074.130357 + Penalty 3111.123986 = -1290963.006371
  nChanged 39
		SP:Iteration 32Q (10331.790000 sec): 3 clusters
  Score: Raw -1294089.307131 + Penalty 3111.123986 = -1290978.183145
  nChanged 39
		SP:Iteration 33Q (10332.040000 sec): 3 clusters
  Score: Raw -1294105.814321 + Penalty 3111.123986 = -1290994.690335
  nChanged 34
		SP:Iteration 34Q (10332.230000 sec): 3 clusters
  Score: Raw -1294122.032803 + Penalty 3111.123986 = -1291010.908816
  nChanged 31
		SP:Iteration 35Q (10332.490000 sec): 3 clusters
  Score: Raw -1294133.908978 + Penalty 3111.123986 = -1291022.784992
  nChanged 22
		SP:Iteration 36Q (10332.770000 sec): 3 clusters
  Score: Raw -1294140.289181 + Penalty 3111.123986 = -1291029.165194
  nChanged 15
		SP:Iteration 37Q (10333.090000 sec): 3 clusters
  Score: Raw -1294146.000458 + Penalty 3111.123986 = -1291034.876472
  nChanged 11
		SP:Iteration 38Q (10333.360000 sec): 3 clusters
  Score: Raw -1294149.519284 + Penalty 3111.123986 = -1291038.395298
  nChanged 11
		SP:Iteration 39Q (10333.690000 sec): 3 clusters
  Score: Raw -1294153.711533 + Penalty 3111.123986 = -1291042.587546
  nChanged 6
		SP:Iteration 40F (10333.920000 sec): 3 clusters
  Score: Raw -1294155.187708 + Penalty 3111.123986 = -1291044.063722
  nChanged 6
		SP:Iteration 41Q (10334.210000 sec): 3 clusters
  Score: Raw -1294156.723299 + Penalty 3111.123986 = -1291045.599313
  nChanged 4
		SP:Iteration 42Q (10334.460000 sec): 3 clusters
  Score: Raw -1294157.564389 + Penalty 3111.123986 = -1291046.440403
  nChanged 2
		SP:Iteration 43Q (10334.720000 sec): 3 clusters
  Score: Raw -1294158.329297 + Penalty 3111.123986 = -1291047.205311
  nChanged 2
		SP:Iteration 44Q (10334.940000 sec): 3 clusters
  Score: Raw -1294158.533351 + Penalty 3111.123986 = -1291047.409365
  nChanged 1
		SP:Iteration 45Q (10335.220000 sec): 3 clusters
  Score: Raw -1294158.755927 + Penalty 3111.123986 = -1291047.631941
  nChanged 1
		SP:Iteration 46Q (10335.480000 sec): 3 clusters
  Score: Raw -1294158.903596 + Penalty 3111.123986 = -1291047.779610
  nChanged 0
		SP:Iteration 47F (10335.740000 sec): 3 clusters
  Score: Raw -1294158.903596 + Penalty 3111.123986 = -1291047.779610
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 36 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10335.890000 sec): 2 clusters
  Score: Raw -211715.747128 + Penalty 1260.729188 = -210455.017940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10336.090000 sec): 3 clusters
  Score: Raw -210727.589341 + Penalty 2521.458377 = -208206.130964
  nChanged 847
		SP:Iteration 1F (10336.290000 sec): 3 clusters
  Score: Raw -211336.700005 + Penalty 2521.458377 = -208815.241628
  nChanged 213
		SP:Iteration 2F (10336.470000 sec): 3 clusters
  Score: Raw -211518.914696 + Penalty 2521.458377 = -208997.456319
  nChanged 141
		SP:Iteration 3F (10336.670000 sec): 3 clusters
  Score: Raw -211623.045713 + Penalty 2521.458377 = -209101.587336
  nChanged 94
		SP:Iteration 4Q (10336.850000 sec): 3 clusters
  Score: Raw -211679.134477 + Penalty 2521.458377 = -209157.676100
  nChanged 68
		SP:Iteration 5Q (10337.070000 sec): 3 clusters
  Score: Raw -211728.041532 + Penalty 2521.458377 = -209206.583155
  nChanged 65
		SP:Iteration 6Q (10337.230000 sec): 3 clusters
  Score: Raw -211768.250122 + Penalty 2521.458377 = -209246.791745
  nChanged 39
		SP:Iteration 7Q (10337.440000 sec): 3 clusters
  Score: Raw -211791.583663 + Penalty 2521.458377 = -209270.125286
  nChanged 36
		SP:Iteration 8Q (10337.670000 sec): 3 clusters
  Score: Raw -211809.004993 + Penalty 2521.458377 = -209287.546616
  nChanged 31
		SP:Iteration 9Q (10337.850000 sec): 3 clusters
  Score: Raw -211832.436643 + Penalty 2521.458377 = -209310.978266
  nChanged 31
		SP:Iteration 10Q (10338.040000 sec): 3 clusters
  Score: Raw -211849.744733 + Penalty 2521.458377 = -209328.286356
  nChanged 24
		SP:Iteration 11Q (10338.230000 sec): 3 clusters
  Score: Raw -211864.002600 + Penalty 2521.458377 = -209342.544223
  nChanged 18
		SP:Iteration 12Q (10338.390000 sec): 3 clusters
  Score: Raw -211871.533502 + Penalty 2521.458377 = -209350.075125
  nChanged 15
		SP:Iteration 13Q (10338.560000 sec): 3 clusters
  Score: Raw -211875.600347 + Penalty 2521.458377 = -209354.141971
  nChanged 9
		SP:Iteration 14Q (10338.750000 sec): 3 clusters
  Score: Raw -211879.236478 + Penalty 2521.458377 = -209357.778101
  nChanged 11
		SP:Iteration 15Q (10338.930000 sec): 3 clusters
  Score: Raw -211883.382776 + Penalty 2521.458377 = -209361.924399
  nChanged 11
		SP:Iteration 16Q (10339.090000 sec): 3 clusters
  Score: Raw -211888.078277 + Penalty 2521.458377 = -209366.619900
  nChanged 7
		SP:Iteration 17Q (10339.280000 sec): 3 clusters
  Score: Raw -211891.616409 + Penalty 2521.458377 = -209370.158032
  nChanged 6
		SP:Iteration 18Q (10339.450000 sec): 3 clusters
  Score: Raw -211893.821849 + Penalty 2521.458377 = -209372.363472
  nChanged 7
		SP:Iteration 19Q (10339.630000 sec): 3 clusters
  Score: Raw -211896.527031 + Penalty 2521.458377 = -209375.068654
  nChanged 3
		SP:Iteration 20F (10339.830000 sec): 3 clusters
  Score: Raw -211897.890238 + Penalty 2521.458377 = -209376.431861
  nChanged 5
		SP:Iteration 21Q (10339.970000 sec): 3 clusters
  Score: Raw -211899.799181 + Penalty 2521.458377 = -209378.340804
  nChanged 6
		SP:Iteration 22Q (10340.180000 sec): 3 clusters
  Score: Raw -211903.805670 + Penalty 2521.458377 = -209382.347293
  nChanged 6
		SP:Iteration 23Q (10340.400000 sec): 3 clusters
  Score: Raw -211905.795573 + Penalty 2521.458377 = -209384.337196
  nChanged 7
		SP:Iteration 24Q (10340.590000 sec): 3 clusters
  Score: Raw -211907.761844 + Penalty 2521.458377 = -209386.303467
  nChanged 4
		SP:Iteration 25Q (10340.790000 sec): 3 clusters
  Score: Raw -211909.187448 + Penalty 2521.458377 = -209387.729071
  nChanged 1
		SP:Iteration 26Q (10340.940000 sec): 3 clusters
  Score: Raw -211909.410328 + Penalty 2521.458377 = -209387.951951
  nChanged 0
		SP:Iteration 27F (10341.110000 sec): 3 clusters
  Score: Raw -211909.410328 + Penalty 2521.458377 = -209387.951951
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 37 (1699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10341.210000 sec): 2 clusters
  Score: Raw -149020.471185 + Penalty 1208.641707 = -147811.829477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10341.380000 sec): 3 clusters
  Score: Raw -148299.550445 + Penalty 2417.283415 = -145882.267030
  nChanged 605
		SP:Iteration 1F (10341.520000 sec): 3 clusters
  Score: Raw -148863.852439 + Penalty 2417.283415 = -146446.569025
  nChanged 188
		SP:Iteration 2F (10341.720000 sec): 3 clusters
  Score: Raw -149080.824198 + Penalty 2417.283415 = -146663.540784
  nChanged 123
		SP:Iteration 3F (10341.910000 sec): 3 clusters
  Score: Raw -149239.968458 + Penalty 2417.283415 = -146822.685044
  nChanged 98
		SP:Iteration 4F (10342.130000 sec): 3 clusters
  Score: Raw -149333.810381 + Penalty 2417.283415 = -146916.526966
  nChanged 70
		SP:Iteration 5Q (10342.330000 sec): 3 clusters
  Score: Raw -149419.177498 + Penalty 2417.283415 = -147001.894083
  nChanged 66
		SP:Iteration 6Q (10342.530000 sec): 3 clusters
  Score: Raw -149494.127372 + Penalty 2417.283415 = -147076.843957
  nChanged 49
		SP:Iteration 7Q (10342.680000 sec): 3 clusters
  Score: Raw -149534.742462 + Penalty 2417.283415 = -147117.459047
  nChanged 33
		SP:Iteration 8Q (10342.850000 sec): 3 clusters
  Score: Raw -149562.042462 + Penalty 2417.283415 = -147144.759047
  nChanged 24
		SP:Iteration 9Q (10343.020000 sec): 3 clusters
  Score: Raw -149575.516680 + Penalty 2417.283415 = -147158.233265
  nChanged 14
		SP:Iteration 10Q (10343.210000 sec): 3 clusters
  Score: Raw -149586.027857 + Penalty 2417.283415 = -147168.744442
  nChanged 7
		SP:Iteration 11Q (10343.390000 sec): 3 clusters
  Score: Raw -149590.423067 + Penalty 2417.283415 = -147173.139653
  nChanged 7
		SP:Iteration 12Q (10343.530000 sec): 3 clusters
  Score: Raw -149596.670289 + Penalty 2417.283415 = -147179.386875
  nChanged 14
		SP:Iteration 13Q (10343.690000 sec): 3 clusters
  Score: Raw -149612.804802 + Penalty 2417.283415 = -147195.521387
  nChanged 16
		SP:Iteration 14Q (10343.890000 sec): 3 clusters
  Score: Raw -149632.294927 + Penalty 2417.283415 = -147215.011512
  nChanged 11
		SP:Iteration 15Q (10344.050000 sec): 3 clusters
  Score: Raw -149643.659231 + Penalty 2417.283415 = -147226.375817
  nChanged 12
		SP:Iteration 16Q (10344.250000 sec): 3 clusters
  Score: Raw -149656.316875 + Penalty 2417.283415 = -147239.033461
  nChanged 15
		SP:Iteration 17Q (10344.410000 sec): 3 clusters
  Score: Raw -149680.082845 + Penalty 2417.283415 = -147262.799431
  nChanged 16
		SP:Iteration 18Q (10344.560000 sec): 3 clusters
  Score: Raw -149695.854012 + Penalty 2417.283415 = -147278.570597
  nChanged 12
		SP:Iteration 19Q (10344.750000 sec): 3 clusters
  Score: Raw -149706.284165 + Penalty 2417.283415 = -147289.000750
  nChanged 10
		SP:Iteration 20F (10344.900000 sec): 3 clusters
  Score: Raw -149714.783637 + Penalty 2417.283415 = -147297.500223
  nChanged 10
		SP:Iteration 21Q (10345.100000 sec): 3 clusters
  Score: Raw -149722.287082 + Penalty 2417.283415 = -147305.003668
  nChanged 5
		SP:Iteration 22Q (10345.230000 sec): 3 clusters
  Score: Raw -149724.676260 + Penalty 2417.283415 = -147307.392845
  nChanged 4
		SP:Iteration 23Q (10345.410000 sec): 3 clusters
  Score: Raw -149726.367208 + Penalty 2417.283415 = -147309.083793
  nChanged 2
		SP:Iteration 24Q (10345.600000 sec): 3 clusters
  Score: Raw -149729.027150 + Penalty 2417.283415 = -147311.743735
  nChanged 2
		SP:Iteration 25Q (10345.850000 sec): 3 clusters
  Score: Raw -149730.208335 + Penalty 2417.283415 = -147312.924921
  nChanged 2
		SP:Iteration 26Q (10346.040000 sec): 3 clusters
  Score: Raw -149731.288752 + Penalty 2417.283415 = -147314.005338
  nChanged 1
		SP:Iteration 27Q (10346.240000 sec): 3 clusters
  Score: Raw -149731.673724 + Penalty 2417.283415 = -147314.390309
  nChanged 2
		SP:Iteration 28Q (10346.410000 sec): 3 clusters
  Score: Raw -149732.123201 + Penalty 2417.283415 = -147314.839786
  nChanged 0
		SP:Iteration 29F (10346.610000 sec): 3 clusters
  Score: Raw -149732.123201 + Penalty 2417.283415 = -147314.839786
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 38 (12709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10346.720000 sec): 2 clusters
  Score: Raw -1356872.036994 + Penalty 1535.635673 = -1355336.401320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10347.020000 sec): 3 clusters
  Score: Raw -1349517.360771 + Penalty 3071.271347 = -1346446.089425
  nChanged 5536
		SP:Iteration 1F (10347.210000 sec): 3 clusters
  Score: Raw -1352504.053022 + Penalty 3071.271347 = -1349432.781675
  nChanged 726
		SP:Iteration 2F (10347.440000 sec): 3 clusters
  Score: Raw -1352893.365610 + Penalty 3071.271347 = -1349822.094263
  nChanged 702
		SP:Iteration 3F (10347.700000 sec): 3 clusters
  Score: Raw -1353292.029620 + Penalty 3071.271347 = -1350220.758273
  nChanged 616
		SP:Iteration 4Q (10348.000000 sec): 3 clusters
  Score: Raw -1353682.809214 + Penalty 3071.271347 = -1350611.537867
  nChanged 584
		SP:Iteration 5Q (10348.210000 sec): 3 clusters
  Score: Raw -1354053.732015 + Penalty 3071.271347 = -1350982.460668
  nChanged 578
		SP:Iteration 6Q (10348.470000 sec): 3 clusters
  Score: Raw -1354393.526462 + Penalty 3071.271347 = -1351322.255115
  nChanged 528
		SP:Iteration 7Q (10348.680000 sec): 3 clusters
  Score: Raw -1354678.406372 + Penalty 3071.271347 = -1351607.135025
  nChanged 461
		SP:Iteration 8Q (10348.940000 sec): 3 clusters
  Score: Raw -1354942.315383 + Penalty 3071.271347 = -1351871.044036
  nChanged 449
		SP:Iteration 9Q (10349.200000 sec): 3 clusters
  Score: Raw -1355202.545506 + Penalty 3071.271347 = -1352131.274159
  nChanged 404
		SP:Iteration 10Q (10349.390000 sec): 3 clusters
  Score: Raw -1355444.983890 + Penalty 3071.271347 = -1352373.712543
  nChanged 407
		SP:Iteration 11Q (10349.600000 sec): 3 clusters
  Score: Raw -1355665.592452 + Penalty 3071.271347 = -1352594.321105
  nChanged 343
		SP:Iteration 12Q (10349.860000 sec): 3 clusters
  Score: Raw -1355834.208075 + Penalty 3071.271347 = -1352762.936728
  nChanged 293
		SP:Iteration 13Q (10350.050000 sec): 3 clusters
  Score: Raw -1355977.907174 + Penalty 3071.271347 = -1352906.635827
  nChanged 262
		SP:Iteration 14Q (10350.290000 sec): 3 clusters
  Score: Raw -1356113.533108 + Penalty 3071.271347 = -1353042.261761
  nChanged 228
		SP:Iteration 15Q (10350.520000 sec): 3 clusters
  Score: Raw -1356238.979147 + Penalty 3071.271347 = -1353167.707800
  nChanged 201
		SP:Iteration 16Q (10350.730000 sec): 3 clusters
  Score: Raw -1356362.471263 + Penalty 3071.271347 = -1353291.199916
  nChanged 185
		SP:Iteration 17Q (10350.950000 sec): 3 clusters
  Score: Raw -1356473.439021 + Penalty 3071.271347 = -1353402.167674
  nChanged 168
		SP:Iteration 18Q (10351.170000 sec): 3 clusters
  Score: Raw -1356582.734940 + Penalty 3071.271347 = -1353511.463593
  nChanged 167
		SP:Iteration 19Q (10351.400000 sec): 3 clusters
  Score: Raw -1356678.071828 + Penalty 3071.271347 = -1353606.800481
  nChanged 126
		SP:Iteration 20F (10351.580000 sec): 3 clusters
  Score: Raw -1356752.802454 + Penalty 3071.271347 = -1353681.531107
  nChanged 110
		SP:Iteration 21Q (10351.800000 sec): 3 clusters
  Score: Raw -1356822.671353 + Penalty 3071.271347 = -1353751.400006
  nChanged 82
		SP:Iteration 22Q (10352.040000 sec): 3 clusters
  Score: Raw -1356870.581170 + Penalty 3071.271347 = -1353799.309823
  nChanged 65
		SP:Iteration 23Q (10352.250000 sec): 3 clusters
  Score: Raw -1356911.862522 + Penalty 3071.271347 = -1353840.591175
  nChanged 43
		SP:Iteration 24Q (10352.480000 sec): 3 clusters
  Score: Raw -1356942.050121 + Penalty 3071.271347 = -1353870.778774
  nChanged 28
		SP:Iteration 25Q (10352.690000 sec): 3 clusters
  Score: Raw -1356960.967221 + Penalty 3071.271347 = -1353889.695874
  nChanged 28
		SP:Iteration 26Q (10352.960000 sec): 3 clusters
  Score: Raw -1356978.649976 + Penalty 3071.271347 = -1353907.378629
  nChanged 15
		SP:Iteration 27Q (10353.200000 sec): 3 clusters
  Score: Raw -1356988.463265 + Penalty 3071.271347 = -1353917.191919
  nChanged 14
		SP:Iteration 28Q (10353.440000 sec): 3 clusters
  Score: Raw -1356996.380859 + Penalty 3071.271347 = -1353925.109512
  nChanged 12
		SP:Iteration 29Q (10353.660000 sec): 3 clusters
  Score: Raw -1357004.496307 + Penalty 3071.271347 = -1353933.224960
  nChanged 10
		SP:Iteration 30Q (10353.920000 sec): 3 clusters
  Score: Raw -1357013.618674 + Penalty 3071.271347 = -1353942.347327
  nChanged 11
		SP:Iteration 31Q (10354.160000 sec): 3 clusters
  Score: Raw -1357022.571445 + Penalty 3071.271347 = -1353951.300098
  nChanged 12
		SP:Iteration 32Q (10354.390000 sec): 3 clusters
  Score: Raw -1357033.274537 + Penalty 3071.271347 = -1353962.003190
  nChanged 19
		SP:Iteration 33Q (10354.640000 sec): 3 clusters
  Score: Raw -1357047.102718 + Penalty 3071.271347 = -1353975.831371
  nChanged 9
		SP:Iteration 34Q (10354.910000 sec): 3 clusters
  Score: Raw -1357053.989920 + Penalty 3071.271347 = -1353982.718573
  nChanged 8
		SP:Iteration 35Q (10355.230000 sec): 3 clusters
  Score: Raw -1357060.973604 + Penalty 3071.271347 = -1353989.702257
  nChanged 7
		SP:Iteration 36Q (10355.430000 sec): 3 clusters
  Score: Raw -1357066.461446 + Penalty 3071.271347 = -1353995.190099
  nChanged 3
		SP:Iteration 37Q (10355.660000 sec): 3 clusters
  Score: Raw -1357068.154372 + Penalty 3071.271347 = -1353996.883025
  nChanged 3
		SP:Iteration 38Q (10355.880000 sec): 3 clusters
  Score: Raw -1357070.620216 + Penalty 3071.271347 = -1353999.348869
  nChanged 2
		SP:Iteration 39Q (10356.070000 sec): 3 clusters
  Score: Raw -1357071.672394 + Penalty 3071.271347 = -1354000.401047
  nChanged 1
		SP:Iteration 40F (10356.250000 sec): 3 clusters
  Score: Raw -1357072.911006 + Penalty 3071.271347 = -1354001.639659
  nChanged 3
		SP:Iteration 41Q (10356.450000 sec): 3 clusters
  Score: Raw -1357074.388575 + Penalty 3071.271347 = -1354003.117228
  nChanged 0
		SP:Iteration 42F (10356.690000 sec): 3 clusters
  Score: Raw -1357074.388575 + Penalty 3071.271347 = -1354003.117228
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 39 (5232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10356.840000 sec): 2 clusters
  Score: Raw -505280.332515 + Penalty 1391.414195 = -503888.918320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10357.070000 sec): 3 clusters
  Score: Raw -502541.334524 + Penalty 2782.828390 = -499758.506134
  nChanged 2092
		SP:Iteration 1F (10357.280000 sec): 3 clusters
  Score: Raw -503768.068269 + Penalty 2782.828390 = -500985.239879
  nChanged 417
		SP:Iteration 2F (10357.520000 sec): 3 clusters
  Score: Raw -504027.473687 + Penalty 2782.828390 = -501244.645296
  nChanged 307
		SP:Iteration 3F (10357.700000 sec): 3 clusters
  Score: Raw -504196.917918 + Penalty 2782.828390 = -501414.089528
  nChanged 246
		SP:Iteration 4Q (10357.870000 sec): 3 clusters
  Score: Raw -504323.687260 + Penalty 2782.828390 = -501540.858870
  nChanged 188
		SP:Iteration 5Q (10358.100000 sec): 3 clusters
  Score: Raw -504419.749302 + Penalty 2782.828390 = -501636.920911
  nChanged 168
		SP:Iteration 6Q (10358.270000 sec): 3 clusters
  Score: Raw -504503.611282 + Penalty 2782.828390 = -501720.782892
  nChanged 156
		SP:Iteration 7Q (10358.460000 sec): 3 clusters
  Score: Raw -504574.200786 + Penalty 2782.828390 = -501791.372395
  nChanged 123
		SP:Iteration 8Q (10358.680000 sec): 3 clusters
  Score: Raw -504629.210668 + Penalty 2782.828390 = -501846.382277
  nChanged 105
		SP:Iteration 9Q (10358.890000 sec): 3 clusters
  Score: Raw -504665.377599 + Penalty 2782.828390 = -501882.549209
  nChanged 84
		SP:Iteration 10Q (10359.100000 sec): 3 clusters
  Score: Raw -504697.071423 + Penalty 2782.828390 = -501914.243032
  nChanged 71
		SP:Iteration 11Q (10359.320000 sec): 3 clusters
  Score: Raw -504732.682827 + Penalty 2782.828390 = -501949.854436
  nChanged 80
		SP:Iteration 12Q (10359.530000 sec): 3 clusters
  Score: Raw -504765.735706 + Penalty 2782.828390 = -501982.907316
  nChanged 73
		SP:Iteration 13Q (10359.730000 sec): 3 clusters
  Score: Raw -504795.368700 + Penalty 2782.828390 = -502012.540310
  nChanged 65
		SP:Iteration 14Q (10359.910000 sec): 3 clusters
  Score: Raw -504828.230561 + Penalty 2782.828390 = -502045.402171
  nChanged 78
		SP:Iteration 15Q (10360.130000 sec): 3 clusters
  Score: Raw -504873.600483 + Penalty 2782.828390 = -502090.772093
  nChanged 78
		SP:Iteration 16Q (10360.340000 sec): 3 clusters
  Score: Raw -504921.811767 + Penalty 2782.828390 = -502138.983377
  nChanged 83
		SP:Iteration 17Q (10360.610000 sec): 3 clusters
  Score: Raw -504976.485268 + Penalty 2782.828390 = -502193.656877
  nChanged 80
		SP:Iteration 18Q (10360.770000 sec): 3 clusters
  Score: Raw -505023.632194 + Penalty 2782.828390 = -502240.803804
  nChanged 79
		SP:Iteration 19Q (10360.960000 sec): 3 clusters
  Score: Raw -505066.053212 + Penalty 2782.828390 = -502283.224822
  nChanged 75
		SP:Iteration 20F (10361.160000 sec): 3 clusters
  Score: Raw -505113.654413 + Penalty 2782.828390 = -502330.826023
  nChanged 68
		SP:Iteration 21Q (10361.350000 sec): 3 clusters
  Score: Raw -505148.649589 + Penalty 2782.828390 = -502365.821199
  nChanged 56
		SP:Iteration 22Q (10361.580000 sec): 3 clusters
  Score: Raw -505174.746022 + Penalty 2782.828390 = -502391.917632
  nChanged 51
		SP:Iteration 23Q (10361.760000 sec): 3 clusters
  Score: Raw -505200.340343 + Penalty 2782.828390 = -502417.511953
  nChanged 43
		SP:Iteration 24Q (10361.950000 sec): 3 clusters
  Score: Raw -505218.947034 + Penalty 2782.828390 = -502436.118643
  nChanged 43
		SP:Iteration 25Q (10362.150000 sec): 3 clusters
  Score: Raw -505241.182938 + Penalty 2782.828390 = -502458.354548
  nChanged 44
		SP:Iteration 26Q (10362.370000 sec): 3 clusters
  Score: Raw -505263.212998 + Penalty 2782.828390 = -502480.384607
  nChanged 34
		SP:Iteration 27Q (10362.540000 sec): 3 clusters
  Score: Raw -505277.011621 + Penalty 2782.828390 = -502494.183230
  nChanged 21
		SP:Iteration 28Q (10362.710000 sec): 3 clusters
  Score: Raw -505286.126851 + Penalty 2782.828390 = -502503.298461
  nChanged 23
		SP:Iteration 29Q (10362.890000 sec): 3 clusters
  Score: Raw -505297.967525 + Penalty 2782.828390 = -502515.139135
  nChanged 29
		SP:Iteration 30Q (10363.060000 sec): 3 clusters
  Score: Raw -505313.987565 + Penalty 2782.828390 = -502531.159174
  nChanged 35
		SP:Iteration 31Q (10363.270000 sec): 3 clusters
  Score: Raw -505334.582541 + Penalty 2782.828390 = -502551.754151
  nChanged 39
		SP:Iteration 32Q (10363.480000 sec): 3 clusters
  Score: Raw -505359.853247 + Penalty 2782.828390 = -502577.024857
  nChanged 43
		SP:Iteration 33Q (10363.640000 sec): 3 clusters
  Score: Raw -505384.187794 + Penalty 2782.828390 = -502601.359404
  nChanged 35
		SP:Iteration 34Q (10363.810000 sec): 3 clusters
  Score: Raw -505405.126807 + Penalty 2782.828390 = -502622.298416
  nChanged 21
		SP:Iteration 35Q (10364.000000 sec): 3 clusters
  Score: Raw -505414.565327 + Penalty 2782.828390 = -502631.736936
  nChanged 17
		SP:Iteration 36Q (10364.200000 sec): 3 clusters
  Score: Raw -505422.293403 + Penalty 2782.828390 = -502639.465013
  nChanged 17
		SP:Iteration 37Q (10364.380000 sec): 3 clusters
  Score: Raw -505430.170536 + Penalty 2782.828390 = -502647.342146
  nChanged 11
		SP:Iteration 38Q (10364.570000 sec): 3 clusters
  Score: Raw -505437.252681 + Penalty 2782.828390 = -502654.424290
  nChanged 15
		SP:Iteration 39Q (10364.790000 sec): 3 clusters
  Score: Raw -505443.876249 + Penalty 2782.828390 = -502661.047858
  nChanged 18
		SP:Iteration 40F (10364.980000 sec): 3 clusters
  Score: Raw -505452.311539 + Penalty 2782.828390 = -502669.483149
  nChanged 17
		SP:Iteration 41Q (10365.160000 sec): 3 clusters
  Score: Raw -505466.111990 + Penalty 2782.828390 = -502683.283600
  nChanged 16
		SP:Iteration 42Q (10365.370000 sec): 3 clusters
  Score: Raw -505474.007115 + Penalty 2782.828390 = -502691.178725
  nChanged 15
		SP:Iteration 43Q (10365.540000 sec): 3 clusters
  Score: Raw -505480.093949 + Penalty 2782.828390 = -502697.265558
  nChanged 11
		SP:Iteration 44Q (10365.780000 sec): 3 clusters
  Score: Raw -505486.420028 + Penalty 2782.828390 = -502703.591638
  nChanged 7
		SP:Iteration 45Q (10365.960000 sec): 3 clusters
  Score: Raw -505488.815762 + Penalty 2782.828390 = -502705.987371
  nChanged 7
		SP:Iteration 46Q (10366.130000 sec): 3 clusters
  Score: Raw -505491.349859 + Penalty 2782.828390 = -502708.521469
  nChanged 9
		SP:Iteration 47Q (10366.340000 sec): 3 clusters
  Score: Raw -505495.817375 + Penalty 2782.828390 = -502712.988985
  nChanged 7
		SP:Iteration 48Q (10366.530000 sec): 3 clusters
  Score: Raw -505497.653133 + Penalty 2782.828390 = -502714.824743
  nChanged 4
		SP:Iteration 49Q (10366.720000 sec): 3 clusters
  Score: Raw -505499.535750 + Penalty 2782.828390 = -502716.707360
  nChanged 7
		SP:Iteration 50Q (10366.950000 sec): 3 clusters
  Score: Raw -505502.988671 + Penalty 2782.828390 = -502720.160281
  nChanged 5
		SP:Iteration 51Q (10367.110000 sec): 3 clusters
  Score: Raw -505505.954232 + Penalty 2782.828390 = -502723.125842
  nChanged 6
		SP:Iteration 52Q (10367.360000 sec): 3 clusters
  Score: Raw -505511.172369 + Penalty 2782.828390 = -502728.343979
  nChanged 17
		SP:Iteration 53Q (10367.560000 sec): 3 clusters
  Score: Raw -505519.051379 + Penalty 2782.828390 = -502736.222989
  nChanged 10
		SP:Iteration 54Q (10367.830000 sec): 3 clusters
  Score: Raw -505529.757143 + Penalty 2782.828390 = -502746.928753
  nChanged 18
		SP:Iteration 55Q (10368.010000 sec): 3 clusters
  Score: Raw -505542.434243 + Penalty 2782.828390 = -502759.605853
  nChanged 15
		SP:Iteration 56Q (10368.170000 sec): 3 clusters
  Score: Raw -505552.769030 + Penalty 2782.828390 = -502769.940639
  nChanged 9
		SP:Iteration 57Q (10368.370000 sec): 3 clusters
  Score: Raw -505556.697230 + Penalty 2782.828390 = -502773.868840
  nChanged 9
		SP:Iteration 58Q (10368.580000 sec): 3 clusters
  Score: Raw -505562.513879 + Penalty 2782.828390 = -502779.685489
  nChanged 13
		SP:Iteration 59Q (10368.770000 sec): 3 clusters
  Score: Raw -505569.685776 + Penalty 2782.828390 = -502786.857386
  nChanged 9
		SP:Iteration 60F (10368.980000 sec): 3 clusters
  Score: Raw -505573.851177 + Penalty 2782.828390 = -502791.022787
  nChanged 8
		SP:Iteration 61Q (10369.170000 sec): 3 clusters
  Score: Raw -505576.904988 + Penalty 2782.828390 = -502794.076597
  nChanged 5
		SP:Iteration 62Q (10369.390000 sec): 3 clusters
  Score: Raw -505579.226158 + Penalty 2782.828390 = -502796.397768
  nChanged 7
		SP:Iteration 63Q (10369.590000 sec): 3 clusters
  Score: Raw -505583.765787 + Penalty 2782.828390 = -502800.937397
  nChanged 6
		SP:Iteration 64Q (10369.750000 sec): 3 clusters
  Score: Raw -505586.436499 + Penalty 2782.828390 = -502803.608109
  nChanged 5
		SP:Iteration 65Q (10369.930000 sec): 3 clusters
  Score: Raw -505587.711303 + Penalty 2782.828390 = -502804.882913
  nChanged 1
		SP:Iteration 66Q (10370.110000 sec): 3 clusters
  Score: Raw -505588.440005 + Penalty 2782.828390 = -502805.611615
  nChanged 0
		SP:Iteration 67F (10370.290000 sec): 3 clusters
  Score: Raw -505588.440005 + Penalty 2782.828390 = -502805.611615
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 40 (3279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10370.440000 sec): 2 clusters
  Score: Raw -310166.763720 + Penalty 1315.485239 = -308851.278481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10370.590000 sec): 3 clusters
  Score: Raw -308599.875035 + Penalty 2630.970477 = -305968.904558
  nChanged 1267
		SP:Iteration 1F (10370.810000 sec): 3 clusters
  Score: Raw -309368.861648 + Penalty 2630.970477 = -306737.891170
  nChanged 246
		SP:Iteration 2F (10371.010000 sec): 3 clusters
  Score: Raw -309516.987053 + Penalty 2630.970477 = -306886.016575
  nChanged 159
		SP:Iteration 3Q (10371.230000 sec): 3 clusters
  Score: Raw -309612.265505 + Penalty 2630.970477 = -306981.295027
  nChanged 128
		SP:Iteration 4Q (10371.410000 sec): 3 clusters
  Score: Raw -309683.544411 + Penalty 2630.970477 = -307052.573934
  nChanged 101
		SP:Iteration 5Q (10371.600000 sec): 3 clusters
  Score: Raw -309737.505572 + Penalty 2630.970477 = -307106.535094
  nChanged 89
		SP:Iteration 6Q (10371.830000 sec): 3 clusters
  Score: Raw -309791.878884 + Penalty 2630.970477 = -307160.908406
  nChanged 86
		SP:Iteration 7Q (10371.970000 sec): 3 clusters
  Score: Raw -309849.732600 + Penalty 2630.970477 = -307218.762122
  nChanged 92
		SP:Iteration 8Q (10372.160000 sec): 3 clusters
  Score: Raw -309912.306041 + Penalty 2630.970477 = -307281.335563
  nChanged 87
		SP:Iteration 9Q (10372.350000 sec): 3 clusters
  Score: Raw -309971.087576 + Penalty 2630.970477 = -307340.117099
  nChanged 93
		SP:Iteration 10Q (10372.530000 sec): 3 clusters
  Score: Raw -310031.019650 + Penalty 2630.970477 = -307400.049173
  nChanged 93
		SP:Iteration 11Q (10372.750000 sec): 3 clusters
  Score: Raw -310111.452080 + Penalty 2630.970477 = -307480.481602
  nChanged 88
		SP:Iteration 12Q (10372.950000 sec): 3 clusters
  Score: Raw -310174.573092 + Penalty 2630.970477 = -307543.602614
  nChanged 87
		SP:Iteration 13Q (10373.170000 sec): 3 clusters
  Score: Raw -310241.261786 + Penalty 2630.970477 = -307610.291309
  nChanged 100
		SP:Iteration 14Q (10373.400000 sec): 3 clusters
  Score: Raw -310314.668987 + Penalty 2630.970477 = -307683.698509
  nChanged 98
		SP:Iteration 15Q (10373.590000 sec): 3 clusters
  Score: Raw -310397.187181 + Penalty 2630.970477 = -307766.216703
  nChanged 87
		SP:Iteration 16Q (10373.770000 sec): 3 clusters
  Score: Raw -310482.068072 + Penalty 2630.970477 = -307851.097595
  nChanged 104
		SP:Iteration 17Q (10373.990000 sec): 3 clusters
  Score: Raw -310570.126301 + Penalty 2630.970477 = -307939.155824
  nChanged 82
		SP:Iteration 18Q (10374.190000 sec): 3 clusters
  Score: Raw -310633.628959 + Penalty 2630.970477 = -308002.658482
  nChanged 73
		SP:Iteration 19Q (10374.330000 sec): 3 clusters
  Score: Raw -310703.355794 + Penalty 2630.970477 = -308072.385317
  nChanged 79
		SP:Iteration 20F (10374.560000 sec): 3 clusters
  Score: Raw -310794.914785 + Penalty 2630.970477 = -308163.944308
  nChanged 73
		SP:Iteration 21Q (10374.690000 sec): 3 clusters
  Score: Raw -310868.439158 + Penalty 2630.970477 = -308237.468680
  nChanged 71
		SP:Iteration 22Q (10374.870000 sec): 3 clusters
  Score: Raw -310923.079543 + Penalty 2630.970477 = -308292.109066
  nChanged 46
		SP:Iteration 23Q (10375.010000 sec): 3 clusters
  Score: Raw -310955.733117 + Penalty 2630.970477 = -308324.762639
  nChanged 32
		SP:Iteration 24Q (10375.170000 sec): 3 clusters
  Score: Raw -310970.028747 + Penalty 2630.970477 = -308339.058270
  nChanged 19
		SP:Iteration 25Q (10375.360000 sec): 3 clusters
  Score: Raw -310978.240578 + Penalty 2630.970477 = -308347.270100
  nChanged 13
		SP:Iteration 26Q (10375.510000 sec): 3 clusters
  Score: Raw -310984.851543 + Penalty 2630.970477 = -308353.881066
  nChanged 12
		SP:Iteration 27Q (10375.700000 sec): 3 clusters
  Score: Raw -310988.675338 + Penalty 2630.970477 = -308357.704860
  nChanged 5
		SP:Iteration 28Q (10375.890000 sec): 3 clusters
  Score: Raw -310990.622340 + Penalty 2630.970477 = -308359.651863
  nChanged 5
		SP:Iteration 29Q (10376.020000 sec): 3 clusters
  Score: Raw -310993.355084 + Penalty 2630.970477 = -308362.384606
  nChanged 5
		SP:Iteration 30Q (10376.210000 sec): 3 clusters
  Score: Raw -310995.292942 + Penalty 2630.970477 = -308364.322464
  nChanged 2
		SP:Iteration 31Q (10376.370000 sec): 3 clusters
  Score: Raw -310995.693450 + Penalty 2630.970477 = -308364.722972
  nChanged 0
		SP:Iteration 32F (10376.550000 sec): 3 clusters
  Score: Raw -310995.693450 + Penalty 2630.970477 = -308364.722972
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 41 (8084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10376.690000 sec): 2 clusters
  Score: Raw -797119.415848 + Penalty 1462.116838 = -795657.299011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10376.990000 sec): 3 clusters
  Score: Raw -792670.800890 + Penalty 2924.233676 = -789746.567215
  nChanged 3429
		SP:Iteration 1F (10377.210000 sec): 3 clusters
  Score: Raw -794518.832047 + Penalty 2924.233676 = -791594.598371
  nChanged 501
		SP:Iteration 2F (10377.420000 sec): 3 clusters
  Score: Raw -794735.507589 + Penalty 2924.233676 = -791811.273913
  nChanged 398
		SP:Iteration 3Q (10377.620000 sec): 3 clusters
  Score: Raw -794889.395955 + Penalty 2924.233676 = -791965.162280
  nChanged 316
		SP:Iteration 4Q (10377.820000 sec): 3 clusters
  Score: Raw -795026.367695 + Penalty 2924.233676 = -792102.134020
  nChanged 324
		SP:Iteration 5Q (10378.010000 sec): 3 clusters
  Score: Raw -795168.904707 + Penalty 2924.233676 = -792244.671032
  nChanged 310
		SP:Iteration 6Q (10378.220000 sec): 3 clusters
  Score: Raw -795310.744244 + Penalty 2924.233676 = -792386.510568
  nChanged 292
		SP:Iteration 7Q (10378.450000 sec): 3 clusters
  Score: Raw -795454.914393 + Penalty 2924.233676 = -792530.680717
  nChanged 287
		SP:Iteration 8Q (10378.640000 sec): 3 clusters
  Score: Raw -795625.985278 + Penalty 2924.233676 = -792701.751602
  nChanged 303
		SP:Iteration 9Q (10378.890000 sec): 3 clusters
  Score: Raw -795789.528267 + Penalty 2924.233676 = -792865.294592
  nChanged 277
		SP:Iteration 10Q (10379.130000 sec): 3 clusters
  Score: Raw -795933.571503 + Penalty 2924.233676 = -793009.337828
  nChanged 259
		SP:Iteration 11Q (10379.360000 sec): 3 clusters
  Score: Raw -796071.715763 + Penalty 2924.233676 = -793147.482087
  nChanged 253
		SP:Iteration 12Q (10379.580000 sec): 3 clusters
  Score: Raw -796226.031955 + Penalty 2924.233676 = -793301.798279
  nChanged 230
		SP:Iteration 13Q (10379.800000 sec): 3 clusters
  Score: Raw -796365.048350 + Penalty 2924.233676 = -793440.814674
  nChanged 203
		SP:Iteration 14Q (10379.960000 sec): 3 clusters
  Score: Raw -796488.424231 + Penalty 2924.233676 = -793564.190556
  nChanged 212
		SP:Iteration 15Q (10380.210000 sec): 3 clusters
  Score: Raw -796618.037081 + Penalty 2924.233676 = -793693.803405
  nChanged 184
		SP:Iteration 16Q (10380.460000 sec): 3 clusters
  Score: Raw -796747.990625 + Penalty 2924.233676 = -793823.756949
  nChanged 183
		SP:Iteration 17Q (10380.760000 sec): 3 clusters
  Score: Raw -796881.374807 + Penalty 2924.233676 = -793957.141132
  nChanged 157
		SP:Iteration 18Q (10380.920000 sec): 3 clusters
  Score: Raw -797009.680400 + Penalty 2924.233676 = -794085.446724
  nChanged 134
		SP:Iteration 19Q (10381.140000 sec): 3 clusters
  Score: Raw -797126.122856 + Penalty 2924.233676 = -794201.889181
  nChanged 104
		SP:Iteration 20F (10381.340000 sec): 3 clusters
  Score: Raw -797213.223881 + Penalty 2924.233676 = -794288.990206
  nChanged 80
		SP:Iteration 21Q (10381.570000 sec): 3 clusters
  Score: Raw -797281.878328 + Penalty 2924.233676 = -794357.644653
  nChanged 61
		SP:Iteration 22Q (10381.760000 sec): 3 clusters
  Score: Raw -797332.609554 + Penalty 2924.233676 = -794408.375878
  nChanged 37
		SP:Iteration 23Q (10382.000000 sec): 3 clusters
  Score: Raw -797357.309658 + Penalty 2924.233676 = -794433.075982
  nChanged 25
		SP:Iteration 24Q (10382.210000 sec): 3 clusters
  Score: Raw -797373.991089 + Penalty 2924.233676 = -794449.757414
  nChanged 23
		SP:Iteration 25Q (10382.410000 sec): 3 clusters
  Score: Raw -797392.527103 + Penalty 2924.233676 = -794468.293428
  nChanged 27
		SP:Iteration 26Q (10382.650000 sec): 3 clusters
  Score: Raw -797410.980183 + Penalty 2924.233676 = -794486.746507
  nChanged 15
		SP:Iteration 27Q (10382.820000 sec): 3 clusters
  Score: Raw -797420.743574 + Penalty 2924.233676 = -794496.509898
  nChanged 17
		SP:Iteration 28Q (10383.080000 sec): 3 clusters
  Score: Raw -797432.608394 + Penalty 2924.233676 = -794508.374719
  nChanged 11
		SP:Iteration 29Q (10383.320000 sec): 3 clusters
  Score: Raw -797443.839372 + Penalty 2924.233676 = -794519.605696
  nChanged 12
		SP:Iteration 30Q (10383.500000 sec): 3 clusters
  Score: Raw -797451.937062 + Penalty 2924.233676 = -794527.703386
  nChanged 10
		SP:Iteration 31Q (10383.720000 sec): 3 clusters
  Score: Raw -797458.194895 + Penalty 2924.233676 = -794533.961220
  nChanged 3
		SP:Iteration 32Q (10383.920000 sec): 3 clusters
  Score: Raw -797461.093089 + Penalty 2924.233676 = -794536.859413
  nChanged 4
		SP:Iteration 33Q (10384.110000 sec): 3 clusters
  Score: Raw -797463.410836 + Penalty 2924.233676 = -794539.177161
  nChanged 3
		SP:Iteration 34Q (10384.330000 sec): 3 clusters
  Score: Raw -797465.051653 + Penalty 2924.233676 = -794540.817978
  nChanged 1
		SP:Iteration 35Q (10384.520000 sec): 3 clusters
  Score: Raw -797466.290618 + Penalty 2924.233676 = -794542.056943
  nChanged 2
		SP:Iteration 36Q (10384.710000 sec): 3 clusters
  Score: Raw -797469.704024 + Penalty 2924.233676 = -794545.470348
  nChanged 3
		SP:Iteration 37Q (10384.960000 sec): 3 clusters
  Score: Raw -797472.014982 + Penalty 2924.233676 = -794547.781307
  nChanged 4
		SP:Iteration 38Q (10385.170000 sec): 3 clusters
  Score: Raw -797475.391480 + Penalty 2924.233676 = -794551.157805
  nChanged 2
		SP:Iteration 39Q (10385.360000 sec): 3 clusters
  Score: Raw -797475.951885 + Penalty 2924.233676 = -794551.718209
  nChanged 0
		SP:Iteration 40F (10385.510000 sec): 3 clusters
  Score: Raw -797475.951885 + Penalty 2924.233676 = -794551.718209
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 42 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10385.640000 sec): 2 clusters
  Score: Raw -99645.071853 + Penalty 1142.801442 = -98502.270411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10385.820000 sec): 3 clusters
  Score: Raw -99279.594875 + Penalty 2285.602885 = -96993.991990
  nChanged 360
		SP:Iteration 1F (10385.980000 sec): 3 clusters
  Score: Raw -99598.255717 + Penalty 2285.602885 = -97312.652832
  nChanged 114
		SP:Iteration 2F (10386.200000 sec): 3 clusters
  Score: Raw -99738.016215 + Penalty 2285.602885 = -97452.413330
  nChanged 55
		SP:Iteration 3Q (10386.340000 sec): 3 clusters
  Score: Raw -99812.789915 + Penalty 2285.602885 = -97527.187030
  nChanged 59
		SP:Iteration 4F (10386.520000 sec): 3 clusters
  Score: Raw -99926.551974 + Penalty 2285.602885 = -97640.949089
  nChanged 50
		SP:Iteration 5Q (10386.680000 sec): 3 clusters
  Score: Raw -100048.917050 + Penalty 2285.602885 = -97763.314165
  nChanged 41
		SP:Iteration 6Q (10386.920000 sec): 3 clusters
  Score: Raw -100114.840481 + Penalty 2285.602885 = -97829.237596
  nChanged 22
		SP:Iteration 7Q (10387.140000 sec): 3 clusters
  Score: Raw -100140.711415 + Penalty 2285.602885 = -97855.108530
  nChanged 12
		SP:Iteration 8Q (10387.340000 sec): 3 clusters
  Score: Raw -100160.734435 + Penalty 2285.602885 = -97875.131551
  nChanged 16
		SP:Iteration 9Q (10387.530000 sec): 3 clusters
  Score: Raw -100183.624694 + Penalty 2285.602885 = -97898.021809
  nChanged 17
		SP:Iteration 10Q (10387.730000 sec): 3 clusters
  Score: Raw -100207.801064 + Penalty 2285.602885 = -97922.198179
  nChanged 16
		SP:Iteration 11Q (10387.930000 sec): 3 clusters
  Score: Raw -100230.265467 + Penalty 2285.602885 = -97944.662583
  nChanged 13
		SP:Iteration 12Q (10388.110000 sec): 3 clusters
  Score: Raw -100255.140529 + Penalty 2285.602885 = -97969.537645
  nChanged 15
		SP:Iteration 13Q (10388.280000 sec): 3 clusters
  Score: Raw -100283.746609 + Penalty 2285.602885 = -97998.143724
  nChanged 18
		SP:Iteration 14Q (10388.500000 sec): 3 clusters
  Score: Raw -100312.062939 + Penalty 2285.602885 = -98026.460054
  nChanged 14
		SP:Iteration 15Q (10388.700000 sec): 3 clusters
  Score: Raw -100331.494676 + Penalty 2285.602885 = -98045.891791
  nChanged 10
		SP:Iteration 16Q (10388.890000 sec): 3 clusters
  Score: Raw -100346.233848 + Penalty 2285.602885 = -98060.630963
  nChanged 2
		SP:Iteration 17Q (10389.080000 sec): 3 clusters
  Score: Raw -100348.409702 + Penalty 2285.602885 = -98062.806817
  nChanged 1
		SP:Iteration 18Q (10389.280000 sec): 3 clusters
  Score: Raw -100348.957346 + Penalty 2285.602885 = -98063.354461
  nChanged 1
		SP:Iteration 19Q (10389.440000 sec): 3 clusters
  Score: Raw -100349.549761 + Penalty 2285.602885 = -98063.946876
  nChanged 0
		SP:Iteration 20F (10389.600000 sec): 3 clusters
  Score: Raw -100349.549761 + Penalty 2285.602885 = -98063.946876
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 43 (4926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10389.770000 sec): 2 clusters
  Score: Raw -465810.831523 + Penalty 1381.620919 = -464429.210604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10389.990000 sec): 3 clusters
  Score: Raw -463316.794925 + Penalty 2763.241838 = -460553.553087
  nChanged 1991
		SP:Iteration 1F (10390.180000 sec): 3 clusters
  Score: Raw -464531.939333 + Penalty 2763.241838 = -461768.697495
  nChanged 396
		SP:Iteration 2F (10390.390000 sec): 3 clusters
  Score: Raw -464783.849660 + Penalty 2763.241838 = -462020.607822
  nChanged 308
		SP:Iteration 3F (10390.600000 sec): 3 clusters
  Score: Raw -464967.331109 + Penalty 2763.241838 = -462204.089271
  nChanged 252
		SP:Iteration 4F (10390.830000 sec): 3 clusters
  Score: Raw -465112.193392 + Penalty 2763.241838 = -462348.951554
  nChanged 203
		SP:Iteration 5Q (10391.000000 sec): 3 clusters
  Score: Raw -465234.488914 + Penalty 2763.241838 = -462471.247076
  nChanged 196
		SP:Iteration 6Q (10391.200000 sec): 3 clusters
  Score: Raw -465336.487169 + Penalty 2763.241838 = -462573.245331
  nChanged 151
		SP:Iteration 7Q (10391.390000 sec): 3 clusters
  Score: Raw -465416.435798 + Penalty 2763.241838 = -462653.193960
  nChanged 143
		SP:Iteration 8Q (10391.620000 sec): 3 clusters
  Score: Raw -465488.077180 + Penalty 2763.241838 = -462724.835342
  nChanged 117
		SP:Iteration 9Q (10391.810000 sec): 3 clusters
  Score: Raw -465539.093835 + Penalty 2763.241838 = -462775.851997
  nChanged 114
		SP:Iteration 10Q (10392.000000 sec): 3 clusters
  Score: Raw -465606.557086 + Penalty 2763.241838 = -462843.315248
  nChanged 106
		SP:Iteration 11Q (10392.170000 sec): 3 clusters
  Score: Raw -465667.084592 + Penalty 2763.241838 = -462903.842754
  nChanged 99
		SP:Iteration 12Q (10392.350000 sec): 3 clusters
  Score: Raw -465717.857112 + Penalty 2763.241838 = -462954.615274
  nChanged 92
		SP:Iteration 13Q (10392.530000 sec): 3 clusters
  Score: Raw -465754.219729 + Penalty 2763.241838 = -462990.977891
  nChanged 78
		SP:Iteration 14Q (10392.700000 sec): 3 clusters
  Score: Raw -465791.874882 + Penalty 2763.241838 = -463028.633044
  nChanged 57
		SP:Iteration 15Q (10392.900000 sec): 3 clusters
  Score: Raw -465817.216704 + Penalty 2763.241838 = -463053.974866
  nChanged 57
		SP:Iteration 16Q (10393.110000 sec): 3 clusters
  Score: Raw -465839.521105 + Penalty 2763.241838 = -463076.279267
  nChanged 53
		SP:Iteration 17Q (10393.310000 sec): 3 clusters
  Score: Raw -465858.689477 + Penalty 2763.241838 = -463095.447639
  nChanged 50
		SP:Iteration 18Q (10393.510000 sec): 3 clusters
  Score: Raw -465876.956655 + Penalty 2763.241838 = -463113.714817
  nChanged 48
		SP:Iteration 19Q (10393.740000 sec): 3 clusters
  Score: Raw -465890.628841 + Penalty 2763.241838 = -463127.387003
  nChanged 29
		SP:Iteration 20F (10393.950000 sec): 3 clusters
  Score: Raw -465899.142200 + Penalty 2763.241838 = -463135.900362
  nChanged 24
		SP:Iteration 21Q (10394.130000 sec): 3 clusters
  Score: Raw -465904.644878 + Penalty 2763.241838 = -463141.403040
  nChanged 15
		SP:Iteration 22Q (10394.330000 sec): 3 clusters
  Score: Raw -465909.014877 + Penalty 2763.241838 = -463145.773039
  nChanged 11
		SP:Iteration 23Q (10394.510000 sec): 3 clusters
  Score: Raw -465911.749936 + Penalty 2763.241838 = -463148.508098
  nChanged 11
		SP:Iteration 24Q (10394.710000 sec): 3 clusters
  Score: Raw -465915.289255 + Penalty 2763.241838 = -463152.047417
  nChanged 10
		SP:Iteration 25Q (10394.890000 sec): 3 clusters
  Score: Raw -465919.210480 + Penalty 2763.241838 = -463155.968642
  nChanged 7
		SP:Iteration 26Q (10395.080000 sec): 3 clusters
  Score: Raw -465921.357782 + Penalty 2763.241838 = -463158.115944
  nChanged 7
		SP:Iteration 27Q (10395.270000 sec): 3 clusters
  Score: Raw -465922.885696 + Penalty 2763.241838 = -463159.643858
  nChanged 8
		SP:Iteration 28Q (10395.460000 sec): 3 clusters
  Score: Raw -465924.576154 + Penalty 2763.241838 = -463161.334316
  nChanged 6
		SP:Iteration 29Q (10395.630000 sec): 3 clusters
  Score: Raw -465925.895975 + Penalty 2763.241838 = -463162.654137
  nChanged 6
		SP:Iteration 30Q (10395.870000 sec): 3 clusters
  Score: Raw -465926.896086 + Penalty 2763.241838 = -463163.654248
  nChanged 4
		SP:Iteration 31Q (10396.070000 sec): 3 clusters
  Score: Raw -465927.394077 + Penalty 2763.241838 = -463164.152239
  nChanged 2
		SP:Iteration 32Q (10396.320000 sec): 3 clusters
  Score: Raw -465927.703645 + Penalty 2763.241838 = -463164.461807
  nChanged 2
		SP:Iteration 33Q (10396.550000 sec): 3 clusters
  Score: Raw -465927.869335 + Penalty 2763.241838 = -463164.627497
  nChanged 0
		SP:Iteration 34F (10396.750000 sec): 3 clusters
  Score: Raw -465927.869335 + Penalty 2763.241838 = -463164.627497
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 44 (8137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10396.870000 sec): 2 clusters
  Score: Raw -779918.884556 + Penalty 1463.178737 = -778455.705820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10397.110000 sec): 3 clusters
  Score: Raw -775404.927564 + Penalty 2926.357473 = -772478.570090
  nChanged 3447
		SP:Iteration 1F (10397.300000 sec): 3 clusters
  Score: Raw -777396.850717 + Penalty 2926.357473 = -774470.493244
  nChanged 628
		SP:Iteration 2F (10397.520000 sec): 3 clusters
  Score: Raw -777772.023742 + Penalty 2926.357473 = -774845.666269
  nChanged 508
		SP:Iteration 3F (10397.720000 sec): 3 clusters
  Score: Raw -778113.181797 + Penalty 2926.357473 = -775186.824324
  nChanged 519
		SP:Iteration 4F (10397.930000 sec): 3 clusters
  Score: Raw -778474.462676 + Penalty 2926.357473 = -775548.105203
  nChanged 479
		SP:Iteration 5F (10398.130000 sec): 3 clusters
  Score: Raw -778825.597893 + Penalty 2926.357473 = -775899.240419
  nChanged 423
		SP:Iteration 6F (10398.350000 sec): 3 clusters
  Score: Raw -779108.655826 + Penalty 2926.357473 = -776182.298353
  nChanged 376
		SP:Iteration 7Q (10398.590000 sec): 3 clusters
  Score: Raw -779353.694041 + Penalty 2926.357473 = -776427.336568
  nChanged 324
		SP:Iteration 8Q (10398.810000 sec): 3 clusters
  Score: Raw -779537.794073 + Penalty 2926.357473 = -776611.436600
  nChanged 224
		SP:Iteration 9Q (10398.980000 sec): 3 clusters
  Score: Raw -779658.100470 + Penalty 2926.357473 = -776731.742997
  nChanged 196
		SP:Iteration 10Q (10399.210000 sec): 3 clusters
  Score: Raw -779751.557893 + Penalty 2926.357473 = -776825.200420
  nChanged 136
		SP:Iteration 11Q (10399.380000 sec): 3 clusters
  Score: Raw -779811.120488 + Penalty 2926.357473 = -776884.763015
  nChanged 117
		SP:Iteration 12Q (10399.580000 sec): 3 clusters
  Score: Raw -779860.299966 + Penalty 2926.357473 = -776933.942493
  nChanged 119
		SP:Iteration 13Q (10399.800000 sec): 3 clusters
  Score: Raw -779903.733739 + Penalty 2926.357473 = -776977.376265
  nChanged 105
		SP:Iteration 14Q (10400.020000 sec): 3 clusters
  Score: Raw -779942.449430 + Penalty 2926.357473 = -777016.091957
  nChanged 89
		SP:Iteration 15Q (10400.240000 sec): 3 clusters
  Score: Raw -779978.203411 + Penalty 2926.357473 = -777051.845937
  nChanged 81
		SP:Iteration 16Q (10400.470000 sec): 3 clusters
  Score: Raw -780010.144525 + Penalty 2926.357473 = -777083.787052
  nChanged 77
		SP:Iteration 17Q (10400.680000 sec): 3 clusters
  Score: Raw -780044.845658 + Penalty 2926.357473 = -777118.488185
  nChanged 84
		SP:Iteration 18Q (10400.860000 sec): 3 clusters
  Score: Raw -780081.121271 + Penalty 2926.357473 = -777154.763798
  nChanged 70
		SP:Iteration 19Q (10401.070000 sec): 3 clusters
  Score: Raw -780110.654647 + Penalty 2926.357473 = -777184.297174
  nChanged 79
		SP:Iteration 20F (10401.260000 sec): 3 clusters
  Score: Raw -780147.236905 + Penalty 2926.357473 = -777220.879432
  nChanged 84
		SP:Iteration 21Q (10401.460000 sec): 3 clusters
  Score: Raw -780179.838358 + Penalty 2926.357473 = -777253.480885
  nChanged 69
		SP:Iteration 22Q (10401.670000 sec): 3 clusters
  Score: Raw -780206.912911 + Penalty 2926.357473 = -777280.555438
  nChanged 48
		SP:Iteration 23Q (10401.880000 sec): 3 clusters
  Score: Raw -780221.704801 + Penalty 2926.357473 = -777295.347328
  nChanged 46
		SP:Iteration 24Q (10402.080000 sec): 3 clusters
  Score: Raw -780234.518220 + Penalty 2926.357473 = -777308.160747
  nChanged 47
		SP:Iteration 25Q (10402.300000 sec): 3 clusters
  Score: Raw -780252.036055 + Penalty 2926.357473 = -777325.678581
  nChanged 34
		SP:Iteration 26Q (10402.510000 sec): 3 clusters
  Score: Raw -780263.458109 + Penalty 2926.357473 = -777337.100636
  nChanged 31
		SP:Iteration 27Q (10402.710000 sec): 3 clusters
  Score: Raw -780273.229643 + Penalty 2926.357473 = -777346.872170
  nChanged 32
		SP:Iteration 28Q (10402.900000 sec): 3 clusters
  Score: Raw -780282.669554 + Penalty 2926.357473 = -777356.312081
  nChanged 29
		SP:Iteration 29Q (10403.110000 sec): 3 clusters
  Score: Raw -780289.693944 + Penalty 2926.357473 = -777363.336471
  nChanged 37
		SP:Iteration 30Q (10403.330000 sec): 3 clusters
  Score: Raw -780302.478591 + Penalty 2926.357473 = -777376.121118
  nChanged 29
		SP:Iteration 31Q (10403.610000 sec): 3 clusters
  Score: Raw -780315.053117 + Penalty 2926.357473 = -777388.695644
  nChanged 34
		SP:Iteration 32Q (10403.750000 sec): 3 clusters
  Score: Raw -780327.330883 + Penalty 2926.357473 = -777400.973409
  nChanged 26
		SP:Iteration 33Q (10403.950000 sec): 3 clusters
  Score: Raw -780335.776131 + Penalty 2926.357473 = -777409.418657
  nChanged 17
		SP:Iteration 34Q (10404.150000 sec): 3 clusters
  Score: Raw -780339.639397 + Penalty 2926.357473 = -777413.281923
  nChanged 16
		SP:Iteration 35Q (10404.350000 sec): 3 clusters
  Score: Raw -780344.353844 + Penalty 2926.357473 = -777417.996371
  nChanged 14
		SP:Iteration 36Q (10404.640000 sec): 3 clusters
  Score: Raw -780348.452208 + Penalty 2926.357473 = -777422.094734
  nChanged 16
		SP:Iteration 37Q (10404.830000 sec): 3 clusters
  Score: Raw -780351.761047 + Penalty 2926.357473 = -777425.403573
  nChanged 14
		SP:Iteration 38Q (10405.080000 sec): 3 clusters
  Score: Raw -780354.174575 + Penalty 2926.357473 = -777427.817102
  nChanged 10
		SP:Iteration 39Q (10405.290000 sec): 3 clusters
  Score: Raw -780356.194281 + Penalty 2926.357473 = -777429.836807
  nChanged 9
		SP:Iteration 40F (10405.490000 sec): 3 clusters
  Score: Raw -780359.552690 + Penalty 2926.357473 = -777433.195217
  nChanged 12
		SP:Iteration 41Q (10405.730000 sec): 3 clusters
  Score: Raw -780361.558459 + Penalty 2926.357473 = -777435.200986
  nChanged 7
		SP:Iteration 42Q (10405.940000 sec): 3 clusters
  Score: Raw -780362.724274 + Penalty 2926.357473 = -777436.366800
  nChanged 6
		SP:Iteration 43Q (10406.110000 sec): 3 clusters
  Score: Raw -780363.384982 + Penalty 2926.357473 = -777437.027509
  nChanged 3
		SP:Iteration 44Q (10406.320000 sec): 3 clusters
  Score: Raw -780364.043933 + Penalty 2926.357473 = -777437.686460
  nChanged 3
		SP:Iteration 45Q (10406.570000 sec): 3 clusters
  Score: Raw -780364.363666 + Penalty 2926.357473 = -777438.006192
  nChanged 2
		SP:Iteration 46Q (10406.820000 sec): 3 clusters
  Score: Raw -780365.030317 + Penalty 2926.357473 = -777438.672843
  nChanged 5
		SP:Iteration 47Q (10407.090000 sec): 3 clusters
  Score: Raw -780365.879309 + Penalty 2926.357473 = -777439.521836
  nChanged 2
		SP:Iteration 48Q (10407.290000 sec): 3 clusters
  Score: Raw -780366.237363 + Penalty 2926.357473 = -777439.879890
  nChanged 3
		SP:Iteration 49Q (10407.500000 sec): 3 clusters
  Score: Raw -780366.609149 + Penalty 2926.357473 = -777440.251676
  nChanged 5
		SP:Iteration 50Q (10407.720000 sec): 3 clusters
  Score: Raw -780367.915579 + Penalty 2926.357473 = -777441.558106
  nChanged 8
		SP:Iteration 51Q (10407.950000 sec): 3 clusters
  Score: Raw -780370.278137 + Penalty 2926.357473 = -777443.920664
  nChanged 7
		SP:Iteration 52Q (10408.210000 sec): 3 clusters
  Score: Raw -780372.319870 + Penalty 2926.357473 = -777445.962397
  nChanged 10
		SP:Iteration 53Q (10408.410000 sec): 3 clusters
  Score: Raw -780374.825626 + Penalty 2926.357473 = -777448.468152
  nChanged 9
		SP:Iteration 54Q (10408.590000 sec): 3 clusters
  Score: Raw -780376.007495 + Penalty 2926.357473 = -777449.650021
  nChanged 6
		SP:Iteration 55Q (10408.830000 sec): 3 clusters
  Score: Raw -780376.961269 + Penalty 2926.357473 = -777450.603796
  nChanged 1
		SP:Iteration 56Q (10409.050000 sec): 3 clusters
  Score: Raw -780377.140232 + Penalty 2926.357473 = -777450.782759
  nChanged 1
		SP:Iteration 57Q (10409.270000 sec): 3 clusters
  Score: Raw -780377.288842 + Penalty 2926.357473 = -777450.931369
  nChanged 2
		SP:Iteration 58Q (10409.450000 sec): 3 clusters
  Score: Raw -780377.545692 + Penalty 2926.357473 = -777451.188219
  nChanged 3
		SP:Iteration 59Q (10409.650000 sec): 3 clusters
  Score: Raw -780377.712357 + Penalty 2926.357473 = -777451.354883
  nChanged 0
		SP:Iteration 60F (10409.860000 sec): 3 clusters
  Score: Raw -780377.712357 + Penalty 2926.357473 = -777451.354883
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 45 (5291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10409.980000 sec): 2 clusters
  Score: Raw -606495.475552 + Penalty 1393.236413 = -605102.239139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10410.190000 sec): 3 clusters
  Score: Raw -603690.239828 + Penalty 2786.472826 = -600903.767001
  nChanged 2102
		SP:Iteration 1F (10410.430000 sec): 3 clusters
  Score: Raw -604764.160757 + Penalty 2786.472826 = -601977.687930
  nChanged 330
		SP:Iteration 2F (10410.660000 sec): 3 clusters
  Score: Raw -604915.829879 + Penalty 2786.472826 = -602129.357053
  nChanged 244
		SP:Iteration 3Q (10410.850000 sec): 3 clusters
  Score: Raw -605016.891411 + Penalty 2786.472826 = -602230.418585
  nChanged 189
		SP:Iteration 4Q (10411.010000 sec): 3 clusters
  Score: Raw -605087.837095 + Penalty 2786.472826 = -602301.364269
  nChanged 127
		SP:Iteration 5Q (10411.240000 sec): 3 clusters
  Score: Raw -605125.704165 + Penalty 2786.472826 = -602339.231339
  nChanged 99
		SP:Iteration 6Q (10411.420000 sec): 3 clusters
  Score: Raw -605155.356859 + Penalty 2786.472826 = -602368.884033
  nChanged 87
		SP:Iteration 7Q (10411.580000 sec): 3 clusters
  Score: Raw -605179.539457 + Penalty 2786.472826 = -602393.066631
  nChanged 83
		SP:Iteration 8Q (10411.800000 sec): 3 clusters
  Score: Raw -605207.364759 + Penalty 2786.472826 = -602420.891932
  nChanged 97
		SP:Iteration 9Q (10411.980000 sec): 3 clusters
  Score: Raw -605246.863832 + Penalty 2786.472826 = -602460.391006
  nChanged 106
		SP:Iteration 10Q (10412.160000 sec): 3 clusters
  Score: Raw -605293.552214 + Penalty 2786.472826 = -602507.079388
  nChanged 132
		SP:Iteration 11Q (10412.360000 sec): 3 clusters
  Score: Raw -605353.337011 + Penalty 2786.472826 = -602566.864185
  nChanged 125
		SP:Iteration 12Q (10412.620000 sec): 3 clusters
  Score: Raw -605410.345103 + Penalty 2786.472826 = -602623.872276
  nChanged 137
		SP:Iteration 13Q (10412.840000 sec): 3 clusters
  Score: Raw -605472.847592 + Penalty 2786.472826 = -602686.374766
  nChanged 132
		SP:Iteration 14Q (10413.030000 sec): 3 clusters
  Score: Raw -605532.789853 + Penalty 2786.472826 = -602746.317027
  nChanged 139
		SP:Iteration 15Q (10413.210000 sec): 3 clusters
  Score: Raw -605601.974896 + Penalty 2786.472826 = -602815.502070
  nChanged 149
		SP:Iteration 16Q (10413.410000 sec): 3 clusters
  Score: Raw -605680.412315 + Penalty 2786.472826 = -602893.939488
  nChanged 158
		SP:Iteration 17Q (10413.610000 sec): 3 clusters
  Score: Raw -605765.975225 + Penalty 2786.472826 = -602979.502398
  nChanged 157
		SP:Iteration 18Q (10413.830000 sec): 3 clusters
  Score: Raw -605858.663841 + Penalty 2786.472826 = -603072.191015
  nChanged 159
		SP:Iteration 19Q (10414.080000 sec): 3 clusters
  Score: Raw -605962.291803 + Penalty 2786.472826 = -603175.818976
  nChanged 165
		SP:Iteration 20F (10414.290000 sec): 3 clusters
  Score: Raw -606082.564806 + Penalty 2786.472826 = -603296.091979
  nChanged 160
		SP:Iteration 21Q (10414.450000 sec): 3 clusters
  Score: Raw -606222.218923 + Penalty 2786.472826 = -603435.746096
  nChanged 155
		SP:Iteration 22Q (10414.670000 sec): 3 clusters
  Score: Raw -606371.135364 + Penalty 2786.472826 = -603584.662537
  nChanged 104
		SP:Iteration 23Q (10414.870000 sec): 3 clusters
  Score: Raw -606468.573351 + Penalty 2786.472826 = -603682.100525
  nChanged 64
		SP:Iteration 24Q (10415.120000 sec): 3 clusters
  Score: Raw -606527.116769 + Penalty 2786.472826 = -603740.643943
  nChanged 44
		SP:Iteration 25Q (10415.300000 sec): 3 clusters
  Score: Raw -606568.148277 + Penalty 2786.472826 = -603781.675451
  nChanged 23
		SP:Iteration 26Q (10415.480000 sec): 3 clusters
  Score: Raw -606589.234522 + Penalty 2786.472826 = -603802.761695
  nChanged 17
		SP:Iteration 27Q (10415.650000 sec): 3 clusters
  Score: Raw -606605.913012 + Penalty 2786.472826 = -603819.440186
  nChanged 14
		SP:Iteration 28Q (10415.860000 sec): 3 clusters
  Score: Raw -606618.808521 + Penalty 2786.472826 = -603832.335695
  nChanged 9
		SP:Iteration 29Q (10416.070000 sec): 3 clusters
  Score: Raw -606627.348938 + Penalty 2786.472826 = -603840.876112
  nChanged 7
		SP:Iteration 30Q (10416.260000 sec): 3 clusters
  Score: Raw -606636.482876 + Penalty 2786.472826 = -603850.010049
  nChanged 10
		SP:Iteration 31Q (10416.430000 sec): 3 clusters
  Score: Raw -606647.277988 + Penalty 2786.472826 = -603860.805161
  nChanged 8
		SP:Iteration 32Q (10416.630000 sec): 3 clusters
  Score: Raw -606654.097856 + Penalty 2786.472826 = -603867.625029
  nChanged 7
		SP:Iteration 33Q (10416.810000 sec): 3 clusters
  Score: Raw -606658.394812 + Penalty 2786.472826 = -603871.921985
  nChanged 4
		SP:Iteration 34Q (10416.970000 sec): 3 clusters
  Score: Raw -606662.106136 + Penalty 2786.472826 = -603875.633310
  nChanged 2
		SP:Iteration 35Q (10417.170000 sec): 3 clusters
  Score: Raw -606664.341895 + Penalty 2786.472826 = -603877.869068
  nChanged 0
		SP:Iteration 36F (10417.360000 sec): 3 clusters
  Score: Raw -606664.341895 + Penalty 2786.472826 = -603877.869068
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 46 (4898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10417.490000 sec): 2 clusters
  Score: Raw -502118.263592 + Penalty 1380.694614 = -500737.568979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10417.710000 sec): 3 clusters
  Score: Raw -499531.736930 + Penalty 2761.389227 = -496770.347703
  nChanged 2013
		SP:Iteration 1F (10417.920000 sec): 3 clusters
  Score: Raw -500592.121399 + Penalty 2761.389227 = -497830.732171
  nChanged 352
		SP:Iteration 2F (10418.130000 sec): 3 clusters
  Score: Raw -500779.011572 + Penalty 2761.389227 = -498017.622345
  nChanged 275
		SP:Iteration 3F (10418.340000 sec): 3 clusters
  Score: Raw -500913.083086 + Penalty 2761.389227 = -498151.693859
  nChanged 197
		SP:Iteration 4Q (10418.510000 sec): 3 clusters
  Score: Raw -500999.869647 + Penalty 2761.389227 = -498238.480420
  nChanged 141
		SP:Iteration 5Q (10418.690000 sec): 3 clusters
  Score: Raw -501051.918515 + Penalty 2761.389227 = -498290.529287
  nChanged 113
		SP:Iteration 6Q (10418.870000 sec): 3 clusters
  Score: Raw -501087.143478 + Penalty 2761.389227 = -498325.754250
  nChanged 85
		SP:Iteration 7Q (10419.120000 sec): 3 clusters
  Score: Raw -501113.340456 + Penalty 2761.389227 = -498351.951229
  nChanged 77
		SP:Iteration 8Q (10419.300000 sec): 3 clusters
  Score: Raw -501136.081177 + Penalty 2761.389227 = -498374.691950
  nChanged 62
		SP:Iteration 9Q (10419.470000 sec): 3 clusters
  Score: Raw -501156.792973 + Penalty 2761.389227 = -498395.403746
  nChanged 54
		SP:Iteration 10Q (10419.640000 sec): 3 clusters
  Score: Raw -501172.966962 + Penalty 2761.389227 = -498411.577735
  nChanged 57
		SP:Iteration 11Q (10419.810000 sec): 3 clusters
  Score: Raw -501190.509208 + Penalty 2761.389227 = -498429.119980
  nChanged 57
		SP:Iteration 12Q (10419.990000 sec): 3 clusters
  Score: Raw -501209.353412 + Penalty 2761.389227 = -498447.964184
  nChanged 59
		SP:Iteration 13Q (10420.190000 sec): 3 clusters
  Score: Raw -501226.972576 + Penalty 2761.389227 = -498465.583349
  nChanged 66
		SP:Iteration 14Q (10420.400000 sec): 3 clusters
  Score: Raw -501252.822553 + Penalty 2761.389227 = -498491.433326
  nChanged 92
		SP:Iteration 15Q (10420.630000 sec): 3 clusters
  Score: Raw -501289.622055 + Penalty 2761.389227 = -498528.232828
  nChanged 98
		SP:Iteration 16Q (10420.840000 sec): 3 clusters
  Score: Raw -501322.540772 + Penalty 2761.389227 = -498561.151544
  nChanged 91
		SP:Iteration 17Q (10421.050000 sec): 3 clusters
  Score: Raw -501358.239043 + Penalty 2761.389227 = -498596.849816
  nChanged 98
		SP:Iteration 18Q (10421.330000 sec): 3 clusters
  Score: Raw -501395.338176 + Penalty 2761.389227 = -498633.948949
  nChanged 77
		SP:Iteration 19Q (10421.530000 sec): 3 clusters
  Score: Raw -501427.635820 + Penalty 2761.389227 = -498666.246593
  nChanged 93
		SP:Iteration 20F (10421.770000 sec): 3 clusters
  Score: Raw -501462.963719 + Penalty 2761.389227 = -498701.574491
  nChanged 99
		SP:Iteration 21Q (10421.970000 sec): 3 clusters
  Score: Raw -501500.875833 + Penalty 2761.389227 = -498739.486606
  nChanged 94
		SP:Iteration 22Q (10422.210000 sec): 3 clusters
  Score: Raw -501537.097268 + Penalty 2761.389227 = -498775.708040
  nChanged 96
		SP:Iteration 23Q (10422.430000 sec): 3 clusters
  Score: Raw -501580.529972 + Penalty 2761.389227 = -498819.140744
  nChanged 114
		SP:Iteration 24Q (10422.610000 sec): 3 clusters
  Score: Raw -501637.121718 + Penalty 2761.389227 = -498875.732491
  nChanged 110
		SP:Iteration 25Q (10422.810000 sec): 3 clusters
  Score: Raw -501696.073521 + Penalty 2761.389227 = -498934.684294
  nChanged 113
		SP:Iteration 26Q (10423.040000 sec): 3 clusters
  Score: Raw -501751.199274 + Penalty 2761.389227 = -498989.810047
  nChanged 92
		SP:Iteration 27Q (10423.230000 sec): 3 clusters
  Score: Raw -501801.611907 + Penalty 2761.389227 = -499040.222680
  nChanged 91
		SP:Iteration 28Q (10423.410000 sec): 3 clusters
  Score: Raw -501846.056101 + Penalty 2761.389227 = -499084.666874
  nChanged 83
		SP:Iteration 29Q (10423.590000 sec): 3 clusters
  Score: Raw -501880.562936 + Penalty 2761.389227 = -499119.173708
  nChanged 77
		SP:Iteration 30Q (10423.850000 sec): 3 clusters
  Score: Raw -501906.062062 + Penalty 2761.389227 = -499144.672835
  nChanged 58
		SP:Iteration 31Q (10424.040000 sec): 3 clusters
  Score: Raw -501925.534324 + Penalty 2761.389227 = -499164.145097
  nChanged 39
		SP:Iteration 32Q (10424.190000 sec): 3 clusters
  Score: Raw -501937.185334 + Penalty 2761.389227 = -499175.796107
  nChanged 35
		SP:Iteration 33Q (10424.360000 sec): 3 clusters
  Score: Raw -501947.655422 + Penalty 2761.389227 = -499186.266195
  nChanged 30
		SP:Iteration 34Q (10424.610000 sec): 3 clusters
  Score: Raw -501958.341557 + Penalty 2761.389227 = -499196.952329
  nChanged 32
		SP:Iteration 35Q (10424.780000 sec): 3 clusters
  Score: Raw -501967.258315 + Penalty 2761.389227 = -499205.869088
  nChanged 27
		SP:Iteration 36Q (10424.960000 sec): 3 clusters
  Score: Raw -501974.733988 + Penalty 2761.389227 = -499213.344760
  nChanged 30
		SP:Iteration 37Q (10425.150000 sec): 3 clusters
  Score: Raw -501983.438849 + Penalty 2761.389227 = -499222.049622
  nChanged 28
		SP:Iteration 38Q (10425.320000 sec): 3 clusters
  Score: Raw -501991.909008 + Penalty 2761.389227 = -499230.519781
  nChanged 35
		SP:Iteration 39Q (10425.510000 sec): 3 clusters
  Score: Raw -502005.542458 + Penalty 2761.389227 = -499244.153231
  nChanged 36
		SP:Iteration 40F (10425.710000 sec): 3 clusters
  Score: Raw -502021.471433 + Penalty 2761.389227 = -499260.082206
  nChanged 52
		SP:Iteration 41Q (10425.880000 sec): 3 clusters
  Score: Raw -502045.792950 + Penalty 2761.389227 = -499284.403723
  nChanged 55
		SP:Iteration 42Q (10426.070000 sec): 3 clusters
  Score: Raw -502065.913786 + Penalty 2761.389227 = -499304.524559
  nChanged 56
		SP:Iteration 43Q (10426.250000 sec): 3 clusters
  Score: Raw -502089.767232 + Penalty 2761.389227 = -499328.378004
  nChanged 49
		SP:Iteration 44Q (10426.450000 sec): 3 clusters
  Score: Raw -502111.044238 + Penalty 2761.389227 = -499349.655011
  nChanged 58
		SP:Iteration 45Q (10426.680000 sec): 3 clusters
  Score: Raw -502139.353673 + Penalty 2761.389227 = -499377.964446
  nChanged 58
		SP:Iteration 46Q (10426.870000 sec): 3 clusters
  Score: Raw -502165.224012 + Penalty 2761.389227 = -499403.834784
  nChanged 59
		SP:Iteration 47Q (10427.120000 sec): 3 clusters
  Score: Raw -502190.959652 + Penalty 2761.389227 = -499429.570425
  nChanged 58
		SP:Iteration 48Q (10427.370000 sec): 3 clusters
  Score: Raw -502217.303001 + Penalty 2761.389227 = -499455.913774
  nChanged 53
		SP:Iteration 49Q (10427.610000 sec): 3 clusters
  Score: Raw -502242.431680 + Penalty 2761.389227 = -499481.042453
  nChanged 53
		SP:Iteration 50Q (10427.810000 sec): 3 clusters
  Score: Raw -502264.686598 + Penalty 2761.389227 = -499503.297370
  nChanged 55
		SP:Iteration 51Q (10427.970000 sec): 3 clusters
  Score: Raw -502286.476741 + Penalty 2761.389227 = -499525.087514
  nChanged 49
		SP:Iteration 52Q (10428.170000 sec): 3 clusters
  Score: Raw -502303.462644 + Penalty 2761.389227 = -499542.073417
  nChanged 48
		SP:Iteration 53Q (10428.380000 sec): 3 clusters
  Score: Raw -502322.090572 + Penalty 2761.389227 = -499560.701344
  nChanged 43
		SP:Iteration 54Q (10428.650000 sec): 3 clusters
  Score: Raw -502337.589981 + Penalty 2761.389227 = -499576.200754
  nChanged 33
		SP:Iteration 55Q (10428.820000 sec): 3 clusters
  Score: Raw -502353.120283 + Penalty 2761.389227 = -499591.731056
  nChanged 36
		SP:Iteration 56Q (10429.100000 sec): 3 clusters
  Score: Raw -502369.121935 + Penalty 2761.389227 = -499607.732708
  nChanged 41
		SP:Iteration 57Q (10429.350000 sec): 3 clusters
  Score: Raw -502392.639336 + Penalty 2761.389227 = -499631.250109
  nChanged 47
		SP:Iteration 58Q (10429.560000 sec): 3 clusters
  Score: Raw -502428.610791 + Penalty 2761.389227 = -499667.221564
  nChanged 58
		SP:Iteration 59Q (10429.790000 sec): 3 clusters
  Score: Raw -502481.120249 + Penalty 2761.389227 = -499719.731021
  nChanged 82
		SP:Iteration 60F (10429.970000 sec): 3 clusters
  Score: Raw -502553.030574 + Penalty 2761.389227 = -499791.641347
  nChanged 66
		SP:Iteration 61Q (10430.170000 sec): 3 clusters
  Score: Raw -502609.608444 + Penalty 2761.389227 = -499848.219216
  nChanged 65
		SP:Iteration 62Q (10430.390000 sec): 3 clusters
  Score: Raw -502649.435066 + Penalty 2761.389227 = -499888.045839
  nChanged 54
		SP:Iteration 63Q (10430.570000 sec): 3 clusters
  Score: Raw -502676.164012 + Penalty 2761.389227 = -499914.774784
  nChanged 44
		SP:Iteration 64Q (10430.760000 sec): 3 clusters
  Score: Raw -502693.906991 + Penalty 2761.389227 = -499932.517764
  nChanged 34
		SP:Iteration 65Q (10430.910000 sec): 3 clusters
  Score: Raw -502706.922235 + Penalty 2761.389227 = -499945.533008
  nChanged 20
		SP:Iteration 66Q (10431.040000 sec): 3 clusters
  Score: Raw -502714.643144 + Penalty 2761.389227 = -499953.253917
  nChanged 13
		SP:Iteration 67Q (10431.250000 sec): 3 clusters
  Score: Raw -502718.259299 + Penalty 2761.389227 = -499956.870072
  nChanged 13
		SP:Iteration 68Q (10431.400000 sec): 3 clusters
  Score: Raw -502721.651039 + Penalty 2761.389227 = -499960.261812
  nChanged 8
		SP:Iteration 69Q (10431.630000 sec): 3 clusters
  Score: Raw -502723.968462 + Penalty 2761.389227 = -499962.579235
  nChanged 1
		SP:Iteration 70Q (10431.780000 sec): 3 clusters
  Score: Raw -502724.218791 + Penalty 2761.389227 = -499962.829563
  nChanged 0
		SP:Iteration 71F (10431.920000 sec): 3 clusters
  Score: Raw -502724.218791 + Penalty 2761.389227 = -499962.829563
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 47 (4872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10432.060000 sec): 2 clusters
  Score: Raw -517940.645174 + Penalty 1379.829719 = -516560.815455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10432.220000 sec): 3 clusters
  Score: Raw -515339.394772 + Penalty 2759.659438 = -512579.735334
  nChanged 1983
		SP:Iteration 1F (10432.410000 sec): 3 clusters
  Score: Raw -516453.717087 + Penalty 2759.659438 = -513694.057649
  nChanged 365
		SP:Iteration 2F (10432.570000 sec): 3 clusters
  Score: Raw -516665.321919 + Penalty 2759.659438 = -513905.662481
  nChanged 279
		SP:Iteration 3F (10432.760000 sec): 3 clusters
  Score: Raw -516832.570901 + Penalty 2759.659438 = -514072.911463
  nChanged 241
		SP:Iteration 4Q (10432.920000 sec): 3 clusters
  Score: Raw -516959.129923 + Penalty 2759.659438 = -514199.470485
  nChanged 198
		SP:Iteration 5Q (10433.110000 sec): 3 clusters
  Score: Raw -517054.675269 + Penalty 2759.659438 = -514295.015831
  nChanged 173
		SP:Iteration 6Q (10433.310000 sec): 3 clusters
  Score: Raw -517130.848654 + Penalty 2759.659438 = -514371.189216
  nChanged 142
		SP:Iteration 7Q (10433.520000 sec): 3 clusters
  Score: Raw -517188.158201 + Penalty 2759.659438 = -514428.498763
  nChanged 127
		SP:Iteration 8Q (10433.680000 sec): 3 clusters
  Score: Raw -517247.114368 + Penalty 2759.659438 = -514487.454930
  nChanged 130
		SP:Iteration 9Q (10433.880000 sec): 3 clusters
  Score: Raw -517311.608283 + Penalty 2759.659438 = -514551.948845
  nChanged 98
		SP:Iteration 10Q (10434.090000 sec): 3 clusters
  Score: Raw -517355.074320 + Penalty 2759.659438 = -514595.414882
  nChanged 91
		SP:Iteration 11Q (10434.270000 sec): 3 clusters
  Score: Raw -517396.243928 + Penalty 2759.659438 = -514636.584490
  nChanged 83
		SP:Iteration 12Q (10434.460000 sec): 3 clusters
  Score: Raw -517435.081295 + Penalty 2759.659438 = -514675.421857
  nChanged 88
		SP:Iteration 13Q (10434.670000 sec): 3 clusters
  Score: Raw -517477.329792 + Penalty 2759.659438 = -514717.670354
  nChanged 74
		SP:Iteration 14Q (10434.930000 sec): 3 clusters
  Score: Raw -517517.144332 + Penalty 2759.659438 = -514757.484894
  nChanged 77
		SP:Iteration 15Q (10435.100000 sec): 3 clusters
  Score: Raw -517559.485040 + Penalty 2759.659438 = -514799.825602
  nChanged 76
		SP:Iteration 16Q (10435.320000 sec): 3 clusters
  Score: Raw -517610.891774 + Penalty 2759.659438 = -514851.232336
  nChanged 86
		SP:Iteration 17Q (10435.530000 sec): 3 clusters
  Score: Raw -517669.963585 + Penalty 2759.659438 = -514910.304147
  nChanged 89
		SP:Iteration 18Q (10435.790000 sec): 3 clusters
  Score: Raw -517719.164656 + Penalty 2759.659438 = -514959.505218
  nChanged 77
		SP:Iteration 19Q (10435.990000 sec): 3 clusters
  Score: Raw -517773.232110 + Penalty 2759.659438 = -515013.572672
  nChanged 79
		SP:Iteration 20F (10436.210000 sec): 3 clusters
  Score: Raw -517834.323876 + Penalty 2759.659438 = -515074.664438
  nChanged 76
		SP:Iteration 21Q (10436.470000 sec): 3 clusters
  Score: Raw -517888.446485 + Penalty 2759.659438 = -515128.787047
  nChanged 54
		SP:Iteration 22Q (10436.730000 sec): 3 clusters
  Score: Raw -517929.549110 + Penalty 2759.659438 = -515169.889672
  nChanged 48
		SP:Iteration 23Q (10436.950000 sec): 3 clusters
  Score: Raw -517969.964065 + Penalty 2759.659438 = -515210.304627
  nChanged 48
		SP:Iteration 24Q (10437.160000 sec): 3 clusters
  Score: Raw -518006.695086 + Penalty 2759.659438 = -515247.035648
  nChanged 40
		SP:Iteration 25Q (10437.400000 sec): 3 clusters
  Score: Raw -518037.008751 + Penalty 2759.659438 = -515277.349313
  nChanged 20
		SP:Iteration 26Q (10437.670000 sec): 3 clusters
  Score: Raw -518055.069760 + Penalty 2759.659438 = -515295.410322
  nChanged 19
		SP:Iteration 27Q (10437.930000 sec): 3 clusters
  Score: Raw -518070.316674 + Penalty 2759.659438 = -515310.657236
  nChanged 17
		SP:Iteration 28Q (10438.100000 sec): 3 clusters
  Score: Raw -518085.283528 + Penalty 2759.659438 = -515325.624089
  nChanged 11
		SP:Iteration 29Q (10438.320000 sec): 3 clusters
  Score: Raw -518090.616616 + Penalty 2759.659438 = -515330.957178
  nChanged 3
		SP:Iteration 30Q (10438.530000 sec): 3 clusters
  Score: Raw -518092.153045 + Penalty 2759.659438 = -515332.493607
  nChanged 2
		SP:Iteration 31Q (10438.780000 sec): 3 clusters
  Score: Raw -518093.039031 + Penalty 2759.659438 = -515333.379593
  nChanged 1
		SP:Iteration 32Q (10438.970000 sec): 3 clusters
  Score: Raw -518093.644180 + Penalty 2759.659438 = -515333.984742
  nChanged 2
		SP:Iteration 33Q (10439.180000 sec): 3 clusters
  Score: Raw -518094.480658 + Penalty 2759.659438 = -515334.821220
  nChanged 2
		SP:Iteration 34Q (10439.380000 sec): 3 clusters
  Score: Raw -518095.602484 + Penalty 2759.659438 = -515335.943046
  nChanged 3
		SP:Iteration 35Q (10439.620000 sec): 3 clusters
  Score: Raw -518098.145384 + Penalty 2759.659438 = -515338.485946
  nChanged 3
		SP:Iteration 36Q (10439.810000 sec): 3 clusters
  Score: Raw -518100.404781 + Penalty 2759.659438 = -515340.745343
  nChanged 3
		SP:Iteration 37Q (10440.020000 sec): 3 clusters
  Score: Raw -518102.455923 + Penalty 2759.659438 = -515342.796485
  nChanged 3
		SP:Iteration 38Q (10440.240000 sec): 3 clusters
  Score: Raw -518104.337366 + Penalty 2759.659438 = -515344.677928
  nChanged 2
		SP:Iteration 39Q (10440.440000 sec): 3 clusters
  Score: Raw -518105.465420 + Penalty 2759.659438 = -515345.805982
  nChanged 1
		SP:Iteration 40F (10440.620000 sec): 3 clusters
  Score: Raw -518106.306636 + Penalty 2759.659438 = -515346.647198
  nChanged 3
		SP:Iteration 41Q (10440.830000 sec): 3 clusters
  Score: Raw -518107.776678 + Penalty 2759.659438 = -515348.117240
  nChanged 2
		SP:Iteration 42Q (10441.020000 sec): 3 clusters
  Score: Raw -518109.028208 + Penalty 2759.659438 = -515349.368770
  nChanged 4
		SP:Iteration 43Q (10441.210000 sec): 3 clusters
  Score: Raw -518111.771962 + Penalty 2759.659438 = -515352.112524
  nChanged 1
		SP:Iteration 44Q (10441.380000 sec): 3 clusters
  Score: Raw -518112.560759 + Penalty 2759.659438 = -515352.901321
  nChanged 1
		SP:Iteration 45Q (10441.610000 sec): 3 clusters
  Score: Raw -518113.225467 + Penalty 2759.659438 = -515353.566029
  nChanged 0
		SP:Iteration 46F (10441.790000 sec): 3 clusters
  Score: Raw -518113.225467 + Penalty 2759.659438 = -515353.566029
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 48 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10441.920000 sec): 2 clusters
  Score: Raw -16970.734513 + Penalty 867.349938 = -16103.384575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10442.110000 sec): 3 clusters
  Score: Raw -17153.012599 + Penalty 1734.699876 = -15418.312723
  nChanged 42
		SP:Iteration 1F (10442.310000 sec): 3 clusters
  Score: Raw -17291.656389 + Penalty 1734.699876 = -15556.956513
  nChanged 7
		SP:Iteration 2Q (10442.470000 sec): 3 clusters
  Score: Raw -17338.313774 + Penalty 1734.699876 = -15603.613898
  nChanged 4
		SP:Iteration 3Q (10442.650000 sec): 3 clusters
  Score: Raw -17363.556005 + Penalty 1734.699876 = -15628.856129
  nChanged 0
		SP:Iteration 4F (10442.910000 sec): 3 clusters
  Score: Raw -17363.556005 + Penalty 1734.699876 = -15628.856129
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 49 (12588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10443.030000 sec): 2 clusters
  Score: Raw -1231279.831539 + Penalty 1534.081129 = -1229745.750410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10443.310000 sec): 3 clusters
  Score: Raw -1223916.780795 + Penalty 3068.162259 = -1220848.618536
  nChanged 5585
		SP:Iteration 1F (10443.600000 sec): 3 clusters
  Score: Raw -1227256.527352 + Penalty 3068.162259 = -1224188.365093
  nChanged 878
		SP:Iteration 2F (10443.810000 sec): 3 clusters
  Score: Raw -1227786.440779 + Penalty 3068.162259 = -1224718.278520
  nChanged 843
		SP:Iteration 3F (10444.030000 sec): 3 clusters
  Score: Raw -1228296.328507 + Penalty 3068.162259 = -1225228.166248
  nChanged 789
		SP:Iteration 4F (10444.270000 sec): 3 clusters
  Score: Raw -1228803.380085 + Penalty 3068.162259 = -1225735.217826
  nChanged 752
		SP:Iteration 5F (10444.500000 sec): 3 clusters
  Score: Raw -1229274.179843 + Penalty 3068.162259 = -1226206.017584
  nChanged 675
		SP:Iteration 6F (10444.780000 sec): 3 clusters
  Score: Raw -1229696.856024 + Penalty 3068.162259 = -1226628.693765
  nChanged 604
		SP:Iteration 7Q (10445.010000 sec): 3 clusters
  Score: Raw -1230089.565871 + Penalty 3068.162259 = -1227021.403612
  nChanged 527
		SP:Iteration 8Q (10445.250000 sec): 3 clusters
  Score: Raw -1230443.623800 + Penalty 3068.162259 = -1227375.461541
  nChanged 485
		SP:Iteration 9Q (10445.500000 sec): 3 clusters
  Score: Raw -1230794.140425 + Penalty 3068.162259 = -1227725.978166
  nChanged 442
		SP:Iteration 10Q (10445.740000 sec): 3 clusters
  Score: Raw -1231103.468877 + Penalty 3068.162259 = -1228035.306618
  nChanged 345
		SP:Iteration 11Q (10445.990000 sec): 3 clusters
  Score: Raw -1231321.721347 + Penalty 3068.162259 = -1228253.559088
  nChanged 299
		SP:Iteration 12Q (10446.280000 sec): 3 clusters
  Score: Raw -1231505.652091 + Penalty 3068.162259 = -1228437.489832
  nChanged 239
		SP:Iteration 13Q (10446.520000 sec): 3 clusters
  Score: Raw -1231654.049396 + Penalty 3068.162259 = -1228585.887138
  nChanged 221
		SP:Iteration 14Q (10446.780000 sec): 3 clusters
  Score: Raw -1231784.227728 + Penalty 3068.162259 = -1228716.065469
  nChanged 168
		SP:Iteration 15Q (10446.990000 sec): 3 clusters
  Score: Raw -1231885.973408 + Penalty 3068.162259 = -1228817.811149
  nChanged 144
		SP:Iteration 16Q (10447.280000 sec): 3 clusters
  Score: Raw -1231983.930103 + Penalty 3068.162259 = -1228915.767844
  nChanged 124
		SP:Iteration 17Q (10447.520000 sec): 3 clusters
  Score: Raw -1232059.446588 + Penalty 3068.162259 = -1228991.284329
  nChanged 101
		SP:Iteration 18Q (10447.780000 sec): 3 clusters
  Score: Raw -1232114.269563 + Penalty 3068.162259 = -1229046.107304
  nChanged 77
		SP:Iteration 19Q (10448.010000 sec): 3 clusters
  Score: Raw -1232162.986317 + Penalty 3068.162259 = -1229094.824058
  nChanged 63
		SP:Iteration 20F (10448.250000 sec): 3 clusters
  Score: Raw -1232197.832157 + Penalty 3068.162259 = -1229129.669898
  nChanged 38
		SP:Iteration 21Q (10448.540000 sec): 3 clusters
  Score: Raw -1232216.553715 + Penalty 3068.162259 = -1229148.391456
  nChanged 30
		SP:Iteration 22Q (10448.760000 sec): 3 clusters
  Score: Raw -1232234.096937 + Penalty 3068.162259 = -1229165.934678
  nChanged 39
		SP:Iteration 23Q (10448.970000 sec): 3 clusters
  Score: Raw -1232260.535319 + Penalty 3068.162259 = -1229192.373060
  nChanged 41
		SP:Iteration 24Q (10449.230000 sec): 3 clusters
  Score: Raw -1232285.033650 + Penalty 3068.162259 = -1229216.871392
  nChanged 26
		SP:Iteration 25Q (10449.470000 sec): 3 clusters
  Score: Raw -1232298.988671 + Penalty 3068.162259 = -1229230.826412
  nChanged 24
		SP:Iteration 26Q (10449.670000 sec): 3 clusters
  Score: Raw -1232308.222117 + Penalty 3068.162259 = -1229240.059858
  nChanged 22
		SP:Iteration 27Q (10449.930000 sec): 3 clusters
  Score: Raw -1232318.431581 + Penalty 3068.162259 = -1229250.269322
  nChanged 11
		SP:Iteration 28Q (10450.110000 sec): 3 clusters
  Score: Raw -1232322.446819 + Penalty 3068.162259 = -1229254.284560
  nChanged 7
		SP:Iteration 29Q (10450.310000 sec): 3 clusters
  Score: Raw -1232325.115440 + Penalty 3068.162259 = -1229256.953181
  nChanged 6
		SP:Iteration 30Q (10450.530000 sec): 3 clusters
  Score: Raw -1232327.265895 + Penalty 3068.162259 = -1229259.103636
  nChanged 3
		SP:Iteration 31Q (10450.790000 sec): 3 clusters
  Score: Raw -1232328.287526 + Penalty 3068.162259 = -1229260.125267
  nChanged 1
		SP:Iteration 32Q (10451.060000 sec): 3 clusters
  Score: Raw -1232328.886532 + Penalty 3068.162259 = -1229260.724273
  nChanged 1
		SP:Iteration 33Q (10451.250000 sec): 3 clusters
  Score: Raw -1232329.025794 + Penalty 3068.162259 = -1229260.863535
  nChanged 0
		SP:Iteration 34F (10451.550000 sec): 3 clusters
  Score: Raw -1232329.025794 + Penalty 3068.162259 = -1229260.863535
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 50 (16212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10451.710000 sec): 2 clusters
  Score: Raw -1737856.863929 + Penalty 1575.194886 = -1736281.669043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10452.020000 sec): 3 clusters
  Score: Raw -1728262.565627 + Penalty 3150.389771 = -1725112.175856
  nChanged 7245
		SP:Iteration 1F (10452.250000 sec): 3 clusters
  Score: Raw -1732314.972461 + Penalty 3150.389771 = -1729164.582690
  nChanged 1120
		SP:Iteration 2F (10452.510000 sec): 3 clusters
  Score: Raw -1732945.411222 + Penalty 3150.389771 = -1729795.021451
  nChanged 1172
		SP:Iteration 3F (10452.750000 sec): 3 clusters
  Score: Raw -1733726.043581 + Penalty 3150.389771 = -1730575.653810
  nChanged 1193
		SP:Iteration 4F (10453.030000 sec): 3 clusters
  Score: Raw -1734587.189458 + Penalty 3150.389771 = -1731436.799687
  nChanged 1078
		SP:Iteration 5F (10453.290000 sec): 3 clusters
  Score: Raw -1735344.448087 + Penalty 3150.389771 = -1732194.058316
  nChanged 877
		SP:Iteration 6F (10453.530000 sec): 3 clusters
  Score: Raw -1735944.887445 + Penalty 3150.389771 = -1732794.497674
  nChanged 697
		SP:Iteration 7Q (10453.790000 sec): 3 clusters
  Score: Raw -1736442.234578 + Penalty 3150.389771 = -1733291.844807
  nChanged 571
		SP:Iteration 8Q (10454.050000 sec): 3 clusters
  Score: Raw -1736859.208494 + Penalty 3150.389771 = -1733708.818723
  nChanged 440
		SP:Iteration 9Q (10454.260000 sec): 3 clusters
  Score: Raw -1737176.362705 + Penalty 3150.389771 = -1734025.972934
  nChanged 337
		SP:Iteration 10Q (10454.570000 sec): 3 clusters
  Score: Raw -1737437.175728 + Penalty 3150.389771 = -1734286.785957
  nChanged 254
		SP:Iteration 11Q (10454.820000 sec): 3 clusters
  Score: Raw -1737633.568656 + Penalty 3150.389771 = -1734483.178885
  nChanged 167
		SP:Iteration 12Q (10455.010000 sec): 3 clusters
  Score: Raw -1737771.613239 + Penalty 3150.389771 = -1734621.223468
  nChanged 112
		SP:Iteration 13Q (10455.290000 sec): 3 clusters
  Score: Raw -1737862.940050 + Penalty 3150.389771 = -1734712.550279
  nChanged 71
		SP:Iteration 14Q (10455.520000 sec): 3 clusters
  Score: Raw -1737916.739624 + Penalty 3150.389771 = -1734766.349853
  nChanged 49
		SP:Iteration 15Q (10455.790000 sec): 3 clusters
  Score: Raw -1737954.567066 + Penalty 3150.389771 = -1734804.177295
  nChanged 30
		SP:Iteration 16Q (10456.050000 sec): 3 clusters
  Score: Raw -1737975.953485 + Penalty 3150.389771 = -1734825.563714
  nChanged 19
		SP:Iteration 17Q (10456.320000 sec): 3 clusters
  Score: Raw -1737992.928088 + Penalty 3150.389771 = -1734842.538317
  nChanged 20
		SP:Iteration 18Q (10456.550000 sec): 3 clusters
  Score: Raw -1738011.440258 + Penalty 3150.389771 = -1734861.050487
  nChanged 17
		SP:Iteration 19Q (10456.740000 sec): 3 clusters
  Score: Raw -1738030.311000 + Penalty 3150.389771 = -1734879.921229
  nChanged 16
		SP:Iteration 20F (10456.990000 sec): 3 clusters
  Score: Raw -1738046.807101 + Penalty 3150.389771 = -1734896.417330
  nChanged 12
		SP:Iteration 21Q (10457.290000 sec): 3 clusters
  Score: Raw -1738056.578746 + Penalty 3150.389771 = -1734906.188975
  nChanged 4
		SP:Iteration 22Q (10457.500000 sec): 3 clusters
  Score: Raw -1738058.990303 + Penalty 3150.389771 = -1734908.600532
  nChanged 3
		SP:Iteration 23Q (10457.780000 sec): 3 clusters
  Score: Raw -1738060.541404 + Penalty 3150.389771 = -1734910.151633
  nChanged 2
		SP:Iteration 24Q (10457.990000 sec): 3 clusters
  Score: Raw -1738061.878272 + Penalty 3150.389771 = -1734911.488501
  nChanged 0
		SP:Iteration 25F (10458.250000 sec): 3 clusters
  Score: Raw -1738061.878272 + Penalty 3150.389771 = -1734911.488501
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 51 (2582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10458.380000 sec): 2 clusters
  Score: Raw -260845.187646 + Penalty 1276.651930 = -259568.535716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10458.580000 sec): 3 clusters
  Score: Raw -259620.277808 + Penalty 2553.303861 = -257066.973947
  nChanged 989
		SP:Iteration 1F (10458.780000 sec): 3 clusters
  Score: Raw -260261.503599 + Penalty 2553.303861 = -257708.199738
  nChanged 234
		SP:Iteration 2F (10458.940000 sec): 3 clusters
  Score: Raw -260435.371794 + Penalty 2553.303861 = -257882.067933
  nChanged 157
		SP:Iteration 3F (10459.140000 sec): 3 clusters
  Score: Raw -260556.514911 + Penalty 2553.303861 = -258003.211051
  nChanged 127
		SP:Iteration 4Q (10459.280000 sec): 3 clusters
  Score: Raw -260640.418043 + Penalty 2553.303861 = -258087.114182
  nChanged 79
		SP:Iteration 5Q (10459.530000 sec): 3 clusters
  Score: Raw -260688.362614 + Penalty 2553.303861 = -258135.058753
  nChanged 63
		SP:Iteration 6Q (10459.720000 sec): 3 clusters
  Score: Raw -260723.223271 + Penalty 2553.303861 = -258169.919410
  nChanged 42
		SP:Iteration 7Q (10459.880000 sec): 3 clusters
  Score: Raw -260744.188830 + Penalty 2553.303861 = -258190.884969
  nChanged 36
		SP:Iteration 8Q (10460.110000 sec): 3 clusters
  Score: Raw -260759.524953 + Penalty 2553.303861 = -258206.221092
  nChanged 25
		SP:Iteration 9Q (10460.280000 sec): 3 clusters
  Score: Raw -260770.235023 + Penalty 2553.303861 = -258216.931163
  nChanged 18
		SP:Iteration 10Q (10460.520000 sec): 3 clusters
  Score: Raw -260777.414664 + Penalty 2553.303861 = -258224.110803
  nChanged 11
		SP:Iteration 11Q (10460.690000 sec): 3 clusters
  Score: Raw -260782.619068 + Penalty 2553.303861 = -258229.315207
  nChanged 7
		SP:Iteration 12Q (10460.860000 sec): 3 clusters
  Score: Raw -260785.323100 + Penalty 2553.303861 = -258232.019239
  nChanged 7
		SP:Iteration 13Q (10461.020000 sec): 3 clusters
  Score: Raw -260788.576198 + Penalty 2553.303861 = -258235.272337
  nChanged 4
		SP:Iteration 14Q (10461.190000 sec): 3 clusters
  Score: Raw -260791.213911 + Penalty 2553.303861 = -258237.910050
  nChanged 5
		SP:Iteration 15Q (10461.430000 sec): 3 clusters
  Score: Raw -260793.328974 + Penalty 2553.303861 = -258240.025113
  nChanged 7
		SP:Iteration 16Q (10461.580000 sec): 3 clusters
  Score: Raw -260795.785989 + Penalty 2553.303861 = -258242.482129
  nChanged 6
		SP:Iteration 17Q (10461.810000 sec): 3 clusters
  Score: Raw -260798.005031 + Penalty 2553.303861 = -258244.701170
  nChanged 6
		SP:Iteration 18Q (10461.980000 sec): 3 clusters
  Score: Raw -260800.570060 + Penalty 2553.303861 = -258247.266199
  nChanged 3
		SP:Iteration 19Q (10462.200000 sec): 3 clusters
  Score: Raw -260801.522512 + Penalty 2553.303861 = -258248.218651
  nChanged 6
		SP:Iteration 20F (10462.370000 sec): 3 clusters
  Score: Raw -260803.843709 + Penalty 2553.303861 = -258250.539848
  nChanged 4
		SP:Iteration 21Q (10462.540000 sec): 3 clusters
  Score: Raw -260805.560469 + Penalty 2553.303861 = -258252.256608
  nChanged 4
		SP:Iteration 22Q (10462.690000 sec): 3 clusters
  Score: Raw -260807.196029 + Penalty 2553.303861 = -258253.892168
  nChanged 4
		SP:Iteration 23Q (10462.860000 sec): 3 clusters
  Score: Raw -260808.991558 + Penalty 2553.303861 = -258255.687698
  nChanged 5
		SP:Iteration 24Q (10463.020000 sec): 3 clusters
  Score: Raw -260811.074590 + Penalty 2553.303861 = -258257.770730
  nChanged 3
		SP:Iteration 25Q (10463.210000 sec): 3 clusters
  Score: Raw -260812.532317 + Penalty 2553.303861 = -258259.228456
  nChanged 4
		SP:Iteration 26Q (10463.410000 sec): 3 clusters
  Score: Raw -260815.094720 + Penalty 2553.303861 = -258261.790859
  nChanged 6
		SP:Iteration 27Q (10463.560000 sec): 3 clusters
  Score: Raw -260817.765804 + Penalty 2553.303861 = -258264.461943
  nChanged 6
		SP:Iteration 28Q (10463.740000 sec): 3 clusters
  Score: Raw -260819.694167 + Penalty 2553.303861 = -258266.390307
  nChanged 4
		SP:Iteration 29Q (10463.870000 sec): 3 clusters
  Score: Raw -260821.602577 + Penalty 2553.303861 = -258268.298716
  nChanged 6
		SP:Iteration 30Q (10464.050000 sec): 3 clusters
  Score: Raw -260824.268881 + Penalty 2553.303861 = -258270.965021
  nChanged 6
		SP:Iteration 31Q (10464.240000 sec): 3 clusters
  Score: Raw -260826.262755 + Penalty 2553.303861 = -258272.958894
  nChanged 2
		SP:Iteration 32Q (10464.450000 sec): 3 clusters
  Score: Raw -260827.065230 + Penalty 2553.303861 = -258273.761369
  nChanged 2
		SP:Iteration 33Q (10464.610000 sec): 3 clusters
  Score: Raw -260828.478172 + Penalty 2553.303861 = -258275.174311
  nChanged 1
		SP:Iteration 34Q (10464.770000 sec): 3 clusters
  Score: Raw -260828.657983 + Penalty 2553.303861 = -258275.354122
  nChanged 0
		SP:Iteration 35F (10464.970000 sec): 3 clusters
  Score: Raw -260828.657983 + Penalty 2553.303861 = -258275.354122
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 52 (1801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10465.080000 sec): 2 clusters
  Score: Raw -185515.061746 + Penalty 1218.115819 = -184296.945928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10465.240000 sec): 3 clusters
  Score: Raw -184797.170746 + Penalty 2436.231637 = -182360.939109
  nChanged 622
		SP:Iteration 1F (10465.420000 sec): 3 clusters
  Score: Raw -185196.482447 + Penalty 2436.231637 = -182760.250810
  nChanged 136
		SP:Iteration 2F (10465.600000 sec): 3 clusters
  Score: Raw -185298.928502 + Penalty 2436.231637 = -182862.696864
  nChanged 89
		SP:Iteration 3Q (10465.780000 sec): 3 clusters
  Score: Raw -185357.484857 + Penalty 2436.231637 = -182921.253220
  nChanged 61
		SP:Iteration 4Q (10465.950000 sec): 3 clusters
  Score: Raw -185398.261480 + Penalty 2436.231637 = -182962.029843
  nChanged 45
		SP:Iteration 5Q (10466.120000 sec): 3 clusters
  Score: Raw -185435.268687 + Penalty 2436.231637 = -182999.037050
  nChanged 47
		SP:Iteration 6Q (10466.320000 sec): 3 clusters
  Score: Raw -185465.530693 + Penalty 2436.231637 = -183029.299056
  nChanged 43
		SP:Iteration 7Q (10466.490000 sec): 3 clusters
  Score: Raw -185492.435108 + Penalty 2436.231637 = -183056.203471
  nChanged 30
		SP:Iteration 8Q (10466.660000 sec): 3 clusters
  Score: Raw -185511.103817 + Penalty 2436.231637 = -183074.872180
  nChanged 30
		SP:Iteration 9Q (10466.820000 sec): 3 clusters
  Score: Raw -185537.914679 + Penalty 2436.231637 = -183101.683042
  nChanged 40
		SP:Iteration 10Q (10466.980000 sec): 3 clusters
  Score: Raw -185567.259644 + Penalty 2436.231637 = -183131.028006
  nChanged 26
		SP:Iteration 11Q (10467.140000 sec): 3 clusters
  Score: Raw -185592.236965 + Penalty 2436.231637 = -183156.005328
  nChanged 34
		SP:Iteration 12Q (10467.340000 sec): 3 clusters
  Score: Raw -185618.521375 + Penalty 2436.231637 = -183182.289737
  nChanged 20
		SP:Iteration 13Q (10467.460000 sec): 3 clusters
  Score: Raw -185635.865993 + Penalty 2436.231637 = -183199.634355
  nChanged 19
		SP:Iteration 14Q (10467.660000 sec): 3 clusters
  Score: Raw -185649.617788 + Penalty 2436.231637 = -183213.386151
  nChanged 18
		SP:Iteration 15Q (10467.790000 sec): 3 clusters
  Score: Raw -185660.158611 + Penalty 2436.231637 = -183223.926974
  nChanged 16
		SP:Iteration 16Q (10468.000000 sec): 3 clusters
  Score: Raw -185667.607126 + Penalty 2436.231637 = -183231.375489
  nChanged 11
		SP:Iteration 17Q (10468.140000 sec): 3 clusters
  Score: Raw -185673.161806 + Penalty 2436.231637 = -183236.930169
  nChanged 13
		SP:Iteration 18Q (10468.340000 sec): 3 clusters
  Score: Raw -185682.309442 + Penalty 2436.231637 = -183246.077805
  nChanged 15
		SP:Iteration 19Q (10468.500000 sec): 3 clusters
  Score: Raw -185692.430772 + Penalty 2436.231637 = -183256.199134
  nChanged 10
		SP:Iteration 20F (10468.700000 sec): 3 clusters
  Score: Raw -185697.646297 + Penalty 2436.231637 = -183261.414660
  nChanged 3
		SP:Iteration 21Q (10468.870000 sec): 3 clusters
  Score: Raw -185699.247035 + Penalty 2436.231637 = -183263.015398
  nChanged 1
		SP:Iteration 22Q (10469.010000 sec): 3 clusters
  Score: Raw -185699.503733 + Penalty 2436.231637 = -183263.272096
  nChanged 1
		SP:Iteration 23Q (10469.180000 sec): 3 clusters
  Score: Raw -185699.818362 + Penalty 2436.231637 = -183263.586725
  nChanged 0
		SP:Iteration 24F (10469.370000 sec): 3 clusters
  Score: Raw -185699.818362 + Penalty 2436.231637 = -183263.586725
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 53 (4535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10469.480000 sec): 2 clusters
  Score: Raw -456762.733821 + Penalty 1368.181809 = -455394.552013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10469.660000 sec): 3 clusters
  Score: Raw -454464.985975 + Penalty 2736.363618 = -451728.622358
  nChanged 1787
		SP:Iteration 1F (10469.900000 sec): 3 clusters
  Score: Raw -455433.146390 + Penalty 2736.363618 = -452696.782772
  nChanged 308
		SP:Iteration 2F (10470.090000 sec): 3 clusters
  Score: Raw -455596.021987 + Penalty 2736.363618 = -452859.658369
  nChanged 231
		SP:Iteration 3F (10470.260000 sec): 3 clusters
  Score: Raw -455724.676713 + Penalty 2736.363618 = -452988.313095
  nChanged 181
		SP:Iteration 4Q (10470.450000 sec): 3 clusters
  Score: Raw -455826.848999 + Penalty 2736.363618 = -453090.485381
  nChanged 163
		SP:Iteration 5Q (10470.660000 sec): 3 clusters
  Score: Raw -455907.803616 + Penalty 2736.363618 = -453171.439998
  nChanged 141
		SP:Iteration 6Q (10470.840000 sec): 3 clusters
  Score: Raw -455976.952809 + Penalty 2736.363618 = -453240.589191
  nChanged 138
		SP:Iteration 7Q (10471.060000 sec): 3 clusters
  Score: Raw -456040.789610 + Penalty 2736.363618 = -453304.425992
  nChanged 143
		SP:Iteration 8Q (10471.270000 sec): 3 clusters
  Score: Raw -456117.491555 + Penalty 2736.363618 = -453381.127937
  nChanged 132
		SP:Iteration 9Q (10471.480000 sec): 3 clusters
  Score: Raw -456183.020676 + Penalty 2736.363618 = -453446.657058
  nChanged 107
		SP:Iteration 10Q (10471.670000 sec): 3 clusters
  Score: Raw -456234.590203 + Penalty 2736.363618 = -453498.226585
  nChanged 92
		SP:Iteration 11Q (10471.860000 sec): 3 clusters
  Score: Raw -456274.351051 + Penalty 2736.363618 = -453537.987433
  nChanged 93
		SP:Iteration 12Q (10472.110000 sec): 3 clusters
  Score: Raw -456317.185986 + Penalty 2736.363618 = -453580.822369
  nChanged 93
		SP:Iteration 13Q (10472.320000 sec): 3 clusters
  Score: Raw -456364.788040 + Penalty 2736.363618 = -453628.424422
  nChanged 111
		SP:Iteration 14Q (10472.500000 sec): 3 clusters
  Score: Raw -456423.100506 + Penalty 2736.363618 = -453686.736889
  nChanged 116
		SP:Iteration 15Q (10472.710000 sec): 3 clusters
  Score: Raw -456491.725038 + Penalty 2736.363618 = -453755.361420
  nChanged 115
		SP:Iteration 16Q (10472.870000 sec): 3 clusters
  Score: Raw -456560.014201 + Penalty 2736.363618 = -453823.650583
  nChanged 109
		SP:Iteration 17Q (10473.030000 sec): 3 clusters
  Score: Raw -456631.513913 + Penalty 2736.363618 = -453895.150295
  nChanged 103
		SP:Iteration 18Q (10473.230000 sec): 3 clusters
  Score: Raw -456697.399226 + Penalty 2736.363618 = -453961.035609
  nChanged 90
		SP:Iteration 19Q (10473.410000 sec): 3 clusters
  Score: Raw -456753.857309 + Penalty 2736.363618 = -454017.493691
  nChanged 80
		SP:Iteration 20F (10473.600000 sec): 3 clusters
  Score: Raw -456817.340377 + Penalty 2736.363618 = -454080.976759
  nChanged 66
		SP:Iteration 21Q (10473.800000 sec): 3 clusters
  Score: Raw -456863.255469 + Penalty 2736.363618 = -454126.891852
  nChanged 51
		SP:Iteration 22Q (10473.970000 sec): 3 clusters
  Score: Raw -456901.437309 + Penalty 2736.363618 = -454165.073691
  nChanged 39
		SP:Iteration 23Q (10474.150000 sec): 3 clusters
  Score: Raw -456929.278470 + Penalty 2736.363618 = -454192.914852
  nChanged 37
		SP:Iteration 24Q (10474.310000 sec): 3 clusters
  Score: Raw -456959.558447 + Penalty 2736.363618 = -454223.194829
  nChanged 30
		SP:Iteration 25Q (10474.530000 sec): 3 clusters
  Score: Raw -456977.105435 + Penalty 2736.363618 = -454240.741817
  nChanged 23
		SP:Iteration 26Q (10474.740000 sec): 3 clusters
  Score: Raw -456995.279863 + Penalty 2736.363618 = -454258.916246
  nChanged 21
		SP:Iteration 27Q (10474.900000 sec): 3 clusters
  Score: Raw -457012.119080 + Penalty 2736.363618 = -454275.755462
  nChanged 15
		SP:Iteration 28Q (10475.130000 sec): 3 clusters
  Score: Raw -457021.067619 + Penalty 2736.363618 = -454284.704001
  nChanged 12
		SP:Iteration 29Q (10475.270000 sec): 3 clusters
  Score: Raw -457029.103049 + Penalty 2736.363618 = -454292.739432
  nChanged 19
		SP:Iteration 30Q (10475.470000 sec): 3 clusters
  Score: Raw -457041.412864 + Penalty 2736.363618 = -454305.049246
  nChanged 17
		SP:Iteration 31Q (10475.680000 sec): 3 clusters
  Score: Raw -457057.702057 + Penalty 2736.363618 = -454321.338440
  nChanged 15
		SP:Iteration 32Q (10475.870000 sec): 3 clusters
  Score: Raw -457067.461893 + Penalty 2736.363618 = -454331.098275
  nChanged 7
		SP:Iteration 33Q (10476.070000 sec): 3 clusters
  Score: Raw -457073.053276 + Penalty 2736.363618 = -454336.689658
  nChanged 5
		SP:Iteration 34Q (10476.280000 sec): 3 clusters
  Score: Raw -457076.076857 + Penalty 2736.363618 = -454339.713239
  nChanged 3
		SP:Iteration 35Q (10476.470000 sec): 3 clusters
  Score: Raw -457077.486903 + Penalty 2736.363618 = -454341.123286
  nChanged 1
		SP:Iteration 36Q (10476.670000 sec): 3 clusters
  Score: Raw -457077.852306 + Penalty 2736.363618 = -454341.488689
  nChanged 0
		SP:Iteration 37F (10476.870000 sec): 3 clusters
  Score: Raw -457077.852306 + Penalty 2736.363618 = -454341.488689
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 54 (5318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10476.990000 sec): 2 clusters
  Score: Raw -570606.484826 + Penalty 1394.063543 = -569212.421283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10477.190000 sec): 3 clusters
  Score: Raw -567858.352311 + Penalty 2788.127086 = -565070.225225
  nChanged 2211
		SP:Iteration 1F (10477.400000 sec): 3 clusters
  Score: Raw -569065.954430 + Penalty 2788.127086 = -566277.827345
  nChanged 381
		SP:Iteration 2F (10477.610000 sec): 3 clusters
  Score: Raw -569285.608100 + Penalty 2788.127086 = -566497.481014
  nChanged 268
		SP:Iteration 3F (10477.790000 sec): 3 clusters
  Score: Raw -569443.773351 + Penalty 2788.127086 = -566655.646265
  nChanged 227
		SP:Iteration 4Q (10478.010000 sec): 3 clusters
  Score: Raw -569575.114635 + Penalty 2788.127086 = -566786.987549
  nChanged 211
		SP:Iteration 5Q (10478.210000 sec): 3 clusters
  Score: Raw -569688.967400 + Penalty 2788.127086 = -566900.840314
  nChanged 166
		SP:Iteration 6Q (10478.380000 sec): 3 clusters
  Score: Raw -569776.270916 + Penalty 2788.127086 = -566988.143830
  nChanged 171
		SP:Iteration 7Q (10478.580000 sec): 3 clusters
  Score: Raw -569850.456595 + Penalty 2788.127086 = -567062.329509
  nChanged 145
		SP:Iteration 8Q (10478.770000 sec): 3 clusters
  Score: Raw -569920.963554 + Penalty 2788.127086 = -567132.836468
  nChanged 147
		SP:Iteration 9Q (10478.950000 sec): 3 clusters
  Score: Raw -570002.882369 + Penalty 2788.127086 = -567214.755283
  nChanged 149
		SP:Iteration 10Q (10479.160000 sec): 3 clusters
  Score: Raw -570084.488653 + Penalty 2788.127086 = -567296.361567
  nChanged 143
		SP:Iteration 11Q (10479.340000 sec): 3 clusters
  Score: Raw -570184.694322 + Penalty 2788.127086 = -567396.567236
  nChanged 154
		SP:Iteration 12Q (10479.540000 sec): 3 clusters
  Score: Raw -570312.317077 + Penalty 2788.127086 = -567524.189991
  nChanged 152
		SP:Iteration 13Q (10479.730000 sec): 3 clusters
  Score: Raw -570472.204566 + Penalty 2788.127086 = -567684.077480
  nChanged 186
		SP:Iteration 14Q (10479.970000 sec): 3 clusters
  Score: Raw -570679.893610 + Penalty 2788.127086 = -567891.766524
  nChanged 192
		SP:Iteration 15Q (10480.130000 sec): 3 clusters
  Score: Raw -570863.573879 + Penalty 2788.127086 = -568075.446793
  nChanged 148
		SP:Iteration 16Q (10480.320000 sec): 3 clusters
  Score: Raw -570973.378673 + Penalty 2788.127086 = -568185.251587
  nChanged 123
		SP:Iteration 17Q (10480.520000 sec): 3 clusters
  Score: Raw -571043.399925 + Penalty 2788.127086 = -568255.272839
  nChanged 98
		SP:Iteration 18Q (10480.700000 sec): 3 clusters
  Score: Raw -571090.821533 + Penalty 2788.127086 = -568302.694448
  nChanged 74
		SP:Iteration 19Q (10480.880000 sec): 3 clusters
  Score: Raw -571131.620128 + Penalty 2788.127086 = -568343.493042
  nChanged 82
		SP:Iteration 20F (10481.070000 sec): 3 clusters
  Score: Raw -571188.859910 + Penalty 2788.127086 = -568400.732824
  nChanged 97
		SP:Iteration 21Q (10481.290000 sec): 3 clusters
  Score: Raw -571256.884881 + Penalty 2788.127086 = -568468.757795
  nChanged 96
		SP:Iteration 22Q (10481.470000 sec): 3 clusters
  Score: Raw -571332.039713 + Penalty 2788.127086 = -568543.912627
  nChanged 100
		SP:Iteration 23Q (10481.710000 sec): 3 clusters
  Score: Raw -571427.829215 + Penalty 2788.127086 = -568639.702129
  nChanged 115
		SP:Iteration 24Q (10481.950000 sec): 3 clusters
  Score: Raw -571557.612947 + Penalty 2788.127086 = -568769.485861
  nChanged 111
		SP:Iteration 25Q (10482.120000 sec): 3 clusters
  Score: Raw -571679.787354 + Penalty 2788.127086 = -568891.660269
  nChanged 84
		SP:Iteration 26Q (10482.340000 sec): 3 clusters
  Score: Raw -571768.604785 + Penalty 2788.127086 = -568980.477699
  nChanged 68
		SP:Iteration 27Q (10482.520000 sec): 3 clusters
  Score: Raw -571824.967100 + Penalty 2788.127086 = -569036.840014
  nChanged 49
		SP:Iteration 28Q (10482.730000 sec): 3 clusters
  Score: Raw -571854.165103 + Penalty 2788.127086 = -569066.038018
  nChanged 32
		SP:Iteration 29Q (10482.920000 sec): 3 clusters
  Score: Raw -571867.755062 + Penalty 2788.127086 = -569079.627977
  nChanged 17
		SP:Iteration 30Q (10483.110000 sec): 3 clusters
  Score: Raw -571871.832873 + Penalty 2788.127086 = -569083.705787
  nChanged 7
		SP:Iteration 31Q (10483.300000 sec): 3 clusters
  Score: Raw -571873.448302 + Penalty 2788.127086 = -569085.321216
  nChanged 7
		SP:Iteration 32Q (10483.530000 sec): 3 clusters
  Score: Raw -571874.994171 + Penalty 2788.127086 = -569086.867085
  nChanged 3
		SP:Iteration 33Q (10483.720000 sec): 3 clusters
  Score: Raw -571875.702383 + Penalty 2788.127086 = -569087.575297
  nChanged 0
		SP:Iteration 34F (10483.950000 sec): 3 clusters
  Score: Raw -571875.702383 + Penalty 2788.127086 = -569087.575297
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 55 (1749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10484.020000 sec): 2 clusters
  Score: Raw -152456.218214 + Penalty 1213.354915 = -151242.863299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10484.190000 sec): 3 clusters
  Score: Raw -151822.419342 + Penalty 2426.709829 = -149395.709512
  nChanged 561
		SP:Iteration 1F (10484.370000 sec): 3 clusters
  Score: Raw -152283.815161 + Penalty 2426.709829 = -149857.105331
  nChanged 154
		SP:Iteration 2F (10484.580000 sec): 3 clusters
  Score: Raw -152441.864935 + Penalty 2426.709829 = -150015.155106
  nChanged 102
		SP:Iteration 3F (10484.760000 sec): 3 clusters
  Score: Raw -152550.770091 + Penalty 2426.709829 = -150124.060262
  nChanged 84
		SP:Iteration 4Q (10484.970000 sec): 3 clusters
  Score: Raw -152636.764559 + Penalty 2426.709829 = -150210.054730
  nChanged 56
		SP:Iteration 5Q (10485.110000 sec): 3 clusters
  Score: Raw -152695.255095 + Penalty 2426.709829 = -150268.545266
  nChanged 55
		SP:Iteration 6Q (10485.300000 sec): 3 clusters
  Score: Raw -152742.746147 + Penalty 2426.709829 = -150316.036317
  nChanged 47
		SP:Iteration 7Q (10485.500000 sec): 3 clusters
  Score: Raw -152785.017172 + Penalty 2426.709829 = -150358.307343
  nChanged 52
		SP:Iteration 8Q (10485.720000 sec): 3 clusters
  Score: Raw -152825.542221 + Penalty 2426.709829 = -150398.832392
  nChanged 35
		SP:Iteration 9Q (10485.910000 sec): 3 clusters
  Score: Raw -152858.101977 + Penalty 2426.709829 = -150431.392148
  nChanged 34
		SP:Iteration 10Q (10486.040000 sec): 3 clusters
  Score: Raw -152889.275291 + Penalty 2426.709829 = -150462.565461
  nChanged 32
		SP:Iteration 11Q (10486.210000 sec): 3 clusters
  Score: Raw -152919.396068 + Penalty 2426.709829 = -150492.686239
  nChanged 37
		SP:Iteration 12Q (10486.400000 sec): 3 clusters
  Score: Raw -152949.984808 + Penalty 2426.709829 = -150523.274978
  nChanged 34
		SP:Iteration 13Q (10486.600000 sec): 3 clusters
  Score: Raw -152986.198148 + Penalty 2426.709829 = -150559.488318
  nChanged 35
		SP:Iteration 14Q (10486.760000 sec): 3 clusters
  Score: Raw -153029.944034 + Penalty 2426.709829 = -150603.234205
  nChanged 37
		SP:Iteration 15Q (10486.950000 sec): 3 clusters
  Score: Raw -153085.864411 + Penalty 2426.709829 = -150659.154582
  nChanged 32
		SP:Iteration 16Q (10487.140000 sec): 3 clusters
  Score: Raw -153151.754755 + Penalty 2426.709829 = -150725.044926
  nChanged 38
		SP:Iteration 17Q (10487.360000 sec): 3 clusters
  Score: Raw -153201.860192 + Penalty 2426.709829 = -150775.150363
  nChanged 33
		SP:Iteration 18Q (10487.470000 sec): 3 clusters
  Score: Raw -153239.345001 + Penalty 2426.709829 = -150812.635171
  nChanged 27
		SP:Iteration 19Q (10487.660000 sec): 3 clusters
  Score: Raw -153271.098045 + Penalty 2426.709829 = -150844.388216
  nChanged 18
		SP:Iteration 20F (10487.850000 sec): 3 clusters
  Score: Raw -153302.290464 + Penalty 2426.709829 = -150875.580634
  nChanged 18
		SP:Iteration 21Q (10488.040000 sec): 3 clusters
  Score: Raw -153340.555917 + Penalty 2426.709829 = -150913.846088
  nChanged 14
		SP:Iteration 22Q (10488.240000 sec): 3 clusters
  Score: Raw -153363.544885 + Penalty 2426.709829 = -150936.835056
  nChanged 18
		SP:Iteration 23Q (10488.470000 sec): 3 clusters
  Score: Raw -153403.822091 + Penalty 2426.709829 = -150977.112262
  nChanged 27
		SP:Iteration 24Q (10488.650000 sec): 3 clusters
  Score: Raw -153519.261472 + Penalty 2426.709829 = -151092.551642
  nChanged 29
		SP:Iteration 25Q (10488.830000 sec): 3 clusters
  Score: Raw -153620.034311 + Penalty 2426.709829 = -151193.324482
  nChanged 29
		SP:Iteration 26Q (10489.000000 sec): 3 clusters
  Score: Raw -153663.001899 + Penalty 2426.709829 = -151236.292069
  nChanged 19
		SP:Iteration 27Q (10489.220000 sec): 3 clusters
  Score: Raw -153686.596843 + Penalty 2426.709829 = -151259.887014
  nChanged 14
		SP:Iteration 28Q (10489.380000 sec): 3 clusters
  Score: Raw -153700.885802 + Penalty 2426.709829 = -151274.175972
  nChanged 6
		SP:Iteration 29Q (10489.560000 sec): 3 clusters
  Score: Raw -153707.637867 + Penalty 2426.709829 = -151280.928038
  nChanged 5
		SP:Iteration 30Q (10489.780000 sec): 3 clusters
  Score: Raw -153710.558465 + Penalty 2426.709829 = -151283.848636
  nChanged 3
		SP:Iteration 31Q (10489.980000 sec): 3 clusters
  Score: Raw -153712.686147 + Penalty 2426.709829 = -151285.976317
  nChanged 3
		SP:Iteration 32Q (10490.160000 sec): 3 clusters
  Score: Raw -153716.244834 + Penalty 2426.709829 = -151289.535004
  nChanged 2
		SP:Iteration 33Q (10490.370000 sec): 3 clusters
  Score: Raw -153717.528596 + Penalty 2426.709829 = -151290.818767
  nChanged 1
		SP:Iteration 34Q (10490.520000 sec): 3 clusters
  Score: Raw -153718.091932 + Penalty 2426.709829 = -151291.382103
  nChanged 1
		SP:Iteration 35Q (10490.710000 sec): 3 clusters
  Score: Raw -153719.207225 + Penalty 2426.709829 = -151292.497396
  nChanged 2
		SP:Iteration 36Q (10490.860000 sec): 3 clusters
  Score: Raw -153720.109135 + Penalty 2426.709829 = -151293.399305
  nChanged 0
		SP:Iteration 37F (10491.060000 sec): 3 clusters
  Score: Raw -153720.109135 + Penalty 2426.709829 = -151293.399305
  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 8.59 GB.

 Trying to split cluster 56 (2089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10491.160000 sec): 2 clusters
  Score: Raw -219235.488496 + Penalty 1242.221624 = -217993.266872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10491.340000 sec): 3 clusters
  Score: Raw -218376.760805 + Penalty 2484.443248 = -215892.317557
  nChanged 732
		SP:Iteration 1F (10491.510000 sec): 3 clusters
  Score: Raw -218835.464547 + Penalty 2484.443248 = -216351.021299
  nChanged 148
		SP:Iteration 2F (10491.740000 sec): 3 clusters
  Score: Raw -218915.857929 + Penalty 2484.443248 = -216431.414682
  nChanged 76
		SP:Iteration 3Q (10491.950000 sec): 3 clusters
  Score: Raw -218960.335407 + Penalty 2484.443248 = -216475.892159
  nChanged 67
		SP:Iteration 4Q (10492.190000 sec): 3 clusters
  Score: Raw -219002.348509 + Penalty 2484.443248 = -216517.905261
  nChanged 56
		SP:Iteration 5Q (10492.390000 sec): 3 clusters
  Score: Raw -219030.321461 + Penalty 2484.443248 = -216545.878213
  nChanged 31
		SP:Iteration 6Q (10492.500000 sec): 3 clusters
  Score: Raw -219043.729869 + Penalty 2484.443248 = -216559.286622
  nChanged 20
		SP:Iteration 7Q (10492.700000 sec): 3 clusters
  Score: Raw -219051.080246 + Penalty 2484.443248 = -216566.636999
  nChanged 15
		SP:Iteration 8Q (10492.880000 sec): 3 clusters
  Score: Raw -219057.707431 + Penalty 2484.443248 = -216573.264183
  nChanged 8
		SP:Iteration 9Q (10493.050000 sec): 3 clusters
  Score: Raw -219060.186349 + Penalty 2484.443248 = -216575.743101
  nChanged 7
		SP:Iteration 10Q (10493.220000 sec): 3 clusters
  Score: Raw -219063.099339 + Penalty 2484.443248 = -216578.656092
  nChanged 8
		SP:Iteration 11Q (10493.390000 sec): 3 clusters
  Score: Raw -219066.907901 + Penalty 2484.443248 = -216582.464654
  nChanged 5
		SP:Iteration 12Q (10493.610000 sec): 3 clusters
  Score: Raw -219070.054361 + Penalty 2484.443248 = -216585.611113
  nChanged 12
		SP:Iteration 13Q (10493.800000 sec): 3 clusters
  Score: Raw -219074.374597 + Penalty 2484.443248 = -216589.931350
  nChanged 10
		SP:Iteration 14Q (10494.000000 sec): 3 clusters
  Score: Raw -219078.557480 + Penalty 2484.443248 = -216594.114233
  nChanged 12
		SP:Iteration 15Q (10494.260000 sec): 3 clusters
  Score: Raw -219083.553296 + Penalty 2484.443248 = -216599.110048
  nChanged 8
		SP:Iteration 16Q (10494.430000 sec): 3 clusters
  Score: Raw -219086.455908 + Penalty 2484.443248 = -216602.012661
  nChanged 4
		SP:Iteration 17Q (10494.610000 sec): 3 clusters
  Score: Raw -219088.131096 + Penalty 2484.443248 = -216603.687849
  nChanged 4
		SP:Iteration 18Q (10494.800000 sec): 3 clusters
  Score: Raw -219089.704143 + Penalty 2484.443248 = -216605.260895
  nChanged 3
		SP:Iteration 19Q (10495.000000 sec): 3 clusters
  Score: Raw -219091.109819 + Penalty 2484.443248 = -216606.666571
  nChanged 5
		SP:Iteration 20F (10495.200000 sec): 3 clusters
  Score: Raw -219092.248973 + Penalty 2484.443248 = -216607.805725
  nChanged 3
		SP:Iteration 21Q (10495.420000 sec): 3 clusters
  Score: Raw -219093.030564 + Penalty 2484.443248 = -216608.587317
  nChanged 1
		SP:Iteration 22Q (10495.590000 sec): 3 clusters
  Score: Raw -219094.140692 + Penalty 2484.443248 = -216609.697445
  nChanged 6
		SP:Iteration 23Q (10495.780000 sec): 3 clusters
  Score: Raw -219098.379363 + Penalty 2484.443248 = -216613.936116
  nChanged 10
		SP:Iteration 24Q (10495.970000 sec): 3 clusters
  Score: Raw -219101.678988 + Penalty 2484.443248 = -216617.235740
  nChanged 8
		SP:Iteration 25Q (10496.070000 sec): 3 clusters
  Score: Raw -219104.647305 + Penalty 2484.443248 = -216620.204058
  nChanged 6
		SP:Iteration 26Q (10496.220000 sec): 3 clusters
  Score: Raw -219106.628516 + Penalty 2484.443248 = -216622.185268
  nChanged 2
		SP:Iteration 27Q (10496.420000 sec): 3 clusters
  Score: Raw -219107.124598 + Penalty 2484.443248 = -216622.681351
  nChanged 2
		SP:Iteration 28Q (10496.630000 sec): 3 clusters
  Score: Raw -219107.415045 + Penalty 2484.443248 = -216622.971798
  nChanged 3
		SP:Iteration 29Q (10496.770000 sec): 3 clusters
  Score: Raw -219108.053753 + Penalty 2484.443248 = -216623.610506
  nChanged 3
		SP:Iteration 30Q (10496.930000 sec): 3 clusters
  Score: Raw -219108.743976 + Penalty 2484.443248 = -216624.300728
  nChanged 3
		SP:Iteration 31Q (10497.150000 sec): 3 clusters
  Score: Raw -219110.048526 + Penalty 2484.443248 = -216625.605279
  nChanged 3
		SP:Iteration 32Q (10497.340000 sec): 3 clusters
  Score: Raw -219111.659352 + Penalty 2484.443248 = -216627.216104
  nChanged 7
		SP:Iteration 33Q (10497.500000 sec): 3 clusters
  Score: Raw -219115.322234 + Penalty 2484.443248 = -216630.878986
  nChanged 10
		SP:Iteration 34Q (10497.720000 sec): 3 clusters
  Score: Raw -219121.045692 + Penalty 2484.443248 = -216636.602444
  nChanged 10
		SP:Iteration 35Q (10497.870000 sec): 3 clusters
  Score: Raw -219123.923826 + Penalty 2484.443248 = -216639.480579
  nChanged 6
		SP:Iteration 36Q (10498.050000 sec): 3 clusters
  Score: Raw -219128.045035 + Penalty 2484.443248 = -216643.601787
  nChanged 11
		SP:Iteration 37Q (10498.210000 sec): 3 clusters
  Score: Raw -219133.741558 + Penalty 2484.443248 = -216649.298310
  nChanged 12
		SP:Iteration 38Q (10498.390000 sec): 3 clusters
  Score: Raw -219140.024015 + Penalty 2484.443248 = -216655.580767
  nChanged 12
		SP:Iteration 39Q (10498.560000 sec): 3 clusters
  Score: Raw -219148.370287 + Penalty 2484.443248 = -216663.927040
  nChanged 12
		SP:Iteration 40F (10498.810000 sec): 3 clusters
  Score: Raw -219156.865461 + Penalty 2484.443248 = -216672.422213
  nChanged 19
		SP:Iteration 41Q (10498.950000 sec): 3 clusters
  Score: Raw -219166.685960 + Penalty 2484.443248 = -216682.242712
  nChanged 12
		SP:Iteration 42Q (10499.130000 sec): 3 clusters
  Score: Raw -219172.958115 + Penalty 2484.443248 = -216688.514868
  nChanged 9
		SP:Iteration 43Q (10499.380000 sec): 3 clusters
  Score: Raw -219175.504195 + Penalty 2484.443248 = -216691.060947
  nChanged 4
		SP:Iteration 44Q (10499.560000 sec): 3 clusters
  Score: Raw -219179.079377 + Penalty 2484.443248 = -216694.636130
  nChanged 7
		SP:Iteration 45Q (10499.750000 sec): 3 clusters
  Score: Raw -219182.180831 + Penalty 2484.443248 = -216697.737583
  nChanged 4
		SP:Iteration 46Q (10499.960000 sec): 3 clusters
  Score: Raw -219183.253185 + Penalty 2484.443248 = -216698.809937
  nChanged 2
		SP:Iteration 47Q (10500.130000 sec): 3 clusters
  Score: Raw -219183.699663 + Penalty 2484.443248 = -216699.256416
  nChanged 0
		SP:Iteration 48F (10500.310000 sec): 3 clusters
  Score: Raw -219183.699663 + Penalty 2484.443248 = -216699.256416
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 57 (4370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10500.410000 sec): 2 clusters
  Score: Raw -418397.031494 + Penalty 1362.159222 = -417034.872273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10500.640000 sec): 3 clusters
  Score: Raw -416163.446792 + Penalty 2724.318444 = -413439.128348
  nChanged 1760
		SP:Iteration 1F (10500.810000 sec): 3 clusters
  Score: Raw -417159.606244 + Penalty 2724.318444 = -414435.287800
  nChanged 327
		SP:Iteration 2F (10501.040000 sec): 3 clusters
  Score: Raw -417368.889636 + Penalty 2724.318444 = -414644.571193
  nChanged 257
		SP:Iteration 3F (10501.260000 sec): 3 clusters
  Score: Raw -417544.410151 + Penalty 2724.318444 = -414820.091707
  nChanged 230
		SP:Iteration 4F (10501.490000 sec): 3 clusters
  Score: Raw -417696.260456 + Penalty 2724.318444 = -414971.942013
  nChanged 195
		SP:Iteration 5Q (10501.660000 sec): 3 clusters
  Score: Raw -417820.679040 + Penalty 2724.318444 = -415096.360596
  nChanged 179
		SP:Iteration 6Q (10501.860000 sec): 3 clusters
  Score: Raw -417949.389660 + Penalty 2724.318444 = -415225.071217
  nChanged 164
		SP:Iteration 7Q (10502.040000 sec): 3 clusters
  Score: Raw -418059.325349 + Penalty 2724.318444 = -415335.006906
  nChanged 155
		SP:Iteration 8Q (10502.230000 sec): 3 clusters
  Score: Raw -418149.283671 + Penalty 2724.318444 = -415424.965227
  nChanged 138
		SP:Iteration 9Q (10502.400000 sec): 3 clusters
  Score: Raw -418215.816136 + Penalty 2724.318444 = -415491.497693
  nChanged 88
		SP:Iteration 10Q (10502.630000 sec): 3 clusters
  Score: Raw -418257.163948 + Penalty 2724.318444 = -415532.845505
  nChanged 84
		SP:Iteration 11Q (10502.800000 sec): 3 clusters
  Score: Raw -418298.838589 + Penalty 2724.318444 = -415574.520146
  nChanged 84
		SP:Iteration 12Q (10503.050000 sec): 3 clusters
  Score: Raw -418340.271627 + Penalty 2724.318444 = -415615.953183
  nChanged 75
		SP:Iteration 13Q (10503.220000 sec): 3 clusters
  Score: Raw -418376.714337 + Penalty 2724.318444 = -415652.395893
  nChanged 72
		SP:Iteration 14Q (10503.380000 sec): 3 clusters
  Score: Raw -418411.575296 + Penalty 2724.318444 = -415687.256852
  nChanged 80
		SP:Iteration 15Q (10503.600000 sec): 3 clusters
  Score: Raw -418451.493513 + Penalty 2724.318444 = -415727.175069
  nChanged 82
		SP:Iteration 16Q (10503.740000 sec): 3 clusters
  Score: Raw -418489.835399 + Penalty 2724.318444 = -415765.516956
  nChanged 70
		SP:Iteration 17Q (10503.940000 sec): 3 clusters
  Score: Raw -418522.180976 + Penalty 2724.318444 = -415797.862532
  nChanged 63
		SP:Iteration 18Q (10504.160000 sec): 3 clusters
  Score: Raw -418548.239663 + Penalty 2724.318444 = -415823.921219
  nChanged 51
		SP:Iteration 19Q (10504.360000 sec): 3 clusters
  Score: Raw -418575.525124 + Penalty 2724.318444 = -415851.206680
  nChanged 54
		SP:Iteration 20F (10504.550000 sec): 3 clusters
  Score: Raw -418596.249225 + Penalty 2724.318444 = -415871.930781
  nChanged 43
		SP:Iteration 21Q (10504.710000 sec): 3 clusters
  Score: Raw -418612.857656 + Penalty 2724.318444 = -415888.539212
  nChanged 36
		SP:Iteration 22Q (10504.910000 sec): 3 clusters
  Score: Raw -418625.394938 + Penalty 2724.318444 = -415901.076494
  nChanged 34
		SP:Iteration 23Q (10505.120000 sec): 3 clusters
  Score: Raw -418641.659374 + Penalty 2724.318444 = -415917.340930
  nChanged 46
		SP:Iteration 24Q (10505.300000 sec): 3 clusters
  Score: Raw -418665.067516 + Penalty 2724.318444 = -415940.749073
  nChanged 47
		SP:Iteration 25Q (10505.520000 sec): 3 clusters
  Score: Raw -418692.621138 + Penalty 2724.318444 = -415968.302694
  nChanged 48
		SP:Iteration 26Q (10505.730000 sec): 3 clusters
  Score: Raw -418715.480350 + Penalty 2724.318444 = -415991.161906
  nChanged 35
		SP:Iteration 27Q (10505.900000 sec): 3 clusters
  Score: Raw -418731.615435 + Penalty 2724.318444 = -416007.296991
  nChanged 36
		SP:Iteration 28Q (10506.080000 sec): 3 clusters
  Score: Raw -418748.213039 + Penalty 2724.318444 = -416023.894595
  nChanged 35
		SP:Iteration 29Q (10506.290000 sec): 3 clusters
  Score: Raw -418762.645341 + Penalty 2724.318444 = -416038.326897
  nChanged 38
		SP:Iteration 30Q (10506.440000 sec): 3 clusters
  Score: Raw -418775.848244 + Penalty 2724.318444 = -416051.529800
  nChanged 30
		SP:Iteration 31Q (10506.650000 sec): 3 clusters
  Score: Raw -418788.631078 + Penalty 2724.318444 = -416064.312634
  nChanged 32
		SP:Iteration 32Q (10506.830000 sec): 3 clusters
  Score: Raw -418801.461026 + Penalty 2724.318444 = -416077.142582
  nChanged 34
		SP:Iteration 33Q (10507.020000 sec): 3 clusters
  Score: Raw -418820.557284 + Penalty 2724.318444 = -416096.238840
  nChanged 51
		SP:Iteration 34Q (10507.240000 sec): 3 clusters
  Score: Raw -418857.356960 + Penalty 2724.318444 = -416133.038517
  nChanged 64
		SP:Iteration 35Q (10507.410000 sec): 3 clusters
  Score: Raw -418914.255934 + Penalty 2724.318444 = -416189.937491
  nChanged 86
		SP:Iteration 36Q (10507.630000 sec): 3 clusters
  Score: Raw -419018.658049 + Penalty 2724.318444 = -416294.339605
  nChanged 117
		SP:Iteration 37Q (10507.850000 sec): 3 clusters
  Score: Raw -419215.011845 + Penalty 2724.318444 = -416490.693401
  nChanged 133
		SP:Iteration 38Q (10508.040000 sec): 3 clusters
  Score: Raw -419464.711209 + Penalty 2724.318444 = -416740.392765
  nChanged 119
		SP:Iteration 39Q (10508.250000 sec): 3 clusters
  Score: Raw -419632.251789 + Penalty 2724.318444 = -416907.933345
  nChanged 97
		SP:Iteration 40F (10508.430000 sec): 3 clusters
  Score: Raw -419728.529377 + Penalty 2724.318444 = -417004.210933
  nChanged 58
		SP:Iteration 41Q (10508.620000 sec): 3 clusters
  Score: Raw -419785.517232 + Penalty 2724.318444 = -417061.198789
  nChanged 57
		SP:Iteration 42Q (10508.790000 sec): 3 clusters
  Score: Raw -419836.895215 + Penalty 2724.318444 = -417112.576772
  nChanged 51
		SP:Iteration 43Q (10508.990000 sec): 3 clusters
  Score: Raw -419883.852526 + Penalty 2724.318444 = -417159.534082
  nChanged 46
		SP:Iteration 44Q (10509.150000 sec): 3 clusters
  Score: Raw -419937.230696 + Penalty 2724.318444 = -417212.912252
  nChanged 49
		SP:Iteration 45Q (10509.330000 sec): 3 clusters
  Score: Raw -419994.283866 + Penalty 2724.318444 = -417269.965422
  nChanged 28
		SP:Iteration 46Q (10509.510000 sec): 3 clusters
  Score: Raw -420020.505772 + Penalty 2724.318444 = -417296.187329
  nChanged 33
		SP:Iteration 47Q (10509.710000 sec): 3 clusters
  Score: Raw -420052.342075 + Penalty 2724.318444 = -417328.023632
  nChanged 26
		SP:Iteration 48Q (10509.910000 sec): 3 clusters
  Score: Raw -420072.864372 + Penalty 2724.318444 = -417348.545928
  nChanged 25
		SP:Iteration 49Q (10510.100000 sec): 3 clusters
  Score: Raw -420092.954471 + Penalty 2724.318444 = -417368.636028
  nChanged 15
		SP:Iteration 50Q (10510.280000 sec): 3 clusters
  Score: Raw -420100.166804 + Penalty 2724.318444 = -417375.848360
  nChanged 8
		SP:Iteration 51Q (10510.470000 sec): 3 clusters
  Score: Raw -420103.330760 + Penalty 2724.318444 = -417379.012316
  nChanged 5
		SP:Iteration 52Q (10510.700000 sec): 3 clusters
  Score: Raw -420105.257557 + Penalty 2724.318444 = -417380.939114
  nChanged 2
		SP:Iteration 53Q (10510.930000 sec): 3 clusters
  Score: Raw -420105.846285 + Penalty 2724.318444 = -417381.527842
  nChanged 0
		SP:Iteration 54F (10511.150000 sec): 3 clusters
  Score: Raw -420105.846285 + Penalty 2724.318444 = -417381.527842
  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 8.59 GB.

 Trying to split cluster 58 (60166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10511.520000 sec): 2 clusters
  Score: Raw -6056192.171470 + Penalty 1788.290187 = -6054403.881283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10511.950000 sec): 3 clusters
  Score: Raw -6017926.102352 + Penalty 3576.580374 = -6014349.521979
  nChanged 28356
		SP:Iteration 1F (10512.320000 sec): 3 clusters
  Score: Raw -6033522.503042 + Penalty 3576.580374 = -6029945.922669
  nChanged 2157
		SP:Iteration 2Q (10512.740000 sec): 3 clusters
  Score: Raw -6034067.060839 + Penalty 3576.580374 = -6030490.480465
  nChanged 2287
		SP:Iteration 3Q (10513.160000 sec): 3 clusters
  Score: Raw -6034783.380073 + Penalty 3576.580374 = -6031206.799699
  nChanged 2710
		SP:Iteration 4Q (10513.630000 sec): 3 clusters
  Score: Raw -6035929.328815 + Penalty 3576.580374 = -6032352.748441
  nChanged 3509
		SP:Iteration 5F (10514.010000 sec): 3 clusters
  Score: Raw -6037929.765762 + Penalty 3576.580374 = -6034353.185389
  nChanged 4529
		SP:Iteration 6F (10514.430000 sec): 3 clusters
  Score: Raw -6041232.687615 + Penalty 3576.580374 = -6037656.107242
  nChanged 5043
		SP:Iteration 7F (10514.910000 sec): 3 clusters
  Score: Raw -6045588.477305 + Penalty 3576.580374 = -6042011.896931
  nChanged 4568
		SP:Iteration 8F (10515.360000 sec): 3 clusters
  Score: Raw -6049845.529164 + Penalty 3576.580374 = -6046268.948791
  nChanged 3404
		SP:Iteration 9F (10515.820000 sec): 3 clusters
  Score: Raw -6052940.375637 + Penalty 3576.580374 = -6049363.795264
  nChanged 1982
		SP:Iteration 10Q (10516.270000 sec): 3 clusters
  Score: Raw -6054589.219907 + Penalty 3576.580374 = -6051012.639534
  nChanged 1158
		SP:Iteration 11Q (10516.710000 sec): 3 clusters
  Score: Raw -6055475.611945 + Penalty 3576.580374 = -6051899.031571
  nChanged 604
		SP:Iteration 12Q (10517.080000 sec): 3 clusters
  Score: Raw -6055887.606973 + Penalty 3576.580374 = -6052311.026600
  nChanged 334
		SP:Iteration 13Q (10517.580000 sec): 3 clusters
  Score: Raw -6056119.889217 + Penalty 3576.580374 = -6052543.308844
  nChanged 201
		SP:Iteration 14Q (10518.010000 sec): 3 clusters
  Score: Raw -6056246.446688 + Penalty 3576.580374 = -6052669.866315
  nChanged 118
		SP:Iteration 15Q (10518.460000 sec): 3 clusters
  Score: Raw -6056317.656670 + Penalty 3576.580374 = -6052741.076296
  nChanged 63
		SP:Iteration 16Q (10518.880000 sec): 3 clusters
  Score: Raw -6056358.581234 + Penalty 3576.580374 = -6052782.000861
  nChanged 48
		SP:Iteration 17Q (10519.330000 sec): 3 clusters
  Score: Raw -6056393.998918 + Penalty 3576.580374 = -6052817.418545
  nChanged 48
		SP:Iteration 18Q (10519.680000 sec): 3 clusters
  Score: Raw -6056430.121294 + Penalty 3576.580374 = -6052853.540920
  nChanged 31
		SP:Iteration 19Q (10520.060000 sec): 3 clusters
  Score: Raw -6056456.978641 + Penalty 3576.580374 = -6052880.398267
  nChanged 34
		SP:Iteration 20F (10520.480000 sec): 3 clusters
  Score: Raw -6056478.014818 + Penalty 3576.580374 = -6052901.434444
  nChanged 24
		SP:Iteration 21Q (10520.910000 sec): 3 clusters
  Score: Raw -6056492.431090 + Penalty 3576.580374 = -6052915.850716
  nChanged 17
		SP:Iteration 22Q (10521.280000 sec): 3 clusters
  Score: Raw -6056502.225026 + Penalty 3576.580374 = -6052925.644653
  nChanged 21
		SP:Iteration 23Q (10521.690000 sec): 3 clusters
  Score: Raw -6056517.002202 + Penalty 3576.580374 = -6052940.421829
  nChanged 14
		SP:Iteration 24Q (10522.060000 sec): 3 clusters
  Score: Raw -6056525.316989 + Penalty 3576.580374 = -6052948.736616
  nChanged 15
		SP:Iteration 25Q (10522.470000 sec): 3 clusters
  Score: Raw -6056533.142039 + Penalty 3576.580374 = -6052956.561666
  nChanged 16
		SP:Iteration 26Q (10522.860000 sec): 3 clusters
  Score: Raw -6056542.067218 + Penalty 3576.580374 = -6052965.486844
  nChanged 10
		SP:Iteration 27Q (10523.300000 sec): 3 clusters
  Score: Raw -6056549.030886 + Penalty 3576.580374 = -6052972.450512
  nChanged 8
		SP:Iteration 28Q (10523.690000 sec): 3 clusters
  Score: Raw -6056554.412424 + Penalty 3576.580374 = -6052977.832050
  nChanged 10
		SP:Iteration 29Q (10524.080000 sec): 3 clusters
  Score: Raw -6056561.209263 + Penalty 3576.580374 = -6052984.628890
  nChanged 10
		SP:Iteration 30Q (10524.480000 sec): 3 clusters
  Score: Raw -6056568.417942 + Penalty 3576.580374 = -6052991.837569
  nChanged 10
		SP:Iteration 31Q (10524.900000 sec): 3 clusters
  Score: Raw -6056573.638087 + Penalty 3576.580374 = -6052997.057713
  nChanged 4
		SP:Iteration 32Q (10525.320000 sec): 3 clusters
  Score: Raw -6056575.852932 + Penalty 3576.580374 = -6052999.272559
  nChanged 3
		SP:Iteration 33Q (10525.720000 sec): 3 clusters
  Score: Raw -6056578.069110 + Penalty 3576.580374 = -6053001.488737
  nChanged 0
		SP:Iteration 34F (10526.160000 sec): 3 clusters
  Score: Raw -6056578.069110 + Penalty 3576.580374 = -6053001.488737
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 59 (1988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10526.290000 sec): 2 clusters
  Score: Raw -182135.235532 + Penalty 1234.168713 = -180901.066820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10526.510000 sec): 3 clusters
  Score: Raw -181317.665351 + Penalty 2468.337426 = -178849.327925
  nChanged 726
		SP:Iteration 1F (10526.650000 sec): 3 clusters
  Score: Raw -181815.664667 + Penalty 2468.337426 = -179347.327242
  nChanged 174
		SP:Iteration 2F (10526.810000 sec): 3 clusters
  Score: Raw -181965.203594 + Penalty 2468.337426 = -179496.866168
  nChanged 105
		SP:Iteration 3F (10526.970000 sec): 3 clusters
  Score: Raw -182048.226145 + Penalty 2468.337426 = -179579.888719
  nChanged 75
		SP:Iteration 4Q (10527.170000 sec): 3 clusters
  Score: Raw -182104.278382 + Penalty 2468.337426 = -179635.940956
  nChanged 64
		SP:Iteration 5Q (10527.370000 sec): 3 clusters
  Score: Raw -182150.288415 + Penalty 2468.337426 = -179681.950989
  nChanged 46
		SP:Iteration 6Q (10527.570000 sec): 3 clusters
  Score: Raw -182179.309673 + Penalty 2468.337426 = -179710.972247
  nChanged 31
		SP:Iteration 7Q (10527.760000 sec): 3 clusters
  Score: Raw -182194.875807 + Penalty 2468.337426 = -179726.538382
  nChanged 27
		SP:Iteration 8Q (10527.950000 sec): 3 clusters
  Score: Raw -182211.040082 + Penalty 2468.337426 = -179742.702656
  nChanged 14
		SP:Iteration 9Q (10528.170000 sec): 3 clusters
  Score: Raw -182219.026387 + Penalty 2468.337426 = -179750.688961
  nChanged 20
		SP:Iteration 10Q (10528.370000 sec): 3 clusters
  Score: Raw -182228.696267 + Penalty 2468.337426 = -179760.358841
  nChanged 13
		SP:Iteration 11Q (10528.530000 sec): 3 clusters
  Score: Raw -182238.305273 + Penalty 2468.337426 = -179769.967847
  nChanged 15
		SP:Iteration 12Q (10528.760000 sec): 3 clusters
  Score: Raw -182244.724818 + Penalty 2468.337426 = -179776.387392
  nChanged 11
		SP:Iteration 13Q (10528.930000 sec): 3 clusters
  Score: Raw -182250.797938 + Penalty 2468.337426 = -179782.460513
  nChanged 11
		SP:Iteration 14Q (10529.090000 sec): 3 clusters
  Score: Raw -182259.727386 + Penalty 2468.337426 = -179791.389961
  nChanged 17
		SP:Iteration 15Q (10529.290000 sec): 3 clusters
  Score: Raw -182267.733745 + Penalty 2468.337426 = -179799.396319
  nChanged 13
		SP:Iteration 16Q (10529.520000 sec): 3 clusters
  Score: Raw -182274.572780 + Penalty 2468.337426 = -179806.235355
  nChanged 18
		SP:Iteration 17Q (10529.730000 sec): 3 clusters
  Score: Raw -182288.710729 + Penalty 2468.337426 = -179820.373303
  nChanged 18
		SP:Iteration 18Q (10529.890000 sec): 3 clusters
  Score: Raw -182301.873678 + Penalty 2468.337426 = -179833.536253
  nChanged 15
		SP:Iteration 19Q (10530.130000 sec): 3 clusters
  Score: Raw -182309.432487 + Penalty 2468.337426 = -179841.095061
  nChanged 13
		SP:Iteration 20F (10530.290000 sec): 3 clusters
  Score: Raw -182315.149221 + Penalty 2468.337426 = -179846.811795
  nChanged 11
		SP:Iteration 21Q (10530.520000 sec): 3 clusters
  Score: Raw -182321.099074 + Penalty 2468.337426 = -179852.761648
  nChanged 8
		SP:Iteration 22Q (10530.710000 sec): 3 clusters
  Score: Raw -182330.681909 + Penalty 2468.337426 = -179862.344483
  nChanged 12
		SP:Iteration 23Q (10530.890000 sec): 3 clusters
  Score: Raw -182341.396022 + Penalty 2468.337426 = -179873.058596
  nChanged 9
		SP:Iteration 24Q (10531.070000 sec): 3 clusters
  Score: Raw -182346.781051 + Penalty 2468.337426 = -179878.443625
  nChanged 8
		SP:Iteration 25Q (10531.240000 sec): 3 clusters
  Score: Raw -182353.559679 + Penalty 2468.337426 = -179885.222253
  nChanged 8
		SP:Iteration 26Q (10531.430000 sec): 3 clusters
  Score: Raw -182360.056328 + Penalty 2468.337426 = -179891.718902
  nChanged 9
		SP:Iteration 27Q (10531.620000 sec): 3 clusters
  Score: Raw -182364.818837 + Penalty 2468.337426 = -179896.481411
  nChanged 8
		SP:Iteration 28Q (10531.810000 sec): 3 clusters
  Score: Raw -182369.031750 + Penalty 2468.337426 = -179900.694324
  nChanged 8
		SP:Iteration 29Q (10532.010000 sec): 3 clusters
  Score: Raw -182374.167062 + Penalty 2468.337426 = -179905.829636
  nChanged 9
		SP:Iteration 30Q (10532.210000 sec): 3 clusters
  Score: Raw -182379.612670 + Penalty 2468.337426 = -179911.275244
  nChanged 7
		SP:Iteration 31Q (10532.420000 sec): 3 clusters
  Score: Raw -182382.122065 + Penalty 2468.337426 = -179913.784640
  nChanged 5
		SP:Iteration 32Q (10532.570000 sec): 3 clusters
  Score: Raw -182384.524404 + Penalty 2468.337426 = -179916.186978
  nChanged 5
		SP:Iteration 33Q (10532.790000 sec): 3 clusters
  Score: Raw -182389.644078 + Penalty 2468.337426 = -179921.306652
  nChanged 5
		SP:Iteration 34Q (10532.970000 sec): 3 clusters
  Score: Raw -182391.998920 + Penalty 2468.337426 = -179923.661494
  nChanged 2
		SP:Iteration 35Q (10533.160000 sec): 3 clusters
  Score: Raw -182392.998699 + Penalty 2468.337426 = -179924.661273
  nChanged 2
		SP:Iteration 36Q (10533.350000 sec): 3 clusters
  Score: Raw -182394.191836 + Penalty 2468.337426 = -179925.854410
  nChanged 0
		SP:Iteration 37F (10533.530000 sec): 3 clusters
  Score: Raw -182394.191836 + Penalty 2468.337426 = -179925.854410
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 60 (2037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10533.640000 sec): 2 clusters
  Score: Raw -208079.668964 + Penalty 1238.125430 = -206841.543534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10533.810000 sec): 3 clusters
  Score: Raw -207216.666177 + Penalty 2476.250860 = -204740.415316
  nChanged 695
		SP:Iteration 1F (10534.050000 sec): 3 clusters
  Score: Raw -207631.884316 + Penalty 2476.250860 = -205155.633456
  nChanged 148
		SP:Iteration 2F (10534.220000 sec): 3 clusters
  Score: Raw -207750.461949 + Penalty 2476.250860 = -205274.211089
  nChanged 95
		SP:Iteration 3Q (10534.420000 sec): 3 clusters
  Score: Raw -207816.343563 + Penalty 2476.250860 = -205340.092703
  nChanged 66
		SP:Iteration 4Q (10534.610000 sec): 3 clusters
  Score: Raw -207860.791939 + Penalty 2476.250860 = -205384.541079
  nChanged 62
		SP:Iteration 5Q (10534.830000 sec): 3 clusters
  Score: Raw -207902.718594 + Penalty 2476.250860 = -205426.467734
  nChanged 53
		SP:Iteration 6Q (10535.000000 sec): 3 clusters
  Score: Raw -207940.836599 + Penalty 2476.250860 = -205464.585738
  nChanged 43
		SP:Iteration 7Q (10535.230000 sec): 3 clusters
  Score: Raw -207970.906802 + Penalty 2476.250860 = -205494.655942
  nChanged 39
		SP:Iteration 8Q (10535.470000 sec): 3 clusters
  Score: Raw -207999.413317 + Penalty 2476.250860 = -205523.162457
  nChanged 37
		SP:Iteration 9Q (10535.650000 sec): 3 clusters
  Score: Raw -208025.937076 + Penalty 2476.250860 = -205549.686215
  nChanged 32
		SP:Iteration 10Q (10535.830000 sec): 3 clusters
  Score: Raw -208045.111764 + Penalty 2476.250860 = -205568.860904
  nChanged 26
		SP:Iteration 11Q (10536.020000 sec): 3 clusters
  Score: Raw -208058.780575 + Penalty 2476.250860 = -205582.529715
  nChanged 20
		SP:Iteration 12Q (10536.230000 sec): 3 clusters
  Score: Raw -208070.160843 + Penalty 2476.250860 = -205593.909983
  nChanged 18
		SP:Iteration 13Q (10536.430000 sec): 3 clusters
  Score: Raw -208083.784788 + Penalty 2476.250860 = -205607.533927
  nChanged 21
		SP:Iteration 14Q (10536.680000 sec): 3 clusters
  Score: Raw -208098.678325 + Penalty 2476.250860 = -205622.427465
  nChanged 18
		SP:Iteration 15Q (10536.880000 sec): 3 clusters
  Score: Raw -208110.648023 + Penalty 2476.250860 = -205634.397163
  nChanged 19
		SP:Iteration 16Q (10537.050000 sec): 3 clusters
  Score: Raw -208122.546619 + Penalty 2476.250860 = -205646.295759
  nChanged 16
		SP:Iteration 17Q (10537.270000 sec): 3 clusters
  Score: Raw -208134.519318 + Penalty 2476.250860 = -205658.268458
  nChanged 12
		SP:Iteration 18Q (10537.430000 sec): 3 clusters
  Score: Raw -208141.099399 + Penalty 2476.250860 = -205664.848538
  nChanged 9
		SP:Iteration 19Q (10537.630000 sec): 3 clusters
  Score: Raw -208146.823663 + Penalty 2476.250860 = -205670.572803
  nChanged 8
		SP:Iteration 20F (10537.820000 sec): 3 clusters
  Score: Raw -208151.190813 + Penalty 2476.250860 = -205674.939952
  nChanged 7
		SP:Iteration 21Q (10538.030000 sec): 3 clusters
  Score: Raw -208154.219104 + Penalty 2476.250860 = -205677.968243
  nChanged 10
		SP:Iteration 22Q (10538.210000 sec): 3 clusters
  Score: Raw -208158.594093 + Penalty 2476.250860 = -205682.343232
  nChanged 5
		SP:Iteration 23Q (10538.390000 sec): 3 clusters
  Score: Raw -208160.817585 + Penalty 2476.250860 = -205684.566725
  nChanged 5
		SP:Iteration 24Q (10538.590000 sec): 3 clusters
  Score: Raw -208164.064326 + Penalty 2476.250860 = -205687.813466
  nChanged 3
		SP:Iteration 25Q (10538.770000 sec): 3 clusters
  Score: Raw -208166.216987 + Penalty 2476.250860 = -205689.966127
  nChanged 2
		SP:Iteration 26Q (10538.990000 sec): 3 clusters
  Score: Raw -208166.984071 + Penalty 2476.250860 = -205690.733210
  nChanged 2
		SP:Iteration 27Q (10539.160000 sec): 3 clusters
  Score: Raw -208168.657233 + Penalty 2476.250860 = -205692.406372
  nChanged 2
		SP:Iteration 28Q (10539.330000 sec): 3 clusters
  Score: Raw -208169.129609 + Penalty 2476.250860 = -205692.878749
  nChanged 2
		SP:Iteration 29Q (10539.490000 sec): 3 clusters
  Score: Raw -208170.697179 + Penalty 2476.250860 = -205694.446319
  nChanged 3
		SP:Iteration 30Q (10539.710000 sec): 3 clusters
  Score: Raw -208173.118847 + Penalty 2476.250860 = -205696.867987
  nChanged 2
		SP:Iteration 31Q (10539.890000 sec): 3 clusters
  Score: Raw -208174.060179 + Penalty 2476.250860 = -205697.809319
  nChanged 2
		SP:Iteration 32Q (10540.050000 sec): 3 clusters
  Score: Raw -208174.767819 + Penalty 2476.250860 = -205698.516959
  nChanged 1
		SP:Iteration 33Q (10540.270000 sec): 3 clusters
  Score: Raw -208175.023007 + Penalty 2476.250860 = -205698.772146
  nChanged 0
		SP:Iteration 34F (10540.470000 sec): 3 clusters
  Score: Raw -208175.023007 + Penalty 2476.250860 = -205698.772146
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 61 (1358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10540.580000 sec): 2 clusters
  Score: Raw -116794.712236 + Penalty 1172.237350 = -115622.474886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10540.760000 sec): 3 clusters
  Score: Raw -116315.547079 + Penalty 2344.474700 = -113971.072379
  nChanged 462
		SP:Iteration 1F (10540.960000 sec): 3 clusters
  Score: Raw -116741.636733 + Penalty 2344.474700 = -114397.162032
  nChanged 106
		SP:Iteration 2F (10541.150000 sec): 3 clusters
  Score: Raw -116838.883357 + Penalty 2344.474700 = -114494.408657
  nChanged 72
		SP:Iteration 3F (10541.360000 sec): 3 clusters
  Score: Raw -116913.846699 + Penalty 2344.474700 = -114569.371999
  nChanged 57
		SP:Iteration 4Q (10541.530000 sec): 3 clusters
  Score: Raw -116981.025075 + Penalty 2344.474700 = -114636.550375
  nChanged 48
		SP:Iteration 5Q (10541.720000 sec): 3 clusters
  Score: Raw -117070.457101 + Penalty 2344.474700 = -114725.982401
  nChanged 55
		SP:Iteration 6Q (10541.900000 sec): 3 clusters
  Score: Raw -117156.618284 + Penalty 2344.474700 = -114812.143584
  nChanged 44
		SP:Iteration 7Q (10542.080000 sec): 3 clusters
  Score: Raw -117209.309913 + Penalty 2344.474700 = -114864.835213
  nChanged 38
		SP:Iteration 8Q (10542.240000 sec): 3 clusters
  Score: Raw -117248.171029 + Penalty 2344.474700 = -114903.696329
  nChanged 29
		SP:Iteration 9Q (10542.400000 sec): 3 clusters
  Score: Raw -117285.363504 + Penalty 2344.474700 = -114940.888803
  nChanged 25
		SP:Iteration 10Q (10542.560000 sec): 3 clusters
  Score: Raw -117320.112579 + Penalty 2344.474700 = -114975.637879
  nChanged 15
		SP:Iteration 11Q (10542.720000 sec): 3 clusters
  Score: Raw -117344.911888 + Penalty 2344.474700 = -115000.437188
  nChanged 17
		SP:Iteration 12Q (10542.900000 sec): 3 clusters
  Score: Raw -117369.162710 + Penalty 2344.474700 = -115024.688010
  nChanged 25
		SP:Iteration 13Q (10543.030000 sec): 3 clusters
  Score: Raw -117401.809349 + Penalty 2344.474700 = -115057.334649
  nChanged 15
		SP:Iteration 14Q (10543.210000 sec): 3 clusters
  Score: Raw -117431.316304 + Penalty 2344.474700 = -115086.841603
  nChanged 16
		SP:Iteration 15Q (10543.390000 sec): 3 clusters
  Score: Raw -117457.463519 + Penalty 2344.474700 = -115112.988819
  nChanged 15
		SP:Iteration 16Q (10543.570000 sec): 3 clusters
  Score: Raw -117488.279298 + Penalty 2344.474700 = -115143.804598
  nChanged 15
		SP:Iteration 17Q (10543.710000 sec): 3 clusters
  Score: Raw -117508.981274 + Penalty 2344.474700 = -115164.506574
  nChanged 16
		SP:Iteration 18Q (10543.910000 sec): 3 clusters
  Score: Raw -117522.735479 + Penalty 2344.474700 = -115178.260779
  nChanged 11
		SP:Iteration 19Q (10544.120000 sec): 3 clusters
  Score: Raw -117534.014218 + Penalty 2344.474700 = -115189.539518
  nChanged 9
		SP:Iteration 20F (10544.290000 sec): 3 clusters
  Score: Raw -117559.015768 + Penalty 2344.474700 = -115214.541068
  nChanged 10
		SP:Iteration 21Q (10544.470000 sec): 3 clusters
  Score: Raw -117581.754879 + Penalty 2344.474700 = -115237.280179
  nChanged 6
		SP:Iteration 22Q (10544.660000 sec): 3 clusters
  Score: Raw -117585.970610 + Penalty 2344.474700 = -115241.495910
  nChanged 3
		SP:Iteration 23Q (10544.850000 sec): 3 clusters
  Score: Raw -117588.245206 + Penalty 2344.474700 = -115243.770506
  nChanged 6
		SP:Iteration 24Q (10545.050000 sec): 3 clusters
  Score: Raw -117593.189057 + Penalty 2344.474700 = -115248.714357
  nChanged 7
		SP:Iteration 25Q (10545.210000 sec): 3 clusters
  Score: Raw -117599.436087 + Penalty 2344.474700 = -115254.961387
  nChanged 5
		SP:Iteration 26Q (10545.350000 sec): 3 clusters
  Score: Raw -117604.303536 + Penalty 2344.474700 = -115259.828836
  nChanged 4
		SP:Iteration 27Q (10545.550000 sec): 3 clusters
  Score: Raw -117606.670409 + Penalty 2344.474700 = -115262.195709
  nChanged 1
		SP:Iteration 28Q (10545.730000 sec): 3 clusters
  Score: Raw -117608.247494 + Penalty 2344.474700 = -115263.772794
  nChanged 1
		SP:Iteration 29Q (10545.890000 sec): 3 clusters
  Score: Raw -117609.137997 + Penalty 2344.474700 = -115264.663297
  nChanged 1
		SP:Iteration 30Q (10546.120000 sec): 3 clusters
  Score: Raw -117609.608557 + Penalty 2344.474700 = -115265.133857
  nChanged 0
		SP:Iteration 31F (10546.270000 sec): 3 clusters
  Score: Raw -117609.608557 + Penalty 2344.474700 = -115265.133857
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 62 (5127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10546.380000 sec): 2 clusters
  Score: Raw -482668.787231 + Penalty 1388.119845 = -481280.667386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10546.640000 sec): 3 clusters
  Score: Raw -480023.768646 + Penalty 2776.239691 = -477247.528955
  nChanged 2042
		SP:Iteration 1F (10546.810000 sec): 3 clusters
  Score: Raw -481161.779295 + Penalty 2776.239691 = -478385.539604
  nChanged 420
		SP:Iteration 2F (10546.980000 sec): 3 clusters
  Score: Raw -481413.311967 + Penalty 2776.239691 = -478637.072276
  nChanged 288
		SP:Iteration 3F (10547.210000 sec): 3 clusters
  Score: Raw -481547.654507 + Penalty 2776.239691 = -478771.414816
  nChanged 199
		SP:Iteration 4Q (10547.390000 sec): 3 clusters
  Score: Raw -481637.768075 + Penalty 2776.239691 = -478861.528385
  nChanged 165
		SP:Iteration 5Q (10547.610000 sec): 3 clusters
  Score: Raw -481712.584584 + Penalty 2776.239691 = -478936.344893
  nChanged 125
		SP:Iteration 6Q (10547.810000 sec): 3 clusters
  Score: Raw -481760.692703 + Penalty 2776.239691 = -478984.453012
  nChanged 103
		SP:Iteration 7Q (10547.990000 sec): 3 clusters
  Score: Raw -481795.526072 + Penalty 2776.239691 = -479019.286381
  nChanged 95
		SP:Iteration 8Q (10548.210000 sec): 3 clusters
  Score: Raw -481825.686426 + Penalty 2776.239691 = -479049.446735
  nChanged 78
		SP:Iteration 9Q (10548.370000 sec): 3 clusters
  Score: Raw -481847.262002 + Penalty 2776.239691 = -479071.022311
  nChanged 47
		SP:Iteration 10Q (10548.580000 sec): 3 clusters
  Score: Raw -481857.500924 + Penalty 2776.239691 = -479081.261233
  nChanged 37
		SP:Iteration 11Q (10548.810000 sec): 3 clusters
  Score: Raw -481865.754063 + Penalty 2776.239691 = -479089.514372
  nChanged 31
		SP:Iteration 12Q (10548.990000 sec): 3 clusters
  Score: Raw -481872.874773 + Penalty 2776.239691 = -479096.635082
  nChanged 34
		SP:Iteration 13Q (10549.190000 sec): 3 clusters
  Score: Raw -481885.688209 + Penalty 2776.239691 = -479109.448519
  nChanged 32
		SP:Iteration 14Q (10549.370000 sec): 3 clusters
  Score: Raw -481894.574577 + Penalty 2776.239691 = -479118.334886
  nChanged 44
		SP:Iteration 15Q (10549.520000 sec): 3 clusters
  Score: Raw -481903.502070 + Penalty 2776.239691 = -479127.262379
  nChanged 32
		SP:Iteration 16Q (10549.710000 sec): 3 clusters
  Score: Raw -481911.047585 + Penalty 2776.239691 = -479134.807894
  nChanged 29
		SP:Iteration 17Q (10549.890000 sec): 3 clusters
  Score: Raw -481916.715657 + Penalty 2776.239691 = -479140.475966
  nChanged 24
		SP:Iteration 18Q (10550.080000 sec): 3 clusters
  Score: Raw -481921.924260 + Penalty 2776.239691 = -479145.684569
  nChanged 19
		SP:Iteration 19Q (10550.260000 sec): 3 clusters
  Score: Raw -481926.742774 + Penalty 2776.239691 = -479150.503083
  nChanged 21
		SP:Iteration 20F (10550.490000 sec): 3 clusters
  Score: Raw -481933.070391 + Penalty 2776.239691 = -479156.830701
  nChanged 20
		SP:Iteration 21Q (10550.680000 sec): 3 clusters
  Score: Raw -481937.677295 + Penalty 2776.239691 = -479161.437604
  nChanged 17
		SP:Iteration 22Q (10550.880000 sec): 3 clusters
  Score: Raw -481940.526574 + Penalty 2776.239691 = -479164.286883
  nChanged 17
		SP:Iteration 23Q (10551.060000 sec): 3 clusters
  Score: Raw -481943.885319 + Penalty 2776.239691 = -479167.645629
  nChanged 15
		SP:Iteration 24Q (10551.270000 sec): 3 clusters
  Score: Raw -481946.619869 + Penalty 2776.239691 = -479170.380179
  nChanged 22
		SP:Iteration 25Q (10551.500000 sec): 3 clusters
  Score: Raw -481951.156813 + Penalty 2776.239691 = -479174.917122
  nChanged 22
		SP:Iteration 26Q (10551.710000 sec): 3 clusters
  Score: Raw -481955.511976 + Penalty 2776.239691 = -479179.272285
  nChanged 15
		SP:Iteration 27Q (10551.920000 sec): 3 clusters
  Score: Raw -481959.717410 + Penalty 2776.239691 = -479183.477720
  nChanged 21
		SP:Iteration 28Q (10552.110000 sec): 3 clusters
  Score: Raw -481963.926484 + Penalty 2776.239691 = -479187.686793
  nChanged 18
		SP:Iteration 29Q (10552.280000 sec): 3 clusters
  Score: Raw -481969.974217 + Penalty 2776.239691 = -479193.734526
  nChanged 27
		SP:Iteration 30Q (10552.460000 sec): 3 clusters
  Score: Raw -481976.565230 + Penalty 2776.239691 = -479200.325539
  nChanged 30
		SP:Iteration 31Q (10552.700000 sec): 3 clusters
  Score: Raw -481983.101200 + Penalty 2776.239691 = -479206.861509
  nChanged 23
		SP:Iteration 32Q (10552.880000 sec): 3 clusters
  Score: Raw -481987.628692 + Penalty 2776.239691 = -479211.389001
  nChanged 22
		SP:Iteration 33Q (10553.080000 sec): 3 clusters
  Score: Raw -481992.293022 + Penalty 2776.239691 = -479216.053331
  nChanged 24
		SP:Iteration 34Q (10553.300000 sec): 3 clusters
  Score: Raw -481997.227793 + Penalty 2776.239691 = -479220.988102
  nChanged 21
		SP:Iteration 35Q (10553.530000 sec): 3 clusters
  Score: Raw -482001.608771 + Penalty 2776.239691 = -479225.369080
  nChanged 24
		SP:Iteration 36Q (10553.700000 sec): 3 clusters
  Score: Raw -482007.998722 + Penalty 2776.239691 = -479231.759031
  nChanged 27
		SP:Iteration 37Q (10553.890000 sec): 3 clusters
  Score: Raw -482016.531524 + Penalty 2776.239691 = -479240.291834
  nChanged 41
		SP:Iteration 38Q (10554.100000 sec): 3 clusters
  Score: Raw -482025.758334 + Penalty 2776.239691 = -479249.518644
  nChanged 45
		SP:Iteration 39Q (10554.300000 sec): 3 clusters
  Score: Raw -482040.440857 + Penalty 2776.239691 = -479264.201167
  nChanged 52
		SP:Iteration 40F (10554.500000 sec): 3 clusters
  Score: Raw -482057.290312 + Penalty 2776.239691 = -479281.050621
  nChanged 53
		SP:Iteration 41Q (10554.680000 sec): 3 clusters
  Score: Raw -482073.554941 + Penalty 2776.239691 = -479297.315250
  nChanged 55
		SP:Iteration 42Q (10554.910000 sec): 3 clusters
  Score: Raw -482088.477455 + Penalty 2776.239691 = -479312.237764
  nChanged 38
		SP:Iteration 43Q (10555.060000 sec): 3 clusters
  Score: Raw -482098.156809 + Penalty 2776.239691 = -479321.917118
  nChanged 32
		SP:Iteration 44Q (10555.280000 sec): 3 clusters
  Score: Raw -482107.082174 + Penalty 2776.239691 = -479330.842483
  nChanged 31
		SP:Iteration 45Q (10555.480000 sec): 3 clusters
  Score: Raw -482115.550871 + Penalty 2776.239691 = -479339.311180
  nChanged 26
		SP:Iteration 46Q (10555.660000 sec): 3 clusters
  Score: Raw -482121.614595 + Penalty 2776.239691 = -479345.374904
  nChanged 26
		SP:Iteration 47Q (10555.900000 sec): 3 clusters
  Score: Raw -482129.816199 + Penalty 2776.239691 = -479353.576508
  nChanged 33
		SP:Iteration 48Q (10556.090000 sec): 3 clusters
  Score: Raw -482137.943348 + Penalty 2776.239691 = -479361.703658
  nChanged 28
		SP:Iteration 49Q (10556.290000 sec): 3 clusters
  Score: Raw -482146.080288 + Penalty 2776.239691 = -479369.840598
  nChanged 35
		SP:Iteration 50Q (10556.460000 sec): 3 clusters
  Score: Raw -482155.911441 + Penalty 2776.239691 = -479379.671750
  nChanged 31
		SP:Iteration 51Q (10556.680000 sec): 3 clusters
  Score: Raw -482167.582540 + Penalty 2776.239691 = -479391.342850
  nChanged 41
		SP:Iteration 52Q (10556.850000 sec): 3 clusters
  Score: Raw -482180.783170 + Penalty 2776.239691 = -479404.543479
  nChanged 43
		SP:Iteration 53Q (10557.070000 sec): 3 clusters
  Score: Raw -482195.100212 + Penalty 2776.239691 = -479418.860521
  nChanged 41
		SP:Iteration 54Q (10557.250000 sec): 3 clusters
  Score: Raw -482206.353873 + Penalty 2776.239691 = -479430.114183
  nChanged 41
		SP:Iteration 55Q (10557.420000 sec): 3 clusters
  Score: Raw -482216.823723 + Penalty 2776.239691 = -479440.584032
  nChanged 41
		SP:Iteration 56Q (10557.650000 sec): 3 clusters
  Score: Raw -482227.759648 + Penalty 2776.239691 = -479451.519957
  nChanged 40
		SP:Iteration 57Q (10557.860000 sec): 3 clusters
  Score: Raw -482238.554969 + Penalty 2776.239691 = -479462.315278
  nChanged 40
		SP:Iteration 58Q (10558.070000 sec): 3 clusters
  Score: Raw -482250.052973 + Penalty 2776.239691 = -479473.813282
  nChanged 30
		SP:Iteration 59Q (10558.220000 sec): 3 clusters
  Score: Raw -482262.817039 + Penalty 2776.239691 = -479486.577348
  nChanged 43
		SP:Iteration 60F (10558.430000 sec): 3 clusters
  Score: Raw -482277.747802 + Penalty 2776.239691 = -479501.508111
  nChanged 48
		SP:Iteration 61Q (10558.590000 sec): 3 clusters
  Score: Raw -482296.687322 + Penalty 2776.239691 = -479520.447631
  nChanged 50
		SP:Iteration 62Q (10558.810000 sec): 3 clusters
  Score: Raw -482313.095697 + Penalty 2776.239691 = -479536.856007
  nChanged 51
		SP:Iteration 63Q (10559.000000 sec): 3 clusters
  Score: Raw -482332.973867 + Penalty 2776.239691 = -479556.734176
  nChanged 42
		SP:Iteration 64Q (10559.160000 sec): 3 clusters
  Score: Raw -482348.889450 + Penalty 2776.239691 = -479572.649759
  nChanged 48
		SP:Iteration 65Q (10559.370000 sec): 3 clusters
  Score: Raw -482368.250252 + Penalty 2776.239691 = -479592.010561
  nChanged 56
		SP:Iteration 66Q (10559.560000 sec): 3 clusters
  Score: Raw -482392.452697 + Penalty 2776.239691 = -479616.213007
  nChanged 52
		SP:Iteration 67Q (10559.770000 sec): 3 clusters
  Score: Raw -482415.037432 + Penalty 2776.239691 = -479638.797741
  nChanged 52
		SP:Iteration 68Q (10559.930000 sec): 3 clusters
  Score: Raw -482433.174799 + Penalty 2776.239691 = -479656.935109
  nChanged 39
		SP:Iteration 69Q (10560.120000 sec): 3 clusters
  Score: Raw -482448.211170 + Penalty 2776.239691 = -479671.971479
  nChanged 36
		SP:Iteration 70Q (10560.330000 sec): 3 clusters
  Score: Raw -482460.644890 + Penalty 2776.239691 = -479684.405199
  nChanged 42
		SP:Iteration 71Q (10560.500000 sec): 3 clusters
  Score: Raw -482479.429340 + Penalty 2776.239691 = -479703.189649
  nChanged 43
		SP:Iteration 72Q (10560.710000 sec): 3 clusters
  Score: Raw -482494.968208 + Penalty 2776.239691 = -479718.728517
  nChanged 39
		SP:Iteration 73Q (10560.900000 sec): 3 clusters
  Score: Raw -482509.052835 + Penalty 2776.239691 = -479732.813144
  nChanged 36
		SP:Iteration 74Q (10561.070000 sec): 3 clusters
  Score: Raw -482523.127174 + Penalty 2776.239691 = -479746.887483
  nChanged 38
		SP:Iteration 75Q (10561.280000 sec): 3 clusters
  Score: Raw -482540.144266 + Penalty 2776.239691 = -479763.904575
  nChanged 40
		SP:Iteration 76Q (10561.470000 sec): 3 clusters
  Score: Raw -482558.814687 + Penalty 2776.239691 = -479782.574997
  nChanged 35
		SP:Iteration 77Q (10561.630000 sec): 3 clusters
  Score: Raw -482571.802325 + Penalty 2776.239691 = -479795.562634
  nChanged 35
		SP:Iteration 78Q (10561.870000 sec): 3 clusters
  Score: Raw -482585.819992 + Penalty 2776.239691 = -479809.580301
  nChanged 29
		SP:Iteration 79Q (10562.060000 sec): 3 clusters
  Score: Raw -482597.376565 + Penalty 2776.239691 = -479821.136874
  nChanged 29
		SP:Iteration 80F (10562.230000 sec): 3 clusters
  Score: Raw -482610.859812 + Penalty 2776.239691 = -479834.620121
  nChanged 35
		SP:Iteration 81Q (10562.430000 sec): 3 clusters
  Score: Raw -482625.810445 + Penalty 2776.239691 = -479849.570754
  nChanged 30
		SP:Iteration 82Q (10562.580000 sec): 3 clusters
  Score: Raw -482641.065588 + Penalty 2776.239691 = -479864.825897
  nChanged 36
		SP:Iteration 83Q (10562.770000 sec): 3 clusters
  Score: Raw -482664.715280 + Penalty 2776.239691 = -479888.475589
  nChanged 28
		SP:Iteration 84Q (10562.940000 sec): 3 clusters
  Score: Raw -482682.110148 + Penalty 2776.239691 = -479905.870457
  nChanged 24
		SP:Iteration 85Q (10563.140000 sec): 3 clusters
  Score: Raw -482693.964161 + Penalty 2776.239691 = -479917.724470
  nChanged 27
		SP:Iteration 86Q (10563.290000 sec): 3 clusters
  Score: Raw -482709.009267 + Penalty 2776.239691 = -479932.769576
  nChanged 27
		SP:Iteration 87Q (10563.500000 sec): 3 clusters
  Score: Raw -482722.750969 + Penalty 2776.239691 = -479946.511278
  nChanged 23
		SP:Iteration 88Q (10563.660000 sec): 3 clusters
  Score: Raw -482734.848373 + Penalty 2776.239691 = -479958.608682
  nChanged 18
		SP:Iteration 89Q (10563.880000 sec): 3 clusters
  Score: Raw -482747.717810 + Penalty 2776.239691 = -479971.478119
  nChanged 23
		SP:Iteration 90Q (10564.070000 sec): 3 clusters
  Score: Raw -482765.118267 + Penalty 2776.239691 = -479988.878577
  nChanged 28
		SP:Iteration 91Q (10564.250000 sec): 3 clusters
  Score: Raw -482781.118896 + Penalty 2776.239691 = -480004.879205
  nChanged 18
		SP:Iteration 92Q (10564.430000 sec): 3 clusters
  Score: Raw -482793.743901 + Penalty 2776.239691 = -480017.504210
  nChanged 22
		SP:Iteration 93Q (10564.580000 sec): 3 clusters
  Score: Raw -482809.003289 + Penalty 2776.239691 = -480032.763598
  nChanged 19
		SP:Iteration 94Q (10564.760000 sec): 3 clusters
  Score: Raw -482823.226816 + Penalty 2776.239691 = -480046.987125
  nChanged 16
		SP:Iteration 95Q (10564.960000 sec): 3 clusters
  Score: Raw -482832.846169 + Penalty 2776.239691 = -480056.606478
  nChanged 8
		SP:Iteration 96Q (10565.200000 sec): 3 clusters
  Score: Raw -482837.259804 + Penalty 2776.239691 = -480061.020113
  nChanged 8
		SP:Iteration 97Q (10565.370000 sec): 3 clusters
  Score: Raw -482841.123034 + Penalty 2776.239691 = -480064.883343
  nChanged 8
		SP:Iteration 98Q (10565.580000 sec): 3 clusters
  Score: Raw -482844.189285 + Penalty 2776.239691 = -480067.949594
  nChanged 3
		SP:Iteration 99Q (10565.740000 sec): 3 clusters
  Score: Raw -482844.891192 + Penalty 2776.239691 = -480068.651501
  nChanged 2
		SP:Iteration 100F (10565.940000 sec): 3 clusters
  Score: Raw -482845.667899 + Penalty 2776.239691 = -480069.428208
  nChanged 1
		SP:Iteration 101Q (10566.160000 sec): 3 clusters
  Score: Raw -482845.840076 + Penalty 2776.239691 = -480069.600385
  nChanged 0
		SP:Iteration 102F (10566.310000 sec): 3 clusters
  Score: Raw -482845.840076 + Penalty 2776.239691 = -480069.600385
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 63 (99329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10566.830000 sec): 2 clusters
  Score: Raw -10426058.476823 + Penalty 1869.756338 = -10424188.720485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10567.440000 sec): 3 clusters
  Score: Raw -10361506.825091 + Penalty 3739.512677 = -10357767.312414
  nChanged 47468
		SP:Iteration 1F (10567.980000 sec): 3 clusters
  Score: Raw -10389525.366159 + Penalty 3739.512677 = -10385785.853482
  nChanged 4139
		SP:Iteration 2Q (10568.610000 sec): 3 clusters
  Score: Raw -10390934.433543 + Penalty 3739.512677 = -10387194.920867
  nChanged 4871
		SP:Iteration 3Q (10569.280000 sec): 3 clusters
  Score: Raw -10393006.512600 + Penalty 3739.512677 = -10389266.999923
  nChanged 5839
		SP:Iteration 4F (10569.910000 sec): 3 clusters
  Score: Raw -10396125.556178 + Penalty 3739.512677 = -10392386.043501
  nChanged 6936
		SP:Iteration 5F (10570.480000 sec): 3 clusters
  Score: Raw -10400791.099450 + Penalty 3739.512677 = -10397051.586774
  nChanged 7658
		SP:Iteration 6F (10571.040000 sec): 3 clusters
  Score: Raw -10406964.197175 + Penalty 3739.512677 = -10403224.684498
  nChanged 7306
		SP:Iteration 7F (10571.620000 sec): 3 clusters
  Score: Raw -10413526.450038 + Penalty 3739.512677 = -10409786.937361
  nChanged 5669
		SP:Iteration 8F (10572.230000 sec): 3 clusters
  Score: Raw -10418762.656841 + Penalty 3739.512677 = -10415023.144164
  nChanged 3639
		SP:Iteration 9Q (10572.820000 sec): 3 clusters
  Score: Raw -10422020.465917 + Penalty 3739.512677 = -10418280.953240
  nChanged 2205
		SP:Iteration 10Q (10573.410000 sec): 3 clusters
  Score: Raw -10423892.419934 + Penalty 3739.512677 = -10420152.907257
  nChanged 1300
		SP:Iteration 11Q (10573.920000 sec): 3 clusters
  Score: Raw -10424930.489503 + Penalty 3739.512677 = -10421190.976826
  nChanged 733
		SP:Iteration 12Q (10574.450000 sec): 3 clusters
  Score: Raw -10425483.950640 + Penalty 3739.512677 = -10421744.437963
  nChanged 452
		SP:Iteration 13Q (10575.010000 sec): 3 clusters
  Score: Raw -10425820.379981 + Penalty 3739.512677 = -10422080.867304
  nChanged 249
		SP:Iteration 14Q (10575.560000 sec): 3 clusters
  Score: Raw -10426004.007071 + Penalty 3739.512677 = -10422264.494394
  nChanged 151
		SP:Iteration 15Q (10576.020000 sec): 3 clusters
  Score: Raw -10426110.688302 + Penalty 3739.512677 = -10422371.175626
  nChanged 107
		SP:Iteration 16Q (10576.570000 sec): 3 clusters
  Score: Raw -10426178.696552 + Penalty 3739.512677 = -10422439.183876
  nChanged 69
		SP:Iteration 17Q (10577.050000 sec): 3 clusters
  Score: Raw -10426227.768234 + Penalty 3739.512677 = -10422488.255557
  nChanged 50
		SP:Iteration 18Q (10577.590000 sec): 3 clusters
  Score: Raw -10426259.273426 + Penalty 3739.512677 = -10422519.760749
  nChanged 28
		SP:Iteration 19Q (10578.050000 sec): 3 clusters
  Score: Raw -10426276.776638 + Penalty 3739.512677 = -10422537.263961
  nChanged 21
		SP:Iteration 20F (10578.570000 sec): 3 clusters
  Score: Raw -10426289.990955 + Penalty 3739.512677 = -10422550.478278
  nChanged 18
		SP:Iteration 21Q (10579.070000 sec): 3 clusters
  Score: Raw -10426301.032597 + Penalty 3739.512677 = -10422561.519920
  nChanged 15
		SP:Iteration 22Q (10579.570000 sec): 3 clusters
  Score: Raw -10426310.144566 + Penalty 3739.512677 = -10422570.631889
  nChanged 21
		SP:Iteration 23Q (10580.090000 sec): 3 clusters
  Score: Raw -10426327.710881 + Penalty 3739.512677 = -10422588.198205
  nChanged 22
		SP:Iteration 24Q (10580.660000 sec): 3 clusters
  Score: Raw -10426343.028151 + Penalty 3739.512677 = -10422603.515474
  nChanged 23
		SP:Iteration 25Q (10581.170000 sec): 3 clusters
  Score: Raw -10426357.565191 + Penalty 3739.512677 = -10422618.052515
  nChanged 17
		SP:Iteration 26Q (10581.680000 sec): 3 clusters
  Score: Raw -10426367.594439 + Penalty 3739.512677 = -10422628.081762
  nChanged 10
		SP:Iteration 27Q (10582.180000 sec): 3 clusters
  Score: Raw -10426373.332681 + Penalty 3739.512677 = -10422633.820004
  nChanged 7
		SP:Iteration 28Q (10582.660000 sec): 3 clusters
  Score: Raw -10426377.462749 + Penalty 3739.512677 = -10422637.950072
  nChanged 7
		SP:Iteration 29Q (10583.170000 sec): 3 clusters
  Score: Raw -10426381.996969 + Penalty 3739.512677 = -10422642.484292
  nChanged 3
		SP:Iteration 30Q (10583.750000 sec): 3 clusters
  Score: Raw -10426383.555123 + Penalty 3739.512677 = -10422644.042446
  nChanged 2
		SP:Iteration 31Q (10584.270000 sec): 3 clusters
  Score: Raw -10426384.536243 + Penalty 3739.512677 = -10422645.023566
  nChanged 1
		SP:Iteration 32Q (10584.830000 sec): 3 clusters
  Score: Raw -10426384.881844 + Penalty 3739.512677 = -10422645.369167
  nChanged 1
		SP:Iteration 33Q (10585.360000 sec): 3 clusters
  Score: Raw -10426385.481971 + Penalty 3739.512677 = -10422645.969295
  nChanged 4
		SP:Iteration 34Q (10585.890000 sec): 3 clusters
  Score: Raw -10426387.758714 + Penalty 3739.512677 = -10422648.246037
  nChanged 2
		SP:Iteration 35Q (10586.380000 sec): 3 clusters
  Score: Raw -10426388.656541 + Penalty 3739.512677 = -10422649.143864
  nChanged 0
		SP:Iteration 36F (10586.980000 sec): 3 clusters
  Score: Raw -10426388.656541 + Penalty 3739.512677 = -10422649.143864
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 64 (9216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10587.090000 sec): 2 clusters
  Score: Raw -994126.906274 + Penalty 1483.413162 = -992643.493112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10587.330000 sec): 3 clusters
  Score: Raw -988998.933899 + Penalty 2966.826324 = -986032.107575
  nChanged 3898
		SP:Iteration 1F (10587.530000 sec): 3 clusters
  Score: Raw -991073.343749 + Penalty 2966.826324 = -988106.517425
  nChanged 548
		SP:Iteration 2F (10587.720000 sec): 3 clusters
  Score: Raw -991322.916396 + Penalty 2966.826324 = -988356.090071
  nChanged 486
		SP:Iteration 3F (10587.930000 sec): 3 clusters
  Score: Raw -991547.250002 + Penalty 2966.826324 = -988580.423678
  nChanged 459
		SP:Iteration 4Q (10588.110000 sec): 3 clusters
  Score: Raw -991753.206242 + Penalty 2966.826324 = -988786.379917
  nChanged 409
		SP:Iteration 5Q (10588.320000 sec): 3 clusters
  Score: Raw -991943.151433 + Penalty 2966.826324 = -988976.325109
  nChanged 369
		SP:Iteration 6Q (10588.510000 sec): 3 clusters
  Score: Raw -992107.998960 + Penalty 2966.826324 = -989141.172636
  nChanged 339
		SP:Iteration 7Q (10588.750000 sec): 3 clusters
  Score: Raw -992263.915081 + Penalty 2966.826324 = -989297.088756
  nChanged 303
		SP:Iteration 8Q (10588.940000 sec): 3 clusters
  Score: Raw -992399.404305 + Penalty 2966.826324 = -989432.577980
  nChanged 291
		SP:Iteration 9Q (10589.140000 sec): 3 clusters
  Score: Raw -992545.030271 + Penalty 2966.826324 = -989578.203947
  nChanged 306
		SP:Iteration 10Q (10589.310000 sec): 3 clusters
  Score: Raw -992719.566598 + Penalty 2966.826324 = -989752.740273
  nChanged 298
		SP:Iteration 11Q (10589.500000 sec): 3 clusters
  Score: Raw -992902.950016 + Penalty 2966.826324 = -989936.123692
  nChanged 270
		SP:Iteration 12Q (10589.730000 sec): 3 clusters
  Score: Raw -993091.797721 + Penalty 2966.826324 = -990124.971396
  nChanged 277
		SP:Iteration 13Q (10589.910000 sec): 3 clusters
  Score: Raw -993284.505576 + Penalty 2966.826324 = -990317.679252
  nChanged 247
		SP:Iteration 14Q (10590.150000 sec): 3 clusters
  Score: Raw -993454.010085 + Penalty 2966.826324 = -990487.183761
  nChanged 203
		SP:Iteration 15Q (10590.310000 sec): 3 clusters
  Score: Raw -993596.144473 + Penalty 2966.826324 = -990629.318149
  nChanged 163
		SP:Iteration 16Q (10590.500000 sec): 3 clusters
  Score: Raw -993720.789741 + Penalty 2966.826324 = -990753.963416
  nChanged 150
		SP:Iteration 17Q (10590.730000 sec): 3 clusters
  Score: Raw -993832.439996 + Penalty 2966.826324 = -990865.613671
  nChanged 109
		SP:Iteration 18Q (10590.950000 sec): 3 clusters
  Score: Raw -993907.093843 + Penalty 2966.826324 = -990940.267519
  nChanged 83
		SP:Iteration 19Q (10591.160000 sec): 3 clusters
  Score: Raw -993961.504684 + Penalty 2966.826324 = -990994.678360
  nChanged 79
		SP:Iteration 20F (10591.340000 sec): 3 clusters
  Score: Raw -994015.470868 + Penalty 2966.826324 = -991048.644544
  nChanged 76
		SP:Iteration 21Q (10591.560000 sec): 3 clusters
  Score: Raw -994075.574538 + Penalty 2966.826324 = -991108.748214
  nChanged 63
		SP:Iteration 22Q (10591.760000 sec): 3 clusters
  Score: Raw -994125.068530 + Penalty 2966.826324 = -991158.242205
  nChanged 52
		SP:Iteration 23Q (10591.960000 sec): 3 clusters
  Score: Raw -994162.525885 + Penalty 2966.826324 = -991195.699561
  nChanged 43
		SP:Iteration 24Q (10592.160000 sec): 3 clusters
  Score: Raw -994199.390456 + Penalty 2966.826324 = -991232.564132
  nChanged 39
		SP:Iteration 25Q (10592.350000 sec): 3 clusters
  Score: Raw -994235.561393 + Penalty 2966.826324 = -991268.735068
  nChanged 31
		SP:Iteration 26Q (10592.550000 sec): 3 clusters
  Score: Raw -994257.909642 + Penalty 2966.826324 = -991291.083318
  nChanged 16
		SP:Iteration 27Q (10592.770000 sec): 3 clusters
  Score: Raw -994267.714035 + Penalty 2966.826324 = -991300.887711
  nChanged 11
		SP:Iteration 28Q (10592.980000 sec): 3 clusters
  Score: Raw -994276.433131 + Penalty 2966.826324 = -991309.606806
  nChanged 9
		SP:Iteration 29Q (10593.220000 sec): 3 clusters
  Score: Raw -994281.885296 + Penalty 2966.826324 = -991315.058971
  nChanged 8
		SP:Iteration 30Q (10593.390000 sec): 3 clusters
  Score: Raw -994286.797740 + Penalty 2966.826324 = -991319.971415
  nChanged 9
		SP:Iteration 31Q (10593.570000 sec): 3 clusters
  Score: Raw -994292.177302 + Penalty 2966.826324 = -991325.350978
  nChanged 6
		SP:Iteration 32Q (10593.800000 sec): 3 clusters
  Score: Raw -994295.334587 + Penalty 2966.826324 = -991328.508263
  nChanged 1
		SP:Iteration 33Q (10593.970000 sec): 3 clusters
  Score: Raw -994295.758953 + Penalty 2966.826324 = -991328.932629
  nChanged 1
		SP:Iteration 34Q (10594.140000 sec): 3 clusters
  Score: Raw -994296.026705 + Penalty 2966.826324 = -991329.200381
  nChanged 1
		SP:Iteration 35Q (10594.370000 sec): 3 clusters
  Score: Raw -994296.612243 + Penalty 2966.826324 = -991329.785919
  nChanged 0
		SP:Iteration 36F (10594.570000 sec): 3 clusters
  Score: Raw -994296.612243 + Penalty 2966.826324 = -991329.785919
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 65 (11296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10594.670000 sec): 2 clusters
  Score: Raw -1195803.130011 + Penalty 1516.483143 = -1194286.646867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10594.920000 sec): 3 clusters
  Score: Raw -1189317.599673 + Penalty 3032.966287 = -1186284.633386
  nChanged 4932
		SP:Iteration 1F (10595.110000 sec): 3 clusters
  Score: Raw -1191995.920469 + Penalty 3032.966287 = -1188962.954183
  nChanged 709
		SP:Iteration 2F (10595.340000 sec): 3 clusters
  Score: Raw -1192304.775838 + Penalty 3032.966287 = -1189271.809551
  nChanged 617
		SP:Iteration 3F (10595.580000 sec): 3 clusters
  Score: Raw -1192580.424296 + Penalty 3032.966287 = -1189547.458009
  nChanged 555
		SP:Iteration 4Q (10595.800000 sec): 3 clusters
  Score: Raw -1192811.440728 + Penalty 3032.966287 = -1189778.474441
  nChanged 479
		SP:Iteration 5Q (10596.000000 sec): 3 clusters
  Score: Raw -1193010.242407 + Penalty 3032.966287 = -1189977.276120
  nChanged 435
		SP:Iteration 6Q (10596.240000 sec): 3 clusters
  Score: Raw -1193189.556025 + Penalty 3032.966287 = -1190156.589738
  nChanged 436
		SP:Iteration 7Q (10596.470000 sec): 3 clusters
  Score: Raw -1193370.032565 + Penalty 3032.966287 = -1190337.066279
  nChanged 422
		SP:Iteration 8Q (10596.650000 sec): 3 clusters
  Score: Raw -1193561.582867 + Penalty 3032.966287 = -1190528.616580
  nChanged 448
		SP:Iteration 9Q (10596.910000 sec): 3 clusters
  Score: Raw -1193787.730449 + Penalty 3032.966287 = -1190754.764162
  nChanged 455
		SP:Iteration 10Q (10597.110000 sec): 3 clusters
  Score: Raw -1194014.046451 + Penalty 3032.966287 = -1190981.080164
  nChanged 440
		SP:Iteration 11Q (10597.310000 sec): 3 clusters
  Score: Raw -1194252.771508 + Penalty 3032.966287 = -1191219.805221
  nChanged 405
		SP:Iteration 12Q (10597.530000 sec): 3 clusters
  Score: Raw -1194483.721526 + Penalty 3032.966287 = -1191450.755239
  nChanged 381
		SP:Iteration 13Q (10597.740000 sec): 3 clusters
  Score: Raw -1194691.014312 + Penalty 3032.966287 = -1191658.048025
  nChanged 317
		SP:Iteration 14Q (10597.920000 sec): 3 clusters
  Score: Raw -1194864.316571 + Penalty 3032.966287 = -1191831.350284
  nChanged 290
		SP:Iteration 15Q (10598.140000 sec): 3 clusters
  Score: Raw -1195048.203669 + Penalty 3032.966287 = -1192015.237382
  nChanged 258
		SP:Iteration 16Q (10598.360000 sec): 3 clusters
  Score: Raw -1195220.395685 + Penalty 3032.966287 = -1192187.429398
  nChanged 249
		SP:Iteration 17Q (10598.590000 sec): 3 clusters
  Score: Raw -1195390.588843 + Penalty 3032.966287 = -1192357.622556
  nChanged 189
		SP:Iteration 18Q (10598.790000 sec): 3 clusters
  Score: Raw -1195514.860815 + Penalty 3032.966287 = -1192481.894528
  nChanged 137
		SP:Iteration 19Q (10599.020000 sec): 3 clusters
  Score: Raw -1195615.652315 + Penalty 3032.966287 = -1192582.686028
  nChanged 123
		SP:Iteration 20F (10599.240000 sec): 3 clusters
  Score: Raw -1195707.387710 + Penalty 3032.966287 = -1192674.421423
  nChanged 102
		SP:Iteration 21Q (10599.460000 sec): 3 clusters
  Score: Raw -1195781.141783 + Penalty 3032.966287 = -1192748.175496
  nChanged 76
		SP:Iteration 22Q (10599.670000 sec): 3 clusters
  Score: Raw -1195842.899408 + Penalty 3032.966287 = -1192809.933121
  nChanged 49
		SP:Iteration 23Q (10599.890000 sec): 3 clusters
  Score: Raw -1195877.615050 + Penalty 3032.966287 = -1192844.648763
  nChanged 30
		SP:Iteration 24Q (10600.070000 sec): 3 clusters
  Score: Raw -1195897.152936 + Penalty 3032.966287 = -1192864.186649
  nChanged 17
		SP:Iteration 25Q (10600.300000 sec): 3 clusters
  Score: Raw -1195911.658621 + Penalty 3032.966287 = -1192878.692334
  nChanged 19
		SP:Iteration 26Q (10600.540000 sec): 3 clusters
  Score: Raw -1195925.572352 + Penalty 3032.966287 = -1192892.606065
  nChanged 19
		SP:Iteration 27Q (10600.730000 sec): 3 clusters
  Score: Raw -1195937.360324 + Penalty 3032.966287 = -1192904.394037
  nChanged 9
		SP:Iteration 28Q (10600.900000 sec): 3 clusters
  Score: Raw -1195941.975237 + Penalty 3032.966287 = -1192909.008951
  nChanged 9
		SP:Iteration 29Q (10601.150000 sec): 3 clusters
  Score: Raw -1195947.906100 + Penalty 3032.966287 = -1192914.939813
  nChanged 10
		SP:Iteration 30Q (10601.390000 sec): 3 clusters
  Score: Raw -1195955.127570 + Penalty 3032.966287 = -1192922.161283
  nChanged 13
		SP:Iteration 31Q (10601.570000 sec): 3 clusters
  Score: Raw -1195961.126894 + Penalty 3032.966287 = -1192928.160607
  nChanged 4
		SP:Iteration 32Q (10601.810000 sec): 3 clusters
  Score: Raw -1195964.069239 + Penalty 3032.966287 = -1192931.102953
  nChanged 5
		SP:Iteration 33Q (10602.030000 sec): 3 clusters
  Score: Raw -1195968.394487 + Penalty 3032.966287 = -1192935.428200
  nChanged 5
		SP:Iteration 34Q (10602.230000 sec): 3 clusters
  Score: Raw -1195971.003443 + Penalty 3032.966287 = -1192938.037156
  nChanged 4
		SP:Iteration 35Q (10602.460000 sec): 3 clusters
  Score: Raw -1195973.312706 + Penalty 3032.966287 = -1192940.346419
  nChanged 4
		SP:Iteration 36Q (10602.650000 sec): 3 clusters
  Score: Raw -1195975.066350 + Penalty 3032.966287 = -1192942.100063
  nChanged 1
		SP:Iteration 37Q (10602.880000 sec): 3 clusters
  Score: Raw -1195975.663383 + Penalty 3032.966287 = -1192942.697096
  nChanged 1
		SP:Iteration 38Q (10603.120000 sec): 3 clusters
  Score: Raw -1195976.554834 + Penalty 3032.966287 = -1192943.588547
  nChanged 2
		SP:Iteration 39Q (10603.370000 sec): 3 clusters
  Score: Raw -1195977.464194 + Penalty 3032.966287 = -1192944.497908
  nChanged 1
		SP:Iteration 40F (10603.580000 sec): 3 clusters
  Score: Raw -1195978.258366 + Penalty 3032.966287 = -1192945.292079
  nChanged 1
		SP:Iteration 41Q (10603.800000 sec): 3 clusters
  Score: Raw -1195978.870189 + Penalty 3032.966287 = -1192945.903902
  nChanged 1
		SP:Iteration 42Q (10604.050000 sec): 3 clusters
  Score: Raw -1195979.530633 + Penalty 3032.966287 = -1192946.564346
  nChanged 2
		SP:Iteration 43Q (10604.290000 sec): 3 clusters
  Score: Raw -1195980.544420 + Penalty 3032.966287 = -1192947.578134
  nChanged 0
		SP:Iteration 44F (10604.480000 sec): 3 clusters
  Score: Raw -1195980.544420 + Penalty 3032.966287 = -1192947.578134
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 66 (945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10604.600000 sec): 2 clusters
  Score: Raw -78092.213127 + Penalty 1113.317551 = -76978.895576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10604.810000 sec): 3 clusters
  Score: Raw -77814.592974 + Penalty 2226.635101 = -75587.957873
  nChanged 304
		SP:Iteration 1F (10604.970000 sec): 3 clusters
  Score: Raw -78201.954948 + Penalty 2226.635101 = -75975.319847
  nChanged 104
		SP:Iteration 2F (10605.130000 sec): 3 clusters
  Score: Raw -78353.559030 + Penalty 2226.635101 = -76126.923929
  nChanged 57
		SP:Iteration 3F (10605.300000 sec): 3 clusters
  Score: Raw -78434.872163 + Penalty 2226.635101 = -76208.237062
  nChanged 41
		SP:Iteration 4Q (10605.530000 sec): 3 clusters
  Score: Raw -78496.683753 + Penalty 2226.635101 = -76270.048651
  nChanged 36
		SP:Iteration 5Q (10605.690000 sec): 3 clusters
  Score: Raw -78566.020703 + Penalty 2226.635101 = -76339.385602
  nChanged 36
		SP:Iteration 6Q (10605.890000 sec): 3 clusters
  Score: Raw -78617.951066 + Penalty 2226.635101 = -76391.315965
  nChanged 32
		SP:Iteration 7Q (10606.110000 sec): 3 clusters
  Score: Raw -78669.242218 + Penalty 2226.635101 = -76442.607117
  nChanged 28
		SP:Iteration 8Q (10606.260000 sec): 3 clusters
  Score: Raw -78717.528482 + Penalty 2226.635101 = -76490.893380
  nChanged 21
		SP:Iteration 9Q (10606.430000 sec): 3 clusters
  Score: Raw -78772.855580 + Penalty 2226.635101 = -76546.220478
  nChanged 18
		SP:Iteration 10Q (10606.580000 sec): 3 clusters
  Score: Raw -78809.985145 + Penalty 2226.635101 = -76583.350043
  nChanged 12
		SP:Iteration 11Q (10606.760000 sec): 3 clusters
  Score: Raw -78831.417486 + Penalty 2226.635101 = -76604.782385
  nChanged 16
		SP:Iteration 12Q (10606.970000 sec): 3 clusters
  Score: Raw -78853.737727 + Penalty 2226.635101 = -76627.102626
  nChanged 10
		SP:Iteration 13Q (10607.160000 sec): 3 clusters
  Score: Raw -78879.412089 + Penalty 2226.635101 = -76652.776987
  nChanged 9
		SP:Iteration 14Q (10607.330000 sec): 3 clusters
  Score: Raw -78888.997586 + Penalty 2226.635101 = -76662.362485
  nChanged 5
		SP:Iteration 15Q (10607.550000 sec): 3 clusters
  Score: Raw -78896.627506 + Penalty 2226.635101 = -76669.992404
  nChanged 8
		SP:Iteration 16Q (10607.690000 sec): 3 clusters
  Score: Raw -78908.709058 + Penalty 2226.635101 = -76682.073957
  nChanged 9
		SP:Iteration 17Q (10607.850000 sec): 3 clusters
  Score: Raw -78919.740654 + Penalty 2226.635101 = -76693.105552
  nChanged 5
		SP:Iteration 18Q (10608.040000 sec): 3 clusters
  Score: Raw -78926.350453 + Penalty 2226.635101 = -76699.715352
  nChanged 6
		SP:Iteration 19Q (10608.230000 sec): 3 clusters
  Score: Raw -78946.811274 + Penalty 2226.635101 = -76720.176172
  nChanged 7
		SP:Iteration 20F (10608.410000 sec): 3 clusters
  Score: Raw -78963.706587 + Penalty 2226.635101 = -76737.071485
  nChanged 5
		SP:Iteration 21Q (10608.590000 sec): 3 clusters
  Score: Raw -78976.567299 + Penalty 2226.635101 = -76749.932197
  nChanged 2
		SP:Iteration 22Q (10608.790000 sec): 3 clusters
  Score: Raw -78979.135340 + Penalty 2226.635101 = -76752.500239
  nChanged 2
		SP:Iteration 23Q (10609.020000 sec): 3 clusters
  Score: Raw -78981.702367 + Penalty 2226.635101 = -76755.067265
  nChanged 2
		SP:Iteration 24Q (10609.180000 sec): 3 clusters
  Score: Raw -78983.363242 + Penalty 2226.635101 = -76756.728141
  nChanged 1
		SP:Iteration 25Q (10609.390000 sec): 3 clusters
  Score: Raw -78985.115612 + Penalty 2226.635101 = -76758.480511
  nChanged 0
		SP:Iteration 26F (10609.580000 sec): 3 clusters
  Score: Raw -78985.115612 + Penalty 2226.635101 = -76758.480511
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 67 (2595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10609.720000 sec): 2 clusters
  Score: Raw -267900.813171 + Penalty 1277.468042 = -266623.345129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10609.880000 sec): 3 clusters
  Score: Raw -266710.515460 + Penalty 2554.936084 = -264155.579377
  nChanged 942
		SP:Iteration 1F (10610.090000 sec): 3 clusters
  Score: Raw -267238.708577 + Penalty 2554.936084 = -264683.772493
  nChanged 189
		SP:Iteration 2F (10610.300000 sec): 3 clusters
  Score: Raw -267351.322772 + Penalty 2554.936084 = -264796.386689
  nChanged 123
		SP:Iteration 3Q (10610.460000 sec): 3 clusters
  Score: Raw -267427.230876 + Penalty 2554.936084 = -264872.294792
  nChanged 81
		SP:Iteration 4Q (10610.670000 sec): 3 clusters
  Score: Raw -267470.195023 + Penalty 2554.936084 = -264915.258939
  nChanged 64
		SP:Iteration 5Q (10610.810000 sec): 3 clusters
  Score: Raw -267498.147216 + Penalty 2554.936084 = -264943.211132
  nChanged 47
		SP:Iteration 6Q (10611.000000 sec): 3 clusters
  Score: Raw -267520.150982 + Penalty 2554.936084 = -264965.214899
  nChanged 38
		SP:Iteration 7Q (10611.190000 sec): 3 clusters
  Score: Raw -267538.217447 + Penalty 2554.936084 = -264983.281363
  nChanged 40
		SP:Iteration 8Q (10611.390000 sec): 3 clusters
  Score: Raw -267557.383255 + Penalty 2554.936084 = -265002.447171
  nChanged 28
		SP:Iteration 9Q (10611.530000 sec): 3 clusters
  Score: Raw -267566.858148 + Penalty 2554.936084 = -265011.922064
  nChanged 19
		SP:Iteration 10Q (10611.750000 sec): 3 clusters
  Score: Raw -267573.474563 + Penalty 2554.936084 = -265018.538480
  nChanged 13
		SP:Iteration 11Q (10611.930000 sec): 3 clusters
  Score: Raw -267579.355517 + Penalty 2554.936084 = -265024.419434
  nChanged 15
		SP:Iteration 12Q (10612.070000 sec): 3 clusters
  Score: Raw -267584.384949 + Penalty 2554.936084 = -265029.448865
  nChanged 11
		SP:Iteration 13Q (10612.270000 sec): 3 clusters
  Score: Raw -267588.200064 + Penalty 2554.936084 = -265033.263980
  nChanged 11
		SP:Iteration 14Q (10612.420000 sec): 3 clusters
  Score: Raw -267590.349955 + Penalty 2554.936084 = -265035.413871
  nChanged 7
		SP:Iteration 15Q (10612.610000 sec): 3 clusters
  Score: Raw -267592.341448 + Penalty 2554.936084 = -265037.405364
  nChanged 6
		SP:Iteration 16Q (10612.740000 sec): 3 clusters
  Score: Raw -267594.159702 + Penalty 2554.936084 = -265039.223618
  nChanged 4
		SP:Iteration 17Q (10612.910000 sec): 3 clusters
  Score: Raw -267594.979395 + Penalty 2554.936084 = -265040.043311
  nChanged 4
		SP:Iteration 18Q (10613.130000 sec): 3 clusters
  Score: Raw -267596.240722 + Penalty 2554.936084 = -265041.304639
  nChanged 2
		SP:Iteration 19Q (10613.290000 sec): 3 clusters
  Score: Raw -267596.794323 + Penalty 2554.936084 = -265041.858239
  nChanged 1
		SP:Iteration 20F (10613.450000 sec): 3 clusters
  Score: Raw -267596.936046 + Penalty 2554.936084 = -265041.999963
  nChanged 0
Iteration 139Q (10683.330000 sec): 73 clusters
  Score: Raw -107682257.025769 + Penalty 162770.612967 = -107519486.412801
  nChanged 5456
Iteration 140F (10821.950000 sec): 73 clusters
  Score: Raw -107685007.830998 + Penalty 162770.612967 = -107522237.218031
  nChanged 4785
Iteration 141Q (10902.750000 sec): 73 clusters
  Score: Raw -107686278.300709 + Penalty 162770.612967 = -107523507.687741
  nChanged 3323
Iteration 142Q (10985.420000 sec): 73 clusters
  Score: Raw -107686920.864991 + Penalty 162770.612967 = -107524150.252024
  nChanged 2759
Iteration 143Q (11065.280000 sec): 73 clusters
  Score: Raw -107687321.765075 + Penalty 162770.612967 = -107524551.152107
  nChanged 2335
Iteration 144Q (11145.090000 sec): 73 clusters
  Score: Raw -107687593.231979 + Penalty 162770.612967 = -107524822.619012
  nChanged 2116
Iteration 145Q (11226.450000 sec): 73 clusters
  Score: Raw -107687809.046673 + Penalty 162770.612967 = -107525038.433706
  nChanged 1989
Iteration 146Q (11308.940000 sec): 73 clusters
  Score: Raw -107687997.763588 + Penalty 162770.612967 = -107525227.150620
  nChanged 1846
Iteration 147Q (11393.230000 sec): 73 clusters
  Score: Raw -107688155.711709 + Penalty 162770.612967 = -107525385.098742
  nChanged 1692
Iteration 148Q (11474.230000 sec): 73 clusters
  Score: Raw -107688278.698615 + Penalty 162770.612967 = -107525508.085648
  nChanged 1509
Iteration 149Q (11565.230000 sec): 73 clusters
  Score: Raw -107688385.799406 + Penalty 162770.612967 = -107525615.186438
  nChanged 1365
Iteration 150Q (11648.050000 sec): 73 clusters
  Score: Raw -107688485.076498 + Penalty 162770.612967 = -107525714.463530
  nChanged 1271
Iteration 151Q (11740.550000 sec): 73 clusters
  Score: Raw -107688573.638871 + Penalty 162770.612967 = -107525803.025903
  nChanged 1229
Iteration 152Q (11828.050000 sec): 73 clusters
  Score: Raw -107688664.110807 + Penalty 162770.612967 = -107525893.497839
  nChanged 1176
Iteration 153Q (11920.640000 sec): 73 clusters
  Score: Raw -107688742.503297 + Penalty 162770.612967 = -107525971.890329
  nChanged 1144
Iteration 154Q (12002.080000 sec): 73 clusters
  Score: Raw -107688816.036131 + Penalty 162770.612967 = -107526045.423164
  nChanged 1126
Iteration 155Q (12075.900000 sec): 73 clusters
  Score: Raw -107688886.618411 + Penalty 162770.612967 = -107526116.005444
  nChanged 1111
Iteration 156Q (12151.730000 sec): 73 clusters
  Score: Raw -107688957.901313 + Penalty 162770.612967 = -107526187.288345
  nChanged 1093
Iteration 157Q (12227.610000 sec): 73 clusters
  Score: Raw -107689019.671964 + Penalty 162770.612967 = -107526249.058997
  nChanged 1043
Iteration 158Q (12298.480000 sec): 73 clusters
  Score: Raw -107689081.683767 + Penalty 162770.612967 = -107526311.070800
  nChanged 1020
Iteration 159Q (12376.160000 sec): 73 clusters
  Score: Raw -107689138.745392 + Penalty 162770.612967 = -107526368.132425
  nChanged 1040
Iteration 160F (12517.330000 sec): 73 clusters
  Score: Raw -107689210.642419 + Penalty 162770.612967 = -107526440.029451
  nChanged 1067
Iteration 161Q (12595.450000 sec): 73 clusters
  Score: Raw -107689276.948800 + Penalty 162770.612967 = -107526506.335833
  nChanged 1022
Iteration 162Q (12677.510000 sec): 73 clusters
  Score: Raw -107689343.104162 + Penalty 162770.612967 = -107526572.491195
  nChanged 968
Iteration 163Q (12753.500000 sec): 73 clusters
  Score: Raw -107689412.364890 + Penalty 162770.612967 = -107526641.751923
  nChanged 893
Iteration 164Q (12837.260000 sec): 73 clusters
  Score: Raw -107689471.731515 + Penalty 162770.612967 = -107526701.118547
  nChanged 834
Iteration 165Q (12919.140000 sec): 73 clusters
  Score: Raw -107689521.512832 + Penalty 162770.612967 = -107526750.899865
  nChanged 819
Iteration 166Q (12997.960000 sec): 73 clusters
  Score: Raw -107689565.287169 + Penalty 162770.612967 = -107526794.674202
  nChanged 751
Iteration 167Q (13073.390000 sec): 73 clusters
  Score: Raw -107689600.660418 + Penalty 162770.612967 = -107526830.047451
  nChanged 744
Iteration 168Q (13149.410000 sec): 73 clusters
  Score: Raw -107689632.836709 + Penalty 162770.612967 = -107526862.223742
  nChanged 688
Iteration 169Q (13231.940000 sec): 73 clusters
  Score: Raw -107689662.648691 + Penalty 162770.612967 = -107526892.035723
  nChanged 663
Iteration 170Q (13315.080000 sec): 73 clusters
  Score: Raw -107689690.075808 + Penalty 162770.612967 = -107526919.462840
  nChanged 652
Iteration 171Q (13397.910000 sec): 73 clusters
  Score: Raw -107689715.311078 + Penalty 162770.612967 = -107526944.698111
  nChanged 638
Iteration 172Q (13478.940000 sec): 73 clusters
  Score: Raw -107689741.612960 + Penalty 162770.612967 = -107526970.999992
  nChanged 649
Iteration 173Q (13558.100000 sec): 73 clusters
  Score: Raw -107689768.773177 + Penalty 162770.612967 = -107526998.160209
  nChanged 673
Iteration 174Q (13639.670000 sec): 73 clusters
  Score: Raw -107689794.563981 + Penalty 162770.612967 = -107527023.951013
  nChanged 625
Iteration 175Q (13722.100000 sec): 73 clusters
  Score: Raw -107689816.665472 + Penalty 162770.612967 = -107527046.052504
  nChanged 572
Iteration 176Q (13798.800000 sec): 73 clusters
  Score: Raw -107689836.432674 + Penalty 162770.612967 = -107527065.819706
  nChanged 556
Iteration 177Q (13879.070000 sec): 73 clusters
  Score: Raw -107689858.461212 + Penalty 162770.612967 = -107527087.848244
  nChanged 547
Iteration 178Q (13963.510000 sec): 73 clusters
  Score: Raw -107689880.335024 + Penalty 162770.612967 = -107527109.722056
  nChanged 533
Writing temp clu file 
Because OldScore, -107527087.848244, is greater than current (better) Score,-107527109.722056 
 Compute initial score before splitting:   Score: Raw -107689880.335024 + Penalty 162770.612967 = -107527109.722056
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (138717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13964.580000 sec): 2 clusters
  Score: Raw -13315722.999149 + Penalty 1924.031064 = -13313798.968085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13965.480000 sec): 3 clusters
  Score: Raw -13225152.942747 + Penalty 3848.062129 = -13221304.880618
  nChanged 66601
		SP:Iteration 1F (13966.290000 sec): 3 clusters
  Score: Raw -13264910.929041 + Penalty 3848.062129 = -13261062.866913
  nChanged 5717
		SP:Iteration 2Q (13967.150000 sec): 3 clusters
  Score: Raw -13266865.742519 + Penalty 3848.062129 = -13263017.680390
  nChanged 6592
		SP:Iteration 3Q (13968.080000 sec): 3 clusters
  Score: Raw -13269495.591678 + Penalty 3848.062129 = -13265647.529549
  nChanged 7519
		SP:Iteration 4F (13968.990000 sec): 3 clusters
  Score: Raw -13273143.498679 + Penalty 3848.062129 = -13269295.436551
  nChanged 8484
		SP:Iteration 5F (13969.870000 sec): 3 clusters
  Score: Raw -13278055.651176 + Penalty 3848.062129 = -13274207.589047
  nChanged 9046
		SP:Iteration 6F (13970.690000 sec): 3 clusters
  Score: Raw -13283786.163829 + Penalty 3848.062129 = -13279938.101701
  nChanged 8682
		SP:Iteration 7F (13971.570000 sec): 3 clusters
  Score: Raw -13289558.494357 + Penalty 3848.062129 = -13285710.432229
  nChanged 7791
		SP:Iteration 8F (13972.410000 sec): 3 clusters
  Score: Raw -13294650.849576 + Penalty 3848.062129 = -13290802.787447
  nChanged 6622
		SP:Iteration 9Q (13973.280000 sec): 3 clusters
  Score: Raw -13299011.399672 + Penalty 3848.062129 = -13295163.337543
  nChanged 5691
		SP:Iteration 10Q (13974.130000 sec): 3 clusters
  Score: Raw -13302965.618417 + Penalty 3848.062129 = -13299117.556288
  nChanged 4894
		SP:Iteration 11Q (13975.000000 sec): 3 clusters
  Score: Raw -13306472.425750 + Penalty 3848.062129 = -13302624.363622
  nChanged 4050
		SP:Iteration 12Q (13975.810000 sec): 3 clusters
  Score: Raw -13309398.558210 + Penalty 3848.062129 = -13305550.496081
  nChanged 3193
		SP:Iteration 13Q (13976.640000 sec): 3 clusters
  Score: Raw -13311605.856103 + Penalty 3848.062129 = -13307757.793974
  nChanged 2417
		SP:Iteration 14Q (13977.600000 sec): 3 clusters
  Score: Raw -13313154.973179 + Penalty 3848.062129 = -13309306.911050
  nChanged 1754
		SP:Iteration 15Q (13978.550000 sec): 3 clusters
  Score: Raw -13314154.199159 + Penalty 3848.062129 = -13310306.137030
  nChanged 1312
		SP:Iteration 16Q (13979.520000 sec): 3 clusters
  Score: Raw -13314865.094894 + Penalty 3848.062129 = -13311017.032765
  nChanged 1005
		SP:Iteration 17Q (13980.260000 sec): 3 clusters
  Score: Raw -13315380.677533 + Penalty 3848.062129 = -13311532.615404
  nChanged 773
		SP:Iteration 18Q (13981.070000 sec): 3 clusters
  Score: Raw -13315741.961739 + Penalty 3848.062129 = -13311893.899611
  nChanged 555
		SP:Iteration 19Q (13981.760000 sec): 3 clusters
  Score: Raw -13315982.052987 + Penalty 3848.062129 = -13312133.990858
  nChanged 422
		SP:Iteration 20F (13982.620000 sec): 3 clusters
  Score: Raw -13316158.458433 + Penalty 3848.062129 = -13312310.396304
  nChanged 307
		SP:Iteration 21Q (13983.460000 sec): 3 clusters
  Score: Raw -13316276.770072 + Penalty 3848.062129 = -13312428.707943
  nChanged 207
		SP:Iteration 22Q (13984.200000 sec): 3 clusters
  Score: Raw -13316352.531758 + Penalty 3848.062129 = -13312504.469629
  nChanged 166
		SP:Iteration 23Q (13984.990000 sec): 3 clusters
  Score: Raw -13316412.168522 + Penalty 3848.062129 = -13312564.106393
  nChanged 129
		SP:Iteration 24Q (13985.810000 sec): 3 clusters
  Score: Raw -13316457.239747 + Penalty 3848.062129 = -13312609.177618
  nChanged 108
		SP:Iteration 25Q (13986.600000 sec): 3 clusters
  Score: Raw -13316489.030142 + Penalty 3848.062129 = -13312640.968014
  nChanged 71
		SP:Iteration 26Q (13987.390000 sec): 3 clusters
  Score: Raw -13316509.839260 + Penalty 3848.062129 = -13312661.777132
  nChanged 62
		SP:Iteration 27Q (13988.240000 sec): 3 clusters
  Score: Raw -13316527.483436 + Penalty 3848.062129 = -13312679.421307
  nChanged 48
		SP:Iteration 28Q (13988.980000 sec): 3 clusters
  Score: Raw -13316539.645839 + Penalty 3848.062129 = -13312691.583711
  nChanged 42
		SP:Iteration 29Q (13989.790000 sec): 3 clusters
  Score: Raw -13316550.253840 + Penalty 3848.062129 = -13312702.191711
  nChanged 27
		SP:Iteration 30Q (13990.600000 sec): 3 clusters
  Score: Raw -13316556.142178 + Penalty 3848.062129 = -13312708.080049
  nChanged 24
		SP:Iteration 31Q (13991.410000 sec): 3 clusters
  Score: Raw -13316559.625638 + Penalty 3848.062129 = -13312711.563510
  nChanged 11
		SP:Iteration 32Q (13992.150000 sec): 3 clusters
  Score: Raw -13316561.830896 + Penalty 3848.062129 = -13312713.768768
  nChanged 17
		SP:Iteration 33Q (13992.940000 sec): 3 clusters
  Score: Raw -13316565.060207 + Penalty 3848.062129 = -13312716.998078
  nChanged 9
		SP:Iteration 34Q (13993.720000 sec): 3 clusters
  Score: Raw -13316566.295924 + Penalty 3848.062129 = -13312718.233795
  nChanged 7
		SP:Iteration 35Q (13994.600000 sec): 3 clusters
  Score: Raw -13316567.279636 + Penalty 3848.062129 = -13312719.217507
  nChanged 7
		SP:Iteration 36Q (13995.410000 sec): 3 clusters
  Score: Raw -13316568.472162 + Penalty 3848.062129 = -13312720.410033
  nChanged 5
		SP:Iteration 37Q (13996.170000 sec): 3 clusters
  Score: Raw -13316569.276952 + Penalty 3848.062129 = -13312721.214823
  nChanged 1
		SP:Iteration 38Q (13996.990000 sec): 3 clusters
  Score: Raw -13316569.478338 + Penalty 3848.062129 = -13312721.416209
  nChanged 1
		SP:Iteration 39Q (13997.720000 sec): 3 clusters
  Score: Raw -13316569.801418 + Penalty 3848.062129 = -13312721.739289
  nChanged 1
		SP:Iteration 40F (13998.550000 sec): 3 clusters
  Score: Raw -13316570.110660 + Penalty 3848.062129 = -13312722.048531
  nChanged 2
		SP:Iteration 41Q (13999.190000 sec): 3 clusters
  Score: Raw -13316570.493989 + Penalty 3848.062129 = -13312722.431860
  nChanged 2
		SP:Iteration 42Q (14000.020000 sec): 3 clusters
  Score: Raw -13316570.976059 + Penalty 3848.062129 = -13312722.913931
  nChanged 2
		SP:Iteration 43Q (14000.990000 sec): 3 clusters
  Score: Raw -13316571.632328 + Penalty 3848.062129 = -13312723.570199
  nChanged 4
		SP:Iteration 44Q (14001.890000 sec): 3 clusters
  Score: Raw -13316572.369732 + Penalty 3848.062129 = -13312724.307604
  nChanged 4
		SP:Iteration 45Q (14002.780000 sec): 3 clusters
  Score: Raw -13316573.220624 + Penalty 3848.062129 = -13312725.158495
  nChanged 7
		SP:Iteration 46Q (14003.630000 sec): 3 clusters
  Score: Raw -13316575.025478 + Penalty 3848.062129 = -13312726.963349
  nChanged 6
		SP:Iteration 47Q (14004.520000 sec): 3 clusters
  Score: Raw -13316576.243216 + Penalty 3848.062129 = -13312728.181087
  nChanged 11
		SP:Iteration 48Q (14005.340000 sec): 3 clusters
  Score: Raw -13316578.461955 + Penalty 3848.062129 = -13312730.399826
  nChanged 7
		SP:Iteration 49Q (14006.220000 sec): 3 clusters
  Score: Raw -13316579.690393 + Penalty 3848.062129 = -13312731.628264
  nChanged 11
		SP:Iteration 50Q (14007.020000 sec): 3 clusters
  Score: Raw -13316581.866894 + Penalty 3848.062129 = -13312733.804765
  nChanged 8
		SP:Iteration 51Q (14007.830000 sec): 3 clusters
  Score: Raw -13316583.568326 + Penalty 3848.062129 = -13312735.506197
  nChanged 11
		SP:Iteration 52Q (14008.670000 sec): 3 clusters
  Score: Raw -13316586.201153 + Penalty 3848.062129 = -13312738.139024
  nChanged 7
		SP:Iteration 53Q (14009.470000 sec): 3 clusters
  Score: Raw -13316587.434952 + Penalty 3848.062129 = -13312739.372823
  nChanged 4
		SP:Iteration 54Q (14010.200000 sec): 3 clusters
  Score: Raw -13316588.335709 + Penalty 3848.062129 = -13312740.273580
  nChanged 3
		SP:Iteration 55Q (14010.970000 sec): 3 clusters
  Score: Raw -13316588.849615 + Penalty 3848.062129 = -13312740.787486
  nChanged 4
		SP:Iteration 56Q (14011.640000 sec): 3 clusters
  Score: Raw -13316589.799480 + Penalty 3848.062129 = -13312741.737351
  nChanged 4
		SP:Iteration 57Q (14012.400000 sec): 3 clusters
  Score: Raw -13316590.505187 + Penalty 3848.062129 = -13312742.443058
  nChanged 3
		SP:Iteration 58Q (14013.080000 sec): 3 clusters
  Score: Raw -13316590.840831 + Penalty 3848.062129 = -13312742.778702
  nChanged 3
		SP:Iteration 59Q (14013.890000 sec): 3 clusters
  Score: Raw -13316591.259191 + Penalty 3848.062129 = -13312743.197062
  nChanged 2
		SP:Iteration 60F (14014.810000 sec): 3 clusters
  Score: Raw -13316591.733482 + Penalty 3848.062129 = -13312743.671353
  nChanged 2
		SP:Iteration 61Q (14015.710000 sec): 3 clusters
  Score: Raw -13316592.106051 + Penalty 3848.062129 = -13312744.043923
  nChanged 1
		SP:Iteration 62Q (14016.470000 sec): 3 clusters
  Score: Raw -13316592.226781 + Penalty 3848.062129 = -13312744.164652
  nChanged 1
		SP:Iteration 63Q (14017.240000 sec): 3 clusters
  Score: Raw -13316592.355808 + Penalty 3848.062129 = -13312744.293680
  nChanged 0
		SP:Iteration 64F (14018.080000 sec): 3 clusters
  Score: Raw -13316592.355808 + Penalty 3848.062129 = -13312744.293680
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 2 (2214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14018.240000 sec): 2 clusters
  Score: Raw -212074.113450 + Penalty 1251.665368 = -210822.448082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14018.410000 sec): 3 clusters
  Score: Raw -211169.887365 + Penalty 2503.330737 = -208666.556628
  nChanged 818
		SP:Iteration 1F (14018.590000 sec): 3 clusters
  Score: Raw -211817.107981 + Penalty 2503.330737 = -209313.777244
  nChanged 205
		SP:Iteration 2F (14018.820000 sec): 3 clusters
  Score: Raw -212014.868483 + Penalty 2503.330737 = -209511.537746
  nChanged 131
		SP:Iteration 3F (14019.000000 sec): 3 clusters
  Score: Raw -212153.614051 + Penalty 2503.330737 = -209650.283315
  nChanged 110
		SP:Iteration 4Q (14019.180000 sec): 3 clusters
  Score: Raw -212282.864856 + Penalty 2503.330737 = -209779.534119
  nChanged 102
		SP:Iteration 5Q (14019.390000 sec): 3 clusters
  Score: Raw -212403.233290 + Penalty 2503.330737 = -209899.902553
  nChanged 74
		SP:Iteration 6Q (14019.570000 sec): 3 clusters
  Score: Raw -212486.114213 + Penalty 2503.330737 = -209982.783476
  nChanged 60
		SP:Iteration 7Q (14019.750000 sec): 3 clusters
  Score: Raw -212553.898194 + Penalty 2503.330737 = -210050.567457
  nChanged 56
		SP:Iteration 8Q (14019.910000 sec): 3 clusters
  Score: Raw -212615.322185 + Penalty 2503.330737 = -210111.991448
  nChanged 50
		SP:Iteration 9Q (14020.150000 sec): 3 clusters
  Score: Raw -212658.347553 + Penalty 2503.330737 = -210155.016816
  nChanged 35
		SP:Iteration 10Q (14020.320000 sec): 3 clusters
  Score: Raw -212685.069061 + Penalty 2503.330737 = -210181.738324
  nChanged 25
		SP:Iteration 11Q (14020.510000 sec): 3 clusters
  Score: Raw -212695.893083 + Penalty 2503.330737 = -210192.562346
  nChanged 8
		SP:Iteration 12Q (14020.690000 sec): 3 clusters
  Score: Raw -212701.396167 + Penalty 2503.330737 = -210198.065430
  nChanged 14
		SP:Iteration 13Q (14020.860000 sec): 3 clusters
  Score: Raw -212707.873549 + Penalty 2503.330737 = -210204.542812
  nChanged 6
		SP:Iteration 14Q (14021.090000 sec): 3 clusters
  Score: Raw -212710.698993 + Penalty 2503.330737 = -210207.368256
  nChanged 7
		SP:Iteration 15Q (14021.270000 sec): 3 clusters
  Score: Raw -212713.185277 + Penalty 2503.330737 = -210209.854540
  nChanged 3
		SP:Iteration 16Q (14021.460000 sec): 3 clusters
  Score: Raw -212714.304509 + Penalty 2503.330737 = -210210.973773
  nChanged 1
		SP:Iteration 17Q (14021.630000 sec): 3 clusters
  Score: Raw -212714.571492 + Penalty 2503.330737 = -210211.240755
  nChanged 1
		SP:Iteration 18Q (14021.810000 sec): 3 clusters
  Score: Raw -212714.809533 + Penalty 2503.330737 = -210211.478796
  nChanged 0
		SP:Iteration 19F (14022.040000 sec): 3 clusters
  Score: Raw -212714.809533 + Penalty 2503.330737 = -210211.478796
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 3 (8948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14022.120000 sec): 2 clusters
  Score: Raw -940961.485576 + Penalty 1478.617615 = -939482.867961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14022.370000 sec): 3 clusters
  Score: Raw -935972.884787 + Penalty 2957.235230 = -933015.649558
  nChanged 3833
		SP:Iteration 1F (14022.570000 sec): 3 clusters
  Score: Raw -938083.448549 + Penalty 2957.235230 = -935126.213320
  nChanged 610
		SP:Iteration 2F (14022.770000 sec): 3 clusters
  Score: Raw -938476.536546 + Penalty 2957.235230 = -935519.301316
  nChanged 535
		SP:Iteration 3F (14023.010000 sec): 3 clusters
  Score: Raw -938840.965635 + Penalty 2957.235230 = -935883.730405
  nChanged 512
		SP:Iteration 4F (14023.180000 sec): 3 clusters
  Score: Raw -939142.516751 + Penalty 2957.235230 = -936185.281521
  nChanged 490
		SP:Iteration 5F (14023.470000 sec): 3 clusters
  Score: Raw -939447.142196 + Penalty 2957.235230 = -936489.906966
  nChanged 522
		SP:Iteration 6F (14023.670000 sec): 3 clusters
  Score: Raw -939790.188538 + Penalty 2957.235230 = -936832.953308
  nChanged 546
		SP:Iteration 7F (14023.920000 sec): 3 clusters
  Score: Raw -940176.488937 + Penalty 2957.235230 = -937219.253707
  nChanged 482
		SP:Iteration 8F (14024.160000 sec): 3 clusters
  Score: Raw -940537.794699 + Penalty 2957.235230 = -937580.559469
  nChanged 365
		SP:Iteration 9Q (14024.340000 sec): 3 clusters
  Score: Raw -940858.463316 + Penalty 2957.235230 = -937901.228086
  nChanged 318
		SP:Iteration 10Q (14024.540000 sec): 3 clusters
  Score: Raw -941169.744514 + Penalty 2957.235230 = -938212.509284
  nChanged 273
		SP:Iteration 11Q (14024.760000 sec): 3 clusters
  Score: Raw -941428.747501 + Penalty 2957.235230 = -938471.512272
  nChanged 203
		SP:Iteration 12Q (14024.900000 sec): 3 clusters
  Score: Raw -941589.083320 + Penalty 2957.235230 = -938631.848090
  nChanged 150
		SP:Iteration 13Q (14025.080000 sec): 3 clusters
  Score: Raw -941652.351458 + Penalty 2957.235230 = -938695.116228
  nChanged 104
		SP:Iteration 14Q (14025.280000 sec): 3 clusters
  Score: Raw -941687.769592 + Penalty 2957.235230 = -938730.534362
  nChanged 67
		SP:Iteration 15Q (14025.490000 sec): 3 clusters
  Score: Raw -941706.362000 + Penalty 2957.235230 = -938749.126770
  nChanged 51
		SP:Iteration 16Q (14025.680000 sec): 3 clusters
  Score: Raw -941722.254684 + Penalty 2957.235230 = -938765.019454
  nChanged 39
		SP:Iteration 17Q (14025.890000 sec): 3 clusters
  Score: Raw -941731.674657 + Penalty 2957.235230 = -938774.439427
  nChanged 27
		SP:Iteration 18Q (14026.140000 sec): 3 clusters
  Score: Raw -941736.470950 + Penalty 2957.235230 = -938779.235720
  nChanged 24
		SP:Iteration 19Q (14026.350000 sec): 3 clusters
  Score: Raw -941741.345215 + Penalty 2957.235230 = -938784.109985
  nChanged 16
		SP:Iteration 20F (14026.540000 sec): 3 clusters
  Score: Raw -941744.564426 + Penalty 2957.235230 = -938787.329197
  nChanged 15
		SP:Iteration 21Q (14026.740000 sec): 3 clusters
  Score: Raw -941748.756451 + Penalty 2957.235230 = -938791.521221
  nChanged 18
		SP:Iteration 22Q (14026.970000 sec): 3 clusters
  Score: Raw -941753.243190 + Penalty 2957.235230 = -938796.007960
  nChanged 17
		SP:Iteration 23Q (14027.210000 sec): 3 clusters
  Score: Raw -941756.114388 + Penalty 2957.235230 = -938798.879158
  nChanged 21
		SP:Iteration 24Q (14027.390000 sec): 3 clusters
  Score: Raw -941759.813510 + Penalty 2957.235230 = -938802.578280
  nChanged 23
		SP:Iteration 25Q (14027.640000 sec): 3 clusters
  Score: Raw -941765.675885 + Penalty 2957.235230 = -938808.440656
  nChanged 23
		SP:Iteration 26Q (14027.820000 sec): 3 clusters
  Score: Raw -941771.458079 + Penalty 2957.235230 = -938814.222849
  nChanged 31
		SP:Iteration 27Q (14028.040000 sec): 3 clusters
  Score: Raw -941778.891504 + Penalty 2957.235230 = -938821.656275
  nChanged 23
		SP:Iteration 28Q (14028.260000 sec): 3 clusters
  Score: Raw -941784.615559 + Penalty 2957.235230 = -938827.380329
  nChanged 29
		SP:Iteration 29Q (14028.530000 sec): 3 clusters
  Score: Raw -941792.418461 + Penalty 2957.235230 = -938835.183231
  nChanged 35
		SP:Iteration 30Q (14028.780000 sec): 3 clusters
  Score: Raw -941800.087552 + Penalty 2957.235230 = -938842.852323
  nChanged 34
		SP:Iteration 31Q (14029.000000 sec): 3 clusters
  Score: Raw -941806.853894 + Penalty 2957.235230 = -938849.618664
  nChanged 38
		SP:Iteration 32Q (14029.200000 sec): 3 clusters
  Score: Raw -941817.022061 + Penalty 2957.235230 = -938859.786831
  nChanged 40
		SP:Iteration 33Q (14029.420000 sec): 3 clusters
  Score: Raw -941827.053742 + Penalty 2957.235230 = -938869.818513
  nChanged 45
		SP:Iteration 34Q (14029.640000 sec): 3 clusters
  Score: Raw -941839.717959 + Penalty 2957.235230 = -938882.482729
  nChanged 49
		SP:Iteration 35Q (14029.860000 sec): 3 clusters
  Score: Raw -941853.124573 + Penalty 2957.235230 = -938895.889343
  nChanged 48
		SP:Iteration 36Q (14030.060000 sec): 3 clusters
  Score: Raw -941864.497944 + Penalty 2957.235230 = -938907.262715
  nChanged 41
		SP:Iteration 37Q (14030.240000 sec): 3 clusters
  Score: Raw -941875.013642 + Penalty 2957.235230 = -938917.778412
  nChanged 44
		SP:Iteration 38Q (14030.420000 sec): 3 clusters
  Score: Raw -941886.713574 + Penalty 2957.235230 = -938929.478344
  nChanged 49
		SP:Iteration 39Q (14030.630000 sec): 3 clusters
  Score: Raw -941899.045896 + Penalty 2957.235230 = -938941.810666
  nChanged 48
		SP:Iteration 40F (14030.840000 sec): 3 clusters
  Score: Raw -941914.058770 + Penalty 2957.235230 = -938956.823540
  nChanged 51
		SP:Iteration 41Q (14031.060000 sec): 3 clusters
  Score: Raw -941930.123798 + Penalty 2957.235230 = -938972.888569
  nChanged 53
		SP:Iteration 42Q (14031.310000 sec): 3 clusters
  Score: Raw -941951.413534 + Penalty 2957.235230 = -938994.178304
  nChanged 67
		SP:Iteration 43Q (14031.520000 sec): 3 clusters
  Score: Raw -941981.595636 + Penalty 2957.235230 = -939024.360406
  nChanged 64
		SP:Iteration 44Q (14031.730000 sec): 3 clusters
  Score: Raw -942005.129832 + Penalty 2957.235230 = -939047.894602
  nChanged 68
		SP:Iteration 45Q (14031.980000 sec): 3 clusters
  Score: Raw -942029.129923 + Penalty 2957.235230 = -939071.894693
  nChanged 67
		SP:Iteration 46Q (14032.220000 sec): 3 clusters
  Score: Raw -942048.467342 + Penalty 2957.235230 = -939091.232112
  nChanged 62
		SP:Iteration 47Q (14032.450000 sec): 3 clusters
  Score: Raw -942065.034372 + Penalty 2957.235230 = -939107.799142
  nChanged 60
		SP:Iteration 48Q (14032.660000 sec): 3 clusters
  Score: Raw -942082.930225 + Penalty 2957.235230 = -939125.694995
  nChanged 66
		SP:Iteration 49Q (14032.920000 sec): 3 clusters
  Score: Raw -942103.101925 + Penalty 2957.235230 = -939145.866696
  nChanged 65
		SP:Iteration 50Q (14033.120000 sec): 3 clusters
  Score: Raw -942125.338407 + Penalty 2957.235230 = -939168.103178
  nChanged 65
		SP:Iteration 51Q (14033.360000 sec): 3 clusters
  Score: Raw -942142.892852 + Penalty 2957.235230 = -939185.657622
  nChanged 43
		SP:Iteration 52Q (14033.540000 sec): 3 clusters
  Score: Raw -942153.433348 + Penalty 2957.235230 = -939196.198118
  nChanged 49
		SP:Iteration 53Q (14033.760000 sec): 3 clusters
  Score: Raw -942165.252108 + Penalty 2957.235230 = -939208.016879
  nChanged 33
		SP:Iteration 54Q (14033.950000 sec): 3 clusters
  Score: Raw -942171.547613 + Penalty 2957.235230 = -939214.312383
  nChanged 32
		SP:Iteration 55Q (14034.190000 sec): 3 clusters
  Score: Raw -942177.674351 + Penalty 2957.235230 = -939220.439121
  nChanged 26
		SP:Iteration 56Q (14034.430000 sec): 3 clusters
  Score: Raw -942183.536859 + Penalty 2957.235230 = -939226.301629
  nChanged 32
		SP:Iteration 57Q (14034.660000 sec): 3 clusters
  Score: Raw -942190.409848 + Penalty 2957.235230 = -939233.174619
  nChanged 22
		SP:Iteration 58Q (14034.820000 sec): 3 clusters
  Score: Raw -942193.593357 + Penalty 2957.235230 = -939236.358127
  nChanged 16
		SP:Iteration 59Q (14035.040000 sec): 3 clusters
  Score: Raw -942196.107699 + Penalty 2957.235230 = -939238.872469
  nChanged 16
		SP:Iteration 60F (14035.260000 sec): 3 clusters
  Score: Raw -942198.613866 + Penalty 2957.235230 = -939241.378636
  nChanged 12
		SP:Iteration 61Q (14035.480000 sec): 3 clusters
  Score: Raw -942200.158185 + Penalty 2957.235230 = -939242.922955
  nChanged 10
		SP:Iteration 62Q (14035.740000 sec): 3 clusters
  Score: Raw -942201.400973 + Penalty 2957.235230 = -939244.165743
  nChanged 9
		SP:Iteration 63Q (14035.960000 sec): 3 clusters
  Score: Raw -942202.625826 + Penalty 2957.235230 = -939245.390596
  nChanged 5
		SP:Iteration 64Q (14036.220000 sec): 3 clusters
  Score: Raw -942203.405788 + Penalty 2957.235230 = -939246.170558
  nChanged 6
		SP:Iteration 65Q (14036.440000 sec): 3 clusters
  Score: Raw -942204.252314 + Penalty 2957.235230 = -939247.017084
  nChanged 6
		SP:Iteration 66Q (14036.680000 sec): 3 clusters
  Score: Raw -942204.965399 + Penalty 2957.235230 = -939247.730169
  nChanged 4
		SP:Iteration 67Q (14036.870000 sec): 3 clusters
  Score: Raw -942205.533408 + Penalty 2957.235230 = -939248.298179
  nChanged 6
		SP:Iteration 68Q (14037.070000 sec): 3 clusters
  Score: Raw -942206.326661 + Penalty 2957.235230 = -939249.091432
  nChanged 2
		SP:Iteration 69Q (14037.260000 sec): 3 clusters
  Score: Raw -942206.487080 + Penalty 2957.235230 = -939249.251850
  nChanged 1
		SP:Iteration 70Q (14037.490000 sec): 3 clusters
  Score: Raw -942206.663981 + Penalty 2957.235230 = -939249.428751
  nChanged 1
		SP:Iteration 71Q (14037.720000 sec): 3 clusters
  Score: Raw -942206.772099 + Penalty 2957.235230 = -939249.536869
  nChanged 2
		SP:Iteration 72Q (14037.900000 sec): 3 clusters
  Score: Raw -942206.895845 + Penalty 2957.235230 = -939249.660615
  nChanged 1
		SP:Iteration 73Q (14038.130000 sec): 3 clusters
  Score: Raw -942206.936812 + Penalty 2957.235230 = -939249.701582
  nChanged 0
		SP:Iteration 74F (14038.370000 sec): 3 clusters
  Score: Raw -942206.936812 + Penalty 2957.235230 = -939249.701582
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 4 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14038.480000 sec): 2 clusters
  Score: Raw -300611.240387 + Penalty 1313.390366 = -299297.850021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14038.660000 sec): 3 clusters
  Score: Raw -299098.622121 + Penalty 2626.780733 = -296471.841389
  nChanged 1184
		SP:Iteration 1F (14038.890000 sec): 3 clusters
  Score: Raw -299858.032968 + Penalty 2626.780733 = -297231.252235
  nChanged 298
		SP:Iteration 2F (14039.070000 sec): 3 clusters
  Score: Raw -300122.184639 + Penalty 2626.780733 = -297495.403906
  nChanged 226
		SP:Iteration 3F (14039.250000 sec): 3 clusters
  Score: Raw -300301.183806 + Penalty 2626.780733 = -297674.403074
  nChanged 199
		SP:Iteration 4F (14039.450000 sec): 3 clusters
  Score: Raw -300465.289189 + Penalty 2626.780733 = -297838.508457
  nChanged 143
		SP:Iteration 5Q (14039.690000 sec): 3 clusters
  Score: Raw -300563.969588 + Penalty 2626.780733 = -297937.188856
  nChanged 108
		SP:Iteration 6Q (14039.860000 sec): 3 clusters
  Score: Raw -300635.913855 + Penalty 2626.780733 = -298009.133123
  nChanged 75
		SP:Iteration 7Q (14040.040000 sec): 3 clusters
  Score: Raw -300676.838233 + Penalty 2626.780733 = -298050.057501
  nChanged 53
		SP:Iteration 8Q (14040.190000 sec): 3 clusters
  Score: Raw -300702.944163 + Penalty 2626.780733 = -298076.163431
  nChanged 38
		SP:Iteration 9Q (14040.330000 sec): 3 clusters
  Score: Raw -300717.773848 + Penalty 2626.780733 = -298090.993116
  nChanged 17
		SP:Iteration 10Q (14040.540000 sec): 3 clusters
  Score: Raw -300723.865940 + Penalty 2626.780733 = -298097.085208
  nChanged 16
		SP:Iteration 11Q (14040.760000 sec): 3 clusters
  Score: Raw -300729.342604 + Penalty 2626.780733 = -298102.561871
  nChanged 12
		SP:Iteration 12Q (14040.950000 sec): 3 clusters
  Score: Raw -300733.214968 + Penalty 2626.780733 = -298106.434236
  nChanged 10
		SP:Iteration 13Q (14041.150000 sec): 3 clusters
  Score: Raw -300736.764333 + Penalty 2626.780733 = -298109.983600
  nChanged 8
		SP:Iteration 14Q (14041.320000 sec): 3 clusters
  Score: Raw -300740.166435 + Penalty 2626.780733 = -298113.385703
  nChanged 9
		SP:Iteration 15Q (14041.550000 sec): 3 clusters
  Score: Raw -300743.980266 + Penalty 2626.780733 = -298117.199534
  nChanged 7
		SP:Iteration 16Q (14041.720000 sec): 3 clusters
  Score: Raw -300746.248652 + Penalty 2626.780733 = -298119.467920
  nChanged 5
		SP:Iteration 17Q (14041.910000 sec): 3 clusters
  Score: Raw -300747.485196 + Penalty 2626.780733 = -298120.704464
  nChanged 5
		SP:Iteration 18Q (14042.090000 sec): 3 clusters
  Score: Raw -300749.295759 + Penalty 2626.780733 = -298122.515027
  nChanged 8
		SP:Iteration 19Q (14042.270000 sec): 3 clusters
  Score: Raw -300752.448043 + Penalty 2626.780733 = -298125.667310
  nChanged 8
		SP:Iteration 20F (14042.510000 sec): 3 clusters
  Score: Raw -300754.479115 + Penalty 2626.780733 = -298127.698382
  nChanged 7
		SP:Iteration 21Q (14042.670000 sec): 3 clusters
  Score: Raw -300758.659337 + Penalty 2626.780733 = -298131.878604
  nChanged 7
		SP:Iteration 22Q (14042.910000 sec): 3 clusters
  Score: Raw -300762.099102 + Penalty 2626.780733 = -298135.318369
  nChanged 8
		SP:Iteration 23Q (14043.120000 sec): 3 clusters
  Score: Raw -300764.570643 + Penalty 2626.780733 = -298137.789910
  nChanged 7
		SP:Iteration 24Q (14043.310000 sec): 3 clusters
  Score: Raw -300766.366268 + Penalty 2626.780733 = -298139.585536
  nChanged 5
		SP:Iteration 25Q (14043.500000 sec): 3 clusters
  Score: Raw -300767.775986 + Penalty 2626.780733 = -298140.995253
  nChanged 3
		SP:Iteration 26Q (14043.680000 sec): 3 clusters
  Score: Raw -300768.497306 + Penalty 2626.780733 = -298141.716574
  nChanged 2
		SP:Iteration 27Q (14043.850000 sec): 3 clusters
  Score: Raw -300769.381971 + Penalty 2626.780733 = -298142.601238
  nChanged 4
		SP:Iteration 28Q (14044.060000 sec): 3 clusters
  Score: Raw -300770.807244 + Penalty 2626.780733 = -298144.026511
  nChanged 11
		SP:Iteration 29Q (14044.240000 sec): 3 clusters
  Score: Raw -300775.032897 + Penalty 2626.780733 = -298148.252164
  nChanged 10
		SP:Iteration 30Q (14044.370000 sec): 3 clusters
  Score: Raw -300779.521954 + Penalty 2626.780733 = -298152.741221
  nChanged 15
		SP:Iteration 31Q (14044.570000 sec): 3 clusters
  Score: Raw -300785.923173 + Penalty 2626.780733 = -298159.142441
  nChanged 11
		SP:Iteration 32Q (14044.770000 sec): 3 clusters
  Score: Raw -300789.481654 + Penalty 2626.780733 = -298162.700921
  nChanged 6
		SP:Iteration 33Q (14044.930000 sec): 3 clusters
  Score: Raw -300791.290060 + Penalty 2626.780733 = -298164.509327
  nChanged 4
		SP:Iteration 34Q (14045.170000 sec): 3 clusters
  Score: Raw -300792.383998 + Penalty 2626.780733 = -298165.603265
  nChanged 2
		SP:Iteration 35Q (14045.330000 sec): 3 clusters
  Score: Raw -300793.439806 + Penalty 2626.780733 = -298166.659074
  nChanged 4
		SP:Iteration 36Q (14045.550000 sec): 3 clusters
  Score: Raw -300795.263359 + Penalty 2626.780733 = -298168.482627
  nChanged 5
		SP:Iteration 37Q (14045.690000 sec): 3 clusters
  Score: Raw -300797.094070 + Penalty 2626.780733 = -298170.313337
  nChanged 6
		SP:Iteration 38Q (14045.890000 sec): 3 clusters
  Score: Raw -300799.335746 + Penalty 2626.780733 = -298172.555013
  nChanged 8
		SP:Iteration 39Q (14046.120000 sec): 3 clusters
  Score: Raw -300802.294515 + Penalty 2626.780733 = -298175.513782
  nChanged 5
		SP:Iteration 40F (14046.280000 sec): 3 clusters
  Score: Raw -300804.485678 + Penalty 2626.780733 = -298177.704946
  nChanged 8
		SP:Iteration 41Q (14046.500000 sec): 3 clusters
  Score: Raw -300808.094970 + Penalty 2626.780733 = -298181.314237
  nChanged 9
		SP:Iteration 42Q (14046.680000 sec): 3 clusters
  Score: Raw -300812.041220 + Penalty 2626.780733 = -298185.260487
  nChanged 11
		SP:Iteration 43Q (14046.850000 sec): 3 clusters
  Score: Raw -300816.187070 + Penalty 2626.780733 = -298189.406338
  nChanged 6
		SP:Iteration 44Q (14047.030000 sec): 3 clusters
  Score: Raw -300818.156851 + Penalty 2626.780733 = -298191.376118
  nChanged 3
		SP:Iteration 45Q (14047.200000 sec): 3 clusters
  Score: Raw -300818.737086 + Penalty 2626.780733 = -298191.956354
  nChanged 2
		SP:Iteration 46Q (14047.360000 sec): 3 clusters
  Score: Raw -300819.034859 + Penalty 2626.780733 = -298192.254127
  nChanged 2
		SP:Iteration 47Q (14047.600000 sec): 3 clusters
  Score: Raw -300819.620982 + Penalty 2626.780733 = -298192.840250
  nChanged 2
		SP:Iteration 48Q (14047.800000 sec): 3 clusters
  Score: Raw -300819.959478 + Penalty 2626.780733 = -298193.178746
  nChanged 3
		SP:Iteration 49Q (14048.010000 sec): 3 clusters
  Score: Raw -300820.798765 + Penalty 2626.780733 = -298194.018033
  nChanged 3
		SP:Iteration 50Q (14048.230000 sec): 3 clusters
  Score: Raw -300821.145480 + Penalty 2626.780733 = -298194.364747
  nChanged 0
		SP:Iteration 51F (14048.420000 sec): 3 clusters
  Score: Raw -300821.145480 + Penalty 2626.780733 = -298194.364747
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 5 (5369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14048.490000 sec): 2 clusters
  Score: Raw -500128.311863 + Penalty 1395.614504 = -498732.697359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14048.690000 sec): 3 clusters
  Score: Raw -497340.168063 + Penalty 2791.229009 = -494548.939054
  nChanged 2185
		SP:Iteration 1F (14048.900000 sec): 3 clusters
  Score: Raw -498675.110870 + Penalty 2791.229009 = -495883.881861
  nChanged 439
		SP:Iteration 2F (14049.130000 sec): 3 clusters
  Score: Raw -498988.216667 + Penalty 2791.229009 = -496196.987658
  nChanged 340
		SP:Iteration 3F (14049.320000 sec): 3 clusters
  Score: Raw -499239.431378 + Penalty 2791.229009 = -496448.202369
  nChanged 308
		SP:Iteration 4F (14049.510000 sec): 3 clusters
  Score: Raw -499468.663167 + Penalty 2791.229009 = -496677.434158
  nChanged 268
		SP:Iteration 5Q (14049.760000 sec): 3 clusters
  Score: Raw -499666.398283 + Penalty 2791.229009 = -496875.169274
  nChanged 275
		SP:Iteration 6F (14049.920000 sec): 3 clusters
  Score: Raw -499863.996551 + Penalty 2791.229009 = -497072.767542
  nChanged 241
		SP:Iteration 7Q (14050.110000 sec): 3 clusters
  Score: Raw -500034.839116 + Penalty 2791.229009 = -497243.610107
  nChanged 210
		SP:Iteration 8Q (14050.350000 sec): 3 clusters
  Score: Raw -500161.672086 + Penalty 2791.229009 = -497370.443077
  nChanged 164
		SP:Iteration 9Q (14050.530000 sec): 3 clusters
  Score: Raw -500266.707766 + Penalty 2791.229009 = -497475.478757
  nChanged 145
		SP:Iteration 10Q (14050.740000 sec): 3 clusters
  Score: Raw -500368.190492 + Penalty 2791.229009 = -497576.961483
  nChanged 126
		SP:Iteration 11Q (14050.920000 sec): 3 clusters
  Score: Raw -500453.847753 + Penalty 2791.229009 = -497662.618744
  nChanged 126
		SP:Iteration 12Q (14051.160000 sec): 3 clusters
  Score: Raw -500524.548448 + Penalty 2791.229009 = -497733.319440
  nChanged 95
		SP:Iteration 13Q (14051.380000 sec): 3 clusters
  Score: Raw -500572.797722 + Penalty 2791.229009 = -497781.568713
  nChanged 78
		SP:Iteration 14Q (14051.580000 sec): 3 clusters
  Score: Raw -500610.137332 + Penalty 2791.229009 = -497818.908323
  nChanged 73
		SP:Iteration 15Q (14051.770000 sec): 3 clusters
  Score: Raw -500640.015235 + Penalty 2791.229009 = -497848.786227
  nChanged 56
		SP:Iteration 16Q (14051.890000 sec): 3 clusters
  Score: Raw -500662.762637 + Penalty 2791.229009 = -497871.533628
  nChanged 52
		SP:Iteration 17Q (14052.090000 sec): 3 clusters
  Score: Raw -500686.801387 + Penalty 2791.229009 = -497895.572378
  nChanged 59
		SP:Iteration 18Q (14052.240000 sec): 3 clusters
  Score: Raw -500709.416940 + Penalty 2791.229009 = -497918.187931
  nChanged 50
		SP:Iteration 19Q (14052.400000 sec): 3 clusters
  Score: Raw -500727.704346 + Penalty 2791.229009 = -497936.475337
  nChanged 46
		SP:Iteration 20F (14052.580000 sec): 3 clusters
  Score: Raw -500745.615478 + Penalty 2791.229009 = -497954.386469
  nChanged 46
		SP:Iteration 21Q (14052.790000 sec): 3 clusters
  Score: Raw -500765.176255 + Penalty 2791.229009 = -497973.947246
  nChanged 40
		SP:Iteration 22Q (14052.940000 sec): 3 clusters
  Score: Raw -500780.877662 + Penalty 2791.229009 = -497989.648653
  nChanged 42
		SP:Iteration 23Q (14053.210000 sec): 3 clusters
  Score: Raw -500799.003744 + Penalty 2791.229009 = -498007.774735
  nChanged 49
		SP:Iteration 24Q (14053.370000 sec): 3 clusters
  Score: Raw -500828.778529 + Penalty 2791.229009 = -498037.549520
  nChanged 56
		SP:Iteration 25Q (14053.590000 sec): 3 clusters
  Score: Raw -500863.367611 + Penalty 2791.229009 = -498072.138602
  nChanged 54
		SP:Iteration 26Q (14053.710000 sec): 3 clusters
  Score: Raw -500888.228426 + Penalty 2791.229009 = -498096.999417
  nChanged 61
		SP:Iteration 27Q (14053.890000 sec): 3 clusters
  Score: Raw -500922.432959 + Penalty 2791.229009 = -498131.203950
  nChanged 63
		SP:Iteration 28Q (14054.090000 sec): 3 clusters
  Score: Raw -500960.225980 + Penalty 2791.229009 = -498168.996971
  nChanged 69
		SP:Iteration 29Q (14054.290000 sec): 3 clusters
  Score: Raw -501017.042100 + Penalty 2791.229009 = -498225.813091
  nChanged 101
		SP:Iteration 30Q (14054.490000 sec): 3 clusters
  Score: Raw -501108.567223 + Penalty 2791.229009 = -498317.338214
  nChanged 93
		SP:Iteration 31Q (14054.690000 sec): 3 clusters
  Score: Raw -501204.075595 + Penalty 2791.229009 = -498412.846586
  nChanged 97
		SP:Iteration 32Q (14054.900000 sec): 3 clusters
  Score: Raw -501308.533474 + Penalty 2791.229009 = -498517.304465
  nChanged 72
		SP:Iteration 33Q (14055.050000 sec): 3 clusters
  Score: Raw -501378.970734 + Penalty 2791.229009 = -498587.741726
  nChanged 61
		SP:Iteration 34Q (14055.230000 sec): 3 clusters
  Score: Raw -501423.381273 + Penalty 2791.229009 = -498632.152264
  nChanged 33
		SP:Iteration 35Q (14055.440000 sec): 3 clusters
  Score: Raw -501434.039026 + Penalty 2791.229009 = -498642.810017
  nChanged 18
		SP:Iteration 36Q (14055.600000 sec): 3 clusters
  Score: Raw -501440.101426 + Penalty 2791.229009 = -498648.872417
  nChanged 8
		SP:Iteration 37Q (14055.770000 sec): 3 clusters
  Score: Raw -501441.903079 + Penalty 2791.229009 = -498650.674070
  nChanged 4
		SP:Iteration 38Q (14055.970000 sec): 3 clusters
  Score: Raw -501442.603191 + Penalty 2791.229009 = -498651.374182
  nChanged 3
		SP:Iteration 39Q (14056.110000 sec): 3 clusters
  Score: Raw -501443.348180 + Penalty 2791.229009 = -498652.119171
  nChanged 6
		SP:Iteration 40F (14056.290000 sec): 3 clusters
  Score: Raw -501444.515302 + Penalty 2791.229009 = -498653.286293
  nChanged 4
		SP:Iteration 41Q (14056.430000 sec): 3 clusters
  Score: Raw -501445.960905 + Penalty 2791.229009 = -498654.731896
  nChanged 4
		SP:Iteration 42Q (14056.640000 sec): 3 clusters
  Score: Raw -501446.414828 + Penalty 2791.229009 = -498655.185819
  nChanged 2
		SP:Iteration 43Q (14056.800000 sec): 3 clusters
  Score: Raw -501446.586129 + Penalty 2791.229009 = -498655.357120
  nChanged 0
		SP:Iteration 44F (14057.000000 sec): 3 clusters
  Score: Raw -501446.586129 + Penalty 2791.229009 = -498655.357120
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 6 (21589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14057.180000 sec): 2 clusters
  Score: Raw -2299582.223759 + Penalty 1621.740121 = -2297960.483639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14057.430000 sec): 3 clusters
  Score: Raw -2286444.206931 + Penalty 3243.480242 = -2283200.726689
  nChanged 9842
		SP:Iteration 1F (14057.710000 sec): 3 clusters
  Score: Raw -2291794.115311 + Penalty 3243.480242 = -2288550.635070
  nChanged 1257
		SP:Iteration 2F (14058.030000 sec): 3 clusters
  Score: Raw -2292469.508057 + Penalty 3243.480242 = -2289226.027815
  nChanged 1533
		SP:Iteration 3F (14058.290000 sec): 3 clusters
  Score: Raw -2293596.692665 + Penalty 3243.480242 = -2290353.212424
  nChanged 1890
		SP:Iteration 4F (14058.550000 sec): 3 clusters
  Score: Raw -2295217.443072 + Penalty 3243.480242 = -2291973.962831
  nChanged 1901
		SP:Iteration 5F (14058.860000 sec): 3 clusters
  Score: Raw -2296866.030849 + Penalty 3243.480242 = -2293622.550607
  nChanged 1559
		SP:Iteration 6F (14059.130000 sec): 3 clusters
  Score: Raw -2297928.246822 + Penalty 3243.480242 = -2294684.766580
  nChanged 1118
		SP:Iteration 7F (14059.460000 sec): 3 clusters
  Score: Raw -2298456.137761 + Penalty 3243.480242 = -2295212.657519
  nChanged 733
		SP:Iteration 8Q (14059.750000 sec): 3 clusters
  Score: Raw -2298697.317878 + Penalty 3243.480242 = -2295453.837637
  nChanged 457
		SP:Iteration 9Q (14060.010000 sec): 3 clusters
  Score: Raw -2298808.510336 + Penalty 3243.480242 = -2295565.030095
  nChanged 277
		SP:Iteration 10Q (14060.300000 sec): 3 clusters
  Score: Raw -2298850.915511 + Penalty 3243.480242 = -2295607.435270
  nChanged 179
		SP:Iteration 11Q (14060.610000 sec): 3 clusters
  Score: Raw -2298872.177020 + Penalty 3243.480242 = -2295628.696779
  nChanged 116
		SP:Iteration 12Q (14060.940000 sec): 3 clusters
  Score: Raw -2298883.696852 + Penalty 3243.480242 = -2295640.216610
  nChanged 88
		SP:Iteration 13Q (14061.220000 sec): 3 clusters
  Score: Raw -2298891.682716 + Penalty 3243.480242 = -2295648.202474
  nChanged 61
		SP:Iteration 14Q (14061.480000 sec): 3 clusters
  Score: Raw -2298896.636606 + Penalty 3243.480242 = -2295653.156364
  nChanged 34
		SP:Iteration 15Q (14061.760000 sec): 3 clusters
  Score: Raw -2298898.879653 + Penalty 3243.480242 = -2295655.399411
  nChanged 25
		SP:Iteration 16Q (14062.070000 sec): 3 clusters
  Score: Raw -2298900.523212 + Penalty 3243.480242 = -2295657.042971
  nChanged 26
		SP:Iteration 17Q (14062.350000 sec): 3 clusters
  Score: Raw -2298902.149798 + Penalty 3243.480242 = -2295658.669556
  nChanged 29
		SP:Iteration 18Q (14062.680000 sec): 3 clusters
  Score: Raw -2298904.211014 + Penalty 3243.480242 = -2295660.730773
  nChanged 17
		SP:Iteration 19Q (14062.950000 sec): 3 clusters
  Score: Raw -2298905.355531 + Penalty 3243.480242 = -2295661.875289
  nChanged 19
		SP:Iteration 20F (14063.250000 sec): 3 clusters
  Score: Raw -2298906.320411 + Penalty 3243.480242 = -2295662.840170
  nChanged 15
		SP:Iteration 21Q (14063.560000 sec): 3 clusters
  Score: Raw -2298907.173529 + Penalty 3243.480242 = -2295663.693287
  nChanged 16
		SP:Iteration 22Q (14063.830000 sec): 3 clusters
  Score: Raw -2298908.094777 + Penalty 3243.480242 = -2295664.614536
  nChanged 15
		SP:Iteration 23Q (14064.130000 sec): 3 clusters
  Score: Raw -2298909.012695 + Penalty 3243.480242 = -2295665.532453
  nChanged 14
		SP:Iteration 24Q (14064.370000 sec): 3 clusters
  Score: Raw -2298909.757131 + Penalty 3243.480242 = -2295666.276889
  nChanged 12
		SP:Iteration 25Q (14064.650000 sec): 3 clusters
  Score: Raw -2298910.558544 + Penalty 3243.480242 = -2295667.078302
  nChanged 16
		SP:Iteration 26Q (14064.920000 sec): 3 clusters
  Score: Raw -2298911.675583 + Penalty 3243.480242 = -2295668.195342
  nChanged 13
		SP:Iteration 27Q (14065.240000 sec): 3 clusters
  Score: Raw -2298912.265569 + Penalty 3243.480242 = -2295668.785327
  nChanged 10
		SP:Iteration 28Q (14065.550000 sec): 3 clusters
  Score: Raw -2298912.755140 + Penalty 3243.480242 = -2295669.274898
  nChanged 3
		SP:Iteration 29Q (14065.850000 sec): 3 clusters
  Score: Raw -2298912.851779 + Penalty 3243.480242 = -2295669.371537
  nChanged 4
		SP:Iteration 30Q (14066.150000 sec): 3 clusters
  Score: Raw -2298913.039196 + Penalty 3243.480242 = -2295669.558955
  nChanged 6
		SP:Iteration 31Q (14066.410000 sec): 3 clusters
  Score: Raw -2298913.357960 + Penalty 3243.480242 = -2295669.877719
  nChanged 6
		SP:Iteration 32Q (14066.680000 sec): 3 clusters
  Score: Raw -2298913.636571 + Penalty 3243.480242 = -2295670.156329
  nChanged 2
		SP:Iteration 33Q (14067.000000 sec): 3 clusters
  Score: Raw -2298913.763637 + Penalty 3243.480242 = -2295670.283396
  nChanged 8
		SP:Iteration 34Q (14067.330000 sec): 3 clusters
  Score: Raw -2298914.117898 + Penalty 3243.480242 = -2295670.637657
  nChanged 5
		SP:Iteration 35Q (14067.650000 sec): 3 clusters
  Score: Raw -2298914.308895 + Penalty 3243.480242 = -2295670.828654
  nChanged 1
		SP:Iteration 36Q (14067.940000 sec): 3 clusters
  Score: Raw -2298914.335957 + Penalty 3243.480242 = -2295670.855716
  nChanged 1
		SP:Iteration 37Q (14068.270000 sec): 3 clusters
  Score: Raw -2298914.395879 + Penalty 3243.480242 = -2295670.915637
  nChanged 1
		SP:Iteration 38Q (14068.520000 sec): 3 clusters
  Score: Raw -2298914.422928 + Penalty 3243.480242 = -2295670.942687
  nChanged 0
		SP:Iteration 39F (14068.830000 sec): 3 clusters
  Score: Raw -2298914.422928 + Penalty 3243.480242 = -2295670.942687
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 7 (12694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14068.950000 sec): 2 clusters
  Score: Raw -1238759.554916 + Penalty 1535.443767 = -1237224.111149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14069.210000 sec): 3 clusters
  Score: Raw -1231489.127396 + Penalty 3070.887534 = -1228418.239862
  nChanged 5589
		SP:Iteration 1F (14069.450000 sec): 3 clusters
  Score: Raw -1234665.253831 + Penalty 3070.887534 = -1231594.366297
  nChanged 806
		SP:Iteration 2F (14069.670000 sec): 3 clusters
  Score: Raw -1235102.941730 + Penalty 3070.887534 = -1232032.054197
  nChanged 756
		SP:Iteration 3F (14069.860000 sec): 3 clusters
  Score: Raw -1235515.571088 + Penalty 3070.887534 = -1232444.683554
  nChanged 673
		SP:Iteration 4F (14070.090000 sec): 3 clusters
  Score: Raw -1235889.699630 + Penalty 3070.887534 = -1232818.812096
  nChanged 655
		SP:Iteration 5F (14070.310000 sec): 3 clusters
  Score: Raw -1236217.270511 + Penalty 3070.887534 = -1233146.382977
  nChanged 591
		SP:Iteration 6Q (14070.610000 sec): 3 clusters
  Score: Raw -1236506.355967 + Penalty 3070.887534 = -1233435.468433
  nChanged 558
		SP:Iteration 7Q (14070.820000 sec): 3 clusters
  Score: Raw -1236788.518074 + Penalty 3070.887534 = -1233717.630540
  nChanged 520
		SP:Iteration 8Q (14071.150000 sec): 3 clusters
  Score: Raw -1237045.168104 + Penalty 3070.887534 = -1233974.280570
  nChanged 469
		SP:Iteration 9Q (14071.370000 sec): 3 clusters
  Score: Raw -1237264.306000 + Penalty 3070.887534 = -1234193.418467
  nChanged 421
		SP:Iteration 10Q (14071.620000 sec): 3 clusters
  Score: Raw -1237450.496449 + Penalty 3070.887534 = -1234379.608915
  nChanged 374
		SP:Iteration 11Q (14071.830000 sec): 3 clusters
  Score: Raw -1237609.724203 + Penalty 3070.887534 = -1234538.836669
  nChanged 343
		SP:Iteration 12Q (14072.080000 sec): 3 clusters
  Score: Raw -1237749.869100 + Penalty 3070.887534 = -1234678.981566
  nChanged 324
		SP:Iteration 13Q (14072.340000 sec): 3 clusters
  Score: Raw -1237883.720231 + Penalty 3070.887534 = -1234812.832697
  nChanged 317
		SP:Iteration 14Q (14072.540000 sec): 3 clusters
  Score: Raw -1238016.529423 + Penalty 3070.887534 = -1234945.641889
  nChanged 297
		SP:Iteration 15Q (14072.810000 sec): 3 clusters
  Score: Raw -1238131.749281 + Penalty 3070.887534 = -1235060.861747
  nChanged 282
		SP:Iteration 16Q (14073.020000 sec): 3 clusters
  Score: Raw -1238247.372977 + Penalty 3070.887534 = -1235176.485443
  nChanged 283
		SP:Iteration 17Q (14073.250000 sec): 3 clusters
  Score: Raw -1238376.326154 + Penalty 3070.887534 = -1235305.438620
  nChanged 287
		SP:Iteration 18Q (14073.490000 sec): 3 clusters
  Score: Raw -1238522.462476 + Penalty 3070.887534 = -1235451.574943
  nChanged 274
		SP:Iteration 19Q (14073.710000 sec): 3 clusters
  Score: Raw -1238671.513894 + Penalty 3070.887534 = -1235600.626360
  nChanged 252
		SP:Iteration 20F (14073.970000 sec): 3 clusters
  Score: Raw -1238807.465034 + Penalty 3070.887534 = -1235736.577500
  nChanged 209
		SP:Iteration 21Q (14074.170000 sec): 3 clusters
  Score: Raw -1238906.661323 + Penalty 3070.887534 = -1235835.773789
  nChanged 185
		SP:Iteration 22Q (14074.510000 sec): 3 clusters
  Score: Raw -1238996.102361 + Penalty 3070.887534 = -1235925.214827
  nChanged 176
		SP:Iteration 23Q (14074.830000 sec): 3 clusters
  Score: Raw -1239073.351854 + Penalty 3070.887534 = -1236002.464320
  nChanged 148
		SP:Iteration 24Q (14075.100000 sec): 3 clusters
  Score: Raw -1239132.956634 + Penalty 3070.887534 = -1236062.069100
  nChanged 113
		SP:Iteration 25Q (14075.350000 sec): 3 clusters
  Score: Raw -1239172.684453 + Penalty 3070.887534 = -1236101.796919
  nChanged 89
		SP:Iteration 26Q (14075.570000 sec): 3 clusters
  Score: Raw -1239204.644664 + Penalty 3070.887534 = -1236133.757130
  nChanged 57
		SP:Iteration 27Q (14075.830000 sec): 3 clusters
  Score: Raw -1239224.276756 + Penalty 3070.887534 = -1236153.389222
  nChanged 46
		SP:Iteration 28Q (14076.030000 sec): 3 clusters
  Score: Raw -1239239.079528 + Penalty 3070.887534 = -1236168.191994
  nChanged 42
		SP:Iteration 29Q (14076.230000 sec): 3 clusters
  Score: Raw -1239251.516727 + Penalty 3070.887534 = -1236180.629193
  nChanged 30
		SP:Iteration 30Q (14076.510000 sec): 3 clusters
  Score: Raw -1239259.704466 + Penalty 3070.887534 = -1236188.816932
  nChanged 36
		SP:Iteration 31Q (14076.720000 sec): 3 clusters
  Score: Raw -1239273.128520 + Penalty 3070.887534 = -1236202.240986
  nChanged 39
		SP:Iteration 32Q (14076.970000 sec): 3 clusters
  Score: Raw -1239288.681151 + Penalty 3070.887534 = -1236217.793617
  nChanged 38
		SP:Iteration 33Q (14077.130000 sec): 3 clusters
  Score: Raw -1239303.341982 + Penalty 3070.887534 = -1236232.454448
  nChanged 36
		SP:Iteration 34Q (14077.390000 sec): 3 clusters
  Score: Raw -1239317.974982 + Penalty 3070.887534 = -1236247.087448
  nChanged 24
		SP:Iteration 35Q (14077.650000 sec): 3 clusters
  Score: Raw -1239324.094815 + Penalty 3070.887534 = -1236253.207281
  nChanged 15
		SP:Iteration 36Q (14077.950000 sec): 3 clusters
  Score: Raw -1239327.918328 + Penalty 3070.887534 = -1236257.030794
  nChanged 5
		SP:Iteration 37Q (14078.190000 sec): 3 clusters
  Score: Raw -1239329.648123 + Penalty 3070.887534 = -1236258.760589
  nChanged 5
		SP:Iteration 38Q (14078.390000 sec): 3 clusters
  Score: Raw -1239330.832275 + Penalty 3070.887534 = -1236259.944741
  nChanged 7
		SP:Iteration 39Q (14078.660000 sec): 3 clusters
  Score: Raw -1239332.295289 + Penalty 3070.887534 = -1236261.407755
  nChanged 8
		SP:Iteration 40F (14078.860000 sec): 3 clusters
  Score: Raw -1239334.555088 + Penalty 3070.887534 = -1236263.667554
  nChanged 8
		SP:Iteration 41Q (14079.060000 sec): 3 clusters
  Score: Raw -1239337.575156 + Penalty 3070.887534 = -1236266.687622
  nChanged 9
		SP:Iteration 42Q (14079.290000 sec): 3 clusters
  Score: Raw -1239339.668001 + Penalty 3070.887534 = -1236268.780467
  nChanged 10
		SP:Iteration 43Q (14079.530000 sec): 3 clusters
  Score: Raw -1239342.381770 + Penalty 3070.887534 = -1236271.494236
  nChanged 4
		SP:Iteration 44Q (14079.750000 sec): 3 clusters
  Score: Raw -1239343.403243 + Penalty 3070.887534 = -1236272.515709
  nChanged 2
		SP:Iteration 45Q (14079.950000 sec): 3 clusters
  Score: Raw -1239343.889613 + Penalty 3070.887534 = -1236273.002079
  nChanged 0
		SP:Iteration 46F (14080.210000 sec): 3 clusters
  Score: Raw -1239343.889613 + Penalty 3070.887534 = -1236273.002079
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 8 (108784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14080.740000 sec): 2 clusters
  Score: Raw -11387512.281003 + Penalty 1884.531926 = -11385627.749077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14081.430000 sec): 3 clusters
  Score: Raw -11316564.269666 + Penalty 3769.063852 = -11312795.205814
  nChanged 52247
		SP:Iteration 1F (14082.130000 sec): 3 clusters
  Score: Raw -11347190.233408 + Penalty 3769.063852 = -11343421.169557
  nChanged 3426
		SP:Iteration 2Q (14082.780000 sec): 3 clusters
  Score: Raw -11348022.709941 + Penalty 3769.063852 = -11344253.646089
  nChanged 3563
		SP:Iteration 3Q (14083.570000 sec): 3 clusters
  Score: Raw -11348927.171822 + Penalty 3769.063852 = -11345158.107970
  nChanged 3888
		SP:Iteration 4Q (14084.380000 sec): 3 clusters
  Score: Raw -11349998.809480 + Penalty 3769.063852 = -11346229.745628
  nChanged 4104
		SP:Iteration 5Q (14085.200000 sec): 3 clusters
  Score: Raw -11351288.483493 + Penalty 3769.063852 = -11347519.419641
  nChanged 4593
		SP:Iteration 6Q (14085.990000 sec): 3 clusters
  Score: Raw -11353061.945288 + Penalty 3769.063852 = -11349292.881437
  nChanged 5386
		SP:Iteration 7Q (14086.740000 sec): 3 clusters
  Score: Raw -11355554.033764 + Penalty 3769.063852 = -11351784.969912
  nChanged 6244
		SP:Iteration 8F (14087.520000 sec): 3 clusters
  Score: Raw -11359044.651588 + Penalty 3769.063852 = -11355275.587736
  nChanged 7220
		SP:Iteration 9F (14088.300000 sec): 3 clusters
  Score: Raw -11363911.873261 + Penalty 3769.063852 = -11360142.809410
  nChanged 7955
		SP:Iteration 10F (14089.050000 sec): 3 clusters
  Score: Raw -11370129.872097 + Penalty 3769.063852 = -11366360.808245
  nChanged 7565
		SP:Iteration 11F (14089.760000 sec): 3 clusters
  Score: Raw -11376779.830792 + Penalty 3769.063852 = -11373010.766940
  nChanged 5916
		SP:Iteration 12F (14090.410000 sec): 3 clusters
  Score: Raw -11382343.878837 + Penalty 3769.063852 = -11378574.814985
  nChanged 3479
		SP:Iteration 13Q (14091.110000 sec): 3 clusters
  Score: Raw -11385620.250281 + Penalty 3769.063852 = -11381851.186430
  nChanged 1488
		SP:Iteration 14Q (14091.740000 sec): 3 clusters
  Score: Raw -11386976.720581 + Penalty 3769.063852 = -11383207.656729
  nChanged 465
		SP:Iteration 15Q (14092.290000 sec): 3 clusters
  Score: Raw -11387395.863647 + Penalty 3769.063852 = -11383626.799796
  nChanged 148
		SP:Iteration 16Q (14092.800000 sec): 3 clusters
  Score: Raw -11387551.425855 + Penalty 3769.063852 = -11383782.362003
  nChanged 75
		SP:Iteration 17Q (14093.400000 sec): 3 clusters
  Score: Raw -11387631.906639 + Penalty 3769.063852 = -11383862.842788
  nChanged 50
		SP:Iteration 18Q (14094.030000 sec): 3 clusters
  Score: Raw -11387684.947497 + Penalty 3769.063852 = -11383915.883645
  nChanged 32
		SP:Iteration 19Q (14094.600000 sec): 3 clusters
  Score: Raw -11387714.283637 + Penalty 3769.063852 = -11383945.219785
  nChanged 19
		SP:Iteration 20F (14095.200000 sec): 3 clusters
  Score: Raw -11387736.322681 + Penalty 3769.063852 = -11383967.258829
  nChanged 9
		SP:Iteration 21Q (14095.730000 sec): 3 clusters
  Score: Raw -11387744.693344 + Penalty 3769.063852 = -11383975.629493
  nChanged 4
		SP:Iteration 22Q (14096.270000 sec): 3 clusters
  Score: Raw -11387748.242659 + Penalty 3769.063852 = -11383979.178807
  nChanged 1
		SP:Iteration 23Q (14096.840000 sec): 3 clusters
  Score: Raw -11387750.502960 + Penalty 3769.063852 = -11383981.439109
  nChanged 3
		SP:Iteration 24Q (14097.360000 sec): 3 clusters
  Score: Raw -11387752.999569 + Penalty 3769.063852 = -11383983.935717
  nChanged 2
		SP:Iteration 25Q (14098.010000 sec): 3 clusters
  Score: Raw -11387754.709093 + Penalty 3769.063852 = -11383985.645241
  nChanged 1
		SP:Iteration 26Q (14098.620000 sec): 3 clusters
  Score: Raw -11387756.342679 + Penalty 3769.063852 = -11383987.278828
  nChanged 4
		SP:Iteration 27Q (14099.260000 sec): 3 clusters
  Score: Raw -11387759.595811 + Penalty 3769.063852 = -11383990.531959
  nChanged 0
		SP:Iteration 28F (14099.980000 sec): 3 clusters
  Score: Raw -11387759.595811 + Penalty 3769.063852 = -11383990.531959
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (3800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14100.110000 sec): 2 clusters
  Score: Raw -417981.562102 + Penalty 1339.447906 = -416642.114196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14100.290000 sec): 3 clusters
  Score: Raw -416082.995799 + Penalty 2678.895812 = -413404.099987
  nChanged 1435
		SP:Iteration 1F (14100.460000 sec): 3 clusters
  Score: Raw -416914.749348 + Penalty 2678.895812 = -414235.853535
  nChanged 267
		SP:Iteration 2F (14100.670000 sec): 3 clusters
  Score: Raw -417059.826446 + Penalty 2678.895812 = -414380.930634
  nChanged 194
		SP:Iteration 3F (14100.830000 sec): 3 clusters
  Score: Raw -417152.290803 + Penalty 2678.895812 = -414473.394991
  nChanged 113
		SP:Iteration 4Q (14101.070000 sec): 3 clusters
  Score: Raw -417201.380640 + Penalty 2678.895812 = -414522.484828
  nChanged 86
		SP:Iteration 5Q (14101.270000 sec): 3 clusters
  Score: Raw -417232.697305 + Penalty 2678.895812 = -414553.801492
  nChanged 57
		SP:Iteration 6Q (14101.500000 sec): 3 clusters
  Score: Raw -417252.159374 + Penalty 2678.895812 = -414573.263561
  nChanged 56
		SP:Iteration 7Q (14101.660000 sec): 3 clusters
  Score: Raw -417274.921053 + Penalty 2678.895812 = -414596.025240
  nChanged 51
		SP:Iteration 8Q (14101.850000 sec): 3 clusters
  Score: Raw -417296.026228 + Penalty 2678.895812 = -414617.130416
  nChanged 52
		SP:Iteration 9Q (14102.040000 sec): 3 clusters
  Score: Raw -417310.492203 + Penalty 2678.895812 = -414631.596391
  nChanged 34
		SP:Iteration 10Q (14102.240000 sec): 3 clusters
  Score: Raw -417320.827755 + Penalty 2678.895812 = -414641.931943
  nChanged 32
		SP:Iteration 11Q (14102.410000 sec): 3 clusters
  Score: Raw -417331.671675 + Penalty 2678.895812 = -414652.775863
  nChanged 27
		SP:Iteration 12Q (14102.590000 sec): 3 clusters
  Score: Raw -417338.724960 + Penalty 2678.895812 = -414659.829148
  nChanged 19
		SP:Iteration 13Q (14102.750000 sec): 3 clusters
  Score: Raw -417343.605636 + Penalty 2678.895812 = -414664.709824
  nChanged 19
		SP:Iteration 14Q (14102.910000 sec): 3 clusters
  Score: Raw -417348.893939 + Penalty 2678.895812 = -414669.998126
  nChanged 16
		SP:Iteration 15Q (14103.050000 sec): 3 clusters
  Score: Raw -417353.324892 + Penalty 2678.895812 = -414674.429080
  nChanged 10
		SP:Iteration 16Q (14103.230000 sec): 3 clusters
  Score: Raw -417356.030657 + Penalty 2678.895812 = -414677.134845
  nChanged 12
		SP:Iteration 17Q (14103.430000 sec): 3 clusters
  Score: Raw -417358.352108 + Penalty 2678.895812 = -414679.456296
  nChanged 13
		SP:Iteration 18Q (14103.580000 sec): 3 clusters
  Score: Raw -417361.868587 + Penalty 2678.895812 = -414682.972774
  nChanged 13
		SP:Iteration 19Q (14103.760000 sec): 3 clusters
  Score: Raw -417366.952931 + Penalty 2678.895812 = -414688.057119
  nChanged 23
		SP:Iteration 20F (14103.930000 sec): 3 clusters
  Score: Raw -417373.322297 + Penalty 2678.895812 = -414694.426484
  nChanged 22
		SP:Iteration 21Q (14104.110000 sec): 3 clusters
  Score: Raw -417380.284555 + Penalty 2678.895812 = -414701.388742
  nChanged 20
		SP:Iteration 22Q (14104.280000 sec): 3 clusters
  Score: Raw -417388.190566 + Penalty 2678.895812 = -414709.294754
  nChanged 28
		SP:Iteration 23Q (14104.480000 sec): 3 clusters
  Score: Raw -417397.939019 + Penalty 2678.895812 = -414719.043207
  nChanged 28
		SP:Iteration 24Q (14104.680000 sec): 3 clusters
  Score: Raw -417409.314223 + Penalty 2678.895812 = -414730.418410
  nChanged 30
		SP:Iteration 25Q (14104.880000 sec): 3 clusters
  Score: Raw -417420.465555 + Penalty 2678.895812 = -414741.569742
  nChanged 29
		SP:Iteration 26Q (14105.040000 sec): 3 clusters
  Score: Raw -417431.408581 + Penalty 2678.895812 = -414752.512769
  nChanged 31
		SP:Iteration 27Q (14105.230000 sec): 3 clusters
  Score: Raw -417443.656749 + Penalty 2678.895812 = -414764.760937
  nChanged 36
		SP:Iteration 28Q (14105.390000 sec): 3 clusters
  Score: Raw -417459.674700 + Penalty 2678.895812 = -414780.778888
  nChanged 47
		SP:Iteration 29Q (14105.580000 sec): 3 clusters
  Score: Raw -417483.813094 + Penalty 2678.895812 = -414804.917281
  nChanged 60
		SP:Iteration 30Q (14105.750000 sec): 3 clusters
  Score: Raw -417518.211520 + Penalty 2678.895812 = -414839.315708
  nChanged 76
		SP:Iteration 31Q (14105.920000 sec): 3 clusters
  Score: Raw -417557.837804 + Penalty 2678.895812 = -414878.941992
  nChanged 63
		SP:Iteration 32Q (14106.130000 sec): 3 clusters
  Score: Raw -417589.825025 + Penalty 2678.895812 = -414910.929213
  nChanged 56
		SP:Iteration 33Q (14106.310000 sec): 3 clusters
  Score: Raw -417620.474124 + Penalty 2678.895812 = -414941.578312
  nChanged 61
		SP:Iteration 34Q (14106.490000 sec): 3 clusters
  Score: Raw -417657.325109 + Penalty 2678.895812 = -414978.429296
  nChanged 50
		SP:Iteration 35Q (14106.630000 sec): 3 clusters
  Score: Raw -417684.432237 + Penalty 2678.895812 = -415005.536425
  nChanged 55
		SP:Iteration 36Q (14106.780000 sec): 3 clusters
  Score: Raw -417714.435831 + Penalty 2678.895812 = -415035.540019
  nChanged 44
		SP:Iteration 37Q (14106.950000 sec): 3 clusters
  Score: Raw -417744.249469 + Penalty 2678.895812 = -415065.353657
  nChanged 50
		SP:Iteration 38Q (14107.120000 sec): 3 clusters
  Score: Raw -417777.478939 + Penalty 2678.895812 = -415098.583127
  nChanged 49
		SP:Iteration 39Q (14107.320000 sec): 3 clusters
  Score: Raw -417812.334796 + Penalty 2678.895812 = -415133.438984
  nChanged 46
		SP:Iteration 40F (14107.500000 sec): 3 clusters
  Score: Raw -417844.139825 + Penalty 2678.895812 = -415165.244013
  nChanged 33
		SP:Iteration 41Q (14107.670000 sec): 3 clusters
  Score: Raw -417866.212974 + Penalty 2678.895812 = -415187.317161
  nChanged 33
		SP:Iteration 42Q (14107.870000 sec): 3 clusters
  Score: Raw -417887.423826 + Penalty 2678.895812 = -415208.528013
  nChanged 34
		SP:Iteration 43Q (14108.000000 sec): 3 clusters
  Score: Raw -417909.650407 + Penalty 2678.895812 = -415230.754594
  nChanged 25
		SP:Iteration 44Q (14108.140000 sec): 3 clusters
  Score: Raw -417927.722744 + Penalty 2678.895812 = -415248.826931
  nChanged 25
		SP:Iteration 45Q (14108.340000 sec): 3 clusters
  Score: Raw -417948.205282 + Penalty 2678.895812 = -415269.309470
  nChanged 25
		SP:Iteration 46Q (14108.530000 sec): 3 clusters
  Score: Raw -417966.862794 + Penalty 2678.895812 = -415287.966982
  nChanged 21
		SP:Iteration 47Q (14108.740000 sec): 3 clusters
  Score: Raw -417982.698346 + Penalty 2678.895812 = -415303.802533
  nChanged 21
		SP:Iteration 48Q (14108.930000 sec): 3 clusters
  Score: Raw -417999.067406 + Penalty 2678.895812 = -415320.171593
  nChanged 17
		SP:Iteration 49Q (14109.130000 sec): 3 clusters
  Score: Raw -418012.859814 + Penalty 2678.895812 = -415333.964002
  nChanged 17
		SP:Iteration 50Q (14109.290000 sec): 3 clusters
  Score: Raw -418028.373284 + Penalty 2678.895812 = -415349.477472
  nChanged 10
		SP:Iteration 51Q (14109.550000 sec): 3 clusters
  Score: Raw -418037.060567 + Penalty 2678.895812 = -415358.164755
  nChanged 13
		SP:Iteration 52Q (14109.700000 sec): 3 clusters
  Score: Raw -418048.216129 + Penalty 2678.895812 = -415369.320317
  nChanged 10
		SP:Iteration 53Q (14109.920000 sec): 3 clusters
  Score: Raw -418058.588584 + Penalty 2678.895812 = -415379.692771
  nChanged 8
		SP:Iteration 54Q (14110.090000 sec): 3 clusters
  Score: Raw -418065.492423 + Penalty 2678.895812 = -415386.596610
  nChanged 5
		SP:Iteration 55Q (14110.260000 sec): 3 clusters
  Score: Raw -418071.196572 + Penalty 2678.895812 = -415392.300760
  nChanged 8
		SP:Iteration 56Q (14110.480000 sec): 3 clusters
  Score: Raw -418078.097285 + Penalty 2678.895812 = -415399.201473
  nChanged 3
		SP:Iteration 57Q (14110.670000 sec): 3 clusters
  Score: Raw -418081.522986 + Penalty 2678.895812 = -415402.627174
  nChanged 5
		SP:Iteration 58Q (14110.900000 sec): 3 clusters
  Score: Raw -418087.537308 + Penalty 2678.895812 = -415408.641495
  nChanged 5
		SP:Iteration 59Q (14111.030000 sec): 3 clusters
  Score: Raw -418091.848210 + Penalty 2678.895812 = -415412.952398
  nChanged 3
		SP:Iteration 60F (14111.210000 sec): 3 clusters
  Score: Raw -418093.285084 + Penalty 2678.895812 = -415414.389271
  nChanged 1
		SP:Iteration 61Q (14111.400000 sec): 3 clusters
  Score: Raw -418093.717212 + Penalty 2678.895812 = -415414.821400
  nChanged 0
		SP:Iteration 62F (14111.600000 sec): 3 clusters
  Score: Raw -418093.717212 + Penalty 2678.895812 = -415414.821400
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 10 (11746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14111.770000 sec): 2 clusters
  Score: Raw -1139148.222138 + Penalty 1522.831056 = -1137625.391082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14112.000000 sec): 3 clusters
  Score: Raw -1132473.017211 + Penalty 3045.662112 = -1129427.355099
  nChanged 5082
		SP:Iteration 1F (14112.230000 sec): 3 clusters
  Score: Raw -1135259.104322 + Penalty 3045.662112 = -1132213.442210
  nChanged 688
		SP:Iteration 2F (14112.540000 sec): 3 clusters
  Score: Raw -1135532.952143 + Penalty 3045.662112 = -1132487.290032
  nChanged 589
		SP:Iteration 3F (14112.770000 sec): 3 clusters
  Score: Raw -1135780.230010 + Penalty 3045.662112 = -1132734.567898
  nChanged 530
		SP:Iteration 4Q (14112.980000 sec): 3 clusters
  Score: Raw -1136034.886739 + Penalty 3045.662112 = -1132989.224627
  nChanged 548
		SP:Iteration 5Q (14113.220000 sec): 3 clusters
  Score: Raw -1136318.549430 + Penalty 3045.662112 = -1133272.887318
  nChanged 583
		SP:Iteration 6Q (14113.470000 sec): 3 clusters
  Score: Raw -1136653.442412 + Penalty 3045.662112 = -1133607.780300
  nChanged 592
		SP:Iteration 7F (14113.700000 sec): 3 clusters
  Score: Raw -1137029.534494 + Penalty 3045.662112 = -1133983.872382
  nChanged 605
		SP:Iteration 8F (14113.940000 sec): 3 clusters
  Score: Raw -1137434.927160 + Penalty 3045.662112 = -1134389.265048
  nChanged 573
		SP:Iteration 9Q (14114.140000 sec): 3 clusters
  Score: Raw -1137839.175138 + Penalty 3045.662112 = -1134793.513026
  nChanged 546
		SP:Iteration 10Q (14114.420000 sec): 3 clusters
  Score: Raw -1138238.540768 + Penalty 3045.662112 = -1135192.878657
  nChanged 469
		SP:Iteration 11Q (14114.660000 sec): 3 clusters
  Score: Raw -1138598.378869 + Penalty 3045.662112 = -1135552.716757
  nChanged 320
		SP:Iteration 12Q (14114.860000 sec): 3 clusters
  Score: Raw -1138861.513086 + Penalty 3045.662112 = -1135815.850974
  nChanged 241
		SP:Iteration 13Q (14115.160000 sec): 3 clusters
  Score: Raw -1139058.070784 + Penalty 3045.662112 = -1136012.408672
  nChanged 181
		SP:Iteration 14Q (14115.410000 sec): 3 clusters
  Score: Raw -1139211.996082 + Penalty 3045.662112 = -1136166.333971
  nChanged 117
		SP:Iteration 15Q (14115.730000 sec): 3 clusters
  Score: Raw -1139313.272859 + Penalty 3045.662112 = -1136267.610747
  nChanged 64
		SP:Iteration 16Q (14115.920000 sec): 3 clusters
  Score: Raw -1139372.971464 + Penalty 3045.662112 = -1136327.309353
  nChanged 45
		SP:Iteration 17Q (14116.130000 sec): 3 clusters
  Score: Raw -1139418.777884 + Penalty 3045.662112 = -1136373.115773
  nChanged 27
		SP:Iteration 18Q (14116.360000 sec): 3 clusters
  Score: Raw -1139441.949856 + Penalty 3045.662112 = -1136396.287744
  nChanged 26
		SP:Iteration 19Q (14116.570000 sec): 3 clusters
  Score: Raw -1139459.627852 + Penalty 3045.662112 = -1136413.965741
  nChanged 13
		SP:Iteration 20F (14116.790000 sec): 3 clusters
  Score: Raw -1139469.356228 + Penalty 3045.662112 = -1136423.694116
  nChanged 15
		SP:Iteration 21Q (14117.020000 sec): 3 clusters
  Score: Raw -1139478.462642 + Penalty 3045.662112 = -1136432.800531
  nChanged 9
		SP:Iteration 22Q (14117.260000 sec): 3 clusters
  Score: Raw -1139483.522513 + Penalty 3045.662112 = -1136437.860401
  nChanged 7
		SP:Iteration 23Q (14117.480000 sec): 3 clusters
  Score: Raw -1139486.194651 + Penalty 3045.662112 = -1136440.532539
  nChanged 5
		SP:Iteration 24Q (14117.770000 sec): 3 clusters
  Score: Raw -1139491.397016 + Penalty 3045.662112 = -1136445.734904
  nChanged 4
		SP:Iteration 25Q (14118.030000 sec): 3 clusters
  Score: Raw -1139494.732580 + Penalty 3045.662112 = -1136449.070468
  nChanged 3
		SP:Iteration 26Q (14118.240000 sec): 3 clusters
  Score: Raw -1139496.679251 + Penalty 3045.662112 = -1136451.017139
  nChanged 1
		SP:Iteration 27Q (14118.460000 sec): 3 clusters
  Score: Raw -1139497.223534 + Penalty 3045.662112 = -1136451.561422
  nChanged 2
		SP:Iteration 28Q (14118.730000 sec): 3 clusters
  Score: Raw -1139498.640703 + Penalty 3045.662112 = -1136452.978592
  nChanged 3
		SP:Iteration 29Q (14118.930000 sec): 3 clusters
  Score: Raw -1139501.783664 + Penalty 3045.662112 = -1136456.121552
  nChanged 4
		SP:Iteration 30Q (14119.200000 sec): 3 clusters
  Score: Raw -1139505.226481 + Penalty 3045.662112 = -1136459.564370
  nChanged 4
		SP:Iteration 31Q (14119.440000 sec): 3 clusters
  Score: Raw -1139507.539003 + Penalty 3045.662112 = -1136461.876891
  nChanged 0
		SP:Iteration 32F (14119.710000 sec): 3 clusters
  Score: Raw -1139507.539003 + Penalty 3045.662112 = -1136461.876891
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 11 (4913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14119.870000 sec): 2 clusters
  Score: Raw -452875.457763 + Penalty 1381.191505 = -451494.266258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14120.030000 sec): 3 clusters
  Score: Raw -450346.684033 + Penalty 2762.383010 = -447584.301022
  nChanged 1996
		SP:Iteration 1F (14120.250000 sec): 3 clusters
  Score: Raw -451638.850586 + Penalty 2762.383010 = -448876.467575
  nChanged 434
		SP:Iteration 2F (14120.470000 sec): 3 clusters
  Score: Raw -452041.552671 + Penalty 2762.383010 = -449279.169661
  nChanged 361
		SP:Iteration 3F (14120.610000 sec): 3 clusters
  Score: Raw -452363.278260 + Penalty 2762.383010 = -449600.895250
  nChanged 321
		SP:Iteration 4F (14120.810000 sec): 3 clusters
  Score: Raw -452646.018086 + Penalty 2762.383010 = -449883.635075
  nChanged 296
		SP:Iteration 5F (14121.030000 sec): 3 clusters
  Score: Raw -452897.964042 + Penalty 2762.383010 = -450135.581031
  nChanged 258
		SP:Iteration 6F (14121.240000 sec): 3 clusters
  Score: Raw -453097.781026 + Penalty 2762.383010 = -450335.398015
  nChanged 186
		SP:Iteration 7Q (14121.420000 sec): 3 clusters
  Score: Raw -453230.165720 + Penalty 2762.383010 = -450467.782710
  nChanged 162
		SP:Iteration 8Q (14121.630000 sec): 3 clusters
  Score: Raw -453370.690564 + Penalty 2762.383010 = -450608.307554
  nChanged 169
		SP:Iteration 9Q (14121.790000 sec): 3 clusters
  Score: Raw -453530.802475 + Penalty 2762.383010 = -450768.419464
  nChanged 151
		SP:Iteration 10Q (14122.030000 sec): 3 clusters
  Score: Raw -453629.310155 + Penalty 2762.383010 = -450866.927145
  nChanged 102
		SP:Iteration 11Q (14122.240000 sec): 3 clusters
  Score: Raw -453681.391287 + Penalty 2762.383010 = -450919.008276
  nChanged 60
		SP:Iteration 12Q (14122.440000 sec): 3 clusters
  Score: Raw -453707.648871 + Penalty 2762.383010 = -450945.265861
  nChanged 40
		SP:Iteration 13Q (14122.630000 sec): 3 clusters
  Score: Raw -453721.706675 + Penalty 2762.383010 = -450959.323665
  nChanged 29
		SP:Iteration 14Q (14122.830000 sec): 3 clusters
  Score: Raw -453730.714408 + Penalty 2762.383010 = -450968.331398
  nChanged 24
		SP:Iteration 15Q (14123.040000 sec): 3 clusters
  Score: Raw -453738.091717 + Penalty 2762.383010 = -450975.708707
  nChanged 22
		SP:Iteration 16Q (14123.190000 sec): 3 clusters
  Score: Raw -453742.997950 + Penalty 2762.383010 = -450980.614940
  nChanged 13
		SP:Iteration 17Q (14123.390000 sec): 3 clusters
  Score: Raw -453746.387273 + Penalty 2762.383010 = -450984.004263
  nChanged 11
		SP:Iteration 18Q (14123.620000 sec): 3 clusters
  Score: Raw -453750.179817 + Penalty 2762.383010 = -450987.796807
  nChanged 13
		SP:Iteration 19Q (14123.780000 sec): 3 clusters
  Score: Raw -453753.538186 + Penalty 2762.383010 = -450991.155176
  nChanged 9
		SP:Iteration 20F (14123.980000 sec): 3 clusters
  Score: Raw -453755.206132 + Penalty 2762.383010 = -450992.823121
  nChanged 5
		SP:Iteration 21Q (14124.240000 sec): 3 clusters
  Score: Raw -453755.907378 + Penalty 2762.383010 = -450993.524368
  nChanged 1
		SP:Iteration 22Q (14124.440000 sec): 3 clusters
  Score: Raw -453755.959601 + Penalty 2762.383010 = -450993.576591
  nChanged 0
		SP:Iteration 23F (14124.650000 sec): 3 clusters
  Score: Raw -453755.959601 + Penalty 2762.383010 = -450993.576591
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 12 (8312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14124.780000 sec): 2 clusters
  Score: Raw -793334.949113 + Penalty 1466.636524 = -791868.312589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14125.070000 sec): 3 clusters
  Score: Raw -788756.988798 + Penalty 2933.273048 = -785823.715750
  nChanged 3516
		SP:Iteration 1F (14125.270000 sec): 3 clusters
  Score: Raw -790800.448575 + Penalty 2933.273048 = -787867.175526
  nChanged 590
		SP:Iteration 2F (14125.470000 sec): 3 clusters
  Score: Raw -791123.184971 + Penalty 2933.273048 = -788189.911923
  nChanged 491
		SP:Iteration 3F (14125.700000 sec): 3 clusters
  Score: Raw -791381.351820 + Penalty 2933.273048 = -788448.078772
  nChanged 410
		SP:Iteration 4Q (14125.970000 sec): 3 clusters
  Score: Raw -791598.776337 + Penalty 2933.273048 = -788665.503289
  nChanged 358
		SP:Iteration 5Q (14126.160000 sec): 3 clusters
  Score: Raw -791782.547580 + Penalty 2933.273048 = -788849.274532
  nChanged 320
		SP:Iteration 6Q (14126.380000 sec): 3 clusters
  Score: Raw -791929.009466 + Penalty 2933.273048 = -788995.736418
  nChanged 278
		SP:Iteration 7Q (14126.620000 sec): 3 clusters
  Score: Raw -792050.372158 + Penalty 2933.273048 = -789117.099110
  nChanged 247
		SP:Iteration 8Q (14126.850000 sec): 3 clusters
  Score: Raw -792157.488895 + Penalty 2933.273048 = -789224.215847
  nChanged 215
		SP:Iteration 9Q (14127.040000 sec): 3 clusters
  Score: Raw -792244.661004 + Penalty 2933.273048 = -789311.387956
  nChanged 214
		SP:Iteration 10Q (14127.270000 sec): 3 clusters
  Score: Raw -792341.221524 + Penalty 2933.273048 = -789407.948476
  nChanged 212
		SP:Iteration 11Q (14127.490000 sec): 3 clusters
  Score: Raw -792430.661645 + Penalty 2933.273048 = -789497.388596
  nChanged 189
		SP:Iteration 12Q (14127.690000 sec): 3 clusters
  Score: Raw -792504.772642 + Penalty 2933.273048 = -789571.499594
  nChanged 163
		SP:Iteration 13Q (14127.890000 sec): 3 clusters
  Score: Raw -792572.821033 + Penalty 2933.273048 = -789639.547985
  nChanged 154
		SP:Iteration 14Q (14128.060000 sec): 3 clusters
  Score: Raw -792641.682461 + Penalty 2933.273048 = -789708.409413
  nChanged 152
		SP:Iteration 15Q (14128.250000 sec): 3 clusters
  Score: Raw -792712.695635 + Penalty 2933.273048 = -789779.422587
  nChanged 156
		SP:Iteration 16Q (14128.450000 sec): 3 clusters
  Score: Raw -792775.343766 + Penalty 2933.273048 = -789842.070717
  nChanged 137
		SP:Iteration 17Q (14128.660000 sec): 3 clusters
  Score: Raw -792823.851575 + Penalty 2933.273048 = -789890.578527
  nChanged 131
		SP:Iteration 18Q (14128.830000 sec): 3 clusters
  Score: Raw -792871.216915 + Penalty 2933.273048 = -789937.943866
  nChanged 119
		SP:Iteration 19Q (14129.060000 sec): 3 clusters
  Score: Raw -792904.696972 + Penalty 2933.273048 = -789971.423923
  nChanged 90
		SP:Iteration 20F (14129.280000 sec): 3 clusters
  Score: Raw -792930.932255 + Penalty 2933.273048 = -789997.659207
  nChanged 82
		SP:Iteration 21Q (14129.480000 sec): 3 clusters
  Score: Raw -792953.655659 + Penalty 2933.273048 = -790020.382611
  nChanged 81
		SP:Iteration 22Q (14129.670000 sec): 3 clusters
  Score: Raw -792975.052000 + Penalty 2933.273048 = -790041.778952
  nChanged 67
		SP:Iteration 23Q (14129.880000 sec): 3 clusters
  Score: Raw -792993.966091 + Penalty 2933.273048 = -790060.693043
  nChanged 63
		SP:Iteration 24Q (14130.050000 sec): 3 clusters
  Score: Raw -793009.566900 + Penalty 2933.273048 = -790076.293851
  nChanged 56
		SP:Iteration 25Q (14130.300000 sec): 3 clusters
  Score: Raw -793024.377185 + Penalty 2933.273048 = -790091.104136
  nChanged 49
		SP:Iteration 26Q (14130.550000 sec): 3 clusters
  Score: Raw -793037.777998 + Penalty 2933.273048 = -790104.504949
  nChanged 65
		SP:Iteration 27Q (14130.800000 sec): 3 clusters
  Score: Raw -793055.452569 + Penalty 2933.273048 = -790122.179521
  nChanged 57
		SP:Iteration 28Q (14131.000000 sec): 3 clusters
  Score: Raw -793070.174532 + Penalty 2933.273048 = -790136.901484
  nChanged 49
		SP:Iteration 29Q (14131.240000 sec): 3 clusters
  Score: Raw -793082.669379 + Penalty 2933.273048 = -790149.396331
  nChanged 51
		SP:Iteration 30Q (14131.410000 sec): 3 clusters
  Score: Raw -793095.684877 + Penalty 2933.273048 = -790162.411829
  nChanged 45
		SP:Iteration 31Q (14131.630000 sec): 3 clusters
  Score: Raw -793104.918965 + Penalty 2933.273048 = -790171.645917
  nChanged 45
		SP:Iteration 32Q (14131.790000 sec): 3 clusters
  Score: Raw -793116.431034 + Penalty 2933.273048 = -790183.157986
  nChanged 46
		SP:Iteration 33Q (14131.990000 sec): 3 clusters
  Score: Raw -793126.089057 + Penalty 2933.273048 = -790192.816009
  nChanged 47
		SP:Iteration 34Q (14132.140000 sec): 3 clusters
  Score: Raw -793137.005785 + Penalty 2933.273048 = -790203.732737
  nChanged 38
		SP:Iteration 35Q (14132.380000 sec): 3 clusters
  Score: Raw -793146.965501 + Penalty 2933.273048 = -790213.692453
  nChanged 36
		SP:Iteration 36Q (14132.520000 sec): 3 clusters
  Score: Raw -793152.276218 + Penalty 2933.273048 = -790219.003170
  nChanged 23
		SP:Iteration 37Q (14132.680000 sec): 3 clusters
  Score: Raw -793156.569594 + Penalty 2933.273048 = -790223.296546
  nChanged 21
		SP:Iteration 38Q (14132.850000 sec): 3 clusters
  Score: Raw -793160.983755 + Penalty 2933.273048 = -790227.710707
  nChanged 24
		SP:Iteration 39Q (14133.020000 sec): 3 clusters
  Score: Raw -793167.165979 + Penalty 2933.273048 = -790233.892931
  nChanged 37
		SP:Iteration 40F (14133.180000 sec): 3 clusters
  Score: Raw -793175.407946 + Penalty 2933.273048 = -790242.134898
  nChanged 37
		SP:Iteration 41Q (14133.350000 sec): 3 clusters
  Score: Raw -793184.266826 + Penalty 2933.273048 = -790250.993778
  nChanged 30
		SP:Iteration 42Q (14133.520000 sec): 3 clusters
  Score: Raw -793193.476707 + Penalty 2933.273048 = -790260.203658
  nChanged 39
		SP:Iteration 43Q (14133.680000 sec): 3 clusters
  Score: Raw -793206.195261 + Penalty 2933.273048 = -790272.922213
  nChanged 52
		SP:Iteration 44Q (14133.850000 sec): 3 clusters
  Score: Raw -793221.545016 + Penalty 2933.273048 = -790288.271967
  nChanged 54
		SP:Iteration 45Q (14134.070000 sec): 3 clusters
  Score: Raw -793238.675599 + Penalty 2933.273048 = -790305.402551
  nChanged 56
		SP:Iteration 46Q (14134.240000 sec): 3 clusters
  Score: Raw -793254.599539 + Penalty 2933.273048 = -790321.326491
  nChanged 43
		SP:Iteration 47Q (14134.440000 sec): 3 clusters
  Score: Raw -793266.275622 + Penalty 2933.273048 = -790333.002574
  nChanged 55
		SP:Iteration 48Q (14134.660000 sec): 3 clusters
  Score: Raw -793288.565935 + Penalty 2933.273048 = -790355.292887
  nChanged 75
		SP:Iteration 49Q (14134.880000 sec): 3 clusters
  Score: Raw -793320.944504 + Penalty 2933.273048 = -790387.671456
  nChanged 90
		SP:Iteration 50Q (14135.110000 sec): 3 clusters
  Score: Raw -793362.303904 + Penalty 2933.273048 = -790429.030856
  nChanged 100
		SP:Iteration 51Q (14135.280000 sec): 3 clusters
  Score: Raw -793402.604051 + Penalty 2933.273048 = -790469.331002
  nChanged 93
		SP:Iteration 52Q (14135.480000 sec): 3 clusters
  Score: Raw -793443.241559 + Penalty 2933.273048 = -790509.968510
  nChanged 98
		SP:Iteration 53Q (14135.640000 sec): 3 clusters
  Score: Raw -793488.192544 + Penalty 2933.273048 = -790554.919496
  nChanged 101
		SP:Iteration 54Q (14135.870000 sec): 3 clusters
  Score: Raw -793539.258059 + Penalty 2933.273048 = -790605.985011
  nChanged 111
		SP:Iteration 55Q (14136.030000 sec): 3 clusters
  Score: Raw -793603.000784 + Penalty 2933.273048 = -790669.727736
  nChanged 136
		SP:Iteration 56Q (14136.220000 sec): 3 clusters
  Score: Raw -793674.896816 + Penalty 2933.273048 = -790741.623767
  nChanged 120
		SP:Iteration 57Q (14136.450000 sec): 3 clusters
  Score: Raw -793729.053001 + Penalty 2933.273048 = -790795.779953
  nChanged 84
		SP:Iteration 58Q (14136.590000 sec): 3 clusters
  Score: Raw -793760.021276 + Penalty 2933.273048 = -790826.748228
  nChanged 77
		SP:Iteration 59Q (14136.740000 sec): 3 clusters
  Score: Raw -793784.770198 + Penalty 2933.273048 = -790851.497150
  nChanged 65
		SP:Iteration 60F (14136.960000 sec): 3 clusters
  Score: Raw -793803.434996 + Penalty 2933.273048 = -790870.161948
  nChanged 55
		SP:Iteration 61Q (14137.090000 sec): 3 clusters
  Score: Raw -793822.607409 + Penalty 2933.273048 = -790889.334361
  nChanged 58
		SP:Iteration 62Q (14137.240000 sec): 3 clusters
  Score: Raw -793843.007311 + Penalty 2933.273048 = -790909.734263
  nChanged 48
		SP:Iteration 63Q (14137.400000 sec): 3 clusters
  Score: Raw -793860.738887 + Penalty 2933.273048 = -790927.465838
  nChanged 58
		SP:Iteration 64Q (14137.550000 sec): 3 clusters
  Score: Raw -793879.932061 + Penalty 2933.273048 = -790946.659013
  nChanged 50
		SP:Iteration 65Q (14137.740000 sec): 3 clusters
  Score: Raw -793895.656323 + Penalty 2933.273048 = -790962.383275
  nChanged 54
		SP:Iteration 66Q (14137.890000 sec): 3 clusters
  Score: Raw -793913.716933 + Penalty 2933.273048 = -790980.443884
  nChanged 53
		SP:Iteration 67Q (14138.040000 sec): 3 clusters
  Score: Raw -793928.803701 + Penalty 2933.273048 = -790995.530653
  nChanged 39
		SP:Iteration 68Q (14138.250000 sec): 3 clusters
  Score: Raw -793938.235875 + Penalty 2933.273048 = -791004.962827
  nChanged 36
		SP:Iteration 69Q (14138.440000 sec): 3 clusters
  Score: Raw -793945.754386 + Penalty 2933.273048 = -791012.481338
  nChanged 27
		SP:Iteration 70Q (14138.610000 sec): 3 clusters
  Score: Raw -793951.941650 + Penalty 2933.273048 = -791018.668601
  nChanged 22
		SP:Iteration 71Q (14138.840000 sec): 3 clusters
  Score: Raw -793957.875793 + Penalty 2933.273048 = -791024.602745
  nChanged 26
		SP:Iteration 72Q (14139.040000 sec): 3 clusters
  Score: Raw -793965.284527 + Penalty 2933.273048 = -791032.011479
  nChanged 22
		SP:Iteration 73Q (14139.240000 sec): 3 clusters
  Score: Raw -793971.799735 + Penalty 2933.273048 = -791038.526686
  nChanged 21
		SP:Iteration 74Q (14139.390000 sec): 3 clusters
  Score: Raw -793976.853515 + Penalty 2933.273048 = -791043.580467
  nChanged 20
		SP:Iteration 75Q (14139.530000 sec): 3 clusters
  Score: Raw -793983.574553 + Penalty 2933.273048 = -791050.301504
  nChanged 31
		SP:Iteration 76Q (14139.680000 sec): 3 clusters
  Score: Raw -793992.995207 + Penalty 2933.273048 = -791059.722159
  nChanged 43
		SP:Iteration 77Q (14139.960000 sec): 3 clusters
  Score: Raw -794005.320924 + Penalty 2933.273048 = -791072.047876
  nChanged 37
		SP:Iteration 78Q (14140.140000 sec): 3 clusters
  Score: Raw -794017.022545 + Penalty 2933.273048 = -791083.749497
  nChanged 40
		SP:Iteration 79Q (14140.380000 sec): 3 clusters
  Score: Raw -794032.940200 + Penalty 2933.273048 = -791099.667152
  nChanged 45
		SP:Iteration 80F (14140.590000 sec): 3 clusters
  Score: Raw -794055.984807 + Penalty 2933.273048 = -791122.711758
  nChanged 55
		SP:Iteration 81Q (14140.870000 sec): 3 clusters
  Score: Raw -794084.328752 + Penalty 2933.273048 = -791151.055704
  nChanged 64
		SP:Iteration 82Q (14141.150000 sec): 3 clusters
  Score: Raw -794117.306292 + Penalty 2933.273048 = -791184.033244
  nChanged 71
		SP:Iteration 83Q (14141.360000 sec): 3 clusters
  Score: Raw -794156.349684 + Penalty 2933.273048 = -791223.076636
  nChanged 83
		SP:Iteration 84Q (14141.620000 sec): 3 clusters
  Score: Raw -794195.389649 + Penalty 2933.273048 = -791262.116601
  nChanged 72
		SP:Iteration 85Q (14141.790000 sec): 3 clusters
  Score: Raw -794225.921792 + Penalty 2933.273048 = -791292.648744
  nChanged 52
		SP:Iteration 86Q (14142.040000 sec): 3 clusters
  Score: Raw -794242.448560 + Penalty 2933.273048 = -791309.175512
  nChanged 39
		SP:Iteration 87Q (14142.270000 sec): 3 clusters
  Score: Raw -794252.207339 + Penalty 2933.273048 = -791318.934290
  nChanged 43
		SP:Iteration 88Q (14142.460000 sec): 3 clusters
  Score: Raw -794263.861516 + Penalty 2933.273048 = -791330.588468
  nChanged 35
		SP:Iteration 89Q (14142.720000 sec): 3 clusters
  Score: Raw -794269.620075 + Penalty 2933.273048 = -791336.347027
  nChanged 12
		SP:Iteration 90Q (14142.910000 sec): 3 clusters
  Score: Raw -794271.025681 + Penalty 2933.273048 = -791337.752632
  nChanged 13
		SP:Iteration 91Q (14143.150000 sec): 3 clusters
  Score: Raw -794273.721889 + Penalty 2933.273048 = -791340.448841
  nChanged 8
		SP:Iteration 92Q (14143.320000 sec): 3 clusters
  Score: Raw -794275.496698 + Penalty 2933.273048 = -791342.223649
  nChanged 6
		SP:Iteration 93Q (14143.510000 sec): 3 clusters
  Score: Raw -794276.201417 + Penalty 2933.273048 = -791342.928369
  nChanged 4
		SP:Iteration 94Q (14143.680000 sec): 3 clusters
  Score: Raw -794276.746690 + Penalty 2933.273048 = -791343.473642
  nChanged 2
		SP:Iteration 95Q (14143.890000 sec): 3 clusters
  Score: Raw -794276.931175 + Penalty 2933.273048 = -791343.658127
  nChanged 2
		SP:Iteration 96Q (14144.080000 sec): 3 clusters
  Score: Raw -794277.122286 + Penalty 2933.273048 = -791343.849238
  nChanged 1
		SP:Iteration 97Q (14144.270000 sec): 3 clusters
  Score: Raw -794277.178849 + Penalty 2933.273048 = -791343.905801
  nChanged 0
		SP:Iteration 98F (14144.480000 sec): 3 clusters
  Score: Raw -794277.178849 + Penalty 2933.273048 = -791343.905801
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 13 (4165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14144.590000 sec): 2 clusters
  Score: Raw -392039.535488 + Penalty 1354.351628 = -390685.183860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14144.730000 sec): 3 clusters
  Score: Raw -389946.177601 + Penalty 2708.703255 = -387237.474346
  nChanged 1687
		SP:Iteration 1F (14144.870000 sec): 3 clusters
  Score: Raw -390962.970526 + Penalty 2708.703255 = -388254.267271
  nChanged 381
		SP:Iteration 2F (14145.060000 sec): 3 clusters
  Score: Raw -391288.158352 + Penalty 2708.703255 = -388579.455097
  nChanged 297
		SP:Iteration 3F (14145.270000 sec): 3 clusters
  Score: Raw -391567.843219 + Penalty 2708.703255 = -388859.139963
  nChanged 270
		SP:Iteration 4F (14145.460000 sec): 3 clusters
  Score: Raw -391834.689595 + Penalty 2708.703255 = -389125.986340
  nChanged 242
		SP:Iteration 5F (14145.680000 sec): 3 clusters
  Score: Raw -392039.206086 + Penalty 2708.703255 = -389330.502831
  nChanged 212
		SP:Iteration 6F (14145.940000 sec): 3 clusters
  Score: Raw -392225.811866 + Penalty 2708.703255 = -389517.108610
  nChanged 197
		SP:Iteration 7Q (14146.120000 sec): 3 clusters
  Score: Raw -392390.427336 + Penalty 2708.703255 = -389681.724080
  nChanged 166
		SP:Iteration 8Q (14146.320000 sec): 3 clusters
  Score: Raw -392540.289750 + Penalty 2708.703255 = -389831.586494
  nChanged 148
		SP:Iteration 9Q (14146.510000 sec): 3 clusters
  Score: Raw -392657.532036 + Penalty 2708.703255 = -389948.828781
  nChanged 127
		SP:Iteration 10Q (14146.710000 sec): 3 clusters
  Score: Raw -392753.890057 + Penalty 2708.703255 = -390045.186802
  nChanged 111
		SP:Iteration 11Q (14146.920000 sec): 3 clusters
  Score: Raw -392819.025230 + Penalty 2708.703255 = -390110.321975
  nChanged 83
		SP:Iteration 12Q (14147.120000 sec): 3 clusters
  Score: Raw -392860.164395 + Penalty 2708.703255 = -390151.461140
  nChanged 58
		SP:Iteration 13Q (14147.280000 sec): 3 clusters
  Score: Raw -392887.643988 + Penalty 2708.703255 = -390178.940733
  nChanged 56
		SP:Iteration 14Q (14147.520000 sec): 3 clusters
  Score: Raw -392918.762662 + Penalty 2708.703255 = -390210.059406
  nChanged 41
		SP:Iteration 15Q (14147.700000 sec): 3 clusters
  Score: Raw -392934.544981 + Penalty 2708.703255 = -390225.841725
  nChanged 35
		SP:Iteration 16Q (14147.860000 sec): 3 clusters
  Score: Raw -392945.331827 + Penalty 2708.703255 = -390236.628571
  nChanged 15
		SP:Iteration 17Q (14148.010000 sec): 3 clusters
  Score: Raw -392950.524058 + Penalty 2708.703255 = -390241.820802
  nChanged 13
		SP:Iteration 18Q (14148.220000 sec): 3 clusters
  Score: Raw -392953.397035 + Penalty 2708.703255 = -390244.693780
  nChanged 12
		SP:Iteration 19Q (14148.420000 sec): 3 clusters
  Score: Raw -392957.708301 + Penalty 2708.703255 = -390249.005045
  nChanged 16
		SP:Iteration 20F (14148.610000 sec): 3 clusters
  Score: Raw -392963.485268 + Penalty 2708.703255 = -390254.782013
  nChanged 16
		SP:Iteration 21Q (14148.800000 sec): 3 clusters
  Score: Raw -392968.286685 + Penalty 2708.703255 = -390259.583429
  nChanged 14
		SP:Iteration 22Q (14148.970000 sec): 3 clusters
  Score: Raw -392971.654916 + Penalty 2708.703255 = -390262.951660
  nChanged 7
		SP:Iteration 23Q (14149.170000 sec): 3 clusters
  Score: Raw -392973.641245 + Penalty 2708.703255 = -390264.937990
  nChanged 4
		SP:Iteration 24Q (14149.360000 sec): 3 clusters
  Score: Raw -392974.549891 + Penalty 2708.703255 = -390265.846636
  nChanged 5
		SP:Iteration 25Q (14149.520000 sec): 3 clusters
  Score: Raw -392976.004731 + Penalty 2708.703255 = -390267.301476
  nChanged 2
		SP:Iteration 26Q (14149.710000 sec): 3 clusters
  Score: Raw -392976.899786 + Penalty 2708.703255 = -390268.196531
  nChanged 3
		SP:Iteration 27Q (14149.850000 sec): 3 clusters
  Score: Raw -392977.351047 + Penalty 2708.703255 = -390268.647792
  nChanged 1
		SP:Iteration 28Q (14150.020000 sec): 3 clusters
  Score: Raw -392977.646731 + Penalty 2708.703255 = -390268.943475
  nChanged 1
		SP:Iteration 29Q (14150.180000 sec): 3 clusters
  Score: Raw -392977.851266 + Penalty 2708.703255 = -390269.148010
  nChanged 1
		SP:Iteration 30Q (14150.370000 sec): 3 clusters
  Score: Raw -392977.974240 + Penalty 2708.703255 = -390269.270985
  nChanged 1
		SP:Iteration 31Q (14150.620000 sec): 3 clusters
  Score: Raw -392978.135063 + Penalty 2708.703255 = -390269.431808
  nChanged 1
		SP:Iteration 32Q (14150.760000 sec): 3 clusters
  Score: Raw -392978.380164 + Penalty 2708.703255 = -390269.676909
  nChanged 0
		SP:Iteration 33F (14150.920000 sec): 3 clusters
  Score: Raw -392978.380164 + Penalty 2708.703255 = -390269.676909
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 14 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14151.020000 sec): 2 clusters
  Score: Raw -107663.035500 + Penalty 1154.289835 = -106508.745665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14151.180000 sec): 3 clusters
  Score: Raw -107269.632489 + Penalty 2308.579670 = -104961.052818
  nChanged 426
		SP:Iteration 1F (14151.340000 sec): 3 clusters
  Score: Raw -107732.624954 + Penalty 2308.579670 = -105424.045284
  nChanged 132
		SP:Iteration 2F (14151.520000 sec): 3 clusters
  Score: Raw -107940.678813 + Penalty 2308.579670 = -105632.099143
  nChanged 84
		SP:Iteration 3F (14151.760000 sec): 3 clusters
  Score: Raw -108094.334534 + Penalty 2308.579670 = -105785.754864
  nChanged 59
		SP:Iteration 4Q (14151.920000 sec): 3 clusters
  Score: Raw -108172.409109 + Penalty 2308.579670 = -105863.829438
  nChanged 49
		SP:Iteration 5Q (14152.080000 sec): 3 clusters
  Score: Raw -108232.286098 + Penalty 2308.579670 = -105923.706428
  nChanged 34
		SP:Iteration 6Q (14152.260000 sec): 3 clusters
  Score: Raw -108269.612925 + Penalty 2308.579670 = -105961.033255
  nChanged 28
		SP:Iteration 7Q (14152.420000 sec): 3 clusters
  Score: Raw -108328.388108 + Penalty 2308.579670 = -106019.808438
  nChanged 36
		SP:Iteration 8Q (14152.590000 sec): 3 clusters
  Score: Raw -108417.301291 + Penalty 2308.579670 = -106108.721621
  nChanged 32
		SP:Iteration 9Q (14152.820000 sec): 3 clusters
  Score: Raw -108466.444457 + Penalty 2308.579670 = -106157.864787
  nChanged 18
		SP:Iteration 10Q (14153.040000 sec): 3 clusters
  Score: Raw -108483.402871 + Penalty 2308.579670 = -106174.823201
  nChanged 11
		SP:Iteration 11Q (14153.200000 sec): 3 clusters
  Score: Raw -108496.428344 + Penalty 2308.579670 = -106187.848673
  nChanged 4
		SP:Iteration 12Q (14153.400000 sec): 3 clusters
  Score: Raw -108497.977116 + Penalty 2308.579670 = -106189.397446
  nChanged 1
		SP:Iteration 13Q (14153.580000 sec): 3 clusters
  Score: Raw -108498.264461 + Penalty 2308.579670 = -106189.684790
  nChanged 1
		SP:Iteration 14Q (14153.760000 sec): 3 clusters
  Score: Raw -108498.478027 + Penalty 2308.579670 = -106189.898357
  nChanged 1
		SP:Iteration 15Q (14153.950000 sec): 3 clusters
  Score: Raw -108498.913258 + Penalty 2308.579670 = -106190.333587
  nChanged 1
		SP:Iteration 16Q (14154.140000 sec): 3 clusters
  Score: Raw -108499.076954 + Penalty 2308.579670 = -106190.497283
  nChanged 0
		SP:Iteration 17F (14154.340000 sec): 3 clusters
  Score: Raw -108499.076954 + Penalty 2308.579670 = -106190.497283
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 15 (133288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14154.920000 sec): 2 clusters
  Score: Raw -12800921.403064 + Penalty 1917.543465 = -12799003.859598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14155.650000 sec): 3 clusters
  Score: Raw -12713459.303908 + Penalty 3835.086931 = -12709624.216977
  nChanged 64185
		SP:Iteration 1F (14156.370000 sec): 3 clusters
  Score: Raw -12751606.690910 + Penalty 3835.086931 = -12747771.603979
  nChanged 5418
		SP:Iteration 2Q (14157.340000 sec): 3 clusters
  Score: Raw -12753293.564953 + Penalty 3835.086931 = -12749458.478022
  nChanged 5712
		SP:Iteration 3Q (14158.120000 sec): 3 clusters
  Score: Raw -12755323.420745 + Penalty 3835.086931 = -12751488.333814
  nChanged 6176
		SP:Iteration 4Q (14158.950000 sec): 3 clusters
  Score: Raw -12757796.346236 + Penalty 3835.086931 = -12753961.259305
  nChanged 6671
		SP:Iteration 5F (14159.730000 sec): 3 clusters
  Score: Raw -12760921.560220 + Penalty 3835.086931 = -12757086.473289
  nChanged 7298
		SP:Iteration 6F (14160.490000 sec): 3 clusters
  Score: Raw -12764957.692359 + Penalty 3835.086931 = -12761122.605428
  nChanged 7891
		SP:Iteration 7F (14161.400000 sec): 3 clusters
  Score: Raw -12769750.135106 + Penalty 3835.086931 = -12765915.048175
  nChanged 7838
		SP:Iteration 8F (14162.210000 sec): 3 clusters
  Score: Raw -12774794.987403 + Penalty 3835.086931 = -12770959.900472
  nChanged 7268
		SP:Iteration 9F (14162.980000 sec): 3 clusters
  Score: Raw -12779184.993641 + Penalty 3835.086931 = -12775349.906711
  nChanged 5948
		SP:Iteration 10Q (14163.850000 sec): 3 clusters
  Score: Raw -12781888.370421 + Penalty 3835.086931 = -12778053.283490
  nChanged 4130
		SP:Iteration 11Q (14164.860000 sec): 3 clusters
  Score: Raw -12783167.124726 + Penalty 3835.086931 = -12779332.037795
  nChanged 2749
		SP:Iteration 12Q (14165.970000 sec): 3 clusters
  Score: Raw -12783881.949432 + Penalty 3835.086931 = -12780046.862501
  nChanged 2120
		SP:Iteration 13Q (14166.950000 sec): 3 clusters
  Score: Raw -12784420.362246 + Penalty 3835.086931 = -12780585.275316
  nChanged 1904
		SP:Iteration 14Q (14167.870000 sec): 3 clusters
  Score: Raw -12784935.959813 + Penalty 3835.086931 = -12781100.872882
  nChanged 1890
		SP:Iteration 15Q (14168.700000 sec): 3 clusters
  Score: Raw -12785454.657980 + Penalty 3835.086931 = -12781619.571049
  nChanged 1954
		SP:Iteration 16Q (14169.660000 sec): 3 clusters
  Score: Raw -12785991.342873 + Penalty 3835.086931 = -12782156.255942
  nChanged 1957
		SP:Iteration 17Q (14170.560000 sec): 3 clusters
  Score: Raw -12786553.124028 + Penalty 3835.086931 = -12782718.037097
  nChanged 2021
		SP:Iteration 18Q (14171.440000 sec): 3 clusters
  Score: Raw -12787147.844641 + Penalty 3835.086931 = -12783312.757710
  nChanged 2065
		SP:Iteration 19Q (14172.280000 sec): 3 clusters
  Score: Raw -12787759.959091 + Penalty 3835.086931 = -12783924.872160
  nChanged 2063
		SP:Iteration 20F (14173.030000 sec): 3 clusters
  Score: Raw -12788404.387801 + Penalty 3835.086931 = -12784569.300870
  nChanged 2113
		SP:Iteration 21Q (14173.950000 sec): 3 clusters
  Score: Raw -12789098.798522 + Penalty 3835.086931 = -12785263.711591
  nChanged 2163
		SP:Iteration 22Q (14174.810000 sec): 3 clusters
  Score: Raw -12789820.320462 + Penalty 3835.086931 = -12785985.233531
  nChanged 2173
		SP:Iteration 23Q (14175.670000 sec): 3 clusters
  Score: Raw -12790577.673784 + Penalty 3835.086931 = -12786742.586854
  nChanged 2184
		SP:Iteration 24Q (14176.460000 sec): 3 clusters
  Score: Raw -12791361.085232 + Penalty 3835.086931 = -12787525.998301
  nChanged 2246
		SP:Iteration 25Q (14177.130000 sec): 3 clusters
  Score: Raw -12792189.570745 + Penalty 3835.086931 = -12788354.483814
  nChanged 2188
		SP:Iteration 26Q (14177.930000 sec): 3 clusters
  Score: Raw -12793009.975455 + Penalty 3835.086931 = -12789174.888524
  nChanged 2173
		SP:Iteration 27Q (14178.840000 sec): 3 clusters
  Score: Raw -12793854.830605 + Penalty 3835.086931 = -12790019.743674
  nChanged 2129
		SP:Iteration 28Q (14179.650000 sec): 3 clusters
  Score: Raw -12794700.930786 + Penalty 3835.086931 = -12790865.843855
  nChanged 2068
		SP:Iteration 29Q (14180.500000 sec): 3 clusters
  Score: Raw -12795563.211249 + Penalty 3835.086931 = -12791728.124318
  nChanged 1936
		SP:Iteration 30Q (14181.270000 sec): 3 clusters
  Score: Raw -12796380.034939 + Penalty 3835.086931 = -12792544.948008
  nChanged 1717
		SP:Iteration 31Q (14182.060000 sec): 3 clusters
  Score: Raw -12797075.057166 + Penalty 3835.086931 = -12793239.970235
  nChanged 1608
		SP:Iteration 32Q (14182.830000 sec): 3 clusters
  Score: Raw -12797721.923531 + Penalty 3835.086931 = -12793886.836600
  nChanged 1501
		SP:Iteration 33Q (14183.640000 sec): 3 clusters
  Score: Raw -12798310.682385 + Penalty 3835.086931 = -12794475.595454
  nChanged 1393
		SP:Iteration 34Q (14184.330000 sec): 3 clusters
  Score: Raw -12798858.810478 + Penalty 3835.086931 = -12795023.723547
  nChanged 1225
		SP:Iteration 35Q (14185.000000 sec): 3 clusters
  Score: Raw -12799342.465042 + Penalty 3835.086931 = -12795507.378112
  nChanged 1160
		SP:Iteration 36Q (14185.650000 sec): 3 clusters
  Score: Raw -12799799.150931 + Penalty 3835.086931 = -12795964.064000
  nChanged 1068
		SP:Iteration 37Q (14186.310000 sec): 3 clusters
  Score: Raw -12800215.335875 + Penalty 3835.086931 = -12796380.248944
  nChanged 915
		SP:Iteration 38Q (14187.170000 sec): 3 clusters
  Score: Raw -12800557.540018 + Penalty 3835.086931 = -12796722.453087
  nChanged 780
		SP:Iteration 39Q (14188.130000 sec): 3 clusters
  Score: Raw -12800813.689536 + Penalty 3835.086931 = -12796978.602605
  nChanged 618
		SP:Iteration 40F (14189.070000 sec): 3 clusters
  Score: Raw -12801041.000503 + Penalty 3835.086931 = -12797205.913572
  nChanged 581
		SP:Iteration 41Q (14189.890000 sec): 3 clusters
  Score: Raw -12801226.746273 + Penalty 3835.086931 = -12797391.659342
  nChanged 524
		SP:Iteration 42Q (14190.740000 sec): 3 clusters
  Score: Raw -12801397.619933 + Penalty 3835.086931 = -12797562.533002
  nChanged 456
		SP:Iteration 43Q (14191.420000 sec): 3 clusters
  Score: Raw -12801540.805672 + Penalty 3835.086931 = -12797705.718741
  nChanged 423
		SP:Iteration 44Q (14192.300000 sec): 3 clusters
  Score: Raw -12801665.666531 + Penalty 3835.086931 = -12797830.579600
  nChanged 353
		SP:Iteration 45Q (14193.210000 sec): 3 clusters
  Score: Raw -12801773.468962 + Penalty 3835.086931 = -12797938.382031
  nChanged 338
		SP:Iteration 46Q (14193.900000 sec): 3 clusters
  Score: Raw -12801868.951558 + Penalty 3835.086931 = -12798033.864627
  nChanged 274
		SP:Iteration 47Q (14194.680000 sec): 3 clusters
  Score: Raw -12801940.273924 + Penalty 3835.086931 = -12798105.186993
  nChanged 250
		SP:Iteration 48Q (14195.390000 sec): 3 clusters
  Score: Raw -12802002.236712 + Penalty 3835.086931 = -12798167.149781
  nChanged 224
		SP:Iteration 49Q (14196.180000 sec): 3 clusters
  Score: Raw -12802063.981156 + Penalty 3835.086931 = -12798228.894225
  nChanged 211
		SP:Iteration 50Q (14196.950000 sec): 3 clusters
  Score: Raw -12802115.806482 + Penalty 3835.086931 = -12798280.719551
  nChanged 190
		SP:Iteration 51Q (14197.700000 sec): 3 clusters
  Score: Raw -12802160.066240 + Penalty 3835.086931 = -12798324.979309
  nChanged 173
		SP:Iteration 52Q (14198.420000 sec): 3 clusters
  Score: Raw -12802194.537625 + Penalty 3835.086931 = -12798359.450694
  nChanged 162
		SP:Iteration 53Q (14199.210000 sec): 3 clusters
  Score: Raw -12802227.593796 + Penalty 3835.086931 = -12798392.506865
  nChanged 126
		SP:Iteration 54Q (14199.780000 sec): 3 clusters
  Score: Raw -12802253.919216 + Penalty 3835.086931 = -12798418.832285
  nChanged 110
		SP:Iteration 55Q (14200.380000 sec): 3 clusters
  Score: Raw -12802276.411148 + Penalty 3835.086931 = -12798441.324217
  nChanged 107
		SP:Iteration 56Q (14201.010000 sec): 3 clusters
  Score: Raw -12802299.936839 + Penalty 3835.086931 = -12798464.849908
  nChanged 109
		SP:Iteration 57Q (14201.670000 sec): 3 clusters
  Score: Raw -12802318.986229 + Penalty 3835.086931 = -12798483.899299
  nChanged 94
		SP:Iteration 58Q (14202.540000 sec): 3 clusters
  Score: Raw -12802335.835619 + Penalty 3835.086931 = -12798500.748688
  nChanged 93
		SP:Iteration 59Q (14203.370000 sec): 3 clusters
  Score: Raw -12802355.003297 + Penalty 3835.086931 = -12798519.916366
  nChanged 108
		SP:Iteration 60F (14204.100000 sec): 3 clusters
  Score: Raw -12802375.754625 + Penalty 3835.086931 = -12798540.667694
  nChanged 89
		SP:Iteration 61Q (14204.820000 sec): 3 clusters
  Score: Raw -12802391.331028 + Penalty 3835.086931 = -12798556.244097
  nChanged 67
		SP:Iteration 62Q (14205.460000 sec): 3 clusters
  Score: Raw -12802400.787363 + Penalty 3835.086931 = -12798565.700432
  nChanged 50
		SP:Iteration 63Q (14206.310000 sec): 3 clusters
  Score: Raw -12802409.036740 + Penalty 3835.086931 = -12798573.949810
  nChanged 64
		SP:Iteration 64Q (14207.040000 sec): 3 clusters
  Score: Raw -12802416.835218 + Penalty 3835.086931 = -12798581.748287
  nChanged 36
		SP:Iteration 65Q (14207.790000 sec): 3 clusters
  Score: Raw -12802421.958927 + Penalty 3835.086931 = -12798586.871997
  nChanged 44
		SP:Iteration 66Q (14208.520000 sec): 3 clusters
  Score: Raw -12802430.797996 + Penalty 3835.086931 = -12798595.711065
  nChanged 49
		SP:Iteration 67Q (14209.160000 sec): 3 clusters
  Score: Raw -12802438.106212 + Penalty 3835.086931 = -12798603.019281
  nChanged 34
		SP:Iteration 68Q (14209.840000 sec): 3 clusters
  Score: Raw -12802443.404017 + Penalty 3835.086931 = -12798608.317087
  nChanged 35
		SP:Iteration 69Q (14210.600000 sec): 3 clusters
  Score: Raw -12802448.151578 + Penalty 3835.086931 = -12798613.064647
  nChanged 32
		SP:Iteration 70Q (14211.300000 sec): 3 clusters
  Score: Raw -12802452.686970 + Penalty 3835.086931 = -12798617.600040
  nChanged 29
		SP:Iteration 71Q (14212.160000 sec): 3 clusters
  Score: Raw -12802456.009522 + Penalty 3835.086931 = -12798620.922591
  nChanged 22
		SP:Iteration 72Q (14212.800000 sec): 3 clusters
  Score: Raw -12802458.691872 + Penalty 3835.086931 = -12798623.604941
  nChanged 23
		SP:Iteration 73Q (14213.430000 sec): 3 clusters
  Score: Raw -12802460.976946 + Penalty 3835.086931 = -12798625.890015
  nChanged 24
		SP:Iteration 74Q (14214.270000 sec): 3 clusters
  Score: Raw -12802463.679042 + Penalty 3835.086931 = -12798628.592111
  nChanged 23
		SP:Iteration 75Q (14215.120000 sec): 3 clusters
  Score: Raw -12802466.363837 + Penalty 3835.086931 = -12798631.276906
  nChanged 16
		SP:Iteration 76Q (14215.970000 sec): 3 clusters
  Score: Raw -12802468.166856 + Penalty 3835.086931 = -12798633.079925
  nChanged 15
		SP:Iteration 77Q (14216.940000 sec): 3 clusters
  Score: Raw -12802469.634502 + Penalty 3835.086931 = -12798634.547571
  nChanged 17
		SP:Iteration 78Q (14217.590000 sec): 3 clusters
  Score: Raw -12802471.996672 + Penalty 3835.086931 = -12798636.909741
  nChanged 17
		SP:Iteration 79Q (14218.370000 sec): 3 clusters
  Score: Raw -12802473.550804 + Penalty 3835.086931 = -12798638.463873
  nChanged 12
		SP:Iteration 80F (14219.270000 sec): 3 clusters
  Score: Raw -12802474.552787 + Penalty 3835.086931 = -12798639.465856
  nChanged 9
		SP:Iteration 81Q (14220.060000 sec): 3 clusters
  Score: Raw -12802475.773118 + Penalty 3835.086931 = -12798640.686187
  nChanged 11
		SP:Iteration 82Q (14220.950000 sec): 3 clusters
  Score: Raw -12802476.748951 + Penalty 3835.086931 = -12798641.662020
  nChanged 7
		SP:Iteration 83Q (14221.680000 sec): 3 clusters
  Score: Raw -12802477.489730 + Penalty 3835.086931 = -12798642.402799
  nChanged 6
		SP:Iteration 84Q (14222.420000 sec): 3 clusters
  Score: Raw -12802477.990675 + Penalty 3835.086931 = -12798642.903744
  nChanged 6
		SP:Iteration 85Q (14223.080000 sec): 3 clusters
  Score: Raw -12802478.424105 + Penalty 3835.086931 = -12798643.337174
  nChanged 3
		SP:Iteration 86Q (14223.840000 sec): 3 clusters
  Score: Raw -12802478.868263 + Penalty 3835.086931 = -12798643.781332
  nChanged 6
		SP:Iteration 87Q (14224.560000 sec): 3 clusters
  Score: Raw -12802479.341437 + Penalty 3835.086931 = -12798644.254506
  nChanged 3
		SP:Iteration 88Q (14225.260000 sec): 3 clusters
  Score: Raw -12802479.796189 + Penalty 3835.086931 = -12798644.709258
  nChanged 7
		SP:Iteration 89Q (14225.960000 sec): 3 clusters
  Score: Raw -12802480.599151 + Penalty 3835.086931 = -12798645.512220
  nChanged 9
		SP:Iteration 90Q (14226.590000 sec): 3 clusters
  Score: Raw -12802481.380121 + Penalty 3835.086931 = -12798646.293190
  nChanged 8
		SP:Iteration 91Q (14227.300000 sec): 3 clusters
  Score: Raw -12802481.953311 + Penalty 3835.086931 = -12798646.866380
  nChanged 9
		SP:Iteration 92Q (14228.040000 sec): 3 clusters
  Score: Raw -12802483.056503 + Penalty 3835.086931 = -12798647.969572
  nChanged 9
		SP:Iteration 93Q (14228.720000 sec): 3 clusters
  Score: Raw -12802484.624929 + Penalty 3835.086931 = -12798649.537998
  nChanged 17
		SP:Iteration 94Q (14229.390000 sec): 3 clusters
  Score: Raw -12802486.747911 + Penalty 3835.086931 = -12798651.660980
  nChanged 15
		SP:Iteration 95Q (14230.040000 sec): 3 clusters
  Score: Raw -12802488.507018 + Penalty 3835.086931 = -12798653.420087
  nChanged 12
		SP:Iteration 96Q (14230.690000 sec): 3 clusters
  Score: Raw -12802489.882818 + Penalty 3835.086931 = -12798654.795887
  nChanged 11
		SP:Iteration 97Q (14231.330000 sec): 3 clusters
  Score: Raw -12802491.030410 + Penalty 3835.086931 = -12798655.943479
  nChanged 11
		SP:Iteration 98Q (14232.010000 sec): 3 clusters
  Score: Raw -12802492.041062 + Penalty 3835.086931 = -12798656.954132
  nChanged 10
		SP:Iteration 99Q (14232.840000 sec): 3 clusters
  Score: Raw -12802493.298294 + Penalty 3835.086931 = -12798658.211363
  nChanged 10
		SP:Iteration 100F (14233.670000 sec): 3 clusters
  Score: Raw -12802494.362973 + Penalty 3835.086931 = -12798659.276042
  nChanged 12
		SP:Iteration 101Q (14234.370000 sec): 3 clusters
  Score: Raw -12802495.620005 + Penalty 3835.086931 = -12798660.533074
  nChanged 14
		SP:Iteration 102Q (14235.060000 sec): 3 clusters
  Score: Raw -12802497.082827 + Penalty 3835.086931 = -12798661.995896
  nChanged 15
		SP:Iteration 103Q (14235.930000 sec): 3 clusters
  Score: Raw -12802499.112348 + Penalty 3835.086931 = -12798664.025417
  nChanged 18
		SP:Iteration 104Q (14236.790000 sec): 3 clusters
  Score: Raw -12802501.092138 + Penalty 3835.086931 = -12798666.005207
  nChanged 15
		SP:Iteration 105Q (14237.520000 sec): 3 clusters
  Score: Raw -12802503.087562 + Penalty 3835.086931 = -12798668.000631
  nChanged 13
		SP:Iteration 106Q (14238.270000 sec): 3 clusters
  Score: Raw -12802504.744556 + Penalty 3835.086931 = -12798669.657625
  nChanged 12
		SP:Iteration 107Q (14239.070000 sec): 3 clusters
  Score: Raw -12802505.877432 + Penalty 3835.086931 = -12798670.790501
  nChanged 11
		SP:Iteration 108Q (14239.920000 sec): 3 clusters
  Score: Raw -12802507.053774 + Penalty 3835.086931 = -12798671.966843
  nChanged 12
		SP:Iteration 109Q (14240.920000 sec): 3 clusters
  Score: Raw -12802508.414929 + Penalty 3835.086931 = -12798673.327998
  nChanged 9
		SP:Iteration 110Q (14241.820000 sec): 3 clusters
  Score: Raw -12802509.344756 + Penalty 3835.086931 = -12798674.257825
  nChanged 5
		SP:Iteration 111Q (14242.630000 sec): 3 clusters
  Score: Raw -12802509.817678 + Penalty 3835.086931 = -12798674.730747
  nChanged 5
		SP:Iteration 112Q (14243.270000 sec): 3 clusters
  Score: Raw -12802510.378583 + Penalty 3835.086931 = -12798675.291653
  nChanged 7
		SP:Iteration 113Q (14243.940000 sec): 3 clusters
  Score: Raw -12802511.248443 + Penalty 3835.086931 = -12798676.161513
  nChanged 7
		SP:Iteration 114Q (14244.680000 sec): 3 clusters
  Score: Raw -12802511.956965 + Penalty 3835.086931 = -12798676.870034
  nChanged 6
		SP:Iteration 115Q (14245.390000 sec): 3 clusters
  Score: Raw -12802512.467174 + Penalty 3835.086931 = -12798677.380243
  nChanged 1
		SP:Iteration 116Q (14246.230000 sec): 3 clusters
  Score: Raw -12802512.524623 + Penalty 3835.086931 = -12798677.437692
  nChanged 0
		SP:Iteration 117F (14246.960000 sec): 3 clusters
  Score: Raw -12802512.524623 + Penalty 3835.086931 = -12798677.437692
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 16 (11259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14247.110000 sec): 2 clusters
  Score: Raw -1082098.152759 + Penalty 1515.950002 = -1080582.202757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14247.370000 sec): 3 clusters
  Score: Raw -1075653.859533 + Penalty 3031.900004 = -1072621.959530
  nChanged 4954
		SP:Iteration 1F (14247.560000 sec): 3 clusters
  Score: Raw -1078529.952343 + Penalty 3031.900004 = -1075498.052339
  nChanged 806
		SP:Iteration 2F (14247.830000 sec): 3 clusters
  Score: Raw -1079023.932544 + Penalty 3031.900004 = -1075992.032541
  nChanged 755
		SP:Iteration 3F (14248.030000 sec): 3 clusters
  Score: Raw -1079494.037307 + Penalty 3031.900004 = -1076462.137303
  nChanged 662
		SP:Iteration 4F (14248.260000 sec): 3 clusters
  Score: Raw -1079875.134075 + Penalty 3031.900004 = -1076843.234071
  nChanged 578
		SP:Iteration 5F (14248.490000 sec): 3 clusters
  Score: Raw -1080230.636441 + Penalty 3031.900004 = -1077198.736438
  nChanged 559
		SP:Iteration 6Q (14248.750000 sec): 3 clusters
  Score: Raw -1080571.908000 + Penalty 3031.900004 = -1077540.007997
  nChanged 527
		SP:Iteration 7Q (14248.980000 sec): 3 clusters
  Score: Raw -1080866.387329 + Penalty 3031.900004 = -1077834.487325
  nChanged 432
		SP:Iteration 8Q (14249.210000 sec): 3 clusters
  Score: Raw -1081088.707208 + Penalty 3031.900004 = -1078056.807204
  nChanged 357
		SP:Iteration 9Q (14249.420000 sec): 3 clusters
  Score: Raw -1081258.207631 + Penalty 3031.900004 = -1078226.307628
  nChanged 336
		SP:Iteration 10Q (14249.700000 sec): 3 clusters
  Score: Raw -1081414.298253 + Penalty 3031.900004 = -1078382.398249
  nChanged 300
		SP:Iteration 11Q (14249.960000 sec): 3 clusters
  Score: Raw -1081535.725496 + Penalty 3031.900004 = -1078503.825492
  nChanged 224
		SP:Iteration 12Q (14250.220000 sec): 3 clusters
  Score: Raw -1081619.063904 + Penalty 3031.900004 = -1078587.163900
  nChanged 199
		SP:Iteration 13Q (14250.470000 sec): 3 clusters
  Score: Raw -1081680.112575 + Penalty 3031.900004 = -1078648.212571
  nChanged 158
		SP:Iteration 14Q (14250.720000 sec): 3 clusters
  Score: Raw -1081725.107843 + Penalty 3031.900004 = -1078693.207840
  nChanged 129
		SP:Iteration 15Q (14251.060000 sec): 3 clusters
  Score: Raw -1081760.095229 + Penalty 3031.900004 = -1078728.195225
  nChanged 124
		SP:Iteration 16Q (14251.380000 sec): 3 clusters
  Score: Raw -1081790.772421 + Penalty 3031.900004 = -1078758.872418
  nChanged 120
		SP:Iteration 17Q (14251.630000 sec): 3 clusters
  Score: Raw -1081815.273444 + Penalty 3031.900004 = -1078783.373440
  nChanged 94
		SP:Iteration 18Q (14251.910000 sec): 3 clusters
  Score: Raw -1081833.155078 + Penalty 3031.900004 = -1078801.255074
  nChanged 83
		SP:Iteration 19Q (14252.140000 sec): 3 clusters
  Score: Raw -1081850.817897 + Penalty 3031.900004 = -1078818.917893
  nChanged 73
		SP:Iteration 20F (14252.340000 sec): 3 clusters
  Score: Raw -1081869.309795 + Penalty 3031.900004 = -1078837.409791
  nChanged 76
		SP:Iteration 21Q (14252.550000 sec): 3 clusters
  Score: Raw -1081888.870036 + Penalty 3031.900004 = -1078856.970032
  nChanged 74
		SP:Iteration 22Q (14252.780000 sec): 3 clusters
  Score: Raw -1081906.815278 + Penalty 3031.900004 = -1078874.915274
  nChanged 84
		SP:Iteration 23Q (14253.040000 sec): 3 clusters
  Score: Raw -1081924.788431 + Penalty 3031.900004 = -1078892.888428
  nChanged 69
		SP:Iteration 24Q (14253.280000 sec): 3 clusters
  Score: Raw -1081940.159761 + Penalty 3031.900004 = -1078908.259757
  nChanged 78
		SP:Iteration 25Q (14253.500000 sec): 3 clusters
  Score: Raw -1081958.102537 + Penalty 3031.900004 = -1078926.202534
  nChanged 72
		SP:Iteration 26Q (14253.760000 sec): 3 clusters
  Score: Raw -1081974.039202 + Penalty 3031.900004 = -1078942.139199
  nChanged 61
		SP:Iteration 27Q (14254.000000 sec): 3 clusters
  Score: Raw -1081988.822340 + Penalty 3031.900004 = -1078956.922336
  nChanged 58
		SP:Iteration 28Q (14254.240000 sec): 3 clusters
  Score: Raw -1082000.445831 + Penalty 3031.900004 = -1078968.545827
  nChanged 62
		SP:Iteration 29Q (14254.470000 sec): 3 clusters
  Score: Raw -1082010.988353 + Penalty 3031.900004 = -1078979.088350
  nChanged 43
		SP:Iteration 30Q (14254.700000 sec): 3 clusters
  Score: Raw -1082017.545650 + Penalty 3031.900004 = -1078985.645646
  nChanged 40
		SP:Iteration 31Q (14255.020000 sec): 3 clusters
  Score: Raw -1082023.934227 + Penalty 3031.900004 = -1078992.034223
  nChanged 32
		SP:Iteration 32Q (14255.230000 sec): 3 clusters
  Score: Raw -1082028.735987 + Penalty 3031.900004 = -1078996.835984
  nChanged 34
		SP:Iteration 33Q (14255.450000 sec): 3 clusters
  Score: Raw -1082034.106422 + Penalty 3031.900004 = -1079002.206418
  nChanged 44
		SP:Iteration 34Q (14255.700000 sec): 3 clusters
  Score: Raw -1082040.839275 + Penalty 3031.900004 = -1079008.939272
  nChanged 30
		SP:Iteration 35Q (14255.940000 sec): 3 clusters
  Score: Raw -1082045.486103 + Penalty 3031.900004 = -1079013.586100
  nChanged 34
		SP:Iteration 36Q (14256.220000 sec): 3 clusters
  Score: Raw -1082051.168940 + Penalty 3031.900004 = -1079019.268936
  nChanged 38
		SP:Iteration 37Q (14256.490000 sec): 3 clusters
  Score: Raw -1082056.286064 + Penalty 3031.900004 = -1079024.386061
  nChanged 29
		SP:Iteration 38Q (14256.650000 sec): 3 clusters
  Score: Raw -1082059.560359 + Penalty 3031.900004 = -1079027.660355
  nChanged 24
		SP:Iteration 39Q (14256.890000 sec): 3 clusters
  Score: Raw -1082063.328960 + Penalty 3031.900004 = -1079031.428956
  nChanged 26
		SP:Iteration 40F (14257.150000 sec): 3 clusters
  Score: Raw -1082067.741796 + Penalty 3031.900004 = -1079035.841793
  nChanged 36
		SP:Iteration 41Q (14257.350000 sec): 3 clusters
  Score: Raw -1082075.554546 + Penalty 3031.900004 = -1079043.654543
  nChanged 41
		SP:Iteration 42Q (14257.580000 sec): 3 clusters
  Score: Raw -1082086.487074 + Penalty 3031.900004 = -1079054.587070
  nChanged 51
		SP:Iteration 43Q (14257.880000 sec): 3 clusters
  Score: Raw -1082095.425218 + Penalty 3031.900004 = -1079063.525215
  nChanged 45
		SP:Iteration 44Q (14258.120000 sec): 3 clusters
  Score: Raw -1082105.521750 + Penalty 3031.900004 = -1079073.621746
  nChanged 52
		SP:Iteration 45Q (14258.320000 sec): 3 clusters
  Score: Raw -1082118.764435 + Penalty 3031.900004 = -1079086.864431
  nChanged 73
		SP:Iteration 46Q (14258.560000 sec): 3 clusters
  Score: Raw -1082139.128342 + Penalty 3031.900004 = -1079107.228339
  nChanged 74
		SP:Iteration 47Q (14258.780000 sec): 3 clusters
  Score: Raw -1082162.078043 + Penalty 3031.900004 = -1079130.178039
  nChanged 93
		SP:Iteration 48Q (14259.020000 sec): 3 clusters
  Score: Raw -1082192.520978 + Penalty 3031.900004 = -1079160.620975
  nChanged 97
		SP:Iteration 49Q (14259.290000 sec): 3 clusters
  Score: Raw -1082228.869145 + Penalty 3031.900004 = -1079196.969141
  nChanged 115
		SP:Iteration 50Q (14259.530000 sec): 3 clusters
  Score: Raw -1082273.807433 + Penalty 3031.900004 = -1079241.907429
  nChanged 123
		SP:Iteration 51Q (14259.760000 sec): 3 clusters
  Score: Raw -1082327.086898 + Penalty 3031.900004 = -1079295.186895
  nChanged 127
		SP:Iteration 52Q (14259.950000 sec): 3 clusters
  Score: Raw -1082376.270092 + Penalty 3031.900004 = -1079344.370088
  nChanged 127
		SP:Iteration 53Q (14260.170000 sec): 3 clusters
  Score: Raw -1082426.756311 + Penalty 3031.900004 = -1079394.856307
  nChanged 112
		SP:Iteration 54Q (14260.430000 sec): 3 clusters
  Score: Raw -1082465.999403 + Penalty 3031.900004 = -1079434.099400
  nChanged 108
		SP:Iteration 55Q (14260.660000 sec): 3 clusters
  Score: Raw -1082505.843502 + Penalty 3031.900004 = -1079473.943498
  nChanged 114
		SP:Iteration 56Q (14260.860000 sec): 3 clusters
  Score: Raw -1082547.801958 + Penalty 3031.900004 = -1079515.901954
  nChanged 114
		SP:Iteration 57Q (14261.100000 sec): 3 clusters
  Score: Raw -1082595.598153 + Penalty 3031.900004 = -1079563.698149
  nChanged 103
		SP:Iteration 58Q (14261.340000 sec): 3 clusters
  Score: Raw -1082644.835926 + Penalty 3031.900004 = -1079612.935923
  nChanged 124
		SP:Iteration 59Q (14261.550000 sec): 3 clusters
  Score: Raw -1082699.281740 + Penalty 3031.900004 = -1079667.381737
  nChanged 103
		SP:Iteration 60F (14261.790000 sec): 3 clusters
  Score: Raw -1082737.879451 + Penalty 3031.900004 = -1079705.979448
  nChanged 84
		SP:Iteration 61Q (14262.010000 sec): 3 clusters
  Score: Raw -1082766.687684 + Penalty 3031.900004 = -1079734.787680
  nChanged 67
		SP:Iteration 62Q (14262.210000 sec): 3 clusters
  Score: Raw -1082791.275433 + Penalty 3031.900004 = -1079759.375430
  nChanged 67
		SP:Iteration 63Q (14262.440000 sec): 3 clusters
  Score: Raw -1082813.710755 + Penalty 3031.900004 = -1079781.810751
  nChanged 59
		SP:Iteration 64Q (14262.670000 sec): 3 clusters
  Score: Raw -1082831.202437 + Penalty 3031.900004 = -1079799.302433
  nChanged 50
		SP:Iteration 65Q (14262.930000 sec): 3 clusters
  Score: Raw -1082844.938307 + Penalty 3031.900004 = -1079813.038304
  nChanged 25
		SP:Iteration 66Q (14263.170000 sec): 3 clusters
  Score: Raw -1082851.200447 + Penalty 3031.900004 = -1079819.300443
  nChanged 23
		SP:Iteration 67Q (14263.370000 sec): 3 clusters
  Score: Raw -1082858.169132 + Penalty 3031.900004 = -1079826.269129
  nChanged 27
		SP:Iteration 68Q (14263.620000 sec): 3 clusters
  Score: Raw -1082868.708647 + Penalty 3031.900004 = -1079836.808643
  nChanged 28
		SP:Iteration 69Q (14263.890000 sec): 3 clusters
  Score: Raw -1082875.783511 + Penalty 3031.900004 = -1079843.883507
  nChanged 24
		SP:Iteration 70Q (14264.100000 sec): 3 clusters
  Score: Raw -1082882.111735 + Penalty 3031.900004 = -1079850.211731
  nChanged 19
		SP:Iteration 71Q (14264.290000 sec): 3 clusters
  Score: Raw -1082887.540406 + Penalty 3031.900004 = -1079855.640402
  nChanged 16
		SP:Iteration 72Q (14264.520000 sec): 3 clusters
  Score: Raw -1082891.601179 + Penalty 3031.900004 = -1079859.701176
  nChanged 16
		SP:Iteration 73Q (14264.740000 sec): 3 clusters
  Score: Raw -1082895.751210 + Penalty 3031.900004 = -1079863.851207
  nChanged 11
		SP:Iteration 74Q (14265.030000 sec): 3 clusters
  Score: Raw -1082898.079715 + Penalty 3031.900004 = -1079866.179712
  nChanged 9
		SP:Iteration 75Q (14265.250000 sec): 3 clusters
  Score: Raw -1082899.437788 + Penalty 3031.900004 = -1079867.537784
  nChanged 6
		SP:Iteration 76Q (14265.440000 sec): 3 clusters
  Score: Raw -1082900.472987 + Penalty 3031.900004 = -1079868.572984
  nChanged 3
		SP:Iteration 77Q (14265.610000 sec): 3 clusters
  Score: Raw -1082901.207348 + Penalty 3031.900004 = -1079869.307345
  nChanged 5
		SP:Iteration 78Q (14265.830000 sec): 3 clusters
  Score: Raw -1082902.016329 + Penalty 3031.900004 = -1079870.116325
  nChanged 5
		SP:Iteration 79Q (14266.010000 sec): 3 clusters
  Score: Raw -1082904.179676 + Penalty 3031.900004 = -1079872.279672
  nChanged 7
		SP:Iteration 80F (14266.240000 sec): 3 clusters
  Score: Raw -1082905.684101 + Penalty 3031.900004 = -1079873.784097
  nChanged 8
		SP:Iteration 81Q (14266.460000 sec): 3 clusters
  Score: Raw -1082906.794934 + Penalty 3031.900004 = -1079874.894931
  nChanged 5
		SP:Iteration 82Q (14266.640000 sec): 3 clusters
  Score: Raw -1082907.412661 + Penalty 3031.900004 = -1079875.512657
  nChanged 1
		SP:Iteration 83Q (14266.860000 sec): 3 clusters
  Score: Raw -1082907.581507 + Penalty 3031.900004 = -1079875.681504
  nChanged 1
		SP:Iteration 84Q (14267.110000 sec): 3 clusters
  Score: Raw -1082907.689411 + Penalty 3031.900004 = -1079875.789407
  nChanged 1
		SP:Iteration 85Q (14267.300000 sec): 3 clusters
  Score: Raw -1082908.297184 + Penalty 3031.900004 = -1079876.397180
  nChanged 2
		SP:Iteration 86Q (14267.480000 sec): 3 clusters
  Score: Raw -1082908.592297 + Penalty 3031.900004 = -1079876.692293
  nChanged 3
		SP:Iteration 87Q (14267.650000 sec): 3 clusters
  Score: Raw -1082908.865618 + Penalty 3031.900004 = -1079876.965614
  nChanged 0
		SP:Iteration 88F (14267.870000 sec): 3 clusters
  Score: Raw -1082908.865618 + Penalty 3031.900004 = -1079876.965614
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 17 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14267.970000 sec): 2 clusters
  Score: Raw -184855.717746 + Penalty 1215.844325 = -183639.873421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14268.140000 sec): 3 clusters
  Score: Raw -184112.492052 + Penalty 2431.688650 = -181680.803402
  nChanged 621
		SP:Iteration 1F (14268.360000 sec): 3 clusters
  Score: Raw -184529.617269 + Penalty 2431.688650 = -182097.928618
  nChanged 152
		SP:Iteration 2F (14268.540000 sec): 3 clusters
  Score: Raw -184651.709390 + Penalty 2431.688650 = -182220.020740
  nChanged 70
		SP:Iteration 3Q (14268.700000 sec): 3 clusters
  Score: Raw -184697.162561 + Penalty 2431.688650 = -182265.473910
  nChanged 39
		SP:Iteration 4Q (14268.880000 sec): 3 clusters
  Score: Raw -184729.678026 + Penalty 2431.688650 = -182297.989376
  nChanged 33
		SP:Iteration 5Q (14269.080000 sec): 3 clusters
  Score: Raw -184750.389394 + Penalty 2431.688650 = -182318.700743
  nChanged 29
		SP:Iteration 6Q (14269.250000 sec): 3 clusters
  Score: Raw -184768.402369 + Penalty 2431.688650 = -182336.713719
  nChanged 26
		SP:Iteration 7Q (14269.380000 sec): 3 clusters
  Score: Raw -184789.441497 + Penalty 2431.688650 = -182357.752847
  nChanged 30
		SP:Iteration 8Q (14269.510000 sec): 3 clusters
  Score: Raw -184808.391125 + Penalty 2431.688650 = -182376.702475
  nChanged 20
		SP:Iteration 9Q (14269.660000 sec): 3 clusters
  Score: Raw -184822.406904 + Penalty 2431.688650 = -182390.718254
  nChanged 18
		SP:Iteration 10Q (14269.790000 sec): 3 clusters
  Score: Raw -184833.045444 + Penalty 2431.688650 = -182401.356794
  nChanged 15
		SP:Iteration 11Q (14269.920000 sec): 3 clusters
  Score: Raw -184842.245499 + Penalty 2431.688650 = -182410.556849
  nChanged 14
		SP:Iteration 12Q (14270.080000 sec): 3 clusters
  Score: Raw -184850.476379 + Penalty 2431.688650 = -182418.787729
  nChanged 11
		SP:Iteration 13Q (14270.300000 sec): 3 clusters
  Score: Raw -184859.410284 + Penalty 2431.688650 = -182427.721634
  nChanged 12
		SP:Iteration 14Q (14270.500000 sec): 3 clusters
  Score: Raw -184866.251076 + Penalty 2431.688650 = -182434.562426
  nChanged 16
		SP:Iteration 15Q (14270.650000 sec): 3 clusters
  Score: Raw -184876.516653 + Penalty 2431.688650 = -182444.828003
  nChanged 11
		SP:Iteration 16Q (14270.790000 sec): 3 clusters
  Score: Raw -184883.457545 + Penalty 2431.688650 = -182451.768895
  nChanged 9
		SP:Iteration 17Q (14270.960000 sec): 3 clusters
  Score: Raw -184889.215137 + Penalty 2431.688650 = -182457.526487
  nChanged 6
		SP:Iteration 18Q (14271.150000 sec): 3 clusters
  Score: Raw -184893.002818 + Penalty 2431.688650 = -182461.314168
  nChanged 5
		SP:Iteration 19Q (14271.350000 sec): 3 clusters
  Score: Raw -184897.441122 + Penalty 2431.688650 = -182465.752472
  nChanged 8
		SP:Iteration 20F (14271.530000 sec): 3 clusters
  Score: Raw -184902.614841 + Penalty 2431.688650 = -182470.926191
  nChanged 4
		SP:Iteration 21Q (14271.710000 sec): 3 clusters
  Score: Raw -184904.900188 + Penalty 2431.688650 = -182473.211538
  nChanged 4
		SP:Iteration 22Q (14271.900000 sec): 3 clusters
  Score: Raw -184906.998209 + Penalty 2431.688650 = -182475.309558
  nChanged 2
		SP:Iteration 23Q (14272.080000 sec): 3 clusters
  Score: Raw -184907.642280 + Penalty 2431.688650 = -182475.953630
  nChanged 1
		SP:Iteration 24Q (14272.250000 sec): 3 clusters
  Score: Raw -184907.962202 + Penalty 2431.688650 = -182476.273552
  nChanged 1
		SP:Iteration 25Q (14272.420000 sec): 3 clusters
  Score: Raw -184909.005211 + Penalty 2431.688650 = -182477.316561
  nChanged 4
		SP:Iteration 26Q (14272.560000 sec): 3 clusters
  Score: Raw -184910.996892 + Penalty 2431.688650 = -182479.308241
  nChanged 4
		SP:Iteration 27Q (14272.700000 sec): 3 clusters
  Score: Raw -184913.599703 + Penalty 2431.688650 = -182481.911053
  nChanged 2
		SP:Iteration 28Q (14272.860000 sec): 3 clusters
  Score: Raw -184914.127505 + Penalty 2431.688650 = -182482.438855
  nChanged 0
		SP:Iteration 29F (14272.980000 sec): 3 clusters
  Score: Raw -184914.127505 + Penalty 2431.688650 = -182482.438855
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 18 (116945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14273.640000 sec): 2 clusters
  Score: Raw -12259720.622145 + Penalty 1896.287090 = -12257824.335055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14274.380000 sec): 3 clusters
  Score: Raw -12183290.985549 + Penalty 3792.574181 = -12179498.411369
  nChanged 56247
		SP:Iteration 1F (14275.120000 sec): 3 clusters
  Score: Raw -12216726.803104 + Penalty 3792.574181 = -12212934.228924
  nChanged 4016
		SP:Iteration 2Q (14275.900000 sec): 3 clusters
  Score: Raw -12217756.391650 + Penalty 3792.574181 = -12213963.817469
  nChanged 4344
		SP:Iteration 3Q (14276.780000 sec): 3 clusters
  Score: Raw -12219046.030859 + Penalty 3792.574181 = -12215253.456678
  nChanged 4839
		SP:Iteration 4Q (14277.590000 sec): 3 clusters
  Score: Raw -12220755.720181 + Penalty 3792.574181 = -12216963.146000
  nChanged 5674
		SP:Iteration 5Q (14278.360000 sec): 3 clusters
  Score: Raw -12223187.132657 + Penalty 3792.574181 = -12219394.558476
  nChanged 6545
		SP:Iteration 6F (14279.120000 sec): 3 clusters
  Score: Raw -12226637.088939 + Penalty 3792.574181 = -12222844.514759
  nChanged 7692
		SP:Iteration 7F (14279.800000 sec): 3 clusters
  Score: Raw -12231596.775721 + Penalty 3792.574181 = -12227804.201541
  nChanged 7858
		SP:Iteration 8F (14280.550000 sec): 3 clusters
  Score: Raw -12237514.045268 + Penalty 3792.574181 = -12233721.471087
  nChanged 6978
		SP:Iteration 9F (14281.370000 sec): 3 clusters
  Score: Raw -12243452.591903 + Penalty 3792.574181 = -12239660.017722
  nChanged 5501
		SP:Iteration 10Q (14282.310000 sec): 3 clusters
  Score: Raw -12248301.727486 + Penalty 3792.574181 = -12244509.153305
  nChanged 3953
		SP:Iteration 11Q (14283.110000 sec): 3 clusters
  Score: Raw -12251483.833341 + Penalty 3792.574181 = -12247691.259160
  nChanged 2786
		SP:Iteration 12Q (14283.780000 sec): 3 clusters
  Score: Raw -12253291.243781 + Penalty 3792.574181 = -12249498.669600
  nChanged 1964
		SP:Iteration 13Q (14284.470000 sec): 3 clusters
  Score: Raw -12254349.676017 + Penalty 3792.574181 = -12250557.101836
  nChanged 1600
		SP:Iteration 14Q (14285.210000 sec): 3 clusters
  Score: Raw -12255115.293552 + Penalty 3792.574181 = -12251322.719372
  nChanged 1429
		SP:Iteration 15Q (14285.880000 sec): 3 clusters
  Score: Raw -12255775.471214 + Penalty 3792.574181 = -12251982.897034
  nChanged 1322
		SP:Iteration 16Q (14286.610000 sec): 3 clusters
  Score: Raw -12256380.722452 + Penalty 3792.574181 = -12252588.148272
  nChanged 1265
		SP:Iteration 17Q (14287.190000 sec): 3 clusters
  Score: Raw -12256950.923134 + Penalty 3792.574181 = -12253158.348954
  nChanged 1080
		SP:Iteration 18Q (14287.710000 sec): 3 clusters
  Score: Raw -12257436.059536 + Penalty 3792.574181 = -12253643.485355
  nChanged 952
		SP:Iteration 19Q (14288.250000 sec): 3 clusters
  Score: Raw -12257884.474192 + Penalty 3792.574181 = -12254091.900011
  nChanged 889
		SP:Iteration 20F (14288.830000 sec): 3 clusters
  Score: Raw -12258318.134681 + Penalty 3792.574181 = -12254525.560500
  nChanged 734
		SP:Iteration 21Q (14289.420000 sec): 3 clusters
  Score: Raw -12258673.487193 + Penalty 3792.574181 = -12254880.913012
  nChanged 631
		SP:Iteration 22Q (14290.060000 sec): 3 clusters
  Score: Raw -12258996.614702 + Penalty 3792.574181 = -12255204.040521
  nChanged 521
		SP:Iteration 23Q (14290.770000 sec): 3 clusters
  Score: Raw -12259266.385032 + Penalty 3792.574181 = -12255473.810852
  nChanged 389
		SP:Iteration 24Q (14291.390000 sec): 3 clusters
  Score: Raw -12259453.260039 + Penalty 3792.574181 = -12255660.685858
  nChanged 279
		SP:Iteration 25Q (14291.990000 sec): 3 clusters
  Score: Raw -12259601.707386 + Penalty 3792.574181 = -12255809.133205
  nChanged 236
		SP:Iteration 26Q (14292.730000 sec): 3 clusters
  Score: Raw -12259730.391421 + Penalty 3792.574181 = -12255937.817240
  nChanged 182
		SP:Iteration 27Q (14293.570000 sec): 3 clusters
  Score: Raw -12259824.328876 + Penalty 3792.574181 = -12256031.754695
  nChanged 119
		SP:Iteration 28Q (14294.400000 sec): 3 clusters
  Score: Raw -12259889.544673 + Penalty 3792.574181 = -12256096.970492
  nChanged 104
		SP:Iteration 29Q (14295.240000 sec): 3 clusters
  Score: Raw -12259942.799278 + Penalty 3792.574181 = -12256150.225098
  nChanged 81
		SP:Iteration 30Q (14295.840000 sec): 3 clusters
  Score: Raw -12259979.681251 + Penalty 3792.574181 = -12256187.107070
  nChanged 68
		SP:Iteration 31Q (14296.450000 sec): 3 clusters
  Score: Raw -12260012.313197 + Penalty 3792.574181 = -12256219.739016
  nChanged 46
		SP:Iteration 32Q (14297.200000 sec): 3 clusters
  Score: Raw -12260030.465103 + Penalty 3792.574181 = -12256237.890923
  nChanged 42
		SP:Iteration 33Q (14297.860000 sec): 3 clusters
  Score: Raw -12260045.503209 + Penalty 3792.574181 = -12256252.929028
  nChanged 24
		SP:Iteration 34Q (14298.570000 sec): 3 clusters
  Score: Raw -12260054.324481 + Penalty 3792.574181 = -12256261.750300
  nChanged 17
		SP:Iteration 35Q (14299.190000 sec): 3 clusters
  Score: Raw -12260061.057588 + Penalty 3792.574181 = -12256268.483408
  nChanged 20
		SP:Iteration 36Q (14299.770000 sec): 3 clusters
  Score: Raw -12260071.024204 + Penalty 3792.574181 = -12256278.450024
  nChanged 18
		SP:Iteration 37Q (14300.380000 sec): 3 clusters
  Score: Raw -12260076.805828 + Penalty 3792.574181 = -12256284.231647
  nChanged 17
		SP:Iteration 38Q (14300.940000 sec): 3 clusters
  Score: Raw -12260086.203590 + Penalty 3792.574181 = -12256293.629409
  nChanged 21
		SP:Iteration 39Q (14301.580000 sec): 3 clusters
  Score: Raw -12260094.936523 + Penalty 3792.574181 = -12256302.362342
  nChanged 13
		SP:Iteration 40F (14302.270000 sec): 3 clusters
  Score: Raw -12260100.225516 + Penalty 3792.574181 = -12256307.651335
  nChanged 14
		SP:Iteration 41Q (14302.950000 sec): 3 clusters
  Score: Raw -12260106.241620 + Penalty 3792.574181 = -12256313.667439
  nChanged 17
		SP:Iteration 42Q (14303.570000 sec): 3 clusters
  Score: Raw -12260113.877615 + Penalty 3792.574181 = -12256321.303434
  nChanged 12
		SP:Iteration 43Q (14304.190000 sec): 3 clusters
  Score: Raw -12260118.577940 + Penalty 3792.574181 = -12256326.003759
  nChanged 10
		SP:Iteration 44Q (14304.830000 sec): 3 clusters
  Score: Raw -12260121.528490 + Penalty 3792.574181 = -12256328.954310
  nChanged 8
		SP:Iteration 45Q (14305.450000 sec): 3 clusters
  Score: Raw -12260124.282225 + Penalty 3792.574181 = -12256331.708044
  nChanged 5
		SP:Iteration 46Q (14306.150000 sec): 3 clusters
  Score: Raw -12260125.565835 + Penalty 3792.574181 = -12256332.991655
  nChanged 3
		SP:Iteration 47Q (14306.770000 sec): 3 clusters
  Score: Raw -12260126.448966 + Penalty 3792.574181 = -12256333.874785
  nChanged 2
		SP:Iteration 48Q (14307.280000 sec): 3 clusters
  Score: Raw -12260127.852044 + Penalty 3792.574181 = -12256335.277863
  nChanged 3
		SP:Iteration 49Q (14307.800000 sec): 3 clusters
  Score: Raw -12260128.832914 + Penalty 3792.574181 = -12256336.258734
  nChanged 1
		SP:Iteration 50Q (14308.350000 sec): 3 clusters
  Score: Raw -12260129.229176 + Penalty 3792.574181 = -12256336.654996
  nChanged 1
		SP:Iteration 51Q (14308.910000 sec): 3 clusters
  Score: Raw -12260129.515990 + Penalty 3792.574181 = -12256336.941810
  nChanged 1
		SP:Iteration 52Q (14309.550000 sec): 3 clusters
  Score: Raw -12260129.968089 + Penalty 3792.574181 = -12256337.393908
  nChanged 0
		SP:Iteration 53F (14310.230000 sec): 3 clusters
  Score: Raw -12260129.968089 + Penalty 3792.574181 = -12256337.393908
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 19 (41154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14310.490000 sec): 2 clusters
  Score: Raw -4397891.228652 + Penalty 1726.574916 = -4396164.653736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14310.910000 sec): 3 clusters
  Score: Raw -4371958.043995 + Penalty 3453.149832 = -4368504.894163
  nChanged 19255
		SP:Iteration 1F (14311.260000 sec): 3 clusters
  Score: Raw -4383120.245726 + Penalty 3453.149832 = -4379667.095894
  nChanged 2107
		SP:Iteration 2F (14311.610000 sec): 3 clusters
  Score: Raw -4384177.836468 + Penalty 3453.149832 = -4380724.686635
  nChanged 2394
		SP:Iteration 3F (14311.940000 sec): 3 clusters
  Score: Raw -4385558.897124 + Penalty 3453.149832 = -4382105.747292
  nChanged 2553
		SP:Iteration 4F (14312.310000 sec): 3 clusters
  Score: Raw -4387215.368299 + Penalty 3453.149832 = -4383762.218467
  nChanged 2583
		SP:Iteration 5F (14312.680000 sec): 3 clusters
  Score: Raw -4388974.703433 + Penalty 3453.149832 = -4385521.553600
  nChanged 2351
		SP:Iteration 6F (14313.060000 sec): 3 clusters
  Score: Raw -4390563.839916 + Penalty 3453.149832 = -4387110.690084
  nChanged 2073
		SP:Iteration 7F (14313.460000 sec): 3 clusters
  Score: Raw -4391963.109764 + Penalty 3453.149832 = -4388509.959931
  nChanged 1756
		SP:Iteration 8Q (14313.850000 sec): 3 clusters
  Score: Raw -4393139.889309 + Penalty 3453.149832 = -4389686.739477
  nChanged 1451
		SP:Iteration 9Q (14314.250000 sec): 3 clusters
  Score: Raw -4394038.652452 + Penalty 3453.149832 = -4390585.502620
  nChanged 1179
		SP:Iteration 10Q (14314.600000 sec): 3 clusters
  Score: Raw -4394703.757933 + Penalty 3453.149832 = -4391250.608101
  nChanged 924
		SP:Iteration 11Q (14315.050000 sec): 3 clusters
  Score: Raw -4395207.724867 + Penalty 3453.149832 = -4391754.575035
  nChanged 753
		SP:Iteration 12Q (14315.450000 sec): 3 clusters
  Score: Raw -4395599.166736 + Penalty 3453.149832 = -4392146.016904
  nChanged 646
		SP:Iteration 13Q (14315.790000 sec): 3 clusters
  Score: Raw -4395911.784672 + Penalty 3453.149832 = -4392458.634840
  nChanged 590
		SP:Iteration 14Q (14316.160000 sec): 3 clusters
  Score: Raw -4396210.566408 + Penalty 3453.149832 = -4392757.416576
  nChanged 545
		SP:Iteration 15Q (14316.510000 sec): 3 clusters
  Score: Raw -4396476.183837 + Penalty 3453.149832 = -4393023.034005
  nChanged 479
		SP:Iteration 16Q (14316.810000 sec): 3 clusters
  Score: Raw -4396692.060016 + Penalty 3453.149832 = -4393238.910184
  nChanged 403
		SP:Iteration 17Q (14317.240000 sec): 3 clusters
  Score: Raw -4396881.521397 + Penalty 3453.149832 = -4393428.371565
  nChanged 385
		SP:Iteration 18Q (14317.640000 sec): 3 clusters
  Score: Raw -4397064.651942 + Penalty 3453.149832 = -4393611.502109
  nChanged 339
		SP:Iteration 19Q (14318.020000 sec): 3 clusters
  Score: Raw -4397235.768225 + Penalty 3453.149832 = -4393782.618393
  nChanged 285
		SP:Iteration 20F (14318.420000 sec): 3 clusters
  Score: Raw -4397381.758382 + Penalty 3453.149832 = -4393928.608550
  nChanged 266
		SP:Iteration 21Q (14318.770000 sec): 3 clusters
  Score: Raw -4397517.018691 + Penalty 3453.149832 = -4394063.868859
  nChanged 241
		SP:Iteration 22Q (14319.210000 sec): 3 clusters
  Score: Raw -4397641.481088 + Penalty 3453.149832 = -4394188.331256
  nChanged 202
		SP:Iteration 23Q (14319.580000 sec): 3 clusters
  Score: Raw -4397744.571113 + Penalty 3453.149832 = -4394291.421281
  nChanged 160
		SP:Iteration 24Q (14319.950000 sec): 3 clusters
  Score: Raw -4397825.615912 + Penalty 3453.149832 = -4394372.466079
  nChanged 126
		SP:Iteration 25Q (14320.320000 sec): 3 clusters
  Score: Raw -4397890.573934 + Penalty 3453.149832 = -4394437.424102
  nChanged 106
		SP:Iteration 26Q (14320.690000 sec): 3 clusters
  Score: Raw -4397938.712537 + Penalty 3453.149832 = -4394485.562705
  nChanged 102
		SP:Iteration 27Q (14321.070000 sec): 3 clusters
  Score: Raw -4397982.728593 + Penalty 3453.149832 = -4394529.578761
  nChanged 74
		SP:Iteration 28Q (14321.390000 sec): 3 clusters
  Score: Raw -4398016.515514 + Penalty 3453.149832 = -4394563.365682
  nChanged 73
		SP:Iteration 29Q (14321.710000 sec): 3 clusters
  Score: Raw -4398045.273484 + Penalty 3453.149832 = -4394592.123652
  nChanged 57
		SP:Iteration 30Q (14322.080000 sec): 3 clusters
  Score: Raw -4398072.046801 + Penalty 3453.149832 = -4394618.896969
  nChanged 51
		SP:Iteration 31Q (14322.430000 sec): 3 clusters
  Score: Raw -4398095.423699 + Penalty 3453.149832 = -4394642.273867
  nChanged 41
		SP:Iteration 32Q (14322.840000 sec): 3 clusters
  Score: Raw -4398114.346672 + Penalty 3453.149832 = -4394661.196840
  nChanged 31
		SP:Iteration 33Q (14323.250000 sec): 3 clusters
  Score: Raw -4398126.927655 + Penalty 3453.149832 = -4394673.777823
  nChanged 32
		SP:Iteration 34Q (14323.630000 sec): 3 clusters
  Score: Raw -4398140.915495 + Penalty 3453.149832 = -4394687.765663
  nChanged 28
		SP:Iteration 35Q (14323.980000 sec): 3 clusters
  Score: Raw -4398153.365539 + Penalty 3453.149832 = -4394700.215707
  nChanged 25
		SP:Iteration 36Q (14324.300000 sec): 3 clusters
  Score: Raw -4398166.826069 + Penalty 3453.149832 = -4394713.676237
  nChanged 27
		SP:Iteration 37Q (14324.710000 sec): 3 clusters
  Score: Raw -4398176.875336 + Penalty 3453.149832 = -4394723.725504
  nChanged 15
		SP:Iteration 38Q (14324.990000 sec): 3 clusters
  Score: Raw -4398183.165124 + Penalty 3453.149832 = -4394730.015292
  nChanged 12
		SP:Iteration 39Q (14325.340000 sec): 3 clusters
  Score: Raw -4398187.672116 + Penalty 3453.149832 = -4394734.522284
  nChanged 12
		SP:Iteration 40F (14325.640000 sec): 3 clusters
  Score: Raw -4398191.539011 + Penalty 3453.149832 = -4394738.389179
  nChanged 14
		SP:Iteration 41Q (14326.010000 sec): 3 clusters
  Score: Raw -4398197.989209 + Penalty 3453.149832 = -4394744.839377
  nChanged 10
		SP:Iteration 42Q (14326.420000 sec): 3 clusters
  Score: Raw -4398201.643040 + Penalty 3453.149832 = -4394748.493208
  nChanged 6
		SP:Iteration 43Q (14326.750000 sec): 3 clusters
  Score: Raw -4398203.139626 + Penalty 3453.149832 = -4394749.989794
  nChanged 2
		SP:Iteration 44Q (14327.070000 sec): 3 clusters
  Score: Raw -4398203.844039 + Penalty 3453.149832 = -4394750.694207
  nChanged 1
		SP:Iteration 45Q (14327.400000 sec): 3 clusters
  Score: Raw -4398204.267664 + Penalty 3453.149832 = -4394751.117832
  nChanged 3
		SP:Iteration 46Q (14327.770000 sec): 3 clusters
  Score: Raw -4398206.053183 + Penalty 3453.149832 = -4394752.903351
  nChanged 7
		SP:Iteration 47Q (14328.120000 sec): 3 clusters
  Score: Raw -4398208.696189 + Penalty 3453.149832 = -4394755.546357
  nChanged 7
		SP:Iteration 48Q (14328.400000 sec): 3 clusters
  Score: Raw -4398210.789003 + Penalty 3453.149832 = -4394757.639171
  nChanged 6
		SP:Iteration 49Q (14328.750000 sec): 3 clusters
  Score: Raw -4398212.737105 + Penalty 3453.149832 = -4394759.587273
  nChanged 4
		SP:Iteration 50Q (14329.110000 sec): 3 clusters
  Score: Raw -4398214.736560 + Penalty 3453.149832 = -4394761.586728
  nChanged 6
		SP:Iteration 51Q (14329.470000 sec): 3 clusters
  Score: Raw -4398216.483208 + Penalty 3453.149832 = -4394763.333376
  nChanged 1
		SP:Iteration 52Q (14329.860000 sec): 3 clusters
  Score: Raw -4398216.934412 + Penalty 3453.149832 = -4394763.784580
  nChanged 3
		SP:Iteration 53Q (14330.240000 sec): 3 clusters
  Score: Raw -4398217.858872 + Penalty 3453.149832 = -4394764.709039
  nChanged 3
		SP:Iteration 54Q (14330.640000 sec): 3 clusters
  Score: Raw -4398218.559850 + Penalty 3453.149832 = -4394765.410018
  nChanged 5
		SP:Iteration 55Q (14330.990000 sec): 3 clusters
  Score: Raw -4398219.981361 + Penalty 3453.149832 = -4394766.831529
  nChanged 3
		SP:Iteration 56Q (14331.360000 sec): 3 clusters
  Score: Raw -4398220.829399 + Penalty 3453.149832 = -4394767.679566
  nChanged 6
		SP:Iteration 57Q (14331.720000 sec): 3 clusters
  Score: Raw -4398223.275614 + Penalty 3453.149832 = -4394770.125781
  nChanged 5
		SP:Iteration 58Q (14332.130000 sec): 3 clusters
  Score: Raw -4398225.389049 + Penalty 3453.149832 = -4394772.239217
  nChanged 2
		SP:Iteration 59Q (14332.490000 sec): 3 clusters
  Score: Raw -4398225.897888 + Penalty 3453.149832 = -4394772.748056
  nChanged 1
		SP:Iteration 60F (14332.780000 sec): 3 clusters
  Score: Raw -4398226.137763 + Penalty 3453.149832 = -4394772.987931
  nChanged 1
		SP:Iteration 61Q (14333.160000 sec): 3 clusters
  Score: Raw -4398226.563149 + Penalty 3453.149832 = -4394773.413316
  nChanged 1
		SP:Iteration 62Q (14333.520000 sec): 3 clusters
  Score: Raw -4398227.010531 + Penalty 3453.149832 = -4394773.860699
  nChanged 2
		SP:Iteration 63Q (14333.860000 sec): 3 clusters
  Score: Raw -4398228.211816 + Penalty 3453.149832 = -4394775.061984
  nChanged 2
		SP:Iteration 64Q (14334.310000 sec): 3 clusters
  Score: Raw -4398228.853701 + Penalty 3453.149832 = -4394775.703869
  nChanged 0
		SP:Iteration 65F (14334.670000 sec): 3 clusters
  Score: Raw -4398228.853701 + Penalty 3453.149832 = -4394775.703869
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 20 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14334.800000 sec): 2 clusters
  Score: Raw -187859.351163 + Penalty 1221.773673 = -186637.577491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14335.010000 sec): 3 clusters
  Score: Raw -187060.482307 + Penalty 2443.547345 = -184616.934962
  nChanged 631
		SP:Iteration 1F (14335.190000 sec): 3 clusters
  Score: Raw -187547.146858 + Penalty 2443.547345 = -185103.599512
  nChanged 169
		SP:Iteration 2F (14335.410000 sec): 3 clusters
  Score: Raw -187720.460017 + Penalty 2443.547345 = -185276.912672
  nChanged 104
		SP:Iteration 3F (14335.610000 sec): 3 clusters
  Score: Raw -187834.405165 + Penalty 2443.547345 = -185390.857820
  nChanged 80
		SP:Iteration 4Q (14335.780000 sec): 3 clusters
  Score: Raw -187919.578119 + Penalty 2443.547345 = -185476.030773
  nChanged 72
		SP:Iteration 5Q (14336.000000 sec): 3 clusters
  Score: Raw -187988.777029 + Penalty 2443.547345 = -185545.229684
  nChanged 63
		SP:Iteration 6Q (14336.220000 sec): 3 clusters
  Score: Raw -188046.035281 + Penalty 2443.547345 = -185602.487935
  nChanged 51
		SP:Iteration 7Q (14336.420000 sec): 3 clusters
  Score: Raw -188098.434358 + Penalty 2443.547345 = -185654.887013
  nChanged 44
		SP:Iteration 8Q (14336.640000 sec): 3 clusters
  Score: Raw -188138.314388 + Penalty 2443.547345 = -185694.767043
  nChanged 33
		SP:Iteration 9Q (14336.780000 sec): 3 clusters
  Score: Raw -188170.092361 + Penalty 2443.547345 = -185726.545015
  nChanged 36
		SP:Iteration 10Q (14337.000000 sec): 3 clusters
  Score: Raw -188209.326384 + Penalty 2443.547345 = -185765.779038
  nChanged 35
		SP:Iteration 11Q (14337.190000 sec): 3 clusters
  Score: Raw -188246.281523 + Penalty 2443.547345 = -185802.734177
  nChanged 36
		SP:Iteration 12Q (14337.380000 sec): 3 clusters
  Score: Raw -188297.434545 + Penalty 2443.547345 = -185853.887199
  nChanged 38
		SP:Iteration 13Q (14337.530000 sec): 3 clusters
  Score: Raw -188365.774273 + Penalty 2443.547345 = -185922.226928
  nChanged 39
		SP:Iteration 14Q (14337.680000 sec): 3 clusters
  Score: Raw -188429.886415 + Penalty 2443.547345 = -185986.339069
  nChanged 35
		SP:Iteration 15Q (14337.840000 sec): 3 clusters
  Score: Raw -188477.626310 + Penalty 2443.547345 = -186034.078965
  nChanged 25
		SP:Iteration 16Q (14338.030000 sec): 3 clusters
  Score: Raw -188496.952930 + Penalty 2443.547345 = -186053.405584
  nChanged 14
		SP:Iteration 17Q (14338.220000 sec): 3 clusters
  Score: Raw -188506.489442 + Penalty 2443.547345 = -186062.942097
  nChanged 12
		SP:Iteration 18Q (14338.390000 sec): 3 clusters
  Score: Raw -188514.453211 + Penalty 2443.547345 = -186070.905865
  nChanged 8
		SP:Iteration 19Q (14338.560000 sec): 3 clusters
  Score: Raw -188519.892676 + Penalty 2443.547345 = -186076.345330
  nChanged 4
		SP:Iteration 20F (14338.780000 sec): 3 clusters
  Score: Raw -188522.391886 + Penalty 2443.547345 = -186078.844541
  nChanged 5
		SP:Iteration 21Q (14338.940000 sec): 3 clusters
  Score: Raw -188526.077725 + Penalty 2443.547345 = -186082.530379
  nChanged 6
		SP:Iteration 22Q (14339.110000 sec): 3 clusters
  Score: Raw -188530.344568 + Penalty 2443.547345 = -186086.797223
  nChanged 13
		SP:Iteration 23Q (14339.340000 sec): 3 clusters
  Score: Raw -188538.180790 + Penalty 2443.547345 = -186094.633445
  nChanged 13
		SP:Iteration 24Q (14339.520000 sec): 3 clusters
  Score: Raw -188550.060701 + Penalty 2443.547345 = -186106.513355
  nChanged 16
		SP:Iteration 25Q (14339.720000 sec): 3 clusters
  Score: Raw -188566.996697 + Penalty 2443.547345 = -186123.449351
  nChanged 20
		SP:Iteration 26Q (14339.920000 sec): 3 clusters
  Score: Raw -188594.764162 + Penalty 2443.547345 = -186151.216817
  nChanged 15
		SP:Iteration 27Q (14340.060000 sec): 3 clusters
  Score: Raw -188617.054855 + Penalty 2443.547345 = -186173.507509
  nChanged 23
		SP:Iteration 28Q (14340.220000 sec): 3 clusters
  Score: Raw -188654.577099 + Penalty 2443.547345 = -186211.029754
  nChanged 17
		SP:Iteration 29Q (14340.350000 sec): 3 clusters
  Score: Raw -188679.514230 + Penalty 2443.547345 = -186235.966884
  nChanged 13
		SP:Iteration 30Q (14340.540000 sec): 3 clusters
  Score: Raw -188697.506399 + Penalty 2443.547345 = -186253.959054
  nChanged 8
		SP:Iteration 31Q (14340.700000 sec): 3 clusters
  Score: Raw -188702.707785 + Penalty 2443.547345 = -186259.160439
  nChanged 2
		SP:Iteration 32Q (14340.820000 sec): 3 clusters
  Score: Raw -188703.651305 + Penalty 2443.547345 = -186260.103959
  nChanged 1
		SP:Iteration 33Q (14340.970000 sec): 3 clusters
  Score: Raw -188703.968449 + Penalty 2443.547345 = -186260.421104
  nChanged 0
		SP:Iteration 34F (14341.150000 sec): 3 clusters
  Score: Raw -188703.968449 + Penalty 2443.547345 = -186260.421104
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 21 (3133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14341.250000 sec): 2 clusters
  Score: Raw -338876.386941 + Penalty 1308.083772 = -337568.303169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14341.420000 sec): 3 clusters
  Score: Raw -337408.245112 + Penalty 2616.167545 = -334792.077567
  nChanged 1171
		SP:Iteration 1F (14341.590000 sec): 3 clusters
  Score: Raw -338115.643350 + Penalty 2616.167545 = -335499.475806
  nChanged 244
		SP:Iteration 2F (14341.770000 sec): 3 clusters
  Score: Raw -338326.648529 + Penalty 2616.167545 = -335710.480984
  nChanged 216
		SP:Iteration 3F (14341.930000 sec): 3 clusters
  Score: Raw -338517.738883 + Penalty 2616.167545 = -335901.571339
  nChanged 189
		SP:Iteration 4F (14342.070000 sec): 3 clusters
  Score: Raw -338668.906892 + Penalty 2616.167545 = -336052.739347
  nChanged 163
		SP:Iteration 5F (14342.260000 sec): 3 clusters
  Score: Raw -338778.371792 + Penalty 2616.167545 = -336162.204247
  nChanged 141
		SP:Iteration 6Q (14342.440000 sec): 3 clusters
  Score: Raw -338856.316216 + Penalty 2616.167545 = -336240.148672
  nChanged 81
		SP:Iteration 7Q (14342.560000 sec): 3 clusters
  Score: Raw -338898.011106 + Penalty 2616.167545 = -336281.843562
  nChanged 66
		SP:Iteration 8Q (14342.680000 sec): 3 clusters
  Score: Raw -338929.997449 + Penalty 2616.167545 = -336313.829905
  nChanged 63
		SP:Iteration 9Q (14342.800000 sec): 3 clusters
  Score: Raw -338960.690298 + Penalty 2616.167545 = -336344.522754
  nChanged 45
		SP:Iteration 10Q (14343.000000 sec): 3 clusters
  Score: Raw -338979.739325 + Penalty 2616.167545 = -336363.571781
  nChanged 28
		SP:Iteration 11Q (14343.120000 sec): 3 clusters
  Score: Raw -338992.783895 + Penalty 2616.167545 = -336376.616351
  nChanged 23
		SP:Iteration 12Q (14343.300000 sec): 3 clusters
  Score: Raw -339001.349683 + Penalty 2616.167545 = -336385.182139
  nChanged 23
		SP:Iteration 13Q (14343.490000 sec): 3 clusters
  Score: Raw -339010.150090 + Penalty 2616.167545 = -336393.982546
  nChanged 18
		SP:Iteration 14Q (14343.630000 sec): 3 clusters
  Score: Raw -339016.360763 + Penalty 2616.167545 = -336400.193218
  nChanged 14
		SP:Iteration 15Q (14343.840000 sec): 3 clusters
  Score: Raw -339020.883522 + Penalty 2616.167545 = -336404.715977
  nChanged 7
		SP:Iteration 16Q (14344.000000 sec): 3 clusters
  Score: Raw -339023.728664 + Penalty 2616.167545 = -336407.561119
  nChanged 13
		SP:Iteration 17Q (14344.170000 sec): 3 clusters
  Score: Raw -339028.322748 + Penalty 2616.167545 = -336412.155204
  nChanged 9
		SP:Iteration 18Q (14344.320000 sec): 3 clusters
  Score: Raw -339031.760307 + Penalty 2616.167545 = -336415.592762
  nChanged 9
		SP:Iteration 19Q (14344.550000 sec): 3 clusters
  Score: Raw -339033.958164 + Penalty 2616.167545 = -336417.790620
  nChanged 5
		SP:Iteration 20F (14344.760000 sec): 3 clusters
  Score: Raw -339036.654360 + Penalty 2616.167545 = -336420.486816
  nChanged 4
		SP:Iteration 21Q (14344.960000 sec): 3 clusters
  Score: Raw -339037.915194 + Penalty 2616.167545 = -336421.747649
  nChanged 6
		SP:Iteration 22Q (14345.120000 sec): 3 clusters
  Score: Raw -339039.796555 + Penalty 2616.167545 = -336423.629010
  nChanged 6
		SP:Iteration 23Q (14345.260000 sec): 3 clusters
  Score: Raw -339041.608942 + Penalty 2616.167545 = -336425.441397
  nChanged 4
		SP:Iteration 24Q (14345.410000 sec): 3 clusters
  Score: Raw -339042.868803 + Penalty 2616.167545 = -336426.701259
  nChanged 4
		SP:Iteration 25Q (14345.590000 sec): 3 clusters
  Score: Raw -339044.451270 + Penalty 2616.167545 = -336428.283725
  nChanged 6
		SP:Iteration 26Q (14345.750000 sec): 3 clusters
  Score: Raw -339047.409739 + Penalty 2616.167545 = -336431.242194
  nChanged 10
		SP:Iteration 27Q (14345.900000 sec): 3 clusters
  Score: Raw -339051.679913 + Penalty 2616.167545 = -336435.512368
  nChanged 10
		SP:Iteration 28Q (14346.080000 sec): 3 clusters
  Score: Raw -339055.419106 + Penalty 2616.167545 = -336439.251562
  nChanged 7
		SP:Iteration 29Q (14346.260000 sec): 3 clusters
  Score: Raw -339057.926477 + Penalty 2616.167545 = -336441.758932
  nChanged 6
		SP:Iteration 30Q (14346.430000 sec): 3 clusters
  Score: Raw -339059.330730 + Penalty 2616.167545 = -336443.163185
  nChanged 4
		SP:Iteration 31Q (14346.580000 sec): 3 clusters
  Score: Raw -339060.670306 + Penalty 2616.167545 = -336444.502761
  nChanged 2
		SP:Iteration 32Q (14346.770000 sec): 3 clusters
  Score: Raw -339061.259761 + Penalty 2616.167545 = -336445.092217
  nChanged 4
		SP:Iteration 33Q (14346.910000 sec): 3 clusters
  Score: Raw -339062.901237 + Penalty 2616.167545 = -336446.733693
  nChanged 1
		SP:Iteration 34Q (14347.050000 sec): 3 clusters
  Score: Raw -339063.105861 + Penalty 2616.167545 = -336446.938316
  nChanged 1
		SP:Iteration 35Q (14347.190000 sec): 3 clusters
  Score: Raw -339063.776498 + Penalty 2616.167545 = -336447.608953
  nChanged 1
		SP:Iteration 36Q (14347.370000 sec): 3 clusters
  Score: Raw -339063.999534 + Penalty 2616.167545 = -336447.831990
  nChanged 1
		SP:Iteration 37Q (14347.520000 sec): 3 clusters
  Score: Raw -339064.111884 + Penalty 2616.167545 = -336447.944339
  nChanged 0
		SP:Iteration 38F (14347.640000 sec): 3 clusters
  Score: Raw -339064.111884 + Penalty 2616.167545 = -336447.944339
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 22 (350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14347.710000 sec): 2 clusters
  Score: Raw -33072.031719 + Penalty 951.914138 = -32120.117581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14347.870000 sec): 3 clusters
  Score: Raw -33128.615719 + Penalty 1903.828275 = -31224.787444
  nChanged 65
		SP:Iteration 1F (14348.030000 sec): 3 clusters
  Score: Raw -33250.859306 + Penalty 1903.828275 = -31347.031031
  nChanged 18
		SP:Iteration 2F (14348.170000 sec): 3 clusters
  Score: Raw -33289.898635 + Penalty 1903.828275 = -31386.070360
  nChanged 5
		SP:Iteration 3Q (14348.320000 sec): 3 clusters
  Score: Raw -33305.091065 + Penalty 1903.828275 = -31401.262790
  nChanged 6
		SP:Iteration 4Q (14348.550000 sec): 3 clusters
  Score: Raw -33314.972467 + Penalty 1903.828275 = -31411.144192
  nChanged 4
		SP:Iteration 5Q (14348.750000 sec): 3 clusters
  Score: Raw -33322.349101 + Penalty 1903.828275 = -31418.520825
  nChanged 3
		SP:Iteration 6Q (14348.990000 sec): 3 clusters
  Score: Raw -33336.030154 + Penalty 1903.828275 = -31432.201878
  nChanged 0
		SP:Iteration 7F (14349.150000 sec): 3 clusters
  Score: Raw -33336.030154 + Penalty 1903.828275 = -31432.201878
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 23 (5222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14349.270000 sec): 2 clusters
  Score: Raw -493913.804781 + Penalty 1391.103309 = -492522.701472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14349.470000 sec): 3 clusters
  Score: Raw -491230.632431 + Penalty 2782.206619 = -488448.425812
  nChanged 2180
		SP:Iteration 1F (14349.680000 sec): 3 clusters
  Score: Raw -492785.830243 + Penalty 2782.206619 = -490003.623624
  nChanged 533
		SP:Iteration 2F (14349.900000 sec): 3 clusters
  Score: Raw -493329.910257 + Penalty 2782.206619 = -490547.703638
  nChanged 425
		SP:Iteration 3F (14350.070000 sec): 3 clusters
  Score: Raw -493738.765130 + Penalty 2782.206619 = -490956.558511
  nChanged 336
		SP:Iteration 4F (14350.310000 sec): 3 clusters
  Score: Raw -494003.392177 + Penalty 2782.206619 = -491221.185559
  nChanged 252
		SP:Iteration 5Q (14350.540000 sec): 3 clusters
  Score: Raw -494161.252805 + Penalty 2782.206619 = -491379.046186
  nChanged 181
		SP:Iteration 6Q (14350.710000 sec): 3 clusters
  Score: Raw -494255.362823 + Penalty 2782.206619 = -491473.156204
  nChanged 117
		SP:Iteration 7Q (14350.910000 sec): 3 clusters
  Score: Raw -494306.838164 + Penalty 2782.206619 = -491524.631545
  nChanged 82
		SP:Iteration 8Q (14351.110000 sec): 3 clusters
  Score: Raw -494337.404935 + Penalty 2782.206619 = -491555.198317
  nChanged 71
		SP:Iteration 9Q (14351.330000 sec): 3 clusters
  Score: Raw -494360.672817 + Penalty 2782.206619 = -491578.466199
  nChanged 62
		SP:Iteration 10Q (14351.550000 sec): 3 clusters
  Score: Raw -494377.890553 + Penalty 2782.206619 = -491595.683935
  nChanged 60
		SP:Iteration 11Q (14351.760000 sec): 3 clusters
  Score: Raw -494398.763997 + Penalty 2782.206619 = -491616.557378
  nChanged 42
		SP:Iteration 12Q (14352.000000 sec): 3 clusters
  Score: Raw -494410.403500 + Penalty 2782.206619 = -491628.196882
  nChanged 31
		SP:Iteration 13Q (14352.190000 sec): 3 clusters
  Score: Raw -494419.047500 + Penalty 2782.206619 = -491636.840881
  nChanged 33
		SP:Iteration 14Q (14352.390000 sec): 3 clusters
  Score: Raw -494431.515843 + Penalty 2782.206619 = -491649.309224
  nChanged 48
		SP:Iteration 15Q (14352.610000 sec): 3 clusters
  Score: Raw -494446.919188 + Penalty 2782.206619 = -491664.712570
  nChanged 54
		SP:Iteration 16Q (14352.800000 sec): 3 clusters
  Score: Raw -494463.081284 + Penalty 2782.206619 = -491680.874665
  nChanged 44
		SP:Iteration 17Q (14353.010000 sec): 3 clusters
  Score: Raw -494475.208582 + Penalty 2782.206619 = -491693.001963
  nChanged 48
		SP:Iteration 18Q (14353.200000 sec): 3 clusters
  Score: Raw -494489.332481 + Penalty 2782.206619 = -491707.125862
  nChanged 42
		SP:Iteration 19Q (14353.360000 sec): 3 clusters
  Score: Raw -494503.078516 + Penalty 2782.206619 = -491720.871897
  nChanged 49
		SP:Iteration 20F (14353.560000 sec): 3 clusters
  Score: Raw -494523.672839 + Penalty 2782.206619 = -491741.466221
  nChanged 54
		SP:Iteration 21Q (14353.720000 sec): 3 clusters
  Score: Raw -494556.011009 + Penalty 2782.206619 = -491773.804390
  nChanged 72
		SP:Iteration 22Q (14353.930000 sec): 3 clusters
  Score: Raw -494634.649015 + Penalty 2782.206619 = -491852.442396
  nChanged 104
		SP:Iteration 23Q (14354.160000 sec): 3 clusters
  Score: Raw -494751.355740 + Penalty 2782.206619 = -491969.149122
  nChanged 125
		SP:Iteration 24Q (14354.320000 sec): 3 clusters
  Score: Raw -494844.730627 + Penalty 2782.206619 = -492062.524008
  nChanged 118
		SP:Iteration 25Q (14354.550000 sec): 3 clusters
  Score: Raw -494911.155209 + Penalty 2782.206619 = -492128.948591
  nChanged 79
		SP:Iteration 26Q (14354.710000 sec): 3 clusters
  Score: Raw -494945.368238 + Penalty 2782.206619 = -492163.161620
  nChanged 53
		SP:Iteration 27Q (14354.890000 sec): 3 clusters
  Score: Raw -494971.630243 + Penalty 2782.206619 = -492189.423625
  nChanged 48
		SP:Iteration 28Q (14355.100000 sec): 3 clusters
  Score: Raw -494997.931072 + Penalty 2782.206619 = -492215.724454
  nChanged 50
		SP:Iteration 29Q (14355.250000 sec): 3 clusters
  Score: Raw -495017.518794 + Penalty 2782.206619 = -492235.312175
  nChanged 46
		SP:Iteration 30Q (14355.450000 sec): 3 clusters
  Score: Raw -495035.919481 + Penalty 2782.206619 = -492253.712863
  nChanged 40
		SP:Iteration 31Q (14355.660000 sec): 3 clusters
  Score: Raw -495052.987391 + Penalty 2782.206619 = -492270.780773
  nChanged 30
		SP:Iteration 32Q (14355.870000 sec): 3 clusters
  Score: Raw -495067.395302 + Penalty 2782.206619 = -492285.188683
  nChanged 28
		SP:Iteration 33Q (14356.080000 sec): 3 clusters
  Score: Raw -495079.280192 + Penalty 2782.206619 = -492297.073573
  nChanged 28
		SP:Iteration 34Q (14356.270000 sec): 3 clusters
  Score: Raw -495087.777731 + Penalty 2782.206619 = -492305.571113
  nChanged 18
		SP:Iteration 35Q (14356.440000 sec): 3 clusters
  Score: Raw -495093.549663 + Penalty 2782.206619 = -492311.343045
  nChanged 15
		SP:Iteration 36Q (14356.640000 sec): 3 clusters
  Score: Raw -495100.777298 + Penalty 2782.206619 = -492318.570680
  nChanged 12
		SP:Iteration 37Q (14356.800000 sec): 3 clusters
  Score: Raw -495104.190368 + Penalty 2782.206619 = -492321.983749
  nChanged 11
		SP:Iteration 38Q (14356.990000 sec): 3 clusters
  Score: Raw -495106.613439 + Penalty 2782.206619 = -492324.406820
  nChanged 8
		SP:Iteration 39Q (14357.180000 sec): 3 clusters
  Score: Raw -495109.487545 + Penalty 2782.206619 = -492327.280927
  nChanged 7
		SP:Iteration 40F (14357.380000 sec): 3 clusters
  Score: Raw -495110.831254 + Penalty 2782.206619 = -492328.624636
  nChanged 5
		SP:Iteration 41Q (14357.570000 sec): 3 clusters
  Score: Raw -495111.372601 + Penalty 2782.206619 = -492329.165983
  nChanged 4
		SP:Iteration 42Q (14357.800000 sec): 3 clusters
  Score: Raw -495112.150564 + Penalty 2782.206619 = -492329.943945
  nChanged 0
		SP:Iteration 43F (14358.060000 sec): 3 clusters
  Score: Raw -495112.150564 + Penalty 2782.206619 = -492329.943945
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 24 (2952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14358.140000 sec): 2 clusters
  Score: Raw -313726.665714 + Penalty 1298.413705 = -312428.252009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14358.330000 sec): 3 clusters
  Score: Raw -312372.275333 + Penalty 2596.827410 = -309775.447922
  nChanged 1069
		SP:Iteration 1F (14358.480000 sec): 3 clusters
  Score: Raw -312981.489452 + Penalty 2596.827410 = -310384.662042
  nChanged 233
		SP:Iteration 2F (14358.660000 sec): 3 clusters
  Score: Raw -313132.752993 + Penalty 2596.827410 = -310535.925582
  nChanged 179
		SP:Iteration 3F (14358.850000 sec): 3 clusters
  Score: Raw -313264.229620 + Penalty 2596.827410 = -310667.402209
  nChanged 145
		SP:Iteration 4Q (14359.040000 sec): 3 clusters
  Score: Raw -313365.993509 + Penalty 2596.827410 = -310769.166099
  nChanged 139
		SP:Iteration 5Q (14359.220000 sec): 3 clusters
  Score: Raw -313482.205236 + Penalty 2596.827410 = -310885.377826
  nChanged 144
		SP:Iteration 6Q (14359.400000 sec): 3 clusters
  Score: Raw -313596.879824 + Penalty 2596.827410 = -311000.052413
  nChanged 121
		SP:Iteration 7Q (14359.550000 sec): 3 clusters
  Score: Raw -313681.412560 + Penalty 2596.827410 = -311084.585149
  nChanged 90
		SP:Iteration 8Q (14359.750000 sec): 3 clusters
  Score: Raw -313735.996497 + Penalty 2596.827410 = -311139.169086
  nChanged 65
		SP:Iteration 9Q (14360.000000 sec): 3 clusters
  Score: Raw -313775.622218 + Penalty 2596.827410 = -311178.794807
  nChanged 48
		SP:Iteration 10Q (14360.170000 sec): 3 clusters
  Score: Raw -313799.649861 + Penalty 2596.827410 = -311202.822451
  nChanged 46
		SP:Iteration 11Q (14360.350000 sec): 3 clusters
  Score: Raw -313824.623522 + Penalty 2596.827410 = -311227.796112
  nChanged 41
		SP:Iteration 12Q (14360.530000 sec): 3 clusters
  Score: Raw -313846.125425 + Penalty 2596.827410 = -311249.298014
  nChanged 36
		SP:Iteration 13Q (14360.720000 sec): 3 clusters
  Score: Raw -313869.652457 + Penalty 2596.827410 = -311272.825046
  nChanged 31
		SP:Iteration 14Q (14360.920000 sec): 3 clusters
  Score: Raw -313890.678316 + Penalty 2596.827410 = -311293.850905
  nChanged 22
		SP:Iteration 15Q (14361.130000 sec): 3 clusters
  Score: Raw -313903.274979 + Penalty 2596.827410 = -311306.447569
  nChanged 22
		SP:Iteration 16Q (14361.350000 sec): 3 clusters
  Score: Raw -313913.389879 + Penalty 2596.827410 = -311316.562469
  nChanged 12
		SP:Iteration 17Q (14361.500000 sec): 3 clusters
  Score: Raw -313919.004377 + Penalty 2596.827410 = -311322.176967
  nChanged 13
		SP:Iteration 18Q (14361.690000 sec): 3 clusters
  Score: Raw -313924.533199 + Penalty 2596.827410 = -311327.705789
  nChanged 13
		SP:Iteration 19Q (14361.880000 sec): 3 clusters
  Score: Raw -313929.704206 + Penalty 2596.827410 = -311332.876795
  nChanged 6
		SP:Iteration 20F (14362.010000 sec): 3 clusters
  Score: Raw -313932.183609 + Penalty 2596.827410 = -311335.356198
  nChanged 6
		SP:Iteration 21Q (14362.240000 sec): 3 clusters
  Score: Raw -313933.932531 + Penalty 2596.827410 = -311337.105121
  nChanged 3
		SP:Iteration 22Q (14362.430000 sec): 3 clusters
  Score: Raw -313935.282838 + Penalty 2596.827410 = -311338.455428
  nChanged 3
		SP:Iteration 23Q (14362.650000 sec): 3 clusters
  Score: Raw -313936.332329 + Penalty 2596.827410 = -311339.504919
  nChanged 3
		SP:Iteration 24Q (14362.820000 sec): 3 clusters
  Score: Raw -313937.295951 + Penalty 2596.827410 = -311340.468541
  nChanged 2
		SP:Iteration 25Q (14363.040000 sec): 3 clusters
  Score: Raw -313937.620640 + Penalty 2596.827410 = -311340.793229
  nChanged 4
		SP:Iteration 26Q (14363.210000 sec): 3 clusters
  Score: Raw -313939.924052 + Penalty 2596.827410 = -311343.096642
  nChanged 6
		SP:Iteration 27Q (14363.400000 sec): 3 clusters
  Score: Raw -313943.975536 + Penalty 2596.827410 = -311347.148126
  nChanged 8
		SP:Iteration 28Q (14363.600000 sec): 3 clusters
  Score: Raw -313947.602541 + Penalty 2596.827410 = -311350.775131
  nChanged 8
		SP:Iteration 29Q (14363.740000 sec): 3 clusters
  Score: Raw -313951.198029 + Penalty 2596.827410 = -311354.370618
  nChanged 9
		SP:Iteration 30Q (14363.920000 sec): 3 clusters
  Score: Raw -313953.779098 + Penalty 2596.827410 = -311356.951688
  nChanged 2
		SP:Iteration 31Q (14364.130000 sec): 3 clusters
  Score: Raw -313954.339202 + Penalty 2596.827410 = -311357.511792
  nChanged 1
		SP:Iteration 32Q (14364.340000 sec): 3 clusters
  Score: Raw -313954.657968 + Penalty 2596.827410 = -311357.830558
  nChanged 2
		SP:Iteration 33Q (14364.540000 sec): 3 clusters
  Score: Raw -313955.146084 + Penalty 2596.827410 = -311358.318673
  nChanged 1
		SP:Iteration 34Q (14364.710000 sec): 3 clusters
  Score: Raw -313955.444104 + Penalty 2596.827410 = -311358.616694
  nChanged 0
		SP:Iteration 35F (14364.960000 sec): 3 clusters
  Score: Raw -313955.444104 + Penalty 2596.827410 = -311358.616694
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 25 (6369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14365.060000 sec): 2 clusters
  Score: Raw -666606.427661 + Penalty 1423.369634 = -665183.058027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14365.260000 sec): 3 clusters
  Score: Raw -663218.652014 + Penalty 2846.739269 = -660371.912745
  nChanged 2625
		SP:Iteration 1F (14365.500000 sec): 3 clusters
  Score: Raw -664675.517975 + Penalty 2846.739269 = -661828.778706
  nChanged 478
		SP:Iteration 2F (14365.700000 sec): 3 clusters
  Score: Raw -664931.439405 + Penalty 2846.739269 = -662084.700136
  nChanged 343
		SP:Iteration 3F (14365.890000 sec): 3 clusters
  Score: Raw -665106.442951 + Penalty 2846.739269 = -662259.703683
  nChanged 284
		SP:Iteration 4Q (14366.120000 sec): 3 clusters
  Score: Raw -665256.319156 + Penalty 2846.739269 = -662409.579887
  nChanged 219
		SP:Iteration 5Q (14366.350000 sec): 3 clusters
  Score: Raw -665349.089172 + Penalty 2846.739269 = -662502.349903
  nChanged 206
		SP:Iteration 6Q (14366.540000 sec): 3 clusters
  Score: Raw -665433.457417 + Penalty 2846.739269 = -662586.718148
  nChanged 183
		SP:Iteration 7Q (14366.760000 sec): 3 clusters
  Score: Raw -665509.071269 + Penalty 2846.739269 = -662662.332000
  nChanged 153
		SP:Iteration 8Q (14367.010000 sec): 3 clusters
  Score: Raw -665558.881388 + Penalty 2846.739269 = -662712.142119
  nChanged 134
		SP:Iteration 9Q (14367.240000 sec): 3 clusters
  Score: Raw -665604.798157 + Penalty 2846.739269 = -662758.058888
  nChanged 114
		SP:Iteration 10Q (14367.440000 sec): 3 clusters
  Score: Raw -665640.172726 + Penalty 2846.739269 = -662793.433457
  nChanged 106
		SP:Iteration 11Q (14367.640000 sec): 3 clusters
  Score: Raw -665680.458171 + Penalty 2846.739269 = -662833.718902
  nChanged 113
		SP:Iteration 12Q (14367.820000 sec): 3 clusters
  Score: Raw -665726.631105 + Penalty 2846.739269 = -662879.891837
  nChanged 114
		SP:Iteration 13Q (14368.020000 sec): 3 clusters
  Score: Raw -665766.154608 + Penalty 2846.739269 = -662919.415339
  nChanged 110
		SP:Iteration 14Q (14368.180000 sec): 3 clusters
  Score: Raw -665802.928076 + Penalty 2846.739269 = -662956.188807
  nChanged 97
		SP:Iteration 15Q (14368.400000 sec): 3 clusters
  Score: Raw -665841.292900 + Penalty 2846.739269 = -662994.553631
  nChanged 108
		SP:Iteration 16Q (14368.600000 sec): 3 clusters
  Score: Raw -665882.443406 + Penalty 2846.739269 = -663035.704137
  nChanged 92
		SP:Iteration 17Q (14368.830000 sec): 3 clusters
  Score: Raw -665920.799825 + Penalty 2846.739269 = -663074.060556
  nChanged 93
		SP:Iteration 18Q (14369.110000 sec): 3 clusters
  Score: Raw -665964.117189 + Penalty 2846.739269 = -663117.377920
  nChanged 109
		SP:Iteration 19Q (14369.300000 sec): 3 clusters
  Score: Raw -666016.284176 + Penalty 2846.739269 = -663169.544907
  nChanged 122
		SP:Iteration 20F (14369.490000 sec): 3 clusters
  Score: Raw -666074.185315 + Penalty 2846.739269 = -663227.446047
  nChanged 129
		SP:Iteration 21Q (14369.680000 sec): 3 clusters
  Score: Raw -666140.570747 + Penalty 2846.739269 = -663293.831478
  nChanged 125
		SP:Iteration 22Q (14369.890000 sec): 3 clusters
  Score: Raw -666204.111138 + Penalty 2846.739269 = -663357.371869
  nChanged 122
		SP:Iteration 23Q (14370.020000 sec): 3 clusters
  Score: Raw -666263.848444 + Penalty 2846.739269 = -663417.109175
  nChanged 102
		SP:Iteration 24Q (14370.190000 sec): 3 clusters
  Score: Raw -666321.553128 + Penalty 2846.739269 = -663474.813859
  nChanged 85
		SP:Iteration 25Q (14370.330000 sec): 3 clusters
  Score: Raw -666373.490735 + Penalty 2846.739269 = -663526.751466
  nChanged 73
		SP:Iteration 26Q (14370.440000 sec): 3 clusters
  Score: Raw -666423.950639 + Penalty 2846.739269 = -663577.211370
  nChanged 80
		SP:Iteration 27Q (14370.640000 sec): 3 clusters
  Score: Raw -666484.260518 + Penalty 2846.739269 = -663637.521249
  nChanged 75
		SP:Iteration 28Q (14370.810000 sec): 3 clusters
  Score: Raw -666536.045809 + Penalty 2846.739269 = -663689.306540
  nChanged 65
		SP:Iteration 29Q (14370.980000 sec): 3 clusters
  Score: Raw -666575.693856 + Penalty 2846.739269 = -663728.954587
  nChanged 58
		SP:Iteration 30Q (14371.190000 sec): 3 clusters
  Score: Raw -666605.263666 + Penalty 2846.739269 = -663758.524397
  nChanged 50
		SP:Iteration 31Q (14371.380000 sec): 3 clusters
  Score: Raw -666629.827951 + Penalty 2846.739269 = -663783.088682
  nChanged 38
		SP:Iteration 32Q (14371.560000 sec): 3 clusters
  Score: Raw -666652.063401 + Penalty 2846.739269 = -663805.324132
  nChanged 35
		SP:Iteration 33Q (14371.730000 sec): 3 clusters
  Score: Raw -666668.767996 + Penalty 2846.739269 = -663822.028727
  nChanged 25
		SP:Iteration 34Q (14371.930000 sec): 3 clusters
  Score: Raw -666682.342966 + Penalty 2846.739269 = -663835.603697
  nChanged 24
		SP:Iteration 35Q (14372.140000 sec): 3 clusters
  Score: Raw -666695.384942 + Penalty 2846.739269 = -663848.645673
  nChanged 20
		SP:Iteration 36Q (14372.340000 sec): 3 clusters
  Score: Raw -666707.823145 + Penalty 2846.739269 = -663861.083876
  nChanged 20
		SP:Iteration 37Q (14372.510000 sec): 3 clusters
  Score: Raw -666719.232157 + Penalty 2846.739269 = -663872.492888
  nChanged 25
		SP:Iteration 38Q (14372.710000 sec): 3 clusters
  Score: Raw -666734.364763 + Penalty 2846.739269 = -663887.625494
  nChanged 22
		SP:Iteration 39Q (14372.860000 sec): 3 clusters
  Score: Raw -666746.421278 + Penalty 2846.739269 = -663899.682009
  nChanged 14
		SP:Iteration 40F (14373.010000 sec): 3 clusters
  Score: Raw -666754.039341 + Penalty 2846.739269 = -663907.300072
  nChanged 15
		SP:Iteration 41Q (14373.160000 sec): 3 clusters
  Score: Raw -666761.896257 + Penalty 2846.739269 = -663915.156988
  nChanged 17
		SP:Iteration 42Q (14373.310000 sec): 3 clusters
  Score: Raw -666770.871623 + Penalty 2846.739269 = -663924.132354
  nChanged 10
		SP:Iteration 43Q (14373.520000 sec): 3 clusters
  Score: Raw -666776.645500 + Penalty 2846.739269 = -663929.906231
  nChanged 11
		SP:Iteration 44Q (14373.680000 sec): 3 clusters
  Score: Raw -666783.663765 + Penalty 2846.739269 = -663936.924496
  nChanged 9
		SP:Iteration 45Q (14373.910000 sec): 3 clusters
  Score: Raw -666789.243859 + Penalty 2846.739269 = -663942.504590
  nChanged 8
		SP:Iteration 46Q (14374.130000 sec): 3 clusters
  Score: Raw -666793.328408 + Penalty 2846.739269 = -663946.589139
  nChanged 8
		SP:Iteration 47Q (14374.340000 sec): 3 clusters
  Score: Raw -666797.838427 + Penalty 2846.739269 = -663951.099158
  nChanged 9
		SP:Iteration 48Q (14374.490000 sec): 3 clusters
  Score: Raw -666803.883173 + Penalty 2846.739269 = -663957.143904
  nChanged 5
		SP:Iteration 49Q (14374.660000 sec): 3 clusters
  Score: Raw -666807.239168 + Penalty 2846.739269 = -663960.499899
  nChanged 4
		SP:Iteration 50Q (14374.860000 sec): 3 clusters
  Score: Raw -666809.303120 + Penalty 2846.739269 = -663962.563851
  nChanged 3
		SP:Iteration 51Q (14375.050000 sec): 3 clusters
  Score: Raw -666811.252685 + Penalty 2846.739269 = -663964.513416
  nChanged 2
		SP:Iteration 52Q (14375.220000 sec): 3 clusters
  Score: Raw -666812.657139 + Penalty 2846.739269 = -663965.917870
  nChanged 5
		SP:Iteration 53Q (14375.470000 sec): 3 clusters
  Score: Raw -666815.937158 + Penalty 2846.739269 = -663969.197889
  nChanged 4
		SP:Iteration 54Q (14375.570000 sec): 3 clusters
  Score: Raw -666818.717631 + Penalty 2846.739269 = -663971.978362
  nChanged 7
		SP:Iteration 55Q (14375.740000 sec): 3 clusters
  Score: Raw -666822.098387 + Penalty 2846.739269 = -663975.359118
  nChanged 4
		SP:Iteration 56Q (14375.920000 sec): 3 clusters
  Score: Raw -666823.722635 + Penalty 2846.739269 = -663976.983366
  nChanged 3
		SP:Iteration 57Q (14376.080000 sec): 3 clusters
  Score: Raw -666824.915420 + Penalty 2846.739269 = -663978.176151
  nChanged 2
		SP:Iteration 58Q (14376.270000 sec): 3 clusters
  Score: Raw -666825.746819 + Penalty 2846.739269 = -663979.007550
  nChanged 0
		SP:Iteration 59F (14376.480000 sec): 3 clusters
  Score: Raw -666825.746819 + Penalty 2846.739269 = -663979.007550
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 26 (4928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14376.580000 sec): 2 clusters
  Score: Raw -454276.369197 + Penalty 1381.686882 = -452894.682315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14376.780000 sec): 3 clusters
  Score: Raw -451737.310590 + Penalty 2763.373764 = -448973.936825
  nChanged 1996
		SP:Iteration 1F (14376.920000 sec): 3 clusters
  Score: Raw -452884.309188 + Penalty 2763.373764 = -450120.935424
  nChanged 394
		SP:Iteration 2F (14377.100000 sec): 3 clusters
  Score: Raw -453114.405560 + Penalty 2763.373764 = -450351.031796
  nChanged 300
		SP:Iteration 3F (14377.240000 sec): 3 clusters
  Score: Raw -453280.732360 + Penalty 2763.373764 = -450517.358596
  nChanged 233
		SP:Iteration 4Q (14377.430000 sec): 3 clusters
  Score: Raw -453413.396179 + Penalty 2763.373764 = -450650.022415
  nChanged 216
		SP:Iteration 5Q (14377.600000 sec): 3 clusters
  Score: Raw -453533.945021 + Penalty 2763.373764 = -450770.571256
  nChanged 188
		SP:Iteration 6Q (14377.770000 sec): 3 clusters
  Score: Raw -453632.368151 + Penalty 2763.373764 = -450868.994387
  nChanged 146
		SP:Iteration 7Q (14378.010000 sec): 3 clusters
  Score: Raw -453709.664274 + Penalty 2763.373764 = -450946.290510
  nChanged 132
		SP:Iteration 8Q (14378.210000 sec): 3 clusters
  Score: Raw -453770.600364 + Penalty 2763.373764 = -451007.226600
  nChanged 109
		SP:Iteration 9Q (14378.360000 sec): 3 clusters
  Score: Raw -453816.827637 + Penalty 2763.373764 = -451053.453873
  nChanged 98
		SP:Iteration 10Q (14378.570000 sec): 3 clusters
  Score: Raw -453862.055430 + Penalty 2763.373764 = -451098.681666
  nChanged 76
		SP:Iteration 11Q (14378.820000 sec): 3 clusters
  Score: Raw -453887.695428 + Penalty 2763.373764 = -451124.321664
  nChanged 47
		SP:Iteration 12Q (14379.030000 sec): 3 clusters
  Score: Raw -453906.450697 + Penalty 2763.373764 = -451143.076933
  nChanged 49
		SP:Iteration 13Q (14379.260000 sec): 3 clusters
  Score: Raw -453925.601068 + Penalty 2763.373764 = -451162.227303
  nChanged 46
		SP:Iteration 14Q (14379.470000 sec): 3 clusters
  Score: Raw -453943.268922 + Penalty 2763.373764 = -451179.895158
  nChanged 56
		SP:Iteration 15Q (14379.660000 sec): 3 clusters
  Score: Raw -453964.367499 + Penalty 2763.373764 = -451200.993735
  nChanged 60
		SP:Iteration 16Q (14379.870000 sec): 3 clusters
  Score: Raw -453985.209421 + Penalty 2763.373764 = -451221.835657
  nChanged 51
		SP:Iteration 17Q (14380.050000 sec): 3 clusters
  Score: Raw -454001.943775 + Penalty 2763.373764 = -451238.570011
  nChanged 41
		SP:Iteration 18Q (14380.210000 sec): 3 clusters
  Score: Raw -454013.802631 + Penalty 2763.373764 = -451250.428867
  nChanged 47
		SP:Iteration 19Q (14380.410000 sec): 3 clusters
  Score: Raw -454031.308486 + Penalty 2763.373764 = -451267.934722
  nChanged 45
		SP:Iteration 20F (14380.610000 sec): 3 clusters
  Score: Raw -454044.778039 + Penalty 2763.373764 = -451281.404275
  nChanged 48
		SP:Iteration 21Q (14380.780000 sec): 3 clusters
  Score: Raw -454061.136773 + Penalty 2763.373764 = -451297.763009
  nChanged 51
		SP:Iteration 22Q (14380.990000 sec): 3 clusters
  Score: Raw -454078.302615 + Penalty 2763.373764 = -451314.928851
  nChanged 38
		SP:Iteration 23Q (14381.170000 sec): 3 clusters
  Score: Raw -454091.642424 + Penalty 2763.373764 = -451328.268659
  nChanged 46
		SP:Iteration 24Q (14381.360000 sec): 3 clusters
  Score: Raw -454109.611025 + Penalty 2763.373764 = -451346.237261
  nChanged 49
		SP:Iteration 25Q (14381.530000 sec): 3 clusters
  Score: Raw -454124.379659 + Penalty 2763.373764 = -451361.005895
  nChanged 41
		SP:Iteration 26Q (14381.720000 sec): 3 clusters
  Score: Raw -454139.193554 + Penalty 2763.373764 = -451375.819789
  nChanged 50
		SP:Iteration 27Q (14381.900000 sec): 3 clusters
  Score: Raw -454155.862182 + Penalty 2763.373764 = -451392.488417
  nChanged 48
		SP:Iteration 28Q (14382.080000 sec): 3 clusters
  Score: Raw -454177.596736 + Penalty 2763.373764 = -451414.222972
  nChanged 55
		SP:Iteration 29Q (14382.290000 sec): 3 clusters
  Score: Raw -454204.060214 + Penalty 2763.373764 = -451440.686450
  nChanged 64
		SP:Iteration 30Q (14382.490000 sec): 3 clusters
  Score: Raw -454241.138348 + Penalty 2763.373764 = -451477.764584
  nChanged 66
		SP:Iteration 31Q (14382.670000 sec): 3 clusters
  Score: Raw -454288.537858 + Penalty 2763.373764 = -451525.164094
  nChanged 85
		SP:Iteration 32Q (14382.910000 sec): 3 clusters
  Score: Raw -454351.964269 + Penalty 2763.373764 = -451588.590505
  nChanged 92
		SP:Iteration 33Q (14383.110000 sec): 3 clusters
  Score: Raw -454406.904089 + Penalty 2763.373764 = -451643.530325
  nChanged 76
		SP:Iteration 34Q (14383.270000 sec): 3 clusters
  Score: Raw -454450.876886 + Penalty 2763.373764 = -451687.503122
  nChanged 64
		SP:Iteration 35Q (14383.510000 sec): 3 clusters
  Score: Raw -454478.591547 + Penalty 2763.373764 = -451715.217783
  nChanged 60
		SP:Iteration 36Q (14383.760000 sec): 3 clusters
  Score: Raw -454503.109385 + Penalty 2763.373764 = -451739.735621
  nChanged 51
		SP:Iteration 37Q (14383.940000 sec): 3 clusters
  Score: Raw -454520.821760 + Penalty 2763.373764 = -451757.447996
  nChanged 44
		SP:Iteration 38Q (14384.160000 sec): 3 clusters
  Score: Raw -454534.260152 + Penalty 2763.373764 = -451770.886388
  nChanged 34
		SP:Iteration 39Q (14384.330000 sec): 3 clusters
  Score: Raw -454542.609705 + Penalty 2763.373764 = -451779.235941
  nChanged 25
		SP:Iteration 40F (14384.530000 sec): 3 clusters
  Score: Raw -454549.261378 + Penalty 2763.373764 = -451785.887614
  nChanged 17
		SP:Iteration 41Q (14384.690000 sec): 3 clusters
  Score: Raw -454553.868302 + Penalty 2763.373764 = -451790.494538
  nChanged 15
		SP:Iteration 42Q (14384.930000 sec): 3 clusters
  Score: Raw -454558.416831 + Penalty 2763.373764 = -451795.043067
  nChanged 16
		SP:Iteration 43Q (14385.110000 sec): 3 clusters
  Score: Raw -454562.396144 + Penalty 2763.373764 = -451799.022380
  nChanged 14
		SP:Iteration 44Q (14385.270000 sec): 3 clusters
  Score: Raw -454566.961895 + Penalty 2763.373764 = -451803.588131
  nChanged 21
		SP:Iteration 45Q (14385.490000 sec): 3 clusters
  Score: Raw -454575.247367 + Penalty 2763.373764 = -451811.873603
  nChanged 15
		SP:Iteration 46Q (14385.660000 sec): 3 clusters
  Score: Raw -454581.313678 + Penalty 2763.373764 = -451817.939913
  nChanged 22
		SP:Iteration 47Q (14385.840000 sec): 3 clusters
  Score: Raw -454587.056838 + Penalty 2763.373764 = -451823.683074
  nChanged 16
		SP:Iteration 48Q (14386.070000 sec): 3 clusters
  Score: Raw -454591.606240 + Penalty 2763.373764 = -451828.232476
  nChanged 17
		SP:Iteration 49Q (14386.260000 sec): 3 clusters
  Score: Raw -454596.622223 + Penalty 2763.373764 = -451833.248459
  nChanged 15
		SP:Iteration 50Q (14386.530000 sec): 3 clusters
  Score: Raw -454601.910217 + Penalty 2763.373764 = -451838.536453
  nChanged 24
		SP:Iteration 51Q (14386.690000 sec): 3 clusters
  Score: Raw -454610.947133 + Penalty 2763.373764 = -451847.573369
  nChanged 25
		SP:Iteration 52Q (14386.870000 sec): 3 clusters
  Score: Raw -454622.776965 + Penalty 2763.373764 = -451859.403201
  nChanged 27
		SP:Iteration 53Q (14387.090000 sec): 3 clusters
  Score: Raw -454634.400578 + Penalty 2763.373764 = -451871.026814
  nChanged 30
		SP:Iteration 54Q (14387.290000 sec): 3 clusters
  Score: Raw -454647.823954 + Penalty 2763.373764 = -451884.450190
  nChanged 24
		SP:Iteration 55Q (14387.450000 sec): 3 clusters
  Score: Raw -454659.845280 + Penalty 2763.373764 = -451896.471516
  nChanged 32
		SP:Iteration 56Q (14387.630000 sec): 3 clusters
  Score: Raw -454677.832148 + Penalty 2763.373764 = -451914.458384
  nChanged 31
		SP:Iteration 57Q (14387.850000 sec): 3 clusters
  Score: Raw -454696.714960 + Penalty 2763.373764 = -451933.341196
  nChanged 37
		SP:Iteration 58Q (14388.010000 sec): 3 clusters
  Score: Raw -454737.501637 + Penalty 2763.373764 = -451974.127873
  nChanged 54
		SP:Iteration 59Q (14388.150000 sec): 3 clusters
  Score: Raw -454800.639257 + Penalty 2763.373764 = -452037.265493
  nChanged 55
		SP:Iteration 60F (14388.360000 sec): 3 clusters
  Score: Raw -454860.080748 + Penalty 2763.373764 = -452096.706984
  nChanged 38
		SP:Iteration 61Q (14388.590000 sec): 3 clusters
  Score: Raw -454891.624466 + Penalty 2763.373764 = -452128.250702
  nChanged 31
		SP:Iteration 62Q (14388.830000 sec): 3 clusters
  Score: Raw -454909.581471 + Penalty 2763.373764 = -452146.207707
  nChanged 22
		SP:Iteration 63Q (14389.010000 sec): 3 clusters
  Score: Raw -454918.235028 + Penalty 2763.373764 = -452154.861264
  nChanged 12
		SP:Iteration 64Q (14389.240000 sec): 3 clusters
  Score: Raw -454922.715623 + Penalty 2763.373764 = -452159.341859
  nChanged 10
		SP:Iteration 65Q (14389.460000 sec): 3 clusters
  Score: Raw -454927.263615 + Penalty 2763.373764 = -452163.889851
  nChanged 8
		SP:Iteration 66Q (14389.660000 sec): 3 clusters
  Score: Raw -454931.061317 + Penalty 2763.373764 = -452167.687553
  nChanged 9
		SP:Iteration 67Q (14389.880000 sec): 3 clusters
  Score: Raw -454934.607126 + Penalty 2763.373764 = -452171.233362
  nChanged 9
		SP:Iteration 68Q (14390.060000 sec): 3 clusters
  Score: Raw -454936.782682 + Penalty 2763.373764 = -452173.408918
  nChanged 6
		SP:Iteration 69Q (14390.260000 sec): 3 clusters
  Score: Raw -454939.404816 + Penalty 2763.373764 = -452176.031052
  nChanged 7
		SP:Iteration 70Q (14390.470000 sec): 3 clusters
  Score: Raw -454942.555610 + Penalty 2763.373764 = -452179.181845
  nChanged 4
		SP:Iteration 71Q (14390.670000 sec): 3 clusters
  Score: Raw -454944.151231 + Penalty 2763.373764 = -452180.777467
  nChanged 7
		SP:Iteration 72Q (14390.870000 sec): 3 clusters
  Score: Raw -454947.154621 + Penalty 2763.373764 = -452183.780857
  nChanged 7
		SP:Iteration 73Q (14391.090000 sec): 3 clusters
  Score: Raw -454949.664759 + Penalty 2763.373764 = -452186.290995
  nChanged 8
		SP:Iteration 74Q (14391.260000 sec): 3 clusters
  Score: Raw -454953.144600 + Penalty 2763.373764 = -452189.770836
  nChanged 4
		SP:Iteration 75Q (14391.440000 sec): 3 clusters
  Score: Raw -454954.882813 + Penalty 2763.373764 = -452191.509049
  nChanged 4
		SP:Iteration 76Q (14391.650000 sec): 3 clusters
  Score: Raw -454955.775932 + Penalty 2763.373764 = -452192.402168
  nChanged 4
		SP:Iteration 77Q (14391.880000 sec): 3 clusters
  Score: Raw -454956.999255 + Penalty 2763.373764 = -452193.625491
  nChanged 5
		SP:Iteration 78Q (14392.070000 sec): 3 clusters
  Score: Raw -454958.261578 + Penalty 2763.373764 = -452194.887814
  nChanged 3
		SP:Iteration 79Q (14392.270000 sec): 3 clusters
  Score: Raw -454958.800284 + Penalty 2763.373764 = -452195.426519
  nChanged 0
		SP:Iteration 80F (14392.460000 sec): 3 clusters
  Score: Raw -454958.800284 + Penalty 2763.373764 = -452195.426519
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 27 (5274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14392.560000 sec): 2 clusters
  Score: Raw -545003.424441 + Penalty 1392.713460 = -543610.710981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14392.790000 sec): 3 clusters
  Score: Raw -542276.382838 + Penalty 2785.426919 = -539490.955918
  nChanged 2115
		SP:Iteration 1F (14392.940000 sec): 3 clusters
  Score: Raw -543487.897294 + Penalty 2785.426919 = -540702.470375
  nChanged 385
		SP:Iteration 2F (14393.170000 sec): 3 clusters
  Score: Raw -543694.374511 + Penalty 2785.426919 = -540908.947591
  nChanged 268
		SP:Iteration 3F (14393.360000 sec): 3 clusters
  Score: Raw -543842.086019 + Penalty 2785.426919 = -541056.659100
  nChanged 249
		SP:Iteration 4Q (14393.550000 sec): 3 clusters
  Score: Raw -543979.185508 + Penalty 2785.426919 = -541193.758589
  nChanged 241
		SP:Iteration 5Q (14393.750000 sec): 3 clusters
  Score: Raw -544105.134835 + Penalty 2785.426919 = -541319.707915
  nChanged 213
		SP:Iteration 6Q (14393.950000 sec): 3 clusters
  Score: Raw -544211.365891 + Penalty 2785.426919 = -541425.938972
  nChanged 156
		SP:Iteration 7Q (14394.130000 sec): 3 clusters
  Score: Raw -544288.731221 + Penalty 2785.426919 = -541503.304302
  nChanged 156
		SP:Iteration 8Q (14394.360000 sec): 3 clusters
  Score: Raw -544367.725790 + Penalty 2785.426919 = -541582.298871
  nChanged 145
		SP:Iteration 9Q (14394.530000 sec): 3 clusters
  Score: Raw -544434.922344 + Penalty 2785.426919 = -541649.495425
  nChanged 120
		SP:Iteration 10Q (14394.740000 sec): 3 clusters
  Score: Raw -544493.749758 + Penalty 2785.426919 = -541708.322839
  nChanged 111
		SP:Iteration 11Q (14395.000000 sec): 3 clusters
  Score: Raw -544544.312651 + Penalty 2785.426919 = -541758.885731
  nChanged 103
		SP:Iteration 12Q (14395.190000 sec): 3 clusters
  Score: Raw -544591.042544 + Penalty 2785.426919 = -541805.615625
  nChanged 82
		SP:Iteration 13Q (14395.400000 sec): 3 clusters
  Score: Raw -544626.293154 + Penalty 2785.426919 = -541840.866235
  nChanged 75
		SP:Iteration 14Q (14395.580000 sec): 3 clusters
  Score: Raw -544655.909031 + Penalty 2785.426919 = -541870.482112
  nChanged 67
		SP:Iteration 15Q (14395.830000 sec): 3 clusters
  Score: Raw -544686.085330 + Penalty 2785.426919 = -541900.658410
  nChanged 61
		SP:Iteration 16Q (14396.010000 sec): 3 clusters
  Score: Raw -544709.819183 + Penalty 2785.426919 = -541924.392264
  nChanged 48
		SP:Iteration 17Q (14396.190000 sec): 3 clusters
  Score: Raw -544733.088982 + Penalty 2785.426919 = -541947.662062
  nChanged 54
		SP:Iteration 18Q (14396.430000 sec): 3 clusters
  Score: Raw -544764.117369 + Penalty 2785.426919 = -541978.690450
  nChanged 66
		SP:Iteration 19Q (14396.610000 sec): 3 clusters
  Score: Raw -544800.892750 + Penalty 2785.426919 = -542015.465830
  nChanged 79
		SP:Iteration 20F (14396.840000 sec): 3 clusters
  Score: Raw -544852.467726 + Penalty 2785.426919 = -542067.040807
  nChanged 76
		SP:Iteration 21Q (14397.000000 sec): 3 clusters
  Score: Raw -544900.910405 + Penalty 2785.426919 = -542115.483486
  nChanged 80
		SP:Iteration 22Q (14397.210000 sec): 3 clusters
  Score: Raw -544951.895223 + Penalty 2785.426919 = -542166.468304
  nChanged 70
		SP:Iteration 23Q (14397.400000 sec): 3 clusters
  Score: Raw -545003.954879 + Penalty 2785.426919 = -542218.527960
  nChanged 71
		SP:Iteration 24Q (14397.570000 sec): 3 clusters
  Score: Raw -545062.226859 + Penalty 2785.426919 = -542276.799940
  nChanged 79
		SP:Iteration 25Q (14397.790000 sec): 3 clusters
  Score: Raw -545117.944682 + Penalty 2785.426919 = -542332.517762
  nChanged 75
		SP:Iteration 26Q (14397.940000 sec): 3 clusters
  Score: Raw -545167.425050 + Penalty 2785.426919 = -542381.998131
  nChanged 65
		SP:Iteration 27Q (14398.170000 sec): 3 clusters
  Score: Raw -545219.756295 + Penalty 2785.426919 = -542434.329376
  nChanged 71
		SP:Iteration 28Q (14398.350000 sec): 3 clusters
  Score: Raw -545277.630386 + Penalty 2785.426919 = -542492.203466
  nChanged 71
		SP:Iteration 29Q (14398.520000 sec): 3 clusters
  Score: Raw -545326.271790 + Penalty 2785.426919 = -542540.844871
  nChanged 57
		SP:Iteration 30Q (14398.700000 sec): 3 clusters
  Score: Raw -545368.336776 + Penalty 2785.426919 = -542582.909857
  nChanged 59
		SP:Iteration 31Q (14398.880000 sec): 3 clusters
  Score: Raw -545408.103326 + Penalty 2785.426919 = -542622.676407
  nChanged 53
		SP:Iteration 32Q (14399.050000 sec): 3 clusters
  Score: Raw -545445.294583 + Penalty 2785.426919 = -542659.867664
  nChanged 49
		SP:Iteration 33Q (14399.280000 sec): 3 clusters
  Score: Raw -545482.483403 + Penalty 2785.426919 = -542697.056484
  nChanged 35
		SP:Iteration 34Q (14399.480000 sec): 3 clusters
  Score: Raw -545508.130530 + Penalty 2785.426919 = -542722.703611
  nChanged 34
		SP:Iteration 35Q (14399.680000 sec): 3 clusters
  Score: Raw -545531.295450 + Penalty 2785.426919 = -542745.868531
  nChanged 22
		SP:Iteration 36Q (14399.880000 sec): 3 clusters
  Score: Raw -545542.330285 + Penalty 2785.426919 = -542756.903366
  nChanged 15
		SP:Iteration 37Q (14400.040000 sec): 3 clusters
  Score: Raw -545550.488285 + Penalty 2785.426919 = -542765.061365
  nChanged 18
		SP:Iteration 38Q (14400.220000 sec): 3 clusters
  Score: Raw -545559.242457 + Penalty 2785.426919 = -542773.815537
  nChanged 11
		SP:Iteration 39Q (14400.400000 sec): 3 clusters
  Score: Raw -545565.712033 + Penalty 2785.426919 = -542780.285114
  nChanged 15
		SP:Iteration 40F (14400.580000 sec): 3 clusters
  Score: Raw -545581.774964 + Penalty 2785.426919 = -542796.348044
  nChanged 22
		SP:Iteration 41Q (14400.730000 sec): 3 clusters
  Score: Raw -545596.588016 + Penalty 2785.426919 = -542811.161096
  nChanged 11
		SP:Iteration 42Q (14400.890000 sec): 3 clusters
  Score: Raw -545600.664942 + Penalty 2785.426919 = -542815.238023
  nChanged 7
		SP:Iteration 43Q (14401.070000 sec): 3 clusters
  Score: Raw -545603.520490 + Penalty 2785.426919 = -542818.093571
  nChanged 6
		SP:Iteration 44Q (14401.250000 sec): 3 clusters
  Score: Raw -545606.308097 + Penalty 2785.426919 = -542820.881178
  nChanged 9
		SP:Iteration 45Q (14401.400000 sec): 3 clusters
  Score: Raw -545610.130251 + Penalty 2785.426919 = -542824.703332
  nChanged 8
		SP:Iteration 46Q (14401.540000 sec): 3 clusters
  Score: Raw -545613.250721 + Penalty 2785.426919 = -542827.823802
  nChanged 4
		SP:Iteration 47Q (14401.760000 sec): 3 clusters
  Score: Raw -545614.501813 + Penalty 2785.426919 = -542829.074894
  nChanged 3
		SP:Iteration 48Q (14401.890000 sec): 3 clusters
  Score: Raw -545615.447537 + Penalty 2785.426919 = -542830.020618
  nChanged 0
		SP:Iteration 49F (14402.050000 sec): 3 clusters
  Score: Raw -545615.447537 + Penalty 2785.426919 = -542830.020618
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 28 (14496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14402.210000 sec): 2 clusters
  Score: Raw -1508310.526180 + Penalty 1557.014555 = -1506753.511625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14402.500000 sec): 3 clusters
  Score: Raw -1499911.994026 + Penalty 3114.029109 = -1496797.964916
  nChanged 6407
		SP:Iteration 1F (14402.780000 sec): 3 clusters
  Score: Raw -1503358.548504 + Penalty 3114.029109 = -1500244.519395
  nChanged 776
		SP:Iteration 2F (14403.010000 sec): 3 clusters
  Score: Raw -1503649.896724 + Penalty 3114.029109 = -1500535.867615
  nChanged 730
		SP:Iteration 3F (14403.250000 sec): 3 clusters
  Score: Raw -1503959.707457 + Penalty 3114.029109 = -1500845.678347
  nChanged 678
		SP:Iteration 4Q (14403.470000 sec): 3 clusters
  Score: Raw -1504266.536100 + Penalty 3114.029109 = -1501152.506990
  nChanged 710
		SP:Iteration 5Q (14403.740000 sec): 3 clusters
  Score: Raw -1504651.838737 + Penalty 3114.029109 = -1501537.809628
  nChanged 799
		SP:Iteration 6F (14404.030000 sec): 3 clusters
  Score: Raw -1505167.113811 + Penalty 3114.029109 = -1502053.084702
  nChanged 913
		SP:Iteration 7F (14404.250000 sec): 3 clusters
  Score: Raw -1505844.394096 + Penalty 3114.029109 = -1502730.364986
  nChanged 857
		SP:Iteration 8F (14404.510000 sec): 3 clusters
  Score: Raw -1506540.758624 + Penalty 3114.029109 = -1503426.729515
  nChanged 774
		SP:Iteration 9F (14404.730000 sec): 3 clusters
  Score: Raw -1507229.449834 + Penalty 3114.029109 = -1504115.420725
  nChanged 576
		SP:Iteration 10Q (14405.020000 sec): 3 clusters
  Score: Raw -1507725.040908 + Penalty 3114.029109 = -1504611.011799
  nChanged 343
		SP:Iteration 11Q (14405.310000 sec): 3 clusters
  Score: Raw -1508021.862452 + Penalty 3114.029109 = -1504907.833342
  nChanged 209
		SP:Iteration 12Q (14405.470000 sec): 3 clusters
  Score: Raw -1508196.253392 + Penalty 3114.029109 = -1505082.224283
  nChanged 113
		SP:Iteration 13Q (14405.690000 sec): 3 clusters
  Score: Raw -1508294.023706 + Penalty 3114.029109 = -1505179.994597
  nChanged 67
		SP:Iteration 14Q (14405.960000 sec): 3 clusters
  Score: Raw -1508354.775392 + Penalty 3114.029109 = -1505240.746283
  nChanged 48
		SP:Iteration 15Q (14406.240000 sec): 3 clusters
  Score: Raw -1508394.925132 + Penalty 3114.029109 = -1505280.896023
  nChanged 33
		SP:Iteration 16Q (14406.440000 sec): 3 clusters
  Score: Raw -1508423.623916 + Penalty 3114.029109 = -1505309.594806
  nChanged 22
		SP:Iteration 17Q (14406.670000 sec): 3 clusters
  Score: Raw -1508443.433016 + Penalty 3114.029109 = -1505329.403906
  nChanged 16
		SP:Iteration 18Q (14406.950000 sec): 3 clusters
  Score: Raw -1508457.669910 + Penalty 3114.029109 = -1505343.640800
  nChanged 17
		SP:Iteration 19Q (14407.160000 sec): 3 clusters
  Score: Raw -1508473.651477 + Penalty 3114.029109 = -1505359.622368
  nChanged 10
		SP:Iteration 20F (14407.390000 sec): 3 clusters
  Score: Raw -1508482.164345 + Penalty 3114.029109 = -1505368.135236
  nChanged 8
		SP:Iteration 21Q (14407.590000 sec): 3 clusters
  Score: Raw -1508487.390945 + Penalty 3114.029109 = -1505373.361836
  nChanged 5
		SP:Iteration 22Q (14407.900000 sec): 3 clusters
  Score: Raw -1508491.097688 + Penalty 3114.029109 = -1505377.068579
  nChanged 3
		SP:Iteration 23Q (14408.100000 sec): 3 clusters
  Score: Raw -1508492.951431 + Penalty 3114.029109 = -1505378.922322
  nChanged 1
		SP:Iteration 24Q (14408.340000 sec): 3 clusters
  Score: Raw -1508493.906295 + Penalty 3114.029109 = -1505379.877186
  nChanged 2
		SP:Iteration 25Q (14408.580000 sec): 3 clusters
  Score: Raw -1508494.982301 + Penalty 3114.029109 = -1505380.953191
  nChanged 2
		SP:Iteration 26Q (14408.810000 sec): 3 clusters
  Score: Raw -1508495.907534 + Penalty 3114.029109 = -1505381.878424
  nChanged 1
		SP:Iteration 27Q (14409.030000 sec): 3 clusters
  Score: Raw -1508496.453323 + Penalty 3114.029109 = -1505382.424214
  nChanged 1
		SP:Iteration 28Q (14409.230000 sec): 3 clusters
  Score: Raw -1508496.692016 + Penalty 3114.029109 = -1505382.662907
  nChanged 0
		SP:Iteration 29F (14409.480000 sec): 3 clusters
  Score: Raw -1508496.692016 + Penalty 3114.029109 = -1505382.662907
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 29 (7813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14409.590000 sec): 2 clusters
  Score: Raw -807872.516307 + Penalty 1456.575947 = -806415.940359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14409.880000 sec): 3 clusters
  Score: Raw -803566.919829 + Penalty 2913.151895 = -800653.767934
  nChanged 3358
		SP:Iteration 1F (14410.090000 sec): 3 clusters
  Score: Raw -805493.626172 + Penalty 2913.151895 = -802580.474277
  nChanged 611
		SP:Iteration 2F (14410.280000 sec): 3 clusters
  Score: Raw -805888.823760 + Penalty 2913.151895 = -802975.671865
  nChanged 537
		SP:Iteration 3F (14410.480000 sec): 3 clusters
  Score: Raw -806257.277170 + Penalty 2913.151895 = -803344.125275
  nChanged 469
		SP:Iteration 4F (14410.690000 sec): 3 clusters
  Score: Raw -806612.284626 + Penalty 2913.151895 = -803699.132731
  nChanged 435
		SP:Iteration 5F (14410.940000 sec): 3 clusters
  Score: Raw -806927.163554 + Penalty 2913.151895 = -804014.011659
  nChanged 416
		SP:Iteration 6F (14411.130000 sec): 3 clusters
  Score: Raw -807213.851483 + Penalty 2913.151895 = -804300.699588
  nChanged 368
		SP:Iteration 7Q (14411.350000 sec): 3 clusters
  Score: Raw -807437.756981 + Penalty 2913.151895 = -804524.605086
  nChanged 298
		SP:Iteration 8Q (14411.530000 sec): 3 clusters
  Score: Raw -807602.424481 + Penalty 2913.151895 = -804689.272586
  nChanged 246
		SP:Iteration 9Q (14411.790000 sec): 3 clusters
  Score: Raw -807721.133842 + Penalty 2913.151895 = -804807.981947
  nChanged 171
		SP:Iteration 10Q (14412.040000 sec): 3 clusters
  Score: Raw -807796.081890 + Penalty 2913.151895 = -804882.929995
  nChanged 141
		SP:Iteration 11Q (14412.250000 sec): 3 clusters
  Score: Raw -807852.808907 + Penalty 2913.151895 = -804939.657012
  nChanged 111
		SP:Iteration 12Q (14412.460000 sec): 3 clusters
  Score: Raw -807895.928869 + Penalty 2913.151895 = -804982.776974
  nChanged 120
		SP:Iteration 13Q (14412.660000 sec): 3 clusters
  Score: Raw -807943.279088 + Penalty 2913.151895 = -805030.127193
  nChanged 108
		SP:Iteration 14Q (14412.880000 sec): 3 clusters
  Score: Raw -807980.325467 + Penalty 2913.151895 = -805067.173572
  nChanged 78
		SP:Iteration 15Q (14413.110000 sec): 3 clusters
  Score: Raw -808006.963768 + Penalty 2913.151895 = -805093.811873
  nChanged 79
		SP:Iteration 16Q (14413.290000 sec): 3 clusters
  Score: Raw -808030.973933 + Penalty 2913.151895 = -805117.822039
  nChanged 53
		SP:Iteration 17Q (14413.530000 sec): 3 clusters
  Score: Raw -808043.852043 + Penalty 2913.151895 = -805130.700148
  nChanged 52
		SP:Iteration 18Q (14413.720000 sec): 3 clusters
  Score: Raw -808059.497728 + Penalty 2913.151895 = -805146.345833
  nChanged 58
		SP:Iteration 19Q (14413.900000 sec): 3 clusters
  Score: Raw -808077.490601 + Penalty 2913.151895 = -805164.338706
  nChanged 51
		SP:Iteration 20F (14414.130000 sec): 3 clusters
  Score: Raw -808097.543128 + Penalty 2913.151895 = -805184.391233
  nChanged 54
		SP:Iteration 21Q (14414.290000 sec): 3 clusters
  Score: Raw -808118.362384 + Penalty 2913.151895 = -805205.210490
  nChanged 66
		SP:Iteration 22Q (14414.530000 sec): 3 clusters
  Score: Raw -808145.072441 + Penalty 2913.151895 = -805231.920546
  nChanged 65
		SP:Iteration 23Q (14414.720000 sec): 3 clusters
  Score: Raw -808175.836057 + Penalty 2913.151895 = -805262.684162
  nChanged 62
		SP:Iteration 24Q (14414.950000 sec): 3 clusters
  Score: Raw -808206.687057 + Penalty 2913.151895 = -805293.535162
  nChanged 62
		SP:Iteration 25Q (14415.120000 sec): 3 clusters
  Score: Raw -808238.195986 + Penalty 2913.151895 = -805325.044091
  nChanged 57
		SP:Iteration 26Q (14415.310000 sec): 3 clusters
  Score: Raw -808274.976892 + Penalty 2913.151895 = -805361.824997
  nChanged 60
		SP:Iteration 27Q (14415.540000 sec): 3 clusters
  Score: Raw -808317.172007 + Penalty 2913.151895 = -805404.020112
  nChanged 64
		SP:Iteration 28Q (14415.750000 sec): 3 clusters
  Score: Raw -808354.914670 + Penalty 2913.151895 = -805441.762775
  nChanged 56
		SP:Iteration 29Q (14415.970000 sec): 3 clusters
  Score: Raw -808387.339021 + Penalty 2913.151895 = -805474.187126
  nChanged 57
		SP:Iteration 30Q (14416.200000 sec): 3 clusters
  Score: Raw -808421.063823 + Penalty 2913.151895 = -805507.911928
  nChanged 55
		SP:Iteration 31Q (14416.390000 sec): 3 clusters
  Score: Raw -808455.469573 + Penalty 2913.151895 = -805542.317678
  nChanged 53
		SP:Iteration 32Q (14416.630000 sec): 3 clusters
  Score: Raw -808484.732160 + Penalty 2913.151895 = -805571.580265
  nChanged 39
		SP:Iteration 33Q (14416.850000 sec): 3 clusters
  Score: Raw -808500.973955 + Penalty 2913.151895 = -805587.822060
  nChanged 31
		SP:Iteration 34Q (14417.070000 sec): 3 clusters
  Score: Raw -808513.739161 + Penalty 2913.151895 = -805600.587266
  nChanged 24
		SP:Iteration 35Q (14417.250000 sec): 3 clusters
  Score: Raw -808522.052085 + Penalty 2913.151895 = -805608.900190
  nChanged 21
		SP:Iteration 36Q (14417.480000 sec): 3 clusters
  Score: Raw -808530.792296 + Penalty 2913.151895 = -805617.640401
  nChanged 19
		SP:Iteration 37Q (14417.700000 sec): 3 clusters
  Score: Raw -808538.334042 + Penalty 2913.151895 = -805625.182147
  nChanged 13
		SP:Iteration 38Q (14417.940000 sec): 3 clusters
  Score: Raw -808543.148731 + Penalty 2913.151895 = -805629.996836
  nChanged 7
		SP:Iteration 39Q (14418.140000 sec): 3 clusters
  Score: Raw -808545.061871 + Penalty 2913.151895 = -805631.909976
  nChanged 8
		SP:Iteration 40F (14418.350000 sec): 3 clusters
  Score: Raw -808547.959756 + Penalty 2913.151895 = -805634.807861
  nChanged 10
		SP:Iteration 41Q (14418.550000 sec): 3 clusters
  Score: Raw -808550.749078 + Penalty 2913.151895 = -805637.597183
  nChanged 10
		SP:Iteration 42Q (14418.770000 sec): 3 clusters
  Score: Raw -808553.164454 + Penalty 2913.151895 = -805640.012559
  nChanged 8
		SP:Iteration 43Q (14418.970000 sec): 3 clusters
  Score: Raw -808556.914051 + Penalty 2913.151895 = -805643.762156
  nChanged 10
		SP:Iteration 44Q (14419.170000 sec): 3 clusters
  Score: Raw -808562.618825 + Penalty 2913.151895 = -805649.466930
  nChanged 18
		SP:Iteration 45Q (14419.410000 sec): 3 clusters
  Score: Raw -808568.815775 + Penalty 2913.151895 = -805655.663880
  nChanged 12
		SP:Iteration 46Q (14419.660000 sec): 3 clusters
  Score: Raw -808571.311538 + Penalty 2913.151895 = -805658.159643
  nChanged 8
		SP:Iteration 47Q (14419.800000 sec): 3 clusters
  Score: Raw -808573.211355 + Penalty 2913.151895 = -805660.059460
  nChanged 4
		SP:Iteration 48Q (14420.050000 sec): 3 clusters
  Score: Raw -808574.342022 + Penalty 2913.151895 = -805661.190127
  nChanged 8
		SP:Iteration 49Q (14420.280000 sec): 3 clusters
  Score: Raw -808577.109989 + Penalty 2913.151895 = -805663.958094
  nChanged 9
		SP:Iteration 50Q (14420.450000 sec): 3 clusters
  Score: Raw -808580.115740 + Penalty 2913.151895 = -805666.963845
  nChanged 4
		SP:Iteration 51Q (14420.680000 sec): 3 clusters
  Score: Raw -808581.384579 + Penalty 2913.151895 = -805668.232684
  nChanged 4
		SP:Iteration 52Q (14420.900000 sec): 3 clusters
  Score: Raw -808582.281165 + Penalty 2913.151895 = -805669.129270
  nChanged 2
		SP:Iteration 53Q (14421.090000 sec): 3 clusters
  Score: Raw -808582.851893 + Penalty 2913.151895 = -805669.699998
  nChanged 1
		SP:Iteration 54Q (14421.310000 sec): 3 clusters
  Score: Raw -808583.619556 + Penalty 2913.151895 = -805670.467661
  nChanged 4
		SP:Iteration 55Q (14421.530000 sec): 3 clusters
  Score: Raw -808585.078380 + Penalty 2913.151895 = -805671.926486
  nChanged 5
		SP:Iteration 56Q (14421.710000 sec): 3 clusters
  Score: Raw -808586.222427 + Penalty 2913.151895 = -805673.070532
  nChanged 7
		SP:Iteration 57Q (14422.010000 sec): 3 clusters
  Score: Raw -808587.909221 + Penalty 2913.151895 = -805674.757326
  nChanged 6
		SP:Iteration 58Q (14422.230000 sec): 3 clusters
  Score: Raw -808589.790549 + Penalty 2913.151895 = -805676.638654
  nChanged 4
		SP:Iteration 59Q (14422.490000 sec): 3 clusters
  Score: Raw -808590.952169 + Penalty 2913.151895 = -805677.800274
  nChanged 3
		SP:Iteration 60F (14422.700000 sec): 3 clusters
  Score: Raw -808592.288241 + Penalty 2913.151895 = -805679.136346
  nChanged 5
		SP:Iteration 61Q (14422.900000 sec): 3 clusters
  Score: Raw -808594.002877 + Penalty 2913.151895 = -805680.850982
  nChanged 6
		SP:Iteration 62Q (14423.080000 sec): 3 clusters
  Score: Raw -808595.282324 + Penalty 2913.151895 = -805682.130429
  nChanged 3
		SP:Iteration 63Q (14423.290000 sec): 3 clusters
  Score: Raw -808595.936039 + Penalty 2913.151895 = -805682.784145
  nChanged 2
		SP:Iteration 64Q (14423.560000 sec): 3 clusters
  Score: Raw -808596.513731 + Penalty 2913.151895 = -805683.361836
  nChanged 4
		SP:Iteration 65Q (14423.720000 sec): 3 clusters
  Score: Raw -808597.768977 + Penalty 2913.151895 = -805684.617082
  nChanged 3
		SP:Iteration 66Q (14423.930000 sec): 3 clusters
  Score: Raw -808598.806001 + Penalty 2913.151895 = -805685.654106
  nChanged 5
		SP:Iteration 67Q (14424.130000 sec): 3 clusters
  Score: Raw -808600.563943 + Penalty 2913.151895 = -805687.412048
  nChanged 5
		SP:Iteration 68Q (14424.380000 sec): 3 clusters
  Score: Raw -808601.733389 + Penalty 2913.151895 = -805688.581494
  nChanged 3
		SP:Iteration 69Q (14424.560000 sec): 3 clusters
  Score: Raw -808602.237083 + Penalty 2913.151895 = -805689.085189
  nChanged 0
		SP:Iteration 70F (14424.750000 sec): 3 clusters
  Score: Raw -808602.237083 + Penalty 2913.151895 = -805689.085189
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 30 (1470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14424.900000 sec): 2 clusters
  Score: Raw -157218.204615 + Penalty 1185.115373 = -156033.089242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14425.080000 sec): 3 clusters
  Score: Raw -156615.920535 + Penalty 2370.230746 = -154245.689789
  nChanged 495
		SP:Iteration 1F (14425.260000 sec): 3 clusters
  Score: Raw -156984.639987 + Penalty 2370.230746 = -154614.409241
  nChanged 107
		SP:Iteration 2F (14425.500000 sec): 3 clusters
  Score: Raw -157070.031179 + Penalty 2370.230746 = -154699.800433
  nChanged 57
		SP:Iteration 3Q (14425.630000 sec): 3 clusters
  Score: Raw -157121.952645 + Penalty 2370.230746 = -154751.721899
  nChanged 48
		SP:Iteration 4Q (14425.790000 sec): 3 clusters
  Score: Raw -157158.702104 + Penalty 2370.230746 = -154788.471358
  nChanged 21
		SP:Iteration 5Q (14425.990000 sec): 3 clusters
  Score: Raw -157171.605100 + Penalty 2370.230746 = -154801.374354
  nChanged 14
		SP:Iteration 6Q (14426.200000 sec): 3 clusters
  Score: Raw -157183.669165 + Penalty 2370.230746 = -154813.438419
  nChanged 17
		SP:Iteration 7Q (14426.400000 sec): 3 clusters
  Score: Raw -157194.858700 + Penalty 2370.230746 = -154824.627954
  nChanged 9
		SP:Iteration 8Q (14426.640000 sec): 3 clusters
  Score: Raw -157199.677314 + Penalty 2370.230746 = -154829.446568
  nChanged 6
		SP:Iteration 9Q (14426.770000 sec): 3 clusters
  Score: Raw -157203.293519 + Penalty 2370.230746 = -154833.062773
  nChanged 3
		SP:Iteration 10Q (14426.980000 sec): 3 clusters
  Score: Raw -157206.842244 + Penalty 2370.230746 = -154836.611498
  nChanged 6
		SP:Iteration 11Q (14427.170000 sec): 3 clusters
  Score: Raw -157209.869635 + Penalty 2370.230746 = -154839.638889
  nChanged 5
		SP:Iteration 12Q (14427.310000 sec): 3 clusters
  Score: Raw -157211.633083 + Penalty 2370.230746 = -154841.402337
  nChanged 2
		SP:Iteration 13Q (14427.470000 sec): 3 clusters
  Score: Raw -157212.621042 + Penalty 2370.230746 = -154842.390296
  nChanged 1
		SP:Iteration 14Q (14427.680000 sec): 3 clusters
  Score: Raw -157212.967196 + Penalty 2370.230746 = -154842.736450
  nChanged 1
		SP:Iteration 15Q (14427.820000 sec): 3 clusters
  Score: Raw -157213.123562 + Penalty 2370.230746 = -154842.892816
  nChanged 0
		SP:Iteration 16F (14428.000000 sec): 3 clusters
  Score: Raw -157213.123562 + Penalty 2370.230746 = -154842.892816
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 31 (6375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14428.100000 sec): 2 clusters
  Score: Raw -536636.535913 + Penalty 1423.522648 = -535213.013266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14428.270000 sec): 3 clusters
  Score: Raw -533231.354067 + Penalty 2847.045295 = -530384.308772
  nChanged 2707
		SP:Iteration 1F (14428.500000 sec): 3 clusters
  Score: Raw -534743.792025 + Penalty 2847.045295 = -531896.746730
  nChanged 488
		SP:Iteration 2F (14428.700000 sec): 3 clusters
  Score: Raw -535036.303527 + Penalty 2847.045295 = -532189.258231
  nChanged 402
		SP:Iteration 3F (14428.890000 sec): 3 clusters
  Score: Raw -535250.815637 + Penalty 2847.045295 = -532403.770342
  nChanged 300
		SP:Iteration 4Q (14429.130000 sec): 3 clusters
  Score: Raw -535388.971994 + Penalty 2847.045295 = -532541.926698
  nChanged 219
		SP:Iteration 5Q (14429.320000 sec): 3 clusters
  Score: Raw -535483.347226 + Penalty 2847.045295 = -532636.301931
  nChanged 189
		SP:Iteration 6Q (14429.520000 sec): 3 clusters
  Score: Raw -535560.844283 + Penalty 2847.045295 = -532713.798988
  nChanged 173
		SP:Iteration 7Q (14429.730000 sec): 3 clusters
  Score: Raw -535627.861900 + Penalty 2847.045295 = -532780.816605
  nChanged 139
		SP:Iteration 8Q (14429.900000 sec): 3 clusters
  Score: Raw -535678.088996 + Penalty 2847.045295 = -532831.043700
  nChanged 129
		SP:Iteration 9Q (14430.120000 sec): 3 clusters
  Score: Raw -535729.448776 + Penalty 2847.045295 = -532882.403481
  nChanged 140
		SP:Iteration 10Q (14430.340000 sec): 3 clusters
  Score: Raw -535786.238256 + Penalty 2847.045295 = -532939.192961
  nChanged 128
		SP:Iteration 11Q (14430.520000 sec): 3 clusters
  Score: Raw -535833.561094 + Penalty 2847.045295 = -532986.515799
  nChanged 114
		SP:Iteration 12Q (14430.720000 sec): 3 clusters
  Score: Raw -535876.882005 + Penalty 2847.045295 = -533029.836710
  nChanged 110
		SP:Iteration 13Q (14430.900000 sec): 3 clusters
  Score: Raw -535916.670612 + Penalty 2847.045295 = -533069.625317
  nChanged 104
		SP:Iteration 14Q (14431.070000 sec): 3 clusters
  Score: Raw -535958.306535 + Penalty 2847.045295 = -533111.261240
  nChanged 108
		SP:Iteration 15Q (14431.240000 sec): 3 clusters
  Score: Raw -536006.164213 + Penalty 2847.045295 = -533159.118917
  nChanged 131
		SP:Iteration 16Q (14431.440000 sec): 3 clusters
  Score: Raw -536070.822807 + Penalty 2847.045295 = -533223.777512
  nChanged 124
		SP:Iteration 17Q (14431.670000 sec): 3 clusters
  Score: Raw -536132.572540 + Penalty 2847.045295 = -533285.527245
  nChanged 116
		SP:Iteration 18Q (14431.860000 sec): 3 clusters
  Score: Raw -536199.776720 + Penalty 2847.045295 = -533352.731425
  nChanged 114
		SP:Iteration 19Q (14432.080000 sec): 3 clusters
  Score: Raw -536254.234518 + Penalty 2847.045295 = -533407.189223
  nChanged 93
		SP:Iteration 20F (14432.250000 sec): 3 clusters
  Score: Raw -536297.862049 + Penalty 2847.045295 = -533450.816754
  nChanged 81
		SP:Iteration 21Q (14432.390000 sec): 3 clusters
  Score: Raw -536343.018480 + Penalty 2847.045295 = -533495.973185
  nChanged 84
		SP:Iteration 22Q (14432.610000 sec): 3 clusters
  Score: Raw -536396.790188 + Penalty 2847.045295 = -533549.744893
  nChanged 75
		SP:Iteration 23Q (14432.830000 sec): 3 clusters
  Score: Raw -536443.125461 + Penalty 2847.045295 = -533596.080166
  nChanged 79
		SP:Iteration 24Q (14433.040000 sec): 3 clusters
  Score: Raw -536483.302942 + Penalty 2847.045295 = -533636.257647
  nChanged 69
		SP:Iteration 25Q (14433.260000 sec): 3 clusters
  Score: Raw -536516.344953 + Penalty 2847.045295 = -533669.299657
  nChanged 59
		SP:Iteration 26Q (14433.460000 sec): 3 clusters
  Score: Raw -536539.389964 + Penalty 2847.045295 = -533692.344669
  nChanged 50
		SP:Iteration 27Q (14433.630000 sec): 3 clusters
  Score: Raw -536558.515996 + Penalty 2847.045295 = -533711.470701
  nChanged 41
		SP:Iteration 28Q (14433.780000 sec): 3 clusters
  Score: Raw -536578.120683 + Penalty 2847.045295 = -533731.075388
  nChanged 41
		SP:Iteration 29Q (14433.950000 sec): 3 clusters
  Score: Raw -536593.222996 + Penalty 2847.045295 = -533746.177700
  nChanged 39
		SP:Iteration 30Q (14434.120000 sec): 3 clusters
  Score: Raw -536609.933769 + Penalty 2847.045295 = -533762.888474
  nChanged 39
		SP:Iteration 31Q (14434.330000 sec): 3 clusters
  Score: Raw -536626.191728 + Penalty 2847.045295 = -533779.146432
  nChanged 39
		SP:Iteration 32Q (14434.520000 sec): 3 clusters
  Score: Raw -536641.979486 + Penalty 2847.045295 = -533794.934191
  nChanged 37
		SP:Iteration 33Q (14434.700000 sec): 3 clusters
  Score: Raw -536657.433424 + Penalty 2847.045295 = -533810.388128
  nChanged 37
		SP:Iteration 34Q (14434.850000 sec): 3 clusters
  Score: Raw -536672.807745 + Penalty 2847.045295 = -533825.762449
  nChanged 34
		SP:Iteration 35Q (14435.060000 sec): 3 clusters
  Score: Raw -536685.736453 + Penalty 2847.045295 = -533838.691158
  nChanged 27
		SP:Iteration 36Q (14435.230000 sec): 3 clusters
  Score: Raw -536695.594770 + Penalty 2847.045295 = -533848.549475
  nChanged 23
		SP:Iteration 37Q (14435.420000 sec): 3 clusters
  Score: Raw -536703.286056 + Penalty 2847.045295 = -533856.240761
  nChanged 33
		SP:Iteration 38Q (14435.610000 sec): 3 clusters
  Score: Raw -536718.055594 + Penalty 2847.045295 = -533871.010299
  nChanged 32
		SP:Iteration 39Q (14435.780000 sec): 3 clusters
  Score: Raw -536729.723007 + Penalty 2847.045295 = -533882.677711
  nChanged 23
		SP:Iteration 40F (14435.980000 sec): 3 clusters
  Score: Raw -536739.255695 + Penalty 2847.045295 = -533892.210400
  nChanged 24
		SP:Iteration 41Q (14436.150000 sec): 3 clusters
  Score: Raw -536748.086422 + Penalty 2847.045295 = -533901.041126
  nChanged 23
		SP:Iteration 42Q (14436.380000 sec): 3 clusters
  Score: Raw -536758.037204 + Penalty 2847.045295 = -533910.991909
  nChanged 22
		SP:Iteration 43Q (14436.580000 sec): 3 clusters
  Score: Raw -536768.336832 + Penalty 2847.045295 = -533921.291537
  nChanged 22
		SP:Iteration 44Q (14436.820000 sec): 3 clusters
  Score: Raw -536778.331851 + Penalty 2847.045295 = -533931.286556
  nChanged 18
		SP:Iteration 45Q (14437.010000 sec): 3 clusters
  Score: Raw -536786.254992 + Penalty 2847.045295 = -533939.209697
  nChanged 15
		SP:Iteration 46Q (14437.250000 sec): 3 clusters
  Score: Raw -536794.347049 + Penalty 2847.045295 = -533947.301753
  nChanged 17
		SP:Iteration 47Q (14437.410000 sec): 3 clusters
  Score: Raw -536800.218881 + Penalty 2847.045295 = -533953.173586
  nChanged 14
		SP:Iteration 48Q (14437.590000 sec): 3 clusters
  Score: Raw -536806.099251 + Penalty 2847.045295 = -533959.053956
  nChanged 16
		SP:Iteration 49Q (14437.790000 sec): 3 clusters
  Score: Raw -536811.707272 + Penalty 2847.045295 = -533964.661977
  nChanged 11
		SP:Iteration 50Q (14437.990000 sec): 3 clusters
  Score: Raw -536815.412418 + Penalty 2847.045295 = -533968.367123
  nChanged 7
		SP:Iteration 51Q (14438.180000 sec): 3 clusters
  Score: Raw -536822.828951 + Penalty 2847.045295 = -533975.783656
  nChanged 13
		SP:Iteration 52Q (14438.330000 sec): 3 clusters
  Score: Raw -536827.889415 + Penalty 2847.045295 = -533980.844120
  nChanged 13
		SP:Iteration 53Q (14438.520000 sec): 3 clusters
  Score: Raw -536832.676711 + Penalty 2847.045295 = -533985.631416
  nChanged 12
		SP:Iteration 54Q (14438.750000 sec): 3 clusters
  Score: Raw -536837.670091 + Penalty 2847.045295 = -533990.624795
  nChanged 15
		SP:Iteration 55Q (14438.950000 sec): 3 clusters
  Score: Raw -536844.208352 + Penalty 2847.045295 = -533997.163057
  nChanged 18
		SP:Iteration 56Q (14439.150000 sec): 3 clusters
  Score: Raw -536851.780812 + Penalty 2847.045295 = -534004.735517
  nChanged 15
		SP:Iteration 57Q (14439.340000 sec): 3 clusters
  Score: Raw -536857.545919 + Penalty 2847.045295 = -534010.500624
  nChanged 12
		SP:Iteration 58Q (14439.480000 sec): 3 clusters
  Score: Raw -536861.750280 + Penalty 2847.045295 = -534014.704985
  nChanged 9
		SP:Iteration 59Q (14439.650000 sec): 3 clusters
  Score: Raw -536865.151555 + Penalty 2847.045295 = -534018.106259
  nChanged 13
		SP:Iteration 60F (14439.840000 sec): 3 clusters
  Score: Raw -536869.968434 + Penalty 2847.045295 = -534022.923139
  nChanged 7
		SP:Iteration 61Q (14440.030000 sec): 3 clusters
  Score: Raw -536872.918871 + Penalty 2847.045295 = -534025.873575
  nChanged 5
		SP:Iteration 62Q (14440.210000 sec): 3 clusters
  Score: Raw -536874.758491 + Penalty 2847.045295 = -534027.713196
  nChanged 6
		SP:Iteration 63Q (14440.440000 sec): 3 clusters
  Score: Raw -536876.484819 + Penalty 2847.045295 = -534029.439524
  nChanged 2
		SP:Iteration 64Q (14440.620000 sec): 3 clusters
  Score: Raw -536876.902956 + Penalty 2847.045295 = -534029.857660
  nChanged 1
		SP:Iteration 65Q (14440.790000 sec): 3 clusters
  Score: Raw -536877.183101 + Penalty 2847.045295 = -534030.137806
  nChanged 1
		SP:Iteration 66Q (14441.000000 sec): 3 clusters
  Score: Raw -536877.514010 + Penalty 2847.045295 = -534030.468715
  nChanged 1
		SP:Iteration 67Q (14441.190000 sec): 3 clusters
  Score: Raw -536877.811921 + Penalty 2847.045295 = -534030.766626
  nChanged 0
		SP:Iteration 68F (14441.400000 sec): 3 clusters
  Score: Raw -536877.811921 + Penalty 2847.045295 = -534030.766626
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 32 (35555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14441.640000 sec): 2 clusters
  Score: Raw -3738085.443062 + Penalty 1702.810862 = -3736382.632200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14441.990000 sec): 3 clusters
  Score: Raw -3716003.821059 + Penalty 3405.621724 = -3712598.199335
  nChanged 16366
		SP:Iteration 1F (14442.280000 sec): 3 clusters
  Score: Raw -3724899.271773 + Penalty 3405.621724 = -3721493.650050
  nChanged 1396
		SP:Iteration 2Q (14442.630000 sec): 3 clusters
  Score: Raw -3725297.983490 + Penalty 3405.621724 = -3721892.361766
  nChanged 1355
		SP:Iteration 3Q (14443.010000 sec): 3 clusters
  Score: Raw -3725674.926420 + Penalty 3405.621724 = -3722269.304697
  nChanged 1294
		SP:Iteration 4Q (14443.350000 sec): 3 clusters
  Score: Raw -3726071.777102 + Penalty 3405.621724 = -3722666.155378
  nChanged 1424
		SP:Iteration 5Q (14443.700000 sec): 3 clusters
  Score: Raw -3726570.106656 + Penalty 3405.621724 = -3723164.484933
  nChanged 1570
		SP:Iteration 6Q (14444.080000 sec): 3 clusters
  Score: Raw -3727215.613381 + Penalty 3405.621724 = -3723809.991657
  nChanged 1687
		SP:Iteration 7Q (14444.450000 sec): 3 clusters
  Score: Raw -3728026.050863 + Penalty 3405.621724 = -3724620.429139
  nChanged 1920
		SP:Iteration 8F (14444.780000 sec): 3 clusters
  Score: Raw -3729102.085277 + Penalty 3405.621724 = -3725696.463554
  nChanged 1966
		SP:Iteration 9F (14445.090000 sec): 3 clusters
  Score: Raw -3730375.703387 + Penalty 3405.621724 = -3726970.081663
  nChanged 2007
		SP:Iteration 10F (14445.410000 sec): 3 clusters
  Score: Raw -3731789.385069 + Penalty 3405.621724 = -3728383.763346
  nChanged 1744
		SP:Iteration 11Q (14445.740000 sec): 3 clusters
  Score: Raw -3733036.559213 + Penalty 3405.621724 = -3729630.937489
  nChanged 1445
		SP:Iteration 12Q (14446.090000 sec): 3 clusters
  Score: Raw -3734032.388932 + Penalty 3405.621724 = -3730626.767208
  nChanged 1183
		SP:Iteration 13Q (14446.410000 sec): 3 clusters
  Score: Raw -3734802.095206 + Penalty 3405.621724 = -3731396.473482
  nChanged 1008
		SP:Iteration 14Q (14446.760000 sec): 3 clusters
  Score: Raw -3735443.024499 + Penalty 3405.621724 = -3732037.402775
  nChanged 870
		SP:Iteration 15Q (14447.100000 sec): 3 clusters
  Score: Raw -3735989.275382 + Penalty 3405.621724 = -3732583.653659
  nChanged 736
		SP:Iteration 16Q (14447.450000 sec): 3 clusters
  Score: Raw -3736458.096283 + Penalty 3405.621724 = -3733052.474560
  nChanged 642
		SP:Iteration 17Q (14447.740000 sec): 3 clusters
  Score: Raw -3736895.329529 + Penalty 3405.621724 = -3733489.707806
  nChanged 581
		SP:Iteration 18Q (14448.100000 sec): 3 clusters
  Score: Raw -3737296.705400 + Penalty 3405.621724 = -3733891.083677
  nChanged 454
		SP:Iteration 19Q (14448.410000 sec): 3 clusters
  Score: Raw -3737631.641097 + Penalty 3405.621724 = -3734226.019374
  nChanged 333
		SP:Iteration 20F (14448.730000 sec): 3 clusters
  Score: Raw -3737894.756719 + Penalty 3405.621724 = -3734489.134996
  nChanged 209
		SP:Iteration 21Q (14449.030000 sec): 3 clusters
  Score: Raw -3738089.001387 + Penalty 3405.621724 = -3734683.379664
  nChanged 150
		SP:Iteration 22Q (14449.410000 sec): 3 clusters
  Score: Raw -3738230.027400 + Penalty 3405.621724 = -3734824.405676
  nChanged 79
		SP:Iteration 23Q (14449.670000 sec): 3 clusters
  Score: Raw -3738301.368531 + Penalty 3405.621724 = -3734895.746807
  nChanged 42
		SP:Iteration 24Q (14449.960000 sec): 3 clusters
  Score: Raw -3738339.138422 + Penalty 3405.621724 = -3734933.516699
  nChanged 31
		SP:Iteration 25Q (14450.300000 sec): 3 clusters
  Score: Raw -3738370.157748 + Penalty 3405.621724 = -3734964.536025
  nChanged 30
		SP:Iteration 26Q (14450.550000 sec): 3 clusters
  Score: Raw -3738396.800446 + Penalty 3405.621724 = -3734991.178723
  nChanged 22
		SP:Iteration 27Q (14450.870000 sec): 3 clusters
  Score: Raw -3738411.492848 + Penalty 3405.621724 = -3735005.871125
  nChanged 13
		SP:Iteration 28Q (14451.190000 sec): 3 clusters
  Score: Raw -3738422.190349 + Penalty 3405.621724 = -3735016.568626
  nChanged 14
		SP:Iteration 29Q (14451.440000 sec): 3 clusters
  Score: Raw -3738433.469183 + Penalty 3405.621724 = -3735027.847459
  nChanged 10
		SP:Iteration 30Q (14451.750000 sec): 3 clusters
  Score: Raw -3738440.904713 + Penalty 3405.621724 = -3735035.282989
  nChanged 8
		SP:Iteration 31Q (14452.040000 sec): 3 clusters
  Score: Raw -3738446.968443 + Penalty 3405.621724 = -3735041.346719
  nChanged 5
		SP:Iteration 32Q (14452.280000 sec): 3 clusters
  Score: Raw -3738451.783478 + Penalty 3405.621724 = -3735046.161755
  nChanged 1
		SP:Iteration 33Q (14452.530000 sec): 3 clusters
  Score: Raw -3738452.352905 + Penalty 3405.621724 = -3735046.731181
  nChanged 0
		SP:Iteration 34F (14452.880000 sec): 3 clusters
  Score: Raw -3738452.352905 + Penalty 3405.621724 = -3735046.731181
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 33 (11997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14453.040000 sec): 2 clusters
  Score: Raw -1170137.071988 + Penalty 1526.266933 = -1168610.805055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14453.240000 sec): 3 clusters
  Score: Raw -1163217.988188 + Penalty 3052.533867 = -1160165.454322
  nChanged 5307
		SP:Iteration 1F (14453.500000 sec): 3 clusters
  Score: Raw -1166409.668638 + Penalty 3052.533867 = -1163357.134772
  nChanged 902
		SP:Iteration 2F (14453.710000 sec): 3 clusters
  Score: Raw -1167035.886037 + Penalty 3052.533867 = -1163983.352170
  nChanged 845
		SP:Iteration 3F (14453.910000 sec): 3 clusters
  Score: Raw -1167627.706155 + Penalty 3052.533867 = -1164575.172289
  nChanged 791
		SP:Iteration 4F (14454.130000 sec): 3 clusters
  Score: Raw -1168176.700277 + Penalty 3052.533867 = -1165124.166411
  nChanged 698
		SP:Iteration 5F (14454.370000 sec): 3 clusters
  Score: Raw -1168636.144643 + Penalty 3052.533867 = -1165583.610776
  nChanged 574
		SP:Iteration 6Q (14454.610000 sec): 3 clusters
  Score: Raw -1168974.082964 + Penalty 3052.533867 = -1165921.549097
  nChanged 477
		SP:Iteration 7Q (14454.830000 sec): 3 clusters
  Score: Raw -1169235.758514 + Penalty 3052.533867 = -1166183.224648
  nChanged 395
		SP:Iteration 8Q (14455.050000 sec): 3 clusters
  Score: Raw -1169436.582070 + Penalty 3052.533867 = -1166384.048203
  nChanged 315
		SP:Iteration 9Q (14455.270000 sec): 3 clusters
  Score: Raw -1169597.945302 + Penalty 3052.533867 = -1166545.411436
  nChanged 277
		SP:Iteration 10Q (14455.510000 sec): 3 clusters
  Score: Raw -1169738.307511 + Penalty 3052.533867 = -1166685.773644
  nChanged 216
		SP:Iteration 11Q (14455.710000 sec): 3 clusters
  Score: Raw -1169843.587800 + Penalty 3052.533867 = -1166791.053933
  nChanged 196
		SP:Iteration 12Q (14455.890000 sec): 3 clusters
  Score: Raw -1169944.229170 + Penalty 3052.533867 = -1166891.695304
  nChanged 192
		SP:Iteration 13Q (14456.090000 sec): 3 clusters
  Score: Raw -1170029.962668 + Penalty 3052.533867 = -1166977.428801
  nChanged 153
		SP:Iteration 14Q (14456.280000 sec): 3 clusters
  Score: Raw -1170090.237033 + Penalty 3052.533867 = -1167037.703166
  nChanged 140
		SP:Iteration 15Q (14456.480000 sec): 3 clusters
  Score: Raw -1170144.953725 + Penalty 3052.533867 = -1167092.419858
  nChanged 138
		SP:Iteration 16Q (14456.670000 sec): 3 clusters
  Score: Raw -1170200.089500 + Penalty 3052.533867 = -1167147.555633
  nChanged 129
		SP:Iteration 17Q (14456.900000 sec): 3 clusters
  Score: Raw -1170253.153499 + Penalty 3052.533867 = -1167200.619632
  nChanged 114
		SP:Iteration 18Q (14457.080000 sec): 3 clusters
  Score: Raw -1170297.164833 + Penalty 3052.533867 = -1167244.630966
  nChanged 83
		SP:Iteration 19Q (14457.320000 sec): 3 clusters
  Score: Raw -1170328.809769 + Penalty 3052.533867 = -1167276.275903
  nChanged 69
		SP:Iteration 20F (14457.480000 sec): 3 clusters
  Score: Raw -1170349.521719 + Penalty 3052.533867 = -1167296.987852
  nChanged 72
		SP:Iteration 21Q (14457.690000 sec): 3 clusters
  Score: Raw -1170373.715084 + Penalty 3052.533867 = -1167321.181217
  nChanged 58
		SP:Iteration 22Q (14457.930000 sec): 3 clusters
  Score: Raw -1170391.848584 + Penalty 3052.533867 = -1167339.314717
  nChanged 54
		SP:Iteration 23Q (14458.130000 sec): 3 clusters
  Score: Raw -1170407.171930 + Penalty 3052.533867 = -1167354.638063
  nChanged 57
		SP:Iteration 24Q (14458.360000 sec): 3 clusters
  Score: Raw -1170427.730707 + Penalty 3052.533867 = -1167375.196840
  nChanged 51
		SP:Iteration 25Q (14458.550000 sec): 3 clusters
  Score: Raw -1170441.637717 + Penalty 3052.533867 = -1167389.103850
  nChanged 34
		SP:Iteration 26Q (14458.790000 sec): 3 clusters
  Score: Raw -1170451.094038 + Penalty 3052.533867 = -1167398.560171
  nChanged 24
		SP:Iteration 27Q (14458.960000 sec): 3 clusters
  Score: Raw -1170459.700032 + Penalty 3052.533867 = -1167407.166165
  nChanged 27
		SP:Iteration 28Q (14459.170000 sec): 3 clusters
  Score: Raw -1170467.864219 + Penalty 3052.533867 = -1167415.330353
  nChanged 20
		SP:Iteration 29Q (14459.430000 sec): 3 clusters
  Score: Raw -1170473.655547 + Penalty 3052.533867 = -1167421.121681
  nChanged 20
		SP:Iteration 30Q (14459.600000 sec): 3 clusters
  Score: Raw -1170480.456639 + Penalty 3052.533867 = -1167427.922773
  nChanged 15
		SP:Iteration 31Q (14459.860000 sec): 3 clusters
  Score: Raw -1170485.942477 + Penalty 3052.533867 = -1167433.408610
  nChanged 20
		SP:Iteration 32Q (14460.100000 sec): 3 clusters
  Score: Raw -1170491.561022 + Penalty 3052.533867 = -1167439.027155
  nChanged 14
		SP:Iteration 33Q (14460.290000 sec): 3 clusters
  Score: Raw -1170495.690082 + Penalty 3052.533867 = -1167443.156215
  nChanged 17
		SP:Iteration 34Q (14460.470000 sec): 3 clusters
  Score: Raw -1170500.159309 + Penalty 3052.533867 = -1167447.625442
  nChanged 14
		SP:Iteration 35Q (14460.690000 sec): 3 clusters
  Score: Raw -1170505.702288 + Penalty 3052.533867 = -1167453.168421
  nChanged 16
		SP:Iteration 36Q (14460.910000 sec): 3 clusters
  Score: Raw -1170511.174820 + Penalty 3052.533867 = -1167458.640953
  nChanged 18
		SP:Iteration 37Q (14461.160000 sec): 3 clusters
  Score: Raw -1170517.806624 + Penalty 3052.533867 = -1167465.272757
  nChanged 12
		SP:Iteration 38Q (14461.330000 sec): 3 clusters
  Score: Raw -1170522.481330 + Penalty 3052.533867 = -1167469.947463
  nChanged 14
		SP:Iteration 39Q (14461.590000 sec): 3 clusters
  Score: Raw -1170526.301241 + Penalty 3052.533867 = -1167473.767375
  nChanged 10
		SP:Iteration 40F (14461.820000 sec): 3 clusters
  Score: Raw -1170529.074559 + Penalty 3052.533867 = -1167476.540693
  nChanged 9
		SP:Iteration 41Q (14462.020000 sec): 3 clusters
  Score: Raw -1170532.309525 + Penalty 3052.533867 = -1167479.775658
  nChanged 13
		SP:Iteration 42Q (14462.230000 sec): 3 clusters
  Score: Raw -1170536.062646 + Penalty 3052.533867 = -1167483.528779
  nChanged 9
		SP:Iteration 43Q (14462.420000 sec): 3 clusters
  Score: Raw -1170538.364214 + Penalty 3052.533867 = -1167485.830347
  nChanged 7
		SP:Iteration 44Q (14462.670000 sec): 3 clusters
  Score: Raw -1170540.179252 + Penalty 3052.533867 = -1167487.645385
  nChanged 8
		SP:Iteration 45Q (14462.860000 sec): 3 clusters
  Score: Raw -1170542.302107 + Penalty 3052.533867 = -1167489.768240
  nChanged 7
		SP:Iteration 46Q (14463.080000 sec): 3 clusters
  Score: Raw -1170544.309107 + Penalty 3052.533867 = -1167491.775241
  nChanged 8
		SP:Iteration 47Q (14463.330000 sec): 3 clusters
  Score: Raw -1170547.709597 + Penalty 3052.533867 = -1167495.175731
  nChanged 7
		SP:Iteration 48Q (14463.540000 sec): 3 clusters
  Score: Raw -1170549.568011 + Penalty 3052.533867 = -1167497.034144
  nChanged 3
		SP:Iteration 49Q (14463.760000 sec): 3 clusters
  Score: Raw -1170550.428928 + Penalty 3052.533867 = -1167497.895062
  nChanged 5
		SP:Iteration 50Q (14463.940000 sec): 3 clusters
  Score: Raw -1170551.404891 + Penalty 3052.533867 = -1167498.871024
  nChanged 1
		SP:Iteration 51Q (14464.150000 sec): 3 clusters
  Score: Raw -1170551.646426 + Penalty 3052.533867 = -1167499.112559
  nChanged 4
		SP:Iteration 52Q (14464.330000 sec): 3 clusters
  Score: Raw -1170552.494629 + Penalty 3052.533867 = -1167499.960762
  nChanged 4
		SP:Iteration 53Q (14464.540000 sec): 3 clusters
  Score: Raw -1170553.106744 + Penalty 3052.533867 = -1167500.572877
  nChanged 2
		SP:Iteration 54Q (14464.780000 sec): 3 clusters
  Score: Raw -1170553.391021 + Penalty 3052.533867 = -1167500.857154
  nChanged 0
		SP:Iteration 55F (14464.980000 sec): 3 clusters
  Score: Raw -1170553.391021 + Penalty 3052.533867 = -1167500.857154
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 34 (9243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14465.080000 sec): 2 clusters
  Score: Raw -976835.522676 + Penalty 1483.888540 = -975351.634135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14465.290000 sec): 3 clusters
  Score: Raw -971679.133075 + Penalty 2967.777081 = -968711.355995
  nChanged 3981
		SP:Iteration 1F (14465.530000 sec): 3 clusters
  Score: Raw -973869.894546 + Penalty 2967.777081 = -970902.117465
  nChanged 544
		SP:Iteration 2F (14465.700000 sec): 3 clusters
  Score: Raw -974114.381547 + Penalty 2967.777081 = -971146.604466
  nChanged 408
		SP:Iteration 3Q (14465.940000 sec): 3 clusters
  Score: Raw -974277.046726 + Penalty 2967.777081 = -971309.269645
  nChanged 358
		SP:Iteration 4Q (14466.140000 sec): 3 clusters
  Score: Raw -974423.179337 + Penalty 2967.777081 = -971455.402256
  nChanged 307
		SP:Iteration 5Q (14466.380000 sec): 3 clusters
  Score: Raw -974539.759823 + Penalty 2967.777081 = -971571.982742
  nChanged 270
		SP:Iteration 6Q (14466.570000 sec): 3 clusters
  Score: Raw -974647.752933 + Penalty 2967.777081 = -971679.975852
  nChanged 278
		SP:Iteration 7Q (14466.810000 sec): 3 clusters
  Score: Raw -974757.968946 + Penalty 2967.777081 = -971790.191866
  nChanged 272
		SP:Iteration 8Q (14467.000000 sec): 3 clusters
  Score: Raw -974878.034726 + Penalty 2967.777081 = -971910.257645
  nChanged 269
		SP:Iteration 9Q (14467.240000 sec): 3 clusters
  Score: Raw -975003.606859 + Penalty 2967.777081 = -972035.829778
  nChanged 285
		SP:Iteration 10Q (14467.440000 sec): 3 clusters
  Score: Raw -975145.640545 + Penalty 2967.777081 = -972177.863464
  nChanged 269
		SP:Iteration 11Q (14467.660000 sec): 3 clusters
  Score: Raw -975279.575343 + Penalty 2967.777081 = -972311.798262
  nChanged 261
		SP:Iteration 12Q (14467.880000 sec): 3 clusters
  Score: Raw -975420.903893 + Penalty 2967.777081 = -972453.126813
  nChanged 249
		SP:Iteration 13Q (14468.070000 sec): 3 clusters
  Score: Raw -975557.784059 + Penalty 2967.777081 = -972590.006978
  nChanged 237
		SP:Iteration 14Q (14468.250000 sec): 3 clusters
  Score: Raw -975673.060004 + Penalty 2967.777081 = -972705.282924
  nChanged 205
		SP:Iteration 15Q (14468.450000 sec): 3 clusters
  Score: Raw -975769.016113 + Penalty 2967.777081 = -972801.239032
  nChanged 194
		SP:Iteration 16Q (14468.650000 sec): 3 clusters
  Score: Raw -975862.301009 + Penalty 2967.777081 = -972894.523928
  nChanged 173
		SP:Iteration 17Q (14468.850000 sec): 3 clusters
  Score: Raw -975946.495019 + Penalty 2967.777081 = -972978.717938
  nChanged 181
		SP:Iteration 18Q (14469.090000 sec): 3 clusters
  Score: Raw -976041.205898 + Penalty 2967.777081 = -973073.428818
  nChanged 168
		SP:Iteration 19Q (14469.250000 sec): 3 clusters
  Score: Raw -976124.276343 + Penalty 2967.777081 = -973156.499262
  nChanged 139
		SP:Iteration 20F (14469.520000 sec): 3 clusters
  Score: Raw -976191.495402 + Penalty 2967.777081 = -973223.718321
  nChanged 132
		SP:Iteration 21Q (14469.740000 sec): 3 clusters
  Score: Raw -976256.998735 + Penalty 2967.777081 = -973289.221654
  nChanged 131
		SP:Iteration 22Q (14469.990000 sec): 3 clusters
  Score: Raw -976322.338812 + Penalty 2967.777081 = -973354.561731
  nChanged 110
		SP:Iteration 23Q (14470.180000 sec): 3 clusters
  Score: Raw -976377.470643 + Penalty 2967.777081 = -973409.693562
  nChanged 108
		SP:Iteration 24Q (14470.360000 sec): 3 clusters
  Score: Raw -976432.784099 + Penalty 2967.777081 = -973465.007018
  nChanged 107
		SP:Iteration 25Q (14470.570000 sec): 3 clusters
  Score: Raw -976495.902314 + Penalty 2967.777081 = -973528.125233
  nChanged 105
		SP:Iteration 26Q (14470.740000 sec): 3 clusters
  Score: Raw -976553.241334 + Penalty 2967.777081 = -973585.464253
  nChanged 94
		SP:Iteration 27Q (14470.970000 sec): 3 clusters
  Score: Raw -976608.004345 + Penalty 2967.777081 = -973640.227264
  nChanged 85
		SP:Iteration 28Q (14471.100000 sec): 3 clusters
  Score: Raw -976658.701030 + Penalty 2967.777081 = -973690.923949
  nChanged 69
		SP:Iteration 29Q (14471.340000 sec): 3 clusters
  Score: Raw -976701.480973 + Penalty 2967.777081 = -973733.703893
  nChanged 59
		SP:Iteration 30Q (14471.520000 sec): 3 clusters
  Score: Raw -976735.600431 + Penalty 2967.777081 = -973767.823350
  nChanged 48
		SP:Iteration 31Q (14471.730000 sec): 3 clusters
  Score: Raw -976771.411736 + Penalty 2967.777081 = -973803.634655
  nChanged 44
		SP:Iteration 32Q (14471.960000 sec): 3 clusters
  Score: Raw -976805.641775 + Penalty 2967.777081 = -973837.864694
  nChanged 50
		SP:Iteration 33Q (14472.170000 sec): 3 clusters
  Score: Raw -976843.516477 + Penalty 2967.777081 = -973875.739396
  nChanged 38
		SP:Iteration 34Q (14472.390000 sec): 3 clusters
  Score: Raw -976872.885877 + Penalty 2967.777081 = -973905.108796
  nChanged 34
		SP:Iteration 35Q (14472.550000 sec): 3 clusters
  Score: Raw -976903.745124 + Penalty 2967.777081 = -973935.968043
  nChanged 31
		SP:Iteration 36Q (14472.770000 sec): 3 clusters
  Score: Raw -976934.011184 + Penalty 2967.777081 = -973966.234103
  nChanged 26
		SP:Iteration 37Q (14472.950000 sec): 3 clusters
  Score: Raw -976960.648231 + Penalty 2967.777081 = -973992.871150
  nChanged 25
		SP:Iteration 38Q (14473.170000 sec): 3 clusters
  Score: Raw -976982.370843 + Penalty 2967.777081 = -974014.593762
  nChanged 15
		SP:Iteration 39Q (14473.310000 sec): 3 clusters
  Score: Raw -976995.991893 + Penalty 2967.777081 = -974028.214812
  nChanged 12
		SP:Iteration 40F (14473.590000 sec): 3 clusters
  Score: Raw -977008.261558 + Penalty 2967.777081 = -974040.484477
  nChanged 9
		SP:Iteration 41Q (14473.740000 sec): 3 clusters
  Score: Raw -977015.870835 + Penalty 2967.777081 = -974048.093754
  nChanged 8
		SP:Iteration 42Q (14473.950000 sec): 3 clusters
  Score: Raw -977021.869386 + Penalty 2967.777081 = -974054.092305
  nChanged 4
		SP:Iteration 43Q (14474.170000 sec): 3 clusters
  Score: Raw -977025.370044 + Penalty 2967.777081 = -974057.592963
  nChanged 5
		SP:Iteration 44Q (14474.360000 sec): 3 clusters
  Score: Raw -977028.774911 + Penalty 2967.777081 = -974060.997830
  nChanged 4
		SP:Iteration 45Q (14474.550000 sec): 3 clusters
  Score: Raw -977033.474278 + Penalty 2967.777081 = -974065.697197
  nChanged 3
		SP:Iteration 46Q (14474.760000 sec): 3 clusters
  Score: Raw -977036.575311 + Penalty 2967.777081 = -974068.798230
  nChanged 6
		SP:Iteration 47Q (14474.940000 sec): 3 clusters
  Score: Raw -977042.715667 + Penalty 2967.777081 = -974074.938587
  nChanged 4
		SP:Iteration 48Q (14475.170000 sec): 3 clusters
  Score: Raw -977045.629891 + Penalty 2967.777081 = -974077.852811
  nChanged 2
		SP:Iteration 49Q (14475.420000 sec): 3 clusters
  Score: Raw -977047.598607 + Penalty 2967.777081 = -974079.821526
  nChanged 2
		SP:Iteration 50Q (14475.620000 sec): 3 clusters
  Score: Raw -977049.096810 + Penalty 2967.777081 = -974081.319729
  nChanged 0
		SP:Iteration 51F (14475.870000 sec): 3 clusters
  Score: Raw -977049.096810 + Penalty 2967.777081 = -974081.319729
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 35 (11993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14476.020000 sec): 2 clusters
  Score: Raw -1081174.055393 + Penalty 1526.212744 = -1079647.842648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14476.220000 sec): 3 clusters
  Score: Raw -1074326.448767 + Penalty 3052.425488 = -1071274.023279
  nChanged 5276
		SP:Iteration 1F (14476.480000 sec): 3 clusters
  Score: Raw -1077331.966532 + Penalty 3052.425488 = -1074279.541043
  nChanged 804
		SP:Iteration 2F (14476.720000 sec): 3 clusters
  Score: Raw -1077785.652119 + Penalty 3052.425488 = -1074733.226631
  nChanged 748
		SP:Iteration 3F (14476.970000 sec): 3 clusters
  Score: Raw -1078297.091823 + Penalty 3052.425488 = -1075244.666335
  nChanged 754
		SP:Iteration 4F (14477.200000 sec): 3 clusters
  Score: Raw -1078905.013281 + Penalty 3052.425488 = -1075852.587793
  nChanged 737
		SP:Iteration 5F (14477.420000 sec): 3 clusters
  Score: Raw -1079467.527355 + Penalty 3052.425488 = -1076415.101867
  nChanged 666
		SP:Iteration 6F (14477.680000 sec): 3 clusters
  Score: Raw -1079947.099172 + Penalty 3052.425488 = -1076894.673684
  nChanged 633
		SP:Iteration 7F (14477.910000 sec): 3 clusters
  Score: Raw -1080360.565843 + Penalty 3052.425488 = -1077308.140355
  nChanged 572
		SP:Iteration 8Q (14478.080000 sec): 3 clusters
  Score: Raw -1080754.607608 + Penalty 3052.425488 = -1077702.182120
  nChanged 550
		SP:Iteration 9Q (14478.370000 sec): 3 clusters
  Score: Raw -1081086.372910 + Penalty 3052.425488 = -1078033.947422
  nChanged 452
		SP:Iteration 10Q (14478.600000 sec): 3 clusters
  Score: Raw -1081359.072932 + Penalty 3052.425488 = -1078306.647444
  nChanged 378
		SP:Iteration 11Q (14478.820000 sec): 3 clusters
  Score: Raw -1081592.245548 + Penalty 3052.425488 = -1078539.820060
  nChanged 337
		SP:Iteration 12Q (14479.060000 sec): 3 clusters
  Score: Raw -1081793.655642 + Penalty 3052.425488 = -1078741.230154
  nChanged 298
		SP:Iteration 13Q (14479.260000 sec): 3 clusters
  Score: Raw -1081969.585750 + Penalty 3052.425488 = -1078917.160262
  nChanged 267
		SP:Iteration 14Q (14479.480000 sec): 3 clusters
  Score: Raw -1082126.844726 + Penalty 3052.425488 = -1079074.419237
  nChanged 255
		SP:Iteration 15Q (14479.690000 sec): 3 clusters
  Score: Raw -1082273.607313 + Penalty 3052.425488 = -1079221.181825
  nChanged 240
		SP:Iteration 16Q (14479.920000 sec): 3 clusters
  Score: Raw -1082404.224336 + Penalty 3052.425488 = -1079351.798848
  nChanged 185
		SP:Iteration 17Q (14480.120000 sec): 3 clusters
  Score: Raw -1082515.918964 + Penalty 3052.425488 = -1079463.493475
  nChanged 189
		SP:Iteration 18Q (14480.340000 sec): 3 clusters
  Score: Raw -1082627.647091 + Penalty 3052.425488 = -1079575.221603
  nChanged 187
		SP:Iteration 19Q (14480.540000 sec): 3 clusters
  Score: Raw -1082741.655048 + Penalty 3052.425488 = -1079689.229560
  nChanged 172
		SP:Iteration 20F (14480.780000 sec): 3 clusters
  Score: Raw -1082872.885677 + Penalty 3052.425488 = -1079820.460189
  nChanged 173
		SP:Iteration 21Q (14481.040000 sec): 3 clusters
  Score: Raw -1083015.024524 + Penalty 3052.425488 = -1079962.599036
  nChanged 167
		SP:Iteration 22Q (14481.270000 sec): 3 clusters
  Score: Raw -1083165.825622 + Penalty 3052.425488 = -1080113.400134
  nChanged 158
		SP:Iteration 23Q (14481.470000 sec): 3 clusters
  Score: Raw -1083331.203364 + Penalty 3052.425488 = -1080278.777876
  nChanged 119
		SP:Iteration 24Q (14481.680000 sec): 3 clusters
  Score: Raw -1083446.680917 + Penalty 3052.425488 = -1080394.255429
  nChanged 101
		SP:Iteration 25Q (14481.930000 sec): 3 clusters
  Score: Raw -1083528.064530 + Penalty 3052.425488 = -1080475.639042
  nChanged 73
		SP:Iteration 26Q (14482.130000 sec): 3 clusters
  Score: Raw -1083575.351478 + Penalty 3052.425488 = -1080522.925990
  nChanged 63
		SP:Iteration 27Q (14482.390000 sec): 3 clusters
  Score: Raw -1083604.928542 + Penalty 3052.425488 = -1080552.503054
  nChanged 46
		SP:Iteration 28Q (14482.630000 sec): 3 clusters
  Score: Raw -1083627.934925 + Penalty 3052.425488 = -1080575.509436
  nChanged 36
		SP:Iteration 29Q (14482.870000 sec): 3 clusters
  Score: Raw -1083641.416793 + Penalty 3052.425488 = -1080588.991305
  nChanged 23
		SP:Iteration 30Q (14483.120000 sec): 3 clusters
  Score: Raw -1083650.070736 + Penalty 3052.425488 = -1080597.645248
  nChanged 25
		SP:Iteration 31Q (14483.300000 sec): 3 clusters
  Score: Raw -1083659.790082 + Penalty 3052.425488 = -1080607.364594
  nChanged 22
		SP:Iteration 32Q (14483.530000 sec): 3 clusters
  Score: Raw -1083666.693926 + Penalty 3052.425488 = -1080614.268438
  nChanged 19
		SP:Iteration 33Q (14483.740000 sec): 3 clusters
  Score: Raw -1083672.103021 + Penalty 3052.425488 = -1080619.677533
  nChanged 14
		SP:Iteration 34Q (14483.960000 sec): 3 clusters
  Score: Raw -1083677.870441 + Penalty 3052.425488 = -1080625.444952
  nChanged 10
		SP:Iteration 35Q (14484.200000 sec): 3 clusters
  Score: Raw -1083684.748933 + Penalty 3052.425488 = -1080632.323445
  nChanged 12
		SP:Iteration 36Q (14484.400000 sec): 3 clusters
  Score: Raw -1083687.879310 + Penalty 3052.425488 = -1080635.453821
  nChanged 7
		SP:Iteration 37Q (14484.640000 sec): 3 clusters
  Score: Raw -1083689.600678 + Penalty 3052.425488 = -1080637.175190
  nChanged 3
		SP:Iteration 38Q (14484.830000 sec): 3 clusters
  Score: Raw -1083690.040856 + Penalty 3052.425488 = -1080637.615368
  nChanged 2
		SP:Iteration 39Q (14485.050000 sec): 3 clusters
  Score: Raw -1083690.512045 + Penalty 3052.425488 = -1080638.086557
  nChanged 1
		SP:Iteration 40F (14485.270000 sec): 3 clusters
  Score: Raw -1083690.729802 + Penalty 3052.425488 = -1080638.304314
  nChanged 1
		SP:Iteration 41Q (14485.480000 sec): 3 clusters
  Score: Raw -1083690.830924 + Penalty 3052.425488 = -1080638.405436
  nChanged 0
		SP:Iteration 42F (14485.730000 sec): 3 clusters
  Score: Raw -1083690.830924 + Penalty 3052.425488 = -1080638.405436
  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 8.59 GB.

 Trying to split cluster 36 (2261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14485.840000 sec): 2 clusters
  Score: Raw -204327.821928 + Penalty 1255.078902 = -203072.743027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14486.060000 sec): 3 clusters
  Score: Raw -203322.745979 + Penalty 2510.157803 = -200812.588175
  nChanged 789
		SP:Iteration 1F (14486.240000 sec): 3 clusters
  Score: Raw -203868.004799 + Penalty 2510.157803 = -201357.846995
  nChanged 186
		SP:Iteration 2F (14486.500000 sec): 3 clusters
  Score: Raw -204009.626565 + Penalty 2510.157803 = -201499.468761
  nChanged 109
		SP:Iteration 3Q (14486.700000 sec): 3 clusters
  Score: Raw -204072.535748 + Penalty 2510.157803 = -201562.377945
  nChanged 75
		SP:Iteration 4Q (14486.890000 sec): 3 clusters
  Score: Raw -204113.853896 + Penalty 2510.157803 = -201603.696093
  nChanged 63
		SP:Iteration 5Q (14487.100000 sec): 3 clusters
  Score: Raw -204143.830670 + Penalty 2510.157803 = -201633.672866
  nChanged 48
		SP:Iteration 6Q (14487.250000 sec): 3 clusters
  Score: Raw -204170.183492 + Penalty 2510.157803 = -201660.025688
  nChanged 40
		SP:Iteration 7Q (14487.500000 sec): 3 clusters
  Score: Raw -204198.839810 + Penalty 2510.157803 = -201688.682006
  nChanged 40
		SP:Iteration 8Q (14487.660000 sec): 3 clusters
  Score: Raw -204227.989532 + Penalty 2510.157803 = -201717.831728
  nChanged 47
		SP:Iteration 9Q (14487.810000 sec): 3 clusters
  Score: Raw -204263.956776 + Penalty 2510.157803 = -201753.798973
  nChanged 44
		SP:Iteration 10Q (14488.000000 sec): 3 clusters
  Score: Raw -204294.837587 + Penalty 2510.157803 = -201784.679783
  nChanged 32
		SP:Iteration 11Q (14488.140000 sec): 3 clusters
  Score: Raw -204315.778359 + Penalty 2510.157803 = -201805.620556
  nChanged 32
		SP:Iteration 12Q (14488.300000 sec): 3 clusters
  Score: Raw -204334.317160 + Penalty 2510.157803 = -201824.159356
  nChanged 25
		SP:Iteration 13Q (14488.450000 sec): 3 clusters
  Score: Raw -204350.965877 + Penalty 2510.157803 = -201840.808074
  nChanged 31
		SP:Iteration 14Q (14488.650000 sec): 3 clusters
  Score: Raw -204366.022046 + Penalty 2510.157803 = -201855.864242
  nChanged 17
		SP:Iteration 15Q (14488.840000 sec): 3 clusters
  Score: Raw -204372.865634 + Penalty 2510.157803 = -201862.707830
  nChanged 19
		SP:Iteration 16Q (14489.040000 sec): 3 clusters
  Score: Raw -204381.684881 + Penalty 2510.157803 = -201871.527077
  nChanged 22
		SP:Iteration 17Q (14489.170000 sec): 3 clusters
  Score: Raw -204392.903897 + Penalty 2510.157803 = -201882.746094
  nChanged 28
		SP:Iteration 18Q (14489.310000 sec): 3 clusters
  Score: Raw -204408.425577 + Penalty 2510.157803 = -201898.267774
  nChanged 26
		SP:Iteration 19Q (14489.520000 sec): 3 clusters
  Score: Raw -204426.022997 + Penalty 2510.157803 = -201915.865193
  nChanged 32
		SP:Iteration 20F (14489.750000 sec): 3 clusters
  Score: Raw -204448.646095 + Penalty 2510.157803 = -201938.488292
  nChanged 29
		SP:Iteration 21Q (14489.900000 sec): 3 clusters
  Score: Raw -204465.941614 + Penalty 2510.157803 = -201955.783810
  nChanged 30
		SP:Iteration 22Q (14490.090000 sec): 3 clusters
  Score: Raw -204480.418811 + Penalty 2510.157803 = -201970.261007
  nChanged 20
		SP:Iteration 23Q (14490.300000 sec): 3 clusters
  Score: Raw -204489.506355 + Penalty 2510.157803 = -201979.348551
  nChanged 15
		SP:Iteration 24Q (14490.480000 sec): 3 clusters
  Score: Raw -204494.962239 + Penalty 2510.157803 = -201984.804436
  nChanged 12
		SP:Iteration 25Q (14490.650000 sec): 3 clusters
  Score: Raw -204500.259384 + Penalty 2510.157803 = -201990.101580
  nChanged 12
		SP:Iteration 26Q (14490.830000 sec): 3 clusters
  Score: Raw -204507.747714 + Penalty 2510.157803 = -201997.589911
  nChanged 12
		SP:Iteration 27Q (14491.020000 sec): 3 clusters
  Score: Raw -204514.971493 + Penalty 2510.157803 = -202004.813690
  nChanged 13
		SP:Iteration 28Q (14491.200000 sec): 3 clusters
  Score: Raw -204522.048476 + Penalty 2510.157803 = -202011.890673
  nChanged 15
		SP:Iteration 29Q (14491.340000 sec): 3 clusters
  Score: Raw -204526.680472 + Penalty 2510.157803 = -202016.522668
  nChanged 13
		SP:Iteration 30Q (14491.460000 sec): 3 clusters
  Score: Raw -204530.979163 + Penalty 2510.157803 = -202020.821360
  nChanged 11
		SP:Iteration 31Q (14491.600000 sec): 3 clusters
  Score: Raw -204536.165509 + Penalty 2510.157803 = -202026.007706
  nChanged 11
		SP:Iteration 32Q (14491.750000 sec): 3 clusters
  Score: Raw -204541.209236 + Penalty 2510.157803 = -202031.051433
  nChanged 15
		SP:Iteration 33Q (14491.890000 sec): 3 clusters
  Score: Raw -204549.810991 + Penalty 2510.157803 = -202039.653188
  nChanged 19
		SP:Iteration 34Q (14492.030000 sec): 3 clusters
  Score: Raw -204557.255309 + Penalty 2510.157803 = -202047.097506
  nChanged 9
		SP:Iteration 35Q (14492.220000 sec): 3 clusters
  Score: Raw -204560.279485 + Penalty 2510.157803 = -202050.121682
  nChanged 7
		SP:Iteration 36Q (14492.350000 sec): 3 clusters
  Score: Raw -204562.603203 + Penalty 2510.157803 = -202052.445400
  nChanged 5
		SP:Iteration 37Q (14492.520000 sec): 3 clusters
  Score: Raw -204564.463893 + Penalty 2510.157803 = -202054.306090
  nChanged 5
		SP:Iteration 38Q (14492.660000 sec): 3 clusters
  Score: Raw -204566.711233 + Penalty 2510.157803 = -202056.553430
  nChanged 4
		SP:Iteration 39Q (14492.820000 sec): 3 clusters
  Score: Raw -204567.964211 + Penalty 2510.157803 = -202057.806407
  nChanged 7
		SP:Iteration 40F (14492.990000 sec): 3 clusters
  Score: Raw -204571.132770 + Penalty 2510.157803 = -202060.974967
  nChanged 9
		SP:Iteration 41Q (14493.220000 sec): 3 clusters
  Score: Raw -204575.776986 + Penalty 2510.157803 = -202065.619182
  nChanged 10
		SP:Iteration 42Q (14493.400000 sec): 3 clusters
  Score: Raw -204579.870402 + Penalty 2510.157803 = -202069.712598
  nChanged 10
		SP:Iteration 43Q (14493.600000 sec): 3 clusters
  Score: Raw -204584.058605 + Penalty 2510.157803 = -202073.900802
  nChanged 7
		SP:Iteration 44Q (14493.760000 sec): 3 clusters
  Score: Raw -204586.575396 + Penalty 2510.157803 = -202076.417593
  nChanged 6
		SP:Iteration 45Q (14493.980000 sec): 3 clusters
  Score: Raw -204588.595151 + Penalty 2510.157803 = -202078.437347
  nChanged 6
		SP:Iteration 46Q (14494.200000 sec): 3 clusters
  Score: Raw -204590.404254 + Penalty 2510.157803 = -202080.246451
  nChanged 3
		SP:Iteration 47Q (14494.350000 sec): 3 clusters
  Score: Raw -204591.563238 + Penalty 2510.157803 = -202081.405435
  nChanged 3
		SP:Iteration 48Q (14494.570000 sec): 3 clusters
  Score: Raw -204592.710513 + Penalty 2510.157803 = -202082.552710
  nChanged 3
		SP:Iteration 49Q (14494.760000 sec): 3 clusters
  Score: Raw -204593.550925 + Penalty 2510.157803 = -202083.393122
  nChanged 3
		SP:Iteration 50Q (14494.950000 sec): 3 clusters
  Score: Raw -204599.017218 + Penalty 2510.157803 = -202088.859414
  nChanged 12
		SP:Iteration 51Q (14495.120000 sec): 3 clusters
  Score: Raw -204603.824922 + Penalty 2510.157803 = -202093.667118
  nChanged 8
		SP:Iteration 52Q (14495.280000 sec): 3 clusters
  Score: Raw -204609.076981 + Penalty 2510.157803 = -202098.919178
  nChanged 9
		SP:Iteration 53Q (14495.420000 sec): 3 clusters
  Score: Raw -204612.972654 + Penalty 2510.157803 = -202102.814850
  nChanged 7
		SP:Iteration 54Q (14495.620000 sec): 3 clusters
  Score: Raw -204616.753462 + Penalty 2510.157803 = -202106.595658
  nChanged 9
		SP:Iteration 55Q (14495.810000 sec): 3 clusters
  Score: Raw -204621.087015 + Penalty 2510.157803 = -202110.929212
  nChanged 4
		SP:Iteration 56Q (14495.950000 sec): 3 clusters
  Score: Raw -204622.338390 + Penalty 2510.157803 = -202112.180586
  nChanged 6
		SP:Iteration 57Q (14496.100000 sec): 3 clusters
  Score: Raw -204624.012218 + Penalty 2510.157803 = -202113.854415
  nChanged 4
		SP:Iteration 58Q (14496.330000 sec): 3 clusters
  Score: Raw -204626.386801 + Penalty 2510.157803 = -202116.228997
  nChanged 4
		SP:Iteration 59Q (14496.500000 sec): 3 clusters
  Score: Raw -204628.968828 + Penalty 2510.157803 = -202118.811024
  nChanged 8
		SP:Iteration 60F (14496.680000 sec): 3 clusters
  Score: Raw -204631.977795 + Penalty 2510.157803 = -202121.819991
  nChanged 9
		SP:Iteration 61Q (14496.860000 sec): 3 clusters
  Score: Raw -204635.267658 + Penalty 2510.157803 = -202125.109855
  nChanged 5
		SP:Iteration 62Q (14497.000000 sec): 3 clusters
  Score: Raw -204636.737422 + Penalty 2510.157803 = -202126.579618
  nChanged 4
		SP:Iteration 63Q (14497.190000 sec): 3 clusters
  Score: Raw -204637.947056 + Penalty 2510.157803 = -202127.789253
  nChanged 2
		SP:Iteration 64Q (14497.410000 sec): 3 clusters
  Score: Raw -204638.794461 + Penalty 2510.157803 = -202128.636657
  nChanged 2
		SP:Iteration 65Q (14497.570000 sec): 3 clusters
  Score: Raw -204639.570964 + Penalty 2510.157803 = -202129.413161
  nChanged 2
		SP:Iteration 66Q (14497.750000 sec): 3 clusters
  Score: Raw -204640.145672 + Penalty 2510.157803 = -202129.987868
  nChanged 2
		SP:Iteration 67Q (14497.960000 sec): 3 clusters
  Score: Raw -204640.892050 + Penalty 2510.157803 = -202130.734247
  nChanged 4
		SP:Iteration 68Q (14498.130000 sec): 3 clusters
  Score: Raw -204642.719531 + Penalty 2510.157803 = -202132.561727
  nChanged 2
		SP:Iteration 69Q (14498.310000 sec): 3 clusters
  Score: Raw -204643.982010 + Penalty 2510.157803 = -202133.824207
  nChanged 4
		SP:Iteration 70Q (14498.480000 sec): 3 clusters
  Score: Raw -204648.769210 + Penalty 2510.157803 = -202138.611407
  nChanged 8
		SP:Iteration 71Q (14498.670000 sec): 3 clusters
  Score: Raw -204654.058833 + Penalty 2510.157803 = -202143.901030
  nChanged 10
		SP:Iteration 72Q (14498.830000 sec): 3 clusters
  Score: Raw -204661.246356 + Penalty 2510.157803 = -202151.088553
  nChanged 10
		SP:Iteration 73Q (14499.020000 sec): 3 clusters
  Score: Raw -204666.523964 + Penalty 2510.157803 = -202156.366161
  nChanged 10
		SP:Iteration 74Q (14499.190000 sec): 3 clusters
  Score: Raw -204671.460169 + Penalty 2510.157803 = -202161.302366
  nChanged 7
		SP:Iteration 75Q (14499.350000 sec): 3 clusters
  Score: Raw -204675.649895 + Penalty 2510.157803 = -202165.492092
  nChanged 8
		SP:Iteration 76Q (14499.550000 sec): 3 clusters
  Score: Raw -204679.983908 + Penalty 2510.157803 = -202169.826104
  nChanged 6
		SP:Iteration 77Q (14499.750000 sec): 3 clusters
  Score: Raw -204683.206584 + Penalty 2510.157803 = -202173.048781
  nChanged 6
		SP:Iteration 78Q (14499.910000 sec): 3 clusters
  Score: Raw -204688.112862 + Penalty 2510.157803 = -202177.955058
  nChanged 8
		SP:Iteration 79Q (14500.110000 sec): 3 clusters
  Score: Raw -204692.625400 + Penalty 2510.157803 = -202182.467596
  nChanged 8
		SP:Iteration 80F (14500.300000 sec): 3 clusters
  Score: Raw -204697.689220 + Penalty 2510.157803 = -202187.531417
  nChanged 9
		SP:Iteration 81Q (14500.490000 sec): 3 clusters
  Score: Raw -204702.792005 + Penalty 2510.157803 = -202192.634201
  nChanged 10
		SP:Iteration 82Q (14500.670000 sec): 3 clusters
  Score: Raw -204707.386010 + Penalty 2510.157803 = -202197.228206
  nChanged 8
		SP:Iteration 83Q (14500.860000 sec): 3 clusters
  Score: Raw -204711.975483 + Penalty 2510.157803 = -202201.817680
  nChanged 5
		SP:Iteration 84Q (14501.040000 sec): 3 clusters
  Score: Raw -204714.500639 + Penalty 2510.157803 = -202204.342835
  nChanged 3
		SP:Iteration 85Q (14501.220000 sec): 3 clusters
  Score: Raw -204716.328060 + Penalty 2510.157803 = -202206.170256
  nChanged 4
		SP:Iteration 86Q (14501.430000 sec): 3 clusters
  Score: Raw -204719.362478 + Penalty 2510.157803 = -202209.204674
  nChanged 5
		SP:Iteration 87Q (14501.640000 sec): 3 clusters
  Score: Raw -204725.094697 + Penalty 2510.157803 = -202214.936893
  nChanged 3
		SP:Iteration 88Q (14501.790000 sec): 3 clusters
  Score: Raw -204726.138633 + Penalty 2510.157803 = -202215.980829
  nChanged 3
		SP:Iteration 89Q (14501.930000 sec): 3 clusters
  Score: Raw -204727.075349 + Penalty 2510.157803 = -202216.917545
  nChanged 3
		SP:Iteration 90Q (14502.120000 sec): 3 clusters
  Score: Raw -204728.495890 + Penalty 2510.157803 = -202218.338086
  nChanged 3
		SP:Iteration 91Q (14502.330000 sec): 3 clusters
  Score: Raw -204729.512333 + Penalty 2510.157803 = -202219.354530
  nChanged 1
		SP:Iteration 92Q (14502.440000 sec): 3 clusters
  Score: Raw -204729.646192 + Penalty 2510.157803 = -202219.488388
  nChanged 1
		SP:Iteration 93Q (14502.680000 sec): 3 clusters
  Score: Raw -204730.248491 + Penalty 2510.157803 = -202220.090688
  nChanged 3
		SP:Iteration 94Q (14502.900000 sec): 3 clusters
  Score: Raw -204731.310314 + Penalty 2510.157803 = -202221.152511
  nChanged 0
		SP:Iteration 95F (14503.110000 sec): 3 clusters
  Score: Raw -204731.310314 + Penalty 2510.157803 = -202221.152511
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 37 (1675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14503.270000 sec): 2 clusters
  Score: Raw -146737.349880 + Penalty 1206.329872 = -145531.020008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14503.460000 sec): 3 clusters
  Score: Raw -146117.164034 + Penalty 2412.659744 = -143704.504289
  nChanged 606
		SP:Iteration 1F (14503.630000 sec): 3 clusters
  Score: Raw -146763.850208 + Penalty 2412.659744 = -144351.190463
  nChanged 179
		SP:Iteration 2F (14503.850000 sec): 3 clusters
  Score: Raw -146983.148175 + Penalty 2412.659744 = -144570.488431
  nChanged 107
		SP:Iteration 3F (14504.000000 sec): 3 clusters
  Score: Raw -147103.196093 + Penalty 2412.659744 = -144690.536348
  nChanged 64
		SP:Iteration 4Q (14504.150000 sec): 3 clusters
  Score: Raw -147172.456545 + Penalty 2412.659744 = -144759.796801
  nChanged 38
		SP:Iteration 5Q (14504.400000 sec): 3 clusters
  Score: Raw -147208.946198 + Penalty 2412.659744 = -144796.286453
  nChanged 25
		SP:Iteration 6Q (14504.610000 sec): 3 clusters
  Score: Raw -147231.213671 + Penalty 2412.659744 = -144818.553927
  nChanged 20
		SP:Iteration 7Q (14504.770000 sec): 3 clusters
  Score: Raw -147246.662953 + Penalty 2412.659744 = -144834.003209
  nChanged 10
		SP:Iteration 8Q (14505.000000 sec): 3 clusters
  Score: Raw -147256.272185 + Penalty 2412.659744 = -144843.612441
  nChanged 14
		SP:Iteration 9Q (14505.170000 sec): 3 clusters
  Score: Raw -147265.513321 + Penalty 2412.659744 = -144852.853576
  nChanged 5
		SP:Iteration 10Q (14505.350000 sec): 3 clusters
  Score: Raw -147271.130505 + Penalty 2412.659744 = -144858.470761
  nChanged 6
		SP:Iteration 11Q (14505.560000 sec): 3 clusters
  Score: Raw -147280.186212 + Penalty 2412.659744 = -144867.526468
  nChanged 5
		SP:Iteration 12Q (14505.740000 sec): 3 clusters
  Score: Raw -147284.118256 + Penalty 2412.659744 = -144871.458511
  nChanged 2
		SP:Iteration 13Q (14505.940000 sec): 3 clusters
  Score: Raw -147285.506889 + Penalty 2412.659744 = -144872.847144
  nChanged 2
		SP:Iteration 14Q (14506.120000 sec): 3 clusters
  Score: Raw -147286.368137 + Penalty 2412.659744 = -144873.708393
  nChanged 2
		SP:Iteration 15Q (14506.330000 sec): 3 clusters
  Score: Raw -147287.017100 + Penalty 2412.659744 = -144874.357356
  nChanged 0
		SP:Iteration 16F (14506.510000 sec): 3 clusters
  Score: Raw -147287.017100 + Penalty 2412.659744 = -144874.357356
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 38 (13315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14506.660000 sec): 2 clusters
  Score: Raw -1418199.656139 + Penalty 1543.205056 = -1416656.451083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14506.890000 sec): 3 clusters
  Score: Raw -1410426.795316 + Penalty 3086.410112 = -1407340.385204
  nChanged 5908
		SP:Iteration 1F (14507.120000 sec): 3 clusters
  Score: Raw -1413576.857526 + Penalty 3086.410112 = -1410490.447414
  nChanged 691
		SP:Iteration 2F (14507.380000 sec): 3 clusters
  Score: Raw -1413819.645786 + Penalty 3086.410112 = -1410733.235674
  nChanged 576
		SP:Iteration 3Q (14507.650000 sec): 3 clusters
  Score: Raw -1414008.404331 + Penalty 3086.410112 = -1410921.994219
  nChanged 509
		SP:Iteration 4Q (14507.880000 sec): 3 clusters
  Score: Raw -1414173.205775 + Penalty 3086.410112 = -1411086.795663
  nChanged 489
		SP:Iteration 5Q (14508.120000 sec): 3 clusters
  Score: Raw -1414357.233536 + Penalty 3086.410112 = -1411270.823424
  nChanged 518
		SP:Iteration 6Q (14508.380000 sec): 3 clusters
  Score: Raw -1414581.374857 + Penalty 3086.410112 = -1411494.964745
  nChanged 551
		SP:Iteration 7Q (14508.640000 sec): 3 clusters
  Score: Raw -1414848.109839 + Penalty 3086.410112 = -1411761.699727
  nChanged 642
		SP:Iteration 8Q (14508.830000 sec): 3 clusters
  Score: Raw -1415207.533466 + Penalty 3086.410112 = -1412121.123354
  nChanged 746
		SP:Iteration 9F (14509.090000 sec): 3 clusters
  Score: Raw -1415696.336933 + Penalty 3086.410112 = -1412609.926821
  nChanged 801
		SP:Iteration 10F (14509.290000 sec): 3 clusters
  Score: Raw -1416294.898724 + Penalty 3086.410112 = -1413208.488612
  nChanged 772
		SP:Iteration 11F (14509.530000 sec): 3 clusters
  Score: Raw -1416947.765741 + Penalty 3086.410112 = -1413861.355629
  nChanged 591
		SP:Iteration 12Q (14509.740000 sec): 3 clusters
  Score: Raw -1417493.863040 + Penalty 3086.410112 = -1414407.452928
  nChanged 383
		SP:Iteration 13Q (14509.980000 sec): 3 clusters
  Score: Raw -1417899.241432 + Penalty 3086.410112 = -1414812.831320
  nChanged 255
		SP:Iteration 14Q (14510.220000 sec): 3 clusters
  Score: Raw -1418201.735119 + Penalty 3086.410112 = -1415115.325007
  nChanged 159
		SP:Iteration 15Q (14510.430000 sec): 3 clusters
  Score: Raw -1418380.850210 + Penalty 3086.410112 = -1415294.440098
  nChanged 128
		SP:Iteration 16Q (14510.640000 sec): 3 clusters
  Score: Raw -1418501.403709 + Penalty 3086.410112 = -1415414.993597
  nChanged 92
		SP:Iteration 17Q (14510.920000 sec): 3 clusters
  Score: Raw -1418562.049466 + Penalty 3086.410112 = -1415475.639354
  nChanged 70
		SP:Iteration 18Q (14511.160000 sec): 3 clusters
  Score: Raw -1418596.962910 + Penalty 3086.410112 = -1415510.552799
  nChanged 44
		SP:Iteration 19Q (14511.400000 sec): 3 clusters
  Score: Raw -1418617.242128 + Penalty 3086.410112 = -1415530.832016
  nChanged 31
		SP:Iteration 20F (14511.680000 sec): 3 clusters
  Score: Raw -1418627.193710 + Penalty 3086.410112 = -1415540.783598
  nChanged 16
		SP:Iteration 21Q (14511.890000 sec): 3 clusters
  Score: Raw -1418632.563472 + Penalty 3086.410112 = -1415546.153360
  nChanged 13
		SP:Iteration 22Q (14512.180000 sec): 3 clusters
  Score: Raw -1418637.302428 + Penalty 3086.410112 = -1415550.892316
  nChanged 7
		SP:Iteration 23Q (14512.400000 sec): 3 clusters
  Score: Raw -1418639.198840 + Penalty 3086.410112 = -1415552.788728
  nChanged 1
		SP:Iteration 24Q (14512.640000 sec): 3 clusters
  Score: Raw -1418639.311136 + Penalty 3086.410112 = -1415552.901024
  nChanged 0
		SP:Iteration 25F (14512.860000 sec): 3 clusters
  Score: Raw -1418639.311136 + Penalty 3086.410112 = -1415552.901024
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 39 (5175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14513.030000 sec): 2 clusters
  Score: Raw -499888.872600 + Penalty 1389.634125 = -498499.238474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14513.230000 sec): 3 clusters
  Score: Raw -497109.148411 + Penalty 2779.268251 = -494329.880160
  nChanged 2084
		SP:Iteration 1F (14513.450000 sec): 3 clusters
  Score: Raw -498336.143811 + Penalty 2779.268251 = -495556.875561
  nChanged 400
		SP:Iteration 2F (14513.640000 sec): 3 clusters
  Score: Raw -498591.726134 + Penalty 2779.268251 = -495812.457883
  nChanged 313
		SP:Iteration 3F (14513.860000 sec): 3 clusters
  Score: Raw -498748.138913 + Penalty 2779.268251 = -495968.870662
  nChanged 227
		SP:Iteration 4Q (14514.030000 sec): 3 clusters
  Score: Raw -498870.993382 + Penalty 2779.268251 = -496091.725131
  nChanged 210
		SP:Iteration 5Q (14514.270000 sec): 3 clusters
  Score: Raw -498976.871126 + Penalty 2779.268251 = -496197.602875
  nChanged 185
		SP:Iteration 6Q (14514.450000 sec): 3 clusters
  Score: Raw -499057.853809 + Penalty 2779.268251 = -496278.585558
  nChanged 164
		SP:Iteration 7Q (14514.700000 sec): 3 clusters
  Score: Raw -499129.696304 + Penalty 2779.268251 = -496350.428053
  nChanged 147
		SP:Iteration 8Q (14514.890000 sec): 3 clusters
  Score: Raw -499212.668292 + Penalty 2779.268251 = -496433.400041
  nChanged 147
		SP:Iteration 9Q (14515.150000 sec): 3 clusters
  Score: Raw -499297.677852 + Penalty 2779.268251 = -496518.409601
  nChanged 138
		SP:Iteration 10Q (14515.340000 sec): 3 clusters
  Score: Raw -499377.764985 + Penalty 2779.268251 = -496598.496734
  nChanged 155
		SP:Iteration 11Q (14515.520000 sec): 3 clusters
  Score: Raw -499468.878515 + Penalty 2779.268251 = -496689.610264
  nChanged 138
		SP:Iteration 12Q (14515.730000 sec): 3 clusters
  Score: Raw -499538.224050 + Penalty 2779.268251 = -496758.955799
  nChanged 116
		SP:Iteration 13Q (14515.970000 sec): 3 clusters
  Score: Raw -499594.775281 + Penalty 2779.268251 = -496815.507030
  nChanged 97
		SP:Iteration 14Q (14516.150000 sec): 3 clusters
  Score: Raw -499638.814259 + Penalty 2779.268251 = -496859.546008
  nChanged 88
		SP:Iteration 15Q (14516.310000 sec): 3 clusters
  Score: Raw -499676.375658 + Penalty 2779.268251 = -496897.107407
  nChanged 74
		SP:Iteration 16Q (14516.540000 sec): 3 clusters
  Score: Raw -499709.666471 + Penalty 2779.268251 = -496930.398220
  nChanged 77
		SP:Iteration 17Q (14516.740000 sec): 3 clusters
  Score: Raw -499749.893248 + Penalty 2779.268251 = -496970.624997
  nChanged 69
		SP:Iteration 18Q (14516.930000 sec): 3 clusters
  Score: Raw -499785.517688 + Penalty 2779.268251 = -497006.249437
  nChanged 92
		SP:Iteration 19Q (14517.140000 sec): 3 clusters
  Score: Raw -499829.528267 + Penalty 2779.268251 = -497050.260016
  nChanged 82
		SP:Iteration 20F (14517.420000 sec): 3 clusters
  Score: Raw -499874.972624 + Penalty 2779.268251 = -497095.704373
  nChanged 81
		SP:Iteration 21Q (14517.600000 sec): 3 clusters
  Score: Raw -499913.138054 + Penalty 2779.268251 = -497133.869803
  nChanged 74
		SP:Iteration 22Q (14517.820000 sec): 3 clusters
  Score: Raw -499943.505867 + Penalty 2779.268251 = -497164.237616
  nChanged 73
		SP:Iteration 23Q (14518.040000 sec): 3 clusters
  Score: Raw -499972.669539 + Penalty 2779.268251 = -497193.401288
  nChanged 67
		SP:Iteration 24Q (14518.230000 sec): 3 clusters
  Score: Raw -500000.299871 + Penalty 2779.268251 = -497221.031620
  nChanged 52
		SP:Iteration 25Q (14518.430000 sec): 3 clusters
  Score: Raw -500016.835886 + Penalty 2779.268251 = -497237.567635
  nChanged 42
		SP:Iteration 26Q (14518.620000 sec): 3 clusters
  Score: Raw -500028.601597 + Penalty 2779.268251 = -497249.333346
  nChanged 32
		SP:Iteration 27Q (14518.830000 sec): 3 clusters
  Score: Raw -500038.769269 + Penalty 2779.268251 = -497259.501018
  nChanged 26
		SP:Iteration 28Q (14519.030000 sec): 3 clusters
  Score: Raw -500043.799160 + Penalty 2779.268251 = -497264.530910
  nChanged 12
		SP:Iteration 29Q (14519.250000 sec): 3 clusters
  Score: Raw -500046.007901 + Penalty 2779.268251 = -497266.739650
  nChanged 13
		SP:Iteration 30Q (14519.480000 sec): 3 clusters
  Score: Raw -500048.826532 + Penalty 2779.268251 = -497269.558281
  nChanged 14
		SP:Iteration 31Q (14519.640000 sec): 3 clusters
  Score: Raw -500051.114801 + Penalty 2779.268251 = -497271.846550
  nChanged 7
		SP:Iteration 32Q (14519.830000 sec): 3 clusters
  Score: Raw -500052.142045 + Penalty 2779.268251 = -497272.873794
  nChanged 7
		SP:Iteration 33Q (14520.080000 sec): 3 clusters
  Score: Raw -500053.291020 + Penalty 2779.268251 = -497274.022769
  nChanged 4
		SP:Iteration 34Q (14520.280000 sec): 3 clusters
  Score: Raw -500053.762186 + Penalty 2779.268251 = -497274.493935
  nChanged 4
		SP:Iteration 35Q (14520.520000 sec): 3 clusters
  Score: Raw -500054.144761 + Penalty 2779.268251 = -497274.876511
  nChanged 3
		SP:Iteration 36Q (14520.710000 sec): 3 clusters
  Score: Raw -500054.903617 + Penalty 2779.268251 = -497275.635366
  nChanged 3
		SP:Iteration 37Q (14520.890000 sec): 3 clusters
  Score: Raw -500055.804133 + Penalty 2779.268251 = -497276.535882
  nChanged 3
		SP:Iteration 38Q (14521.080000 sec): 3 clusters
  Score: Raw -500056.146822 + Penalty 2779.268251 = -497276.878571
  nChanged 2
		SP:Iteration 39Q (14521.250000 sec): 3 clusters
  Score: Raw -500056.368827 + Penalty 2779.268251 = -497277.100576
  nChanged 1
		SP:Iteration 40F (14521.450000 sec): 3 clusters
  Score: Raw -500056.406623 + Penalty 2779.268251 = -497277.138372
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 40 (3277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14521.550000 sec): 2 clusters
  Score: Raw -310035.486231 + Penalty 1315.386093 = -308720.100138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14521.730000 sec): 3 clusters
  Score: Raw -308445.414483 + Penalty 2630.772186 = -305814.642297
  nChanged 1264
		SP:Iteration 1F (14521.940000 sec): 3 clusters
  Score: Raw -309190.940276 + Penalty 2630.772186 = -306560.168091
  nChanged 274
		SP:Iteration 2F (14522.110000 sec): 3 clusters
  Score: Raw -309394.966057 + Penalty 2630.772186 = -306764.193871
  nChanged 187
		SP:Iteration 3F (14522.310000 sec): 3 clusters
  Score: Raw -309515.582252 + Penalty 2630.772186 = -306884.810067
  nChanged 147
		SP:Iteration 4Q (14522.540000 sec): 3 clusters
  Score: Raw -309611.936694 + Penalty 2630.772186 = -306981.164508
  nChanged 143
		SP:Iteration 5Q (14522.720000 sec): 3 clusters
  Score: Raw -309712.069970 + Penalty 2630.772186 = -307081.297784
  nChanged 118
		SP:Iteration 6Q (14522.880000 sec): 3 clusters
  Score: Raw -309790.197491 + Penalty 2630.772186 = -307159.425305
  nChanged 110
		SP:Iteration 7Q (14523.090000 sec): 3 clusters
  Score: Raw -309870.219294 + Penalty 2630.772186 = -307239.447108
  nChanged 119
		SP:Iteration 8Q (14523.290000 sec): 3 clusters
  Score: Raw -309957.673335 + Penalty 2630.772186 = -307326.901150
  nChanged 106
		SP:Iteration 9Q (14523.490000 sec): 3 clusters
  Score: Raw -310035.056516 + Penalty 2630.772186 = -307404.284330
  nChanged 105
		SP:Iteration 10Q (14523.680000 sec): 3 clusters
  Score: Raw -310112.964258 + Penalty 2630.772186 = -307482.192073
  nChanged 92
		SP:Iteration 11Q (14523.870000 sec): 3 clusters
  Score: Raw -310179.493973 + Penalty 2630.772186 = -307548.721787
  nChanged 89
		SP:Iteration 12Q (14524.100000 sec): 3 clusters
  Score: Raw -310227.474959 + Penalty 2630.772186 = -307596.702773
  nChanged 70
		SP:Iteration 13Q (14524.300000 sec): 3 clusters
  Score: Raw -310263.346589 + Penalty 2630.772186 = -307632.574403
  nChanged 49
		SP:Iteration 14Q (14524.470000 sec): 3 clusters
  Score: Raw -310292.212554 + Penalty 2630.772186 = -307661.440369
  nChanged 37
		SP:Iteration 15Q (14524.640000 sec): 3 clusters
  Score: Raw -310310.360787 + Penalty 2630.772186 = -307679.588601
  nChanged 32
		SP:Iteration 16Q (14524.810000 sec): 3 clusters
  Score: Raw -310322.464065 + Penalty 2630.772186 = -307691.691879
  nChanged 21
		SP:Iteration 17Q (14524.990000 sec): 3 clusters
  Score: Raw -310331.054709 + Penalty 2630.772186 = -307700.282524
  nChanged 26
		SP:Iteration 18Q (14525.110000 sec): 3 clusters
  Score: Raw -310340.063520 + Penalty 2630.772186 = -307709.291335
  nChanged 26
		SP:Iteration 19Q (14525.270000 sec): 3 clusters
  Score: Raw -310350.438724 + Penalty 2630.772186 = -307719.666538
  nChanged 21
		SP:Iteration 20F (14525.460000 sec): 3 clusters
  Score: Raw -310356.761841 + Penalty 2630.772186 = -307725.989655
  nChanged 18
		SP:Iteration 21Q (14525.660000 sec): 3 clusters
  Score: Raw -310362.932371 + Penalty 2630.772186 = -307732.160185
  nChanged 12
		SP:Iteration 22Q (14525.850000 sec): 3 clusters
  Score: Raw -310366.956444 + Penalty 2630.772186 = -307736.184258
  nChanged 8
		SP:Iteration 23Q (14526.050000 sec): 3 clusters
  Score: Raw -310369.775583 + Penalty 2630.772186 = -307739.003397
  nChanged 4
		SP:Iteration 24Q (14526.250000 sec): 3 clusters
  Score: Raw -310370.616022 + Penalty 2630.772186 = -307739.843836
  nChanged 4
		SP:Iteration 25Q (14526.450000 sec): 3 clusters
  Score: Raw -310371.640266 + Penalty 2630.772186 = -307740.868080
  nChanged 7
		SP:Iteration 26Q (14526.650000 sec): 3 clusters
  Score: Raw -310373.498947 + Penalty 2630.772186 = -307742.726761
  nChanged 5
		SP:Iteration 27Q (14526.830000 sec): 3 clusters
  Score: Raw -310375.858463 + Penalty 2630.772186 = -307745.086278
  nChanged 5
		SP:Iteration 28Q (14527.010000 sec): 3 clusters
  Score: Raw -310377.291840 + Penalty 2630.772186 = -307746.519655
  nChanged 3
		SP:Iteration 29Q (14527.180000 sec): 3 clusters
  Score: Raw -310377.984985 + Penalty 2630.772186 = -307747.212799
  nChanged 2
		SP:Iteration 30Q (14527.350000 sec): 3 clusters
  Score: Raw -310378.411054 + Penalty 2630.772186 = -307747.638868
  nChanged 1
		SP:Iteration 31Q (14527.540000 sec): 3 clusters
  Score: Raw -310378.513454 + Penalty 2630.772186 = -307747.741268
  nChanged 1
		SP:Iteration 32Q (14527.740000 sec): 3 clusters
  Score: Raw -310378.729003 + Penalty 2630.772186 = -307747.956817
  nChanged 0
		SP:Iteration 33F (14527.950000 sec): 3 clusters
  Score: Raw -310378.729003 + Penalty 2630.772186 = -307747.956817
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 41 (7624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14528.050000 sec): 2 clusters
  Score: Raw -753851.458247 + Penalty 1452.596672 = -752398.861574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14528.290000 sec): 3 clusters
  Score: Raw -749723.567795 + Penalty 2905.193345 = -746818.374450
  nChanged 3254
		SP:Iteration 1F (14528.450000 sec): 3 clusters
  Score: Raw -751608.671200 + Penalty 2905.193345 = -748703.477855
  nChanged 621
		SP:Iteration 2F (14528.660000 sec): 3 clusters
  Score: Raw -752015.281188 + Penalty 2905.193345 = -749110.087844
  nChanged 509
		SP:Iteration 3F (14528.810000 sec): 3 clusters
  Score: Raw -752406.327429 + Penalty 2905.193345 = -749501.134084
  nChanged 510
		SP:Iteration 4F (14528.970000 sec): 3 clusters
  Score: Raw -752805.506027 + Penalty 2905.193345 = -749900.312682
  nChanged 460
		SP:Iteration 5F (14529.170000 sec): 3 clusters
  Score: Raw -753146.297253 + Penalty 2905.193345 = -750241.103908
  nChanged 426
		SP:Iteration 6F (14529.340000 sec): 3 clusters
  Score: Raw -753410.429743 + Penalty 2905.193345 = -750505.236399
  nChanged 326
		SP:Iteration 7Q (14529.540000 sec): 3 clusters
  Score: Raw -753578.481244 + Penalty 2905.193345 = -750673.287899
  nChanged 260
		SP:Iteration 8Q (14529.790000 sec): 3 clusters
  Score: Raw -753694.585140 + Penalty 2905.193345 = -750789.391795
  nChanged 209
		SP:Iteration 9Q (14530.020000 sec): 3 clusters
  Score: Raw -753783.880114 + Penalty 2905.193345 = -750878.686769
  nChanged 165
		SP:Iteration 10Q (14530.340000 sec): 3 clusters
  Score: Raw -753836.494824 + Penalty 2905.193345 = -750931.301480
  nChanged 109
		SP:Iteration 11Q (14530.540000 sec): 3 clusters
  Score: Raw -753869.124884 + Penalty 2905.193345 = -750963.931539
  nChanged 79
		SP:Iteration 12Q (14530.730000 sec): 3 clusters
  Score: Raw -753890.085701 + Penalty 2905.193345 = -750984.892356
  nChanged 62
		SP:Iteration 13Q (14530.960000 sec): 3 clusters
  Score: Raw -753905.713427 + Penalty 2905.193345 = -751000.520082
  nChanged 56
		SP:Iteration 14Q (14531.170000 sec): 3 clusters
  Score: Raw -753915.558359 + Penalty 2905.193345 = -751010.365014
  nChanged 38
		SP:Iteration 15Q (14531.400000 sec): 3 clusters
  Score: Raw -753922.813224 + Penalty 2905.193345 = -751017.619879
  nChanged 31
		SP:Iteration 16Q (14531.610000 sec): 3 clusters
  Score: Raw -753928.147848 + Penalty 2905.193345 = -751022.954503
  nChanged 18
		SP:Iteration 17Q (14531.830000 sec): 3 clusters
  Score: Raw -753930.729262 + Penalty 2905.193345 = -751025.535917
  nChanged 13
		SP:Iteration 18Q (14532.010000 sec): 3 clusters
  Score: Raw -753932.073447 + Penalty 2905.193345 = -751026.880102
  nChanged 8
		SP:Iteration 19Q (14532.240000 sec): 3 clusters
  Score: Raw -753933.106243 + Penalty 2905.193345 = -751027.912898
  nChanged 8
		SP:Iteration 20F (14532.450000 sec): 3 clusters
  Score: Raw -753934.218346 + Penalty 2905.193345 = -751029.025001
  nChanged 6
		SP:Iteration 21Q (14532.650000 sec): 3 clusters
  Score: Raw -753934.976517 + Penalty 2905.193345 = -751029.783173
  nChanged 5
		SP:Iteration 22Q (14532.910000 sec): 3 clusters
  Score: Raw -753935.555995 + Penalty 2905.193345 = -751030.362650
  nChanged 1
		SP:Iteration 23Q (14533.110000 sec): 3 clusters
  Score: Raw -753935.736971 + Penalty 2905.193345 = -751030.543626
  nChanged 3
		SP:Iteration 24Q (14533.330000 sec): 3 clusters
  Score: Raw -753936.252757 + Penalty 2905.193345 = -751031.059412
  nChanged 6
		SP:Iteration 25Q (14533.540000 sec): 3 clusters
  Score: Raw -753937.469377 + Penalty 2905.193345 = -751032.276032
  nChanged 9
		SP:Iteration 26Q (14533.810000 sec): 3 clusters
  Score: Raw -753938.442527 + Penalty 2905.193345 = -751033.249183
  nChanged 4
		SP:Iteration 27Q (14534.030000 sec): 3 clusters
  Score: Raw -753938.898121 + Penalty 2905.193345 = -751033.704776
  nChanged 3
		SP:Iteration 28Q (14534.240000 sec): 3 clusters
  Score: Raw -753939.506754 + Penalty 2905.193345 = -751034.313409
  nChanged 2
		SP:Iteration 29Q (14534.430000 sec): 3 clusters
  Score: Raw -753939.863112 + Penalty 2905.193345 = -751034.669767
  nChanged 5
		SP:Iteration 30Q (14534.630000 sec): 3 clusters
  Score: Raw -753940.269707 + Penalty 2905.193345 = -751035.076362
  nChanged 0
		SP:Iteration 31F (14534.870000 sec): 3 clusters
  Score: Raw -753940.269707 + Penalty 2905.193345 = -751035.076362
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 42 (1139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14534.930000 sec): 2 clusters
  Score: Raw -100077.984703 + Penalty 1143.659719 = -98934.324984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14535.150000 sec): 3 clusters
  Score: Raw -99711.956576 + Penalty 2287.319438 = -97424.637138
  nChanged 362
		SP:Iteration 1F (14535.370000 sec): 3 clusters
  Score: Raw -100141.489223 + Penalty 2287.319438 = -97854.169785
  nChanged 113
		SP:Iteration 2F (14535.600000 sec): 3 clusters
  Score: Raw -100321.714406 + Penalty 2287.319438 = -98034.394968
  nChanged 81
		SP:Iteration 3F (14535.800000 sec): 3 clusters
  Score: Raw -100453.121356 + Penalty 2287.319438 = -98165.801918
  nChanged 52
		SP:Iteration 4Q (14535.960000 sec): 3 clusters
  Score: Raw -100533.052210 + Penalty 2287.319438 = -98245.732772
  nChanged 40
		SP:Iteration 5Q (14536.140000 sec): 3 clusters
  Score: Raw -100601.702527 + Penalty 2287.319438 = -98314.383089
  nChanged 44
		SP:Iteration 6Q (14536.340000 sec): 3 clusters
  Score: Raw -100670.385561 + Penalty 2287.319438 = -98383.066123
  nChanged 29
		SP:Iteration 7Q (14536.540000 sec): 3 clusters
  Score: Raw -100708.249139 + Penalty 2287.319438 = -98420.929701
  nChanged 12
		SP:Iteration 8Q (14536.710000 sec): 3 clusters
  Score: Raw -100721.873414 + Penalty 2287.319438 = -98434.553975
  nChanged 8
		SP:Iteration 9Q (14536.910000 sec): 3 clusters
  Score: Raw -100733.721311 + Penalty 2287.319438 = -98446.401873
  nChanged 9
		SP:Iteration 10Q (14537.110000 sec): 3 clusters
  Score: Raw -100748.702689 + Penalty 2287.319438 = -98461.383251
  nChanged 9
		SP:Iteration 11Q (14537.290000 sec): 3 clusters
  Score: Raw -100761.782493 + Penalty 2287.319438 = -98474.463055
  nChanged 8
		SP:Iteration 12Q (14537.520000 sec): 3 clusters
  Score: Raw -100770.672354 + Penalty 2287.319438 = -98483.352916
  nChanged 6
		SP:Iteration 13Q (14537.700000 sec): 3 clusters
  Score: Raw -100777.518459 + Penalty 2287.319438 = -98490.199021
  nChanged 6
		SP:Iteration 14Q (14537.850000 sec): 3 clusters
  Score: Raw -100781.482757 + Penalty 2287.319438 = -98494.163319
  nChanged 0
		SP:Iteration 15F (14538.080000 sec): 3 clusters
  Score: Raw -100781.482757 + Penalty 2287.319438 = -98494.163319
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 43 (4919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14538.160000 sec): 2 clusters
  Score: Raw -466508.745950 + Penalty 1381.389837 = -465127.356113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14538.360000 sec): 3 clusters
  Score: Raw -464004.562643 + Penalty 2762.779674 = -461241.782969
  nChanged 1973
		SP:Iteration 1F (14538.630000 sec): 3 clusters
  Score: Raw -465251.123783 + Penalty 2762.779674 = -462488.344109
  nChanged 404
		SP:Iteration 2F (14538.830000 sec): 3 clusters
  Score: Raw -465525.351311 + Penalty 2762.779674 = -462762.571636
  nChanged 304
		SP:Iteration 3F (14539.060000 sec): 3 clusters
  Score: Raw -465725.752359 + Penalty 2762.779674 = -462962.972685
  nChanged 267
		SP:Iteration 4F (14539.270000 sec): 3 clusters
  Score: Raw -465915.055103 + Penalty 2762.779674 = -463152.275429
  nChanged 248
		SP:Iteration 5F (14539.440000 sec): 3 clusters
  Score: Raw -466103.619487 + Penalty 2762.779674 = -463340.839812
  nChanged 224
		SP:Iteration 6Q (14539.610000 sec): 3 clusters
  Score: Raw -466279.300427 + Penalty 2762.779674 = -463516.520753
  nChanged 226
		SP:Iteration 7Q (14539.820000 sec): 3 clusters
  Score: Raw -466441.763924 + Penalty 2762.779674 = -463678.984250
  nChanged 184
		SP:Iteration 8Q (14540.020000 sec): 3 clusters
  Score: Raw -466577.858691 + Penalty 2762.779674 = -463815.079017
  nChanged 157
		SP:Iteration 9Q (14540.240000 sec): 3 clusters
  Score: Raw -466708.977282 + Penalty 2762.779674 = -463946.197607
  nChanged 132
		SP:Iteration 10Q (14540.450000 sec): 3 clusters
  Score: Raw -466810.126555 + Penalty 2762.779674 = -464047.346881
  nChanged 110
		SP:Iteration 11Q (14540.620000 sec): 3 clusters
  Score: Raw -466886.213943 + Penalty 2762.779674 = -464123.434268
  nChanged 90
		SP:Iteration 12Q (14540.850000 sec): 3 clusters
  Score: Raw -466938.890383 + Penalty 2762.779674 = -464176.110709
  nChanged 76
		SP:Iteration 13Q (14541.040000 sec): 3 clusters
  Score: Raw -466981.610683 + Penalty 2762.779674 = -464218.831008
  nChanged 54
		SP:Iteration 14Q (14541.260000 sec): 3 clusters
  Score: Raw -466999.790749 + Penalty 2762.779674 = -464237.011075
  nChanged 24
		SP:Iteration 15Q (14541.440000 sec): 3 clusters
  Score: Raw -467008.063452 + Penalty 2762.779674 = -464245.283778
  nChanged 21
		SP:Iteration 16Q (14541.640000 sec): 3 clusters
  Score: Raw -467014.987328 + Penalty 2762.779674 = -464252.207654
  nChanged 16
		SP:Iteration 17Q (14541.840000 sec): 3 clusters
  Score: Raw -467020.903651 + Penalty 2762.779674 = -464258.123976
  nChanged 20
		SP:Iteration 18Q (14542.050000 sec): 3 clusters
  Score: Raw -467025.287817 + Penalty 2762.779674 = -464262.508142
  nChanged 15
		SP:Iteration 19Q (14542.270000 sec): 3 clusters
  Score: Raw -467031.219457 + Penalty 2762.779674 = -464268.439782
  nChanged 16
		SP:Iteration 20F (14542.460000 sec): 3 clusters
  Score: Raw -467036.099245 + Penalty 2762.779674 = -464273.319570
  nChanged 12
		SP:Iteration 21Q (14542.660000 sec): 3 clusters
  Score: Raw -467038.966490 + Penalty 2762.779674 = -464276.186816
  nChanged 9
		SP:Iteration 22Q (14542.880000 sec): 3 clusters
  Score: Raw -467042.304612 + Penalty 2762.779674 = -464279.524938
  nChanged 15
		SP:Iteration 23Q (14543.040000 sec): 3 clusters
  Score: Raw -467046.140388 + Penalty 2762.779674 = -464283.360714
  nChanged 11
		SP:Iteration 24Q (14543.220000 sec): 3 clusters
  Score: Raw -467047.804286 + Penalty 2762.779674 = -464285.024611
  nChanged 3
		SP:Iteration 25Q (14543.410000 sec): 3 clusters
  Score: Raw -467048.781545 + Penalty 2762.779674 = -464286.001871
  nChanged 2
		SP:Iteration 26Q (14543.600000 sec): 3 clusters
  Score: Raw -467049.485818 + Penalty 2762.779674 = -464286.706144
  nChanged 4
		SP:Iteration 27Q (14543.840000 sec): 3 clusters
  Score: Raw -467050.551630 + Penalty 2762.779674 = -464287.771955
  nChanged 3
		SP:Iteration 28Q (14544.080000 sec): 3 clusters
  Score: Raw -467051.364599 + Penalty 2762.779674 = -464288.584924
  nChanged 3
		SP:Iteration 29Q (14544.240000 sec): 3 clusters
  Score: Raw -467051.872909 + Penalty 2762.779674 = -464289.093235
  nChanged 2
		SP:Iteration 30Q (14544.430000 sec): 3 clusters
  Score: Raw -467052.439894 + Penalty 2762.779674 = -464289.660219
  nChanged 2
		SP:Iteration 31Q (14544.640000 sec): 3 clusters
  Score: Raw -467052.637170 + Penalty 2762.779674 = -464289.857496
  nChanged 1
		SP:Iteration 32Q (14544.850000 sec): 3 clusters
  Score: Raw -467052.885862 + Penalty 2762.779674 = -464290.106188
  nChanged 1
		SP:Iteration 33Q (14545.060000 sec): 3 clusters
  Score: Raw -467053.305723 + Penalty 2762.779674 = -464290.526049
  nChanged 0
		SP:Iteration 34F (14545.280000 sec): 3 clusters
  Score: Raw -467053.305723 + Penalty 2762.779674 = -464290.526049
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 44 (9522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14545.380000 sec): 2 clusters
  Score: Raw -920293.482154 + Penalty 1488.721031 = -918804.761123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14545.660000 sec): 3 clusters
  Score: Raw -914884.433110 + Penalty 2977.442062 = -911906.991048
  nChanged 4159
		SP:Iteration 1F (14545.840000 sec): 3 clusters
  Score: Raw -917372.915438 + Penalty 2977.442062 = -914395.473376
  nChanged 720
		SP:Iteration 2F (14546.090000 sec): 3 clusters
  Score: Raw -917890.047237 + Penalty 2977.442062 = -914912.605175
  nChanged 717
		SP:Iteration 3F (14546.320000 sec): 3 clusters
  Score: Raw -918488.732926 + Penalty 2977.442062 = -915511.290865
  nChanged 689
		SP:Iteration 4F (14546.570000 sec): 3 clusters
  Score: Raw -919007.832744 + Penalty 2977.442062 = -916030.390683
  nChanged 611
		SP:Iteration 5F (14546.770000 sec): 3 clusters
  Score: Raw -919409.372046 + Penalty 2977.442062 = -916431.929985
  nChanged 499
		SP:Iteration 6F (14547.020000 sec): 3 clusters
  Score: Raw -919682.972461 + Penalty 2977.442062 = -916705.530400
  nChanged 349
		SP:Iteration 7Q (14547.240000 sec): 3 clusters
  Score: Raw -919826.137827 + Penalty 2977.442062 = -916848.695766
  nChanged 252
		SP:Iteration 8Q (14547.470000 sec): 3 clusters
  Score: Raw -919919.654793 + Penalty 2977.442062 = -916942.212732
  nChanged 187
		SP:Iteration 9Q (14547.710000 sec): 3 clusters
  Score: Raw -919975.568823 + Penalty 2977.442062 = -916998.126761
  nChanged 134
		SP:Iteration 10Q (14547.920000 sec): 3 clusters
  Score: Raw -920014.513540 + Penalty 2977.442062 = -917037.071478
  nChanged 114
		SP:Iteration 11Q (14548.130000 sec): 3 clusters
  Score: Raw -920048.115410 + Penalty 2977.442062 = -917070.673349
  nChanged 101
		SP:Iteration 12Q (14548.320000 sec): 3 clusters
  Score: Raw -920075.703183 + Penalty 2977.442062 = -917098.261122
  nChanged 82
		SP:Iteration 13Q (14548.540000 sec): 3 clusters
  Score: Raw -920099.521993 + Penalty 2977.442062 = -917122.079931
  nChanged 74
		SP:Iteration 14Q (14548.750000 sec): 3 clusters
  Score: Raw -920118.229942 + Penalty 2977.442062 = -917140.787880
  nChanged 75
		SP:Iteration 15Q (14548.990000 sec): 3 clusters
  Score: Raw -920137.730044 + Penalty 2977.442062 = -917160.287983
  nChanged 72
		SP:Iteration 16Q (14549.230000 sec): 3 clusters
  Score: Raw -920156.100105 + Penalty 2977.442062 = -917178.658044
  nChanged 74
		SP:Iteration 17Q (14549.480000 sec): 3 clusters
  Score: Raw -920174.482731 + Penalty 2977.442062 = -917197.040669
  nChanged 68
		SP:Iteration 18Q (14549.680000 sec): 3 clusters
  Score: Raw -920197.495415 + Penalty 2977.442062 = -917220.053354
  nChanged 70
		SP:Iteration 19Q (14549.940000 sec): 3 clusters
  Score: Raw -920218.502439 + Penalty 2977.442062 = -917241.060378
  nChanged 83
		SP:Iteration 20F (14550.170000 sec): 3 clusters
  Score: Raw -920243.207791 + Penalty 2977.442062 = -917265.765729
  nChanged 77
		SP:Iteration 21Q (14550.340000 sec): 3 clusters
  Score: Raw -920268.525285 + Penalty 2977.442062 = -917291.083224
  nChanged 93
		SP:Iteration 22Q (14550.600000 sec): 3 clusters
  Score: Raw -920299.054878 + Penalty 2977.442062 = -917321.612816
  nChanged 94
		SP:Iteration 23Q (14550.780000 sec): 3 clusters
  Score: Raw -920335.337901 + Penalty 2977.442062 = -917357.895839
  nChanged 108
		SP:Iteration 24Q (14551.020000 sec): 3 clusters
  Score: Raw -920388.871882 + Penalty 2977.442062 = -917411.429820
  nChanged 123
		SP:Iteration 25Q (14551.180000 sec): 3 clusters
  Score: Raw -920440.389839 + Penalty 2977.442062 = -917462.947777
  nChanged 102
		SP:Iteration 26Q (14551.340000 sec): 3 clusters
  Score: Raw -920482.331658 + Penalty 2977.442062 = -917504.889597
  nChanged 88
		SP:Iteration 27Q (14551.560000 sec): 3 clusters
  Score: Raw -920519.704232 + Penalty 2977.442062 = -917542.262171
  nChanged 95
		SP:Iteration 28Q (14551.760000 sec): 3 clusters
  Score: Raw -920561.503627 + Penalty 2977.442062 = -917584.061566
  nChanged 94
		SP:Iteration 29Q (14551.920000 sec): 3 clusters
  Score: Raw -920598.292794 + Penalty 2977.442062 = -917620.850732
  nChanged 78
		SP:Iteration 30Q (14552.140000 sec): 3 clusters
  Score: Raw -920625.382816 + Penalty 2977.442062 = -917647.940754
  nChanged 63
		SP:Iteration 31Q (14552.280000 sec): 3 clusters
  Score: Raw -920646.217798 + Penalty 2977.442062 = -917668.775736
  nChanged 49
		SP:Iteration 32Q (14552.500000 sec): 3 clusters
  Score: Raw -920661.676772 + Penalty 2977.442062 = -917684.234710
  nChanged 52
		SP:Iteration 33Q (14552.720000 sec): 3 clusters
  Score: Raw -920675.302328 + Penalty 2977.442062 = -917697.860266
  nChanged 55
		SP:Iteration 34Q (14552.900000 sec): 3 clusters
  Score: Raw -920692.038510 + Penalty 2977.442062 = -917714.596448
  nChanged 57
		SP:Iteration 35Q (14553.100000 sec): 3 clusters
  Score: Raw -920706.974621 + Penalty 2977.442062 = -917729.532559
  nChanged 49
		SP:Iteration 36Q (14553.340000 sec): 3 clusters
  Score: Raw -920716.907230 + Penalty 2977.442062 = -917739.465169
  nChanged 34
		SP:Iteration 37Q (14553.520000 sec): 3 clusters
  Score: Raw -920724.326554 + Penalty 2977.442062 = -917746.884493
  nChanged 31
		SP:Iteration 38Q (14553.730000 sec): 3 clusters
  Score: Raw -920730.285359 + Penalty 2977.442062 = -917752.843297
  nChanged 34
		SP:Iteration 39Q (14553.900000 sec): 3 clusters
  Score: Raw -920737.753345 + Penalty 2977.442062 = -917760.311283
  nChanged 27
		SP:Iteration 40F (14554.120000 sec): 3 clusters
  Score: Raw -920744.559392 + Penalty 2977.442062 = -917767.117330
  nChanged 30
		SP:Iteration 41Q (14554.320000 sec): 3 clusters
  Score: Raw -920752.132733 + Penalty 2977.442062 = -917774.690672
  nChanged 29
		SP:Iteration 42Q (14554.520000 sec): 3 clusters
  Score: Raw -920758.225616 + Penalty 2977.442062 = -917780.783554
  nChanged 30
		SP:Iteration 43Q (14554.750000 sec): 3 clusters
  Score: Raw -920765.164795 + Penalty 2977.442062 = -917787.722734
  nChanged 27
		SP:Iteration 44Q (14554.950000 sec): 3 clusters
  Score: Raw -920772.553711 + Penalty 2977.442062 = -917795.111649
  nChanged 23
		SP:Iteration 45Q (14555.220000 sec): 3 clusters
  Score: Raw -920777.420347 + Penalty 2977.442062 = -917799.978285
  nChanged 18
		SP:Iteration 46Q (14555.440000 sec): 3 clusters
  Score: Raw -920781.525798 + Penalty 2977.442062 = -917804.083736
  nChanged 16
		SP:Iteration 47Q (14555.640000 sec): 3 clusters
  Score: Raw -920784.577674 + Penalty 2977.442062 = -917807.135612
  nChanged 14
		SP:Iteration 48Q (14555.870000 sec): 3 clusters
  Score: Raw -920787.800376 + Penalty 2977.442062 = -917810.358315
  nChanged 13
		SP:Iteration 49Q (14556.140000 sec): 3 clusters
  Score: Raw -920790.719553 + Penalty 2977.442062 = -917813.277491
  nChanged 11
		SP:Iteration 50Q (14556.340000 sec): 3 clusters
  Score: Raw -920792.930825 + Penalty 2977.442062 = -917815.488763
  nChanged 14
		SP:Iteration 51Q (14556.590000 sec): 3 clusters
  Score: Raw -920796.186402 + Penalty 2977.442062 = -917818.744340
  nChanged 17
		SP:Iteration 52Q (14556.800000 sec): 3 clusters
  Score: Raw -920801.125877 + Penalty 2977.442062 = -917823.683815
  nChanged 16
		SP:Iteration 53Q (14557.090000 sec): 3 clusters
  Score: Raw -920804.568967 + Penalty 2977.442062 = -917827.126905
  nChanged 18
		SP:Iteration 54Q (14557.330000 sec): 3 clusters
  Score: Raw -920807.653620 + Penalty 2977.442062 = -917830.211559
  nChanged 12
		SP:Iteration 55Q (14557.610000 sec): 3 clusters
  Score: Raw -920810.152048 + Penalty 2977.442062 = -917832.709986
  nChanged 15
		SP:Iteration 56Q (14557.800000 sec): 3 clusters
  Score: Raw -920813.406195 + Penalty 2977.442062 = -917835.964133
  nChanged 15
		SP:Iteration 57Q (14558.020000 sec): 3 clusters
  Score: Raw -920817.195884 + Penalty 2977.442062 = -917839.753822
  nChanged 14
		SP:Iteration 58Q (14558.250000 sec): 3 clusters
  Score: Raw -920820.666722 + Penalty 2977.442062 = -917843.224660
  nChanged 13
		SP:Iteration 59Q (14558.500000 sec): 3 clusters
  Score: Raw -920823.103914 + Penalty 2977.442062 = -917845.661852
  nChanged 13
		SP:Iteration 60F (14558.740000 sec): 3 clusters
  Score: Raw -920827.398188 + Penalty 2977.442062 = -917849.956127
  nChanged 20
		SP:Iteration 61Q (14558.910000 sec): 3 clusters
  Score: Raw -920832.654726 + Penalty 2977.442062 = -917855.212665
  nChanged 22
		SP:Iteration 62Q (14559.180000 sec): 3 clusters
  Score: Raw -920837.864578 + Penalty 2977.442062 = -917860.422516
  nChanged 13
		SP:Iteration 63Q (14559.410000 sec): 3 clusters
  Score: Raw -920841.926618 + Penalty 2977.442062 = -917864.484556
  nChanged 17
		SP:Iteration 64Q (14559.620000 sec): 3 clusters
  Score: Raw -920847.539022 + Penalty 2977.442062 = -917870.096961
  nChanged 10
		SP:Iteration 65Q (14559.870000 sec): 3 clusters
  Score: Raw -920850.927668 + Penalty 2977.442062 = -917873.485606
  nChanged 16
		SP:Iteration 66Q (14560.100000 sec): 3 clusters
  Score: Raw -920854.553135 + Penalty 2977.442062 = -917877.111074
  nChanged 12
		SP:Iteration 67Q (14560.370000 sec): 3 clusters
  Score: Raw -920857.732240 + Penalty 2977.442062 = -917880.290179
  nChanged 13
		SP:Iteration 68Q (14560.550000 sec): 3 clusters
  Score: Raw -920860.625682 + Penalty 2977.442062 = -917883.183621
  nChanged 10
		SP:Iteration 69Q (14560.810000 sec): 3 clusters
  Score: Raw -920862.301132 + Penalty 2977.442062 = -917884.859070
  nChanged 6
		SP:Iteration 70Q (14561.080000 sec): 3 clusters
  Score: Raw -920863.499796 + Penalty 2977.442062 = -917886.057734
  nChanged 10
		SP:Iteration 71Q (14561.310000 sec): 3 clusters
  Score: Raw -920865.933408 + Penalty 2977.442062 = -917888.491346
  nChanged 5
		SP:Iteration 72Q (14561.540000 sec): 3 clusters
  Score: Raw -920867.241439 + Penalty 2977.442062 = -917889.799377
  nChanged 6
		SP:Iteration 73Q (14561.770000 sec): 3 clusters
  Score: Raw -920868.779392 + Penalty 2977.442062 = -917891.337330
  nChanged 8
		SP:Iteration 74Q (14561.960000 sec): 3 clusters
  Score: Raw -920870.198250 + Penalty 2977.442062 = -917892.756189
  nChanged 5
		SP:Iteration 75Q (14562.130000 sec): 3 clusters
  Score: Raw -920870.948163 + Penalty 2977.442062 = -917893.506101
  nChanged 4
		SP:Iteration 76Q (14562.330000 sec): 3 clusters
  Score: Raw -920871.873894 + Penalty 2977.442062 = -917894.431832
  nChanged 7
		SP:Iteration 77Q (14562.630000 sec): 3 clusters
  Score: Raw -920873.927873 + Penalty 2977.442062 = -917896.485812
  nChanged 3
		SP:Iteration 78Q (14562.850000 sec): 3 clusters
  Score: Raw -920874.569812 + Penalty 2977.442062 = -917897.127750
  nChanged 3
		SP:Iteration 79Q (14563.050000 sec): 3 clusters
  Score: Raw -920875.215535 + Penalty 2977.442062 = -917897.773473
  nChanged 2
		SP:Iteration 80F (14563.270000 sec): 3 clusters
  Score: Raw -920875.538929 + Penalty 2977.442062 = -917898.096868
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 45 (5488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14563.400000 sec): 2 clusters
  Score: Raw -629023.691779 + Penalty 1399.176865 = -627624.514914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14563.580000 sec): 3 clusters
  Score: Raw -626135.195910 + Penalty 2798.353730 = -623336.842180
  nChanged 2257
		SP:Iteration 1F (14563.790000 sec): 3 clusters
  Score: Raw -627349.826058 + Penalty 2798.353730 = -624551.472328
  nChanged 341
		SP:Iteration 2F (14564.010000 sec): 3 clusters
  Score: Raw -627502.243025 + Penalty 2798.353730 = -624703.889295
  nChanged 242
		SP:Iteration 3Q (14564.170000 sec): 3 clusters
  Score: Raw -627602.820209 + Penalty 2798.353730 = -624804.466479
  nChanged 186
		SP:Iteration 4Q (14564.400000 sec): 3 clusters
  Score: Raw -627680.947503 + Penalty 2798.353730 = -624882.593773
  nChanged 157
		SP:Iteration 5Q (14564.560000 sec): 3 clusters
  Score: Raw -627745.739313 + Penalty 2798.353730 = -624947.385583
  nChanged 146
		SP:Iteration 6Q (14564.810000 sec): 3 clusters
  Score: Raw -627807.288828 + Penalty 2798.353730 = -625008.935098
  nChanged 147
		SP:Iteration 7Q (14564.980000 sec): 3 clusters
  Score: Raw -627875.901237 + Penalty 2798.353730 = -625077.547506
  nChanged 163
		SP:Iteration 8Q (14565.210000 sec): 3 clusters
  Score: Raw -627954.132278 + Penalty 2798.353730 = -625155.778548
  nChanged 149
		SP:Iteration 9Q (14565.400000 sec): 3 clusters
  Score: Raw -628030.010416 + Penalty 2798.353730 = -625231.656686
  nChanged 161
		SP:Iteration 10Q (14565.660000 sec): 3 clusters
  Score: Raw -628112.491170 + Penalty 2798.353730 = -625314.137440
  nChanged 163
		SP:Iteration 11Q (14565.860000 sec): 3 clusters
  Score: Raw -628200.820229 + Penalty 2798.353730 = -625402.466499
  nChanged 154
		SP:Iteration 12Q (14566.100000 sec): 3 clusters
  Score: Raw -628290.068124 + Penalty 2798.353730 = -625491.714394
  nChanged 161
		SP:Iteration 13Q (14566.310000 sec): 3 clusters
  Score: Raw -628391.052645 + Penalty 2798.353730 = -625592.698915
  nChanged 171
		SP:Iteration 14Q (14566.580000 sec): 3 clusters
  Score: Raw -628515.055788 + Penalty 2798.353730 = -625716.702058
  nChanged 167
		SP:Iteration 15Q (14566.860000 sec): 3 clusters
  Score: Raw -628645.364503 + Penalty 2798.353730 = -625847.010773
  nChanged 129
		SP:Iteration 16Q (14567.070000 sec): 3 clusters
  Score: Raw -628743.889163 + Penalty 2798.353730 = -625945.535433
  nChanged 102
		SP:Iteration 17Q (14567.240000 sec): 3 clusters
  Score: Raw -628837.181815 + Penalty 2798.353730 = -626038.828085
  nChanged 99
		SP:Iteration 18Q (14567.420000 sec): 3 clusters
  Score: Raw -628922.503764 + Penalty 2798.353730 = -626124.150034
  nChanged 67
		SP:Iteration 19Q (14567.600000 sec): 3 clusters
  Score: Raw -628992.168046 + Penalty 2798.353730 = -626193.814316
  nChanged 51
		SP:Iteration 20F (14567.810000 sec): 3 clusters
  Score: Raw -629037.553592 + Penalty 2798.353730 = -626239.199862
  nChanged 34
		SP:Iteration 21Q (14568.040000 sec): 3 clusters
  Score: Raw -629068.814967 + Penalty 2798.353730 = -626270.461237
  nChanged 28
		SP:Iteration 22Q (14568.240000 sec): 3 clusters
  Score: Raw -629097.032084 + Penalty 2798.353730 = -626298.678354
  nChanged 19
		SP:Iteration 23Q (14568.480000 sec): 3 clusters
  Score: Raw -629115.848406 + Penalty 2798.353730 = -626317.494676
  nChanged 10
		SP:Iteration 24Q (14568.700000 sec): 3 clusters
  Score: Raw -629125.978404 + Penalty 2798.353730 = -626327.624674
  nChanged 13
		SP:Iteration 25Q (14568.890000 sec): 3 clusters
  Score: Raw -629139.188729 + Penalty 2798.353730 = -626340.834999
  nChanged 9
		SP:Iteration 26Q (14569.140000 sec): 3 clusters
  Score: Raw -629149.221383 + Penalty 2798.353730 = -626350.867653
  nChanged 7
		SP:Iteration 27Q (14569.360000 sec): 3 clusters
  Score: Raw -629156.852855 + Penalty 2798.353730 = -626358.499125
  nChanged 5
		SP:Iteration 28Q (14569.540000 sec): 3 clusters
  Score: Raw -629162.599302 + Penalty 2798.353730 = -626364.245572
  nChanged 4
		SP:Iteration 29Q (14569.750000 sec): 3 clusters
  Score: Raw -629166.598335 + Penalty 2798.353730 = -626368.244605
  nChanged 5
		SP:Iteration 30Q (14569.960000 sec): 3 clusters
  Score: Raw -629173.570127 + Penalty 2798.353730 = -626375.216397
  nChanged 5
		SP:Iteration 31Q (14570.180000 sec): 3 clusters
  Score: Raw -629179.773731 + Penalty 2798.353730 = -626381.420001
  nChanged 4
		SP:Iteration 32Q (14570.370000 sec): 3 clusters
  Score: Raw -629182.900290 + Penalty 2798.353730 = -626384.546560
  nChanged 1
		SP:Iteration 33Q (14570.550000 sec): 3 clusters
  Score: Raw -629184.665184 + Penalty 2798.353730 = -626386.311454
  nChanged 2
		SP:Iteration 34Q (14570.770000 sec): 3 clusters
  Score: Raw -629187.141426 + Penalty 2798.353730 = -626388.787695
  nChanged 1
		SP:Iteration 35Q (14570.950000 sec): 3 clusters
  Score: Raw -629188.717126 + Penalty 2798.353730 = -626390.363396
  nChanged 1
		SP:Iteration 36Q (14571.180000 sec): 3 clusters
  Score: Raw -629189.122005 + Penalty 2798.353730 = -626390.768275
  nChanged 0
		SP:Iteration 37F (14571.370000 sec): 3 clusters
  Score: Raw -629189.122005 + Penalty 2798.353730 = -626390.768275
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 46 (4731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14571.470000 sec): 2 clusters
  Score: Raw -485493.912650 + Penalty 1375.057430 = -484118.855220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14571.730000 sec): 3 clusters
  Score: Raw -483027.276099 + Penalty 2750.114860 = -480277.161239
  nChanged 1881
		SP:Iteration 1F (14571.890000 sec): 3 clusters
  Score: Raw -484093.224799 + Penalty 2750.114860 = -481343.109939
  nChanged 365
		SP:Iteration 2F (14572.140000 sec): 3 clusters
  Score: Raw -484279.445974 + Penalty 2750.114860 = -481529.331114
  nChanged 249
		SP:Iteration 3F (14572.360000 sec): 3 clusters
  Score: Raw -484398.160845 + Penalty 2750.114860 = -481648.045985
  nChanged 209
		SP:Iteration 4Q (14572.560000 sec): 3 clusters
  Score: Raw -484506.240956 + Penalty 2750.114860 = -481756.126097
  nChanged 185
		SP:Iteration 5Q (14572.750000 sec): 3 clusters
  Score: Raw -484603.793467 + Penalty 2750.114860 = -481853.678607
  nChanged 163
		SP:Iteration 6Q (14572.910000 sec): 3 clusters
  Score: Raw -484688.466625 + Penalty 2750.114860 = -481938.351766
  nChanged 157
		SP:Iteration 7Q (14573.150000 sec): 3 clusters
  Score: Raw -484774.355983 + Penalty 2750.114860 = -482024.241123
  nChanged 144
		SP:Iteration 8Q (14573.350000 sec): 3 clusters
  Score: Raw -484854.891315 + Penalty 2750.114860 = -482104.776455
  nChanged 134
		SP:Iteration 9Q (14573.530000 sec): 3 clusters
  Score: Raw -484917.733297 + Penalty 2750.114860 = -482167.618438
  nChanged 114
		SP:Iteration 10Q (14573.710000 sec): 3 clusters
  Score: Raw -484979.085001 + Penalty 2750.114860 = -482228.970142
  nChanged 115
		SP:Iteration 11Q (14573.920000 sec): 3 clusters
  Score: Raw -485036.745212 + Penalty 2750.114860 = -482286.630352
  nChanged 95
		SP:Iteration 12Q (14574.100000 sec): 3 clusters
  Score: Raw -485080.767296 + Penalty 2750.114860 = -482330.652437
  nChanged 77
		SP:Iteration 13Q (14574.300000 sec): 3 clusters
  Score: Raw -485116.804709 + Penalty 2750.114860 = -482366.689849
  nChanged 87
		SP:Iteration 14Q (14574.480000 sec): 3 clusters
  Score: Raw -485161.162052 + Penalty 2750.114860 = -482411.047193
  nChanged 80
		SP:Iteration 15Q (14574.610000 sec): 3 clusters
  Score: Raw -485201.589994 + Penalty 2750.114860 = -482451.475134
  nChanged 75
		SP:Iteration 16Q (14574.820000 sec): 3 clusters
  Score: Raw -485238.270433 + Penalty 2750.114860 = -482488.155574
  nChanged 83
		SP:Iteration 17Q (14575.010000 sec): 3 clusters
  Score: Raw -485278.009621 + Penalty 2750.114860 = -482527.894762
  nChanged 84
		SP:Iteration 18Q (14575.160000 sec): 3 clusters
  Score: Raw -485326.024096 + Penalty 2750.114860 = -482575.909236
  nChanged 75
		SP:Iteration 19Q (14575.390000 sec): 3 clusters
  Score: Raw -485365.703194 + Penalty 2750.114860 = -482615.588334
  nChanged 71
		SP:Iteration 20F (14575.590000 sec): 3 clusters
  Score: Raw -485394.601206 + Penalty 2750.114860 = -482644.486346
  nChanged 55
		SP:Iteration 21Q (14575.810000 sec): 3 clusters
  Score: Raw -485414.141821 + Penalty 2750.114860 = -482664.026962
  nChanged 44
		SP:Iteration 22Q (14576.010000 sec): 3 clusters
  Score: Raw -485427.276721 + Penalty 2750.114860 = -482677.161861
  nChanged 30
		SP:Iteration 23Q (14576.190000 sec): 3 clusters
  Score: Raw -485436.431324 + Penalty 2750.114860 = -482686.316465
  nChanged 31
		SP:Iteration 24Q (14576.380000 sec): 3 clusters
  Score: Raw -485445.586021 + Penalty 2750.114860 = -482695.471161
  nChanged 28
		SP:Iteration 25Q (14576.570000 sec): 3 clusters
  Score: Raw -485453.129525 + Penalty 2750.114860 = -482703.014665
  nChanged 20
		SP:Iteration 26Q (14576.730000 sec): 3 clusters
  Score: Raw -485457.408353 + Penalty 2750.114860 = -482707.293493
  nChanged 12
		SP:Iteration 27Q (14576.900000 sec): 3 clusters
  Score: Raw -485459.745906 + Penalty 2750.114860 = -482709.631047
  nChanged 7
		SP:Iteration 28Q (14577.110000 sec): 3 clusters
  Score: Raw -485460.936595 + Penalty 2750.114860 = -482710.821736
  nChanged 2
		SP:Iteration 29Q (14577.330000 sec): 3 clusters
  Score: Raw -485461.212658 + Penalty 2750.114860 = -482711.097799
  nChanged 1
		SP:Iteration 30Q (14577.470000 sec): 3 clusters
  Score: Raw -485461.425142 + Penalty 2750.114860 = -482711.310282
  nChanged 1
		SP:Iteration 31Q (14577.630000 sec): 3 clusters
  Score: Raw -485461.528566 + Penalty 2750.114860 = -482711.413706
  nChanged 0
		SP:Iteration 32F (14577.840000 sec): 3 clusters
  Score: Raw -485461.528566 + Penalty 2750.114860 = -482711.413706
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 47 (4891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14577.950000 sec): 2 clusters
  Score: Raw -519828.172020 + Penalty 1380.462210 = -518447.709810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14578.090000 sec): 3 clusters
  Score: Raw -517302.824866 + Penalty 2760.924420 = -514541.900446
  nChanged 1996
		SP:Iteration 1F (14578.270000 sec): 3 clusters
  Score: Raw -518391.138419 + Penalty 2760.924420 = -515630.214000
  nChanged 340
		SP:Iteration 2F (14578.510000 sec): 3 clusters
  Score: Raw -518579.494117 + Penalty 2760.924420 = -515818.569698
  nChanged 255
		SP:Iteration 3F (14578.660000 sec): 3 clusters
  Score: Raw -518696.358699 + Penalty 2760.924420 = -515935.434279
  nChanged 194
		SP:Iteration 4Q (14578.840000 sec): 3 clusters
  Score: Raw -518771.522785 + Penalty 2760.924420 = -516010.598366
  nChanged 141
		SP:Iteration 5Q (14579.030000 sec): 3 clusters
  Score: Raw -518824.375098 + Penalty 2760.924420 = -516063.450678
  nChanged 137
		SP:Iteration 6Q (14579.220000 sec): 3 clusters
  Score: Raw -518877.822866 + Penalty 2760.924420 = -516116.898446
  nChanged 127
		SP:Iteration 7Q (14579.440000 sec): 3 clusters
  Score: Raw -518928.978076 + Penalty 2760.924420 = -516168.053656
  nChanged 111
		SP:Iteration 8Q (14579.590000 sec): 3 clusters
  Score: Raw -518974.808178 + Penalty 2760.924420 = -516213.883759
  nChanged 103
		SP:Iteration 9Q (14579.750000 sec): 3 clusters
  Score: Raw -519010.425929 + Penalty 2760.924420 = -516249.501510
  nChanged 87
		SP:Iteration 10Q (14579.910000 sec): 3 clusters
  Score: Raw -519040.444913 + Penalty 2760.924420 = -516279.520493
  nChanged 78
		SP:Iteration 11Q (14580.150000 sec): 3 clusters
  Score: Raw -519064.480487 + Penalty 2760.924420 = -516303.556068
  nChanged 86
		SP:Iteration 12Q (14580.310000 sec): 3 clusters
  Score: Raw -519091.939170 + Penalty 2760.924420 = -516331.014750
  nChanged 85
		SP:Iteration 13Q (14580.510000 sec): 3 clusters
  Score: Raw -519121.987729 + Penalty 2760.924420 = -516361.063310
  nChanged 77
		SP:Iteration 14Q (14580.690000 sec): 3 clusters
  Score: Raw -519151.057756 + Penalty 2760.924420 = -516390.133336
  nChanged 68
		SP:Iteration 15Q (14580.890000 sec): 3 clusters
  Score: Raw -519178.527270 + Penalty 2760.924420 = -516417.602850
  nChanged 74
		SP:Iteration 16Q (14581.100000 sec): 3 clusters
  Score: Raw -519205.429832 + Penalty 2760.924420 = -516444.505412
  nChanged 61
		SP:Iteration 17Q (14581.310000 sec): 3 clusters
  Score: Raw -519232.191462 + Penalty 2760.924420 = -516471.267042
  nChanged 72
		SP:Iteration 18Q (14581.470000 sec): 3 clusters
  Score: Raw -519261.213533 + Penalty 2760.924420 = -516500.289113
  nChanged 72
		SP:Iteration 19Q (14581.620000 sec): 3 clusters
  Score: Raw -519288.655513 + Penalty 2760.924420 = -516527.731093
  nChanged 68
		SP:Iteration 20F (14581.770000 sec): 3 clusters
  Score: Raw -519323.427269 + Penalty 2760.924420 = -516562.502849
  nChanged 74
		SP:Iteration 21Q (14581.970000 sec): 3 clusters
  Score: Raw -519359.282980 + Penalty 2760.924420 = -516598.358561
  nChanged 81
		SP:Iteration 22Q (14582.170000 sec): 3 clusters
  Score: Raw -519400.210547 + Penalty 2760.924420 = -516639.286127
  nChanged 91
		SP:Iteration 23Q (14582.330000 sec): 3 clusters
  Score: Raw -519451.876448 + Penalty 2760.924420 = -516690.952028
  nChanged 108
		SP:Iteration 24Q (14582.550000 sec): 3 clusters
  Score: Raw -519519.815020 + Penalty 2760.924420 = -516758.890601
  nChanged 108
		SP:Iteration 25Q (14582.710000 sec): 3 clusters
  Score: Raw -519588.557047 + Penalty 2760.924420 = -516827.632627
  nChanged 112
		SP:Iteration 26Q (14582.840000 sec): 3 clusters
  Score: Raw -519661.139331 + Penalty 2760.924420 = -516900.214911
  nChanged 85
		SP:Iteration 27Q (14583.060000 sec): 3 clusters
  Score: Raw -519722.494733 + Penalty 2760.924420 = -516961.570314
  nChanged 92
		SP:Iteration 28Q (14583.260000 sec): 3 clusters
  Score: Raw -519794.308750 + Penalty 2760.924420 = -517033.384330
  nChanged 75
		SP:Iteration 29Q (14583.460000 sec): 3 clusters
  Score: Raw -519852.625137 + Penalty 2760.924420 = -517091.700717
  nChanged 65
		SP:Iteration 30Q (14583.670000 sec): 3 clusters
  Score: Raw -519903.396199 + Penalty 2760.924420 = -517142.471779
  nChanged 42
		SP:Iteration 31Q (14583.910000 sec): 3 clusters
  Score: Raw -519934.019636 + Penalty 2760.924420 = -517173.095216
  nChanged 28
		SP:Iteration 32Q (14584.090000 sec): 3 clusters
  Score: Raw -519953.186239 + Penalty 2760.924420 = -517192.261820
  nChanged 25
		SP:Iteration 33Q (14584.250000 sec): 3 clusters
  Score: Raw -519971.420590 + Penalty 2760.924420 = -517210.496171
  nChanged 28
		SP:Iteration 34Q (14584.510000 sec): 3 clusters
  Score: Raw -519988.464578 + Penalty 2760.924420 = -517227.540159
  nChanged 22
		SP:Iteration 35Q (14584.740000 sec): 3 clusters
  Score: Raw -520004.200541 + Penalty 2760.924420 = -517243.276121
  nChanged 23
		SP:Iteration 36Q (14584.930000 sec): 3 clusters
  Score: Raw -520021.788770 + Penalty 2760.924420 = -517260.864351
  nChanged 25
		SP:Iteration 37Q (14585.160000 sec): 3 clusters
  Score: Raw -520038.736331 + Penalty 2760.924420 = -517277.811911
  nChanged 22
		SP:Iteration 38Q (14585.350000 sec): 3 clusters
  Score: Raw -520054.640787 + Penalty 2760.924420 = -517293.716368
  nChanged 15
		SP:Iteration 39Q (14585.550000 sec): 3 clusters
  Score: Raw -520064.366761 + Penalty 2760.924420 = -517303.442341
  nChanged 12
		SP:Iteration 40F (14585.760000 sec): 3 clusters
  Score: Raw -520074.659763 + Penalty 2760.924420 = -517313.735344
  nChanged 10
		SP:Iteration 41Q (14585.910000 sec): 3 clusters
  Score: Raw -520080.770385 + Penalty 2760.924420 = -517319.845966
  nChanged 8
		SP:Iteration 42Q (14586.130000 sec): 3 clusters
  Score: Raw -520086.370019 + Penalty 2760.924420 = -517325.445599
  nChanged 4
		SP:Iteration 43Q (14586.340000 sec): 3 clusters
  Score: Raw -520089.219181 + Penalty 2760.924420 = -517328.294761
  nChanged 2
		SP:Iteration 44Q (14586.550000 sec): 3 clusters
  Score: Raw -520090.382230 + Penalty 2760.924420 = -517329.457810
  nChanged 1
		SP:Iteration 45Q (14586.780000 sec): 3 clusters
  Score: Raw -520090.775639 + Penalty 2760.924420 = -517329.851219
  nChanged 0
		SP:Iteration 46F (14586.990000 sec): 3 clusters
  Score: Raw -520090.775639 + Penalty 2760.924420 = -517329.851219
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 48 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14587.080000 sec): 2 clusters
  Score: Raw -16393.378400 + Penalty 861.787048 = -15531.591352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14587.320000 sec): 3 clusters
  Score: Raw -16554.932021 + Penalty 1723.574095 = -14831.357926
  nChanged 38
		SP:Iteration 1F (14587.490000 sec): 3 clusters
  Score: Raw -16690.004103 + Penalty 1723.574095 = -14966.430008
  nChanged 9
		SP:Iteration 2Q (14587.680000 sec): 3 clusters
  Score: Raw -16720.125929 + Penalty 1723.574095 = -14996.551834
  nChanged 3
		SP:Iteration 3Q (14587.820000 sec): 3 clusters
  Score: Raw -16737.663080 + Penalty 1723.574095 = -15014.088985
  nChanged 1
		SP:Iteration 4Q (14588.030000 sec): 3 clusters
  Score: Raw -16748.076072 + Penalty 1723.574095 = -15024.501977
  nChanged 1
		SP:Iteration 5Q (14588.210000 sec): 3 clusters
  Score: Raw -16750.607977 + Penalty 1723.574095 = -15027.033882
  nChanged 0
		SP:Iteration 6F (14588.380000 sec): 3 clusters
  Score: Raw -16750.607977 + Penalty 1723.574095 = -15027.033882
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 49 (12875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14588.550000 sec): 2 clusters
  Score: Raw -1258586.138404 + Penalty 1537.744443 = -1257048.393961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14588.790000 sec): 3 clusters
  Score: Raw -1251203.117982 + Penalty 3075.488886 = -1248127.629096
  nChanged 5636
		SP:Iteration 1F (14589.030000 sec): 3 clusters
  Score: Raw -1254525.037737 + Penalty 3075.488886 = -1251449.548852
  nChanged 942
		SP:Iteration 2F (14589.290000 sec): 3 clusters
  Score: Raw -1255003.189010 + Penalty 3075.488886 = -1251927.700125
  nChanged 785
		SP:Iteration 3F (14589.510000 sec): 3 clusters
  Score: Raw -1255399.601960 + Penalty 3075.488886 = -1252324.113074
  nChanged 698
		SP:Iteration 4F (14589.790000 sec): 3 clusters
  Score: Raw -1255727.982647 + Penalty 3075.488886 = -1252652.493761
  nChanged 623
		SP:Iteration 5Q (14590.010000 sec): 3 clusters
  Score: Raw -1256024.737791 + Penalty 3075.488886 = -1252949.248905
  nChanged 538
		SP:Iteration 6Q (14590.230000 sec): 3 clusters
  Score: Raw -1256318.795183 + Penalty 3075.488886 = -1253243.306297
  nChanged 541
		SP:Iteration 7Q (14590.500000 sec): 3 clusters
  Score: Raw -1256615.247149 + Penalty 3075.488886 = -1253539.758263
  nChanged 493
		SP:Iteration 8Q (14590.740000 sec): 3 clusters
  Score: Raw -1256874.550122 + Penalty 3075.488886 = -1253799.061236
  nChanged 444
		SP:Iteration 9Q (14590.980000 sec): 3 clusters
  Score: Raw -1257098.480131 + Penalty 3075.488886 = -1254022.991245
  nChanged 390
		SP:Iteration 10Q (14591.230000 sec): 3 clusters
  Score: Raw -1257282.780142 + Penalty 3075.488886 = -1254207.291256
  nChanged 359
		SP:Iteration 11Q (14591.450000 sec): 3 clusters
  Score: Raw -1257421.333694 + Penalty 3075.488886 = -1254345.844808
  nChanged 290
		SP:Iteration 12Q (14591.720000 sec): 3 clusters
  Score: Raw -1257520.471303 + Penalty 3075.488886 = -1254444.982417
  nChanged 247
		SP:Iteration 13Q (14591.920000 sec): 3 clusters
  Score: Raw -1257602.032525 + Penalty 3075.488886 = -1254526.543639
  nChanged 216
		SP:Iteration 14Q (14592.190000 sec): 3 clusters
  Score: Raw -1257669.877102 + Penalty 3075.488886 = -1254594.388216
  nChanged 205
		SP:Iteration 15Q (14592.440000 sec): 3 clusters
  Score: Raw -1257731.220349 + Penalty 3075.488886 = -1254655.731464
  nChanged 196
		SP:Iteration 16Q (14592.650000 sec): 3 clusters
  Score: Raw -1257790.224152 + Penalty 3075.488886 = -1254714.735267
  nChanged 197
		SP:Iteration 17Q (14592.890000 sec): 3 clusters
  Score: Raw -1257843.773791 + Penalty 3075.488886 = -1254768.284905
  nChanged 157
		SP:Iteration 18Q (14593.100000 sec): 3 clusters
  Score: Raw -1257885.496601 + Penalty 3075.488886 = -1254810.007715
  nChanged 153
		SP:Iteration 19Q (14593.350000 sec): 3 clusters
  Score: Raw -1257938.957541 + Penalty 3075.488886 = -1254863.468656
  nChanged 174
		SP:Iteration 20F (14593.600000 sec): 3 clusters
  Score: Raw -1258004.576973 + Penalty 3075.488886 = -1254929.088087
  nChanged 195
		SP:Iteration 21Q (14593.840000 sec): 3 clusters
  Score: Raw -1258074.064639 + Penalty 3075.488886 = -1254998.575754
  nChanged 179
		SP:Iteration 22Q (14594.060000 sec): 3 clusters
  Score: Raw -1258124.681506 + Penalty 3075.488886 = -1255049.192620
  nChanged 129
		SP:Iteration 23Q (14594.310000 sec): 3 clusters
  Score: Raw -1258156.377148 + Penalty 3075.488886 = -1255080.888262
  nChanged 129
		SP:Iteration 24Q (14594.560000 sec): 3 clusters
  Score: Raw -1258184.968499 + Penalty 3075.488886 = -1255109.479613
  nChanged 103
		SP:Iteration 25Q (14594.760000 sec): 3 clusters
  Score: Raw -1258206.152073 + Penalty 3075.488886 = -1255130.663188
  nChanged 107
		SP:Iteration 26Q (14595.020000 sec): 3 clusters
  Score: Raw -1258226.245995 + Penalty 3075.488886 = -1255150.757109
  nChanged 98
		SP:Iteration 27Q (14595.260000 sec): 3 clusters
  Score: Raw -1258245.163749 + Penalty 3075.488886 = -1255169.674863
  nChanged 89
		SP:Iteration 28Q (14595.470000 sec): 3 clusters
  Score: Raw -1258261.272966 + Penalty 3075.488886 = -1255185.784080
  nChanged 87
		SP:Iteration 29Q (14595.730000 sec): 3 clusters
  Score: Raw -1258280.430391 + Penalty 3075.488886 = -1255204.941506
  nChanged 97
		SP:Iteration 30Q (14595.950000 sec): 3 clusters
  Score: Raw -1258302.003908 + Penalty 3075.488886 = -1255226.515023
  nChanged 77
		SP:Iteration 31Q (14596.200000 sec): 3 clusters
  Score: Raw -1258315.744784 + Penalty 3075.488886 = -1255240.255898
  nChanged 71
		SP:Iteration 32Q (14596.420000 sec): 3 clusters
  Score: Raw -1258329.675861 + Penalty 3075.488886 = -1255254.186975
  nChanged 70
		SP:Iteration 33Q (14596.650000 sec): 3 clusters
  Score: Raw -1258344.652387 + Penalty 3075.488886 = -1255269.163501
  nChanged 76
		SP:Iteration 34Q (14596.850000 sec): 3 clusters
  Score: Raw -1258361.185903 + Penalty 3075.488886 = -1255285.697017
  nChanged 83
		SP:Iteration 35Q (14597.100000 sec): 3 clusters
  Score: Raw -1258376.816449 + Penalty 3075.488886 = -1255301.327563
  nChanged 80
		SP:Iteration 36Q (14597.320000 sec): 3 clusters
  Score: Raw -1258396.359072 + Penalty 3075.488886 = -1255320.870187
  nChanged 92
		SP:Iteration 37Q (14597.540000 sec): 3 clusters
  Score: Raw -1258417.755067 + Penalty 3075.488886 = -1255342.266181
  nChanged 104
		SP:Iteration 38Q (14597.780000 sec): 3 clusters
  Score: Raw -1258444.992507 + Penalty 3075.488886 = -1255369.503621
  nChanged 95
		SP:Iteration 39Q (14598.040000 sec): 3 clusters
  Score: Raw -1258470.893220 + Penalty 3075.488886 = -1255395.404334
  nChanged 110
		SP:Iteration 40F (14598.270000 sec): 3 clusters
  Score: Raw -1258504.752899 + Penalty 3075.488886 = -1255429.264013
  nChanged 120
		SP:Iteration 41Q (14598.490000 sec): 3 clusters
  Score: Raw -1258539.869093 + Penalty 3075.488886 = -1255464.380207
  nChanged 112
		SP:Iteration 42Q (14598.700000 sec): 3 clusters
  Score: Raw -1258568.859174 + Penalty 3075.488886 = -1255493.370288
  nChanged 102
		SP:Iteration 43Q (14598.990000 sec): 3 clusters
  Score: Raw -1258593.970387 + Penalty 3075.488886 = -1255518.481501
  nChanged 93
		SP:Iteration 44Q (14599.220000 sec): 3 clusters
  Score: Raw -1258618.368291 + Penalty 3075.488886 = -1255542.879405
  nChanged 102
		SP:Iteration 45Q (14599.480000 sec): 3 clusters
  Score: Raw -1258647.591878 + Penalty 3075.488886 = -1255572.102992
  nChanged 110
		SP:Iteration 46Q (14599.690000 sec): 3 clusters
  Score: Raw -1258677.747834 + Penalty 3075.488886 = -1255602.258948
  nChanged 105
		SP:Iteration 47Q (14600.000000 sec): 3 clusters
  Score: Raw -1258709.614220 + Penalty 3075.488886 = -1255634.125335
  nChanged 122
		SP:Iteration 48Q (14600.230000 sec): 3 clusters
  Score: Raw -1258753.232568 + Penalty 3075.488886 = -1255677.743682
  nChanged 117
		SP:Iteration 49Q (14600.520000 sec): 3 clusters
  Score: Raw -1258797.448612 + Penalty 3075.488886 = -1255721.959727
  nChanged 123
		SP:Iteration 50Q (14600.760000 sec): 3 clusters
  Score: Raw -1258847.017895 + Penalty 3075.488886 = -1255771.529009
  nChanged 124
		SP:Iteration 51Q (14601.020000 sec): 3 clusters
  Score: Raw -1258897.087213 + Penalty 3075.488886 = -1255821.598327
  nChanged 122
		SP:Iteration 52Q (14601.220000 sec): 3 clusters
  Score: Raw -1258943.584034 + Penalty 3075.488886 = -1255868.095148
  nChanged 120
		SP:Iteration 53Q (14601.480000 sec): 3 clusters
  Score: Raw -1258993.335795 + Penalty 3075.488886 = -1255917.846909
  nChanged 129
		SP:Iteration 54Q (14601.760000 sec): 3 clusters
  Score: Raw -1259047.930002 + Penalty 3075.488886 = -1255972.441116
  nChanged 123
		SP:Iteration 55Q (14602.010000 sec): 3 clusters
  Score: Raw -1259102.732686 + Penalty 3075.488886 = -1256027.243800
  nChanged 122
		SP:Iteration 56Q (14602.230000 sec): 3 clusters
  Score: Raw -1259154.975221 + Penalty 3075.488886 = -1256079.486335
  nChanged 112
		SP:Iteration 57Q (14602.480000 sec): 3 clusters
  Score: Raw -1259199.136832 + Penalty 3075.488886 = -1256123.647946
  nChanged 87
		SP:Iteration 58Q (14602.710000 sec): 3 clusters
  Score: Raw -1259234.283195 + Penalty 3075.488886 = -1256158.794309
  nChanged 76
		SP:Iteration 59Q (14602.910000 sec): 3 clusters
  Score: Raw -1259264.379197 + Penalty 3075.488886 = -1256188.890311
  nChanged 70
		SP:Iteration 60F (14603.160000 sec): 3 clusters
  Score: Raw -1259285.772225 + Penalty 3075.488886 = -1256210.283340
  nChanged 57
		SP:Iteration 61Q (14603.370000 sec): 3 clusters
  Score: Raw -1259300.408652 + Penalty 3075.488886 = -1256224.919767
  nChanged 47
		SP:Iteration 62Q (14603.570000 sec): 3 clusters
  Score: Raw -1259314.614758 + Penalty 3075.488886 = -1256239.125872
  nChanged 32
		SP:Iteration 63Q (14603.790000 sec): 3 clusters
  Score: Raw -1259324.282325 + Penalty 3075.488886 = -1256248.793440
  nChanged 35
		SP:Iteration 64Q (14604.050000 sec): 3 clusters
  Score: Raw -1259334.492948 + Penalty 3075.488886 = -1256259.004062
  nChanged 33
		SP:Iteration 65Q (14604.250000 sec): 3 clusters
  Score: Raw -1259343.047007 + Penalty 3075.488886 = -1256267.558122
  nChanged 20
		SP:Iteration 66Q (14604.480000 sec): 3 clusters
  Score: Raw -1259347.752881 + Penalty 3075.488886 = -1256272.263995
  nChanged 10
		SP:Iteration 67Q (14604.740000 sec): 3 clusters
  Score: Raw -1259349.295930 + Penalty 3075.488886 = -1256273.807045
  nChanged 8
		SP:Iteration 68Q (14605.010000 sec): 3 clusters
  Score: Raw -1259350.505119 + Penalty 3075.488886 = -1256275.016233
  nChanged 3
		SP:Iteration 69Q (14605.230000 sec): 3 clusters
  Score: Raw -1259351.028568 + Penalty 3075.488886 = -1256275.539683
  nChanged 4
		SP:Iteration 70Q (14605.430000 sec): 3 clusters
  Score: Raw -1259351.792041 + Penalty 3075.488886 = -1256276.303155
  nChanged 5
		SP:Iteration 71Q (14605.680000 sec): 3 clusters
  Score: Raw -1259352.992671 + Penalty 3075.488886 = -1256277.503785
  nChanged 4
		SP:Iteration 72Q (14605.870000 sec): 3 clusters
  Score: Raw -1259353.896835 + Penalty 3075.488886 = -1256278.407949
  nChanged 1
		SP:Iteration 73Q (14606.110000 sec): 3 clusters
  Score: Raw -1259354.059662 + Penalty 3075.488886 = -1256278.570776
  nChanged 0
		SP:Iteration 74F (14606.360000 sec): 3 clusters
  Score: Raw -1259354.059662 + Penalty 3075.488886 = -1256278.570776
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 50 (16166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14606.500000 sec): 2 clusters
  Score: Raw -1733293.075928 + Penalty 1574.733152 = -1731718.342776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14606.730000 sec): 3 clusters
  Score: Raw -1723760.313727 + Penalty 3149.466304 = -1720610.847423
  nChanged 7256
		SP:Iteration 1F (14606.990000 sec): 3 clusters
  Score: Raw -1727767.080495 + Penalty 3149.466304 = -1724617.614191
  nChanged 881
		SP:Iteration 2F (14607.220000 sec): 3 clusters
  Score: Raw -1728098.368305 + Penalty 3149.466304 = -1724948.902001
  nChanged 788
		SP:Iteration 3Q (14607.490000 sec): 3 clusters
  Score: Raw -1728417.424511 + Penalty 3149.466304 = -1725267.958208
  nChanged 795
		SP:Iteration 4Q (14607.720000 sec): 3 clusters
  Score: Raw -1728762.781712 + Penalty 3149.466304 = -1725613.315409
  nChanged 828
		SP:Iteration 5F (14607.940000 sec): 3 clusters
  Score: Raw -1729143.132133 + Penalty 3149.466304 = -1725993.665829
  nChanged 838
		SP:Iteration 6F (14608.220000 sec): 3 clusters
  Score: Raw -1729582.375282 + Penalty 3149.466304 = -1726432.908979
  nChanged 892
		SP:Iteration 7F (14608.460000 sec): 3 clusters
  Score: Raw -1730102.321725 + Penalty 3149.466304 = -1726952.855421
  nChanged 859
		SP:Iteration 8F (14608.650000 sec): 3 clusters
  Score: Raw -1730603.440890 + Penalty 3149.466304 = -1727453.974586
  nChanged 792
		SP:Iteration 9Q (14608.900000 sec): 3 clusters
  Score: Raw -1731114.020591 + Penalty 3149.466304 = -1727964.554287
  nChanged 705
		SP:Iteration 10Q (14609.230000 sec): 3 clusters
  Score: Raw -1731540.246996 + Penalty 3149.466304 = -1728390.780692
  nChanged 563
		SP:Iteration 11Q (14609.450000 sec): 3 clusters
  Score: Raw -1731901.930098 + Penalty 3149.466304 = -1728752.463794
  nChanged 522
		SP:Iteration 12Q (14609.690000 sec): 3 clusters
  Score: Raw -1732266.665983 + Penalty 3149.466304 = -1729117.199680
  nChanged 418
		SP:Iteration 13Q (14609.970000 sec): 3 clusters
  Score: Raw -1732560.881293 + Penalty 3149.466304 = -1729411.414989
  nChanged 327
		SP:Iteration 14Q (14610.250000 sec): 3 clusters
  Score: Raw -1732788.415528 + Penalty 3149.466304 = -1729638.949224
  nChanged 268
		SP:Iteration 15Q (14610.490000 sec): 3 clusters
  Score: Raw -1732996.812761 + Penalty 3149.466304 = -1729847.346457
  nChanged 194
		SP:Iteration 16Q (14610.740000 sec): 3 clusters
  Score: Raw -1733154.697404 + Penalty 3149.466304 = -1730005.231100
  nChanged 136
		SP:Iteration 17Q (14611.020000 sec): 3 clusters
  Score: Raw -1733270.523000 + Penalty 3149.466304 = -1730121.056696
  nChanged 88
		SP:Iteration 18Q (14611.290000 sec): 3 clusters
  Score: Raw -1733346.483971 + Penalty 3149.466304 = -1730197.017667
  nChanged 63
		SP:Iteration 19Q (14611.490000 sec): 3 clusters
  Score: Raw -1733404.326463 + Penalty 3149.466304 = -1730254.860160
  nChanged 45
		SP:Iteration 20F (14611.770000 sec): 3 clusters
  Score: Raw -1733449.132836 + Penalty 3149.466304 = -1730299.666532
  nChanged 33
		SP:Iteration 21Q (14612.010000 sec): 3 clusters
  Score: Raw -1733481.898666 + Penalty 3149.466304 = -1730332.432362
  nChanged 13
		SP:Iteration 22Q (14612.300000 sec): 3 clusters
  Score: Raw -1733493.882936 + Penalty 3149.466304 = -1730344.416632
  nChanged 6
		SP:Iteration 23Q (14612.550000 sec): 3 clusters
  Score: Raw -1733498.897952 + Penalty 3149.466304 = -1730349.431649
  nChanged 4
		SP:Iteration 24Q (14612.840000 sec): 3 clusters
  Score: Raw -1733502.759756 + Penalty 3149.466304 = -1730353.293452
  nChanged 3
		SP:Iteration 25Q (14613.080000 sec): 3 clusters
  Score: Raw -1733504.891513 + Penalty 3149.466304 = -1730355.425209
  nChanged 5
		SP:Iteration 26Q (14613.370000 sec): 3 clusters
  Score: Raw -1733507.697665 + Penalty 3149.466304 = -1730358.231361
  nChanged 0
		SP:Iteration 27F (14613.610000 sec): 3 clusters
  Score: Raw -1733507.697665 + Penalty 3149.466304 = -1730358.231361
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 51 (2578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14613.700000 sec): 2 clusters
  Score: Raw -260464.764684 + Penalty 1276.399992 = -259188.364692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14613.880000 sec): 3 clusters
  Score: Raw -259288.555314 + Penalty 2552.799985 = -256735.755330
  nChanged 968
		SP:Iteration 1F (14614.060000 sec): 3 clusters
  Score: Raw -259898.148676 + Penalty 2552.799985 = -257345.348692
  nChanged 215
		SP:Iteration 2F (14614.250000 sec): 3 clusters
  Score: Raw -260055.709688 + Penalty 2552.799985 = -257502.909703
  nChanged 134
		SP:Iteration 3F (14614.450000 sec): 3 clusters
  Score: Raw -260162.662744 + Penalty 2552.799985 = -257609.862760
  nChanged 126
		SP:Iteration 4Q (14614.620000 sec): 3 clusters
  Score: Raw -260271.262285 + Penalty 2552.799985 = -257718.462300
  nChanged 119
		SP:Iteration 5Q (14614.820000 sec): 3 clusters
  Score: Raw -260376.656104 + Penalty 2552.799985 = -257823.856119
  nChanged 110
		SP:Iteration 6Q (14614.990000 sec): 3 clusters
  Score: Raw -260467.634184 + Penalty 2552.799985 = -257914.834199
  nChanged 99
		SP:Iteration 7Q (14615.180000 sec): 3 clusters
  Score: Raw -260552.218432 + Penalty 2552.799985 = -257999.418447
  nChanged 85
		SP:Iteration 8Q (14615.330000 sec): 3 clusters
  Score: Raw -260612.016200 + Penalty 2552.799985 = -258059.216215
  nChanged 53
		SP:Iteration 9Q (14615.500000 sec): 3 clusters
  Score: Raw -260642.603477 + Penalty 2552.799985 = -258089.803492
  nChanged 32
		SP:Iteration 10Q (14615.710000 sec): 3 clusters
  Score: Raw -260663.507589 + Penalty 2552.799985 = -258110.707604
  nChanged 39
		SP:Iteration 11Q (14615.910000 sec): 3 clusters
  Score: Raw -260689.722126 + Penalty 2552.799985 = -258136.922141
  nChanged 26
		SP:Iteration 12Q (14616.050000 sec): 3 clusters
  Score: Raw -260702.927986 + Penalty 2552.799985 = -258150.128001
  nChanged 22
		SP:Iteration 13Q (14616.260000 sec): 3 clusters
  Score: Raw -260716.826661 + Penalty 2552.799985 = -258164.026676
  nChanged 17
		SP:Iteration 14Q (14616.440000 sec): 3 clusters
  Score: Raw -260725.882539 + Penalty 2552.799985 = -258173.082554
  nChanged 14
		SP:Iteration 15Q (14616.630000 sec): 3 clusters
  Score: Raw -260731.326311 + Penalty 2552.799985 = -258178.526326
  nChanged 5
		SP:Iteration 16Q (14616.810000 sec): 3 clusters
  Score: Raw -260733.414886 + Penalty 2552.799985 = -258180.614901
  nChanged 3
		SP:Iteration 17Q (14616.980000 sec): 3 clusters
  Score: Raw -260734.295265 + Penalty 2552.799985 = -258181.495280
  nChanged 4
		SP:Iteration 18Q (14617.200000 sec): 3 clusters
  Score: Raw -260736.135821 + Penalty 2552.799985 = -258183.335836
  nChanged 4
		SP:Iteration 19Q (14617.430000 sec): 3 clusters
  Score: Raw -260737.751591 + Penalty 2552.799985 = -258184.951607
  nChanged 3
		SP:Iteration 20F (14617.600000 sec): 3 clusters
  Score: Raw -260739.044025 + Penalty 2552.799985 = -258186.244040
  nChanged 6
		SP:Iteration 21Q (14617.790000 sec): 3 clusters
  Score: Raw -260742.529453 + Penalty 2552.799985 = -258189.729468
  nChanged 5
		SP:Iteration 22Q (14618.000000 sec): 3 clusters
  Score: Raw -260744.944004 + Penalty 2552.799985 = -258192.144020
  nChanged 6
		SP:Iteration 23Q (14618.170000 sec): 3 clusters
  Score: Raw -260747.334862 + Penalty 2552.799985 = -258194.534877
  nChanged 0
		SP:Iteration 24F (14618.430000 sec): 3 clusters
  Score: Raw -260747.334862 + Penalty 2552.799985 = -258194.534877
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 52 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14618.500000 sec): 2 clusters
  Score: Raw -185104.561514 + Penalty 1217.754507 = -183886.807007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14618.680000 sec): 3 clusters
  Score: Raw -184356.979576 + Penalty 2435.509013 = -181921.470563
  nChanged 623
		SP:Iteration 1F (14618.910000 sec): 3 clusters
  Score: Raw -184769.686235 + Penalty 2435.509013 = -182334.177222
  nChanged 143
		SP:Iteration 2F (14619.130000 sec): 3 clusters
  Score: Raw -184889.252962 + Penalty 2435.509013 = -182453.743949
  nChanged 99
		SP:Iteration 3F (14619.300000 sec): 3 clusters
  Score: Raw -184975.039908 + Penalty 2435.509013 = -182539.530895
  nChanged 63
		SP:Iteration 4Q (14619.460000 sec): 3 clusters
  Score: Raw -185021.347823 + Penalty 2435.509013 = -182585.838809
  nChanged 56
		SP:Iteration 5Q (14619.670000 sec): 3 clusters
  Score: Raw -185065.902042 + Penalty 2435.509013 = -182630.393029
  nChanged 49
		SP:Iteration 6Q (14619.860000 sec): 3 clusters
  Score: Raw -185105.980628 + Penalty 2435.509013 = -182670.471615
  nChanged 51
		SP:Iteration 7Q (14620.050000 sec): 3 clusters
  Score: Raw -185147.855334 + Penalty 2435.509013 = -182712.346321
  nChanged 45
		SP:Iteration 8Q (14620.240000 sec): 3 clusters
  Score: Raw -185182.890408 + Penalty 2435.509013 = -182747.381395
  nChanged 31
		SP:Iteration 9Q (14620.440000 sec): 3 clusters
  Score: Raw -185206.077304 + Penalty 2435.509013 = -182770.568290
  nChanged 31
		SP:Iteration 10Q (14620.610000 sec): 3 clusters
  Score: Raw -185229.779819 + Penalty 2435.509013 = -182794.270806
  nChanged 30
		SP:Iteration 11Q (14620.800000 sec): 3 clusters
  Score: Raw -185257.396522 + Penalty 2435.509013 = -182821.887508
  nChanged 33
		SP:Iteration 12Q (14621.010000 sec): 3 clusters
  Score: Raw -185281.794120 + Penalty 2435.509013 = -182846.285107
  nChanged 23
		SP:Iteration 13Q (14621.180000 sec): 3 clusters
  Score: Raw -185296.475029 + Penalty 2435.509013 = -182860.966016
  nChanged 14
		SP:Iteration 14Q (14621.410000 sec): 3 clusters
  Score: Raw -185308.962619 + Penalty 2435.509013 = -182873.453606
  nChanged 16
		SP:Iteration 15Q (14621.610000 sec): 3 clusters
  Score: Raw -185323.854484 + Penalty 2435.509013 = -182888.345471
  nChanged 18
		SP:Iteration 16Q (14621.830000 sec): 3 clusters
  Score: Raw -185338.107344 + Penalty 2435.509013 = -182902.598331
  nChanged 17
		SP:Iteration 17Q (14622.000000 sec): 3 clusters
  Score: Raw -185353.724537 + Penalty 2435.509013 = -182918.215523
  nChanged 20
		SP:Iteration 18Q (14622.220000 sec): 3 clusters
  Score: Raw -185368.967770 + Penalty 2435.509013 = -182933.458756
  nChanged 14
		SP:Iteration 19Q (14622.400000 sec): 3 clusters
  Score: Raw -185378.644915 + Penalty 2435.509013 = -182943.135901
  nChanged 12
		SP:Iteration 20F (14622.610000 sec): 3 clusters
  Score: Raw -185386.295370 + Penalty 2435.509013 = -182950.786357
  nChanged 11
		SP:Iteration 21Q (14622.760000 sec): 3 clusters
  Score: Raw -185396.124132 + Penalty 2435.509013 = -182960.615119
  nChanged 15
		SP:Iteration 22Q (14622.950000 sec): 3 clusters
  Score: Raw -185406.341493 + Penalty 2435.509013 = -182970.832480
  nChanged 12
		SP:Iteration 23Q (14623.140000 sec): 3 clusters
  Score: Raw -185411.839746 + Penalty 2435.509013 = -182976.330733
  nChanged 7
		SP:Iteration 24Q (14623.300000 sec): 3 clusters
  Score: Raw -185417.371686 + Penalty 2435.509013 = -182981.862672
  nChanged 12
		SP:Iteration 25Q (14623.500000 sec): 3 clusters
  Score: Raw -185427.924702 + Penalty 2435.509013 = -182992.415689
  nChanged 13
		SP:Iteration 26Q (14623.660000 sec): 3 clusters
  Score: Raw -185437.527774 + Penalty 2435.509013 = -183002.018761
  nChanged 8
		SP:Iteration 27Q (14623.800000 sec): 3 clusters
  Score: Raw -185441.685672 + Penalty 2435.509013 = -183006.176659
  nChanged 8
		SP:Iteration 28Q (14624.000000 sec): 3 clusters
  Score: Raw -185446.165135 + Penalty 2435.509013 = -183010.656122
  nChanged 4
		SP:Iteration 29Q (14624.180000 sec): 3 clusters
  Score: Raw -185451.156558 + Penalty 2435.509013 = -183015.647545
  nChanged 8
		SP:Iteration 30Q (14624.390000 sec): 3 clusters
  Score: Raw -185456.639821 + Penalty 2435.509013 = -183021.130808
  nChanged 6
		SP:Iteration 31Q (14624.560000 sec): 3 clusters
  Score: Raw -185459.441677 + Penalty 2435.509013 = -183023.932664
  nChanged 2
		SP:Iteration 32Q (14624.740000 sec): 3 clusters
  Score: Raw -185459.952349 + Penalty 2435.509013 = -183024.443335
  nChanged 0
		SP:Iteration 33F (14624.950000 sec): 3 clusters
  Score: Raw -185459.952349 + Penalty 2435.509013 = -183024.443335
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 53 (4497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14625.040000 sec): 2 clusters
  Score: Raw -451913.176426 + Penalty 1366.814440 = -450546.361986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14625.260000 sec): 3 clusters
  Score: Raw -449630.195071 + Penalty 2733.628881 = -446896.566191
  nChanged 1778
		SP:Iteration 1F (14625.460000 sec): 3 clusters
  Score: Raw -450649.108041 + Penalty 2733.628881 = -447915.479161
  nChanged 342
		SP:Iteration 2F (14625.640000 sec): 3 clusters
  Score: Raw -450865.852196 + Penalty 2733.628881 = -448132.223315
  nChanged 269
		SP:Iteration 3F (14625.860000 sec): 3 clusters
  Score: Raw -451049.045859 + Penalty 2733.628881 = -448315.416979
  nChanged 243
		SP:Iteration 4F (14626.040000 sec): 3 clusters
  Score: Raw -451205.729949 + Penalty 2733.628881 = -448472.101068
  nChanged 210
		SP:Iteration 5Q (14626.260000 sec): 3 clusters
  Score: Raw -451330.859258 + Penalty 2733.628881 = -448597.230377
  nChanged 167
		SP:Iteration 6Q (14626.470000 sec): 3 clusters
  Score: Raw -451436.974591 + Penalty 2733.628881 = -448703.345710
  nChanged 162
		SP:Iteration 7Q (14626.650000 sec): 3 clusters
  Score: Raw -451530.720658 + Penalty 2733.628881 = -448797.091778
  nChanged 143
		SP:Iteration 8Q (14626.860000 sec): 3 clusters
  Score: Raw -451619.366909 + Penalty 2733.628881 = -448885.738028
  nChanged 145
		SP:Iteration 9Q (14626.990000 sec): 3 clusters
  Score: Raw -451723.261980 + Penalty 2733.628881 = -448989.633100
  nChanged 123
		SP:Iteration 10Q (14627.190000 sec): 3 clusters
  Score: Raw -451810.469992 + Penalty 2733.628881 = -449076.841112
  nChanged 108
		SP:Iteration 11Q (14627.340000 sec): 3 clusters
  Score: Raw -451888.061468 + Penalty 2733.628881 = -449154.432587
  nChanged 101
		SP:Iteration 12Q (14627.560000 sec): 3 clusters
  Score: Raw -451978.994146 + Penalty 2733.628881 = -449245.365265
  nChanged 108
		SP:Iteration 13Q (14627.780000 sec): 3 clusters
  Score: Raw -452076.240377 + Penalty 2733.628881 = -449342.611496
  nChanged 93
		SP:Iteration 14Q (14627.970000 sec): 3 clusters
  Score: Raw -452149.982715 + Penalty 2733.628881 = -449416.353834
  nChanged 75
		SP:Iteration 15Q (14628.160000 sec): 3 clusters
  Score: Raw -452210.304657 + Penalty 2733.628881 = -449476.675777
  nChanged 64
		SP:Iteration 16Q (14628.340000 sec): 3 clusters
  Score: Raw -452248.165423 + Penalty 2733.628881 = -449514.536542
  nChanged 70
		SP:Iteration 17Q (14628.520000 sec): 3 clusters
  Score: Raw -452286.319030 + Penalty 2733.628881 = -449552.690150
  nChanged 53
		SP:Iteration 18Q (14628.730000 sec): 3 clusters
  Score: Raw -452313.255711 + Penalty 2733.628881 = -449579.626831
  nChanged 51
		SP:Iteration 19Q (14628.900000 sec): 3 clusters
  Score: Raw -452340.036961 + Penalty 2733.628881 = -449606.408080
  nChanged 44
		SP:Iteration 20F (14629.110000 sec): 3 clusters
  Score: Raw -452362.388445 + Penalty 2733.628881 = -449628.759564
  nChanged 46
		SP:Iteration 21Q (14629.320000 sec): 3 clusters
  Score: Raw -452387.338944 + Penalty 2733.628881 = -449653.710064
  nChanged 35
		SP:Iteration 22Q (14629.480000 sec): 3 clusters
  Score: Raw -452408.494532 + Penalty 2733.628881 = -449674.865651
  nChanged 33
		SP:Iteration 23Q (14629.710000 sec): 3 clusters
  Score: Raw -452422.526592 + Penalty 2733.628881 = -449688.897711
  nChanged 25
		SP:Iteration 24Q (14629.890000 sec): 3 clusters
  Score: Raw -452433.009918 + Penalty 2733.628881 = -449699.381038
  nChanged 25
		SP:Iteration 25Q (14630.050000 sec): 3 clusters
  Score: Raw -452446.259217 + Penalty 2733.628881 = -449712.630337
  nChanged 19
		SP:Iteration 26Q (14630.240000 sec): 3 clusters
  Score: Raw -452457.341347 + Penalty 2733.628881 = -449723.712466
  nChanged 22
		SP:Iteration 27Q (14630.420000 sec): 3 clusters
  Score: Raw -452465.727096 + Penalty 2733.628881 = -449732.098216
  nChanged 13
		SP:Iteration 28Q (14630.630000 sec): 3 clusters
  Score: Raw -452469.921828 + Penalty 2733.628881 = -449736.292947
  nChanged 8
		SP:Iteration 29Q (14630.810000 sec): 3 clusters
  Score: Raw -452472.509150 + Penalty 2733.628881 = -449738.880269
  nChanged 8
		SP:Iteration 30Q (14630.940000 sec): 3 clusters
  Score: Raw -452475.792907 + Penalty 2733.628881 = -449742.164026
  nChanged 5
		SP:Iteration 31Q (14631.160000 sec): 3 clusters
  Score: Raw -452478.507445 + Penalty 2733.628881 = -449744.878565
  nChanged 4
		SP:Iteration 32Q (14631.330000 sec): 3 clusters
  Score: Raw -452480.068146 + Penalty 2733.628881 = -449746.439266
  nChanged 1
		SP:Iteration 33Q (14631.490000 sec): 3 clusters
  Score: Raw -452480.118992 + Penalty 2733.628881 = -449746.490111
  nChanged 0
		SP:Iteration 34F (14631.670000 sec): 3 clusters
  Score: Raw -452480.118992 + Penalty 2733.628881 = -449746.490111
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 54 (5354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14631.810000 sec): 2 clusters
  Score: Raw -574313.919527 + Penalty 1395.159874 = -572918.759653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14631.990000 sec): 3 clusters
  Score: Raw -571543.622657 + Penalty 2790.319748 = -568753.302909
  nChanged 2205
		SP:Iteration 1F (14632.180000 sec): 3 clusters
  Score: Raw -572745.137189 + Penalty 2790.319748 = -569954.817441
  nChanged 352
		SP:Iteration 2F (14632.360000 sec): 3 clusters
  Score: Raw -572908.324890 + Penalty 2790.319748 = -570118.005142
  nChanged 246
		SP:Iteration 3Q (14632.530000 sec): 3 clusters
  Score: Raw -573021.971188 + Penalty 2790.319748 = -570231.651440
  nChanged 221
		SP:Iteration 4Q (14632.720000 sec): 3 clusters
  Score: Raw -573145.282529 + Penalty 2790.319748 = -570354.962781
  nChanged 200
		SP:Iteration 5Q (14632.940000 sec): 3 clusters
  Score: Raw -573263.692525 + Penalty 2790.319748 = -570473.372777
  nChanged 222
		SP:Iteration 6Q (14633.190000 sec): 3 clusters
  Score: Raw -573402.772772 + Penalty 2790.319748 = -570612.453024
  nChanged 218
		SP:Iteration 7Q (14633.400000 sec): 3 clusters
  Score: Raw -573535.856092 + Penalty 2790.319748 = -570745.536344
  nChanged 197
		SP:Iteration 8Q (14633.570000 sec): 3 clusters
  Score: Raw -573647.908087 + Penalty 2790.319748 = -570857.588339
  nChanged 200
		SP:Iteration 9Q (14633.830000 sec): 3 clusters
  Score: Raw -573758.417538 + Penalty 2790.319748 = -570968.097790
  nChanged 191
		SP:Iteration 10Q (14634.030000 sec): 3 clusters
  Score: Raw -573869.833480 + Penalty 2790.319748 = -571079.513732
  nChanged 170
		SP:Iteration 11Q (14634.210000 sec): 3 clusters
  Score: Raw -573969.047102 + Penalty 2790.319748 = -571178.727354
  nChanged 142
		SP:Iteration 12Q (14634.430000 sec): 3 clusters
  Score: Raw -574049.699495 + Penalty 2790.319748 = -571259.379747
  nChanged 134
		SP:Iteration 13Q (14634.690000 sec): 3 clusters
  Score: Raw -574139.005471 + Penalty 2790.319748 = -571348.685723
  nChanged 131
		SP:Iteration 14Q (14634.880000 sec): 3 clusters
  Score: Raw -574233.594253 + Penalty 2790.319748 = -571443.274505
  nChanged 103
		SP:Iteration 15Q (14635.120000 sec): 3 clusters
  Score: Raw -574301.644326 + Penalty 2790.319748 = -571511.324578
  nChanged 64
		SP:Iteration 16Q (14635.320000 sec): 3 clusters
  Score: Raw -574341.921581 + Penalty 2790.319748 = -571551.601833
  nChanged 52
		SP:Iteration 17Q (14635.550000 sec): 3 clusters
  Score: Raw -574377.131269 + Penalty 2790.319748 = -571586.811521
  nChanged 41
		SP:Iteration 18Q (14635.750000 sec): 3 clusters
  Score: Raw -574407.162388 + Penalty 2790.319748 = -571616.842640
  nChanged 37
		SP:Iteration 19Q (14636.000000 sec): 3 clusters
  Score: Raw -574435.431526 + Penalty 2790.319748 = -571645.111778
  nChanged 32
		SP:Iteration 20F (14636.170000 sec): 3 clusters
  Score: Raw -574457.493419 + Penalty 2790.319748 = -571667.173671
  nChanged 21
		SP:Iteration 21Q (14636.360000 sec): 3 clusters
  Score: Raw -574476.984649 + Penalty 2790.319748 = -571686.664902
  nChanged 23
		SP:Iteration 22Q (14636.560000 sec): 3 clusters
  Score: Raw -574494.868711 + Penalty 2790.319748 = -571704.548963
  nChanged 21
		SP:Iteration 23Q (14636.760000 sec): 3 clusters
  Score: Raw -574514.781150 + Penalty 2790.319748 = -571724.461402
  nChanged 14
		SP:Iteration 24Q (14636.960000 sec): 3 clusters
  Score: Raw -574526.159975 + Penalty 2790.319748 = -571735.840228
  nChanged 8
		SP:Iteration 25Q (14637.170000 sec): 3 clusters
  Score: Raw -574535.073276 + Penalty 2790.319748 = -571744.753528
  nChanged 8
		SP:Iteration 26Q (14637.360000 sec): 3 clusters
  Score: Raw -574541.561016 + Penalty 2790.319748 = -571751.241268
  nChanged 6
		SP:Iteration 27Q (14637.540000 sec): 3 clusters
  Score: Raw -574548.787871 + Penalty 2790.319748 = -571758.468123
  nChanged 7
		SP:Iteration 28Q (14637.750000 sec): 3 clusters
  Score: Raw -574553.712913 + Penalty 2790.319748 = -571763.393166
  nChanged 11
		SP:Iteration 29Q (14637.930000 sec): 3 clusters
  Score: Raw -574565.704031 + Penalty 2790.319748 = -571775.384283
  nChanged 4
		SP:Iteration 30Q (14638.110000 sec): 3 clusters
  Score: Raw -574569.906130 + Penalty 2790.319748 = -571779.586382
  nChanged 10
		SP:Iteration 31Q (14638.290000 sec): 3 clusters
  Score: Raw -574581.318378 + Penalty 2790.319748 = -571790.998630
  nChanged 7
		SP:Iteration 32Q (14638.500000 sec): 3 clusters
  Score: Raw -574589.148399 + Penalty 2790.319748 = -571798.828651
  nChanged 11
		SP:Iteration 33Q (14638.760000 sec): 3 clusters
  Score: Raw -574598.363874 + Penalty 2790.319748 = -571808.044126
  nChanged 5
		SP:Iteration 34Q (14638.950000 sec): 3 clusters
  Score: Raw -574603.558123 + Penalty 2790.319748 = -571813.238375
  nChanged 2
		SP:Iteration 35Q (14639.120000 sec): 3 clusters
  Score: Raw -574604.539176 + Penalty 2790.319748 = -571814.219428
  nChanged 0
		SP:Iteration 36F (14639.330000 sec): 3 clusters
  Score: Raw -574604.539176 + Penalty 2790.319748 = -571814.219428
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 55 (1810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14639.430000 sec): 2 clusters
  Score: Raw -167715.530181 + Penalty 1218.925845 = -166496.604336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14639.650000 sec): 3 clusters
  Score: Raw -166961.251156 + Penalty 2437.851690 = -164523.399466
  nChanged 618
		SP:Iteration 1F (14639.820000 sec): 3 clusters
  Score: Raw -167433.689107 + Penalty 2437.851690 = -164995.837417
  nChanged 168
		SP:Iteration 2F (14639.970000 sec): 3 clusters
  Score: Raw -167620.661852 + Penalty 2437.851690 = -165182.810162
  nChanged 128
		SP:Iteration 3F (14640.160000 sec): 3 clusters
  Score: Raw -167747.297398 + Penalty 2437.851690 = -165309.445708
  nChanged 89
		SP:Iteration 4Q (14640.360000 sec): 3 clusters
  Score: Raw -167854.574033 + Penalty 2437.851690 = -165416.722343
  nChanged 66
		SP:Iteration 5Q (14640.610000 sec): 3 clusters
  Score: Raw -167929.055455 + Penalty 2437.851690 = -165491.203765
  nChanged 61
		SP:Iteration 6Q (14640.740000 sec): 3 clusters
  Score: Raw -167994.310352 + Penalty 2437.851690 = -165556.458662
  nChanged 50
		SP:Iteration 7Q (14640.890000 sec): 3 clusters
  Score: Raw -168050.552605 + Penalty 2437.851690 = -165612.700915
  nChanged 47
		SP:Iteration 8Q (14641.020000 sec): 3 clusters
  Score: Raw -168107.713347 + Penalty 2437.851690 = -165669.861657
  nChanged 53
		SP:Iteration 9Q (14641.240000 sec): 3 clusters
  Score: Raw -168162.124378 + Penalty 2437.851690 = -165724.272687
  nChanged 48
		SP:Iteration 10Q (14641.410000 sec): 3 clusters
  Score: Raw -168198.657372 + Penalty 2437.851690 = -165760.805682
  nChanged 28
		SP:Iteration 11Q (14641.640000 sec): 3 clusters
  Score: Raw -168220.042430 + Penalty 2437.851690 = -165782.190739
  nChanged 23
		SP:Iteration 12Q (14641.850000 sec): 3 clusters
  Score: Raw -168235.781510 + Penalty 2437.851690 = -165797.929820
  nChanged 21
		SP:Iteration 13Q (14642.050000 sec): 3 clusters
  Score: Raw -168249.236872 + Penalty 2437.851690 = -165811.385182
  nChanged 11
		SP:Iteration 14Q (14642.190000 sec): 3 clusters
  Score: Raw -168256.111017 + Penalty 2437.851690 = -165818.259327
  nChanged 10
		SP:Iteration 15Q (14642.380000 sec): 3 clusters
  Score: Raw -168263.018464 + Penalty 2437.851690 = -165825.166774
  nChanged 17
		SP:Iteration 16Q (14642.560000 sec): 3 clusters
  Score: Raw -168271.586399 + Penalty 2437.851690 = -165833.734709
  nChanged 9
		SP:Iteration 17Q (14642.740000 sec): 3 clusters
  Score: Raw -168278.425649 + Penalty 2437.851690 = -165840.573959
  nChanged 17
		SP:Iteration 18Q (14642.890000 sec): 3 clusters
  Score: Raw -168291.030404 + Penalty 2437.851690 = -165853.178713
  nChanged 19
		SP:Iteration 19Q (14643.060000 sec): 3 clusters
  Score: Raw -168308.909809 + Penalty 2437.851690 = -165871.058119
  nChanged 14
		SP:Iteration 20F (14643.240000 sec): 3 clusters
  Score: Raw -168318.444241 + Penalty 2437.851690 = -165880.592551
  nChanged 12
		SP:Iteration 21Q (14643.410000 sec): 3 clusters
  Score: Raw -168325.482127 + Penalty 2437.851690 = -165887.630437
  nChanged 9
		SP:Iteration 22Q (14643.610000 sec): 3 clusters
  Score: Raw -168331.002269 + Penalty 2437.851690 = -165893.150579
  nChanged 12
		SP:Iteration 23Q (14643.790000 sec): 3 clusters
  Score: Raw -168338.926192 + Penalty 2437.851690 = -165901.074501
  nChanged 8
		SP:Iteration 24Q (14643.970000 sec): 3 clusters
  Score: Raw -168343.222825 + Penalty 2437.851690 = -165905.371135
  nChanged 8
		SP:Iteration 25Q (14644.180000 sec): 3 clusters
  Score: Raw -168345.999525 + Penalty 2437.851690 = -165908.147835
  nChanged 3
		SP:Iteration 26Q (14644.360000 sec): 3 clusters
  Score: Raw -168347.205860 + Penalty 2437.851690 = -165909.354170
  nChanged 2
		SP:Iteration 27Q (14644.550000 sec): 3 clusters
  Score: Raw -168347.765854 + Penalty 2437.851690 = -165909.914163
  nChanged 0
		SP:Iteration 28F (14644.760000 sec): 3 clusters
  Score: Raw -168347.765854 + Penalty 2437.851690 = -165909.914163
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 56 (2105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14644.870000 sec): 2 clusters
  Score: Raw -221129.207552 + Penalty 1243.461496 = -219885.746056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14645.100000 sec): 3 clusters
  Score: Raw -220231.035264 + Penalty 2486.922992 = -217744.112272
  nChanged 742
		SP:Iteration 1F (14645.300000 sec): 3 clusters
  Score: Raw -220654.367463 + Penalty 2486.922992 = -218167.444470
  nChanged 173
		SP:Iteration 2F (14645.470000 sec): 3 clusters
  Score: Raw -220810.394498 + Penalty 2486.922992 = -218323.471506
  nChanged 118
		SP:Iteration 3F (14645.670000 sec): 3 clusters
  Score: Raw -220887.916450 + Penalty 2486.922992 = -218400.993458
  nChanged 82
		SP:Iteration 4Q (14645.840000 sec): 3 clusters
  Score: Raw -220938.478802 + Penalty 2486.922992 = -218451.555809
  nChanged 61
		SP:Iteration 5Q (14646.040000 sec): 3 clusters
  Score: Raw -220978.530270 + Penalty 2486.922992 = -218491.607277
  nChanged 58
		SP:Iteration 6Q (14646.240000 sec): 3 clusters
  Score: Raw -221020.206882 + Penalty 2486.922992 = -218533.283890
  nChanged 54
		SP:Iteration 7Q (14646.430000 sec): 3 clusters
  Score: Raw -221058.580176 + Penalty 2486.922992 = -218571.657184
  nChanged 52
		SP:Iteration 8Q (14646.610000 sec): 3 clusters
  Score: Raw -221085.886555 + Penalty 2486.922992 = -218598.963563
  nChanged 49
		SP:Iteration 9Q (14646.780000 sec): 3 clusters
  Score: Raw -221110.431829 + Penalty 2486.922992 = -218623.508836
  nChanged 36
		SP:Iteration 10Q (14646.990000 sec): 3 clusters
  Score: Raw -221131.986443 + Penalty 2486.922992 = -218645.063450
  nChanged 40
		SP:Iteration 11Q (14647.180000 sec): 3 clusters
  Score: Raw -221154.283043 + Penalty 2486.922992 = -218667.360051
  nChanged 29
		SP:Iteration 12Q (14647.340000 sec): 3 clusters
  Score: Raw -221171.215609 + Penalty 2486.922992 = -218684.292616
  nChanged 30
		SP:Iteration 13Q (14647.570000 sec): 3 clusters
  Score: Raw -221190.665124 + Penalty 2486.922992 = -218703.742132
  nChanged 27
		SP:Iteration 14Q (14647.790000 sec): 3 clusters
  Score: Raw -221204.152731 + Penalty 2486.922992 = -218717.229739
  nChanged 22
		SP:Iteration 15Q (14647.960000 sec): 3 clusters
  Score: Raw -221219.629215 + Penalty 2486.922992 = -218732.706222
  nChanged 29
		SP:Iteration 16Q (14648.190000 sec): 3 clusters
  Score: Raw -221242.701559 + Penalty 2486.922992 = -218755.778567
  nChanged 30
		SP:Iteration 17Q (14648.400000 sec): 3 clusters
  Score: Raw -221263.240616 + Penalty 2486.922992 = -218776.317623
  nChanged 31
		SP:Iteration 18Q (14648.570000 sec): 3 clusters
  Score: Raw -221284.243579 + Penalty 2486.922992 = -218797.320587
  nChanged 23
		SP:Iteration 19Q (14648.770000 sec): 3 clusters
  Score: Raw -221296.796000 + Penalty 2486.922992 = -218809.873007
  nChanged 16
		SP:Iteration 20F (14648.930000 sec): 3 clusters
  Score: Raw -221308.089101 + Penalty 2486.922992 = -218821.166109
  nChanged 14
		SP:Iteration 21Q (14649.070000 sec): 3 clusters
  Score: Raw -221314.548916 + Penalty 2486.922992 = -218827.625924
  nChanged 13
		SP:Iteration 22Q (14649.250000 sec): 3 clusters
  Score: Raw -221323.021685 + Penalty 2486.922992 = -218836.098692
  nChanged 13
		SP:Iteration 23Q (14649.430000 sec): 3 clusters
  Score: Raw -221330.942871 + Penalty 2486.922992 = -218844.019879
  nChanged 15
		SP:Iteration 24Q (14649.650000 sec): 3 clusters
  Score: Raw -221343.382279 + Penalty 2486.922992 = -218856.459287
  nChanged 13
		SP:Iteration 25Q (14649.810000 sec): 3 clusters
  Score: Raw -221355.416705 + Penalty 2486.922992 = -218868.493713
  nChanged 14
		SP:Iteration 26Q (14650.010000 sec): 3 clusters
  Score: Raw -221363.393294 + Penalty 2486.922992 = -218876.470302
  nChanged 5
		SP:Iteration 27Q (14650.190000 sec): 3 clusters
  Score: Raw -221367.524886 + Penalty 2486.922992 = -218880.601893
  nChanged 12
		SP:Iteration 28Q (14650.350000 sec): 3 clusters
  Score: Raw -221374.311066 + Penalty 2486.922992 = -218887.388074
  nChanged 8
		SP:Iteration 29Q (14650.540000 sec): 3 clusters
  Score: Raw -221379.614613 + Penalty 2486.922992 = -218892.691621
  nChanged 10
		SP:Iteration 30Q (14650.770000 sec): 3 clusters
  Score: Raw -221385.565605 + Penalty 2486.922992 = -218898.642613
  nChanged 6
		SP:Iteration 31Q (14651.010000 sec): 3 clusters
  Score: Raw -221390.285763 + Penalty 2486.922992 = -218903.362771
  nChanged 7
		SP:Iteration 32Q (14651.180000 sec): 3 clusters
  Score: Raw -221394.124623 + Penalty 2486.922992 = -218907.201630
  nChanged 2
		SP:Iteration 33Q (14651.350000 sec): 3 clusters
  Score: Raw -221395.653161 + Penalty 2486.922992 = -218908.730169
  nChanged 4
		SP:Iteration 34Q (14651.520000 sec): 3 clusters
  Score: Raw -221398.561907 + Penalty 2486.922992 = -218911.638915
  nChanged 5
		SP:Iteration 35Q (14651.730000 sec): 3 clusters
  Score: Raw -221401.930459 + Penalty 2486.922992 = -218915.007467
  nChanged 5
		SP:Iteration 36Q (14651.870000 sec): 3 clusters
  Score: Raw -221404.632212 + Penalty 2486.922992 = -218917.709220
  nChanged 6
		SP:Iteration 37Q (14652.070000 sec): 3 clusters
  Score: Raw -221407.411316 + Penalty 2486.922992 = -218920.488324
  nChanged 4
		SP:Iteration 38Q (14652.230000 sec): 3 clusters
  Score: Raw -221411.073090 + Penalty 2486.922992 = -218924.150098
  nChanged 5
		SP:Iteration 39Q (14652.450000 sec): 3 clusters
  Score: Raw -221414.806673 + Penalty 2486.922992 = -218927.883681
  nChanged 3
		SP:Iteration 40F (14652.630000 sec): 3 clusters
  Score: Raw -221416.057010 + Penalty 2486.922992 = -218929.134018
  nChanged 5
		SP:Iteration 41Q (14652.790000 sec): 3 clusters
  Score: Raw -221419.969104 + Penalty 2486.922992 = -218933.046111
  nChanged 2
		SP:Iteration 42Q (14652.950000 sec): 3 clusters
  Score: Raw -221421.704633 + Penalty 2486.922992 = -218934.781641
  nChanged 3
		SP:Iteration 43Q (14653.150000 sec): 3 clusters
  Score: Raw -221424.372049 + Penalty 2486.922992 = -218937.449057
  nChanged 2
		SP:Iteration 44Q (14653.310000 sec): 3 clusters
  Score: Raw -221426.424436 + Penalty 2486.922992 = -218939.501444
  nChanged 0
		SP:Iteration 45F (14653.480000 sec): 3 clusters
  Score: Raw -221426.424436 + Penalty 2486.922992 = -218939.501444
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 57 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14653.570000 sec): 2 clusters
  Score: Raw -182627.541271 + Penalty 1226.469023 = -181401.072248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14653.760000 sec): 3 clusters
  Score: Raw -181836.835055 + Penalty 2452.938047 = -179383.897008
  nChanged 672
		SP:Iteration 1F (14653.910000 sec): 3 clusters
  Score: Raw -182249.608323 + Penalty 2452.938047 = -179796.670276
  nChanged 144
		SP:Iteration 2F (14654.050000 sec): 3 clusters
  Score: Raw -182350.951007 + Penalty 2452.938047 = -179898.012960
  nChanged 81
		SP:Iteration 3Q (14654.210000 sec): 3 clusters
  Score: Raw -182411.401277 + Penalty 2452.938047 = -179958.463230
  nChanged 63
		SP:Iteration 4Q (14654.350000 sec): 3 clusters
  Score: Raw -182456.697122 + Penalty 2452.938047 = -180003.759075
  nChanged 53
		SP:Iteration 5Q (14654.550000 sec): 3 clusters
  Score: Raw -182495.483338 + Penalty 2452.938047 = -180042.545291
  nChanged 52
		SP:Iteration 6Q (14654.770000 sec): 3 clusters
  Score: Raw -182534.957827 + Penalty 2452.938047 = -180082.019780
  nChanged 37
		SP:Iteration 7Q (14654.960000 sec): 3 clusters
  Score: Raw -182565.413110 + Penalty 2452.938047 = -180112.475063
  nChanged 40
		SP:Iteration 8Q (14655.140000 sec): 3 clusters
  Score: Raw -182592.904881 + Penalty 2452.938047 = -180139.966835
  nChanged 28
		SP:Iteration 9Q (14655.270000 sec): 3 clusters
  Score: Raw -182608.765591 + Penalty 2452.938047 = -180155.827544
  nChanged 26
		SP:Iteration 10Q (14655.480000 sec): 3 clusters
  Score: Raw -182624.042802 + Penalty 2452.938047 = -180171.104755
  nChanged 26
		SP:Iteration 11Q (14655.620000 sec): 3 clusters
  Score: Raw -182640.127884 + Penalty 2452.938047 = -180187.189837
  nChanged 20
		SP:Iteration 12Q (14655.800000 sec): 3 clusters
  Score: Raw -182651.063815 + Penalty 2452.938047 = -180198.125768
  nChanged 24
		SP:Iteration 13Q (14655.980000 sec): 3 clusters
  Score: Raw -182668.806442 + Penalty 2452.938047 = -180215.868395
  nChanged 27
		SP:Iteration 14Q (14656.150000 sec): 3 clusters
  Score: Raw -182689.159827 + Penalty 2452.938047 = -180236.221780
  nChanged 24
		SP:Iteration 15Q (14656.390000 sec): 3 clusters
  Score: Raw -182703.982241 + Penalty 2452.938047 = -180251.044194
  nChanged 24
		SP:Iteration 16Q (14656.530000 sec): 3 clusters
  Score: Raw -182720.281894 + Penalty 2452.938047 = -180267.343847
  nChanged 24
		SP:Iteration 17Q (14656.700000 sec): 3 clusters
  Score: Raw -182736.517714 + Penalty 2452.938047 = -180283.579667
  nChanged 20
		SP:Iteration 18Q (14656.880000 sec): 3 clusters
  Score: Raw -182748.101671 + Penalty 2452.938047 = -180295.163624
  nChanged 15
		SP:Iteration 19Q (14657.050000 sec): 3 clusters
  Score: Raw -182759.695044 + Penalty 2452.938047 = -180306.756997
  nChanged 17
		SP:Iteration 20F (14657.270000 sec): 3 clusters
  Score: Raw -182766.645836 + Penalty 2452.938047 = -180313.707790
  nChanged 9
		SP:Iteration 21Q (14657.410000 sec): 3 clusters
  Score: Raw -182770.878357 + Penalty 2452.938047 = -180317.940310
  nChanged 11
		SP:Iteration 22Q (14657.630000 sec): 3 clusters
  Score: Raw -182776.315575 + Penalty 2452.938047 = -180323.377529
  nChanged 8
		SP:Iteration 23Q (14657.800000 sec): 3 clusters
  Score: Raw -182779.871964 + Penalty 2452.938047 = -180326.933917
  nChanged 5
		SP:Iteration 24Q (14657.960000 sec): 3 clusters
  Score: Raw -182781.877010 + Penalty 2452.938047 = -180328.938963
  nChanged 4
		SP:Iteration 25Q (14658.150000 sec): 3 clusters
  Score: Raw -182783.243152 + Penalty 2452.938047 = -180330.305106
  nChanged 1
		SP:Iteration 26Q (14658.340000 sec): 3 clusters
  Score: Raw -182783.963483 + Penalty 2452.938047 = -180331.025436
  nChanged 4
		SP:Iteration 27Q (14658.530000 sec): 3 clusters
  Score: Raw -182785.407558 + Penalty 2452.938047 = -180332.469511
  nChanged 1
		SP:Iteration 28Q (14658.690000 sec): 3 clusters
  Score: Raw -182785.523565 + Penalty 2452.938047 = -180332.585518
  nChanged 0
		SP:Iteration 29F (14658.900000 sec): 3 clusters
  Score: Raw -182785.523565 + Penalty 2452.938047 = -180332.585518
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 58 (61195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14659.330000 sec): 2 clusters
  Score: Raw -6153728.934960 + Penalty 1791.045874 = -6151937.889086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14659.830000 sec): 3 clusters
  Score: Raw -6114505.219147 + Penalty 3582.091749 = -6110923.127398
  nChanged 29010
		SP:Iteration 1F (14660.300000 sec): 3 clusters
  Score: Raw -6131416.293185 + Penalty 3582.091749 = -6127834.201436
  nChanged 2709
		SP:Iteration 2Q (14660.860000 sec): 3 clusters
  Score: Raw -6132359.794432 + Penalty 3582.091749 = -6128777.702683
  nChanged 2753
		SP:Iteration 3Q (14661.300000 sec): 3 clusters
  Score: Raw -6133368.080230 + Penalty 3582.091749 = -6129785.988481
  nChanged 2785
		SP:Iteration 4Q (14661.800000 sec): 3 clusters
  Score: Raw -6134476.627568 + Penalty 3582.091749 = -6130894.535819
  nChanged 2920
		SP:Iteration 5Q (14662.280000 sec): 3 clusters
  Score: Raw -6135768.350171 + Penalty 3582.091749 = -6132186.258422
  nChanged 3191
		SP:Iteration 6F (14662.800000 sec): 3 clusters
  Score: Raw -6137360.296198 + Penalty 3582.091749 = -6133778.204449
  nChanged 3318
		SP:Iteration 7F (14663.300000 sec): 3 clusters
  Score: Raw -6139140.246972 + Penalty 3582.091749 = -6135558.155223
  nChanged 3391
		SP:Iteration 8F (14663.810000 sec): 3 clusters
  Score: Raw -6141146.432389 + Penalty 3582.091749 = -6137564.340640
  nChanged 3124
		SP:Iteration 9F (14664.320000 sec): 3 clusters
  Score: Raw -6143245.349717 + Penalty 3582.091749 = -6139663.257968
  nChanged 2705
		SP:Iteration 10Q (14664.850000 sec): 3 clusters
  Score: Raw -6145035.443932 + Penalty 3582.091749 = -6141453.352183
  nChanged 2185
		SP:Iteration 11Q (14665.280000 sec): 3 clusters
  Score: Raw -6146240.912475 + Penalty 3582.091749 = -6142658.820726
  nChanged 1631
		SP:Iteration 12Q (14665.760000 sec): 3 clusters
  Score: Raw -6146969.678064 + Penalty 3582.091749 = -6143387.586316
  nChanged 1301
		SP:Iteration 13Q (14666.380000 sec): 3 clusters
  Score: Raw -6147490.451002 + Penalty 3582.091749 = -6143908.359253
  nChanged 1206
		SP:Iteration 14Q (14666.870000 sec): 3 clusters
  Score: Raw -6147976.941613 + Penalty 3582.091749 = -6144394.849864
  nChanged 1211
		SP:Iteration 15Q (14667.390000 sec): 3 clusters
  Score: Raw -6148464.005813 + Penalty 3582.091749 = -6144881.914064
  nChanged 1126
		SP:Iteration 16Q (14667.850000 sec): 3 clusters
  Score: Raw -6148927.403249 + Penalty 3582.091749 = -6145345.311500
  nChanged 1067
		SP:Iteration 17Q (14668.340000 sec): 3 clusters
  Score: Raw -6149366.367385 + Penalty 3582.091749 = -6145784.275637
  nChanged 992
		SP:Iteration 18Q (14668.790000 sec): 3 clusters
  Score: Raw -6149792.072180 + Penalty 3582.091749 = -6146209.980431
  nChanged 956
		SP:Iteration 19Q (14669.350000 sec): 3 clusters
  Score: Raw -6150201.443947 + Penalty 3582.091749 = -6146619.352198
  nChanged 931
		SP:Iteration 20F (14669.840000 sec): 3 clusters
  Score: Raw -6150614.444127 + Penalty 3582.091749 = -6147032.352378
  nChanged 850
		SP:Iteration 21Q (14670.290000 sec): 3 clusters
  Score: Raw -6151000.310964 + Penalty 3582.091749 = -6147418.219215
  nChanged 755
		SP:Iteration 22Q (14670.750000 sec): 3 clusters
  Score: Raw -6151337.816247 + Penalty 3582.091749 = -6147755.724499
  nChanged 691
		SP:Iteration 23Q (14671.110000 sec): 3 clusters
  Score: Raw -6151626.758242 + Penalty 3582.091749 = -6148044.666493
  nChanged 580
		SP:Iteration 24Q (14671.590000 sec): 3 clusters
  Score: Raw -6151841.545853 + Penalty 3582.091749 = -6148259.454104
  nChanged 519
		SP:Iteration 25Q (14672.060000 sec): 3 clusters
  Score: Raw -6152036.683018 + Penalty 3582.091749 = -6148454.591269
  nChanged 469
		SP:Iteration 26Q (14672.490000 sec): 3 clusters
  Score: Raw -6152219.606611 + Penalty 3582.091749 = -6148637.514862
  nChanged 437
		SP:Iteration 27Q (14672.960000 sec): 3 clusters
  Score: Raw -6152380.754888 + Penalty 3582.091749 = -6148798.663139
  nChanged 374
		SP:Iteration 28Q (14673.410000 sec): 3 clusters
  Score: Raw -6152504.142200 + Penalty 3582.091749 = -6148922.050451
  nChanged 326
		SP:Iteration 29Q (14673.870000 sec): 3 clusters
  Score: Raw -6152605.598357 + Penalty 3582.091749 = -6149023.506608
  nChanged 307
		SP:Iteration 30Q (14674.300000 sec): 3 clusters
  Score: Raw -6152693.446090 + Penalty 3582.091749 = -6149111.354341
  nChanged 265
		SP:Iteration 31Q (14674.780000 sec): 3 clusters
  Score: Raw -6152768.584485 + Penalty 3582.091749 = -6149186.492736
  nChanged 244
		SP:Iteration 32Q (14675.200000 sec): 3 clusters
  Score: Raw -6152831.201756 + Penalty 3582.091749 = -6149249.110007
  nChanged 230
		SP:Iteration 33Q (14675.710000 sec): 3 clusters
  Score: Raw -6152886.210630 + Penalty 3582.091749 = -6149304.118881
  nChanged 189
		SP:Iteration 34Q (14676.170000 sec): 3 clusters
  Score: Raw -6152925.176075 + Penalty 3582.091749 = -6149343.084326
  nChanged 162
		SP:Iteration 35Q (14676.630000 sec): 3 clusters
  Score: Raw -6152957.655528 + Penalty 3582.091749 = -6149375.563779
  nChanged 156
		SP:Iteration 36Q (14677.070000 sec): 3 clusters
  Score: Raw -6152986.239676 + Penalty 3582.091749 = -6149404.147927
  nChanged 136
		SP:Iteration 37Q (14677.550000 sec): 3 clusters
  Score: Raw -6153010.556638 + Penalty 3582.091749 = -6149428.464889
  nChanged 129
		SP:Iteration 38Q (14677.990000 sec): 3 clusters
  Score: Raw -6153032.055324 + Penalty 3582.091749 = -6149449.963576
  nChanged 123
		SP:Iteration 39Q (14678.420000 sec): 3 clusters
  Score: Raw -6153055.327348 + Penalty 3582.091749 = -6149473.235599
  nChanged 127
		SP:Iteration 40F (14678.900000 sec): 3 clusters
  Score: Raw -6153079.233045 + Penalty 3582.091749 = -6149497.141296
  nChanged 124
		SP:Iteration 41Q (14679.350000 sec): 3 clusters
  Score: Raw -6153105.217007 + Penalty 3582.091749 = -6149523.125258
  nChanged 130
		SP:Iteration 42Q (14679.840000 sec): 3 clusters
  Score: Raw -6153129.440448 + Penalty 3582.091749 = -6149547.348699
  nChanged 132
		SP:Iteration 43Q (14680.300000 sec): 3 clusters
  Score: Raw -6153155.741177 + Penalty 3582.091749 = -6149573.649428
  nChanged 138
		SP:Iteration 44Q (14680.780000 sec): 3 clusters
  Score: Raw -6153184.908720 + Penalty 3582.091749 = -6149602.816972
  nChanged 129
		SP:Iteration 45Q (14681.220000 sec): 3 clusters
  Score: Raw -6153212.650042 + Penalty 3582.091749 = -6149630.558293
  nChanged 127
		SP:Iteration 46Q (14681.690000 sec): 3 clusters
  Score: Raw -6153236.222606 + Penalty 3582.091749 = -6149654.130857
  nChanged 117
		SP:Iteration 47Q (14682.090000 sec): 3 clusters
  Score: Raw -6153260.763494 + Penalty 3582.091749 = -6149678.671745
  nChanged 130
		SP:Iteration 48Q (14682.540000 sec): 3 clusters
  Score: Raw -6153286.215648 + Penalty 3582.091749 = -6149704.123900
  nChanged 139
		SP:Iteration 49Q (14683.020000 sec): 3 clusters
  Score: Raw -6153315.721271 + Penalty 3582.091749 = -6149733.629522
  nChanged 128
		SP:Iteration 50Q (14683.400000 sec): 3 clusters
  Score: Raw -6153348.035099 + Penalty 3582.091749 = -6149765.943350
  nChanged 129
		SP:Iteration 51Q (14683.850000 sec): 3 clusters
  Score: Raw -6153377.611720 + Penalty 3582.091749 = -6149795.519971
  nChanged 116
		SP:Iteration 52Q (14684.270000 sec): 3 clusters
  Score: Raw -6153407.902324 + Penalty 3582.091749 = -6149825.810575
  nChanged 116
		SP:Iteration 53Q (14684.690000 sec): 3 clusters
  Score: Raw -6153431.953431 + Penalty 3582.091749 = -6149849.861683
  nChanged 116
		SP:Iteration 54Q (14685.120000 sec): 3 clusters
  Score: Raw -6153457.838958 + Penalty 3582.091749 = -6149875.747209
  nChanged 115
		SP:Iteration 55Q (14685.510000 sec): 3 clusters
  Score: Raw -6153485.355244 + Penalty 3582.091749 = -6149903.263495
  nChanged 122
		SP:Iteration 56Q (14685.990000 sec): 3 clusters
  Score: Raw -6153520.263284 + Penalty 3582.091749 = -6149938.171535
  nChanged 135
		SP:Iteration 57Q (14686.440000 sec): 3 clusters
  Score: Raw -6153558.930521 + Penalty 3582.091749 = -6149976.838772
  nChanged 134
		SP:Iteration 58Q (14686.890000 sec): 3 clusters
  Score: Raw -6153598.302046 + Penalty 3582.091749 = -6150016.210297
  nChanged 138
		SP:Iteration 59Q (14687.320000 sec): 3 clusters
  Score: Raw -6153638.823304 + Penalty 3582.091749 = -6150056.731555
  nChanged 141
		SP:Iteration 60F (14687.760000 sec): 3 clusters
  Score: Raw -6153684.077024 + Penalty 3582.091749 = -6150101.985275
  nChanged 136
		SP:Iteration 61Q (14688.180000 sec): 3 clusters
  Score: Raw -6153730.313196 + Penalty 3582.091749 = -6150148.221448
  nChanged 157
		SP:Iteration 62Q (14688.600000 sec): 3 clusters
  Score: Raw -6153792.915137 + Penalty 3582.091749 = -6150210.823388
  nChanged 181
		SP:Iteration 63Q (14688.980000 sec): 3 clusters
  Score: Raw -6153875.153010 + Penalty 3582.091749 = -6150293.061261
  nChanged 198
		SP:Iteration 64Q (14689.420000 sec): 3 clusters
  Score: Raw -6153963.186382 + Penalty 3582.091749 = -6150381.094633
  nChanged 182
		SP:Iteration 65Q (14689.850000 sec): 3 clusters
  Score: Raw -6154040.127646 + Penalty 3582.091749 = -6150458.035897
  nChanged 151
		SP:Iteration 66Q (14690.320000 sec): 3 clusters
  Score: Raw -6154092.632297 + Penalty 3582.091749 = -6150510.540548
  nChanged 118
		SP:Iteration 67Q (14690.750000 sec): 3 clusters
  Score: Raw -6154134.808729 + Penalty 3582.091749 = -6150552.716980
  nChanged 108
		SP:Iteration 68Q (14691.160000 sec): 3 clusters
  Score: Raw -6154173.496124 + Penalty 3582.091749 = -6150591.404375
  nChanged 89
		SP:Iteration 69Q (14691.580000 sec): 3 clusters
  Score: Raw -6154202.088421 + Penalty 3582.091749 = -6150619.996672
  nChanged 81
		SP:Iteration 70Q (14692.020000 sec): 3 clusters
  Score: Raw -6154227.877804 + Penalty 3582.091749 = -6150645.786055
  nChanged 74
		SP:Iteration 71Q (14692.460000 sec): 3 clusters
  Score: Raw -6154252.336384 + Penalty 3582.091749 = -6150670.244635
  nChanged 75
		SP:Iteration 72Q (14692.870000 sec): 3 clusters
  Score: Raw -6154279.349009 + Penalty 3582.091749 = -6150697.257260
  nChanged 73
		SP:Iteration 73Q (14693.420000 sec): 3 clusters
  Score: Raw -6154306.652558 + Penalty 3582.091749 = -6150724.560809
  nChanged 76
		SP:Iteration 74Q (14693.940000 sec): 3 clusters
  Score: Raw -6154336.026558 + Penalty 3582.091749 = -6150753.934809
  nChanged 80
		SP:Iteration 75Q (14694.370000 sec): 3 clusters
  Score: Raw -6154366.506357 + Penalty 3582.091749 = -6150784.414608
  nChanged 73
		SP:Iteration 76Q (14694.810000 sec): 3 clusters
  Score: Raw -6154393.336011 + Penalty 3582.091749 = -6150811.244262
  nChanged 76
		SP:Iteration 77Q (14695.270000 sec): 3 clusters
  Score: Raw -6154423.590939 + Penalty 3582.091749 = -6150841.499190
  nChanged 65
		SP:Iteration 78Q (14695.730000 sec): 3 clusters
  Score: Raw -6154444.812983 + Penalty 3582.091749 = -6150862.721234
  nChanged 54
		SP:Iteration 79Q (14696.180000 sec): 3 clusters
  Score: Raw -6154460.984565 + Penalty 3582.091749 = -6150878.892816
  nChanged 45
		SP:Iteration 80F (14696.580000 sec): 3 clusters
  Score: Raw -6154475.671523 + Penalty 3582.091749 = -6150893.579774
  nChanged 40
		SP:Iteration 81Q (14696.980000 sec): 3 clusters
  Score: Raw -6154487.343863 + Penalty 3582.091749 = -6150905.252114
  nChanged 37
		SP:Iteration 82Q (14697.430000 sec): 3 clusters
  Score: Raw -6154499.346341 + Penalty 3582.091749 = -6150917.254592
  nChanged 34
		SP:Iteration 83Q (14697.850000 sec): 3 clusters
  Score: Raw -6154509.173681 + Penalty 3582.091749 = -6150927.081932
  nChanged 25
		SP:Iteration 84Q (14698.320000 sec): 3 clusters
  Score: Raw -6154517.185594 + Penalty 3582.091749 = -6150935.093845
  nChanged 26
		SP:Iteration 85Q (14698.730000 sec): 3 clusters
  Score: Raw -6154525.178995 + Penalty 3582.091749 = -6150943.087246
  nChanged 21
		SP:Iteration 86Q (14699.260000 sec): 3 clusters
  Score: Raw -6154530.844445 + Penalty 3582.091749 = -6150948.752696
  nChanged 10
		SP:Iteration 87Q (14699.670000 sec): 3 clusters
  Score: Raw -6154533.135469 + Penalty 3582.091749 = -6150951.043720
  nChanged 9
		SP:Iteration 88Q (14700.140000 sec): 3 clusters
  Score: Raw -6154535.263725 + Penalty 3582.091749 = -6150953.171976
  nChanged 10
		SP:Iteration 89Q (14700.610000 sec): 3 clusters
  Score: Raw -6154537.982662 + Penalty 3582.091749 = -6150955.890913
  nChanged 12
		SP:Iteration 90Q (14701.120000 sec): 3 clusters
  Score: Raw -6154541.337695 + Penalty 3582.091749 = -6150959.245947
  nChanged 12
		SP:Iteration 91Q (14701.600000 sec): 3 clusters
  Score: Raw -6154543.885352 + Penalty 3582.091749 = -6150961.793603
  nChanged 11
		SP:Iteration 92Q (14702.000000 sec): 3 clusters
  Score: Raw -6154545.981589 + Penalty 3582.091749 = -6150963.889840
  nChanged 11
		SP:Iteration 93Q (14702.540000 sec): 3 clusters
  Score: Raw -6154548.819088 + Penalty 3582.091749 = -6150966.727339
  nChanged 12
		SP:Iteration 94Q (14703.010000 sec): 3 clusters
  Score: Raw -6154551.578713 + Penalty 3582.091749 = -6150969.486964
  nChanged 13
		SP:Iteration 95Q (14703.490000 sec): 3 clusters
  Score: Raw -6154554.433776 + Penalty 3582.091749 = -6150972.342027
  nChanged 11
		SP:Iteration 96Q (14703.940000 sec): 3 clusters
  Score: Raw -6154556.510841 + Penalty 3582.091749 = -6150974.419092
  nChanged 6
		SP:Iteration 97Q (14704.440000 sec): 3 clusters
  Score: Raw -6154558.224882 + Penalty 3582.091749 = -6150976.133133
  nChanged 6
		SP:Iteration 98Q (14704.870000 sec): 3 clusters
  Score: Raw -6154559.865890 + Penalty 3582.091749 = -6150977.774142
  nChanged 10
		SP:Iteration 99Q (14705.320000 sec): 3 clusters
  Score: Raw -6154562.614012 + Penalty 3582.091749 = -6150980.522263
  nChanged 8
		SP:Iteration 100F (14705.770000 sec): 3 clusters
  Score: Raw -6154565.271491 + Penalty 3582.091749 = -6150983.179743
  nChanged 11
		SP:Iteration 101Q (14706.220000 sec): 3 clusters
  Score: Raw -6154568.564639 + Penalty 3582.091749 = -6150986.472890
  nChanged 8
		SP:Iteration 102Q (14706.700000 sec): 3 clusters
  Score: Raw -6154570.410814 + Penalty 3582.091749 = -6150988.319065
  nChanged 4
		SP:Iteration 103Q (14707.080000 sec): 3 clusters
  Score: Raw -6154571.260400 + Penalty 3582.091749 = -6150989.168651
  nChanged 0
		SP:Iteration 104F (14707.530000 sec): 3 clusters
  Score: Raw -6154571.260400 + Penalty 3582.091749 = -6150989.168651
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 59 (2248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14707.640000 sec): 2 clusters
  Score: Raw -205434.997793 + Penalty 1254.141884 = -204180.855909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14707.870000 sec): 3 clusters
  Score: Raw -204450.349618 + Penalty 2508.283769 = -201942.065850
  nChanged 803
		SP:Iteration 1F (14708.040000 sec): 3 clusters
  Score: Raw -204962.611872 + Penalty 2508.283769 = -202454.328104
  nChanged 193
		SP:Iteration 2F (14708.210000 sec): 3 clusters
  Score: Raw -205113.254180 + Penalty 2508.283769 = -202604.970412
  nChanged 126
		SP:Iteration 3F (14708.430000 sec): 3 clusters
  Score: Raw -205204.911284 + Penalty 2508.283769 = -202696.627516
  nChanged 98
		SP:Iteration 4Q (14708.580000 sec): 3 clusters
  Score: Raw -205284.994820 + Penalty 2508.283769 = -202776.711051
  nChanged 91
		SP:Iteration 5Q (14708.750000 sec): 3 clusters
  Score: Raw -205345.197859 + Penalty 2508.283769 = -202836.914090
  nChanged 71
		SP:Iteration 6Q (14708.930000 sec): 3 clusters
  Score: Raw -205393.993675 + Penalty 2508.283769 = -202885.709906
  nChanged 54
		SP:Iteration 7Q (14709.100000 sec): 3 clusters
  Score: Raw -205429.609691 + Penalty 2508.283769 = -202921.325923
  nChanged 42
		SP:Iteration 8Q (14709.310000 sec): 3 clusters
  Score: Raw -205454.127051 + Penalty 2508.283769 = -202945.843283
  nChanged 32
		SP:Iteration 9Q (14709.480000 sec): 3 clusters
  Score: Raw -205474.467706 + Penalty 2508.283769 = -202966.183937
  nChanged 32
		SP:Iteration 10Q (14709.640000 sec): 3 clusters
  Score: Raw -205489.918016 + Penalty 2508.283769 = -202981.634247
  nChanged 25
		SP:Iteration 11Q (14709.850000 sec): 3 clusters
  Score: Raw -205500.532642 + Penalty 2508.283769 = -202992.248873
  nChanged 29
		SP:Iteration 12Q (14710.020000 sec): 3 clusters
  Score: Raw -205516.211816 + Penalty 2508.283769 = -203007.928047
  nChanged 22
		SP:Iteration 13Q (14710.200000 sec): 3 clusters
  Score: Raw -205530.302859 + Penalty 2508.283769 = -203022.019090
  nChanged 25
		SP:Iteration 14Q (14710.380000 sec): 3 clusters
  Score: Raw -205543.141460 + Penalty 2508.283769 = -203034.857692
  nChanged 15
		SP:Iteration 15Q (14710.520000 sec): 3 clusters
  Score: Raw -205551.373618 + Penalty 2508.283769 = -203043.089849
  nChanged 20
		SP:Iteration 16Q (14710.710000 sec): 3 clusters
  Score: Raw -205564.119890 + Penalty 2508.283769 = -203055.836122
  nChanged 17
		SP:Iteration 17Q (14710.860000 sec): 3 clusters
  Score: Raw -205574.636808 + Penalty 2508.283769 = -203066.353040
  nChanged 16
		SP:Iteration 18Q (14711.070000 sec): 3 clusters
  Score: Raw -205585.648764 + Penalty 2508.283769 = -203077.364996
  nChanged 14
		SP:Iteration 19Q (14711.330000 sec): 3 clusters
  Score: Raw -205593.994963 + Penalty 2508.283769 = -203085.711194
  nChanged 22
		SP:Iteration 20F (14711.480000 sec): 3 clusters
  Score: Raw -205605.453697 + Penalty 2508.283769 = -203097.169929
  nChanged 16
		SP:Iteration 21Q (14711.710000 sec): 3 clusters
  Score: Raw -205617.829070 + Penalty 2508.283769 = -203109.545302
  nChanged 12
		SP:Iteration 22Q (14711.920000 sec): 3 clusters
  Score: Raw -205622.322778 + Penalty 2508.283769 = -203114.039010
  nChanged 11
		SP:Iteration 23Q (14712.050000 sec): 3 clusters
  Score: Raw -205629.248626 + Penalty 2508.283769 = -203120.964857
  nChanged 13
		SP:Iteration 24Q (14712.290000 sec): 3 clusters
  Score: Raw -205634.777279 + Penalty 2508.283769 = -203126.493511
  nChanged 16
		SP:Iteration 25Q (14712.470000 sec): 3 clusters
  Score: Raw -205642.667338 + Penalty 2508.283769 = -203134.383569
  nChanged 18
		SP:Iteration 26Q (14712.640000 sec): 3 clusters
  Score: Raw -205649.729570 + Penalty 2508.283769 = -203141.445801
  nChanged 13
		SP:Iteration 27Q (14712.850000 sec): 3 clusters
  Score: Raw -205656.708078 + Penalty 2508.283769 = -203148.424309
  nChanged 16
		SP:Iteration 28Q (14713.080000 sec): 3 clusters
  Score: Raw -205662.531995 + Penalty 2508.283769 = -203154.248226
  nChanged 12
		SP:Iteration 29Q (14713.290000 sec): 3 clusters
  Score: Raw -205669.177167 + Penalty 2508.283769 = -203160.893398
  nChanged 12
		SP:Iteration 30Q (14713.520000 sec): 3 clusters
  Score: Raw -205675.193861 + Penalty 2508.283769 = -203166.910092
  nChanged 11
		SP:Iteration 31Q (14713.680000 sec): 3 clusters
  Score: Raw -205681.233948 + Penalty 2508.283769 = -203172.950179
  nChanged 7
		SP:Iteration 32Q (14713.860000 sec): 3 clusters
  Score: Raw -205684.613912 + Penalty 2508.283769 = -203176.330143
  nChanged 7
		SP:Iteration 33Q (14714.040000 sec): 3 clusters
  Score: Raw -205686.860653 + Penalty 2508.283769 = -203178.576884
  nChanged 7
		SP:Iteration 34Q (14714.230000 sec): 3 clusters
  Score: Raw -205690.290949 + Penalty 2508.283769 = -203182.007180
  nChanged 5
		SP:Iteration 35Q (14714.420000 sec): 3 clusters
  Score: Raw -205693.041771 + Penalty 2508.283769 = -203184.758003
  nChanged 8
		SP:Iteration 36Q (14714.600000 sec): 3 clusters
  Score: Raw -205696.598118 + Penalty 2508.283769 = -203188.314349
  nChanged 10
		SP:Iteration 37Q (14714.780000 sec): 3 clusters
  Score: Raw -205702.667349 + Penalty 2508.283769 = -203194.383581
  nChanged 17
		SP:Iteration 38Q (14714.950000 sec): 3 clusters
  Score: Raw -205715.292298 + Penalty 2508.283769 = -203207.008530
  nChanged 19
		SP:Iteration 39Q (14715.100000 sec): 3 clusters
  Score: Raw -205728.732979 + Penalty 2508.283769 = -203220.449210
  nChanged 19
		SP:Iteration 40F (14715.270000 sec): 3 clusters
  Score: Raw -205741.113617 + Penalty 2508.283769 = -203232.829849
  nChanged 18
		SP:Iteration 41Q (14715.430000 sec): 3 clusters
  Score: Raw -205746.999598 + Penalty 2508.283769 = -203238.715829
  nChanged 6
		SP:Iteration 42Q (14715.620000 sec): 3 clusters
  Score: Raw -205749.888213 + Penalty 2508.283769 = -203241.604444
  nChanged 8
		SP:Iteration 43Q (14715.820000 sec): 3 clusters
  Score: Raw -205754.072018 + Penalty 2508.283769 = -203245.788249
  nChanged 8
		SP:Iteration 44Q (14716.030000 sec): 3 clusters
  Score: Raw -205757.981744 + Penalty 2508.283769 = -203249.697975
  nChanged 7
		SP:Iteration 45Q (14716.200000 sec): 3 clusters
  Score: Raw -205761.294631 + Penalty 2508.283769 = -203253.010863
  nChanged 9
		SP:Iteration 46Q (14716.400000 sec): 3 clusters
  Score: Raw -205764.037302 + Penalty 2508.283769 = -203255.753533
  nChanged 4
		SP:Iteration 47Q (14716.600000 sec): 3 clusters
  Score: Raw -205765.202272 + Penalty 2508.283769 = -203256.918503
  nChanged 4
		SP:Iteration 48Q (14716.780000 sec): 3 clusters
  Score: Raw -205766.218625 + Penalty 2508.283769 = -203257.934857
  nChanged 5
		SP:Iteration 49Q (14716.960000 sec): 3 clusters
  Score: Raw -205768.342694 + Penalty 2508.283769 = -203260.058925
  nChanged 3
		SP:Iteration 50Q (14717.170000 sec): 3 clusters
  Score: Raw -205770.813614 + Penalty 2508.283769 = -203262.529846
  nChanged 3
		SP:Iteration 51Q (14717.350000 sec): 3 clusters
  Score: Raw -205771.433758 + Penalty 2508.283769 = -203263.149990
  nChanged 0
		SP:Iteration 52F (14717.580000 sec): 3 clusters
  Score: Raw -205771.433758 + Penalty 2508.283769 = -203263.149990
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 60 (2073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14717.650000 sec): 2 clusters
  Score: Raw -211634.214188 + Penalty 1240.972218 = -210393.241970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14717.890000 sec): 3 clusters
  Score: Raw -210780.498175 + Penalty 2481.944437 = -208298.553739
  nChanged 715
		SP:Iteration 1F (14718.110000 sec): 3 clusters
  Score: Raw -211282.591167 + Penalty 2481.944437 = -208800.646730
  nChanged 171
		SP:Iteration 2F (14718.310000 sec): 3 clusters
  Score: Raw -211417.321314 + Penalty 2481.944437 = -208935.376877
  nChanged 103
		SP:Iteration 3Q (14718.550000 sec): 3 clusters
  Score: Raw -211492.466799 + Penalty 2481.944437 = -209010.522362
  nChanged 77
		SP:Iteration 4Q (14718.710000 sec): 3 clusters
  Score: Raw -211543.739821 + Penalty 2481.944437 = -209061.795384
  nChanged 50
		SP:Iteration 5Q (14718.890000 sec): 3 clusters
  Score: Raw -211578.624365 + Penalty 2481.944437 = -209096.679928
  nChanged 46
		SP:Iteration 6Q (14719.060000 sec): 3 clusters
  Score: Raw -211606.163305 + Penalty 2481.944437 = -209124.218869
  nChanged 31
		SP:Iteration 7Q (14719.220000 sec): 3 clusters
  Score: Raw -211629.458141 + Penalty 2481.944437 = -209147.513704
  nChanged 38
		SP:Iteration 8Q (14719.390000 sec): 3 clusters
  Score: Raw -211660.729123 + Penalty 2481.944437 = -209178.784686
  nChanged 36
		SP:Iteration 9Q (14719.650000 sec): 3 clusters
  Score: Raw -211687.741734 + Penalty 2481.944437 = -209205.797298
  nChanged 26
		SP:Iteration 10Q (14719.870000 sec): 3 clusters
  Score: Raw -211705.938244 + Penalty 2481.944437 = -209223.993808
  nChanged 25
		SP:Iteration 11Q (14720.090000 sec): 3 clusters
  Score: Raw -211721.219725 + Penalty 2481.944437 = -209239.275289
  nChanged 17
		SP:Iteration 12Q (14720.250000 sec): 3 clusters
  Score: Raw -211734.871938 + Penalty 2481.944437 = -209252.927502
  nChanged 13
		SP:Iteration 13Q (14720.450000 sec): 3 clusters
  Score: Raw -211742.694796 + Penalty 2481.944437 = -209260.750360
  nChanged 10
		SP:Iteration 14Q (14720.650000 sec): 3 clusters
  Score: Raw -211747.860993 + Penalty 2481.944437 = -209265.916556
  nChanged 12
		SP:Iteration 15Q (14720.850000 sec): 3 clusters
  Score: Raw -211754.011779 + Penalty 2481.944437 = -209272.067343
  nChanged 11
		SP:Iteration 16Q (14721.050000 sec): 3 clusters
  Score: Raw -211761.509602 + Penalty 2481.944437 = -209279.565165
  nChanged 11
		SP:Iteration 17Q (14721.250000 sec): 3 clusters
  Score: Raw -211768.616357 + Penalty 2481.944437 = -209286.671921
  nChanged 13
		SP:Iteration 18Q (14721.430000 sec): 3 clusters
  Score: Raw -211777.002233 + Penalty 2481.944437 = -209295.057797
  nChanged 14
		SP:Iteration 19Q (14721.630000 sec): 3 clusters
  Score: Raw -211784.711153 + Penalty 2481.944437 = -209302.766716
  nChanged 10
		SP:Iteration 20F (14721.890000 sec): 3 clusters
  Score: Raw -211789.204762 + Penalty 2481.944437 = -209307.260325
  nChanged 8
		SP:Iteration 21Q (14722.050000 sec): 3 clusters
  Score: Raw -211793.706493 + Penalty 2481.944437 = -209311.762056
  nChanged 6
		SP:Iteration 22Q (14722.240000 sec): 3 clusters
  Score: Raw -211796.254347 + Penalty 2481.944437 = -209314.309910
  nChanged 8
		SP:Iteration 23Q (14722.440000 sec): 3 clusters
  Score: Raw -211800.927700 + Penalty 2481.944437 = -209318.983264
  nChanged 5
		SP:Iteration 24Q (14722.610000 sec): 3 clusters
  Score: Raw -211803.732101 + Penalty 2481.944437 = -209321.787664
  nChanged 10
		SP:Iteration 25Q (14722.860000 sec): 3 clusters
  Score: Raw -211808.482620 + Penalty 2481.944437 = -209326.538183
  nChanged 10
		SP:Iteration 26Q (14723.030000 sec): 3 clusters
  Score: Raw -211814.966692 + Penalty 2481.944437 = -209333.022255
  nChanged 5
		SP:Iteration 27Q (14723.240000 sec): 3 clusters
  Score: Raw -211817.230440 + Penalty 2481.944437 = -209335.286004
  nChanged 3
		SP:Iteration 28Q (14723.430000 sec): 3 clusters
  Score: Raw -211818.646709 + Penalty 2481.944437 = -209336.702272
  nChanged 2
		SP:Iteration 29Q (14723.590000 sec): 3 clusters
  Score: Raw -211819.237045 + Penalty 2481.944437 = -209337.292608
  nChanged 5
		SP:Iteration 30Q (14723.720000 sec): 3 clusters
  Score: Raw -211822.246141 + Penalty 2481.944437 = -209340.301705
  nChanged 5
		SP:Iteration 31Q (14723.880000 sec): 3 clusters
  Score: Raw -211824.050453 + Penalty 2481.944437 = -209342.106016
  nChanged 2
		SP:Iteration 32Q (14724.100000 sec): 3 clusters
  Score: Raw -211825.542755 + Penalty 2481.944437 = -209343.598318
  nChanged 3
		SP:Iteration 33Q (14724.230000 sec): 3 clusters
  Score: Raw -211826.816031 + Penalty 2481.944437 = -209344.871594
  nChanged 3
		SP:Iteration 34Q (14724.420000 sec): 3 clusters
  Score: Raw -211827.556563 + Penalty 2481.944437 = -209345.612127
  nChanged 2
		SP:Iteration 35Q (14724.610000 sec): 3 clusters
  Score: Raw -211828.324232 + Penalty 2481.944437 = -209346.379796
  nChanged 3
		SP:Iteration 36Q (14724.760000 sec): 3 clusters
  Score: Raw -211829.368395 + Penalty 2481.944437 = -209347.423958
  nChanged 4
		SP:Iteration 37Q (14724.960000 sec): 3 clusters
  Score: Raw -211830.720552 + Penalty 2481.944437 = -209348.776115
  nChanged 2
		SP:Iteration 38Q (14725.170000 sec): 3 clusters
  Score: Raw -211831.750197 + Penalty 2481.944437 = -209349.805760
  nChanged 1
		SP:Iteration 39Q (14725.350000 sec): 3 clusters
  Score: Raw -211832.691958 + Penalty 2481.944437 = -209350.747522
  nChanged 3
		SP:Iteration 40F (14725.560000 sec): 3 clusters
  Score: Raw -211834.492297 + Penalty 2481.944437 = -209352.547861
  nChanged 2
		SP:Iteration 41Q (14725.750000 sec): 3 clusters
  Score: Raw -211835.667791 + Penalty 2481.944437 = -209353.723354
  nChanged 4
		SP:Iteration 42Q (14725.890000 sec): 3 clusters
  Score: Raw -211836.586047 + Penalty 2481.944437 = -209354.641610
  nChanged 2
		SP:Iteration 43Q (14726.090000 sec): 3 clusters
  Score: Raw -211837.093182 + Penalty 2481.944437 = -209355.148745
  nChanged 0
		SP:Iteration 44F (14726.280000 sec): 3 clusters
  Score: Raw -211837.093182 + Penalty 2481.944437 = -209355.148745
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 61 (1345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14726.400000 sec): 2 clusters
  Score: Raw -115108.156443 + Penalty 1170.674260 = -113937.482183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14726.540000 sec): 3 clusters
  Score: Raw -114597.667288 + Penalty 2341.348520 = -112256.318768
  nChanged 476
		SP:Iteration 1F (14726.770000 sec): 3 clusters
  Score: Raw -115122.874565 + Penalty 2341.348520 = -112781.526045
  nChanged 132
		SP:Iteration 2F (14726.950000 sec): 3 clusters
  Score: Raw -115296.044000 + Penalty 2341.348520 = -112954.695480
  nChanged 77
		SP:Iteration 3F (14727.140000 sec): 3 clusters
  Score: Raw -115389.123662 + Penalty 2341.348520 = -113047.775142
  nChanged 56
		SP:Iteration 4Q (14727.330000 sec): 3 clusters
  Score: Raw -115441.595678 + Penalty 2341.348520 = -113100.247158
  nChanged 31
		SP:Iteration 5Q (14727.540000 sec): 3 clusters
  Score: Raw -115472.286065 + Penalty 2341.348520 = -113130.937545
  nChanged 19
		SP:Iteration 6Q (14727.720000 sec): 3 clusters
  Score: Raw -115483.100054 + Penalty 2341.348520 = -113141.751534
  nChanged 10
		SP:Iteration 7Q (14727.900000 sec): 3 clusters
  Score: Raw -115490.255533 + Penalty 2341.348520 = -113148.907013
  nChanged 5
		SP:Iteration 8Q (14728.120000 sec): 3 clusters
  Score: Raw -115494.090154 + Penalty 2341.348520 = -113152.741634
  nChanged 5
		SP:Iteration 9Q (14728.270000 sec): 3 clusters
  Score: Raw -115498.740017 + Penalty 2341.348520 = -113157.391497
  nChanged 6
		SP:Iteration 10Q (14728.470000 sec): 3 clusters
  Score: Raw -115502.994859 + Penalty 2341.348520 = -113161.646340
  nChanged 5
		SP:Iteration 11Q (14728.700000 sec): 3 clusters
  Score: Raw -115505.894103 + Penalty 2341.348520 = -113164.545583
  nChanged 6
		SP:Iteration 12Q (14728.870000 sec): 3 clusters
  Score: Raw -115511.000779 + Penalty 2341.348520 = -113169.652259
  nChanged 10
		SP:Iteration 13Q (14729.080000 sec): 3 clusters
  Score: Raw -115518.730045 + Penalty 2341.348520 = -113177.381525
  nChanged 13
		SP:Iteration 14Q (14729.250000 sec): 3 clusters
  Score: Raw -115530.581091 + Penalty 2341.348520 = -113189.232571
  nChanged 5
		SP:Iteration 15Q (14729.420000 sec): 3 clusters
  Score: Raw -115534.164577 + Penalty 2341.348520 = -113192.816057
  nChanged 4
		SP:Iteration 16Q (14729.660000 sec): 3 clusters
  Score: Raw -115537.025561 + Penalty 2341.348520 = -113195.677041
  nChanged 5
		SP:Iteration 17Q (14729.830000 sec): 3 clusters
  Score: Raw -115539.565044 + Penalty 2341.348520 = -113198.216524
  nChanged 3
		SP:Iteration 18Q (14730.050000 sec): 3 clusters
  Score: Raw -115543.382933 + Penalty 2341.348520 = -113202.034413
  nChanged 7
		SP:Iteration 19Q (14730.250000 sec): 3 clusters
  Score: Raw -115546.725143 + Penalty 2341.348520 = -113205.376623
  nChanged 2
		SP:Iteration 20F (14730.460000 sec): 3 clusters
  Score: Raw -115548.428706 + Penalty 2341.348520 = -113207.080186
  nChanged 1
		SP:Iteration 21Q (14730.610000 sec): 3 clusters
  Score: Raw -115548.898232 + Penalty 2341.348520 = -113207.549712
  nChanged 1
		SP:Iteration 22Q (14730.840000 sec): 3 clusters
  Score: Raw -115549.312112 + Penalty 2341.348520 = -113207.963593
  nChanged 1
		SP:Iteration 23Q (14731.050000 sec): 3 clusters
  Score: Raw -115549.613587 + Penalty 2341.348520 = -113208.265067
  nChanged 1
		SP:Iteration 24Q (14731.260000 sec): 3 clusters
  Score: Raw -115550.228578 + Penalty 2341.348520 = -113208.880058
  nChanged 1
		SP:Iteration 25Q (14731.450000 sec): 3 clusters
  Score: Raw -115550.757853 + Penalty 2341.348520 = -113209.409333
  nChanged 0
		SP:Iteration 26F (14731.660000 sec): 3 clusters
  Score: Raw -115550.757853 + Penalty 2341.348520 = -113209.409333
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 62 (5198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14731.840000 sec): 2 clusters
  Score: Raw -489580.829266 + Penalty 1390.354747 = -488190.474519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14732.030000 sec): 3 clusters
  Score: Raw -486969.770717 + Penalty 2780.709495 = -484189.061222
  nChanged 2116
		SP:Iteration 1F (14732.260000 sec): 3 clusters
  Score: Raw -488169.879015 + Penalty 2780.709495 = -485389.169520
  nChanged 371
		SP:Iteration 2F (14732.440000 sec): 3 clusters
  Score: Raw -488359.740314 + Penalty 2780.709495 = -485579.030820
  nChanged 242
		SP:Iteration 3Q (14732.650000 sec): 3 clusters
  Score: Raw -488479.204573 + Penalty 2780.709495 = -485698.495078
  nChanged 206
		SP:Iteration 4Q (14732.860000 sec): 3 clusters
  Score: Raw -488578.724728 + Penalty 2780.709495 = -485798.015233
  nChanged 174
		SP:Iteration 5Q (14733.020000 sec): 3 clusters
  Score: Raw -488657.412597 + Penalty 2780.709495 = -485876.703102
  nChanged 149
		SP:Iteration 6Q (14733.200000 sec): 3 clusters
  Score: Raw -488726.668044 + Penalty 2780.709495 = -485945.958549
  nChanged 152
		SP:Iteration 7Q (14733.450000 sec): 3 clusters
  Score: Raw -488793.467939 + Penalty 2780.709495 = -486012.758444
  nChanged 113
		SP:Iteration 8Q (14733.630000 sec): 3 clusters
  Score: Raw -488845.940327 + Penalty 2780.709495 = -486065.230832
  nChanged 119
		SP:Iteration 9Q (14733.820000 sec): 3 clusters
  Score: Raw -488899.907040 + Penalty 2780.709495 = -486119.197545
  nChanged 100
		SP:Iteration 10Q (14733.980000 sec): 3 clusters
  Score: Raw -488941.094029 + Penalty 2780.709495 = -486160.384535
  nChanged 110
		SP:Iteration 11Q (14734.170000 sec): 3 clusters
  Score: Raw -488981.632418 + Penalty 2780.709495 = -486200.922923
  nChanged 82
		SP:Iteration 12Q (14734.330000 sec): 3 clusters
  Score: Raw -489012.048336 + Penalty 2780.709495 = -486231.338841
  nChanged 77
		SP:Iteration 13Q (14734.570000 sec): 3 clusters
  Score: Raw -489043.976607 + Penalty 2780.709495 = -486263.267112
  nChanged 56
		SP:Iteration 14Q (14734.750000 sec): 3 clusters
  Score: Raw -489066.397340 + Penalty 2780.709495 = -486285.687845
  nChanged 53
		SP:Iteration 15Q (14734.950000 sec): 3 clusters
  Score: Raw -489086.187143 + Penalty 2780.709495 = -486305.477648
  nChanged 60
		SP:Iteration 16Q (14735.140000 sec): 3 clusters
  Score: Raw -489110.875235 + Penalty 2780.709495 = -486330.165740
  nChanged 60
		SP:Iteration 17Q (14735.350000 sec): 3 clusters
  Score: Raw -489133.676997 + Penalty 2780.709495 = -486352.967502
  nChanged 69
		SP:Iteration 18Q (14735.540000 sec): 3 clusters
  Score: Raw -489160.620022 + Penalty 2780.709495 = -486379.910527
  nChanged 57
		SP:Iteration 19Q (14735.740000 sec): 3 clusters
  Score: Raw -489179.185669 + Penalty 2780.709495 = -486398.476174
  nChanged 47
		SP:Iteration 20F (14735.940000 sec): 3 clusters
  Score: Raw -489194.141140 + Penalty 2780.709495 = -486413.431645
  nChanged 45
		SP:Iteration 21Q (14736.140000 sec): 3 clusters
  Score: Raw -489211.745879 + Penalty 2780.709495 = -486431.036384
  nChanged 49
		SP:Iteration 22Q (14736.320000 sec): 3 clusters
  Score: Raw -489228.803086 + Penalty 2780.709495 = -486448.093591
  nChanged 51
		SP:Iteration 23Q (14736.570000 sec): 3 clusters
  Score: Raw -489243.737419 + Penalty 2780.709495 = -486463.027924
  nChanged 31
		SP:Iteration 24Q (14736.780000 sec): 3 clusters
  Score: Raw -489249.978924 + Penalty 2780.709495 = -486469.269429
  nChanged 22
		SP:Iteration 25Q (14737.000000 sec): 3 clusters
  Score: Raw -489253.956180 + Penalty 2780.709495 = -486473.246686
  nChanged 5
		SP:Iteration 26Q (14737.220000 sec): 3 clusters
  Score: Raw -489255.965821 + Penalty 2780.709495 = -486475.256326
  nChanged 11
		SP:Iteration 27Q (14737.370000 sec): 3 clusters
  Score: Raw -489258.052629 + Penalty 2780.709495 = -486477.343134
  nChanged 9
		SP:Iteration 28Q (14737.560000 sec): 3 clusters
  Score: Raw -489259.798538 + Penalty 2780.709495 = -486479.089043
  nChanged 6
		SP:Iteration 29Q (14737.820000 sec): 3 clusters
  Score: Raw -489260.648527 + Penalty 2780.709495 = -486479.939032
  nChanged 5
		SP:Iteration 30Q (14738.010000 sec): 3 clusters
  Score: Raw -489261.568582 + Penalty 2780.709495 = -486480.859087
  nChanged 6
		SP:Iteration 31Q (14738.190000 sec): 3 clusters
  Score: Raw -489262.308807 + Penalty 2780.709495 = -486481.599312
  nChanged 2
		SP:Iteration 32Q (14738.430000 sec): 3 clusters
  Score: Raw -489262.555402 + Penalty 2780.709495 = -486481.845907
  nChanged 0
		SP:Iteration 33F (14738.670000 sec): 3 clusters
  Score: Raw -489262.555402 + Penalty 2780.709495 = -486481.845907
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 63 (105959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14739.210000 sec): 2 clusters
  Score: Raw -11083571.890566 + Penalty 1880.256220 = -11081691.634346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14739.960000 sec): 3 clusters
  Score: Raw -11014453.783469 + Penalty 3760.512439 = -11010693.271029
  nChanged 50673
		SP:Iteration 1F (14740.660000 sec): 3 clusters
  Score: Raw -11044305.827504 + Penalty 3760.512439 = -11040545.315064
  nChanged 3569
		SP:Iteration 2Q (14741.370000 sec): 3 clusters
  Score: Raw -11045196.064835 + Penalty 3760.512439 = -11041435.552396
  nChanged 3694
		SP:Iteration 3Q (14742.140000 sec): 3 clusters
  Score: Raw -11046196.887191 + Penalty 3760.512439 = -11042436.374751
  nChanged 3919
		SP:Iteration 4Q (14742.890000 sec): 3 clusters
  Score: Raw -11047381.510637 + Penalty 3760.512439 = -11043620.998197
  nChanged 4157
		SP:Iteration 5Q (14743.680000 sec): 3 clusters
  Score: Raw -11048853.853398 + Penalty 3760.512439 = -11045093.340959
  nChanged 4521
		SP:Iteration 6Q (14744.480000 sec): 3 clusters
  Score: Raw -11050739.325159 + Penalty 3760.512439 = -11046978.812720
  nChanged 4935
		SP:Iteration 7Q (14745.190000 sec): 3 clusters
  Score: Raw -11053154.784962 + Penalty 3760.512439 = -11049394.272523
  nChanged 5355
		SP:Iteration 8F (14745.900000 sec): 3 clusters
  Score: Raw -11056088.277089 + Penalty 3760.512439 = -11052327.764650
  nChanged 5661
		SP:Iteration 9F (14746.570000 sec): 3 clusters
  Score: Raw -11059326.988551 + Penalty 3760.512439 = -11055566.476111
  nChanged 5588
		SP:Iteration 10F (14747.230000 sec): 3 clusters
  Score: Raw -11062434.041218 + Penalty 3760.512439 = -11058673.528779
  nChanged 5053
		SP:Iteration 11Q (14747.890000 sec): 3 clusters
  Score: Raw -11064896.835828 + Penalty 3760.512439 = -11061136.323388
  nChanged 3960
		SP:Iteration 12Q (14748.640000 sec): 3 clusters
  Score: Raw -11066410.921720 + Penalty 3760.512439 = -11062650.409281
  nChanged 2925
		SP:Iteration 13Q (14749.350000 sec): 3 clusters
  Score: Raw -11067259.595659 + Penalty 3760.512439 = -11063499.083219
  nChanged 2111
		SP:Iteration 14Q (14750.040000 sec): 3 clusters
  Score: Raw -11067789.273296 + Penalty 3760.512439 = -11064028.760857
  nChanged 1779
		SP:Iteration 15Q (14750.720000 sec): 3 clusters
  Score: Raw -11068248.188631 + Penalty 3760.512439 = -11064487.676191
  nChanged 1746
		SP:Iteration 16Q (14751.470000 sec): 3 clusters
  Score: Raw -11068731.469248 + Penalty 3760.512439 = -11064970.956809
  nChanged 1836
		SP:Iteration 17Q (14752.130000 sec): 3 clusters
  Score: Raw -11069260.524982 + Penalty 3760.512439 = -11065500.012542
  nChanged 1861
		SP:Iteration 18Q (14752.780000 sec): 3 clusters
  Score: Raw -11069816.200849 + Penalty 3760.512439 = -11066055.688409
  nChanged 1869
		SP:Iteration 19Q (14753.420000 sec): 3 clusters
  Score: Raw -11070432.936634 + Penalty 3760.512439 = -11066672.424194
  nChanged 2068
		SP:Iteration 20F (14754.120000 sec): 3 clusters
  Score: Raw -11071200.454384 + Penalty 3760.512439 = -11067439.941944
  nChanged 2196
		SP:Iteration 21Q (14754.920000 sec): 3 clusters
  Score: Raw -11072099.289103 + Penalty 3760.512439 = -11068338.776663
  nChanged 2296
		SP:Iteration 22Q (14755.670000 sec): 3 clusters
  Score: Raw -11073136.178380 + Penalty 3760.512439 = -11069375.665941
  nChanged 2273
		SP:Iteration 23Q (14756.430000 sec): 3 clusters
  Score: Raw -11074239.482196 + Penalty 3760.512439 = -11070478.969756
  nChanged 2312
		SP:Iteration 24Q (14757.190000 sec): 3 clusters
  Score: Raw -11075434.614868 + Penalty 3760.512439 = -11071674.102428
  nChanged 2179
		SP:Iteration 25Q (14757.910000 sec): 3 clusters
  Score: Raw -11076619.252114 + Penalty 3760.512439 = -11072858.739675
  nChanged 2034
		SP:Iteration 26Q (14758.620000 sec): 3 clusters
  Score: Raw -11077780.751300 + Penalty 3760.512439 = -11074020.238861
  nChanged 1825
		SP:Iteration 27Q (14759.240000 sec): 3 clusters
  Score: Raw -11078873.519469 + Penalty 3760.512439 = -11075113.007030
  nChanged 1642
		SP:Iteration 28Q (14759.870000 sec): 3 clusters
  Score: Raw -11079907.336046 + Penalty 3760.512439 = -11076146.823607
  nChanged 1422
		SP:Iteration 29Q (14760.580000 sec): 3 clusters
  Score: Raw -11080837.019814 + Penalty 3760.512439 = -11077076.507374
  nChanged 1201
		SP:Iteration 30Q (14761.300000 sec): 3 clusters
  Score: Raw -11081658.621919 + Penalty 3760.512439 = -11077898.109479
  nChanged 948
		SP:Iteration 31Q (14761.930000 sec): 3 clusters
  Score: Raw -11082285.920018 + Penalty 3760.512439 = -11078525.407578
  nChanged 694
		SP:Iteration 32Q (14762.490000 sec): 3 clusters
  Score: Raw -11082739.311839 + Penalty 3760.512439 = -11078978.799400
  nChanged 487
		SP:Iteration 33Q (14763.090000 sec): 3 clusters
  Score: Raw -11083044.158664 + Penalty 3760.512439 = -11079283.646225
  nChanged 349
		SP:Iteration 34Q (14763.710000 sec): 3 clusters
  Score: Raw -11083266.837993 + Penalty 3760.512439 = -11079506.325553
  nChanged 237
		SP:Iteration 35Q (14764.320000 sec): 3 clusters
  Score: Raw -11083419.957622 + Penalty 3760.512439 = -11079659.445183
  nChanged 167
		SP:Iteration 36Q (14764.920000 sec): 3 clusters
  Score: Raw -11083531.261976 + Penalty 3760.512439 = -11079770.749537
  nChanged 112
		SP:Iteration 37Q (14765.570000 sec): 3 clusters
  Score: Raw -11083607.210683 + Penalty 3760.512439 = -11079846.698244
  nChanged 72
		SP:Iteration 38Q (14766.220000 sec): 3 clusters
  Score: Raw -11083654.256022 + Penalty 3760.512439 = -11079893.743583
  nChanged 38
		SP:Iteration 39Q (14766.850000 sec): 3 clusters
  Score: Raw -11083679.756994 + Penalty 3760.512439 = -11079919.244555
  nChanged 38
		SP:Iteration 40F (14767.560000 sec): 3 clusters
  Score: Raw -11083705.985084 + Penalty 3760.512439 = -11079945.472645
  nChanged 29
		SP:Iteration 41Q (14768.190000 sec): 3 clusters
  Score: Raw -11083724.440630 + Penalty 3760.512439 = -11079963.928190
  nChanged 19
		SP:Iteration 42Q (14768.840000 sec): 3 clusters
  Score: Raw -11083737.409099 + Penalty 3760.512439 = -11079976.896660
  nChanged 10
		SP:Iteration 43Q (14769.470000 sec): 3 clusters
  Score: Raw -11083744.520469 + Penalty 3760.512439 = -11079984.008030
  nChanged 8
		SP:Iteration 44Q (14770.110000 sec): 3 clusters
  Score: Raw -11083748.448837 + Penalty 3760.512439 = -11079987.936397
  nChanged 8
		SP:Iteration 45Q (14770.770000 sec): 3 clusters
  Score: Raw -11083751.725332 + Penalty 3760.512439 = -11079991.212893
  nChanged 5
		SP:Iteration 46Q (14771.460000 sec): 3 clusters
  Score: Raw -11083755.017460 + Penalty 3760.512439 = -11079994.505020
  nChanged 7
		SP:Iteration 47Q (14772.180000 sec): 3 clusters
  Score: Raw -11083759.393356 + Penalty 3760.512439 = -11079998.880917
  nChanged 8
		SP:Iteration 48Q (14772.800000 sec): 3 clusters
  Score: Raw -11083766.394815 + Penalty 3760.512439 = -11080005.882376
  nChanged 8
		SP:Iteration 49Q (14773.410000 sec): 3 clusters
  Score: Raw -11083771.865570 + Penalty 3760.512439 = -11080011.353131
  nChanged 5
		SP:Iteration 50Q (14774.020000 sec): 3 clusters
  Score: Raw -11083775.095796 + Penalty 3760.512439 = -11080014.583357
  nChanged 5
		SP:Iteration 51Q (14774.610000 sec): 3 clusters
  Score: Raw -11083778.391317 + Penalty 3760.512439 = -11080017.878878
  nChanged 6
		SP:Iteration 52Q (14775.210000 sec): 3 clusters
  Score: Raw -11083781.682944 + Penalty 3760.512439 = -11080021.170504
  nChanged 3
		SP:Iteration 53Q (14775.790000 sec): 3 clusters
  Score: Raw -11083783.016091 + Penalty 3760.512439 = -11080022.503652
  nChanged 1
		SP:Iteration 54Q (14776.370000 sec): 3 clusters
  Score: Raw -11083783.356261 + Penalty 3760.512439 = -11080022.843821
  nChanged 1
		SP:Iteration 55Q (14776.950000 sec): 3 clusters
  Score: Raw -11083783.586139 + Penalty 3760.512439 = -11080023.073700
  nChanged 0
		SP:Iteration 56F (14777.610000 sec): 3 clusters
  Score: Raw -11083783.586139 + Penalty 3760.512439 = -11080023.073700
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 64 (9256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14777.750000 sec): 2 clusters
  Score: Raw -998164.616586 + Penalty 1484.116931 = -996680.499655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14777.950000 sec): 3 clusters
  Score: Raw -992980.781202 + Penalty 2968.233862 = -990012.547340
  nChanged 3995
		SP:Iteration 1F (14778.140000 sec): 3 clusters
  Score: Raw -995173.639074 + Penalty 2968.233862 = -992205.405211
  nChanged 595
		SP:Iteration 2F (14778.380000 sec): 3 clusters
  Score: Raw -995424.160657 + Penalty 2968.233862 = -992455.926795
  nChanged 470
		SP:Iteration 3F (14778.690000 sec): 3 clusters
  Score: Raw -995623.352387 + Penalty 2968.233862 = -992655.118525
  nChanged 427
		SP:Iteration 4Q (14778.920000 sec): 3 clusters
  Score: Raw -995803.339910 + Penalty 2968.233862 = -992835.106048
  nChanged 375
		SP:Iteration 5Q (14779.090000 sec): 3 clusters
  Score: Raw -995963.413329 + Penalty 2968.233862 = -992995.179467
  nChanged 329
		SP:Iteration 6Q (14779.310000 sec): 3 clusters
  Score: Raw -996095.866104 + Penalty 2968.233862 = -993127.632242
  nChanged 290
		SP:Iteration 7Q (14779.530000 sec): 3 clusters
  Score: Raw -996224.508846 + Penalty 2968.233862 = -993256.274984
  nChanged 324
		SP:Iteration 8Q (14779.750000 sec): 3 clusters
  Score: Raw -996376.799137 + Penalty 2968.233862 = -993408.565275
  nChanged 321
		SP:Iteration 9Q (14779.960000 sec): 3 clusters
  Score: Raw -996556.066910 + Penalty 2968.233862 = -993587.833048
  nChanged 360
		SP:Iteration 10Q (14780.270000 sec): 3 clusters
  Score: Raw -996798.930057 + Penalty 2968.233862 = -993830.696195
  nChanged 387
		SP:Iteration 11Q (14780.450000 sec): 3 clusters
  Score: Raw -997068.083567 + Penalty 2968.233862 = -994099.849704
  nChanged 357
		SP:Iteration 12Q (14780.690000 sec): 3 clusters
  Score: Raw -997339.154554 + Penalty 2968.233862 = -994370.920692
  nChanged 309
		SP:Iteration 13Q (14780.910000 sec): 3 clusters
  Score: Raw -997613.510793 + Penalty 2968.233862 = -994645.276930
  nChanged 245
		SP:Iteration 14Q (14781.130000 sec): 3 clusters
  Score: Raw -997829.909304 + Penalty 2968.233862 = -994861.675442
  nChanged 175
		SP:Iteration 15Q (14781.330000 sec): 3 clusters
  Score: Raw -997990.258941 + Penalty 2968.233862 = -995022.025079
  nChanged 119
		SP:Iteration 16Q (14781.570000 sec): 3 clusters
  Score: Raw -998102.195883 + Penalty 2968.233862 = -995133.962021
  nChanged 75
		SP:Iteration 17Q (14781.840000 sec): 3 clusters
  Score: Raw -998183.397331 + Penalty 2968.233862 = -995215.163468
  nChanged 47
		SP:Iteration 18Q (14782.050000 sec): 3 clusters
  Score: Raw -998233.326365 + Penalty 2968.233862 = -995265.092502
  nChanged 26
		SP:Iteration 19Q (14782.280000 sec): 3 clusters
  Score: Raw -998259.959126 + Penalty 2968.233862 = -995291.725263
  nChanged 12
		SP:Iteration 20F (14782.450000 sec): 3 clusters
  Score: Raw -998275.464949 + Penalty 2968.233862 = -995307.231086
  nChanged 15
		SP:Iteration 21Q (14782.670000 sec): 3 clusters
  Score: Raw -998292.086375 + Penalty 2968.233862 = -995323.852513
  nChanged 11
		SP:Iteration 22Q (14782.870000 sec): 3 clusters
  Score: Raw -998305.464140 + Penalty 2968.233862 = -995337.230278
  nChanged 8
		SP:Iteration 23Q (14783.090000 sec): 3 clusters
  Score: Raw -998314.387830 + Penalty 2968.233862 = -995346.153967
  nChanged 4
		SP:Iteration 24Q (14783.310000 sec): 3 clusters
  Score: Raw -998322.009816 + Penalty 2968.233862 = -995353.775954
  nChanged 5
		SP:Iteration 25Q (14783.590000 sec): 3 clusters
  Score: Raw -998330.027008 + Penalty 2968.233862 = -995361.793146
  nChanged 4
		SP:Iteration 26Q (14783.770000 sec): 3 clusters
  Score: Raw -998334.128771 + Penalty 2968.233862 = -995365.894908
  nChanged 2
		SP:Iteration 27Q (14784.010000 sec): 3 clusters
  Score: Raw -998337.334899 + Penalty 2968.233862 = -995369.101036
  nChanged 2
		SP:Iteration 28Q (14784.250000 sec): 3 clusters
  Score: Raw -998341.527887 + Penalty 2968.233862 = -995373.294025
  nChanged 6
		SP:Iteration 29Q (14784.460000 sec): 3 clusters
  Score: Raw -998346.522084 + Penalty 2968.233862 = -995378.288222
  nChanged 2
		SP:Iteration 30Q (14784.680000 sec): 3 clusters
  Score: Raw -998349.405850 + Penalty 2968.233862 = -995381.171988
  nChanged 1
		SP:Iteration 31Q (14784.890000 sec): 3 clusters
  Score: Raw -998349.890597 + Penalty 2968.233862 = -995381.656735
  nChanged 0
		SP:Iteration 32F (14785.030000 sec): 3 clusters
  Score: Raw -998349.890597 + Penalty 2968.233862 = -995381.656735
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 65 (11925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14785.210000 sec): 2 clusters
  Score: Raw -1258335.158573 + Penalty 1525.288751 = -1256809.869822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14785.430000 sec): 3 clusters
  Score: Raw -1251537.606681 + Penalty 3050.577503 = -1248487.029178
  nChanged 5216
		SP:Iteration 1F (14785.680000 sec): 3 clusters
  Score: Raw -1254506.114344 + Penalty 3050.577503 = -1251455.536841
  nChanged 809
		SP:Iteration 2F (14785.880000 sec): 3 clusters
  Score: Raw -1254942.135210 + Penalty 3050.577503 = -1251891.557707
  nChanged 786
		SP:Iteration 3F (14786.130000 sec): 3 clusters
  Score: Raw -1255420.867061 + Penalty 3050.577503 = -1252370.289559
  nChanged 765
		SP:Iteration 4F (14786.340000 sec): 3 clusters
  Score: Raw -1255873.868136 + Penalty 3050.577503 = -1252823.290634
  nChanged 695
		SP:Iteration 5F (14786.550000 sec): 3 clusters
  Score: Raw -1256267.938727 + Penalty 3050.577503 = -1253217.361225
  nChanged 600
		SP:Iteration 6F (14786.840000 sec): 3 clusters
  Score: Raw -1256574.955275 + Penalty 3050.577503 = -1253524.377772
  nChanged 499
		SP:Iteration 7Q (14787.020000 sec): 3 clusters
  Score: Raw -1256813.053392 + Penalty 3050.577503 = -1253762.475890
  nChanged 389
		SP:Iteration 8Q (14787.270000 sec): 3 clusters
  Score: Raw -1256972.417661 + Penalty 3050.577503 = -1253921.840159
  nChanged 321
		SP:Iteration 9Q (14787.490000 sec): 3 clusters
  Score: Raw -1257077.274638 + Penalty 3050.577503 = -1254026.697136
  nChanged 219
		SP:Iteration 10Q (14787.730000 sec): 3 clusters
  Score: Raw -1257142.485811 + Penalty 3050.577503 = -1254091.908309
  nChanged 189
		SP:Iteration 11Q (14787.940000 sec): 3 clusters
  Score: Raw -1257196.454727 + Penalty 3050.577503 = -1254145.877225
  nChanged 161
		SP:Iteration 12Q (14788.150000 sec): 3 clusters
  Score: Raw -1257236.625257 + Penalty 3050.577503 = -1254186.047755
  nChanged 130
		SP:Iteration 13Q (14788.380000 sec): 3 clusters
  Score: Raw -1257267.499705 + Penalty 3050.577503 = -1254216.922202
  nChanged 111
		SP:Iteration 14Q (14788.600000 sec): 3 clusters
  Score: Raw -1257292.628000 + Penalty 3050.577503 = -1254242.050498
  nChanged 87
		SP:Iteration 15Q (14788.820000 sec): 3 clusters
  Score: Raw -1257313.244763 + Penalty 3050.577503 = -1254262.667261
  nChanged 93
		SP:Iteration 16Q (14789.060000 sec): 3 clusters
  Score: Raw -1257333.564546 + Penalty 3050.577503 = -1254282.987043
  nChanged 86
		SP:Iteration 17Q (14789.260000 sec): 3 clusters
  Score: Raw -1257352.248576 + Penalty 3050.577503 = -1254301.671074
  nChanged 89
		SP:Iteration 18Q (14789.520000 sec): 3 clusters
  Score: Raw -1257375.796561 + Penalty 3050.577503 = -1254325.219058
  nChanged 90
		SP:Iteration 19Q (14789.770000 sec): 3 clusters
  Score: Raw -1257400.780255 + Penalty 3050.577503 = -1254350.202752
  nChanged 91
		SP:Iteration 20F (14789.990000 sec): 3 clusters
  Score: Raw -1257423.346013 + Penalty 3050.577503 = -1254372.768510
  nChanged 91
		SP:Iteration 21Q (14790.240000 sec): 3 clusters
  Score: Raw -1257450.849800 + Penalty 3050.577503 = -1254400.272298
  nChanged 110
		SP:Iteration 22Q (14790.470000 sec): 3 clusters
  Score: Raw -1257486.360801 + Penalty 3050.577503 = -1254435.783299
  nChanged 123
		SP:Iteration 23Q (14790.750000 sec): 3 clusters
  Score: Raw -1257531.077677 + Penalty 3050.577503 = -1254480.500174
  nChanged 150
		SP:Iteration 24Q (14790.980000 sec): 3 clusters
  Score: Raw -1257597.099563 + Penalty 3050.577503 = -1254546.522060
  nChanged 184
		SP:Iteration 25Q (14791.230000 sec): 3 clusters
  Score: Raw -1257682.260512 + Penalty 3050.577503 = -1254631.683009
  nChanged 186
		SP:Iteration 26Q (14791.450000 sec): 3 clusters
  Score: Raw -1257776.550116 + Penalty 3050.577503 = -1254725.972613
  nChanged 182
		SP:Iteration 27Q (14791.640000 sec): 3 clusters
  Score: Raw -1257873.534203 + Penalty 3050.577503 = -1254822.956701
  nChanged 162
		SP:Iteration 28Q (14791.860000 sec): 3 clusters
  Score: Raw -1257969.803609 + Penalty 3050.577503 = -1254919.226106
  nChanged 166
		SP:Iteration 29Q (14792.090000 sec): 3 clusters
  Score: Raw -1258056.839359 + Penalty 3050.577503 = -1255006.261856
  nChanged 155
		SP:Iteration 30Q (14792.320000 sec): 3 clusters
  Score: Raw -1258143.994901 + Penalty 3050.577503 = -1255093.417399
  nChanged 150
		SP:Iteration 31Q (14792.550000 sec): 3 clusters
  Score: Raw -1258238.898697 + Penalty 3050.577503 = -1255188.321194
  nChanged 139
		SP:Iteration 32Q (14792.770000 sec): 3 clusters
  Score: Raw -1258334.691553 + Penalty 3050.577503 = -1255284.114050
  nChanged 111
		SP:Iteration 33Q (14793.020000 sec): 3 clusters
  Score: Raw -1258411.370214 + Penalty 3050.577503 = -1255360.792712
  nChanged 78
		SP:Iteration 34Q (14793.280000 sec): 3 clusters
  Score: Raw -1258463.909620 + Penalty 3050.577503 = -1255413.332117
  nChanged 73
		SP:Iteration 35Q (14793.530000 sec): 3 clusters
  Score: Raw -1258504.296489 + Penalty 3050.577503 = -1255453.718986
  nChanged 68
		SP:Iteration 36Q (14793.770000 sec): 3 clusters
  Score: Raw -1258542.337680 + Penalty 3050.577503 = -1255491.760178
  nChanged 44
		SP:Iteration 37Q (14794.020000 sec): 3 clusters
  Score: Raw -1258567.215708 + Penalty 3050.577503 = -1255516.638205
  nChanged 45
		SP:Iteration 38Q (14794.230000 sec): 3 clusters
  Score: Raw -1258592.951668 + Penalty 3050.577503 = -1255542.374166
  nChanged 26
		SP:Iteration 39Q (14794.460000 sec): 3 clusters
  Score: Raw -1258609.643762 + Penalty 3050.577503 = -1255559.066259
  nChanged 25
		SP:Iteration 40F (14794.730000 sec): 3 clusters
  Score: Raw -1258623.287735 + Penalty 3050.577503 = -1255572.710233
  nChanged 28
		SP:Iteration 41Q (14794.950000 sec): 3 clusters
  Score: Raw -1258638.785449 + Penalty 3050.577503 = -1255588.207947
  nChanged 19
		SP:Iteration 42Q (14795.170000 sec): 3 clusters
  Score: Raw -1258650.109043 + Penalty 3050.577503 = -1255599.531541
  nChanged 24
		SP:Iteration 43Q (14795.390000 sec): 3 clusters
  Score: Raw -1258664.850175 + Penalty 3050.577503 = -1255614.272673
  nChanged 20
		SP:Iteration 44Q (14795.650000 sec): 3 clusters
  Score: Raw -1258677.083624 + Penalty 3050.577503 = -1255626.506121
  nChanged 23
		SP:Iteration 45Q (14795.900000 sec): 3 clusters
  Score: Raw -1258689.481856 + Penalty 3050.577503 = -1255638.904353
  nChanged 18
		SP:Iteration 46Q (14796.080000 sec): 3 clusters
  Score: Raw -1258698.183718 + Penalty 3050.577503 = -1255647.606216
  nChanged 11
		SP:Iteration 47Q (14796.300000 sec): 3 clusters
  Score: Raw -1258702.871081 + Penalty 3050.577503 = -1255652.293579
  nChanged 10
		SP:Iteration 48Q (14796.560000 sec): 3 clusters
  Score: Raw -1258706.877587 + Penalty 3050.577503 = -1255656.300084
  nChanged 5
		SP:Iteration 49Q (14796.800000 sec): 3 clusters
  Score: Raw -1258708.397966 + Penalty 3050.577503 = -1255657.820464
  nChanged 1
		SP:Iteration 50Q (14797.020000 sec): 3 clusters
  Score: Raw -1258708.743100 + Penalty 3050.577503 = -1255658.165597
  nChanged 1
		SP:Iteration 51Q (14797.290000 sec): 3 clusters
  Score: Raw -1258708.854027 + Penalty 3050.577503 = -1255658.276524
  nChanged 1
		SP:Iteration 52Q (14797.490000 sec): 3 clusters
  Score: Raw -1258709.070536 + Penalty 3050.577503 = -1255658.493034
  nChanged 0
		SP:Iteration 53F (14797.720000 sec): 3 clusters
  Score: Raw -1258709.070536 + Penalty 3050.577503 = -1255658.493034
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 66 (896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14797.810000 sec): 2 clusters
  Score: Raw -74262.522000 + Penalty 1104.665317 = -73157.856683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14797.980000 sec): 3 clusters
  Score: Raw -74037.509514 + Penalty 2209.330634 = -71828.178879
  nChanged 250
		SP:Iteration 1F (14798.170000 sec): 3 clusters
  Score: Raw -74374.941388 + Penalty 2209.330634 = -72165.610754
  nChanged 76
		SP:Iteration 2F (14798.370000 sec): 3 clusters
  Score: Raw -74547.263618 + Penalty 2209.330634 = -72337.932984
  nChanged 72
		SP:Iteration 3F (14798.510000 sec): 3 clusters
  Score: Raw -74686.248832 + Penalty 2209.330634 = -72476.918198
  nChanged 54
		SP:Iteration 4F (14798.670000 sec): 3 clusters
  Score: Raw -74775.270530 + Penalty 2209.330634 = -72565.939896
  nChanged 35
		SP:Iteration 5Q (14798.820000 sec): 3 clusters
  Score: Raw -74854.994260 + Penalty 2209.330634 = -72645.663626
  nChanged 29
		SP:Iteration 6Q (14799.010000 sec): 3 clusters
  Score: Raw -74926.130832 + Penalty 2209.330634 = -72716.800198
  nChanged 29
		SP:Iteration 7Q (14799.160000 sec): 3 clusters
  Score: Raw -74968.111782 + Penalty 2209.330634 = -72758.781148
  nChanged 18
		SP:Iteration 8Q (14799.300000 sec): 3 clusters
  Score: Raw -75002.716744 + Penalty 2209.330634 = -72793.386110
  nChanged 18
		SP:Iteration 9Q (14799.440000 sec): 3 clusters
  Score: Raw -75040.424826 + Penalty 2209.330634 = -72831.094191
  nChanged 16
		SP:Iteration 10Q (14799.590000 sec): 3 clusters
  Score: Raw -75070.887670 + Penalty 2209.330634 = -72861.557035
  nChanged 9
		SP:Iteration 11Q (14799.730000 sec): 3 clusters
  Score: Raw -75080.402029 + Penalty 2209.330634 = -72871.071395
  nChanged 8
		SP:Iteration 12Q (14799.880000 sec): 3 clusters
  Score: Raw -75086.391988 + Penalty 2209.330634 = -72877.061354
  nChanged 6
		SP:Iteration 13Q (14800.020000 sec): 3 clusters
  Score: Raw -75092.112415 + Penalty 2209.330634 = -72882.781780
  nChanged 3
		SP:Iteration 14Q (14800.160000 sec): 3 clusters
  Score: Raw -75094.183810 + Penalty 2209.330634 = -72884.853176
  nChanged 3
		SP:Iteration 15Q (14800.310000 sec): 3 clusters
  Score: Raw -75097.875011 + Penalty 2209.330634 = -72888.544377
  nChanged 4
		SP:Iteration 16Q (14800.450000 sec): 3 clusters
  Score: Raw -75104.819827 + Penalty 2209.330634 = -72895.489192
  nChanged 8
		SP:Iteration 17Q (14800.630000 sec): 3 clusters
  Score: Raw -75116.072151 + Penalty 2209.330634 = -72906.741517
  nChanged 10
		SP:Iteration 18Q (14800.770000 sec): 3 clusters
  Score: Raw -75125.943571 + Penalty 2209.330634 = -72916.612937
  nChanged 8
		SP:Iteration 19Q (14800.910000 sec): 3 clusters
  Score: Raw -75134.593262 + Penalty 2209.330634 = -72925.262627
  nChanged 7
		SP:Iteration 20F (14801.060000 sec): 3 clusters
  Score: Raw -75141.997305 + Penalty 2209.330634 = -72932.666671
  nChanged 6
		SP:Iteration 21Q (14801.200000 sec): 3 clusters
  Score: Raw -75149.026778 + Penalty 2209.330634 = -72939.696143
  nChanged 3
		SP:Iteration 22Q (14801.350000 sec): 3 clusters
  Score: Raw -75150.384450 + Penalty 2209.330634 = -72941.053816
  nChanged 2
		SP:Iteration 23Q (14801.500000 sec): 3 clusters
  Score: Raw -75152.097460 + Penalty 2209.330634 = -72942.766825
  nChanged 4
		SP:Iteration 24Q (14801.650000 sec): 3 clusters
  Score: Raw -75155.765731 + Penalty 2209.330634 = -72946.435097
  nChanged 5
		SP:Iteration 25Q (14801.860000 sec): 3 clusters
  Score: Raw -75162.650976 + Penalty 2209.330634 = -72953.320342
  nChanged 5
		SP:Iteration 26Q (14802.020000 sec): 3 clusters
  Score: Raw -75167.337672 + Penalty 2209.330634 = -72958.007038
  nChanged 5
		SP:Iteration 27Q (14802.150000 sec): 3 clusters
  Score: Raw -75171.273358 + Penalty 2209.330634 = -72961.942724
  nChanged 8
		SP:Iteration 28Q (14802.300000 sec): 3 clusters
  Score: Raw -75180.087973 + Penalty 2209.330634 = -72970.757339
  nChanged 7
		SP:Iteration 29Q (14802.500000 sec): 3 clusters
  Score: Raw -75184.583311 + Penalty 2209.330634 = -72975.252677
  nChanged 7
		SP:Iteration 30Q (14802.640000 sec): 3 clusters
  Score: Raw -75191.621523 + Penalty 2209.330634 = -72982.290888
  nChanged 5
		SP:Iteration 31Q (14802.850000 sec): 3 clusters
  Score: Raw -75196.637914 + Penalty 2209.330634 = -72987.307280
  nChanged 3
		SP:Iteration 32Q (14803.010000 sec): 3 clusters
  Score: Raw -75198.692200 + Penalty 2209.330634 = -72989.361566
  nChanged 3
		SP:Iteration 33Q (14803.150000 sec): 3 clusters
  Score: Raw -75202.236874 + Penalty 2209.330634 = -72992.906240
  nChanged 4
		SP:Iteration 34Q (14803.320000 sec): 3 clusters
  Score: Raw -75206.663172 + Penalty 2209.330634 = -72997.332537
  nChanged 5
		SP:Iteration 35Q (14803.450000 sec): 3 clusters
  Score: Raw -75211.315162 + Penalty 2209.330634 = -73001.984528
  nChanged 3
		SP:Iteration 36Q (14803.590000 sec): 3 clusters
  Score: Raw -75214.204243 + Penalty 2209.330634 = -73004.873608
  nChanged 5
		SP:Iteration 37Q (14803.750000 sec): 3 clusters
  Score: Raw -75223.748663 + Penalty 2209.330634 = -73014.418028
  nChanged 7
		SP:Iteration 38Q (14803.930000 sec): 3 clusters
  Score: Raw -75235.861600 + Penalty 2209.330634 = -73026.530966
  nChanged 11
		SP:Iteration 39Q (14804.130000 sec): 3 clusters
  Score: Raw -75259.508965 + Penalty 2209.330634 = -73050.178331
  nChanged 14
		SP:Iteration 40F (14804.240000 sec): 3 clusters
  Score: Raw -75286.453497 + Penalty 2209.330634 = -73077.122863
  nChanged 12
		SP:Iteration 41Q (14804.410000 sec): 3 clusters
  Score: Raw -75303.495817 + Penalty 2209.330634 = -73094.165183
  nChanged 4
		SP:Iteration 42Q (14804.540000 sec): 3 clusters
  Score: Raw -75308.960499 + Penalty 2209.330634 = -73099.629865
  nChanged 1
		SP:Iteration 43Q (14804.720000 sec): 3 clusters
  Score: Raw -75309.559579 + Penalty 2209.330634 = -73100.228945
  nChanged 0
		SP:Iteration 44F (14804.890000 sec): 3 clusters
  Score: Raw -75309.559579 + Penalty 2209.330634 = -73100.228945
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 67 (2612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14804.990000 sec): 2 clusters
  Score: Raw -269650.856603 + Penalty 1278.529117 = -268372.327486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14805.170000 sec): 3 clusters
  Score: Raw -268452.037045 + Penalty 2557.058234 = -265894.978811
  nChanged 929
		SP:Iteration 1F (14805.320000 sec): 3 clusters
  Score: Raw -268974.447809 + Penalty 2557.058234 = -266417.389574
  nChanged 178
		SP:Iteration 2F (14805.520000 sec): 3 clusters
  Score: Raw -269079.916242 + Penalty 2557.058234 = -266522.858008
  nChanged 122
		SP:Iteration 3Q (14805.700000 sec): 3 clusters
  Score: Raw -269153.618401 + Penalty 2557.058234 = -266596.560167
  nChanged 98
		SP:Iteration 4Q (14805.860000 sec): 3 clusters
  Score: Raw -269209.943143 + Penalty 2557.058234 = -266652.884909
  nChanged 90
		SP:Iteration 5Q (14806.030000 sec): 3 clusters
  Score: Raw -269256.715708 + Penalty 2557.058234 = -266699.657473
  nChanged 68
		SP:Iteration 6Q (14806.190000 sec): 3 clusters
  Score: Raw -269287.500182 + Penalty 2557.058234 = -266730.441948
  nChanged 61
		SP:Iteration 7Q (14806.350000 sec): 3 clusters
  Score: Raw -269315.946313 + Penalty 2557.058234 = -266758.888079
  nChanged 51
		SP:Iteration 8Q (14806.510000 sec): 3 clusters
  Score: Raw -269339.461955 + Penalty 2557.058234 = -266782.403720
  nChanged 51
		SP:Iteration 9Q (14806.690000 sec): 3 clusters
  Score: Raw -269366.757399 + Penalty 2557.058234 = -266809.699165
  nChanged 56
		SP:Iteration 10Q (14806.850000 sec): 3 clusters
  Score: Raw -269398.804098 + Penalty 2557.058234 = -266841.745863
  nChanged 54
		SP:Iteration 11Q (14807.020000 sec): 3 clusters
  Score: Raw -269430.689294 + Penalty 2557.058234 = -266873.631059
  nChanged 52
		SP:Iteration 12Q (14807.190000 sec): 3 clusters
  Score: Raw -269461.265015 + Penalty 2557.058234 = -266904.206781
  nChanged 52
		SP:Iteration 13Q (14807.360000 sec): 3 clusters
  Score: Raw -269493.177352 + Penalty 2557.058234 = -266936.119117
  nChanged 45
		SP:Iteration 14Q (14807.570000 sec): 3 clusters
  Score: Raw -269519.018335 + Penalty 2557.058234 = -266961.960101
  nChanged 47
		SP:Iteration 15Q (14807.740000 sec): 3 clusters
  Score: Raw -269546.378965 + Penalty 2557.058234 = -266989.320731
  nChanged 44
		SP:Iteration 16Q (14807.910000 sec): 3 clusters
  Score: Raw -269570.004632 + Penalty 2557.058234 = -267012.946398
  nChanged 42
		SP:Iteration 17Q (14808.090000 sec): 3 clusters
  Score: Raw -269595.695651 + Penalty 2557.058234 = -267038.637416
  nChanged 36
		SP:Iteration 18Q (14808.290000 sec): 3 clusters
  Score: Raw -269620.092487 + Penalty 2557.058234 = -267063.034253
  nChanged 41
		SP:Iteration 19Q (14808.450000 sec): 3 clusters
  Score: Raw -269647.364442 + Penalty 2557.058234 = -267090.306208
  nChanged 38
		SP:Iteration 20F (14808.690000 sec): 3 clusters
  Score: Raw -269676.592199 + Penalty 2557.058234 = -267119.533965
  nChanged 36
		SP:Iteration 21Q (14808.880000 sec): 3 clusters
  Score: Raw -269704.482497 + Penalty 2557.058234 = -267147.424262
  nChanged 38
		SP:Iteration 22Q (14809.000000 sec): 3 clusters
  Score: Raw -269732.849269 + Penalty 2557.058234 = -267175.791035
  nChanged 34
		SP:Iteration 23Q (14809.190000 sec): 3 clusters
  Score: Raw -269757.916813 + Penalty 2557.058234 = -267200.858578
  nChanged 23
		SP:Iteration 24Q (14809.370000 sec): 3 clusters
  Score: Raw -269777.688709 + Penalty 2557.058234 = -267220.630474
  nChanged 16
		SP:Iteration 25Q (14809.580000 sec): 3 clusters
  Score: Raw -269791.114427 + Penalty 2557.058234 = -267234.056193
  nChanged 15
		SP:Iteration 26Q (14809.710000 sec): 3 clusters
  Score: Raw -269802.145973 + Penalty 2557.058234 = -267245.087738
  nChanged 9
		SP:Iteration 27Q (14809.890000 sec): 3 clusters
  Score: Raw -269809.216912 + Penalty 2557.058234 = -267252.158677
  nChanged 11
		SP:Iteration 28Q (14810.130000 sec): 3 clusters
  Score: Raw -269816.832628 + Penalty 2557.058234 = -267259.774394
  nChanged 13
		SP:Iteration 29Q (14810.270000 sec): 3 clusters
  Score: Raw -269828.123305 + Penalty 2557.058234 = -267271.065071
  nChanged 10
		SP:Iteration 30Q (14810.460000 sec): 3 clusters
  Score: Raw -269838.878431 + Penalty 2557.058234 = -267281.820197
  nChanged 6
		SP:Iteration 31Q (14810.690000 sec): 3 clusters
  Score: Raw -269842.605217 + Penalty 2557.058234 = -267285.546983
  nChanged 1
		SP:Iteration 32Q (14810.870000 sec): 3 clusters
  Score: Raw -269843.400351 + Penalty 2557.058234 = -267286.342117
  nChanged 2
		SP:Iteration 33Q (14811.030000 sec): 3 clusters
  Score: Raw -269844.133723 + Penalty 2557.058234 = -267287.075488
  nChanged 0
		SP:Iteration 34F (14811.180000 sec): 3 clusters
  Score: Raw -269844.133723 + Penalty 2557.058234 = -267287.075488
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 68 (5011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14811.300000 sec): 2 clusters
  Score: Raw -508845.315753 + Penalty 1384.401001 = -507460.914752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14811.490000 sec): 3 clusters
  Score: Raw -506229.815100 + Penalty 2768.802002 = -503461.013098
  nChanged 2014
		SP:Iteration 1F (14811.720000 sec): 3 clusters
  Score: Raw -507304.012980 + Penalty 2768.802002 = -504535.210978
  nChanged 367
		SP:Iteration 2F (14811.920000 sec): 3 clusters
  Score: Raw -507504.982103 + Penalty 2768.802002 = -504736.180101
  nChanged 298
		SP:Iteration 3F (14812.100000 sec): 3 clusters
  Score: Raw -507665.275070 + Penalty 2768.802002 = -504896.473068
  nChanged 251
		SP:Iteration 4F (14812.280000 sec): 3 clusters
  Score: Raw -507811.687792 + Penalty 2768.802002 = -505042.885790
  nChanged 236
		SP:Iteration 5Q (14812.510000 sec): 3 clusters
  Score: Raw -507956.704357 + Penalty 2768.802002 = -505187.902355
  nChanged 244
		SP:Iteration 6Q (14812.710000 sec): 3 clusters
  Score: Raw -508153.856063 + Penalty 2768.802002 = -505385.054061
  nChanged 266
		SP:Iteration 7F (14812.910000 sec): 3 clusters
  Score: Raw -508381.922355 + Penalty 2768.802002 = -505613.120353
  nChanged 246
		SP:Iteration 8Q (14813.100000 sec): 3 clusters
  Score: Raw -508569.458463 + Penalty 2768.802002 = -505800.656461
  nChanged 200
		SP:Iteration 9Q (14813.270000 sec): 3 clusters
  Score: Raw -508730.706736 + Penalty 2768.802002 = -505961.904735
  nChanged 162
		SP:Iteration 10Q (14813.480000 sec): 3 clusters
  Score: Raw -508849.624709 + Penalty 2768.802002 = -506080.822707
  nChanged 133
		SP:Iteration 11Q (14813.670000 sec): 3 clusters
  Score: Raw -508926.807172 + Penalty 2768.802002 = -506158.005170
  nChanged 98
		SP:Iteration 12Q (14813.870000 sec): 3 clusters
  Score: Raw -508985.927525 + Penalty 2768.802002 = -506217.125524
  nChanged 82
		SP:Iteration 13Q (14814.050000 sec): 3 clusters
  Score: Raw -509029.059597 + Penalty 2768.802002 = -506260.257595
  nChanged 57
		SP:Iteration 14Q (14814.270000 sec): 3 clusters
  Score: Raw -509057.522155 + Penalty 2768.802002 = -506288.720153
  nChanged 47
		SP:Iteration 15Q (14814.430000 sec): 3 clusters
  Score: Raw -509080.083583 + Penalty 2768.802002 = -506311.281581
  nChanged 43
		SP:Iteration 16Q (14814.650000 sec): 3 clusters
  Score: Raw -509099.104072 + Penalty 2768.802002 = -506330.302070
  nChanged 38
		SP:Iteration 17Q (14814.830000 sec): 3 clusters
  Score: Raw -509115.537415 + Penalty 2768.802002 = -506346.735413
  nChanged 27
		SP:Iteration 18Q (14815.040000 sec): 3 clusters
  Score: Raw -509123.755941 + Penalty 2768.802002 = -506354.953940
  nChanged 24
		SP:Iteration 19Q (14815.240000 sec): 3 clusters
  Score: Raw -509132.626377 + Penalty 2768.802002 = -506363.824375
  nChanged 25
		SP:Iteration 20F (14815.450000 sec): 3 clusters
  Score: Raw -509140.716351 + Penalty 2768.802002 = -506371.914349
  nChanged 14
		SP:Iteration 21Q (14815.650000 sec): 3 clusters
  Score: Raw -509144.962762 + Penalty 2768.802002 = -506376.160760
  nChanged 8
		SP:Iteration 22Q (14815.830000 sec): 3 clusters
  Score: Raw -509147.487320 + Penalty 2768.802002 = -506378.685318
  nChanged 8
		SP:Iteration 23Q (14816.020000 sec): 3 clusters
  Score: Raw -509150.887908 + Penalty 2768.802002 = -506382.085906
  nChanged 11
		SP:Iteration 24Q (14816.200000 sec): 3 clusters
  Score: Raw -509155.163536 + Penalty 2768.802002 = -506386.361534
  nChanged 11
		SP:Iteration 25Q (14816.380000 sec): 3 clusters
  Score: Raw -509159.316897 + Penalty 2768.802002 = -506390.514895
  nChanged 12
		SP:Iteration 26Q (14816.570000 sec): 3 clusters
  Score: Raw -509163.566568 + Penalty 2768.802002 = -506394.764566
  nChanged 9
		SP:Iteration 27Q (14816.750000 sec): 3 clusters
  Score: Raw -509166.384504 + Penalty 2768.802002 = -506397.582502
  nChanged 11
		SP:Iteration 28Q (14816.940000 sec): 3 clusters
  Score: Raw -509168.949656 + Penalty 2768.802002 = -506400.147654
  nChanged 8
		SP:Iteration 29Q (14817.130000 sec): 3 clusters
  Score: Raw -509171.422004 + Penalty 2768.802002 = -506402.620002
  nChanged 9
		SP:Iteration 30Q (14817.280000 sec): 3 clusters
  Score: Raw -509174.232368 + Penalty 2768.802002 = -506405.430367
  nChanged 8
		SP:Iteration 31Q (14817.490000 sec): 3 clusters
  Score: Raw -509177.480132 + Penalty 2768.802002 = -506408.678130
  nChanged 7
		SP:Iteration 32Q (14817.690000 sec): 3 clusters
  Score: Raw -509179.469684 + Penalty 2768.802002 = -506410.667682
  nChanged 4
		SP:Iteration 33Q (14817.890000 sec): 3 clusters
  Score: Raw -509180.653406 + Penalty 2768.802002 = -506411.851404
  nChanged 7
		SP:Iteration 34Q (14818.050000 sec): 3 clusters
  Score: Raw -509183.544948 + Penalty 2768.802002 = -506414.742946
  nChanged 9
		SP:Iteration 35Q (14818.240000 sec): 3 clusters
  Score: Raw -509186.678503 + Penalty 2768.802002 = -506417.876501
  nChanged 9
		SP:Iteration 36Q (14818.440000 sec): 3 clusters
  Score: Raw -509189.162020 + Penalty 2768.802002 = -506420.360018
  nChanged 2
		SP:Iteration 37Q (14818.610000 sec): 3 clusters
  Score: Raw -509189.636808 + Penalty 2768.802002 = -506420.834806
  nChanged 2
		SP:Iteration 38Q (14818.860000 sec): 3 clusters
  Score: Raw -509189.930320 + Penalty 2768.802002 = -506421.128318
  nChanged 1
		SP:Iteration 39Q (14819.020000 sec): 3 clusters
  Score: Raw -509190.141602 + Penalty 2768.802002 = -506421.339600
  nChanged 1
		SP:Iteration 40F (14819.270000 sec): 3 clusters
  Score: Raw -509190.328803 + Penalty 2768.802002 = -506421.526801
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 69 (2686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14819.370000 sec): 2 clusters
  Score: Raw -287304.622783 + Penalty 1283.068861 = -286021.553921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14819.560000 sec): 3 clusters
  Score: Raw -286077.273147 + Penalty 2566.137723 = -283511.135425
  nChanged 1001
		SP:Iteration 1F (14819.720000 sec): 3 clusters
  Score: Raw -286676.800662 + Penalty 2566.137723 = -284110.662940
  nChanged 196
		SP:Iteration 2F (14819.910000 sec): 3 clusters
  Score: Raw -286797.510775 + Penalty 2566.137723 = -284231.373053
  nChanged 119
		SP:Iteration 3Q (14820.140000 sec): 3 clusters
  Score: Raw -286862.989231 + Penalty 2566.137723 = -284296.851508
  nChanged 81
		SP:Iteration 4Q (14820.290000 sec): 3 clusters
  Score: Raw -286900.512790 + Penalty 2566.137723 = -284334.375067
  nChanged 67
		SP:Iteration 5Q (14820.460000 sec): 3 clusters
  Score: Raw -286933.459302 + Penalty 2566.137723 = -284367.321579
  nChanged 48
		SP:Iteration 6Q (14820.650000 sec): 3 clusters
  Score: Raw -286953.251349 + Penalty 2566.137723 = -284387.113627
  nChanged 34
		SP:Iteration 7Q (14820.840000 sec): 3 clusters
  Score: Raw -286965.451771 + Penalty 2566.137723 = -284399.314049
  nChanged 26
		SP:Iteration 8Q (14821.020000 sec): 3 clusters
  Score: Raw -286976.054351 + Penalty 2566.137723 = -284409.916629
  nChanged 20
		SP:Iteration 9Q (14821.200000 sec): 3 clusters
  Score: Raw -286985.242926 + Penalty 2566.137723 = -284419.105204
  nChanged 17
		SP:Iteration 10Q (14821.360000 sec): 3 clusters
  Score: Raw -286992.425018 + Penalty 2566.137723 = -284426.287296
  nChanged 16
		SP:Iteration 11Q (14821.510000 sec): 3 clusters
  Score: Raw -286997.807507 + Penalty 2566.137723 = -284431.669784
  nChanged 12
		SP:Iteration 12Q (14821.670000 sec): 3 clusters
  Score: Raw -287002.371696 + Penalty 2566.137723 = -284436.233973
  nChanged 18
		SP:Iteration 13Q (14821.830000 sec): 3 clusters
  Score: Raw -287008.613783 + Penalty 2566.137723 = -284442.476061
  nChanged 18
		SP:Iteration 14Q (14822.010000 sec): 3 clusters
  Score: Raw -287014.109034 + Penalty 2566.137723 = -284447.971311
  nChanged 18
		SP:Iteration 15Q (14822.210000 sec): 3 clusters
  Score: Raw -287019.686812 + Penalty 2566.137723 = -284453.549089
  nChanged 14
		SP:Iteration 16Q (14822.380000 sec): 3 clusters
  Score: Raw -287026.410913 + Penalty 2566.137723 = -284460.273191
  nChanged 20
		SP:Iteration 17Q (14822.550000 sec): 3 clusters
  Score: Raw -287036.381027 + Penalty 2566.137723 = -284470.243304
  nChanged 23
		SP:Iteration 18Q (14822.700000 sec): 3 clusters
  Score: Raw -287046.824096 + Penalty 2566.137723 = -284480.686374
  nChanged 29
		SP:Iteration 19Q (14822.860000 sec): 3 clusters
  Score: Raw -287060.422363 + Penalty 2566.137723 = -284494.284641
  nChanged 34
		SP:Iteration 20F (14823.050000 sec): 3 clusters
  Score: Raw -287074.356084 + Penalty 2566.137723 = -284508.218361
  nChanged 29
		SP:Iteration 21Q (14823.280000 sec): 3 clusters
  Score: Raw -287087.109714 + Penalty 2566.137723 = -284520.971992
  nChanged 25
		SP:Iteration 22Q (14823.450000 sec): 3 clusters
  Score: Raw -287095.909223 + Penalty 2566.137723 = -284529.771501
  nChanged 18
		SP:Iteration 23Q (14823.630000 sec): 3 clusters
  Score: Raw -287103.794313 + Penalty 2566.137723 = -284537.656590
  nChanged 22
		SP:Iteration 24Q (14823.770000 sec): 3 clusters
  Score: Raw -287113.578858 + Penalty 2566.137723 = -284547.441135
  nChanged 28
		SP:Iteration 25Q (14823.950000 sec): 3 clusters
  Score: Raw -287126.647378 + Penalty 2566.137723 = -284560.509656
  nChanged 22
		SP:Iteration 26Q (14824.150000 sec): 3 clusters
  Score: Raw -287135.207857 + Penalty 2566.137723 = -284569.070135
  nChanged 19
		SP:Iteration 27Q (14824.310000 sec): 3 clusters
  Score: Raw -287141.778008 + Penalty 2566.137723 = -284575.640285
  nChanged 19
		SP:Iteration 28Q (14824.470000 sec): 3 clusters
  Score: Raw -287151.142356 + Penalty 2566.137723 = -284585.004633
  nChanged 17
		SP:Iteration 29Q (14824.660000 sec): 3 clusters
  Score: Raw -287158.805285 + Penalty 2566.137723 = -284592.667563
  nChanged 15
		SP:Iteration 30Q (14824.860000 sec): 3 clusters
  Score: Raw -287166.058804 + Penalty 2566.137723 = -284599.921081
  nChanged 11
		SP:Iteration 31Q (14825.020000 sec): 3 clusters
  Score: Raw -287173.208548 + Penalty 2566.137723 = -284607.070825
  nChanged 20
		SP:Iteration 32Q (14825.210000 sec): 3 clusters
  Score: Raw -287183.660506 + Penalty 2566.137723 = -284617.522783
  nChanged 14
		SP:Iteration 33Q (14825.360000 sec): 3 clusters
  Score: Raw -287189.361190 + Penalty 2566.137723 = -284623.223468
  nChanged 13
		SP:Iteration 34Q (14825.550000 sec): 3 clusters
  Score: Raw -287193.762634 + Penalty 2566.137723 = -284627.624911
  nChanged 9
		SP:Iteration 35Q (14825.730000 sec): 3 clusters
  Score: Raw -287198.450518 + Penalty 2566.137723 = -284632.312796
  nChanged 10
		SP:Iteration 36Q (14825.880000 sec): 3 clusters
  Score: Raw -287203.057223 + Penalty 2566.137723 = -284636.919500
  nChanged 9
		SP:Iteration 37Q (14826.060000 sec): 3 clusters
  Score: Raw -287206.611510 + Penalty 2566.137723 = -284640.473788
  nChanged 7
		SP:Iteration 38Q (14826.230000 sec): 3 clusters
  Score: Raw -287210.577420 + Penalty 2566.137723 = -284644.439698
  nChanged 10
		SP:Iteration 39Q (14826.390000 sec): 3 clusters
  Score: Raw -287215.430979 + Penalty 2566.137723 = -284649.293257
  nChanged 8
		SP:Iteration 40F (14826.560000 sec): 3 clusters
  Score: Raw -287217.973216 + Penalty 2566.137723 = -284651.835493
  nChanged 7
		SP:Iteration 41Q (14826.730000 sec): 3 clusters
  Score: Raw -287220.190069 + Penalty 2566.137723 = -284654.052347
  nChanged 3
		SP:Iteration 42Q (14826.950000 sec): 3 clusters
  Score: Raw -287221.249761 + Penalty 2566.137723 = -284655.112039
  nChanged 5
		SP:Iteration 43Q (14827.110000 sec): 3 clusters
  Score: Raw -287222.987107 + Penalty 2566.137723 = -284656.849384
  nChanged 7
		SP:Iteration 44Q (14827.280000 sec): 3 clusters
  Score: Raw -287225.234775 + Penalty 2566.137723 = -284659.097052
  nChanged 6
		SP:Iteration 45Q (14827.430000 sec): 3 clusters
  Score: Raw -287230.256954 + Penalty 2566.137723 = -284664.119231
  nChanged 7
		SP:Iteration 46Q (14827.600000 sec): 3 clusters
  Score: Raw -287232.837468 + Penalty 2566.137723 = -284666.699745
  nChanged 6
		SP:Iteration 47Q (14827.760000 sec): 3 clusters
  Score: Raw -287235.951121 + Penalty 2566.137723 = -284669.813398
  nChanged 8
		SP:Iteration 48Q (14827.950000 sec): 3 clusters
  Score: Raw -287240.686330 + Penalty 2566.137723 = -284674.548607
  nChanged 8
		SP:Iteration 49Q (14828.140000 sec): 3 clusters
  Score: Raw -287244.618329 + Penalty 2566.137723 = -284678.480606
  nChanged 5
		SP:Iteration 50Q (14828.320000 sec): 3 clusters
  Score: Raw -287248.009149 + Penalty 2566.137723 = -284681.871427
  nChanged 6
		SP:Iteration 51Q (14828.530000 sec): 3 clusters
  Score: Raw -287250.593916 + Penalty 2566.137723 = -284684.456193
  nChanged 2
		SP:Iteration 52Q (14828.680000 sec): 3 clusters
  Score: Raw -287251.759615 + Penalty 2566.137723 = -284685.621893
  nChanged 3
		SP:Iteration 53Q (14828.890000 sec): 3 clusters
  Score: Raw -287253.423373 + Penalty 2566.137723 = -284687.285651
  nChanged 1
		SP:Iteration 54Q (14829.080000 sec): 3 clusters
  Score: Raw -287254.196758 + Penalty 2566.137723 = -284688.059036
  nChanged 0
		SP:Iteration 55F (14829.270000 sec): 3 clusters
  Score: Raw -287254.196758 + Penalty 2566.137723 = -284688.059036
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 70 (4349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14829.400000 sec): 2 clusters
  Score: Raw -466287.762208 + Penalty 1361.376447 = -464926.385761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14829.570000 sec): 3 clusters
  Score: Raw -464058.855972 + Penalty 2722.752894 = -461336.103078
  nChanged 1745
		SP:Iteration 1F (14829.720000 sec): 3 clusters
  Score: Raw -464999.554343 + Penalty 2722.752894 = -462276.801449
  nChanged 341
		SP:Iteration 2F (14829.930000 sec): 3 clusters
  Score: Raw -465212.500361 + Penalty 2722.752894 = -462489.747467
  nChanged 256
		SP:Iteration 3F (14830.110000 sec): 3 clusters
  Score: Raw -465384.181916 + Penalty 2722.752894 = -462661.429022
  nChanged 235
		SP:Iteration 4F (14830.270000 sec): 3 clusters
  Score: Raw -465544.025257 + Penalty 2722.752894 = -462821.272363
  nChanged 224
		SP:Iteration 5F (14830.490000 sec): 3 clusters
  Score: Raw -465682.692121 + Penalty 2722.752894 = -462959.939227
  nChanged 172
		SP:Iteration 6Q (14830.650000 sec): 3 clusters
  Score: Raw -465787.113026 + Penalty 2722.752894 = -463064.360132
  nChanged 159
		SP:Iteration 7Q (14830.800000 sec): 3 clusters
  Score: Raw -465886.751024 + Penalty 2722.752894 = -463163.998130
  nChanged 139
		SP:Iteration 8Q (14831.010000 sec): 3 clusters
  Score: Raw -465968.617630 + Penalty 2722.752894 = -463245.864736
  nChanged 116
		SP:Iteration 9Q (14831.170000 sec): 3 clusters
  Score: Raw -466027.230454 + Penalty 2722.752894 = -463304.477560
  nChanged 95
		SP:Iteration 10Q (14831.330000 sec): 3 clusters
  Score: Raw -466077.825270 + Penalty 2722.752894 = -463355.072376
  nChanged 80
		SP:Iteration 11Q (14831.530000 sec): 3 clusters
  Score: Raw -466127.482623 + Penalty 2722.752894 = -463404.729729
  nChanged 80
		SP:Iteration 12Q (14831.690000 sec): 3 clusters
  Score: Raw -466183.871694 + Penalty 2722.752894 = -463461.118800
  nChanged 71
		SP:Iteration 13Q (14831.880000 sec): 3 clusters
  Score: Raw -466237.025515 + Penalty 2722.752894 = -463514.272621
  nChanged 72
		SP:Iteration 14Q (14832.080000 sec): 3 clusters
  Score: Raw -466284.594246 + Penalty 2722.752894 = -463561.841351
  nChanged 58
		SP:Iteration 15Q (14832.260000 sec): 3 clusters
  Score: Raw -466316.735269 + Penalty 2722.752894 = -463593.982375
  nChanged 55
		SP:Iteration 16Q (14832.440000 sec): 3 clusters
  Score: Raw -466349.888870 + Penalty 2722.752894 = -463627.135976
  nChanged 50
		SP:Iteration 17Q (14832.590000 sec): 3 clusters
  Score: Raw -466376.039382 + Penalty 2722.752894 = -463653.286488
  nChanged 37
		SP:Iteration 18Q (14832.770000 sec): 3 clusters
  Score: Raw -466393.584147 + Penalty 2722.752894 = -463670.831253
  nChanged 34
		SP:Iteration 19Q (14832.990000 sec): 3 clusters
  Score: Raw -466410.419852 + Penalty 2722.752894 = -463687.666958
  nChanged 34
		SP:Iteration 20F (14833.170000 sec): 3 clusters
  Score: Raw -466428.209467 + Penalty 2722.752894 = -463705.456573
  nChanged 30
		SP:Iteration 21Q (14833.330000 sec): 3 clusters
  Score: Raw -466440.701928 + Penalty 2722.752894 = -463717.949034
  nChanged 22
		SP:Iteration 22Q (14833.520000 sec): 3 clusters
  Score: Raw -466449.615271 + Penalty 2722.752894 = -463726.862376
  nChanged 17
		SP:Iteration 23Q (14833.690000 sec): 3 clusters
  Score: Raw -466457.260938 + Penalty 2722.752894 = -463734.508044
  nChanged 19
		SP:Iteration 24Q (14833.860000 sec): 3 clusters
  Score: Raw -466464.838997 + Penalty 2722.752894 = -463742.086103
  nChanged 14
		SP:Iteration 25Q (14834.040000 sec): 3 clusters
  Score: Raw -466469.938165 + Penalty 2722.752894 = -463747.185271
  nChanged 14
		SP:Iteration 26Q (14834.270000 sec): 3 clusters
  Score: Raw -466475.280842 + Penalty 2722.752894 = -463752.527948
  nChanged 11
		SP:Iteration 27Q (14834.450000 sec): 3 clusters
  Score: Raw -466478.947794 + Penalty 2722.752894 = -463756.194900
  nChanged 12
		SP:Iteration 28Q (14834.600000 sec): 3 clusters
  Score: Raw -466485.962752 + Penalty 2722.752894 = -463763.209858
  nChanged 13
		SP:Iteration 29Q (14834.810000 sec): 3 clusters
  Score: Raw -466493.478154 + Penalty 2722.752894 = -463770.725260
  nChanged 11
		SP:Iteration 30Q (14835.010000 sec): 3 clusters
  Score: Raw -466500.227508 + Penalty 2722.752894 = -463777.474614
  nChanged 10
		SP:Iteration 31Q (14835.160000 sec): 3 clusters
  Score: Raw -466505.584161 + Penalty 2722.752894 = -463782.831267
  nChanged 14
		SP:Iteration 32Q (14835.370000 sec): 3 clusters
  Score: Raw -466513.472809 + Penalty 2722.752894 = -463790.719915
  nChanged 13
		SP:Iteration 33Q (14835.530000 sec): 3 clusters
  Score: Raw -466521.196478 + Penalty 2722.752894 = -463798.443584
  nChanged 15
		SP:Iteration 34Q (14835.750000 sec): 3 clusters
  Score: Raw -466530.536016 + Penalty 2722.752894 = -463807.783122
  nChanged 13
		SP:Iteration 35Q (14835.940000 sec): 3 clusters
  Score: Raw -466537.927193 + Penalty 2722.752894 = -463815.174299
  nChanged 12
		SP:Iteration 36Q (14836.130000 sec): 3 clusters
  Score: Raw -466545.390639 + Penalty 2722.752894 = -463822.637744
  nChanged 14
		SP:Iteration 37Q (14836.330000 sec): 3 clusters
  Score: Raw -466552.752944 + Penalty 2722.752894 = -463830.000050
  nChanged 10
		SP:Iteration 38Q (14836.540000 sec): 3 clusters
  Score: Raw -466559.765984 + Penalty 2722.752894 = -463837.013089
  nChanged 16
		SP:Iteration 39Q (14836.740000 sec): 3 clusters
  Score: Raw -466568.316104 + Penalty 2722.752894 = -463845.563210
  nChanged 12
		SP:Iteration 40F (14836.950000 sec): 3 clusters
  Score: Raw -466573.224536 + Penalty 2722.752894 = -463850.471642
  nChanged 11
		SP:Iteration 41Q (14837.150000 sec): 3 clusters
  Score: Raw -466579.240196 + Penalty 2722.752894 = -463856.487302
  nChanged 10
		SP:Iteration 42Q (14837.310000 sec): 3 clusters
  Score: Raw -466584.388389 + Penalty 2722.752894 = -463861.635495
  nChanged 7
		SP:Iteration 43Q (14837.510000 sec): 3 clusters
  Score: Raw -466588.977827 + Penalty 2722.752894 = -463866.224933
  nChanged 6
		SP:Iteration 44Q (14837.740000 sec): 3 clusters
  Score: Raw -466593.067378 + Penalty 2722.752894 = -463870.314483
  nChanged 13
		SP:Iteration 45Q (14837.950000 sec): 3 clusters
  Score: Raw -466599.290813 + Penalty 2722.752894 = -463876.537919
  nChanged 8
		SP:Iteration 46Q (14838.150000 sec): 3 clusters
  Score: Raw -466603.623171 + Penalty 2722.752894 = -463880.870277
  nChanged 7
		SP:Iteration 47Q (14838.350000 sec): 3 clusters
  Score: Raw -466608.242272 + Penalty 2722.752894 = -463885.489378
  nChanged 8
		SP:Iteration 48Q (14838.540000 sec): 3 clusters
  Score: Raw -466610.462120 + Penalty 2722.752894 = -463887.709226
  nChanged 3
		SP:Iteration 49Q (14838.680000 sec): 3 clusters
  Score: Raw -466611.439458 + Penalty 2722.752894 = -463888.686564
  nChanged 1
		SP:Iteration 50Q (14838.890000 sec): 3 clusters
  Score: Raw -466611.907978 + Penalty 2722.752894 = -463889.155083
  nChanged 2
		SP:Iteration 51Q (14839.070000 sec): 3 clusters
  Score: Raw -466612.817117 + Penalty 2722.752894 = -463890.064223
  nChanged 1
		SP:Iteration 52Q (14839.270000 sec): 3 clusters
  Score: Raw -466613.672263 + Penalty 2722.752894 = -463890.919369
  nChanged 3
		SP:Iteration 53Q (14839.470000 sec): 3 clusters
  Score: Raw -466616.526291 + Penalty 2722.752894 = -463893.773397
  nChanged 6
		SP:Iteration 54Q (14839.630000 sec): 3 clusters
  Score: Raw -466620.204786 + Penalty 2722.752894 = -463897.451892
  nChanged 4
		SP:Iteration 55Q (14839.840000 sec): 3 clusters
  Score: Raw -466621.803456 + Penalty 2722.752894 = -463899.050561
  nChanged 1
		SP:Iteration 56Q (14840.020000 sec): 3 clusters
  Score: Raw -466622.146238 + Penalty 2722.752894 = -463899.393344
  nChanged 0
		SP:Iteration 57F (14840.240000 sec): 3 clusters
  Score: Raw -466622.146238 + Penalty 2722.752894 = -463899.393344
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 71 (1013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14840.320000 sec): 2 clusters
  Score: Raw -86579.251068 + Penalty 1124.609119 = -85454.641948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14840.480000 sec): 3 clusters
  Score: Raw -86243.217371 + Penalty 2249.218239 = -83993.999132
  nChanged 319
		SP:Iteration 1F (14840.630000 sec): 3 clusters
  Score: Raw -86549.975805 + Penalty 2249.218239 = -84300.757566
  nChanged 81
		SP:Iteration 2F (14840.790000 sec): 3 clusters
  Score: Raw -86651.224594 + Penalty 2249.218239 = -84402.006355
  nChanged 45
		SP:Iteration 3Q (14840.950000 sec): 3 clusters
  Score: Raw -86722.378307 + Penalty 2249.218239 = -84473.160068
  nChanged 32
		SP:Iteration 4Q (14841.120000 sec): 3 clusters
  Score: Raw -86764.103018 + Penalty 2249.218239 = -84514.884779
  nChanged 30
		SP:Iteration 5Q (14841.300000 sec): 3 clusters
  Score: Raw -86800.356930 + Penalty 2249.218239 = -84551.138691
  nChanged 30
		SP:Iteration 6Q (14841.480000 sec): 3 clusters
  Score: Raw -86837.068036 + Penalty 2249.218239 = -84587.849797
  nChanged 25
		SP:Iteration 7Q (14841.630000 sec): 3 clusters
  Score: Raw -86864.707191 + Penalty 2249.218239 = -84615.488952
  nChanged 18
		SP:Iteration 8Q (14841.750000 sec): 3 clusters
  Score: Raw -86901.112866 + Penalty 2249.218239 = -84651.894627
  nChanged 11
		SP:Iteration 9Q (14841.880000 sec): 3 clusters
  Score: Raw -86930.264122 + Penalty 2249.218239 = -84681.045883
  nChanged 12
		SP:Iteration 10Q (14842.050000 sec): 3 clusters
  Score: Raw -86951.765910 + Penalty 2249.218239 = -84702.547671
  nChanged 11
		SP:Iteration 11Q (14842.220000 sec): 3 clusters
  Score: Raw -86979.627234 + Penalty 2249.218239 = -84730.408995
  nChanged 12
		SP:Iteration 12Q (14842.400000 sec): 3 clusters
  Score: Raw -86999.489713 + Penalty 2249.218239 = -84750.271474
  nChanged 14
		SP:Iteration 13Q (14842.550000 sec): 3 clusters
  Score: Raw -87024.396107 + Penalty 2249.218239 = -84775.177868
  nChanged 17
		SP:Iteration 14Q (14842.740000 sec): 3 clusters
  Score: Raw -87045.449826 + Penalty 2249.218239 = -84796.231587
  nChanged 10
		SP:Iteration 15Q (14842.920000 sec): 3 clusters
  Score: Raw -87052.260767 + Penalty 2249.218239 = -84803.042528
  nChanged 8
		SP:Iteration 16Q (14843.090000 sec): 3 clusters
  Score: Raw -87059.875024 + Penalty 2249.218239 = -84810.656785
  nChanged 5
		SP:Iteration 17Q (14843.290000 sec): 3 clusters
  Score: Raw -87071.603963 + Penalty 2249.218239 = -84822.385724
  nChanged 8
		SP:Iteration 18Q (14843.430000 sec): 3 clusters
  Score: Raw -87084.993947 + Penalty 2249.218239 = -84835.775708
  nChanged 6
		SP:Iteration 19Q (14843.640000 sec): 3 clusters
  Score: Raw -87091.523642 + Penalty 2249.218239 = -84842.305403
  nChanged 4
		SP:Iteration 20F (14843.810000 sec): 3 clusters
  Score: Raw -87094.952930 + Penalty 2249.218239 = -84845.734691
  nChanged 1
		SP:Iteration 21Q (14843.970000 sec): 3 clusters
  Score: Raw -87095.553688 + Penalty 2249.218239 = -84846.335450
  nChanged 2
		SP:Iteration 22Q (14844.180000 sec): 3 clusters
  Score: Raw -87096.665325 + Penalty 2249.218239 = -84847.447086
  nChanged 1
		SP:Iteration 23Q (14844.330000 sec): 3 clusters
  Score: Raw -87098.024821 + Penalty 2249.218239 = -84848.806582
  nChanged 1
		SP:Iteration 24Q (14844.470000 sec): 3 clusters
  Score: Raw -87098.583889 + Penalty 2249.218239 = -84849.365650
  nChanged 2
		SP:Iteration 25Q (14844.630000 sec): 3 clusters
  Score: Raw -87099.716509 + Penalty 2249.218239 = -84850.498270
  nChanged 1
		SP:Iteration 26Q (14844.790000 sec): 3 clusters
  Score: Raw -87100.663052 + Penalty 2249.218239 = -84851.444813
  nChanged 0
		SP:Iteration 27F (14845.010000 sec): 3 clusters
  Score: Raw -87100.663052 + Penalty 2249.218239 = -84851.444813
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 72 (3112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14845.110000 sec): 2 clusters
  Score: Raw -303110.465125 + Penalty 1306.990894 = -301803.474231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14845.300000 sec): 3 clusters
  Score: Raw -301687.730564 + Penalty 2613.981788 = -299073.748776
  nChanged 1141
		SP:Iteration 1F (14845.440000 sec): 3 clusters
  Score: Raw -302380.687036 + Penalty 2613.981788 = -299766.705249
  nChanged 246
		SP:Iteration 2F (14845.640000 sec): 3 clusters
  Score: Raw -302541.590556 + Penalty 2613.981788 = -299927.608768
  nChanged 168
		SP:Iteration 3F (14845.810000 sec): 3 clusters
  Score: Raw -302650.947510 + Penalty 2613.981788 = -300036.965722
  nChanged 116
		SP:Iteration 4Q (14846.030000 sec): 3 clusters
  Score: Raw -302721.914744 + Penalty 2613.981788 = -300107.932956
  nChanged 83
		SP:Iteration 5Q (14846.190000 sec): 3 clusters
  Score: Raw -302766.243779 + Penalty 2613.981788 = -300152.261991
  nChanged 67
		SP:Iteration 6Q (14846.370000 sec): 3 clusters
  Score: Raw -302793.704580 + Penalty 2613.981788 = -300179.722792
  nChanged 53
		SP:Iteration 7Q (14846.560000 sec): 3 clusters
  Score: Raw -302817.236207 + Penalty 2613.981788 = -300203.254419
  nChanged 40
		SP:Iteration 8Q (14846.750000 sec): 3 clusters
  Score: Raw -302834.383837 + Penalty 2613.981788 = -300220.402049
  nChanged 39
		SP:Iteration 9Q (14846.950000 sec): 3 clusters
  Score: Raw -302849.423522 + Penalty 2613.981788 = -300235.441734
  nChanged 39
		SP:Iteration 10Q (14847.160000 sec): 3 clusters
  Score: Raw -302863.374025 + Penalty 2613.981788 = -300249.392237
  nChanged 28
		SP:Iteration 11Q (14847.320000 sec): 3 clusters
  Score: Raw -302872.181523 + Penalty 2613.981788 = -300258.199735
  nChanged 27
		SP:Iteration 12Q (14847.530000 sec): 3 clusters
  Score: Raw -302881.838302 + Penalty 2613.981788 = -300267.856515
  nChanged 30
		SP:Iteration 13Q (14847.710000 sec): 3 clusters
  Score: Raw -302891.875221 + Penalty 2613.981788 = -300277.893433
  nChanged 21
		SP:Iteration 14Q (14847.860000 sec): 3 clusters
  Score: Raw -302901.942071 + Penalty 2613.981788 = -300287.960283
  nChanged 28
		SP:Iteration 15Q (14848.020000 sec): 3 clusters
  Score: Raw -302915.203252 + Penalty 2613.981788 = -300301.221464
  nChanged 29
		SP:Iteration 16Q (14848.220000 sec): 3 clusters
  Score: Raw -302932.329084 + Penalty 2613.981788 = -300318.347297
  nChanged 37
		SP:Iteration 17Q (14848.390000 sec): 3 clusters
  Score: Raw -302955.636192 + Penalty 2613.981788 = -300341.654404
  nChanged 47
		SP:Iteration 18Q (14848.600000 sec): 3 clusters
  Score: Raw -302985.924304 + Penalty 2613.981788 = -300371.942516
  nChanged 44
		SP:Iteration 19Q (14848.740000 sec): 3 clusters
  Score: Raw -303017.385231 + Penalty 2613.981788 = -300403.403444
  nChanged 40
		SP:Iteration 20F (14848.900000 sec): 3 clusters
  Score: Raw -303037.754837 + Penalty 2613.981788 = -300423.773049
  nChanged 30
		SP:Iteration 21Q (14849.090000 sec): 3 clusters
  Score: Raw -303051.719680 + Penalty 2613.981788 = -300437.737892
  nChanged 24
		SP:Iteration 22Q (14849.250000 sec): 3 clusters
  Score: Raw -303064.562830 + Penalty 2613.981788 = -300450.581042
  nChanged 22
		SP:Iteration 23Q (14849.400000 sec): 3 clusters
  Score: Raw -303075.212068 + Penalty 2613.981788 = -300461.230280
  nChanged 20
		SP:Iteration 24Q (14849.540000 sec): 3 clusters
  Score: Raw -303085.207997 + Penalty 2613.981788 = -300471.226209
  nChanged 16
		SP:Iteration 25Q (14849.720000 sec): 3 clusters
  Score: Raw -303094.203214 + Penalty 2613.981788 = -300480.221426
  nChanged 10
		SP:Iteration 26Q (14849.880000 sec): 3 clusters
  Score: Raw -303101.435558 + Penalty 2613.981788 = -300487.453770
  nChanged 17
		SP:Iteration 27Q (14850.080000 sec): 3 clusters
  Score: Raw -303112.172751 + Penalty 2613.981788 = -300498.190963
  nChanged 16
		SP:Iteration 28Q (14850.250000 sec): 3 clusters
  Score: Raw -303124.021354 + Penalty 2613.981788 = -300510.039566
  nChanged 21
		SP:Iteration 29Q (14850.400000 sec): 3 clusters
  Score: Raw -303137.799875 + Penalty 2613.981788 = -300523.818088
  nChanged 19
		SP:Iteration 30Q (14850.550000 sec): 3 clusters
  Score: Raw -303147.115591 + Penalty 2613.981788 = -300533.133803
  nChanged 15
		SP:Iteration 31Q (14850.700000 sec): 3 clusters
  Score: Raw -303154.719253 + Penalty 2613.981788 = -300540.737465
  nChanged 16
		SP:Iteration 32Q (14850.850000 sec): 3 clusters
  Score: Raw -303161.854345 + Penalty 2613.981788 = -300547.872557
  nChanged 17
		SP:Iteration 33Q (14851.010000 sec): 3 clusters
  Score: Raw -303168.648607 + Penalty 2613.981788 = -300554.666819
  nChanged 10
		SP:Iteration 34Q (14851.150000 sec): 3 clusters
  Score: Raw -303172.748263 + Penalty 2613.981788 = -300558.766476
  nChanged 8
		SP:Iteration 35Q (14851.360000 sec): 3 clusters
  Score: Raw -303175.790878 + Penalty 2613.981788 = -300561.809090
  nChanged 6
		SP:Iteration 36Q (14851.520000 sec): 3 clusters
  Score: Raw -303179.251485 + Penalty 2613.981788 = -300565.269697
  nChanged 11
		SP:Iteration 37Q (14851.680000 sec): 3 clusters
  Score: Raw -303184.215719 + Penalty 2613.981788 = -300570.233931
  nChanged 17
		SP:Iteration 38Q (14851.820000 sec): 3 clusters
  Score: Raw -303193.574122 + Penalty 2613.981788 = -300579.592335
  nChanged 21
		SP:Iteration 39Q (14851.980000 sec): 3 clusters
  Score: Raw -303205.829984 + Penalty 2613.981788 = -300591.848196
  nChanged 15
		SP:Iteration 40F (14852.190000 sec): 3 clusters
  Score: Raw -303215.000413 + Penalty 2613.981788 = -300601.018626
  nChanged 12
		SP:Iteration 41Q (14852.350000 sec): 3 clusters
  Score: Raw -303221.808037 + Penalty 2613.981788 = -300607.826249
  nChanged 16
		SP:Iteration 42Q (14852.510000 sec): 3 clusters
  Score: Raw -303231.566819 + Penalty 2613.981788 = -300617.585031
  nChanged 16
		SP:Iteration 43Q (14852.670000 sec): 3 clusters
  Score: Raw -303241.138173 + Penalty 2613.981788 = -300627.156385
  nChanged 9
		SP:Iteration 44Q (14852.830000 sec): 3 clusters
  Score: Raw -303245.605467 + Penalty 2613.981788 = -300631.623679
  nChanged 11
		SP:Iteration 45Q (14852.990000 sec): 3 clusters
  Score: Raw -303252.173562 + Penalty 2613.981788 = -300638.191774
  nChanged 12
		SP:Iteration 46Q (14853.150000 sec): 3 clusters
  Score: Raw -303258.722240 + Penalty 2613.981788 = -300644.740453
  nChanged 9
		SP:Iteration 47Q (14853.330000 sec): 3 clusters
  Score: Raw -303263.588133 + Penalty 2613.981788 = -300649.606346
  nChanged 6
		SP:Iteration 48Q (14853.490000 sec): 3 clusters
  Score: Raw -303269.207386 + Penalty 2613.981788 = -300655.225598
  nChanged 7
		SP:Iteration 49Q (14853.690000 sec): 3 clusters
  Score: Raw -303273.047662 + Penalty 2613.981788 = -300659.065874
  nChanged 4
		SP:Iteration 50Q (14853.850000 sec): 3 clusters
  Score: Raw -303275.724606 + Penalty 2613.981788 = -300661.742818
  nChanged 2
		SP:Iteration 51Q (14854.020000 sec): 3 clusters
  Score: Raw -303276.434819 + Penalty 2613.981788 = -300662.453031
  nChanged 1
		SP:Iteration 52Q (14854.210000 sec): 3 clusters
  Score: Raw -303277.219300 + Penalty 2613.981788 = -300663.237512
  nChanged 1
		SP:Iteration 53Q (14854.390000 sec): 3 clusters
  Score: Raw -303277.646941 + Penalty 2613.981788 = -300663.665153
  nChanged 2
		SP:Iteration 54Q (14854.580000 sec): 3 clusters
  Score: Raw -303279.163207 + Penalty 2613.981788 = -300665.181419
  nChanged 2
		SP:Iteration 55Q (14854.790000 sec): 3 clusters
  Score: Raw -303279.908306 + Penalty 2613.981788 = -300665.926518
  nChanged 3
		SP:Iteration 56Q (14854.980000 sec): 3 clusters
  Score: Raw -303281.333834 + Penalty 2613.981788 = -300667.352047
  nChanged 3
		SP:Iteration 57Q (14855.150000 sec): 3 clusters
  Score: Raw -303283.163874 + Penalty 2613.981788 = -300669.182086
  nChanged 4
		SP:Iteration 58Q (14855.330000 sec): 3 clusters
  Score: Raw -303284.523310 + Penalty 2613.981788 = -300670.541522
  nChanged 4
		SP:Iteration 59Q (14855.520000 sec): 3 clusters
  Score: Raw -303286.753376 + Penalty 2613.981788 = -300672.771588
  nChanged 3
		SP:Iteration 60F (14855.710000 sec): 3 clusters
  Score: Raw -303289.370896 + Penalty 2613.981788 = -300675.389108
  nChanged 5
		SP:Iteration 61Q (14855.840000 sec): 3 clusters
  Score: Raw -303292.598813 + Penalty 2613.981788 = -300678.617026
  nChanged 8
		SP:Iteration 62Q (14856.040000 sec): 3 clusters
  Score: Raw -303296.861373 + Penalty 2613.981788 = -300682.879586
  nChanged 8
		SP:Iteration 63Q (14856.210000 sec): 3 clusters
  Score: Raw -303304.205497 + Penalty 2613.981788 = -300690.223709
  nChanged 10
		SP:Iteration 64Q (14856.370000 sec): 3 clusters
  Score: Raw -303312.954328 + Penalty 2613.981788 = -300698.972540
  nChanged 13
		SP:Iteration 65Q (14856.550000 sec): 3 clusters
  Score: Raw -303319.964461 + Penalty 2613.981788 = -300705.982673
  nChanged 11
		SP:Iteration 66Q (14856.760000 sec): 3 clusters
  Score: Raw -303325.136320 + Penalty 2613.981788 = -300711.154532
  nChanged 2
		SP:Iteration 67Q (14856.940000 sec): 3 clusters
  Score: Raw -303326.020366 + Penalty 2613.981788 = -300712.038578
  nChanged 0
		SP:Iteration 68F (14857.110000 sec): 3 clusters
  Score: Raw -303326.020366 + Penalty 2613.981788 = -300712.038578
  nChanged 0
Iteration 179Q (14921.320000 sec): 74 clusters
  Score: Raw -107692989.081856 + Penalty 165031.315925 = -107527957.765930
  nChanged 1405
Iteration 180F (15054.420000 sec): 74 clusters
  Score: Raw -107693339.856921 + Penalty 165031.315925 = -107528308.540996
  nChanged 1356
Iteration 181Q (15135.330000 sec): 74 clusters
  Score: Raw -107693498.030628 + Penalty 165031.315925 = -107528466.714703
  nChanged 944
Iteration 182Q (15209.580000 sec): 74 clusters
  Score: Raw -107693572.440598 + Penalty 165031.315925 = -107528541.124673
  nChanged 811
Iteration 183Q (15288.960000 sec): 74 clusters
  Score: Raw -107693625.596102 + Penalty 165031.315925 = -107528594.280177
  nChanged 720
Iteration 184Q (15369.600000 sec): 74 clusters
  Score: Raw -107693667.450925 + Penalty 165031.315925 = -107528636.134999
  nChanged 688
Iteration 185Q (15455.030000 sec): 74 clusters
  Score: Raw -107693700.540621 + Penalty 165031.315925 = -107528669.224695
  nChanged 652
Iteration 186Q (15533.340000 sec): 74 clusters
  Score: Raw -107693732.662760 + Penalty 165031.315925 = -107528701.346835
  nChanged 578
Iteration 187Q (15620.650000 sec): 74 clusters
  Score: Raw -107693759.244846 + Penalty 165031.315925 = -107528727.928921
  nChanged 555
Iteration 188Q (15706.000000 sec): 74 clusters
  Score: Raw -107693782.363616 + Penalty 165031.315925 = -107528751.047691
  nChanged 513
Iteration 189Q (15787.540000 sec): 74 clusters
  Score: Raw -107693803.324677 + Penalty 165031.315925 = -107528772.008752
  nChanged 430
Iteration 190Q (15863.680000 sec): 74 clusters
  Score: Raw -107693821.061947 + Penalty 165031.315925 = -107528789.746022
  nChanged 421
Iteration 191Q (15943.280000 sec): 74 clusters
  Score: Raw -107693835.376296 + Penalty 165031.315925 = -107528804.060371
  nChanged 372
Iteration 192Q (16021.710000 sec): 74 clusters
  Score: Raw -107693851.555136 + Penalty 165031.315925 = -107528820.239211
  nChanged 343
Iteration 193Q (16098.300000 sec): 74 clusters
  Score: Raw -107693863.354389 + Penalty 165031.315925 = -107528832.038464
  nChanged 329
Iteration 194Q (16177.820000 sec): 74 clusters
  Score: Raw -107693875.038884 + Penalty 165031.315925 = -107528843.722958
  nChanged 330
Iteration 195Q (16258.160000 sec): 74 clusters
  Score: Raw -107693886.702036 + Penalty 165031.315925 = -107528855.386110
  nChanged 307
Iteration 196Q (16331.960000 sec): 74 clusters
  Score: Raw -107693897.948370 + Penalty 165031.315925 = -107528866.632445
  nChanged 309
Iteration 197Q (16414.990000 sec): 74 clusters
  Score: Raw -107693908.728434 + Penalty 165031.315925 = -107528877.412509
  nChanged 283
Iteration 198Q (16487.650000 sec): 74 clusters
  Score: Raw -107693918.489770 + Penalty 165031.315925 = -107528887.173845
  nChanged 264
Iteration 199Q (16563.430000 sec): 74 clusters
  Score: Raw -107693926.869036 + Penalty 165031.315925 = -107528895.553111
  nChanged 280
Iteration 200F (16701.400000 sec): 74 clusters
  Score: Raw -107693936.791422 + Penalty 165031.315925 = -107528905.475497
  nChanged 283
Iteration 201Q (16788.970000 sec): 74 clusters
  Score: Raw -107693945.754233 + Penalty 165031.315925 = -107528914.438307
  nChanged 276
Iteration 202Q (16873.200000 sec): 74 clusters
  Score: Raw -107693953.970220 + Penalty 165031.315925 = -107528922.654295
  nChanged 276
Iteration 203Q (16948.190000 sec): 74 clusters
  Score: Raw -107693962.107046 + Penalty 165031.315925 = -107528930.791120
  nChanged 261
Iteration 204Q (17023.940000 sec): 74 clusters
  Score: Raw -107693970.803512 + Penalty 165031.315925 = -107528939.487586
  nChanged 283
Iteration 205Q (17104.570000 sec): 74 clusters
  Score: Raw -107693979.708196 + Penalty 165031.315925 = -107528948.392271
  nChanged 259
Iteration 206Q (17178.220000 sec): 74 clusters
  Score: Raw -107693986.616724 + Penalty 165031.315925 = -107528955.300799
  nChanged 238
Iteration 207Q (17254.240000 sec): 74 clusters
  Score: Raw -107693994.045659 + Penalty 165031.315925 = -107528962.729734
  nChanged 256
Iteration 208Q (17329.140000 sec): 74 clusters
  Score: Raw -107694002.720901 + Penalty 165031.315925 = -107528971.404976
  nChanged 266
Iteration 209Q (17409.340000 sec): 74 clusters
  Score: Raw -107694011.414284 + Penalty 165031.315925 = -107528980.098359
  nChanged 249
Iteration 210Q (17490.850000 sec): 74 clusters
  Score: Raw -107694019.895581 + Penalty 165031.315925 = -107528988.579656
  nChanged 259
Iteration 211Q (17571.670000 sec): 74 clusters
  Score: Raw -107694029.268212 + Penalty 165031.315925 = -107528997.952287
  nChanged 242
Iteration 212Q (17647.740000 sec): 74 clusters
  Score: Raw -107694037.157940 + Penalty 165031.315925 = -107529005.842015
  nChanged 244
Iteration 213Q (17722.790000 sec): 74 clusters
  Score: Raw -107694044.725289 + Penalty 165031.315925 = -107529013.409364
  nChanged 250
Iteration 214Q (17803.470000 sec): 74 clusters
  Score: Raw -107694053.026611 + Penalty 165031.315925 = -107529021.710686
  nChanged 268
Iteration 215Q (17889.840000 sec): 74 clusters
  Score: Raw -107694063.195022 + Penalty 165031.315925 = -107529031.879097
  nChanged 272
Iteration 216Q (17977.450000 sec): 74 clusters
  Score: Raw -107694071.860618 + Penalty 165031.315925 = -107529040.544693
  nChanged 275
Iteration 217Q (18059.910000 sec): 74 clusters
  Score: Raw -107694081.236560 + Penalty 165031.315925 = -107529049.920635
  nChanged 249
Iteration 218Q (18140.900000 sec): 74 clusters
  Score: Raw -107694089.067731 + Penalty 165031.315925 = -107529057.751805
  nChanged 238
Writing temp clu file 
Because OldScore, -107529049.920635, is greater than current (better) Score,-107529057.751805 
 Compute initial score before splitting:   Score: Raw -107694089.067731 + Penalty 165031.315925 = -107529057.751805
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (130839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18141.920000 sec): 2 clusters
  Score: Raw -12538978.405242 + Penalty 1914.529961 = -12537063.875281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18142.800000 sec): 3 clusters
  Score: Raw -12453591.303883 + Penalty 3829.059923 = -12449762.243960
  nChanged 62884
		SP:Iteration 1F (18143.610000 sec): 3 clusters
  Score: Raw -12491832.649686 + Penalty 3829.059923 = -12488003.589763
  nChanged 6732
		SP:Iteration 2F (18144.500000 sec): 3 clusters
  Score: Raw -12494799.072802 + Penalty 3829.059923 = -12490970.012879
  nChanged 7923
		SP:Iteration 3F (18145.340000 sec): 3 clusters
  Score: Raw -12499129.822235 + Penalty 3829.059923 = -12495300.762313
  nChanged 8990
		SP:Iteration 4F (18146.170000 sec): 3 clusters
  Score: Raw -12504943.052376 + Penalty 3829.059923 = -12501113.992454
  nChanged 9411
		SP:Iteration 5F (18146.920000 sec): 3 clusters
  Score: Raw -12512131.392279 + Penalty 3829.059923 = -12508302.332357
  nChanged 8530
		SP:Iteration 6F (18147.770000 sec): 3 clusters
  Score: Raw -12519343.881500 + Penalty 3829.059923 = -12515514.821577
  nChanged 6897
		SP:Iteration 7F (18148.630000 sec): 3 clusters
  Score: Raw -12525013.219215 + Penalty 3829.059923 = -12521184.159292
  nChanged 5052
		SP:Iteration 8Q (18149.500000 sec): 3 clusters
  Score: Raw -12528518.177982 + Penalty 3829.059923 = -12524689.118059
  nChanged 3515
		SP:Iteration 9Q (18150.260000 sec): 3 clusters
  Score: Raw -12530584.825121 + Penalty 3829.059923 = -12526755.765198
  nChanged 2722
		SP:Iteration 10Q (18150.890000 sec): 3 clusters
  Score: Raw -12532005.745607 + Penalty 3829.059923 = -12528176.685685
  nChanged 2325
		SP:Iteration 11Q (18151.920000 sec): 3 clusters
  Score: Raw -12533155.522662 + Penalty 3829.059923 = -12529326.462739
  nChanged 2106
		SP:Iteration 12Q (18152.820000 sec): 3 clusters
  Score: Raw -12534187.053090 + Penalty 3829.059923 = -12530357.993168
  nChanged 1900
		SP:Iteration 13Q (18153.780000 sec): 3 clusters
  Score: Raw -12535114.340863 + Penalty 3829.059923 = -12531285.280941
  nChanged 1635
		SP:Iteration 14Q (18154.540000 sec): 3 clusters
  Score: Raw -12535934.602874 + Penalty 3829.059923 = -12532105.542951
  nChanged 1501
		SP:Iteration 15Q (18155.350000 sec): 3 clusters
  Score: Raw -12536697.856341 + Penalty 3829.059923 = -12532868.796418
  nChanged 1222
		SP:Iteration 16Q (18155.990000 sec): 3 clusters
  Score: Raw -12537328.640299 + Penalty 3829.059923 = -12533499.580376
  nChanged 1063
		SP:Iteration 17Q (18156.810000 sec): 3 clusters
  Score: Raw -12537872.906745 + Penalty 3829.059923 = -12534043.846822
  nChanged 855
		SP:Iteration 18Q (18157.690000 sec): 3 clusters
  Score: Raw -12538327.446622 + Penalty 3829.059923 = -12534498.386699
  nChanged 679
		SP:Iteration 19Q (18158.450000 sec): 3 clusters
  Score: Raw -12538694.493091 + Penalty 3829.059923 = -12534865.433169
  nChanged 491
		SP:Iteration 20F (18159.200000 sec): 3 clusters
  Score: Raw -12538948.804435 + Penalty 3829.059923 = -12535119.744513
  nChanged 339
		SP:Iteration 21Q (18159.900000 sec): 3 clusters
  Score: Raw -12539120.413990 + Penalty 3829.059923 = -12535291.354067
  nChanged 242
		SP:Iteration 22Q (18160.660000 sec): 3 clusters
  Score: Raw -12539244.260005 + Penalty 3829.059923 = -12535415.200082
  nChanged 193
		SP:Iteration 23Q (18161.380000 sec): 3 clusters
  Score: Raw -12539342.522912 + Penalty 3829.059923 = -12535513.462990
  nChanged 142
		SP:Iteration 24Q (18162.110000 sec): 3 clusters
  Score: Raw -12539426.210981 + Penalty 3829.059923 = -12535597.151058
  nChanged 131
		SP:Iteration 25Q (18162.830000 sec): 3 clusters
  Score: Raw -12539496.178152 + Penalty 3829.059923 = -12535667.118230
  nChanged 92
		SP:Iteration 26Q (18163.530000 sec): 3 clusters
  Score: Raw -12539537.312993 + Penalty 3829.059923 = -12535708.253071
  nChanged 91
		SP:Iteration 27Q (18164.190000 sec): 3 clusters
  Score: Raw -12539577.793165 + Penalty 3829.059923 = -12535748.733243
  nChanged 72
		SP:Iteration 28Q (18164.970000 sec): 3 clusters
  Score: Raw -12539616.078409 + Penalty 3829.059923 = -12535787.018486
  nChanged 62
		SP:Iteration 29Q (18165.640000 sec): 3 clusters
  Score: Raw -12539648.712575 + Penalty 3829.059923 = -12535819.652653
  nChanged 58
		SP:Iteration 30Q (18166.310000 sec): 3 clusters
  Score: Raw -12539672.333376 + Penalty 3829.059923 = -12535843.273453
  nChanged 49
		SP:Iteration 31Q (18167.020000 sec): 3 clusters
  Score: Raw -12539693.841914 + Penalty 3829.059923 = -12535864.781991
  nChanged 47
		SP:Iteration 32Q (18167.690000 sec): 3 clusters
  Score: Raw -12539713.598567 + Penalty 3829.059923 = -12535884.538645
  nChanged 40
		SP:Iteration 33Q (18168.330000 sec): 3 clusters
  Score: Raw -12539729.661428 + Penalty 3829.059923 = -12535900.601505
  nChanged 30
		SP:Iteration 34Q (18169.000000 sec): 3 clusters
  Score: Raw -12539741.342264 + Penalty 3829.059923 = -12535912.282341
  nChanged 17
		SP:Iteration 35Q (18169.780000 sec): 3 clusters
  Score: Raw -12539748.982613 + Penalty 3829.059923 = -12535919.922691
  nChanged 18
		SP:Iteration 36Q (18170.440000 sec): 3 clusters
  Score: Raw -12539754.149652 + Penalty 3829.059923 = -12535925.089729
  nChanged 12
		SP:Iteration 37Q (18171.170000 sec): 3 clusters
  Score: Raw -12539758.308220 + Penalty 3829.059923 = -12535929.248297
  nChanged 8
		SP:Iteration 38Q (18171.880000 sec): 3 clusters
  Score: Raw -12539760.633718 + Penalty 3829.059923 = -12535931.573796
  nChanged 6
		SP:Iteration 39Q (18172.550000 sec): 3 clusters
  Score: Raw -12539761.974508 + Penalty 3829.059923 = -12535932.914585
  nChanged 6
		SP:Iteration 40F (18173.290000 sec): 3 clusters
  Score: Raw -12539765.440522 + Penalty 3829.059923 = -12535936.380600
  nChanged 6
		SP:Iteration 41Q (18174.020000 sec): 3 clusters
  Score: Raw -12539767.051873 + Penalty 3829.059923 = -12535937.991950
  nChanged 5
		SP:Iteration 42Q (18174.730000 sec): 3 clusters
  Score: Raw -12539768.031836 + Penalty 3829.059923 = -12535938.971913
  nChanged 2
		SP:Iteration 43Q (18175.480000 sec): 3 clusters
  Score: Raw -12539768.923717 + Penalty 3829.059923 = -12535939.863794
  nChanged 6
		SP:Iteration 44Q (18176.150000 sec): 3 clusters
  Score: Raw -12539770.625019 + Penalty 3829.059923 = -12535941.565096
  nChanged 5
		SP:Iteration 45Q (18176.790000 sec): 3 clusters
  Score: Raw -12539771.951307 + Penalty 3829.059923 = -12535942.891384
  nChanged 7
		SP:Iteration 46Q (18177.520000 sec): 3 clusters
  Score: Raw -12539774.016679 + Penalty 3829.059923 = -12535944.956756
  nChanged 7
		SP:Iteration 47Q (18178.240000 sec): 3 clusters
  Score: Raw -12539776.438525 + Penalty 3829.059923 = -12535947.378602
  nChanged 10
		SP:Iteration 48Q (18179.080000 sec): 3 clusters
  Score: Raw -12539778.464353 + Penalty 3829.059923 = -12535949.404430
  nChanged 4
		SP:Iteration 49Q (18179.900000 sec): 3 clusters
  Score: Raw -12539779.654759 + Penalty 3829.059923 = -12535950.594837
  nChanged 5
		SP:Iteration 50Q (18180.790000 sec): 3 clusters
  Score: Raw -12539782.029734 + Penalty 3829.059923 = -12535952.969812
  nChanged 6
		SP:Iteration 51Q (18181.700000 sec): 3 clusters
  Score: Raw -12539785.310164 + Penalty 3829.059923 = -12535956.250241
  nChanged 8
		SP:Iteration 52Q (18182.640000 sec): 3 clusters
  Score: Raw -12539787.652916 + Penalty 3829.059923 = -12535958.592994
  nChanged 5
		SP:Iteration 53Q (18183.570000 sec): 3 clusters
  Score: Raw -12539788.645857 + Penalty 3829.059923 = -12535959.585935
  nChanged 4
		SP:Iteration 54Q (18184.430000 sec): 3 clusters
  Score: Raw -12539789.488186 + Penalty 3829.059923 = -12535960.428264
  nChanged 4
		SP:Iteration 55Q (18185.210000 sec): 3 clusters
  Score: Raw -12539790.357359 + Penalty 3829.059923 = -12535961.297436
  nChanged 2
		SP:Iteration 56Q (18185.930000 sec): 3 clusters
  Score: Raw -12539791.179805 + Penalty 3829.059923 = -12535962.119882
  nChanged 3
		SP:Iteration 57Q (18186.610000 sec): 3 clusters
  Score: Raw -12539792.921896 + Penalty 3829.059923 = -12535963.861973
  nChanged 6
		SP:Iteration 58Q (18187.290000 sec): 3 clusters
  Score: Raw -12539794.733221 + Penalty 3829.059923 = -12535965.673298
  nChanged 6
		SP:Iteration 59Q (18188.020000 sec): 3 clusters
  Score: Raw -12539796.659780 + Penalty 3829.059923 = -12535967.599858
  nChanged 4
		SP:Iteration 60F (18188.830000 sec): 3 clusters
  Score: Raw -12539797.923178 + Penalty 3829.059923 = -12535968.863256
  nChanged 7
		SP:Iteration 61Q (18189.510000 sec): 3 clusters
  Score: Raw -12539799.743890 + Penalty 3829.059923 = -12535970.683968
  nChanged 3
		SP:Iteration 62Q (18190.170000 sec): 3 clusters
  Score: Raw -12539800.367351 + Penalty 3829.059923 = -12535971.307429
  nChanged 3
		SP:Iteration 63Q (18190.890000 sec): 3 clusters
  Score: Raw -12539801.030205 + Penalty 3829.059923 = -12535971.970283
  nChanged 2
		SP:Iteration 64Q (18191.600000 sec): 3 clusters
  Score: Raw -12539802.053887 + Penalty 3829.059923 = -12535972.993964
  nChanged 5
		SP:Iteration 65Q (18192.270000 sec): 3 clusters
  Score: Raw -12539804.403055 + Penalty 3829.059923 = -12535975.343133
  nChanged 6
		SP:Iteration 66Q (18192.930000 sec): 3 clusters
  Score: Raw -12539805.940607 + Penalty 3829.059923 = -12535976.880685
  nChanged 8
		SP:Iteration 67Q (18193.580000 sec): 3 clusters
  Score: Raw -12539808.376456 + Penalty 3829.059923 = -12535979.316534
  nChanged 10
		SP:Iteration 68Q (18194.220000 sec): 3 clusters
  Score: Raw -12539811.376838 + Penalty 3829.059923 = -12535982.316916
  nChanged 11
		SP:Iteration 69Q (18194.890000 sec): 3 clusters
  Score: Raw -12539814.091770 + Penalty 3829.059923 = -12535985.031848
  nChanged 10
		SP:Iteration 70Q (18195.570000 sec): 3 clusters
  Score: Raw -12539816.735177 + Penalty 3829.059923 = -12535987.675255
  nChanged 8
		SP:Iteration 71Q (18196.320000 sec): 3 clusters
  Score: Raw -12539820.034530 + Penalty 3829.059923 = -12535990.974607
  nChanged 13
		SP:Iteration 72Q (18197.100000 sec): 3 clusters
  Score: Raw -12539823.364360 + Penalty 3829.059923 = -12535994.304437
  nChanged 7
		SP:Iteration 73Q (18197.840000 sec): 3 clusters
  Score: Raw -12539824.859296 + Penalty 3829.059923 = -12535995.799374
  nChanged 3
		SP:Iteration 74Q (18198.520000 sec): 3 clusters
  Score: Raw -12539825.412979 + Penalty 3829.059923 = -12535996.353056
  nChanged 1
		SP:Iteration 75Q (18199.210000 sec): 3 clusters
  Score: Raw -12539825.567805 + Penalty 3829.059923 = -12535996.507882
  nChanged 2
		SP:Iteration 76Q (18199.910000 sec): 3 clusters
  Score: Raw -12539825.909144 + Penalty 3829.059923 = -12535996.849221
  nChanged 3
		SP:Iteration 77Q (18200.650000 sec): 3 clusters
  Score: Raw -12539827.070815 + Penalty 3829.059923 = -12535998.010892
  nChanged 5
		SP:Iteration 78Q (18201.360000 sec): 3 clusters
  Score: Raw -12539828.750959 + Penalty 3829.059923 = -12535999.691036
  nChanged 2
		SP:Iteration 79Q (18202.090000 sec): 3 clusters
  Score: Raw -12539829.260671 + Penalty 3829.059923 = -12536000.200748
  nChanged 5
		SP:Iteration 80F (18202.860000 sec): 3 clusters
  Score: Raw -12539830.669071 + Penalty 3829.059923 = -12536001.609149
  nChanged 3
		SP:Iteration 81Q (18203.550000 sec): 3 clusters
  Score: Raw -12539831.314295 + Penalty 3829.059923 = -12536002.254372
  nChanged 1
		SP:Iteration 82Q (18204.240000 sec): 3 clusters
  Score: Raw -12539831.473206 + Penalty 3829.059923 = -12536002.413283
  nChanged 1
		SP:Iteration 83Q (18204.890000 sec): 3 clusters
  Score: Raw -12539831.659072 + Penalty 3829.059923 = -12536002.599149
  nChanged 2
		SP:Iteration 84Q (18205.520000 sec): 3 clusters
  Score: Raw -12539832.092598 + Penalty 3829.059923 = -12536003.032676
  nChanged 5
		SP:Iteration 85Q (18206.220000 sec): 3 clusters
  Score: Raw -12539833.122518 + Penalty 3829.059923 = -12536004.062596
  nChanged 3
		SP:Iteration 86Q (18206.910000 sec): 3 clusters
  Score: Raw -12539833.680512 + Penalty 3829.059923 = -12536004.620589
  nChanged 1
		SP:Iteration 87Q (18207.600000 sec): 3 clusters
  Score: Raw -12539833.785250 + Penalty 3829.059923 = -12536004.725327
  nChanged 1
		SP:Iteration 88Q (18208.470000 sec): 3 clusters
  Score: Raw -12539834.101793 + Penalty 3829.059923 = -12536005.041871
  nChanged 1
		SP:Iteration 89Q (18209.550000 sec): 3 clusters
  Score: Raw -12539834.390437 + Penalty 3829.059923 = -12536005.330514
  nChanged 0
		SP:Iteration 90F (18210.400000 sec): 3 clusters
  Score: Raw -12539834.390437 + Penalty 3829.059923 = -12536005.330514
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 2 (2218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18210.530000 sec): 2 clusters
  Score: Raw -212511.772239 + Penalty 1251.958690 = -211259.813549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18210.750000 sec): 3 clusters
  Score: Raw -211564.782673 + Penalty 2503.917380 = -209060.865293
  nChanged 818
		SP:Iteration 1F (18210.980000 sec): 3 clusters
  Score: Raw -212057.423431 + Penalty 2503.917380 = -209553.506051
  nChanged 153
		SP:Iteration 2F (18211.160000 sec): 3 clusters
  Score: Raw -212178.276623 + Penalty 2503.917380 = -209674.359243
  nChanged 114
		SP:Iteration 3F (18211.420000 sec): 3 clusters
  Score: Raw -212247.624514 + Penalty 2503.917380 = -209743.707135
  nChanged 68
		SP:Iteration 4Q (18211.570000 sec): 3 clusters
  Score: Raw -212286.085715 + Penalty 2503.917380 = -209782.168335
  nChanged 49
		SP:Iteration 5Q (18211.710000 sec): 3 clusters
  Score: Raw -212311.933276 + Penalty 2503.917380 = -209808.015897
  nChanged 44
		SP:Iteration 6Q (18211.840000 sec): 3 clusters
  Score: Raw -212335.540357 + Penalty 2503.917380 = -209831.622978
  nChanged 35
		SP:Iteration 7Q (18211.970000 sec): 3 clusters
  Score: Raw -212361.058024 + Penalty 2503.917380 = -209857.140645
  nChanged 50
		SP:Iteration 8Q (18212.110000 sec): 3 clusters
  Score: Raw -212394.162957 + Penalty 2503.917380 = -209890.245578
  nChanged 47
		SP:Iteration 9Q (18212.240000 sec): 3 clusters
  Score: Raw -212434.806931 + Penalty 2503.917380 = -209930.889551
  nChanged 57
		SP:Iteration 10Q (18212.370000 sec): 3 clusters
  Score: Raw -212492.356081 + Penalty 2503.917380 = -209988.438702
  nChanged 66
		SP:Iteration 11Q (18212.500000 sec): 3 clusters
  Score: Raw -212551.909750 + Penalty 2503.917380 = -210047.992370
  nChanged 72
		SP:Iteration 12Q (18212.630000 sec): 3 clusters
  Score: Raw -212629.238496 + Penalty 2503.917380 = -210125.321116
  nChanged 76
		SP:Iteration 13Q (18212.770000 sec): 3 clusters
  Score: Raw -212733.003706 + Penalty 2503.917380 = -210229.086326
  nChanged 87
		SP:Iteration 14Q (18212.900000 sec): 3 clusters
  Score: Raw -212888.411497 + Penalty 2503.917380 = -210384.494117
  nChanged 84
		SP:Iteration 15Q (18213.030000 sec): 3 clusters
  Score: Raw -213030.018805 + Penalty 2503.917380 = -210526.101425
  nChanged 75
		SP:Iteration 16Q (18213.160000 sec): 3 clusters
  Score: Raw -213135.799476 + Penalty 2503.917380 = -210631.882097
  nChanged 61
		SP:Iteration 17Q (18213.290000 sec): 3 clusters
  Score: Raw -213220.106481 + Penalty 2503.917380 = -210716.189102
  nChanged 49
		SP:Iteration 18Q (18213.430000 sec): 3 clusters
  Score: Raw -213304.035999 + Penalty 2503.917380 = -210800.118620
  nChanged 54
		SP:Iteration 19Q (18213.560000 sec): 3 clusters
  Score: Raw -213403.662537 + Penalty 2503.917380 = -210899.745157
  nChanged 47
		SP:Iteration 20F (18213.690000 sec): 3 clusters
  Score: Raw -213470.931288 + Penalty 2503.917380 = -210967.013908
  nChanged 30
		SP:Iteration 21Q (18213.820000 sec): 3 clusters
  Score: Raw -213509.084453 + Penalty 2503.917380 = -211005.167074
  nChanged 20
		SP:Iteration 22Q (18213.950000 sec): 3 clusters
  Score: Raw -213531.878462 + Penalty 2503.917380 = -211027.961083
  nChanged 15
		SP:Iteration 23Q (18214.090000 sec): 3 clusters
  Score: Raw -213546.567940 + Penalty 2503.917380 = -211042.650560
  nChanged 9
		SP:Iteration 24Q (18214.220000 sec): 3 clusters
  Score: Raw -213553.668827 + Penalty 2503.917380 = -211049.751448
  nChanged 5
		SP:Iteration 25Q (18214.370000 sec): 3 clusters
  Score: Raw -213556.614444 + Penalty 2503.917380 = -211052.697064
  nChanged 2
		SP:Iteration 26Q (18214.580000 sec): 3 clusters
  Score: Raw -213557.439872 + Penalty 2503.917380 = -211053.522492
  nChanged 2
		SP:Iteration 27Q (18214.730000 sec): 3 clusters
  Score: Raw -213557.975721 + Penalty 2503.917380 = -211054.058341
  nChanged 2
		SP:Iteration 28Q (18214.930000 sec): 3 clusters
  Score: Raw -213558.935293 + Penalty 2503.917380 = -211055.017914
  nChanged 1
		SP:Iteration 29Q (18215.140000 sec): 3 clusters
  Score: Raw -213559.179052 + Penalty 2503.917380 = -211055.261672
  nChanged 1
		SP:Iteration 30Q (18215.330000 sec): 3 clusters
  Score: Raw -213559.421231 + Penalty 2503.917380 = -211055.503851
  nChanged 0
		SP:Iteration 31F (18215.490000 sec): 3 clusters
  Score: Raw -213559.421231 + Penalty 2503.917380 = -211055.503851
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 3 (8947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18215.590000 sec): 2 clusters
  Score: Raw -940853.474604 + Penalty 1478.599453 = -939374.875151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18215.840000 sec): 3 clusters
  Score: Raw -935853.974219 + Penalty 2957.198907 = -932896.775312
  nChanged 3818
		SP:Iteration 1F (18216.040000 sec): 3 clusters
  Score: Raw -937909.220956 + Penalty 2957.198907 = -934952.022049
  nChanged 526
		SP:Iteration 2F (18216.290000 sec): 3 clusters
  Score: Raw -938168.773926 + Penalty 2957.198907 = -935211.575019
  nChanged 491
		SP:Iteration 3F (18216.570000 sec): 3 clusters
  Score: Raw -938427.597324 + Penalty 2957.198907 = -935470.398417
  nChanged 483
		SP:Iteration 4F (18216.800000 sec): 3 clusters
  Score: Raw -938702.695082 + Penalty 2957.198907 = -935745.496175
  nChanged 515
		SP:Iteration 5F (18217.050000 sec): 3 clusters
  Score: Raw -939032.776342 + Penalty 2957.198907 = -936075.577435
  nChanged 527
		SP:Iteration 6F (18217.270000 sec): 3 clusters
  Score: Raw -939370.427718 + Penalty 2957.198907 = -936413.228811
  nChanged 529
		SP:Iteration 7F (18217.530000 sec): 3 clusters
  Score: Raw -939703.814408 + Penalty 2957.198907 = -936746.615501
  nChanged 462
		SP:Iteration 8F (18217.800000 sec): 3 clusters
  Score: Raw -939978.703465 + Penalty 2957.198907 = -937021.504558
  nChanged 391
		SP:Iteration 9Q (18218.010000 sec): 3 clusters
  Score: Raw -940208.147809 + Penalty 2957.198907 = -937250.948902
  nChanged 332
		SP:Iteration 10Q (18218.240000 sec): 3 clusters
  Score: Raw -940430.880227 + Penalty 2957.198907 = -937473.681321
  nChanged 289
		SP:Iteration 11Q (18218.530000 sec): 3 clusters
  Score: Raw -940645.765086 + Penalty 2957.198907 = -937688.566179
  nChanged 274
		SP:Iteration 12Q (18218.780000 sec): 3 clusters
  Score: Raw -940892.851024 + Penalty 2957.198907 = -937935.652117
  nChanged 240
		SP:Iteration 13Q (18219.050000 sec): 3 clusters
  Score: Raw -941120.557341 + Penalty 2957.198907 = -938163.358434
  nChanged 206
		SP:Iteration 14Q (18219.260000 sec): 3 clusters
  Score: Raw -941340.882914 + Penalty 2957.198907 = -938383.684008
  nChanged 202
		SP:Iteration 15Q (18219.490000 sec): 3 clusters
  Score: Raw -941488.457583 + Penalty 2957.198907 = -938531.258676
  nChanged 127
		SP:Iteration 16Q (18219.660000 sec): 3 clusters
  Score: Raw -941551.472935 + Penalty 2957.198907 = -938594.274028
  nChanged 82
		SP:Iteration 17Q (18219.900000 sec): 3 clusters
  Score: Raw -941585.761657 + Penalty 2957.198907 = -938628.562750
  nChanged 51
		SP:Iteration 18Q (18220.170000 sec): 3 clusters
  Score: Raw -941602.245962 + Penalty 2957.198907 = -938645.047055
  nChanged 32
		SP:Iteration 19Q (18220.370000 sec): 3 clusters
  Score: Raw -941611.022018 + Penalty 2957.198907 = -938653.823111
  nChanged 23
		SP:Iteration 20F (18220.620000 sec): 3 clusters
  Score: Raw -941616.712434 + Penalty 2957.198907 = -938659.513527
  nChanged 13
		SP:Iteration 21Q (18220.820000 sec): 3 clusters
  Score: Raw -941619.425963 + Penalty 2957.198907 = -938662.227056
  nChanged 13
		SP:Iteration 22Q (18221.030000 sec): 3 clusters
  Score: Raw -941622.181356 + Penalty 2957.198907 = -938664.982449
  nChanged 10
		SP:Iteration 23Q (18221.230000 sec): 3 clusters
  Score: Raw -941624.179364 + Penalty 2957.198907 = -938666.980457
  nChanged 9
		SP:Iteration 24Q (18221.460000 sec): 3 clusters
  Score: Raw -941625.730987 + Penalty 2957.198907 = -938668.532080
  nChanged 7
		SP:Iteration 25Q (18221.680000 sec): 3 clusters
  Score: Raw -941627.437482 + Penalty 2957.198907 = -938670.238575
  nChanged 3
		SP:Iteration 26Q (18221.900000 sec): 3 clusters
  Score: Raw -941627.881649 + Penalty 2957.198907 = -938670.682742
  nChanged 2
		SP:Iteration 27Q (18222.130000 sec): 3 clusters
  Score: Raw -941627.953535 + Penalty 2957.198907 = -938670.754628
  nChanged 0
		SP:Iteration 28F (18222.340000 sec): 3 clusters
  Score: Raw -941627.953535 + Penalty 2957.198907 = -938670.754628
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 4 (3209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18222.470000 sec): 2 clusters
  Score: Raw -298010.807488 + Penalty 1311.978629 = -296698.828859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18222.700000 sec): 3 clusters
  Score: Raw -296409.613871 + Penalty 2623.957258 = -293785.656613
  nChanged 1222
		SP:Iteration 1F (18222.850000 sec): 3 clusters
  Score: Raw -297126.035678 + Penalty 2623.957258 = -294502.078420
  nChanged 278
		SP:Iteration 2F (18223.060000 sec): 3 clusters
  Score: Raw -297342.346060 + Penalty 2623.957258 = -294718.388802
  nChanged 220
		SP:Iteration 3F (18223.190000 sec): 3 clusters
  Score: Raw -297489.809422 + Penalty 2623.957258 = -294865.852164
  nChanged 171
		SP:Iteration 4F (18223.380000 sec): 3 clusters
  Score: Raw -297616.690304 + Penalty 2623.957258 = -294992.733046
  nChanged 159
		SP:Iteration 5Q (18223.530000 sec): 3 clusters
  Score: Raw -297718.696843 + Penalty 2623.957258 = -295094.739585
  nChanged 129
		SP:Iteration 6Q (18223.680000 sec): 3 clusters
  Score: Raw -297796.168925 + Penalty 2623.957258 = -295172.211666
  nChanged 101
		SP:Iteration 7Q (18223.830000 sec): 3 clusters
  Score: Raw -297863.860346 + Penalty 2623.957258 = -295239.903087
  nChanged 93
		SP:Iteration 8Q (18224.030000 sec): 3 clusters
  Score: Raw -297916.704969 + Penalty 2623.957258 = -295292.747711
  nChanged 53
		SP:Iteration 9Q (18224.210000 sec): 3 clusters
  Score: Raw -297937.581148 + Penalty 2623.957258 = -295313.623889
  nChanged 33
		SP:Iteration 10Q (18224.390000 sec): 3 clusters
  Score: Raw -297951.975587 + Penalty 2623.957258 = -295328.018329
  nChanged 39
		SP:Iteration 11Q (18224.620000 sec): 3 clusters
  Score: Raw -297969.776183 + Penalty 2623.957258 = -295345.818925
  nChanged 31
		SP:Iteration 12Q (18224.810000 sec): 3 clusters
  Score: Raw -297988.696626 + Penalty 2623.957258 = -295364.739367
  nChanged 34
		SP:Iteration 13Q (18224.980000 sec): 3 clusters
  Score: Raw -298010.333479 + Penalty 2623.957258 = -295386.376221
  nChanged 34
		SP:Iteration 14Q (18225.130000 sec): 3 clusters
  Score: Raw -298027.279991 + Penalty 2623.957258 = -295403.322732
  nChanged 32
		SP:Iteration 15Q (18225.310000 sec): 3 clusters
  Score: Raw -298045.090838 + Penalty 2623.957258 = -295421.133580
  nChanged 30
		SP:Iteration 16Q (18225.530000 sec): 3 clusters
  Score: Raw -298059.578268 + Penalty 2623.957258 = -295435.621010
  nChanged 25
		SP:Iteration 17Q (18225.700000 sec): 3 clusters
  Score: Raw -298071.628831 + Penalty 2623.957258 = -295447.671572
  nChanged 26
		SP:Iteration 18Q (18225.920000 sec): 3 clusters
  Score: Raw -298083.675880 + Penalty 2623.957258 = -295459.718621
  nChanged 22
		SP:Iteration 19Q (18226.080000 sec): 3 clusters
  Score: Raw -298093.959191 + Penalty 2623.957258 = -295470.001933
  nChanged 16
		SP:Iteration 20F (18226.260000 sec): 3 clusters
  Score: Raw -298100.997466 + Penalty 2623.957258 = -295477.040208
  nChanged 15
		SP:Iteration 21Q (18226.430000 sec): 3 clusters
  Score: Raw -298106.694757 + Penalty 2623.957258 = -295482.737499
  nChanged 12
		SP:Iteration 22Q (18226.620000 sec): 3 clusters
  Score: Raw -298111.071443 + Penalty 2623.957258 = -295487.114184
  nChanged 8
		SP:Iteration 23Q (18226.770000 sec): 3 clusters
  Score: Raw -298113.425953 + Penalty 2623.957258 = -295489.468695
  nChanged 3
		SP:Iteration 24Q (18226.940000 sec): 3 clusters
  Score: Raw -298114.294088 + Penalty 2623.957258 = -295490.336830
  nChanged 2
		SP:Iteration 25Q (18227.080000 sec): 3 clusters
  Score: Raw -298115.117100 + Penalty 2623.957258 = -295491.159842
  nChanged 3
		SP:Iteration 26Q (18227.220000 sec): 3 clusters
  Score: Raw -298116.458295 + Penalty 2623.957258 = -295492.501037
  nChanged 4
		SP:Iteration 27Q (18227.380000 sec): 3 clusters
  Score: Raw -298118.470625 + Penalty 2623.957258 = -295494.513367
  nChanged 7
		SP:Iteration 28Q (18227.550000 sec): 3 clusters
  Score: Raw -298120.817817 + Penalty 2623.957258 = -295496.860559
  nChanged 3
		SP:Iteration 29Q (18227.750000 sec): 3 clusters
  Score: Raw -298122.563212 + Penalty 2623.957258 = -295498.605953
  nChanged 5
		SP:Iteration 30Q (18227.940000 sec): 3 clusters
  Score: Raw -298124.470914 + Penalty 2623.957258 = -295500.513656
  nChanged 6
		SP:Iteration 31Q (18228.110000 sec): 3 clusters
  Score: Raw -298127.125817 + Penalty 2623.957258 = -295503.168559
  nChanged 2
		SP:Iteration 32Q (18228.280000 sec): 3 clusters
  Score: Raw -298127.704057 + Penalty 2623.957258 = -295503.746798
  nChanged 2
		SP:Iteration 33Q (18228.460000 sec): 3 clusters
  Score: Raw -298128.163167 + Penalty 2623.957258 = -295504.205908
  nChanged 1
		SP:Iteration 34Q (18228.650000 sec): 3 clusters
  Score: Raw -298128.747694 + Penalty 2623.957258 = -295504.790436
  nChanged 2
		SP:Iteration 35Q (18228.840000 sec): 3 clusters
  Score: Raw -298129.384135 + Penalty 2623.957258 = -295505.426877
  nChanged 4
		SP:Iteration 36Q (18228.980000 sec): 3 clusters
  Score: Raw -298130.361963 + Penalty 2623.957258 = -295506.404705
  nChanged 5
		SP:Iteration 37Q (18229.160000 sec): 3 clusters
  Score: Raw -298132.344428 + Penalty 2623.957258 = -295508.387169
  nChanged 3
		SP:Iteration 38Q (18229.300000 sec): 3 clusters
  Score: Raw -298133.892192 + Penalty 2623.957258 = -295509.934933
  nChanged 4
		SP:Iteration 39Q (18229.510000 sec): 3 clusters
  Score: Raw -298136.307776 + Penalty 2623.957258 = -295512.350518
  nChanged 9
		SP:Iteration 40F (18229.720000 sec): 3 clusters
  Score: Raw -298140.748495 + Penalty 2623.957258 = -295516.791236
  nChanged 11
		SP:Iteration 41Q (18229.930000 sec): 3 clusters
  Score: Raw -298144.877653 + Penalty 2623.957258 = -295520.920395
  nChanged 9
		SP:Iteration 42Q (18230.160000 sec): 3 clusters
  Score: Raw -298149.150523 + Penalty 2623.957258 = -295525.193264
  nChanged 11
		SP:Iteration 43Q (18230.350000 sec): 3 clusters
  Score: Raw -298153.777270 + Penalty 2623.957258 = -295529.820012
  nChanged 4
		SP:Iteration 44Q (18230.570000 sec): 3 clusters
  Score: Raw -298156.428412 + Penalty 2623.957258 = -295532.471153
  nChanged 6
		SP:Iteration 45Q (18230.760000 sec): 3 clusters
  Score: Raw -298159.947677 + Penalty 2623.957258 = -295535.990419
  nChanged 8
		SP:Iteration 46Q (18230.960000 sec): 3 clusters
  Score: Raw -298164.163872 + Penalty 2623.957258 = -295540.206613
  nChanged 7
		SP:Iteration 47Q (18231.160000 sec): 3 clusters
  Score: Raw -298167.686909 + Penalty 2623.957258 = -295543.729651
  nChanged 6
		SP:Iteration 48Q (18231.380000 sec): 3 clusters
  Score: Raw -298170.151601 + Penalty 2623.957258 = -295546.194342
  nChanged 5
		SP:Iteration 49Q (18231.600000 sec): 3 clusters
  Score: Raw -298171.463592 + Penalty 2623.957258 = -295547.506334
  nChanged 5
		SP:Iteration 50Q (18231.770000 sec): 3 clusters
  Score: Raw -298173.060546 + Penalty 2623.957258 = -295549.103288
  nChanged 6
		SP:Iteration 51Q (18231.950000 sec): 3 clusters
  Score: Raw -298174.819837 + Penalty 2623.957258 = -295550.862579
  nChanged 4
		SP:Iteration 52Q (18232.140000 sec): 3 clusters
  Score: Raw -298176.641217 + Penalty 2623.957258 = -295552.683959
  nChanged 2
		SP:Iteration 53Q (18232.400000 sec): 3 clusters
  Score: Raw -298177.380661 + Penalty 2623.957258 = -295553.423403
  nChanged 1
		SP:Iteration 54Q (18232.580000 sec): 3 clusters
  Score: Raw -298177.643887 + Penalty 2623.957258 = -295553.686629
  nChanged 0
		SP:Iteration 55F (18232.770000 sec): 3 clusters
  Score: Raw -298177.643887 + Penalty 2623.957258 = -295553.686629
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 5 (5328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18232.900000 sec): 2 clusters
  Score: Raw -496730.924099 + Penalty 1394.368822 = -495336.555277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18233.080000 sec): 3 clusters
  Score: Raw -493928.413441 + Penalty 2788.737644 = -491139.675797
  nChanged 2212
		SP:Iteration 1F (18233.300000 sec): 3 clusters
  Score: Raw -495198.827856 + Penalty 2788.737644 = -492410.090213
  nChanged 425
		SP:Iteration 2F (18233.510000 sec): 3 clusters
  Score: Raw -495455.753995 + Penalty 2788.737644 = -492667.016351
  nChanged 326
		SP:Iteration 3F (18233.750000 sec): 3 clusters
  Score: Raw -495656.614327 + Penalty 2788.737644 = -492867.876683
  nChanged 287
		SP:Iteration 4F (18233.930000 sec): 3 clusters
  Score: Raw -495839.958712 + Penalty 2788.737644 = -493051.221068
  nChanged 249
		SP:Iteration 5Q (18234.130000 sec): 3 clusters
  Score: Raw -495997.609151 + Penalty 2788.737644 = -493208.871507
  nChanged 216
		SP:Iteration 6Q (18234.290000 sec): 3 clusters
  Score: Raw -496134.448112 + Penalty 2788.737644 = -493345.710468
  nChanged 234
		SP:Iteration 7Q (18234.470000 sec): 3 clusters
  Score: Raw -496332.011544 + Penalty 2788.737644 = -493543.273900
  nChanged 250
		SP:Iteration 8Q (18234.650000 sec): 3 clusters
  Score: Raw -496556.491608 + Penalty 2788.737644 = -493767.753964
  nChanged 272
		SP:Iteration 9F (18234.850000 sec): 3 clusters
  Score: Raw -496839.488081 + Penalty 2788.737644 = -494050.750437
  nChanged 262
		SP:Iteration 10Q (18235.030000 sec): 3 clusters
  Score: Raw -497131.046702 + Penalty 2788.737644 = -494342.309058
  nChanged 249
		SP:Iteration 11Q (18235.210000 sec): 3 clusters
  Score: Raw -497412.531984 + Penalty 2788.737644 = -494623.794340
  nChanged 209
		SP:Iteration 12Q (18235.450000 sec): 3 clusters
  Score: Raw -497653.412339 + Penalty 2788.737644 = -494864.674695
  nChanged 166
		SP:Iteration 13Q (18235.630000 sec): 3 clusters
  Score: Raw -497844.101204 + Penalty 2788.737644 = -495055.363560
  nChanged 106
		SP:Iteration 14Q (18235.830000 sec): 3 clusters
  Score: Raw -497954.333170 + Penalty 2788.737644 = -495165.595526
  nChanged 89
		SP:Iteration 15Q (18235.990000 sec): 3 clusters
  Score: Raw -498028.928481 + Penalty 2788.737644 = -495240.190837
  nChanged 37
		SP:Iteration 16Q (18236.220000 sec): 3 clusters
  Score: Raw -498046.689403 + Penalty 2788.737644 = -495257.951759
  nChanged 24
		SP:Iteration 17Q (18236.430000 sec): 3 clusters
  Score: Raw -498056.762682 + Penalty 2788.737644 = -495268.025038
  nChanged 19
		SP:Iteration 18Q (18236.620000 sec): 3 clusters
  Score: Raw -498063.054510 + Penalty 2788.737644 = -495274.316866
  nChanged 9
		SP:Iteration 19Q (18236.850000 sec): 3 clusters
  Score: Raw -498064.487930 + Penalty 2788.737644 = -495275.750286
  nChanged 1
		SP:Iteration 20F (18237.080000 sec): 3 clusters
  Score: Raw -498064.633056 + Penalty 2788.737644 = -495275.895412
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 6 (21550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18237.250000 sec): 2 clusters
  Score: Raw -2295639.112669 + Penalty 1621.446303 = -2294017.666366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18237.570000 sec): 3 clusters
  Score: Raw -2282674.640116 + Penalty 3242.892606 = -2279431.747510
  nChanged 9781
		SP:Iteration 1F (18237.810000 sec): 3 clusters
  Score: Raw -2288167.406398 + Penalty 3242.892606 = -2284924.513792
  nChanged 1248
		SP:Iteration 2F (18238.140000 sec): 3 clusters
  Score: Raw -2288731.239278 + Penalty 3242.892606 = -2285488.346672
  nChanged 1223
		SP:Iteration 3F (18238.490000 sec): 3 clusters
  Score: Raw -2289322.975259 + Penalty 3242.892606 = -2286080.082653
  nChanged 1327
		SP:Iteration 4F (18238.780000 sec): 3 clusters
  Score: Raw -2290099.264834 + Penalty 3242.892606 = -2286856.372228
  nChanged 1524
		SP:Iteration 5F (18239.060000 sec): 3 clusters
  Score: Raw -2291149.574551 + Penalty 3242.892606 = -2287906.681945
  nChanged 1572
		SP:Iteration 6F (18239.290000 sec): 3 clusters
  Score: Raw -2292302.331673 + Penalty 3242.892606 = -2289059.439067
  nChanged 1352
		SP:Iteration 7F (18239.610000 sec): 3 clusters
  Score: Raw -2293233.142731 + Penalty 3242.892606 = -2289990.250125
  nChanged 1061
		SP:Iteration 8Q (18239.870000 sec): 3 clusters
  Score: Raw -2293882.121043 + Penalty 3242.892606 = -2290639.228436
  nChanged 773
		SP:Iteration 9Q (18240.180000 sec): 3 clusters
  Score: Raw -2294299.287649 + Penalty 3242.892606 = -2291056.395043
  nChanged 602
		SP:Iteration 10Q (18240.550000 sec): 3 clusters
  Score: Raw -2294612.382686 + Penalty 3242.892606 = -2291369.490080
  nChanged 482
		SP:Iteration 11Q (18240.840000 sec): 3 clusters
  Score: Raw -2294832.538544 + Penalty 3242.892606 = -2291589.645938
  nChanged 384
		SP:Iteration 12Q (18241.160000 sec): 3 clusters
  Score: Raw -2295000.411024 + Penalty 3242.892606 = -2291757.518418
  nChanged 338
		SP:Iteration 13Q (18241.430000 sec): 3 clusters
  Score: Raw -2295147.703837 + Penalty 3242.892606 = -2291904.811231
  nChanged 284
		SP:Iteration 14Q (18241.690000 sec): 3 clusters
  Score: Raw -2295280.625804 + Penalty 3242.892606 = -2292037.733198
  nChanged 257
		SP:Iteration 15Q (18242.000000 sec): 3 clusters
  Score: Raw -2295389.863790 + Penalty 3242.892606 = -2292146.971184
  nChanged 210
		SP:Iteration 16Q (18242.280000 sec): 3 clusters
  Score: Raw -2295473.842825 + Penalty 3242.892606 = -2292230.950219
  nChanged 180
		SP:Iteration 17Q (18242.520000 sec): 3 clusters
  Score: Raw -2295551.837661 + Penalty 3242.892606 = -2292308.945055
  nChanged 147
		SP:Iteration 18Q (18242.790000 sec): 3 clusters
  Score: Raw -2295617.663409 + Penalty 3242.892606 = -2292374.770803
  nChanged 136
		SP:Iteration 19Q (18243.090000 sec): 3 clusters
  Score: Raw -2295676.442009 + Penalty 3242.892606 = -2292433.549403
  nChanged 113
		SP:Iteration 20F (18243.370000 sec): 3 clusters
  Score: Raw -2295727.950728 + Penalty 3242.892606 = -2292485.058122
  nChanged 103
		SP:Iteration 21Q (18243.670000 sec): 3 clusters
  Score: Raw -2295774.707664 + Penalty 3242.892606 = -2292531.815058
  nChanged 90
		SP:Iteration 22Q (18243.990000 sec): 3 clusters
  Score: Raw -2295811.751351 + Penalty 3242.892606 = -2292568.858745
  nChanged 60
		SP:Iteration 23Q (18244.350000 sec): 3 clusters
  Score: Raw -2295831.407428 + Penalty 3242.892606 = -2292588.514822
  nChanged 50
		SP:Iteration 24Q (18244.570000 sec): 3 clusters
  Score: Raw -2295850.099150 + Penalty 3242.892606 = -2292607.206544
  nChanged 48
		SP:Iteration 25Q (18244.850000 sec): 3 clusters
  Score: Raw -2295867.330078 + Penalty 3242.892606 = -2292624.437472
  nChanged 37
		SP:Iteration 26Q (18245.090000 sec): 3 clusters
  Score: Raw -2295884.552512 + Penalty 3242.892606 = -2292641.659906
  nChanged 28
		SP:Iteration 27Q (18245.370000 sec): 3 clusters
  Score: Raw -2295895.955886 + Penalty 3242.892606 = -2292653.063280
  nChanged 26
		SP:Iteration 28Q (18245.590000 sec): 3 clusters
  Score: Raw -2295903.816952 + Penalty 3242.892606 = -2292660.924346
  nChanged 16
		SP:Iteration 29Q (18245.820000 sec): 3 clusters
  Score: Raw -2295909.350000 + Penalty 3242.892606 = -2292666.457394
  nChanged 17
		SP:Iteration 30Q (18246.030000 sec): 3 clusters
  Score: Raw -2295915.239556 + Penalty 3242.892606 = -2292672.346950
  nChanged 21
		SP:Iteration 31Q (18246.260000 sec): 3 clusters
  Score: Raw -2295924.694026 + Penalty 3242.892606 = -2292681.801420
  nChanged 24
		SP:Iteration 32Q (18246.540000 sec): 3 clusters
  Score: Raw -2295933.398355 + Penalty 3242.892606 = -2292690.505749
  nChanged 21
		SP:Iteration 33Q (18246.810000 sec): 3 clusters
  Score: Raw -2295942.570536 + Penalty 3242.892606 = -2292699.677930
  nChanged 25
		SP:Iteration 34Q (18247.040000 sec): 3 clusters
  Score: Raw -2295951.216961 + Penalty 3242.892606 = -2292708.324355
  nChanged 18
		SP:Iteration 35Q (18247.310000 sec): 3 clusters
  Score: Raw -2295957.891331 + Penalty 3242.892606 = -2292714.998725
  nChanged 16
		SP:Iteration 36Q (18247.580000 sec): 3 clusters
  Score: Raw -2295964.131555 + Penalty 3242.892606 = -2292721.238949
  nChanged 14
		SP:Iteration 37Q (18247.900000 sec): 3 clusters
  Score: Raw -2295968.833944 + Penalty 3242.892606 = -2292725.941338
  nChanged 11
		SP:Iteration 38Q (18248.180000 sec): 3 clusters
  Score: Raw -2295971.747339 + Penalty 3242.892606 = -2292728.854733
  nChanged 6
		SP:Iteration 39Q (18248.480000 sec): 3 clusters
  Score: Raw -2295974.329374 + Penalty 3242.892606 = -2292731.436768
  nChanged 8
		SP:Iteration 40F (18248.800000 sec): 3 clusters
  Score: Raw -2295977.106738 + Penalty 3242.892606 = -2292734.214132
  nChanged 5
		SP:Iteration 41Q (18249.090000 sec): 3 clusters
  Score: Raw -2295978.964192 + Penalty 3242.892606 = -2292736.071586
  nChanged 9
		SP:Iteration 42Q (18249.390000 sec): 3 clusters
  Score: Raw -2295981.750307 + Penalty 3242.892606 = -2292738.857701
  nChanged 6
		SP:Iteration 43Q (18249.700000 sec): 3 clusters
  Score: Raw -2295984.375512 + Penalty 3242.892606 = -2292741.482906
  nChanged 7
		SP:Iteration 44Q (18249.970000 sec): 3 clusters
  Score: Raw -2295987.280290 + Penalty 3242.892606 = -2292744.387684
  nChanged 8
		SP:Iteration 45Q (18250.330000 sec): 3 clusters
  Score: Raw -2295990.391247 + Penalty 3242.892606 = -2292747.498641
  nChanged 3
		SP:Iteration 46Q (18250.560000 sec): 3 clusters
  Score: Raw -2295991.946021 + Penalty 3242.892606 = -2292749.053415
  nChanged 4
		SP:Iteration 47Q (18250.810000 sec): 3 clusters
  Score: Raw -2295993.725196 + Penalty 3242.892606 = -2292750.832590
  nChanged 0
		SP:Iteration 48F (18251.130000 sec): 3 clusters
  Score: Raw -2295993.725196 + Penalty 3242.892606 = -2292750.832590
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 7 (12601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18251.230000 sec): 2 clusters
  Score: Raw -1229802.997300 + Penalty 1534.248861 = -1228268.748438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18251.460000 sec): 3 clusters
  Score: Raw -1222597.156798 + Penalty 3068.497723 = -1219528.659075
  nChanged 5527
		SP:Iteration 1F (18251.740000 sec): 3 clusters
  Score: Raw -1225945.379465 + Penalty 3068.497723 = -1222876.881742
  nChanged 935
		SP:Iteration 2F (18252.030000 sec): 3 clusters
  Score: Raw -1226481.449114 + Penalty 3068.497723 = -1223412.951391
  nChanged 820
		SP:Iteration 3F (18252.290000 sec): 3 clusters
  Score: Raw -1227009.456614 + Penalty 3068.497723 = -1223940.958891
  nChanged 812
		SP:Iteration 4F (18252.540000 sec): 3 clusters
  Score: Raw -1227558.150857 + Penalty 3068.497723 = -1224489.653134
  nChanged 785
		SP:Iteration 5F (18252.770000 sec): 3 clusters
  Score: Raw -1228093.543882 + Penalty 3068.497723 = -1225025.046159
  nChanged 681
		SP:Iteration 6F (18253.000000 sec): 3 clusters
  Score: Raw -1228508.531353 + Penalty 3068.497723 = -1225440.033630
  nChanged 553
		SP:Iteration 7Q (18253.280000 sec): 3 clusters
  Score: Raw -1228862.962625 + Penalty 3068.497723 = -1225794.464902
  nChanged 454
		SP:Iteration 8Q (18253.500000 sec): 3 clusters
  Score: Raw -1229119.896176 + Penalty 3068.497723 = -1226051.398453
  nChanged 376
		SP:Iteration 9Q (18253.720000 sec): 3 clusters
  Score: Raw -1229330.696971 + Penalty 3068.497723 = -1226262.199248
  nChanged 341
		SP:Iteration 10Q (18253.960000 sec): 3 clusters
  Score: Raw -1229520.721651 + Penalty 3068.497723 = -1226452.223929
  nChanged 278
		SP:Iteration 11Q (18254.180000 sec): 3 clusters
  Score: Raw -1229675.956230 + Penalty 3068.497723 = -1226607.458507
  nChanged 241
		SP:Iteration 12Q (18254.480000 sec): 3 clusters
  Score: Raw -1229787.331739 + Penalty 3068.497723 = -1226718.834017
  nChanged 193
		SP:Iteration 13Q (18254.660000 sec): 3 clusters
  Score: Raw -1229879.713509 + Penalty 3068.497723 = -1226811.215786
  nChanged 172
		SP:Iteration 14Q (18254.900000 sec): 3 clusters
  Score: Raw -1229954.928540 + Penalty 3068.497723 = -1226886.430818
  nChanged 141
		SP:Iteration 15Q (18255.160000 sec): 3 clusters
  Score: Raw -1230016.506877 + Penalty 3068.497723 = -1226948.009154
  nChanged 144
		SP:Iteration 16Q (18255.360000 sec): 3 clusters
  Score: Raw -1230082.599498 + Penalty 3068.497723 = -1227014.101775
  nChanged 130
		SP:Iteration 17Q (18255.600000 sec): 3 clusters
  Score: Raw -1230148.527029 + Penalty 3068.497723 = -1227080.029306
  nChanged 121
		SP:Iteration 18Q (18255.820000 sec): 3 clusters
  Score: Raw -1230199.878831 + Penalty 3068.497723 = -1227131.381108
  nChanged 103
		SP:Iteration 19Q (18256.080000 sec): 3 clusters
  Score: Raw -1230232.216158 + Penalty 3068.497723 = -1227163.718435
  nChanged 67
		SP:Iteration 20F (18256.320000 sec): 3 clusters
  Score: Raw -1230255.762219 + Penalty 3068.497723 = -1227187.264496
  nChanged 52
		SP:Iteration 21Q (18256.560000 sec): 3 clusters
  Score: Raw -1230274.908903 + Penalty 3068.497723 = -1227206.411180
  nChanged 55
		SP:Iteration 22Q (18256.780000 sec): 3 clusters
  Score: Raw -1230295.668234 + Penalty 3068.497723 = -1227227.170511
  nChanged 43
		SP:Iteration 23Q (18257.000000 sec): 3 clusters
  Score: Raw -1230308.434347 + Penalty 3068.497723 = -1227239.936624
  nChanged 40
		SP:Iteration 24Q (18257.260000 sec): 3 clusters
  Score: Raw -1230319.218833 + Penalty 3068.497723 = -1227250.721110
  nChanged 24
		SP:Iteration 25Q (18257.480000 sec): 3 clusters
  Score: Raw -1230325.310233 + Penalty 3068.497723 = -1227256.812510
  nChanged 31
		SP:Iteration 26Q (18257.770000 sec): 3 clusters
  Score: Raw -1230333.166141 + Penalty 3068.497723 = -1227264.668418
  nChanged 24
		SP:Iteration 27Q (18257.990000 sec): 3 clusters
  Score: Raw -1230342.983191 + Penalty 3068.497723 = -1227274.485468
  nChanged 26
		SP:Iteration 28Q (18258.320000 sec): 3 clusters
  Score: Raw -1230351.650279 + Penalty 3068.497723 = -1227283.152556
  nChanged 15
		SP:Iteration 29Q (18258.530000 sec): 3 clusters
  Score: Raw -1230356.903031 + Penalty 3068.497723 = -1227288.405308
  nChanged 10
		SP:Iteration 30Q (18258.810000 sec): 3 clusters
  Score: Raw -1230360.398762 + Penalty 3068.497723 = -1227291.901039
  nChanged 12
		SP:Iteration 31Q (18259.040000 sec): 3 clusters
  Score: Raw -1230363.214128 + Penalty 3068.497723 = -1227294.716405
  nChanged 8
		SP:Iteration 32Q (18259.280000 sec): 3 clusters
  Score: Raw -1230365.275723 + Penalty 3068.497723 = -1227296.778000
  nChanged 5
		SP:Iteration 33Q (18259.570000 sec): 3 clusters
  Score: Raw -1230366.812349 + Penalty 3068.497723 = -1227298.314627
  nChanged 4
		SP:Iteration 34Q (18259.780000 sec): 3 clusters
  Score: Raw -1230367.796961 + Penalty 3068.497723 = -1227299.299238
  nChanged 5
		SP:Iteration 35Q (18260.020000 sec): 3 clusters
  Score: Raw -1230369.419503 + Penalty 3068.497723 = -1227300.921780
  nChanged 6
		SP:Iteration 36Q (18260.240000 sec): 3 clusters
  Score: Raw -1230370.783637 + Penalty 3068.497723 = -1227302.285914
  nChanged 5
		SP:Iteration 37Q (18260.470000 sec): 3 clusters
  Score: Raw -1230371.958128 + Penalty 3068.497723 = -1227303.460405
  nChanged 5
		SP:Iteration 38Q (18260.690000 sec): 3 clusters
  Score: Raw -1230372.912197 + Penalty 3068.497723 = -1227304.414474
  nChanged 6
		SP:Iteration 39Q (18260.960000 sec): 3 clusters
  Score: Raw -1230374.444541 + Penalty 3068.497723 = -1227305.946818
  nChanged 5
		SP:Iteration 40F (18261.190000 sec): 3 clusters
  Score: Raw -1230375.600446 + Penalty 3068.497723 = -1227307.102723
  nChanged 6
		SP:Iteration 41Q (18261.400000 sec): 3 clusters
  Score: Raw -1230378.127320 + Penalty 3068.497723 = -1227309.629598
  nChanged 9
		SP:Iteration 42Q (18261.690000 sec): 3 clusters
  Score: Raw -1230381.325600 + Penalty 3068.497723 = -1227312.827877
  nChanged 11
		SP:Iteration 43Q (18261.890000 sec): 3 clusters
  Score: Raw -1230386.233794 + Penalty 3068.497723 = -1227317.736071
  nChanged 14
		SP:Iteration 44Q (18262.130000 sec): 3 clusters
  Score: Raw -1230390.003830 + Penalty 3068.497723 = -1227321.506107
  nChanged 13
		SP:Iteration 45Q (18262.390000 sec): 3 clusters
  Score: Raw -1230393.429899 + Penalty 3068.497723 = -1227324.932176
  nChanged 7
		SP:Iteration 46Q (18262.560000 sec): 3 clusters
  Score: Raw -1230395.343829 + Penalty 3068.497723 = -1227326.846106
  nChanged 5
		SP:Iteration 47Q (18262.790000 sec): 3 clusters
  Score: Raw -1230396.318920 + Penalty 3068.497723 = -1227327.821197
  nChanged 4
		SP:Iteration 48Q (18262.980000 sec): 3 clusters
  Score: Raw -1230397.918579 + Penalty 3068.497723 = -1227329.420856
  nChanged 4
		SP:Iteration 49Q (18263.200000 sec): 3 clusters
  Score: Raw -1230399.075471 + Penalty 3068.497723 = -1227330.577748
  nChanged 3
		SP:Iteration 50Q (18263.410000 sec): 3 clusters
  Score: Raw -1230400.060600 + Penalty 3068.497723 = -1227331.562877
  nChanged 1
		SP:Iteration 51Q (18263.650000 sec): 3 clusters
  Score: Raw -1230400.200682 + Penalty 3068.497723 = -1227331.702959
  nChanged 0
		SP:Iteration 52F (18263.850000 sec): 3 clusters
  Score: Raw -1230400.200682 + Penalty 3068.497723 = -1227331.702959
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 8 (108617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18264.390000 sec): 2 clusters
  Score: Raw -11370897.755997 + Penalty 1884.282272 = -11369013.473725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18264.990000 sec): 3 clusters
  Score: Raw -11300182.953963 + Penalty 3768.564544 = -11296414.389419
  nChanged 51983
		SP:Iteration 1F (18265.670000 sec): 3 clusters
  Score: Raw -11330853.793280 + Penalty 3768.564544 = -11327085.228736
  nChanged 3689
		SP:Iteration 2Q (18266.360000 sec): 3 clusters
  Score: Raw -11331949.243355 + Penalty 3768.564544 = -11328180.678811
  nChanged 4262
		SP:Iteration 3Q (18267.110000 sec): 3 clusters
  Score: Raw -11333562.629497 + Penalty 3768.564544 = -11329794.064953
  nChanged 5287
		SP:Iteration 4Q (18267.830000 sec): 3 clusters
  Score: Raw -11336248.630059 + Penalty 3768.564544 = -11332480.065515
  nChanged 6748
		SP:Iteration 5F (18268.570000 sec): 3 clusters
  Score: Raw -11340641.377235 + Penalty 3768.564544 = -11336872.812691
  nChanged 8315
		SP:Iteration 6F (18269.430000 sec): 3 clusters
  Score: Raw -11347252.931386 + Penalty 3768.564544 = -11343484.366842
  nChanged 8923
		SP:Iteration 7F (18270.140000 sec): 3 clusters
  Score: Raw -11355364.791443 + Penalty 3768.564544 = -11351596.226899
  nChanged 7682
		SP:Iteration 8F (18270.980000 sec): 3 clusters
  Score: Raw -11362760.754193 + Penalty 3768.564544 = -11358992.189650
  nChanged 5043
		SP:Iteration 9Q (18271.780000 sec): 3 clusters
  Score: Raw -11367591.244577 + Penalty 3768.564544 = -11363822.680033
  nChanged 2340
		SP:Iteration 10Q (18272.480000 sec): 3 clusters
  Score: Raw -11369687.744530 + Penalty 3768.564544 = -11365919.179986
  nChanged 956
		SP:Iteration 11Q (18273.200000 sec): 3 clusters
  Score: Raw -11370553.488963 + Penalty 3768.564544 = -11366784.924419
  nChanged 299
		SP:Iteration 12Q (18273.840000 sec): 3 clusters
  Score: Raw -11370844.607529 + Penalty 3768.564544 = -11367076.042985
  nChanged 105
		SP:Iteration 13Q (18274.430000 sec): 3 clusters
  Score: Raw -11370970.434280 + Penalty 3768.564544 = -11367201.869736
  nChanged 43
		SP:Iteration 14Q (18274.990000 sec): 3 clusters
  Score: Raw -11371018.072767 + Penalty 3768.564544 = -11367249.508223
  nChanged 22
		SP:Iteration 15Q (18275.630000 sec): 3 clusters
  Score: Raw -11371046.184671 + Penalty 3768.564544 = -11367277.620127
  nChanged 15
		SP:Iteration 16Q (18276.240000 sec): 3 clusters
  Score: Raw -11371063.910751 + Penalty 3768.564544 = -11367295.346207
  nChanged 10
		SP:Iteration 17Q (18276.830000 sec): 3 clusters
  Score: Raw -11371071.882082 + Penalty 3768.564544 = -11367303.317538
  nChanged 5
		SP:Iteration 18Q (18277.400000 sec): 3 clusters
  Score: Raw -11371077.909496 + Penalty 3768.564544 = -11367309.344952
  nChanged 3
		SP:Iteration 19Q (18277.990000 sec): 3 clusters
  Score: Raw -11371083.472309 + Penalty 3768.564544 = -11367314.907765
  nChanged 4
		SP:Iteration 20F (18278.700000 sec): 3 clusters
  Score: Raw -11371090.425902 + Penalty 3768.564544 = -11367321.861358
  nChanged 3
		SP:Iteration 21Q (18279.370000 sec): 3 clusters
  Score: Raw -11371092.948818 + Penalty 3768.564544 = -11367324.384274
  nChanged 1
		SP:Iteration 22Q (18280.040000 sec): 3 clusters
  Score: Raw -11371094.104387 + Penalty 3768.564544 = -11367325.539843
  nChanged 0
		SP:Iteration 23F (18280.850000 sec): 3 clusters
  Score: Raw -11371094.104387 + Penalty 3768.564544 = -11367325.539843
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (3863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18281.030000 sec): 2 clusters
  Score: Raw -424783.895799 + Penalty 1342.119896 = -423441.775903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18281.180000 sec): 3 clusters
  Score: Raw -422821.346757 + Penalty 2684.239793 = -420137.106965
  nChanged 1503
		SP:Iteration 1F (18281.380000 sec): 3 clusters
  Score: Raw -423642.371108 + Penalty 2684.239793 = -420958.131315
  nChanged 270
		SP:Iteration 2F (18281.570000 sec): 3 clusters
  Score: Raw -423781.368802 + Penalty 2684.239793 = -421097.129009
  nChanged 177
		SP:Iteration 3Q (18281.750000 sec): 3 clusters
  Score: Raw -423860.325329 + Penalty 2684.239793 = -421176.085536
  nChanged 122
		SP:Iteration 4Q (18281.910000 sec): 3 clusters
  Score: Raw -423912.626633 + Penalty 2684.239793 = -421228.386840
  nChanged 102
		SP:Iteration 5Q (18282.120000 sec): 3 clusters
  Score: Raw -423952.963733 + Penalty 2684.239793 = -421268.723940
  nChanged 73
		SP:Iteration 6Q (18282.300000 sec): 3 clusters
  Score: Raw -423980.159827 + Penalty 2684.239793 = -421295.920034
  nChanged 70
		SP:Iteration 7Q (18282.510000 sec): 3 clusters
  Score: Raw -424005.871735 + Penalty 2684.239793 = -421321.631942
  nChanged 52
		SP:Iteration 8Q (18282.680000 sec): 3 clusters
  Score: Raw -424021.199047 + Penalty 2684.239793 = -421336.959254
  nChanged 47
		SP:Iteration 9Q (18282.860000 sec): 3 clusters
  Score: Raw -424034.665514 + Penalty 2684.239793 = -421350.425721
  nChanged 27
		SP:Iteration 10Q (18283.000000 sec): 3 clusters
  Score: Raw -424040.608713 + Penalty 2684.239793 = -421356.368920
  nChanged 17
		SP:Iteration 11Q (18283.180000 sec): 3 clusters
  Score: Raw -424045.550123 + Penalty 2684.239793 = -421361.310330
  nChanged 20
		SP:Iteration 12Q (18283.340000 sec): 3 clusters
  Score: Raw -424050.645961 + Penalty 2684.239793 = -421366.406168
  nChanged 25
		SP:Iteration 13Q (18283.500000 sec): 3 clusters
  Score: Raw -424056.972720 + Penalty 2684.239793 = -421372.732927
  nChanged 21
		SP:Iteration 14Q (18283.650000 sec): 3 clusters
  Score: Raw -424063.946403 + Penalty 2684.239793 = -421379.706610
  nChanged 18
		SP:Iteration 15Q (18283.780000 sec): 3 clusters
  Score: Raw -424068.520870 + Penalty 2684.239793 = -421384.281077
  nChanged 10
		SP:Iteration 16Q (18283.950000 sec): 3 clusters
  Score: Raw -424070.447742 + Penalty 2684.239793 = -421386.207949
  nChanged 2
		SP:Iteration 17Q (18284.110000 sec): 3 clusters
  Score: Raw -424071.080626 + Penalty 2684.239793 = -421386.840833
  nChanged 5
		SP:Iteration 18Q (18284.260000 sec): 3 clusters
  Score: Raw -424071.953345 + Penalty 2684.239793 = -421387.713553
  nChanged 3
		SP:Iteration 19Q (18284.480000 sec): 3 clusters
  Score: Raw -424072.619011 + Penalty 2684.239793 = -421388.379218
  nChanged 4
		SP:Iteration 20F (18284.670000 sec): 3 clusters
  Score: Raw -424073.633738 + Penalty 2684.239793 = -421389.393945
  nChanged 3
		SP:Iteration 21Q (18284.840000 sec): 3 clusters
  Score: Raw -424074.108102 + Penalty 2684.239793 = -421389.868309
  nChanged 1
		SP:Iteration 22Q (18284.990000 sec): 3 clusters
  Score: Raw -424074.329622 + Penalty 2684.239793 = -421390.089829
  nChanged 1
		SP:Iteration 23Q (18285.160000 sec): 3 clusters
  Score: Raw -424074.578898 + Penalty 2684.239793 = -421390.339105
  nChanged 1
		SP:Iteration 24Q (18285.340000 sec): 3 clusters
  Score: Raw -424075.045901 + Penalty 2684.239793 = -421390.806109
  nChanged 6
		SP:Iteration 25Q (18285.570000 sec): 3 clusters
  Score: Raw -424076.461312 + Penalty 2684.239793 = -421392.221519
  nChanged 6
		SP:Iteration 26Q (18285.780000 sec): 3 clusters
  Score: Raw -424077.361359 + Penalty 2684.239793 = -421393.121566
  nChanged 2
		SP:Iteration 27Q (18286.020000 sec): 3 clusters
  Score: Raw -424077.778522 + Penalty 2684.239793 = -421393.538729
  nChanged 3
		SP:Iteration 28Q (18286.210000 sec): 3 clusters
  Score: Raw -424078.636181 + Penalty 2684.239793 = -421394.396388
  nChanged 6
		SP:Iteration 29Q (18286.410000 sec): 3 clusters
  Score: Raw -424079.744737 + Penalty 2684.239793 = -421395.504944
  nChanged 7
		SP:Iteration 30Q (18286.610000 sec): 3 clusters
  Score: Raw -424081.178922 + Penalty 2684.239793 = -421396.939129
  nChanged 6
		SP:Iteration 31Q (18286.810000 sec): 3 clusters
  Score: Raw -424082.129873 + Penalty 2684.239793 = -421397.890081
  nChanged 5
		SP:Iteration 32Q (18287.010000 sec): 3 clusters
  Score: Raw -424083.127497 + Penalty 2684.239793 = -421398.887704
  nChanged 3
		SP:Iteration 33Q (18287.210000 sec): 3 clusters
  Score: Raw -424083.712945 + Penalty 2684.239793 = -421399.473152
  nChanged 7
		SP:Iteration 34Q (18287.400000 sec): 3 clusters
  Score: Raw -424085.295954 + Penalty 2684.239793 = -421401.056162
  nChanged 4
		SP:Iteration 35Q (18287.600000 sec): 3 clusters
  Score: Raw -424086.053178 + Penalty 2684.239793 = -421401.813385
  nChanged 5
		SP:Iteration 36Q (18287.790000 sec): 3 clusters
  Score: Raw -424087.032759 + Penalty 2684.239793 = -421402.792967
  nChanged 3
		SP:Iteration 37Q (18287.980000 sec): 3 clusters
  Score: Raw -424087.681481 + Penalty 2684.239793 = -421403.441688
  nChanged 1
		SP:Iteration 38Q (18288.120000 sec): 3 clusters
  Score: Raw -424087.857104 + Penalty 2684.239793 = -421403.617311
  nChanged 1
		SP:Iteration 39Q (18288.350000 sec): 3 clusters
  Score: Raw -424088.011771 + Penalty 2684.239793 = -421403.771978
  nChanged 1
		SP:Iteration 40F (18288.500000 sec): 3 clusters
  Score: Raw -424088.256239 + Penalty 2684.239793 = -421404.016446
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 10 (11471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18288.660000 sec): 2 clusters
  Score: Raw -1112286.451799 + Penalty 1518.981326 = -1110767.470473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18288.930000 sec): 3 clusters
  Score: Raw -1105751.401305 + Penalty 3037.962652 = -1102713.438653
  nChanged 4982
		SP:Iteration 1F (18289.150000 sec): 3 clusters
  Score: Raw -1108503.474067 + Penalty 3037.962652 = -1105465.511416
  nChanged 675
		SP:Iteration 2F (18289.410000 sec): 3 clusters
  Score: Raw -1108793.235525 + Penalty 3037.962652 = -1105755.272873
  nChanged 629
		SP:Iteration 3F (18289.670000 sec): 3 clusters
  Score: Raw -1109046.711380 + Penalty 3037.962652 = -1106008.748728
  nChanged 553
		SP:Iteration 4Q (18289.890000 sec): 3 clusters
  Score: Raw -1109279.683703 + Penalty 3037.962652 = -1106241.721051
  nChanged 485
		SP:Iteration 5Q (18290.090000 sec): 3 clusters
  Score: Raw -1109503.732693 + Penalty 3037.962652 = -1106465.770041
  nChanged 486
		SP:Iteration 6Q (18290.360000 sec): 3 clusters
  Score: Raw -1109715.080118 + Penalty 3037.962652 = -1106677.117466
  nChanged 430
		SP:Iteration 7Q (18290.660000 sec): 3 clusters
  Score: Raw -1109926.017583 + Penalty 3037.962652 = -1106888.054931
  nChanged 441
		SP:Iteration 8Q (18290.910000 sec): 3 clusters
  Score: Raw -1110135.513848 + Penalty 3037.962652 = -1107097.551197
  nChanged 420
		SP:Iteration 9Q (18291.180000 sec): 3 clusters
  Score: Raw -1110353.142490 + Penalty 3037.962652 = -1107315.179838
  nChanged 392
		SP:Iteration 10Q (18291.460000 sec): 3 clusters
  Score: Raw -1110547.090726 + Penalty 3037.962652 = -1107509.128074
  nChanged 358
		SP:Iteration 11Q (18291.650000 sec): 3 clusters
  Score: Raw -1110712.365109 + Penalty 3037.962652 = -1107674.402457
  nChanged 326
		SP:Iteration 12Q (18291.910000 sec): 3 clusters
  Score: Raw -1110858.695404 + Penalty 3037.962652 = -1107820.732752
  nChanged 290
		SP:Iteration 13Q (18292.160000 sec): 3 clusters
  Score: Raw -1111000.186496 + Penalty 3037.962652 = -1107962.223844
  nChanged 281
		SP:Iteration 14Q (18292.430000 sec): 3 clusters
  Score: Raw -1111127.776701 + Penalty 3037.962652 = -1108089.814049
  nChanged 252
		SP:Iteration 15Q (18292.680000 sec): 3 clusters
  Score: Raw -1111249.554265 + Penalty 3037.962652 = -1108211.591613
  nChanged 231
		SP:Iteration 16Q (18292.930000 sec): 3 clusters
  Score: Raw -1111357.468845 + Penalty 3037.962652 = -1108319.506193
  nChanged 229
		SP:Iteration 17Q (18293.160000 sec): 3 clusters
  Score: Raw -1111457.724328 + Penalty 3037.962652 = -1108419.761676
  nChanged 222
		SP:Iteration 18Q (18293.390000 sec): 3 clusters
  Score: Raw -1111562.447588 + Penalty 3037.962652 = -1108524.484937
  nChanged 206
		SP:Iteration 19Q (18293.620000 sec): 3 clusters
  Score: Raw -1111655.940951 + Penalty 3037.962652 = -1108617.978299
  nChanged 166
		SP:Iteration 20F (18293.890000 sec): 3 clusters
  Score: Raw -1111728.635238 + Penalty 3037.962652 = -1108690.672587
  nChanged 165
		SP:Iteration 21Q (18294.160000 sec): 3 clusters
  Score: Raw -1111797.964442 + Penalty 3037.962652 = -1108760.001790
  nChanged 132
		SP:Iteration 22Q (18294.390000 sec): 3 clusters
  Score: Raw -1111855.298479 + Penalty 3037.962652 = -1108817.335827
  nChanged 124
		SP:Iteration 23Q (18294.610000 sec): 3 clusters
  Score: Raw -1111907.656657 + Penalty 3037.962652 = -1108869.694005
  nChanged 116
		SP:Iteration 24Q (18294.810000 sec): 3 clusters
  Score: Raw -1111959.676336 + Penalty 3037.962652 = -1108921.713684
  nChanged 110
		SP:Iteration 25Q (18295.110000 sec): 3 clusters
  Score: Raw -1112002.912243 + Penalty 3037.962652 = -1108964.949591
  nChanged 89
		SP:Iteration 26Q (18295.320000 sec): 3 clusters
  Score: Raw -1112040.457607 + Penalty 3037.962652 = -1109002.494955
  nChanged 85
		SP:Iteration 27Q (18295.540000 sec): 3 clusters
  Score: Raw -1112073.281605 + Penalty 3037.962652 = -1109035.318953
  nChanged 85
		SP:Iteration 28Q (18295.810000 sec): 3 clusters
  Score: Raw -1112107.459526 + Penalty 3037.962652 = -1109069.496874
  nChanged 87
		SP:Iteration 29Q (18296.050000 sec): 3 clusters
  Score: Raw -1112147.519365 + Penalty 3037.962652 = -1109109.556713
  nChanged 94
		SP:Iteration 30Q (18296.290000 sec): 3 clusters
  Score: Raw -1112192.726109 + Penalty 3037.962652 = -1109154.763457
  nChanged 64
		SP:Iteration 31Q (18296.510000 sec): 3 clusters
  Score: Raw -1112225.164293 + Penalty 3037.962652 = -1109187.201641
  nChanged 62
		SP:Iteration 32Q (18296.720000 sec): 3 clusters
  Score: Raw -1112253.429792 + Penalty 3037.962652 = -1109215.467140
  nChanged 57
		SP:Iteration 33Q (18296.980000 sec): 3 clusters
  Score: Raw -1112276.322084 + Penalty 3037.962652 = -1109238.359432
  nChanged 53
		SP:Iteration 34Q (18297.210000 sec): 3 clusters
  Score: Raw -1112296.895208 + Penalty 3037.962652 = -1109258.932556
  nChanged 40
		SP:Iteration 35Q (18297.430000 sec): 3 clusters
  Score: Raw -1112310.189400 + Penalty 3037.962652 = -1109272.226748
  nChanged 36
		SP:Iteration 36Q (18297.660000 sec): 3 clusters
  Score: Raw -1112325.589960 + Penalty 3037.962652 = -1109287.627308
  nChanged 44
		SP:Iteration 37Q (18297.860000 sec): 3 clusters
  Score: Raw -1112352.566590 + Penalty 3037.962652 = -1109314.603939
  nChanged 48
		SP:Iteration 38Q (18298.020000 sec): 3 clusters
  Score: Raw -1112377.056727 + Penalty 3037.962652 = -1109339.094075
  nChanged 43
		SP:Iteration 39Q (18298.230000 sec): 3 clusters
  Score: Raw -1112399.445816 + Penalty 3037.962652 = -1109361.483164
  nChanged 31
		SP:Iteration 40F (18298.460000 sec): 3 clusters
  Score: Raw -1112413.445575 + Penalty 3037.962652 = -1109375.482924
  nChanged 26
		SP:Iteration 41Q (18298.690000 sec): 3 clusters
  Score: Raw -1112425.420396 + Penalty 3037.962652 = -1109387.457744
  nChanged 33
		SP:Iteration 42Q (18298.910000 sec): 3 clusters
  Score: Raw -1112440.465870 + Penalty 3037.962652 = -1109402.503218
  nChanged 22
		SP:Iteration 43Q (18299.140000 sec): 3 clusters
  Score: Raw -1112447.828598 + Penalty 3037.962652 = -1109409.865946
  nChanged 16
		SP:Iteration 44Q (18299.320000 sec): 3 clusters
  Score: Raw -1112454.983776 + Penalty 3037.962652 = -1109417.021124
  nChanged 20
		SP:Iteration 45Q (18299.500000 sec): 3 clusters
  Score: Raw -1112464.098770 + Penalty 3037.962652 = -1109426.136119
  nChanged 11
		SP:Iteration 46Q (18299.750000 sec): 3 clusters
  Score: Raw -1112468.100102 + Penalty 3037.962652 = -1109430.137450
  nChanged 12
		SP:Iteration 47Q (18299.960000 sec): 3 clusters
  Score: Raw -1112473.491186 + Penalty 3037.962652 = -1109435.528534
  nChanged 8
		SP:Iteration 48Q (18300.190000 sec): 3 clusters
  Score: Raw -1112476.674535 + Penalty 3037.962652 = -1109438.711883
  nChanged 4
		SP:Iteration 49Q (18300.410000 sec): 3 clusters
  Score: Raw -1112478.574996 + Penalty 3037.962652 = -1109440.612344
  nChanged 3
		SP:Iteration 50Q (18300.620000 sec): 3 clusters
  Score: Raw -1112479.747479 + Penalty 3037.962652 = -1109441.784827
  nChanged 1
		SP:Iteration 51Q (18300.840000 sec): 3 clusters
  Score: Raw -1112480.926165 + Penalty 3037.962652 = -1109442.963513
  nChanged 2
		SP:Iteration 52Q (18301.040000 sec): 3 clusters
  Score: Raw -1112481.699038 + Penalty 3037.962652 = -1109443.736386
  nChanged 1
		SP:Iteration 53Q (18301.260000 sec): 3 clusters
  Score: Raw -1112482.211215 + Penalty 3037.962652 = -1109444.248563
  nChanged 1
		SP:Iteration 54Q (18301.490000 sec): 3 clusters
  Score: Raw -1112482.550152 + Penalty 3037.962652 = -1109444.587500
  nChanged 2
		SP:Iteration 55Q (18301.750000 sec): 3 clusters
  Score: Raw -1112483.009128 + Penalty 3037.962652 = -1109445.046476
  nChanged 2
		SP:Iteration 56Q (18302.020000 sec): 3 clusters
  Score: Raw -1112484.143621 + Penalty 3037.962652 = -1109446.180969
  nChanged 2
		SP:Iteration 57Q (18302.230000 sec): 3 clusters
  Score: Raw -1112484.990213 + Penalty 3037.962652 = -1109447.027561
  nChanged 1
		SP:Iteration 58Q (18302.520000 sec): 3 clusters
  Score: Raw -1112485.284245 + Penalty 3037.962652 = -1109447.321593
  nChanged 1
		SP:Iteration 59Q (18302.800000 sec): 3 clusters
  Score: Raw -1112485.429164 + Penalty 3037.962652 = -1109447.466512
  nChanged 0
		SP:Iteration 60F (18303.040000 sec): 3 clusters
  Score: Raw -1112485.429164 + Penalty 3037.962652 = -1109447.466512
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 11 (4913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18303.180000 sec): 2 clusters
  Score: Raw -452905.301209 + Penalty 1381.191505 = -451524.109704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18303.390000 sec): 3 clusters
  Score: Raw -450396.221573 + Penalty 2762.383010 = -447633.838563
  nChanged 1995
		SP:Iteration 1F (18303.590000 sec): 3 clusters
  Score: Raw -451621.825875 + Penalty 2762.383010 = -448859.442865
  nChanged 403
		SP:Iteration 2F (18303.770000 sec): 3 clusters
  Score: Raw -451934.661317 + Penalty 2762.383010 = -449172.278307
  nChanged 343
		SP:Iteration 3F (18304.040000 sec): 3 clusters
  Score: Raw -452181.315767 + Penalty 2762.383010 = -449418.932757
  nChanged 310
		SP:Iteration 4F (18304.270000 sec): 3 clusters
  Score: Raw -452446.671694 + Penalty 2762.383010 = -449684.288684
  nChanged 279
		SP:Iteration 5F (18304.490000 sec): 3 clusters
  Score: Raw -452679.925686 + Penalty 2762.383010 = -449917.542675
  nChanged 256
		SP:Iteration 6F (18304.690000 sec): 3 clusters
  Score: Raw -452898.312619 + Penalty 2762.383010 = -450135.929609
  nChanged 233
		SP:Iteration 7Q (18304.950000 sec): 3 clusters
  Score: Raw -453084.803586 + Penalty 2762.383010 = -450322.420575
  nChanged 204
		SP:Iteration 8Q (18305.160000 sec): 3 clusters
  Score: Raw -453240.955871 + Penalty 2762.383010 = -450478.572861
  nChanged 189
		SP:Iteration 9Q (18305.400000 sec): 3 clusters
  Score: Raw -453361.614309 + Penalty 2762.383010 = -450599.231298
  nChanged 152
		SP:Iteration 10Q (18305.610000 sec): 3 clusters
  Score: Raw -453467.894747 + Penalty 2762.383010 = -450705.511736
  nChanged 128
		SP:Iteration 11Q (18305.780000 sec): 3 clusters
  Score: Raw -453540.605230 + Penalty 2762.383010 = -450778.222220
  nChanged 104
		SP:Iteration 12Q (18305.990000 sec): 3 clusters
  Score: Raw -453596.991313 + Penalty 2762.383010 = -450834.608303
  nChanged 101
		SP:Iteration 13Q (18306.140000 sec): 3 clusters
  Score: Raw -453654.144781 + Penalty 2762.383010 = -450891.761770
  nChanged 80
		SP:Iteration 14Q (18306.350000 sec): 3 clusters
  Score: Raw -453698.522456 + Penalty 2762.383010 = -450936.139445
  nChanged 62
		SP:Iteration 15Q (18306.540000 sec): 3 clusters
  Score: Raw -453729.959267 + Penalty 2762.383010 = -450967.576256
  nChanged 53
		SP:Iteration 16Q (18306.750000 sec): 3 clusters
  Score: Raw -453756.051364 + Penalty 2762.383010 = -450993.668353
  nChanged 46
		SP:Iteration 17Q (18306.950000 sec): 3 clusters
  Score: Raw -453774.191349 + Penalty 2762.383010 = -451011.808338
  nChanged 30
		SP:Iteration 18Q (18307.170000 sec): 3 clusters
  Score: Raw -453784.207072 + Penalty 2762.383010 = -451021.824062
  nChanged 24
		SP:Iteration 19Q (18307.350000 sec): 3 clusters
  Score: Raw -453791.079098 + Penalty 2762.383010 = -451028.696088
  nChanged 16
		SP:Iteration 20F (18307.530000 sec): 3 clusters
  Score: Raw -453796.855600 + Penalty 2762.383010 = -451034.472589
  nChanged 19
		SP:Iteration 21Q (18307.750000 sec): 3 clusters
  Score: Raw -453802.820326 + Penalty 2762.383010 = -451040.437316
  nChanged 14
		SP:Iteration 22Q (18308.010000 sec): 3 clusters
  Score: Raw -453806.583223 + Penalty 2762.383010 = -451044.200213
  nChanged 18
		SP:Iteration 23Q (18308.220000 sec): 3 clusters
  Score: Raw -453812.263493 + Penalty 2762.383010 = -451049.880482
  nChanged 15
		SP:Iteration 24Q (18308.420000 sec): 3 clusters
  Score: Raw -453816.939464 + Penalty 2762.383010 = -451054.556453
  nChanged 8
		SP:Iteration 25Q (18308.580000 sec): 3 clusters
  Score: Raw -453819.768019 + Penalty 2762.383010 = -451057.385009
  nChanged 10
		SP:Iteration 26Q (18308.790000 sec): 3 clusters
  Score: Raw -453822.932597 + Penalty 2762.383010 = -451060.549587
  nChanged 7
		SP:Iteration 27Q (18308.970000 sec): 3 clusters
  Score: Raw -453824.890190 + Penalty 2762.383010 = -451062.507180
  nChanged 5
		SP:Iteration 28Q (18309.220000 sec): 3 clusters
  Score: Raw -453825.604310 + Penalty 2762.383010 = -451063.221299
  nChanged 1
		SP:Iteration 29Q (18309.390000 sec): 3 clusters
  Score: Raw -453825.700181 + Penalty 2762.383010 = -451063.317170
  nChanged 0
		SP:Iteration 30F (18309.570000 sec): 3 clusters
  Score: Raw -453825.700181 + Penalty 2762.383010 = -451063.317170
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 12 (8457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18309.750000 sec): 2 clusters
  Score: Raw -807495.349418 + Penalty 1469.446839 = -806025.902579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18309.990000 sec): 3 clusters
  Score: Raw -802867.785781 + Penalty 2938.893678 = -799928.892103
  nChanged 3530
		SP:Iteration 1F (18310.190000 sec): 3 clusters
  Score: Raw -805338.791896 + Penalty 2938.893678 = -802399.898218
  nChanged 827
		SP:Iteration 2F (18310.430000 sec): 3 clusters
  Score: Raw -806078.650481 + Penalty 2938.893678 = -803139.756803
  nChanged 716
		SP:Iteration 3F (18310.620000 sec): 3 clusters
  Score: Raw -806739.370916 + Penalty 2938.893678 = -803800.477238
  nChanged 558
		SP:Iteration 4F (18310.870000 sec): 3 clusters
  Score: Raw -807267.092106 + Penalty 2938.893678 = -804328.198428
  nChanged 399
		SP:Iteration 5Q (18311.030000 sec): 3 clusters
  Score: Raw -807691.449387 + Penalty 2938.893678 = -804752.555709
  nChanged 316
		SP:Iteration 6Q (18311.230000 sec): 3 clusters
  Score: Raw -808033.138773 + Penalty 2938.893678 = -805094.245094
  nChanged 246
		SP:Iteration 7Q (18311.430000 sec): 3 clusters
  Score: Raw -808262.466627 + Penalty 2938.893678 = -805323.572948
  nChanged 179
		SP:Iteration 8Q (18311.620000 sec): 3 clusters
  Score: Raw -808389.018531 + Penalty 2938.893678 = -805450.124852
  nChanged 119
		SP:Iteration 9Q (18311.870000 sec): 3 clusters
  Score: Raw -808445.104512 + Penalty 2938.893678 = -805506.210834
  nChanged 67
		SP:Iteration 10Q (18312.090000 sec): 3 clusters
  Score: Raw -808478.924749 + Penalty 2938.893678 = -805540.031070
  nChanged 56
		SP:Iteration 11Q (18312.330000 sec): 3 clusters
  Score: Raw -808498.497876 + Penalty 2938.893678 = -805559.604198
  nChanged 36
		SP:Iteration 12Q (18312.530000 sec): 3 clusters
  Score: Raw -808509.985302 + Penalty 2938.893678 = -805571.091623
  nChanged 33
		SP:Iteration 13Q (18312.770000 sec): 3 clusters
  Score: Raw -808517.311741 + Penalty 2938.893678 = -805578.418062
  nChanged 15
		SP:Iteration 14Q (18312.950000 sec): 3 clusters
  Score: Raw -808519.207770 + Penalty 2938.893678 = -805580.314091
  nChanged 9
		SP:Iteration 15Q (18313.200000 sec): 3 clusters
  Score: Raw -808520.588248 + Penalty 2938.893678 = -805581.694570
  nChanged 5
		SP:Iteration 16Q (18313.410000 sec): 3 clusters
  Score: Raw -808521.546203 + Penalty 2938.893678 = -805582.652525
  nChanged 7
		SP:Iteration 17Q (18313.610000 sec): 3 clusters
  Score: Raw -808522.732396 + Penalty 2938.893678 = -805583.838718
  nChanged 6
		SP:Iteration 18Q (18313.810000 sec): 3 clusters
  Score: Raw -808523.868551 + Penalty 2938.893678 = -805584.974873
  nChanged 8
		SP:Iteration 19Q (18314.010000 sec): 3 clusters
  Score: Raw -808525.984121 + Penalty 2938.893678 = -805587.090442
  nChanged 11
		SP:Iteration 20F (18314.230000 sec): 3 clusters
  Score: Raw -808528.981039 + Penalty 2938.893678 = -805590.087360
  nChanged 13
		SP:Iteration 21Q (18314.480000 sec): 3 clusters
  Score: Raw -808531.255609 + Penalty 2938.893678 = -805592.361930
  nChanged 10
		SP:Iteration 22Q (18314.680000 sec): 3 clusters
  Score: Raw -808532.868508 + Penalty 2938.893678 = -805593.974829
  nChanged 11
		SP:Iteration 23Q (18314.910000 sec): 3 clusters
  Score: Raw -808534.244690 + Penalty 2938.893678 = -805595.351011
  nChanged 3
		SP:Iteration 24Q (18315.160000 sec): 3 clusters
  Score: Raw -808534.756617 + Penalty 2938.893678 = -805595.862939
  nChanged 1
		SP:Iteration 25Q (18315.450000 sec): 3 clusters
  Score: Raw -808535.142568 + Penalty 2938.893678 = -805596.248890
  nChanged 1
		SP:Iteration 26Q (18315.660000 sec): 3 clusters
  Score: Raw -808535.390976 + Penalty 2938.893678 = -805596.497297
  nChanged 0
		SP:Iteration 27F (18315.840000 sec): 3 clusters
  Score: Raw -808535.390976 + Penalty 2938.893678 = -805596.497297
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 13 (4149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18315.970000 sec): 2 clusters
  Score: Raw -390659.375747 + Penalty 1353.726176 = -389305.649571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18316.240000 sec): 3 clusters
  Score: Raw -388561.926238 + Penalty 2707.452352 = -385854.473887
  nChanged 1664
		SP:Iteration 1F (18316.400000 sec): 3 clusters
  Score: Raw -389497.078778 + Penalty 2707.452352 = -386789.626426
  nChanged 325
		SP:Iteration 2F (18316.580000 sec): 3 clusters
  Score: Raw -389723.953711 + Penalty 2707.452352 = -387016.501359
  nChanged 268
		SP:Iteration 3F (18316.820000 sec): 3 clusters
  Score: Raw -389905.538445 + Penalty 2707.452352 = -387198.086093
  nChanged 229
		SP:Iteration 4F (18317.100000 sec): 3 clusters
  Score: Raw -390058.189063 + Penalty 2707.452352 = -387350.736711
  nChanged 179
		SP:Iteration 5Q (18317.260000 sec): 3 clusters
  Score: Raw -390178.061951 + Penalty 2707.452352 = -387470.609600
  nChanged 178
		SP:Iteration 6Q (18317.460000 sec): 3 clusters
  Score: Raw -390306.249684 + Penalty 2707.452352 = -387598.797332
  nChanged 172
		SP:Iteration 7Q (18317.670000 sec): 3 clusters
  Score: Raw -390448.923109 + Penalty 2707.452352 = -387741.470757
  nChanged 175
		SP:Iteration 8Q (18317.950000 sec): 3 clusters
  Score: Raw -390620.264110 + Penalty 2707.452352 = -387912.811759
  nChanged 173
		SP:Iteration 9Q (18318.130000 sec): 3 clusters
  Score: Raw -390805.836265 + Penalty 2707.452352 = -388098.383913
  nChanged 182
		SP:Iteration 10Q (18318.320000 sec): 3 clusters
  Score: Raw -390979.605802 + Penalty 2707.452352 = -388272.153450
  nChanged 179
		SP:Iteration 11Q (18318.500000 sec): 3 clusters
  Score: Raw -391143.676528 + Penalty 2707.452352 = -388436.224176
  nChanged 150
		SP:Iteration 12Q (18318.680000 sec): 3 clusters
  Score: Raw -391267.603974 + Penalty 2707.452352 = -388560.151622
  nChanged 127
		SP:Iteration 13Q (18318.840000 sec): 3 clusters
  Score: Raw -391356.401819 + Penalty 2707.452352 = -388648.949468
  nChanged 77
		SP:Iteration 14Q (18319.030000 sec): 3 clusters
  Score: Raw -391394.228522 + Penalty 2707.452352 = -388686.776170
  nChanged 46
		SP:Iteration 15Q (18319.230000 sec): 3 clusters
  Score: Raw -391415.927992 + Penalty 2707.452352 = -388708.475640
  nChanged 34
		SP:Iteration 16Q (18319.450000 sec): 3 clusters
  Score: Raw -391430.560361 + Penalty 2707.452352 = -388723.108009
  nChanged 36
		SP:Iteration 17Q (18319.600000 sec): 3 clusters
  Score: Raw -391444.978711 + Penalty 2707.452352 = -388737.526359
  nChanged 28
		SP:Iteration 18Q (18319.790000 sec): 3 clusters
  Score: Raw -391457.130981 + Penalty 2707.452352 = -388749.678630
  nChanged 22
		SP:Iteration 19Q (18319.980000 sec): 3 clusters
  Score: Raw -391464.338729 + Penalty 2707.452352 = -388756.886377
  nChanged 13
		SP:Iteration 20F (18320.210000 sec): 3 clusters
  Score: Raw -391467.716185 + Penalty 2707.452352 = -388760.263833
  nChanged 9
		SP:Iteration 21Q (18320.430000 sec): 3 clusters
  Score: Raw -391470.016545 + Penalty 2707.452352 = -388762.564193
  nChanged 3
		SP:Iteration 22Q (18320.640000 sec): 3 clusters
  Score: Raw -391470.417386 + Penalty 2707.452352 = -388762.965035
  nChanged 0
		SP:Iteration 23F (18320.820000 sec): 3 clusters
  Score: Raw -391470.417386 + Penalty 2707.452352 = -388762.965035
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 14 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18321.010000 sec): 2 clusters
  Score: Raw -107663.035500 + Penalty 1154.289835 = -106508.745665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18321.190000 sec): 3 clusters
  Score: Raw -107231.051799 + Penalty 2308.579670 = -104922.472128
  nChanged 394
		SP:Iteration 1F (18321.340000 sec): 3 clusters
  Score: Raw -107703.625711 + Penalty 2308.579670 = -105395.046041
  nChanged 168
		SP:Iteration 2F (18321.480000 sec): 3 clusters
  Score: Raw -108056.131546 + Penalty 2308.579670 = -105747.551875
  nChanged 116
		SP:Iteration 3F (18321.660000 sec): 3 clusters
  Score: Raw -108233.607456 + Penalty 2308.579670 = -105925.027786
  nChanged 60
		SP:Iteration 4Q (18321.820000 sec): 3 clusters
  Score: Raw -108312.546567 + Penalty 2308.579670 = -106003.966896
  nChanged 32
		SP:Iteration 5Q (18321.980000 sec): 3 clusters
  Score: Raw -108357.424306 + Penalty 2308.579670 = -106048.844636
  nChanged 20
		SP:Iteration 6Q (18322.140000 sec): 3 clusters
  Score: Raw -108392.268798 + Penalty 2308.579670 = -106083.689127
  nChanged 10
		SP:Iteration 7Q (18322.320000 sec): 3 clusters
  Score: Raw -108399.918086 + Penalty 2308.579670 = -106091.338416
  nChanged 2
		SP:Iteration 8Q (18322.480000 sec): 3 clusters
  Score: Raw -108400.989420 + Penalty 2308.579670 = -106092.409749
  nChanged 4
		SP:Iteration 9Q (18322.600000 sec): 3 clusters
  Score: Raw -108404.698959 + Penalty 2308.579670 = -106096.119289
  nChanged 5
		SP:Iteration 10Q (18322.800000 sec): 3 clusters
  Score: Raw -108409.806943 + Penalty 2308.579670 = -106101.227273
  nChanged 3
		SP:Iteration 11Q (18323.070000 sec): 3 clusters
  Score: Raw -108411.411673 + Penalty 2308.579670 = -106102.832003
  nChanged 1
		SP:Iteration 12Q (18323.300000 sec): 3 clusters
  Score: Raw -108412.084024 + Penalty 2308.579670 = -106103.504354
  nChanged 0
		SP:Iteration 13F (18323.510000 sec): 3 clusters
  Score: Raw -108412.084024 + Penalty 2308.579670 = -106103.504354
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 15 (133441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18324.170000 sec): 2 clusters
  Score: Raw -12815925.476298 + Penalty 1917.729891 = -12814007.746407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18325.040000 sec): 3 clusters
  Score: Raw -12728408.602401 + Penalty 3835.459781 = -12724573.142620
  nChanged 64131
		SP:Iteration 1F (18325.820000 sec): 3 clusters
  Score: Raw -12770187.739378 + Penalty 3835.459781 = -12766352.279597
  nChanged 8206
		SP:Iteration 2F (18326.680000 sec): 3 clusters
  Score: Raw -12774833.998257 + Penalty 3835.459781 = -12770998.538476
  nChanged 9227
		SP:Iteration 3F (18327.500000 sec): 3 clusters
  Score: Raw -12780706.050178 + Penalty 3835.459781 = -12776870.590396
  nChanged 9535
		SP:Iteration 4F (18328.410000 sec): 3 clusters
  Score: Raw -12787583.031710 + Penalty 3835.459781 = -12783747.571929
  nChanged 9463
		SP:Iteration 5F (18329.220000 sec): 3 clusters
  Score: Raw -12795151.066509 + Penalty 3835.459781 = -12791315.606728
  nChanged 8608
		SP:Iteration 6F (18330.080000 sec): 3 clusters
  Score: Raw -12802550.103151 + Penalty 3835.459781 = -12798714.643370
  nChanged 6783
		SP:Iteration 7F (18330.880000 sec): 3 clusters
  Score: Raw -12808549.738103 + Penalty 3835.459781 = -12804714.278322
  nChanged 4518
		SP:Iteration 8Q (18331.730000 sec): 3 clusters
  Score: Raw -12812402.149020 + Penalty 3835.459781 = -12808566.689239
  nChanged 2502
		SP:Iteration 9Q (18332.560000 sec): 3 clusters
  Score: Raw -12814389.520621 + Penalty 3835.459781 = -12810554.060840
  nChanged 1289
		SP:Iteration 10Q (18333.220000 sec): 3 clusters
  Score: Raw -12815342.617940 + Penalty 3835.459781 = -12811507.158159
  nChanged 647
		SP:Iteration 11Q (18334.000000 sec): 3 clusters
  Score: Raw -12815750.868908 + Penalty 3835.459781 = -12811915.409126
  nChanged 343
		SP:Iteration 12Q (18334.810000 sec): 3 clusters
  Score: Raw -12815958.015666 + Penalty 3835.459781 = -12812122.555885
  nChanged 195
		SP:Iteration 13Q (18335.620000 sec): 3 clusters
  Score: Raw -12816078.961123 + Penalty 3835.459781 = -12812243.501341
  nChanged 133
		SP:Iteration 14Q (18336.360000 sec): 3 clusters
  Score: Raw -12816157.447508 + Penalty 3835.459781 = -12812321.987727
  nChanged 101
		SP:Iteration 15Q (18337.050000 sec): 3 clusters
  Score: Raw -12816218.112402 + Penalty 3835.459781 = -12812382.652620
  nChanged 70
		SP:Iteration 16Q (18337.760000 sec): 3 clusters
  Score: Raw -12816260.771852 + Penalty 3835.459781 = -12812425.312070
  nChanged 61
		SP:Iteration 17Q (18338.480000 sec): 3 clusters
  Score: Raw -12816292.962828 + Penalty 3835.459781 = -12812457.503047
  nChanged 48
		SP:Iteration 18Q (18339.240000 sec): 3 clusters
  Score: Raw -12816313.938818 + Penalty 3835.459781 = -12812478.479037
  nChanged 35
		SP:Iteration 19Q (18339.960000 sec): 3 clusters
  Score: Raw -12816329.069770 + Penalty 3835.459781 = -12812493.609989
  nChanged 31
		SP:Iteration 20F (18340.650000 sec): 3 clusters
  Score: Raw -12816348.001141 + Penalty 3835.459781 = -12812512.541359
  nChanged 30
		SP:Iteration 21Q (18341.340000 sec): 3 clusters
  Score: Raw -12816364.271223 + Penalty 3835.459781 = -12812528.811442
  nChanged 21
		SP:Iteration 22Q (18342.090000 sec): 3 clusters
  Score: Raw -12816373.605657 + Penalty 3835.459781 = -12812538.145875
  nChanged 16
		SP:Iteration 23Q (18342.870000 sec): 3 clusters
  Score: Raw -12816381.069877 + Penalty 3835.459781 = -12812545.610096
  nChanged 13
		SP:Iteration 24Q (18343.750000 sec): 3 clusters
  Score: Raw -12816388.743532 + Penalty 3835.459781 = -12812553.283751
  nChanged 15
		SP:Iteration 25Q (18344.400000 sec): 3 clusters
  Score: Raw -12816399.747124 + Penalty 3835.459781 = -12812564.287342
  nChanged 21
		SP:Iteration 26Q (18345.140000 sec): 3 clusters
  Score: Raw -12816411.181107 + Penalty 3835.459781 = -12812575.721326
  nChanged 16
		SP:Iteration 27Q (18345.830000 sec): 3 clusters
  Score: Raw -12816418.951939 + Penalty 3835.459781 = -12812583.492158
  nChanged 11
		SP:Iteration 28Q (18346.560000 sec): 3 clusters
  Score: Raw -12816423.442686 + Penalty 3835.459781 = -12812587.982905
  nChanged 4
		SP:Iteration 29Q (18347.380000 sec): 3 clusters
  Score: Raw -12816425.261271 + Penalty 3835.459781 = -12812589.801490
  nChanged 5
		SP:Iteration 30Q (18348.150000 sec): 3 clusters
  Score: Raw -12816427.063174 + Penalty 3835.459781 = -12812591.603393
  nChanged 2
		SP:Iteration 31Q (18349.010000 sec): 3 clusters
  Score: Raw -12816427.832301 + Penalty 3835.459781 = -12812592.372520
  nChanged 1
		SP:Iteration 32Q (18349.720000 sec): 3 clusters
  Score: Raw -12816428.221509 + Penalty 3835.459781 = -12812592.761727
  nChanged 2
		SP:Iteration 33Q (18350.410000 sec): 3 clusters
  Score: Raw -12816428.971055 + Penalty 3835.459781 = -12812593.511274
  nChanged 1
		SP:Iteration 34Q (18351.210000 sec): 3 clusters
  Score: Raw -12816429.933904 + Penalty 3835.459781 = -12812594.474123
  nChanged 7
		SP:Iteration 35Q (18351.980000 sec): 3 clusters
  Score: Raw -12816432.046519 + Penalty 3835.459781 = -12812596.586738
  nChanged 3
		SP:Iteration 36Q (18352.760000 sec): 3 clusters
  Score: Raw -12816433.386985 + Penalty 3835.459781 = -12812597.927204
  nChanged 3
		SP:Iteration 37Q (18353.570000 sec): 3 clusters
  Score: Raw -12816434.127059 + Penalty 3835.459781 = -12812598.667277
  nChanged 3
		SP:Iteration 38Q (18354.260000 sec): 3 clusters
  Score: Raw -12816435.259542 + Penalty 3835.459781 = -12812599.799760
  nChanged 1
		SP:Iteration 39Q (18355.060000 sec): 3 clusters
  Score: Raw -12816435.659716 + Penalty 3835.459781 = -12812600.199935
  nChanged 0
		SP:Iteration 40F (18355.880000 sec): 3 clusters
  Score: Raw -12816435.659716 + Penalty 3835.459781 = -12812600.199935
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 16 (11222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18356.030000 sec): 2 clusters
  Score: Raw -1078487.196566 + Penalty 1515.415105 = -1076971.781460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18356.290000 sec): 3 clusters
  Score: Raw -1072131.258120 + Penalty 3030.830210 = -1069100.427910
  nChanged 4898
		SP:Iteration 1F (18356.500000 sec): 3 clusters
  Score: Raw -1075343.983395 + Penalty 3030.830210 = -1072313.153185
  nChanged 941
		SP:Iteration 2F (18356.740000 sec): 3 clusters
  Score: Raw -1076029.212731 + Penalty 3030.830210 = -1072998.382521
  nChanged 783
		SP:Iteration 3F (18356.960000 sec): 3 clusters
  Score: Raw -1076557.614124 + Penalty 3030.830210 = -1073526.783913
  nChanged 642
		SP:Iteration 4F (18357.220000 sec): 3 clusters
  Score: Raw -1076958.344371 + Penalty 3030.830210 = -1073927.514161
  nChanged 533
		SP:Iteration 5Q (18357.530000 sec): 3 clusters
  Score: Raw -1077234.723669 + Penalty 3030.830210 = -1074203.893459
  nChanged 433
		SP:Iteration 6Q (18357.860000 sec): 3 clusters
  Score: Raw -1077427.753758 + Penalty 3030.830210 = -1074396.923548
  nChanged 333
		SP:Iteration 7Q (18358.090000 sec): 3 clusters
  Score: Raw -1077553.067350 + Penalty 3030.830210 = -1074522.237140
  nChanged 282
		SP:Iteration 8Q (18358.360000 sec): 3 clusters
  Score: Raw -1077652.287745 + Penalty 3030.830210 = -1074621.457535
  nChanged 243
		SP:Iteration 9Q (18358.610000 sec): 3 clusters
  Score: Raw -1077730.163353 + Penalty 3030.830210 = -1074699.333143
  nChanged 203
		SP:Iteration 10Q (18358.840000 sec): 3 clusters
  Score: Raw -1077792.274539 + Penalty 3030.830210 = -1074761.444329
  nChanged 185
		SP:Iteration 11Q (18359.080000 sec): 3 clusters
  Score: Raw -1077855.148574 + Penalty 3030.830210 = -1074824.318364
  nChanged 210
		SP:Iteration 12Q (18359.390000 sec): 3 clusters
  Score: Raw -1077935.363203 + Penalty 3030.830210 = -1074904.532993
  nChanged 207
		SP:Iteration 13Q (18359.630000 sec): 3 clusters
  Score: Raw -1078000.870303 + Penalty 3030.830210 = -1074970.040093
  nChanged 188
		SP:Iteration 14Q (18359.930000 sec): 3 clusters
  Score: Raw -1078066.406479 + Penalty 3030.830210 = -1075035.576268
  nChanged 162
		SP:Iteration 15Q (18360.200000 sec): 3 clusters
  Score: Raw -1078118.608808 + Penalty 3030.830210 = -1075087.778598
  nChanged 122
		SP:Iteration 16Q (18360.400000 sec): 3 clusters
  Score: Raw -1078157.578467 + Penalty 3030.830210 = -1075126.748257
  nChanged 136
		SP:Iteration 17Q (18360.680000 sec): 3 clusters
  Score: Raw -1078202.898535 + Penalty 3030.830210 = -1075172.068324
  nChanged 133
		SP:Iteration 18Q (18360.960000 sec): 3 clusters
  Score: Raw -1078241.551906 + Penalty 3030.830210 = -1075210.721696
  nChanged 131
		SP:Iteration 19Q (18361.180000 sec): 3 clusters
  Score: Raw -1078277.423924 + Penalty 3030.830210 = -1075246.593714
  nChanged 129
		SP:Iteration 20F (18361.370000 sec): 3 clusters
  Score: Raw -1078315.334933 + Penalty 3030.830210 = -1075284.504723
  nChanged 129
		SP:Iteration 21Q (18361.610000 sec): 3 clusters
  Score: Raw -1078352.989924 + Penalty 3030.830210 = -1075322.159714
  nChanged 139
		SP:Iteration 22Q (18361.870000 sec): 3 clusters
  Score: Raw -1078392.219144 + Penalty 3030.830210 = -1075361.388934
  nChanged 116
		SP:Iteration 23Q (18362.050000 sec): 3 clusters
  Score: Raw -1078421.739736 + Penalty 3030.830210 = -1075390.909526
  nChanged 108
		SP:Iteration 24Q (18362.260000 sec): 3 clusters
  Score: Raw -1078455.085430 + Penalty 3030.830210 = -1075424.255220
  nChanged 127
		SP:Iteration 25Q (18362.520000 sec): 3 clusters
  Score: Raw -1078497.977564 + Penalty 3030.830210 = -1075467.147354
  nChanged 129
		SP:Iteration 26Q (18362.750000 sec): 3 clusters
  Score: Raw -1078541.317417 + Penalty 3030.830210 = -1075510.487207
  nChanged 103
		SP:Iteration 27Q (18362.960000 sec): 3 clusters
  Score: Raw -1078576.466036 + Penalty 3030.830210 = -1075545.635826
  nChanged 106
		SP:Iteration 28Q (18363.210000 sec): 3 clusters
  Score: Raw -1078613.315088 + Penalty 3030.830210 = -1075582.484878
  nChanged 113
		SP:Iteration 29Q (18363.470000 sec): 3 clusters
  Score: Raw -1078654.506149 + Penalty 3030.830210 = -1075623.675939
  nChanged 116
		SP:Iteration 30Q (18363.660000 sec): 3 clusters
  Score: Raw -1078703.955091 + Penalty 3030.830210 = -1075673.124880
  nChanged 136
		SP:Iteration 31Q (18363.880000 sec): 3 clusters
  Score: Raw -1078761.057958 + Penalty 3030.830210 = -1075730.227747
  nChanged 141
		SP:Iteration 32Q (18364.100000 sec): 3 clusters
  Score: Raw -1078817.038516 + Penalty 3030.830210 = -1075786.208305
  nChanged 137
		SP:Iteration 33Q (18364.340000 sec): 3 clusters
  Score: Raw -1078876.165931 + Penalty 3030.830210 = -1075845.335721
  nChanged 142
		SP:Iteration 34Q (18364.520000 sec): 3 clusters
  Score: Raw -1078946.764749 + Penalty 3030.830210 = -1075915.934539
  nChanged 138
		SP:Iteration 35Q (18364.790000 sec): 3 clusters
  Score: Raw -1079011.091647 + Penalty 3030.830210 = -1075980.261437
  nChanged 116
		SP:Iteration 36Q (18364.990000 sec): 3 clusters
  Score: Raw -1079056.959848 + Penalty 3030.830210 = -1076026.129638
  nChanged 88
		SP:Iteration 37Q (18365.250000 sec): 3 clusters
  Score: Raw -1079090.056243 + Penalty 3030.830210 = -1076059.226033
  nChanged 88
		SP:Iteration 38Q (18365.530000 sec): 3 clusters
  Score: Raw -1079120.778334 + Penalty 3030.830210 = -1076089.948123
  nChanged 71
		SP:Iteration 39Q (18365.790000 sec): 3 clusters
  Score: Raw -1079143.827369 + Penalty 3030.830210 = -1076112.997159
  nChanged 58
		SP:Iteration 40F (18366.020000 sec): 3 clusters
  Score: Raw -1079166.229728 + Penalty 3030.830210 = -1076135.399517
  nChanged 56
		SP:Iteration 41Q (18366.210000 sec): 3 clusters
  Score: Raw -1079186.331581 + Penalty 3030.830210 = -1076155.501371
  nChanged 53
		SP:Iteration 42Q (18366.430000 sec): 3 clusters
  Score: Raw -1079202.203631 + Penalty 3030.830210 = -1076171.373421
  nChanged 44
		SP:Iteration 43Q (18366.670000 sec): 3 clusters
  Score: Raw -1079215.850817 + Penalty 3030.830210 = -1076185.020607
  nChanged 40
		SP:Iteration 44Q (18366.930000 sec): 3 clusters
  Score: Raw -1079229.199402 + Penalty 3030.830210 = -1076198.369191
  nChanged 37
		SP:Iteration 45Q (18367.190000 sec): 3 clusters
  Score: Raw -1079241.147484 + Penalty 3030.830210 = -1076210.317273
  nChanged 31
		SP:Iteration 46Q (18367.430000 sec): 3 clusters
  Score: Raw -1079251.404292 + Penalty 3030.830210 = -1076220.574081
  nChanged 22
		SP:Iteration 47Q (18367.690000 sec): 3 clusters
  Score: Raw -1079256.297395 + Penalty 3030.830210 = -1076225.467185
  nChanged 20
		SP:Iteration 48Q (18367.940000 sec): 3 clusters
  Score: Raw -1079261.631214 + Penalty 3030.830210 = -1076230.801004
  nChanged 21
		SP:Iteration 49Q (18368.180000 sec): 3 clusters
  Score: Raw -1079267.151763 + Penalty 3030.830210 = -1076236.321553
  nChanged 21
		SP:Iteration 50Q (18368.440000 sec): 3 clusters
  Score: Raw -1079273.276977 + Penalty 3030.830210 = -1076242.446767
  nChanged 22
		SP:Iteration 51Q (18368.690000 sec): 3 clusters
  Score: Raw -1079279.561455 + Penalty 3030.830210 = -1076248.731244
  nChanged 13
		SP:Iteration 52Q (18368.970000 sec): 3 clusters
  Score: Raw -1079282.803932 + Penalty 3030.830210 = -1076251.973722
  nChanged 14
		SP:Iteration 53Q (18369.210000 sec): 3 clusters
  Score: Raw -1079285.092578 + Penalty 3030.830210 = -1076254.262368
  nChanged 6
		SP:Iteration 54Q (18369.490000 sec): 3 clusters
  Score: Raw -1079286.214704 + Penalty 3030.830210 = -1076255.384493
  nChanged 4
		SP:Iteration 55Q (18369.760000 sec): 3 clusters
  Score: Raw -1079287.094983 + Penalty 3030.830210 = -1076256.264772
  nChanged 4
		SP:Iteration 56Q (18370.020000 sec): 3 clusters
  Score: Raw -1079288.350785 + Penalty 3030.830210 = -1076257.520575
  nChanged 4
		SP:Iteration 57Q (18370.230000 sec): 3 clusters
  Score: Raw -1079289.103271 + Penalty 3030.830210 = -1076258.273060
  nChanged 4
		SP:Iteration 58Q (18370.470000 sec): 3 clusters
  Score: Raw -1079289.628637 + Penalty 3030.830210 = -1076258.798427
  nChanged 4
		SP:Iteration 59Q (18370.720000 sec): 3 clusters
  Score: Raw -1079290.554040 + Penalty 3030.830210 = -1076259.723830
  nChanged 3
		SP:Iteration 60F (18370.900000 sec): 3 clusters
  Score: Raw -1079291.043108 + Penalty 3030.830210 = -1076260.212897
  nChanged 2
		SP:Iteration 61Q (18371.140000 sec): 3 clusters
  Score: Raw -1079291.845017 + Penalty 3030.830210 = -1076261.014806
  nChanged 3
		SP:Iteration 62Q (18371.340000 sec): 3 clusters
  Score: Raw -1079292.830931 + Penalty 3030.830210 = -1076262.000721
  nChanged 3
		SP:Iteration 63Q (18371.580000 sec): 3 clusters
  Score: Raw -1079293.501438 + Penalty 3030.830210 = -1076262.671228
  nChanged 3
		SP:Iteration 64Q (18371.790000 sec): 3 clusters
  Score: Raw -1079293.942925 + Penalty 3030.830210 = -1076263.112714
  nChanged 1
		SP:Iteration 65Q (18372.010000 sec): 3 clusters
  Score: Raw -1079294.258773 + Penalty 3030.830210 = -1076263.428563
  nChanged 2
		SP:Iteration 66Q (18372.230000 sec): 3 clusters
  Score: Raw -1079294.674219 + Penalty 3030.830210 = -1076263.844009
  nChanged 2
		SP:Iteration 67Q (18372.430000 sec): 3 clusters
  Score: Raw -1079295.109297 + Penalty 3030.830210 = -1076264.279086
  nChanged 6
		SP:Iteration 68Q (18372.660000 sec): 3 clusters
  Score: Raw -1079296.496595 + Penalty 3030.830210 = -1076265.666384
  nChanged 5
		SP:Iteration 69Q (18372.890000 sec): 3 clusters
  Score: Raw -1079297.476685 + Penalty 3030.830210 = -1076266.646475
  nChanged 4
		SP:Iteration 70Q (18373.110000 sec): 3 clusters
  Score: Raw -1079298.109936 + Penalty 3030.830210 = -1076267.279726
  nChanged 3
		SP:Iteration 71Q (18373.370000 sec): 3 clusters
  Score: Raw -1079298.607837 + Penalty 3030.830210 = -1076267.777626
  nChanged 4
		SP:Iteration 72Q (18373.590000 sec): 3 clusters
  Score: Raw -1079299.681876 + Penalty 3030.830210 = -1076268.851666
  nChanged 4
		SP:Iteration 73Q (18373.840000 sec): 3 clusters
  Score: Raw -1079300.820668 + Penalty 3030.830210 = -1076269.990457
  nChanged 7
		SP:Iteration 74Q (18374.000000 sec): 3 clusters
  Score: Raw -1079303.207729 + Penalty 3030.830210 = -1076272.377519
  nChanged 7
		SP:Iteration 75Q (18374.260000 sec): 3 clusters
  Score: Raw -1079304.325995 + Penalty 3030.830210 = -1076273.495785
  nChanged 7
		SP:Iteration 76Q (18374.460000 sec): 3 clusters
  Score: Raw -1079305.436352 + Penalty 3030.830210 = -1076274.606141
  nChanged 5
		SP:Iteration 77Q (18374.650000 sec): 3 clusters
  Score: Raw -1079306.419762 + Penalty 3030.830210 = -1076275.589552
  nChanged 5
		SP:Iteration 78Q (18374.860000 sec): 3 clusters
  Score: Raw -1079307.742560 + Penalty 3030.830210 = -1076276.912350
  nChanged 5
		SP:Iteration 79Q (18375.060000 sec): 3 clusters
  Score: Raw -1079308.687932 + Penalty 3030.830210 = -1076277.857721
  nChanged 4
		SP:Iteration 80F (18375.310000 sec): 3 clusters
  Score: Raw -1079309.216548 + Penalty 3030.830210 = -1076278.386337
  nChanged 2
		SP:Iteration 81Q (18375.530000 sec): 3 clusters
  Score: Raw -1079309.526879 + Penalty 3030.830210 = -1076278.696669
  nChanged 2
		SP:Iteration 82Q (18375.810000 sec): 3 clusters
  Score: Raw -1079310.190810 + Penalty 3030.830210 = -1076279.360600
  nChanged 3
		SP:Iteration 83Q (18376.030000 sec): 3 clusters
  Score: Raw -1079310.759153 + Penalty 3030.830210 = -1076279.928942
  nChanged 1
		SP:Iteration 84Q (18376.270000 sec): 3 clusters
  Score: Raw -1079310.925605 + Penalty 3030.830210 = -1076280.095395
  nChanged 2
		SP:Iteration 85Q (18376.510000 sec): 3 clusters
  Score: Raw -1079311.357301 + Penalty 3030.830210 = -1076280.527090
  nChanged 2
		SP:Iteration 86Q (18376.780000 sec): 3 clusters
  Score: Raw -1079311.519079 + Penalty 3030.830210 = -1076280.688869
  nChanged 0
		SP:Iteration 87F (18376.980000 sec): 3 clusters
  Score: Raw -1079311.519079 + Penalty 3030.830210 = -1076280.688869
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 17 (1773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18377.060000 sec): 2 clusters
  Score: Raw -184459.145242 + Penalty 1215.569600 = -183243.575642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18377.280000 sec): 3 clusters
  Score: Raw -183757.080417 + Penalty 2431.139199 = -181325.941217
  nChanged 596
		SP:Iteration 1F (18377.450000 sec): 3 clusters
  Score: Raw -184196.779114 + Penalty 2431.139199 = -181765.639914
  nChanged 154
		SP:Iteration 2F (18377.650000 sec): 3 clusters
  Score: Raw -184282.878517 + Penalty 2431.139199 = -181851.739318
  nChanged 69
		SP:Iteration 3Q (18377.780000 sec): 3 clusters
  Score: Raw -184328.253608 + Penalty 2431.139199 = -181897.114409
  nChanged 39
		SP:Iteration 4Q (18377.970000 sec): 3 clusters
  Score: Raw -184351.633150 + Penalty 2431.139199 = -181920.493951
  nChanged 32
		SP:Iteration 5Q (18378.140000 sec): 3 clusters
  Score: Raw -184371.751850 + Penalty 2431.139199 = -181940.612651
  nChanged 25
		SP:Iteration 6Q (18378.300000 sec): 3 clusters
  Score: Raw -184383.401200 + Penalty 2431.139199 = -181952.262000
  nChanged 20
		SP:Iteration 7Q (18378.490000 sec): 3 clusters
  Score: Raw -184395.453332 + Penalty 2431.139199 = -181964.314132
  nChanged 13
		SP:Iteration 8Q (18378.710000 sec): 3 clusters
  Score: Raw -184403.144659 + Penalty 2431.139199 = -181972.005460
  nChanged 14
		SP:Iteration 9Q (18378.910000 sec): 3 clusters
  Score: Raw -184412.658050 + Penalty 2431.139199 = -181981.518850
  nChanged 14
		SP:Iteration 10Q (18379.070000 sec): 3 clusters
  Score: Raw -184420.999134 + Penalty 2431.139199 = -181989.859934
  nChanged 11
		SP:Iteration 11Q (18379.250000 sec): 3 clusters
  Score: Raw -184426.127506 + Penalty 2431.139199 = -181994.988306
  nChanged 9
		SP:Iteration 12Q (18379.400000 sec): 3 clusters
  Score: Raw -184431.263586 + Penalty 2431.139199 = -182000.124387
  nChanged 11
		SP:Iteration 13Q (18379.570000 sec): 3 clusters
  Score: Raw -184435.135837 + Penalty 2431.139199 = -182003.996637
  nChanged 10
		SP:Iteration 14Q (18379.710000 sec): 3 clusters
  Score: Raw -184441.295115 + Penalty 2431.139199 = -182010.155916
  nChanged 9
		SP:Iteration 15Q (18379.920000 sec): 3 clusters
  Score: Raw -184446.666254 + Penalty 2431.139199 = -182015.527054
  nChanged 11
		SP:Iteration 16Q (18380.080000 sec): 3 clusters
  Score: Raw -184452.349595 + Penalty 2431.139199 = -182021.210395
  nChanged 5
		SP:Iteration 17Q (18380.260000 sec): 3 clusters
  Score: Raw -184454.570905 + Penalty 2431.139199 = -182023.431706
  nChanged 4
		SP:Iteration 18Q (18380.410000 sec): 3 clusters
  Score: Raw -184456.539721 + Penalty 2431.139199 = -182025.400521
  nChanged 5
		SP:Iteration 19Q (18380.540000 sec): 3 clusters
  Score: Raw -184458.631936 + Penalty 2431.139199 = -182027.492737
  nChanged 2
		SP:Iteration 20F (18380.720000 sec): 3 clusters
  Score: Raw -184460.173326 + Penalty 2431.139199 = -182029.034127
  nChanged 1
		SP:Iteration 21Q (18380.860000 sec): 3 clusters
  Score: Raw -184460.662659 + Penalty 2431.139199 = -182029.523460
  nChanged 0
		SP:Iteration 22F (18381.020000 sec): 3 clusters
  Score: Raw -184460.662659 + Penalty 2431.139199 = -182029.523460
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 18 (119805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18381.620000 sec): 2 clusters
  Score: Raw -12534416.636539 + Penalty 1900.213364 = -12532516.423175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18382.450000 sec): 3 clusters
  Score: Raw -12456152.743576 + Penalty 3800.426728 = -12452352.316849
  nChanged 57462
		SP:Iteration 1F (18383.280000 sec): 3 clusters
  Score: Raw -12490117.275193 + Penalty 3800.426728 = -12486316.848466
  nChanged 4892
		SP:Iteration 2Q (18384.070000 sec): 3 clusters
  Score: Raw -12491982.570966 + Penalty 3800.426728 = -12488182.144238
  nChanged 5769
		SP:Iteration 3Q (18384.930000 sec): 3 clusters
  Score: Raw -12494583.861816 + Penalty 3800.426728 = -12490783.435088
  nChanged 6658
		SP:Iteration 4F (18385.930000 sec): 3 clusters
  Score: Raw -12498100.950844 + Penalty 3800.426728 = -12494300.524116
  nChanged 7346
		SP:Iteration 5F (18386.700000 sec): 3 clusters
  Score: Raw -12502346.113510 + Penalty 3800.426728 = -12498545.686782
  nChanged 7731
		SP:Iteration 6F (18387.440000 sec): 3 clusters
  Score: Raw -12507102.663273 + Penalty 3800.426728 = -12503302.236546
  nChanged 7723
		SP:Iteration 7F (18388.130000 sec): 3 clusters
  Score: Raw -12512250.578407 + Penalty 3800.426728 = -12508450.151679
  nChanged 7563
		SP:Iteration 8F (18388.890000 sec): 3 clusters
  Score: Raw -12517649.787010 + Penalty 3800.426728 = -12513849.360283
  nChanged 6817
		SP:Iteration 9F (18389.680000 sec): 3 clusters
  Score: Raw -12522815.835043 + Penalty 3800.426728 = -12519015.408316
  nChanged 5726
		SP:Iteration 10Q (18390.480000 sec): 3 clusters
  Score: Raw -12527217.236687 + Penalty 3800.426728 = -12523416.809960
  nChanged 4247
		SP:Iteration 11Q (18391.190000 sec): 3 clusters
  Score: Raw -12530417.481298 + Penalty 3800.426728 = -12526617.054570
  nChanged 2722
		SP:Iteration 12Q (18391.870000 sec): 3 clusters
  Score: Raw -12532380.427108 + Penalty 3800.426728 = -12528580.000381
  nChanged 1602
		SP:Iteration 13Q (18392.560000 sec): 3 clusters
  Score: Raw -12533474.693870 + Penalty 3800.426728 = -12529674.267142
  nChanged 889
		SP:Iteration 14Q (18393.310000 sec): 3 clusters
  Score: Raw -12534046.939711 + Penalty 3800.426728 = -12530246.512984
  nChanged 469
		SP:Iteration 15Q (18393.990000 sec): 3 clusters
  Score: Raw -12534339.584507 + Penalty 3800.426728 = -12530539.157779
  nChanged 267
		SP:Iteration 16Q (18394.620000 sec): 3 clusters
  Score: Raw -12534503.012543 + Penalty 3800.426728 = -12530702.585816
  nChanged 148
		SP:Iteration 17Q (18395.260000 sec): 3 clusters
  Score: Raw -12534596.200982 + Penalty 3800.426728 = -12530795.774255
  nChanged 104
		SP:Iteration 18Q (18395.870000 sec): 3 clusters
  Score: Raw -12534649.438127 + Penalty 3800.426728 = -12530849.011399
  nChanged 64
		SP:Iteration 19Q (18396.460000 sec): 3 clusters
  Score: Raw -12534684.965256 + Penalty 3800.426728 = -12530884.538529
  nChanged 41
		SP:Iteration 20F (18397.120000 sec): 3 clusters
  Score: Raw -12534704.768458 + Penalty 3800.426728 = -12530904.341731
  nChanged 35
		SP:Iteration 21Q (18397.690000 sec): 3 clusters
  Score: Raw -12534725.332111 + Penalty 3800.426728 = -12530924.905383
  nChanged 37
		SP:Iteration 22Q (18398.330000 sec): 3 clusters
  Score: Raw -12534744.717179 + Penalty 3800.426728 = -12530944.290452
  nChanged 27
		SP:Iteration 23Q (18399.000000 sec): 3 clusters
  Score: Raw -12534760.066944 + Penalty 3800.426728 = -12530959.640216
  nChanged 26
		SP:Iteration 24Q (18399.610000 sec): 3 clusters
  Score: Raw -12534776.502979 + Penalty 3800.426728 = -12530976.076252
  nChanged 19
		SP:Iteration 25Q (18400.270000 sec): 3 clusters
  Score: Raw -12534784.800165 + Penalty 3800.426728 = -12530984.373437
  nChanged 10
		SP:Iteration 26Q (18400.880000 sec): 3 clusters
  Score: Raw -12534787.953868 + Penalty 3800.426728 = -12530987.527141
  nChanged 8
		SP:Iteration 27Q (18401.460000 sec): 3 clusters
  Score: Raw -12534791.540509 + Penalty 3800.426728 = -12530991.113782
  nChanged 9
		SP:Iteration 28Q (18402.080000 sec): 3 clusters
  Score: Raw -12534795.294797 + Penalty 3800.426728 = -12530994.868069
  nChanged 8
		SP:Iteration 29Q (18402.640000 sec): 3 clusters
  Score: Raw -12534797.316629 + Penalty 3800.426728 = -12530996.889902
  nChanged 6
		SP:Iteration 30Q (18403.240000 sec): 3 clusters
  Score: Raw -12534799.548437 + Penalty 3800.426728 = -12530999.121709
  nChanged 5
		SP:Iteration 31Q (18403.840000 sec): 3 clusters
  Score: Raw -12534801.304237 + Penalty 3800.426728 = -12531000.877509
  nChanged 3
		SP:Iteration 32Q (18404.430000 sec): 3 clusters
  Score: Raw -12534803.127004 + Penalty 3800.426728 = -12531002.700277
  nChanged 3
		SP:Iteration 33Q (18405.040000 sec): 3 clusters
  Score: Raw -12534805.208418 + Penalty 3800.426728 = -12531004.781690
  nChanged 4
		SP:Iteration 34Q (18405.680000 sec): 3 clusters
  Score: Raw -12534807.066832 + Penalty 3800.426728 = -12531006.640104
  nChanged 3
		SP:Iteration 35Q (18406.290000 sec): 3 clusters
  Score: Raw -12534808.345862 + Penalty 3800.426728 = -12531007.919135
  nChanged 5
		SP:Iteration 36Q (18406.970000 sec): 3 clusters
  Score: Raw -12534809.993804 + Penalty 3800.426728 = -12531009.567077
  nChanged 3
		SP:Iteration 37Q (18407.620000 sec): 3 clusters
  Score: Raw -12534811.223003 + Penalty 3800.426728 = -12531010.796276
  nChanged 3
		SP:Iteration 38Q (18408.360000 sec): 3 clusters
  Score: Raw -12534812.323094 + Penalty 3800.426728 = -12531011.896366
  nChanged 1
		SP:Iteration 39Q (18408.990000 sec): 3 clusters
  Score: Raw -12534812.628552 + Penalty 3800.426728 = -12531012.201825
  nChanged 0
		SP:Iteration 40F (18409.810000 sec): 3 clusters
  Score: Raw -12534812.628552 + Penalty 3800.426728 = -12531012.201825
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 19 (41141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18410.140000 sec): 2 clusters
  Score: Raw -4396524.417752 + Penalty 1726.523576 = -4394797.894175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18410.600000 sec): 3 clusters
  Score: Raw -4370760.068393 + Penalty 3453.047153 = -4367307.021240
  nChanged 19094
		SP:Iteration 1F (18411.010000 sec): 3 clusters
  Score: Raw -4381463.072644 + Penalty 3453.047153 = -4378010.025491
  nChanged 1830
		SP:Iteration 2Q (18411.470000 sec): 3 clusters
  Score: Raw -4382100.679663 + Penalty 3453.047153 = -4378647.632510
  nChanged 2055
		SP:Iteration 3Q (18411.860000 sec): 3 clusters
  Score: Raw -4382952.095541 + Penalty 3453.047153 = -4379499.048388
  nChanged 2271
		SP:Iteration 4F (18412.250000 sec): 3 clusters
  Score: Raw -4384143.813717 + Penalty 3453.047153 = -4380690.766565
  nChanged 2528
		SP:Iteration 5F (18412.630000 sec): 3 clusters
  Score: Raw -4385755.097974 + Penalty 3453.047153 = -4382302.050821
  nChanged 2815
		SP:Iteration 6F (18412.970000 sec): 3 clusters
  Score: Raw -4387907.810029 + Penalty 3453.047153 = -4384454.762876
  nChanged 2709
		SP:Iteration 7F (18413.310000 sec): 3 clusters
  Score: Raw -4390295.086332 + Penalty 3453.047153 = -4386842.039179
  nChanged 2240
		SP:Iteration 8F (18413.720000 sec): 3 clusters
  Score: Raw -4392530.369466 + Penalty 3453.047153 = -4389077.322313
  nChanged 1619
		SP:Iteration 9Q (18414.060000 sec): 3 clusters
  Score: Raw -4394175.507179 + Penalty 3453.047153 = -4390722.460026
  nChanged 1115
		SP:Iteration 10Q (18414.420000 sec): 3 clusters
  Score: Raw -4395106.279752 + Penalty 3453.047153 = -4391653.232599
  nChanged 755
		SP:Iteration 11Q (18414.770000 sec): 3 clusters
  Score: Raw -4395615.156159 + Penalty 3453.047153 = -4392162.109006
  nChanged 501
		SP:Iteration 12Q (18415.130000 sec): 3 clusters
  Score: Raw -4395878.932798 + Penalty 3453.047153 = -4392425.885645
  nChanged 366
		SP:Iteration 13Q (18415.480000 sec): 3 clusters
  Score: Raw -4396040.330386 + Penalty 3453.047153 = -4392587.283233
  nChanged 298
		SP:Iteration 14Q (18415.850000 sec): 3 clusters
  Score: Raw -4396156.314869 + Penalty 3453.047153 = -4392703.267716
  nChanged 225
		SP:Iteration 15Q (18416.140000 sec): 3 clusters
  Score: Raw -4396230.452694 + Penalty 3453.047153 = -4392777.405541
  nChanged 189
		SP:Iteration 16Q (18416.430000 sec): 3 clusters
  Score: Raw -4396295.525893 + Penalty 3453.047153 = -4392842.478740
  nChanged 188
		SP:Iteration 17Q (18416.770000 sec): 3 clusters
  Score: Raw -4396365.127100 + Penalty 3453.047153 = -4392912.079947
  nChanged 169
		SP:Iteration 18Q (18417.130000 sec): 3 clusters
  Score: Raw -4396432.578479 + Penalty 3453.047153 = -4392979.531326
  nChanged 171
		SP:Iteration 19Q (18417.420000 sec): 3 clusters
  Score: Raw -4396502.116503 + Penalty 3453.047153 = -4393049.069350
  nChanged 154
		SP:Iteration 20F (18417.790000 sec): 3 clusters
  Score: Raw -4396557.776992 + Penalty 3453.047153 = -4393104.729839
  nChanged 127
		SP:Iteration 21Q (18418.130000 sec): 3 clusters
  Score: Raw -4396599.370337 + Penalty 3453.047153 = -4393146.323184
  nChanged 113
		SP:Iteration 22Q (18418.480000 sec): 3 clusters
  Score: Raw -4396640.285665 + Penalty 3453.047153 = -4393187.238512
  nChanged 98
		SP:Iteration 23Q (18418.830000 sec): 3 clusters
  Score: Raw -4396672.229827 + Penalty 3453.047153 = -4393219.182674
  nChanged 59
		SP:Iteration 24Q (18419.170000 sec): 3 clusters
  Score: Raw -4396685.838032 + Penalty 3453.047153 = -4393232.790879
  nChanged 50
		SP:Iteration 25Q (18419.510000 sec): 3 clusters
  Score: Raw -4396699.649466 + Penalty 3453.047153 = -4393246.602313
  nChanged 47
		SP:Iteration 26Q (18419.840000 sec): 3 clusters
  Score: Raw -4396711.006815 + Penalty 3453.047153 = -4393257.959662
  nChanged 44
		SP:Iteration 27Q (18420.180000 sec): 3 clusters
  Score: Raw -4396721.833526 + Penalty 3453.047153 = -4393268.786374
  nChanged 37
		SP:Iteration 28Q (18420.590000 sec): 3 clusters
  Score: Raw -4396733.651152 + Penalty 3453.047153 = -4393280.603999
  nChanged 36
		SP:Iteration 29Q (18420.960000 sec): 3 clusters
  Score: Raw -4396745.587626 + Penalty 3453.047153 = -4393292.540473
  nChanged 36
		SP:Iteration 30Q (18421.360000 sec): 3 clusters
  Score: Raw -4396755.089342 + Penalty 3453.047153 = -4393302.042189
  nChanged 31
		SP:Iteration 31Q (18421.730000 sec): 3 clusters
  Score: Raw -4396765.596535 + Penalty 3453.047153 = -4393312.549383
  nChanged 32
		SP:Iteration 32Q (18422.150000 sec): 3 clusters
  Score: Raw -4396777.336297 + Penalty 3453.047153 = -4393324.289144
  nChanged 38
		SP:Iteration 33Q (18422.530000 sec): 3 clusters
  Score: Raw -4396789.859700 + Penalty 3453.047153 = -4393336.812548
  nChanged 35
		SP:Iteration 34Q (18422.850000 sec): 3 clusters
  Score: Raw -4396799.964756 + Penalty 3453.047153 = -4393346.917603
  nChanged 30
		SP:Iteration 35Q (18423.190000 sec): 3 clusters
  Score: Raw -4396809.920760 + Penalty 3453.047153 = -4393356.873608
  nChanged 24
		SP:Iteration 36Q (18423.610000 sec): 3 clusters
  Score: Raw -4396817.701870 + Penalty 3453.047153 = -4393364.654717
  nChanged 20
		SP:Iteration 37Q (18423.980000 sec): 3 clusters
  Score: Raw -4396823.628799 + Penalty 3453.047153 = -4393370.581647
  nChanged 18
		SP:Iteration 38Q (18424.360000 sec): 3 clusters
  Score: Raw -4396828.663480 + Penalty 3453.047153 = -4393375.616327
  nChanged 17
		SP:Iteration 39Q (18424.710000 sec): 3 clusters
  Score: Raw -4396833.522391 + Penalty 3453.047153 = -4393380.475238
  nChanged 11
		SP:Iteration 40F (18425.040000 sec): 3 clusters
  Score: Raw -4396837.036583 + Penalty 3453.047153 = -4393383.989430
  nChanged 15
		SP:Iteration 41Q (18425.320000 sec): 3 clusters
  Score: Raw -4396841.744192 + Penalty 3453.047153 = -4393388.697039
  nChanged 13
		SP:Iteration 42Q (18425.650000 sec): 3 clusters
  Score: Raw -4396846.177858 + Penalty 3453.047153 = -4393393.130705
  nChanged 13
		SP:Iteration 43Q (18425.960000 sec): 3 clusters
  Score: Raw -4396850.872311 + Penalty 3453.047153 = -4393397.825158
  nChanged 17
		SP:Iteration 44Q (18426.340000 sec): 3 clusters
  Score: Raw -4396856.772880 + Penalty 3453.047153 = -4393403.725728
  nChanged 10
		SP:Iteration 45Q (18426.630000 sec): 3 clusters
  Score: Raw -4396859.428508 + Penalty 3453.047153 = -4393406.381355
  nChanged 12
		SP:Iteration 46Q (18426.970000 sec): 3 clusters
  Score: Raw -4396862.529828 + Penalty 3453.047153 = -4393409.482675
  nChanged 8
		SP:Iteration 47Q (18427.270000 sec): 3 clusters
  Score: Raw -4396864.799805 + Penalty 3453.047153 = -4393411.752653
  nChanged 5
		SP:Iteration 48Q (18427.590000 sec): 3 clusters
  Score: Raw -4396866.435729 + Penalty 3453.047153 = -4393413.388576
  nChanged 5
		SP:Iteration 49Q (18427.980000 sec): 3 clusters
  Score: Raw -4396867.963112 + Penalty 3453.047153 = -4393414.915959
  nChanged 4
		SP:Iteration 50Q (18428.350000 sec): 3 clusters
  Score: Raw -4396868.622725 + Penalty 3453.047153 = -4393415.575572
  nChanged 2
		SP:Iteration 51Q (18428.670000 sec): 3 clusters
  Score: Raw -4396868.876644 + Penalty 3453.047153 = -4393415.829491
  nChanged 2
		SP:Iteration 52Q (18428.990000 sec): 3 clusters
  Score: Raw -4396869.328515 + Penalty 3453.047153 = -4393416.281362
  nChanged 2
		SP:Iteration 53Q (18429.380000 sec): 3 clusters
  Score: Raw -4396869.693206 + Penalty 3453.047153 = -4393416.646053
  nChanged 2
		SP:Iteration 54Q (18429.780000 sec): 3 clusters
  Score: Raw -4396870.261225 + Penalty 3453.047153 = -4393417.214072
  nChanged 0
		SP:Iteration 55F (18430.090000 sec): 3 clusters
  Score: Raw -4396870.261225 + Penalty 3453.047153 = -4393417.214072
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 20 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18430.210000 sec): 2 clusters
  Score: Raw -187768.564399 + Penalty 1221.685429 = -186546.878969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18430.450000 sec): 3 clusters
  Score: Raw -186974.669880 + Penalty 2443.370859 = -184531.299021
  nChanged 649
		SP:Iteration 1F (18430.610000 sec): 3 clusters
  Score: Raw -187413.595247 + Penalty 2443.370859 = -184970.224388
  nChanged 137
		SP:Iteration 2F (18430.830000 sec): 3 clusters
  Score: Raw -187522.415873 + Penalty 2443.370859 = -185079.045014
  nChanged 98
		SP:Iteration 3F (18431.060000 sec): 3 clusters
  Score: Raw -187599.812797 + Penalty 2443.370859 = -185156.441938
  nChanged 76
		SP:Iteration 4Q (18431.290000 sec): 3 clusters
  Score: Raw -187655.824393 + Penalty 2443.370859 = -185212.453534
  nChanged 60
		SP:Iteration 5Q (18431.460000 sec): 3 clusters
  Score: Raw -187700.262955 + Penalty 2443.370859 = -185256.892097
  nChanged 45
		SP:Iteration 6Q (18431.680000 sec): 3 clusters
  Score: Raw -187736.463132 + Penalty 2443.370859 = -185293.092274
  nChanged 34
		SP:Iteration 7Q (18431.880000 sec): 3 clusters
  Score: Raw -187762.241642 + Penalty 2443.370859 = -185318.870783
  nChanged 31
		SP:Iteration 8Q (18432.110000 sec): 3 clusters
  Score: Raw -187779.120875 + Penalty 2443.370859 = -185335.750016
  nChanged 24
		SP:Iteration 9Q (18432.250000 sec): 3 clusters
  Score: Raw -187791.264039 + Penalty 2443.370859 = -185347.893180
  nChanged 17
		SP:Iteration 10Q (18432.460000 sec): 3 clusters
  Score: Raw -187798.949961 + Penalty 2443.370859 = -185355.579102
  nChanged 14
		SP:Iteration 11Q (18432.710000 sec): 3 clusters
  Score: Raw -187807.325909 + Penalty 2443.370859 = -185363.955051
  nChanged 19
		SP:Iteration 12Q (18432.900000 sec): 3 clusters
  Score: Raw -187818.605073 + Penalty 2443.370859 = -185375.234214
  nChanged 17
		SP:Iteration 13Q (18433.130000 sec): 3 clusters
  Score: Raw -187826.510622 + Penalty 2443.370859 = -185383.139763
  nChanged 9
		SP:Iteration 14Q (18433.310000 sec): 3 clusters
  Score: Raw -187831.153018 + Penalty 2443.370859 = -185387.782159
  nChanged 14
		SP:Iteration 15Q (18433.490000 sec): 3 clusters
  Score: Raw -187840.318841 + Penalty 2443.370859 = -185396.947982
  nChanged 17
		SP:Iteration 16Q (18433.680000 sec): 3 clusters
  Score: Raw -187846.477694 + Penalty 2443.370859 = -185403.106835
  nChanged 6
		SP:Iteration 17Q (18433.880000 sec): 3 clusters
  Score: Raw -187849.365148 + Penalty 2443.370859 = -185405.994289
  nChanged 4
		SP:Iteration 18Q (18434.080000 sec): 3 clusters
  Score: Raw -187852.158557 + Penalty 2443.370859 = -185408.787698
  nChanged 3
		SP:Iteration 19Q (18434.280000 sec): 3 clusters
  Score: Raw -187853.444279 + Penalty 2443.370859 = -185410.073420
  nChanged 3
		SP:Iteration 20F (18434.460000 sec): 3 clusters
  Score: Raw -187854.513909 + Penalty 2443.370859 = -185411.143050
  nChanged 4
		SP:Iteration 21Q (18434.590000 sec): 3 clusters
  Score: Raw -187856.116929 + Penalty 2443.370859 = -185412.746070
  nChanged 1
		SP:Iteration 22Q (18434.800000 sec): 3 clusters
  Score: Raw -187857.170968 + Penalty 2443.370859 = -185413.800109
  nChanged 1
		SP:Iteration 23Q (18434.980000 sec): 3 clusters
  Score: Raw -187857.438862 + Penalty 2443.370859 = -185414.068003
  nChanged 0
		SP:Iteration 24F (18435.160000 sec): 3 clusters
  Score: Raw -187857.438862 + Penalty 2443.370859 = -185414.068003
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 21 (3134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18435.280000 sec): 2 clusters
  Score: Raw -338978.653781 + Penalty 1308.135631 = -337670.518150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18435.460000 sec): 3 clusters
  Score: Raw -337488.133741 + Penalty 2616.271262 = -334871.862479
  nChanged 1192
		SP:Iteration 1F (18435.680000 sec): 3 clusters
  Score: Raw -338219.326496 + Penalty 2616.271262 = -335603.055234
  nChanged 291
		SP:Iteration 2F (18435.870000 sec): 3 clusters
  Score: Raw -338466.049183 + Penalty 2616.271262 = -335849.777921
  nChanged 197
		SP:Iteration 3F (18436.100000 sec): 3 clusters
  Score: Raw -338627.578276 + Penalty 2616.271262 = -336011.307014
  nChanged 167
		SP:Iteration 4F (18436.300000 sec): 3 clusters
  Score: Raw -338759.155135 + Penalty 2616.271262 = -336142.883872
  nChanged 145
		SP:Iteration 5Q (18436.470000 sec): 3 clusters
  Score: Raw -338854.038438 + Penalty 2616.271262 = -336237.767176
  nChanged 107
		SP:Iteration 6Q (18436.660000 sec): 3 clusters
  Score: Raw -338928.285385 + Penalty 2616.271262 = -336312.014122
  nChanged 102
		SP:Iteration 7Q (18436.850000 sec): 3 clusters
  Score: Raw -338981.888054 + Penalty 2616.271262 = -336365.616792
  nChanged 63
		SP:Iteration 8Q (18437.040000 sec): 3 clusters
  Score: Raw -339011.436142 + Penalty 2616.271262 = -336395.164879
  nChanged 52
		SP:Iteration 9Q (18437.240000 sec): 3 clusters
  Score: Raw -339034.087987 + Penalty 2616.271262 = -336417.816724
  nChanged 39
		SP:Iteration 10Q (18437.420000 sec): 3 clusters
  Score: Raw -339052.614539 + Penalty 2616.271262 = -336436.343277
  nChanged 32
		SP:Iteration 11Q (18437.600000 sec): 3 clusters
  Score: Raw -339069.650072 + Penalty 2616.271262 = -336453.378810
  nChanged 34
		SP:Iteration 12Q (18437.800000 sec): 3 clusters
  Score: Raw -339090.017534 + Penalty 2616.271262 = -336473.746271
  nChanged 33
		SP:Iteration 13Q (18438.000000 sec): 3 clusters
  Score: Raw -339106.110512 + Penalty 2616.271262 = -336489.839249
  nChanged 22
		SP:Iteration 14Q (18438.200000 sec): 3 clusters
  Score: Raw -339118.250886 + Penalty 2616.271262 = -336501.979623
  nChanged 20
		SP:Iteration 15Q (18438.400000 sec): 3 clusters
  Score: Raw -339130.422997 + Penalty 2616.271262 = -336514.151735
  nChanged 21
		SP:Iteration 16Q (18438.620000 sec): 3 clusters
  Score: Raw -339143.305050 + Penalty 2616.271262 = -336527.033788
  nChanged 22
		SP:Iteration 17Q (18438.810000 sec): 3 clusters
  Score: Raw -339151.534684 + Penalty 2616.271262 = -336535.263421
  nChanged 12
		SP:Iteration 18Q (18439.010000 sec): 3 clusters
  Score: Raw -339156.602397 + Penalty 2616.271262 = -336540.331135
  nChanged 8
		SP:Iteration 19Q (18439.210000 sec): 3 clusters
  Score: Raw -339159.162207 + Penalty 2616.271262 = -336542.890945
  nChanged 2
		SP:Iteration 20F (18439.390000 sec): 3 clusters
  Score: Raw -339160.268575 + Penalty 2616.271262 = -336543.997313
  nChanged 3
		SP:Iteration 21Q (18439.590000 sec): 3 clusters
  Score: Raw -339162.056600 + Penalty 2616.271262 = -336545.785337
  nChanged 9
		SP:Iteration 22Q (18439.780000 sec): 3 clusters
  Score: Raw -339165.811617 + Penalty 2616.271262 = -336549.540355
  nChanged 7
		SP:Iteration 23Q (18439.940000 sec): 3 clusters
  Score: Raw -339167.852774 + Penalty 2616.271262 = -336551.581511
  nChanged 5
		SP:Iteration 24Q (18440.180000 sec): 3 clusters
  Score: Raw -339170.119582 + Penalty 2616.271262 = -336553.848320
  nChanged 6
		SP:Iteration 25Q (18440.400000 sec): 3 clusters
  Score: Raw -339172.163927 + Penalty 2616.271262 = -336555.892665
  nChanged 8
		SP:Iteration 26Q (18440.540000 sec): 3 clusters
  Score: Raw -339174.956154 + Penalty 2616.271262 = -336558.684892
  nChanged 4
		SP:Iteration 27Q (18440.720000 sec): 3 clusters
  Score: Raw -339177.058650 + Penalty 2616.271262 = -336560.787387
  nChanged 4
		SP:Iteration 28Q (18440.900000 sec): 3 clusters
  Score: Raw -339179.815814 + Penalty 2616.271262 = -336563.544552
  nChanged 8
		SP:Iteration 29Q (18441.110000 sec): 3 clusters
  Score: Raw -339184.887274 + Penalty 2616.271262 = -336568.616012
  nChanged 3
		SP:Iteration 30Q (18441.300000 sec): 3 clusters
  Score: Raw -339186.229085 + Penalty 2616.271262 = -336569.957823
  nChanged 4
		SP:Iteration 31Q (18441.470000 sec): 3 clusters
  Score: Raw -339187.789025 + Penalty 2616.271262 = -336571.517762
  nChanged 3
		SP:Iteration 32Q (18441.660000 sec): 3 clusters
  Score: Raw -339188.950704 + Penalty 2616.271262 = -336572.679442
  nChanged 6
		SP:Iteration 33Q (18441.810000 sec): 3 clusters
  Score: Raw -339192.301340 + Penalty 2616.271262 = -336576.030077
  nChanged 3
		SP:Iteration 34Q (18442.000000 sec): 3 clusters
  Score: Raw -339195.500362 + Penalty 2616.271262 = -336579.229100
  nChanged 3
		SP:Iteration 35Q (18442.230000 sec): 3 clusters
  Score: Raw -339197.219293 + Penalty 2616.271262 = -336580.948031
  nChanged 3
		SP:Iteration 36Q (18442.400000 sec): 3 clusters
  Score: Raw -339198.716992 + Penalty 2616.271262 = -336582.445730
  nChanged 4
		SP:Iteration 37Q (18442.600000 sec): 3 clusters
  Score: Raw -339200.427825 + Penalty 2616.271262 = -336584.156562
  nChanged 4
		SP:Iteration 38Q (18442.790000 sec): 3 clusters
  Score: Raw -339202.546024 + Penalty 2616.271262 = -336586.274762
  nChanged 4
		SP:Iteration 39Q (18443.000000 sec): 3 clusters
  Score: Raw -339203.977629 + Penalty 2616.271262 = -336587.706367
  nChanged 3
		SP:Iteration 40F (18443.180000 sec): 3 clusters
  Score: Raw -339205.201383 + Penalty 2616.271262 = -336588.930121
  nChanged 1
		SP:Iteration 41Q (18443.360000 sec): 3 clusters
  Score: Raw -339205.785332 + Penalty 2616.271262 = -336589.514070
  nChanged 2
		SP:Iteration 42Q (18443.570000 sec): 3 clusters
  Score: Raw -339206.570667 + Penalty 2616.271262 = -336590.299405
  nChanged 0
		SP:Iteration 43F (18443.750000 sec): 3 clusters
  Score: Raw -339206.570667 + Penalty 2616.271262 = -336590.299405
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 22 (356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18443.810000 sec): 2 clusters
  Score: Raw -33639.361489 + Penalty 954.676244 = -32684.685245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18444.000000 sec): 3 clusters
  Score: Raw -33648.882402 + Penalty 1909.352488 = -31739.529914
  nChanged 78
		SP:Iteration 1F (18444.200000 sec): 3 clusters
  Score: Raw -33765.040892 + Penalty 1909.352488 = -31855.688404
  nChanged 27
		SP:Iteration 2F (18444.360000 sec): 3 clusters
  Score: Raw -33837.970791 + Penalty 1909.352488 = -31928.618303
  nChanged 5
		SP:Iteration 3Q (18444.620000 sec): 3 clusters
  Score: Raw -33844.667322 + Penalty 1909.352488 = -31935.314834
  nChanged 2
		SP:Iteration 4Q (18444.800000 sec): 3 clusters
  Score: Raw -33852.827718 + Penalty 1909.352488 = -31943.475230
  nChanged 4
		SP:Iteration 5Q (18445.040000 sec): 3 clusters
  Score: Raw -33863.271116 + Penalty 1909.352488 = -31953.918629
  nChanged 2
		SP:Iteration 6Q (18445.220000 sec): 3 clusters
  Score: Raw -33865.862751 + Penalty 1909.352488 = -31956.510264
  nChanged 2
		SP:Iteration 7Q (18445.400000 sec): 3 clusters
  Score: Raw -33869.929387 + Penalty 1909.352488 = -31960.576899
  nChanged 2
		SP:Iteration 8Q (18445.560000 sec): 3 clusters
  Score: Raw -33873.510117 + Penalty 1909.352488 = -31964.157629
  nChanged 3
		SP:Iteration 9Q (18445.660000 sec): 3 clusters
  Score: Raw -33877.074040 + Penalty 1909.352488 = -31967.721552
  nChanged 1
		SP:Iteration 10Q (18445.810000 sec): 3 clusters
  Score: Raw -33878.212124 + Penalty 1909.352488 = -31968.859636
  nChanged 1
		SP:Iteration 11Q (18446.010000 sec): 3 clusters
  Score: Raw -33880.503407 + Penalty 1909.352488 = -31971.150919
  nChanged 2
		SP:Iteration 12Q (18446.140000 sec): 3 clusters
  Score: Raw -33888.388241 + Penalty 1909.352488 = -31979.035754
  nChanged 4
		SP:Iteration 13Q (18446.330000 sec): 3 clusters
  Score: Raw -33893.275841 + Penalty 1909.352488 = -31983.923354
  nChanged 1
		SP:Iteration 14Q (18446.470000 sec): 3 clusters
  Score: Raw -33895.123842 + Penalty 1909.352488 = -31985.771355
  nChanged 1
		SP:Iteration 15Q (18446.610000 sec): 3 clusters
  Score: Raw -33896.390407 + Penalty 1909.352488 = -31987.037919
  nChanged 0
		SP:Iteration 16F (18446.800000 sec): 3 clusters
  Score: Raw -33896.390407 + Penalty 1909.352488 = -31987.037919
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 23 (5225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18446.890000 sec): 2 clusters
  Score: Raw -494207.860611 + Penalty 1391.196637 = -492816.663974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18447.070000 sec): 3 clusters
  Score: Raw -491451.783258 + Penalty 2782.393275 = -488669.389983
  nChanged 2144
		SP:Iteration 1F (18447.280000 sec): 3 clusters
  Score: Raw -492677.732882 + Penalty 2782.393275 = -489895.339607
  nChanged 443
		SP:Iteration 2F (18447.470000 sec): 3 clusters
  Score: Raw -492952.268879 + Penalty 2782.393275 = -490169.875604
  nChanged 354
		SP:Iteration 3F (18447.670000 sec): 3 clusters
  Score: Raw -493193.546219 + Penalty 2782.393275 = -490411.152944
  nChanged 293
		SP:Iteration 4F (18447.830000 sec): 3 clusters
  Score: Raw -493400.416355 + Penalty 2782.393275 = -490618.023080
  nChanged 290
		SP:Iteration 5F (18448.040000 sec): 3 clusters
  Score: Raw -493598.511887 + Penalty 2782.393275 = -490816.118612
  nChanged 259
		SP:Iteration 6Q (18448.270000 sec): 3 clusters
  Score: Raw -493784.735553 + Penalty 2782.393275 = -491002.342278
  nChanged 230
		SP:Iteration 7Q (18448.490000 sec): 3 clusters
  Score: Raw -493944.016230 + Penalty 2782.393275 = -491161.622955
  nChanged 225
		SP:Iteration 8Q (18448.700000 sec): 3 clusters
  Score: Raw -494100.608709 + Penalty 2782.393275 = -491318.215434
  nChanged 191
		SP:Iteration 9Q (18448.910000 sec): 3 clusters
  Score: Raw -494226.995138 + Penalty 2782.393275 = -491444.601863
  nChanged 178
		SP:Iteration 10Q (18449.160000 sec): 3 clusters
  Score: Raw -494351.173177 + Penalty 2782.393275 = -491568.779902
  nChanged 155
		SP:Iteration 11Q (18449.410000 sec): 3 clusters
  Score: Raw -494473.689054 + Penalty 2782.393275 = -491691.295779
  nChanged 130
		SP:Iteration 12Q (18449.570000 sec): 3 clusters
  Score: Raw -494566.090388 + Penalty 2782.393275 = -491783.697113
  nChanged 88
		SP:Iteration 13Q (18449.800000 sec): 3 clusters
  Score: Raw -494618.705136 + Penalty 2782.393275 = -491836.311861
  nChanged 73
		SP:Iteration 14Q (18450.040000 sec): 3 clusters
  Score: Raw -494672.925392 + Penalty 2782.393275 = -491890.532117
  nChanged 69
		SP:Iteration 15Q (18450.190000 sec): 3 clusters
  Score: Raw -494718.365929 + Penalty 2782.393275 = -491935.972654
  nChanged 58
		SP:Iteration 16Q (18450.420000 sec): 3 clusters
  Score: Raw -494759.883951 + Penalty 2782.393275 = -491977.490676
  nChanged 52
		SP:Iteration 17Q (18450.590000 sec): 3 clusters
  Score: Raw -494795.451350 + Penalty 2782.393275 = -492013.058075
  nChanged 38
		SP:Iteration 18Q (18450.800000 sec): 3 clusters
  Score: Raw -494822.947980 + Penalty 2782.393275 = -492040.554706
  nChanged 33
		SP:Iteration 19Q (18450.980000 sec): 3 clusters
  Score: Raw -494850.566426 + Penalty 2782.393275 = -492068.173151
  nChanged 30
		SP:Iteration 20F (18451.240000 sec): 3 clusters
  Score: Raw -494882.790141 + Penalty 2782.393275 = -492100.396866
  nChanged 23
		SP:Iteration 21Q (18451.450000 sec): 3 clusters
  Score: Raw -494906.046092 + Penalty 2782.393275 = -492123.652817
  nChanged 13
		SP:Iteration 22Q (18451.700000 sec): 3 clusters
  Score: Raw -494914.594145 + Penalty 2782.393275 = -492132.200870
  nChanged 11
		SP:Iteration 23Q (18451.900000 sec): 3 clusters
  Score: Raw -494919.711630 + Penalty 2782.393275 = -492137.318355
  nChanged 5
		SP:Iteration 24Q (18452.090000 sec): 3 clusters
  Score: Raw -494922.398328 + Penalty 2782.393275 = -492140.005053
  nChanged 3
		SP:Iteration 25Q (18452.280000 sec): 3 clusters
  Score: Raw -494924.088958 + Penalty 2782.393275 = -492141.695683
  nChanged 5
		SP:Iteration 26Q (18452.500000 sec): 3 clusters
  Score: Raw -494927.574103 + Penalty 2782.393275 = -492145.180828
  nChanged 5
		SP:Iteration 27Q (18452.680000 sec): 3 clusters
  Score: Raw -494933.318715 + Penalty 2782.393275 = -492150.925440
  nChanged 8
		SP:Iteration 28Q (18452.880000 sec): 3 clusters
  Score: Raw -494935.886814 + Penalty 2782.393275 = -492153.493539
  nChanged 4
		SP:Iteration 29Q (18453.120000 sec): 3 clusters
  Score: Raw -494939.111327 + Penalty 2782.393275 = -492156.718052
  nChanged 6
		SP:Iteration 30Q (18453.300000 sec): 3 clusters
  Score: Raw -494945.080160 + Penalty 2782.393275 = -492162.686885
  nChanged 6
		SP:Iteration 31Q (18453.530000 sec): 3 clusters
  Score: Raw -494952.399117 + Penalty 2782.393275 = -492170.005842
  nChanged 4
		SP:Iteration 32Q (18453.720000 sec): 3 clusters
  Score: Raw -494955.895726 + Penalty 2782.393275 = -492173.502451
  nChanged 8
		SP:Iteration 33Q (18453.920000 sec): 3 clusters
  Score: Raw -494959.463742 + Penalty 2782.393275 = -492177.070467
  nChanged 7
		SP:Iteration 34Q (18454.190000 sec): 3 clusters
  Score: Raw -494961.585826 + Penalty 2782.393275 = -492179.192551
  nChanged 3
		SP:Iteration 35Q (18454.380000 sec): 3 clusters
  Score: Raw -494963.940353 + Penalty 2782.393275 = -492181.547078
  nChanged 4
		SP:Iteration 36Q (18454.530000 sec): 3 clusters
  Score: Raw -494967.411925 + Penalty 2782.393275 = -492185.018650
  nChanged 4
		SP:Iteration 37Q (18454.740000 sec): 3 clusters
  Score: Raw -494971.875495 + Penalty 2782.393275 = -492189.482220
  nChanged 3
		SP:Iteration 38Q (18454.910000 sec): 3 clusters
  Score: Raw -494975.580448 + Penalty 2782.393275 = -492193.187173
  nChanged 5
		SP:Iteration 39Q (18455.110000 sec): 3 clusters
  Score: Raw -494980.594817 + Penalty 2782.393275 = -492198.201542
  nChanged 5
		SP:Iteration 40F (18455.280000 sec): 3 clusters
  Score: Raw -494983.621133 + Penalty 2782.393275 = -492201.227858
  nChanged 6
		SP:Iteration 41Q (18455.520000 sec): 3 clusters
  Score: Raw -494988.707326 + Penalty 2782.393275 = -492206.314051
  nChanged 3
		SP:Iteration 42Q (18455.730000 sec): 3 clusters
  Score: Raw -494990.716796 + Penalty 2782.393275 = -492208.323521
  nChanged 1
		SP:Iteration 43Q (18455.920000 sec): 3 clusters
  Score: Raw -494991.513464 + Penalty 2782.393275 = -492209.120189
  nChanged 2
		SP:Iteration 44Q (18456.080000 sec): 3 clusters
  Score: Raw -494991.811891 + Penalty 2782.393275 = -492209.418616
  nChanged 1
		SP:Iteration 45Q (18456.260000 sec): 3 clusters
  Score: Raw -494992.284902 + Penalty 2782.393275 = -492209.891627
  nChanged 0
		SP:Iteration 46F (18456.440000 sec): 3 clusters
  Score: Raw -494992.284902 + Penalty 2782.393275 = -492209.891627
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 24 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18456.540000 sec): 2 clusters
  Score: Raw -315096.953541 + Penalty 1299.182547 = -313797.770994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18456.730000 sec): 3 clusters
  Score: Raw -313702.382302 + Penalty 2598.365095 = -311104.017207
  nChanged 1102
		SP:Iteration 1F (18456.920000 sec): 3 clusters
  Score: Raw -314327.603165 + Penalty 2598.365095 = -311729.238070
  nChanged 218
		SP:Iteration 2F (18457.120000 sec): 3 clusters
  Score: Raw -314450.777235 + Penalty 2598.365095 = -311852.412140
  nChanged 150
		SP:Iteration 3F (18457.360000 sec): 3 clusters
  Score: Raw -314517.186431 + Penalty 2598.365095 = -311918.821336
  nChanged 97
		SP:Iteration 4Q (18457.560000 sec): 3 clusters
  Score: Raw -314558.720247 + Penalty 2598.365095 = -311960.355153
  nChanged 63
		SP:Iteration 5Q (18457.720000 sec): 3 clusters
  Score: Raw -314584.859303 + Penalty 2598.365095 = -311986.494208
  nChanged 59
		SP:Iteration 6Q (18457.900000 sec): 3 clusters
  Score: Raw -314609.726564 + Penalty 2598.365095 = -312011.361469
  nChanged 55
		SP:Iteration 7Q (18458.140000 sec): 3 clusters
  Score: Raw -314632.399234 + Penalty 2598.365095 = -312034.034139
  nChanged 56
		SP:Iteration 8Q (18458.300000 sec): 3 clusters
  Score: Raw -314655.715430 + Penalty 2598.365095 = -312057.350335
  nChanged 65
		SP:Iteration 9Q (18458.500000 sec): 3 clusters
  Score: Raw -314686.166444 + Penalty 2598.365095 = -312087.801349
  nChanged 77
		SP:Iteration 10Q (18458.650000 sec): 3 clusters
  Score: Raw -314719.775492 + Penalty 2598.365095 = -312121.410397
  nChanged 73
		SP:Iteration 11Q (18458.830000 sec): 3 clusters
  Score: Raw -314753.669827 + Penalty 2598.365095 = -312155.304732
  nChanged 83
		SP:Iteration 12Q (18459.020000 sec): 3 clusters
  Score: Raw -314804.191922 + Penalty 2598.365095 = -312205.826827
  nChanged 82
		SP:Iteration 13Q (18459.200000 sec): 3 clusters
  Score: Raw -314860.378200 + Penalty 2598.365095 = -312262.013105
  nChanged 96
		SP:Iteration 14Q (18459.380000 sec): 3 clusters
  Score: Raw -314927.674311 + Penalty 2598.365095 = -312329.309216
  nChanged 87
		SP:Iteration 15Q (18459.610000 sec): 3 clusters
  Score: Raw -314984.526761 + Penalty 2598.365095 = -312386.161666
  nChanged 58
		SP:Iteration 16Q (18459.800000 sec): 3 clusters
  Score: Raw -315021.218709 + Penalty 2598.365095 = -312422.853614
  nChanged 53
		SP:Iteration 17Q (18460.060000 sec): 3 clusters
  Score: Raw -315050.427732 + Penalty 2598.365095 = -312452.062637
  nChanged 49
		SP:Iteration 18Q (18460.240000 sec): 3 clusters
  Score: Raw -315081.060527 + Penalty 2598.365095 = -312482.695432
  nChanged 36
		SP:Iteration 19Q (18460.430000 sec): 3 clusters
  Score: Raw -315101.426885 + Penalty 2598.365095 = -312503.061790
  nChanged 28
		SP:Iteration 20F (18460.600000 sec): 3 clusters
  Score: Raw -315117.868548 + Penalty 2598.365095 = -312519.503453
  nChanged 25
		SP:Iteration 21Q (18460.820000 sec): 3 clusters
  Score: Raw -315130.740255 + Penalty 2598.365095 = -312532.375160
  nChanged 19
		SP:Iteration 22Q (18461.010000 sec): 3 clusters
  Score: Raw -315143.096288 + Penalty 2598.365095 = -312544.731193
  nChanged 22
		SP:Iteration 23Q (18461.190000 sec): 3 clusters
  Score: Raw -315157.120600 + Penalty 2598.365095 = -312558.755505
  nChanged 18
		SP:Iteration 24Q (18461.360000 sec): 3 clusters
  Score: Raw -315168.394447 + Penalty 2598.365095 = -312570.029352
  nChanged 15
		SP:Iteration 25Q (18461.550000 sec): 3 clusters
  Score: Raw -315177.139713 + Penalty 2598.365095 = -312578.774618
  nChanged 15
		SP:Iteration 26Q (18461.710000 sec): 3 clusters
  Score: Raw -315185.861907 + Penalty 2598.365095 = -312587.496812
  nChanged 16
		SP:Iteration 27Q (18461.900000 sec): 3 clusters
  Score: Raw -315194.528957 + Penalty 2598.365095 = -312596.163863
  nChanged 10
		SP:Iteration 28Q (18462.100000 sec): 3 clusters
  Score: Raw -315201.825291 + Penalty 2598.365095 = -312603.460196
  nChanged 12
		SP:Iteration 29Q (18462.300000 sec): 3 clusters
  Score: Raw -315208.206264 + Penalty 2598.365095 = -312609.841169
  nChanged 6
		SP:Iteration 30Q (18462.460000 sec): 3 clusters
  Score: Raw -315212.143791 + Penalty 2598.365095 = -312613.778696
  nChanged 8
		SP:Iteration 31Q (18462.670000 sec): 3 clusters
  Score: Raw -315217.537989 + Penalty 2598.365095 = -312619.172895
  nChanged 4
		SP:Iteration 32Q (18462.830000 sec): 3 clusters
  Score: Raw -315219.256350 + Penalty 2598.365095 = -312620.891255
  nChanged 2
		SP:Iteration 33Q (18463.020000 sec): 3 clusters
  Score: Raw -315220.497650 + Penalty 2598.365095 = -312622.132555
  nChanged 5
		SP:Iteration 34Q (18463.200000 sec): 3 clusters
  Score: Raw -315223.018571 + Penalty 2598.365095 = -312624.653476
  nChanged 5
		SP:Iteration 35Q (18463.390000 sec): 3 clusters
  Score: Raw -315225.935014 + Penalty 2598.365095 = -312627.569919
  nChanged 7
		SP:Iteration 36Q (18463.600000 sec): 3 clusters
  Score: Raw -315229.376920 + Penalty 2598.365095 = -312631.011825
  nChanged 9
		SP:Iteration 37Q (18463.790000 sec): 3 clusters
  Score: Raw -315234.881692 + Penalty 2598.365095 = -312636.516598
  nChanged 9
		SP:Iteration 38Q (18463.940000 sec): 3 clusters
  Score: Raw -315242.270109 + Penalty 2598.365095 = -312643.905014
  nChanged 8
		SP:Iteration 39Q (18464.140000 sec): 3 clusters
  Score: Raw -315247.012670 + Penalty 2598.365095 = -312648.647576
  nChanged 3
		SP:Iteration 40F (18464.320000 sec): 3 clusters
  Score: Raw -315248.874867 + Penalty 2598.365095 = -312650.509772
  nChanged 3
		SP:Iteration 41Q (18464.520000 sec): 3 clusters
  Score: Raw -315251.125834 + Penalty 2598.365095 = -312652.760739
  nChanged 2
		SP:Iteration 42Q (18464.710000 sec): 3 clusters
  Score: Raw -315252.108695 + Penalty 2598.365095 = -312653.743600
  nChanged 3
		SP:Iteration 43Q (18464.910000 sec): 3 clusters
  Score: Raw -315254.784655 + Penalty 2598.365095 = -312656.419560
  nChanged 5
		SP:Iteration 44Q (18465.100000 sec): 3 clusters
  Score: Raw -315258.233571 + Penalty 2598.365095 = -312659.868476
  nChanged 2
		SP:Iteration 45Q (18465.310000 sec): 3 clusters
  Score: Raw -315259.797874 + Penalty 2598.365095 = -312661.432779
  nChanged 5
		SP:Iteration 46Q (18465.560000 sec): 3 clusters
  Score: Raw -315262.830673 + Penalty 2598.365095 = -312664.465579
  nChanged 5
		SP:Iteration 47Q (18465.710000 sec): 3 clusters
  Score: Raw -315267.051651 + Penalty 2598.365095 = -312668.686556
  nChanged 5
		SP:Iteration 48Q (18465.940000 sec): 3 clusters
  Score: Raw -315269.785882 + Penalty 2598.365095 = -312671.420787
  nChanged 1
		SP:Iteration 49Q (18466.120000 sec): 3 clusters
  Score: Raw -315270.050042 + Penalty 2598.365095 = -312671.684947
  nChanged 1
		SP:Iteration 50Q (18466.280000 sec): 3 clusters
  Score: Raw -315270.526651 + Penalty 2598.365095 = -312672.161556
  nChanged 1
		SP:Iteration 51Q (18466.470000 sec): 3 clusters
  Score: Raw -315271.759486 + Penalty 2598.365095 = -312673.394391
  nChanged 3
		SP:Iteration 52Q (18466.650000 sec): 3 clusters
  Score: Raw -315274.353487 + Penalty 2598.365095 = -312675.988392
  nChanged 2
		SP:Iteration 53Q (18466.840000 sec): 3 clusters
  Score: Raw -315275.240782 + Penalty 2598.365095 = -312676.875687
  nChanged 1
		SP:Iteration 54Q (18467.030000 sec): 3 clusters
  Score: Raw -315276.056432 + Penalty 2598.365095 = -312677.691337
  nChanged 2
		SP:Iteration 55Q (18467.240000 sec): 3 clusters
  Score: Raw -315277.494145 + Penalty 2598.365095 = -312679.129050
  nChanged 1
		SP:Iteration 56Q (18467.450000 sec): 3 clusters
  Score: Raw -315278.179722 + Penalty 2598.365095 = -312679.814627
  nChanged 1
		SP:Iteration 57Q (18467.610000 sec): 3 clusters
  Score: Raw -315278.681911 + Penalty 2598.365095 = -312680.316816
  nChanged 0
		SP:Iteration 58F (18467.790000 sec): 3 clusters
  Score: Raw -315278.681911 + Penalty 2598.365095 = -312680.316816
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 25 (6413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18467.930000 sec): 2 clusters
  Score: Raw -670956.119133 + Penalty 1424.488400 = -669531.630733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18468.160000 sec): 3 clusters
  Score: Raw -667490.980758 + Penalty 2848.976799 = -664642.003959
  nChanged 2637
		SP:Iteration 1F (18468.390000 sec): 3 clusters
  Score: Raw -668914.933658 + Penalty 2848.976799 = -666065.956859
  nChanged 478
		SP:Iteration 2F (18468.580000 sec): 3 clusters
  Score: Raw -669234.731470 + Penalty 2848.976799 = -666385.754671
  nChanged 433
		SP:Iteration 3F (18468.800000 sec): 3 clusters
  Score: Raw -669515.677152 + Penalty 2848.976799 = -666666.700353
  nChanged 350
		SP:Iteration 4F (18469.000000 sec): 3 clusters
  Score: Raw -669699.362987 + Penalty 2848.976799 = -666850.386188
  nChanged 265
		SP:Iteration 5Q (18469.230000 sec): 3 clusters
  Score: Raw -669808.469577 + Penalty 2848.976799 = -666959.492777
  nChanged 185
		SP:Iteration 6Q (18469.420000 sec): 3 clusters
  Score: Raw -669878.689046 + Penalty 2848.976799 = -667029.712247
  nChanged 149
		SP:Iteration 7Q (18469.660000 sec): 3 clusters
  Score: Raw -669941.261691 + Penalty 2848.976799 = -667092.284891
  nChanged 150
		SP:Iteration 8Q (18469.850000 sec): 3 clusters
  Score: Raw -669998.944905 + Penalty 2848.976799 = -667149.968105
  nChanged 131
		SP:Iteration 9Q (18470.060000 sec): 3 clusters
  Score: Raw -670050.412175 + Penalty 2848.976799 = -667201.435376
  nChanged 111
		SP:Iteration 10Q (18470.250000 sec): 3 clusters
  Score: Raw -670087.871682 + Penalty 2848.976799 = -667238.894883
  nChanged 95
		SP:Iteration 11Q (18470.480000 sec): 3 clusters
  Score: Raw -670116.588736 + Penalty 2848.976799 = -667267.611937
  nChanged 97
		SP:Iteration 12Q (18470.700000 sec): 3 clusters
  Score: Raw -670149.857260 + Penalty 2848.976799 = -667300.880460
  nChanged 95
		SP:Iteration 13Q (18470.930000 sec): 3 clusters
  Score: Raw -670185.927232 + Penalty 2848.976799 = -667336.950432
  nChanged 100
		SP:Iteration 14Q (18471.160000 sec): 3 clusters
  Score: Raw -670226.352458 + Penalty 2848.976799 = -667377.375659
  nChanged 108
		SP:Iteration 15Q (18471.380000 sec): 3 clusters
  Score: Raw -670275.466526 + Penalty 2848.976799 = -667426.489726
  nChanged 125
		SP:Iteration 16Q (18471.590000 sec): 3 clusters
  Score: Raw -670339.374392 + Penalty 2848.976799 = -667490.397593
  nChanged 116
		SP:Iteration 17Q (18471.770000 sec): 3 clusters
  Score: Raw -670392.690305 + Penalty 2848.976799 = -667543.713506
  nChanged 110
		SP:Iteration 18Q (18471.960000 sec): 3 clusters
  Score: Raw -670442.007185 + Penalty 2848.976799 = -667593.030386
  nChanged 104
		SP:Iteration 19Q (18472.180000 sec): 3 clusters
  Score: Raw -670480.045802 + Penalty 2848.976799 = -667631.069003
  nChanged 95
		SP:Iteration 20F (18472.450000 sec): 3 clusters
  Score: Raw -670516.408962 + Penalty 2848.976799 = -667667.432163
  nChanged 88
		SP:Iteration 21Q (18472.600000 sec): 3 clusters
  Score: Raw -670548.798304 + Penalty 2848.976799 = -667699.821505
  nChanged 79
		SP:Iteration 22Q (18472.820000 sec): 3 clusters
  Score: Raw -670579.005748 + Penalty 2848.976799 = -667730.028949
  nChanged 70
		SP:Iteration 23Q (18473.060000 sec): 3 clusters
  Score: Raw -670606.238456 + Penalty 2848.976799 = -667757.261657
  nChanged 67
		SP:Iteration 24Q (18473.220000 sec): 3 clusters
  Score: Raw -670632.170511 + Penalty 2848.976799 = -667783.193712
  nChanged 61
		SP:Iteration 25Q (18473.420000 sec): 3 clusters
  Score: Raw -670656.098663 + Penalty 2848.976799 = -667807.121864
  nChanged 39
		SP:Iteration 26Q (18473.620000 sec): 3 clusters
  Score: Raw -670669.713613 + Penalty 2848.976799 = -667820.736814
  nChanged 48
		SP:Iteration 27Q (18473.850000 sec): 3 clusters
  Score: Raw -670685.849301 + Penalty 2848.976799 = -667836.872502
  nChanged 38
		SP:Iteration 28Q (18474.100000 sec): 3 clusters
  Score: Raw -670695.496118 + Penalty 2848.976799 = -667846.519318
  nChanged 32
		SP:Iteration 29Q (18474.310000 sec): 3 clusters
  Score: Raw -670704.314123 + Penalty 2848.976799 = -667855.337324
  nChanged 28
		SP:Iteration 30Q (18474.500000 sec): 3 clusters
  Score: Raw -670714.311517 + Penalty 2848.976799 = -667865.334718
  nChanged 22
		SP:Iteration 31Q (18474.740000 sec): 3 clusters
  Score: Raw -670721.007755 + Penalty 2848.976799 = -667872.030956
  nChanged 24
		SP:Iteration 32Q (18474.990000 sec): 3 clusters
  Score: Raw -670727.680869 + Penalty 2848.976799 = -667878.704070
  nChanged 18
		SP:Iteration 33Q (18475.260000 sec): 3 clusters
  Score: Raw -670732.083263 + Penalty 2848.976799 = -667883.106464
  nChanged 18
		SP:Iteration 34Q (18475.490000 sec): 3 clusters
  Score: Raw -670736.943781 + Penalty 2848.976799 = -667887.966982
  nChanged 12
		SP:Iteration 35Q (18475.700000 sec): 3 clusters
  Score: Raw -670740.189010 + Penalty 2848.976799 = -667891.212211
  nChanged 7
		SP:Iteration 36Q (18475.890000 sec): 3 clusters
  Score: Raw -670741.995964 + Penalty 2848.976799 = -667893.019165
  nChanged 6
		SP:Iteration 37Q (18476.090000 sec): 3 clusters
  Score: Raw -670743.330772 + Penalty 2848.976799 = -667894.353973
  nChanged 6
		SP:Iteration 38Q (18476.330000 sec): 3 clusters
  Score: Raw -670744.693287 + Penalty 2848.976799 = -667895.716488
  nChanged 8
		SP:Iteration 39Q (18476.560000 sec): 3 clusters
  Score: Raw -670746.363144 + Penalty 2848.976799 = -667897.386345
  nChanged 7
		SP:Iteration 40F (18476.710000 sec): 3 clusters
  Score: Raw -670748.225932 + Penalty 2848.976799 = -667899.249133
  nChanged 6
		SP:Iteration 41Q (18476.930000 sec): 3 clusters
  Score: Raw -670749.123574 + Penalty 2848.976799 = -667900.146775
  nChanged 8
		SP:Iteration 42Q (18477.070000 sec): 3 clusters
  Score: Raw -670750.819594 + Penalty 2848.976799 = -667901.842795
  nChanged 5
		SP:Iteration 43Q (18477.270000 sec): 3 clusters
  Score: Raw -670751.731905 + Penalty 2848.976799 = -667902.755106
  nChanged 5
		SP:Iteration 44Q (18477.470000 sec): 3 clusters
  Score: Raw -670753.160476 + Penalty 2848.976799 = -667904.183676
  nChanged 6
		SP:Iteration 45Q (18477.710000 sec): 3 clusters
  Score: Raw -670754.584428 + Penalty 2848.976799 = -667905.607629
  nChanged 9
		SP:Iteration 46Q (18477.940000 sec): 3 clusters
  Score: Raw -670756.420940 + Penalty 2848.976799 = -667907.444140
  nChanged 6
		SP:Iteration 47Q (18478.130000 sec): 3 clusters
  Score: Raw -670757.946221 + Penalty 2848.976799 = -667908.969422
  nChanged 7
		SP:Iteration 48Q (18478.380000 sec): 3 clusters
  Score: Raw -670759.515480 + Penalty 2848.976799 = -667910.538681
  nChanged 8
		SP:Iteration 49Q (18478.610000 sec): 3 clusters
  Score: Raw -670760.738726 + Penalty 2848.976799 = -667911.761927
  nChanged 6
		SP:Iteration 50Q (18478.820000 sec): 3 clusters
  Score: Raw -670762.074650 + Penalty 2848.976799 = -667913.097850
  nChanged 5
		SP:Iteration 51Q (18479.010000 sec): 3 clusters
  Score: Raw -670763.009060 + Penalty 2848.976799 = -667914.032260
  nChanged 5
		SP:Iteration 52Q (18479.210000 sec): 3 clusters
  Score: Raw -670764.324702 + Penalty 2848.976799 = -667915.347903
  nChanged 4
		SP:Iteration 53Q (18479.400000 sec): 3 clusters
  Score: Raw -670765.011898 + Penalty 2848.976799 = -667916.035098
  nChanged 2
		SP:Iteration 54Q (18479.610000 sec): 3 clusters
  Score: Raw -670765.522224 + Penalty 2848.976799 = -667916.545424
  nChanged 3
		SP:Iteration 55Q (18479.840000 sec): 3 clusters
  Score: Raw -670765.853791 + Penalty 2848.976799 = -667916.876992
  nChanged 4
		SP:Iteration 56Q (18480.020000 sec): 3 clusters
  Score: Raw -670766.877858 + Penalty 2848.976799 = -667917.901059
  nChanged 5
		SP:Iteration 57Q (18480.250000 sec): 3 clusters
  Score: Raw -670767.943795 + Penalty 2848.976799 = -667918.966996
  nChanged 4
		SP:Iteration 58Q (18480.430000 sec): 3 clusters
  Score: Raw -670769.098165 + Penalty 2848.976799 = -667920.121365
  nChanged 4
		SP:Iteration 59Q (18480.670000 sec): 3 clusters
  Score: Raw -670770.316632 + Penalty 2848.976799 = -667921.339833
  nChanged 4
		SP:Iteration 60F (18480.880000 sec): 3 clusters
  Score: Raw -670771.038003 + Penalty 2848.976799 = -667922.061204
  nChanged 5
		SP:Iteration 61Q (18481.100000 sec): 3 clusters
  Score: Raw -670772.234838 + Penalty 2848.976799 = -667923.258039
  nChanged 3
		SP:Iteration 62Q (18481.310000 sec): 3 clusters
  Score: Raw -670772.984534 + Penalty 2848.976799 = -667924.007735
  nChanged 4
		SP:Iteration 63Q (18481.510000 sec): 3 clusters
  Score: Raw -670773.655520 + Penalty 2848.976799 = -667924.678721
  nChanged 2
		SP:Iteration 64Q (18481.730000 sec): 3 clusters
  Score: Raw -670774.227025 + Penalty 2848.976799 = -667925.250226
  nChanged 5
		SP:Iteration 65Q (18481.900000 sec): 3 clusters
  Score: Raw -670775.155763 + Penalty 2848.976799 = -667926.178964
  nChanged 2
		SP:Iteration 66Q (18482.140000 sec): 3 clusters
  Score: Raw -670775.311978 + Penalty 2848.976799 = -667926.335178
  nChanged 1
		SP:Iteration 67Q (18482.380000 sec): 3 clusters
  Score: Raw -670775.384591 + Penalty 2848.976799 = -667926.407792
  nChanged 0
		SP:Iteration 68F (18482.540000 sec): 3 clusters
  Score: Raw -670775.384591 + Penalty 2848.976799 = -667926.407792
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 26 (4959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18482.650000 sec): 2 clusters
  Score: Raw -458380.690000 + Penalty 1382.705900 = -456997.984100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18482.890000 sec): 3 clusters
  Score: Raw -455807.241715 + Penalty 2765.411801 = -453041.829914
  nChanged 2015
		SP:Iteration 1F (18483.110000 sec): 3 clusters
  Score: Raw -457096.899860 + Penalty 2765.411801 = -454331.488059
  nChanged 405
		SP:Iteration 2F (18483.310000 sec): 3 clusters
  Score: Raw -457363.541500 + Penalty 2765.411801 = -454598.129699
  nChanged 311
		SP:Iteration 3F (18483.500000 sec): 3 clusters
  Score: Raw -457564.184931 + Penalty 2765.411801 = -454798.773130
  nChanged 262
		SP:Iteration 4F (18483.700000 sec): 3 clusters
  Score: Raw -457743.703482 + Penalty 2765.411801 = -454978.291682
  nChanged 257
		SP:Iteration 5F (18483.910000 sec): 3 clusters
  Score: Raw -457924.338298 + Penalty 2765.411801 = -455158.926497
  nChanged 228
		SP:Iteration 6Q (18484.090000 sec): 3 clusters
  Score: Raw -458090.813621 + Penalty 2765.411801 = -455325.401820
  nChanged 213
		SP:Iteration 7Q (18484.300000 sec): 3 clusters
  Score: Raw -458287.670625 + Penalty 2765.411801 = -455522.258824
  nChanged 205
		SP:Iteration 8Q (18484.500000 sec): 3 clusters
  Score: Raw -458500.705707 + Penalty 2765.411801 = -455735.293906
  nChanged 199
		SP:Iteration 9Q (18484.690000 sec): 3 clusters
  Score: Raw -458681.673711 + Penalty 2765.411801 = -455916.261910
  nChanged 164
		SP:Iteration 10Q (18484.930000 sec): 3 clusters
  Score: Raw -458817.269583 + Penalty 2765.411801 = -456051.857783
  nChanged 142
		SP:Iteration 11Q (18485.100000 sec): 3 clusters
  Score: Raw -458933.278483 + Penalty 2765.411801 = -456167.866683
  nChanged 119
		SP:Iteration 12Q (18485.330000 sec): 3 clusters
  Score: Raw -459010.767440 + Penalty 2765.411801 = -456245.355639
  nChanged 102
		SP:Iteration 13Q (18485.530000 sec): 3 clusters
  Score: Raw -459074.880922 + Penalty 2765.411801 = -456309.469121
  nChanged 71
		SP:Iteration 14Q (18485.710000 sec): 3 clusters
  Score: Raw -459127.540659 + Penalty 2765.411801 = -456362.128858
  nChanged 67
		SP:Iteration 15Q (18485.890000 sec): 3 clusters
  Score: Raw -459173.530909 + Penalty 2765.411801 = -456408.119109
  nChanged 59
		SP:Iteration 16Q (18486.090000 sec): 3 clusters
  Score: Raw -459217.617631 + Penalty 2765.411801 = -456452.205831
  nChanged 51
		SP:Iteration 17Q (18486.300000 sec): 3 clusters
  Score: Raw -459254.209587 + Penalty 2765.411801 = -456488.797786
  nChanged 38
		SP:Iteration 18Q (18486.520000 sec): 3 clusters
  Score: Raw -459282.947068 + Penalty 2765.411801 = -456517.535268
  nChanged 35
		SP:Iteration 19Q (18486.680000 sec): 3 clusters
  Score: Raw -459300.474679 + Penalty 2765.411801 = -456535.062879
  nChanged 33
		SP:Iteration 20F (18486.850000 sec): 3 clusters
  Score: Raw -459311.740845 + Penalty 2765.411801 = -456546.329044
  nChanged 17
		SP:Iteration 21Q (18487.070000 sec): 3 clusters
  Score: Raw -459318.031444 + Penalty 2765.411801 = -456552.619643
  nChanged 13
		SP:Iteration 22Q (18487.260000 sec): 3 clusters
  Score: Raw -459323.314294 + Penalty 2765.411801 = -456557.902494
  nChanged 6
		SP:Iteration 23Q (18487.460000 sec): 3 clusters
  Score: Raw -459325.080852 + Penalty 2765.411801 = -456559.669052
  nChanged 2
		SP:Iteration 24Q (18487.690000 sec): 3 clusters
  Score: Raw -459326.058683 + Penalty 2765.411801 = -456560.646882
  nChanged 4
		SP:Iteration 25Q (18487.920000 sec): 3 clusters
  Score: Raw -459326.939389 + Penalty 2765.411801 = -456561.527588
  nChanged 4
		SP:Iteration 26Q (18488.120000 sec): 3 clusters
  Score: Raw -459327.721242 + Penalty 2765.411801 = -456562.309441
  nChanged 0
		SP:Iteration 27F (18488.280000 sec): 3 clusters
  Score: Raw -459327.721242 + Penalty 2765.411801 = -456562.309441
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 27 (5273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18488.390000 sec): 2 clusters
  Score: Raw -544905.242129 + Penalty 1392.682645 = -543512.559483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18488.570000 sec): 3 clusters
  Score: Raw -542118.139580 + Penalty 2785.365290 = -539332.774290
  nChanged 2123
		SP:Iteration 1F (18488.780000 sec): 3 clusters
  Score: Raw -543216.912059 + Penalty 2785.365290 = -540431.546769
  nChanged 342
		SP:Iteration 2F (18489.000000 sec): 3 clusters
  Score: Raw -543395.179297 + Penalty 2785.365290 = -540609.814006
  nChanged 291
		SP:Iteration 3F (18489.240000 sec): 3 clusters
  Score: Raw -543551.411307 + Penalty 2785.365290 = -540766.046017
  nChanged 271
		SP:Iteration 4F (18489.450000 sec): 3 clusters
  Score: Raw -543687.266188 + Penalty 2785.365290 = -540901.900898
  nChanged 234
		SP:Iteration 5Q (18489.670000 sec): 3 clusters
  Score: Raw -543811.395002 + Penalty 2785.365290 = -541026.029711
  nChanged 218
		SP:Iteration 6Q (18489.890000 sec): 3 clusters
  Score: Raw -543938.757769 + Penalty 2785.365290 = -541153.392478
  nChanged 218
		SP:Iteration 7Q (18490.050000 sec): 3 clusters
  Score: Raw -544052.629697 + Penalty 2785.365290 = -541267.264407
  nChanged 213
		SP:Iteration 8Q (18490.250000 sec): 3 clusters
  Score: Raw -544159.499423 + Penalty 2785.365290 = -541374.134133
  nChanged 200
		SP:Iteration 9Q (18490.420000 sec): 3 clusters
  Score: Raw -544264.729162 + Penalty 2785.365290 = -541479.363871
  nChanged 174
		SP:Iteration 10Q (18490.620000 sec): 3 clusters
  Score: Raw -544358.222691 + Penalty 2785.365290 = -541572.857401
  nChanged 163
		SP:Iteration 11Q (18490.820000 sec): 3 clusters
  Score: Raw -544438.213362 + Penalty 2785.365290 = -541652.848072
  nChanged 142
		SP:Iteration 12Q (18491.030000 sec): 3 clusters
  Score: Raw -544503.695747 + Penalty 2785.365290 = -541718.330457
  nChanged 106
		SP:Iteration 13Q (18491.240000 sec): 3 clusters
  Score: Raw -544549.356963 + Penalty 2785.365290 = -541763.991673
  nChanged 101
		SP:Iteration 14Q (18491.410000 sec): 3 clusters
  Score: Raw -544586.410939 + Penalty 2785.365290 = -541801.045648
  nChanged 68
		SP:Iteration 15Q (18491.630000 sec): 3 clusters
  Score: Raw -544610.609454 + Penalty 2785.365290 = -541825.244164
  nChanged 61
		SP:Iteration 16Q (18491.860000 sec): 3 clusters
  Score: Raw -544633.643986 + Penalty 2785.365290 = -541848.278695
  nChanged 55
		SP:Iteration 17Q (18492.040000 sec): 3 clusters
  Score: Raw -544654.191949 + Penalty 2785.365290 = -541868.826659
  nChanged 54
		SP:Iteration 18Q (18492.240000 sec): 3 clusters
  Score: Raw -544674.652119 + Penalty 2785.365290 = -541889.286828
  nChanged 58
		SP:Iteration 19Q (18492.500000 sec): 3 clusters
  Score: Raw -544694.601182 + Penalty 2785.365290 = -541909.235892
  nChanged 54
		SP:Iteration 20F (18492.730000 sec): 3 clusters
  Score: Raw -544711.825251 + Penalty 2785.365290 = -541926.459960
  nChanged 50
		SP:Iteration 21Q (18492.930000 sec): 3 clusters
  Score: Raw -544728.530438 + Penalty 2785.365290 = -541943.165148
  nChanged 55
		SP:Iteration 22Q (18493.170000 sec): 3 clusters
  Score: Raw -544753.388637 + Penalty 2785.365290 = -541968.023347
  nChanged 52
		SP:Iteration 23Q (18493.420000 sec): 3 clusters
  Score: Raw -544777.600994 + Penalty 2785.365290 = -541992.235704
  nChanged 58
		SP:Iteration 24Q (18493.650000 sec): 3 clusters
  Score: Raw -544808.158838 + Penalty 2785.365290 = -542022.793547
  nChanged 64
		SP:Iteration 25Q (18493.860000 sec): 3 clusters
  Score: Raw -544845.905063 + Penalty 2785.365290 = -542060.539773
  nChanged 74
		SP:Iteration 26Q (18494.060000 sec): 3 clusters
  Score: Raw -544885.415473 + Penalty 2785.365290 = -542100.050183
  nChanged 75
		SP:Iteration 27Q (18494.270000 sec): 3 clusters
  Score: Raw -544928.855116 + Penalty 2785.365290 = -542143.489826
  nChanged 79
		SP:Iteration 28Q (18494.490000 sec): 3 clusters
  Score: Raw -544981.617179 + Penalty 2785.365290 = -542196.251889
  nChanged 89
		SP:Iteration 29Q (18494.720000 sec): 3 clusters
  Score: Raw -545046.354558 + Penalty 2785.365290 = -542260.989268
  nChanged 78
		SP:Iteration 30Q (18494.960000 sec): 3 clusters
  Score: Raw -545099.948278 + Penalty 2785.365290 = -542314.582987
  nChanged 81
		SP:Iteration 31Q (18495.190000 sec): 3 clusters
  Score: Raw -545148.916327 + Penalty 2785.365290 = -542363.551037
  nChanged 78
		SP:Iteration 32Q (18495.360000 sec): 3 clusters
  Score: Raw -545195.857874 + Penalty 2785.365290 = -542410.492584
  nChanged 66
		SP:Iteration 33Q (18495.570000 sec): 3 clusters
  Score: Raw -545224.384389 + Penalty 2785.365290 = -542439.019098
  nChanged 59
		SP:Iteration 34Q (18495.790000 sec): 3 clusters
  Score: Raw -545251.526084 + Penalty 2785.365290 = -542466.160793
  nChanged 57
		SP:Iteration 35Q (18496.040000 sec): 3 clusters
  Score: Raw -545272.398107 + Penalty 2785.365290 = -542487.032817
  nChanged 36
		SP:Iteration 36Q (18496.240000 sec): 3 clusters
  Score: Raw -545287.434927 + Penalty 2785.365290 = -542502.069636
  nChanged 35
		SP:Iteration 37Q (18496.390000 sec): 3 clusters
  Score: Raw -545300.103189 + Penalty 2785.365290 = -542514.737899
  nChanged 28
		SP:Iteration 38Q (18496.670000 sec): 3 clusters
  Score: Raw -545309.164297 + Penalty 2785.365290 = -542523.799007
  nChanged 26
		SP:Iteration 39Q (18496.870000 sec): 3 clusters
  Score: Raw -545321.223704 + Penalty 2785.365290 = -542535.858413
  nChanged 31
		SP:Iteration 40F (18497.070000 sec): 3 clusters
  Score: Raw -545334.371025 + Penalty 2785.365290 = -542549.005734
  nChanged 28
		SP:Iteration 41Q (18497.290000 sec): 3 clusters
  Score: Raw -545344.744188 + Penalty 2785.365290 = -542559.378898
  nChanged 17
		SP:Iteration 42Q (18497.450000 sec): 3 clusters
  Score: Raw -545350.224436 + Penalty 2785.365290 = -542564.859145
  nChanged 15
		SP:Iteration 43Q (18497.690000 sec): 3 clusters
  Score: Raw -545353.932544 + Penalty 2785.365290 = -542568.567253
  nChanged 12
		SP:Iteration 44Q (18497.920000 sec): 3 clusters
  Score: Raw -545358.092768 + Penalty 2785.365290 = -542572.727478
  nChanged 12
		SP:Iteration 45Q (18498.090000 sec): 3 clusters
  Score: Raw -545360.998517 + Penalty 2785.365290 = -542575.633226
  nChanged 8
		SP:Iteration 46Q (18498.330000 sec): 3 clusters
  Score: Raw -545363.463467 + Penalty 2785.365290 = -542578.098177
  nChanged 7
		SP:Iteration 47Q (18498.510000 sec): 3 clusters
  Score: Raw -545367.097192 + Penalty 2785.365290 = -542581.731902
  nChanged 12
		SP:Iteration 48Q (18498.770000 sec): 3 clusters
  Score: Raw -545371.492772 + Penalty 2785.365290 = -542586.127482
  nChanged 9
		SP:Iteration 49Q (18498.970000 sec): 3 clusters
  Score: Raw -545373.899585 + Penalty 2785.365290 = -542588.534295
  nChanged 8
		SP:Iteration 50Q (18499.150000 sec): 3 clusters
  Score: Raw -545375.919852 + Penalty 2785.365290 = -542590.554562
  nChanged 5
		SP:Iteration 51Q (18499.360000 sec): 3 clusters
  Score: Raw -545376.999453 + Penalty 2785.365290 = -542591.634163
  nChanged 4
		SP:Iteration 52Q (18499.550000 sec): 3 clusters
  Score: Raw -545378.125066 + Penalty 2785.365290 = -542592.759775
  nChanged 1
		SP:Iteration 53Q (18499.750000 sec): 3 clusters
  Score: Raw -545378.430212 + Penalty 2785.365290 = -542593.064921
  nChanged 4
		SP:Iteration 54Q (18499.890000 sec): 3 clusters
  Score: Raw -545379.533677 + Penalty 2785.365290 = -542594.168386
  nChanged 3
		SP:Iteration 55Q (18500.090000 sec): 3 clusters
  Score: Raw -545380.442742 + Penalty 2785.365290 = -542595.077452
  nChanged 2
		SP:Iteration 56Q (18500.280000 sec): 3 clusters
  Score: Raw -545381.024499 + Penalty 2785.365290 = -542595.659208
  nChanged 1
		SP:Iteration 57Q (18500.510000 sec): 3 clusters
  Score: Raw -545381.396906 + Penalty 2785.365290 = -542596.031616
  nChanged 1
		SP:Iteration 58Q (18500.710000 sec): 3 clusters
  Score: Raw -545381.559611 + Penalty 2785.365290 = -542596.194320
  nChanged 1
		SP:Iteration 59Q (18500.950000 sec): 3 clusters
  Score: Raw -545381.726893 + Penalty 2785.365290 = -542596.361602
  nChanged 1
		SP:Iteration 60F (18501.100000 sec): 3 clusters
  Score: Raw -545382.003146 + Penalty 2785.365290 = -542596.637855
  nChanged 2
		SP:Iteration 61Q (18501.370000 sec): 3 clusters
  Score: Raw -545382.788020 + Penalty 2785.365290 = -542597.422730
  nChanged 3
		SP:Iteration 62Q (18501.560000 sec): 3 clusters
  Score: Raw -545383.656762 + Penalty 2785.365290 = -542598.291471
  nChanged 4
		SP:Iteration 63Q (18501.740000 sec): 3 clusters
  Score: Raw -545384.293908 + Penalty 2785.365290 = -542598.928618
  nChanged 2
		SP:Iteration 64Q (18501.960000 sec): 3 clusters
  Score: Raw -545384.833750 + Penalty 2785.365290 = -542599.468460
  nChanged 2
		SP:Iteration 65Q (18502.140000 sec): 3 clusters
  Score: Raw -545385.274023 + Penalty 2785.365290 = -542599.908733
  nChanged 0
		SP:Iteration 66F (18502.360000 sec): 3 clusters
  Score: Raw -545385.274023 + Penalty 2785.365290 = -542599.908733
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 28 (15047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18502.470000 sec): 2 clusters
  Score: Raw -1563555.790583 + Penalty 1563.076761 = -1561992.713822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18502.690000 sec): 3 clusters
  Score: Raw -1554711.173302 + Penalty 3126.153522 = -1551585.019779
  nChanged 6690
		SP:Iteration 1F (18502.970000 sec): 3 clusters
  Score: Raw -1558340.675581 + Penalty 3126.153522 = -1555214.522059
  nChanged 828
		SP:Iteration 2F (18503.190000 sec): 3 clusters
  Score: Raw -1558605.385759 + Penalty 3126.153522 = -1555479.232236
  nChanged 612
		SP:Iteration 3Q (18503.470000 sec): 3 clusters
  Score: Raw -1558782.469415 + Penalty 3126.153522 = -1555656.315893
  nChanged 562
		SP:Iteration 4Q (18503.740000 sec): 3 clusters
  Score: Raw -1558961.197042 + Penalty 3126.153522 = -1555835.043520
  nChanged 497
		SP:Iteration 5Q (18504.000000 sec): 3 clusters
  Score: Raw -1559113.310428 + Penalty 3126.153522 = -1555987.156906
  nChanged 459
		SP:Iteration 6Q (18504.240000 sec): 3 clusters
  Score: Raw -1559259.725338 + Penalty 3126.153522 = -1556133.571816
  nChanged 470
		SP:Iteration 7Q (18504.530000 sec): 3 clusters
  Score: Raw -1559434.488062 + Penalty 3126.153522 = -1556308.334540
  nChanged 490
		SP:Iteration 8Q (18504.800000 sec): 3 clusters
  Score: Raw -1559619.053810 + Penalty 3126.153522 = -1556492.900288
  nChanged 498
		SP:Iteration 9Q (18505.050000 sec): 3 clusters
  Score: Raw -1559829.687527 + Penalty 3126.153522 = -1556703.534005
  nChanged 506
		SP:Iteration 10Q (18505.310000 sec): 3 clusters
  Score: Raw -1560072.929390 + Penalty 3126.153522 = -1556946.775867
  nChanged 547
		SP:Iteration 11Q (18505.570000 sec): 3 clusters
  Score: Raw -1560375.042232 + Penalty 3126.153522 = -1557248.888710
  nChanged 618
		SP:Iteration 12Q (18505.880000 sec): 3 clusters
  Score: Raw -1560755.260556 + Penalty 3126.153522 = -1557629.107034
  nChanged 648
		SP:Iteration 13Q (18506.110000 sec): 3 clusters
  Score: Raw -1561134.470904 + Penalty 3126.153522 = -1558008.317382
  nChanged 595
		SP:Iteration 14Q (18506.350000 sec): 3 clusters
  Score: Raw -1561452.423229 + Penalty 3126.153522 = -1558326.269707
  nChanged 479
		SP:Iteration 15Q (18506.600000 sec): 3 clusters
  Score: Raw -1561679.547172 + Penalty 3126.153522 = -1558553.393650
  nChanged 374
		SP:Iteration 16Q (18506.890000 sec): 3 clusters
  Score: Raw -1561839.110838 + Penalty 3126.153522 = -1558712.957316
  nChanged 321
		SP:Iteration 17Q (18507.120000 sec): 3 clusters
  Score: Raw -1561965.141826 + Penalty 3126.153522 = -1558838.988304
  nChanged 293
		SP:Iteration 18Q (18507.380000 sec): 3 clusters
  Score: Raw -1562077.674914 + Penalty 3126.153522 = -1558951.521391
  nChanged 269
		SP:Iteration 19Q (18507.590000 sec): 3 clusters
  Score: Raw -1562183.938608 + Penalty 3126.153522 = -1559057.785086
  nChanged 260
		SP:Iteration 20F (18507.860000 sec): 3 clusters
  Score: Raw -1562291.246221 + Penalty 3126.153522 = -1559165.092698
  nChanged 250
		SP:Iteration 21Q (18508.110000 sec): 3 clusters
  Score: Raw -1562397.780871 + Penalty 3126.153522 = -1559271.627349
  nChanged 269
		SP:Iteration 22Q (18508.340000 sec): 3 clusters
  Score: Raw -1562528.748244 + Penalty 3126.153522 = -1559402.594721
  nChanged 255
		SP:Iteration 23Q (18508.550000 sec): 3 clusters
  Score: Raw -1562661.062503 + Penalty 3126.153522 = -1559534.908980
  nChanged 275
		SP:Iteration 24Q (18508.790000 sec): 3 clusters
  Score: Raw -1562824.402698 + Penalty 3126.153522 = -1559698.249176
  nChanged 252
		SP:Iteration 25Q (18509.050000 sec): 3 clusters
  Score: Raw -1562980.583028 + Penalty 3126.153522 = -1559854.429505
  nChanged 229
		SP:Iteration 26Q (18509.290000 sec): 3 clusters
  Score: Raw -1563120.497928 + Penalty 3126.153522 = -1559994.344406
  nChanged 198
		SP:Iteration 27Q (18509.490000 sec): 3 clusters
  Score: Raw -1563233.519844 + Penalty 3126.153522 = -1560107.366321
  nChanged 155
		SP:Iteration 28Q (18509.770000 sec): 3 clusters
  Score: Raw -1563315.618941 + Penalty 3126.153522 = -1560189.465419
  nChanged 134
		SP:Iteration 29Q (18509.980000 sec): 3 clusters
  Score: Raw -1563381.182053 + Penalty 3126.153522 = -1560255.028531
  nChanged 131
		SP:Iteration 30Q (18510.280000 sec): 3 clusters
  Score: Raw -1563442.106573 + Penalty 3126.153522 = -1560315.953051
  nChanged 106
		SP:Iteration 31Q (18510.490000 sec): 3 clusters
  Score: Raw -1563487.629492 + Penalty 3126.153522 = -1560361.475970
  nChanged 98
		SP:Iteration 32Q (18510.770000 sec): 3 clusters
  Score: Raw -1563533.173913 + Penalty 3126.153522 = -1560407.020390
  nChanged 86
		SP:Iteration 33Q (18510.960000 sec): 3 clusters
  Score: Raw -1563568.462486 + Penalty 3126.153522 = -1560442.308964
  nChanged 67
		SP:Iteration 34Q (18511.230000 sec): 3 clusters
  Score: Raw -1563592.875114 + Penalty 3126.153522 = -1560466.721592
  nChanged 59
		SP:Iteration 35Q (18511.430000 sec): 3 clusters
  Score: Raw -1563620.497510 + Penalty 3126.153522 = -1560494.343988
  nChanged 53
		SP:Iteration 36Q (18511.680000 sec): 3 clusters
  Score: Raw -1563641.863900 + Penalty 3126.153522 = -1560515.710378
  nChanged 42
		SP:Iteration 37Q (18511.950000 sec): 3 clusters
  Score: Raw -1563656.045719 + Penalty 3126.153522 = -1560529.892196
  nChanged 24
		SP:Iteration 38Q (18512.200000 sec): 3 clusters
  Score: Raw -1563664.832213 + Penalty 3126.153522 = -1560538.678691
  nChanged 27
		SP:Iteration 39Q (18512.430000 sec): 3 clusters
  Score: Raw -1563675.305645 + Penalty 3126.153522 = -1560549.152123
  nChanged 25
		SP:Iteration 40F (18512.680000 sec): 3 clusters
  Score: Raw -1563683.025094 + Penalty 3126.153522 = -1560556.871572
  nChanged 22
		SP:Iteration 41Q (18512.930000 sec): 3 clusters
  Score: Raw -1563689.084436 + Penalty 3126.153522 = -1560562.930914
  nChanged 17
		SP:Iteration 42Q (18513.140000 sec): 3 clusters
  Score: Raw -1563694.822606 + Penalty 3126.153522 = -1560568.669084
  nChanged 18
		SP:Iteration 43Q (18513.400000 sec): 3 clusters
  Score: Raw -1563700.687022 + Penalty 3126.153522 = -1560574.533500
  nChanged 15
		SP:Iteration 44Q (18513.630000 sec): 3 clusters
  Score: Raw -1563705.542411 + Penalty 3126.153522 = -1560579.388889
  nChanged 13
		SP:Iteration 45Q (18513.870000 sec): 3 clusters
  Score: Raw -1563709.050041 + Penalty 3126.153522 = -1560582.896519
  nChanged 9
		SP:Iteration 46Q (18514.080000 sec): 3 clusters
  Score: Raw -1563711.025479 + Penalty 3126.153522 = -1560584.871957
  nChanged 7
		SP:Iteration 47Q (18514.350000 sec): 3 clusters
  Score: Raw -1563712.475331 + Penalty 3126.153522 = -1560586.321809
  nChanged 8
		SP:Iteration 48Q (18514.580000 sec): 3 clusters
  Score: Raw -1563714.340861 + Penalty 3126.153522 = -1560588.187339
  nChanged 8
		SP:Iteration 49Q (18514.860000 sec): 3 clusters
  Score: Raw -1563717.152992 + Penalty 3126.153522 = -1560590.999470
  nChanged 13
		SP:Iteration 50Q (18515.190000 sec): 3 clusters
  Score: Raw -1563720.923144 + Penalty 3126.153522 = -1560594.769622
  nChanged 15
		SP:Iteration 51Q (18515.390000 sec): 3 clusters
  Score: Raw -1563724.666886 + Penalty 3126.153522 = -1560598.513364
  nChanged 9
		SP:Iteration 52Q (18515.620000 sec): 3 clusters
  Score: Raw -1563727.347558 + Penalty 3126.153522 = -1560601.194036
  nChanged 5
		SP:Iteration 53Q (18515.880000 sec): 3 clusters
  Score: Raw -1563728.872578 + Penalty 3126.153522 = -1560602.719055
  nChanged 6
		SP:Iteration 54Q (18516.120000 sec): 3 clusters
  Score: Raw -1563730.643739 + Penalty 3126.153522 = -1560604.490217
  nChanged 6
		SP:Iteration 55Q (18516.360000 sec): 3 clusters
  Score: Raw -1563732.863163 + Penalty 3126.153522 = -1560606.709640
  nChanged 8
		SP:Iteration 56Q (18516.590000 sec): 3 clusters
  Score: Raw -1563736.118839 + Penalty 3126.153522 = -1560609.965316
  nChanged 8
		SP:Iteration 57Q (18516.850000 sec): 3 clusters
  Score: Raw -1563738.242375 + Penalty 3126.153522 = -1560612.088853
  nChanged 8
		SP:Iteration 58Q (18517.080000 sec): 3 clusters
  Score: Raw -1563740.124881 + Penalty 3126.153522 = -1560613.971359
  nChanged 5
		SP:Iteration 59Q (18517.330000 sec): 3 clusters
  Score: Raw -1563741.078020 + Penalty 3126.153522 = -1560614.924497
  nChanged 5
		SP:Iteration 60F (18517.600000 sec): 3 clusters
  Score: Raw -1563742.485735 + Penalty 3126.153522 = -1560616.332212
  nChanged 5
		SP:Iteration 61Q (18517.830000 sec): 3 clusters
  Score: Raw -1563744.136405 + Penalty 3126.153522 = -1560617.982883
  nChanged 6
		SP:Iteration 62Q (18518.050000 sec): 3 clusters
  Score: Raw -1563745.314911 + Penalty 3126.153522 = -1560619.161389
  nChanged 3
		SP:Iteration 63Q (18518.330000 sec): 3 clusters
  Score: Raw -1563745.981120 + Penalty 3126.153522 = -1560619.827597
  nChanged 4
		SP:Iteration 64Q (18518.620000 sec): 3 clusters
  Score: Raw -1563747.169800 + Penalty 3126.153522 = -1560621.016278
  nChanged 5
		SP:Iteration 65Q (18518.900000 sec): 3 clusters
  Score: Raw -1563748.677919 + Penalty 3126.153522 = -1560622.524397
  nChanged 2
		SP:Iteration 66Q (18519.140000 sec): 3 clusters
  Score: Raw -1563749.566965 + Penalty 3126.153522 = -1560623.413443
  nChanged 6
		SP:Iteration 67Q (18519.420000 sec): 3 clusters
  Score: Raw -1563751.594661 + Penalty 3126.153522 = -1560625.441138
  nChanged 9
		SP:Iteration 68Q (18519.740000 sec): 3 clusters
  Score: Raw -1563754.764367 + Penalty 3126.153522 = -1560628.610845
  nChanged 6
		SP:Iteration 69Q (18520.040000 sec): 3 clusters
  Score: Raw -1563756.388211 + Penalty 3126.153522 = -1560630.234689
  nChanged 5
		SP:Iteration 70Q (18520.300000 sec): 3 clusters
  Score: Raw -1563758.688096 + Penalty 3126.153522 = -1560632.534574
  nChanged 3
		SP:Iteration 71Q (18520.560000 sec): 3 clusters
  Score: Raw -1563760.183212 + Penalty 3126.153522 = -1560634.029690
  nChanged 3
		SP:Iteration 72Q (18520.840000 sec): 3 clusters
  Score: Raw -1563760.854140 + Penalty 3126.153522 = -1560634.700617
  nChanged 1
		SP:Iteration 73Q (18521.050000 sec): 3 clusters
  Score: Raw -1563761.073282 + Penalty 3126.153522 = -1560634.919760
  nChanged 0
		SP:Iteration 74F (18521.310000 sec): 3 clusters
  Score: Raw -1563761.073282 + Penalty 3126.153522 = -1560634.919760
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 29 (7813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18521.410000 sec): 2 clusters
  Score: Raw -807872.516307 + Penalty 1456.575947 = -806415.940359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18521.630000 sec): 3 clusters
  Score: Raw -803579.802139 + Penalty 2913.151895 = -800666.650244
  nChanged 3279
		SP:Iteration 1F (18521.840000 sec): 3 clusters
  Score: Raw -805394.072096 + Penalty 2913.151895 = -802480.920201
  nChanged 576
		SP:Iteration 2F (18522.040000 sec): 3 clusters
  Score: Raw -805775.875710 + Penalty 2913.151895 = -802862.723815
  nChanged 567
		SP:Iteration 3F (18522.220000 sec): 3 clusters
  Score: Raw -806186.486798 + Penalty 2913.151895 = -803273.334903
  nChanged 566
		SP:Iteration 4F (18522.420000 sec): 3 clusters
  Score: Raw -806673.633026 + Penalty 2913.151895 = -803760.481131
  nChanged 579
		SP:Iteration 5F (18522.600000 sec): 3 clusters
  Score: Raw -807175.452158 + Penalty 2913.151895 = -804262.300263
  nChanged 446
		SP:Iteration 6F (18522.800000 sec): 3 clusters
  Score: Raw -807546.234686 + Penalty 2913.151895 = -804633.082791
  nChanged 345
		SP:Iteration 7Q (18523.000000 sec): 3 clusters
  Score: Raw -807803.265804 + Penalty 2913.151895 = -804890.113909
  nChanged 247
		SP:Iteration 8Q (18523.260000 sec): 3 clusters
  Score: Raw -807971.796316 + Penalty 2913.151895 = -805058.644421
  nChanged 171
		SP:Iteration 9Q (18523.510000 sec): 3 clusters
  Score: Raw -808075.579580 + Penalty 2913.151895 = -805162.427685
  nChanged 122
		SP:Iteration 10Q (18523.710000 sec): 3 clusters
  Score: Raw -808148.477957 + Penalty 2913.151895 = -805235.326062
  nChanged 91
		SP:Iteration 11Q (18523.950000 sec): 3 clusters
  Score: Raw -808197.412846 + Penalty 2913.151895 = -805284.260951
  nChanged 67
		SP:Iteration 12Q (18524.130000 sec): 3 clusters
  Score: Raw -808230.273971 + Penalty 2913.151895 = -805317.122076
  nChanged 51
		SP:Iteration 13Q (18524.370000 sec): 3 clusters
  Score: Raw -808250.614328 + Penalty 2913.151895 = -805337.462433
  nChanged 34
		SP:Iteration 14Q (18524.600000 sec): 3 clusters
  Score: Raw -808266.510859 + Penalty 2913.151895 = -805353.358964
  nChanged 32
		SP:Iteration 15Q (18524.880000 sec): 3 clusters
  Score: Raw -808278.606949 + Penalty 2913.151895 = -805365.455054
  nChanged 27
		SP:Iteration 16Q (18525.120000 sec): 3 clusters
  Score: Raw -808287.215693 + Penalty 2913.151895 = -805374.063798
  nChanged 19
		SP:Iteration 17Q (18525.330000 sec): 3 clusters
  Score: Raw -808292.722566 + Penalty 2913.151895 = -805379.570671
  nChanged 13
		SP:Iteration 18Q (18525.520000 sec): 3 clusters
  Score: Raw -808296.759100 + Penalty 2913.151895 = -805383.607205
  nChanged 13
		SP:Iteration 19Q (18525.760000 sec): 3 clusters
  Score: Raw -808301.133130 + Penalty 2913.151895 = -805387.981235
  nChanged 13
		SP:Iteration 20F (18526.020000 sec): 3 clusters
  Score: Raw -808306.393443 + Penalty 2913.151895 = -805393.241548
  nChanged 11
		SP:Iteration 21Q (18526.220000 sec): 3 clusters
  Score: Raw -808310.102791 + Penalty 2913.151895 = -805396.950897
  nChanged 12
		SP:Iteration 22Q (18526.410000 sec): 3 clusters
  Score: Raw -808315.418732 + Penalty 2913.151895 = -805402.266837
  nChanged 17
		SP:Iteration 23Q (18526.670000 sec): 3 clusters
  Score: Raw -808321.664562 + Penalty 2913.151895 = -805408.512667
  nChanged 14
		SP:Iteration 24Q (18526.880000 sec): 3 clusters
  Score: Raw -808326.661399 + Penalty 2913.151895 = -805413.509504
  nChanged 20
		SP:Iteration 25Q (18527.080000 sec): 3 clusters
  Score: Raw -808332.292607 + Penalty 2913.151895 = -805419.140712
  nChanged 14
		SP:Iteration 26Q (18527.280000 sec): 3 clusters
  Score: Raw -808337.353725 + Penalty 2913.151895 = -805424.201830
  nChanged 13
		SP:Iteration 27Q (18527.500000 sec): 3 clusters
  Score: Raw -808343.972123 + Penalty 2913.151895 = -805430.820228
  nChanged 19
		SP:Iteration 28Q (18527.690000 sec): 3 clusters
  Score: Raw -808354.614953 + Penalty 2913.151895 = -805441.463058
  nChanged 31
		SP:Iteration 29Q (18527.930000 sec): 3 clusters
  Score: Raw -808377.809257 + Penalty 2913.151895 = -805464.657362
  nChanged 36
		SP:Iteration 30Q (18528.140000 sec): 3 clusters
  Score: Raw -808417.991938 + Penalty 2913.151895 = -805504.840044
  nChanged 44
		SP:Iteration 31Q (18528.440000 sec): 3 clusters
  Score: Raw -808479.801150 + Penalty 2913.151895 = -805566.649256
  nChanged 36
		SP:Iteration 32Q (18528.650000 sec): 3 clusters
  Score: Raw -808518.664773 + Penalty 2913.151895 = -805605.512878
  nChanged 34
		SP:Iteration 33Q (18528.840000 sec): 3 clusters
  Score: Raw -808550.849922 + Penalty 2913.151895 = -805637.698027
  nChanged 28
		SP:Iteration 34Q (18529.060000 sec): 3 clusters
  Score: Raw -808572.160137 + Penalty 2913.151895 = -805659.008243
  nChanged 20
		SP:Iteration 35Q (18529.260000 sec): 3 clusters
  Score: Raw -808580.473878 + Penalty 2913.151895 = -805667.321983
  nChanged 12
		SP:Iteration 36Q (18529.500000 sec): 3 clusters
  Score: Raw -808584.532368 + Penalty 2913.151895 = -805671.380473
  nChanged 9
		SP:Iteration 37Q (18529.670000 sec): 3 clusters
  Score: Raw -808587.764437 + Penalty 2913.151895 = -805674.612543
  nChanged 8
		SP:Iteration 38Q (18529.880000 sec): 3 clusters
  Score: Raw -808590.079689 + Penalty 2913.151895 = -805676.927794
  nChanged 6
		SP:Iteration 39Q (18530.090000 sec): 3 clusters
  Score: Raw -808591.994098 + Penalty 2913.151895 = -805678.842203
  nChanged 8
		SP:Iteration 40F (18530.270000 sec): 3 clusters
  Score: Raw -808595.655508 + Penalty 2913.151895 = -805682.503613
  nChanged 5
		SP:Iteration 41Q (18530.470000 sec): 3 clusters
  Score: Raw -808597.530882 + Penalty 2913.151895 = -805684.378987
  nChanged 2
		SP:Iteration 42Q (18530.660000 sec): 3 clusters
  Score: Raw -808597.917204 + Penalty 2913.151895 = -805684.765309
  nChanged 2
		SP:Iteration 43Q (18530.850000 sec): 3 clusters
  Score: Raw -808598.378122 + Penalty 2913.151895 = -805685.226227
  nChanged 2
		SP:Iteration 44Q (18531.110000 sec): 3 clusters
  Score: Raw -808599.182404 + Penalty 2913.151895 = -805686.030509
  nChanged 1
		SP:Iteration 45Q (18531.300000 sec): 3 clusters
  Score: Raw -808599.688483 + Penalty 2913.151895 = -805686.536588
  nChanged 1
		SP:Iteration 46Q (18531.510000 sec): 3 clusters
  Score: Raw -808600.128725 + Penalty 2913.151895 = -805686.976830
  nChanged 3
		SP:Iteration 47Q (18531.720000 sec): 3 clusters
  Score: Raw -808601.671281 + Penalty 2913.151895 = -805688.519386
  nChanged 5
		SP:Iteration 48Q (18531.950000 sec): 3 clusters
  Score: Raw -808604.464602 + Penalty 2913.151895 = -805691.312707
  nChanged 5
		SP:Iteration 49Q (18532.130000 sec): 3 clusters
  Score: Raw -808606.746195 + Penalty 2913.151895 = -805693.594300
  nChanged 3
		SP:Iteration 50Q (18532.340000 sec): 3 clusters
  Score: Raw -808607.534125 + Penalty 2913.151895 = -805694.382230
  nChanged 0
		SP:Iteration 51F (18532.580000 sec): 3 clusters
  Score: Raw -808607.534125 + Penalty 2913.151895 = -805694.382230
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 30 (1483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18532.660000 sec): 2 clusters
  Score: Raw -158548.189788 + Penalty 1186.546131 = -157361.643657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18532.890000 sec): 3 clusters
  Score: Raw -157964.308654 + Penalty 2373.092261 = -155591.216393
  nChanged 504
		SP:Iteration 1F (18533.080000 sec): 3 clusters
  Score: Raw -158289.026715 + Penalty 2373.092261 = -155915.934454
  nChanged 109
		SP:Iteration 2F (18533.310000 sec): 3 clusters
  Score: Raw -158365.112394 + Penalty 2373.092261 = -155992.020133
  nChanged 67
		SP:Iteration 3Q (18533.450000 sec): 3 clusters
  Score: Raw -158411.293845 + Penalty 2373.092261 = -156038.201584
  nChanged 38
		SP:Iteration 4Q (18533.650000 sec): 3 clusters
  Score: Raw -158443.825595 + Penalty 2373.092261 = -156070.733333
  nChanged 41
		SP:Iteration 5Q (18533.820000 sec): 3 clusters
  Score: Raw -158478.262700 + Penalty 2373.092261 = -156105.170439
  nChanged 44
		SP:Iteration 6Q (18534.010000 sec): 3 clusters
  Score: Raw -158513.597800 + Penalty 2373.092261 = -156140.505539
  nChanged 31
		SP:Iteration 7Q (18534.210000 sec): 3 clusters
  Score: Raw -158537.374980 + Penalty 2373.092261 = -156164.282719
  nChanged 24
		SP:Iteration 8Q (18534.380000 sec): 3 clusters
  Score: Raw -158552.646952 + Penalty 2373.092261 = -156179.554691
  nChanged 17
		SP:Iteration 9Q (18534.560000 sec): 3 clusters
  Score: Raw -158561.257755 + Penalty 2373.092261 = -156188.165494
  nChanged 12
		SP:Iteration 10Q (18534.740000 sec): 3 clusters
  Score: Raw -158568.405481 + Penalty 2373.092261 = -156195.313220
  nChanged 11
		SP:Iteration 11Q (18534.980000 sec): 3 clusters
  Score: Raw -158574.494801 + Penalty 2373.092261 = -156201.402540
  nChanged 10
		SP:Iteration 12Q (18535.130000 sec): 3 clusters
  Score: Raw -158580.841481 + Penalty 2373.092261 = -156207.749220
  nChanged 10
		SP:Iteration 13Q (18535.270000 sec): 3 clusters
  Score: Raw -158586.327757 + Penalty 2373.092261 = -156213.235496
  nChanged 10
		SP:Iteration 14Q (18535.460000 sec): 3 clusters
  Score: Raw -158593.813756 + Penalty 2373.092261 = -156220.721494
  nChanged 13
		SP:Iteration 15Q (18535.700000 sec): 3 clusters
  Score: Raw -158604.070131 + Penalty 2373.092261 = -156230.977869
  nChanged 17
		SP:Iteration 16Q (18535.860000 sec): 3 clusters
  Score: Raw -158615.904489 + Penalty 2373.092261 = -156242.812228
  nChanged 9
		SP:Iteration 17Q (18536.100000 sec): 3 clusters
  Score: Raw -158621.710651 + Penalty 2373.092261 = -156248.618389
  nChanged 11
		SP:Iteration 18Q (18536.300000 sec): 3 clusters
  Score: Raw -158632.663803 + Penalty 2373.092261 = -156259.571541
  nChanged 17
		SP:Iteration 19Q (18536.510000 sec): 3 clusters
  Score: Raw -158643.590079 + Penalty 2373.092261 = -156270.497818
  nChanged 15
		SP:Iteration 20F (18536.700000 sec): 3 clusters
  Score: Raw -158653.907393 + Penalty 2373.092261 = -156280.815132
  nChanged 10
		SP:Iteration 21Q (18536.880000 sec): 3 clusters
  Score: Raw -158658.547886 + Penalty 2373.092261 = -156285.455625
  nChanged 5
		SP:Iteration 22Q (18537.070000 sec): 3 clusters
  Score: Raw -158661.531740 + Penalty 2373.092261 = -156288.439479
  nChanged 10
		SP:Iteration 23Q (18537.300000 sec): 3 clusters
  Score: Raw -158669.338277 + Penalty 2373.092261 = -156296.246016
  nChanged 9
		SP:Iteration 24Q (18537.450000 sec): 3 clusters
  Score: Raw -158673.672378 + Penalty 2373.092261 = -156300.580117
  nChanged 7
		SP:Iteration 25Q (18537.640000 sec): 3 clusters
  Score: Raw -158677.327682 + Penalty 2373.092261 = -156304.235421
  nChanged 4
		SP:Iteration 26Q (18537.800000 sec): 3 clusters
  Score: Raw -158682.490418 + Penalty 2373.092261 = -156309.398157
  nChanged 3
		SP:Iteration 27Q (18538.000000 sec): 3 clusters
  Score: Raw -158683.774881 + Penalty 2373.092261 = -156310.682620
  nChanged 1
		SP:Iteration 28Q (18538.170000 sec): 3 clusters
  Score: Raw -158684.100222 + Penalty 2373.092261 = -156311.007960
  nChanged 0
		SP:Iteration 29F (18538.350000 sec): 3 clusters
  Score: Raw -158684.100222 + Penalty 2373.092261 = -156311.007960
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 31 (6796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18538.470000 sec): 2 clusters
  Score: Raw -572798.238605 + Penalty 1433.914541 = -571364.324064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18538.610000 sec): 3 clusters
  Score: Raw -569139.810717 + Penalty 2867.829082 = -566271.981635
  nChanged 2863
		SP:Iteration 1F (18538.770000 sec): 3 clusters
  Score: Raw -570807.499593 + Penalty 2867.829082 = -567939.670511
  nChanged 476
		SP:Iteration 2F (18538.920000 sec): 3 clusters
  Score: Raw -571073.860342 + Penalty 2867.829082 = -568206.031260
  nChanged 387
		SP:Iteration 3F (18539.120000 sec): 3 clusters
  Score: Raw -571310.984524 + Penalty 2867.829082 = -568443.155443
  nChanged 354
		SP:Iteration 4F (18539.310000 sec): 3 clusters
  Score: Raw -571502.373981 + Penalty 2867.829082 = -568634.544899
  nChanged 312
		SP:Iteration 5Q (18539.510000 sec): 3 clusters
  Score: Raw -571685.494358 + Penalty 2867.829082 = -568817.665277
  nChanged 281
		SP:Iteration 6Q (18539.640000 sec): 3 clusters
  Score: Raw -571835.868310 + Penalty 2867.829082 = -568968.039228
  nChanged 257
		SP:Iteration 7Q (18539.870000 sec): 3 clusters
  Score: Raw -571962.470417 + Penalty 2867.829082 = -569094.641335
  nChanged 226
		SP:Iteration 8Q (18540.060000 sec): 3 clusters
  Score: Raw -572079.919065 + Penalty 2867.829082 = -569212.089983
  nChanged 225
		SP:Iteration 9Q (18540.220000 sec): 3 clusters
  Score: Raw -572184.228276 + Penalty 2867.829082 = -569316.399194
  nChanged 188
		SP:Iteration 10Q (18540.410000 sec): 3 clusters
  Score: Raw -572280.399136 + Penalty 2867.829082 = -569412.570054
  nChanged 193
		SP:Iteration 11Q (18540.620000 sec): 3 clusters
  Score: Raw -572380.416583 + Penalty 2867.829082 = -569512.587501
  nChanged 166
		SP:Iteration 12Q (18540.880000 sec): 3 clusters
  Score: Raw -572475.172602 + Penalty 2867.829082 = -569607.343520
  nChanged 173
		SP:Iteration 13Q (18541.020000 sec): 3 clusters
  Score: Raw -572568.986712 + Penalty 2867.829082 = -569701.157630
  nChanged 146
		SP:Iteration 14Q (18541.280000 sec): 3 clusters
  Score: Raw -572636.486229 + Penalty 2867.829082 = -569768.657147
  nChanged 130
		SP:Iteration 15Q (18541.420000 sec): 3 clusters
  Score: Raw -572702.303982 + Penalty 2867.829082 = -569834.474900
  nChanged 123
		SP:Iteration 16Q (18541.650000 sec): 3 clusters
  Score: Raw -572757.043424 + Penalty 2867.829082 = -569889.214343
  nChanged 114
		SP:Iteration 17Q (18541.850000 sec): 3 clusters
  Score: Raw -572816.003489 + Penalty 2867.829082 = -569948.174407
  nChanged 119
		SP:Iteration 18Q (18542.000000 sec): 3 clusters
  Score: Raw -572885.496534 + Penalty 2867.829082 = -570017.667452
  nChanged 130
		SP:Iteration 19Q (18542.240000 sec): 3 clusters
  Score: Raw -572962.188320 + Penalty 2867.829082 = -570094.359238
  nChanged 115
		SP:Iteration 20F (18542.440000 sec): 3 clusters
  Score: Raw -573028.305367 + Penalty 2867.829082 = -570160.476285
  nChanged 90
		SP:Iteration 21Q (18542.650000 sec): 3 clusters
  Score: Raw -573085.054317 + Penalty 2867.829082 = -570217.225235
  nChanged 80
		SP:Iteration 22Q (18542.870000 sec): 3 clusters
  Score: Raw -573125.559787 + Penalty 2867.829082 = -570257.730705
  nChanged 61
		SP:Iteration 23Q (18543.030000 sec): 3 clusters
  Score: Raw -573158.683052 + Penalty 2867.829082 = -570290.853970
  nChanged 53
		SP:Iteration 24Q (18543.250000 sec): 3 clusters
  Score: Raw -573194.416798 + Penalty 2867.829082 = -570326.587716
  nChanged 45
		SP:Iteration 25Q (18543.380000 sec): 3 clusters
  Score: Raw -573226.916045 + Penalty 2867.829082 = -570359.086963
  nChanged 46
		SP:Iteration 26Q (18543.570000 sec): 3 clusters
  Score: Raw -573251.768667 + Penalty 2867.829082 = -570383.939585
  nChanged 35
		SP:Iteration 27Q (18543.760000 sec): 3 clusters
  Score: Raw -573267.473760 + Penalty 2867.829082 = -570399.644678
  nChanged 39
		SP:Iteration 28Q (18543.980000 sec): 3 clusters
  Score: Raw -573287.326938 + Penalty 2867.829082 = -570419.497856
  nChanged 29
		SP:Iteration 29Q (18544.170000 sec): 3 clusters
  Score: Raw -573306.767992 + Penalty 2867.829082 = -570438.938910
  nChanged 31
		SP:Iteration 30Q (18544.360000 sec): 3 clusters
  Score: Raw -573325.340961 + Penalty 2867.829082 = -570457.511879
  nChanged 27
		SP:Iteration 31Q (18544.570000 sec): 3 clusters
  Score: Raw -573341.455240 + Penalty 2867.829082 = -570473.626158
  nChanged 23
		SP:Iteration 32Q (18544.790000 sec): 3 clusters
  Score: Raw -573353.529745 + Penalty 2867.829082 = -570485.700663
  nChanged 16
		SP:Iteration 33Q (18544.970000 sec): 3 clusters
  Score: Raw -573363.160220 + Penalty 2867.829082 = -570495.331138
  nChanged 10
		SP:Iteration 34Q (18545.190000 sec): 3 clusters
  Score: Raw -573368.918391 + Penalty 2867.829082 = -570501.089310
  nChanged 8
		SP:Iteration 35Q (18545.390000 sec): 3 clusters
  Score: Raw -573374.562194 + Penalty 2867.829082 = -570506.733112
  nChanged 3
		SP:Iteration 36Q (18545.590000 sec): 3 clusters
  Score: Raw -573377.255816 + Penalty 2867.829082 = -570509.426734
  nChanged 1
		SP:Iteration 37Q (18545.900000 sec): 3 clusters
  Score: Raw -573377.698515 + Penalty 2867.829082 = -570509.869433
  nChanged 1
		SP:Iteration 38Q (18546.090000 sec): 3 clusters
  Score: Raw -573378.372883 + Penalty 2867.829082 = -570510.543801
  nChanged 0
		SP:Iteration 39F (18546.330000 sec): 3 clusters
  Score: Raw -573379.368312 + Penalty 2867.829082 = -570511.539230
  nChanged 1
		SP:Iteration 40F (18546.480000 sec): 3 clusters
  Score: Raw -573381.373060 + Penalty 2867.829082 = -570513.543978
  nChanged 1
		SP:Iteration 41Q (18546.760000 sec): 3 clusters
  Score: Raw -573381.684498 + Penalty 2867.829082 = -570513.855416
  nChanged 1
		SP:Iteration 42Q (18546.950000 sec): 3 clusters
  Score: Raw -573382.381896 + Penalty 2867.829082 = -570514.552814
  nChanged 1
		SP:Iteration 43Q (18547.190000 sec): 3 clusters
  Score: Raw -573383.072537 + Penalty 2867.829082 = -570515.243455
  nChanged 1
		SP:Iteration 44Q (18547.410000 sec): 3 clusters
  Score: Raw -573384.351942 + Penalty 2867.829082 = -570516.522860
  nChanged 1
		SP:Iteration 45Q (18547.610000 sec): 3 clusters
  Score: Raw -573384.669513 + Penalty 2867.829082 = -570516.840431
  nChanged 0
		SP:Iteration 46F (18547.850000 sec): 3 clusters
  Score: Raw -573384.669513 + Penalty 2867.829082 = -570516.840431
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 32 (34964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18548.080000 sec): 2 clusters
  Score: Raw -3679115.128903 + Penalty 1700.087064 = -3677415.041839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18548.470000 sec): 3 clusters
  Score: Raw -3657431.878390 + Penalty 3400.174128 = -3654031.704262
  nChanged 16262
		SP:Iteration 1F (18548.820000 sec): 3 clusters
  Score: Raw -3666429.149263 + Penalty 3400.174128 = -3663028.975135
  nChanged 1298
		SP:Iteration 2Q (18549.210000 sec): 3 clusters
  Score: Raw -3666754.099200 + Penalty 3400.174128 = -3663353.925072
  nChanged 1224
		SP:Iteration 3Q (18549.530000 sec): 3 clusters
  Score: Raw -3667057.273147 + Penalty 3400.174128 = -3663657.099019
  nChanged 1162
		SP:Iteration 4Q (18549.910000 sec): 3 clusters
  Score: Raw -3667368.961731 + Penalty 3400.174128 = -3663968.787603
  nChanged 1156
		SP:Iteration 5Q (18550.250000 sec): 3 clusters
  Score: Raw -3667696.598143 + Penalty 3400.174128 = -3664296.424015
  nChanged 1240
		SP:Iteration 6Q (18550.610000 sec): 3 clusters
  Score: Raw -3668126.710506 + Penalty 3400.174128 = -3664726.536378
  nChanged 1377
		SP:Iteration 7Q (18550.970000 sec): 3 clusters
  Score: Raw -3668673.575755 + Penalty 3400.174128 = -3665273.401628
  nChanged 1583
		SP:Iteration 8Q (18551.310000 sec): 3 clusters
  Score: Raw -3669448.615645 + Penalty 3400.174128 = -3666048.441517
  nChanged 1867
		SP:Iteration 9F (18551.620000 sec): 3 clusters
  Score: Raw -3670538.778844 + Penalty 3400.174128 = -3667138.604716
  nChanged 2091
		SP:Iteration 10F (18551.960000 sec): 3 clusters
  Score: Raw -3672077.104956 + Penalty 3400.174128 = -3668676.930828
  nChanged 2299
		SP:Iteration 11F (18552.290000 sec): 3 clusters
  Score: Raw -3674050.696064 + Penalty 3400.174128 = -3670650.521936
  nChanged 2010
		SP:Iteration 12F (18552.590000 sec): 3 clusters
  Score: Raw -3675846.246310 + Penalty 3400.174128 = -3672446.072183
  nChanged 1449
		SP:Iteration 13Q (18552.960000 sec): 3 clusters
  Score: Raw -3677133.261935 + Penalty 3400.174128 = -3673733.087807
  nChanged 1001
		SP:Iteration 14Q (18553.240000 sec): 3 clusters
  Score: Raw -3678019.745694 + Penalty 3400.174128 = -3674619.571566
  nChanged 619
		SP:Iteration 15Q (18553.610000 sec): 3 clusters
  Score: Raw -3678533.668439 + Penalty 3400.174128 = -3675133.494311
  nChanged 355
		SP:Iteration 16Q (18553.940000 sec): 3 clusters
  Score: Raw -3678802.673262 + Penalty 3400.174128 = -3675402.499134
  nChanged 244
		SP:Iteration 17Q (18554.300000 sec): 3 clusters
  Score: Raw -3678981.818137 + Penalty 3400.174128 = -3675581.644009
  nChanged 164
		SP:Iteration 18Q (18554.600000 sec): 3 clusters
  Score: Raw -3679100.983518 + Penalty 3400.174128 = -3675700.809390
  nChanged 105
		SP:Iteration 19Q (18554.910000 sec): 3 clusters
  Score: Raw -3679165.375863 + Penalty 3400.174128 = -3675765.201735
  nChanged 66
		SP:Iteration 20F (18555.220000 sec): 3 clusters
  Score: Raw -3679202.995591 + Penalty 3400.174128 = -3675802.821463
  nChanged 55
		SP:Iteration 21Q (18555.520000 sec): 3 clusters
  Score: Raw -3679241.137480 + Penalty 3400.174128 = -3675840.963352
  nChanged 44
		SP:Iteration 22Q (18555.870000 sec): 3 clusters
  Score: Raw -3679269.054149 + Penalty 3400.174128 = -3675868.880022
  nChanged 37
		SP:Iteration 23Q (18556.160000 sec): 3 clusters
  Score: Raw -3679295.907734 + Penalty 3400.174128 = -3675895.733606
  nChanged 27
		SP:Iteration 24Q (18556.430000 sec): 3 clusters
  Score: Raw -3679312.209520 + Penalty 3400.174128 = -3675912.035392
  nChanged 15
		SP:Iteration 25Q (18556.760000 sec): 3 clusters
  Score: Raw -3679322.700361 + Penalty 3400.174128 = -3675922.526233
  nChanged 18
		SP:Iteration 26Q (18557.060000 sec): 3 clusters
  Score: Raw -3679333.875451 + Penalty 3400.174128 = -3675933.701323
  nChanged 13
		SP:Iteration 27Q (18557.410000 sec): 3 clusters
  Score: Raw -3679345.772382 + Penalty 3400.174128 = -3675945.598254
  nChanged 15
		SP:Iteration 28Q (18557.790000 sec): 3 clusters
  Score: Raw -3679353.977953 + Penalty 3400.174128 = -3675953.803825
  nChanged 7
		SP:Iteration 29Q (18558.150000 sec): 3 clusters
  Score: Raw -3679356.997296 + Penalty 3400.174128 = -3675956.823168
  nChanged 8
		SP:Iteration 30Q (18558.440000 sec): 3 clusters
  Score: Raw -3679361.958950 + Penalty 3400.174128 = -3675961.784822
  nChanged 7
		SP:Iteration 31Q (18558.800000 sec): 3 clusters
  Score: Raw -3679366.173859 + Penalty 3400.174128 = -3675965.999732
  nChanged 5
		SP:Iteration 32Q (18559.150000 sec): 3 clusters
  Score: Raw -3679368.012694 + Penalty 3400.174128 = -3675967.838566
  nChanged 3
		SP:Iteration 33Q (18559.460000 sec): 3 clusters
  Score: Raw -3679371.551289 + Penalty 3400.174128 = -3675971.377161
  nChanged 4
		SP:Iteration 34Q (18559.800000 sec): 3 clusters
  Score: Raw -3679372.973340 + Penalty 3400.174128 = -3675972.799212
  nChanged 1
		SP:Iteration 35Q (18560.120000 sec): 3 clusters
  Score: Raw -3679373.553411 + Penalty 3400.174128 = -3675973.379283
  nChanged 0
		SP:Iteration 36F (18560.420000 sec): 3 clusters
  Score: Raw -3679373.553411 + Penalty 3400.174128 = -3675973.379283
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 33 (11964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18560.550000 sec): 2 clusters
  Score: Raw -1167045.482678 + Penalty 1525.819331 = -1165519.663347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18560.780000 sec): 3 clusters
  Score: Raw -1160105.270700 + Penalty 3051.638661 = -1157053.632039
  nChanged 5310
		SP:Iteration 1F (18561.010000 sec): 3 clusters
  Score: Raw -1163082.150068 + Penalty 3051.638661 = -1160030.511407
  nChanged 810
		SP:Iteration 2F (18561.250000 sec): 3 clusters
  Score: Raw -1163454.617042 + Penalty 3051.638661 = -1160402.978380
  nChanged 643
		SP:Iteration 3F (18561.460000 sec): 3 clusters
  Score: Raw -1163737.482579 + Penalty 3051.638661 = -1160685.843918
  nChanged 570
		SP:Iteration 4Q (18561.710000 sec): 3 clusters
  Score: Raw -1163967.482746 + Penalty 3051.638661 = -1160915.844085
  nChanged 476
		SP:Iteration 5Q (18561.940000 sec): 3 clusters
  Score: Raw -1164147.620394 + Penalty 3051.638661 = -1161095.981733
  nChanged 434
		SP:Iteration 6Q (18562.270000 sec): 3 clusters
  Score: Raw -1164321.039151 + Penalty 3051.638661 = -1161269.400490
  nChanged 420
		SP:Iteration 7Q (18562.510000 sec): 3 clusters
  Score: Raw -1164504.619517 + Penalty 3051.638661 = -1161452.980855
  nChanged 431
		SP:Iteration 8Q (18562.760000 sec): 3 clusters
  Score: Raw -1164704.453990 + Penalty 3051.638661 = -1161652.815329
  nChanged 466
		SP:Iteration 9Q (18563.050000 sec): 3 clusters
  Score: Raw -1164949.025760 + Penalty 3051.638661 = -1161897.387099
  nChanged 513
		SP:Iteration 10Q (18563.280000 sec): 3 clusters
  Score: Raw -1165218.247711 + Penalty 3051.638661 = -1162166.609049
  nChanged 492
		SP:Iteration 11Q (18563.480000 sec): 3 clusters
  Score: Raw -1165451.966567 + Penalty 3051.638661 = -1162400.327905
  nChanged 444
		SP:Iteration 12Q (18563.730000 sec): 3 clusters
  Score: Raw -1165667.083391 + Penalty 3051.638661 = -1162615.444730
  nChanged 434
		SP:Iteration 13Q (18563.970000 sec): 3 clusters
  Score: Raw -1165894.775306 + Penalty 3051.638661 = -1162843.136644
  nChanged 373
		SP:Iteration 14Q (18564.190000 sec): 3 clusters
  Score: Raw -1166069.208843 + Penalty 3051.638661 = -1163017.570182
  nChanged 335
		SP:Iteration 15Q (18564.410000 sec): 3 clusters
  Score: Raw -1166221.178379 + Penalty 3051.638661 = -1163169.539718
  nChanged 278
		SP:Iteration 16Q (18564.630000 sec): 3 clusters
  Score: Raw -1166344.475592 + Penalty 3051.638661 = -1163292.836930
  nChanged 268
		SP:Iteration 17Q (18564.860000 sec): 3 clusters
  Score: Raw -1166469.838904 + Penalty 3051.638661 = -1163418.200243
  nChanged 247
		SP:Iteration 18Q (18565.110000 sec): 3 clusters
  Score: Raw -1166576.984131 + Penalty 3051.638661 = -1163525.345470
  nChanged 220
		SP:Iteration 19Q (18565.370000 sec): 3 clusters
  Score: Raw -1166679.187567 + Penalty 3051.638661 = -1163627.548905
  nChanged 187
		SP:Iteration 20F (18565.610000 sec): 3 clusters
  Score: Raw -1166758.153581 + Penalty 3051.638661 = -1163706.514920
  nChanged 163
		SP:Iteration 21Q (18565.870000 sec): 3 clusters
  Score: Raw -1166814.069842 + Penalty 3051.638661 = -1163762.431180
  nChanged 108
		SP:Iteration 22Q (18566.110000 sec): 3 clusters
  Score: Raw -1166845.269218 + Penalty 3051.638661 = -1163793.630557
  nChanged 103
		SP:Iteration 23Q (18566.350000 sec): 3 clusters
  Score: Raw -1166873.052550 + Penalty 3051.638661 = -1163821.413888
  nChanged 93
		SP:Iteration 24Q (18566.610000 sec): 3 clusters
  Score: Raw -1166905.171164 + Penalty 3051.638661 = -1163853.532502
  nChanged 115
		SP:Iteration 25Q (18566.820000 sec): 3 clusters
  Score: Raw -1166944.574474 + Penalty 3051.638661 = -1163892.935813
  nChanged 128
		SP:Iteration 26Q (18567.040000 sec): 3 clusters
  Score: Raw -1166995.753058 + Penalty 3051.638661 = -1163944.114396
  nChanged 135
		SP:Iteration 27Q (18567.290000 sec): 3 clusters
  Score: Raw -1167047.703256 + Penalty 3051.638661 = -1163996.064595
  nChanged 116
		SP:Iteration 28Q (18567.520000 sec): 3 clusters
  Score: Raw -1167087.480519 + Penalty 3051.638661 = -1164035.841857
  nChanged 102
		SP:Iteration 29Q (18567.760000 sec): 3 clusters
  Score: Raw -1167124.539079 + Penalty 3051.638661 = -1164072.900418
  nChanged 106
		SP:Iteration 30Q (18568.050000 sec): 3 clusters
  Score: Raw -1167162.939006 + Penalty 3051.638661 = -1164111.300344
  nChanged 113
		SP:Iteration 31Q (18568.300000 sec): 3 clusters
  Score: Raw -1167204.353350 + Penalty 3051.638661 = -1164152.714689
  nChanged 101
		SP:Iteration 32Q (18568.610000 sec): 3 clusters
  Score: Raw -1167242.599395 + Penalty 3051.638661 = -1164190.960734
  nChanged 91
		SP:Iteration 33Q (18568.860000 sec): 3 clusters
  Score: Raw -1167276.134313 + Penalty 3051.638661 = -1164224.495651
  nChanged 86
		SP:Iteration 34Q (18569.160000 sec): 3 clusters
  Score: Raw -1167304.361443 + Penalty 3051.638661 = -1164252.722781
  nChanged 75
		SP:Iteration 35Q (18569.340000 sec): 3 clusters
  Score: Raw -1167331.782539 + Penalty 3051.638661 = -1164280.143878
  nChanged 79
		SP:Iteration 36Q (18569.610000 sec): 3 clusters
  Score: Raw -1167363.450553 + Penalty 3051.638661 = -1164311.811892
  nChanged 89
		SP:Iteration 37Q (18569.850000 sec): 3 clusters
  Score: Raw -1167405.805864 + Penalty 3051.638661 = -1164354.167202
  nChanged 85
		SP:Iteration 38Q (18570.090000 sec): 3 clusters
  Score: Raw -1167440.870738 + Penalty 3051.638661 = -1164389.232077
  nChanged 75
		SP:Iteration 39Q (18570.360000 sec): 3 clusters
  Score: Raw -1167479.316521 + Penalty 3051.638661 = -1164427.677859
  nChanged 76
		SP:Iteration 40F (18570.670000 sec): 3 clusters
  Score: Raw -1167510.621749 + Penalty 3051.638661 = -1164458.983087
  nChanged 63
		SP:Iteration 41Q (18570.910000 sec): 3 clusters
  Score: Raw -1167542.240581 + Penalty 3051.638661 = -1164490.601920
  nChanged 60
		SP:Iteration 42Q (18571.140000 sec): 3 clusters
  Score: Raw -1167576.062872 + Penalty 3051.638661 = -1164524.424210
  nChanged 49
		SP:Iteration 43Q (18571.430000 sec): 3 clusters
  Score: Raw -1167601.480550 + Penalty 3051.638661 = -1164549.841889
  nChanged 41
		SP:Iteration 44Q (18571.710000 sec): 3 clusters
  Score: Raw -1167629.993738 + Penalty 3051.638661 = -1164578.355077
  nChanged 33
		SP:Iteration 45Q (18571.920000 sec): 3 clusters
  Score: Raw -1167649.763784 + Penalty 3051.638661 = -1164598.125123
  nChanged 45
		SP:Iteration 46Q (18572.170000 sec): 3 clusters
  Score: Raw -1167683.186156 + Penalty 3051.638661 = -1164631.547495
  nChanged 46
		SP:Iteration 47Q (18572.400000 sec): 3 clusters
  Score: Raw -1167724.015076 + Penalty 3051.638661 = -1164672.376414
  nChanged 44
		SP:Iteration 48Q (18572.600000 sec): 3 clusters
  Score: Raw -1167750.986125 + Penalty 3051.638661 = -1164699.347463
  nChanged 38
		SP:Iteration 49Q (18572.810000 sec): 3 clusters
  Score: Raw -1167779.353498 + Penalty 3051.638661 = -1164727.714837
  nChanged 31
		SP:Iteration 50Q (18573.030000 sec): 3 clusters
  Score: Raw -1167806.699488 + Penalty 3051.638661 = -1164755.060826
  nChanged 31
		SP:Iteration 51Q (18573.300000 sec): 3 clusters
  Score: Raw -1167828.675083 + Penalty 3051.638661 = -1164777.036421
  nChanged 24
		SP:Iteration 52Q (18573.530000 sec): 3 clusters
  Score: Raw -1167849.498304 + Penalty 3051.638661 = -1164797.859642
  nChanged 19
		SP:Iteration 53Q (18573.720000 sec): 3 clusters
  Score: Raw -1167866.943927 + Penalty 3051.638661 = -1164815.305266
  nChanged 24
		SP:Iteration 54Q (18573.960000 sec): 3 clusters
  Score: Raw -1167879.590919 + Penalty 3051.638661 = -1164827.952258
  nChanged 12
		SP:Iteration 55Q (18574.190000 sec): 3 clusters
  Score: Raw -1167887.903846 + Penalty 3051.638661 = -1164836.265184
  nChanged 11
		SP:Iteration 56Q (18574.450000 sec): 3 clusters
  Score: Raw -1167894.570548 + Penalty 3051.638661 = -1164842.931886
  nChanged 9
		SP:Iteration 57Q (18574.690000 sec): 3 clusters
  Score: Raw -1167897.049436 + Penalty 3051.638661 = -1164845.410775
  nChanged 3
		SP:Iteration 58Q (18574.870000 sec): 3 clusters
  Score: Raw -1167897.817509 + Penalty 3051.638661 = -1164846.178847
  nChanged 1
		SP:Iteration 59Q (18575.050000 sec): 3 clusters
  Score: Raw -1167899.068785 + Penalty 3051.638661 = -1164847.430124
  nChanged 4
		SP:Iteration 60F (18575.280000 sec): 3 clusters
  Score: Raw -1167900.498981 + Penalty 3051.638661 = -1164848.860319
  nChanged 1
		SP:Iteration 61Q (18575.520000 sec): 3 clusters
  Score: Raw -1167900.714592 + Penalty 3051.638661 = -1164849.075931
  nChanged 0
		SP:Iteration 62F (18575.740000 sec): 3 clusters
  Score: Raw -1167900.714592 + Penalty 3051.638661 = -1164849.075931
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 34 (9423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18575.890000 sec): 2 clusters
  Score: Raw -994636.942110 + Penalty 1487.022678 = -993149.919432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18576.090000 sec): 3 clusters
  Score: Raw -989275.215424 + Penalty 2974.045356 = -986301.170068
  nChanged 4036
		SP:Iteration 1F (18576.300000 sec): 3 clusters
  Score: Raw -991441.179663 + Penalty 2974.045356 = -988467.134307
  nChanged 610
		SP:Iteration 2F (18576.540000 sec): 3 clusters
  Score: Raw -991723.787680 + Penalty 2974.045356 = -988749.742324
  nChanged 494
		SP:Iteration 3F (18576.730000 sec): 3 clusters
  Score: Raw -991974.349890 + Penalty 2974.045356 = -989000.304534
  nChanged 472
		SP:Iteration 4F (18576.940000 sec): 3 clusters
  Score: Raw -992252.835987 + Penalty 2974.045356 = -989278.790631
  nChanged 524
		SP:Iteration 5F (18577.140000 sec): 3 clusters
  Score: Raw -992590.043459 + Penalty 2974.045356 = -989615.998103
  nChanged 522
		SP:Iteration 6F (18577.350000 sec): 3 clusters
  Score: Raw -992943.538543 + Penalty 2974.045356 = -989969.493186
  nChanged 492
		SP:Iteration 7F (18577.550000 sec): 3 clusters
  Score: Raw -993315.860286 + Penalty 2974.045356 = -990341.814929
  nChanged 493
		SP:Iteration 8F (18577.780000 sec): 3 clusters
  Score: Raw -993702.854762 + Penalty 2974.045356 = -990728.809406
  nChanged 371
		SP:Iteration 9Q (18577.980000 sec): 3 clusters
  Score: Raw -994003.056110 + Penalty 2974.045356 = -991029.010754
  nChanged 308
		SP:Iteration 10Q (18578.210000 sec): 3 clusters
  Score: Raw -994264.714653 + Penalty 2974.045356 = -991290.669296
  nChanged 223
		SP:Iteration 11Q (18578.410000 sec): 3 clusters
  Score: Raw -994445.889294 + Penalty 2974.045356 = -991471.843938
  nChanged 141
		SP:Iteration 12Q (18578.610000 sec): 3 clusters
  Score: Raw -994582.765259 + Penalty 2974.045356 = -991608.719903
  nChanged 93
		SP:Iteration 13Q (18578.840000 sec): 3 clusters
  Score: Raw -994664.482592 + Penalty 2974.045356 = -991690.437236
  nChanged 57
		SP:Iteration 14Q (18579.020000 sec): 3 clusters
  Score: Raw -994711.303914 + Penalty 2974.045356 = -991737.258558
  nChanged 37
		SP:Iteration 15Q (18579.300000 sec): 3 clusters
  Score: Raw -994738.603236 + Penalty 2974.045356 = -991764.557879
  nChanged 21
		SP:Iteration 16Q (18579.490000 sec): 3 clusters
  Score: Raw -994758.459086 + Penalty 2974.045356 = -991784.413730
  nChanged 12
		SP:Iteration 17Q (18579.710000 sec): 3 clusters
  Score: Raw -994766.815981 + Penalty 2974.045356 = -991792.770625
  nChanged 6
		SP:Iteration 18Q (18579.920000 sec): 3 clusters
  Score: Raw -994771.534019 + Penalty 2974.045356 = -991797.488662
  nChanged 7
		SP:Iteration 19Q (18580.140000 sec): 3 clusters
  Score: Raw -994777.423313 + Penalty 2974.045356 = -991803.377957
  nChanged 10
		SP:Iteration 20F (18580.330000 sec): 3 clusters
  Score: Raw -994785.218559 + Penalty 2974.045356 = -991811.173202
  nChanged 8
		SP:Iteration 21Q (18580.600000 sec): 3 clusters
  Score: Raw -994791.974306 + Penalty 2974.045356 = -991817.928950
  nChanged 8
		SP:Iteration 22Q (18580.800000 sec): 3 clusters
  Score: Raw -994800.168894 + Penalty 2974.045356 = -991826.123538
  nChanged 8
		SP:Iteration 23Q (18581.060000 sec): 3 clusters
  Score: Raw -994810.842500 + Penalty 2974.045356 = -991836.797144
  nChanged 7
		SP:Iteration 24Q (18581.280000 sec): 3 clusters
  Score: Raw -994817.281516 + Penalty 2974.045356 = -991843.236160
  nChanged 9
		SP:Iteration 25Q (18581.490000 sec): 3 clusters
  Score: Raw -994832.044310 + Penalty 2974.045356 = -991857.998954
  nChanged 9
		SP:Iteration 26Q (18581.720000 sec): 3 clusters
  Score: Raw -994843.690139 + Penalty 2974.045356 = -991869.644783
  nChanged 5
		SP:Iteration 27Q (18581.960000 sec): 3 clusters
  Score: Raw -994848.146272 + Penalty 2974.045356 = -991874.100916
  nChanged 2
		SP:Iteration 28Q (18582.160000 sec): 3 clusters
  Score: Raw -994850.330074 + Penalty 2974.045356 = -991876.284718
  nChanged 3
		SP:Iteration 29Q (18582.380000 sec): 3 clusters
  Score: Raw -994854.360379 + Penalty 2974.045356 = -991880.315023
  nChanged 2
		SP:Iteration 30Q (18582.590000 sec): 3 clusters
  Score: Raw -994856.326940 + Penalty 2974.045356 = -991882.281584
  nChanged 1
		SP:Iteration 31Q (18582.870000 sec): 3 clusters
  Score: Raw -994857.399902 + Penalty 2974.045356 = -991883.354546
  nChanged 2
		SP:Iteration 32Q (18583.080000 sec): 3 clusters
  Score: Raw -994859.012949 + Penalty 2974.045356 = -991884.967593
  nChanged 1
		SP:Iteration 33Q (18583.280000 sec): 3 clusters
  Score: Raw -994860.106753 + Penalty 2974.045356 = -991886.061397
  nChanged 4
		SP:Iteration 34Q (18583.560000 sec): 3 clusters
  Score: Raw -994862.280035 + Penalty 2974.045356 = -991888.234679
  nChanged 1
		SP:Iteration 35Q (18583.800000 sec): 3 clusters
  Score: Raw -994863.752413 + Penalty 2974.045356 = -991889.707057
  nChanged 0
		SP:Iteration 36F (18584.000000 sec): 3 clusters
  Score: Raw -994863.752413 + Penalty 2974.045356 = -991889.707057
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 35 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18584.080000 sec): 2 clusters
  Score: Raw -207264.757800 + Penalty 1249.522805 = -206015.234995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18584.260000 sec): 3 clusters
  Score: Raw -206339.247728 + Penalty 2499.045610 = -203840.202118
  nChanged 748
		SP:Iteration 1F (18584.470000 sec): 3 clusters
  Score: Raw -206837.006918 + Penalty 2499.045610 = -204337.961308
  nChanged 169
		SP:Iteration 2F (18584.630000 sec): 3 clusters
  Score: Raw -206942.889468 + Penalty 2499.045610 = -204443.843858
  nChanged 100
		SP:Iteration 3Q (18584.870000 sec): 3 clusters
  Score: Raw -207002.333855 + Penalty 2499.045610 = -204503.288245
  nChanged 78
		SP:Iteration 4Q (18585.050000 sec): 3 clusters
  Score: Raw -207048.478420 + Penalty 2499.045610 = -204549.432810
  nChanged 56
		SP:Iteration 5Q (18585.200000 sec): 3 clusters
  Score: Raw -207083.468060 + Penalty 2499.045610 = -204584.422450
  nChanged 42
		SP:Iteration 6Q (18585.380000 sec): 3 clusters
  Score: Raw -207107.851828 + Penalty 2499.045610 = -204608.806218
  nChanged 34
		SP:Iteration 7Q (18585.560000 sec): 3 clusters
  Score: Raw -207127.024595 + Penalty 2499.045610 = -204627.978985
  nChanged 30
		SP:Iteration 8Q (18585.750000 sec): 3 clusters
  Score: Raw -207148.397252 + Penalty 2499.045610 = -204649.351642
  nChanged 28
		SP:Iteration 9Q (18585.940000 sec): 3 clusters
  Score: Raw -207166.314941 + Penalty 2499.045610 = -204667.269331
  nChanged 32
		SP:Iteration 10Q (18586.100000 sec): 3 clusters
  Score: Raw -207186.948894 + Penalty 2499.045610 = -204687.903284
  nChanged 31
		SP:Iteration 11Q (18586.280000 sec): 3 clusters
  Score: Raw -207207.817746 + Penalty 2499.045610 = -204708.772136
  nChanged 28
		SP:Iteration 12Q (18586.460000 sec): 3 clusters
  Score: Raw -207226.470073 + Penalty 2499.045610 = -204727.424463
  nChanged 25
		SP:Iteration 13Q (18586.680000 sec): 3 clusters
  Score: Raw -207242.633032 + Penalty 2499.045610 = -204743.587422
  nChanged 23
		SP:Iteration 14Q (18586.820000 sec): 3 clusters
  Score: Raw -207252.713483 + Penalty 2499.045610 = -204753.667873
  nChanged 18
		SP:Iteration 15Q (18587.020000 sec): 3 clusters
  Score: Raw -207263.683391 + Penalty 2499.045610 = -204764.637781
  nChanged 18
		SP:Iteration 16Q (18587.280000 sec): 3 clusters
  Score: Raw -207272.186873 + Penalty 2499.045610 = -204773.141263
  nChanged 14
		SP:Iteration 17Q (18587.450000 sec): 3 clusters
  Score: Raw -207279.912381 + Penalty 2499.045610 = -204780.866771
  nChanged 17
		SP:Iteration 18Q (18587.610000 sec): 3 clusters
  Score: Raw -207290.128377 + Penalty 2499.045610 = -204791.082767
  nChanged 13
		SP:Iteration 19Q (18587.760000 sec): 3 clusters
  Score: Raw -207298.246778 + Penalty 2499.045610 = -204799.201168
  nChanged 12
		SP:Iteration 20F (18587.950000 sec): 3 clusters
  Score: Raw -207305.889181 + Penalty 2499.045610 = -204806.843571
  nChanged 11
		SP:Iteration 21Q (18588.140000 sec): 3 clusters
  Score: Raw -207311.524306 + Penalty 2499.045610 = -204812.478696
  nChanged 5
		SP:Iteration 22Q (18588.360000 sec): 3 clusters
  Score: Raw -207314.499243 + Penalty 2499.045610 = -204815.453634
  nChanged 6
		SP:Iteration 23Q (18588.550000 sec): 3 clusters
  Score: Raw -207316.551473 + Penalty 2499.045610 = -204817.505863
  nChanged 6
		SP:Iteration 24Q (18588.790000 sec): 3 clusters
  Score: Raw -207320.049584 + Penalty 2499.045610 = -204821.003974
  nChanged 5
		SP:Iteration 25Q (18588.960000 sec): 3 clusters
  Score: Raw -207323.835166 + Penalty 2499.045610 = -204824.789556
  nChanged 11
		SP:Iteration 26Q (18589.140000 sec): 3 clusters
  Score: Raw -207330.113397 + Penalty 2499.045610 = -204831.067787
  nChanged 12
		SP:Iteration 27Q (18589.330000 sec): 3 clusters
  Score: Raw -207336.934929 + Penalty 2499.045610 = -204837.889319
  nChanged 9
		SP:Iteration 28Q (18589.510000 sec): 3 clusters
  Score: Raw -207342.720354 + Penalty 2499.045610 = -204843.674744
  nChanged 11
		SP:Iteration 29Q (18589.670000 sec): 3 clusters
  Score: Raw -207347.979172 + Penalty 2499.045610 = -204848.933562
  nChanged 12
		SP:Iteration 30Q (18589.900000 sec): 3 clusters
  Score: Raw -207355.604364 + Penalty 2499.045610 = -204856.558754
  nChanged 13
		SP:Iteration 31Q (18590.080000 sec): 3 clusters
  Score: Raw -207364.256732 + Penalty 2499.045610 = -204865.211122
  nChanged 16
		SP:Iteration 32Q (18590.340000 sec): 3 clusters
  Score: Raw -207372.672922 + Penalty 2499.045610 = -204873.627312
  nChanged 14
		SP:Iteration 33Q (18590.560000 sec): 3 clusters
  Score: Raw -207380.048231 + Penalty 2499.045610 = -204881.002621
  nChanged 8
		SP:Iteration 34Q (18590.750000 sec): 3 clusters
  Score: Raw -207384.840949 + Penalty 2499.045610 = -204885.795339
  nChanged 12
		SP:Iteration 35Q (18590.950000 sec): 3 clusters
  Score: Raw -207388.230559 + Penalty 2499.045610 = -204889.184949
  nChanged 6
		SP:Iteration 36Q (18591.100000 sec): 3 clusters
  Score: Raw -207389.986476 + Penalty 2499.045610 = -204890.940866
  nChanged 9
		SP:Iteration 37Q (18591.320000 sec): 3 clusters
  Score: Raw -207393.082590 + Penalty 2499.045610 = -204894.036980
  nChanged 4
		SP:Iteration 38Q (18591.480000 sec): 3 clusters
  Score: Raw -207393.976822 + Penalty 2499.045610 = -204894.931212
  nChanged 0
		SP:Iteration 39F (18591.670000 sec): 3 clusters
  Score: Raw -207393.976822 + Penalty 2499.045610 = -204894.931212
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 36 (2248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18591.820000 sec): 2 clusters
  Score: Raw -203160.707318 + Penalty 1254.141884 = -201906.565433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18591.990000 sec): 3 clusters
  Score: Raw -202194.300235 + Penalty 2508.283769 = -199686.016467
  nChanged 819
		SP:Iteration 1F (18592.200000 sec): 3 clusters
  Score: Raw -202746.697761 + Penalty 2508.283769 = -200238.413992
  nChanged 198
		SP:Iteration 2F (18592.440000 sec): 3 clusters
  Score: Raw -202899.557332 + Penalty 2508.283769 = -200391.273563
  nChanged 123
		SP:Iteration 3F (18592.620000 sec): 3 clusters
  Score: Raw -203000.744670 + Penalty 2508.283769 = -200492.460902
  nChanged 102
		SP:Iteration 4Q (18592.820000 sec): 3 clusters
  Score: Raw -203095.281602 + Penalty 2508.283769 = -200586.997833
  nChanged 83
		SP:Iteration 5Q (18593.020000 sec): 3 clusters
  Score: Raw -203153.043211 + Penalty 2508.283769 = -200644.759443
  nChanged 63
		SP:Iteration 6Q (18593.190000 sec): 3 clusters
  Score: Raw -203199.552447 + Penalty 2508.283769 = -200691.268678
  nChanged 55
		SP:Iteration 7Q (18593.400000 sec): 3 clusters
  Score: Raw -203233.971983 + Penalty 2508.283769 = -200725.688215
  nChanged 38
		SP:Iteration 8Q (18593.620000 sec): 3 clusters
  Score: Raw -203260.778728 + Penalty 2508.283769 = -200752.494960
  nChanged 41
		SP:Iteration 9Q (18593.820000 sec): 3 clusters
  Score: Raw -203290.436393 + Penalty 2508.283769 = -200782.152624
  nChanged 41
		SP:Iteration 10Q (18593.990000 sec): 3 clusters
  Score: Raw -203325.835865 + Penalty 2508.283769 = -200817.552096
  nChanged 41
		SP:Iteration 11Q (18594.200000 sec): 3 clusters
  Score: Raw -203356.605491 + Penalty 2508.283769 = -200848.321723
  nChanged 37
		SP:Iteration 12Q (18594.400000 sec): 3 clusters
  Score: Raw -203384.682940 + Penalty 2508.283769 = -200876.399172
  nChanged 41
		SP:Iteration 13Q (18594.550000 sec): 3 clusters
  Score: Raw -203407.978824 + Penalty 2508.283769 = -200899.695056
  nChanged 27
		SP:Iteration 14Q (18594.700000 sec): 3 clusters
  Score: Raw -203427.127063 + Penalty 2508.283769 = -200918.843294
  nChanged 26
		SP:Iteration 15Q (18594.860000 sec): 3 clusters
  Score: Raw -203445.067081 + Penalty 2508.283769 = -200936.783312
  nChanged 25
		SP:Iteration 16Q (18595.020000 sec): 3 clusters
  Score: Raw -203461.736022 + Penalty 2508.283769 = -200953.452254
  nChanged 33
		SP:Iteration 17Q (18595.170000 sec): 3 clusters
  Score: Raw -203480.257227 + Penalty 2508.283769 = -200971.973458
  nChanged 35
		SP:Iteration 18Q (18595.380000 sec): 3 clusters
  Score: Raw -203497.020785 + Penalty 2508.283769 = -200988.737016
  nChanged 26
		SP:Iteration 19Q (18595.530000 sec): 3 clusters
  Score: Raw -203512.012323 + Penalty 2508.283769 = -201003.728555
  nChanged 16
		SP:Iteration 20F (18595.720000 sec): 3 clusters
  Score: Raw -203518.058964 + Penalty 2508.283769 = -201009.775195
  nChanged 10
		SP:Iteration 21Q (18595.900000 sec): 3 clusters
  Score: Raw -203521.869660 + Penalty 2508.283769 = -201013.585891
  nChanged 9
		SP:Iteration 22Q (18596.100000 sec): 3 clusters
  Score: Raw -203525.915835 + Penalty 2508.283769 = -201017.632067
  nChanged 8
		SP:Iteration 23Q (18596.290000 sec): 3 clusters
  Score: Raw -203528.461370 + Penalty 2508.283769 = -201020.177602
  nChanged 6
		SP:Iteration 24Q (18596.470000 sec): 3 clusters
  Score: Raw -203531.722476 + Penalty 2508.283769 = -201023.438708
  nChanged 4
		SP:Iteration 25Q (18596.680000 sec): 3 clusters
  Score: Raw -203532.781193 + Penalty 2508.283769 = -201024.497425
  nChanged 1
		SP:Iteration 26Q (18596.900000 sec): 3 clusters
  Score: Raw -203533.174324 + Penalty 2508.283769 = -201024.890556
  nChanged 1
		SP:Iteration 27Q (18597.040000 sec): 3 clusters
  Score: Raw -203533.865870 + Penalty 2508.283769 = -201025.582102
  nChanged 3
		SP:Iteration 28Q (18597.220000 sec): 3 clusters
  Score: Raw -203535.264342 + Penalty 2508.283769 = -201026.980573
  nChanged 4
		SP:Iteration 29Q (18597.420000 sec): 3 clusters
  Score: Raw -203536.025112 + Penalty 2508.283769 = -201027.741344
  nChanged 0
		SP:Iteration 30F (18597.640000 sec): 3 clusters
  Score: Raw -203536.025112 + Penalty 2508.283769 = -201027.741344
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 37 (1675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18597.720000 sec): 2 clusters
  Score: Raw -146630.516352 + Penalty 1206.329872 = -145424.186480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18597.900000 sec): 3 clusters
  Score: Raw -145991.084507 + Penalty 2412.659744 = -143578.424762
  nChanged 571
		SP:Iteration 1F (18598.080000 sec): 3 clusters
  Score: Raw -146614.517333 + Penalty 2412.659744 = -144201.857589
  nChanged 167
		SP:Iteration 2F (18598.260000 sec): 3 clusters
  Score: Raw -146844.954914 + Penalty 2412.659744 = -144432.295169
  nChanged 120
		SP:Iteration 3F (18598.470000 sec): 3 clusters
  Score: Raw -146991.337244 + Penalty 2412.659744 = -144578.677500
  nChanged 71
		SP:Iteration 4Q (18598.620000 sec): 3 clusters
  Score: Raw -147071.125930 + Penalty 2412.659744 = -144658.466186
  nChanged 61
		SP:Iteration 5Q (18598.820000 sec): 3 clusters
  Score: Raw -147143.164701 + Penalty 2412.659744 = -144730.504957
  nChanged 50
		SP:Iteration 6Q (18599.000000 sec): 3 clusters
  Score: Raw -147205.554768 + Penalty 2412.659744 = -144792.895023
  nChanged 37
		SP:Iteration 7Q (18599.220000 sec): 3 clusters
  Score: Raw -147239.943524 + Penalty 2412.659744 = -144827.283779
  nChanged 27
		SP:Iteration 8Q (18599.420000 sec): 3 clusters
  Score: Raw -147266.285567 + Penalty 2412.659744 = -144853.625822
  nChanged 20
		SP:Iteration 9Q (18599.580000 sec): 3 clusters
  Score: Raw -147282.554483 + Penalty 2412.659744 = -144869.894739
  nChanged 15
		SP:Iteration 10Q (18599.730000 sec): 3 clusters
  Score: Raw -147294.196609 + Penalty 2412.659744 = -144881.536864
  nChanged 7
		SP:Iteration 11Q (18599.930000 sec): 3 clusters
  Score: Raw -147301.771831 + Penalty 2412.659744 = -144889.112087
  nChanged 9
		SP:Iteration 12Q (18600.070000 sec): 3 clusters
  Score: Raw -147307.622195 + Penalty 2412.659744 = -144894.962451
  nChanged 7
		SP:Iteration 13Q (18600.280000 sec): 3 clusters
  Score: Raw -147310.478006 + Penalty 2412.659744 = -144897.818261
  nChanged 3
		SP:Iteration 14Q (18600.470000 sec): 3 clusters
  Score: Raw -147312.563812 + Penalty 2412.659744 = -144899.904068
  nChanged 3
		SP:Iteration 15Q (18600.660000 sec): 3 clusters
  Score: Raw -147315.425672 + Penalty 2412.659744 = -144902.765927
  nChanged 3
		SP:Iteration 16Q (18600.800000 sec): 3 clusters
  Score: Raw -147318.777697 + Penalty 2412.659744 = -144906.117953
  nChanged 4
		SP:Iteration 17Q (18601.000000 sec): 3 clusters
  Score: Raw -147325.651682 + Penalty 2412.659744 = -144912.991938
  nChanged 5
		SP:Iteration 18Q (18601.180000 sec): 3 clusters
  Score: Raw -147338.918030 + Penalty 2412.659744 = -144926.258285
  nChanged 9
		SP:Iteration 19Q (18601.360000 sec): 3 clusters
  Score: Raw -147373.443310 + Penalty 2412.659744 = -144960.783566
  nChanged 11
		SP:Iteration 20F (18601.570000 sec): 3 clusters
  Score: Raw -147395.918085 + Penalty 2412.659744 = -144983.258340
  nChanged 9
		SP:Iteration 21Q (18601.740000 sec): 3 clusters
  Score: Raw -147404.346810 + Penalty 2412.659744 = -144991.687065
  nChanged 5
		SP:Iteration 22Q (18601.960000 sec): 3 clusters
  Score: Raw -147408.248107 + Penalty 2412.659744 = -144995.588363
  nChanged 7
		SP:Iteration 23Q (18602.160000 sec): 3 clusters
  Score: Raw -147413.220112 + Penalty 2412.659744 = -145000.560367
  nChanged 4
		SP:Iteration 24Q (18602.360000 sec): 3 clusters
  Score: Raw -147414.290284 + Penalty 2412.659744 = -145001.630540
  nChanged 2
		SP:Iteration 25Q (18602.520000 sec): 3 clusters
  Score: Raw -147415.355647 + Penalty 2412.659744 = -145002.695903
  nChanged 2
		SP:Iteration 26Q (18602.660000 sec): 3 clusters
  Score: Raw -147416.528166 + Penalty 2412.659744 = -145003.868422
  nChanged 2
		SP:Iteration 27Q (18602.890000 sec): 3 clusters
  Score: Raw -147417.339064 + Penalty 2412.659744 = -145004.679320
  nChanged 1
		SP:Iteration 28Q (18603.070000 sec): 3 clusters
  Score: Raw -147417.686454 + Penalty 2412.659744 = -145005.026709
  nChanged 1
		SP:Iteration 29Q (18603.220000 sec): 3 clusters
  Score: Raw -147419.482963 + Penalty 2412.659744 = -145006.823219
  nChanged 1
		SP:Iteration 30Q (18603.410000 sec): 3 clusters
  Score: Raw -147420.011960 + Penalty 2412.659744 = -145007.352215
  nChanged 2
		SP:Iteration 31Q (18603.550000 sec): 3 clusters
  Score: Raw -147421.018111 + Penalty 2412.659744 = -145008.358367
  nChanged 4
		SP:Iteration 32Q (18603.750000 sec): 3 clusters
  Score: Raw -147423.881678 + Penalty 2412.659744 = -145011.221934
  nChanged 3
		SP:Iteration 33Q (18603.970000 sec): 3 clusters
  Score: Raw -147425.195472 + Penalty 2412.659744 = -145012.535728
  nChanged 4
		SP:Iteration 34Q (18604.230000 sec): 3 clusters
  Score: Raw -147426.714116 + Penalty 2412.659744 = -145014.054371
  nChanged 1
		SP:Iteration 35Q (18604.420000 sec): 3 clusters
  Score: Raw -147426.934872 + Penalty 2412.659744 = -145014.275128
  nChanged 0
		SP:Iteration 36F (18604.600000 sec): 3 clusters
  Score: Raw -147426.934872 + Penalty 2412.659744 = -145014.275128
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 38 (13360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18604.740000 sec): 2 clusters
  Score: Raw -1422744.634277 + Penalty 1543.753323 = -1421200.880954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18604.970000 sec): 3 clusters
  Score: Raw -1414957.637119 + Penalty 3087.506645 = -1411870.130474
  nChanged 5874
		SP:Iteration 1F (18605.230000 sec): 3 clusters
  Score: Raw -1418153.226759 + Penalty 3087.506645 = -1415065.720114
  nChanged 773
		SP:Iteration 2F (18605.500000 sec): 3 clusters
  Score: Raw -1418429.216589 + Penalty 3087.506645 = -1415341.709943
  nChanged 644
		SP:Iteration 3Q (18605.710000 sec): 3 clusters
  Score: Raw -1418649.845332 + Penalty 3087.506645 = -1415562.338687
  nChanged 563
		SP:Iteration 4Q (18605.970000 sec): 3 clusters
  Score: Raw -1418880.650291 + Penalty 3087.506645 = -1415793.143646
  nChanged 587
		SP:Iteration 5Q (18606.210000 sec): 3 clusters
  Score: Raw -1419140.318153 + Penalty 3087.506645 = -1416052.811508
  nChanged 628
		SP:Iteration 6Q (18606.530000 sec): 3 clusters
  Score: Raw -1419457.509083 + Penalty 3087.506645 = -1416370.002438
  nChanged 710
		SP:Iteration 7F (18606.770000 sec): 3 clusters
  Score: Raw -1419899.771653 + Penalty 3087.506645 = -1416812.265008
  nChanged 749
		SP:Iteration 8F (18607.040000 sec): 3 clusters
  Score: Raw -1420435.417517 + Penalty 3087.506645 = -1417347.910871
  nChanged 722
		SP:Iteration 9F (18607.250000 sec): 3 clusters
  Score: Raw -1421011.838501 + Penalty 3087.506645 = -1417924.331856
  nChanged 641
		SP:Iteration 10Q (18607.510000 sec): 3 clusters
  Score: Raw -1421552.357839 + Penalty 3087.506645 = -1418464.851194
  nChanged 565
		SP:Iteration 11Q (18607.710000 sec): 3 clusters
  Score: Raw -1421972.385388 + Penalty 3087.506645 = -1418884.878743
  nChanged 398
		SP:Iteration 12Q (18607.970000 sec): 3 clusters
  Score: Raw -1422208.289294 + Penalty 3087.506645 = -1419120.782649
  nChanged 266
		SP:Iteration 13Q (18608.230000 sec): 3 clusters
  Score: Raw -1422371.948157 + Penalty 3087.506645 = -1419284.441512
  nChanged 219
		SP:Iteration 14Q (18608.440000 sec): 3 clusters
  Score: Raw -1422513.290488 + Penalty 3087.506645 = -1419425.783842
  nChanged 174
		SP:Iteration 15Q (18608.730000 sec): 3 clusters
  Score: Raw -1422625.131612 + Penalty 3087.506645 = -1419537.624967
  nChanged 146
		SP:Iteration 16Q (18609.040000 sec): 3 clusters
  Score: Raw -1422716.600687 + Penalty 3087.506645 = -1419629.094042
  nChanged 138
		SP:Iteration 17Q (18609.280000 sec): 3 clusters
  Score: Raw -1422814.199559 + Penalty 3087.506645 = -1419726.692913
  nChanged 124
		SP:Iteration 18Q (18609.520000 sec): 3 clusters
  Score: Raw -1422896.465541 + Penalty 3087.506645 = -1419808.958896
  nChanged 113
		SP:Iteration 19Q (18609.750000 sec): 3 clusters
  Score: Raw -1422967.280846 + Penalty 3087.506645 = -1419879.774201
  nChanged 95
		SP:Iteration 20F (18610.060000 sec): 3 clusters
  Score: Raw -1423012.738587 + Penalty 3087.506645 = -1419925.231941
  nChanged 84
		SP:Iteration 21Q (18610.340000 sec): 3 clusters
  Score: Raw -1423046.980655 + Penalty 3087.506645 = -1419959.474010
  nChanged 81
		SP:Iteration 22Q (18610.580000 sec): 3 clusters
  Score: Raw -1423078.863340 + Penalty 3087.506645 = -1419991.356694
  nChanged 72
		SP:Iteration 23Q (18610.840000 sec): 3 clusters
  Score: Raw -1423105.484908 + Penalty 3087.506645 = -1420017.978263
  nChanged 49
		SP:Iteration 24Q (18611.120000 sec): 3 clusters
  Score: Raw -1423120.606512 + Penalty 3087.506645 = -1420033.099867
  nChanged 35
		SP:Iteration 25Q (18611.340000 sec): 3 clusters
  Score: Raw -1423131.261110 + Penalty 3087.506645 = -1420043.754465
  nChanged 34
		SP:Iteration 26Q (18611.600000 sec): 3 clusters
  Score: Raw -1423142.242608 + Penalty 3087.506645 = -1420054.735962
  nChanged 27
		SP:Iteration 27Q (18611.810000 sec): 3 clusters
  Score: Raw -1423150.086474 + Penalty 3087.506645 = -1420062.579828
  nChanged 24
		SP:Iteration 28Q (18612.040000 sec): 3 clusters
  Score: Raw -1423156.398486 + Penalty 3087.506645 = -1420068.891841
  nChanged 19
		SP:Iteration 29Q (18612.260000 sec): 3 clusters
  Score: Raw -1423160.924025 + Penalty 3087.506645 = -1420073.417380
  nChanged 14
		SP:Iteration 30Q (18612.450000 sec): 3 clusters
  Score: Raw -1423163.652974 + Penalty 3087.506645 = -1420076.146328
  nChanged 15
		SP:Iteration 31Q (18612.640000 sec): 3 clusters
  Score: Raw -1423166.267772 + Penalty 3087.506645 = -1420078.761127
  nChanged 7
		SP:Iteration 32Q (18612.850000 sec): 3 clusters
  Score: Raw -1423167.239668 + Penalty 3087.506645 = -1420079.733023
  nChanged 7
		SP:Iteration 33Q (18613.080000 sec): 3 clusters
  Score: Raw -1423168.500627 + Penalty 3087.506645 = -1420080.993981
  nChanged 5
		SP:Iteration 34Q (18613.310000 sec): 3 clusters
  Score: Raw -1423169.356497 + Penalty 3087.506645 = -1420081.849852
  nChanged 1
		SP:Iteration 35Q (18613.600000 sec): 3 clusters
  Score: Raw -1423169.825181 + Penalty 3087.506645 = -1420082.318536
  nChanged 2
		SP:Iteration 36Q (18613.820000 sec): 3 clusters
  Score: Raw -1423170.507993 + Penalty 3087.506645 = -1420083.001348
  nChanged 5
		SP:Iteration 37Q (18614.030000 sec): 3 clusters
  Score: Raw -1423171.943465 + Penalty 3087.506645 = -1420084.436820
  nChanged 7
		SP:Iteration 38Q (18614.260000 sec): 3 clusters
  Score: Raw -1423172.987833 + Penalty 3087.506645 = -1420085.481188
  nChanged 3
		SP:Iteration 39Q (18614.540000 sec): 3 clusters
  Score: Raw -1423173.256665 + Penalty 3087.506645 = -1420085.750019
  nChanged 2
		SP:Iteration 40F (18614.780000 sec): 3 clusters
  Score: Raw -1423173.359198 + Penalty 3087.506645 = -1420085.852553
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 39 (5173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18614.900000 sec): 2 clusters
  Score: Raw -499698.412123 + Penalty 1389.571311 = -498308.840812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18615.110000 sec): 3 clusters
  Score: Raw -497012.523447 + Penalty 2779.142623 = -494233.380824
  nChanged 2128
		SP:Iteration 1F (18615.320000 sec): 3 clusters
  Score: Raw -498346.633116 + Penalty 2779.142623 = -495567.490493
  nChanged 459
		SP:Iteration 2F (18615.500000 sec): 3 clusters
  Score: Raw -498667.643237 + Penalty 2779.142623 = -495888.500614
  nChanged 354
		SP:Iteration 3F (18615.720000 sec): 3 clusters
  Score: Raw -498924.151739 + Penalty 2779.142623 = -496145.009117
  nChanged 290
		SP:Iteration 4F (18615.900000 sec): 3 clusters
  Score: Raw -499121.665424 + Penalty 2779.142623 = -496342.522802
  nChanged 236
		SP:Iteration 5Q (18616.130000 sec): 3 clusters
  Score: Raw -499266.919082 + Penalty 2779.142623 = -496487.776460
  nChanged 180
		SP:Iteration 6Q (18616.350000 sec): 3 clusters
  Score: Raw -499368.006724 + Penalty 2779.142623 = -496588.864102
  nChanged 161
		SP:Iteration 7Q (18616.570000 sec): 3 clusters
  Score: Raw -499437.725659 + Penalty 2779.142623 = -496658.583037
  nChanged 129
		SP:Iteration 8Q (18616.780000 sec): 3 clusters
  Score: Raw -499490.427839 + Penalty 2779.142623 = -496711.285216
  nChanged 111
		SP:Iteration 9Q (18616.960000 sec): 3 clusters
  Score: Raw -499532.584309 + Penalty 2779.142623 = -496753.441687
  nChanged 101
		SP:Iteration 10Q (18617.180000 sec): 3 clusters
  Score: Raw -499566.697905 + Penalty 2779.142623 = -496787.555283
  nChanged 81
		SP:Iteration 11Q (18617.360000 sec): 3 clusters
  Score: Raw -499598.342329 + Penalty 2779.142623 = -496819.199706
  nChanged 79
		SP:Iteration 12Q (18617.570000 sec): 3 clusters
  Score: Raw -499626.544269 + Penalty 2779.142623 = -496847.401646
  nChanged 58
		SP:Iteration 13Q (18617.780000 sec): 3 clusters
  Score: Raw -499647.551826 + Penalty 2779.142623 = -496868.409203
  nChanged 59
		SP:Iteration 14Q (18618.000000 sec): 3 clusters
  Score: Raw -499667.091087 + Penalty 2779.142623 = -496887.948464
  nChanged 60
		SP:Iteration 15Q (18618.200000 sec): 3 clusters
  Score: Raw -499684.320935 + Penalty 2779.142623 = -496905.178312
  nChanged 51
		SP:Iteration 16Q (18618.370000 sec): 3 clusters
  Score: Raw -499702.165240 + Penalty 2779.142623 = -496923.022617
  nChanged 46
		SP:Iteration 17Q (18618.570000 sec): 3 clusters
  Score: Raw -499718.199161 + Penalty 2779.142623 = -496939.056538
  nChanged 50
		SP:Iteration 18Q (18618.730000 sec): 3 clusters
  Score: Raw -499736.152910 + Penalty 2779.142623 = -496957.010288
  nChanged 53
		SP:Iteration 19Q (18618.940000 sec): 3 clusters
  Score: Raw -499750.809863 + Penalty 2779.142623 = -496971.667240
  nChanged 44
		SP:Iteration 20F (18619.120000 sec): 3 clusters
  Score: Raw -499765.126912 + Penalty 2779.142623 = -496985.984289
  nChanged 49
		SP:Iteration 21Q (18619.350000 sec): 3 clusters
  Score: Raw -499778.849599 + Penalty 2779.142623 = -496999.706976
  nChanged 43
		SP:Iteration 22Q (18619.530000 sec): 3 clusters
  Score: Raw -499792.704582 + Penalty 2779.142623 = -497013.561959
  nChanged 40
		SP:Iteration 23Q (18619.750000 sec): 3 clusters
  Score: Raw -499805.446608 + Penalty 2779.142623 = -497026.303985
  nChanged 38
		SP:Iteration 24Q (18619.960000 sec): 3 clusters
  Score: Raw -499820.990199 + Penalty 2779.142623 = -497041.847576
  nChanged 35
		SP:Iteration 25Q (18620.130000 sec): 3 clusters
  Score: Raw -499832.503097 + Penalty 2779.142623 = -497053.360474
  nChanged 35
		SP:Iteration 26Q (18620.380000 sec): 3 clusters
  Score: Raw -499847.924358 + Penalty 2779.142623 = -497068.781735
  nChanged 35
		SP:Iteration 27Q (18620.570000 sec): 3 clusters
  Score: Raw -499863.969327 + Penalty 2779.142623 = -497084.826705
  nChanged 34
		SP:Iteration 28Q (18620.800000 sec): 3 clusters
  Score: Raw -499877.739251 + Penalty 2779.142623 = -497098.596628
  nChanged 45
		SP:Iteration 29Q (18621.010000 sec): 3 clusters
  Score: Raw -499899.965986 + Penalty 2779.142623 = -497120.823363
  nChanged 52
		SP:Iteration 30Q (18621.200000 sec): 3 clusters
  Score: Raw -499922.937585 + Penalty 2779.142623 = -497143.794962
  nChanged 52
		SP:Iteration 31Q (18621.400000 sec): 3 clusters
  Score: Raw -499946.803568 + Penalty 2779.142623 = -497167.660945
  nChanged 60
		SP:Iteration 32Q (18621.620000 sec): 3 clusters
  Score: Raw -499975.873660 + Penalty 2779.142623 = -497196.731037
  nChanged 62
		SP:Iteration 33Q (18621.810000 sec): 3 clusters
  Score: Raw -500005.514443 + Penalty 2779.142623 = -497226.371820
  nChanged 44
		SP:Iteration 34Q (18622.020000 sec): 3 clusters
  Score: Raw -500028.025703 + Penalty 2779.142623 = -497248.883080
  nChanged 53
		SP:Iteration 35Q (18622.220000 sec): 3 clusters
  Score: Raw -500053.628834 + Penalty 2779.142623 = -497274.486211
  nChanged 49
		SP:Iteration 36Q (18622.460000 sec): 3 clusters
  Score: Raw -500074.170154 + Penalty 2779.142623 = -497295.027531
  nChanged 44
		SP:Iteration 37Q (18622.630000 sec): 3 clusters
  Score: Raw -500094.073450 + Penalty 2779.142623 = -497314.930827
  nChanged 47
		SP:Iteration 38Q (18622.810000 sec): 3 clusters
  Score: Raw -500117.465639 + Penalty 2779.142623 = -497338.323016
  nChanged 49
		SP:Iteration 39Q (18623.020000 sec): 3 clusters
  Score: Raw -500139.726894 + Penalty 2779.142623 = -497360.584271
  nChanged 45
		SP:Iteration 40F (18623.220000 sec): 3 clusters
  Score: Raw -500161.052785 + Penalty 2779.142623 = -497381.910162
  nChanged 51
		SP:Iteration 41Q (18623.450000 sec): 3 clusters
  Score: Raw -500180.483355 + Penalty 2779.142623 = -497401.340732
  nChanged 36
		SP:Iteration 42Q (18623.660000 sec): 3 clusters
  Score: Raw -500191.975949 + Penalty 2779.142623 = -497412.833326
  nChanged 23
		SP:Iteration 43Q (18623.830000 sec): 3 clusters
  Score: Raw -500197.871837 + Penalty 2779.142623 = -497418.729214
  nChanged 18
		SP:Iteration 44Q (18623.990000 sec): 3 clusters
  Score: Raw -500202.007904 + Penalty 2779.142623 = -497422.865281
  nChanged 6
		SP:Iteration 45Q (18624.260000 sec): 3 clusters
  Score: Raw -500203.758312 + Penalty 2779.142623 = -497424.615689
  nChanged 7
		SP:Iteration 46Q (18624.440000 sec): 3 clusters
  Score: Raw -500205.228123 + Penalty 2779.142623 = -497426.085500
  nChanged 4
		SP:Iteration 47Q (18624.690000 sec): 3 clusters
  Score: Raw -500206.320588 + Penalty 2779.142623 = -497427.177966
  nChanged 3
		SP:Iteration 48Q (18624.880000 sec): 3 clusters
  Score: Raw -500207.194908 + Penalty 2779.142623 = -497428.052285
  nChanged 1
		SP:Iteration 49Q (18625.100000 sec): 3 clusters
  Score: Raw -500207.478940 + Penalty 2779.142623 = -497428.336318
  nChanged 1
		SP:Iteration 50Q (18625.270000 sec): 3 clusters
  Score: Raw -500207.616345 + Penalty 2779.142623 = -497428.473722
  nChanged 2
		SP:Iteration 51Q (18625.470000 sec): 3 clusters
  Score: Raw -500207.928870 + Penalty 2779.142623 = -497428.786248
  nChanged 1
		SP:Iteration 52Q (18625.690000 sec): 3 clusters
  Score: Raw -500208.163962 + Penalty 2779.142623 = -497429.021339
  nChanged 1
		SP:Iteration 53Q (18625.870000 sec): 3 clusters
  Score: Raw -500208.490695 + Penalty 2779.142623 = -497429.348073
  nChanged 2
		SP:Iteration 54Q (18626.080000 sec): 3 clusters
  Score: Raw -500208.856091 + Penalty 2779.142623 = -497429.713468
  nChanged 0
		SP:Iteration 55F (18626.300000 sec): 3 clusters
  Score: Raw -500208.856091 + Penalty 2779.142623 = -497429.713468
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 40 (3187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18626.370000 sec): 2 clusters
  Score: Raw -301789.889338 + Penalty 1310.860739 = -300479.028599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18626.560000 sec): 3 clusters
  Score: Raw -300245.878761 + Penalty 2621.721477 = -297624.157284
  nChanged 1206
		SP:Iteration 1F (18626.790000 sec): 3 clusters
  Score: Raw -300955.393010 + Penalty 2621.721477 = -298333.671533
  nChanged 232
		SP:Iteration 2F (18627.020000 sec): 3 clusters
  Score: Raw -301116.097254 + Penalty 2621.721477 = -298494.375777
  nChanged 189
		SP:Iteration 3F (18627.280000 sec): 3 clusters
  Score: Raw -301247.000463 + Penalty 2621.721477 = -298625.278985
  nChanged 162
		SP:Iteration 4F (18627.570000 sec): 3 clusters
  Score: Raw -301367.594046 + Penalty 2621.721477 = -298745.872569
  nChanged 154
		SP:Iteration 5Q (18627.740000 sec): 3 clusters
  Score: Raw -301473.279213 + Penalty 2621.721477 = -298851.557736
  nChanged 134
		SP:Iteration 6Q (18627.940000 sec): 3 clusters
  Score: Raw -301558.082530 + Penalty 2621.721477 = -298936.361053
  nChanged 110
		SP:Iteration 7Q (18628.140000 sec): 3 clusters
  Score: Raw -301630.358308 + Penalty 2621.721477 = -299008.636831
  nChanged 78
		SP:Iteration 8Q (18628.340000 sec): 3 clusters
  Score: Raw -301671.634727 + Penalty 2621.721477 = -299049.913250
  nChanged 62
		SP:Iteration 9Q (18628.550000 sec): 3 clusters
  Score: Raw -301707.602990 + Penalty 2621.721477 = -299085.881513
  nChanged 62
		SP:Iteration 10Q (18628.730000 sec): 3 clusters
  Score: Raw -301740.382076 + Penalty 2621.721477 = -299118.660599
  nChanged 48
		SP:Iteration 11Q (18628.910000 sec): 3 clusters
  Score: Raw -301769.657280 + Penalty 2621.721477 = -299147.935803
  nChanged 54
		SP:Iteration 12Q (18629.090000 sec): 3 clusters
  Score: Raw -301797.086061 + Penalty 2621.721477 = -299175.364584
  nChanged 45
		SP:Iteration 13Q (18629.250000 sec): 3 clusters
  Score: Raw -301818.593001 + Penalty 2621.721477 = -299196.871524
  nChanged 37
		SP:Iteration 14Q (18629.470000 sec): 3 clusters
  Score: Raw -301836.505235 + Penalty 2621.721477 = -299214.783758
  nChanged 36
		SP:Iteration 15Q (18629.670000 sec): 3 clusters
  Score: Raw -301850.594359 + Penalty 2621.721477 = -299228.872882
  nChanged 19
		SP:Iteration 16Q (18629.850000 sec): 3 clusters
  Score: Raw -301856.761761 + Penalty 2621.721477 = -299235.040284
  nChanged 17
		SP:Iteration 17Q (18630.020000 sec): 3 clusters
  Score: Raw -301865.695273 + Penalty 2621.721477 = -299243.973796
  nChanged 19
		SP:Iteration 18Q (18630.230000 sec): 3 clusters
  Score: Raw -301875.744707 + Penalty 2621.721477 = -299254.023230
  nChanged 23
		SP:Iteration 19Q (18630.520000 sec): 3 clusters
  Score: Raw -301886.679629 + Penalty 2621.721477 = -299264.958152
  nChanged 19
		SP:Iteration 20F (18630.740000 sec): 3 clusters
  Score: Raw -301895.641675 + Penalty 2621.721477 = -299273.920198
  nChanged 13
		SP:Iteration 21Q (18630.930000 sec): 3 clusters
  Score: Raw -301903.357919 + Penalty 2621.721477 = -299281.636441
  nChanged 16
		SP:Iteration 22Q (18631.080000 sec): 3 clusters
  Score: Raw -301913.002678 + Penalty 2621.721477 = -299291.281201
  nChanged 15
		SP:Iteration 23Q (18631.330000 sec): 3 clusters
  Score: Raw -301920.735410 + Penalty 2621.721477 = -299299.013933
  nChanged 12
		SP:Iteration 24Q (18631.490000 sec): 3 clusters
  Score: Raw -301925.699384 + Penalty 2621.721477 = -299303.977906
  nChanged 9
		SP:Iteration 25Q (18631.670000 sec): 3 clusters
  Score: Raw -301930.159251 + Penalty 2621.721477 = -299308.437774
  nChanged 13
		SP:Iteration 26Q (18631.890000 sec): 3 clusters
  Score: Raw -301934.852804 + Penalty 2621.721477 = -299313.131327
  nChanged 7
		SP:Iteration 27Q (18632.140000 sec): 3 clusters
  Score: Raw -301936.905809 + Penalty 2621.721477 = -299315.184332
  nChanged 5
		SP:Iteration 28Q (18632.330000 sec): 3 clusters
  Score: Raw -301938.983766 + Penalty 2621.721477 = -299317.262289
  nChanged 6
		SP:Iteration 29Q (18632.500000 sec): 3 clusters
  Score: Raw -301941.404130 + Penalty 2621.721477 = -299319.682653
  nChanged 4
		SP:Iteration 30Q (18632.730000 sec): 3 clusters
  Score: Raw -301942.609072 + Penalty 2621.721477 = -299320.887595
  nChanged 1
		SP:Iteration 31Q (18632.900000 sec): 3 clusters
  Score: Raw -301942.942432 + Penalty 2621.721477 = -299321.220955
  nChanged 0
		SP:Iteration 32F (18633.090000 sec): 3 clusters
  Score: Raw -301942.942432 + Penalty 2621.721477 = -299321.220955
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 41 (7561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18633.190000 sec): 2 clusters
  Score: Raw -747917.733687 + Penalty 1451.248295 = -746466.485393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18633.370000 sec): 3 clusters
  Score: Raw -743720.465364 + Penalty 2902.496589 = -740817.968775
  nChanged 3221
		SP:Iteration 1F (18633.580000 sec): 3 clusters
  Score: Raw -745510.684588 + Penalty 2902.496589 = -742608.187999
  nChanged 507
		SP:Iteration 2F (18633.810000 sec): 3 clusters
  Score: Raw -745750.250318 + Penalty 2902.496589 = -742847.753729
  nChanged 393
		SP:Iteration 3F (18634.050000 sec): 3 clusters
  Score: Raw -745918.039827 + Penalty 2902.496589 = -743015.543238
  nChanged 308
		SP:Iteration 4Q (18634.260000 sec): 3 clusters
  Score: Raw -746047.251937 + Penalty 2902.496589 = -743144.755348
  nChanged 266
		SP:Iteration 5Q (18634.460000 sec): 3 clusters
  Score: Raw -746167.979662 + Penalty 2902.496589 = -743265.483073
  nChanged 277
		SP:Iteration 6Q (18634.690000 sec): 3 clusters
  Score: Raw -746312.370667 + Penalty 2902.496589 = -743409.874078
  nChanged 311
		SP:Iteration 7Q (18634.910000 sec): 3 clusters
  Score: Raw -746521.875155 + Penalty 2902.496589 = -743619.378566
  nChanged 347
		SP:Iteration 8Q (18635.130000 sec): 3 clusters
  Score: Raw -746765.795764 + Penalty 2902.496589 = -743863.299175
  nChanged 340
		SP:Iteration 9Q (18635.360000 sec): 3 clusters
  Score: Raw -747019.814873 + Penalty 2902.496589 = -744117.318284
  nChanged 323
		SP:Iteration 10Q (18635.530000 sec): 3 clusters
  Score: Raw -747305.001278 + Penalty 2902.496589 = -744402.504689
  nChanged 308
		SP:Iteration 11Q (18635.730000 sec): 3 clusters
  Score: Raw -747581.818697 + Penalty 2902.496589 = -744679.322108
  nChanged 287
		SP:Iteration 12Q (18635.960000 sec): 3 clusters
  Score: Raw -747779.644427 + Penalty 2902.496589 = -744877.147838
  nChanged 215
		SP:Iteration 13Q (18636.170000 sec): 3 clusters
  Score: Raw -747895.036877 + Penalty 2902.496589 = -744992.540288
  nChanged 155
		SP:Iteration 14Q (18636.320000 sec): 3 clusters
  Score: Raw -747962.307834 + Penalty 2902.496589 = -745059.811245
  nChanged 99
		SP:Iteration 15Q (18636.500000 sec): 3 clusters
  Score: Raw -747997.289501 + Penalty 2902.496589 = -745094.792912
  nChanged 81
		SP:Iteration 16Q (18636.720000 sec): 3 clusters
  Score: Raw -748023.692694 + Penalty 2902.496589 = -745121.196105
  nChanged 67
		SP:Iteration 17Q (18636.880000 sec): 3 clusters
  Score: Raw -748043.753858 + Penalty 2902.496589 = -745141.257269
  nChanged 51
		SP:Iteration 18Q (18637.150000 sec): 3 clusters
  Score: Raw -748058.052665 + Penalty 2902.496589 = -745155.556076
  nChanged 43
		SP:Iteration 19Q (18637.340000 sec): 3 clusters
  Score: Raw -748070.110882 + Penalty 2902.496589 = -745167.614293
  nChanged 40
		SP:Iteration 20F (18637.530000 sec): 3 clusters
  Score: Raw -748083.215409 + Penalty 2902.496589 = -745180.718820
  nChanged 45
		SP:Iteration 21Q (18637.720000 sec): 3 clusters
  Score: Raw -748097.356161 + Penalty 2902.496589 = -745194.859572
  nChanged 38
		SP:Iteration 22Q (18637.940000 sec): 3 clusters
  Score: Raw -748110.836979 + Penalty 2902.496589 = -745208.340390
  nChanged 40
		SP:Iteration 23Q (18638.120000 sec): 3 clusters
  Score: Raw -748131.751445 + Penalty 2902.496589 = -745229.254856
  nChanged 45
		SP:Iteration 24Q (18638.320000 sec): 3 clusters
  Score: Raw -748163.131641 + Penalty 2902.496589 = -745260.635052
  nChanged 54
		SP:Iteration 25Q (18638.520000 sec): 3 clusters
  Score: Raw -748205.186482 + Penalty 2902.496589 = -745302.689893
  nChanged 64
		SP:Iteration 26Q (18638.740000 sec): 3 clusters
  Score: Raw -748236.950240 + Penalty 2902.496589 = -745334.453651
  nChanged 51
		SP:Iteration 27Q (18638.940000 sec): 3 clusters
  Score: Raw -748260.877046 + Penalty 2902.496589 = -745358.380457
  nChanged 49
		SP:Iteration 28Q (18639.140000 sec): 3 clusters
  Score: Raw -748284.292100 + Penalty 2902.496589 = -745381.795511
  nChanged 45
		SP:Iteration 29Q (18639.380000 sec): 3 clusters
  Score: Raw -748306.578823 + Penalty 2902.496589 = -745404.082234
  nChanged 47
		SP:Iteration 30Q (18639.600000 sec): 3 clusters
  Score: Raw -748323.984722 + Penalty 2902.496589 = -745421.488133
  nChanged 38
		SP:Iteration 31Q (18639.810000 sec): 3 clusters
  Score: Raw -748337.010099 + Penalty 2902.496589 = -745434.513510
  nChanged 39
		SP:Iteration 32Q (18640.020000 sec): 3 clusters
  Score: Raw -748349.363094 + Penalty 2902.496589 = -745446.866505
  nChanged 24
		SP:Iteration 33Q (18640.170000 sec): 3 clusters
  Score: Raw -748360.611607 + Penalty 2902.496589 = -745458.115018
  nChanged 28
		SP:Iteration 34Q (18640.410000 sec): 3 clusters
  Score: Raw -748372.205379 + Penalty 2902.496589 = -745469.708790
  nChanged 25
		SP:Iteration 35Q (18640.600000 sec): 3 clusters
  Score: Raw -748382.015644 + Penalty 2902.496589 = -745479.519055
  nChanged 17
		SP:Iteration 36Q (18640.810000 sec): 3 clusters
  Score: Raw -748387.886229 + Penalty 2902.496589 = -745485.389640
  nChanged 20
		SP:Iteration 37Q (18641.020000 sec): 3 clusters
  Score: Raw -748393.023913 + Penalty 2902.496589 = -745490.527323
  nChanged 17
		SP:Iteration 38Q (18641.220000 sec): 3 clusters
  Score: Raw -748397.874297 + Penalty 2902.496589 = -745495.377708
  nChanged 10
		SP:Iteration 39Q (18641.410000 sec): 3 clusters
  Score: Raw -748401.424138 + Penalty 2902.496589 = -745498.927549
  nChanged 12
		SP:Iteration 40F (18641.700000 sec): 3 clusters
  Score: Raw -748404.498965 + Penalty 2902.496589 = -745502.002376
  nChanged 8
		SP:Iteration 41Q (18641.900000 sec): 3 clusters
  Score: Raw -748405.744530 + Penalty 2902.496589 = -745503.247941
  nChanged 6
		SP:Iteration 42Q (18642.100000 sec): 3 clusters
  Score: Raw -748406.907524 + Penalty 2902.496589 = -745504.410935
  nChanged 7
		SP:Iteration 43Q (18642.280000 sec): 3 clusters
  Score: Raw -748409.797495 + Penalty 2902.496589 = -745507.300906
  nChanged 6
		SP:Iteration 44Q (18642.480000 sec): 3 clusters
  Score: Raw -748411.501012 + Penalty 2902.496589 = -745509.004423
  nChanged 4
		SP:Iteration 45Q (18642.680000 sec): 3 clusters
  Score: Raw -748412.177627 + Penalty 2902.496589 = -745509.681038
  nChanged 3
		SP:Iteration 46Q (18642.970000 sec): 3 clusters
  Score: Raw -748412.739937 + Penalty 2902.496589 = -745510.243348
  nChanged 1
		SP:Iteration 47Q (18643.200000 sec): 3 clusters
  Score: Raw -748413.019887 + Penalty 2902.496589 = -745510.523297
  nChanged 1
		SP:Iteration 48Q (18643.460000 sec): 3 clusters
  Score: Raw -748413.135161 + Penalty 2902.496589 = -745510.638572
  nChanged 1
		SP:Iteration 49Q (18643.720000 sec): 3 clusters
  Score: Raw -748413.323088 + Penalty 2902.496589 = -745510.826499
  nChanged 3
		SP:Iteration 50Q (18643.900000 sec): 3 clusters
  Score: Raw -748413.871050 + Penalty 2902.496589 = -745511.374461
  nChanged 1
		SP:Iteration 51Q (18644.130000 sec): 3 clusters
  Score: Raw -748413.957716 + Penalty 2902.496589 = -745511.461127
  nChanged 2
		SP:Iteration 52Q (18644.320000 sec): 3 clusters
  Score: Raw -748414.753964 + Penalty 2902.496589 = -745512.257375
  nChanged 1
		SP:Iteration 53Q (18644.510000 sec): 3 clusters
  Score: Raw -748414.861955 + Penalty 2902.496589 = -745512.365366
  nChanged 1
		SP:Iteration 54Q (18644.710000 sec): 3 clusters
  Score: Raw -748415.216919 + Penalty 2902.496589 = -745512.720329
  nChanged 2
		SP:Iteration 55Q (18644.990000 sec): 3 clusters
  Score: Raw -748416.251654 + Penalty 2902.496589 = -745513.755065
  nChanged 3
		SP:Iteration 56Q (18645.210000 sec): 3 clusters
  Score: Raw -748416.801809 + Penalty 2902.496589 = -745514.305220
  nChanged 2
		SP:Iteration 57Q (18645.430000 sec): 3 clusters
  Score: Raw -748417.070159 + Penalty 2902.496589 = -745514.573570
  nChanged 0
		SP:Iteration 58F (18645.600000 sec): 3 clusters
  Score: Raw -748417.070159 + Penalty 2902.496589 = -745514.573570
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 42 (1139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18645.700000 sec): 2 clusters
  Score: Raw -100077.984703 + Penalty 1143.659719 = -98934.324984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18645.930000 sec): 3 clusters
  Score: Raw -99694.339691 + Penalty 2287.319438 = -97407.020253
  nChanged 342
		SP:Iteration 1F (18646.060000 sec): 3 clusters
  Score: Raw -100064.539086 + Penalty 2287.319438 = -97777.219648
  nChanged 126
		SP:Iteration 2F (18646.250000 sec): 3 clusters
  Score: Raw -100236.574440 + Penalty 2287.319438 = -97949.255002
  nChanged 83
		SP:Iteration 3F (18646.490000 sec): 3 clusters
  Score: Raw -100362.648243 + Penalty 2287.319438 = -98075.328805
  nChanged 60
		SP:Iteration 4F (18646.650000 sec): 3 clusters
  Score: Raw -100447.836267 + Penalty 2287.319438 = -98160.516829
  nChanged 39
		SP:Iteration 5Q (18646.860000 sec): 3 clusters
  Score: Raw -100499.457455 + Penalty 2287.319438 = -98212.138017
  nChanged 30
		SP:Iteration 6Q (18647.030000 sec): 3 clusters
  Score: Raw -100537.589674 + Penalty 2287.319438 = -98250.270236
  nChanged 19
		SP:Iteration 7Q (18647.210000 sec): 3 clusters
  Score: Raw -100571.343185 + Penalty 2287.319438 = -98284.023747
  nChanged 20
		SP:Iteration 8Q (18647.370000 sec): 3 clusters
  Score: Raw -100595.965210 + Penalty 2287.319438 = -98308.645772
  nChanged 16
		SP:Iteration 9Q (18647.570000 sec): 3 clusters
  Score: Raw -100621.646984 + Penalty 2287.319438 = -98334.327545
  nChanged 23
		SP:Iteration 10Q (18647.810000 sec): 3 clusters
  Score: Raw -100656.517673 + Penalty 2287.319438 = -98369.198235
  nChanged 14
		SP:Iteration 11Q (18648.030000 sec): 3 clusters
  Score: Raw -100682.120088 + Penalty 2287.319438 = -98394.800650
  nChanged 12
		SP:Iteration 12Q (18648.220000 sec): 3 clusters
  Score: Raw -100705.599837 + Penalty 2287.319438 = -98418.280399
  nChanged 8
		SP:Iteration 13Q (18648.450000 sec): 3 clusters
  Score: Raw -100719.967794 + Penalty 2287.319438 = -98432.648355
  nChanged 13
		SP:Iteration 14Q (18648.630000 sec): 3 clusters
  Score: Raw -100736.582651 + Penalty 2287.319438 = -98449.263213
  nChanged 8
		SP:Iteration 15Q (18648.830000 sec): 3 clusters
  Score: Raw -100744.954370 + Penalty 2287.319438 = -98457.634932
  nChanged 6
		SP:Iteration 16Q (18648.990000 sec): 3 clusters
  Score: Raw -100748.758107 + Penalty 2287.319438 = -98461.438669
  nChanged 2
		SP:Iteration 17Q (18649.210000 sec): 3 clusters
  Score: Raw -100750.947519 + Penalty 2287.319438 = -98463.628081
  nChanged 4
		SP:Iteration 18Q (18649.440000 sec): 3 clusters
  Score: Raw -100755.211774 + Penalty 2287.319438 = -98467.892336
  nChanged 5
		SP:Iteration 19Q (18649.670000 sec): 3 clusters
  Score: Raw -100759.439862 + Penalty 2287.319438 = -98472.120424
  nChanged 0
		SP:Iteration 20F (18649.840000 sec): 3 clusters
  Score: Raw -100759.439862 + Penalty 2287.319438 = -98472.120424
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 43 (4905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18649.980000 sec): 2 clusters
  Score: Raw -465681.415731 + Penalty 1380.926685 = -464300.489046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18650.210000 sec): 3 clusters
  Score: Raw -463184.936094 + Penalty 2761.853371 = -460423.082723
  nChanged 1985
		SP:Iteration 1F (18650.380000 sec): 3 clusters
  Score: Raw -464368.502731 + Penalty 2761.853371 = -461606.649360
  nChanged 429
		SP:Iteration 2F (18650.580000 sec): 3 clusters
  Score: Raw -464722.023318 + Penalty 2761.853371 = -461960.169947
  nChanged 364
		SP:Iteration 3F (18650.790000 sec): 3 clusters
  Score: Raw -465034.445611 + Penalty 2761.853371 = -462272.592240
  nChanged 324
		SP:Iteration 4F (18651.010000 sec): 3 clusters
  Score: Raw -465299.259087 + Penalty 2761.853371 = -462537.405716
  nChanged 266
		SP:Iteration 5F (18651.200000 sec): 3 clusters
  Score: Raw -465474.613130 + Penalty 2761.853371 = -462712.759759
  nChanged 199
		SP:Iteration 6Q (18651.420000 sec): 3 clusters
  Score: Raw -465589.954931 + Penalty 2761.853371 = -462828.101560
  nChanged 152
		SP:Iteration 7Q (18651.580000 sec): 3 clusters
  Score: Raw -465667.896319 + Penalty 2761.853371 = -462906.042948
  nChanged 105
		SP:Iteration 8Q (18651.750000 sec): 3 clusters
  Score: Raw -465716.322336 + Penalty 2761.853371 = -462954.468965
  nChanged 90
		SP:Iteration 9Q (18651.950000 sec): 3 clusters
  Score: Raw -465753.050812 + Penalty 2761.853371 = -462991.197441
  nChanged 60
		SP:Iteration 10Q (18652.160000 sec): 3 clusters
  Score: Raw -465779.953594 + Penalty 2761.853371 = -463018.100223
  nChanged 64
		SP:Iteration 11Q (18652.370000 sec): 3 clusters
  Score: Raw -465808.057565 + Penalty 2761.853371 = -463046.204195
  nChanged 62
		SP:Iteration 12Q (18652.520000 sec): 3 clusters
  Score: Raw -465830.967753 + Penalty 2761.853371 = -463069.114382
  nChanged 41
		SP:Iteration 13Q (18652.710000 sec): 3 clusters
  Score: Raw -465847.629271 + Penalty 2761.853371 = -463085.775900
  nChanged 36
		SP:Iteration 14Q (18652.960000 sec): 3 clusters
  Score: Raw -465860.743252 + Penalty 2761.853371 = -463098.889881
  nChanged 28
		SP:Iteration 15Q (18653.190000 sec): 3 clusters
  Score: Raw -465870.581108 + Penalty 2761.853371 = -463108.727737
  nChanged 30
		SP:Iteration 16Q (18653.380000 sec): 3 clusters
  Score: Raw -465883.692154 + Penalty 2761.853371 = -463121.838783
  nChanged 24
		SP:Iteration 17Q (18653.570000 sec): 3 clusters
  Score: Raw -465892.841454 + Penalty 2761.853371 = -463130.988083
  nChanged 19
		SP:Iteration 18Q (18653.820000 sec): 3 clusters
  Score: Raw -465899.262690 + Penalty 2761.853371 = -463137.409320
  nChanged 23
		SP:Iteration 19Q (18654.010000 sec): 3 clusters
  Score: Raw -465907.142664 + Penalty 2761.853371 = -463145.289294
  nChanged 13
		SP:Iteration 20F (18654.230000 sec): 3 clusters
  Score: Raw -465912.582383 + Penalty 2761.853371 = -463150.729012
  nChanged 11
		SP:Iteration 21Q (18654.430000 sec): 3 clusters
  Score: Raw -465916.277731 + Penalty 2761.853371 = -463154.424360
  nChanged 14
		SP:Iteration 22Q (18654.630000 sec): 3 clusters
  Score: Raw -465920.341343 + Penalty 2761.853371 = -463158.487973
  nChanged 7
		SP:Iteration 23Q (18654.840000 sec): 3 clusters
  Score: Raw -465922.825910 + Penalty 2761.853371 = -463160.972539
  nChanged 9
		SP:Iteration 24Q (18655.010000 sec): 3 clusters
  Score: Raw -465926.859670 + Penalty 2761.853371 = -463165.006299
  nChanged 9
		SP:Iteration 25Q (18655.250000 sec): 3 clusters
  Score: Raw -465930.273297 + Penalty 2761.853371 = -463168.419926
  nChanged 12
		SP:Iteration 26Q (18655.450000 sec): 3 clusters
  Score: Raw -465934.453888 + Penalty 2761.853371 = -463172.600517
  nChanged 12
		SP:Iteration 27Q (18655.660000 sec): 3 clusters
  Score: Raw -465938.110904 + Penalty 2761.853371 = -463176.257533
  nChanged 8
		SP:Iteration 28Q (18655.890000 sec): 3 clusters
  Score: Raw -465941.191872 + Penalty 2761.853371 = -463179.338501
  nChanged 9
		SP:Iteration 29Q (18656.150000 sec): 3 clusters
  Score: Raw -465943.371430 + Penalty 2761.853371 = -463181.518059
  nChanged 3
		SP:Iteration 30Q (18656.340000 sec): 3 clusters
  Score: Raw -465944.291422 + Penalty 2761.853371 = -463182.438051
  nChanged 3
		SP:Iteration 31Q (18656.560000 sec): 3 clusters
  Score: Raw -465944.849232 + Penalty 2761.853371 = -463182.995861
  nChanged 4
		SP:Iteration 32Q (18656.750000 sec): 3 clusters
  Score: Raw -465945.421113 + Penalty 2761.853371 = -463183.567742
  nChanged 2
		SP:Iteration 33Q (18656.970000 sec): 3 clusters
  Score: Raw -465945.690256 + Penalty 2761.853371 = -463183.836885
  nChanged 2
		SP:Iteration 34Q (18657.130000 sec): 3 clusters
  Score: Raw -465945.958953 + Penalty 2761.853371 = -463184.105582
  nChanged 1
		SP:Iteration 35Q (18657.310000 sec): 3 clusters
  Score: Raw -465946.037668 + Penalty 2761.853371 = -463184.184297
  nChanged 0
		SP:Iteration 36F (18657.480000 sec): 3 clusters
  Score: Raw -465946.037668 + Penalty 2761.853371 = -463184.184297
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 44 (10501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18657.650000 sec): 2 clusters
  Score: Raw -1019200.521433 + Penalty 1504.624188 = -1017695.897246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18657.900000 sec): 3 clusters
  Score: Raw -1013334.858431 + Penalty 3009.248375 = -1010325.610056
  nChanged 4531
		SP:Iteration 1F (18658.130000 sec): 3 clusters
  Score: Raw -1016064.887617 + Penalty 3009.248375 = -1013055.639241
  nChanged 773
		SP:Iteration 2F (18658.360000 sec): 3 clusters
  Score: Raw -1016611.046743 + Penalty 3009.248375 = -1013601.798367
  nChanged 681
		SP:Iteration 3F (18658.580000 sec): 3 clusters
  Score: Raw -1017027.667226 + Penalty 3009.248375 = -1014018.418851
  nChanged 580
		SP:Iteration 4F (18658.790000 sec): 3 clusters
  Score: Raw -1017359.883989 + Penalty 3009.248375 = -1014350.635613
  nChanged 495
		SP:Iteration 5Q (18659.080000 sec): 3 clusters
  Score: Raw -1017627.157015 + Penalty 3009.248375 = -1014617.908640
  nChanged 459
		SP:Iteration 6Q (18659.380000 sec): 3 clusters
  Score: Raw -1017860.699464 + Penalty 3009.248375 = -1014851.451089
  nChanged 403
		SP:Iteration 7Q (18659.570000 sec): 3 clusters
  Score: Raw -1018054.803887 + Penalty 3009.248375 = -1015045.555512
  nChanged 358
		SP:Iteration 8Q (18659.830000 sec): 3 clusters
  Score: Raw -1018220.825620 + Penalty 3009.248375 = -1015211.577244
  nChanged 291
		SP:Iteration 9Q (18660.090000 sec): 3 clusters
  Score: Raw -1018338.733302 + Penalty 3009.248375 = -1015329.484926
  nChanged 258
		SP:Iteration 10Q (18660.410000 sec): 3 clusters
  Score: Raw -1018428.089344 + Penalty 3009.248375 = -1015418.840969
  nChanged 219
		SP:Iteration 11Q (18660.590000 sec): 3 clusters
  Score: Raw -1018493.155752 + Penalty 3009.248375 = -1015483.907376
  nChanged 183
		SP:Iteration 12Q (18660.780000 sec): 3 clusters
  Score: Raw -1018549.813341 + Penalty 3009.248375 = -1015540.564965
  nChanged 144
		SP:Iteration 13Q (18661.020000 sec): 3 clusters
  Score: Raw -1018590.859442 + Penalty 3009.248375 = -1015581.611067
  nChanged 134
		SP:Iteration 14Q (18661.300000 sec): 3 clusters
  Score: Raw -1018626.471860 + Penalty 3009.248375 = -1015617.223485
  nChanged 118
		SP:Iteration 15Q (18661.530000 sec): 3 clusters
  Score: Raw -1018655.142718 + Penalty 3009.248375 = -1015645.894342
  nChanged 111
		SP:Iteration 16Q (18661.790000 sec): 3 clusters
  Score: Raw -1018683.710643 + Penalty 3009.248375 = -1015674.462268
  nChanged 88
		SP:Iteration 17Q (18662.010000 sec): 3 clusters
  Score: Raw -1018700.926548 + Penalty 3009.248375 = -1015691.678173
  nChanged 69
		SP:Iteration 18Q (18662.230000 sec): 3 clusters
  Score: Raw -1018711.209090 + Penalty 3009.248375 = -1015701.960715
  nChanged 47
		SP:Iteration 19Q (18662.490000 sec): 3 clusters
  Score: Raw -1018716.657379 + Penalty 3009.248375 = -1015707.409004
  nChanged 29
		SP:Iteration 20F (18662.690000 sec): 3 clusters
  Score: Raw -1018720.639060 + Penalty 3009.248375 = -1015711.390684
  nChanged 27
		SP:Iteration 21Q (18662.920000 sec): 3 clusters
  Score: Raw -1018724.456999 + Penalty 3009.248375 = -1015715.208624
  nChanged 29
		SP:Iteration 22Q (18663.130000 sec): 3 clusters
  Score: Raw -1018728.439987 + Penalty 3009.248375 = -1015719.191612
  nChanged 32
		SP:Iteration 23Q (18663.370000 sec): 3 clusters
  Score: Raw -1018732.701250 + Penalty 3009.248375 = -1015723.452875
  nChanged 24
		SP:Iteration 24Q (18663.590000 sec): 3 clusters
  Score: Raw -1018736.394998 + Penalty 3009.248375 = -1015727.146623
  nChanged 32
		SP:Iteration 25Q (18663.800000 sec): 3 clusters
  Score: Raw -1018741.510448 + Penalty 3009.248375 = -1015732.262073
  nChanged 35
		SP:Iteration 26Q (18664.030000 sec): 3 clusters
  Score: Raw -1018745.471027 + Penalty 3009.248375 = -1015736.222652
  nChanged 27
		SP:Iteration 27Q (18664.250000 sec): 3 clusters
  Score: Raw -1018749.890117 + Penalty 3009.248375 = -1015740.641742
  nChanged 25
		SP:Iteration 28Q (18664.500000 sec): 3 clusters
  Score: Raw -1018753.019517 + Penalty 3009.248375 = -1015743.771142
  nChanged 22
		SP:Iteration 29Q (18664.720000 sec): 3 clusters
  Score: Raw -1018755.840777 + Penalty 3009.248375 = -1015746.592402
  nChanged 25
		SP:Iteration 30Q (18664.930000 sec): 3 clusters
  Score: Raw -1018759.938199 + Penalty 3009.248375 = -1015750.689824
  nChanged 21
		SP:Iteration 31Q (18665.140000 sec): 3 clusters
  Score: Raw -1018763.077154 + Penalty 3009.248375 = -1015753.828779
  nChanged 23
		SP:Iteration 32Q (18665.370000 sec): 3 clusters
  Score: Raw -1018765.548344 + Penalty 3009.248375 = -1015756.299969
  nChanged 26
		SP:Iteration 33Q (18665.580000 sec): 3 clusters
  Score: Raw -1018769.434688 + Penalty 3009.248375 = -1015760.186313
  nChanged 29
		SP:Iteration 34Q (18665.790000 sec): 3 clusters
  Score: Raw -1018773.396547 + Penalty 3009.248375 = -1015764.148171
  nChanged 33
		SP:Iteration 35Q (18666.000000 sec): 3 clusters
  Score: Raw -1018778.151992 + Penalty 3009.248375 = -1015768.903617
  nChanged 43
		SP:Iteration 36Q (18666.220000 sec): 3 clusters
  Score: Raw -1018784.827378 + Penalty 3009.248375 = -1015775.579003
  nChanged 46
		SP:Iteration 37Q (18666.510000 sec): 3 clusters
  Score: Raw -1018792.953438 + Penalty 3009.248375 = -1015783.705062
  nChanged 35
		SP:Iteration 38Q (18666.700000 sec): 3 clusters
  Score: Raw -1018798.744354 + Penalty 3009.248375 = -1015789.495979
  nChanged 41
		SP:Iteration 39Q (18666.940000 sec): 3 clusters
  Score: Raw -1018806.106802 + Penalty 3009.248375 = -1015796.858427
  nChanged 49
		SP:Iteration 40F (18667.160000 sec): 3 clusters
  Score: Raw -1018816.542463 + Penalty 3009.248375 = -1015807.294088
  nChanged 53
		SP:Iteration 41Q (18667.420000 sec): 3 clusters
  Score: Raw -1018828.300264 + Penalty 3009.248375 = -1015819.051888
  nChanged 64
		SP:Iteration 42Q (18667.640000 sec): 3 clusters
  Score: Raw -1018845.480241 + Penalty 3009.248375 = -1015836.231866
  nChanged 70
		SP:Iteration 43Q (18667.840000 sec): 3 clusters
  Score: Raw -1018861.861217 + Penalty 3009.248375 = -1015852.612842
  nChanged 62
		SP:Iteration 44Q (18668.040000 sec): 3 clusters
  Score: Raw -1018873.395637 + Penalty 3009.248375 = -1015864.147262
  nChanged 58
		SP:Iteration 45Q (18668.250000 sec): 3 clusters
  Score: Raw -1018884.330376 + Penalty 3009.248375 = -1015875.082001
  nChanged 72
		SP:Iteration 46Q (18668.460000 sec): 3 clusters
  Score: Raw -1018899.788289 + Penalty 3009.248375 = -1015890.539914
  nChanged 73
		SP:Iteration 47Q (18668.670000 sec): 3 clusters
  Score: Raw -1018918.053374 + Penalty 3009.248375 = -1015908.804999
  nChanged 77
		SP:Iteration 48Q (18668.850000 sec): 3 clusters
  Score: Raw -1018938.647670 + Penalty 3009.248375 = -1015929.399295
  nChanged 94
		SP:Iteration 49Q (18669.070000 sec): 3 clusters
  Score: Raw -1018960.804083 + Penalty 3009.248375 = -1015951.555708
  nChanged 86
		SP:Iteration 50Q (18669.310000 sec): 3 clusters
  Score: Raw -1018986.498204 + Penalty 3009.248375 = -1015977.249829
  nChanged 92
		SP:Iteration 51Q (18669.500000 sec): 3 clusters
  Score: Raw -1019017.481340 + Penalty 3009.248375 = -1016008.232965
  nChanged 110
		SP:Iteration 52Q (18669.690000 sec): 3 clusters
  Score: Raw -1019054.502803 + Penalty 3009.248375 = -1016045.254428
  nChanged 113
		SP:Iteration 53Q (18669.950000 sec): 3 clusters
  Score: Raw -1019090.133726 + Penalty 3009.248375 = -1016080.885351
  nChanged 118
		SP:Iteration 54Q (18670.170000 sec): 3 clusters
  Score: Raw -1019129.220915 + Penalty 3009.248375 = -1016119.972540
  nChanged 127
		SP:Iteration 55Q (18670.370000 sec): 3 clusters
  Score: Raw -1019175.029661 + Penalty 3009.248375 = -1016165.781286
  nChanged 122
		SP:Iteration 56Q (18670.610000 sec): 3 clusters
  Score: Raw -1019220.447575 + Penalty 3009.248375 = -1016211.199200
  nChanged 127
		SP:Iteration 57Q (18670.860000 sec): 3 clusters
  Score: Raw -1019270.483395 + Penalty 3009.248375 = -1016261.235019
  nChanged 135
		SP:Iteration 58Q (18671.040000 sec): 3 clusters
  Score: Raw -1019314.106788 + Penalty 3009.248375 = -1016304.858413
  nChanged 106
		SP:Iteration 59Q (18671.230000 sec): 3 clusters
  Score: Raw -1019348.922084 + Penalty 3009.248375 = -1016339.673708
  nChanged 112
		SP:Iteration 60F (18671.450000 sec): 3 clusters
  Score: Raw -1019385.867283 + Penalty 3009.248375 = -1016376.618908
  nChanged 109
		SP:Iteration 61Q (18671.670000 sec): 3 clusters
  Score: Raw -1019426.484897 + Penalty 3009.248375 = -1016417.236522
  nChanged 99
		SP:Iteration 62Q (18671.900000 sec): 3 clusters
  Score: Raw -1019462.308005 + Penalty 3009.248375 = -1016453.059629
  nChanged 102
		SP:Iteration 63Q (18672.100000 sec): 3 clusters
  Score: Raw -1019501.582384 + Penalty 3009.248375 = -1016492.334009
  nChanged 101
		SP:Iteration 64Q (18672.330000 sec): 3 clusters
  Score: Raw -1019537.104249 + Penalty 3009.248375 = -1016527.855874
  nChanged 86
		SP:Iteration 65Q (18672.540000 sec): 3 clusters
  Score: Raw -1019566.983326 + Penalty 3009.248375 = -1016557.734950
  nChanged 79
		SP:Iteration 66Q (18672.780000 sec): 3 clusters
  Score: Raw -1019594.770731 + Penalty 3009.248375 = -1016585.522356
  nChanged 75
		SP:Iteration 67Q (18672.940000 sec): 3 clusters
  Score: Raw -1019615.353187 + Penalty 3009.248375 = -1016606.104812
  nChanged 70
		SP:Iteration 68Q (18673.190000 sec): 3 clusters
  Score: Raw -1019633.009489 + Penalty 3009.248375 = -1016623.761114
  nChanged 62
		SP:Iteration 69Q (18673.390000 sec): 3 clusters
  Score: Raw -1019647.236552 + Penalty 3009.248375 = -1016637.988177
  nChanged 52
		SP:Iteration 70Q (18673.580000 sec): 3 clusters
  Score: Raw -1019658.659019 + Penalty 3009.248375 = -1016649.410644
  nChanged 45
		SP:Iteration 71Q (18673.800000 sec): 3 clusters
  Score: Raw -1019670.713661 + Penalty 3009.248375 = -1016661.465286
  nChanged 47
		SP:Iteration 72Q (18674.010000 sec): 3 clusters
  Score: Raw -1019684.454613 + Penalty 3009.248375 = -1016675.206238
  nChanged 41
		SP:Iteration 73Q (18674.210000 sec): 3 clusters
  Score: Raw -1019693.956176 + Penalty 3009.248375 = -1016684.707801
  nChanged 43
		SP:Iteration 74Q (18674.400000 sec): 3 clusters
  Score: Raw -1019704.994808 + Penalty 3009.248375 = -1016695.746433
  nChanged 34
		SP:Iteration 75Q (18674.650000 sec): 3 clusters
  Score: Raw -1019714.488992 + Penalty 3009.248375 = -1016705.240617
  nChanged 43
		SP:Iteration 76Q (18674.900000 sec): 3 clusters
  Score: Raw -1019727.400339 + Penalty 3009.248375 = -1016718.151964
  nChanged 38
		SP:Iteration 77Q (18675.120000 sec): 3 clusters
  Score: Raw -1019736.567875 + Penalty 3009.248375 = -1016727.319500
  nChanged 34
		SP:Iteration 78Q (18675.270000 sec): 3 clusters
  Score: Raw -1019747.015069 + Penalty 3009.248375 = -1016737.766694
  nChanged 27
		SP:Iteration 79Q (18675.520000 sec): 3 clusters
  Score: Raw -1019753.281498 + Penalty 3009.248375 = -1016744.033122
  nChanged 25
		SP:Iteration 80F (18675.680000 sec): 3 clusters
  Score: Raw -1019757.952956 + Penalty 3009.248375 = -1016748.704581
  nChanged 17
		SP:Iteration 81Q (18675.870000 sec): 3 clusters
  Score: Raw -1019760.824280 + Penalty 3009.248375 = -1016751.575905
  nChanged 17
		SP:Iteration 82Q (18676.120000 sec): 3 clusters
  Score: Raw -1019763.923277 + Penalty 3009.248375 = -1016754.674902
  nChanged 17
		SP:Iteration 83Q (18676.350000 sec): 3 clusters
  Score: Raw -1019768.297995 + Penalty 3009.248375 = -1016759.049620
  nChanged 19
		SP:Iteration 84Q (18676.540000 sec): 3 clusters
  Score: Raw -1019773.098296 + Penalty 3009.248375 = -1016763.849921
  nChanged 16
		SP:Iteration 85Q (18676.770000 sec): 3 clusters
  Score: Raw -1019777.043892 + Penalty 3009.248375 = -1016767.795517
  nChanged 13
		SP:Iteration 86Q (18676.920000 sec): 3 clusters
  Score: Raw -1019779.619308 + Penalty 3009.248375 = -1016770.370933
  nChanged 10
		SP:Iteration 87Q (18677.170000 sec): 3 clusters
  Score: Raw -1019780.871494 + Penalty 3009.248375 = -1016771.623119
  nChanged 9
		SP:Iteration 88Q (18677.410000 sec): 3 clusters
  Score: Raw -1019781.959265 + Penalty 3009.248375 = -1016772.710890
  nChanged 8
		SP:Iteration 89Q (18677.630000 sec): 3 clusters
  Score: Raw -1019783.367035 + Penalty 3009.248375 = -1016774.118660
  nChanged 10
		SP:Iteration 90Q (18677.910000 sec): 3 clusters
  Score: Raw -1019784.973779 + Penalty 3009.248375 = -1016775.725404
  nChanged 9
		SP:Iteration 91Q (18678.170000 sec): 3 clusters
  Score: Raw -1019786.444073 + Penalty 3009.248375 = -1016777.195698
  nChanged 9
		SP:Iteration 92Q (18678.390000 sec): 3 clusters
  Score: Raw -1019788.451142 + Penalty 3009.248375 = -1016779.202766
  nChanged 8
		SP:Iteration 93Q (18678.590000 sec): 3 clusters
  Score: Raw -1019790.582240 + Penalty 3009.248375 = -1016781.333865
  nChanged 8
		SP:Iteration 94Q (18678.900000 sec): 3 clusters
  Score: Raw -1019791.768166 + Penalty 3009.248375 = -1016782.519791
  nChanged 3
		SP:Iteration 95Q (18679.120000 sec): 3 clusters
  Score: Raw -1019792.293281 + Penalty 3009.248375 = -1016783.044906
  nChanged 2
		SP:Iteration 96Q (18679.350000 sec): 3 clusters
  Score: Raw -1019792.456128 + Penalty 3009.248375 = -1016783.207753
  nChanged 1
		SP:Iteration 97Q (18679.570000 sec): 3 clusters
  Score: Raw -1019792.587098 + Penalty 3009.248375 = -1016783.338723
  nChanged 1
		SP:Iteration 98Q (18679.790000 sec): 3 clusters
  Score: Raw -1019793.143390 + Penalty 3009.248375 = -1016783.895015
  nChanged 4
		SP:Iteration 99Q (18679.980000 sec): 3 clusters
  Score: Raw -1019794.863636 + Penalty 3009.248375 = -1016785.615261
  nChanged 7
		SP:Iteration 100F (18680.180000 sec): 3 clusters
  Score: Raw -1019796.713050 + Penalty 3009.248375 = -1016787.464675
  nChanged 6
		SP:Iteration 101Q (18680.450000 sec): 3 clusters
  Score: Raw -1019798.697049 + Penalty 3009.248375 = -1016789.448674
  nChanged 8
		SP:Iteration 102Q (18680.690000 sec): 3 clusters
  Score: Raw -1019799.903914 + Penalty 3009.248375 = -1016790.655539
  nChanged 6
		SP:Iteration 103Q (18680.890000 sec): 3 clusters
  Score: Raw -1019800.877241 + Penalty 3009.248375 = -1016791.628866
  nChanged 5
		SP:Iteration 104Q (18681.090000 sec): 3 clusters
  Score: Raw -1019801.677539 + Penalty 3009.248375 = -1016792.429164
  nChanged 8
		SP:Iteration 105Q (18681.310000 sec): 3 clusters
  Score: Raw -1019802.721134 + Penalty 3009.248375 = -1016793.472759
  nChanged 7
		SP:Iteration 106Q (18681.490000 sec): 3 clusters
  Score: Raw -1019803.839304 + Penalty 3009.248375 = -1016794.590929
  nChanged 6
		SP:Iteration 107Q (18681.760000 sec): 3 clusters
  Score: Raw -1019804.678964 + Penalty 3009.248375 = -1016795.430589
  nChanged 5
		SP:Iteration 108Q (18681.960000 sec): 3 clusters
  Score: Raw -1019805.553038 + Penalty 3009.248375 = -1016796.304662
  nChanged 2
		SP:Iteration 109Q (18682.180000 sec): 3 clusters
  Score: Raw -1019805.857932 + Penalty 3009.248375 = -1016796.609557
  nChanged 2
		SP:Iteration 110Q (18682.390000 sec): 3 clusters
  Score: Raw -1019806.026251 + Penalty 3009.248375 = -1016796.777876
  nChanged 2
		SP:Iteration 111Q (18682.590000 sec): 3 clusters
  Score: Raw -1019806.174102 + Penalty 3009.248375 = -1016796.925727
  nChanged 2
		SP:Iteration 112Q (18682.800000 sec): 3 clusters
  Score: Raw -1019806.522903 + Penalty 3009.248375 = -1016797.274528
  nChanged 4
		SP:Iteration 113Q (18683.010000 sec): 3 clusters
  Score: Raw -1019807.185510 + Penalty 3009.248375 = -1016797.937135
  nChanged 4
		SP:Iteration 114Q (18683.250000 sec): 3 clusters
  Score: Raw -1019807.713233 + Penalty 3009.248375 = -1016798.464858
  nChanged 4
		SP:Iteration 115Q (18683.470000 sec): 3 clusters
  Score: Raw -1019808.470317 + Penalty 3009.248375 = -1016799.221942
  nChanged 5
		SP:Iteration 116Q (18683.710000 sec): 3 clusters
  Score: Raw -1019809.184087 + Penalty 3009.248375 = -1016799.935711
  nChanged 3
		SP:Iteration 117Q (18683.940000 sec): 3 clusters
  Score: Raw -1019809.745672 + Penalty 3009.248375 = -1016800.497297
  nChanged 2
		SP:Iteration 118Q (18684.200000 sec): 3 clusters
  Score: Raw -1019810.034517 + Penalty 3009.248375 = -1016800.786142
  nChanged 1
		SP:Iteration 119Q (18684.390000 sec): 3 clusters
  Score: Raw -1019810.087269 + Penalty 3009.248375 = -1016800.838894
  nChanged 0
		SP:Iteration 120F (18684.600000 sec): 3 clusters
  Score: Raw -1019810.087269 + Penalty 3009.248375 = -1016800.838894
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 45 (6376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18684.710000 sec): 2 clusters
  Score: Raw -728949.244033 + Penalty 1423.548136 = -727525.695897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18684.930000 sec): 3 clusters
  Score: Raw -725447.184293 + Penalty 2847.096272 = -722600.088021
  nChanged 2595
		SP:Iteration 1F (18685.160000 sec): 3 clusters
  Score: Raw -726855.013358 + Penalty 2847.096272 = -724007.917087
  nChanged 432
		SP:Iteration 2F (18685.390000 sec): 3 clusters
  Score: Raw -727067.326927 + Penalty 2847.096272 = -724220.230655
  nChanged 347
		SP:Iteration 3F (18685.590000 sec): 3 clusters
  Score: Raw -727214.102045 + Penalty 2847.096272 = -724367.005774
  nChanged 240
		SP:Iteration 4Q (18685.800000 sec): 3 clusters
  Score: Raw -727301.265011 + Penalty 2847.096272 = -724454.168739
  nChanged 171
		SP:Iteration 5Q (18686.020000 sec): 3 clusters
  Score: Raw -727370.485606 + Penalty 2847.096272 = -724523.389335
  nChanged 196
		SP:Iteration 6Q (18686.240000 sec): 3 clusters
  Score: Raw -727456.267708 + Penalty 2847.096272 = -724609.171436
  nChanged 170
		SP:Iteration 7Q (18686.490000 sec): 3 clusters
  Score: Raw -727519.567831 + Penalty 2847.096272 = -724672.471560
  nChanged 150
		SP:Iteration 8Q (18686.700000 sec): 3 clusters
  Score: Raw -727570.031722 + Penalty 2847.096272 = -724722.935451
  nChanged 110
		SP:Iteration 9Q (18686.880000 sec): 3 clusters
  Score: Raw -727608.342072 + Penalty 2847.096272 = -724761.245800
  nChanged 121
		SP:Iteration 10Q (18687.110000 sec): 3 clusters
  Score: Raw -727653.672092 + Penalty 2847.096272 = -724806.575821
  nChanged 148
		SP:Iteration 11Q (18687.300000 sec): 3 clusters
  Score: Raw -727718.779192 + Penalty 2847.096272 = -724871.682921
  nChanged 162
		SP:Iteration 12Q (18687.520000 sec): 3 clusters
  Score: Raw -727800.420014 + Penalty 2847.096272 = -724953.323742
  nChanged 184
		SP:Iteration 13Q (18687.750000 sec): 3 clusters
  Score: Raw -727898.721706 + Penalty 2847.096272 = -725051.625434
  nChanged 204
		SP:Iteration 14Q (18687.960000 sec): 3 clusters
  Score: Raw -728025.207159 + Penalty 2847.096272 = -725178.110887
  nChanged 224
		SP:Iteration 15Q (18688.160000 sec): 3 clusters
  Score: Raw -728176.384002 + Penalty 2847.096272 = -725329.287730
  nChanged 223
		SP:Iteration 16Q (18688.370000 sec): 3 clusters
  Score: Raw -728352.277910 + Penalty 2847.096272 = -725505.181639
  nChanged 198
		SP:Iteration 17Q (18688.570000 sec): 3 clusters
  Score: Raw -728509.936769 + Penalty 2847.096272 = -725662.840498
  nChanged 176
		SP:Iteration 18Q (18688.780000 sec): 3 clusters
  Score: Raw -728654.398846 + Penalty 2847.096272 = -725807.302574
  nChanged 147
		SP:Iteration 19Q (18689.010000 sec): 3 clusters
  Score: Raw -728770.059533 + Penalty 2847.096272 = -725922.963261
  nChanged 108
		SP:Iteration 20F (18689.210000 sec): 3 clusters
  Score: Raw -728854.180099 + Penalty 2847.096272 = -726007.083828
  nChanged 84
		SP:Iteration 21Q (18689.440000 sec): 3 clusters
  Score: Raw -728931.242162 + Penalty 2847.096272 = -726084.145891
  nChanged 57
		SP:Iteration 22Q (18689.650000 sec): 3 clusters
  Score: Raw -728990.951591 + Penalty 2847.096272 = -726143.855320
  nChanged 43
		SP:Iteration 23Q (18689.870000 sec): 3 clusters
  Score: Raw -729037.928296 + Penalty 2847.096272 = -726190.832024
  nChanged 22
		SP:Iteration 24Q (18690.080000 sec): 3 clusters
  Score: Raw -729058.611216 + Penalty 2847.096272 = -726211.514945
  nChanged 15
		SP:Iteration 25Q (18690.310000 sec): 3 clusters
  Score: Raw -729074.120338 + Penalty 2847.096272 = -726227.024066
  nChanged 11
		SP:Iteration 26Q (18690.480000 sec): 3 clusters
  Score: Raw -729086.654581 + Penalty 2847.096272 = -726239.558310
  nChanged 12
		SP:Iteration 27Q (18690.690000 sec): 3 clusters
  Score: Raw -729100.322857 + Penalty 2847.096272 = -726253.226585
  nChanged 11
		SP:Iteration 28Q (18690.890000 sec): 3 clusters
  Score: Raw -729112.551646 + Penalty 2847.096272 = -726265.455374
  nChanged 11
		SP:Iteration 29Q (18691.110000 sec): 3 clusters
  Score: Raw -729122.250898 + Penalty 2847.096272 = -726275.154627
  nChanged 6
		SP:Iteration 30Q (18691.270000 sec): 3 clusters
  Score: Raw -729131.606493 + Penalty 2847.096272 = -726284.510221
  nChanged 7
		SP:Iteration 31Q (18691.510000 sec): 3 clusters
  Score: Raw -729140.666803 + Penalty 2847.096272 = -726293.570531
  nChanged 4
		SP:Iteration 32Q (18691.720000 sec): 3 clusters
  Score: Raw -729146.166694 + Penalty 2847.096272 = -726299.070423
  nChanged 6
		SP:Iteration 33Q (18691.920000 sec): 3 clusters
  Score: Raw -729153.879157 + Penalty 2847.096272 = -726306.782885
  nChanged 2
		SP:Iteration 34Q (18692.130000 sec): 3 clusters
  Score: Raw -729156.283615 + Penalty 2847.096272 = -726309.187343
  nChanged 2
		SP:Iteration 35Q (18692.310000 sec): 3 clusters
  Score: Raw -729159.128855 + Penalty 2847.096272 = -726312.032583
  nChanged 3
		SP:Iteration 36Q (18692.540000 sec): 3 clusters
  Score: Raw -729163.522851 + Penalty 2847.096272 = -726316.426579
  nChanged 4
		SP:Iteration 37Q (18692.720000 sec): 3 clusters
  Score: Raw -729167.181766 + Penalty 2847.096272 = -726320.085494
  nChanged 5
		SP:Iteration 38Q (18692.940000 sec): 3 clusters
  Score: Raw -729174.075184 + Penalty 2847.096272 = -726326.978912
  nChanged 2
		SP:Iteration 39Q (18693.140000 sec): 3 clusters
  Score: Raw -729176.894648 + Penalty 2847.096272 = -726329.798377
  nChanged 1
		SP:Iteration 40F (18693.380000 sec): 3 clusters
  Score: Raw -729177.658394 + Penalty 2847.096272 = -726330.562122
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 46 (4682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18693.470000 sec): 2 clusters
  Score: Raw -480676.838474 + Penalty 1373.365605 = -479303.472869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18693.680000 sec): 3 clusters
  Score: Raw -478226.740513 + Penalty 2746.731211 = -475480.009302
  nChanged 1938
		SP:Iteration 1F (18693.870000 sec): 3 clusters
  Score: Raw -479346.736473 + Penalty 2746.731211 = -476600.005262
  nChanged 371
		SP:Iteration 2F (18694.030000 sec): 3 clusters
  Score: Raw -479564.270315 + Penalty 2746.731211 = -476817.539104
  nChanged 298
		SP:Iteration 3F (18694.250000 sec): 3 clusters
  Score: Raw -479753.902421 + Penalty 2746.731211 = -477007.171210
  nChanged 272
		SP:Iteration 4F (18694.450000 sec): 3 clusters
  Score: Raw -479930.163679 + Penalty 2746.731211 = -477183.432468
  nChanged 229
		SP:Iteration 5Q (18694.620000 sec): 3 clusters
  Score: Raw -480059.144836 + Penalty 2746.731211 = -477312.413626
  nChanged 174
		SP:Iteration 6Q (18694.840000 sec): 3 clusters
  Score: Raw -480146.348537 + Penalty 2746.731211 = -477399.617327
  nChanged 138
		SP:Iteration 7Q (18695.040000 sec): 3 clusters
  Score: Raw -480215.054470 + Penalty 2746.731211 = -477468.323260
  nChanged 121
		SP:Iteration 8Q (18695.250000 sec): 3 clusters
  Score: Raw -480275.846298 + Penalty 2746.731211 = -477529.115087
  nChanged 100
		SP:Iteration 9Q (18695.490000 sec): 3 clusters
  Score: Raw -480335.864893 + Penalty 2746.731211 = -477589.133682
  nChanged 93
		SP:Iteration 10Q (18695.670000 sec): 3 clusters
  Score: Raw -480388.871814 + Penalty 2746.731211 = -477642.140604
  nChanged 103
		SP:Iteration 11Q (18695.870000 sec): 3 clusters
  Score: Raw -480443.117378 + Penalty 2746.731211 = -477696.386168
  nChanged 83
		SP:Iteration 12Q (18696.040000 sec): 3 clusters
  Score: Raw -480479.762206 + Penalty 2746.731211 = -477733.030995
  nChanged 73
		SP:Iteration 13Q (18696.240000 sec): 3 clusters
  Score: Raw -480509.425914 + Penalty 2746.731211 = -477762.694703
  nChanged 63
		SP:Iteration 14Q (18696.440000 sec): 3 clusters
  Score: Raw -480534.876906 + Penalty 2746.731211 = -477788.145695
  nChanged 51
		SP:Iteration 15Q (18696.580000 sec): 3 clusters
  Score: Raw -480553.537949 + Penalty 2746.731211 = -477806.806739
  nChanged 46
		SP:Iteration 16Q (18696.760000 sec): 3 clusters
  Score: Raw -480568.617267 + Penalty 2746.731211 = -477821.886056
  nChanged 33
		SP:Iteration 17Q (18696.960000 sec): 3 clusters
  Score: Raw -480576.919732 + Penalty 2746.731211 = -477830.188522
  nChanged 27
		SP:Iteration 18Q (18697.120000 sec): 3 clusters
  Score: Raw -480584.894866 + Penalty 2746.731211 = -477838.163655
  nChanged 30
		SP:Iteration 19Q (18697.320000 sec): 3 clusters
  Score: Raw -480594.573546 + Penalty 2746.731211 = -477847.842336
  nChanged 34
		SP:Iteration 20F (18697.490000 sec): 3 clusters
  Score: Raw -480605.463918 + Penalty 2746.731211 = -477858.732708
  nChanged 28
		SP:Iteration 21Q (18697.680000 sec): 3 clusters
  Score: Raw -480612.707625 + Penalty 2746.731211 = -477865.976415
  nChanged 30
		SP:Iteration 22Q (18697.850000 sec): 3 clusters
  Score: Raw -480621.341303 + Penalty 2746.731211 = -477874.610092
  nChanged 31
		SP:Iteration 23Q (18698.050000 sec): 3 clusters
  Score: Raw -480630.185899 + Penalty 2746.731211 = -477883.454688
  nChanged 28
		SP:Iteration 24Q (18698.210000 sec): 3 clusters
  Score: Raw -480638.079154 + Penalty 2746.731211 = -477891.347944
  nChanged 38
		SP:Iteration 25Q (18698.400000 sec): 3 clusters
  Score: Raw -480652.016175 + Penalty 2746.731211 = -477905.284965
  nChanged 44
		SP:Iteration 26Q (18698.600000 sec): 3 clusters
  Score: Raw -480665.469470 + Penalty 2746.731211 = -477918.738259
  nChanged 32
		SP:Iteration 27Q (18698.800000 sec): 3 clusters
  Score: Raw -480676.945096 + Penalty 2746.731211 = -477930.213886
  nChanged 41
		SP:Iteration 28Q (18698.980000 sec): 3 clusters
  Score: Raw -480695.135280 + Penalty 2746.731211 = -477948.404069
  nChanged 55
		SP:Iteration 29Q (18699.160000 sec): 3 clusters
  Score: Raw -480718.484314 + Penalty 2746.731211 = -477971.753104
  nChanged 49
		SP:Iteration 30Q (18699.370000 sec): 3 clusters
  Score: Raw -480742.359058 + Penalty 2746.731211 = -477995.627848
  nChanged 62
		SP:Iteration 31Q (18699.580000 sec): 3 clusters
  Score: Raw -480777.121216 + Penalty 2746.731211 = -478030.390005
  nChanged 69
		SP:Iteration 32Q (18699.780000 sec): 3 clusters
  Score: Raw -480822.930768 + Penalty 2746.731211 = -478076.199558
  nChanged 73
		SP:Iteration 33Q (18699.970000 sec): 3 clusters
  Score: Raw -480867.548766 + Penalty 2746.731211 = -478120.817555
  nChanged 67
		SP:Iteration 34Q (18700.120000 sec): 3 clusters
  Score: Raw -480904.616834 + Penalty 2746.731211 = -478157.885623
  nChanged 71
		SP:Iteration 35Q (18700.280000 sec): 3 clusters
  Score: Raw -480943.326554 + Penalty 2746.731211 = -478196.595343
  nChanged 59
		SP:Iteration 36Q (18700.500000 sec): 3 clusters
  Score: Raw -480978.242377 + Penalty 2746.731211 = -478231.511167
  nChanged 60
		SP:Iteration 37Q (18700.640000 sec): 3 clusters
  Score: Raw -481026.521212 + Penalty 2746.731211 = -478279.790002
  nChanged 66
		SP:Iteration 38Q (18700.840000 sec): 3 clusters
  Score: Raw -481094.501868 + Penalty 2746.731211 = -478347.770657
  nChanged 72
		SP:Iteration 39Q (18701.000000 sec): 3 clusters
  Score: Raw -481159.915827 + Penalty 2746.731211 = -478413.184616
  nChanged 60
		SP:Iteration 40F (18701.240000 sec): 3 clusters
  Score: Raw -481206.563041 + Penalty 2746.731211 = -478459.831831
  nChanged 52
		SP:Iteration 41Q (18701.400000 sec): 3 clusters
  Score: Raw -481237.818108 + Penalty 2746.731211 = -478491.086897
  nChanged 46
		SP:Iteration 42Q (18701.550000 sec): 3 clusters
  Score: Raw -481260.584324 + Penalty 2746.731211 = -478513.853114
  nChanged 37
		SP:Iteration 43Q (18701.750000 sec): 3 clusters
  Score: Raw -481275.482644 + Penalty 2746.731211 = -478528.751434
  nChanged 25
		SP:Iteration 44Q (18701.960000 sec): 3 clusters
  Score: Raw -481283.511908 + Penalty 2746.731211 = -478536.780698
  nChanged 10
		SP:Iteration 45Q (18702.150000 sec): 3 clusters
  Score: Raw -481286.546891 + Penalty 2746.731211 = -478539.815681
  nChanged 6
		SP:Iteration 46Q (18702.360000 sec): 3 clusters
  Score: Raw -481288.828664 + Penalty 2746.731211 = -478542.097453
  nChanged 8
		SP:Iteration 47Q (18702.560000 sec): 3 clusters
  Score: Raw -481290.784511 + Penalty 2746.731211 = -478544.053300
  nChanged 3
		SP:Iteration 48Q (18702.790000 sec): 3 clusters
  Score: Raw -481291.352147 + Penalty 2746.731211 = -478544.620937
  nChanged 4
		SP:Iteration 49Q (18703.010000 sec): 3 clusters
  Score: Raw -481292.502905 + Penalty 2746.731211 = -478545.771695
  nChanged 3
		SP:Iteration 50Q (18703.200000 sec): 3 clusters
  Score: Raw -481293.222386 + Penalty 2746.731211 = -478546.491176
  nChanged 3
		SP:Iteration 51Q (18703.410000 sec): 3 clusters
  Score: Raw -481294.108051 + Penalty 2746.731211 = -478547.376840
  nChanged 3
		SP:Iteration 52Q (18703.600000 sec): 3 clusters
  Score: Raw -481295.801933 + Penalty 2746.731211 = -478549.070722
  nChanged 6
		SP:Iteration 53Q (18703.870000 sec): 3 clusters
  Score: Raw -481297.661581 + Penalty 2746.731211 = -478550.930371
  nChanged 6
		SP:Iteration 54Q (18704.060000 sec): 3 clusters
  Score: Raw -481300.200304 + Penalty 2746.731211 = -478553.469094
  nChanged 7
		SP:Iteration 55Q (18704.240000 sec): 3 clusters
  Score: Raw -481302.156499 + Penalty 2746.731211 = -478555.425288
  nChanged 1
		SP:Iteration 56Q (18704.430000 sec): 3 clusters
  Score: Raw -481302.401594 + Penalty 2746.731211 = -478555.670384
  nChanged 4
		SP:Iteration 57Q (18704.650000 sec): 3 clusters
  Score: Raw -481303.235149 + Penalty 2746.731211 = -478556.503938
  nChanged 2
		SP:Iteration 58Q (18704.860000 sec): 3 clusters
  Score: Raw -481304.893388 + Penalty 2746.731211 = -478558.162177
  nChanged 3
		SP:Iteration 59Q (18705.100000 sec): 3 clusters
  Score: Raw -481305.445753 + Penalty 2746.731211 = -478558.714542
  nChanged 2
		SP:Iteration 60F (18705.270000 sec): 3 clusters
  Score: Raw -481306.003737 + Penalty 2746.731211 = -478559.272526
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 47 (4895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18705.380000 sec): 2 clusters
  Score: Raw -520232.625943 + Penalty 1380.595053 = -518852.030890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18705.590000 sec): 3 clusters
  Score: Raw -517655.593286 + Penalty 2761.190105 = -514894.403180
  nChanged 1986
		SP:Iteration 1F (18705.780000 sec): 3 clusters
  Score: Raw -518756.651896 + Penalty 2761.190105 = -515995.461791
  nChanged 330
		SP:Iteration 2F (18705.970000 sec): 3 clusters
  Score: Raw -518924.224686 + Penalty 2761.190105 = -516163.034580
  nChanged 243
		SP:Iteration 3Q (18706.180000 sec): 3 clusters
  Score: Raw -519055.828523 + Penalty 2761.190105 = -516294.638418
  nChanged 225
		SP:Iteration 4Q (18706.420000 sec): 3 clusters
  Score: Raw -519183.040245 + Penalty 2761.190105 = -516421.850140
  nChanged 190
		SP:Iteration 5Q (18706.610000 sec): 3 clusters
  Score: Raw -519303.846968 + Penalty 2761.190105 = -516542.656863
  nChanged 186
		SP:Iteration 6Q (18706.790000 sec): 3 clusters
  Score: Raw -519456.512446 + Penalty 2761.190105 = -516695.322341
  nChanged 194
		SP:Iteration 7Q (18706.980000 sec): 3 clusters
  Score: Raw -519635.842246 + Penalty 2761.190105 = -516874.652140
  nChanged 217
		SP:Iteration 8Q (18707.160000 sec): 3 clusters
  Score: Raw -519892.060944 + Penalty 2761.190105 = -517130.870838
  nChanged 223
		SP:Iteration 9Q (18707.340000 sec): 3 clusters
  Score: Raw -520137.263482 + Penalty 2761.190105 = -517376.073377
  nChanged 218
		SP:Iteration 10Q (18707.540000 sec): 3 clusters
  Score: Raw -520358.592229 + Penalty 2761.190105 = -517597.402124
  nChanged 216
		SP:Iteration 11Q (18707.720000 sec): 3 clusters
  Score: Raw -520549.912396 + Penalty 2761.190105 = -517788.722290
  nChanged 194
		SP:Iteration 12Q (18707.940000 sec): 3 clusters
  Score: Raw -520727.984697 + Penalty 2761.190105 = -517966.794592
  nChanged 154
		SP:Iteration 13Q (18708.140000 sec): 3 clusters
  Score: Raw -520863.111710 + Penalty 2761.190105 = -518101.921604
  nChanged 127
		SP:Iteration 14Q (18708.340000 sec): 3 clusters
  Score: Raw -520977.591976 + Penalty 2761.190105 = -518216.401870
  nChanged 99
		SP:Iteration 15Q (18708.540000 sec): 3 clusters
  Score: Raw -521058.386076 + Penalty 2761.190105 = -518297.195970
  nChanged 81
		SP:Iteration 16Q (18708.770000 sec): 3 clusters
  Score: Raw -521139.336817 + Penalty 2761.190105 = -518378.146712
  nChanged 74
		SP:Iteration 17Q (18708.950000 sec): 3 clusters
  Score: Raw -521211.543843 + Penalty 2761.190105 = -518450.353737
  nChanged 65
		SP:Iteration 18Q (18709.140000 sec): 3 clusters
  Score: Raw -521262.742882 + Penalty 2761.190105 = -518501.552776
  nChanged 53
		SP:Iteration 19Q (18709.330000 sec): 3 clusters
  Score: Raw -521298.528768 + Penalty 2761.190105 = -518537.338662
  nChanged 42
		SP:Iteration 20F (18709.510000 sec): 3 clusters
  Score: Raw -521327.044909 + Penalty 2761.190105 = -518565.854804
  nChanged 46
		SP:Iteration 21Q (18709.690000 sec): 3 clusters
  Score: Raw -521363.398941 + Penalty 2761.190105 = -518602.208836
  nChanged 45
		SP:Iteration 22Q (18709.870000 sec): 3 clusters
  Score: Raw -521397.164465 + Penalty 2761.190105 = -518635.974359
  nChanged 35
		SP:Iteration 23Q (18710.060000 sec): 3 clusters
  Score: Raw -521419.387545 + Penalty 2761.190105 = -518658.197440
  nChanged 20
		SP:Iteration 24Q (18710.240000 sec): 3 clusters
  Score: Raw -521431.040672 + Penalty 2761.190105 = -518669.850567
  nChanged 17
		SP:Iteration 25Q (18710.460000 sec): 3 clusters
  Score: Raw -521440.930330 + Penalty 2761.190105 = -518679.740225
  nChanged 21
		SP:Iteration 26Q (18710.680000 sec): 3 clusters
  Score: Raw -521454.144781 + Penalty 2761.190105 = -518692.954676
  nChanged 20
		SP:Iteration 27Q (18710.850000 sec): 3 clusters
  Score: Raw -521469.164149 + Penalty 2761.190105 = -518707.974044
  nChanged 15
		SP:Iteration 28Q (18711.040000 sec): 3 clusters
  Score: Raw -521476.727891 + Penalty 2761.190105 = -518715.537786
  nChanged 8
		SP:Iteration 29Q (18711.220000 sec): 3 clusters
  Score: Raw -521479.855081 + Penalty 2761.190105 = -518718.664976
  nChanged 5
		SP:Iteration 30Q (18711.410000 sec): 3 clusters
  Score: Raw -521481.374260 + Penalty 2761.190105 = -518720.184154
  nChanged 3
		SP:Iteration 31Q (18711.590000 sec): 3 clusters
  Score: Raw -521482.320238 + Penalty 2761.190105 = -518721.130133
  nChanged 2
		SP:Iteration 32Q (18711.780000 sec): 3 clusters
  Score: Raw -521482.794871 + Penalty 2761.190105 = -518721.604766
  nChanged 0
		SP:Iteration 33F (18711.950000 sec): 3 clusters
  Score: Raw -521482.794871 + Penalty 2761.190105 = -518721.604766
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 48 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18712.080000 sec): 2 clusters
  Score: Raw -16909.883748 + Penalty 866.566804 = -16043.316944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18712.250000 sec): 3 clusters
  Score: Raw -17093.762913 + Penalty 1733.133608 = -15360.629305
  nChanged 31
		SP:Iteration 1F (18712.430000 sec): 3 clusters
  Score: Raw -17194.957349 + Penalty 1733.133608 = -15461.823741
  nChanged 10
		SP:Iteration 2Q (18712.620000 sec): 3 clusters
  Score: Raw -17227.845380 + Penalty 1733.133608 = -15494.711772
  nChanged 4
		SP:Iteration 3Q (18712.790000 sec): 3 clusters
  Score: Raw -17249.771528 + Penalty 1733.133608 = -15516.637920
  nChanged 0
		SP:Iteration 4F (18712.980000 sec): 3 clusters
  Score: Raw -17249.771528 + Penalty 1733.133608 = -15516.637920
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 49 (13029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18713.130000 sec): 2 clusters
  Score: Raw -1272992.603609 + Penalty 1539.676600 = -1271452.927009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18713.340000 sec): 3 clusters
  Score: Raw -1265524.709590 + Penalty 3079.353199 = -1262445.356391
  nChanged 5752
		SP:Iteration 1F (18713.540000 sec): 3 clusters
  Score: Raw -1268888.035191 + Penalty 3079.353199 = -1265808.681991
  nChanged 953
		SP:Iteration 2F (18713.810000 sec): 3 clusters
  Score: Raw -1269480.113475 + Penalty 3079.353199 = -1266400.760275
  nChanged 918
		SP:Iteration 3F (18714.020000 sec): 3 clusters
  Score: Raw -1270159.818981 + Penalty 3079.353199 = -1267080.465781
  nChanged 972
		SP:Iteration 4F (18714.260000 sec): 3 clusters
  Score: Raw -1270962.059515 + Penalty 3079.353199 = -1267882.706316
  nChanged 919
		SP:Iteration 5F (18714.530000 sec): 3 clusters
  Score: Raw -1271662.880971 + Penalty 3079.353199 = -1268583.527771
  nChanged 796
		SP:Iteration 6F (18714.780000 sec): 3 clusters
  Score: Raw -1272189.967334 + Penalty 3079.353199 = -1269110.614135
  nChanged 649
		SP:Iteration 7Q (18714.980000 sec): 3 clusters
  Score: Raw -1272515.634405 + Penalty 3079.353199 = -1269436.281206
  nChanged 434
		SP:Iteration 8Q (18715.220000 sec): 3 clusters
  Score: Raw -1272694.668853 + Penalty 3079.353199 = -1269615.315653
  nChanged 338
		SP:Iteration 9Q (18715.440000 sec): 3 clusters
  Score: Raw -1272820.898238 + Penalty 3079.353199 = -1269741.545038
  nChanged 293
		SP:Iteration 10Q (18715.690000 sec): 3 clusters
  Score: Raw -1272920.642887 + Penalty 3079.353199 = -1269841.289688
  nChanged 229
		SP:Iteration 11Q (18715.920000 sec): 3 clusters
  Score: Raw -1272986.437938 + Penalty 3079.353199 = -1269907.084739
  nChanged 193
		SP:Iteration 12Q (18716.180000 sec): 3 clusters
  Score: Raw -1273045.607408 + Penalty 3079.353199 = -1269966.254209
  nChanged 189
		SP:Iteration 13Q (18716.400000 sec): 3 clusters
  Score: Raw -1273099.430516 + Penalty 3079.353199 = -1270020.077317
  nChanged 191
		SP:Iteration 14Q (18716.650000 sec): 3 clusters
  Score: Raw -1273147.384341 + Penalty 3079.353199 = -1270068.031141
  nChanged 165
		SP:Iteration 15Q (18716.900000 sec): 3 clusters
  Score: Raw -1273187.559645 + Penalty 3079.353199 = -1270108.206446
  nChanged 168
		SP:Iteration 16Q (18717.160000 sec): 3 clusters
  Score: Raw -1273235.816699 + Penalty 3079.353199 = -1270156.463499
  nChanged 183
		SP:Iteration 17Q (18717.370000 sec): 3 clusters
  Score: Raw -1273291.608196 + Penalty 3079.353199 = -1270212.254996
  nChanged 186
		SP:Iteration 18Q (18717.620000 sec): 3 clusters
  Score: Raw -1273350.655121 + Penalty 3079.353199 = -1270271.301921
  nChanged 171
		SP:Iteration 19Q (18717.850000 sec): 3 clusters
  Score: Raw -1273401.402050 + Penalty 3079.353199 = -1270322.048851
  nChanged 161
		SP:Iteration 20F (18718.050000 sec): 3 clusters
  Score: Raw -1273452.174773 + Penalty 3079.353199 = -1270372.821574
  nChanged 144
		SP:Iteration 21Q (18718.330000 sec): 3 clusters
  Score: Raw -1273494.145354 + Penalty 3079.353199 = -1270414.792154
  nChanged 140
		SP:Iteration 22Q (18718.600000 sec): 3 clusters
  Score: Raw -1273542.093285 + Penalty 3079.353199 = -1270462.740085
  nChanged 154
		SP:Iteration 23Q (18718.810000 sec): 3 clusters
  Score: Raw -1273591.947604 + Penalty 3079.353199 = -1270512.594405
  nChanged 142
		SP:Iteration 24Q (18719.090000 sec): 3 clusters
  Score: Raw -1273639.099997 + Penalty 3079.353199 = -1270559.746797
  nChanged 126
		SP:Iteration 25Q (18719.320000 sec): 3 clusters
  Score: Raw -1273682.519975 + Penalty 3079.353199 = -1270603.166775
  nChanged 125
		SP:Iteration 26Q (18719.540000 sec): 3 clusters
  Score: Raw -1273728.336428 + Penalty 3079.353199 = -1270648.983228
  nChanged 115
		SP:Iteration 27Q (18719.750000 sec): 3 clusters
  Score: Raw -1273770.045231 + Penalty 3079.353199 = -1270690.692031
  nChanged 96
		SP:Iteration 28Q (18719.980000 sec): 3 clusters
  Score: Raw -1273805.854754 + Penalty 3079.353199 = -1270726.501554
  nChanged 94
		SP:Iteration 29Q (18720.280000 sec): 3 clusters
  Score: Raw -1273837.965327 + Penalty 3079.353199 = -1270758.612128
  nChanged 77
		SP:Iteration 30Q (18720.480000 sec): 3 clusters
  Score: Raw -1273866.853347 + Penalty 3079.353199 = -1270787.500148
  nChanged 70
		SP:Iteration 31Q (18720.790000 sec): 3 clusters
  Score: Raw -1273891.418218 + Penalty 3079.353199 = -1270812.065018
  nChanged 61
		SP:Iteration 32Q (18721.000000 sec): 3 clusters
  Score: Raw -1273917.240659 + Penalty 3079.353199 = -1270837.887460
  nChanged 69
		SP:Iteration 33Q (18721.210000 sec): 3 clusters
  Score: Raw -1273942.246457 + Penalty 3079.353199 = -1270862.893257
  nChanged 68
		SP:Iteration 34Q (18721.450000 sec): 3 clusters
  Score: Raw -1273972.083432 + Penalty 3079.353199 = -1270892.730233
  nChanged 69
		SP:Iteration 35Q (18721.680000 sec): 3 clusters
  Score: Raw -1273996.959423 + Penalty 3079.353199 = -1270917.606224
  nChanged 60
		SP:Iteration 36Q (18721.880000 sec): 3 clusters
  Score: Raw -1274022.016877 + Penalty 3079.353199 = -1270942.663678
  nChanged 51
		SP:Iteration 37Q (18722.100000 sec): 3 clusters
  Score: Raw -1274043.052565 + Penalty 3079.353199 = -1270963.699366
  nChanged 52
		SP:Iteration 38Q (18722.360000 sec): 3 clusters
  Score: Raw -1274069.982540 + Penalty 3079.353199 = -1270990.629341
  nChanged 70
		SP:Iteration 39Q (18722.590000 sec): 3 clusters
  Score: Raw -1274098.357233 + Penalty 3079.353199 = -1271019.004033
  nChanged 62
		SP:Iteration 40F (18722.850000 sec): 3 clusters
  Score: Raw -1274120.478056 + Penalty 3079.353199 = -1271041.124857
  nChanged 52
		SP:Iteration 41Q (18723.000000 sec): 3 clusters
  Score: Raw -1274143.321725 + Penalty 3079.353199 = -1271063.968526
  nChanged 49
		SP:Iteration 42Q (18723.240000 sec): 3 clusters
  Score: Raw -1274166.021680 + Penalty 3079.353199 = -1271086.668481
  nChanged 50
		SP:Iteration 43Q (18723.460000 sec): 3 clusters
  Score: Raw -1274187.930279 + Penalty 3079.353199 = -1271108.577080
  nChanged 38
		SP:Iteration 44Q (18723.720000 sec): 3 clusters
  Score: Raw -1274204.170238 + Penalty 3079.353199 = -1271124.817039
  nChanged 33
		SP:Iteration 45Q (18723.950000 sec): 3 clusters
  Score: Raw -1274218.289289 + Penalty 3079.353199 = -1271138.936089
  nChanged 37
		SP:Iteration 46Q (18724.190000 sec): 3 clusters
  Score: Raw -1274229.709406 + Penalty 3079.353199 = -1271150.356207
  nChanged 24
		SP:Iteration 47Q (18724.420000 sec): 3 clusters
  Score: Raw -1274239.527159 + Penalty 3079.353199 = -1271160.173959
  nChanged 26
		SP:Iteration 48Q (18724.630000 sec): 3 clusters
  Score: Raw -1274250.538118 + Penalty 3079.353199 = -1271171.184919
  nChanged 27
		SP:Iteration 49Q (18724.900000 sec): 3 clusters
  Score: Raw -1274259.580606 + Penalty 3079.353199 = -1271180.227407
  nChanged 18
		SP:Iteration 50Q (18725.080000 sec): 3 clusters
  Score: Raw -1274266.133109 + Penalty 3079.353199 = -1271186.779910
  nChanged 18
		SP:Iteration 51Q (18725.320000 sec): 3 clusters
  Score: Raw -1274271.721416 + Penalty 3079.353199 = -1271192.368216
  nChanged 13
		SP:Iteration 52Q (18725.560000 sec): 3 clusters
  Score: Raw -1274275.465426 + Penalty 3079.353199 = -1271196.112226
  nChanged 7
		SP:Iteration 53Q (18725.770000 sec): 3 clusters
  Score: Raw -1274277.367795 + Penalty 3079.353199 = -1271198.014596
  nChanged 5
		SP:Iteration 54Q (18725.990000 sec): 3 clusters
  Score: Raw -1274278.367169 + Penalty 3079.353199 = -1271199.013970
  nChanged 2
		SP:Iteration 55Q (18726.170000 sec): 3 clusters
  Score: Raw -1274278.638232 + Penalty 3079.353199 = -1271199.285032
  nChanged 4
		SP:Iteration 56Q (18726.390000 sec): 3 clusters
  Score: Raw -1274279.862993 + Penalty 3079.353199 = -1271200.509794
  nChanged 6
		SP:Iteration 57Q (18726.590000 sec): 3 clusters
  Score: Raw -1274282.947547 + Penalty 3079.353199 = -1271203.594348
  nChanged 12
		SP:Iteration 58Q (18726.860000 sec): 3 clusters
  Score: Raw -1274287.889247 + Penalty 3079.353199 = -1271208.536048
  nChanged 15
		SP:Iteration 59Q (18727.110000 sec): 3 clusters
  Score: Raw -1274291.884132 + Penalty 3079.353199 = -1271212.530932
  nChanged 8
		SP:Iteration 60F (18727.320000 sec): 3 clusters
  Score: Raw -1274293.515226 + Penalty 3079.353199 = -1271214.162027
  nChanged 4
		SP:Iteration 61Q (18727.570000 sec): 3 clusters
  Score: Raw -1274294.383780 + Penalty 3079.353199 = -1271215.030580
  nChanged 6
		SP:Iteration 62Q (18727.780000 sec): 3 clusters
  Score: Raw -1274296.529279 + Penalty 3079.353199 = -1271217.176080
  nChanged 9
		SP:Iteration 63Q (18728.010000 sec): 3 clusters
  Score: Raw -1274298.975442 + Penalty 3079.353199 = -1271219.622243
  nChanged 8
		SP:Iteration 64Q (18728.260000 sec): 3 clusters
  Score: Raw -1274300.964551 + Penalty 3079.353199 = -1271221.611352
  nChanged 3
		SP:Iteration 65Q (18728.450000 sec): 3 clusters
  Score: Raw -1274301.949622 + Penalty 3079.353199 = -1271222.596423
  nChanged 1
		SP:Iteration 66Q (18728.670000 sec): 3 clusters
  Score: Raw -1274302.121269 + Penalty 3079.353199 = -1271222.768069
  nChanged 2
		SP:Iteration 67Q (18728.880000 sec): 3 clusters
  Score: Raw -1274302.316243 + Penalty 3079.353199 = -1271222.963044
  nChanged 1
		SP:Iteration 68Q (18729.080000 sec): 3 clusters
  Score: Raw -1274302.416273 + Penalty 3079.353199 = -1271223.063074
  nChanged 0
		SP:Iteration 69F (18729.340000 sec): 3 clusters
  Score: Raw -1274302.416273 + Penalty 3079.353199 = -1271223.063074
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 50 (16158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18729.450000 sec): 2 clusters
  Score: Raw -1732475.955872 + Penalty 1574.652716 = -1730901.303155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18729.710000 sec): 3 clusters
  Score: Raw -1722908.117295 + Penalty 3149.305433 = -1719758.811862
  nChanged 7224
		SP:Iteration 1F (18729.920000 sec): 3 clusters
  Score: Raw -1726991.659642 + Penalty 3149.305433 = -1723842.354209
  nChanged 1115
		SP:Iteration 2F (18730.190000 sec): 3 clusters
  Score: Raw -1727557.099667 + Penalty 3149.305433 = -1724407.794235
  nChanged 1098
		SP:Iteration 3F (18730.490000 sec): 3 clusters
  Score: Raw -1728196.666943 + Penalty 3149.305433 = -1725047.361511
  nChanged 1096
		SP:Iteration 4F (18730.720000 sec): 3 clusters
  Score: Raw -1728937.152918 + Penalty 3149.305433 = -1725787.847485
  nChanged 1070
		SP:Iteration 5F (18730.920000 sec): 3 clusters
  Score: Raw -1729707.224389 + Penalty 3149.305433 = -1726557.918956
  nChanged 918
		SP:Iteration 6F (18731.170000 sec): 3 clusters
  Score: Raw -1730433.541727 + Penalty 3149.305433 = -1727284.236295
  nChanged 805
		SP:Iteration 7Q (18731.440000 sec): 3 clusters
  Score: Raw -1731076.863920 + Penalty 3149.305433 = -1727927.558488
  nChanged 593
		SP:Iteration 8Q (18731.650000 sec): 3 clusters
  Score: Raw -1731521.586964 + Penalty 3149.305433 = -1728372.281531
  nChanged 414
		SP:Iteration 9Q (18731.870000 sec): 3 clusters
  Score: Raw -1731814.493845 + Penalty 3149.305433 = -1728665.188412
  nChanged 307
		SP:Iteration 10Q (18732.090000 sec): 3 clusters
  Score: Raw -1732058.047530 + Penalty 3149.305433 = -1728908.742098
  nChanged 253
		SP:Iteration 11Q (18732.370000 sec): 3 clusters
  Score: Raw -1732278.247272 + Penalty 3149.305433 = -1729128.941839
  nChanged 158
		SP:Iteration 12Q (18732.610000 sec): 3 clusters
  Score: Raw -1732406.969589 + Penalty 3149.305433 = -1729257.664157
  nChanged 92
		SP:Iteration 13Q (18732.810000 sec): 3 clusters
  Score: Raw -1732492.459900 + Penalty 3149.305433 = -1729343.154468
  nChanged 71
		SP:Iteration 14Q (18733.070000 sec): 3 clusters
  Score: Raw -1732557.000667 + Penalty 3149.305433 = -1729407.695234
  nChanged 55
		SP:Iteration 15Q (18733.260000 sec): 3 clusters
  Score: Raw -1732608.077635 + Penalty 3149.305433 = -1729458.772203
  nChanged 33
		SP:Iteration 16Q (18733.510000 sec): 3 clusters
  Score: Raw -1732644.097488 + Penalty 3149.305433 = -1729494.792056
  nChanged 29
		SP:Iteration 17Q (18733.720000 sec): 3 clusters
  Score: Raw -1732674.823711 + Penalty 3149.305433 = -1729525.518278
  nChanged 24
		SP:Iteration 18Q (18733.930000 sec): 3 clusters
  Score: Raw -1732699.984893 + Penalty 3149.305433 = -1729550.679461
  nChanged 12
		SP:Iteration 19Q (18734.210000 sec): 3 clusters
  Score: Raw -1732714.991380 + Penalty 3149.305433 = -1729565.685947
  nChanged 9
		SP:Iteration 20F (18734.430000 sec): 3 clusters
  Score: Raw -1732724.623189 + Penalty 3149.305433 = -1729575.317756
  nChanged 5
		SP:Iteration 21Q (18734.680000 sec): 3 clusters
  Score: Raw -1732732.458053 + Penalty 3149.305433 = -1729583.152621
  nChanged 3
		SP:Iteration 22Q (18734.900000 sec): 3 clusters
  Score: Raw -1732735.586169 + Penalty 3149.305433 = -1729586.280737
  nChanged 3
		SP:Iteration 23Q (18735.140000 sec): 3 clusters
  Score: Raw -1732738.137948 + Penalty 3149.305433 = -1729588.832516
  nChanged 0
		SP:Iteration 24F (18735.380000 sec): 3 clusters
  Score: Raw -1732738.137948 + Penalty 3149.305433 = -1729588.832516
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 51 (2578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18735.480000 sec): 2 clusters
  Score: Raw -260471.285508 + Penalty 1276.399992 = -259194.885516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18735.680000 sec): 3 clusters
  Score: Raw -259306.761910 + Penalty 2552.799985 = -256753.961925
  nChanged 944
		SP:Iteration 1F (18735.860000 sec): 3 clusters
  Score: Raw -259842.522026 + Penalty 2552.799985 = -257289.722041
  nChanged 173
		SP:Iteration 2F (18736.040000 sec): 3 clusters
  Score: Raw -259967.395102 + Penalty 2552.799985 = -257414.595117
  nChanged 133
		SP:Iteration 3F (18736.220000 sec): 3 clusters
  Score: Raw -260068.127630 + Penalty 2552.799985 = -257515.327645
  nChanged 122
		SP:Iteration 4Q (18736.380000 sec): 3 clusters
  Score: Raw -260150.688396 + Penalty 2552.799985 = -257597.888412
  nChanged 79
		SP:Iteration 5Q (18736.580000 sec): 3 clusters
  Score: Raw -260198.582682 + Penalty 2552.799985 = -257645.782697
  nChanged 63
		SP:Iteration 6Q (18736.760000 sec): 3 clusters
  Score: Raw -260240.489921 + Penalty 2552.799985 = -257687.689937
  nChanged 56
		SP:Iteration 7Q (18736.920000 sec): 3 clusters
  Score: Raw -260277.077323 + Penalty 2552.799985 = -257724.277338
  nChanged 64
		SP:Iteration 8Q (18737.130000 sec): 3 clusters
  Score: Raw -260308.376412 + Penalty 2552.799985 = -257755.576427
  nChanged 56
		SP:Iteration 9Q (18737.310000 sec): 3 clusters
  Score: Raw -260344.187408 + Penalty 2552.799985 = -257791.387423
  nChanged 49
		SP:Iteration 10Q (18737.440000 sec): 3 clusters
  Score: Raw -260375.401716 + Penalty 2552.799985 = -257822.601731
  nChanged 56
		SP:Iteration 11Q (18737.640000 sec): 3 clusters
  Score: Raw -260405.163730 + Penalty 2552.799985 = -257852.363745
  nChanged 39
		SP:Iteration 12Q (18737.810000 sec): 3 clusters
  Score: Raw -260425.027389 + Penalty 2552.799985 = -257872.227404
  nChanged 29
		SP:Iteration 13Q (18737.970000 sec): 3 clusters
  Score: Raw -260441.883445 + Penalty 2552.799985 = -257889.083460
  nChanged 30
		SP:Iteration 14Q (18738.150000 sec): 3 clusters
  Score: Raw -260455.744717 + Penalty 2552.799985 = -257902.944732
  nChanged 27
		SP:Iteration 15Q (18738.360000 sec): 3 clusters
  Score: Raw -260472.756243 + Penalty 2552.799985 = -257919.956259
  nChanged 33
		SP:Iteration 16Q (18738.550000 sec): 3 clusters
  Score: Raw -260493.257056 + Penalty 2552.799985 = -257940.457072
  nChanged 25
		SP:Iteration 17Q (18738.720000 sec): 3 clusters
  Score: Raw -260506.246057 + Penalty 2552.799985 = -257953.446072
  nChanged 34
		SP:Iteration 18Q (18738.880000 sec): 3 clusters
  Score: Raw -260524.616627 + Penalty 2552.799985 = -257971.816642
  nChanged 23
		SP:Iteration 19Q (18739.100000 sec): 3 clusters
  Score: Raw -260536.682089 + Penalty 2552.799985 = -257983.882104
  nChanged 25
		SP:Iteration 20F (18739.260000 sec): 3 clusters
  Score: Raw -260550.285989 + Penalty 2552.799985 = -257997.486004
  nChanged 28
		SP:Iteration 21Q (18739.440000 sec): 3 clusters
  Score: Raw -260561.729717 + Penalty 2552.799985 = -258008.929732
  nChanged 22
		SP:Iteration 22Q (18739.650000 sec): 3 clusters
  Score: Raw -260573.079041 + Penalty 2552.799985 = -258020.279057
  nChanged 28
		SP:Iteration 23Q (18739.830000 sec): 3 clusters
  Score: Raw -260584.285229 + Penalty 2552.799985 = -258031.485245
  nChanged 21
		SP:Iteration 24Q (18740.020000 sec): 3 clusters
  Score: Raw -260594.555156 + Penalty 2552.799985 = -258041.755171
  nChanged 14
		SP:Iteration 25Q (18740.170000 sec): 3 clusters
  Score: Raw -260604.330950 + Penalty 2552.799985 = -258051.530965
  nChanged 23
		SP:Iteration 26Q (18740.390000 sec): 3 clusters
  Score: Raw -260616.698434 + Penalty 2552.799985 = -258063.898450
  nChanged 22
		SP:Iteration 27Q (18740.590000 sec): 3 clusters
  Score: Raw -260629.343073 + Penalty 2552.799985 = -258076.543089
  nChanged 25
		SP:Iteration 28Q (18740.720000 sec): 3 clusters
  Score: Raw -260645.824288 + Penalty 2552.799985 = -258093.024304
  nChanged 20
		SP:Iteration 29Q (18740.950000 sec): 3 clusters
  Score: Raw -260657.256505 + Penalty 2552.799985 = -258104.456520
  nChanged 26
		SP:Iteration 30Q (18741.090000 sec): 3 clusters
  Score: Raw -260672.179341 + Penalty 2552.799985 = -258119.379356
  nChanged 26
		SP:Iteration 31Q (18741.280000 sec): 3 clusters
  Score: Raw -260688.187237 + Penalty 2552.799985 = -258135.387252
  nChanged 20
		SP:Iteration 32Q (18741.480000 sec): 3 clusters
  Score: Raw -260697.411701 + Penalty 2552.799985 = -258144.611716
  nChanged 16
		SP:Iteration 33Q (18741.660000 sec): 3 clusters
  Score: Raw -260704.034545 + Penalty 2552.799985 = -258151.234561
  nChanged 13
		SP:Iteration 34Q (18741.870000 sec): 3 clusters
  Score: Raw -260709.432355 + Penalty 2552.799985 = -258156.632370
  nChanged 9
		SP:Iteration 35Q (18742.060000 sec): 3 clusters
  Score: Raw -260713.752130 + Penalty 2552.799985 = -258160.952145
  nChanged 8
		SP:Iteration 36Q (18742.240000 sec): 3 clusters
  Score: Raw -260717.164942 + Penalty 2552.799985 = -258164.364958
  nChanged 4
		SP:Iteration 37Q (18742.370000 sec): 3 clusters
  Score: Raw -260718.461001 + Penalty 2552.799985 = -258165.661016
  nChanged 6
		SP:Iteration 38Q (18742.580000 sec): 3 clusters
  Score: Raw -260721.167094 + Penalty 2552.799985 = -258168.367109
  nChanged 6
		SP:Iteration 39Q (18742.780000 sec): 3 clusters
  Score: Raw -260722.906670 + Penalty 2552.799985 = -258170.106686
  nChanged 7
		SP:Iteration 40F (18742.940000 sec): 3 clusters
  Score: Raw -260725.792007 + Penalty 2552.799985 = -258172.992022
  nChanged 4
		SP:Iteration 41Q (18743.140000 sec): 3 clusters
  Score: Raw -260727.756981 + Penalty 2552.799985 = -258174.956997
  nChanged 4
		SP:Iteration 42Q (18743.340000 sec): 3 clusters
  Score: Raw -260729.044819 + Penalty 2552.799985 = -258176.244834
  nChanged 0
		SP:Iteration 43F (18743.490000 sec): 3 clusters
  Score: Raw -260729.044819 + Penalty 2552.799985 = -258176.244834
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 52 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18743.590000 sec): 2 clusters
  Score: Raw -185104.561514 + Penalty 1217.754507 = -183886.807007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18743.810000 sec): 3 clusters
  Score: Raw -184348.782307 + Penalty 2435.509013 = -181913.273294
  nChanged 588
		SP:Iteration 1F (18743.980000 sec): 3 clusters
  Score: Raw -184715.054551 + Penalty 2435.509013 = -182279.545538
  nChanged 134
		SP:Iteration 2F (18744.150000 sec): 3 clusters
  Score: Raw -184819.849228 + Penalty 2435.509013 = -182384.340215
  nChanged 94
		SP:Iteration 3F (18744.340000 sec): 3 clusters
  Score: Raw -184873.515746 + Penalty 2435.509013 = -182438.006733
  nChanged 47
		SP:Iteration 4Q (18744.520000 sec): 3 clusters
  Score: Raw -184905.541894 + Penalty 2435.509013 = -182470.032880
  nChanged 49
		SP:Iteration 5Q (18744.670000 sec): 3 clusters
  Score: Raw -184940.070151 + Penalty 2435.509013 = -182504.561138
  nChanged 35
		SP:Iteration 6Q (18744.900000 sec): 3 clusters
  Score: Raw -184966.537957 + Penalty 2435.509013 = -182531.028944
  nChanged 26
		SP:Iteration 7Q (18745.030000 sec): 3 clusters
  Score: Raw -184980.888451 + Penalty 2435.509013 = -182545.379438
  nChanged 40
		SP:Iteration 8Q (18745.210000 sec): 3 clusters
  Score: Raw -185004.736447 + Penalty 2435.509013 = -182569.227433
  nChanged 32
		SP:Iteration 9Q (18745.420000 sec): 3 clusters
  Score: Raw -185022.330285 + Penalty 2435.509013 = -182586.821272
  nChanged 27
		SP:Iteration 10Q (18745.610000 sec): 3 clusters
  Score: Raw -185037.116600 + Penalty 2435.509013 = -182601.607587
  nChanged 22
		SP:Iteration 11Q (18745.760000 sec): 3 clusters
  Score: Raw -185047.359616 + Penalty 2435.509013 = -182611.850603
  nChanged 14
		SP:Iteration 12Q (18745.900000 sec): 3 clusters
  Score: Raw -185056.164646 + Penalty 2435.509013 = -182620.655633
  nChanged 16
		SP:Iteration 13Q (18746.070000 sec): 3 clusters
  Score: Raw -185064.106031 + Penalty 2435.509013 = -182628.597018
  nChanged 10
		SP:Iteration 14Q (18746.260000 sec): 3 clusters
  Score: Raw -185069.368724 + Penalty 2435.509013 = -182633.859711
  nChanged 12
		SP:Iteration 15Q (18746.440000 sec): 3 clusters
  Score: Raw -185076.759647 + Penalty 2435.509013 = -182641.250634
  nChanged 12
		SP:Iteration 16Q (18746.640000 sec): 3 clusters
  Score: Raw -185084.949452 + Penalty 2435.509013 = -182649.440439
  nChanged 11
		SP:Iteration 17Q (18746.790000 sec): 3 clusters
  Score: Raw -185089.094535 + Penalty 2435.509013 = -182653.585522
  nChanged 11
		SP:Iteration 18Q (18747.000000 sec): 3 clusters
  Score: Raw -185095.176602 + Penalty 2435.509013 = -182659.667589
  nChanged 6
		SP:Iteration 19Q (18747.210000 sec): 3 clusters
  Score: Raw -185098.970524 + Penalty 2435.509013 = -182663.461511
  nChanged 8
		SP:Iteration 20F (18747.370000 sec): 3 clusters
  Score: Raw -185102.848014 + Penalty 2435.509013 = -182667.339001
  nChanged 7
		SP:Iteration 21Q (18747.580000 sec): 3 clusters
  Score: Raw -185106.724953 + Penalty 2435.509013 = -182671.215940
  nChanged 14
		SP:Iteration 22Q (18747.740000 sec): 3 clusters
  Score: Raw -185115.561421 + Penalty 2435.509013 = -182680.052408
  nChanged 12
		SP:Iteration 23Q (18747.920000 sec): 3 clusters
  Score: Raw -185127.019119 + Penalty 2435.509013 = -182691.510106
  nChanged 16
		SP:Iteration 24Q (18748.100000 sec): 3 clusters
  Score: Raw -185151.966185 + Penalty 2435.509013 = -182716.457171
  nChanged 24
		SP:Iteration 25Q (18748.240000 sec): 3 clusters
  Score: Raw -185172.128058 + Penalty 2435.509013 = -182736.619044
  nChanged 24
		SP:Iteration 26Q (18748.430000 sec): 3 clusters
  Score: Raw -185188.571224 + Penalty 2435.509013 = -182753.062211
  nChanged 30
		SP:Iteration 27Q (18748.620000 sec): 3 clusters
  Score: Raw -185208.220615 + Penalty 2435.509013 = -182772.711602
  nChanged 30
		SP:Iteration 28Q (18748.810000 sec): 3 clusters
  Score: Raw -185229.128303 + Penalty 2435.509013 = -182793.619290
  nChanged 25
		SP:Iteration 29Q (18749.000000 sec): 3 clusters
  Score: Raw -185249.887363 + Penalty 2435.509013 = -182814.378350
  nChanged 26
		SP:Iteration 30Q (18749.170000 sec): 3 clusters
  Score: Raw -185270.141475 + Penalty 2435.509013 = -182834.632462
  nChanged 31
		SP:Iteration 31Q (18749.360000 sec): 3 clusters
  Score: Raw -185290.132058 + Penalty 2435.509013 = -182854.623045
  nChanged 22
		SP:Iteration 32Q (18749.580000 sec): 3 clusters
  Score: Raw -185302.962695 + Penalty 2435.509013 = -182867.453682
  nChanged 18
		SP:Iteration 33Q (18749.750000 sec): 3 clusters
  Score: Raw -185318.503476 + Penalty 2435.509013 = -182882.994463
  nChanged 25
		SP:Iteration 34Q (18749.890000 sec): 3 clusters
  Score: Raw -185344.627260 + Penalty 2435.509013 = -182909.118246
  nChanged 23
		SP:Iteration 35Q (18750.060000 sec): 3 clusters
  Score: Raw -185362.470308 + Penalty 2435.509013 = -182926.961295
  nChanged 14
		SP:Iteration 36Q (18750.250000 sec): 3 clusters
  Score: Raw -185376.390039 + Penalty 2435.509013 = -182940.881026
  nChanged 19
		SP:Iteration 37Q (18750.440000 sec): 3 clusters
  Score: Raw -185392.217917 + Penalty 2435.509013 = -182956.708904
  nChanged 14
		SP:Iteration 38Q (18750.640000 sec): 3 clusters
  Score: Raw -185403.611583 + Penalty 2435.509013 = -182968.102570
  nChanged 13
		SP:Iteration 39Q (18750.800000 sec): 3 clusters
  Score: Raw -185412.255141 + Penalty 2435.509013 = -182976.746128
  nChanged 16
		SP:Iteration 40F (18751.030000 sec): 3 clusters
  Score: Raw -185422.657671 + Penalty 2435.509013 = -182987.148658
  nChanged 10
		SP:Iteration 41Q (18751.220000 sec): 3 clusters
  Score: Raw -185428.584560 + Penalty 2435.509013 = -182993.075547
  nChanged 11
		SP:Iteration 42Q (18751.380000 sec): 3 clusters
  Score: Raw -185437.084406 + Penalty 2435.509013 = -183001.575392
  nChanged 11
		SP:Iteration 43Q (18751.530000 sec): 3 clusters
  Score: Raw -185445.134934 + Penalty 2435.509013 = -183009.625920
  nChanged 9
		SP:Iteration 44Q (18751.720000 sec): 3 clusters
  Score: Raw -185452.255193 + Penalty 2435.509013 = -183016.746179
  nChanged 9
		SP:Iteration 45Q (18751.870000 sec): 3 clusters
  Score: Raw -185459.517351 + Penalty 2435.509013 = -183024.008338
  nChanged 11
		SP:Iteration 46Q (18752.050000 sec): 3 clusters
  Score: Raw -185467.736394 + Penalty 2435.509013 = -183032.227380
  nChanged 9
		SP:Iteration 47Q (18752.270000 sec): 3 clusters
  Score: Raw -185473.849028 + Penalty 2435.509013 = -183038.340015
  nChanged 8
		SP:Iteration 48Q (18752.410000 sec): 3 clusters
  Score: Raw -185478.142496 + Penalty 2435.509013 = -183042.633483
  nChanged 8
		SP:Iteration 49Q (18752.550000 sec): 3 clusters
  Score: Raw -185483.000349 + Penalty 2435.509013 = -183047.491336
  nChanged 6
		SP:Iteration 50Q (18752.760000 sec): 3 clusters
  Score: Raw -185486.467611 + Penalty 2435.509013 = -183050.958598
  nChanged 4
		SP:Iteration 51Q (18752.900000 sec): 3 clusters
  Score: Raw -185488.218772 + Penalty 2435.509013 = -183052.709759
  nChanged 5
		SP:Iteration 52Q (18753.090000 sec): 3 clusters
  Score: Raw -185490.749885 + Penalty 2435.509013 = -183055.240871
  nChanged 5
		SP:Iteration 53Q (18753.280000 sec): 3 clusters
  Score: Raw -185493.855760 + Penalty 2435.509013 = -183058.346747
  nChanged 8
		SP:Iteration 54Q (18753.440000 sec): 3 clusters
  Score: Raw -185497.959465 + Penalty 2435.509013 = -183062.450452
  nChanged 4
		SP:Iteration 55Q (18753.610000 sec): 3 clusters
  Score: Raw -185499.848618 + Penalty 2435.509013 = -183064.339605
  nChanged 3
		SP:Iteration 56Q (18753.800000 sec): 3 clusters
  Score: Raw -185501.293788 + Penalty 2435.509013 = -183065.784775
  nChanged 2
		SP:Iteration 57Q (18753.940000 sec): 3 clusters
  Score: Raw -185502.162808 + Penalty 2435.509013 = -183066.653795
  nChanged 3
		SP:Iteration 58Q (18754.120000 sec): 3 clusters
  Score: Raw -185503.968780 + Penalty 2435.509013 = -183068.459767
  nChanged 4
		SP:Iteration 59Q (18754.300000 sec): 3 clusters
  Score: Raw -185506.993020 + Penalty 2435.509013 = -183071.484007
  nChanged 3
		SP:Iteration 60F (18754.470000 sec): 3 clusters
  Score: Raw -185509.410884 + Penalty 2435.509013 = -183073.901871
  nChanged 3
		SP:Iteration 61Q (18754.660000 sec): 3 clusters
  Score: Raw -185511.411068 + Penalty 2435.509013 = -183075.902055
  nChanged 4
		SP:Iteration 62Q (18754.870000 sec): 3 clusters
  Score: Raw -185514.424508 + Penalty 2435.509013 = -183078.915494
  nChanged 7
		SP:Iteration 63Q (18755.050000 sec): 3 clusters
  Score: Raw -185517.868101 + Penalty 2435.509013 = -183082.359088
  nChanged 5
		SP:Iteration 64Q (18755.210000 sec): 3 clusters
  Score: Raw -185521.672290 + Penalty 2435.509013 = -183086.163277
  nChanged 5
		SP:Iteration 65Q (18755.390000 sec): 3 clusters
  Score: Raw -185524.320442 + Penalty 2435.509013 = -183088.811428
  nChanged 2
		SP:Iteration 66Q (18755.560000 sec): 3 clusters
  Score: Raw -185525.016374 + Penalty 2435.509013 = -183089.507361
  nChanged 0
		SP:Iteration 67F (18755.730000 sec): 3 clusters
  Score: Raw -185525.016374 + Penalty 2435.509013 = -183089.507361
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 53 (4548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18755.830000 sec): 2 clusters
  Score: Raw -456809.648152 + Penalty 1368.646964 = -455441.001188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18755.990000 sec): 3 clusters
  Score: Raw -454514.723410 + Penalty 2737.293928 = -451777.429482
  nChanged 1791
		SP:Iteration 1F (18756.170000 sec): 3 clusters
  Score: Raw -455579.811779 + Penalty 2737.293928 = -452842.517851
  nChanged 363
		SP:Iteration 2F (18756.380000 sec): 3 clusters
  Score: Raw -455803.704184 + Penalty 2737.293928 = -453066.410256
  nChanged 243
		SP:Iteration 3F (18756.540000 sec): 3 clusters
  Score: Raw -455930.356601 + Penalty 2737.293928 = -453193.062673
  nChanged 190
		SP:Iteration 4Q (18756.720000 sec): 3 clusters
  Score: Raw -456018.183587 + Penalty 2737.293928 = -453280.889659
  nChanged 152
		SP:Iteration 5Q (18756.860000 sec): 3 clusters
  Score: Raw -456090.478750 + Penalty 2737.293928 = -453353.184823
  nChanged 134
		SP:Iteration 6Q (18756.990000 sec): 3 clusters
  Score: Raw -456148.527691 + Penalty 2737.293928 = -453411.233763
  nChanged 118
		SP:Iteration 7Q (18757.110000 sec): 3 clusters
  Score: Raw -456195.451938 + Penalty 2737.293928 = -453458.158010
  nChanged 113
		SP:Iteration 8Q (18757.280000 sec): 3 clusters
  Score: Raw -456241.666743 + Penalty 2737.293928 = -453504.372815
  nChanged 110
		SP:Iteration 9Q (18757.420000 sec): 3 clusters
  Score: Raw -456295.263033 + Penalty 2737.293928 = -453557.969105
  nChanged 126
		SP:Iteration 10Q (18757.590000 sec): 3 clusters
  Score: Raw -456363.089256 + Penalty 2737.293928 = -453625.795328
  nChanged 123
		SP:Iteration 11Q (18757.720000 sec): 3 clusters
  Score: Raw -456428.398332 + Penalty 2737.293928 = -453691.104404
  nChanged 123
		SP:Iteration 12Q (18757.890000 sec): 3 clusters
  Score: Raw -456509.594654 + Penalty 2737.293928 = -453772.300726
  nChanged 135
		SP:Iteration 13Q (18758.030000 sec): 3 clusters
  Score: Raw -456602.928349 + Penalty 2737.293928 = -453865.634421
  nChanged 125
		SP:Iteration 14Q (18758.160000 sec): 3 clusters
  Score: Raw -456691.703161 + Penalty 2737.293928 = -453954.409233
  nChanged 116
		SP:Iteration 15Q (18758.300000 sec): 3 clusters
  Score: Raw -456782.216180 + Penalty 2737.293928 = -454044.922252
  nChanged 109
		SP:Iteration 16Q (18758.440000 sec): 3 clusters
  Score: Raw -456866.628884 + Penalty 2737.293928 = -454129.334956
  nChanged 95
		SP:Iteration 17Q (18758.640000 sec): 3 clusters
  Score: Raw -456951.300595 + Penalty 2737.293928 = -454214.006667
  nChanged 86
		SP:Iteration 18Q (18758.820000 sec): 3 clusters
  Score: Raw -457028.425044 + Penalty 2737.293928 = -454291.131116
  nChanged 80
		SP:Iteration 19Q (18759.020000 sec): 3 clusters
  Score: Raw -457085.071153 + Penalty 2737.293928 = -454347.777225
  nChanged 62
		SP:Iteration 20F (18759.180000 sec): 3 clusters
  Score: Raw -457135.552034 + Penalty 2737.293928 = -454398.258106
  nChanged 65
		SP:Iteration 21Q (18759.350000 sec): 3 clusters
  Score: Raw -457193.357365 + Penalty 2737.293928 = -454456.063437
  nChanged 61
		SP:Iteration 22Q (18759.570000 sec): 3 clusters
  Score: Raw -457243.191206 + Penalty 2737.293928 = -454505.897278
  nChanged 54
		SP:Iteration 23Q (18759.720000 sec): 3 clusters
  Score: Raw -457297.963603 + Penalty 2737.293928 = -454560.669675
  nChanged 51
		SP:Iteration 24Q (18759.920000 sec): 3 clusters
  Score: Raw -457353.000973 + Penalty 2737.293928 = -454615.707046
  nChanged 53
		SP:Iteration 25Q (18760.110000 sec): 3 clusters
  Score: Raw -457415.647788 + Penalty 2737.293928 = -454678.353860
  nChanged 41
		SP:Iteration 26Q (18760.270000 sec): 3 clusters
  Score: Raw -457462.906926 + Penalty 2737.293928 = -454725.612998
  nChanged 33
		SP:Iteration 27Q (18760.470000 sec): 3 clusters
  Score: Raw -457496.083903 + Penalty 2737.293928 = -454758.789975
  nChanged 23
		SP:Iteration 28Q (18760.700000 sec): 3 clusters
  Score: Raw -457508.453387 + Penalty 2737.293928 = -454771.159459
  nChanged 18
		SP:Iteration 29Q (18760.850000 sec): 3 clusters
  Score: Raw -457516.957259 + Penalty 2737.293928 = -454779.663331
  nChanged 13
		SP:Iteration 30Q (18761.030000 sec): 3 clusters
  Score: Raw -457522.635987 + Penalty 2737.293928 = -454785.342059
  nChanged 4
		SP:Iteration 31Q (18761.220000 sec): 3 clusters
  Score: Raw -457524.942020 + Penalty 2737.293928 = -454787.648093
  nChanged 4
		SP:Iteration 32Q (18761.410000 sec): 3 clusters
  Score: Raw -457526.894084 + Penalty 2737.293928 = -454789.600156
  nChanged 1
		SP:Iteration 33Q (18761.580000 sec): 3 clusters
  Score: Raw -457527.109473 + Penalty 2737.293928 = -454789.815545
  nChanged 2
		SP:Iteration 34Q (18761.720000 sec): 3 clusters
  Score: Raw -457527.612721 + Penalty 2737.293928 = -454790.318793
  nChanged 3
		SP:Iteration 35Q (18761.910000 sec): 3 clusters
  Score: Raw -457529.101100 + Penalty 2737.293928 = -454791.807172
  nChanged 4
		SP:Iteration 36Q (18762.090000 sec): 3 clusters
  Score: Raw -457530.566991 + Penalty 2737.293928 = -454793.273064
  nChanged 2
		SP:Iteration 37Q (18762.280000 sec): 3 clusters
  Score: Raw -457531.483408 + Penalty 2737.293928 = -454794.189480
  nChanged 1
		SP:Iteration 38Q (18762.490000 sec): 3 clusters
  Score: Raw -457531.842155 + Penalty 2737.293928 = -454794.548227
  nChanged 1
		SP:Iteration 39Q (18762.650000 sec): 3 clusters
  Score: Raw -457532.330277 + Penalty 2737.293928 = -454795.036349
  nChanged 0
		SP:Iteration 40F (18762.830000 sec): 3 clusters
  Score: Raw -457532.330277 + Penalty 2737.293928 = -454795.036349
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 54 (5343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18762.930000 sec): 2 clusters
  Score: Raw -573149.600921 + Penalty 1394.825668 = -571754.775253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18763.160000 sec): 3 clusters
  Score: Raw -570349.284311 + Penalty 2789.651336 = -567559.632976
  nChanged 2193
		SP:Iteration 1F (18763.340000 sec): 3 clusters
  Score: Raw -571543.097682 + Penalty 2789.651336 = -568753.446346
  nChanged 357
		SP:Iteration 2F (18763.530000 sec): 3 clusters
  Score: Raw -571755.023590 + Penalty 2789.651336 = -568965.372254
  nChanged 320
		SP:Iteration 3F (18763.780000 sec): 3 clusters
  Score: Raw -571944.079086 + Penalty 2789.651336 = -569154.427750
  nChanged 273
		SP:Iteration 4F (18763.950000 sec): 3 clusters
  Score: Raw -572095.860610 + Penalty 2789.651336 = -569306.209275
  nChanged 234
		SP:Iteration 5Q (18764.160000 sec): 3 clusters
  Score: Raw -572234.904954 + Penalty 2789.651336 = -569445.253618
  nChanged 201
		SP:Iteration 6Q (18764.340000 sec): 3 clusters
  Score: Raw -572340.570277 + Penalty 2789.651336 = -569550.918941
  nChanged 183
		SP:Iteration 7Q (18764.530000 sec): 3 clusters
  Score: Raw -572432.587745 + Penalty 2789.651336 = -569642.936410
  nChanged 169
		SP:Iteration 8Q (18764.770000 sec): 3 clusters
  Score: Raw -572520.030617 + Penalty 2789.651336 = -569730.379282
  nChanged 137
		SP:Iteration 9Q (18764.980000 sec): 3 clusters
  Score: Raw -572586.883159 + Penalty 2789.651336 = -569797.231823
  nChanged 112
		SP:Iteration 10Q (18765.170000 sec): 3 clusters
  Score: Raw -572639.094237 + Penalty 2789.651336 = -569849.442901
  nChanged 114
		SP:Iteration 11Q (18765.360000 sec): 3 clusters
  Score: Raw -572685.392987 + Penalty 2789.651336 = -569895.741651
  nChanged 102
		SP:Iteration 12Q (18765.550000 sec): 3 clusters
  Score: Raw -572731.424945 + Penalty 2789.651336 = -569941.773609
  nChanged 100
		SP:Iteration 13Q (18765.710000 sec): 3 clusters
  Score: Raw -572775.788154 + Penalty 2789.651336 = -569986.136818
  nChanged 90
		SP:Iteration 14Q (18765.930000 sec): 3 clusters
  Score: Raw -572819.149848 + Penalty 2789.651336 = -570029.498512
  nChanged 79
		SP:Iteration 15Q (18766.110000 sec): 3 clusters
  Score: Raw -572859.179536 + Penalty 2789.651336 = -570069.528200
  nChanged 92
		SP:Iteration 16Q (18766.300000 sec): 3 clusters
  Score: Raw -572905.466712 + Penalty 2789.651336 = -570115.815376
  nChanged 102
		SP:Iteration 17Q (18766.510000 sec): 3 clusters
  Score: Raw -572951.237149 + Penalty 2789.651336 = -570161.585813
  nChanged 83
		SP:Iteration 18Q (18766.730000 sec): 3 clusters
  Score: Raw -572981.943426 + Penalty 2789.651336 = -570192.292090
  nChanged 60
		SP:Iteration 19Q (18766.940000 sec): 3 clusters
  Score: Raw -573009.252867 + Penalty 2789.651336 = -570219.601531
  nChanged 58
		SP:Iteration 20F (18767.120000 sec): 3 clusters
  Score: Raw -573032.163702 + Penalty 2789.651336 = -570242.512366
  nChanged 67
		SP:Iteration 21Q (18767.310000 sec): 3 clusters
  Score: Raw -573060.692444 + Penalty 2789.651336 = -570271.041108
  nChanged 55
		SP:Iteration 22Q (18767.520000 sec): 3 clusters
  Score: Raw -573082.927446 + Penalty 2789.651336 = -570293.276110
  nChanged 50
		SP:Iteration 23Q (18767.740000 sec): 3 clusters
  Score: Raw -573099.467390 + Penalty 2789.651336 = -570309.816054
  nChanged 48
		SP:Iteration 24Q (18767.970000 sec): 3 clusters
  Score: Raw -573114.154336 + Penalty 2789.651336 = -570324.503000
  nChanged 32
		SP:Iteration 25Q (18768.170000 sec): 3 clusters
  Score: Raw -573124.086131 + Penalty 2789.651336 = -570334.434795
  nChanged 32
		SP:Iteration 26Q (18768.380000 sec): 3 clusters
  Score: Raw -573131.617746 + Penalty 2789.651336 = -570341.966411
  nChanged 20
		SP:Iteration 27Q (18768.620000 sec): 3 clusters
  Score: Raw -573136.190449 + Penalty 2789.651336 = -570346.539113
  nChanged 13
		SP:Iteration 28Q (18768.820000 sec): 3 clusters
  Score: Raw -573140.416603 + Penalty 2789.651336 = -570350.765267
  nChanged 16
		SP:Iteration 29Q (18769.030000 sec): 3 clusters
  Score: Raw -573145.123489 + Penalty 2789.651336 = -570355.472153
  nChanged 18
		SP:Iteration 30Q (18769.200000 sec): 3 clusters
  Score: Raw -573149.605291 + Penalty 2789.651336 = -570359.953955
  nChanged 12
		SP:Iteration 31Q (18769.390000 sec): 3 clusters
  Score: Raw -573152.172075 + Penalty 2789.651336 = -570362.520739
  nChanged 10
		SP:Iteration 32Q (18769.580000 sec): 3 clusters
  Score: Raw -573153.981811 + Penalty 2789.651336 = -570364.330475
  nChanged 4
		SP:Iteration 33Q (18769.780000 sec): 3 clusters
  Score: Raw -573155.120153 + Penalty 2789.651336 = -570365.468817
  nChanged 4
		SP:Iteration 34Q (18769.950000 sec): 3 clusters
  Score: Raw -573155.829332 + Penalty 2789.651336 = -570366.177996
  nChanged 2
		SP:Iteration 35Q (18770.160000 sec): 3 clusters
  Score: Raw -573156.057794 + Penalty 2789.651336 = -570366.406458
  nChanged 2
		SP:Iteration 36Q (18770.370000 sec): 3 clusters
  Score: Raw -573156.339956 + Penalty 2789.651336 = -570366.688620
  nChanged 2
		SP:Iteration 37Q (18770.570000 sec): 3 clusters
  Score: Raw -573156.638565 + Penalty 2789.651336 = -570366.987229
  nChanged 2
		SP:Iteration 38Q (18770.720000 sec): 3 clusters
  Score: Raw -573156.957766 + Penalty 2789.651336 = -570367.306431
  nChanged 1
		SP:Iteration 39Q (18770.900000 sec): 3 clusters
  Score: Raw -573157.186313 + Penalty 2789.651336 = -570367.534977
  nChanged 0
		SP:Iteration 40F (18771.130000 sec): 3 clusters
  Score: Raw -573157.186313 + Penalty 2789.651336 = -570367.534977
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 55 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18771.230000 sec): 2 clusters
  Score: Raw -172074.049789 + Penalty 1223.004073 = -170851.045716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18771.430000 sec): 3 clusters
  Score: Raw -171310.298791 + Penalty 2446.008147 = -168864.290644
  nChanged 628
		SP:Iteration 1F (18771.680000 sec): 3 clusters
  Score: Raw -171763.965774 + Penalty 2446.008147 = -169317.957627
  nChanged 174
		SP:Iteration 2F (18771.850000 sec): 3 clusters
  Score: Raw -171931.112625 + Penalty 2446.008147 = -169485.104479
  nChanged 128
		SP:Iteration 3F (18772.030000 sec): 3 clusters
  Score: Raw -172052.939548 + Penalty 2446.008147 = -169606.931401
  nChanged 87
		SP:Iteration 4Q (18772.200000 sec): 3 clusters
  Score: Raw -172130.282838 + Penalty 2446.008147 = -169684.274691
  nChanged 56
		SP:Iteration 5Q (18772.390000 sec): 3 clusters
  Score: Raw -172178.286651 + Penalty 2446.008147 = -169732.278504
  nChanged 43
		SP:Iteration 6Q (18772.550000 sec): 3 clusters
  Score: Raw -172201.514605 + Penalty 2446.008147 = -169755.506458
  nChanged 30
		SP:Iteration 7Q (18772.740000 sec): 3 clusters
  Score: Raw -172216.539471 + Penalty 2446.008147 = -169770.531325
  nChanged 17
		SP:Iteration 8Q (18772.950000 sec): 3 clusters
  Score: Raw -172229.148099 + Penalty 2446.008147 = -169783.139952
  nChanged 15
		SP:Iteration 9Q (18773.130000 sec): 3 clusters
  Score: Raw -172239.615536 + Penalty 2446.008147 = -169793.607389
  nChanged 12
		SP:Iteration 10Q (18773.320000 sec): 3 clusters
  Score: Raw -172246.145065 + Penalty 2446.008147 = -169800.136918
  nChanged 6
		SP:Iteration 11Q (18773.480000 sec): 3 clusters
  Score: Raw -172250.423907 + Penalty 2446.008147 = -169804.415760
  nChanged 10
		SP:Iteration 12Q (18773.610000 sec): 3 clusters
  Score: Raw -172256.249386 + Penalty 2446.008147 = -169810.241239
  nChanged 11
		SP:Iteration 13Q (18773.730000 sec): 3 clusters
  Score: Raw -172263.359825 + Penalty 2446.008147 = -169817.351678
  nChanged 12
		SP:Iteration 14Q (18773.910000 sec): 3 clusters
  Score: Raw -172271.701595 + Penalty 2446.008147 = -169825.693448
  nChanged 15
		SP:Iteration 15Q (18774.080000 sec): 3 clusters
  Score: Raw -172280.304782 + Penalty 2446.008147 = -169834.296635
  nChanged 11
		SP:Iteration 16Q (18774.230000 sec): 3 clusters
  Score: Raw -172287.213215 + Penalty 2446.008147 = -169841.205069
  nChanged 7
		SP:Iteration 17Q (18774.410000 sec): 3 clusters
  Score: Raw -172291.954199 + Penalty 2446.008147 = -169845.946052
  nChanged 7
		SP:Iteration 18Q (18774.630000 sec): 3 clusters
  Score: Raw -172297.022588 + Penalty 2446.008147 = -169851.014441
  nChanged 8
		SP:Iteration 19Q (18774.760000 sec): 3 clusters
  Score: Raw -172299.991831 + Penalty 2446.008147 = -169853.983684
  nChanged 4
		SP:Iteration 20F (18774.870000 sec): 3 clusters
  Score: Raw -172301.756036 + Penalty 2446.008147 = -169855.747889
  nChanged 1
		SP:Iteration 21Q (18775.080000 sec): 3 clusters
  Score: Raw -172302.004191 + Penalty 2446.008147 = -169855.996045
  nChanged 0
		SP:Iteration 22F (18775.260000 sec): 3 clusters
  Score: Raw -172302.004191 + Penalty 2446.008147 = -169855.996045
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 56 (2109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18775.360000 sec): 2 clusters
  Score: Raw -221653.439659 + Penalty 1243.769992 = -220409.669667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18775.530000 sec): 3 clusters
  Score: Raw -220738.967163 + Penalty 2487.539984 = -218251.427179
  nChanged 733
		SP:Iteration 1F (18775.740000 sec): 3 clusters
  Score: Raw -221146.019704 + Penalty 2487.539984 = -218658.479721
  nChanged 151
		SP:Iteration 2F (18775.920000 sec): 3 clusters
  Score: Raw -221256.735139 + Penalty 2487.539984 = -218769.195155
  nChanged 95
		SP:Iteration 3Q (18776.110000 sec): 3 clusters
  Score: Raw -221324.673637 + Penalty 2487.539984 = -218837.133653
  nChanged 81
		SP:Iteration 4Q (18776.310000 sec): 3 clusters
  Score: Raw -221378.356909 + Penalty 2487.539984 = -218890.816925
  nChanged 63
		SP:Iteration 5Q (18776.490000 sec): 3 clusters
  Score: Raw -221427.842882 + Penalty 2487.539984 = -218940.302899
  nChanged 57
		SP:Iteration 6Q (18776.700000 sec): 3 clusters
  Score: Raw -221462.844867 + Penalty 2487.539984 = -218975.304883
  nChanged 47
		SP:Iteration 7Q (18776.860000 sec): 3 clusters
  Score: Raw -221496.080000 + Penalty 2487.539984 = -219008.540016
  nChanged 45
		SP:Iteration 8Q (18777.080000 sec): 3 clusters
  Score: Raw -221524.231422 + Penalty 2487.539984 = -219036.691438
  nChanged 39
		SP:Iteration 9Q (18777.240000 sec): 3 clusters
  Score: Raw -221543.525122 + Penalty 2487.539984 = -219055.985138
  nChanged 22
		SP:Iteration 10Q (18777.400000 sec): 3 clusters
  Score: Raw -221551.723515 + Penalty 2487.539984 = -219064.183532
  nChanged 20
		SP:Iteration 11Q (18777.580000 sec): 3 clusters
  Score: Raw -221561.914845 + Penalty 2487.539984 = -219074.374862
  nChanged 18
		SP:Iteration 12Q (18777.740000 sec): 3 clusters
  Score: Raw -221568.613071 + Penalty 2487.539984 = -219081.073087
  nChanged 12
		SP:Iteration 13Q (18777.900000 sec): 3 clusters
  Score: Raw -221572.136121 + Penalty 2487.539984 = -219084.596137
  nChanged 9
		SP:Iteration 14Q (18778.090000 sec): 3 clusters
  Score: Raw -221575.089396 + Penalty 2487.539984 = -219087.549412
  nChanged 12
		SP:Iteration 15Q (18778.260000 sec): 3 clusters
  Score: Raw -221579.662157 + Penalty 2487.539984 = -219092.122173
  nChanged 9
		SP:Iteration 16Q (18778.420000 sec): 3 clusters
  Score: Raw -221583.223043 + Penalty 2487.539984 = -219095.683059
  nChanged 5
		SP:Iteration 17Q (18778.580000 sec): 3 clusters
  Score: Raw -221586.104395 + Penalty 2487.539984 = -219098.564411
  nChanged 7
		SP:Iteration 18Q (18778.780000 sec): 3 clusters
  Score: Raw -221590.888461 + Penalty 2487.539984 = -219103.348478
  nChanged 7
		SP:Iteration 19Q (18778.960000 sec): 3 clusters
  Score: Raw -221594.107880 + Penalty 2487.539984 = -219106.567896
  nChanged 5
		SP:Iteration 20F (18779.150000 sec): 3 clusters
  Score: Raw -221596.162058 + Penalty 2487.539984 = -219108.622074
  nChanged 4
		SP:Iteration 21Q (18779.330000 sec): 3 clusters
  Score: Raw -221597.779090 + Penalty 2487.539984 = -219110.239106
  nChanged 9
		SP:Iteration 22Q (18779.540000 sec): 3 clusters
  Score: Raw -221601.089862 + Penalty 2487.539984 = -219113.549878
  nChanged 10
		SP:Iteration 23Q (18779.700000 sec): 3 clusters
  Score: Raw -221604.645969 + Penalty 2487.539984 = -219117.105985
  nChanged 9
		SP:Iteration 24Q (18779.860000 sec): 3 clusters
  Score: Raw -221609.902642 + Penalty 2487.539984 = -219122.362659
  nChanged 11
		SP:Iteration 25Q (18780.000000 sec): 3 clusters
  Score: Raw -221613.711487 + Penalty 2487.539984 = -219126.171504
  nChanged 11
		SP:Iteration 26Q (18780.180000 sec): 3 clusters
  Score: Raw -221616.668974 + Penalty 2487.539984 = -219129.128990
  nChanged 7
		SP:Iteration 27Q (18780.390000 sec): 3 clusters
  Score: Raw -221619.031679 + Penalty 2487.539984 = -219131.491695
  nChanged 8
		SP:Iteration 28Q (18780.530000 sec): 3 clusters
  Score: Raw -221622.236153 + Penalty 2487.539984 = -219134.696170
  nChanged 10
		SP:Iteration 29Q (18780.760000 sec): 3 clusters
  Score: Raw -221627.780205 + Penalty 2487.539984 = -219140.240221
  nChanged 13
		SP:Iteration 30Q (18780.940000 sec): 3 clusters
  Score: Raw -221636.118014 + Penalty 2487.539984 = -219148.578030
  nChanged 14
		SP:Iteration 31Q (18781.140000 sec): 3 clusters
  Score: Raw -221643.710856 + Penalty 2487.539984 = -219156.170873
  nChanged 14
		SP:Iteration 32Q (18781.280000 sec): 3 clusters
  Score: Raw -221652.124251 + Penalty 2487.539984 = -219164.584267
  nChanged 18
		SP:Iteration 33Q (18781.490000 sec): 3 clusters
  Score: Raw -221661.851327 + Penalty 2487.539984 = -219174.311343
  nChanged 18
		SP:Iteration 34Q (18781.680000 sec): 3 clusters
  Score: Raw -221671.566040 + Penalty 2487.539984 = -219184.026056
  nChanged 14
		SP:Iteration 35Q (18781.840000 sec): 3 clusters
  Score: Raw -221678.104913 + Penalty 2487.539984 = -219190.564929
  nChanged 15
		SP:Iteration 36Q (18782.010000 sec): 3 clusters
  Score: Raw -221684.564289 + Penalty 2487.539984 = -219197.024305
  nChanged 9
		SP:Iteration 37Q (18782.160000 sec): 3 clusters
  Score: Raw -221690.182536 + Penalty 2487.539984 = -219202.642552
  nChanged 14
		SP:Iteration 38Q (18782.330000 sec): 3 clusters
  Score: Raw -221698.045432 + Penalty 2487.539984 = -219210.505449
  nChanged 13
		SP:Iteration 39Q (18782.530000 sec): 3 clusters
  Score: Raw -221707.562562 + Penalty 2487.539984 = -219220.022578
  nChanged 12
		SP:Iteration 40F (18782.670000 sec): 3 clusters
  Score: Raw -221716.231852 + Penalty 2487.539984 = -219228.691869
  nChanged 12
		SP:Iteration 41Q (18782.860000 sec): 3 clusters
  Score: Raw -221725.139964 + Penalty 2487.539984 = -219237.599980
  nChanged 15
		SP:Iteration 42Q (18783.060000 sec): 3 clusters
  Score: Raw -221736.266557 + Penalty 2487.539984 = -219248.726574
  nChanged 14
		SP:Iteration 43Q (18783.250000 sec): 3 clusters
  Score: Raw -221747.752698 + Penalty 2487.539984 = -219260.212714
  nChanged 18
		SP:Iteration 44Q (18783.420000 sec): 3 clusters
  Score: Raw -221757.869553 + Penalty 2487.539984 = -219270.329569
  nChanged 5
		SP:Iteration 45Q (18783.600000 sec): 3 clusters
  Score: Raw -221759.790922 + Penalty 2487.539984 = -219272.250938
  nChanged 4
		SP:Iteration 46Q (18783.820000 sec): 3 clusters
  Score: Raw -221761.588696 + Penalty 2487.539984 = -219274.048713
  nChanged 5
		SP:Iteration 47Q (18783.980000 sec): 3 clusters
  Score: Raw -221763.913765 + Penalty 2487.539984 = -219276.373781
  nChanged 4
		SP:Iteration 48Q (18784.140000 sec): 3 clusters
  Score: Raw -221765.455302 + Penalty 2487.539984 = -219277.915319
  nChanged 3
		SP:Iteration 49Q (18784.350000 sec): 3 clusters
  Score: Raw -221768.415592 + Penalty 2487.539984 = -219280.875608
  nChanged 4
		SP:Iteration 50Q (18784.500000 sec): 3 clusters
  Score: Raw -221770.114042 + Penalty 2487.539984 = -219282.574058
  nChanged 4
		SP:Iteration 51Q (18784.680000 sec): 3 clusters
  Score: Raw -221773.122630 + Penalty 2487.539984 = -219285.582646
  nChanged 7
		SP:Iteration 52Q (18784.820000 sec): 3 clusters
  Score: Raw -221776.261263 + Penalty 2487.539984 = -219288.721279
  nChanged 2
		SP:Iteration 53Q (18785.040000 sec): 3 clusters
  Score: Raw -221777.487150 + Penalty 2487.539984 = -219289.947167
  nChanged 3
		SP:Iteration 54Q (18785.200000 sec): 3 clusters
  Score: Raw -221779.267506 + Penalty 2487.539984 = -219291.727523
  nChanged 2
		SP:Iteration 55Q (18785.410000 sec): 3 clusters
  Score: Raw -221780.937292 + Penalty 2487.539984 = -219293.397309
  nChanged 3
		SP:Iteration 56Q (18785.550000 sec): 3 clusters
  Score: Raw -221782.275000 + Penalty 2487.539984 = -219294.735017
  nChanged 1
		SP:Iteration 57Q (18785.750000 sec): 3 clusters
  Score: Raw -221782.884941 + Penalty 2487.539984 = -219295.344957
  nChanged 2
		SP:Iteration 58Q (18785.920000 sec): 3 clusters
  Score: Raw -221784.043815 + Penalty 2487.539984 = -219296.503831
  nChanged 3
		SP:Iteration 59Q (18786.170000 sec): 3 clusters
  Score: Raw -221786.249862 + Penalty 2487.539984 = -219298.709878
  nChanged 4
		SP:Iteration 60F (18786.350000 sec): 3 clusters
  Score: Raw -221788.910294 + Penalty 2487.539984 = -219301.370311
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 57 (1895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18786.400000 sec): 2 clusters
  Score: Raw -182529.942903 + Penalty 1226.383294 = -181303.559609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18786.590000 sec): 3 clusters
  Score: Raw -181711.935990 + Penalty 2452.766588 = -179259.169402
  nChanged 659
		SP:Iteration 1F (18786.700000 sec): 3 clusters
  Score: Raw -182183.628076 + Penalty 2452.766588 = -179730.861488
  nChanged 185
		SP:Iteration 2F (18786.860000 sec): 3 clusters
  Score: Raw -182334.911169 + Penalty 2452.766588 = -179882.144580
  nChanged 95
		SP:Iteration 3F (18787.050000 sec): 3 clusters
  Score: Raw -182413.962414 + Penalty 2452.766588 = -179961.195826
  nChanged 69
		SP:Iteration 4Q (18787.230000 sec): 3 clusters
  Score: Raw -182461.871489 + Penalty 2452.766588 = -180009.104901
  nChanged 47
		SP:Iteration 5Q (18787.450000 sec): 3 clusters
  Score: Raw -182494.792815 + Penalty 2452.766588 = -180042.026227
  nChanged 41
		SP:Iteration 6Q (18787.640000 sec): 3 clusters
  Score: Raw -182520.441250 + Penalty 2452.766588 = -180067.674662
  nChanged 32
		SP:Iteration 7Q (18787.850000 sec): 3 clusters
  Score: Raw -182540.146772 + Penalty 2452.766588 = -180087.380184
  nChanged 30
		SP:Iteration 8Q (18788.000000 sec): 3 clusters
  Score: Raw -182559.546749 + Penalty 2452.766588 = -180106.780161
  nChanged 25
		SP:Iteration 9Q (18788.170000 sec): 3 clusters
  Score: Raw -182579.482198 + Penalty 2452.766588 = -180126.715610
  nChanged 27
		SP:Iteration 10Q (18788.330000 sec): 3 clusters
  Score: Raw -182595.836478 + Penalty 2452.766588 = -180143.069890
  nChanged 21
		SP:Iteration 11Q (18788.520000 sec): 3 clusters
  Score: Raw -182607.362063 + Penalty 2452.766588 = -180154.595475
  nChanged 14
		SP:Iteration 12Q (18788.710000 sec): 3 clusters
  Score: Raw -182615.565462 + Penalty 2452.766588 = -180162.798874
  nChanged 9
		SP:Iteration 13Q (18788.870000 sec): 3 clusters
  Score: Raw -182621.537739 + Penalty 2452.766588 = -180168.771151
  nChanged 12
		SP:Iteration 14Q (18789.060000 sec): 3 clusters
  Score: Raw -182629.146273 + Penalty 2452.766588 = -180176.379685
  nChanged 11
		SP:Iteration 15Q (18789.250000 sec): 3 clusters
  Score: Raw -182637.731665 + Penalty 2452.766588 = -180184.965077
  nChanged 17
		SP:Iteration 16Q (18789.440000 sec): 3 clusters
  Score: Raw -182648.750716 + Penalty 2452.766588 = -180195.984127
  nChanged 14
		SP:Iteration 17Q (18789.620000 sec): 3 clusters
  Score: Raw -182657.282528 + Penalty 2452.766588 = -180204.515940
  nChanged 14
		SP:Iteration 18Q (18789.810000 sec): 3 clusters
  Score: Raw -182663.218055 + Penalty 2452.766588 = -180210.451467
  nChanged 4
		SP:Iteration 19Q (18789.960000 sec): 3 clusters
  Score: Raw -182666.855692 + Penalty 2452.766588 = -180214.089103
  nChanged 5
		SP:Iteration 20F (18790.180000 sec): 3 clusters
  Score: Raw -182669.453023 + Penalty 2452.766588 = -180216.686435
  nChanged 4
		SP:Iteration 21Q (18790.320000 sec): 3 clusters
  Score: Raw -182670.996588 + Penalty 2452.766588 = -180218.230000
  nChanged 2
		SP:Iteration 22Q (18790.470000 sec): 3 clusters
  Score: Raw -182672.382500 + Penalty 2452.766588 = -180219.615912
  nChanged 10
		SP:Iteration 23Q (18790.580000 sec): 3 clusters
  Score: Raw -182677.584756 + Penalty 2452.766588 = -180224.818167
  nChanged 7
		SP:Iteration 24Q (18790.750000 sec): 3 clusters
  Score: Raw -182682.276889 + Penalty 2452.766588 = -180229.510301
  nChanged 5
		SP:Iteration 25Q (18790.990000 sec): 3 clusters
  Score: Raw -182684.703936 + Penalty 2452.766588 = -180231.937348
  nChanged 1
		SP:Iteration 26Q (18791.120000 sec): 3 clusters
  Score: Raw -182685.324510 + Penalty 2452.766588 = -180232.557922
  nChanged 1
		SP:Iteration 27Q (18791.250000 sec): 3 clusters
  Score: Raw -182685.683927 + Penalty 2452.766588 = -180232.917339
  nChanged 0
		SP:Iteration 28F (18791.410000 sec): 3 clusters
  Score: Raw -182685.683927 + Penalty 2452.766588 = -180232.917339
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 58 (61369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18791.770000 sec): 2 clusters
  Score: Raw -6169232.831365 + Penalty 1791.507266 = -6167441.324099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18792.320000 sec): 3 clusters
  Score: Raw -6129951.832362 + Penalty 3583.014533 = -6126368.817829
  nChanged 28900
		SP:Iteration 1F (18792.840000 sec): 3 clusters
  Score: Raw -6146954.499075 + Penalty 3583.014533 = -6143371.484542
  nChanged 3432
		SP:Iteration 2F (18793.320000 sec): 3 clusters
  Score: Raw -6148719.906033 + Penalty 3583.014533 = -6145136.891500
  nChanged 4335
		SP:Iteration 3F (18793.830000 sec): 3 clusters
  Score: Raw -6151580.321353 + Penalty 3583.014533 = -6147997.306820
  nChanged 4991
		SP:Iteration 4F (18794.320000 sec): 3 clusters
  Score: Raw -6155445.855453 + Penalty 3583.014533 = -6151862.840920
  nChanged 5012
		SP:Iteration 5F (18794.850000 sec): 3 clusters
  Score: Raw -6159660.069374 + Penalty 3583.014533 = -6156077.054841
  nChanged 4259
		SP:Iteration 6F (18795.310000 sec): 3 clusters
  Score: Raw -6163290.366687 + Penalty 3583.014533 = -6159707.352154
  nChanged 3109
		SP:Iteration 7F (18795.840000 sec): 3 clusters
  Score: Raw -6165884.435177 + Penalty 3583.014533 = -6162301.420644
  nChanged 2047
		SP:Iteration 8Q (18796.370000 sec): 3 clusters
  Score: Raw -6167435.246895 + Penalty 3583.014533 = -6163852.232362
  nChanged 1297
		SP:Iteration 9Q (18796.750000 sec): 3 clusters
  Score: Raw -6168343.153035 + Penalty 3583.014533 = -6164760.138502
  nChanged 786
		SP:Iteration 10Q (18797.120000 sec): 3 clusters
  Score: Raw -6168843.135272 + Penalty 3583.014533 = -6165260.120740
  nChanged 464
		SP:Iteration 11Q (18797.570000 sec): 3 clusters
  Score: Raw -6169108.393304 + Penalty 3583.014533 = -6165525.378771
  nChanged 276
		SP:Iteration 12Q (18797.980000 sec): 3 clusters
  Score: Raw -6169252.029936 + Penalty 3583.014533 = -6165669.015403
  nChanged 180
		SP:Iteration 13Q (18798.340000 sec): 3 clusters
  Score: Raw -6169337.173717 + Penalty 3583.014533 = -6165754.159184
  nChanged 129
		SP:Iteration 14Q (18798.800000 sec): 3 clusters
  Score: Raw -6169395.967334 + Penalty 3583.014533 = -6165812.952801
  nChanged 94
		SP:Iteration 15Q (18799.240000 sec): 3 clusters
  Score: Raw -6169434.482589 + Penalty 3583.014533 = -6165851.468056
  nChanged 70
		SP:Iteration 16Q (18799.720000 sec): 3 clusters
  Score: Raw -6169466.217098 + Penalty 3583.014533 = -6165883.202565
  nChanged 65
		SP:Iteration 17Q (18800.160000 sec): 3 clusters
  Score: Raw -6169495.529921 + Penalty 3583.014533 = -6165912.515388
  nChanged 53
		SP:Iteration 18Q (18800.640000 sec): 3 clusters
  Score: Raw -6169521.475513 + Penalty 3583.014533 = -6165938.460980
  nChanged 32
		SP:Iteration 19Q (18801.050000 sec): 3 clusters
  Score: Raw -6169536.078701 + Penalty 3583.014533 = -6165953.064168
  nChanged 36
		SP:Iteration 20F (18801.510000 sec): 3 clusters
  Score: Raw -6169550.290554 + Penalty 3583.014533 = -6165967.276021
  nChanged 31
		SP:Iteration 21Q (18801.960000 sec): 3 clusters
  Score: Raw -6169561.975386 + Penalty 3583.014533 = -6165978.960854
  nChanged 21
		SP:Iteration 22Q (18802.370000 sec): 3 clusters
  Score: Raw -6169574.117992 + Penalty 3583.014533 = -6165991.103459
  nChanged 39
		SP:Iteration 23Q (18802.810000 sec): 3 clusters
  Score: Raw -6169597.794497 + Penalty 3583.014533 = -6166014.779964
  nChanged 33
		SP:Iteration 24Q (18803.280000 sec): 3 clusters
  Score: Raw -6169615.074098 + Penalty 3583.014533 = -6166032.059565
  nChanged 30
		SP:Iteration 25Q (18803.700000 sec): 3 clusters
  Score: Raw -6169627.931945 + Penalty 3583.014533 = -6166044.917412
  nChanged 22
		SP:Iteration 26Q (18804.170000 sec): 3 clusters
  Score: Raw -6169635.897867 + Penalty 3583.014533 = -6166052.883335
  nChanged 18
		SP:Iteration 27Q (18804.620000 sec): 3 clusters
  Score: Raw -6169642.104599 + Penalty 3583.014533 = -6166059.090066
  nChanged 16
		SP:Iteration 28Q (18805.130000 sec): 3 clusters
  Score: Raw -6169648.961473 + Penalty 3583.014533 = -6166065.946941
  nChanged 13
		SP:Iteration 29Q (18805.530000 sec): 3 clusters
  Score: Raw -6169652.792777 + Penalty 3583.014533 = -6166069.778244
  nChanged 6
		SP:Iteration 30Q (18806.010000 sec): 3 clusters
  Score: Raw -6169654.128661 + Penalty 3583.014533 = -6166071.114128
  nChanged 5
		SP:Iteration 31Q (18806.430000 sec): 3 clusters
  Score: Raw -6169655.828866 + Penalty 3583.014533 = -6166072.814333
  nChanged 9
		SP:Iteration 32Q (18806.880000 sec): 3 clusters
  Score: Raw -6169658.943173 + Penalty 3583.014533 = -6166075.928641
  nChanged 8
		SP:Iteration 33Q (18807.300000 sec): 3 clusters
  Score: Raw -6169662.485826 + Penalty 3583.014533 = -6166079.471293
  nChanged 4
		SP:Iteration 34Q (18807.780000 sec): 3 clusters
  Score: Raw -6169663.830985 + Penalty 3583.014533 = -6166080.816452
  nChanged 4
		SP:Iteration 35Q (18808.160000 sec): 3 clusters
  Score: Raw -6169664.699630 + Penalty 3583.014533 = -6166081.685097
  nChanged 3
		SP:Iteration 36Q (18808.560000 sec): 3 clusters
  Score: Raw -6169665.401790 + Penalty 3583.014533 = -6166082.387257
  nChanged 1
		SP:Iteration 37Q (18809.010000 sec): 3 clusters
  Score: Raw -6169665.529947 + Penalty 3583.014533 = -6166082.515415
  nChanged 0
		SP:Iteration 38F (18809.470000 sec): 3 clusters
  Score: Raw -6169665.529947 + Penalty 3583.014533 = -6166082.515415
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 59 (2391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18809.600000 sec): 2 clusters
  Score: Raw -218470.144106 + Penalty 1264.163382 = -217205.980724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18809.800000 sec): 3 clusters
  Score: Raw -217407.043897 + Penalty 2528.326764 = -214878.717132
  nChanged 877
		SP:Iteration 1F (18809.990000 sec): 3 clusters
  Score: Raw -217999.234082 + Penalty 2528.326764 = -215470.907318
  nChanged 205
		SP:Iteration 2F (18810.180000 sec): 3 clusters
  Score: Raw -218184.822806 + Penalty 2528.326764 = -215656.496041
  nChanged 129
		SP:Iteration 3F (18810.340000 sec): 3 clusters
  Score: Raw -218294.606648 + Penalty 2528.326764 = -215766.279884
  nChanged 111
		SP:Iteration 4Q (18810.580000 sec): 3 clusters
  Score: Raw -218380.079807 + Penalty 2528.326764 = -215851.753042
  nChanged 90
		SP:Iteration 5Q (18810.770000 sec): 3 clusters
  Score: Raw -218441.395529 + Penalty 2528.326764 = -215913.068765
  nChanged 78
		SP:Iteration 6Q (18810.940000 sec): 3 clusters
  Score: Raw -218488.894043 + Penalty 2528.326764 = -215960.567279
  nChanged 60
		SP:Iteration 7Q (18811.140000 sec): 3 clusters
  Score: Raw -218526.844452 + Penalty 2528.326764 = -215998.517687
  nChanged 44
		SP:Iteration 8Q (18811.350000 sec): 3 clusters
  Score: Raw -218552.288922 + Penalty 2528.326764 = -216023.962158
  nChanged 34
		SP:Iteration 9Q (18811.520000 sec): 3 clusters
  Score: Raw -218572.210107 + Penalty 2528.326764 = -216043.883342
  nChanged 37
		SP:Iteration 10Q (18811.740000 sec): 3 clusters
  Score: Raw -218590.909627 + Penalty 2528.326764 = -216062.582862
  nChanged 27
		SP:Iteration 11Q (18811.980000 sec): 3 clusters
  Score: Raw -218604.489233 + Penalty 2528.326764 = -216076.162469
  nChanged 22
		SP:Iteration 12Q (18812.170000 sec): 3 clusters
  Score: Raw -218615.633633 + Penalty 2528.326764 = -216087.306868
  nChanged 19
		SP:Iteration 13Q (18812.370000 sec): 3 clusters
  Score: Raw -218622.751390 + Penalty 2528.326764 = -216094.424625
  nChanged 20
		SP:Iteration 14Q (18812.590000 sec): 3 clusters
  Score: Raw -218632.068635 + Penalty 2528.326764 = -216103.741871
  nChanged 24
		SP:Iteration 15Q (18812.780000 sec): 3 clusters
  Score: Raw -218641.758366 + Penalty 2528.326764 = -216113.431602
  nChanged 19
		SP:Iteration 16Q (18812.970000 sec): 3 clusters
  Score: Raw -218651.930478 + Penalty 2528.326764 = -216123.603713
  nChanged 20
		SP:Iteration 17Q (18813.140000 sec): 3 clusters
  Score: Raw -218661.904340 + Penalty 2528.326764 = -216133.577575
  nChanged 23
		SP:Iteration 18Q (18813.330000 sec): 3 clusters
  Score: Raw -218671.955409 + Penalty 2528.326764 = -216143.628645
  nChanged 20
		SP:Iteration 19Q (18813.530000 sec): 3 clusters
  Score: Raw -218681.485753 + Penalty 2528.326764 = -216153.158989
  nChanged 17
		SP:Iteration 20F (18813.750000 sec): 3 clusters
  Score: Raw -218691.215663 + Penalty 2528.326764 = -216162.888898
  nChanged 19
		SP:Iteration 21Q (18813.920000 sec): 3 clusters
  Score: Raw -218699.837285 + Penalty 2528.326764 = -216171.510521
  nChanged 14
		SP:Iteration 22Q (18814.180000 sec): 3 clusters
  Score: Raw -218704.383947 + Penalty 2528.326764 = -216176.057183
  nChanged 8
		SP:Iteration 23Q (18814.350000 sec): 3 clusters
  Score: Raw -218708.030045 + Penalty 2528.326764 = -216179.703280
  nChanged 5
		SP:Iteration 24Q (18814.550000 sec): 3 clusters
  Score: Raw -218709.656914 + Penalty 2528.326764 = -216181.330150
  nChanged 5
		SP:Iteration 25Q (18814.690000 sec): 3 clusters
  Score: Raw -218711.161106 + Penalty 2528.326764 = -216182.834342
  nChanged 5
		SP:Iteration 26Q (18814.890000 sec): 3 clusters
  Score: Raw -218713.693901 + Penalty 2528.326764 = -216185.367136
  nChanged 8
		SP:Iteration 27Q (18815.050000 sec): 3 clusters
  Score: Raw -218717.079801 + Penalty 2528.326764 = -216188.753036
  nChanged 6
		SP:Iteration 28Q (18815.250000 sec): 3 clusters
  Score: Raw -218718.977833 + Penalty 2528.326764 = -216190.651068
  nChanged 4
		SP:Iteration 29Q (18815.410000 sec): 3 clusters
  Score: Raw -218720.240805 + Penalty 2528.326764 = -216191.914041
  nChanged 4
		SP:Iteration 30Q (18815.590000 sec): 3 clusters
  Score: Raw -218722.874101 + Penalty 2528.326764 = -216194.547336
  nChanged 6
		SP:Iteration 31Q (18815.770000 sec): 3 clusters
  Score: Raw -218725.319732 + Penalty 2528.326764 = -216196.992968
  nChanged 5
		SP:Iteration 32Q (18816.000000 sec): 3 clusters
  Score: Raw -218727.795223 + Penalty 2528.326764 = -216199.468458
  nChanged 6
		SP:Iteration 33Q (18816.190000 sec): 3 clusters
  Score: Raw -218730.599366 + Penalty 2528.326764 = -216202.272602
  nChanged 6
		SP:Iteration 34Q (18816.420000 sec): 3 clusters
  Score: Raw -218733.631350 + Penalty 2528.326764 = -216205.304586
  nChanged 9
		SP:Iteration 35Q (18816.700000 sec): 3 clusters
  Score: Raw -218737.242163 + Penalty 2528.326764 = -216208.915399
  nChanged 5
		SP:Iteration 36Q (18816.850000 sec): 3 clusters
  Score: Raw -218740.298374 + Penalty 2528.326764 = -216211.971610
  nChanged 3
		SP:Iteration 37Q (18817.040000 sec): 3 clusters
  Score: Raw -218741.553400 + Penalty 2528.326764 = -216213.226636
  nChanged 2
		SP:Iteration 38Q (18817.250000 sec): 3 clusters
  Score: Raw -218741.936263 + Penalty 2528.326764 = -216213.609499
  nChanged 0
		SP:Iteration 39F (18817.410000 sec): 3 clusters
  Score: Raw -218741.936263 + Penalty 2528.326764 = -216213.609499
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 60 (2089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18817.530000 sec): 2 clusters
  Score: Raw -213244.586950 + Penalty 1242.221624 = -212002.365326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18817.720000 sec): 3 clusters
  Score: Raw -212313.784876 + Penalty 2484.443248 = -209829.341628
  nChanged 725
		SP:Iteration 1F (18817.910000 sec): 3 clusters
  Score: Raw -212778.726879 + Penalty 2484.443248 = -210294.283632
  nChanged 171
		SP:Iteration 2F (18818.120000 sec): 3 clusters
  Score: Raw -212911.391233 + Penalty 2484.443248 = -210426.947985
  nChanged 112
		SP:Iteration 3F (18818.330000 sec): 3 clusters
  Score: Raw -213010.196497 + Penalty 2484.443248 = -210525.753249
  nChanged 89
		SP:Iteration 4Q (18818.460000 sec): 3 clusters
  Score: Raw -213071.450390 + Penalty 2484.443248 = -210587.007142
  nChanged 71
		SP:Iteration 5Q (18818.660000 sec): 3 clusters
  Score: Raw -213125.064046 + Penalty 2484.443248 = -210640.620799
  nChanged 70
		SP:Iteration 6Q (18818.800000 sec): 3 clusters
  Score: Raw -213185.979966 + Penalty 2484.443248 = -210701.536719
  nChanged 55
		SP:Iteration 7Q (18818.950000 sec): 3 clusters
  Score: Raw -213231.837533 + Penalty 2484.443248 = -210747.394285
  nChanged 45
		SP:Iteration 8Q (18819.140000 sec): 3 clusters
  Score: Raw -213265.418161 + Penalty 2484.443248 = -210780.974914
  nChanged 39
		SP:Iteration 9Q (18819.280000 sec): 3 clusters
  Score: Raw -213292.241743 + Penalty 2484.443248 = -210807.798495
  nChanged 38
		SP:Iteration 10Q (18819.420000 sec): 3 clusters
  Score: Raw -213314.179432 + Penalty 2484.443248 = -210829.736184
  nChanged 30
		SP:Iteration 11Q (18819.570000 sec): 3 clusters
  Score: Raw -213335.479449 + Penalty 2484.443248 = -210851.036201
  nChanged 32
		SP:Iteration 12Q (18819.710000 sec): 3 clusters
  Score: Raw -213361.153287 + Penalty 2484.443248 = -210876.710040
  nChanged 32
		SP:Iteration 13Q (18819.850000 sec): 3 clusters
  Score: Raw -213384.928449 + Penalty 2484.443248 = -210900.485202
  nChanged 23
		SP:Iteration 14Q (18820.000000 sec): 3 clusters
  Score: Raw -213402.010234 + Penalty 2484.443248 = -210917.566987
  nChanged 19
		SP:Iteration 15Q (18820.130000 sec): 3 clusters
  Score: Raw -213414.716158 + Penalty 2484.443248 = -210930.272911
  nChanged 19
		SP:Iteration 16Q (18820.270000 sec): 3 clusters
  Score: Raw -213429.449020 + Penalty 2484.443248 = -210945.005772
  nChanged 14
		SP:Iteration 17Q (18820.410000 sec): 3 clusters
  Score: Raw -213437.542944 + Penalty 2484.443248 = -210953.099696
  nChanged 7
		SP:Iteration 18Q (18820.590000 sec): 3 clusters
  Score: Raw -213444.683207 + Penalty 2484.443248 = -210960.239960
  nChanged 16
		SP:Iteration 19Q (18820.730000 sec): 3 clusters
  Score: Raw -213458.995000 + Penalty 2484.443248 = -210974.551752
  nChanged 18
		SP:Iteration 20F (18820.880000 sec): 3 clusters
  Score: Raw -213476.229797 + Penalty 2484.443248 = -210991.786550
  nChanged 17
		SP:Iteration 21Q (18821.020000 sec): 3 clusters
  Score: Raw -213491.287656 + Penalty 2484.443248 = -211006.844409
  nChanged 11
		SP:Iteration 22Q (18821.170000 sec): 3 clusters
  Score: Raw -213498.945462 + Penalty 2484.443248 = -211014.502215
  nChanged 10
		SP:Iteration 23Q (18821.310000 sec): 3 clusters
  Score: Raw -213508.543084 + Penalty 2484.443248 = -211024.099836
  nChanged 11
		SP:Iteration 24Q (18821.450000 sec): 3 clusters
  Score: Raw -213518.635819 + Penalty 2484.443248 = -211034.192571
  nChanged 17
		SP:Iteration 25Q (18821.600000 sec): 3 clusters
  Score: Raw -213530.394621 + Penalty 2484.443248 = -211045.951373
  nChanged 14
		SP:Iteration 26Q (18821.740000 sec): 3 clusters
  Score: Raw -213540.210259 + Penalty 2484.443248 = -211055.767011
  nChanged 15
		SP:Iteration 27Q (18821.890000 sec): 3 clusters
  Score: Raw -213548.980867 + Penalty 2484.443248 = -211064.537620
  nChanged 14
		SP:Iteration 28Q (18822.030000 sec): 3 clusters
  Score: Raw -213561.613578 + Penalty 2484.443248 = -211077.170330
  nChanged 15
		SP:Iteration 29Q (18822.170000 sec): 3 clusters
  Score: Raw -213573.778727 + Penalty 2484.443248 = -211089.335480
  nChanged 14
		SP:Iteration 30Q (18822.330000 sec): 3 clusters
  Score: Raw -213584.232961 + Penalty 2484.443248 = -211099.789714
  nChanged 15
		SP:Iteration 31Q (18822.480000 sec): 3 clusters
  Score: Raw -213591.585007 + Penalty 2484.443248 = -211107.141760
  nChanged 8
		SP:Iteration 32Q (18822.630000 sec): 3 clusters
  Score: Raw -213596.446124 + Penalty 2484.443248 = -211112.002876
  nChanged 10
		SP:Iteration 33Q (18822.800000 sec): 3 clusters
  Score: Raw -213603.759311 + Penalty 2484.443248 = -211119.316063
  nChanged 12
		SP:Iteration 34Q (18822.980000 sec): 3 clusters
  Score: Raw -213609.982894 + Penalty 2484.443248 = -211125.539647
  nChanged 7
		SP:Iteration 35Q (18823.210000 sec): 3 clusters
  Score: Raw -213613.802716 + Penalty 2484.443248 = -211129.359468
  nChanged 6
		SP:Iteration 36Q (18823.400000 sec): 3 clusters
  Score: Raw -213617.510148 + Penalty 2484.443248 = -211133.066901
  nChanged 7
		SP:Iteration 37Q (18823.550000 sec): 3 clusters
  Score: Raw -213621.519865 + Penalty 2484.443248 = -211137.076617
  nChanged 4
		SP:Iteration 38Q (18823.750000 sec): 3 clusters
  Score: Raw -213623.174903 + Penalty 2484.443248 = -211138.731655
  nChanged 4
		SP:Iteration 39Q (18823.910000 sec): 3 clusters
  Score: Raw -213626.341488 + Penalty 2484.443248 = -211141.898240
  nChanged 3
		SP:Iteration 40F (18824.150000 sec): 3 clusters
  Score: Raw -213628.396470 + Penalty 2484.443248 = -211143.953222
  nChanged 2
		SP:Iteration 41Q (18824.310000 sec): 3 clusters
  Score: Raw -213629.196008 + Penalty 2484.443248 = -211144.752760
  nChanged 1
		SP:Iteration 42Q (18824.520000 sec): 3 clusters
  Score: Raw -213629.628457 + Penalty 2484.443248 = -211145.185209
  nChanged 1
		SP:Iteration 43Q (18824.710000 sec): 3 clusters
  Score: Raw -213630.575431 + Penalty 2484.443248 = -211146.132183
  nChanged 1
		SP:Iteration 44Q (18824.910000 sec): 3 clusters
  Score: Raw -213631.396669 + Penalty 2484.443248 = -211146.953422
  nChanged 2
		SP:Iteration 45Q (18825.110000 sec): 3 clusters
  Score: Raw -213632.927641 + Penalty 2484.443248 = -211148.484393
  nChanged 5
		SP:Iteration 46Q (18825.280000 sec): 3 clusters
  Score: Raw -213635.363340 + Penalty 2484.443248 = -211150.920093
  nChanged 3
		SP:Iteration 47Q (18825.480000 sec): 3 clusters
  Score: Raw -213636.361690 + Penalty 2484.443248 = -211151.918442
  nChanged 1
		SP:Iteration 48Q (18825.670000 sec): 3 clusters
  Score: Raw -213636.531864 + Penalty 2484.443248 = -211152.088616
  nChanged 0
		SP:Iteration 49F (18825.890000 sec): 3 clusters
  Score: Raw -213636.531864 + Penalty 2484.443248 = -211152.088616
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 61 (1330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18826.040000 sec): 2 clusters
  Score: Raw -113861.432397 + Penalty 1168.851811 = -112692.580586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18826.180000 sec): 3 clusters
  Score: Raw -113379.422839 + Penalty 2337.703622 = -111041.719217
  nChanged 445
		SP:Iteration 1F (18826.390000 sec): 3 clusters
  Score: Raw -113793.219664 + Penalty 2337.703622 = -111455.516042
  nChanged 123
		SP:Iteration 2F (18826.590000 sec): 3 clusters
  Score: Raw -113921.849593 + Penalty 2337.703622 = -111584.145971
  nChanged 55
		SP:Iteration 3Q (18826.800000 sec): 3 clusters
  Score: Raw -113978.834657 + Penalty 2337.703622 = -111641.131035
  nChanged 44
		SP:Iteration 4Q (18826.990000 sec): 3 clusters
  Score: Raw -114024.916061 + Penalty 2337.703622 = -111687.212440
  nChanged 41
		SP:Iteration 5Q (18827.190000 sec): 3 clusters
  Score: Raw -114071.111633 + Penalty 2337.703622 = -111733.408011
  nChanged 39
		SP:Iteration 6Q (18827.330000 sec): 3 clusters
  Score: Raw -114134.525401 + Penalty 2337.703622 = -111796.821779
  nChanged 36
		SP:Iteration 7Q (18827.540000 sec): 3 clusters
  Score: Raw -114206.140766 + Penalty 2337.703622 = -111868.437144
  nChanged 35
		SP:Iteration 8Q (18827.720000 sec): 3 clusters
  Score: Raw -114246.921866 + Penalty 2337.703622 = -111909.218244
  nChanged 36
		SP:Iteration 9Q (18827.870000 sec): 3 clusters
  Score: Raw -114289.404435 + Penalty 2337.703622 = -111951.700813
  nChanged 35
		SP:Iteration 10Q (18828.100000 sec): 3 clusters
  Score: Raw -114332.851309 + Penalty 2337.703622 = -111995.147687
  nChanged 34
		SP:Iteration 11Q (18828.240000 sec): 3 clusters
  Score: Raw -114376.373214 + Penalty 2337.703622 = -112038.669592
  nChanged 18
		SP:Iteration 12Q (18828.440000 sec): 3 clusters
  Score: Raw -114389.072440 + Penalty 2337.703622 = -112051.368818
  nChanged 12
		SP:Iteration 13Q (18828.650000 sec): 3 clusters
  Score: Raw -114400.733913 + Penalty 2337.703622 = -112063.030292
  nChanged 6
		SP:Iteration 14Q (18828.790000 sec): 3 clusters
  Score: Raw -114405.315352 + Penalty 2337.703622 = -112067.611731
  nChanged 5
		SP:Iteration 15Q (18828.990000 sec): 3 clusters
  Score: Raw -114408.035810 + Penalty 2337.703622 = -112070.332188
  nChanged 1
		SP:Iteration 16Q (18829.240000 sec): 3 clusters
  Score: Raw -114409.005292 + Penalty 2337.703622 = -112071.301671
  nChanged 2
		SP:Iteration 17Q (18829.390000 sec): 3 clusters
  Score: Raw -114410.574114 + Penalty 2337.703622 = -112072.870492
  nChanged 4
		SP:Iteration 18Q (18829.640000 sec): 3 clusters
  Score: Raw -114412.902386 + Penalty 2337.703622 = -112075.198764
  nChanged 2
		SP:Iteration 19Q (18829.760000 sec): 3 clusters
  Score: Raw -114414.695357 + Penalty 2337.703622 = -112076.991735
  nChanged 1
		SP:Iteration 20F (18829.940000 sec): 3 clusters
  Score: Raw -114415.899289 + Penalty 2337.703622 = -112078.195667
  nChanged 4
		SP:Iteration 21Q (18830.120000 sec): 3 clusters
  Score: Raw -114425.748851 + Penalty 2337.703622 = -112088.045229
  nChanged 4
		SP:Iteration 22Q (18830.290000 sec): 3 clusters
  Score: Raw -114427.595450 + Penalty 2337.703622 = -112089.891828
  nChanged 3
		SP:Iteration 23Q (18830.460000 sec): 3 clusters
  Score: Raw -114429.887191 + Penalty 2337.703622 = -112092.183569
  nChanged 3
		SP:Iteration 24Q (18830.680000 sec): 3 clusters
  Score: Raw -114433.089907 + Penalty 2337.703622 = -112095.386285
  nChanged 3
		SP:Iteration 25Q (18830.880000 sec): 3 clusters
  Score: Raw -114435.823506 + Penalty 2337.703622 = -112098.119884
  nChanged 6
		SP:Iteration 26Q (18831.040000 sec): 3 clusters
  Score: Raw -114445.994939 + Penalty 2337.703622 = -112108.291317
  nChanged 7
		SP:Iteration 27Q (18831.210000 sec): 3 clusters
  Score: Raw -114452.199107 + Penalty 2337.703622 = -112114.495485
  nChanged 6
		SP:Iteration 28Q (18831.420000 sec): 3 clusters
  Score: Raw -114457.623327 + Penalty 2337.703622 = -112119.919705
  nChanged 6
		SP:Iteration 29Q (18831.560000 sec): 3 clusters
  Score: Raw -114461.123593 + Penalty 2337.703622 = -112123.419972
  nChanged 3
		SP:Iteration 30Q (18831.720000 sec): 3 clusters
  Score: Raw -114464.401570 + Penalty 2337.703622 = -112126.697948
  nChanged 5
		SP:Iteration 31Q (18831.880000 sec): 3 clusters
  Score: Raw -114470.940257 + Penalty 2337.703622 = -112133.236635
  nChanged 6
		SP:Iteration 32Q (18832.060000 sec): 3 clusters
  Score: Raw -114476.256060 + Penalty 2337.703622 = -112138.552438
  nChanged 5
		SP:Iteration 33Q (18832.240000 sec): 3 clusters
  Score: Raw -114478.998468 + Penalty 2337.703622 = -112141.294846
  nChanged 4
		SP:Iteration 34Q (18832.430000 sec): 3 clusters
  Score: Raw -114483.139251 + Penalty 2337.703622 = -112145.435629
  nChanged 5
		SP:Iteration 35Q (18832.580000 sec): 3 clusters
  Score: Raw -114489.051290 + Penalty 2337.703622 = -112151.347669
  nChanged 4
		SP:Iteration 36Q (18832.750000 sec): 3 clusters
  Score: Raw -114491.698772 + Penalty 2337.703622 = -112153.995150
  nChanged 1
		SP:Iteration 37Q (18832.920000 sec): 3 clusters
  Score: Raw -114492.697930 + Penalty 2337.703622 = -112154.994308
  nChanged 2
		SP:Iteration 38Q (18833.110000 sec): 3 clusters
  Score: Raw -114497.301631 + Penalty 2337.703622 = -112159.598009
  nChanged 3
		SP:Iteration 39Q (18833.350000 sec): 3 clusters
  Score: Raw -114500.362789 + Penalty 2337.703622 = -112162.659167
  nChanged 1
		SP:Iteration 40F (18833.560000 sec): 3 clusters
  Score: Raw -114501.374145 + Penalty 2337.703622 = -112163.670523
  nChanged 1
		SP:Iteration 41Q (18833.740000 sec): 3 clusters
  Score: Raw -114502.252551 + Penalty 2337.703622 = -112164.548929
  nChanged 1
		SP:Iteration 42Q (18833.910000 sec): 3 clusters
  Score: Raw -114506.146587 + Penalty 2337.703622 = -112168.442966
  nChanged 3
		SP:Iteration 43Q (18834.080000 sec): 3 clusters
  Score: Raw -114509.601680 + Penalty 2337.703622 = -112171.898058
  nChanged 3
		SP:Iteration 44Q (18834.280000 sec): 3 clusters
  Score: Raw -114511.535650 + Penalty 2337.703622 = -112173.832028
  nChanged 0
		SP:Iteration 45F (18834.440000 sec): 3 clusters
  Score: Raw -114511.535650 + Penalty 2337.703622 = -112173.832028
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 62 (5198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18834.560000 sec): 2 clusters
  Score: Raw -489580.829266 + Penalty 1390.354747 = -488190.474519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18834.790000 sec): 3 clusters
  Score: Raw -486843.552629 + Penalty 2780.709495 = -484062.843134
  nChanged 2140
		SP:Iteration 1F (18835.020000 sec): 3 clusters
  Score: Raw -488073.652431 + Penalty 2780.709495 = -485292.942936
  nChanged 410
		SP:Iteration 2F (18835.170000 sec): 3 clusters
  Score: Raw -488355.462016 + Penalty 2780.709495 = -485574.752521
  nChanged 373
		SP:Iteration 3F (18835.330000 sec): 3 clusters
  Score: Raw -488588.562337 + Penalty 2780.709495 = -485807.852842
  nChanged 301
		SP:Iteration 4F (18835.590000 sec): 3 clusters
  Score: Raw -488762.236067 + Penalty 2780.709495 = -485981.526572
  nChanged 230
		SP:Iteration 5Q (18835.790000 sec): 3 clusters
  Score: Raw -488878.588678 + Penalty 2780.709495 = -486097.879183
  nChanged 172
		SP:Iteration 6Q (18836.010000 sec): 3 clusters
  Score: Raw -488958.250249 + Penalty 2780.709495 = -486177.540754
  nChanged 138
		SP:Iteration 7Q (18836.240000 sec): 3 clusters
  Score: Raw -489027.260038 + Penalty 2780.709495 = -486246.550543
  nChanged 139
		SP:Iteration 8Q (18836.400000 sec): 3 clusters
  Score: Raw -489090.970500 + Penalty 2780.709495 = -486310.261005
  nChanged 134
		SP:Iteration 9Q (18836.610000 sec): 3 clusters
  Score: Raw -489149.755237 + Penalty 2780.709495 = -486369.045742
  nChanged 119
		SP:Iteration 10Q (18836.850000 sec): 3 clusters
  Score: Raw -489208.943583 + Penalty 2780.709495 = -486428.234088
  nChanged 120
		SP:Iteration 11Q (18837.070000 sec): 3 clusters
  Score: Raw -489265.725939 + Penalty 2780.709495 = -486485.016444
  nChanged 115
		SP:Iteration 12Q (18837.310000 sec): 3 clusters
  Score: Raw -489314.599775 + Penalty 2780.709495 = -486533.890280
  nChanged 92
		SP:Iteration 13Q (18837.530000 sec): 3 clusters
  Score: Raw -489356.344520 + Penalty 2780.709495 = -486575.635026
  nChanged 81
		SP:Iteration 14Q (18837.730000 sec): 3 clusters
  Score: Raw -489398.670393 + Penalty 2780.709495 = -486617.960898
  nChanged 74
		SP:Iteration 15Q (18837.930000 sec): 3 clusters
  Score: Raw -489429.898992 + Penalty 2780.709495 = -486649.189497
  nChanged 64
		SP:Iteration 16Q (18838.140000 sec): 3 clusters
  Score: Raw -489456.869460 + Penalty 2780.709495 = -486676.159965
  nChanged 63
		SP:Iteration 17Q (18838.340000 sec): 3 clusters
  Score: Raw -489481.859981 + Penalty 2780.709495 = -486701.150486
  nChanged 52
		SP:Iteration 18Q (18838.520000 sec): 3 clusters
  Score: Raw -489504.302185 + Penalty 2780.709495 = -486723.592690
  nChanged 48
		SP:Iteration 19Q (18838.750000 sec): 3 clusters
  Score: Raw -489523.439491 + Penalty 2780.709495 = -486742.729996
  nChanged 43
		SP:Iteration 20F (18838.920000 sec): 3 clusters
  Score: Raw -489541.043628 + Penalty 2780.709495 = -486760.334133
  nChanged 45
		SP:Iteration 21Q (18839.150000 sec): 3 clusters
  Score: Raw -489556.744616 + Penalty 2780.709495 = -486776.035121
  nChanged 37
		SP:Iteration 22Q (18839.320000 sec): 3 clusters
  Score: Raw -489570.097902 + Penalty 2780.709495 = -486789.388408
  nChanged 39
		SP:Iteration 23Q (18839.530000 sec): 3 clusters
  Score: Raw -489586.211976 + Penalty 2780.709495 = -486805.502481
  nChanged 41
		SP:Iteration 24Q (18839.710000 sec): 3 clusters
  Score: Raw -489604.274370 + Penalty 2780.709495 = -486823.564875
  nChanged 41
		SP:Iteration 25Q (18839.920000 sec): 3 clusters
  Score: Raw -489621.567549 + Penalty 2780.709495 = -486840.858054
  nChanged 43
		SP:Iteration 26Q (18840.130000 sec): 3 clusters
  Score: Raw -489637.676968 + Penalty 2780.709495 = -486856.967473
  nChanged 34
		SP:Iteration 27Q (18840.290000 sec): 3 clusters
  Score: Raw -489648.476470 + Penalty 2780.709495 = -486867.766976
  nChanged 30
		SP:Iteration 28Q (18840.490000 sec): 3 clusters
  Score: Raw -489659.147206 + Penalty 2780.709495 = -486878.437711
  nChanged 35
		SP:Iteration 29Q (18840.730000 sec): 3 clusters
  Score: Raw -489675.073431 + Penalty 2780.709495 = -486894.363936
  nChanged 40
		SP:Iteration 30Q (18840.940000 sec): 3 clusters
  Score: Raw -489691.115948 + Penalty 2780.709495 = -486910.406453
  nChanged 38
		SP:Iteration 31Q (18841.140000 sec): 3 clusters
  Score: Raw -489707.539106 + Penalty 2780.709495 = -486926.829611
  nChanged 29
		SP:Iteration 32Q (18841.320000 sec): 3 clusters
  Score: Raw -489720.348711 + Penalty 2780.709495 = -486939.639216
  nChanged 29
		SP:Iteration 33Q (18841.570000 sec): 3 clusters
  Score: Raw -489733.724432 + Penalty 2780.709495 = -486953.014937
  nChanged 21
		SP:Iteration 34Q (18841.790000 sec): 3 clusters
  Score: Raw -489742.441052 + Penalty 2780.709495 = -486961.731557
  nChanged 21
		SP:Iteration 35Q (18841.950000 sec): 3 clusters
  Score: Raw -489752.598832 + Penalty 2780.709495 = -486971.889338
  nChanged 20
		SP:Iteration 36Q (18842.160000 sec): 3 clusters
  Score: Raw -489763.791619 + Penalty 2780.709495 = -486983.082124
  nChanged 26
		SP:Iteration 37Q (18842.330000 sec): 3 clusters
  Score: Raw -489779.483773 + Penalty 2780.709495 = -486998.774278
  nChanged 25
		SP:Iteration 38Q (18842.530000 sec): 3 clusters
  Score: Raw -489792.192475 + Penalty 2780.709495 = -487011.482980
  nChanged 18
		SP:Iteration 39Q (18842.760000 sec): 3 clusters
  Score: Raw -489799.031260 + Penalty 2780.709495 = -487018.321765
  nChanged 16
		SP:Iteration 40F (18842.990000 sec): 3 clusters
  Score: Raw -489806.529795 + Penalty 2780.709495 = -487025.820301
  nChanged 12
		SP:Iteration 41Q (18843.230000 sec): 3 clusters
  Score: Raw -489811.950857 + Penalty 2780.709495 = -487031.241362
  nChanged 9
		SP:Iteration 42Q (18843.470000 sec): 3 clusters
  Score: Raw -489815.976090 + Penalty 2780.709495 = -487035.266595
  nChanged 10
		SP:Iteration 43Q (18843.670000 sec): 3 clusters
  Score: Raw -489820.836420 + Penalty 2780.709495 = -487040.126925
  nChanged 14
		SP:Iteration 44Q (18843.910000 sec): 3 clusters
  Score: Raw -489828.425785 + Penalty 2780.709495 = -487047.716290
  nChanged 21
		SP:Iteration 45Q (18844.120000 sec): 3 clusters
  Score: Raw -489840.104101 + Penalty 2780.709495 = -487059.394607
  nChanged 21
		SP:Iteration 46Q (18844.330000 sec): 3 clusters
  Score: Raw -489850.806833 + Penalty 2780.709495 = -487070.097338
  nChanged 16
		SP:Iteration 47Q (18844.550000 sec): 3 clusters
  Score: Raw -489862.858238 + Penalty 2780.709495 = -487082.148743
  nChanged 18
		SP:Iteration 48Q (18844.800000 sec): 3 clusters
  Score: Raw -489874.637627 + Penalty 2780.709495 = -487093.928132
  nChanged 15
		SP:Iteration 49Q (18844.980000 sec): 3 clusters
  Score: Raw -489880.128134 + Penalty 2780.709495 = -487099.418639
  nChanged 14
		SP:Iteration 50Q (18845.210000 sec): 3 clusters
  Score: Raw -489886.963542 + Penalty 2780.709495 = -487106.254047
  nChanged 8
		SP:Iteration 51Q (18845.480000 sec): 3 clusters
  Score: Raw -489890.895501 + Penalty 2780.709495 = -487110.186006
  nChanged 6
		SP:Iteration 52Q (18845.730000 sec): 3 clusters
  Score: Raw -489893.288212 + Penalty 2780.709495 = -487112.578717
  nChanged 10
		SP:Iteration 53Q (18845.960000 sec): 3 clusters
  Score: Raw -489900.301707 + Penalty 2780.709495 = -487119.592212
  nChanged 10
		SP:Iteration 54Q (18846.140000 sec): 3 clusters
  Score: Raw -489904.225145 + Penalty 2780.709495 = -487123.515650
  nChanged 9
		SP:Iteration 55Q (18846.360000 sec): 3 clusters
  Score: Raw -489909.010421 + Penalty 2780.709495 = -487128.300926
  nChanged 11
		SP:Iteration 56Q (18846.580000 sec): 3 clusters
  Score: Raw -489917.216597 + Penalty 2780.709495 = -487136.507102
  nChanged 9
		SP:Iteration 57Q (18846.780000 sec): 3 clusters
  Score: Raw -489922.090246 + Penalty 2780.709495 = -487141.380751
  nChanged 5
		SP:Iteration 58Q (18847.010000 sec): 3 clusters
  Score: Raw -489924.169148 + Penalty 2780.709495 = -487143.459653
  nChanged 2
		SP:Iteration 59Q (18847.200000 sec): 3 clusters
  Score: Raw -489925.217132 + Penalty 2780.709495 = -487144.507637
  nChanged 1
		SP:Iteration 60F (18847.360000 sec): 3 clusters
  Score: Raw -489925.930258 + Penalty 2780.709495 = -487145.220763
  nChanged 1
		SP:Iteration 61Q (18847.550000 sec): 3 clusters
  Score: Raw -489926.205484 + Penalty 2780.709495 = -487145.495989
  nChanged 1
		SP:Iteration 62Q (18847.720000 sec): 3 clusters
  Score: Raw -489926.434068 + Penalty 2780.709495 = -487145.724573
  nChanged 1
		SP:Iteration 63Q (18847.910000 sec): 3 clusters
  Score: Raw -489926.673539 + Penalty 2780.709495 = -487145.964044
  nChanged 0
		SP:Iteration 64F (18848.110000 sec): 3 clusters
  Score: Raw -489926.673539 + Penalty 2780.709495 = -487145.964044
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 63 (108561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18848.720000 sec): 2 clusters
  Score: Raw -11340988.796124 + Penalty 1884.198470 = -11339104.597654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18849.460000 sec): 3 clusters
  Score: Raw -11270143.139109 + Penalty 3768.396939 = -11266374.742170
  nChanged 52022
		SP:Iteration 1F (18850.230000 sec): 3 clusters
  Score: Raw -11300430.822781 + Penalty 3768.396939 = -11296662.425841
  nChanged 3877
		SP:Iteration 2Q (18851.010000 sec): 3 clusters
  Score: Raw -11301524.491207 + Penalty 3768.396939 = -11297756.094268
  nChanged 4285
		SP:Iteration 3Q (18851.700000 sec): 3 clusters
  Score: Raw -11302986.233131 + Penalty 3768.396939 = -11299217.836192
  nChanged 4788
		SP:Iteration 4Q (18852.420000 sec): 3 clusters
  Score: Raw -11304963.359948 + Penalty 3768.396939 = -11301194.963009
  nChanged 5621
		SP:Iteration 5F (18853.170000 sec): 3 clusters
  Score: Raw -11307701.984519 + Penalty 3768.396939 = -11303933.587580
  nChanged 6194
		SP:Iteration 6F (18853.920000 sec): 3 clusters
  Score: Raw -11311033.472449 + Penalty 3768.396939 = -11307265.075509
  nChanged 6553
		SP:Iteration 7F (18854.640000 sec): 3 clusters
  Score: Raw -11314960.955156 + Penalty 3768.396939 = -11311192.558216
  nChanged 6583
		SP:Iteration 8F (18855.370000 sec): 3 clusters
  Score: Raw -11319383.146044 + Penalty 3768.396939 = -11315614.749104
  nChanged 6209
		SP:Iteration 9F (18856.090000 sec): 3 clusters
  Score: Raw -11324046.410189 + Penalty 3768.396939 = -11320278.013250
  nChanged 5275
		SP:Iteration 10Q (18856.720000 sec): 3 clusters
  Score: Raw -11328172.061420 + Penalty 3768.396939 = -11324403.664481
  nChanged 4184
		SP:Iteration 11Q (18857.460000 sec): 3 clusters
  Score: Raw -11331277.170503 + Penalty 3768.396939 = -11327508.773564
  nChanged 3210
		SP:Iteration 12Q (18858.190000 sec): 3 clusters
  Score: Raw -11333464.347246 + Penalty 3768.396939 = -11329695.950306
  nChanged 2523
		SP:Iteration 13Q (18858.830000 sec): 3 clusters
  Score: Raw -11335076.632379 + Penalty 3768.396939 = -11331308.235440
  nChanged 2042
		SP:Iteration 14Q (18859.430000 sec): 3 clusters
  Score: Raw -11336316.557184 + Penalty 3768.396939 = -11332548.160245
  nChanged 1720
		SP:Iteration 15Q (18860.060000 sec): 3 clusters
  Score: Raw -11337336.894017 + Penalty 3768.396939 = -11333568.497078
  nChanged 1476
		SP:Iteration 16Q (18860.640000 sec): 3 clusters
  Score: Raw -11338199.585308 + Penalty 3768.396939 = -11334431.188369
  nChanged 1239
		SP:Iteration 17Q (18861.270000 sec): 3 clusters
  Score: Raw -11338916.362872 + Penalty 3768.396939 = -11335147.965933
  nChanged 1014
		SP:Iteration 18Q (18861.820000 sec): 3 clusters
  Score: Raw -11339479.546706 + Penalty 3768.396939 = -11335711.149767
  nChanged 849
		SP:Iteration 19Q (18862.450000 sec): 3 clusters
  Score: Raw -11339934.077749 + Penalty 3768.396939 = -11336165.680810
  nChanged 689
		SP:Iteration 20F (18863.130000 sec): 3 clusters
  Score: Raw -11340298.831048 + Penalty 3768.396939 = -11336530.434109
  nChanged 534
		SP:Iteration 21Q (18863.720000 sec): 3 clusters
  Score: Raw -11340556.293888 + Penalty 3768.396939 = -11336787.896949
  nChanged 483
		SP:Iteration 22Q (18864.300000 sec): 3 clusters
  Score: Raw -11340779.473259 + Penalty 3768.396939 = -11337011.076319
  nChanged 381
		SP:Iteration 23Q (18864.890000 sec): 3 clusters
  Score: Raw -11340944.205492 + Penalty 3768.396939 = -11337175.808553
  nChanged 297
		SP:Iteration 24Q (18865.460000 sec): 3 clusters
  Score: Raw -11341053.907498 + Penalty 3768.396939 = -11337285.510559
  nChanged 224
		SP:Iteration 25Q (18866.120000 sec): 3 clusters
  Score: Raw -11341127.384078 + Penalty 3768.396939 = -11337358.987138
  nChanged 161
		SP:Iteration 26Q (18866.760000 sec): 3 clusters
  Score: Raw -11341170.029625 + Penalty 3768.396939 = -11337401.632685
  nChanged 140
		SP:Iteration 27Q (18867.360000 sec): 3 clusters
  Score: Raw -11341210.481363 + Penalty 3768.396939 = -11337442.084424
  nChanged 136
		SP:Iteration 28Q (18867.920000 sec): 3 clusters
  Score: Raw -11341250.202038 + Penalty 3768.396939 = -11337481.805098
  nChanged 115
		SP:Iteration 29Q (18868.510000 sec): 3 clusters
  Score: Raw -11341288.804344 + Penalty 3768.396939 = -11337520.407405
  nChanged 108
		SP:Iteration 30Q (18869.100000 sec): 3 clusters
  Score: Raw -11341319.907193 + Penalty 3768.396939 = -11337551.510254
  nChanged 81
		SP:Iteration 31Q (18869.730000 sec): 3 clusters
  Score: Raw -11341342.537494 + Penalty 3768.396939 = -11337574.140555
  nChanged 79
		SP:Iteration 32Q (18870.350000 sec): 3 clusters
  Score: Raw -11341367.467046 + Penalty 3768.396939 = -11337599.070107
  nChanged 73
		SP:Iteration 33Q (18870.970000 sec): 3 clusters
  Score: Raw -11341390.533141 + Penalty 3768.396939 = -11337622.136201
  nChanged 64
		SP:Iteration 34Q (18871.590000 sec): 3 clusters
  Score: Raw -11341407.399563 + Penalty 3768.396939 = -11337639.002623
  nChanged 43
		SP:Iteration 35Q (18872.170000 sec): 3 clusters
  Score: Raw -11341418.943046 + Penalty 3768.396939 = -11337650.546107
  nChanged 43
		SP:Iteration 36Q (18872.750000 sec): 3 clusters
  Score: Raw -11341429.957228 + Penalty 3768.396939 = -11337661.560288
  nChanged 36
		SP:Iteration 37Q (18873.350000 sec): 3 clusters
  Score: Raw -11341437.583664 + Penalty 3768.396939 = -11337669.186724
  nChanged 26
		SP:Iteration 38Q (18873.950000 sec): 3 clusters
  Score: Raw -11341443.004166 + Penalty 3768.396939 = -11337674.607227
  nChanged 26
		SP:Iteration 39Q (18874.530000 sec): 3 clusters
  Score: Raw -11341448.332096 + Penalty 3768.396939 = -11337679.935157
  nChanged 26
		SP:Iteration 40F (18875.180000 sec): 3 clusters
  Score: Raw -11341454.320604 + Penalty 3768.396939 = -11337685.923664
  nChanged 29
		SP:Iteration 41Q (18875.760000 sec): 3 clusters
  Score: Raw -11341461.864232 + Penalty 3768.396939 = -11337693.467292
  nChanged 34
		SP:Iteration 42Q (18876.360000 sec): 3 clusters
  Score: Raw -11341470.597103 + Penalty 3768.396939 = -11337702.200164
  nChanged 31
		SP:Iteration 43Q (18877.080000 sec): 3 clusters
  Score: Raw -11341478.105283 + Penalty 3768.396939 = -11337709.708343
  nChanged 26
		SP:Iteration 44Q (18877.670000 sec): 3 clusters
  Score: Raw -11341484.073606 + Penalty 3768.396939 = -11337715.676666
  nChanged 24
		SP:Iteration 45Q (18878.240000 sec): 3 clusters
  Score: Raw -11341489.962833 + Penalty 3768.396939 = -11337721.565894
  nChanged 27
		SP:Iteration 46Q (18878.850000 sec): 3 clusters
  Score: Raw -11341496.174446 + Penalty 3768.396939 = -11337727.777507
  nChanged 26
		SP:Iteration 47Q (18879.380000 sec): 3 clusters
  Score: Raw -11341501.829171 + Penalty 3768.396939 = -11337733.432232
  nChanged 18
		SP:Iteration 48Q (18879.940000 sec): 3 clusters
  Score: Raw -11341507.075245 + Penalty 3768.396939 = -11337738.678306
  nChanged 26
		SP:Iteration 49Q (18880.500000 sec): 3 clusters
  Score: Raw -11341512.332949 + Penalty 3768.396939 = -11337743.936009
  nChanged 16
		SP:Iteration 50Q (18881.110000 sec): 3 clusters
  Score: Raw -11341515.602019 + Penalty 3768.396939 = -11337747.205079
  nChanged 12
		SP:Iteration 51Q (18881.760000 sec): 3 clusters
  Score: Raw -11341517.849835 + Penalty 3768.396939 = -11337749.452895
  nChanged 14
		SP:Iteration 52Q (18882.380000 sec): 3 clusters
  Score: Raw -11341520.138854 + Penalty 3768.396939 = -11337751.741914
  nChanged 7
		SP:Iteration 53Q (18883.000000 sec): 3 clusters
  Score: Raw -11341521.141429 + Penalty 3768.396939 = -11337752.744490
  nChanged 0
		SP:Iteration 54F (18883.640000 sec): 3 clusters
  Score: Raw -11341521.141429 + Penalty 3768.396939 = -11337752.744490
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 64 (9288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18883.760000 sec): 2 clusters
  Score: Raw -1001411.007998 + Penalty 1484.677760 = -999926.330238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18884.010000 sec): 3 clusters
  Score: Raw -996225.132887 + Penalty 2969.355520 = -993255.777367
  nChanged 3943
		SP:Iteration 1F (18884.230000 sec): 3 clusters
  Score: Raw -998251.772572 + Penalty 2969.355520 = -995282.417052
  nChanged 525
		SP:Iteration 2F (18884.430000 sec): 3 clusters
  Score: Raw -998452.312546 + Penalty 2969.355520 = -995482.957026
  nChanged 433
		SP:Iteration 3Q (18884.640000 sec): 3 clusters
  Score: Raw -998606.511375 + Penalty 2969.355520 = -995637.155855
  nChanged 352
		SP:Iteration 4Q (18884.860000 sec): 3 clusters
  Score: Raw -998734.783410 + Penalty 2969.355520 = -995765.427890
  nChanged 309
		SP:Iteration 5Q (18885.150000 sec): 3 clusters
  Score: Raw -998830.047675 + Penalty 2969.355520 = -995860.692155
  nChanged 277
		SP:Iteration 6Q (18885.380000 sec): 3 clusters
  Score: Raw -998924.603752 + Penalty 2969.355520 = -995955.248232
  nChanged 260
		SP:Iteration 7Q (18885.570000 sec): 3 clusters
  Score: Raw -999012.902999 + Penalty 2969.355520 = -996043.547479
  nChanged 237
		SP:Iteration 8Q (18885.760000 sec): 3 clusters
  Score: Raw -999096.734662 + Penalty 2969.355520 = -996127.379141
  nChanged 224
		SP:Iteration 9Q (18885.960000 sec): 3 clusters
  Score: Raw -999171.092282 + Penalty 2969.355520 = -996201.736762
  nChanged 213
		SP:Iteration 10Q (18886.150000 sec): 3 clusters
  Score: Raw -999244.992647 + Penalty 2969.355520 = -996275.637127
  nChanged 190
		SP:Iteration 11Q (18886.380000 sec): 3 clusters
  Score: Raw -999313.418906 + Penalty 2969.355520 = -996344.063385
  nChanged 209
		SP:Iteration 12Q (18886.520000 sec): 3 clusters
  Score: Raw -999389.467133 + Penalty 2969.355520 = -996420.111613
  nChanged 226
		SP:Iteration 13Q (18886.720000 sec): 3 clusters
  Score: Raw -999475.498032 + Penalty 2969.355520 = -996506.142512
  nChanged 259
		SP:Iteration 14Q (18886.890000 sec): 3 clusters
  Score: Raw -999585.866483 + Penalty 2969.355520 = -996616.510963
  nChanged 276
		SP:Iteration 15Q (18887.100000 sec): 3 clusters
  Score: Raw -999715.704412 + Penalty 2969.355520 = -996746.348892
  nChanged 281
		SP:Iteration 16Q (18887.300000 sec): 3 clusters
  Score: Raw -999885.732390 + Penalty 2969.355520 = -996916.376870
  nChanged 329
		SP:Iteration 17Q (18887.520000 sec): 3 clusters
  Score: Raw -1000105.366744 + Penalty 2969.355520 = -997136.011224
  nChanged 333
		SP:Iteration 18Q (18887.750000 sec): 3 clusters
  Score: Raw -1000347.126876 + Penalty 2969.355520 = -997377.771356
  nChanged 324
		SP:Iteration 19Q (18887.960000 sec): 3 clusters
  Score: Raw -1000569.342811 + Penalty 2969.355520 = -997599.987291
  nChanged 295
		SP:Iteration 20F (18888.180000 sec): 3 clusters
  Score: Raw -1000781.395015 + Penalty 2969.355520 = -997812.039495
  nChanged 246
		SP:Iteration 21Q (18888.390000 sec): 3 clusters
  Score: Raw -1000971.473810 + Penalty 2969.355520 = -998002.118290
  nChanged 217
		SP:Iteration 22Q (18888.600000 sec): 3 clusters
  Score: Raw -1001181.012848 + Penalty 2969.355520 = -998211.657328
  nChanged 160
		SP:Iteration 23Q (18888.800000 sec): 3 clusters
  Score: Raw -1001361.020538 + Penalty 2969.355520 = -998391.665018
  nChanged 136
		SP:Iteration 24Q (18889.040000 sec): 3 clusters
  Score: Raw -1001466.543018 + Penalty 2969.355520 = -998497.187498
  nChanged 108
		SP:Iteration 25Q (18889.240000 sec): 3 clusters
  Score: Raw -1001530.780880 + Penalty 2969.355520 = -998561.425360
  nChanged 70
		SP:Iteration 26Q (18889.430000 sec): 3 clusters
  Score: Raw -1001565.077747 + Penalty 2969.355520 = -998595.722227
  nChanged 55
		SP:Iteration 27Q (18889.620000 sec): 3 clusters
  Score: Raw -1001587.974867 + Penalty 2969.355520 = -998618.619347
  nChanged 36
		SP:Iteration 28Q (18889.830000 sec): 3 clusters
  Score: Raw -1001602.863449 + Penalty 2969.355520 = -998633.507928
  nChanged 28
		SP:Iteration 29Q (18890.040000 sec): 3 clusters
  Score: Raw -1001615.927072 + Penalty 2969.355520 = -998646.571552
  nChanged 25
		SP:Iteration 30Q (18890.230000 sec): 3 clusters
  Score: Raw -1001629.129375 + Penalty 2969.355520 = -998659.773855
  nChanged 31
		SP:Iteration 31Q (18890.420000 sec): 3 clusters
  Score: Raw -1001643.073491 + Penalty 2969.355520 = -998673.717971
  nChanged 26
		SP:Iteration 32Q (18890.670000 sec): 3 clusters
  Score: Raw -1001650.866726 + Penalty 2969.355520 = -998681.511206
  nChanged 21
		SP:Iteration 33Q (18890.840000 sec): 3 clusters
  Score: Raw -1001658.832860 + Penalty 2969.355520 = -998689.477340
  nChanged 20
		SP:Iteration 34Q (18891.070000 sec): 3 clusters
  Score: Raw -1001665.650551 + Penalty 2969.355520 = -998696.295031
  nChanged 12
		SP:Iteration 35Q (18891.280000 sec): 3 clusters
  Score: Raw -1001670.013749 + Penalty 2969.355520 = -998700.658229
  nChanged 16
		SP:Iteration 36Q (18891.460000 sec): 3 clusters
  Score: Raw -1001677.012505 + Penalty 2969.355520 = -998707.656985
  nChanged 17
		SP:Iteration 37Q (18891.640000 sec): 3 clusters
  Score: Raw -1001685.129513 + Penalty 2969.355520 = -998715.773993
  nChanged 17
		SP:Iteration 38Q (18891.890000 sec): 3 clusters
  Score: Raw -1001693.846280 + Penalty 2969.355520 = -998724.490760
  nChanged 20
		SP:Iteration 39Q (18892.070000 sec): 3 clusters
  Score: Raw -1001702.637947 + Penalty 2969.355520 = -998733.282427
  nChanged 18
		SP:Iteration 40F (18892.310000 sec): 3 clusters
  Score: Raw -1001708.083046 + Penalty 2969.355520 = -998738.727526
  nChanged 14
		SP:Iteration 41Q (18892.530000 sec): 3 clusters
  Score: Raw -1001713.673189 + Penalty 2969.355520 = -998744.317669
  nChanged 13
		SP:Iteration 42Q (18892.690000 sec): 3 clusters
  Score: Raw -1001716.420086 + Penalty 2969.355520 = -998747.064566
  nChanged 5
		SP:Iteration 43Q (18892.900000 sec): 3 clusters
  Score: Raw -1001717.768662 + Penalty 2969.355520 = -998748.413142
  nChanged 5
		SP:Iteration 44Q (18893.100000 sec): 3 clusters
  Score: Raw -1001719.278624 + Penalty 2969.355520 = -998749.923103
  nChanged 8
		SP:Iteration 45Q (18893.270000 sec): 3 clusters
  Score: Raw -1001723.256542 + Penalty 2969.355520 = -998753.901022
  nChanged 12
		SP:Iteration 46Q (18893.480000 sec): 3 clusters
  Score: Raw -1001727.368563 + Penalty 2969.355520 = -998758.013043
  nChanged 10
		SP:Iteration 47Q (18893.710000 sec): 3 clusters
  Score: Raw -1001731.407052 + Penalty 2969.355520 = -998762.051532
  nChanged 12
		SP:Iteration 48Q (18893.910000 sec): 3 clusters
  Score: Raw -1001735.783955 + Penalty 2969.355520 = -998766.428435
  nChanged 10
		SP:Iteration 49Q (18894.170000 sec): 3 clusters
  Score: Raw -1001739.755877 + Penalty 2969.355520 = -998770.400357
  nChanged 10
		SP:Iteration 50Q (18894.350000 sec): 3 clusters
  Score: Raw -1001744.623187 + Penalty 2969.355520 = -998775.267666
  nChanged 8
		SP:Iteration 51Q (18894.620000 sec): 3 clusters
  Score: Raw -1001746.918853 + Penalty 2969.355520 = -998777.563333
  nChanged 12
		SP:Iteration 52Q (18894.780000 sec): 3 clusters
  Score: Raw -1001752.127297 + Penalty 2969.355520 = -998782.771777
  nChanged 12
		SP:Iteration 53Q (18894.980000 sec): 3 clusters
  Score: Raw -1001758.122648 + Penalty 2969.355520 = -998788.767127
  nChanged 10
		SP:Iteration 54Q (18895.200000 sec): 3 clusters
  Score: Raw -1001764.478937 + Penalty 2969.355520 = -998795.123417
  nChanged 18
		SP:Iteration 55Q (18895.380000 sec): 3 clusters
  Score: Raw -1001773.289356 + Penalty 2969.355520 = -998803.933836
  nChanged 16
		SP:Iteration 56Q (18895.630000 sec): 3 clusters
  Score: Raw -1001780.986233 + Penalty 2969.355520 = -998811.630713
  nChanged 12
		SP:Iteration 57Q (18895.840000 sec): 3 clusters
  Score: Raw -1001786.333921 + Penalty 2969.355520 = -998816.978401
  nChanged 12
		SP:Iteration 58Q (18896.050000 sec): 3 clusters
  Score: Raw -1001789.912025 + Penalty 2969.355520 = -998820.556505
  nChanged 6
		SP:Iteration 59Q (18896.260000 sec): 3 clusters
  Score: Raw -1001793.073603 + Penalty 2969.355520 = -998823.718083
  nChanged 8
		SP:Iteration 60F (18896.480000 sec): 3 clusters
  Score: Raw -1001796.503338 + Penalty 2969.355520 = -998827.147818
  nChanged 7
		SP:Iteration 61Q (18896.700000 sec): 3 clusters
  Score: Raw -1001798.887563 + Penalty 2969.355520 = -998829.532043
  nChanged 5
		SP:Iteration 62Q (18896.940000 sec): 3 clusters
  Score: Raw -1001800.553389 + Penalty 2969.355520 = -998831.197869
  nChanged 3
		SP:Iteration 63Q (18897.170000 sec): 3 clusters
  Score: Raw -1001801.215184 + Penalty 2969.355520 = -998831.859664
  nChanged 1
		SP:Iteration 64Q (18897.420000 sec): 3 clusters
  Score: Raw -1001801.670724 + Penalty 2969.355520 = -998832.315204
  nChanged 1
		SP:Iteration 65Q (18897.650000 sec): 3 clusters
  Score: Raw -1001802.038707 + Penalty 2969.355520 = -998832.683187
  nChanged 1
		SP:Iteration 66Q (18897.830000 sec): 3 clusters
  Score: Raw -1001802.321363 + Penalty 2969.355520 = -998832.965843
  nChanged 2
		SP:Iteration 67Q (18898.070000 sec): 3 clusters
  Score: Raw -1001803.045877 + Penalty 2969.355520 = -998833.690357
  nChanged 3
		SP:Iteration 68Q (18898.260000 sec): 3 clusters
  Score: Raw -1001804.146942 + Penalty 2969.355520 = -998834.791422
  nChanged 5
		SP:Iteration 69Q (18898.460000 sec): 3 clusters
  Score: Raw -1001805.866811 + Penalty 2969.355520 = -998836.511291
  nChanged 9
		SP:Iteration 70Q (18898.670000 sec): 3 clusters
  Score: Raw -1001809.770988 + Penalty 2969.355520 = -998840.415468
  nChanged 7
		SP:Iteration 71Q (18898.870000 sec): 3 clusters
  Score: Raw -1001813.994883 + Penalty 2969.355520 = -998844.639363
  nChanged 10
		SP:Iteration 72Q (18899.100000 sec): 3 clusters
  Score: Raw -1001820.487888 + Penalty 2969.355520 = -998851.132368
  nChanged 11
		SP:Iteration 73Q (18899.280000 sec): 3 clusters
  Score: Raw -1001825.117823 + Penalty 2969.355520 = -998855.762303
  nChanged 11
		SP:Iteration 74Q (18899.470000 sec): 3 clusters
  Score: Raw -1001829.943932 + Penalty 2969.355520 = -998860.588412
  nChanged 5
		SP:Iteration 75Q (18899.660000 sec): 3 clusters
  Score: Raw -1001831.707537 + Penalty 2969.355520 = -998862.352017
  nChanged 5
		SP:Iteration 76Q (18899.870000 sec): 3 clusters
  Score: Raw -1001833.286589 + Penalty 2969.355520 = -998863.931069
  nChanged 4
		SP:Iteration 77Q (18900.080000 sec): 3 clusters
  Score: Raw -1001834.358092 + Penalty 2969.355520 = -998865.002572
  nChanged 3
		SP:Iteration 78Q (18900.300000 sec): 3 clusters
  Score: Raw -1001835.973931 + Penalty 2969.355520 = -998866.618411
  nChanged 4
		SP:Iteration 79Q (18900.450000 sec): 3 clusters
  Score: Raw -1001837.189198 + Penalty 2969.355520 = -998867.833678
  nChanged 1
		SP:Iteration 80F (18900.650000 sec): 3 clusters
  Score: Raw -1001837.551840 + Penalty 2969.355520 = -998868.196320
  nChanged 2
		SP:Iteration 81Q (18900.850000 sec): 3 clusters
  Score: Raw -1001838.765935 + Penalty 2969.355520 = -998869.410415
  nChanged 0
		SP:Iteration 82F (18901.030000 sec): 3 clusters
  Score: Raw -1001838.765935 + Penalty 2969.355520 = -998869.410415
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 65 (12074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18901.150000 sec): 2 clusters
  Score: Raw -1272967.941449 + Penalty 1527.306570 = -1271440.634879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18901.360000 sec): 3 clusters
  Score: Raw -1266006.447124 + Penalty 3054.613139 = -1262951.833985
  nChanged 5281
		SP:Iteration 1F (18901.610000 sec): 3 clusters
  Score: Raw -1268936.322397 + Penalty 3054.613139 = -1265881.709258
  nChanged 731
		SP:Iteration 2F (18901.800000 sec): 3 clusters
  Score: Raw -1269263.978905 + Penalty 3054.613139 = -1266209.365766
  nChanged 618
		SP:Iteration 3F (18902.010000 sec): 3 clusters
  Score: Raw -1269541.177055 + Penalty 3054.613139 = -1266486.563916
  nChanged 585
		SP:Iteration 4Q (18902.240000 sec): 3 clusters
  Score: Raw -1269801.460265 + Penalty 3054.613139 = -1266746.847126
  nChanged 579
		SP:Iteration 5Q (18902.500000 sec): 3 clusters
  Score: Raw -1270056.442706 + Penalty 3054.613139 = -1267001.829567
  nChanged 544
		SP:Iteration 6Q (18902.740000 sec): 3 clusters
  Score: Raw -1270288.769897 + Penalty 3054.613139 = -1267234.156758
  nChanged 525
		SP:Iteration 7Q (18902.960000 sec): 3 clusters
  Score: Raw -1270511.794372 + Penalty 3054.613139 = -1267457.181232
  nChanged 501
		SP:Iteration 8Q (18903.200000 sec): 3 clusters
  Score: Raw -1270719.048978 + Penalty 3054.613139 = -1267664.435839
  nChanged 449
		SP:Iteration 9Q (18903.430000 sec): 3 clusters
  Score: Raw -1270894.126403 + Penalty 3054.613139 = -1267839.513264
  nChanged 413
		SP:Iteration 10Q (18903.660000 sec): 3 clusters
  Score: Raw -1271055.325601 + Penalty 3054.613139 = -1268000.712462
  nChanged 398
		SP:Iteration 11Q (18903.870000 sec): 3 clusters
  Score: Raw -1271194.946529 + Penalty 3054.613139 = -1268140.333389
  nChanged 312
		SP:Iteration 12Q (18904.130000 sec): 3 clusters
  Score: Raw -1271295.210091 + Penalty 3054.613139 = -1268240.596952
  nChanged 295
		SP:Iteration 13Q (18904.340000 sec): 3 clusters
  Score: Raw -1271385.718644 + Penalty 3054.613139 = -1268331.105505
  nChanged 236
		SP:Iteration 14Q (18904.570000 sec): 3 clusters
  Score: Raw -1271451.869194 + Penalty 3054.613139 = -1268397.256055
  nChanged 193
		SP:Iteration 15Q (18904.790000 sec): 3 clusters
  Score: Raw -1271510.225335 + Penalty 3054.613139 = -1268455.612196
  nChanged 203
		SP:Iteration 16Q (18905.090000 sec): 3 clusters
  Score: Raw -1271571.993162 + Penalty 3054.613139 = -1268517.380023
  nChanged 203
		SP:Iteration 17Q (18905.340000 sec): 3 clusters
  Score: Raw -1271642.548648 + Penalty 3054.613139 = -1268587.935508
  nChanged 203
		SP:Iteration 18Q (18905.560000 sec): 3 clusters
  Score: Raw -1271712.949496 + Penalty 3054.613139 = -1268658.336357
  nChanged 194
		SP:Iteration 19Q (18905.770000 sec): 3 clusters
  Score: Raw -1271771.418259 + Penalty 3054.613139 = -1268716.805119
  nChanged 183
		SP:Iteration 20F (18905.990000 sec): 3 clusters
  Score: Raw -1271832.509841 + Penalty 3054.613139 = -1268777.896702
  nChanged 180
		SP:Iteration 21Q (18906.240000 sec): 3 clusters
  Score: Raw -1271892.219299 + Penalty 3054.613139 = -1268837.606159
  nChanged 173
		SP:Iteration 22Q (18906.470000 sec): 3 clusters
  Score: Raw -1271950.695957 + Penalty 3054.613139 = -1268896.082818
  nChanged 189
		SP:Iteration 23Q (18906.720000 sec): 3 clusters
  Score: Raw -1272027.099277 + Penalty 3054.613139 = -1268972.486138
  nChanged 199
		SP:Iteration 24Q (18906.970000 sec): 3 clusters
  Score: Raw -1272114.379348 + Penalty 3054.613139 = -1269059.766209
  nChanged 194
		SP:Iteration 25Q (18907.160000 sec): 3 clusters
  Score: Raw -1272205.517898 + Penalty 3054.613139 = -1269150.904758
  nChanged 193
		SP:Iteration 26Q (18907.430000 sec): 3 clusters
  Score: Raw -1272306.678900 + Penalty 3054.613139 = -1269252.065760
  nChanged 192
		SP:Iteration 27Q (18907.680000 sec): 3 clusters
  Score: Raw -1272418.537776 + Penalty 3054.613139 = -1269363.924637
  nChanged 194
		SP:Iteration 28Q (18907.910000 sec): 3 clusters
  Score: Raw -1272536.264157 + Penalty 3054.613139 = -1269481.651018
  nChanged 172
		SP:Iteration 29Q (18908.110000 sec): 3 clusters
  Score: Raw -1272653.799357 + Penalty 3054.613139 = -1269599.186217
  nChanged 173
		SP:Iteration 30Q (18908.340000 sec): 3 clusters
  Score: Raw -1272781.379869 + Penalty 3054.613139 = -1269726.766730
  nChanged 150
		SP:Iteration 31Q (18908.540000 sec): 3 clusters
  Score: Raw -1272885.778383 + Penalty 3054.613139 = -1269831.165244
  nChanged 96
		SP:Iteration 32Q (18908.730000 sec): 3 clusters
  Score: Raw -1272949.261601 + Penalty 3054.613139 = -1269894.648462
  nChanged 81
		SP:Iteration 33Q (18908.940000 sec): 3 clusters
  Score: Raw -1273012.765531 + Penalty 3054.613139 = -1269958.152392
  nChanged 80
		SP:Iteration 34Q (18909.180000 sec): 3 clusters
  Score: Raw -1273058.701902 + Penalty 3054.613139 = -1270004.088763
  nChanged 51
		SP:Iteration 35Q (18909.420000 sec): 3 clusters
  Score: Raw -1273088.082509 + Penalty 3054.613139 = -1270033.469370
  nChanged 47
		SP:Iteration 36Q (18909.620000 sec): 3 clusters
  Score: Raw -1273112.837550 + Penalty 3054.613139 = -1270058.224411
  nChanged 35
		SP:Iteration 37Q (18909.840000 sec): 3 clusters
  Score: Raw -1273133.467703 + Penalty 3054.613139 = -1270078.854563
  nChanged 33
		SP:Iteration 38Q (18910.040000 sec): 3 clusters
  Score: Raw -1273157.814746 + Penalty 3054.613139 = -1270103.201606
  nChanged 37
		SP:Iteration 39Q (18910.260000 sec): 3 clusters
  Score: Raw -1273185.858850 + Penalty 3054.613139 = -1270131.245711
  nChanged 40
		SP:Iteration 40F (18910.500000 sec): 3 clusters
  Score: Raw -1273212.181270 + Penalty 3054.613139 = -1270157.568130
  nChanged 35
		SP:Iteration 41Q (18910.710000 sec): 3 clusters
  Score: Raw -1273232.214465 + Penalty 3054.613139 = -1270177.601326
  nChanged 33
		SP:Iteration 42Q (18910.930000 sec): 3 clusters
  Score: Raw -1273250.829213 + Penalty 3054.613139 = -1270196.216074
  nChanged 31
		SP:Iteration 43Q (18911.150000 sec): 3 clusters
  Score: Raw -1273273.463626 + Penalty 3054.613139 = -1270218.850487
  nChanged 27
		SP:Iteration 44Q (18911.360000 sec): 3 clusters
  Score: Raw -1273287.446558 + Penalty 3054.613139 = -1270232.833419
  nChanged 26
		SP:Iteration 45Q (18911.600000 sec): 3 clusters
  Score: Raw -1273299.446427 + Penalty 3054.613139 = -1270244.833288
  nChanged 14
		SP:Iteration 46Q (18911.860000 sec): 3 clusters
  Score: Raw -1273305.719494 + Penalty 3054.613139 = -1270251.106355
  nChanged 14
		SP:Iteration 47Q (18912.060000 sec): 3 clusters
  Score: Raw -1273313.796991 + Penalty 3054.613139 = -1270259.183851
  nChanged 17
		SP:Iteration 48Q (18912.280000 sec): 3 clusters
  Score: Raw -1273321.282061 + Penalty 3054.613139 = -1270266.668922
  nChanged 13
		SP:Iteration 49Q (18912.490000 sec): 3 clusters
  Score: Raw -1273327.887895 + Penalty 3054.613139 = -1270273.274756
  nChanged 9
		SP:Iteration 50Q (18912.690000 sec): 3 clusters
  Score: Raw -1273333.400891 + Penalty 3054.613139 = -1270278.787752
  nChanged 9
		SP:Iteration 51Q (18912.950000 sec): 3 clusters
  Score: Raw -1273338.412327 + Penalty 3054.613139 = -1270283.799188
  nChanged 6
		SP:Iteration 52Q (18913.130000 sec): 3 clusters
  Score: Raw -1273341.518458 + Penalty 3054.613139 = -1270286.905319
  nChanged 4
		SP:Iteration 53Q (18913.380000 sec): 3 clusters
  Score: Raw -1273343.690714 + Penalty 3054.613139 = -1270289.077575
  nChanged 5
		SP:Iteration 54Q (18913.570000 sec): 3 clusters
  Score: Raw -1273345.920119 + Penalty 3054.613139 = -1270291.306980
  nChanged 1
		SP:Iteration 55Q (18913.780000 sec): 3 clusters
  Score: Raw -1273346.460463 + Penalty 3054.613139 = -1270291.847323
  nChanged 1
		SP:Iteration 56Q (18914.000000 sec): 3 clusters
  Score: Raw -1273347.423778 + Penalty 3054.613139 = -1270292.810639
  nChanged 2
		SP:Iteration 57Q (18914.180000 sec): 3 clusters
  Score: Raw -1273348.091570 + Penalty 3054.613139 = -1270293.478430
  nChanged 4
		SP:Iteration 58Q (18914.460000 sec): 3 clusters
  Score: Raw -1273349.565346 + Penalty 3054.613139 = -1270294.952207
  nChanged 2
		SP:Iteration 59Q (18914.630000 sec): 3 clusters
  Score: Raw -1273350.147397 + Penalty 3054.613139 = -1270295.534258
  nChanged 2
		SP:Iteration 60F (18914.880000 sec): 3 clusters
  Score: Raw -1273351.520779 + Penalty 3054.613139 = -1270296.907639
  nChanged 2
		SP:Iteration 61Q (18915.080000 sec): 3 clusters
  Score: Raw -1273352.314991 + Penalty 3054.613139 = -1270297.701852
  nChanged 5
		SP:Iteration 62Q (18915.300000 sec): 3 clusters
  Score: Raw -1273354.670823 + Penalty 3054.613139 = -1270300.057684
  nChanged 2
		SP:Iteration 63Q (18915.520000 sec): 3 clusters
  Score: Raw -1273355.301128 + Penalty 3054.613139 = -1270300.687988
  nChanged 4
		SP:Iteration 64Q (18915.750000 sec): 3 clusters
  Score: Raw -1273357.964581 + Penalty 3054.613139 = -1270303.351441
  nChanged 4
		SP:Iteration 65Q (18915.960000 sec): 3 clusters
  Score: Raw -1273361.029761 + Penalty 3054.613139 = -1270306.416622
  nChanged 4
		SP:Iteration 66Q (18916.190000 sec): 3 clusters
  Score: Raw -1273362.538814 + Penalty 3054.613139 = -1270307.925675
  nChanged 5
		SP:Iteration 67Q (18916.400000 sec): 3 clusters
  Score: Raw -1273364.717987 + Penalty 3054.613139 = -1270310.104847
  nChanged 5
		SP:Iteration 68Q (18916.600000 sec): 3 clusters
  Score: Raw -1273366.187467 + Penalty 3054.613139 = -1270311.574328
  nChanged 5
		SP:Iteration 69Q (18916.810000 sec): 3 clusters
  Score: Raw -1273367.912823 + Penalty 3054.613139 = -1270313.299684
  nChanged 1
		SP:Iteration 70Q (18917.060000 sec): 3 clusters
  Score: Raw -1273368.377938 + Penalty 3054.613139 = -1270313.764799
  nChanged 1
		SP:Iteration 71Q (18917.280000 sec): 3 clusters
  Score: Raw -1273368.517930 + Penalty 3054.613139 = -1270313.904791
  nChanged 0
		SP:Iteration 72F (18917.470000 sec): 3 clusters
  Score: Raw -1273368.517930 + Penalty 3054.613139 = -1270313.904791
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 66 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18917.590000 sec): 2 clusters
  Score: Raw -74689.058578 + Penalty 1105.569604 = -73583.488974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18917.780000 sec): 3 clusters
  Score: Raw -74513.829891 + Penalty 2211.139209 = -72302.690682
  nChanged 271
		SP:Iteration 1F (18917.930000 sec): 3 clusters
  Score: Raw -74951.125746 + Penalty 2211.139209 = -72739.986537
  nChanged 87
		SP:Iteration 2F (18918.110000 sec): 3 clusters
  Score: Raw -75103.353526 + Penalty 2211.139209 = -72892.214317
  nChanged 54
		SP:Iteration 3F (18918.280000 sec): 3 clusters
  Score: Raw -75199.374017 + Penalty 2211.139209 = -72988.234808
  nChanged 48
		SP:Iteration 4F (18918.440000 sec): 3 clusters
  Score: Raw -75288.884293 + Penalty 2211.139209 = -73077.745085
  nChanged 26
		SP:Iteration 5Q (18918.610000 sec): 3 clusters
  Score: Raw -75326.943630 + Penalty 2211.139209 = -73115.804421
  nChanged 15
		SP:Iteration 6Q (18918.800000 sec): 3 clusters
  Score: Raw -75347.026553 + Penalty 2211.139209 = -73135.887344
  nChanged 13
		SP:Iteration 7Q (18918.930000 sec): 3 clusters
  Score: Raw -75362.164182 + Penalty 2211.139209 = -73151.024974
  nChanged 7
		SP:Iteration 8Q (18919.120000 sec): 3 clusters
  Score: Raw -75369.694640 + Penalty 2211.139209 = -73158.555432
  nChanged 6
		SP:Iteration 9Q (18919.250000 sec): 3 clusters
  Score: Raw -75376.685359 + Penalty 2211.139209 = -73165.546150
  nChanged 5
		SP:Iteration 10Q (18919.440000 sec): 3 clusters
  Score: Raw -75380.456916 + Penalty 2211.139209 = -73169.317707
  nChanged 4
		SP:Iteration 11Q (18919.630000 sec): 3 clusters
  Score: Raw -75387.071191 + Penalty 2211.139209 = -73175.931982
  nChanged 2
		SP:Iteration 12Q (18919.810000 sec): 3 clusters
  Score: Raw -75388.614175 + Penalty 2211.139209 = -73177.474966
  nChanged 1
		SP:Iteration 13Q (18920.030000 sec): 3 clusters
  Score: Raw -75389.940134 + Penalty 2211.139209 = -73178.800925
  nChanged 1
		SP:Iteration 14Q (18920.200000 sec): 3 clusters
  Score: Raw -75392.065112 + Penalty 2211.139209 = -73180.925903
  nChanged 2
		SP:Iteration 15Q (18920.330000 sec): 3 clusters
  Score: Raw -75394.283291 + Penalty 2211.139209 = -73183.144082
  nChanged 1
		SP:Iteration 16Q (18920.510000 sec): 3 clusters
  Score: Raw -75394.727470 + Penalty 2211.139209 = -73183.588261
  nChanged 0
		SP:Iteration 17F (18920.680000 sec): 3 clusters
  Score: Raw -75394.727470 + Penalty 2211.139209 = -73183.588261
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 67 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18920.780000 sec): 2 clusters
  Score: Raw -270249.978602 + Penalty 1278.901966 = -268971.076636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18921.000000 sec): 3 clusters
  Score: Raw -269057.732366 + Penalty 2557.803933 = -266499.928433
  nChanged 911
		SP:Iteration 1F (18921.140000 sec): 3 clusters
  Score: Raw -269595.703484 + Penalty 2557.803933 = -267037.899551
  nChanged 187
		SP:Iteration 2F (18921.360000 sec): 3 clusters
  Score: Raw -269705.968287 + Penalty 2557.803933 = -267148.164354
  nChanged 110
		SP:Iteration 3Q (18921.540000 sec): 3 clusters
  Score: Raw -269777.870063 + Penalty 2557.803933 = -267220.066131
  nChanged 97
		SP:Iteration 4Q (18921.700000 sec): 3 clusters
  Score: Raw -269835.029288 + Penalty 2557.803933 = -267277.225355
  nChanged 70
		SP:Iteration 5Q (18921.950000 sec): 3 clusters
  Score: Raw -269870.509013 + Penalty 2557.803933 = -267312.705080
  nChanged 51
		SP:Iteration 6Q (18922.160000 sec): 3 clusters
  Score: Raw -269894.286707 + Penalty 2557.803933 = -267336.482774
  nChanged 42
		SP:Iteration 7Q (18922.370000 sec): 3 clusters
  Score: Raw -269912.998650 + Penalty 2557.803933 = -267355.194717
  nChanged 30
		SP:Iteration 8Q (18922.540000 sec): 3 clusters
  Score: Raw -269924.518881 + Penalty 2557.803933 = -267366.714948
  nChanged 22
		SP:Iteration 9Q (18922.710000 sec): 3 clusters
  Score: Raw -269932.922316 + Penalty 2557.803933 = -267375.118383
  nChanged 25
		SP:Iteration 10Q (18922.930000 sec): 3 clusters
  Score: Raw -269942.977853 + Penalty 2557.803933 = -267385.173921
  nChanged 22
		SP:Iteration 11Q (18923.110000 sec): 3 clusters
  Score: Raw -269951.094455 + Penalty 2557.803933 = -267393.290523
  nChanged 23
		SP:Iteration 12Q (18923.290000 sec): 3 clusters
  Score: Raw -269958.950200 + Penalty 2557.803933 = -267401.146267
  nChanged 20
		SP:Iteration 13Q (18923.530000 sec): 3 clusters
  Score: Raw -269965.157119 + Penalty 2557.803933 = -267407.353187
  nChanged 18
		SP:Iteration 14Q (18923.720000 sec): 3 clusters
  Score: Raw -269971.558985 + Penalty 2557.803933 = -267413.755053
  nChanged 12
		SP:Iteration 15Q (18923.970000 sec): 3 clusters
  Score: Raw -269975.222602 + Penalty 2557.803933 = -267417.418670
  nChanged 7
		SP:Iteration 16Q (18924.180000 sec): 3 clusters
  Score: Raw -269977.281649 + Penalty 2557.803933 = -267419.477717
  nChanged 6
		SP:Iteration 17Q (18924.370000 sec): 3 clusters
  Score: Raw -269978.966003 + Penalty 2557.803933 = -267421.162070
  nChanged 4
		SP:Iteration 18Q (18924.530000 sec): 3 clusters
  Score: Raw -269980.154674 + Penalty 2557.803933 = -267422.350741
  nChanged 4
		SP:Iteration 19Q (18924.750000 sec): 3 clusters
  Score: Raw -269981.158301 + Penalty 2557.803933 = -267423.354369
  nChanged 6
		SP:Iteration 20F (18924.910000 sec): 3 clusters
  Score: Raw -269983.680486 + Penalty 2557.803933 = -267425.876553
  nChanged 11
		SP:Iteration 21Q (18925.050000 sec): 3 clusters
  Score: Raw -269987.236043 + Penalty 2557.803933 = -267429.432111
  nChanged 14
		SP:Iteration 22Q (18925.200000 sec): 3 clusters
  Score: Raw -269991.350117 + Penalty 2557.803933 = -267433.546184
  nChanged 13
		SP:Iteration 23Q (18925.340000 sec): 3 clusters
  Score: Raw -269996.705524 + Penalty 2557.803933 = -267438.901591
  nChanged 14
		SP:Iteration 24Q (18925.510000 sec): 3 clusters
  Score: Raw -270001.454959 + Penalty 2557.803933 = -267443.651026
  nChanged 14
		SP:Iteration 25Q (18925.700000 sec): 3 clusters
  Score: Raw -270005.475564 + Penalty 2557.803933 = -267447.671632
  nChanged 6
		SP:Iteration 26Q (18925.900000 sec): 3 clusters
  Score: Raw -270007.958104 + Penalty 2557.803933 = -267450.154171
  nChanged 6
		SP:Iteration 27Q (18926.040000 sec): 3 clusters
  Score: Raw -270010.246671 + Penalty 2557.803933 = -267452.442739
  nChanged 5
		SP:Iteration 28Q (18926.250000 sec): 3 clusters
  Score: Raw -270011.365453 + Penalty 2557.803933 = -267453.561520
  nChanged 4
		SP:Iteration 29Q (18926.430000 sec): 3 clusters
  Score: Raw -270012.518241 + Penalty 2557.803933 = -267454.714309
  nChanged 4
		SP:Iteration 30Q (18926.590000 sec): 3 clusters
  Score: Raw -270014.404897 + Penalty 2557.803933 = -267456.600964
  nChanged 3
		SP:Iteration 31Q (18926.740000 sec): 3 clusters
  Score: Raw -270015.699596 + Penalty 2557.803933 = -267457.895663
  nChanged 8
		SP:Iteration 32Q (18926.990000 sec): 3 clusters
  Score: Raw -270018.197667 + Penalty 2557.803933 = -267460.393734
  nChanged 5
		SP:Iteration 33Q (18927.140000 sec): 3 clusters
  Score: Raw -270019.498819 + Penalty 2557.803933 = -267461.694886
  nChanged 5
		SP:Iteration 34Q (18927.320000 sec): 3 clusters
  Score: Raw -270021.911201 + Penalty 2557.803933 = -267464.107268
  nChanged 2
		SP:Iteration 35Q (18927.470000 sec): 3 clusters
  Score: Raw -270022.559860 + Penalty 2557.803933 = -267464.755927
  nChanged 3
		SP:Iteration 36Q (18927.710000 sec): 3 clusters
  Score: Raw -270022.976842 + Penalty 2557.803933 = -267465.172910
  nChanged 1
		SP:Iteration 37Q (18927.860000 sec): 3 clusters
  Score: Raw -270023.335881 + Penalty 2557.803933 = -267465.531949
  nChanged 2
		SP:Iteration 38Q (18927.990000 sec): 3 clusters
  Score: Raw -270023.963592 + Penalty 2557.803933 = -267466.159659
  nChanged 2
		SP:Iteration 39Q (18928.210000 sec): 3 clusters
  Score: Raw -270024.547976 + Penalty 2557.803933 = -267466.744043
  nChanged 2
		SP:Iteration 40F (18928.370000 sec): 3 clusters
  Score: Raw -270024.786586 + Penalty 2557.803933 = -267466.982653
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 68 (5022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18928.490000 sec): 2 clusters
  Score: Raw -509893.031349 + Penalty 1384.757325 = -508508.274024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18928.680000 sec): 3 clusters
  Score: Raw -507216.082973 + Penalty 2769.514650 = -504446.568323
  nChanged 2071
		SP:Iteration 1F (18928.870000 sec): 3 clusters
  Score: Raw -508325.181469 + Penalty 2769.514650 = -505555.666819
  nChanged 348
		SP:Iteration 2F (18929.090000 sec): 3 clusters
  Score: Raw -508488.490574 + Penalty 2769.514650 = -505718.975924
  nChanged 240
		SP:Iteration 3Q (18929.260000 sec): 3 clusters
  Score: Raw -508610.173619 + Penalty 2769.514650 = -505840.658968
  nChanged 197
		SP:Iteration 4Q (18929.470000 sec): 3 clusters
  Score: Raw -508712.898698 + Penalty 2769.514650 = -505943.384047
  nChanged 222
		SP:Iteration 5Q (18929.720000 sec): 3 clusters
  Score: Raw -508844.122743 + Penalty 2769.514650 = -506074.608092
  nChanged 227
		SP:Iteration 6Q (18929.890000 sec): 3 clusters
  Score: Raw -508987.682447 + Penalty 2769.514650 = -506218.167797
  nChanged 227
		SP:Iteration 7Q (18930.070000 sec): 3 clusters
  Score: Raw -509133.976131 + Penalty 2769.514650 = -506364.461481
  nChanged 232
		SP:Iteration 8Q (18930.270000 sec): 3 clusters
  Score: Raw -509294.909944 + Penalty 2769.514650 = -506525.395294
  nChanged 250
		SP:Iteration 9Q (18930.450000 sec): 3 clusters
  Score: Raw -509485.121025 + Penalty 2769.514650 = -506715.606374
  nChanged 231
		SP:Iteration 10Q (18930.640000 sec): 3 clusters
  Score: Raw -509677.965458 + Penalty 2769.514650 = -506908.450808
  nChanged 208
		SP:Iteration 11Q (18930.820000 sec): 3 clusters
  Score: Raw -509824.676609 + Penalty 2769.514650 = -507055.161959
  nChanged 165
		SP:Iteration 12Q (18931.030000 sec): 3 clusters
  Score: Raw -509941.158313 + Penalty 2769.514650 = -507171.643663
  nChanged 132
		SP:Iteration 13Q (18931.210000 sec): 3 clusters
  Score: Raw -510019.056010 + Penalty 2769.514650 = -507249.541359
  nChanged 96
		SP:Iteration 14Q (18931.400000 sec): 3 clusters
  Score: Raw -510066.015995 + Penalty 2769.514650 = -507296.501345
  nChanged 72
		SP:Iteration 15Q (18931.590000 sec): 3 clusters
  Score: Raw -510096.570369 + Penalty 2769.514650 = -507327.055719
  nChanged 51
		SP:Iteration 16Q (18931.740000 sec): 3 clusters
  Score: Raw -510119.207792 + Penalty 2769.514650 = -507349.693141
  nChanged 35
		SP:Iteration 17Q (18931.950000 sec): 3 clusters
  Score: Raw -510132.794938 + Penalty 2769.514650 = -507363.280288
  nChanged 34
		SP:Iteration 18Q (18932.150000 sec): 3 clusters
  Score: Raw -510145.777575 + Penalty 2769.514650 = -507376.262925
  nChanged 23
		SP:Iteration 19Q (18932.360000 sec): 3 clusters
  Score: Raw -510153.713377 + Penalty 2769.514650 = -507384.198727
  nChanged 27
		SP:Iteration 20F (18932.580000 sec): 3 clusters
  Score: Raw -510161.958267 + Penalty 2769.514650 = -507392.443616
  nChanged 21
		SP:Iteration 21Q (18932.750000 sec): 3 clusters
  Score: Raw -510169.620101 + Penalty 2769.514650 = -507400.105450
  nChanged 21
		SP:Iteration 22Q (18932.940000 sec): 3 clusters
  Score: Raw -510175.729621 + Penalty 2769.514650 = -507406.214971
  nChanged 13
		SP:Iteration 23Q (18933.110000 sec): 3 clusters
  Score: Raw -510180.223871 + Penalty 2769.514650 = -507410.709220
  nChanged 21
		SP:Iteration 24Q (18933.270000 sec): 3 clusters
  Score: Raw -510186.272768 + Penalty 2769.514650 = -507416.758117
  nChanged 23
		SP:Iteration 25Q (18933.510000 sec): 3 clusters
  Score: Raw -510194.195614 + Penalty 2769.514650 = -507424.680963
  nChanged 25
		SP:Iteration 26Q (18933.720000 sec): 3 clusters
  Score: Raw -510201.683798 + Penalty 2769.514650 = -507432.169147
  nChanged 16
		SP:Iteration 27Q (18933.940000 sec): 3 clusters
  Score: Raw -510206.122753 + Penalty 2769.514650 = -507436.608103
  nChanged 17
		SP:Iteration 28Q (18934.140000 sec): 3 clusters
  Score: Raw -510211.172901 + Penalty 2769.514650 = -507441.658250
  nChanged 11
		SP:Iteration 29Q (18934.330000 sec): 3 clusters
  Score: Raw -510213.988273 + Penalty 2769.514650 = -507444.473623
  nChanged 5
		SP:Iteration 30Q (18934.540000 sec): 3 clusters
  Score: Raw -510214.700563 + Penalty 2769.514650 = -507445.185912
  nChanged 1
		SP:Iteration 31Q (18934.730000 sec): 3 clusters
  Score: Raw -510214.856418 + Penalty 2769.514650 = -507445.341767
  nChanged 2
		SP:Iteration 32Q (18934.950000 sec): 3 clusters
  Score: Raw -510215.132431 + Penalty 2769.514650 = -507445.617780
  nChanged 1
		SP:Iteration 33Q (18935.130000 sec): 3 clusters
  Score: Raw -510215.275687 + Penalty 2769.514650 = -507445.761036
  nChanged 2
		SP:Iteration 34Q (18935.350000 sec): 3 clusters
  Score: Raw -510215.665179 + Penalty 2769.514650 = -507446.150529
  nChanged 0
		SP:Iteration 35F (18935.550000 sec): 3 clusters
  Score: Raw -510215.665179 + Penalty 2769.514650 = -507446.150529
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 69 (2686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18935.650000 sec): 2 clusters
  Score: Raw -287304.622783 + Penalty 1283.068861 = -286021.553921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18935.880000 sec): 3 clusters
  Score: Raw -286095.439682 + Penalty 2566.137723 = -283529.301960
  nChanged 959
		SP:Iteration 1F (18936.040000 sec): 3 clusters
  Score: Raw -286632.698467 + Penalty 2566.137723 = -284066.560744
  nChanged 180
		SP:Iteration 2F (18936.220000 sec): 3 clusters
  Score: Raw -286732.643362 + Penalty 2566.137723 = -284166.505639
  nChanged 118
		SP:Iteration 3Q (18936.420000 sec): 3 clusters
  Score: Raw -286798.479423 + Penalty 2566.137723 = -284232.341700
  nChanged 94
		SP:Iteration 4Q (18936.630000 sec): 3 clusters
  Score: Raw -286853.165001 + Penalty 2566.137723 = -284287.027279
  nChanged 82
		SP:Iteration 5Q (18936.790000 sec): 3 clusters
  Score: Raw -286897.932222 + Penalty 2566.137723 = -284331.794499
  nChanged 66
		SP:Iteration 6Q (18936.990000 sec): 3 clusters
  Score: Raw -286931.552793 + Penalty 2566.137723 = -284365.415070
  nChanged 56
		SP:Iteration 7Q (18937.160000 sec): 3 clusters
  Score: Raw -286962.930517 + Penalty 2566.137723 = -284396.792794
  nChanged 46
		SP:Iteration 8Q (18937.350000 sec): 3 clusters
  Score: Raw -286985.084386 + Penalty 2566.137723 = -284418.946663
  nChanged 36
		SP:Iteration 9Q (18937.500000 sec): 3 clusters
  Score: Raw -287001.235438 + Penalty 2566.137723 = -284435.097715
  nChanged 37
		SP:Iteration 10Q (18937.630000 sec): 3 clusters
  Score: Raw -287015.655052 + Penalty 2566.137723 = -284449.517330
  nChanged 38
		SP:Iteration 11Q (18937.810000 sec): 3 clusters
  Score: Raw -287032.295141 + Penalty 2566.137723 = -284466.157419
  nChanged 40
		SP:Iteration 12Q (18938.000000 sec): 3 clusters
  Score: Raw -287050.312614 + Penalty 2566.137723 = -284484.174892
  nChanged 29
		SP:Iteration 13Q (18938.170000 sec): 3 clusters
  Score: Raw -287063.575535 + Penalty 2566.137723 = -284497.437813
  nChanged 25
		SP:Iteration 14Q (18938.370000 sec): 3 clusters
  Score: Raw -287073.483461 + Penalty 2566.137723 = -284507.345738
  nChanged 22
		SP:Iteration 15Q (18938.540000 sec): 3 clusters
  Score: Raw -287081.673200 + Penalty 2566.137723 = -284515.535478
  nChanged 15
		SP:Iteration 16Q (18938.720000 sec): 3 clusters
  Score: Raw -287088.400082 + Penalty 2566.137723 = -284522.262359
  nChanged 21
		SP:Iteration 17Q (18938.950000 sec): 3 clusters
  Score: Raw -287098.804475 + Penalty 2566.137723 = -284532.666752
  nChanged 27
		SP:Iteration 18Q (18939.110000 sec): 3 clusters
  Score: Raw -287110.986558 + Penalty 2566.137723 = -284544.848836
  nChanged 18
		SP:Iteration 19Q (18939.280000 sec): 3 clusters
  Score: Raw -287117.477109 + Penalty 2566.137723 = -284551.339387
  nChanged 20
		SP:Iteration 20F (18939.470000 sec): 3 clusters
  Score: Raw -287124.184132 + Penalty 2566.137723 = -284558.046410
  nChanged 12
		SP:Iteration 21Q (18939.610000 sec): 3 clusters
  Score: Raw -287130.461990 + Penalty 2566.137723 = -284564.324268
  nChanged 14
		SP:Iteration 22Q (18939.820000 sec): 3 clusters
  Score: Raw -287136.087299 + Penalty 2566.137723 = -284569.949577
  nChanged 10
		SP:Iteration 23Q (18939.990000 sec): 3 clusters
  Score: Raw -287140.870888 + Penalty 2566.137723 = -284574.733166
  nChanged 12
		SP:Iteration 24Q (18940.170000 sec): 3 clusters
  Score: Raw -287145.457284 + Penalty 2566.137723 = -284579.319562
  nChanged 4
		SP:Iteration 25Q (18940.340000 sec): 3 clusters
  Score: Raw -287147.026156 + Penalty 2566.137723 = -284580.888433
  nChanged 5
		SP:Iteration 26Q (18940.510000 sec): 3 clusters
  Score: Raw -287148.891735 + Penalty 2566.137723 = -284582.754013
  nChanged 2
		SP:Iteration 27Q (18940.690000 sec): 3 clusters
  Score: Raw -287149.207540 + Penalty 2566.137723 = -284583.069817
  nChanged 3
		SP:Iteration 28Q (18940.870000 sec): 3 clusters
  Score: Raw -287150.832575 + Penalty 2566.137723 = -284584.694852
  nChanged 4
		SP:Iteration 29Q (18940.990000 sec): 3 clusters
  Score: Raw -287152.231213 + Penalty 2566.137723 = -284586.093490
  nChanged 5
		SP:Iteration 30Q (18941.160000 sec): 3 clusters
  Score: Raw -287154.305188 + Penalty 2566.137723 = -284588.167465
  nChanged 7
		SP:Iteration 31Q (18941.380000 sec): 3 clusters
  Score: Raw -287156.941749 + Penalty 2566.137723 = -284590.804026
  nChanged 7
		SP:Iteration 32Q (18941.590000 sec): 3 clusters
  Score: Raw -287159.603227 + Penalty 2566.137723 = -284593.465504
  nChanged 6
		SP:Iteration 33Q (18941.770000 sec): 3 clusters
  Score: Raw -287162.715613 + Penalty 2566.137723 = -284596.577891
  nChanged 7
		SP:Iteration 34Q (18941.910000 sec): 3 clusters
  Score: Raw -287166.059438 + Penalty 2566.137723 = -284599.921715
  nChanged 8
		SP:Iteration 35Q (18942.050000 sec): 3 clusters
  Score: Raw -287169.978272 + Penalty 2566.137723 = -284603.840550
  nChanged 12
		SP:Iteration 36Q (18942.240000 sec): 3 clusters
  Score: Raw -287176.675381 + Penalty 2566.137723 = -284610.537659
  nChanged 20
		SP:Iteration 37Q (18942.410000 sec): 3 clusters
  Score: Raw -287187.136405 + Penalty 2566.137723 = -284620.998683
  nChanged 17
		SP:Iteration 38Q (18942.620000 sec): 3 clusters
  Score: Raw -287194.660295 + Penalty 2566.137723 = -284628.522572
  nChanged 21
		SP:Iteration 39Q (18942.780000 sec): 3 clusters
  Score: Raw -287206.092706 + Penalty 2566.137723 = -284639.954984
  nChanged 23
		SP:Iteration 40F (18942.970000 sec): 3 clusters
  Score: Raw -287218.068485 + Penalty 2566.137723 = -284651.930762
  nChanged 15
		SP:Iteration 41Q (18943.180000 sec): 3 clusters
  Score: Raw -287224.867724 + Penalty 2566.137723 = -284658.730001
  nChanged 15
		SP:Iteration 42Q (18943.380000 sec): 3 clusters
  Score: Raw -287232.265441 + Penalty 2566.137723 = -284666.127719
  nChanged 18
		SP:Iteration 43Q (18943.550000 sec): 3 clusters
  Score: Raw -287240.946730 + Penalty 2566.137723 = -284674.809008
  nChanged 12
		SP:Iteration 44Q (18943.740000 sec): 3 clusters
  Score: Raw -287247.913300 + Penalty 2566.137723 = -284681.775578
  nChanged 12
		SP:Iteration 45Q (18943.920000 sec): 3 clusters
  Score: Raw -287253.790654 + Penalty 2566.137723 = -284687.652932
  nChanged 11
		SP:Iteration 46Q (18944.100000 sec): 3 clusters
  Score: Raw -287259.660576 + Penalty 2566.137723 = -284693.522853
  nChanged 14
		SP:Iteration 47Q (18944.240000 sec): 3 clusters
  Score: Raw -287270.308856 + Penalty 2566.137723 = -284704.171133
  nChanged 20
		SP:Iteration 48Q (18944.420000 sec): 3 clusters
  Score: Raw -287282.391659 + Penalty 2566.137723 = -284716.253936
  nChanged 12
		SP:Iteration 49Q (18944.660000 sec): 3 clusters
  Score: Raw -287288.114836 + Penalty 2566.137723 = -284721.977113
  nChanged 8
		SP:Iteration 50Q (18944.890000 sec): 3 clusters
  Score: Raw -287291.338554 + Penalty 2566.137723 = -284725.200832
  nChanged 8
		SP:Iteration 51Q (18945.060000 sec): 3 clusters
  Score: Raw -287297.144217 + Penalty 2566.137723 = -284731.006495
  nChanged 8
		SP:Iteration 52Q (18945.270000 sec): 3 clusters
  Score: Raw -287302.168072 + Penalty 2566.137723 = -284736.030350
  nChanged 8
		SP:Iteration 53Q (18945.430000 sec): 3 clusters
  Score: Raw -287306.744453 + Penalty 2566.137723 = -284740.606730
  nChanged 6
		SP:Iteration 54Q (18945.600000 sec): 3 clusters
  Score: Raw -287309.878750 + Penalty 2566.137723 = -284743.741027
  nChanged 7
		SP:Iteration 55Q (18945.790000 sec): 3 clusters
  Score: Raw -287314.596658 + Penalty 2566.137723 = -284748.458936
  nChanged 8
		SP:Iteration 56Q (18945.960000 sec): 3 clusters
  Score: Raw -287320.092815 + Penalty 2566.137723 = -284753.955092
  nChanged 7
		SP:Iteration 57Q (18946.120000 sec): 3 clusters
  Score: Raw -287325.679709 + Penalty 2566.137723 = -284759.541987
  nChanged 9
		SP:Iteration 58Q (18946.260000 sec): 3 clusters
  Score: Raw -287330.853359 + Penalty 2566.137723 = -284764.715637
  nChanged 5
		SP:Iteration 59Q (18946.440000 sec): 3 clusters
  Score: Raw -287334.458304 + Penalty 2566.137723 = -284768.320581
  nChanged 4
		SP:Iteration 60F (18946.620000 sec): 3 clusters
  Score: Raw -287337.594654 + Penalty 2566.137723 = -284771.456931
  nChanged 6
		SP:Iteration 61Q (18946.780000 sec): 3 clusters
  Score: Raw -287342.125221 + Penalty 2566.137723 = -284775.987498
  nChanged 8
		SP:Iteration 62Q (18946.920000 sec): 3 clusters
  Score: Raw -287346.373266 + Penalty 2566.137723 = -284780.235543
  nChanged 6
		SP:Iteration 63Q (18947.070000 sec): 3 clusters
  Score: Raw -287348.973840 + Penalty 2566.137723 = -284782.836117
  nChanged 2
		SP:Iteration 64Q (18947.210000 sec): 3 clusters
  Score: Raw -287350.287484 + Penalty 2566.137723 = -284784.149762
  nChanged 1
		SP:Iteration 65Q (18947.360000 sec): 3 clusters
  Score: Raw -287350.471010 + Penalty 2566.137723 = -284784.333287
  nChanged 0
		SP:Iteration 66F (18947.510000 sec): 3 clusters
  Score: Raw -287350.471010 + Penalty 2566.137723 = -284784.333287
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 70 (4346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18947.620000 sec): 2 clusters
  Score: Raw -466014.799142 + Penalty 1361.264314 = -464653.534828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18947.820000 sec): 3 clusters
  Score: Raw -463807.245198 + Penalty 2722.528627 = -461084.716570
  nChanged 1734
		SP:Iteration 1F (18948.040000 sec): 3 clusters
  Score: Raw -464744.702314 + Penalty 2722.528627 = -462022.173687
  nChanged 292
		SP:Iteration 2F (18948.240000 sec): 3 clusters
  Score: Raw -464900.882312 + Penalty 2722.528627 = -462178.353685
  nChanged 209
		SP:Iteration 3Q (18948.360000 sec): 3 clusters
  Score: Raw -465006.251739 + Penalty 2722.528627 = -462283.723112
  nChanged 165
		SP:Iteration 4Q (18948.480000 sec): 3 clusters
  Score: Raw -465077.383155 + Penalty 2722.528627 = -462354.854528
  nChanged 132
		SP:Iteration 5Q (18948.610000 sec): 3 clusters
  Score: Raw -465136.741460 + Penalty 2722.528627 = -462414.212833
  nChanged 124
		SP:Iteration 6Q (18948.740000 sec): 3 clusters
  Score: Raw -465188.516941 + Penalty 2722.528627 = -462465.988314
  nChanged 111
		SP:Iteration 7Q (18948.870000 sec): 3 clusters
  Score: Raw -465232.647386 + Penalty 2722.528627 = -462510.118759
  nChanged 96
		SP:Iteration 8Q (18949.000000 sec): 3 clusters
  Score: Raw -465273.867097 + Penalty 2722.528627 = -462551.338470
  nChanged 86
		SP:Iteration 9Q (18949.120000 sec): 3 clusters
  Score: Raw -465318.214856 + Penalty 2722.528627 = -462595.686229
  nChanged 90
		SP:Iteration 10Q (18949.250000 sec): 3 clusters
  Score: Raw -465355.472378 + Penalty 2722.528627 = -462632.943751
  nChanged 76
		SP:Iteration 11Q (18949.380000 sec): 3 clusters
  Score: Raw -465382.599312 + Penalty 2722.528627 = -462660.070684
  nChanged 60
		SP:Iteration 12Q (18949.510000 sec): 3 clusters
  Score: Raw -465407.788550 + Penalty 2722.528627 = -462685.259923
  nChanged 72
		SP:Iteration 13Q (18949.640000 sec): 3 clusters
  Score: Raw -465438.503405 + Penalty 2722.528627 = -462715.974777
  nChanged 76
		SP:Iteration 14Q (18949.760000 sec): 3 clusters
  Score: Raw -465472.564743 + Penalty 2722.528627 = -462750.036116
  nChanged 83
		SP:Iteration 15Q (18949.940000 sec): 3 clusters
  Score: Raw -465515.082325 + Penalty 2722.528627 = -462792.553698
  nChanged 70
		SP:Iteration 16Q (18950.050000 sec): 3 clusters
  Score: Raw -465548.643389 + Penalty 2722.528627 = -462826.114761
  nChanged 82
		SP:Iteration 17Q (18950.230000 sec): 3 clusters
  Score: Raw -465586.677644 + Penalty 2722.528627 = -462864.149017
  nChanged 89
		SP:Iteration 18Q (18950.340000 sec): 3 clusters
  Score: Raw -465627.153124 + Penalty 2722.528627 = -462904.624497
  nChanged 75
		SP:Iteration 19Q (18950.500000 sec): 3 clusters
  Score: Raw -465661.695936 + Penalty 2722.528627 = -462939.167309
  nChanged 58
		SP:Iteration 20F (18950.620000 sec): 3 clusters
  Score: Raw -465688.712110 + Penalty 2722.528627 = -462966.183483
  nChanged 63
		SP:Iteration 21Q (18950.790000 sec): 3 clusters
  Score: Raw -465722.419017 + Penalty 2722.528627 = -462999.890389
  nChanged 65
		SP:Iteration 22Q (18950.910000 sec): 3 clusters
  Score: Raw -465754.215220 + Penalty 2722.528627 = -463031.686592
  nChanged 72
		SP:Iteration 23Q (18951.080000 sec): 3 clusters
  Score: Raw -465803.167911 + Penalty 2722.528627 = -463080.639284
  nChanged 87
		SP:Iteration 24Q (18951.230000 sec): 3 clusters
  Score: Raw -465866.436936 + Penalty 2722.528627 = -463143.908308
  nChanged 72
		SP:Iteration 25Q (18951.400000 sec): 3 clusters
  Score: Raw -465917.280304 + Penalty 2722.528627 = -463194.751677
  nChanged 68
		SP:Iteration 26Q (18951.520000 sec): 3 clusters
  Score: Raw -465971.629067 + Penalty 2722.528627 = -463249.100439
  nChanged 45
		SP:Iteration 27Q (18951.700000 sec): 3 clusters
  Score: Raw -466012.238640 + Penalty 2722.528627 = -463289.710013
  nChanged 35
		SP:Iteration 28Q (18951.870000 sec): 3 clusters
  Score: Raw -466045.598147 + Penalty 2722.528627 = -463323.069519
  nChanged 36
		SP:Iteration 29Q (18951.980000 sec): 3 clusters
  Score: Raw -466078.600670 + Penalty 2722.528627 = -463356.072043
  nChanged 33
		SP:Iteration 30Q (18952.200000 sec): 3 clusters
  Score: Raw -466106.702267 + Penalty 2722.528627 = -463384.173639
  nChanged 22
		SP:Iteration 31Q (18952.380000 sec): 3 clusters
  Score: Raw -466123.320146 + Penalty 2722.528627 = -463400.791518
  nChanged 17
		SP:Iteration 32Q (18952.570000 sec): 3 clusters
  Score: Raw -466135.622125 + Penalty 2722.528627 = -463413.093498
  nChanged 13
		SP:Iteration 33Q (18952.730000 sec): 3 clusters
  Score: Raw -466145.071423 + Penalty 2722.528627 = -463422.542796
  nChanged 9
		SP:Iteration 34Q (18952.910000 sec): 3 clusters
  Score: Raw -466151.519779 + Penalty 2722.528627 = -463428.991151
  nChanged 7
		SP:Iteration 35Q (18953.060000 sec): 3 clusters
  Score: Raw -466157.649788 + Penalty 2722.528627 = -463435.121161
  nChanged 4
		SP:Iteration 36Q (18953.220000 sec): 3 clusters
  Score: Raw -466162.921790 + Penalty 2722.528627 = -463440.393163
  nChanged 8
		SP:Iteration 37Q (18953.370000 sec): 3 clusters
  Score: Raw -466168.148336 + Penalty 2722.528627 = -463445.619709
  nChanged 6
		SP:Iteration 38Q (18953.530000 sec): 3 clusters
  Score: Raw -466172.087974 + Penalty 2722.528627 = -463449.559347
  nChanged 2
		SP:Iteration 39Q (18953.750000 sec): 3 clusters
  Score: Raw -466173.119283 + Penalty 2722.528627 = -463450.590655
  nChanged 1
		SP:Iteration 40F (18953.940000 sec): 3 clusters
  Score: Raw -466173.824077 + Penalty 2722.528627 = -463451.295450
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 71 (1042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18954.030000 sec): 2 clusters
  Score: Raw -88956.934910 + Penalty 1129.195799 = -87827.739112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18954.260000 sec): 3 clusters
  Score: Raw -88602.227612 + Penalty 2258.391597 = -86343.836015
  nChanged 330
		SP:Iteration 1F (18954.440000 sec): 3 clusters
  Score: Raw -88968.801621 + Penalty 2258.391597 = -86710.410024
  nChanged 100
		SP:Iteration 2F (18954.620000 sec): 3 clusters
  Score: Raw -89115.530455 + Penalty 2258.391597 = -86857.138857
  nChanged 45
		SP:Iteration 3Q (18954.790000 sec): 3 clusters
  Score: Raw -89173.567907 + Penalty 2258.391597 = -86915.176310
  nChanged 31
		SP:Iteration 4Q (18955.010000 sec): 3 clusters
  Score: Raw -89223.962788 + Penalty 2258.391597 = -86965.571191
  nChanged 24
		SP:Iteration 5Q (18955.180000 sec): 3 clusters
  Score: Raw -89262.459032 + Penalty 2258.391597 = -87004.067435
  nChanged 23
		SP:Iteration 6Q (18955.380000 sec): 3 clusters
  Score: Raw -89296.244575 + Penalty 2258.391597 = -87037.852978
  nChanged 16
		SP:Iteration 7Q (18955.540000 sec): 3 clusters
  Score: Raw -89316.381209 + Penalty 2258.391597 = -87057.989612
  nChanged 14
		SP:Iteration 8Q (18955.670000 sec): 3 clusters
  Score: Raw -89338.240916 + Penalty 2258.391597 = -87079.849319
  nChanged 15
		SP:Iteration 9Q (18955.930000 sec): 3 clusters
  Score: Raw -89359.707969 + Penalty 2258.391597 = -87101.316372
  nChanged 10
		SP:Iteration 10Q (18956.120000 sec): 3 clusters
  Score: Raw -89369.622903 + Penalty 2258.391597 = -87111.231306
  nChanged 5
		SP:Iteration 11Q (18956.340000 sec): 3 clusters
  Score: Raw -89375.169258 + Penalty 2258.391597 = -87116.777661
  nChanged 4
		SP:Iteration 12Q (18956.520000 sec): 3 clusters
  Score: Raw -89378.623439 + Penalty 2258.391597 = -87120.231842
  nChanged 6
		SP:Iteration 13Q (18956.740000 sec): 3 clusters
  Score: Raw -89382.929024 + Penalty 2258.391597 = -87124.537426
  nChanged 5
		SP:Iteration 14Q (18956.940000 sec): 3 clusters
  Score: Raw -89387.328647 + Penalty 2258.391597 = -87128.937050
  nChanged 1
		SP:Iteration 15Q (18957.130000 sec): 3 clusters
  Score: Raw -89387.723377 + Penalty 2258.391597 = -87129.331780
  nChanged 1
		SP:Iteration 16Q (18957.320000 sec): 3 clusters
  Score: Raw -89389.098169 + Penalty 2258.391597 = -87130.706572
  nChanged 1
		SP:Iteration 17Q (18957.490000 sec): 3 clusters
  Score: Raw -89389.668246 + Penalty 2258.391597 = -87131.276649
  nChanged 1
		SP:Iteration 18Q (18957.630000 sec): 3 clusters
  Score: Raw -89390.718790 + Penalty 2258.391597 = -87132.327193
  nChanged 2
		SP:Iteration 19Q (18957.850000 sec): 3 clusters
  Score: Raw -89392.609200 + Penalty 2258.391597 = -87134.217603
  nChanged 1
		SP:Iteration 20F (18958.050000 sec): 3 clusters
  Score: Raw -89393.335734 + Penalty 2258.391597 = -87134.944136
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 72 (3133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18958.160000 sec): 2 clusters
  Score: Raw -305219.592320 + Penalty 1308.083772 = -303911.508548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18958.350000 sec): 3 clusters
  Score: Raw -303746.332729 + Penalty 2616.167545 = -301130.165184
  nChanged 1180
		SP:Iteration 1F (18958.550000 sec): 3 clusters
  Score: Raw -304475.047036 + Penalty 2616.167545 = -301858.879492
  nChanged 245
		SP:Iteration 2F (18958.730000 sec): 3 clusters
  Score: Raw -304653.902519 + Penalty 2616.167545 = -302037.734974
  nChanged 185
		SP:Iteration 3F (18958.880000 sec): 3 clusters
  Score: Raw -304782.287387 + Penalty 2616.167545 = -302166.119842
  nChanged 135
		SP:Iteration 4Q (18959.070000 sec): 3 clusters
  Score: Raw -304873.303199 + Penalty 2616.167545 = -302257.135654
  nChanged 95
		SP:Iteration 5Q (18959.310000 sec): 3 clusters
  Score: Raw -304933.229988 + Penalty 2616.167545 = -302317.062443
  nChanged 84
		SP:Iteration 6Q (18959.490000 sec): 3 clusters
  Score: Raw -304976.771796 + Penalty 2616.167545 = -302360.604251
  nChanged 77
		SP:Iteration 7Q (18959.670000 sec): 3 clusters
  Score: Raw -305022.778374 + Penalty 2616.167545 = -302406.610829
  nChanged 70
		SP:Iteration 8Q (18959.860000 sec): 3 clusters
  Score: Raw -305059.692878 + Penalty 2616.167545 = -302443.525334
  nChanged 55
		SP:Iteration 9Q (18960.060000 sec): 3 clusters
  Score: Raw -305088.019600 + Penalty 2616.167545 = -302471.852056
  nChanged 56
		SP:Iteration 10Q (18960.250000 sec): 3 clusters
  Score: Raw -305119.818834 + Penalty 2616.167545 = -302503.651289
  nChanged 55
		SP:Iteration 11Q (18960.430000 sec): 3 clusters
  Score: Raw -305154.314907 + Penalty 2616.167545 = -302538.147362
  nChanged 52
		SP:Iteration 12Q (18960.650000 sec): 3 clusters
  Score: Raw -305186.280273 + Penalty 2616.167545 = -302570.112729
  nChanged 46
		SP:Iteration 13Q (18960.860000 sec): 3 clusters
  Score: Raw -305212.057525 + Penalty 2616.167545 = -302595.889980
  nChanged 34
		SP:Iteration 14Q (18961.000000 sec): 3 clusters
  Score: Raw -305237.088973 + Penalty 2616.167545 = -302620.921428
  nChanged 26
		SP:Iteration 15Q (18961.240000 sec): 3 clusters
  Score: Raw -305253.554772 + Penalty 2616.167545 = -302637.387227
  nChanged 19
		SP:Iteration 16Q (18961.420000 sec): 3 clusters
  Score: Raw -305266.818406 + Penalty 2616.167545 = -302650.650861
  nChanged 21
		SP:Iteration 17Q (18961.590000 sec): 3 clusters
  Score: Raw -305280.676330 + Penalty 2616.167545 = -302664.508785
  nChanged 21
		SP:Iteration 18Q (18961.780000 sec): 3 clusters
  Score: Raw -305295.155121 + Penalty 2616.167545 = -302678.987577
  nChanged 25
		SP:Iteration 19Q (18961.980000 sec): 3 clusters
  Score: Raw -305311.454881 + Penalty 2616.167545 = -302695.287336
  nChanged 13
		SP:Iteration 20F (18962.150000 sec): 3 clusters
  Score: Raw -305319.334091 + Penalty 2616.167545 = -302703.166547
  nChanged 13
		SP:Iteration 21Q (18962.330000 sec): 3 clusters
  Score: Raw -305328.168413 + Penalty 2616.167545 = -302712.000869
  nChanged 12
		SP:Iteration 22Q (18962.470000 sec): 3 clusters
  Score: Raw -305336.818134 + Penalty 2616.167545 = -302720.650590
  nChanged 13
		SP:Iteration 23Q (18962.660000 sec): 3 clusters
  Score: Raw -305346.101824 + Penalty 2616.167545 = -302729.934280
  nChanged 16
		SP:Iteration 24Q (18962.840000 sec): 3 clusters
  Score: Raw -305356.422019 + Penalty 2616.167545 = -302740.254474
  nChanged 10
		SP:Iteration 25Q (18962.990000 sec): 3 clusters
  Score: Raw -305363.880533 + Penalty 2616.167545 = -302747.712989
  nChanged 14
		SP:Iteration 26Q (18963.190000 sec): 3 clusters
  Score: Raw -305373.004344 + Penalty 2616.167545 = -302756.836800
  nChanged 11
		SP:Iteration 27Q (18963.360000 sec): 3 clusters
  Score: Raw -305379.997575 + Penalty 2616.167545 = -302763.830030
  nChanged 7
		SP:Iteration 28Q (18963.520000 sec): 3 clusters
  Score: Raw -305385.257142 + Penalty 2616.167545 = -302769.089597
  nChanged 9
		SP:Iteration 29Q (18963.710000 sec): 3 clusters
  Score: Raw -305391.986473 + Penalty 2616.167545 = -302775.818928
  nChanged 8
		SP:Iteration 30Q (18963.850000 sec): 3 clusters
  Score: Raw -305397.066199 + Penalty 2616.167545 = -302780.898655
  nChanged 7
		SP:Iteration 31Q (18964.090000 sec): 3 clusters
  Score: Raw -305405.001175 + Penalty 2616.167545 = -302788.833630
  nChanged 10
		SP:Iteration 32Q (18964.240000 sec): 3 clusters
  Score: Raw -305415.357851 + Penalty 2616.167545 = -302799.190307
  nChanged 9
		SP:Iteration 33Q (18964.430000 sec): 3 clusters
  Score: Raw -305422.519822 + Penalty 2616.167545 = -302806.352278
  nChanged 8
		SP:Iteration 34Q (18964.630000 sec): 3 clusters
  Score: Raw -305430.441927 + Penalty 2616.167545 = -302814.274383
  nChanged 8
		SP:Iteration 35Q (18964.920000 sec): 3 clusters
  Score: Raw -305436.597072 + Penalty 2616.167545 = -302820.429527
  nChanged 4
		SP:Iteration 36Q (18965.100000 sec): 3 clusters
  Score: Raw -305440.040463 + Penalty 2616.167545 = -302823.872919
  nChanged 6
		SP:Iteration 37Q (18965.300000 sec): 3 clusters
  Score: Raw -305443.489024 + Penalty 2616.167545 = -302827.321479
  nChanged 2
		SP:Iteration 38Q (18965.430000 sec): 3 clusters
  Score: Raw -305445.481976 + Penalty 2616.167545 = -302829.314432
  nChanged 3
		SP:Iteration 39Q (18965.600000 sec): 3 clusters
  Score: Raw -305447.101211 + Penalty 2616.167545 = -302830.933666
  nChanged 2
		SP:Iteration 40F (18965.820000 sec): 3 clusters
  Score: Raw -305448.516205 + Penalty 2616.167545 = -302832.348660
  nChanged 1
		SP:Iteration 41Q (18966.060000 sec): 3 clusters
  Score: Raw -305449.375012 + Penalty 2616.167545 = -302833.207467
  nChanged 0
		SP:Iteration 42F (18966.250000 sec): 3 clusters
  Score: Raw -305449.375012 + Penalty 2616.167545 = -302833.207467
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 73 (9440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18966.400000 sec): 2 clusters
  Score: Raw -852513.200898 + Penalty 1487.315580 = -851025.885319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18966.670000 sec): 3 clusters
  Score: Raw -847201.226738 + Penalty 2974.631159 = -844226.595579
  nChanged 4090
		SP:Iteration 1F (18966.890000 sec): 3 clusters
  Score: Raw -849548.905906 + Penalty 2974.631159 = -846574.274747
  nChanged 669
		SP:Iteration 2F (18967.130000 sec): 3 clusters
  Score: Raw -849947.064156 + Penalty 2974.631159 = -846972.432996
  nChanged 618
		SP:Iteration 3F (18967.310000 sec): 3 clusters
  Score: Raw -850351.539977 + Penalty 2974.631159 = -847376.908817
  nChanged 604
		SP:Iteration 4F (18967.550000 sec): 3 clusters
  Score: Raw -850767.536539 + Penalty 2974.631159 = -847792.905379
  nChanged 592
		SP:Iteration 5F (18967.790000 sec): 3 clusters
  Score: Raw -851159.755123 + Penalty 2974.631159 = -848185.123964
  nChanged 552
		SP:Iteration 6F (18968.010000 sec): 3 clusters
  Score: Raw -851568.792906 + Penalty 2974.631159 = -848594.161747
  nChanged 467
		SP:Iteration 7Q (18968.270000 sec): 3 clusters
  Score: Raw -851867.423649 + Penalty 2974.631159 = -848892.792489
  nChanged 373
		SP:Iteration 8Q (18968.520000 sec): 3 clusters
  Score: Raw -852083.572154 + Penalty 2974.631159 = -849108.940995
  nChanged 285
		SP:Iteration 9Q (18968.750000 sec): 3 clusters
  Score: Raw -852230.961256 + Penalty 2974.631159 = -849256.330096
  nChanged 229
		SP:Iteration 10Q (18968.970000 sec): 3 clusters
  Score: Raw -852352.988576 + Penalty 2974.631159 = -849378.357417
  nChanged 179
		SP:Iteration 11Q (18969.190000 sec): 3 clusters
  Score: Raw -852446.783723 + Penalty 2974.631159 = -849472.152564
  nChanged 156
		SP:Iteration 12Q (18969.460000 sec): 3 clusters
  Score: Raw -852519.300847 + Penalty 2974.631159 = -849544.669688
  nChanged 112
		SP:Iteration 13Q (18969.750000 sec): 3 clusters
  Score: Raw -852565.605091 + Penalty 2974.631159 = -849590.973931
  nChanged 96
		SP:Iteration 14Q (18969.940000 sec): 3 clusters
  Score: Raw -852599.199205 + Penalty 2974.631159 = -849624.568045
  nChanged 85
		SP:Iteration 15Q (18970.150000 sec): 3 clusters
  Score: Raw -852630.397787 + Penalty 2974.631159 = -849655.766628
  nChanged 69
		SP:Iteration 16Q (18970.450000 sec): 3 clusters
  Score: Raw -852652.763666 + Penalty 2974.631159 = -849678.132507
  nChanged 61
		SP:Iteration 17Q (18970.650000 sec): 3 clusters
  Score: Raw -852671.821687 + Penalty 2974.631159 = -849697.190528
  nChanged 60
		SP:Iteration 18Q (18970.910000 sec): 3 clusters
  Score: Raw -852690.417083 + Penalty 2974.631159 = -849715.785924
  nChanged 60
		SP:Iteration 19Q (18971.110000 sec): 3 clusters
  Score: Raw -852709.948253 + Penalty 2974.631159 = -849735.317094
  nChanged 48
		SP:Iteration 20F (18971.330000 sec): 3 clusters
  Score: Raw -852725.151387 + Penalty 2974.631159 = -849750.520228
  nChanged 42
		SP:Iteration 21Q (18971.550000 sec): 3 clusters
  Score: Raw -852734.916060 + Penalty 2974.631159 = -849760.284901
  nChanged 30
		SP:Iteration 22Q (18971.750000 sec): 3 clusters
  Score: Raw -852741.973207 + Penalty 2974.631159 = -849767.342047
  nChanged 28
		SP:Iteration 23Q (18971.970000 sec): 3 clusters
  Score: Raw -852747.922898 + Penalty 2974.631159 = -849773.291739
  nChanged 22
		SP:Iteration 24Q (18972.260000 sec): 3 clusters
  Score: Raw -852751.842858 + Penalty 2974.631159 = -849777.211699
  nChanged 24
		SP:Iteration 25Q (18972.490000 sec): 3 clusters
  Score: Raw -852756.983893 + Penalty 2974.631159 = -849782.352733
  nChanged 24
		SP:Iteration 26Q (18972.730000 sec): 3 clusters
  Score: Raw -852762.273479 + Penalty 2974.631159 = -849787.642320
  nChanged 26
		SP:Iteration 27Q (18972.940000 sec): 3 clusters
  Score: Raw -852767.481024 + Penalty 2974.631159 = -849792.849865
  nChanged 25
		SP:Iteration 28Q (18973.190000 sec): 3 clusters
  Score: Raw -852774.727481 + Penalty 2974.631159 = -849800.096321
  nChanged 32
		SP:Iteration 29Q (18973.390000 sec): 3 clusters
  Score: Raw -852785.803674 + Penalty 2974.631159 = -849811.172514
  nChanged 37
		SP:Iteration 30Q (18973.570000 sec): 3 clusters
  Score: Raw -852795.067417 + Penalty 2974.631159 = -849820.436258
  nChanged 33
		SP:Iteration 31Q (18973.740000 sec): 3 clusters
  Score: Raw -852806.129436 + Penalty 2974.631159 = -849831.498277
  nChanged 28
		SP:Iteration 32Q (18974.010000 sec): 3 clusters
  Score: Raw -852816.984847 + Penalty 2974.631159 = -849842.353688
  nChanged 29
		SP:Iteration 33Q (18974.250000 sec): 3 clusters
  Score: Raw -852827.444987 + Penalty 2974.631159 = -849852.813828
  nChanged 34
		SP:Iteration 34Q (18974.470000 sec): 3 clusters
  Score: Raw -852838.123340 + Penalty 2974.631159 = -849863.492180
  nChanged 27
		SP:Iteration 35Q (18974.670000 sec): 3 clusters
  Score: Raw -852846.994727 + Penalty 2974.631159 = -849872.363568
  nChanged 19
		SP:Iteration 36Q (18974.880000 sec): 3 clusters
  Score: Raw -852852.192701 + Penalty 2974.631159 = -849877.561542
  nChanged 17
		SP:Iteration 37Q (18975.120000 sec): 3 clusters
  Score: Raw -852856.116277 + Penalty 2974.631159 = -849881.485118
  nChanged 17
		SP:Iteration 38Q (18975.310000 sec): 3 clusters
  Score: Raw -852859.709257 + Penalty 2974.631159 = -849885.078097
  nChanged 17
		SP:Iteration 39Q (18975.490000 sec): 3 clusters
  Score: Raw -852864.180051 + Penalty 2974.631159 = -849889.548892
  nChanged 13
		SP:Iteration 40F (18975.730000 sec): 3 clusters
  Score: Raw -852866.961775 + Penalty 2974.631159 = -849892.330616
  nChanged 14
		SP:Iteration 41Q (18975.950000 sec): 3 clusters
  Score: Raw -852869.462205 + Penalty 2974.631159 = -849894.831046
  nChanged 12
		SP:Iteration 42Q (18976.250000 sec): 3 clusters
  Score: Raw -852871.901839 + Penalty 2974.631159 = -849897.270680
  nChanged 10
		SP:Iteration 43Q (18976.420000 sec): 3 clusters
  Score: Raw -852873.245158 + Penalty 2974.631159 = -849898.613999
  nChanged 3
		SP:Iteration 44Q (18976.600000 sec): 3 clusters
  Score: Raw -852873.695473 + Penalty 2974.631159 = -849899.064314
  nChanged 4
		SP:Iteration 45Q (18976.810000 sec): 3 clusters
  Score: Raw -852874.629532 + Penalty 2974.631159 = -849899.998373
  nChanged 7
		SP:Iteration 46Q (18977.040000 sec): 3 clusters
  Score: Raw -852876.350058 + Penalty 2974.631159 = -849901.718898
  nChanged 10
		SP:Iteration 47Q (18977.230000 sec): 3 clusters
  Score: Raw -852877.756163 + Penalty 2974.631159 = -849903.125004
  nChanged 6
		SP:Iteration 48Q (18977.460000 sec): 3 clusters
  Score: Raw -852878.878444 + Penalty 2974.631159 = -849904.247285
  nChanged 5
		SP:Iteration 49Q (18977.670000 sec): 3 clusters
  Score: Raw -852879.564187 + Penalty 2974.631159 = -849904.933027
  nChanged 3
		SP:Iteration 50Q (18977.950000 sec): 3 clusters
  Score: Raw -852880.172267 + Penalty 2974.631159 = -849905.541108
  nChanged 4
		SP:Iteration 51Q (18978.120000 sec): 3 clusters
  Score: Raw -852880.847540 + Penalty 2974.631159 = -849906.216381
  nChanged 6
		SP:Iteration 52Q (18978.360000 sec): 3 clusters
  Score: Raw -852881.905546 + Penalty 2974.631159 = -849907.274387
  nChanged 7
		SP:Iteration 53Q (18978.620000 sec): 3 clusters
  Score: Raw -852882.813231 + Penalty 2974.631159 = -849908.182072
  nChanged 8
		SP:Iteration 54Q (18978.810000 sec): 3 clusters
  Score: Raw -852883.953480 + Penalty 2974.631159 = -849909.322321
  nChanged 6
		SP:Iteration 55Q (18979.010000 sec): 3 clusters
  Score: Raw -852884.808485 + Penalty 2974.631159 = -849910.177325
  nChanged 7
		SP:Iteration 56Q (18979.210000 sec): 3 clusters
  Score: Raw -852885.988445 + Penalty 2974.631159 = -849911.357286
  nChanged 6
		SP:Iteration 57Q (18979.400000 sec): 3 clusters
  Score: Raw -852886.793260 + Penalty 2974.631159 = -849912.162101
  nChanged 6
		SP:Iteration 58Q (18979.680000 sec): 3 clusters
  Score: Raw -852888.213037 + Penalty 2974.631159 = -849913.581878
  nChanged 7
		SP:Iteration 59Q (18979.880000 sec): 3 clusters
  Score: Raw -852889.739931 + Penalty 2974.631159 = -849915.108771
  nChanged 12
		SP:Iteration 60F (18980.080000 sec): 3 clusters
  Score: Raw -852893.660836 + Penalty 2974.631159 = -849919.029676
  nChanged 15
		SP:Iteration 61Q (18980.310000 sec): 3 clusters
  Score: Raw -852897.123643 + Penalty 2974.631159 = -849922.492484
  nChanged 11
		SP:Iteration 62Q (18980.520000 sec): 3 clusters
  Score: Raw -852899.605380 + Penalty 2974.631159 = -849924.974221
  nChanged 7
		SP:Iteration 63Q (18980.680000 sec): 3 clusters
  Score: Raw -852900.862155 + Penalty 2974.631159 = -849926.230996
  nChanged 6
		SP:Iteration 64Q (18980.910000 sec): 3 clusters
  Score: Raw -852902.506170 + Penalty 2974.631159 = -849927.875011
  nChanged 7
		SP:Iteration 65Q (18981.100000 sec): 3 clusters
  Score: Raw -852904.581238 + Penalty 2974.631159 = -849929.950079
  nChanged 8
		SP:Iteration 66Q (18981.320000 sec): 3 clusters
  Score: Raw -852907.574244 + Penalty 2974.631159 = -849932.943085
  nChanged 10
		SP:Iteration 67Q (18981.550000 sec): 3 clusters
  Score: Raw -852910.628842 + Penalty 2974.631159 = -849935.997683
  nChanged 12
		SP:Iteration 68Q (18981.810000 sec): 3 clusters
  Score: Raw -852914.569450 + Penalty 2974.631159 = -849939.938291
  nChanged 11
		SP:Iteration 69Q (18982.010000 sec): 3 clusters
  Score: Raw -852917.600835 + Penalty 2974.631159 = -849942.969676
  nChanged 18
		SP:Iteration 70Q (18982.190000 sec): 3 clusters
  Score: Raw -852923.616708 + Penalty 2974.631159 = -849948.985549
  nChanged 25
		SP:Iteration 71Q (18982.410000 sec): 3 clusters
  Score: Raw -852932.184536 + Penalty 2974.631159 = -849957.553377
  nChanged 25
		SP:Iteration 72Q (18982.620000 sec): 3 clusters
  Score: Raw -852941.506352 + Penalty 2974.631159 = -849966.875192
  nChanged 27
		SP:Iteration 73Q (18982.820000 sec): 3 clusters
  Score: Raw -852950.570472 + Penalty 2974.631159 = -849975.939313
  nChanged 31
		SP:Iteration 74Q (18983.010000 sec): 3 clusters
  Score: Raw -852960.056930 + Penalty 2974.631159 = -849985.425771
  nChanged 17
		SP:Iteration 75Q (18983.270000 sec): 3 clusters
  Score: Raw -852964.812491 + Penalty 2974.631159 = -849990.181332
  nChanged 18
		SP:Iteration 76Q (18983.480000 sec): 3 clusters
  Score: Raw -852969.592901 + Penalty 2974.631159 = -849994.961742
  nChanged 19
		SP:Iteration 77Q (18983.670000 sec): 3 clusters
  Score: Raw -852975.131231 + Penalty 2974.631159 = -850000.500071
  nChanged 16
		SP:Iteration 78Q (18983.900000 sec): 3 clusters
  Score: Raw -852980.072121 + Penalty 2974.631159 = -850005.440961
  nChanged 25
		SP:Iteration 79Q (18984.050000 sec): 3 clusters
  Score: Raw -852990.503171 + Penalty 2974.631159 = -850015.872012
  nChanged 27
		SP:Iteration 80F (18984.280000 sec): 3 clusters
  Score: Raw -853002.999209 + Penalty 2974.631159 = -850028.368050
  nChanged 30
		SP:Iteration 81Q (18984.500000 sec): 3 clusters
  Score: Raw -853013.031646 + Penalty 2974.631159 = -850038.400487
  nChanged 23
		SP:Iteration 82Q (18984.730000 sec): 3 clusters
  Score: Raw -853021.149218 + Penalty 2974.631159 = -850046.518059
  nChanged 25
		SP:Iteration 83Q (18984.970000 sec): 3 clusters
  Score: Raw -853029.497299 + Penalty 2974.631159 = -850054.866139
  nChanged 20
		SP:Iteration 84Q (18985.190000 sec): 3 clusters
  Score: Raw -853036.696283 + Penalty 2974.631159 = -850062.065124
  nChanged 17
		SP:Iteration 85Q (18985.440000 sec): 3 clusters
  Score: Raw -853041.151287 + Penalty 2974.631159 = -850066.520127
  nChanged 11
		SP:Iteration 86Q (18985.630000 sec): 3 clusters
  Score: Raw -853043.789025 + Penalty 2974.631159 = -850069.157866
  nChanged 8
		SP:Iteration 87Q (18985.940000 sec): 3 clusters
  Score: Raw -853046.340827 + Penalty 2974.631159 = -850071.709668
  nChanged 10
		SP:Iteration 88Q (18986.160000 sec): 3 clusters
  Score: Raw -853048.772086 + Penalty 2974.631159 = -850074.140927
  nChanged 6
		SP:Iteration 89Q (18986.440000 sec): 3 clusters
  Score: Raw -853049.768142 + Penalty 2974.631159 = -850075.136982
  nChanged 6
		SP:Iteration 90Q (18986.690000 sec): 3 clusters
  Score: Raw -853051.856031 + Penalty 2974.631159 = -850077.224872
  nChanged 3
		SP:Iteration 91Q (18986.930000 sec): 3 clusters
  Score: Raw -853052.573473 + Penalty 2974.631159 = -850077.942314
  nChanged 2
		SP:Iteration 92Q (18987.090000 sec): 3 clusters
  Score: Raw -853052.895376 + Penalty 2974.631159 = -850078.264217
  nChanged 2
		SP:Iteration 93Q (18987.260000 sec): 3 clusters
  Score: Raw -853053.501760 + Penalty 2974.631159 = -850078.870601
  nChanged 2
		SP:Iteration 94Q (18987.510000 sec): 3 clusters
  Score: Raw -853053.844413 + Penalty 2974.631159 = -850079.213254
  nChanged 3
		SP:Iteration 95Q (18987.730000 sec): 3 clusters
  Score: Raw -853054.724638 + Penalty 2974.631159 = -850080.093479
  nChanged 3
		SP:Iteration 96Q (18987.960000 sec): 3 clusters
  Score: Raw -853055.429166 + Penalty 2974.631159 = -850080.798006
  nChanged 3
		SP:Iteration 97Q (18988.140000 sec): 3 clusters
  Score: Raw -853055.961943 + Penalty 2974.631159 = -850081.330784
  nChanged 4
		SP:Iteration 98Q (18988.380000 sec): 3 clusters
  Score: Raw -853057.257764 + Penalty 2974.631159 = -850082.626605
  nChanged 5
		SP:Iteration 99Q (18988.570000 sec): 3 clusters
  Score: Raw -853058.795822 + Penalty 2974.631159 = -850084.164663
  nChanged 5
		SP:Iteration 100F (18988.790000 sec): 3 clusters
  Score: Raw -853060.621893 + Penalty 2974.631159 = -850085.990734
  nChanged 6
		SP:Iteration 101Q (18989.000000 sec): 3 clusters
  Score: Raw -853062.804799 + Penalty 2974.631159 = -850088.173640
  nChanged 7
		SP:Iteration 102Q (18989.220000 sec): 3 clusters
  Score: Raw -853064.197375 + Penalty 2974.631159 = -850089.566215
  nChanged 1
		SP:Iteration 103Q (18989.460000 sec): 3 clusters
  Score: Raw -853064.375934 + Penalty 2974.631159 = -850089.744775
  nChanged 2
		SP:Iteration 104Q (18989.680000 sec): 3 clusters
  Score: Raw -853064.831261 + Penalty 2974.631159 = -850090.200102
  nChanged 1
		SP:Iteration 105Q (18989.910000 sec): 3 clusters
  Score: Raw -853065.125396 + Penalty 2974.631159 = -850090.494237
  nChanged 0
		SP:Iteration 106F (18990.090000 sec): 3 clusters
  Score: Raw -853065.125396 + Penalty 2974.631159 = -850090.494237
  nChanged 0
Iteration 219Q (19067.510000 sec): 74 clusters
  Score: Raw -107694097.033144 + Penalty 165031.315925 = -107529065.717218
  nChanged 231
Iteration 220F (19204.990000 sec): 74 clusters
  Score: Raw -107694105.576019 + Penalty 165031.315925 = -107529074.260093
  nChanged 225
Iteration 221Q (19277.840000 sec): 74 clusters
  Score: Raw -107694113.953876 + Penalty 165031.315925 = -107529082.637951
  nChanged 243
Iteration 222Q (19353.670000 sec): 74 clusters
  Score: Raw -107694122.633114 + Penalty 165031.315925 = -107529091.317189
  nChanged 248
Iteration 223Q (19431.700000 sec): 74 clusters
  Score: Raw -107694131.800792 + Penalty 165031.315925 = -107529100.484867
  nChanged 269
Iteration 224Q (19521.960000 sec): 74 clusters
  Score: Raw -107694141.111317 + Penalty 165031.315925 = -107529109.795392
  nChanged 299
Iteration 225Q (19597.800000 sec): 74 clusters
  Score: Raw -107694150.636789 + Penalty 165031.315925 = -107529119.320864
  nChanged 310
Iteration 226Q (19687.870000 sec): 74 clusters
  Score: Raw -107694160.558515 + Penalty 165031.315925 = -107529129.242590
  nChanged 329
Iteration 227Q (19780.260000 sec): 74 clusters
  Score: Raw -107694171.032230 + Penalty 165031.315925 = -107529139.716305
  nChanged 311
Iteration 228Q (19865.930000 sec): 74 clusters
  Score: Raw -107694181.050203 + Penalty 165031.315925 = -107529149.734277
  nChanged 327
Iteration 229Q (19947.100000 sec): 74 clusters
  Score: Raw -107694190.843043 + Penalty 165031.315925 = -107529159.527118
  nChanged 274
Iteration 230Q (20035.340000 sec): 74 clusters
  Score: Raw -107694198.494011 + Penalty 165031.315925 = -107529167.178086
  nChanged 290
Iteration 231Q (20121.070000 sec): 74 clusters
  Score: Raw -107694207.341123 + Penalty 165031.315925 = -107529176.025198
  nChanged 272
Iteration 232Q (20207.340000 sec): 74 clusters
  Score: Raw -107694215.637187 + Penalty 165031.315925 = -107529184.321261
  nChanged 259
Iteration 233Q (20290.240000 sec): 74 clusters
  Score: Raw -107694224.592649 + Penalty 165031.315925 = -107529193.276724
  nChanged 289
Iteration 234Q (20369.420000 sec): 74 clusters
  Score: Raw -107694233.409208 + Penalty 165031.315925 = -107529202.093283
  nChanged 268
Iteration 235Q (20442.140000 sec): 74 clusters
  Score: Raw -107694243.170269 + Penalty 165031.315925 = -107529211.854344
  nChanged 264
Iteration 236Q (20516.200000 sec): 74 clusters
  Score: Raw -107694252.995382 + Penalty 165031.315925 = -107529221.679457
  nChanged 253
Iteration 237Q (20589.710000 sec): 74 clusters
  Score: Raw -107694261.896833 + Penalty 165031.315925 = -107529230.580907
  nChanged 215
Iteration 238Q (20667.650000 sec): 74 clusters
  Score: Raw -107694268.112980 + Penalty 165031.315925 = -107529236.797055
  nChanged 216
Iteration 239Q (20737.540000 sec): 74 clusters
  Score: Raw -107694274.567808 + Penalty 165031.315925 = -107529243.251883
  nChanged 229
Iteration 240F (20875.440000 sec): 74 clusters
  Score: Raw -107694281.177308 + Penalty 165031.315925 = -107529249.861382
  nChanged 254
Iteration 241Q (20947.110000 sec): 74 clusters
  Score: Raw -107694287.927306 + Penalty 165031.315925 = -107529256.611381
  nChanged 232
Iteration 242Q (21028.700000 sec): 74 clusters
  Score: Raw -107694293.993455 + Penalty 165031.315925 = -107529262.677529
  nChanged 222
Iteration 243Q (21110.040000 sec): 74 clusters
  Score: Raw -107694300.428494 + Penalty 165031.315925 = -107529269.112569
  nChanged 219
Iteration 244Q (21187.050000 sec): 74 clusters
  Score: Raw -107694306.327017 + Penalty 165031.315925 = -107529275.011091
  nChanged 210
Iteration 245Q (21263.230000 sec): 74 clusters
  Score: Raw -107694311.580381 + Penalty 165031.315925 = -107529280.264456
  nChanged 203
Iteration 246Q (21340.790000 sec): 74 clusters
  Score: Raw -107694317.087689 + Penalty 165031.315925 = -107529285.771763
  nChanged 187
Iteration 247Q (21418.490000 sec): 74 clusters
  Score: Raw -107694321.435204 + Penalty 165031.315925 = -107529290.119279
  nChanged 185
Iteration 248Q (21491.860000 sec): 74 clusters
  Score: Raw -107694327.565061 + Penalty 165031.315925 = -107529296.249135
  nChanged 185
Iteration 249Q (21563.680000 sec): 74 clusters
  Score: Raw -107694334.154534 + Penalty 165031.315925 = -107529302.838609
  nChanged 175
Iteration 250Q (21655.020000 sec): 74 clusters
  Score: Raw -107694339.392911 + Penalty 165031.315925 = -107529308.076986
  nChanged 183
Iteration 251Q (21735.250000 sec): 74 clusters
  Score: Raw -107694344.854752 + Penalty 165031.315925 = -107529313.538827
  nChanged 180
Iteration 252Q (21814.520000 sec): 74 clusters
  Score: Raw -107694350.952829 + Penalty 165031.315925 = -107529319.636903
  nChanged 196
Iteration 253Q (21896.450000 sec): 74 clusters
  Score: Raw -107694357.090175 + Penalty 165031.315925 = -107529325.774250
  nChanged 196
Iteration 254Q (21979.370000 sec): 74 clusters
  Score: Raw -107694362.820089 + Penalty 165031.315925 = -107529331.504164
  nChanged 204
Iteration 255Q (22060.180000 sec): 74 clusters
  Score: Raw -107694367.631206 + Penalty 165031.315925 = -107529336.315281
  nChanged 221
Iteration 256Q (22130.010000 sec): 74 clusters
  Score: Raw -107694372.953504 + Penalty 165031.315925 = -107529341.637579
  nChanged 223
Iteration 257Q (22213.290000 sec): 74 clusters
  Score: Raw -107694379.057994 + Penalty 165031.315925 = -107529347.742069
  nChanged 235
Iteration 258Q (22294.120000 sec): 74 clusters
  Score: Raw -107694385.314436 + Penalty 165031.315925 = -107529353.998511
  nChanged 208
Writing temp clu file 
Because OldScore, -107529347.742069, is greater than current (better) Score,-107529353.998511 
 Compute initial score before splitting:   Score: Raw -107694385.314436 + Penalty 165031.315925 = -107529353.998511
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (125198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22294.950000 sec): 2 clusters
  Score: Raw -11984245.660230 + Penalty 1907.368412 = -11982338.291818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22295.840000 sec): 3 clusters
  Score: Raw -11902303.572328 + Penalty 3814.736823 = -11898488.835505
  nChanged 60115
		SP:Iteration 1F (22296.670000 sec): 3 clusters
  Score: Raw -11938550.944388 + Penalty 3814.736823 = -11934736.207565
  nChanged 5317
		SP:Iteration 2Q (22297.520000 sec): 3 clusters
  Score: Raw -11940551.606055 + Penalty 3814.736823 = -11936736.869232
  nChanged 6156
		SP:Iteration 3Q (22298.310000 sec): 3 clusters
  Score: Raw -11943357.280556 + Penalty 3814.736823 = -11939542.543733
  nChanged 6961
		SP:Iteration 4F (22299.080000 sec): 3 clusters
  Score: Raw -11947035.540035 + Penalty 3814.736823 = -11943220.803212
  nChanged 7565
		SP:Iteration 5F (22299.820000 sec): 3 clusters
  Score: Raw -11951418.358719 + Penalty 3814.736823 = -11947603.621896
  nChanged 7865
		SP:Iteration 6F (22300.550000 sec): 3 clusters
  Score: Raw -11955938.727749 + Penalty 3814.736823 = -11952123.990926
  nChanged 7189
		SP:Iteration 7F (22301.300000 sec): 3 clusters
  Score: Raw -11959771.920161 + Penalty 3814.736823 = -11955957.183338
  nChanged 6149
		SP:Iteration 8Q (22302.050000 sec): 3 clusters
  Score: Raw -11962880.059797 + Penalty 3814.736823 = -11959065.322974
  nChanged 5285
		SP:Iteration 9Q (22302.810000 sec): 3 clusters
  Score: Raw -11965362.740019 + Penalty 3814.736823 = -11961548.003196
  nChanged 4408
		SP:Iteration 10Q (22303.640000 sec): 3 clusters
  Score: Raw -11967182.619578 + Penalty 3814.736823 = -11963367.882755
  nChanged 3587
		SP:Iteration 11Q (22304.490000 sec): 3 clusters
  Score: Raw -11968443.037439 + Penalty 3814.736823 = -11964628.300616
  nChanged 2823
		SP:Iteration 12Q (22305.290000 sec): 3 clusters
  Score: Raw -11969243.356370 + Penalty 3814.736823 = -11965428.619547
  nChanged 2234
		SP:Iteration 13Q (22306.120000 sec): 3 clusters
  Score: Raw -11969770.961933 + Penalty 3814.736823 = -11965956.225110
  nChanged 1754
		SP:Iteration 14Q (22306.910000 sec): 3 clusters
  Score: Raw -11970103.115473 + Penalty 3814.736823 = -11966288.378650
  nChanged 1368
		SP:Iteration 15Q (22307.750000 sec): 3 clusters
  Score: Raw -11970327.038148 + Penalty 3814.736823 = -11966512.301325
  nChanged 1147
		SP:Iteration 16Q (22308.650000 sec): 3 clusters
  Score: Raw -11970503.155647 + Penalty 3814.736823 = -11966688.418824
  nChanged 1035
		SP:Iteration 17Q (22309.570000 sec): 3 clusters
  Score: Raw -11970655.075325 + Penalty 3814.736823 = -11966840.338502
  nChanged 918
		SP:Iteration 18Q (22310.450000 sec): 3 clusters
  Score: Raw -11970780.742514 + Penalty 3814.736823 = -11966966.005691
  nChanged 889
		SP:Iteration 19Q (22311.230000 sec): 3 clusters
  Score: Raw -11970903.546574 + Penalty 3814.736823 = -11967088.809751
  nChanged 894
		SP:Iteration 20F (22311.960000 sec): 3 clusters
  Score: Raw -11971027.089279 + Penalty 3814.736823 = -11967212.352456
  nChanged 929
		SP:Iteration 21Q (22312.720000 sec): 3 clusters
  Score: Raw -11971161.588041 + Penalty 3814.736823 = -11967346.851218
  nChanged 954
		SP:Iteration 22Q (22313.450000 sec): 3 clusters
  Score: Raw -11971305.173980 + Penalty 3814.736823 = -11967490.437157
  nChanged 987
		SP:Iteration 23Q (22314.300000 sec): 3 clusters
  Score: Raw -11971465.955214 + Penalty 3814.736823 = -11967651.218391
  nChanged 1025
		SP:Iteration 24Q (22315.080000 sec): 3 clusters
  Score: Raw -11971626.066719 + Penalty 3814.736823 = -11967811.329896
  nChanged 1013
		SP:Iteration 25Q (22315.780000 sec): 3 clusters
  Score: Raw -11971795.172356 + Penalty 3814.736823 = -11967980.435533
  nChanged 1055
		SP:Iteration 26Q (22316.510000 sec): 3 clusters
  Score: Raw -11971985.410808 + Penalty 3814.736823 = -11968170.673985
  nChanged 1153
		SP:Iteration 27Q (22317.270000 sec): 3 clusters
  Score: Raw -11972189.261502 + Penalty 3814.736823 = -11968374.524679
  nChanged 1146
		SP:Iteration 28Q (22318.050000 sec): 3 clusters
  Score: Raw -11972395.089554 + Penalty 3814.736823 = -11968580.352731
  nChanged 1253
		SP:Iteration 29Q (22318.770000 sec): 3 clusters
  Score: Raw -11972636.674898 + Penalty 3814.736823 = -11968821.938075
  nChanged 1313
		SP:Iteration 30Q (22319.500000 sec): 3 clusters
  Score: Raw -11972905.608590 + Penalty 3814.736823 = -11969090.871767
  nChanged 1371
		SP:Iteration 31Q (22320.340000 sec): 3 clusters
  Score: Raw -11973215.970486 + Penalty 3814.736823 = -11969401.233663
  nChanged 1496
		SP:Iteration 32Q (22321.160000 sec): 3 clusters
  Score: Raw -11973591.046405 + Penalty 3814.736823 = -11969776.309582
  nChanged 1653
		SP:Iteration 33Q (22321.920000 sec): 3 clusters
  Score: Raw -11974049.917340 + Penalty 3814.736823 = -11970235.180517
  nChanged 1678
		SP:Iteration 34Q (22322.740000 sec): 3 clusters
  Score: Raw -11974535.272879 + Penalty 3814.736823 = -11970720.536056
  nChanged 1784
		SP:Iteration 35Q (22323.530000 sec): 3 clusters
  Score: Raw -11975085.800237 + Penalty 3814.736823 = -11971271.063414
  nChanged 1900
		SP:Iteration 36Q (22324.360000 sec): 3 clusters
  Score: Raw -11975701.309625 + Penalty 3814.736823 = -11971886.572802
  nChanged 1927
		SP:Iteration 37Q (22325.170000 sec): 3 clusters
  Score: Raw -11976343.518126 + Penalty 3814.736823 = -11972528.781303
  nChanged 1979
		SP:Iteration 38Q (22325.960000 sec): 3 clusters
  Score: Raw -11977052.607878 + Penalty 3814.736823 = -11973237.871055
  nChanged 2056
		SP:Iteration 39Q (22326.730000 sec): 3 clusters
  Score: Raw -11977847.241864 + Penalty 3814.736823 = -11974032.505041
  nChanged 2055
		SP:Iteration 40F (22327.380000 sec): 3 clusters
  Score: Raw -11978707.373477 + Penalty 3814.736823 = -11974892.636654
  nChanged 2040
		SP:Iteration 41Q (22328.170000 sec): 3 clusters
  Score: Raw -11979552.853455 + Penalty 3814.736823 = -11975738.116632
  nChanged 1926
		SP:Iteration 42Q (22328.950000 sec): 3 clusters
  Score: Raw -11980350.898352 + Penalty 3814.736823 = -11976536.161529
  nChanged 1848
		SP:Iteration 43Q (22329.660000 sec): 3 clusters
  Score: Raw -11981139.992804 + Penalty 3814.736823 = -11977325.255981
  nChanged 1743
		SP:Iteration 44Q (22330.400000 sec): 3 clusters
  Score: Raw -11981870.371499 + Penalty 3814.736823 = -11978055.634676
  nChanged 1531
		SP:Iteration 45Q (22331.160000 sec): 3 clusters
  Score: Raw -11982503.482167 + Penalty 3814.736823 = -11978688.745344
  nChanged 1368
		SP:Iteration 46Q (22331.840000 sec): 3 clusters
  Score: Raw -11983054.557608 + Penalty 3814.736823 = -11979239.820785
  nChanged 1225
		SP:Iteration 47Q (22332.480000 sec): 3 clusters
  Score: Raw -11983528.164594 + Penalty 3814.736823 = -11979713.427771
  nChanged 990
		SP:Iteration 48Q (22333.180000 sec): 3 clusters
  Score: Raw -11983887.900703 + Penalty 3814.736823 = -11980073.163880
  nChanged 822
		SP:Iteration 49Q (22333.850000 sec): 3 clusters
  Score: Raw -11984170.664628 + Penalty 3814.736823 = -11980355.927805
  nChanged 686
		SP:Iteration 50Q (22334.570000 sec): 3 clusters
  Score: Raw -11984407.749707 + Penalty 3814.736823 = -11980593.012884
  nChanged 570
		SP:Iteration 51Q (22335.390000 sec): 3 clusters
  Score: Raw -11984586.717539 + Penalty 3814.736823 = -11980771.980716
  nChanged 488
		SP:Iteration 52Q (22336.090000 sec): 3 clusters
  Score: Raw -11984728.855898 + Penalty 3814.736823 = -11980914.119075
  nChanged 389
		SP:Iteration 53Q (22336.780000 sec): 3 clusters
  Score: Raw -11984834.635386 + Penalty 3814.736823 = -11981019.898563
  nChanged 323
		SP:Iteration 54Q (22337.560000 sec): 3 clusters
  Score: Raw -11984918.217061 + Penalty 3814.736823 = -11981103.480238
  nChanged 272
		SP:Iteration 55Q (22338.300000 sec): 3 clusters
  Score: Raw -11984984.696125 + Penalty 3814.736823 = -11981169.959302
  nChanged 207
		SP:Iteration 56Q (22339.140000 sec): 3 clusters
  Score: Raw -11985033.765018 + Penalty 3814.736823 = -11981219.028195
  nChanged 197
		SP:Iteration 57Q (22339.920000 sec): 3 clusters
  Score: Raw -11985080.540594 + Penalty 3814.736823 = -11981265.803771
  nChanged 179
		SP:Iteration 58Q (22340.580000 sec): 3 clusters
  Score: Raw -11985121.618081 + Penalty 3814.736823 = -11981306.881258
  nChanged 172
		SP:Iteration 59Q (22341.320000 sec): 3 clusters
  Score: Raw -11985159.799141 + Penalty 3814.736823 = -11981345.062318
  nChanged 145
		SP:Iteration 60F (22342.080000 sec): 3 clusters
  Score: Raw -11985194.894551 + Penalty 3814.736823 = -11981380.157728
  nChanged 135
		SP:Iteration 61Q (22342.870000 sec): 3 clusters
  Score: Raw -11985223.825084 + Penalty 3814.736823 = -11981409.088261
  nChanged 123
		SP:Iteration 62Q (22343.550000 sec): 3 clusters
  Score: Raw -11985253.371620 + Penalty 3814.736823 = -11981438.634797
  nChanged 116
		SP:Iteration 63Q (22344.240000 sec): 3 clusters
  Score: Raw -11985284.989567 + Penalty 3814.736823 = -11981470.252744
  nChanged 118
		SP:Iteration 64Q (22344.940000 sec): 3 clusters
  Score: Raw -11985316.322736 + Penalty 3814.736823 = -11981501.585913
  nChanged 102
		SP:Iteration 65Q (22345.640000 sec): 3 clusters
  Score: Raw -11985341.815218 + Penalty 3814.736823 = -11981527.078395
  nChanged 93
		SP:Iteration 66Q (22346.320000 sec): 3 clusters
  Score: Raw -11985365.172211 + Penalty 3814.736823 = -11981550.435388
  nChanged 88
		SP:Iteration 67Q (22347.050000 sec): 3 clusters
  Score: Raw -11985384.048930 + Penalty 3814.736823 = -11981569.312107
  nChanged 69
		SP:Iteration 68Q (22347.780000 sec): 3 clusters
  Score: Raw -11985396.383867 + Penalty 3814.736823 = -11981581.647044
  nChanged 63
		SP:Iteration 69Q (22348.470000 sec): 3 clusters
  Score: Raw -11985410.618373 + Penalty 3814.736823 = -11981595.881550
  nChanged 77
		SP:Iteration 70Q (22349.320000 sec): 3 clusters
  Score: Raw -11985429.189672 + Penalty 3814.736823 = -11981614.452849
  nChanged 60
		SP:Iteration 71Q (22350.280000 sec): 3 clusters
  Score: Raw -11985443.555422 + Penalty 3814.736823 = -11981628.818599
  nChanged 64
		SP:Iteration 72Q (22351.230000 sec): 3 clusters
  Score: Raw -11985457.506109 + Penalty 3814.736823 = -11981642.769286
  nChanged 55
		SP:Iteration 73Q (22352.200000 sec): 3 clusters
  Score: Raw -11985468.606520 + Penalty 3814.736823 = -11981653.869697
  nChanged 48
		SP:Iteration 74Q (22353.210000 sec): 3 clusters
  Score: Raw -11985476.879190 + Penalty 3814.736823 = -11981662.142367
  nChanged 40
		SP:Iteration 75Q (22354.070000 sec): 3 clusters
  Score: Raw -11985482.496369 + Penalty 3814.736823 = -11981667.759546
  nChanged 25
		SP:Iteration 76Q (22354.800000 sec): 3 clusters
  Score: Raw -11985486.463941 + Penalty 3814.736823 = -11981671.727118
  nChanged 31
		SP:Iteration 77Q (22355.560000 sec): 3 clusters
  Score: Raw -11985491.099336 + Penalty 3814.736823 = -11981676.362513
  nChanged 33
		SP:Iteration 78Q (22356.360000 sec): 3 clusters
  Score: Raw -11985496.067445 + Penalty 3814.736823 = -11981681.330622
  nChanged 22
		SP:Iteration 79Q (22357.020000 sec): 3 clusters
  Score: Raw -11985499.543678 + Penalty 3814.736823 = -11981684.806855
  nChanged 21
		SP:Iteration 80F (22357.810000 sec): 3 clusters
  Score: Raw -11985502.429459 + Penalty 3814.736823 = -11981687.692636
  nChanged 16
		SP:Iteration 81Q (22358.440000 sec): 3 clusters
  Score: Raw -11985504.613675 + Penalty 3814.736823 = -11981689.876852
  nChanged 14
		SP:Iteration 82Q (22359.040000 sec): 3 clusters
  Score: Raw -11985506.629851 + Penalty 3814.736823 = -11981691.893028
  nChanged 18
		SP:Iteration 83Q (22359.700000 sec): 3 clusters
  Score: Raw -11985508.808074 + Penalty 3814.736823 = -11981694.071251
  nChanged 14
		SP:Iteration 84Q (22360.370000 sec): 3 clusters
  Score: Raw -11985510.541062 + Penalty 3814.736823 = -11981695.804239
  nChanged 15
		SP:Iteration 85Q (22360.990000 sec): 3 clusters
  Score: Raw -11985512.550698 + Penalty 3814.736823 = -11981697.813875
  nChanged 18
		SP:Iteration 86Q (22361.720000 sec): 3 clusters
  Score: Raw -11985514.697846 + Penalty 3814.736823 = -11981699.961023
  nChanged 8
		SP:Iteration 87Q (22362.400000 sec): 3 clusters
  Score: Raw -11985515.305162 + Penalty 3814.736823 = -11981700.568339
  nChanged 8
		SP:Iteration 88Q (22363.040000 sec): 3 clusters
  Score: Raw -11985516.114697 + Penalty 3814.736823 = -11981701.377874
  nChanged 8
		SP:Iteration 89Q (22363.740000 sec): 3 clusters
  Score: Raw -11985516.973624 + Penalty 3814.736823 = -11981702.236801
  nChanged 6
		SP:Iteration 90Q (22364.460000 sec): 3 clusters
  Score: Raw -11985517.498221 + Penalty 3814.736823 = -11981702.761398
  nChanged 2
		SP:Iteration 91Q (22365.150000 sec): 3 clusters
  Score: Raw -11985517.677949 + Penalty 3814.736823 = -11981702.941126
  nChanged 3
		SP:Iteration 92Q (22365.870000 sec): 3 clusters
  Score: Raw -11985517.886778 + Penalty 3814.736823 = -11981703.149955
  nChanged 4
		SP:Iteration 93Q (22366.540000 sec): 3 clusters
  Score: Raw -11985518.207980 + Penalty 3814.736823 = -11981703.471157
  nChanged 1
		SP:Iteration 94Q (22367.170000 sec): 3 clusters
  Score: Raw -11985518.254695 + Penalty 3814.736823 = -11981703.517872
  nChanged 1
		SP:Iteration 95Q (22367.860000 sec): 3 clusters
  Score: Raw -11985518.318576 + Penalty 3814.736823 = -11981703.581753
  nChanged 1
		SP:Iteration 96Q (22368.550000 sec): 3 clusters
  Score: Raw -11985518.440285 + Penalty 3814.736823 = -11981703.703462
  nChanged 2
		SP:Iteration 97Q (22369.250000 sec): 3 clusters
  Score: Raw -11985518.605994 + Penalty 3814.736823 = -11981703.869171
  nChanged 0
		SP:Iteration 98F (22370.000000 sec): 3 clusters
  Score: Raw -11985518.605994 + Penalty 3814.736823 = -11981703.869171
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 2 (2217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22370.150000 sec): 2 clusters
  Score: Raw -212430.506232 + Penalty 1251.885409 = -211178.620823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22370.370000 sec): 3 clusters
  Score: Raw -211486.270891 + Penalty 2503.770818 = -208982.500073
  nChanged 817
		SP:Iteration 1F (22370.550000 sec): 3 clusters
  Score: Raw -212053.915425 + Penalty 2503.770818 = -209550.144607
  nChanged 175
		SP:Iteration 2F (22370.710000 sec): 3 clusters
  Score: Raw -212207.723243 + Penalty 2503.770818 = -209703.952425
  nChanged 143
		SP:Iteration 3F (22370.940000 sec): 3 clusters
  Score: Raw -212362.540180 + Penalty 2503.770818 = -209858.769362
  nChanged 118
		SP:Iteration 4F (22371.110000 sec): 3 clusters
  Score: Raw -212467.307358 + Penalty 2503.770818 = -209963.536540
  nChanged 85
		SP:Iteration 5Q (22371.260000 sec): 3 clusters
  Score: Raw -212541.686222 + Penalty 2503.770818 = -210037.915404
  nChanged 81
		SP:Iteration 6Q (22371.430000 sec): 3 clusters
  Score: Raw -212611.000240 + Penalty 2503.770818 = -210107.229422
  nChanged 57
		SP:Iteration 7Q (22371.600000 sec): 3 clusters
  Score: Raw -212663.607462 + Penalty 2503.770818 = -210159.836643
  nChanged 57
		SP:Iteration 8Q (22371.760000 sec): 3 clusters
  Score: Raw -212715.199014 + Penalty 2503.770818 = -210211.428196
  nChanged 52
		SP:Iteration 9Q (22371.920000 sec): 3 clusters
  Score: Raw -212757.436332 + Penalty 2503.770818 = -210253.665514
  nChanged 32
		SP:Iteration 10Q (22372.110000 sec): 3 clusters
  Score: Raw -212782.557099 + Penalty 2503.770818 = -210278.786281
  nChanged 22
		SP:Iteration 11Q (22372.290000 sec): 3 clusters
  Score: Raw -212800.434765 + Penalty 2503.770818 = -210296.663947
  nChanged 35
		SP:Iteration 12Q (22372.460000 sec): 3 clusters
  Score: Raw -212826.620196 + Penalty 2503.770818 = -210322.849378
  nChanged 28
		SP:Iteration 13Q (22372.620000 sec): 3 clusters
  Score: Raw -212848.402453 + Penalty 2503.770818 = -210344.631635
  nChanged 35
		SP:Iteration 14Q (22372.800000 sec): 3 clusters
  Score: Raw -212875.146135 + Penalty 2503.770818 = -210371.375317
  nChanged 34
		SP:Iteration 15Q (22372.970000 sec): 3 clusters
  Score: Raw -212907.524139 + Penalty 2503.770818 = -210403.753321
  nChanged 43
		SP:Iteration 16Q (22373.140000 sec): 3 clusters
  Score: Raw -212958.110073 + Penalty 2503.770818 = -210454.339255
  nChanged 41
		SP:Iteration 17Q (22373.310000 sec): 3 clusters
  Score: Raw -213010.587277 + Penalty 2503.770818 = -210506.816459
  nChanged 47
		SP:Iteration 18Q (22373.430000 sec): 3 clusters
  Score: Raw -213064.328832 + Penalty 2503.770818 = -210560.558014
  nChanged 39
		SP:Iteration 19Q (22373.630000 sec): 3 clusters
  Score: Raw -213105.433780 + Penalty 2503.770818 = -210601.662962
  nChanged 31
		SP:Iteration 20F (22373.820000 sec): 3 clusters
  Score: Raw -213137.093787 + Penalty 2503.770818 = -210633.322969
  nChanged 25
		SP:Iteration 21Q (22374.020000 sec): 3 clusters
  Score: Raw -213157.954087 + Penalty 2503.770818 = -210654.183269
  nChanged 21
		SP:Iteration 22Q (22374.230000 sec): 3 clusters
  Score: Raw -213178.223497 + Penalty 2503.770818 = -210674.452679
  nChanged 19
		SP:Iteration 23Q (22374.360000 sec): 3 clusters
  Score: Raw -213196.026029 + Penalty 2503.770818 = -210692.255211
  nChanged 18
		SP:Iteration 24Q (22374.550000 sec): 3 clusters
  Score: Raw -213211.568905 + Penalty 2503.770818 = -210707.798087
  nChanged 15
		SP:Iteration 25Q (22374.700000 sec): 3 clusters
  Score: Raw -213222.790676 + Penalty 2503.770818 = -210719.019857
  nChanged 10
		SP:Iteration 26Q (22374.900000 sec): 3 clusters
  Score: Raw -213229.529248 + Penalty 2503.770818 = -210725.758430
  nChanged 5
		SP:Iteration 27Q (22375.120000 sec): 3 clusters
  Score: Raw -213231.944620 + Penalty 2503.770818 = -210728.173802
  nChanged 3
		SP:Iteration 28Q (22375.340000 sec): 3 clusters
  Score: Raw -213232.984706 + Penalty 2503.770818 = -210729.213888
  nChanged 0
		SP:Iteration 29F (22375.500000 sec): 3 clusters
  Score: Raw -213232.984706 + Penalty 2503.770818 = -210729.213888
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 3 (8947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22375.620000 sec): 2 clusters
  Score: Raw -940853.474604 + Penalty 1478.599453 = -939374.875151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22375.770000 sec): 3 clusters
  Score: Raw -935897.948164 + Penalty 2957.198907 = -932940.749257
  nChanged 3787
		SP:Iteration 1F (22376.000000 sec): 3 clusters
  Score: Raw -938013.495299 + Penalty 2957.198907 = -935056.296392
  nChanged 642
		SP:Iteration 2F (22376.220000 sec): 3 clusters
  Score: Raw -938445.353644 + Penalty 2957.198907 = -935488.154737
  nChanged 617
		SP:Iteration 3F (22376.460000 sec): 3 clusters
  Score: Raw -938887.842066 + Penalty 2957.198907 = -935930.643160
  nChanged 598
		SP:Iteration 4F (22376.640000 sec): 3 clusters
  Score: Raw -939299.344496 + Penalty 2957.198907 = -936342.145589
  nChanged 575
		SP:Iteration 5F (22376.840000 sec): 3 clusters
  Score: Raw -939694.385184 + Penalty 2957.198907 = -936737.186278
  nChanged 485
		SP:Iteration 6F (22377.120000 sec): 3 clusters
  Score: Raw -940075.533431 + Penalty 2957.198907 = -937118.334524
  nChanged 451
		SP:Iteration 7F (22377.300000 sec): 3 clusters
  Score: Raw -940464.056563 + Penalty 2957.198907 = -937506.857656
  nChanged 390
		SP:Iteration 8Q (22377.560000 sec): 3 clusters
  Score: Raw -940775.485756 + Penalty 2957.198907 = -937818.286849
  nChanged 330
		SP:Iteration 9Q (22377.770000 sec): 3 clusters
  Score: Raw -941086.033147 + Penalty 2957.198907 = -938128.834240
  nChanged 283
		SP:Iteration 10Q (22377.970000 sec): 3 clusters
  Score: Raw -941317.445602 + Penalty 2957.198907 = -938360.246695
  nChanged 232
		SP:Iteration 11Q (22378.160000 sec): 3 clusters
  Score: Raw -941454.681428 + Penalty 2957.198907 = -938497.482522
  nChanged 149
		SP:Iteration 12Q (22378.420000 sec): 3 clusters
  Score: Raw -941513.565666 + Penalty 2957.198907 = -938556.366760
  nChanged 107
		SP:Iteration 13Q (22378.660000 sec): 3 clusters
  Score: Raw -941551.969324 + Penalty 2957.198907 = -938594.770417
  nChanged 83
		SP:Iteration 14Q (22378.900000 sec): 3 clusters
  Score: Raw -941581.800999 + Penalty 2957.198907 = -938624.602093
  nChanged 70
		SP:Iteration 15Q (22379.100000 sec): 3 clusters
  Score: Raw -941604.447953 + Penalty 2957.198907 = -938647.249046
  nChanged 59
		SP:Iteration 16Q (22379.280000 sec): 3 clusters
  Score: Raw -941619.346272 + Penalty 2957.198907 = -938662.147365
  nChanged 53
		SP:Iteration 17Q (22379.550000 sec): 3 clusters
  Score: Raw -941633.221072 + Penalty 2957.198907 = -938676.022165
  nChanged 59
		SP:Iteration 18Q (22379.770000 sec): 3 clusters
  Score: Raw -941654.831683 + Penalty 2957.198907 = -938697.632776
  nChanged 70
		SP:Iteration 19Q (22379.980000 sec): 3 clusters
  Score: Raw -941675.460360 + Penalty 2957.198907 = -938718.261453
  nChanged 61
		SP:Iteration 20F (22380.220000 sec): 3 clusters
  Score: Raw -941693.688072 + Penalty 2957.198907 = -938736.489165
  nChanged 58
		SP:Iteration 21Q (22380.420000 sec): 3 clusters
  Score: Raw -941710.274065 + Penalty 2957.198907 = -938753.075158
  nChanged 64
		SP:Iteration 22Q (22380.660000 sec): 3 clusters
  Score: Raw -941733.644740 + Penalty 2957.198907 = -938776.445833
  nChanged 67
		SP:Iteration 23Q (22380.840000 sec): 3 clusters
  Score: Raw -941755.776562 + Penalty 2957.198907 = -938798.577655
  nChanged 71
		SP:Iteration 24Q (22381.050000 sec): 3 clusters
  Score: Raw -941776.849215 + Penalty 2957.198907 = -938819.650308
  nChanged 58
		SP:Iteration 25Q (22381.280000 sec): 3 clusters
  Score: Raw -941795.013124 + Penalty 2957.198907 = -938837.814218
  nChanged 70
		SP:Iteration 26Q (22381.500000 sec): 3 clusters
  Score: Raw -941816.430536 + Penalty 2957.198907 = -938859.231629
  nChanged 74
		SP:Iteration 27Q (22381.690000 sec): 3 clusters
  Score: Raw -941842.947456 + Penalty 2957.198907 = -938885.748549
  nChanged 71
		SP:Iteration 28Q (22381.880000 sec): 3 clusters
  Score: Raw -941869.006623 + Penalty 2957.198907 = -938911.807716
  nChanged 80
		SP:Iteration 29Q (22382.120000 sec): 3 clusters
  Score: Raw -941898.710330 + Penalty 2957.198907 = -938941.511423
  nChanged 66
		SP:Iteration 30Q (22382.370000 sec): 3 clusters
  Score: Raw -941917.898358 + Penalty 2957.198907 = -938960.699452
  nChanged 66
		SP:Iteration 31Q (22382.650000 sec): 3 clusters
  Score: Raw -941936.847330 + Penalty 2957.198907 = -938979.648423
  nChanged 59
		SP:Iteration 32Q (22382.910000 sec): 3 clusters
  Score: Raw -941952.883003 + Penalty 2957.198907 = -938995.684096
  nChanged 59
		SP:Iteration 33Q (22383.150000 sec): 3 clusters
  Score: Raw -941968.568142 + Penalty 2957.198907 = -939011.369235
  nChanged 55
		SP:Iteration 34Q (22383.390000 sec): 3 clusters
  Score: Raw -941984.934428 + Penalty 2957.198907 = -939027.735521
  nChanged 57
		SP:Iteration 35Q (22383.620000 sec): 3 clusters
  Score: Raw -942003.665651 + Penalty 2957.198907 = -939046.466744
  nChanged 70
		SP:Iteration 36Q (22383.850000 sec): 3 clusters
  Score: Raw -942025.328970 + Penalty 2957.198907 = -939068.130064
  nChanged 58
		SP:Iteration 37Q (22384.070000 sec): 3 clusters
  Score: Raw -942040.739679 + Penalty 2957.198907 = -939083.540772
  nChanged 48
		SP:Iteration 38Q (22384.340000 sec): 3 clusters
  Score: Raw -942052.239885 + Penalty 2957.198907 = -939095.040978
  nChanged 43
		SP:Iteration 39Q (22384.590000 sec): 3 clusters
  Score: Raw -942060.993952 + Penalty 2957.198907 = -939103.795045
  nChanged 29
		SP:Iteration 40F (22384.830000 sec): 3 clusters
  Score: Raw -942067.062718 + Penalty 2957.198907 = -939109.863812
  nChanged 26
		SP:Iteration 41Q (22385.030000 sec): 3 clusters
  Score: Raw -942072.337496 + Penalty 2957.198907 = -939115.138589
  nChanged 30
		SP:Iteration 42Q (22385.270000 sec): 3 clusters
  Score: Raw -942079.181074 + Penalty 2957.198907 = -939121.982167
  nChanged 27
		SP:Iteration 43Q (22385.530000 sec): 3 clusters
  Score: Raw -942083.664819 + Penalty 2957.198907 = -939126.465912
  nChanged 20
		SP:Iteration 44Q (22385.730000 sec): 3 clusters
  Score: Raw -942086.099741 + Penalty 2957.198907 = -939128.900834
  nChanged 15
		SP:Iteration 45Q (22385.990000 sec): 3 clusters
  Score: Raw -942088.452503 + Penalty 2957.198907 = -939131.253596
  nChanged 13
		SP:Iteration 46Q (22386.220000 sec): 3 clusters
  Score: Raw -942090.464600 + Penalty 2957.198907 = -939133.265693
  nChanged 11
		SP:Iteration 47Q (22386.460000 sec): 3 clusters
  Score: Raw -942092.209923 + Penalty 2957.198907 = -939135.011016
  nChanged 10
		SP:Iteration 48Q (22386.690000 sec): 3 clusters
  Score: Raw -942093.354924 + Penalty 2957.198907 = -939136.156017
  nChanged 7
		SP:Iteration 49Q (22386.890000 sec): 3 clusters
  Score: Raw -942094.651925 + Penalty 2957.198907 = -939137.453018
  nChanged 5
		SP:Iteration 50Q (22387.110000 sec): 3 clusters
  Score: Raw -942095.076078 + Penalty 2957.198907 = -939137.877171
  nChanged 2
		SP:Iteration 51Q (22387.310000 sec): 3 clusters
  Score: Raw -942095.181280 + Penalty 2957.198907 = -939137.982373
  nChanged 2
		SP:Iteration 52Q (22387.530000 sec): 3 clusters
  Score: Raw -942095.456739 + Penalty 2957.198907 = -939138.257832
  nChanged 4
		SP:Iteration 53Q (22387.730000 sec): 3 clusters
  Score: Raw -942096.031041 + Penalty 2957.198907 = -939138.832134
  nChanged 3
		SP:Iteration 54Q (22387.950000 sec): 3 clusters
  Score: Raw -942096.563648 + Penalty 2957.198907 = -939139.364741
  nChanged 2
		SP:Iteration 55Q (22388.160000 sec): 3 clusters
  Score: Raw -942096.821566 + Penalty 2957.198907 = -939139.622659
  nChanged 2
		SP:Iteration 56Q (22388.390000 sec): 3 clusters
  Score: Raw -942097.087730 + Penalty 2957.198907 = -939139.888823
  nChanged 0
		SP:Iteration 57F (22388.650000 sec): 3 clusters
  Score: Raw -942097.087730 + Penalty 2957.198907 = -939139.888823
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 4 (3207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22388.770000 sec): 2 clusters
  Score: Raw -297827.463265 + Penalty 1311.877320 = -296515.585945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22388.970000 sec): 3 clusters
  Score: Raw -296346.627813 + Penalty 2623.754640 = -293722.873173
  nChanged 1163
		SP:Iteration 1F (22389.130000 sec): 3 clusters
  Score: Raw -297061.452658 + Penalty 2623.754640 = -294437.698018
  nChanged 259
		SP:Iteration 2F (22389.310000 sec): 3 clusters
  Score: Raw -297258.865114 + Penalty 2623.754640 = -294635.110474
  nChanged 198
		SP:Iteration 3F (22389.490000 sec): 3 clusters
  Score: Raw -297395.595286 + Penalty 2623.754640 = -294771.840646
  nChanged 146
		SP:Iteration 4Q (22389.640000 sec): 3 clusters
  Score: Raw -297508.475429 + Penalty 2623.754640 = -294884.720789
  nChanged 167
		SP:Iteration 5F (22389.790000 sec): 3 clusters
  Score: Raw -297616.628103 + Penalty 2623.754640 = -294992.873463
  nChanged 138
		SP:Iteration 6Q (22389.950000 sec): 3 clusters
  Score: Raw -297705.544164 + Penalty 2623.754640 = -295081.789524
  nChanged 110
		SP:Iteration 7Q (22390.110000 sec): 3 clusters
  Score: Raw -297774.523288 + Penalty 2623.754640 = -295150.768648
  nChanged 96
		SP:Iteration 8Q (22390.280000 sec): 3 clusters
  Score: Raw -297832.922697 + Penalty 2623.754640 = -295209.168057
  nChanged 88
		SP:Iteration 9Q (22390.440000 sec): 3 clusters
  Score: Raw -297887.150667 + Penalty 2623.754640 = -295263.396027
  nChanged 80
		SP:Iteration 10Q (22390.580000 sec): 3 clusters
  Score: Raw -297931.317105 + Penalty 2623.754640 = -295307.562465
  nChanged 61
		SP:Iteration 11Q (22390.770000 sec): 3 clusters
  Score: Raw -297962.224458 + Penalty 2623.754640 = -295338.469818
  nChanged 40
		SP:Iteration 12Q (22390.950000 sec): 3 clusters
  Score: Raw -297979.835991 + Penalty 2623.754640 = -295356.081351
  nChanged 36
		SP:Iteration 13Q (22391.110000 sec): 3 clusters
  Score: Raw -297998.921662 + Penalty 2623.754640 = -295375.167022
  nChanged 33
		SP:Iteration 14Q (22391.270000 sec): 3 clusters
  Score: Raw -298011.076381 + Penalty 2623.754640 = -295387.321741
  nChanged 30
		SP:Iteration 15Q (22391.450000 sec): 3 clusters
  Score: Raw -298023.076434 + Penalty 2623.754640 = -295399.321795
  nChanged 28
		SP:Iteration 16Q (22391.610000 sec): 3 clusters
  Score: Raw -298034.891188 + Penalty 2623.754640 = -295411.136549
  nChanged 28
		SP:Iteration 17Q (22391.770000 sec): 3 clusters
  Score: Raw -298045.299819 + Penalty 2623.754640 = -295421.545179
  nChanged 21
		SP:Iteration 18Q (22391.920000 sec): 3 clusters
  Score: Raw -298054.768322 + Penalty 2623.754640 = -295431.013682
  nChanged 22
		SP:Iteration 19Q (22392.070000 sec): 3 clusters
  Score: Raw -298066.259938 + Penalty 2623.754640 = -295442.505299
  nChanged 29
		SP:Iteration 20F (22392.230000 sec): 3 clusters
  Score: Raw -298081.303728 + Penalty 2623.754640 = -295457.549088
  nChanged 23
		SP:Iteration 21Q (22392.390000 sec): 3 clusters
  Score: Raw -298090.594114 + Penalty 2623.754640 = -295466.839474
  nChanged 20
		SP:Iteration 22Q (22392.550000 sec): 3 clusters
  Score: Raw -298096.165508 + Penalty 2623.754640 = -295472.410869
  nChanged 16
		SP:Iteration 23Q (22392.700000 sec): 3 clusters
  Score: Raw -298101.571486 + Penalty 2623.754640 = -295477.816847
  nChanged 10
		SP:Iteration 24Q (22392.860000 sec): 3 clusters
  Score: Raw -298105.323378 + Penalty 2623.754640 = -295481.568738
  nChanged 9
		SP:Iteration 25Q (22393.020000 sec): 3 clusters
  Score: Raw -298109.803471 + Penalty 2623.754640 = -295486.048831
  nChanged 14
		SP:Iteration 26Q (22393.170000 sec): 3 clusters
  Score: Raw -298117.282106 + Penalty 2623.754640 = -295493.527466
  nChanged 17
		SP:Iteration 27Q (22393.310000 sec): 3 clusters
  Score: Raw -298123.676533 + Penalty 2623.754640 = -295499.921893
  nChanged 10
		SP:Iteration 28Q (22393.460000 sec): 3 clusters
  Score: Raw -298126.718961 + Penalty 2623.754640 = -295502.964321
  nChanged 8
		SP:Iteration 29Q (22393.610000 sec): 3 clusters
  Score: Raw -298128.789618 + Penalty 2623.754640 = -295505.034978
  nChanged 8
		SP:Iteration 30Q (22393.800000 sec): 3 clusters
  Score: Raw -298132.154381 + Penalty 2623.754640 = -295508.399741
  nChanged 9
		SP:Iteration 31Q (22393.970000 sec): 3 clusters
  Score: Raw -298135.681660 + Penalty 2623.754640 = -295511.927021
  nChanged 9
		SP:Iteration 32Q (22394.170000 sec): 3 clusters
  Score: Raw -298138.505201 + Penalty 2623.754640 = -295514.750562
  nChanged 6
		SP:Iteration 33Q (22394.390000 sec): 3 clusters
  Score: Raw -298142.791931 + Penalty 2623.754640 = -295519.037291
  nChanged 10
		SP:Iteration 34Q (22394.600000 sec): 3 clusters
  Score: Raw -298147.176084 + Penalty 2623.754640 = -295523.421444
  nChanged 8
		SP:Iteration 35Q (22394.770000 sec): 3 clusters
  Score: Raw -298150.305482 + Penalty 2623.754640 = -295526.550842
  nChanged 4
		SP:Iteration 36Q (22394.950000 sec): 3 clusters
  Score: Raw -298151.481983 + Penalty 2623.754640 = -295527.727343
  nChanged 7
		SP:Iteration 37Q (22395.130000 sec): 3 clusters
  Score: Raw -298153.859480 + Penalty 2623.754640 = -295530.104840
  nChanged 9
		SP:Iteration 38Q (22395.350000 sec): 3 clusters
  Score: Raw -298157.427585 + Penalty 2623.754640 = -295533.672946
  nChanged 9
		SP:Iteration 39Q (22395.540000 sec): 3 clusters
  Score: Raw -298160.408312 + Penalty 2623.754640 = -295536.653672
  nChanged 8
		SP:Iteration 40F (22395.710000 sec): 3 clusters
  Score: Raw -298162.910330 + Penalty 2623.754640 = -295539.155690
  nChanged 10
		SP:Iteration 41Q (22395.910000 sec): 3 clusters
  Score: Raw -298166.292502 + Penalty 2623.754640 = -295542.537862
  nChanged 7
		SP:Iteration 42Q (22396.090000 sec): 3 clusters
  Score: Raw -298168.653884 + Penalty 2623.754640 = -295544.899244
  nChanged 7
		SP:Iteration 43Q (22396.290000 sec): 3 clusters
  Score: Raw -298171.331929 + Penalty 2623.754640 = -295547.577289
  nChanged 11
		SP:Iteration 44Q (22396.520000 sec): 3 clusters
  Score: Raw -298175.389106 + Penalty 2623.754640 = -295551.634466
  nChanged 13
		SP:Iteration 45Q (22396.730000 sec): 3 clusters
  Score: Raw -298179.779071 + Penalty 2623.754640 = -295556.024431
  nChanged 9
		SP:Iteration 46Q (22396.850000 sec): 3 clusters
  Score: Raw -298184.438940 + Penalty 2623.754640 = -295560.684300
  nChanged 9
		SP:Iteration 47Q (22397.070000 sec): 3 clusters
  Score: Raw -298187.596260 + Penalty 2623.754640 = -295563.841620
  nChanged 6
		SP:Iteration 48Q (22397.230000 sec): 3 clusters
  Score: Raw -298189.120683 + Penalty 2623.754640 = -295565.366043
  nChanged 9
		SP:Iteration 49Q (22397.390000 sec): 3 clusters
  Score: Raw -298192.081756 + Penalty 2623.754640 = -295568.327116
  nChanged 5
		SP:Iteration 50Q (22397.610000 sec): 3 clusters
  Score: Raw -298193.483374 + Penalty 2623.754640 = -295569.728734
  nChanged 3
		SP:Iteration 51Q (22397.800000 sec): 3 clusters
  Score: Raw -298193.995980 + Penalty 2623.754640 = -295570.241340
  nChanged 1
		SP:Iteration 52Q (22397.960000 sec): 3 clusters
  Score: Raw -298194.149284 + Penalty 2623.754640 = -295570.394644
  nChanged 0
		SP:Iteration 53F (22398.150000 sec): 3 clusters
  Score: Raw -298194.149284 + Penalty 2623.754640 = -295570.394644
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 5 (5363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22398.280000 sec): 2 clusters
  Score: Raw -500686.955768 + Penalty 1395.432805 = -499291.522963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22398.530000 sec): 3 clusters
  Score: Raw -497889.949669 + Penalty 2790.865610 = -495099.084059
  nChanged 2193
		SP:Iteration 1F (22398.720000 sec): 3 clusters
  Score: Raw -499148.605763 + Penalty 2790.865610 = -496357.740154
  nChanged 416
		SP:Iteration 2F (22398.960000 sec): 3 clusters
  Score: Raw -499452.917504 + Penalty 2790.865610 = -496662.051895
  nChanged 336
		SP:Iteration 3F (22399.140000 sec): 3 clusters
  Score: Raw -499677.414366 + Penalty 2790.865610 = -496886.548757
  nChanged 287
		SP:Iteration 4F (22399.380000 sec): 3 clusters
  Score: Raw -499845.513553 + Penalty 2790.865610 = -497054.647944
  nChanged 254
		SP:Iteration 5Q (22399.620000 sec): 3 clusters
  Score: Raw -500016.552416 + Penalty 2790.865610 = -497225.686807
  nChanged 251
		SP:Iteration 6Q (22399.810000 sec): 3 clusters
  Score: Raw -500194.789245 + Penalty 2790.865610 = -497403.923636
  nChanged 241
		SP:Iteration 7Q (22400.050000 sec): 3 clusters
  Score: Raw -500339.267341 + Penalty 2790.865610 = -497548.401731
  nChanged 181
		SP:Iteration 8Q (22400.240000 sec): 3 clusters
  Score: Raw -500430.726942 + Penalty 2790.865610 = -497639.861333
  nChanged 158
		SP:Iteration 9Q (22400.440000 sec): 3 clusters
  Score: Raw -500513.726090 + Penalty 2790.865610 = -497722.860481
  nChanged 144
		SP:Iteration 10Q (22400.670000 sec): 3 clusters
  Score: Raw -500592.799190 + Penalty 2790.865610 = -497801.933581
  nChanged 131
		SP:Iteration 11Q (22400.850000 sec): 3 clusters
  Score: Raw -500651.170380 + Penalty 2790.865610 = -497860.304771
  nChanged 96
		SP:Iteration 12Q (22401.050000 sec): 3 clusters
  Score: Raw -500686.830613 + Penalty 2790.865610 = -497895.965003
  nChanged 69
		SP:Iteration 13Q (22401.230000 sec): 3 clusters
  Score: Raw -500710.360450 + Penalty 2790.865610 = -497919.494840
  nChanged 59
		SP:Iteration 14Q (22401.420000 sec): 3 clusters
  Score: Raw -500729.607971 + Penalty 2790.865610 = -497938.742361
  nChanged 53
		SP:Iteration 15Q (22401.630000 sec): 3 clusters
  Score: Raw -500747.027095 + Penalty 2790.865610 = -497956.161486
  nChanged 48
		SP:Iteration 16Q (22401.800000 sec): 3 clusters
  Score: Raw -500765.802108 + Penalty 2790.865610 = -497974.936499
  nChanged 43
		SP:Iteration 17Q (22401.940000 sec): 3 clusters
  Score: Raw -500781.255157 + Penalty 2790.865610 = -497990.389547
  nChanged 54
		SP:Iteration 18Q (22402.100000 sec): 3 clusters
  Score: Raw -500800.144002 + Penalty 2790.865610 = -498009.278392
  nChanged 45
		SP:Iteration 19Q (22402.240000 sec): 3 clusters
  Score: Raw -500817.815404 + Penalty 2790.865610 = -498026.949795
  nChanged 49
		SP:Iteration 20F (22402.440000 sec): 3 clusters
  Score: Raw -500837.221133 + Penalty 2790.865610 = -498046.355523
  nChanged 53
		SP:Iteration 21Q (22402.610000 sec): 3 clusters
  Score: Raw -500856.649054 + Penalty 2790.865610 = -498065.783444
  nChanged 45
		SP:Iteration 22Q (22402.790000 sec): 3 clusters
  Score: Raw -500875.404970 + Penalty 2790.865610 = -498084.539360
  nChanged 42
		SP:Iteration 23Q (22402.940000 sec): 3 clusters
  Score: Raw -500891.954323 + Penalty 2790.865610 = -498101.088714
  nChanged 38
		SP:Iteration 24Q (22403.150000 sec): 3 clusters
  Score: Raw -500909.353035 + Penalty 2790.865610 = -498118.487425
  nChanged 40
		SP:Iteration 25Q (22403.350000 sec): 3 clusters
  Score: Raw -500927.705266 + Penalty 2790.865610 = -498136.839657
  nChanged 48
		SP:Iteration 26Q (22403.540000 sec): 3 clusters
  Score: Raw -500946.795343 + Penalty 2790.865610 = -498155.929733
  nChanged 33
		SP:Iteration 27Q (22403.740000 sec): 3 clusters
  Score: Raw -500958.259595 + Penalty 2790.865610 = -498167.393986
  nChanged 33
		SP:Iteration 28Q (22403.980000 sec): 3 clusters
  Score: Raw -500971.266602 + Penalty 2790.865610 = -498180.400992
  nChanged 27
		SP:Iteration 29Q (22404.160000 sec): 3 clusters
  Score: Raw -500980.156694 + Penalty 2790.865610 = -498189.291085
  nChanged 28
		SP:Iteration 30Q (22404.380000 sec): 3 clusters
  Score: Raw -500991.465041 + Penalty 2790.865610 = -498200.599431
  nChanged 38
		SP:Iteration 31Q (22404.630000 sec): 3 clusters
  Score: Raw -501012.186634 + Penalty 2790.865610 = -498221.321025
  nChanged 38
		SP:Iteration 32Q (22404.870000 sec): 3 clusters
  Score: Raw -501030.558147 + Penalty 2790.865610 = -498239.692538
  nChanged 35
		SP:Iteration 33Q (22405.090000 sec): 3 clusters
  Score: Raw -501046.460099 + Penalty 2790.865610 = -498255.594490
  nChanged 29
		SP:Iteration 34Q (22405.300000 sec): 3 clusters
  Score: Raw -501057.538596 + Penalty 2790.865610 = -498266.672987
  nChanged 35
		SP:Iteration 35Q (22405.490000 sec): 3 clusters
  Score: Raw -501069.090798 + Penalty 2790.865610 = -498278.225189
  nChanged 33
		SP:Iteration 36Q (22405.700000 sec): 3 clusters
  Score: Raw -501083.546717 + Penalty 2790.865610 = -498292.681107
  nChanged 40
		SP:Iteration 37Q (22405.850000 sec): 3 clusters
  Score: Raw -501103.017828 + Penalty 2790.865610 = -498312.152218
  nChanged 40
		SP:Iteration 38Q (22406.050000 sec): 3 clusters
  Score: Raw -501125.495973 + Penalty 2790.865610 = -498334.630364
  nChanged 45
		SP:Iteration 39Q (22406.260000 sec): 3 clusters
  Score: Raw -501153.619484 + Penalty 2790.865610 = -498362.753875
  nChanged 50
		SP:Iteration 40F (22406.430000 sec): 3 clusters
  Score: Raw -501188.358906 + Penalty 2790.865610 = -498397.493297
  nChanged 66
		SP:Iteration 41Q (22406.670000 sec): 3 clusters
  Score: Raw -501241.709651 + Penalty 2790.865610 = -498450.844041
  nChanged 67
		SP:Iteration 42Q (22406.860000 sec): 3 clusters
  Score: Raw -501307.680611 + Penalty 2790.865610 = -498516.815001
  nChanged 65
		SP:Iteration 43Q (22407.060000 sec): 3 clusters
  Score: Raw -501389.046058 + Penalty 2790.865610 = -498598.180448
  nChanged 65
		SP:Iteration 44Q (22407.290000 sec): 3 clusters
  Score: Raw -501486.564811 + Penalty 2790.865610 = -498695.699201
  nChanged 46
		SP:Iteration 45Q (22407.490000 sec): 3 clusters
  Score: Raw -501549.957364 + Penalty 2790.865610 = -498759.091754
  nChanged 48
		SP:Iteration 46Q (22407.660000 sec): 3 clusters
  Score: Raw -501580.836768 + Penalty 2790.865610 = -498789.971158
  nChanged 28
		SP:Iteration 47Q (22407.870000 sec): 3 clusters
  Score: Raw -501598.068105 + Penalty 2790.865610 = -498807.202495
  nChanged 21
		SP:Iteration 48Q (22408.060000 sec): 3 clusters
  Score: Raw -501608.120519 + Penalty 2790.865610 = -498817.254909
  nChanged 11
		SP:Iteration 49Q (22408.260000 sec): 3 clusters
  Score: Raw -501613.739213 + Penalty 2790.865610 = -498822.873603
  nChanged 5
		SP:Iteration 50Q (22408.470000 sec): 3 clusters
  Score: Raw -501615.641671 + Penalty 2790.865610 = -498824.776062
  nChanged 5
		SP:Iteration 51Q (22408.680000 sec): 3 clusters
  Score: Raw -501617.103096 + Penalty 2790.865610 = -498826.237487
  nChanged 2
		SP:Iteration 52Q (22408.910000 sec): 3 clusters
  Score: Raw -501618.217562 + Penalty 2790.865610 = -498827.351952
  nChanged 0
		SP:Iteration 53F (22409.130000 sec): 3 clusters
  Score: Raw -501618.217562 + Penalty 2790.865610 = -498827.351952
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 6 (21548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22409.300000 sec): 2 clusters
  Score: Raw -2295436.604114 + Penalty 1621.431221 = -2293815.172893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22409.530000 sec): 3 clusters
  Score: Raw -2282495.897270 + Penalty 3242.862442 = -2279253.034828
  nChanged 9770
		SP:Iteration 1F (22409.870000 sec): 3 clusters
  Score: Raw -2287647.052025 + Penalty 3242.862442 = -2284404.189582
  nChanged 1024
		SP:Iteration 2Q (22410.170000 sec): 3 clusters
  Score: Raw -2288032.182617 + Penalty 3242.862442 = -2284789.320174
  nChanged 1148
		SP:Iteration 3F (22410.440000 sec): 3 clusters
  Score: Raw -2288635.026008 + Penalty 3242.862442 = -2285392.163566
  nChanged 1521
		SP:Iteration 4F (22410.710000 sec): 3 clusters
  Score: Raw -2289742.614402 + Penalty 3242.862442 = -2286499.751959
  nChanged 1888
		SP:Iteration 5F (22411.050000 sec): 3 clusters
  Score: Raw -2291431.301831 + Penalty 3242.862442 = -2288188.439389
  nChanged 1842
		SP:Iteration 6F (22411.340000 sec): 3 clusters
  Score: Raw -2292955.442381 + Penalty 3242.862442 = -2289712.579939
  nChanged 1415
		SP:Iteration 7F (22411.600000 sec): 3 clusters
  Score: Raw -2293878.445211 + Penalty 3242.862442 = -2290635.582769
  nChanged 995
		SP:Iteration 8Q (22411.920000 sec): 3 clusters
  Score: Raw -2294362.600092 + Penalty 3242.862442 = -2291119.737650
  nChanged 624
		SP:Iteration 9Q (22412.210000 sec): 3 clusters
  Score: Raw -2294593.553034 + Penalty 3242.862442 = -2291350.690591
  nChanged 417
		SP:Iteration 10Q (22412.540000 sec): 3 clusters
  Score: Raw -2294726.414789 + Penalty 3242.862442 = -2291483.552347
  nChanged 319
		SP:Iteration 11Q (22412.810000 sec): 3 clusters
  Score: Raw -2294822.528046 + Penalty 3242.862442 = -2291579.665604
  nChanged 249
		SP:Iteration 12Q (22413.100000 sec): 3 clusters
  Score: Raw -2294886.553974 + Penalty 3242.862442 = -2291643.691532
  nChanged 204
		SP:Iteration 13Q (22413.350000 sec): 3 clusters
  Score: Raw -2294935.400571 + Penalty 3242.862442 = -2291692.538129
  nChanged 186
		SP:Iteration 14Q (22413.640000 sec): 3 clusters
  Score: Raw -2294977.741517 + Penalty 3242.862442 = -2291734.879074
  nChanged 154
		SP:Iteration 15Q (22413.900000 sec): 3 clusters
  Score: Raw -2295014.344225 + Penalty 3242.862442 = -2291771.481782
  nChanged 158
		SP:Iteration 16Q (22414.140000 sec): 3 clusters
  Score: Raw -2295059.336276 + Penalty 3242.862442 = -2291816.473833
  nChanged 163
		SP:Iteration 17Q (22414.380000 sec): 3 clusters
  Score: Raw -2295103.476096 + Penalty 3242.862442 = -2291860.613654
  nChanged 158
		SP:Iteration 18Q (22414.640000 sec): 3 clusters
  Score: Raw -2295150.242189 + Penalty 3242.862442 = -2291907.379746
  nChanged 169
		SP:Iteration 19Q (22414.960000 sec): 3 clusters
  Score: Raw -2295200.294908 + Penalty 3242.862442 = -2291957.432466
  nChanged 161
		SP:Iteration 20F (22415.200000 sec): 3 clusters
  Score: Raw -2295250.959981 + Penalty 3242.862442 = -2292008.097539
  nChanged 151
		SP:Iteration 21Q (22415.460000 sec): 3 clusters
  Score: Raw -2295297.342946 + Penalty 3242.862442 = -2292054.480504
  nChanged 139
		SP:Iteration 22Q (22415.800000 sec): 3 clusters
  Score: Raw -2295338.478531 + Penalty 3242.862442 = -2292095.616089
  nChanged 116
		SP:Iteration 23Q (22416.050000 sec): 3 clusters
  Score: Raw -2295367.665927 + Penalty 3242.862442 = -2292124.803485
  nChanged 111
		SP:Iteration 24Q (22416.320000 sec): 3 clusters
  Score: Raw -2295395.271003 + Penalty 3242.862442 = -2292152.408560
  nChanged 111
		SP:Iteration 25Q (22416.580000 sec): 3 clusters
  Score: Raw -2295426.231091 + Penalty 3242.862442 = -2292183.368649
  nChanged 109
		SP:Iteration 26Q (22416.850000 sec): 3 clusters
  Score: Raw -2295462.877004 + Penalty 3242.862442 = -2292220.014561
  nChanged 98
		SP:Iteration 27Q (22417.120000 sec): 3 clusters
  Score: Raw -2295495.018817 + Penalty 3242.862442 = -2292252.156375
  nChanged 101
		SP:Iteration 28Q (22417.370000 sec): 3 clusters
  Score: Raw -2295528.748490 + Penalty 3242.862442 = -2292285.886048
  nChanged 93
		SP:Iteration 29Q (22417.700000 sec): 3 clusters
  Score: Raw -2295559.549005 + Penalty 3242.862442 = -2292316.686563
  nChanged 83
		SP:Iteration 30Q (22418.000000 sec): 3 clusters
  Score: Raw -2295587.921192 + Penalty 3242.862442 = -2292345.058749
  nChanged 87
		SP:Iteration 31Q (22418.260000 sec): 3 clusters
  Score: Raw -2295617.548788 + Penalty 3242.862442 = -2292374.686346
  nChanged 82
		SP:Iteration 32Q (22418.570000 sec): 3 clusters
  Score: Raw -2295646.511886 + Penalty 3242.862442 = -2292403.649444
  nChanged 77
		SP:Iteration 33Q (22418.850000 sec): 3 clusters
  Score: Raw -2295675.464588 + Penalty 3242.862442 = -2292432.602146
  nChanged 73
		SP:Iteration 34Q (22419.140000 sec): 3 clusters
  Score: Raw -2295699.205837 + Penalty 3242.862442 = -2292456.343394
  nChanged 55
		SP:Iteration 35Q (22419.390000 sec): 3 clusters
  Score: Raw -2295717.101713 + Penalty 3242.862442 = -2292474.239270
  nChanged 51
		SP:Iteration 36Q (22419.680000 sec): 3 clusters
  Score: Raw -2295733.088661 + Penalty 3242.862442 = -2292490.226219
  nChanged 39
		SP:Iteration 37Q (22419.990000 sec): 3 clusters
  Score: Raw -2295745.755203 + Penalty 3242.862442 = -2292502.892761
  nChanged 32
		SP:Iteration 38Q (22420.250000 sec): 3 clusters
  Score: Raw -2295757.431502 + Penalty 3242.862442 = -2292514.569059
  nChanged 26
		SP:Iteration 39Q (22420.540000 sec): 3 clusters
  Score: Raw -2295766.312111 + Penalty 3242.862442 = -2292523.449669
  nChanged 27
		SP:Iteration 40F (22420.800000 sec): 3 clusters
  Score: Raw -2295774.558113 + Penalty 3242.862442 = -2292531.695671
  nChanged 19
		SP:Iteration 41Q (22421.100000 sec): 3 clusters
  Score: Raw -2295780.451972 + Penalty 3242.862442 = -2292537.589530
  nChanged 15
		SP:Iteration 42Q (22421.410000 sec): 3 clusters
  Score: Raw -2295785.376400 + Penalty 3242.862442 = -2292542.513958
  nChanged 16
		SP:Iteration 43Q (22421.670000 sec): 3 clusters
  Score: Raw -2295790.597183 + Penalty 3242.862442 = -2292547.734740
  nChanged 17
		SP:Iteration 44Q (22422.000000 sec): 3 clusters
  Score: Raw -2295795.542321 + Penalty 3242.862442 = -2292552.679879
  nChanged 17
		SP:Iteration 45Q (22422.260000 sec): 3 clusters
  Score: Raw -2295802.361058 + Penalty 3242.862442 = -2292559.498616
  nChanged 13
		SP:Iteration 46Q (22422.570000 sec): 3 clusters
  Score: Raw -2295806.357893 + Penalty 3242.862442 = -2292563.495451
  nChanged 14
		SP:Iteration 47Q (22422.890000 sec): 3 clusters
  Score: Raw -2295812.757622 + Penalty 3242.862442 = -2292569.895180
  nChanged 20
		SP:Iteration 48Q (22423.120000 sec): 3 clusters
  Score: Raw -2295819.958498 + Penalty 3242.862442 = -2292577.096055
  nChanged 21
		SP:Iteration 49Q (22423.370000 sec): 3 clusters
  Score: Raw -2295827.803717 + Penalty 3242.862442 = -2292584.941275
  nChanged 18
		SP:Iteration 50Q (22423.650000 sec): 3 clusters
  Score: Raw -2295834.980835 + Penalty 3242.862442 = -2292592.118393
  nChanged 18
		SP:Iteration 51Q (22423.910000 sec): 3 clusters
  Score: Raw -2295842.264310 + Penalty 3242.862442 = -2292599.401868
  nChanged 16
		SP:Iteration 52Q (22424.250000 sec): 3 clusters
  Score: Raw -2295848.794718 + Penalty 3242.862442 = -2292605.932275
  nChanged 16
		SP:Iteration 53Q (22424.560000 sec): 3 clusters
  Score: Raw -2295855.101183 + Penalty 3242.862442 = -2292612.238740
  nChanged 9
		SP:Iteration 54Q (22424.810000 sec): 3 clusters
  Score: Raw -2295858.079016 + Penalty 3242.862442 = -2292615.216574
  nChanged 8
		SP:Iteration 55Q (22425.090000 sec): 3 clusters
  Score: Raw -2295861.156754 + Penalty 3242.862442 = -2292618.294312
  nChanged 10
		SP:Iteration 56Q (22425.370000 sec): 3 clusters
  Score: Raw -2295864.893585 + Penalty 3242.862442 = -2292622.031142
  nChanged 10
		SP:Iteration 57Q (22425.690000 sec): 3 clusters
  Score: Raw -2295869.571768 + Penalty 3242.862442 = -2292626.709326
  nChanged 8
		SP:Iteration 58Q (22426.010000 sec): 3 clusters
  Score: Raw -2295871.682472 + Penalty 3242.862442 = -2292628.820030
  nChanged 5
		SP:Iteration 59Q (22426.280000 sec): 3 clusters
  Score: Raw -2295872.867529 + Penalty 3242.862442 = -2292630.005087
  nChanged 3
		SP:Iteration 60F (22426.570000 sec): 3 clusters
  Score: Raw -2295873.810505 + Penalty 3242.862442 = -2292630.948063
  nChanged 2
		SP:Iteration 61Q (22426.830000 sec): 3 clusters
  Score: Raw -2295874.573846 + Penalty 3242.862442 = -2292631.711404
  nChanged 2
		SP:Iteration 62Q (22427.100000 sec): 3 clusters
  Score: Raw -2295875.176862 + Penalty 3242.862442 = -2292632.314419
  nChanged 3
		SP:Iteration 63Q (22427.420000 sec): 3 clusters
  Score: Raw -2295876.372259 + Penalty 3242.862442 = -2292633.509816
  nChanged 1
		SP:Iteration 64Q (22427.690000 sec): 3 clusters
  Score: Raw -2295877.159535 + Penalty 3242.862442 = -2292634.297093
  nChanged 5
		SP:Iteration 65Q (22427.970000 sec): 3 clusters
  Score: Raw -2295878.925159 + Penalty 3242.862442 = -2292636.062717
  nChanged 5
		SP:Iteration 66Q (22428.270000 sec): 3 clusters
  Score: Raw -2295880.955159 + Penalty 3242.862442 = -2292638.092717
  nChanged 4
		SP:Iteration 67Q (22428.580000 sec): 3 clusters
  Score: Raw -2295881.955808 + Penalty 3242.862442 = -2292639.093366
  nChanged 0
		SP:Iteration 68F (22428.930000 sec): 3 clusters
  Score: Raw -2295881.955808 + Penalty 3242.862442 = -2292639.093366
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 7 (12579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22429.050000 sec): 2 clusters
  Score: Raw -1227649.876439 + Penalty 1533.964906 = -1226115.911533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22429.310000 sec): 3 clusters
  Score: Raw -1220280.537697 + Penalty 3067.929812 = -1217212.607886
  nChanged 5568
		SP:Iteration 1F (22429.510000 sec): 3 clusters
  Score: Raw -1223397.889259 + Penalty 3067.929812 = -1220329.959447
  nChanged 932
		SP:Iteration 2F (22429.720000 sec): 3 clusters
  Score: Raw -1223958.772983 + Penalty 3067.929812 = -1220890.843171
  nChanged 868
		SP:Iteration 3F (22429.990000 sec): 3 clusters
  Score: Raw -1224497.819162 + Penalty 3067.929812 = -1221429.889350
  nChanged 820
		SP:Iteration 4F (22430.210000 sec): 3 clusters
  Score: Raw -1225036.349226 + Penalty 3067.929812 = -1221968.419415
  nChanged 740
		SP:Iteration 5F (22430.440000 sec): 3 clusters
  Score: Raw -1225552.709878 + Penalty 3067.929812 = -1222484.780067
  nChanged 696
		SP:Iteration 6F (22430.690000 sec): 3 clusters
  Score: Raw -1226004.668183 + Penalty 3067.929812 = -1222936.738372
  nChanged 571
		SP:Iteration 7Q (22430.910000 sec): 3 clusters
  Score: Raw -1226364.924370 + Penalty 3067.929812 = -1223296.994559
  nChanged 497
		SP:Iteration 8Q (22431.150000 sec): 3 clusters
  Score: Raw -1226677.953330 + Penalty 3067.929812 = -1223610.023518
  nChanged 426
		SP:Iteration 9Q (22431.430000 sec): 3 clusters
  Score: Raw -1226953.536329 + Penalty 3067.929812 = -1223885.606517
  nChanged 353
		SP:Iteration 10Q (22431.690000 sec): 3 clusters
  Score: Raw -1227146.169328 + Penalty 3067.929812 = -1224078.239517
  nChanged 268
		SP:Iteration 11Q (22431.900000 sec): 3 clusters
  Score: Raw -1227294.166610 + Penalty 3067.929812 = -1224226.236799
  nChanged 228
		SP:Iteration 12Q (22432.160000 sec): 3 clusters
  Score: Raw -1227423.181301 + Penalty 3067.929812 = -1224355.251489
  nChanged 195
		SP:Iteration 13Q (22432.370000 sec): 3 clusters
  Score: Raw -1227525.457178 + Penalty 3067.929812 = -1224457.527366
  nChanged 154
		SP:Iteration 14Q (22432.600000 sec): 3 clusters
  Score: Raw -1227599.025136 + Penalty 3067.929812 = -1224531.095325
  nChanged 139
		SP:Iteration 15Q (22432.830000 sec): 3 clusters
  Score: Raw -1227661.814807 + Penalty 3067.929812 = -1224593.884996
  nChanged 121
		SP:Iteration 16Q (22433.080000 sec): 3 clusters
  Score: Raw -1227715.764270 + Penalty 3067.929812 = -1224647.834458
  nChanged 99
		SP:Iteration 17Q (22433.350000 sec): 3 clusters
  Score: Raw -1227756.534388 + Penalty 3067.929812 = -1224688.604577
  nChanged 77
		SP:Iteration 18Q (22433.570000 sec): 3 clusters
  Score: Raw -1227789.943420 + Penalty 3067.929812 = -1224722.013608
  nChanged 60
		SP:Iteration 19Q (22433.830000 sec): 3 clusters
  Score: Raw -1227813.023697 + Penalty 3067.929812 = -1224745.093885
  nChanged 46
		SP:Iteration 20F (22434.090000 sec): 3 clusters
  Score: Raw -1227830.656224 + Penalty 3067.929812 = -1224762.726412
  nChanged 35
		SP:Iteration 21Q (22434.360000 sec): 3 clusters
  Score: Raw -1227845.730045 + Penalty 3067.929812 = -1224777.800233
  nChanged 35
		SP:Iteration 22Q (22434.590000 sec): 3 clusters
  Score: Raw -1227860.729945 + Penalty 3067.929812 = -1224792.800133
  nChanged 31
		SP:Iteration 23Q (22434.850000 sec): 3 clusters
  Score: Raw -1227874.614171 + Penalty 3067.929812 = -1224806.684359
  nChanged 30
		SP:Iteration 24Q (22435.090000 sec): 3 clusters
  Score: Raw -1227884.456585 + Penalty 3067.929812 = -1224816.526774
  nChanged 25
		SP:Iteration 25Q (22435.340000 sec): 3 clusters
  Score: Raw -1227896.254517 + Penalty 3067.929812 = -1224828.324705
  nChanged 28
		SP:Iteration 26Q (22435.540000 sec): 3 clusters
  Score: Raw -1227906.168037 + Penalty 3067.929812 = -1224838.238225
  nChanged 20
		SP:Iteration 27Q (22435.770000 sec): 3 clusters
  Score: Raw -1227913.306604 + Penalty 3067.929812 = -1224845.376793
  nChanged 14
		SP:Iteration 28Q (22435.950000 sec): 3 clusters
  Score: Raw -1227918.850790 + Penalty 3067.929812 = -1224850.920979
  nChanged 11
		SP:Iteration 29Q (22436.170000 sec): 3 clusters
  Score: Raw -1227922.469043 + Penalty 3067.929812 = -1224854.539232
  nChanged 14
		SP:Iteration 30Q (22436.390000 sec): 3 clusters
  Score: Raw -1227925.585506 + Penalty 3067.929812 = -1224857.655694
  nChanged 9
		SP:Iteration 31Q (22436.660000 sec): 3 clusters
  Score: Raw -1227928.183325 + Penalty 3067.929812 = -1224860.253514
  nChanged 8
		SP:Iteration 32Q (22436.900000 sec): 3 clusters
  Score: Raw -1227930.817784 + Penalty 3067.929812 = -1224862.887973
  nChanged 6
		SP:Iteration 33Q (22437.160000 sec): 3 clusters
  Score: Raw -1227933.200050 + Penalty 3067.929812 = -1224865.270239
  nChanged 7
		SP:Iteration 34Q (22437.470000 sec): 3 clusters
  Score: Raw -1227934.899194 + Penalty 3067.929812 = -1224866.969383
  nChanged 4
		SP:Iteration 35Q (22437.670000 sec): 3 clusters
  Score: Raw -1227936.005075 + Penalty 3067.929812 = -1224868.075264
  nChanged 5
		SP:Iteration 36Q (22437.940000 sec): 3 clusters
  Score: Raw -1227938.156063 + Penalty 3067.929812 = -1224870.226252
  nChanged 5
		SP:Iteration 37Q (22438.170000 sec): 3 clusters
  Score: Raw -1227940.247972 + Penalty 3067.929812 = -1224872.318160
  nChanged 6
		SP:Iteration 38Q (22438.400000 sec): 3 clusters
  Score: Raw -1227942.041949 + Penalty 3067.929812 = -1224874.112138
  nChanged 7
		SP:Iteration 39Q (22438.610000 sec): 3 clusters
  Score: Raw -1227945.219577 + Penalty 3067.929812 = -1224877.289766
  nChanged 7
		SP:Iteration 40F (22438.860000 sec): 3 clusters
  Score: Raw -1227948.419873 + Penalty 3067.929812 = -1224880.490062
  nChanged 7
		SP:Iteration 41Q (22439.110000 sec): 3 clusters
  Score: Raw -1227951.693004 + Penalty 3067.929812 = -1224883.763193
  nChanged 9
		SP:Iteration 42Q (22439.330000 sec): 3 clusters
  Score: Raw -1227954.501224 + Penalty 3067.929812 = -1224886.571412
  nChanged 6
		SP:Iteration 43Q (22439.530000 sec): 3 clusters
  Score: Raw -1227957.521238 + Penalty 3067.929812 = -1224889.591426
  nChanged 7
		SP:Iteration 44Q (22439.770000 sec): 3 clusters
  Score: Raw -1227959.075818 + Penalty 3067.929812 = -1224891.146007
  nChanged 4
		SP:Iteration 45Q (22440.010000 sec): 3 clusters
  Score: Raw -1227960.704268 + Penalty 3067.929812 = -1224892.774456
  nChanged 4
		SP:Iteration 46Q (22440.230000 sec): 3 clusters
  Score: Raw -1227961.970943 + Penalty 3067.929812 = -1224894.041132
  nChanged 4
		SP:Iteration 47Q (22440.460000 sec): 3 clusters
  Score: Raw -1227963.234818 + Penalty 3067.929812 = -1224895.305006
  nChanged 3
		SP:Iteration 48Q (22440.710000 sec): 3 clusters
  Score: Raw -1227964.324710 + Penalty 3067.929812 = -1224896.394898
  nChanged 6
		SP:Iteration 49Q (22440.960000 sec): 3 clusters
  Score: Raw -1227965.871679 + Penalty 3067.929812 = -1224897.941867
  nChanged 2
		SP:Iteration 50Q (22441.220000 sec): 3 clusters
  Score: Raw -1227966.548843 + Penalty 3067.929812 = -1224898.619032
  nChanged 1
		SP:Iteration 51Q (22441.460000 sec): 3 clusters
  Score: Raw -1227966.803769 + Penalty 3067.929812 = -1224898.873957
  nChanged 0
		SP:Iteration 52F (22441.700000 sec): 3 clusters
  Score: Raw -1227966.803769 + Penalty 3067.929812 = -1224898.873957
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 8 (108585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22442.230000 sec): 2 clusters
  Score: Raw -11367731.711125 + Penalty 1884.234390 = -11365847.476734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22442.860000 sec): 3 clusters
  Score: Raw -11297160.201060 + Penalty 3768.468781 = -11293391.732279
  nChanged 51850
		SP:Iteration 1F (22443.500000 sec): 3 clusters
  Score: Raw -11326848.177659 + Penalty 3768.468781 = -11323079.708879
  nChanged 2808
		SP:Iteration 2Q (22444.150000 sec): 3 clusters
  Score: Raw -11327313.485750 + Penalty 3768.468781 = -11323545.016969
  nChanged 2590
		SP:Iteration 3Q (22444.790000 sec): 3 clusters
  Score: Raw -11327741.263039 + Penalty 3768.468781 = -11323972.794259
  nChanged 2528
		SP:Iteration 4Q (22445.440000 sec): 3 clusters
  Score: Raw -11328143.105555 + Penalty 3768.468781 = -11324374.636774
  nChanged 2558
		SP:Iteration 5Q (22446.150000 sec): 3 clusters
  Score: Raw -11328564.004291 + Penalty 3768.468781 = -11324795.535511
  nChanged 2508
		SP:Iteration 6Q (22446.830000 sec): 3 clusters
  Score: Raw -11328990.127085 + Penalty 3768.468781 = -11325221.658305
  nChanged 2462
		SP:Iteration 7Q (22447.510000 sec): 3 clusters
  Score: Raw -11329413.137693 + Penalty 3768.468781 = -11325644.668912
  nChanged 2574
		SP:Iteration 8Q (22448.180000 sec): 3 clusters
  Score: Raw -11329924.563782 + Penalty 3768.468781 = -11326156.095001
  nChanged 2849
		SP:Iteration 9Q (22448.860000 sec): 3 clusters
  Score: Raw -11330609.015827 + Penalty 3768.468781 = -11326840.547047
  nChanged 3460
		SP:Iteration 10Q (22449.530000 sec): 3 clusters
  Score: Raw -11331661.292577 + Penalty 3768.468781 = -11327892.823797
  nChanged 4342
		SP:Iteration 11Q (22450.200000 sec): 3 clusters
  Score: Raw -11333361.594372 + Penalty 3768.468781 = -11329593.125591
  nChanged 5474
		SP:Iteration 12F (22450.820000 sec): 3 clusters
  Score: Raw -11336237.472585 + Penalty 3768.468781 = -11332469.003805
  nChanged 6768
		SP:Iteration 13F (22451.480000 sec): 3 clusters
  Score: Raw -11340818.506191 + Penalty 3768.468781 = -11337050.037410
  nChanged 7744
		SP:Iteration 14F (22452.120000 sec): 3 clusters
  Score: Raw -11346955.822685 + Penalty 3768.468781 = -11343187.353904
  nChanged 7443
		SP:Iteration 15F (22452.870000 sec): 3 clusters
  Score: Raw -11353443.870601 + Penalty 3768.468781 = -11349675.401821
  nChanged 6061
		SP:Iteration 16F (22453.580000 sec): 3 clusters
  Score: Raw -11358923.594453 + Penalty 3768.468781 = -11355155.125672
  nChanged 4243
		SP:Iteration 17Q (22454.320000 sec): 3 clusters
  Score: Raw -11362770.176701 + Penalty 3768.468781 = -11359001.707921
  nChanged 2665
		SP:Iteration 18Q (22454.880000 sec): 3 clusters
  Score: Raw -11365131.745809 + Penalty 3768.468781 = -11361363.277029
  nChanged 1564
		SP:Iteration 19Q (22455.560000 sec): 3 clusters
  Score: Raw -11366470.246047 + Penalty 3768.468781 = -11362701.777266
  nChanged 843
		SP:Iteration 20F (22456.220000 sec): 3 clusters
  Score: Raw -11367137.650534 + Penalty 3768.468781 = -11363369.181753
  nChanged 461
		SP:Iteration 21Q (22456.730000 sec): 3 clusters
  Score: Raw -11367505.412321 + Penalty 3768.468781 = -11363736.943540
  nChanged 228
		SP:Iteration 22Q (22457.260000 sec): 3 clusters
  Score: Raw -11367689.452918 + Penalty 3768.468781 = -11363920.984138
  nChanged 116
		SP:Iteration 23Q (22457.800000 sec): 3 clusters
  Score: Raw -11367772.603576 + Penalty 3768.468781 = -11364004.134795
  nChanged 63
		SP:Iteration 24Q (22458.300000 sec): 3 clusters
  Score: Raw -11367821.328893 + Penalty 3768.468781 = -11364052.860112
  nChanged 48
		SP:Iteration 25Q (22458.870000 sec): 3 clusters
  Score: Raw -11367855.075401 + Penalty 3768.468781 = -11364086.606620
  nChanged 30
		SP:Iteration 26Q (22459.390000 sec): 3 clusters
  Score: Raw -11367874.616594 + Penalty 3768.468781 = -11364106.147814
  nChanged 15
		SP:Iteration 27Q (22459.910000 sec): 3 clusters
  Score: Raw -11367883.617461 + Penalty 3768.468781 = -11364115.148681
  nChanged 9
		SP:Iteration 28Q (22460.450000 sec): 3 clusters
  Score: Raw -11367892.331269 + Penalty 3768.468781 = -11364123.862488
  nChanged 11
		SP:Iteration 29Q (22460.990000 sec): 3 clusters
  Score: Raw -11367899.516552 + Penalty 3768.468781 = -11364131.047771
  nChanged 7
		SP:Iteration 30Q (22461.560000 sec): 3 clusters
  Score: Raw -11367903.881441 + Penalty 3768.468781 = -11364135.412660
  nChanged 10
		SP:Iteration 31Q (22462.130000 sec): 3 clusters
  Score: Raw -11367910.826135 + Penalty 3768.468781 = -11364142.357355
  nChanged 6
		SP:Iteration 32Q (22462.690000 sec): 3 clusters
  Score: Raw -11367916.297650 + Penalty 3768.468781 = -11364147.828869
  nChanged 5
		SP:Iteration 33Q (22463.290000 sec): 3 clusters
  Score: Raw -11367920.259752 + Penalty 3768.468781 = -11364151.790971
  nChanged 6
		SP:Iteration 34Q (22463.960000 sec): 3 clusters
  Score: Raw -11367926.904094 + Penalty 3768.468781 = -11364158.435313
  nChanged 7
		SP:Iteration 35Q (22464.590000 sec): 3 clusters
  Score: Raw -11367931.669524 + Penalty 3768.468781 = -11364163.200744
  nChanged 4
		SP:Iteration 36Q (22465.220000 sec): 3 clusters
  Score: Raw -11367934.931217 + Penalty 3768.468781 = -11364166.462437
  nChanged 3
		SP:Iteration 37Q (22465.810000 sec): 3 clusters
  Score: Raw -11367937.608639 + Penalty 3768.468781 = -11364169.139858
  nChanged 3
		SP:Iteration 38Q (22466.430000 sec): 3 clusters
  Score: Raw -11367939.798106 + Penalty 3768.468781 = -11364171.329326
  nChanged 3
		SP:Iteration 39Q (22467.120000 sec): 3 clusters
  Score: Raw -11367942.157416 + Penalty 3768.468781 = -11364173.688636
  nChanged 4
		SP:Iteration 40F (22467.790000 sec): 3 clusters
  Score: Raw -11367945.107082 + Penalty 3768.468781 = -11364176.638301
  nChanged 4
		SP:Iteration 41Q (22468.320000 sec): 3 clusters
  Score: Raw -11367948.322050 + Penalty 3768.468781 = -11364179.853269
  nChanged 4
		SP:Iteration 42Q (22468.850000 sec): 3 clusters
  Score: Raw -11367950.674161 + Penalty 3768.468781 = -11364182.205381
  nChanged 4
		SP:Iteration 43Q (22469.360000 sec): 3 clusters
  Score: Raw -11367952.705818 + Penalty 3768.468781 = -11364184.237037
  nChanged 2
		SP:Iteration 44Q (22469.940000 sec): 3 clusters
  Score: Raw -11367954.150704 + Penalty 3768.468781 = -11364185.681923
  nChanged 1
		SP:Iteration 45Q (22470.510000 sec): 3 clusters
  Score: Raw -11367954.689773 + Penalty 3768.468781 = -11364186.220992
  nChanged 1
		SP:Iteration 46Q (22471.020000 sec): 3 clusters
  Score: Raw -11367955.811876 + Penalty 3768.468781 = -11364187.343096
  nChanged 2
		SP:Iteration 47Q (22471.600000 sec): 3 clusters
  Score: Raw -11367957.119477 + Penalty 3768.468781 = -11364188.650696
  nChanged 1
		SP:Iteration 48Q (22472.190000 sec): 3 clusters
  Score: Raw -11367958.524764 + Penalty 3768.468781 = -11364190.055984
  nChanged 2
		SP:Iteration 49Q (22472.730000 sec): 3 clusters
  Score: Raw -11367960.038859 + Penalty 3768.468781 = -11364191.570079
  nChanged 3
		SP:Iteration 50Q (22473.300000 sec): 3 clusters
  Score: Raw -11367962.047007 + Penalty 3768.468781 = -11364193.578226
  nChanged 3
		SP:Iteration 51Q (22473.920000 sec): 3 clusters
  Score: Raw -11367963.759573 + Penalty 3768.468781 = -11364195.290792
  nChanged 1
		SP:Iteration 52Q (22474.460000 sec): 3 clusters
  Score: Raw -11367964.983437 + Penalty 3768.468781 = -11364196.514656
  nChanged 1
		SP:Iteration 53Q (22474.960000 sec): 3 clusters
  Score: Raw -11367966.464367 + Penalty 3768.468781 = -11364197.995586
  nChanged 4
		SP:Iteration 54Q (22475.500000 sec): 3 clusters
  Score: Raw -11367969.590302 + Penalty 3768.468781 = -11364201.121522
  nChanged 2
		SP:Iteration 55Q (22476.090000 sec): 3 clusters
  Score: Raw -11367971.380466 + Penalty 3768.468781 = -11364202.911686
  nChanged 2
		SP:Iteration 56Q (22476.670000 sec): 3 clusters
  Score: Raw -11367974.023463 + Penalty 3768.468781 = -11364205.554683
  nChanged 2
		SP:Iteration 57Q (22477.180000 sec): 3 clusters
  Score: Raw -11367975.726503 + Penalty 3768.468781 = -11364207.257723
  nChanged 2
		SP:Iteration 58Q (22477.800000 sec): 3 clusters
  Score: Raw -11367977.259880 + Penalty 3768.468781 = -11364208.791099
  nChanged 1
		SP:Iteration 59Q (22478.440000 sec): 3 clusters
  Score: Raw -11367978.405467 + Penalty 3768.468781 = -11364209.936686
  nChanged 2
		SP:Iteration 60F (22479.080000 sec): 3 clusters
  Score: Raw -11367980.574699 + Penalty 3768.468781 = -11364212.105919
  nChanged 2
		SP:Iteration 61Q (22479.700000 sec): 3 clusters
  Score: Raw -11367982.325977 + Penalty 3768.468781 = -11364213.857197
  nChanged 1
		SP:Iteration 62Q (22480.260000 sec): 3 clusters
  Score: Raw -11367983.062842 + Penalty 3768.468781 = -11364214.594061
  nChanged 0
		SP:Iteration 63F (22480.890000 sec): 3 clusters
  Score: Raw -11367983.062842 + Penalty 3768.468781 = -11364214.594061
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (3874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22481.040000 sec): 2 clusters
  Score: Raw -425962.069991 + Penalty 1342.581962 = -424619.488029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22481.280000 sec): 3 clusters
  Score: Raw -424045.904991 + Penalty 2685.163924 = -421360.741067
  nChanged 1462
		SP:Iteration 1F (22481.440000 sec): 3 clusters
  Score: Raw -424809.291068 + Penalty 2685.163924 = -422124.127143
  nChanged 242
		SP:Iteration 2F (22481.720000 sec): 3 clusters
  Score: Raw -424922.624150 + Penalty 2685.163924 = -422237.460226
  nChanged 160
		SP:Iteration 3Q (22481.900000 sec): 3 clusters
  Score: Raw -424987.665545 + Penalty 2685.163924 = -422302.501620
  nChanged 113
		SP:Iteration 4Q (22482.050000 sec): 3 clusters
  Score: Raw -425040.951361 + Penalty 2685.163924 = -422355.787437
  nChanged 119
		SP:Iteration 5Q (22482.310000 sec): 3 clusters
  Score: Raw -425096.783681 + Penalty 2685.163924 = -422411.619757
  nChanged 98
		SP:Iteration 6Q (22482.490000 sec): 3 clusters
  Score: Raw -425140.391946 + Penalty 2685.163924 = -422455.228022
  nChanged 89
		SP:Iteration 7Q (22482.680000 sec): 3 clusters
  Score: Raw -425178.773246 + Penalty 2685.163924 = -422493.609322
  nChanged 81
		SP:Iteration 8Q (22482.900000 sec): 3 clusters
  Score: Raw -425209.006979 + Penalty 2685.163924 = -422523.843055
  nChanged 71
		SP:Iteration 9Q (22483.080000 sec): 3 clusters
  Score: Raw -425234.453766 + Penalty 2685.163924 = -422549.289841
  nChanged 43
		SP:Iteration 10Q (22483.280000 sec): 3 clusters
  Score: Raw -425249.381714 + Penalty 2685.163924 = -422564.217789
  nChanged 45
		SP:Iteration 11Q (22483.460000 sec): 3 clusters
  Score: Raw -425267.166598 + Penalty 2685.163924 = -422582.002674
  nChanged 45
		SP:Iteration 12Q (22483.650000 sec): 3 clusters
  Score: Raw -425281.572283 + Penalty 2685.163924 = -422596.408359
  nChanged 34
		SP:Iteration 13Q (22483.860000 sec): 3 clusters
  Score: Raw -425291.372509 + Penalty 2685.163924 = -422606.208585
  nChanged 32
		SP:Iteration 14Q (22484.040000 sec): 3 clusters
  Score: Raw -425300.479700 + Penalty 2685.163924 = -422615.315776
  nChanged 29
		SP:Iteration 15Q (22484.200000 sec): 3 clusters
  Score: Raw -425309.527844 + Penalty 2685.163924 = -422624.363919
  nChanged 35
		SP:Iteration 16Q (22484.410000 sec): 3 clusters
  Score: Raw -425322.573857 + Penalty 2685.163924 = -422637.409933
  nChanged 38
		SP:Iteration 17Q (22484.620000 sec): 3 clusters
  Score: Raw -425337.171557 + Penalty 2685.163924 = -422652.007633
  nChanged 42
		SP:Iteration 18Q (22484.780000 sec): 3 clusters
  Score: Raw -425352.498998 + Penalty 2685.163924 = -422667.335074
  nChanged 45
		SP:Iteration 19Q (22484.920000 sec): 3 clusters
  Score: Raw -425369.387081 + Penalty 2685.163924 = -422684.223157
  nChanged 49
		SP:Iteration 20F (22485.080000 sec): 3 clusters
  Score: Raw -425388.711130 + Penalty 2685.163924 = -422703.547206
  nChanged 41
		SP:Iteration 21Q (22485.260000 sec): 3 clusters
  Score: Raw -425404.328710 + Penalty 2685.163924 = -422719.164785
  nChanged 43
		SP:Iteration 22Q (22485.450000 sec): 3 clusters
  Score: Raw -425423.031599 + Penalty 2685.163924 = -422737.867675
  nChanged 52
		SP:Iteration 23Q (22485.650000 sec): 3 clusters
  Score: Raw -425448.349786 + Penalty 2685.163924 = -422763.185862
  nChanged 59
		SP:Iteration 24Q (22485.840000 sec): 3 clusters
  Score: Raw -425478.917760 + Penalty 2685.163924 = -422793.753836
  nChanged 74
		SP:Iteration 25Q (22486.050000 sec): 3 clusters
  Score: Raw -425521.209890 + Penalty 2685.163924 = -422836.045966
  nChanged 83
		SP:Iteration 26Q (22486.280000 sec): 3 clusters
  Score: Raw -425577.798997 + Penalty 2685.163924 = -422892.635073
  nChanged 83
		SP:Iteration 27Q (22486.550000 sec): 3 clusters
  Score: Raw -425634.814628 + Penalty 2685.163924 = -422949.650704
  nChanged 70
		SP:Iteration 28Q (22486.780000 sec): 3 clusters
  Score: Raw -425682.804511 + Penalty 2685.163924 = -422997.640587
  nChanged 61
		SP:Iteration 29Q (22486.990000 sec): 3 clusters
  Score: Raw -425730.237911 + Penalty 2685.163924 = -423045.073986
  nChanged 70
		SP:Iteration 30Q (22487.160000 sec): 3 clusters
  Score: Raw -425781.422037 + Penalty 2685.163924 = -423096.258113
  nChanged 72
		SP:Iteration 31Q (22487.420000 sec): 3 clusters
  Score: Raw -425833.104064 + Penalty 2685.163924 = -423147.940139
  nChanged 68
		SP:Iteration 32Q (22487.620000 sec): 3 clusters
  Score: Raw -425874.958241 + Penalty 2685.163924 = -423189.794317
  nChanged 46
		SP:Iteration 33Q (22487.900000 sec): 3 clusters
  Score: Raw -425909.315803 + Penalty 2685.163924 = -423224.151879
  nChanged 50
		SP:Iteration 34Q (22488.120000 sec): 3 clusters
  Score: Raw -425955.879369 + Penalty 2685.163924 = -423270.715444
  nChanged 40
		SP:Iteration 35Q (22488.320000 sec): 3 clusters
  Score: Raw -425983.949297 + Penalty 2685.163924 = -423298.785373
  nChanged 26
		SP:Iteration 36Q (22488.500000 sec): 3 clusters
  Score: Raw -426003.202372 + Penalty 2685.163924 = -423318.038448
  nChanged 24
		SP:Iteration 37Q (22488.640000 sec): 3 clusters
  Score: Raw -426019.767714 + Penalty 2685.163924 = -423334.603790
  nChanged 18
		SP:Iteration 38Q (22488.790000 sec): 3 clusters
  Score: Raw -426033.631152 + Penalty 2685.163924 = -423348.467227
  nChanged 16
		SP:Iteration 39Q (22488.960000 sec): 3 clusters
  Score: Raw -426045.910747 + Penalty 2685.163924 = -423360.746823
  nChanged 14
		SP:Iteration 40F (22489.180000 sec): 3 clusters
  Score: Raw -426057.761343 + Penalty 2685.163924 = -423372.597419
  nChanged 11
		SP:Iteration 41Q (22489.370000 sec): 3 clusters
  Score: Raw -426068.059227 + Penalty 2685.163924 = -423382.895303
  nChanged 10
		SP:Iteration 42Q (22489.570000 sec): 3 clusters
  Score: Raw -426078.081715 + Penalty 2685.163924 = -423392.917791
  nChanged 9
		SP:Iteration 43Q (22489.810000 sec): 3 clusters
  Score: Raw -426090.491926 + Penalty 2685.163924 = -423405.328002
  nChanged 9
		SP:Iteration 44Q (22489.960000 sec): 3 clusters
  Score: Raw -426097.443277 + Penalty 2685.163924 = -423412.279353
  nChanged 7
		SP:Iteration 45Q (22490.170000 sec): 3 clusters
  Score: Raw -426106.527221 + Penalty 2685.163924 = -423421.363296
  nChanged 7
		SP:Iteration 46Q (22490.360000 sec): 3 clusters
  Score: Raw -426111.985241 + Penalty 2685.163924 = -423426.821316
  nChanged 4
		SP:Iteration 47Q (22490.540000 sec): 3 clusters
  Score: Raw -426114.632057 + Penalty 2685.163924 = -423429.468133
  nChanged 4
		SP:Iteration 48Q (22490.750000 sec): 3 clusters
  Score: Raw -426117.931911 + Penalty 2685.163924 = -423432.767987
  nChanged 6
		SP:Iteration 49Q (22490.960000 sec): 3 clusters
  Score: Raw -426125.461697 + Penalty 2685.163924 = -423440.297773
  nChanged 4
		SP:Iteration 50Q (22491.140000 sec): 3 clusters
  Score: Raw -426130.748304 + Penalty 2685.163924 = -423445.584380
  nChanged 3
		SP:Iteration 51Q (22491.340000 sec): 3 clusters
  Score: Raw -426132.835438 + Penalty 2685.163924 = -423447.671514
  nChanged 1
		SP:Iteration 52Q (22491.570000 sec): 3 clusters
  Score: Raw -426133.713814 + Penalty 2685.163924 = -423448.549890
  nChanged 0
		SP:Iteration 53F (22491.780000 sec): 3 clusters
  Score: Raw -426133.713814 + Penalty 2685.163924 = -423448.549890
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 10 (11422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22491.930000 sec): 2 clusters
  Score: Raw -1107300.042486 + Penalty 1518.285697 = -1105781.756789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22492.190000 sec): 3 clusters
  Score: Raw -1100791.646975 + Penalty 3036.571395 = -1097755.075580
  nChanged 5015
		SP:Iteration 1F (22492.420000 sec): 3 clusters
  Score: Raw -1103515.963016 + Penalty 3036.571395 = -1100479.391621
  nChanged 778
		SP:Iteration 2F (22492.680000 sec): 3 clusters
  Score: Raw -1103916.983732 + Penalty 3036.571395 = -1100880.412338
  nChanged 721
		SP:Iteration 3F (22492.910000 sec): 3 clusters
  Score: Raw -1104313.006197 + Penalty 3036.571395 = -1101276.434802
  nChanged 677
		SP:Iteration 4F (22493.120000 sec): 3 clusters
  Score: Raw -1104675.412185 + Penalty 3036.571395 = -1101638.840790
  nChanged 637
		SP:Iteration 5F (22493.370000 sec): 3 clusters
  Score: Raw -1105028.572810 + Penalty 3036.571395 = -1101992.001416
  nChanged 596
		SP:Iteration 6F (22493.610000 sec): 3 clusters
  Score: Raw -1105375.725494 + Penalty 3036.571395 = -1102339.154099
  nChanged 550
		SP:Iteration 7Q (22493.890000 sec): 3 clusters
  Score: Raw -1105706.288185 + Penalty 3036.571395 = -1102669.716790
  nChanged 495
		SP:Iteration 8Q (22494.120000 sec): 3 clusters
  Score: Raw -1105994.416298 + Penalty 3036.571395 = -1102957.844903
  nChanged 409
		SP:Iteration 9Q (22494.340000 sec): 3 clusters
  Score: Raw -1106233.394961 + Penalty 3036.571395 = -1103196.823566
  nChanged 359
		SP:Iteration 10Q (22494.620000 sec): 3 clusters
  Score: Raw -1106457.421312 + Penalty 3036.571395 = -1103420.849917
  nChanged 337
		SP:Iteration 11Q (22494.890000 sec): 3 clusters
  Score: Raw -1106694.154224 + Penalty 3036.571395 = -1103657.582829
  nChanged 279
		SP:Iteration 12Q (22495.190000 sec): 3 clusters
  Score: Raw -1106895.666402 + Penalty 3036.571395 = -1103859.095007
  nChanged 251
		SP:Iteration 13Q (22495.450000 sec): 3 clusters
  Score: Raw -1107080.437182 + Penalty 3036.571395 = -1104043.865787
  nChanged 174
		SP:Iteration 14Q (22495.650000 sec): 3 clusters
  Score: Raw -1107214.866669 + Penalty 3036.571395 = -1104178.295274
  nChanged 140
		SP:Iteration 15Q (22495.940000 sec): 3 clusters
  Score: Raw -1107332.941355 + Penalty 3036.571395 = -1104296.369960
  nChanged 114
		SP:Iteration 16Q (22496.130000 sec): 3 clusters
  Score: Raw -1107423.321642 + Penalty 3036.571395 = -1104386.750247
  nChanged 73
		SP:Iteration 17Q (22496.330000 sec): 3 clusters
  Score: Raw -1107475.971551 + Penalty 3036.571395 = -1104439.400156
  nChanged 50
		SP:Iteration 18Q (22496.590000 sec): 3 clusters
  Score: Raw -1107507.835122 + Penalty 3036.571395 = -1104471.263728
  nChanged 35
		SP:Iteration 19Q (22496.810000 sec): 3 clusters
  Score: Raw -1107532.112857 + Penalty 3036.571395 = -1104495.541463
  nChanged 27
		SP:Iteration 20F (22497.070000 sec): 3 clusters
  Score: Raw -1107548.710588 + Penalty 3036.571395 = -1104512.139193
  nChanged 24
		SP:Iteration 21Q (22497.270000 sec): 3 clusters
  Score: Raw -1107562.160267 + Penalty 3036.571395 = -1104525.588872
  nChanged 20
		SP:Iteration 22Q (22497.480000 sec): 3 clusters
  Score: Raw -1107574.628551 + Penalty 3036.571395 = -1104538.057156
  nChanged 20
		SP:Iteration 23Q (22497.710000 sec): 3 clusters
  Score: Raw -1107587.023029 + Penalty 3036.571395 = -1104550.451634
  nChanged 11
		SP:Iteration 24Q (22497.930000 sec): 3 clusters
  Score: Raw -1107593.482304 + Penalty 3036.571395 = -1104556.910909
  nChanged 10
		SP:Iteration 25Q (22498.180000 sec): 3 clusters
  Score: Raw -1107600.359995 + Penalty 3036.571395 = -1104563.788601
  nChanged 10
		SP:Iteration 26Q (22498.440000 sec): 3 clusters
  Score: Raw -1107610.721090 + Penalty 3036.571395 = -1104574.149695
  nChanged 8
		SP:Iteration 27Q (22498.650000 sec): 3 clusters
  Score: Raw -1107616.923743 + Penalty 3036.571395 = -1104580.352348
  nChanged 7
		SP:Iteration 28Q (22498.870000 sec): 3 clusters
  Score: Raw -1107622.231255 + Penalty 3036.571395 = -1104585.659860
  nChanged 8
		SP:Iteration 29Q (22499.080000 sec): 3 clusters
  Score: Raw -1107627.242126 + Penalty 3036.571395 = -1104590.670731
  nChanged 5
		SP:Iteration 30Q (22499.330000 sec): 3 clusters
  Score: Raw -1107629.479186 + Penalty 3036.571395 = -1104592.907791
  nChanged 3
		SP:Iteration 31Q (22499.510000 sec): 3 clusters
  Score: Raw -1107631.536381 + Penalty 3036.571395 = -1104594.964986
  nChanged 3
		SP:Iteration 32Q (22499.740000 sec): 3 clusters
  Score: Raw -1107632.799484 + Penalty 3036.571395 = -1104596.228090
  nChanged 3
		SP:Iteration 33Q (22499.930000 sec): 3 clusters
  Score: Raw -1107634.633775 + Penalty 3036.571395 = -1104598.062380
  nChanged 1
		SP:Iteration 34Q (22500.150000 sec): 3 clusters
  Score: Raw -1107635.649608 + Penalty 3036.571395 = -1104599.078214
  nChanged 3
		SP:Iteration 35Q (22500.360000 sec): 3 clusters
  Score: Raw -1107636.787711 + Penalty 3036.571395 = -1104600.216316
  nChanged 1
		SP:Iteration 36Q (22500.580000 sec): 3 clusters
  Score: Raw -1107637.826880 + Penalty 3036.571395 = -1104601.255486
  nChanged 2
		SP:Iteration 37Q (22500.840000 sec): 3 clusters
  Score: Raw -1107640.102925 + Penalty 3036.571395 = -1104603.531530
  nChanged 2
		SP:Iteration 38Q (22501.030000 sec): 3 clusters
  Score: Raw -1107641.368257 + Penalty 3036.571395 = -1104604.796862
  nChanged 0
		SP:Iteration 39F (22501.250000 sec): 3 clusters
  Score: Raw -1107641.368257 + Penalty 3036.571395 = -1104604.796862
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 11 (4910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22501.360000 sec): 2 clusters
  Score: Raw -452671.727019 + Penalty 1381.092248 = -451290.634771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22501.580000 sec): 3 clusters
  Score: Raw -450188.039355 + Penalty 2762.184497 = -447425.854858
  nChanged 1978
		SP:Iteration 1F (22501.790000 sec): 3 clusters
  Score: Raw -451423.265557 + Penalty 2762.184497 = -448661.081061
  nChanged 388
		SP:Iteration 2F (22501.940000 sec): 3 clusters
  Score: Raw -451644.338513 + Penalty 2762.184497 = -448882.154017
  nChanged 256
		SP:Iteration 3F (22502.120000 sec): 3 clusters
  Score: Raw -451803.873911 + Penalty 2762.184497 = -449041.689414
  nChanged 222
		SP:Iteration 4Q (22502.310000 sec): 3 clusters
  Score: Raw -451940.110931 + Penalty 2762.184497 = -449177.926435
  nChanged 234
		SP:Iteration 5Q (22502.520000 sec): 3 clusters
  Score: Raw -452075.628490 + Penalty 2762.184497 = -449313.443993
  nChanged 177
		SP:Iteration 6Q (22502.750000 sec): 3 clusters
  Score: Raw -452161.016547 + Penalty 2762.184497 = -449398.832051
  nChanged 136
		SP:Iteration 7Q (22502.960000 sec): 3 clusters
  Score: Raw -452220.333212 + Penalty 2762.184497 = -449458.148716
  nChanged 127
		SP:Iteration 8Q (22503.180000 sec): 3 clusters
  Score: Raw -452277.998554 + Penalty 2762.184497 = -449515.814058
  nChanged 95
		SP:Iteration 9Q (22503.390000 sec): 3 clusters
  Score: Raw -452325.674789 + Penalty 2762.184497 = -449563.490292
  nChanged 102
		SP:Iteration 10Q (22503.570000 sec): 3 clusters
  Score: Raw -452380.843029 + Penalty 2762.184497 = -449618.658532
  nChanged 91
		SP:Iteration 11Q (22503.810000 sec): 3 clusters
  Score: Raw -452428.866833 + Penalty 2762.184497 = -449666.682336
  nChanged 78
		SP:Iteration 12Q (22504.010000 sec): 3 clusters
  Score: Raw -452481.317954 + Penalty 2762.184497 = -449719.133457
  nChanged 80
		SP:Iteration 13Q (22504.200000 sec): 3 clusters
  Score: Raw -452552.298968 + Penalty 2762.184497 = -449790.114471
  nChanged 93
		SP:Iteration 14Q (22504.410000 sec): 3 clusters
  Score: Raw -452639.013795 + Penalty 2762.184497 = -449876.829299
  nChanged 89
		SP:Iteration 15Q (22504.620000 sec): 3 clusters
  Score: Raw -452719.948029 + Penalty 2762.184497 = -449957.763532
  nChanged 85
		SP:Iteration 16Q (22504.790000 sec): 3 clusters
  Score: Raw -452777.482203 + Penalty 2762.184497 = -450015.297707
  nChanged 70
		SP:Iteration 17Q (22504.960000 sec): 3 clusters
  Score: Raw -452816.231591 + Penalty 2762.184497 = -450054.047094
  nChanged 63
		SP:Iteration 18Q (22505.220000 sec): 3 clusters
  Score: Raw -452842.150045 + Penalty 2762.184497 = -450079.965548
  nChanged 51
		SP:Iteration 19Q (22505.410000 sec): 3 clusters
  Score: Raw -452861.690328 + Penalty 2762.184497 = -450099.505831
  nChanged 47
		SP:Iteration 20F (22505.600000 sec): 3 clusters
  Score: Raw -452880.800870 + Penalty 2762.184497 = -450118.616373
  nChanged 44
		SP:Iteration 21Q (22505.810000 sec): 3 clusters
  Score: Raw -452896.258057 + Penalty 2762.184497 = -450134.073561
  nChanged 31
		SP:Iteration 22Q (22506.000000 sec): 3 clusters
  Score: Raw -452905.023836 + Penalty 2762.184497 = -450142.839339
  nChanged 29
		SP:Iteration 23Q (22506.200000 sec): 3 clusters
  Score: Raw -452913.664787 + Penalty 2762.184497 = -450151.480290
  nChanged 24
		SP:Iteration 24Q (22506.410000 sec): 3 clusters
  Score: Raw -452919.714693 + Penalty 2762.184497 = -450157.530197
  nChanged 23
		SP:Iteration 25Q (22506.580000 sec): 3 clusters
  Score: Raw -452927.307863 + Penalty 2762.184497 = -450165.123367
  nChanged 30
		SP:Iteration 26Q (22506.780000 sec): 3 clusters
  Score: Raw -452938.913304 + Penalty 2762.184497 = -450176.728807
  nChanged 36
		SP:Iteration 27Q (22506.940000 sec): 3 clusters
  Score: Raw -452950.634269 + Penalty 2762.184497 = -450188.449772
  nChanged 27
		SP:Iteration 28Q (22507.160000 sec): 3 clusters
  Score: Raw -452958.296668 + Penalty 2762.184497 = -450196.112171
  nChanged 24
		SP:Iteration 29Q (22507.340000 sec): 3 clusters
  Score: Raw -452964.520319 + Penalty 2762.184497 = -450202.335822
  nChanged 18
		SP:Iteration 30Q (22507.560000 sec): 3 clusters
  Score: Raw -452970.942673 + Penalty 2762.184497 = -450208.758176
  nChanged 17
		SP:Iteration 31Q (22507.720000 sec): 3 clusters
  Score: Raw -452975.447273 + Penalty 2762.184497 = -450213.262776
  nChanged 10
		SP:Iteration 32Q (22507.920000 sec): 3 clusters
  Score: Raw -452978.294262 + Penalty 2762.184497 = -450216.109765
  nChanged 15
		SP:Iteration 33Q (22508.160000 sec): 3 clusters
  Score: Raw -452982.936593 + Penalty 2762.184497 = -450220.752096
  nChanged 15
		SP:Iteration 34Q (22508.340000 sec): 3 clusters
  Score: Raw -452987.259372 + Penalty 2762.184497 = -450225.074875
  nChanged 14
		SP:Iteration 35Q (22508.520000 sec): 3 clusters
  Score: Raw -452990.773107 + Penalty 2762.184497 = -450228.588610
  nChanged 17
		SP:Iteration 36Q (22508.720000 sec): 3 clusters
  Score: Raw -452996.543415 + Penalty 2762.184497 = -450234.358918
  nChanged 19
		SP:Iteration 37Q (22508.910000 sec): 3 clusters
  Score: Raw -453003.604122 + Penalty 2762.184497 = -450241.419625
  nChanged 20
		SP:Iteration 38Q (22509.080000 sec): 3 clusters
  Score: Raw -453009.943591 + Penalty 2762.184497 = -450247.759094
  nChanged 13
		SP:Iteration 39Q (22509.270000 sec): 3 clusters
  Score: Raw -453013.919628 + Penalty 2762.184497 = -450251.735131
  nChanged 12
		SP:Iteration 40F (22509.490000 sec): 3 clusters
  Score: Raw -453016.672545 + Penalty 2762.184497 = -450254.488048
  nChanged 11
		SP:Iteration 41Q (22509.620000 sec): 3 clusters
  Score: Raw -453018.321603 + Penalty 2762.184497 = -450256.137107
  nChanged 5
		SP:Iteration 42Q (22509.830000 sec): 3 clusters
  Score: Raw -453019.077531 + Penalty 2762.184497 = -450256.893034
  nChanged 6
		SP:Iteration 43Q (22510.000000 sec): 3 clusters
  Score: Raw -453020.127560 + Penalty 2762.184497 = -450257.943063
  nChanged 9
		SP:Iteration 44Q (22510.200000 sec): 3 clusters
  Score: Raw -453022.727182 + Penalty 2762.184497 = -450260.542686
  nChanged 11
		SP:Iteration 45Q (22510.370000 sec): 3 clusters
  Score: Raw -453026.306117 + Penalty 2762.184497 = -450264.121620
  nChanged 18
		SP:Iteration 46Q (22510.530000 sec): 3 clusters
  Score: Raw -453032.103164 + Penalty 2762.184497 = -450269.918668
  nChanged 20
		SP:Iteration 47Q (22510.700000 sec): 3 clusters
  Score: Raw -453037.665072 + Penalty 2762.184497 = -450275.480576
  nChanged 21
		SP:Iteration 48Q (22510.880000 sec): 3 clusters
  Score: Raw -453043.146328 + Penalty 2762.184497 = -450280.961831
  nChanged 18
		SP:Iteration 49Q (22511.030000 sec): 3 clusters
  Score: Raw -453047.814408 + Penalty 2762.184497 = -450285.629911
  nChanged 13
		SP:Iteration 50Q (22511.250000 sec): 3 clusters
  Score: Raw -453051.462693 + Penalty 2762.184497 = -450289.278197
  nChanged 15
		SP:Iteration 51Q (22511.390000 sec): 3 clusters
  Score: Raw -453054.313217 + Penalty 2762.184497 = -450292.128720
  nChanged 11
		SP:Iteration 52Q (22511.560000 sec): 3 clusters
  Score: Raw -453058.597895 + Penalty 2762.184497 = -450296.413399
  nChanged 16
		SP:Iteration 53Q (22511.740000 sec): 3 clusters
  Score: Raw -453062.603565 + Penalty 2762.184497 = -450300.419068
  nChanged 17
		SP:Iteration 54Q (22511.930000 sec): 3 clusters
  Score: Raw -453067.240895 + Penalty 2762.184497 = -450305.056398
  nChanged 17
		SP:Iteration 55Q (22512.120000 sec): 3 clusters
  Score: Raw -453072.317021 + Penalty 2762.184497 = -450310.132524
  nChanged 16
		SP:Iteration 56Q (22512.290000 sec): 3 clusters
  Score: Raw -453077.065027 + Penalty 2762.184497 = -450314.880530
  nChanged 19
		SP:Iteration 57Q (22512.480000 sec): 3 clusters
  Score: Raw -453082.043758 + Penalty 2762.184497 = -450319.859261
  nChanged 19
		SP:Iteration 58Q (22512.670000 sec): 3 clusters
  Score: Raw -453086.877949 + Penalty 2762.184497 = -450324.693452
  nChanged 12
		SP:Iteration 59Q (22512.840000 sec): 3 clusters
  Score: Raw -453089.671605 + Penalty 2762.184497 = -450327.487108
  nChanged 14
		SP:Iteration 60F (22513.030000 sec): 3 clusters
  Score: Raw -453093.645809 + Penalty 2762.184497 = -450331.461312
  nChanged 16
		SP:Iteration 61Q (22513.190000 sec): 3 clusters
  Score: Raw -453098.992250 + Penalty 2762.184497 = -450336.807753
  nChanged 10
		SP:Iteration 62Q (22513.380000 sec): 3 clusters
  Score: Raw -453100.040579 + Penalty 2762.184497 = -450337.856082
  nChanged 5
		SP:Iteration 63Q (22513.540000 sec): 3 clusters
  Score: Raw -453100.893742 + Penalty 2762.184497 = -450338.709245
  nChanged 2
		SP:Iteration 64Q (22513.730000 sec): 3 clusters
  Score: Raw -453101.038624 + Penalty 2762.184497 = -450338.854127
  nChanged 1
		SP:Iteration 65Q (22513.920000 sec): 3 clusters
  Score: Raw -453101.428022 + Penalty 2762.184497 = -450339.243525
  nChanged 1
		SP:Iteration 66Q (22514.110000 sec): 3 clusters
  Score: Raw -453101.815665 + Penalty 2762.184497 = -450339.631168
  nChanged 0
		SP:Iteration 67F (22514.260000 sec): 3 clusters
  Score: Raw -453101.815665 + Penalty 2762.184497 = -450339.631168
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 12 (8537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22514.370000 sec): 2 clusters
  Score: Raw -815189.397933 + Penalty 1470.976802 = -813718.421130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22514.550000 sec): 3 clusters
  Score: Raw -810454.873440 + Penalty 2941.953605 = -807512.919835
  nChanged 3603
		SP:Iteration 1F (22514.710000 sec): 3 clusters
  Score: Raw -812622.854784 + Penalty 2941.953605 = -809680.901180
  nChanged 647
		SP:Iteration 2F (22514.870000 sec): 3 clusters
  Score: Raw -813050.069599 + Penalty 2941.953605 = -810108.115995
  nChanged 548
		SP:Iteration 3F (22515.040000 sec): 3 clusters
  Score: Raw -813430.357054 + Penalty 2941.953605 = -810488.403449
  nChanged 490
		SP:Iteration 4F (22515.200000 sec): 3 clusters
  Score: Raw -813778.937920 + Penalty 2941.953605 = -810836.984315
  nChanged 441
		SP:Iteration 5F (22515.400000 sec): 3 clusters
  Score: Raw -814046.079069 + Penalty 2941.953605 = -811104.125464
  nChanged 424
		SP:Iteration 6Q (22515.570000 sec): 3 clusters
  Score: Raw -814338.544588 + Penalty 2941.953605 = -811396.590983
  nChanged 418
		SP:Iteration 7Q (22515.730000 sec): 3 clusters
  Score: Raw -814657.756733 + Penalty 2941.953605 = -811715.803128
  nChanged 381
		SP:Iteration 8Q (22515.890000 sec): 3 clusters
  Score: Raw -814950.333086 + Penalty 2941.953605 = -812008.379481
  nChanged 401
		SP:Iteration 9Q (22516.090000 sec): 3 clusters
  Score: Raw -815333.334439 + Penalty 2941.953605 = -812391.380834
  nChanged 388
		SP:Iteration 10Q (22516.250000 sec): 3 clusters
  Score: Raw -815662.063454 + Penalty 2941.953605 = -812720.109849
  nChanged 298
		SP:Iteration 11Q (22516.420000 sec): 3 clusters
  Score: Raw -815876.874255 + Penalty 2941.953605 = -812934.920651
  nChanged 242
		SP:Iteration 12Q (22516.650000 sec): 3 clusters
  Score: Raw -816002.023840 + Penalty 2941.953605 = -813060.070236
  nChanged 155
		SP:Iteration 13Q (22516.780000 sec): 3 clusters
  Score: Raw -816066.996566 + Penalty 2941.953605 = -813125.042961
  nChanged 120
		SP:Iteration 14Q (22516.940000 sec): 3 clusters
  Score: Raw -816115.970072 + Penalty 2941.953605 = -813174.016468
  nChanged 84
		SP:Iteration 15Q (22517.100000 sec): 3 clusters
  Score: Raw -816144.460395 + Penalty 2941.953605 = -813202.506790
  nChanged 59
		SP:Iteration 16Q (22517.340000 sec): 3 clusters
  Score: Raw -816162.669748 + Penalty 2941.953605 = -813220.716143
  nChanged 51
		SP:Iteration 17Q (22517.500000 sec): 3 clusters
  Score: Raw -816176.398981 + Penalty 2941.953605 = -813234.445376
  nChanged 47
		SP:Iteration 18Q (22517.660000 sec): 3 clusters
  Score: Raw -816188.397344 + Penalty 2941.953605 = -813246.443740
  nChanged 43
		SP:Iteration 19Q (22517.830000 sec): 3 clusters
  Score: Raw -816198.219882 + Penalty 2941.953605 = -813256.266278
  nChanged 39
		SP:Iteration 20F (22518.050000 sec): 3 clusters
  Score: Raw -816207.803019 + Penalty 2941.953605 = -813265.849415
  nChanged 44
		SP:Iteration 21Q (22518.310000 sec): 3 clusters
  Score: Raw -816218.072570 + Penalty 2941.953605 = -813276.118965
  nChanged 30
		SP:Iteration 22Q (22518.490000 sec): 3 clusters
  Score: Raw -816225.175923 + Penalty 2941.953605 = -813283.222318
  nChanged 24
		SP:Iteration 23Q (22518.760000 sec): 3 clusters
  Score: Raw -816230.273607 + Penalty 2941.953605 = -813288.320002
  nChanged 14
		SP:Iteration 24Q (22518.920000 sec): 3 clusters
  Score: Raw -816232.120935 + Penalty 2941.953605 = -813290.167331
  nChanged 8
		SP:Iteration 25Q (22519.090000 sec): 3 clusters
  Score: Raw -816232.820980 + Penalty 2941.953605 = -813290.867375
  nChanged 5
		SP:Iteration 26Q (22519.350000 sec): 3 clusters
  Score: Raw -816233.374082 + Penalty 2941.953605 = -813291.420477
  nChanged 5
		SP:Iteration 27Q (22519.550000 sec): 3 clusters
  Score: Raw -816234.316645 + Penalty 2941.953605 = -813292.363040
  nChanged 4
		SP:Iteration 28Q (22519.770000 sec): 3 clusters
  Score: Raw -816234.814823 + Penalty 2941.953605 = -813292.861219
  nChanged 7
		SP:Iteration 29Q (22519.970000 sec): 3 clusters
  Score: Raw -816236.210086 + Penalty 2941.953605 = -813294.256482
  nChanged 12
		SP:Iteration 30Q (22520.170000 sec): 3 clusters
  Score: Raw -816238.312071 + Penalty 2941.953605 = -813296.358467
  nChanged 14
		SP:Iteration 31Q (22520.410000 sec): 3 clusters
  Score: Raw -816240.552612 + Penalty 2941.953605 = -813298.599007
  nChanged 4
		SP:Iteration 32Q (22520.670000 sec): 3 clusters
  Score: Raw -816241.050967 + Penalty 2941.953605 = -813299.097362
  nChanged 5
		SP:Iteration 33Q (22520.900000 sec): 3 clusters
  Score: Raw -816241.490324 + Penalty 2941.953605 = -813299.536719
  nChanged 2
		SP:Iteration 34Q (22521.120000 sec): 3 clusters
  Score: Raw -816241.716388 + Penalty 2941.953605 = -813299.762783
  nChanged 1
		SP:Iteration 35Q (22521.340000 sec): 3 clusters
  Score: Raw -816241.776412 + Penalty 2941.953605 = -813299.822808
  nChanged 1
		SP:Iteration 36Q (22521.560000 sec): 3 clusters
  Score: Raw -816241.816052 + Penalty 2941.953605 = -813299.862447
  nChanged 1
		SP:Iteration 37Q (22521.800000 sec): 3 clusters
  Score: Raw -816241.888566 + Penalty 2941.953605 = -813299.934961
  nChanged 1
		SP:Iteration 38Q (22522.080000 sec): 3 clusters
  Score: Raw -816241.972657 + Penalty 2941.953605 = -813300.019053
  nChanged 3
		SP:Iteration 39Q (22522.260000 sec): 3 clusters
  Score: Raw -816242.244205 + Penalty 2941.953605 = -813300.290600
  nChanged 0
		SP:Iteration 40F (22522.470000 sec): 3 clusters
  Score: Raw -816242.244205 + Penalty 2941.953605 = -813300.290600
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 13 (4159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22522.580000 sec): 2 clusters
  Score: Raw -391582.737644 + Penalty 1354.117365 = -390228.620279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22522.790000 sec): 3 clusters
  Score: Raw -389511.726308 + Penalty 2708.234730 = -386803.491577
  nChanged 1606
		SP:Iteration 1F (22522.960000 sec): 3 clusters
  Score: Raw -390561.314951 + Penalty 2708.234730 = -387853.080221
  nChanged 335
		SP:Iteration 2F (22523.160000 sec): 3 clusters
  Score: Raw -390830.149335 + Penalty 2708.234730 = -388121.914604
  nChanged 267
		SP:Iteration 3F (22523.300000 sec): 3 clusters
  Score: Raw -391020.779900 + Penalty 2708.234730 = -388312.545170
  nChanged 209
		SP:Iteration 4F (22523.510000 sec): 3 clusters
  Score: Raw -391171.466431 + Penalty 2708.234730 = -388463.231701
  nChanged 202
		SP:Iteration 5Q (22523.730000 sec): 3 clusters
  Score: Raw -391322.054205 + Penalty 2708.234730 = -388613.819475
  nChanged 169
		SP:Iteration 6Q (22523.950000 sec): 3 clusters
  Score: Raw -391463.261423 + Penalty 2708.234730 = -388755.026693
  nChanged 180
		SP:Iteration 7Q (22524.210000 sec): 3 clusters
  Score: Raw -391603.186372 + Penalty 2708.234730 = -388894.951642
  nChanged 159
		SP:Iteration 8Q (22524.400000 sec): 3 clusters
  Score: Raw -391715.019836 + Penalty 2708.234730 = -389006.785105
  nChanged 124
		SP:Iteration 9Q (22524.650000 sec): 3 clusters
  Score: Raw -391794.115523 + Penalty 2708.234730 = -389085.880792
  nChanged 89
		SP:Iteration 10Q (22524.820000 sec): 3 clusters
  Score: Raw -391846.456468 + Penalty 2708.234730 = -389138.221737
  nChanged 75
		SP:Iteration 11Q (22525.070000 sec): 3 clusters
  Score: Raw -391896.797315 + Penalty 2708.234730 = -389188.562585
  nChanged 71
		SP:Iteration 12Q (22525.280000 sec): 3 clusters
  Score: Raw -391936.624250 + Penalty 2708.234730 = -389228.389520
  nChanged 61
		SP:Iteration 13Q (22525.540000 sec): 3 clusters
  Score: Raw -391975.729524 + Penalty 2708.234730 = -389267.494794
  nChanged 60
		SP:Iteration 14Q (22525.770000 sec): 3 clusters
  Score: Raw -392014.303055 + Penalty 2708.234730 = -389306.068325
  nChanged 49
		SP:Iteration 15Q (22525.950000 sec): 3 clusters
  Score: Raw -392041.912765 + Penalty 2708.234730 = -389333.678035
  nChanged 48
		SP:Iteration 16Q (22526.130000 sec): 3 clusters
  Score: Raw -392066.177176 + Penalty 2708.234730 = -389357.942445
  nChanged 47
		SP:Iteration 17Q (22526.320000 sec): 3 clusters
  Score: Raw -392092.755383 + Penalty 2708.234730 = -389384.520652
  nChanged 35
		SP:Iteration 18Q (22526.490000 sec): 3 clusters
  Score: Raw -392118.540075 + Penalty 2708.234730 = -389410.305345
  nChanged 40
		SP:Iteration 19Q (22526.720000 sec): 3 clusters
  Score: Raw -392136.613015 + Penalty 2708.234730 = -389428.378285
  nChanged 36
		SP:Iteration 20F (22526.910000 sec): 3 clusters
  Score: Raw -392151.033137 + Penalty 2708.234730 = -389442.798406
  nChanged 35
		SP:Iteration 21Q (22527.130000 sec): 3 clusters
  Score: Raw -392166.522156 + Penalty 2708.234730 = -389458.287425
  nChanged 34
		SP:Iteration 22Q (22527.370000 sec): 3 clusters
  Score: Raw -392185.132188 + Penalty 2708.234730 = -389476.897457
  nChanged 33
		SP:Iteration 23Q (22527.610000 sec): 3 clusters
  Score: Raw -392203.391112 + Penalty 2708.234730 = -389495.156381
  nChanged 32
		SP:Iteration 24Q (22527.800000 sec): 3 clusters
  Score: Raw -392215.250702 + Penalty 2708.234730 = -389507.015972
  nChanged 22
		SP:Iteration 25Q (22528.020000 sec): 3 clusters
  Score: Raw -392223.682396 + Penalty 2708.234730 = -389515.447665
  nChanged 29
		SP:Iteration 26Q (22528.210000 sec): 3 clusters
  Score: Raw -392232.967185 + Penalty 2708.234730 = -389524.732454
  nChanged 21
		SP:Iteration 27Q (22528.430000 sec): 3 clusters
  Score: Raw -392243.065251 + Penalty 2708.234730 = -389534.830520
  nChanged 20
		SP:Iteration 28Q (22528.630000 sec): 3 clusters
  Score: Raw -392252.379116 + Penalty 2708.234730 = -389544.144385
  nChanged 24
		SP:Iteration 29Q (22528.850000 sec): 3 clusters
  Score: Raw -392260.423895 + Penalty 2708.234730 = -389552.189165
  nChanged 19
		SP:Iteration 30Q (22529.050000 sec): 3 clusters
  Score: Raw -392269.864881 + Penalty 2708.234730 = -389561.630151
  nChanged 18
		SP:Iteration 31Q (22529.220000 sec): 3 clusters
  Score: Raw -392276.198539 + Penalty 2708.234730 = -389567.963809
  nChanged 17
		SP:Iteration 32Q (22529.460000 sec): 3 clusters
  Score: Raw -392280.714823 + Penalty 2708.234730 = -389572.480093
  nChanged 8
		SP:Iteration 33Q (22529.670000 sec): 3 clusters
  Score: Raw -392283.268999 + Penalty 2708.234730 = -389575.034269
  nChanged 8
		SP:Iteration 34Q (22529.880000 sec): 3 clusters
  Score: Raw -392285.301716 + Penalty 2708.234730 = -389577.066986
  nChanged 5
		SP:Iteration 35Q (22530.050000 sec): 3 clusters
  Score: Raw -392286.469605 + Penalty 2708.234730 = -389578.234875
  nChanged 3
		SP:Iteration 36Q (22530.250000 sec): 3 clusters
  Score: Raw -392286.716351 + Penalty 2708.234730 = -389578.481621
  nChanged 3
		SP:Iteration 37Q (22530.470000 sec): 3 clusters
  Score: Raw -392287.168747 + Penalty 2708.234730 = -389578.934017
  nChanged 4
		SP:Iteration 38Q (22530.650000 sec): 3 clusters
  Score: Raw -392287.703505 + Penalty 2708.234730 = -389579.468775
  nChanged 3
		SP:Iteration 39Q (22530.840000 sec): 3 clusters
  Score: Raw -392288.615371 + Penalty 2708.234730 = -389580.380641
  nChanged 4
		SP:Iteration 40F (22531.040000 sec): 3 clusters
  Score: Raw -392289.368349 + Penalty 2708.234730 = -389581.133619
  nChanged 3
		SP:Iteration 41Q (22531.240000 sec): 3 clusters
  Score: Raw -392290.282544 + Penalty 2708.234730 = -389582.047814
  nChanged 3
		SP:Iteration 42Q (22531.500000 sec): 3 clusters
  Score: Raw -392291.233753 + Penalty 2708.234730 = -389582.999022
  nChanged 4
		SP:Iteration 43Q (22531.690000 sec): 3 clusters
  Score: Raw -392292.238660 + Penalty 2708.234730 = -389584.003929
  nChanged 1
		SP:Iteration 44Q (22531.890000 sec): 3 clusters
  Score: Raw -392292.677364 + Penalty 2708.234730 = -389584.442634
  nChanged 1
		SP:Iteration 45Q (22532.040000 sec): 3 clusters
  Score: Raw -392293.939053 + Penalty 2708.234730 = -389585.704323
  nChanged 3
		SP:Iteration 46Q (22532.270000 sec): 3 clusters
  Score: Raw -392294.789406 + Penalty 2708.234730 = -389586.554676
  nChanged 4
		SP:Iteration 47Q (22532.450000 sec): 3 clusters
  Score: Raw -392295.955471 + Penalty 2708.234730 = -389587.720741
  nChanged 0
		SP:Iteration 48F (22532.630000 sec): 3 clusters
  Score: Raw -392295.955471 + Penalty 2708.234730 = -389587.720741
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 14 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22532.780000 sec): 2 clusters
  Score: Raw -107663.035500 + Penalty 1154.289835 = -106508.745665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22532.970000 sec): 3 clusters
  Score: Raw -107313.553158 + Penalty 2308.579670 = -105004.973488
  nChanged 424
		SP:Iteration 1F (22533.110000 sec): 3 clusters
  Score: Raw -107909.063272 + Penalty 2308.579670 = -105600.483602
  nChanged 158
		SP:Iteration 2F (22533.270000 sec): 3 clusters
  Score: Raw -108159.441598 + Penalty 2308.579670 = -105850.861928
  nChanged 88
		SP:Iteration 3F (22533.430000 sec): 3 clusters
  Score: Raw -108293.711508 + Penalty 2308.579670 = -105985.131838
  nChanged 60
		SP:Iteration 4Q (22533.640000 sec): 3 clusters
  Score: Raw -108383.262405 + Penalty 2308.579670 = -106074.682735
  nChanged 33
		SP:Iteration 5Q (22533.830000 sec): 3 clusters
  Score: Raw -108425.251049 + Penalty 2308.579670 = -106116.671379
  nChanged 28
		SP:Iteration 6Q (22534.010000 sec): 3 clusters
  Score: Raw -108457.423129 + Penalty 2308.579670 = -106148.843459
  nChanged 16
		SP:Iteration 7Q (22534.170000 sec): 3 clusters
  Score: Raw -108477.297140 + Penalty 2308.579670 = -106168.717470
  nChanged 11
		SP:Iteration 8Q (22534.410000 sec): 3 clusters
  Score: Raw -108491.361014 + Penalty 2308.579670 = -106182.781344
  nChanged 8
		SP:Iteration 9Q (22534.590000 sec): 3 clusters
  Score: Raw -108500.262194 + Penalty 2308.579670 = -106191.682524
  nChanged 6
		SP:Iteration 10Q (22534.780000 sec): 3 clusters
  Score: Raw -108505.291865 + Penalty 2308.579670 = -106196.712194
  nChanged 3
		SP:Iteration 11Q (22534.980000 sec): 3 clusters
  Score: Raw -108507.709738 + Penalty 2308.579670 = -106199.130067
  nChanged 2
		SP:Iteration 12Q (22535.170000 sec): 3 clusters
  Score: Raw -108508.879058 + Penalty 2308.579670 = -106200.299387
  nChanged 0
		SP:Iteration 13F (22535.370000 sec): 3 clusters
  Score: Raw -108508.879058 + Penalty 2308.579670 = -106200.299387
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 15 (133425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22536.060000 sec): 2 clusters
  Score: Raw -12814518.678792 + Penalty 1917.710405 = -12812600.968387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22536.820000 sec): 3 clusters
  Score: Raw -12727233.012683 + Penalty 3835.420810 = -12723397.591873
  nChanged 63834
		SP:Iteration 1F (22537.560000 sec): 3 clusters
  Score: Raw -12765114.679903 + Penalty 3835.420810 = -12761279.259092
  nChanged 4863
		SP:Iteration 2Q (22538.300000 sec): 3 clusters
  Score: Raw -12766742.468028 + Penalty 3835.420810 = -12762907.047217
  nChanged 5658
		SP:Iteration 3Q (22539.020000 sec): 3 clusters
  Score: Raw -12768934.625141 + Penalty 3835.420810 = -12765099.204330
  nChanged 6421
		SP:Iteration 4Q (22539.800000 sec): 3 clusters
  Score: Raw -12771794.209198 + Penalty 3835.420810 = -12767958.788387
  nChanged 7292
		SP:Iteration 5F (22540.580000 sec): 3 clusters
  Score: Raw -12775637.602922 + Penalty 3835.420810 = -12771802.182111
  nChanged 8016
		SP:Iteration 6F (22541.300000 sec): 3 clusters
  Score: Raw -12780889.587697 + Penalty 3835.420810 = -12777054.166887
  nChanged 8488
		SP:Iteration 7F (22542.120000 sec): 3 clusters
  Score: Raw -12787427.634976 + Penalty 3835.420810 = -12783592.214165
  nChanged 8087
		SP:Iteration 8F (22542.870000 sec): 3 clusters
  Score: Raw -12793747.401579 + Penalty 3835.420810 = -12789911.980768
  nChanged 6651
		SP:Iteration 9Q (22543.630000 sec): 3 clusters
  Score: Raw -12798157.305379 + Penalty 3835.420810 = -12794321.884568
  nChanged 4991
		SP:Iteration 10Q (22544.380000 sec): 3 clusters
  Score: Raw -12800701.760579 + Penalty 3835.420810 = -12796866.339768
  nChanged 3650
		SP:Iteration 11Q (22545.220000 sec): 3 clusters
  Score: Raw -12802182.927710 + Penalty 3835.420810 = -12798347.506899
  nChanged 2833
		SP:Iteration 12Q (22545.980000 sec): 3 clusters
  Score: Raw -12803196.740987 + Penalty 3835.420810 = -12799361.320177
  nChanged 2501
		SP:Iteration 13Q (22546.790000 sec): 3 clusters
  Score: Raw -12804101.912460 + Penalty 3835.420810 = -12800266.491649
  nChanged 2405
		SP:Iteration 14Q (22547.770000 sec): 3 clusters
  Score: Raw -12805005.735250 + Penalty 3835.420810 = -12801170.314439
  nChanged 2410
		SP:Iteration 15Q (22548.510000 sec): 3 clusters
  Score: Raw -12805922.828875 + Penalty 3835.420810 = -12802087.408065
  nChanged 2338
		SP:Iteration 16Q (22549.480000 sec): 3 clusters
  Score: Raw -12806859.136060 + Penalty 3835.420810 = -12803023.715249
  nChanged 2268
		SP:Iteration 17Q (22550.340000 sec): 3 clusters
  Score: Raw -12807784.082046 + Penalty 3835.420810 = -12803948.661236
  nChanged 2137
		SP:Iteration 18Q (22551.190000 sec): 3 clusters
  Score: Raw -12808706.338175 + Penalty 3835.420810 = -12804870.917365
  nChanged 2036
		SP:Iteration 19Q (22552.030000 sec): 3 clusters
  Score: Raw -12809638.811437 + Penalty 3835.420810 = -12805803.390626
  nChanged 1914
		SP:Iteration 20F (22552.860000 sec): 3 clusters
  Score: Raw -12810562.283066 + Penalty 3835.420810 = -12806726.862255
  nChanged 1764
		SP:Iteration 21Q (22553.710000 sec): 3 clusters
  Score: Raw -12811419.022188 + Penalty 3835.420810 = -12807583.601378
  nChanged 1549
		SP:Iteration 22Q (22554.450000 sec): 3 clusters
  Score: Raw -12812200.132125 + Penalty 3835.420810 = -12808364.711315
  nChanged 1306
		SP:Iteration 23Q (22555.300000 sec): 3 clusters
  Score: Raw -12812865.401159 + Penalty 3835.420810 = -12809029.980348
  nChanged 1062
		SP:Iteration 24Q (22556.020000 sec): 3 clusters
  Score: Raw -12813402.196965 + Penalty 3835.420810 = -12809566.776155
  nChanged 841
		SP:Iteration 25Q (22556.840000 sec): 3 clusters
  Score: Raw -12813818.211529 + Penalty 3835.420810 = -12809982.790719
  nChanged 627
		SP:Iteration 26Q (22557.630000 sec): 3 clusters
  Score: Raw -12814124.970597 + Penalty 3835.420810 = -12810289.549787
  nChanged 474
		SP:Iteration 27Q (22558.370000 sec): 3 clusters
  Score: Raw -12814358.847214 + Penalty 3835.420810 = -12810523.426403
  nChanged 372
		SP:Iteration 28Q (22559.160000 sec): 3 clusters
  Score: Raw -12814536.280721 + Penalty 3835.420810 = -12810700.859911
  nChanged 274
		SP:Iteration 29Q (22559.860000 sec): 3 clusters
  Score: Raw -12814657.499596 + Penalty 3835.420810 = -12810822.078786
  nChanged 218
		SP:Iteration 30Q (22560.550000 sec): 3 clusters
  Score: Raw -12814746.167351 + Penalty 3835.420810 = -12810910.746541
  nChanged 170
		SP:Iteration 31Q (22561.290000 sec): 3 clusters
  Score: Raw -12814807.117728 + Penalty 3835.420810 = -12810971.696918
  nChanged 157
		SP:Iteration 32Q (22562.020000 sec): 3 clusters
  Score: Raw -12814863.333220 + Penalty 3835.420810 = -12811027.912409
  nChanged 123
		SP:Iteration 33Q (22562.720000 sec): 3 clusters
  Score: Raw -12814905.001630 + Penalty 3835.420810 = -12811069.580820
  nChanged 92
		SP:Iteration 34Q (22563.360000 sec): 3 clusters
  Score: Raw -12814933.324348 + Penalty 3835.420810 = -12811097.903538
  nChanged 73
		SP:Iteration 35Q (22564.160000 sec): 3 clusters
  Score: Raw -12814953.237147 + Penalty 3835.420810 = -12811117.816337
  nChanged 60
		SP:Iteration 36Q (22564.830000 sec): 3 clusters
  Score: Raw -12814971.529027 + Penalty 3835.420810 = -12811136.108216
  nChanged 55
		SP:Iteration 37Q (22565.620000 sec): 3 clusters
  Score: Raw -12814984.795072 + Penalty 3835.420810 = -12811149.374262
  nChanged 33
		SP:Iteration 38Q (22566.460000 sec): 3 clusters
  Score: Raw -12814991.533007 + Penalty 3835.420810 = -12811156.112197
  nChanged 27
		SP:Iteration 39Q (22567.220000 sec): 3 clusters
  Score: Raw -12814996.972625 + Penalty 3835.420810 = -12811161.551815
  nChanged 28
		SP:Iteration 40F (22568.220000 sec): 3 clusters
  Score: Raw -12815002.746087 + Penalty 3835.420810 = -12811167.325276
  nChanged 28
		SP:Iteration 41Q (22569.040000 sec): 3 clusters
  Score: Raw -12815011.459883 + Penalty 3835.420810 = -12811176.039073
  nChanged 28
		SP:Iteration 42Q (22569.880000 sec): 3 clusters
  Score: Raw -12815018.345951 + Penalty 3835.420810 = -12811182.925140
  nChanged 28
		SP:Iteration 43Q (22570.700000 sec): 3 clusters
  Score: Raw -12815026.564682 + Penalty 3835.420810 = -12811191.143871
  nChanged 28
		SP:Iteration 44Q (22571.400000 sec): 3 clusters
  Score: Raw -12815034.860407 + Penalty 3835.420810 = -12811199.439597
  nChanged 30
		SP:Iteration 45Q (22572.180000 sec): 3 clusters
  Score: Raw -12815042.946525 + Penalty 3835.420810 = -12811207.525714
  nChanged 20
		SP:Iteration 46Q (22572.860000 sec): 3 clusters
  Score: Raw -12815047.262694 + Penalty 3835.420810 = -12811211.841883
  nChanged 16
		SP:Iteration 47Q (22573.550000 sec): 3 clusters
  Score: Raw -12815050.780630 + Penalty 3835.420810 = -12811215.359819
  nChanged 18
		SP:Iteration 48Q (22574.230000 sec): 3 clusters
  Score: Raw -12815055.816573 + Penalty 3835.420810 = -12811220.395763
  nChanged 21
		SP:Iteration 49Q (22574.890000 sec): 3 clusters
  Score: Raw -12815059.942981 + Penalty 3835.420810 = -12811224.522170
  nChanged 12
		SP:Iteration 50Q (22575.600000 sec): 3 clusters
  Score: Raw -12815062.630964 + Penalty 3835.420810 = -12811227.210154
  nChanged 11
		SP:Iteration 51Q (22576.310000 sec): 3 clusters
  Score: Raw -12815065.330008 + Penalty 3835.420810 = -12811229.909197
  nChanged 10
		SP:Iteration 52Q (22577.060000 sec): 3 clusters
  Score: Raw -12815067.904199 + Penalty 3835.420810 = -12811232.483389
  nChanged 13
		SP:Iteration 53Q (22577.830000 sec): 3 clusters
  Score: Raw -12815070.719223 + Penalty 3835.420810 = -12811235.298413
  nChanged 4
		SP:Iteration 54Q (22578.590000 sec): 3 clusters
  Score: Raw -12815071.551415 + Penalty 3835.420810 = -12811236.130605
  nChanged 2
		SP:Iteration 55Q (22579.350000 sec): 3 clusters
  Score: Raw -12815071.702269 + Penalty 3835.420810 = -12811236.281459
  nChanged 0
		SP:Iteration 56F (22580.240000 sec): 3 clusters
  Score: Raw -12815071.702269 + Penalty 3835.420810 = -12811236.281459
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 16 (11223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22580.410000 sec): 2 clusters
  Score: Raw -1078529.078512 + Penalty 1515.429585 = -1077013.648927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22580.710000 sec): 3 clusters
  Score: Raw -1072142.087373 + Penalty 3030.859170 = -1069111.228203
  nChanged 4854
		SP:Iteration 1F (22580.940000 sec): 3 clusters
  Score: Raw -1074991.476576 + Penalty 3030.859170 = -1071960.617406
  nChanged 826
		SP:Iteration 2F (22581.180000 sec): 3 clusters
  Score: Raw -1075433.775339 + Penalty 3030.859170 = -1072402.916169
  nChanged 673
		SP:Iteration 3F (22581.360000 sec): 3 clusters
  Score: Raw -1075779.595580 + Penalty 3030.859170 = -1072748.736410
  nChanged 609
		SP:Iteration 4F (22581.560000 sec): 3 clusters
  Score: Raw -1076117.033828 + Penalty 3030.859170 = -1073086.174658
  nChanged 578
		SP:Iteration 5F (22581.810000 sec): 3 clusters
  Score: Raw -1076435.017232 + Penalty 3030.859170 = -1073404.158062
  nChanged 524
		SP:Iteration 6Q (22582.100000 sec): 3 clusters
  Score: Raw -1076708.473835 + Penalty 3030.859170 = -1073677.614665
  nChanged 448
		SP:Iteration 7Q (22582.410000 sec): 3 clusters
  Score: Raw -1076896.825471 + Penalty 3030.859170 = -1073865.966301
  nChanged 350
		SP:Iteration 8Q (22582.630000 sec): 3 clusters
  Score: Raw -1077035.767817 + Penalty 3030.859170 = -1074004.908647
  nChanged 314
		SP:Iteration 9Q (22582.860000 sec): 3 clusters
  Score: Raw -1077149.538703 + Penalty 3030.859170 = -1074118.679533
  nChanged 260
		SP:Iteration 10Q (22583.140000 sec): 3 clusters
  Score: Raw -1077244.044175 + Penalty 3030.859170 = -1074213.185005
  nChanged 214
		SP:Iteration 11Q (22583.380000 sec): 3 clusters
  Score: Raw -1077325.379766 + Penalty 3030.859170 = -1074294.520596
  nChanged 207
		SP:Iteration 12Q (22583.590000 sec): 3 clusters
  Score: Raw -1077403.286544 + Penalty 3030.859170 = -1074372.427374
  nChanged 199
		SP:Iteration 13Q (22583.870000 sec): 3 clusters
  Score: Raw -1077477.474033 + Penalty 3030.859170 = -1074446.614863
  nChanged 204
		SP:Iteration 14Q (22584.180000 sec): 3 clusters
  Score: Raw -1077563.899752 + Penalty 3030.859170 = -1074533.040582
  nChanged 216
		SP:Iteration 15Q (22584.460000 sec): 3 clusters
  Score: Raw -1077654.332934 + Penalty 3030.859170 = -1074623.473764
  nChanged 208
		SP:Iteration 16Q (22584.670000 sec): 3 clusters
  Score: Raw -1077738.438068 + Penalty 3030.859170 = -1074707.578898
  nChanged 191
		SP:Iteration 17Q (22584.900000 sec): 3 clusters
  Score: Raw -1077827.278971 + Penalty 3030.859170 = -1074796.419801
  nChanged 211
		SP:Iteration 18Q (22585.140000 sec): 3 clusters
  Score: Raw -1077933.938633 + Penalty 3030.859170 = -1074903.079463
  nChanged 221
		SP:Iteration 19Q (22585.380000 sec): 3 clusters
  Score: Raw -1078047.448682 + Penalty 3030.859170 = -1075016.589512
  nChanged 205
		SP:Iteration 20F (22585.620000 sec): 3 clusters
  Score: Raw -1078143.307329 + Penalty 3030.859170 = -1075112.448159
  nChanged 192
		SP:Iteration 21Q (22585.840000 sec): 3 clusters
  Score: Raw -1078235.639765 + Penalty 3030.859170 = -1075204.780595
  nChanged 194
		SP:Iteration 22Q (22586.050000 sec): 3 clusters
  Score: Raw -1078323.100569 + Penalty 3030.859170 = -1075292.241399
  nChanged 190
		SP:Iteration 23Q (22586.300000 sec): 3 clusters
  Score: Raw -1078418.296572 + Penalty 3030.859170 = -1075387.437402
  nChanged 173
		SP:Iteration 24Q (22586.520000 sec): 3 clusters
  Score: Raw -1078508.570969 + Penalty 3030.859170 = -1075477.711799
  nChanged 188
		SP:Iteration 25Q (22586.790000 sec): 3 clusters
  Score: Raw -1078589.572629 + Penalty 3030.859170 = -1075558.713459
  nChanged 151
		SP:Iteration 26Q (22587.020000 sec): 3 clusters
  Score: Raw -1078661.737749 + Penalty 3030.859170 = -1075630.878579
  nChanged 136
		SP:Iteration 27Q (22587.290000 sec): 3 clusters
  Score: Raw -1078728.191017 + Penalty 3030.859170 = -1075697.331847
  nChanged 109
		SP:Iteration 28Q (22587.560000 sec): 3 clusters
  Score: Raw -1078773.922504 + Penalty 3030.859170 = -1075743.063334
  nChanged 108
		SP:Iteration 29Q (22587.820000 sec): 3 clusters
  Score: Raw -1078821.481326 + Penalty 3030.859170 = -1075790.622156
  nChanged 89
		SP:Iteration 30Q (22588.090000 sec): 3 clusters
  Score: Raw -1078863.344895 + Penalty 3030.859170 = -1075832.485725
  nChanged 72
		SP:Iteration 31Q (22588.330000 sec): 3 clusters
  Score: Raw -1078894.055702 + Penalty 3030.859170 = -1075863.196532
  nChanged 61
		SP:Iteration 32Q (22588.560000 sec): 3 clusters
  Score: Raw -1078919.030160 + Penalty 3030.859170 = -1075888.170990
  nChanged 50
		SP:Iteration 33Q (22588.790000 sec): 3 clusters
  Score: Raw -1078940.217427 + Penalty 3030.859170 = -1075909.358257
  nChanged 47
		SP:Iteration 34Q (22588.980000 sec): 3 clusters
  Score: Raw -1078960.130376 + Penalty 3030.859170 = -1075929.271206
  nChanged 44
		SP:Iteration 35Q (22589.240000 sec): 3 clusters
  Score: Raw -1078976.382862 + Penalty 3030.859170 = -1075945.523692
  nChanged 45
		SP:Iteration 36Q (22589.480000 sec): 3 clusters
  Score: Raw -1078993.865317 + Penalty 3030.859170 = -1075963.006147
  nChanged 26
		SP:Iteration 37Q (22589.690000 sec): 3 clusters
  Score: Raw -1079002.492450 + Penalty 3030.859170 = -1075971.633280
  nChanged 25
		SP:Iteration 38Q (22589.910000 sec): 3 clusters
  Score: Raw -1079010.934323 + Penalty 3030.859170 = -1075980.075153
  nChanged 20
		SP:Iteration 39Q (22590.120000 sec): 3 clusters
  Score: Raw -1079016.330249 + Penalty 3030.859170 = -1075985.471079
  nChanged 17
		SP:Iteration 40F (22590.390000 sec): 3 clusters
  Score: Raw -1079022.048282 + Penalty 3030.859170 = -1075991.189113
  nChanged 10
		SP:Iteration 41Q (22590.590000 sec): 3 clusters
  Score: Raw -1079025.408582 + Penalty 3030.859170 = -1075994.549412
  nChanged 12
		SP:Iteration 42Q (22590.820000 sec): 3 clusters
  Score: Raw -1079029.141740 + Penalty 3030.859170 = -1075998.282570
  nChanged 12
		SP:Iteration 43Q (22591.020000 sec): 3 clusters
  Score: Raw -1079031.912287 + Penalty 3030.859170 = -1076001.053117
  nChanged 8
		SP:Iteration 44Q (22591.240000 sec): 3 clusters
  Score: Raw -1079033.585992 + Penalty 3030.859170 = -1076002.726822
  nChanged 8
		SP:Iteration 45Q (22591.470000 sec): 3 clusters
  Score: Raw -1079036.203907 + Penalty 3030.859170 = -1076005.344737
  nChanged 8
		SP:Iteration 46Q (22591.710000 sec): 3 clusters
  Score: Raw -1079037.979289 + Penalty 3030.859170 = -1076007.120119
  nChanged 1
		SP:Iteration 47Q (22591.920000 sec): 3 clusters
  Score: Raw -1079038.263103 + Penalty 3030.859170 = -1076007.403933
  nChanged 3
		SP:Iteration 48Q (22592.140000 sec): 3 clusters
  Score: Raw -1079038.857421 + Penalty 3030.859170 = -1076007.998251
  nChanged 6
		SP:Iteration 49Q (22592.360000 sec): 3 clusters
  Score: Raw -1079040.258370 + Penalty 3030.859170 = -1076009.399200
  nChanged 3
		SP:Iteration 50Q (22592.590000 sec): 3 clusters
  Score: Raw -1079040.884922 + Penalty 3030.859170 = -1076010.025752
  nChanged 3
		SP:Iteration 51Q (22592.810000 sec): 3 clusters
  Score: Raw -1079041.174498 + Penalty 3030.859170 = -1076010.315328
  nChanged 1
		SP:Iteration 52Q (22593.030000 sec): 3 clusters
  Score: Raw -1079041.383168 + Penalty 3030.859170 = -1076010.523998
  nChanged 0
		SP:Iteration 53F (22593.260000 sec): 3 clusters
  Score: Raw -1079041.383168 + Penalty 3030.859170 = -1076010.523998
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 17 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22593.360000 sec): 2 clusters
  Score: Raw -183904.626590 + Penalty 1215.110690 = -182689.515900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22593.570000 sec): 3 clusters
  Score: Raw -183205.073409 + Penalty 2430.221379 = -180774.852030
  nChanged 569
		SP:Iteration 1F (22593.710000 sec): 3 clusters
  Score: Raw -183580.990139 + Penalty 2430.221379 = -181150.768760
  nChanged 113
		SP:Iteration 2F (22593.910000 sec): 3 clusters
  Score: Raw -183664.028476 + Penalty 2430.221379 = -181233.807097
  nChanged 66
		SP:Iteration 3Q (22594.090000 sec): 3 clusters
  Score: Raw -183703.738068 + Penalty 2430.221379 = -181273.516689
  nChanged 42
		SP:Iteration 4Q (22594.260000 sec): 3 clusters
  Score: Raw -183724.590832 + Penalty 2430.221379 = -181294.369453
  nChanged 22
		SP:Iteration 5Q (22594.490000 sec): 3 clusters
  Score: Raw -183734.070633 + Penalty 2430.221379 = -181303.849254
  nChanged 16
		SP:Iteration 6Q (22594.730000 sec): 3 clusters
  Score: Raw -183741.777221 + Penalty 2430.221379 = -181311.555842
  nChanged 11
		SP:Iteration 7Q (22594.940000 sec): 3 clusters
  Score: Raw -183745.414158 + Penalty 2430.221379 = -181315.192779
  nChanged 6
		SP:Iteration 8Q (22595.100000 sec): 3 clusters
  Score: Raw -183750.400530 + Penalty 2430.221379 = -181320.179151
  nChanged 12
		SP:Iteration 9Q (22595.290000 sec): 3 clusters
  Score: Raw -183755.256904 + Penalty 2430.221379 = -181325.035525
  nChanged 7
		SP:Iteration 10Q (22595.450000 sec): 3 clusters
  Score: Raw -183758.024467 + Penalty 2430.221379 = -181327.803088
  nChanged 5
		SP:Iteration 11Q (22595.650000 sec): 3 clusters
  Score: Raw -183760.448766 + Penalty 2430.221379 = -181330.227387
  nChanged 8
		SP:Iteration 12Q (22595.800000 sec): 3 clusters
  Score: Raw -183764.810353 + Penalty 2430.221379 = -181334.588974
  nChanged 9
		SP:Iteration 13Q (22595.960000 sec): 3 clusters
  Score: Raw -183768.474115 + Penalty 2430.221379 = -181338.252736
  nChanged 6
		SP:Iteration 14Q (22596.150000 sec): 3 clusters
  Score: Raw -183772.575184 + Penalty 2430.221379 = -181342.353805
  nChanged 9
		SP:Iteration 15Q (22596.300000 sec): 3 clusters
  Score: Raw -183776.881097 + Penalty 2430.221379 = -181346.659718
  nChanged 9
		SP:Iteration 16Q (22596.510000 sec): 3 clusters
  Score: Raw -183780.712179 + Penalty 2430.221379 = -181350.490800
  nChanged 6
		SP:Iteration 17Q (22596.630000 sec): 3 clusters
  Score: Raw -183784.236669 + Penalty 2430.221379 = -181354.015290
  nChanged 10
		SP:Iteration 18Q (22596.810000 sec): 3 clusters
  Score: Raw -183787.746735 + Penalty 2430.221379 = -181357.525356
  nChanged 8
		SP:Iteration 19Q (22596.970000 sec): 3 clusters
  Score: Raw -183790.705313 + Penalty 2430.221379 = -181360.483934
  nChanged 4
		SP:Iteration 20F (22597.150000 sec): 3 clusters
  Score: Raw -183794.628058 + Penalty 2430.221379 = -181364.406679
  nChanged 7
		SP:Iteration 21Q (22597.340000 sec): 3 clusters
  Score: Raw -183797.785306 + Penalty 2430.221379 = -181367.563927
  nChanged 6
		SP:Iteration 22Q (22597.610000 sec): 3 clusters
  Score: Raw -183801.017505 + Penalty 2430.221379 = -181370.796126
  nChanged 6
		SP:Iteration 23Q (22597.810000 sec): 3 clusters
  Score: Raw -183805.949115 + Penalty 2430.221379 = -181375.727736
  nChanged 14
		SP:Iteration 24Q (22597.980000 sec): 3 clusters
  Score: Raw -183816.745268 + Penalty 2430.221379 = -181386.523889
  nChanged 14
		SP:Iteration 25Q (22598.110000 sec): 3 clusters
  Score: Raw -183824.492630 + Penalty 2430.221379 = -181394.271251
  nChanged 6
		SP:Iteration 26Q (22598.280000 sec): 3 clusters
  Score: Raw -183827.965760 + Penalty 2430.221379 = -181397.744381
  nChanged 6
		SP:Iteration 27Q (22598.460000 sec): 3 clusters
  Score: Raw -183832.191932 + Penalty 2430.221379 = -181401.970553
  nChanged 6
		SP:Iteration 28Q (22598.610000 sec): 3 clusters
  Score: Raw -183835.716877 + Penalty 2430.221379 = -181405.495498
  nChanged 9
		SP:Iteration 29Q (22598.840000 sec): 3 clusters
  Score: Raw -183839.721800 + Penalty 2430.221379 = -181409.500421
  nChanged 3
		SP:Iteration 30Q (22599.020000 sec): 3 clusters
  Score: Raw -183841.174730 + Penalty 2430.221379 = -181410.953351
  nChanged 5
		SP:Iteration 31Q (22599.190000 sec): 3 clusters
  Score: Raw -183842.362016 + Penalty 2430.221379 = -181412.140637
  nChanged 3
		SP:Iteration 32Q (22599.390000 sec): 3 clusters
  Score: Raw -183843.969472 + Penalty 2430.221379 = -181413.748093
  nChanged 4
		SP:Iteration 33Q (22599.610000 sec): 3 clusters
  Score: Raw -183846.438373 + Penalty 2430.221379 = -181416.216994
  nChanged 4
		SP:Iteration 34Q (22599.830000 sec): 3 clusters
  Score: Raw -183848.327226 + Penalty 2430.221379 = -181418.105847
  nChanged 4
		SP:Iteration 35Q (22600.050000 sec): 3 clusters
  Score: Raw -183850.389170 + Penalty 2430.221379 = -181420.167791
  nChanged 2
		SP:Iteration 36Q (22600.250000 sec): 3 clusters
  Score: Raw -183850.940558 + Penalty 2430.221379 = -181420.719179
  nChanged 4
		SP:Iteration 37Q (22600.450000 sec): 3 clusters
  Score: Raw -183852.628934 + Penalty 2430.221379 = -181422.407554
  nChanged 3
		SP:Iteration 38Q (22600.620000 sec): 3 clusters
  Score: Raw -183854.406833 + Penalty 2430.221379 = -181424.185454
  nChanged 2
		SP:Iteration 39Q (22600.830000 sec): 3 clusters
  Score: Raw -183854.904185 + Penalty 2430.221379 = -181424.682806
  nChanged 1
		SP:Iteration 40F (22601.070000 sec): 3 clusters
  Score: Raw -183855.259355 + Penalty 2430.221379 = -181425.037976
  nChanged 1
		SP:Iteration 41Q (22601.290000 sec): 3 clusters
  Score: Raw -183855.991883 + Penalty 2430.221379 = -181425.770504
  nChanged 3
		SP:Iteration 42Q (22601.490000 sec): 3 clusters
  Score: Raw -183857.125436 + Penalty 2430.221379 = -181426.904057
  nChanged 4
		SP:Iteration 43Q (22601.670000 sec): 3 clusters
  Score: Raw -183858.583242 + Penalty 2430.221379 = -181428.361863
  nChanged 1
		SP:Iteration 44Q (22601.870000 sec): 3 clusters
  Score: Raw -183858.856456 + Penalty 2430.221379 = -181428.635077
  nChanged 3
		SP:Iteration 45Q (22602.110000 sec): 3 clusters
  Score: Raw -183859.775107 + Penalty 2430.221379 = -181429.553727
  nChanged 2
		SP:Iteration 46Q (22602.280000 sec): 3 clusters
  Score: Raw -183861.516743 + Penalty 2430.221379 = -181431.295363
  nChanged 2
		SP:Iteration 47Q (22602.480000 sec): 3 clusters
  Score: Raw -183863.584634 + Penalty 2430.221379 = -181433.363255
  nChanged 3
		SP:Iteration 48Q (22602.680000 sec): 3 clusters
  Score: Raw -183866.244617 + Penalty 2430.221379 = -181436.023238
  nChanged 8
		SP:Iteration 49Q (22602.840000 sec): 3 clusters
  Score: Raw -183869.783579 + Penalty 2430.221379 = -181439.562200
  nChanged 5
		SP:Iteration 50Q (22603.020000 sec): 3 clusters
  Score: Raw -183871.318090 + Penalty 2430.221379 = -181441.096711
  nChanged 2
		SP:Iteration 51Q (22603.210000 sec): 3 clusters
  Score: Raw -183872.130588 + Penalty 2430.221379 = -181441.909209
  nChanged 0
		SP:Iteration 52F (22603.400000 sec): 3 clusters
  Score: Raw -183872.130588 + Penalty 2430.221379 = -181441.909209
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 18 (121304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22604.010000 sec): 2 clusters
  Score: Raw -12675495.771324 + Penalty 1902.233949 = -12673593.537375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22604.700000 sec): 3 clusters
  Score: Raw -12596165.726635 + Penalty 3804.467898 = -12592361.258737
  nChanged 58418
		SP:Iteration 1F (22605.450000 sec): 3 clusters
  Score: Raw -12629924.172358 + Penalty 3804.467898 = -12626119.704460
  nChanged 4189
		SP:Iteration 2Q (22606.280000 sec): 3 clusters
  Score: Raw -12631269.747004 + Penalty 3804.467898 = -12627465.279106
  nChanged 5047
		SP:Iteration 3Q (22607.030000 sec): 3 clusters
  Score: Raw -12633382.792855 + Penalty 3804.467898 = -12629578.324957
  nChanged 6349
		SP:Iteration 4F (22607.770000 sec): 3 clusters
  Score: Raw -12636955.463077 + Penalty 3804.467898 = -12633150.995179
  nChanged 8204
		SP:Iteration 5F (22608.590000 sec): 3 clusters
  Score: Raw -12642818.594862 + Penalty 3804.467898 = -12639014.126964
  nChanged 9988
		SP:Iteration 6F (22609.290000 sec): 3 clusters
  Score: Raw -12651382.896842 + Penalty 3804.467898 = -12647578.428944
  nChanged 10302
		SP:Iteration 7F (22609.970000 sec): 3 clusters
  Score: Raw -12661065.774331 + Penalty 3804.467898 = -12657261.306433
  nChanged 8052
		SP:Iteration 8F (22610.750000 sec): 3 clusters
  Score: Raw -12668790.431588 + Penalty 3804.467898 = -12664985.963690
  nChanged 4703
		SP:Iteration 9Q (22611.440000 sec): 3 clusters
  Score: Raw -12673158.033446 + Penalty 3804.467898 = -12669353.565548
  nChanged 1875
		SP:Iteration 10Q (22612.210000 sec): 3 clusters
  Score: Raw -12674837.206537 + Penalty 3804.467898 = -12671032.738639
  nChanged 602
		SP:Iteration 11Q (22612.890000 sec): 3 clusters
  Score: Raw -12675399.882864 + Penalty 3804.467898 = -12671595.414967
  nChanged 166
		SP:Iteration 12Q (22613.480000 sec): 3 clusters
  Score: Raw -12675552.229280 + Penalty 3804.467898 = -12671747.761382
  nChanged 70
		SP:Iteration 13Q (22614.130000 sec): 3 clusters
  Score: Raw -12675625.570633 + Penalty 3804.467898 = -12671821.102735
  nChanged 36
		SP:Iteration 14Q (22614.770000 sec): 3 clusters
  Score: Raw -12675665.766983 + Penalty 3804.467898 = -12671861.299085
  nChanged 17
		SP:Iteration 15Q (22615.450000 sec): 3 clusters
  Score: Raw -12675684.668378 + Penalty 3804.467898 = -12671880.200480
  nChanged 6
		SP:Iteration 16Q (22616.000000 sec): 3 clusters
  Score: Raw -12675691.204475 + Penalty 3804.467898 = -12671886.736577
  nChanged 5
		SP:Iteration 17Q (22616.600000 sec): 3 clusters
  Score: Raw -12675697.733629 + Penalty 3804.467898 = -12671893.265731
  nChanged 7
		SP:Iteration 18Q (22617.140000 sec): 3 clusters
  Score: Raw -12675710.109042 + Penalty 3804.467898 = -12671905.641144
  nChanged 6
		SP:Iteration 19Q (22617.780000 sec): 3 clusters
  Score: Raw -12675717.103887 + Penalty 3804.467898 = -12671912.635989
  nChanged 4
		SP:Iteration 20F (22618.480000 sec): 3 clusters
  Score: Raw -12675723.592904 + Penalty 3804.467898 = -12671919.125006
  nChanged 3
		SP:Iteration 21Q (22619.200000 sec): 3 clusters
  Score: Raw -12675726.908875 + Penalty 3804.467898 = -12671922.440977
  nChanged 4
		SP:Iteration 22Q (22619.900000 sec): 3 clusters
  Score: Raw -12675731.550306 + Penalty 3804.467898 = -12671927.082408
  nChanged 1
		SP:Iteration 23Q (22620.650000 sec): 3 clusters
  Score: Raw -12675732.744788 + Penalty 3804.467898 = -12671928.276890
  nChanged 3
		SP:Iteration 24Q (22621.300000 sec): 3 clusters
  Score: Raw -12675735.350038 + Penalty 3804.467898 = -12671930.882140
  nChanged 3
		SP:Iteration 25Q (22622.000000 sec): 3 clusters
  Score: Raw -12675738.281307 + Penalty 3804.467898 = -12671933.813409
  nChanged 2
		SP:Iteration 26Q (22622.660000 sec): 3 clusters
  Score: Raw -12675740.116749 + Penalty 3804.467898 = -12671935.648851
  nChanged 2
		SP:Iteration 27Q (22623.220000 sec): 3 clusters
  Score: Raw -12675741.841542 + Penalty 3804.467898 = -12671937.373644
  nChanged 2
		SP:Iteration 28Q (22623.800000 sec): 3 clusters
  Score: Raw -12675745.948216 + Penalty 3804.467898 = -12671941.480318
  nChanged 3
		SP:Iteration 29Q (22624.460000 sec): 3 clusters
  Score: Raw -12675749.218848 + Penalty 3804.467898 = -12671944.750951
  nChanged 3
		SP:Iteration 30Q (22625.080000 sec): 3 clusters
  Score: Raw -12675751.777674 + Penalty 3804.467898 = -12671947.309776
  nChanged 1
		SP:Iteration 31Q (22625.770000 sec): 3 clusters
  Score: Raw -12675752.320417 + Penalty 3804.467898 = -12671947.852519
  nChanged 1
		SP:Iteration 32Q (22626.410000 sec): 3 clusters
  Score: Raw -12675753.453040 + Penalty 3804.467898 = -12671948.985142
  nChanged 1
		SP:Iteration 33Q (22627.060000 sec): 3 clusters
  Score: Raw -12675753.826425 + Penalty 3804.467898 = -12671949.358527
  nChanged 0
		SP:Iteration 34F (22627.810000 sec): 3 clusters
  Score: Raw -12675753.826425 + Penalty 3804.467898 = -12671949.358527
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 19 (41141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22628.110000 sec): 2 clusters
  Score: Raw -4396524.417752 + Penalty 1726.523576 = -4394797.894175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22628.450000 sec): 3 clusters
  Score: Raw -4370665.010779 + Penalty 3453.047153 = -4367211.963626
  nChanged 19309
		SP:Iteration 1F (22628.820000 sec): 3 clusters
  Score: Raw -4381848.604194 + Penalty 3453.047153 = -4378395.557041
  nChanged 1761
		SP:Iteration 2Q (22629.240000 sec): 3 clusters
  Score: Raw -4382523.740900 + Penalty 3453.047153 = -4379070.693747
  nChanged 1854
		SP:Iteration 3Q (22629.680000 sec): 3 clusters
  Score: Raw -4383439.676494 + Penalty 3453.047153 = -4379986.629341
  nChanged 2040
		SP:Iteration 4Q (22629.980000 sec): 3 clusters
  Score: Raw -4384598.655938 + Penalty 3453.047153 = -4381145.608785
  nChanged 2286
		SP:Iteration 5F (22630.320000 sec): 3 clusters
  Score: Raw -4385973.980702 + Penalty 3453.047153 = -4382520.933549
  nChanged 2401
		SP:Iteration 6F (22630.740000 sec): 3 clusters
  Score: Raw -4387395.032429 + Penalty 3453.047153 = -4383941.985276
  nChanged 2364
		SP:Iteration 7F (22631.080000 sec): 3 clusters
  Score: Raw -4388831.390921 + Penalty 3453.047153 = -4385378.343768
  nChanged 2262
		SP:Iteration 8F (22631.460000 sec): 3 clusters
  Score: Raw -4390159.182315 + Penalty 3453.047153 = -4386706.135162
  nChanged 1913
		SP:Iteration 9Q (22631.810000 sec): 3 clusters
  Score: Raw -4391053.334101 + Penalty 3453.047153 = -4387600.286949
  nChanged 1364
		SP:Iteration 10Q (22632.200000 sec): 3 clusters
  Score: Raw -4391539.612555 + Penalty 3453.047153 = -4388086.565402
  nChanged 942
		SP:Iteration 11Q (22632.530000 sec): 3 clusters
  Score: Raw -4391837.530537 + Penalty 3453.047153 = -4388384.483385
  nChanged 782
		SP:Iteration 12Q (22632.880000 sec): 3 clusters
  Score: Raw -4392105.782260 + Penalty 3453.047153 = -4388652.735107
  nChanged 758
		SP:Iteration 13Q (22633.280000 sec): 3 clusters
  Score: Raw -4392418.190726 + Penalty 3453.047153 = -4388965.143573
  nChanged 850
		SP:Iteration 14Q (22633.630000 sec): 3 clusters
  Score: Raw -4392815.164101 + Penalty 3453.047153 = -4389362.116949
  nChanged 945
		SP:Iteration 15Q (22634.030000 sec): 3 clusters
  Score: Raw -4393290.541267 + Penalty 3453.047153 = -4389837.494115
  nChanged 942
		SP:Iteration 16Q (22634.460000 sec): 3 clusters
  Score: Raw -4393800.334945 + Penalty 3453.047153 = -4390347.287793
  nChanged 970
		SP:Iteration 17Q (22634.810000 sec): 3 clusters
  Score: Raw -4394407.347665 + Penalty 3453.047153 = -4390954.300512
  nChanged 1008
		SP:Iteration 18Q (22635.210000 sec): 3 clusters
  Score: Raw -4395099.677477 + Penalty 3453.047153 = -4391646.630324
  nChanged 946
		SP:Iteration 19Q (22635.570000 sec): 3 clusters
  Score: Raw -4395785.726042 + Penalty 3453.047153 = -4392332.678889
  nChanged 904
		SP:Iteration 20F (22635.980000 sec): 3 clusters
  Score: Raw -4396402.429794 + Penalty 3453.047153 = -4392949.382641
  nChanged 753
		SP:Iteration 21Q (22636.370000 sec): 3 clusters
  Score: Raw -4396881.129617 + Penalty 3453.047153 = -4393428.082464
  nChanged 617
		SP:Iteration 22Q (22636.690000 sec): 3 clusters
  Score: Raw -4397184.500336 + Penalty 3453.047153 = -4393731.453183
  nChanged 497
		SP:Iteration 23Q (22637.080000 sec): 3 clusters
  Score: Raw -4397390.677345 + Penalty 3453.047153 = -4393937.630192
  nChanged 404
		SP:Iteration 24Q (22637.460000 sec): 3 clusters
  Score: Raw -4397520.812004 + Penalty 3453.047153 = -4394067.764852
  nChanged 325
		SP:Iteration 25Q (22637.850000 sec): 3 clusters
  Score: Raw -4397598.976027 + Penalty 3453.047153 = -4394145.928874
  nChanged 259
		SP:Iteration 26Q (22638.270000 sec): 3 clusters
  Score: Raw -4397653.398166 + Penalty 3453.047153 = -4394200.351014
  nChanged 219
		SP:Iteration 27Q (22638.620000 sec): 3 clusters
  Score: Raw -4397695.751193 + Penalty 3453.047153 = -4394242.704041
  nChanged 180
		SP:Iteration 28Q (22639.010000 sec): 3 clusters
  Score: Raw -4397726.419018 + Penalty 3453.047153 = -4394273.371865
  nChanged 150
		SP:Iteration 29Q (22639.330000 sec): 3 clusters
  Score: Raw -4397751.408996 + Penalty 3453.047153 = -4394298.361844
  nChanged 140
		SP:Iteration 30Q (22639.670000 sec): 3 clusters
  Score: Raw -4397776.447819 + Penalty 3453.047153 = -4394323.400666
  nChanged 127
		SP:Iteration 31Q (22639.950000 sec): 3 clusters
  Score: Raw -4397796.205925 + Penalty 3453.047153 = -4394343.158772
  nChanged 103
		SP:Iteration 32Q (22640.310000 sec): 3 clusters
  Score: Raw -4397809.512834 + Penalty 3453.047153 = -4394356.465681
  nChanged 75
		SP:Iteration 33Q (22640.680000 sec): 3 clusters
  Score: Raw -4397818.937208 + Penalty 3453.047153 = -4394365.890055
  nChanged 71
		SP:Iteration 34Q (22641.010000 sec): 3 clusters
  Score: Raw -4397826.460952 + Penalty 3453.047153 = -4394373.413799
  nChanged 74
		SP:Iteration 35Q (22641.380000 sec): 3 clusters
  Score: Raw -4397835.158653 + Penalty 3453.047153 = -4394382.111500
  nChanged 73
		SP:Iteration 36Q (22641.790000 sec): 3 clusters
  Score: Raw -4397843.329820 + Penalty 3453.047153 = -4394390.282667
  nChanged 68
		SP:Iteration 37Q (22642.150000 sec): 3 clusters
  Score: Raw -4397851.281456 + Penalty 3453.047153 = -4394398.234303
  nChanged 68
		SP:Iteration 38Q (22642.550000 sec): 3 clusters
  Score: Raw -4397859.190902 + Penalty 3453.047153 = -4394406.143750
  nChanged 61
		SP:Iteration 39Q (22642.960000 sec): 3 clusters
  Score: Raw -4397865.341840 + Penalty 3453.047153 = -4394412.294687
  nChanged 49
		SP:Iteration 40F (22643.380000 sec): 3 clusters
  Score: Raw -4397870.570549 + Penalty 3453.047153 = -4394417.523396
  nChanged 45
		SP:Iteration 41Q (22643.700000 sec): 3 clusters
  Score: Raw -4397875.020036 + Penalty 3453.047153 = -4394421.972883
  nChanged 37
		SP:Iteration 42Q (22644.120000 sec): 3 clusters
  Score: Raw -4397878.052544 + Penalty 3453.047153 = -4394425.005392
  nChanged 28
		SP:Iteration 43Q (22644.490000 sec): 3 clusters
  Score: Raw -4397880.215387 + Penalty 3453.047153 = -4394427.168234
  nChanged 23
		SP:Iteration 44Q (22644.860000 sec): 3 clusters
  Score: Raw -4397881.635879 + Penalty 3453.047153 = -4394428.588726
  nChanged 18
		SP:Iteration 45Q (22645.210000 sec): 3 clusters
  Score: Raw -4397882.636799 + Penalty 3453.047153 = -4394429.589646
  nChanged 15
		SP:Iteration 46Q (22645.570000 sec): 3 clusters
  Score: Raw -4397883.566809 + Penalty 3453.047153 = -4394430.519656
  nChanged 15
		SP:Iteration 47Q (22645.980000 sec): 3 clusters
  Score: Raw -4397884.649848 + Penalty 3453.047153 = -4394431.602695
  nChanged 20
		SP:Iteration 48Q (22646.270000 sec): 3 clusters
  Score: Raw -4397886.275467 + Penalty 3453.047153 = -4394433.228315
  nChanged 19
		SP:Iteration 49Q (22646.640000 sec): 3 clusters
  Score: Raw -4397887.541685 + Penalty 3453.047153 = -4394434.494532
  nChanged 17
		SP:Iteration 50Q (22647.020000 sec): 3 clusters
  Score: Raw -4397888.743503 + Penalty 3453.047153 = -4394435.696350
  nChanged 13
		SP:Iteration 51Q (22647.420000 sec): 3 clusters
  Score: Raw -4397889.326343 + Penalty 3453.047153 = -4394436.279190
  nChanged 9
		SP:Iteration 52Q (22647.850000 sec): 3 clusters
  Score: Raw -4397889.712533 + Penalty 3453.047153 = -4394436.665380
  nChanged 7
		SP:Iteration 53Q (22648.260000 sec): 3 clusters
  Score: Raw -4397889.925925 + Penalty 3453.047153 = -4394436.878772
  nChanged 7
		SP:Iteration 54Q (22648.630000 sec): 3 clusters
  Score: Raw -4397890.386556 + Penalty 3453.047153 = -4394437.339404
  nChanged 9
		SP:Iteration 55Q (22649.010000 sec): 3 clusters
  Score: Raw -4397890.964369 + Penalty 3453.047153 = -4394437.917217
  nChanged 8
		SP:Iteration 56Q (22649.440000 sec): 3 clusters
  Score: Raw -4397891.435103 + Penalty 3453.047153 = -4394438.387951
  nChanged 12
		SP:Iteration 57Q (22649.810000 sec): 3 clusters
  Score: Raw -4397892.183666 + Penalty 3453.047153 = -4394439.136514
  nChanged 7
		SP:Iteration 58Q (22650.190000 sec): 3 clusters
  Score: Raw -4397892.561101 + Penalty 3453.047153 = -4394439.513948
  nChanged 3
		SP:Iteration 59Q (22650.570000 sec): 3 clusters
  Score: Raw -4397892.765557 + Penalty 3453.047153 = -4394439.718404
  nChanged 4
		SP:Iteration 60F (22650.950000 sec): 3 clusters
  Score: Raw -4397893.019909 + Penalty 3453.047153 = -4394439.972756
  nChanged 2
		SP:Iteration 61Q (22651.310000 sec): 3 clusters
  Score: Raw -4397893.068157 + Penalty 3453.047153 = -4394440.021004
  nChanged 2
		SP:Iteration 62Q (22651.670000 sec): 3 clusters
  Score: Raw -4397893.119372 + Penalty 3453.047153 = -4394440.072219
  nChanged 0
		SP:Iteration 63F (22652.000000 sec): 3 clusters
  Score: Raw -4397893.119372 + Penalty 3453.047153 = -4394440.072219
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 20 (1843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22652.090000 sec): 2 clusters
  Score: Raw -187961.494885 + Penalty 1221.861868 = -186739.633017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22652.340000 sec): 3 clusters
  Score: Raw -187194.136449 + Penalty 2443.723736 = -184750.412713
  nChanged 605
		SP:Iteration 1F (22652.510000 sec): 3 clusters
  Score: Raw -187602.227227 + Penalty 2443.723736 = -185158.503491
  nChanged 140
		SP:Iteration 2F (22652.710000 sec): 3 clusters
  Score: Raw -187702.501184 + Penalty 2443.723736 = -185258.777447
  nChanged 74
		SP:Iteration 3Q (22652.830000 sec): 3 clusters
  Score: Raw -187749.130317 + Penalty 2443.723736 = -185305.406581
  nChanged 47
		SP:Iteration 4Q (22653.020000 sec): 3 clusters
  Score: Raw -187782.485332 + Penalty 2443.723736 = -185338.761595
  nChanged 48
		SP:Iteration 5Q (22653.190000 sec): 3 clusters
  Score: Raw -187809.592876 + Penalty 2443.723736 = -185365.869139
  nChanged 36
		SP:Iteration 6Q (22653.390000 sec): 3 clusters
  Score: Raw -187835.328785 + Penalty 2443.723736 = -185391.605049
  nChanged 34
		SP:Iteration 7Q (22653.560000 sec): 3 clusters
  Score: Raw -187856.930706 + Penalty 2443.723736 = -185413.206970
  nChanged 24
		SP:Iteration 8Q (22653.750000 sec): 3 clusters
  Score: Raw -187869.931567 + Penalty 2443.723736 = -185426.207830
  nChanged 18
		SP:Iteration 9Q (22653.940000 sec): 3 clusters
  Score: Raw -187879.186146 + Penalty 2443.723736 = -185435.462409
  nChanged 15
		SP:Iteration 10Q (22654.090000 sec): 3 clusters
  Score: Raw -187888.421104 + Penalty 2443.723736 = -185444.697368
  nChanged 15
		SP:Iteration 11Q (22654.370000 sec): 3 clusters
  Score: Raw -187898.021295 + Penalty 2443.723736 = -185454.297559
  nChanged 26
		SP:Iteration 12Q (22654.550000 sec): 3 clusters
  Score: Raw -187915.289550 + Penalty 2443.723736 = -185471.565814
  nChanged 25
		SP:Iteration 13Q (22654.730000 sec): 3 clusters
  Score: Raw -187930.798285 + Penalty 2443.723736 = -185487.074549
  nChanged 24
		SP:Iteration 14Q (22654.920000 sec): 3 clusters
  Score: Raw -187951.330677 + Penalty 2443.723736 = -185507.606941
  nChanged 26
		SP:Iteration 15Q (22655.150000 sec): 3 clusters
  Score: Raw -187968.673251 + Penalty 2443.723736 = -185524.949514
  nChanged 27
		SP:Iteration 16Q (22655.310000 sec): 3 clusters
  Score: Raw -187987.348290 + Penalty 2443.723736 = -185543.624554
  nChanged 28
		SP:Iteration 17Q (22655.480000 sec): 3 clusters
  Score: Raw -188012.016607 + Penalty 2443.723736 = -185568.292871
  nChanged 26
		SP:Iteration 18Q (22655.650000 sec): 3 clusters
  Score: Raw -188030.469787 + Penalty 2443.723736 = -185586.746050
  nChanged 24
		SP:Iteration 19Q (22655.840000 sec): 3 clusters
  Score: Raw -188043.474814 + Penalty 2443.723736 = -185599.751078
  nChanged 23
		SP:Iteration 20F (22656.020000 sec): 3 clusters
  Score: Raw -188061.034628 + Penalty 2443.723736 = -185617.310891
  nChanged 20
		SP:Iteration 21Q (22656.210000 sec): 3 clusters
  Score: Raw -188078.793034 + Penalty 2443.723736 = -185635.069297
  nChanged 25
		SP:Iteration 22Q (22656.350000 sec): 3 clusters
  Score: Raw -188103.156877 + Penalty 2443.723736 = -185659.433141
  nChanged 35
		SP:Iteration 23Q (22656.580000 sec): 3 clusters
  Score: Raw -188133.683490 + Penalty 2443.723736 = -185689.959754
  nChanged 39
		SP:Iteration 24Q (22656.770000 sec): 3 clusters
  Score: Raw -188178.039575 + Penalty 2443.723736 = -185734.315839
  nChanged 43
		SP:Iteration 25Q (22657.000000 sec): 3 clusters
  Score: Raw -188226.300314 + Penalty 2443.723736 = -185782.576577
  nChanged 36
		SP:Iteration 26Q (22657.200000 sec): 3 clusters
  Score: Raw -188267.418171 + Penalty 2443.723736 = -185823.694435
  nChanged 37
		SP:Iteration 27Q (22657.390000 sec): 3 clusters
  Score: Raw -188303.942843 + Penalty 2443.723736 = -185860.219107
  nChanged 35
		SP:Iteration 28Q (22657.570000 sec): 3 clusters
  Score: Raw -188333.685071 + Penalty 2443.723736 = -185889.961335
  nChanged 34
		SP:Iteration 29Q (22657.810000 sec): 3 clusters
  Score: Raw -188365.180428 + Penalty 2443.723736 = -185921.456691
  nChanged 29
		SP:Iteration 30Q (22657.960000 sec): 3 clusters
  Score: Raw -188387.271354 + Penalty 2443.723736 = -185943.547618
  nChanged 26
		SP:Iteration 31Q (22658.150000 sec): 3 clusters
  Score: Raw -188409.243073 + Penalty 2443.723736 = -185965.519337
  nChanged 13
		SP:Iteration 32Q (22658.340000 sec): 3 clusters
  Score: Raw -188419.209390 + Penalty 2443.723736 = -185975.485654
  nChanged 13
		SP:Iteration 33Q (22658.510000 sec): 3 clusters
  Score: Raw -188428.871559 + Penalty 2443.723736 = -185985.147822
  nChanged 12
		SP:Iteration 34Q (22658.670000 sec): 3 clusters
  Score: Raw -188434.895121 + Penalty 2443.723736 = -185991.171385
  nChanged 6
		SP:Iteration 35Q (22658.860000 sec): 3 clusters
  Score: Raw -188438.647453 + Penalty 2443.723736 = -185994.923717
  nChanged 6
		SP:Iteration 36Q (22659.090000 sec): 3 clusters
  Score: Raw -188443.532393 + Penalty 2443.723736 = -185999.808656
  nChanged 6
		SP:Iteration 37Q (22659.280000 sec): 3 clusters
  Score: Raw -188447.736645 + Penalty 2443.723736 = -186004.012909
  nChanged 7
		SP:Iteration 38Q (22659.460000 sec): 3 clusters
  Score: Raw -188451.644233 + Penalty 2443.723736 = -186007.920497
  nChanged 8
		SP:Iteration 39Q (22659.630000 sec): 3 clusters
  Score: Raw -188455.328579 + Penalty 2443.723736 = -186011.604842
  nChanged 8
		SP:Iteration 40F (22659.780000 sec): 3 clusters
  Score: Raw -188458.956492 + Penalty 2443.723736 = -186015.232756
  nChanged 4
		SP:Iteration 41Q (22659.970000 sec): 3 clusters
  Score: Raw -188461.480293 + Penalty 2443.723736 = -186017.756557
  nChanged 4
		SP:Iteration 42Q (22660.170000 sec): 3 clusters
  Score: Raw -188463.272729 + Penalty 2443.723736 = -186019.548992
  nChanged 2
		SP:Iteration 43Q (22660.350000 sec): 3 clusters
  Score: Raw -188464.716300 + Penalty 2443.723736 = -186020.992564
  nChanged 4
		SP:Iteration 44Q (22660.580000 sec): 3 clusters
  Score: Raw -188468.788714 + Penalty 2443.723736 = -186025.064977
  nChanged 5
		SP:Iteration 45Q (22660.790000 sec): 3 clusters
  Score: Raw -188473.262997 + Penalty 2443.723736 = -186029.539261
  nChanged 6
		SP:Iteration 46Q (22660.990000 sec): 3 clusters
  Score: Raw -188476.803413 + Penalty 2443.723736 = -186033.079676
  nChanged 1
		SP:Iteration 47Q (22661.230000 sec): 3 clusters
  Score: Raw -188478.065989 + Penalty 2443.723736 = -186034.342253
  nChanged 1
		SP:Iteration 48Q (22661.430000 sec): 3 clusters
  Score: Raw -188479.137234 + Penalty 2443.723736 = -186035.413498
  nChanged 4
		SP:Iteration 49Q (22661.640000 sec): 3 clusters
  Score: Raw -188481.415879 + Penalty 2443.723736 = -186037.692143
  nChanged 3
		SP:Iteration 50Q (22661.810000 sec): 3 clusters
  Score: Raw -188482.727101 + Penalty 2443.723736 = -186039.003364
  nChanged 4
		SP:Iteration 51Q (22661.970000 sec): 3 clusters
  Score: Raw -188484.514970 + Penalty 2443.723736 = -186040.791234
  nChanged 4
		SP:Iteration 52Q (22662.150000 sec): 3 clusters
  Score: Raw -188486.521660 + Penalty 2443.723736 = -186042.797924
  nChanged 3
		SP:Iteration 53Q (22662.360000 sec): 3 clusters
  Score: Raw -188488.169193 + Penalty 2443.723736 = -186044.445457
  nChanged 2
		SP:Iteration 54Q (22662.570000 sec): 3 clusters
  Score: Raw -188489.606110 + Penalty 2443.723736 = -186045.882374
  nChanged 2
		SP:Iteration 55Q (22662.690000 sec): 3 clusters
  Score: Raw -188490.176886 + Penalty 2443.723736 = -186046.453150
  nChanged 0
		SP:Iteration 56F (22662.890000 sec): 3 clusters
  Score: Raw -188490.176886 + Penalty 2443.723736 = -186046.453150
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 21 (3134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22662.970000 sec): 2 clusters
  Score: Raw -338978.653781 + Penalty 1308.135631 = -337670.518150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22663.140000 sec): 3 clusters
  Score: Raw -337484.083398 + Penalty 2616.271262 = -334867.812135
  nChanged 1203
		SP:Iteration 1F (22663.300000 sec): 3 clusters
  Score: Raw -338147.249060 + Penalty 2616.271262 = -335530.977798
  nChanged 227
		SP:Iteration 2F (22663.480000 sec): 3 clusters
  Score: Raw -338284.207274 + Penalty 2616.271262 = -335667.936012
  nChanged 165
		SP:Iteration 3F (22663.720000 sec): 3 clusters
  Score: Raw -338378.398965 + Penalty 2616.271262 = -335762.127703
  nChanged 119
		SP:Iteration 4Q (22663.910000 sec): 3 clusters
  Score: Raw -338442.078510 + Penalty 2616.271262 = -335825.807247
  nChanged 102
		SP:Iteration 5Q (22664.070000 sec): 3 clusters
  Score: Raw -338507.588758 + Penalty 2616.271262 = -335891.317496
  nChanged 80
		SP:Iteration 6Q (22664.260000 sec): 3 clusters
  Score: Raw -338558.011754 + Penalty 2616.271262 = -335941.740492
  nChanged 69
		SP:Iteration 7Q (22664.430000 sec): 3 clusters
  Score: Raw -338595.266727 + Penalty 2616.271262 = -335978.995465
  nChanged 63
		SP:Iteration 8Q (22664.610000 sec): 3 clusters
  Score: Raw -338634.287299 + Penalty 2616.271262 = -336018.016037
  nChanged 68
		SP:Iteration 9Q (22664.830000 sec): 3 clusters
  Score: Raw -338693.708173 + Penalty 2616.271262 = -336077.436911
  nChanged 97
		SP:Iteration 10Q (22665.010000 sec): 3 clusters
  Score: Raw -338786.626655 + Penalty 2616.271262 = -336170.355393
  nChanged 113
		SP:Iteration 11Q (22665.210000 sec): 3 clusters
  Score: Raw -338885.137217 + Penalty 2616.271262 = -336268.865955
  nChanged 104
		SP:Iteration 12Q (22665.430000 sec): 3 clusters
  Score: Raw -338947.178150 + Penalty 2616.271262 = -336330.906888
  nChanged 76
		SP:Iteration 13Q (22665.600000 sec): 3 clusters
  Score: Raw -338985.414756 + Penalty 2616.271262 = -336369.143494
  nChanged 70
		SP:Iteration 14Q (22665.790000 sec): 3 clusters
  Score: Raw -339022.116585 + Penalty 2616.271262 = -336405.845323
  nChanged 82
		SP:Iteration 15Q (22665.990000 sec): 3 clusters
  Score: Raw -339074.749255 + Penalty 2616.271262 = -336458.477993
  nChanged 80
		SP:Iteration 16Q (22666.170000 sec): 3 clusters
  Score: Raw -339124.320054 + Penalty 2616.271262 = -336508.048791
  nChanged 54
		SP:Iteration 17Q (22666.290000 sec): 3 clusters
  Score: Raw -339153.079672 + Penalty 2616.271262 = -336536.808409
  nChanged 41
		SP:Iteration 18Q (22666.470000 sec): 3 clusters
  Score: Raw -339173.492029 + Penalty 2616.271262 = -336557.220766
  nChanged 24
		SP:Iteration 19Q (22666.720000 sec): 3 clusters
  Score: Raw -339187.515020 + Penalty 2616.271262 = -336571.243757
  nChanged 21
		SP:Iteration 20F (22666.890000 sec): 3 clusters
  Score: Raw -339197.458972 + Penalty 2616.271262 = -336581.187710
  nChanged 16
		SP:Iteration 21Q (22667.070000 sec): 3 clusters
  Score: Raw -339205.303677 + Penalty 2616.271262 = -336589.032414
  nChanged 15
		SP:Iteration 22Q (22667.210000 sec): 3 clusters
  Score: Raw -339211.735196 + Penalty 2616.271262 = -336595.463934
  nChanged 15
		SP:Iteration 23Q (22667.380000 sec): 3 clusters
  Score: Raw -339218.936578 + Penalty 2616.271262 = -336602.665315
  nChanged 10
		SP:Iteration 24Q (22667.570000 sec): 3 clusters
  Score: Raw -339224.497197 + Penalty 2616.271262 = -336608.225934
  nChanged 11
		SP:Iteration 25Q (22667.730000 sec): 3 clusters
  Score: Raw -339230.971647 + Penalty 2616.271262 = -336614.700385
  nChanged 13
		SP:Iteration 26Q (22667.930000 sec): 3 clusters
  Score: Raw -339238.678420 + Penalty 2616.271262 = -336622.407158
  nChanged 13
		SP:Iteration 27Q (22668.110000 sec): 3 clusters
  Score: Raw -339246.372745 + Penalty 2616.271262 = -336630.101483
  nChanged 15
		SP:Iteration 28Q (22668.290000 sec): 3 clusters
  Score: Raw -339256.369300 + Penalty 2616.271262 = -336640.098037
  nChanged 14
		SP:Iteration 29Q (22668.480000 sec): 3 clusters
  Score: Raw -339263.169945 + Penalty 2616.271262 = -336646.898683
  nChanged 13
		SP:Iteration 30Q (22668.680000 sec): 3 clusters
  Score: Raw -339272.607859 + Penalty 2616.271262 = -336656.336597
  nChanged 14
		SP:Iteration 31Q (22668.850000 sec): 3 clusters
  Score: Raw -339282.393764 + Penalty 2616.271262 = -336666.122501
  nChanged 9
		SP:Iteration 32Q (22669.000000 sec): 3 clusters
  Score: Raw -339286.625758 + Penalty 2616.271262 = -336670.354496
  nChanged 5
		SP:Iteration 33Q (22669.190000 sec): 3 clusters
  Score: Raw -339288.994444 + Penalty 2616.271262 = -336672.723182
  nChanged 7
		SP:Iteration 34Q (22669.360000 sec): 3 clusters
  Score: Raw -339293.803575 + Penalty 2616.271262 = -336677.532312
  nChanged 6
		SP:Iteration 35Q (22669.520000 sec): 3 clusters
  Score: Raw -339297.164829 + Penalty 2616.271262 = -336680.893566
  nChanged 5
		SP:Iteration 36Q (22669.690000 sec): 3 clusters
  Score: Raw -339300.400852 + Penalty 2616.271262 = -336684.129589
  nChanged 5
		SP:Iteration 37Q (22669.900000 sec): 3 clusters
  Score: Raw -339303.739216 + Penalty 2616.271262 = -336687.467954
  nChanged 3
		SP:Iteration 38Q (22670.020000 sec): 3 clusters
  Score: Raw -339305.388225 + Penalty 2616.271262 = -336689.116963
  nChanged 2
		SP:Iteration 39Q (22670.170000 sec): 3 clusters
  Score: Raw -339306.127428 + Penalty 2616.271262 = -336689.856166
  nChanged 1
		SP:Iteration 40F (22670.390000 sec): 3 clusters
  Score: Raw -339306.964196 + Penalty 2616.271262 = -336690.692934
  nChanged 1
		SP:Iteration 41Q (22670.540000 sec): 3 clusters
  Score: Raw -339307.695463 + Penalty 2616.271262 = -336691.424201
  nChanged 1
		SP:Iteration 42Q (22670.720000 sec): 3 clusters
  Score: Raw -339307.918458 + Penalty 2616.271262 = -336691.647195
  nChanged 0
		SP:Iteration 43F (22670.910000 sec): 3 clusters
  Score: Raw -339307.918458 + Penalty 2616.271262 = -336691.647195
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 22 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22671.010000 sec): 2 clusters
  Score: Raw -33727.542537 + Penalty 955.132065 = -32772.410472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22671.140000 sec): 3 clusters
  Score: Raw -33757.682581 + Penalty 1910.264129 = -31847.418452
  nChanged 65
		SP:Iteration 1F (22671.280000 sec): 3 clusters
  Score: Raw -33890.957869 + Penalty 1910.264129 = -31980.693740
  nChanged 15
		SP:Iteration 2Q (22671.390000 sec): 3 clusters
  Score: Raw -33919.170989 + Penalty 1910.264129 = -32008.906860
  nChanged 7
		SP:Iteration 3Q (22671.520000 sec): 3 clusters
  Score: Raw -33933.543586 + Penalty 1910.264129 = -32023.279457
  nChanged 1
		SP:Iteration 4Q (22671.650000 sec): 3 clusters
  Score: Raw -33934.993161 + Penalty 1910.264129 = -32024.729032
  nChanged 4
		SP:Iteration 5Q (22671.790000 sec): 3 clusters
  Score: Raw -33943.008803 + Penalty 1910.264129 = -32032.744674
  nChanged 3
		SP:Iteration 6Q (22671.900000 sec): 3 clusters
  Score: Raw -33946.811645 + Penalty 1910.264129 = -32036.547516
  nChanged 1
		SP:Iteration 7Q (22672.060000 sec): 3 clusters
  Score: Raw -33951.548250 + Penalty 1910.264129 = -32041.284121
  nChanged 2
		SP:Iteration 8Q (22672.230000 sec): 3 clusters
  Score: Raw -33954.521425 + Penalty 1910.264129 = -32044.257296
  nChanged 0
		SP:Iteration 9F (22672.340000 sec): 3 clusters
  Score: Raw -33954.521425 + Penalty 1910.264129 = -32044.257296
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 23 (5231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22672.440000 sec): 2 clusters
  Score: Raw -494776.212110 + Penalty 1391.383133 = -493384.828976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22672.580000 sec): 3 clusters
  Score: Raw -492089.799065 + Penalty 2782.766267 = -489307.032798
  nChanged 2154
		SP:Iteration 1F (22672.750000 sec): 3 clusters
  Score: Raw -493623.130374 + Penalty 2782.766267 = -490840.364107
  nChanged 494
		SP:Iteration 2F (22672.900000 sec): 3 clusters
  Score: Raw -493975.531794 + Penalty 2782.766267 = -491192.765527
  nChanged 358
		SP:Iteration 3F (22673.070000 sec): 3 clusters
  Score: Raw -494249.354853 + Penalty 2782.766267 = -491466.588587
  nChanged 342
		SP:Iteration 4F (22673.200000 sec): 3 clusters
  Score: Raw -494538.635876 + Penalty 2782.766267 = -491755.869610
  nChanged 317
		SP:Iteration 5F (22673.320000 sec): 3 clusters
  Score: Raw -494836.436757 + Penalty 2782.766267 = -492053.670490
  nChanged 279
		SP:Iteration 6F (22673.460000 sec): 3 clusters
  Score: Raw -495098.442904 + Penalty 2782.766267 = -492315.676637
  nChanged 240
		SP:Iteration 7Q (22673.630000 sec): 3 clusters
  Score: Raw -495311.759571 + Penalty 2782.766267 = -492528.993305
  nChanged 186
		SP:Iteration 8Q (22673.780000 sec): 3 clusters
  Score: Raw -495481.921528 + Penalty 2782.766267 = -492699.155262
  nChanged 135
		SP:Iteration 9Q (22673.920000 sec): 3 clusters
  Score: Raw -495605.747622 + Penalty 2782.766267 = -492822.981355
  nChanged 107
		SP:Iteration 10Q (22674.120000 sec): 3 clusters
  Score: Raw -495711.428434 + Penalty 2782.766267 = -492928.662167
  nChanged 85
		SP:Iteration 11Q (22674.290000 sec): 3 clusters
  Score: Raw -495794.960523 + Penalty 2782.766267 = -493012.194257
  nChanged 74
		SP:Iteration 12Q (22674.460000 sec): 3 clusters
  Score: Raw -495849.848222 + Penalty 2782.766267 = -493067.081955
  nChanged 68
		SP:Iteration 13Q (22674.620000 sec): 3 clusters
  Score: Raw -495901.471323 + Penalty 2782.766267 = -493118.705056
  nChanged 44
		SP:Iteration 14Q (22674.780000 sec): 3 clusters
  Score: Raw -495924.035373 + Penalty 2782.766267 = -493141.269106
  nChanged 35
		SP:Iteration 15Q (22675.000000 sec): 3 clusters
  Score: Raw -495942.365041 + Penalty 2782.766267 = -493159.598774
  nChanged 14
		SP:Iteration 16Q (22675.170000 sec): 3 clusters
  Score: Raw -495948.726428 + Penalty 2782.766267 = -493165.960161
  nChanged 16
		SP:Iteration 17Q (22675.330000 sec): 3 clusters
  Score: Raw -495956.312155 + Penalty 2782.766267 = -493173.545888
  nChanged 13
		SP:Iteration 18Q (22675.540000 sec): 3 clusters
  Score: Raw -495963.511543 + Penalty 2782.766267 = -493180.745277
  nChanged 14
		SP:Iteration 19Q (22675.760000 sec): 3 clusters
  Score: Raw -495968.174073 + Penalty 2782.766267 = -493185.407807
  nChanged 6
		SP:Iteration 20F (22675.940000 sec): 3 clusters
  Score: Raw -495971.034210 + Penalty 2782.766267 = -493188.267943
  nChanged 8
		SP:Iteration 21Q (22676.090000 sec): 3 clusters
  Score: Raw -495976.606720 + Penalty 2782.766267 = -493193.840453
  nChanged 8
		SP:Iteration 22Q (22676.330000 sec): 3 clusters
  Score: Raw -495979.440585 + Penalty 2782.766267 = -493196.674319
  nChanged 10
		SP:Iteration 23Q (22676.550000 sec): 3 clusters
  Score: Raw -495991.757341 + Penalty 2782.766267 = -493208.991074
  nChanged 15
		SP:Iteration 24Q (22676.760000 sec): 3 clusters
  Score: Raw -496009.432085 + Penalty 2782.766267 = -493226.665818
  nChanged 20
		SP:Iteration 25Q (22676.960000 sec): 3 clusters
  Score: Raw -496021.127885 + Penalty 2782.766267 = -493238.361619
  nChanged 19
		SP:Iteration 26Q (22677.140000 sec): 3 clusters
  Score: Raw -496029.458443 + Penalty 2782.766267 = -493246.692176
  nChanged 16
		SP:Iteration 27Q (22677.360000 sec): 3 clusters
  Score: Raw -496035.234498 + Penalty 2782.766267 = -493252.468232
  nChanged 7
		SP:Iteration 28Q (22677.560000 sec): 3 clusters
  Score: Raw -496037.013731 + Penalty 2782.766267 = -493254.247465
  nChanged 3
		SP:Iteration 29Q (22677.760000 sec): 3 clusters
  Score: Raw -496037.577367 + Penalty 2782.766267 = -493254.811100
  nChanged 3
		SP:Iteration 30Q (22677.980000 sec): 3 clusters
  Score: Raw -496038.877634 + Penalty 2782.766267 = -493256.111367
  nChanged 2
		SP:Iteration 31Q (22678.210000 sec): 3 clusters
  Score: Raw -496039.408811 + Penalty 2782.766267 = -493256.642545
  nChanged 1
		SP:Iteration 32Q (22678.370000 sec): 3 clusters
  Score: Raw -496039.483121 + Penalty 2782.766267 = -493256.716855
  nChanged 0
		SP:Iteration 33F (22678.560000 sec): 3 clusters
  Score: Raw -496039.483121 + Penalty 2782.766267 = -493256.716855
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 24 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22678.690000 sec): 2 clusters
  Score: Raw -315096.953541 + Penalty 1299.182547 = -313797.770994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22678.910000 sec): 3 clusters
  Score: Raw -313673.328791 + Penalty 2598.365095 = -311074.963696
  nChanged 1113
		SP:Iteration 1F (22679.080000 sec): 3 clusters
  Score: Raw -314395.666804 + Penalty 2598.365095 = -311797.301709
  nChanged 234
		SP:Iteration 2F (22679.270000 sec): 3 clusters
  Score: Raw -314558.408926 + Penalty 2598.365095 = -311960.043831
  nChanged 159
		SP:Iteration 3F (22679.460000 sec): 3 clusters
  Score: Raw -314673.183699 + Penalty 2598.365095 = -312074.818604
  nChanged 130
		SP:Iteration 4Q (22679.740000 sec): 3 clusters
  Score: Raw -314758.711951 + Penalty 2598.365095 = -312160.346856
  nChanged 112
		SP:Iteration 5Q (22679.910000 sec): 3 clusters
  Score: Raw -314826.894794 + Penalty 2598.365095 = -312228.529699
  nChanged 104
		SP:Iteration 6Q (22680.070000 sec): 3 clusters
  Score: Raw -314892.001861 + Penalty 2598.365095 = -312293.636766
  nChanged 86
		SP:Iteration 7Q (22680.260000 sec): 3 clusters
  Score: Raw -314946.819351 + Penalty 2598.365095 = -312348.454256
  nChanged 85
		SP:Iteration 8Q (22680.510000 sec): 3 clusters
  Score: Raw -315006.331249 + Penalty 2598.365095 = -312407.966154
  nChanged 73
		SP:Iteration 9Q (22680.660000 sec): 3 clusters
  Score: Raw -315049.427935 + Penalty 2598.365095 = -312451.062840
  nChanged 68
		SP:Iteration 10Q (22680.910000 sec): 3 clusters
  Score: Raw -315089.568830 + Penalty 2598.365095 = -312491.203735
  nChanged 48
		SP:Iteration 11Q (22681.070000 sec): 3 clusters
  Score: Raw -315117.960693 + Penalty 2598.365095 = -312519.595598
  nChanged 53
		SP:Iteration 12Q (22681.240000 sec): 3 clusters
  Score: Raw -315156.164153 + Penalty 2598.365095 = -312557.799058
  nChanged 46
		SP:Iteration 13Q (22681.490000 sec): 3 clusters
  Score: Raw -315186.385119 + Penalty 2598.365095 = -312588.020024
  nChanged 36
		SP:Iteration 14Q (22681.690000 sec): 3 clusters
  Score: Raw -315203.438533 + Penalty 2598.365095 = -312605.073438
  nChanged 28
		SP:Iteration 15Q (22681.880000 sec): 3 clusters
  Score: Raw -315219.246224 + Penalty 2598.365095 = -312620.881129
  nChanged 27
		SP:Iteration 16Q (22682.100000 sec): 3 clusters
  Score: Raw -315233.436538 + Penalty 2598.365095 = -312635.071443
  nChanged 16
		SP:Iteration 17Q (22682.270000 sec): 3 clusters
  Score: Raw -315242.054219 + Penalty 2598.365095 = -312643.689124
  nChanged 10
		SP:Iteration 18Q (22682.470000 sec): 3 clusters
  Score: Raw -315247.249556 + Penalty 2598.365095 = -312648.884462
  nChanged 11
		SP:Iteration 19Q (22682.650000 sec): 3 clusters
  Score: Raw -315255.016539 + Penalty 2598.365095 = -312656.651444
  nChanged 16
		SP:Iteration 20F (22682.800000 sec): 3 clusters
  Score: Raw -315264.039846 + Penalty 2598.365095 = -312665.674751
  nChanged 10
		SP:Iteration 21Q (22682.990000 sec): 3 clusters
  Score: Raw -315268.117182 + Penalty 2598.365095 = -312669.752087
  nChanged 13
		SP:Iteration 22Q (22683.210000 sec): 3 clusters
  Score: Raw -315273.602291 + Penalty 2598.365095 = -312675.237196
  nChanged 10
		SP:Iteration 23Q (22683.350000 sec): 3 clusters
  Score: Raw -315278.307352 + Penalty 2598.365095 = -312679.942257
  nChanged 15
		SP:Iteration 24Q (22683.510000 sec): 3 clusters
  Score: Raw -315284.256667 + Penalty 2598.365095 = -312685.891572
  nChanged 10
		SP:Iteration 25Q (22683.690000 sec): 3 clusters
  Score: Raw -315287.805851 + Penalty 2598.365095 = -312689.440756
  nChanged 11
		SP:Iteration 26Q (22683.870000 sec): 3 clusters
  Score: Raw -315291.499556 + Penalty 2598.365095 = -312693.134461
  nChanged 10
		SP:Iteration 27Q (22684.050000 sec): 3 clusters
  Score: Raw -315296.051559 + Penalty 2598.365095 = -312697.686464
  nChanged 9
		SP:Iteration 28Q (22684.280000 sec): 3 clusters
  Score: Raw -315298.837956 + Penalty 2598.365095 = -312700.472862
  nChanged 6
		SP:Iteration 29Q (22684.440000 sec): 3 clusters
  Score: Raw -315300.194741 + Penalty 2598.365095 = -312701.829646
  nChanged 4
		SP:Iteration 30Q (22684.630000 sec): 3 clusters
  Score: Raw -315301.154556 + Penalty 2598.365095 = -312702.789461
  nChanged 2
		SP:Iteration 31Q (22684.810000 sec): 3 clusters
  Score: Raw -315301.667946 + Penalty 2598.365095 = -312703.302851
  nChanged 2
		SP:Iteration 32Q (22685.000000 sec): 3 clusters
  Score: Raw -315302.435797 + Penalty 2598.365095 = -312704.070702
  nChanged 4
		SP:Iteration 33Q (22685.190000 sec): 3 clusters
  Score: Raw -315304.105838 + Penalty 2598.365095 = -312705.740743
  nChanged 4
		SP:Iteration 34Q (22685.380000 sec): 3 clusters
  Score: Raw -315306.029523 + Penalty 2598.365095 = -312707.664428
  nChanged 6
		SP:Iteration 35Q (22685.540000 sec): 3 clusters
  Score: Raw -315308.346043 + Penalty 2598.365095 = -312709.980948
  nChanged 3
		SP:Iteration 36Q (22685.780000 sec): 3 clusters
  Score: Raw -315309.681705 + Penalty 2598.365095 = -312711.316610
  nChanged 4
		SP:Iteration 37Q (22685.950000 sec): 3 clusters
  Score: Raw -315312.218467 + Penalty 2598.365095 = -312713.853372
  nChanged 7
		SP:Iteration 38Q (22686.080000 sec): 3 clusters
  Score: Raw -315315.384489 + Penalty 2598.365095 = -312717.019394
  nChanged 5
		SP:Iteration 39Q (22686.280000 sec): 3 clusters
  Score: Raw -315317.773401 + Penalty 2598.365095 = -312719.408307
  nChanged 4
		SP:Iteration 40F (22686.430000 sec): 3 clusters
  Score: Raw -315318.570667 + Penalty 2598.365095 = -312720.205572
  nChanged 1
		SP:Iteration 41Q (22686.580000 sec): 3 clusters
  Score: Raw -315318.978494 + Penalty 2598.365095 = -312720.613399
  nChanged 1
		SP:Iteration 42Q (22686.780000 sec): 3 clusters
  Score: Raw -315319.377338 + Penalty 2598.365095 = -312721.012243
  nChanged 0
		SP:Iteration 43F (22686.970000 sec): 3 clusters
  Score: Raw -315319.377338 + Penalty 2598.365095 = -312721.012243
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 25 (6437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22687.100000 sec): 2 clusters
  Score: Raw -673330.442132 + Penalty 1425.095404 = -671905.346728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22687.290000 sec): 3 clusters
  Score: Raw -669906.107332 + Penalty 2850.190808 = -667055.916523
  nChanged 2672
		SP:Iteration 1F (22687.500000 sec): 3 clusters
  Score: Raw -671295.705778 + Penalty 2850.190808 = -668445.514970
  nChanged 399
		SP:Iteration 2F (22687.720000 sec): 3 clusters
  Score: Raw -671466.063447 + Penalty 2850.190808 = -668615.872639
  nChanged 327
		SP:Iteration 3F (22687.960000 sec): 3 clusters
  Score: Raw -671626.342305 + Penalty 2850.190808 = -668776.151497
  nChanged 313
		SP:Iteration 4Q (22688.160000 sec): 3 clusters
  Score: Raw -671781.042108 + Penalty 2850.190808 = -668930.851300
  nChanged 268
		SP:Iteration 5Q (22688.390000 sec): 3 clusters
  Score: Raw -671914.717021 + Penalty 2850.190808 = -669064.526212
  nChanged 261
		SP:Iteration 6Q (22688.570000 sec): 3 clusters
  Score: Raw -672036.261794 + Penalty 2850.190808 = -669186.070985
  nChanged 222
		SP:Iteration 7Q (22688.780000 sec): 3 clusters
  Score: Raw -672135.910470 + Penalty 2850.190808 = -669285.719661
  nChanged 208
		SP:Iteration 8Q (22688.990000 sec): 3 clusters
  Score: Raw -672229.396728 + Penalty 2850.190808 = -669379.205919
  nChanged 186
		SP:Iteration 9Q (22689.180000 sec): 3 clusters
  Score: Raw -672326.516840 + Penalty 2850.190808 = -669476.326031
  nChanged 199
		SP:Iteration 10Q (22689.380000 sec): 3 clusters
  Score: Raw -672421.879107 + Penalty 2850.190808 = -669571.688298
  nChanged 173
		SP:Iteration 11Q (22689.580000 sec): 3 clusters
  Score: Raw -672503.358277 + Penalty 2850.190808 = -669653.167469
  nChanged 160
		SP:Iteration 12Q (22689.820000 sec): 3 clusters
  Score: Raw -672586.215553 + Penalty 2850.190808 = -669736.024745
  nChanged 165
		SP:Iteration 13Q (22690.060000 sec): 3 clusters
  Score: Raw -672687.324892 + Penalty 2850.190808 = -669837.134084
  nChanged 176
		SP:Iteration 14Q (22690.220000 sec): 3 clusters
  Score: Raw -672801.062894 + Penalty 2850.190808 = -669950.872086
  nChanged 172
		SP:Iteration 15Q (22690.440000 sec): 3 clusters
  Score: Raw -672930.893183 + Penalty 2850.190808 = -670080.702374
  nChanged 163
		SP:Iteration 16Q (22690.650000 sec): 3 clusters
  Score: Raw -673066.321726 + Penalty 2850.190808 = -670216.130917
  nChanged 144
		SP:Iteration 17Q (22690.860000 sec): 3 clusters
  Score: Raw -673211.955318 + Penalty 2850.190808 = -670361.764509
  nChanged 127
		SP:Iteration 18Q (22691.100000 sec): 3 clusters
  Score: Raw -673324.573009 + Penalty 2850.190808 = -670474.382200
  nChanged 105
		SP:Iteration 19Q (22691.300000 sec): 3 clusters
  Score: Raw -673426.465012 + Penalty 2850.190808 = -670576.274204
  nChanged 87
		SP:Iteration 20F (22691.500000 sec): 3 clusters
  Score: Raw -673490.389707 + Penalty 2850.190808 = -670640.198899
  nChanged 73
		SP:Iteration 21Q (22691.720000 sec): 3 clusters
  Score: Raw -673538.941121 + Penalty 2850.190808 = -670688.750312
  nChanged 59
		SP:Iteration 22Q (22691.930000 sec): 3 clusters
  Score: Raw -673569.971857 + Penalty 2850.190808 = -670719.781049
  nChanged 48
		SP:Iteration 23Q (22692.120000 sec): 3 clusters
  Score: Raw -673593.939907 + Penalty 2850.190808 = -670743.749098
  nChanged 40
		SP:Iteration 24Q (22692.340000 sec): 3 clusters
  Score: Raw -673611.925076 + Penalty 2850.190808 = -670761.734268
  nChanged 36
		SP:Iteration 25Q (22692.580000 sec): 3 clusters
  Score: Raw -673628.853260 + Penalty 2850.190808 = -670778.662452
  nChanged 25
		SP:Iteration 26Q (22692.770000 sec): 3 clusters
  Score: Raw -673637.058870 + Penalty 2850.190808 = -670786.868061
  nChanged 12
		SP:Iteration 27Q (22693.020000 sec): 3 clusters
  Score: Raw -673640.842455 + Penalty 2850.190808 = -670790.651647
  nChanged 13
		SP:Iteration 28Q (22693.210000 sec): 3 clusters
  Score: Raw -673644.113193 + Penalty 2850.190808 = -670793.922384
  nChanged 7
		SP:Iteration 29Q (22693.470000 sec): 3 clusters
  Score: Raw -673645.465868 + Penalty 2850.190808 = -670795.275060
  nChanged 6
		SP:Iteration 30Q (22693.710000 sec): 3 clusters
  Score: Raw -673646.769750 + Penalty 2850.190808 = -670796.578942
  nChanged 6
		SP:Iteration 31Q (22693.920000 sec): 3 clusters
  Score: Raw -673647.913633 + Penalty 2850.190808 = -670797.722825
  nChanged 2
		SP:Iteration 32Q (22694.150000 sec): 3 clusters
  Score: Raw -673648.217475 + Penalty 2850.190808 = -670798.026666
  nChanged 0
		SP:Iteration 33F (22694.380000 sec): 3 clusters
  Score: Raw -673648.217475 + Penalty 2850.190808 = -670798.026666
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 26 (5008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22694.500000 sec): 2 clusters
  Score: Raw -463355.777347 + Penalty 1384.303686 = -461971.473661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22694.670000 sec): 3 clusters
  Score: Raw -460813.040118 + Penalty 2768.607372 = -458044.432746
  nChanged 2032
		SP:Iteration 1F (22694.900000 sec): 3 clusters
  Score: Raw -462114.699959 + Penalty 2768.607372 = -459346.092587
  nChanged 488
		SP:Iteration 2F (22695.120000 sec): 3 clusters
  Score: Raw -462539.066800 + Penalty 2768.607372 = -459770.459428
  nChanged 386
		SP:Iteration 3F (22695.350000 sec): 3 clusters
  Score: Raw -462908.647564 + Penalty 2768.607372 = -460140.040193
  nChanged 312
		SP:Iteration 4F (22695.530000 sec): 3 clusters
  Score: Raw -463203.974684 + Penalty 2768.607372 = -460435.367313
  nChanged 278
		SP:Iteration 5F (22695.740000 sec): 3 clusters
  Score: Raw -463480.598061 + Penalty 2768.607372 = -460711.990689
  nChanged 270
		SP:Iteration 6F (22695.900000 sec): 3 clusters
  Score: Raw -463812.099475 + Penalty 2768.607372 = -461043.492103
  nChanged 218
		SP:Iteration 7Q (22696.080000 sec): 3 clusters
  Score: Raw -464065.591768 + Penalty 2768.607372 = -461296.984396
  nChanged 180
		SP:Iteration 8Q (22696.260000 sec): 3 clusters
  Score: Raw -464229.676460 + Penalty 2768.607372 = -461461.069088
  nChanged 121
		SP:Iteration 9Q (22696.470000 sec): 3 clusters
  Score: Raw -464316.443232 + Penalty 2768.607372 = -461547.835861
  nChanged 85
		SP:Iteration 10Q (22696.700000 sec): 3 clusters
  Score: Raw -464355.890245 + Penalty 2768.607372 = -461587.282873
  nChanged 56
		SP:Iteration 11Q (22696.920000 sec): 3 clusters
  Score: Raw -464376.708377 + Penalty 2768.607372 = -461608.101005
  nChanged 33
		SP:Iteration 12Q (22697.080000 sec): 3 clusters
  Score: Raw -464389.239102 + Penalty 2768.607372 = -461620.631731
  nChanged 25
		SP:Iteration 13Q (22697.300000 sec): 3 clusters
  Score: Raw -464396.071022 + Penalty 2768.607372 = -461627.463651
  nChanged 11
		SP:Iteration 14Q (22697.480000 sec): 3 clusters
  Score: Raw -464400.364164 + Penalty 2768.607372 = -461631.756793
  nChanged 10
		SP:Iteration 15Q (22697.680000 sec): 3 clusters
  Score: Raw -464403.091040 + Penalty 2768.607372 = -461634.483669
  nChanged 10
		SP:Iteration 16Q (22697.890000 sec): 3 clusters
  Score: Raw -464406.178106 + Penalty 2768.607372 = -461637.570734
  nChanged 11
		SP:Iteration 17Q (22698.090000 sec): 3 clusters
  Score: Raw -464409.749077 + Penalty 2768.607372 = -461641.141706
  nChanged 8
		SP:Iteration 18Q (22698.300000 sec): 3 clusters
  Score: Raw -464411.204666 + Penalty 2768.607372 = -461642.597295
  nChanged 5
		SP:Iteration 19Q (22698.510000 sec): 3 clusters
  Score: Raw -464412.333825 + Penalty 2768.607372 = -461643.726453
  nChanged 1
		SP:Iteration 20F (22698.670000 sec): 3 clusters
  Score: Raw -464412.398349 + Penalty 2768.607372 = -461643.790977
  nChanged 1
		SP:Iteration 21Q (22698.840000 sec): 3 clusters
  Score: Raw -464412.683802 + Penalty 2768.607372 = -461644.076431
  nChanged 1
		SP:Iteration 22Q (22699.050000 sec): 3 clusters
  Score: Raw -464412.963338 + Penalty 2768.607372 = -461644.355966
  nChanged 0
		SP:Iteration 23F (22699.220000 sec): 3 clusters
  Score: Raw -464412.963338 + Penalty 2768.607372 = -461644.355966
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 27 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22699.300000 sec): 2 clusters
  Score: Raw -544808.433903 + Penalty 1392.651825 = -543415.782078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22699.480000 sec): 3 clusters
  Score: Raw -542090.392563 + Penalty 2785.303650 = -539305.088913
  nChanged 2078
		SP:Iteration 1F (22699.700000 sec): 3 clusters
  Score: Raw -543231.880349 + Penalty 2785.303650 = -540446.576700
  nChanged 395
		SP:Iteration 2F (22699.900000 sec): 3 clusters
  Score: Raw -543412.766666 + Penalty 2785.303650 = -540627.463016
  nChanged 260
		SP:Iteration 3Q (22700.050000 sec): 3 clusters
  Score: Raw -543516.943049 + Penalty 2785.303650 = -540731.639399
  nChanged 205
		SP:Iteration 4Q (22700.250000 sec): 3 clusters
  Score: Raw -543586.753688 + Penalty 2785.303650 = -540801.450038
  nChanged 141
		SP:Iteration 5Q (22700.420000 sec): 3 clusters
  Score: Raw -543639.861828 + Penalty 2785.303650 = -540854.558178
  nChanged 105
		SP:Iteration 6Q (22700.620000 sec): 3 clusters
  Score: Raw -543672.353370 + Penalty 2785.303650 = -540887.049720
  nChanged 93
		SP:Iteration 7Q (22700.830000 sec): 3 clusters
  Score: Raw -543701.217156 + Penalty 2785.303650 = -540915.913507
  nChanged 87
		SP:Iteration 8Q (22701.020000 sec): 3 clusters
  Score: Raw -543731.395184 + Penalty 2785.303650 = -540946.091535
  nChanged 76
		SP:Iteration 9Q (22701.280000 sec): 3 clusters
  Score: Raw -543761.293171 + Penalty 2785.303650 = -540975.989521
  nChanged 76
		SP:Iteration 10Q (22701.490000 sec): 3 clusters
  Score: Raw -543788.607525 + Penalty 2785.303650 = -541003.303875
  nChanged 80
		SP:Iteration 11Q (22701.670000 sec): 3 clusters
  Score: Raw -543816.761561 + Penalty 2785.303650 = -541031.457911
  nChanged 83
		SP:Iteration 12Q (22701.870000 sec): 3 clusters
  Score: Raw -543847.863012 + Penalty 2785.303650 = -541062.559362
  nChanged 81
		SP:Iteration 13Q (22702.030000 sec): 3 clusters
  Score: Raw -543873.946450 + Penalty 2785.303650 = -541088.642800
  nChanged 81
		SP:Iteration 14Q (22702.280000 sec): 3 clusters
  Score: Raw -543902.645821 + Penalty 2785.303650 = -541117.342171
  nChanged 81
		SP:Iteration 15Q (22702.500000 sec): 3 clusters
  Score: Raw -543927.564315 + Penalty 2785.303650 = -541142.260666
  nChanged 65
		SP:Iteration 16Q (22702.700000 sec): 3 clusters
  Score: Raw -543945.194020 + Penalty 2785.303650 = -541159.890370
  nChanged 63
		SP:Iteration 17Q (22702.890000 sec): 3 clusters
  Score: Raw -543963.263391 + Penalty 2785.303650 = -541177.959741
  nChanged 65
		SP:Iteration 18Q (22703.110000 sec): 3 clusters
  Score: Raw -543980.013258 + Penalty 2785.303650 = -541194.709608
  nChanged 59
		SP:Iteration 19Q (22703.360000 sec): 3 clusters
  Score: Raw -543993.627746 + Penalty 2785.303650 = -541208.324096
  nChanged 53
		SP:Iteration 20F (22703.550000 sec): 3 clusters
  Score: Raw -544006.356918 + Penalty 2785.303650 = -541221.053268
  nChanged 57
		SP:Iteration 21Q (22703.810000 sec): 3 clusters
  Score: Raw -544020.574116 + Penalty 2785.303650 = -541235.270466
  nChanged 53
		SP:Iteration 22Q (22704.030000 sec): 3 clusters
  Score: Raw -544033.881243 + Penalty 2785.303650 = -541248.577594
  nChanged 59
		SP:Iteration 23Q (22704.230000 sec): 3 clusters
  Score: Raw -544050.998788 + Penalty 2785.303650 = -541265.695138
  nChanged 72
		SP:Iteration 24Q (22704.440000 sec): 3 clusters
  Score: Raw -544071.865970 + Penalty 2785.303650 = -541286.562320
  nChanged 85
		SP:Iteration 25Q (22704.710000 sec): 3 clusters
  Score: Raw -544103.782398 + Penalty 2785.303650 = -541318.478748
  nChanged 97
		SP:Iteration 26Q (22704.930000 sec): 3 clusters
  Score: Raw -544143.510709 + Penalty 2785.303650 = -541358.207059
  nChanged 123
		SP:Iteration 27Q (22705.130000 sec): 3 clusters
  Score: Raw -544201.083287 + Penalty 2785.303650 = -541415.779637
  nChanged 119
		SP:Iteration 28Q (22705.320000 sec): 3 clusters
  Score: Raw -544256.334872 + Penalty 2785.303650 = -541471.031222
  nChanged 130
		SP:Iteration 29Q (22705.590000 sec): 3 clusters
  Score: Raw -544316.296009 + Penalty 2785.303650 = -541530.992359
  nChanged 141
		SP:Iteration 30Q (22705.780000 sec): 3 clusters
  Score: Raw -544386.950906 + Penalty 2785.303650 = -541601.647256
  nChanged 127
		SP:Iteration 31Q (22705.980000 sec): 3 clusters
  Score: Raw -544454.393037 + Penalty 2785.303650 = -541669.089388
  nChanged 133
		SP:Iteration 32Q (22706.190000 sec): 3 clusters
  Score: Raw -544534.834749 + Penalty 2785.303650 = -541749.531099
  nChanged 130
		SP:Iteration 33Q (22706.410000 sec): 3 clusters
  Score: Raw -544612.865109 + Penalty 2785.303650 = -541827.561459
  nChanged 115
		SP:Iteration 34Q (22706.580000 sec): 3 clusters
  Score: Raw -544685.589689 + Penalty 2785.303650 = -541900.286039
  nChanged 110
		SP:Iteration 35Q (22706.790000 sec): 3 clusters
  Score: Raw -544766.682394 + Penalty 2785.303650 = -541981.378744
  nChanged 93
		SP:Iteration 36Q (22707.030000 sec): 3 clusters
  Score: Raw -544845.698853 + Penalty 2785.303650 = -542060.395203
  nChanged 69
		SP:Iteration 37Q (22707.210000 sec): 3 clusters
  Score: Raw -544894.256617 + Penalty 2785.303650 = -542108.952967
  nChanged 52
		SP:Iteration 38Q (22707.390000 sec): 3 clusters
  Score: Raw -544928.053869 + Penalty 2785.303650 = -542142.750220
  nChanged 31
		SP:Iteration 39Q (22707.600000 sec): 3 clusters
  Score: Raw -544950.440376 + Penalty 2785.303650 = -542165.136726
  nChanged 38
		SP:Iteration 40F (22707.850000 sec): 3 clusters
  Score: Raw -544975.219259 + Penalty 2785.303650 = -542189.915609
  nChanged 29
		SP:Iteration 41Q (22708.030000 sec): 3 clusters
  Score: Raw -544995.181701 + Penalty 2785.303650 = -542209.878051
  nChanged 24
		SP:Iteration 42Q (22708.260000 sec): 3 clusters
  Score: Raw -545009.609951 + Penalty 2785.303650 = -542224.306302
  nChanged 14
		SP:Iteration 43Q (22708.430000 sec): 3 clusters
  Score: Raw -545018.070752 + Penalty 2785.303650 = -542232.767103
  nChanged 13
		SP:Iteration 44Q (22708.660000 sec): 3 clusters
  Score: Raw -545025.055068 + Penalty 2785.303650 = -542239.751419
  nChanged 11
		SP:Iteration 45Q (22708.870000 sec): 3 clusters
  Score: Raw -545030.041220 + Penalty 2785.303650 = -542244.737570
  nChanged 5
		SP:Iteration 46Q (22709.050000 sec): 3 clusters
  Score: Raw -545032.302512 + Penalty 2785.303650 = -542246.998863
  nChanged 4
		SP:Iteration 47Q (22709.230000 sec): 3 clusters
  Score: Raw -545034.464131 + Penalty 2785.303650 = -542249.160482
  nChanged 3
		SP:Iteration 48Q (22709.440000 sec): 3 clusters
  Score: Raw -545036.169809 + Penalty 2785.303650 = -542250.866159
  nChanged 3
		SP:Iteration 49Q (22709.650000 sec): 3 clusters
  Score: Raw -545037.811921 + Penalty 2785.303650 = -542252.508271
  nChanged 4
		SP:Iteration 50Q (22709.860000 sec): 3 clusters
  Score: Raw -545039.396953 + Penalty 2785.303650 = -542254.093303
  nChanged 4
		SP:Iteration 51Q (22710.030000 sec): 3 clusters
  Score: Raw -545041.017564 + Penalty 2785.303650 = -542255.713914
  nChanged 1
		SP:Iteration 52Q (22710.290000 sec): 3 clusters
  Score: Raw -545041.243055 + Penalty 2785.303650 = -542255.939405
  nChanged 2
		SP:Iteration 53Q (22710.490000 sec): 3 clusters
  Score: Raw -545042.095904 + Penalty 2785.303650 = -542256.792254
  nChanged 3
		SP:Iteration 54Q (22710.740000 sec): 3 clusters
  Score: Raw -545044.798008 + Penalty 2785.303650 = -542259.494359
  nChanged 4
		SP:Iteration 55Q (22710.950000 sec): 3 clusters
  Score: Raw -545046.713180 + Penalty 2785.303650 = -542261.409530
  nChanged 3
		SP:Iteration 56Q (22711.150000 sec): 3 clusters
  Score: Raw -545047.540774 + Penalty 2785.303650 = -542262.237124
  nChanged 2
		SP:Iteration 57Q (22711.340000 sec): 3 clusters
  Score: Raw -545048.142479 + Penalty 2785.303650 = -542262.838829
  nChanged 2
		SP:Iteration 58Q (22711.580000 sec): 3 clusters
  Score: Raw -545049.634977 + Penalty 2785.303650 = -542264.331328
  nChanged 2
		SP:Iteration 59Q (22711.760000 sec): 3 clusters
  Score: Raw -545050.605535 + Penalty 2785.303650 = -542265.301886
  nChanged 3
		SP:Iteration 60F (22711.950000 sec): 3 clusters
  Score: Raw -545052.162439 + Penalty 2785.303650 = -542266.858789
  nChanged 4
		SP:Iteration 61Q (22712.130000 sec): 3 clusters
  Score: Raw -545055.470490 + Penalty 2785.303650 = -542270.166840
  nChanged 7
		SP:Iteration 62Q (22712.370000 sec): 3 clusters
  Score: Raw -545059.526344 + Penalty 2785.303650 = -542274.222695
  nChanged 4
		SP:Iteration 63Q (22712.550000 sec): 3 clusters
  Score: Raw -545061.288578 + Penalty 2785.303650 = -542275.984928
  nChanged 1
		SP:Iteration 64Q (22712.750000 sec): 3 clusters
  Score: Raw -545061.703251 + Penalty 2785.303650 = -542276.399601
  nChanged 1
		SP:Iteration 65Q (22712.970000 sec): 3 clusters
  Score: Raw -545062.556069 + Penalty 2785.303650 = -542277.252419
  nChanged 4
		SP:Iteration 66Q (22713.160000 sec): 3 clusters
  Score: Raw -545065.226472 + Penalty 2785.303650 = -542279.922823
  nChanged 2
		SP:Iteration 67Q (22713.420000 sec): 3 clusters
  Score: Raw -545065.999869 + Penalty 2785.303650 = -542280.696220
  nChanged 1
		SP:Iteration 68Q (22713.620000 sec): 3 clusters
  Score: Raw -545066.668568 + Penalty 2785.303650 = -542281.364918
  nChanged 0
		SP:Iteration 69F (22713.860000 sec): 3 clusters
  Score: Raw -545066.668568 + Penalty 2785.303650 = -542281.364918
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 28 (15493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22713.980000 sec): 2 clusters
  Score: Raw -1608017.517059 + Penalty 1567.823333 = -1606449.693726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22714.270000 sec): 3 clusters
  Score: Raw -1598872.222675 + Penalty 3135.646666 = -1595736.576009
  nChanged 6856
		SP:Iteration 1F (22714.510000 sec): 3 clusters
  Score: Raw -1602623.910979 + Penalty 3135.646666 = -1599488.264312
  nChanged 787
		SP:Iteration 2F (22714.760000 sec): 3 clusters
  Score: Raw -1602900.219372 + Penalty 3135.646666 = -1599764.572706
  nChanged 685
		SP:Iteration 3Q (22715.040000 sec): 3 clusters
  Score: Raw -1603118.334133 + Penalty 3135.646666 = -1599982.687467
  nChanged 580
		SP:Iteration 4Q (22715.300000 sec): 3 clusters
  Score: Raw -1603298.679973 + Penalty 3135.646666 = -1600163.033307
  nChanged 492
		SP:Iteration 5Q (22715.600000 sec): 3 clusters
  Score: Raw -1603449.458276 + Penalty 3135.646666 = -1600313.811610
  nChanged 488
		SP:Iteration 6Q (22715.910000 sec): 3 clusters
  Score: Raw -1603616.526034 + Penalty 3135.646666 = -1600480.879368
  nChanged 509
		SP:Iteration 7Q (22716.140000 sec): 3 clusters
  Score: Raw -1603838.571667 + Penalty 3135.646666 = -1600702.925001
  nChanged 571
		SP:Iteration 8Q (22716.410000 sec): 3 clusters
  Score: Raw -1604153.067604 + Penalty 3135.646666 = -1601017.420938
  nChanged 641
		SP:Iteration 9Q (22716.680000 sec): 3 clusters
  Score: Raw -1604609.271575 + Penalty 3135.646666 = -1601473.624909
  nChanged 759
		SP:Iteration 10Q (22716.970000 sec): 3 clusters
  Score: Raw -1605222.108052 + Penalty 3135.646666 = -1602086.461386
  nChanged 759
		SP:Iteration 11Q (22717.210000 sec): 3 clusters
  Score: Raw -1605817.156119 + Penalty 3135.646666 = -1602681.509453
  nChanged 650
		SP:Iteration 12Q (22717.500000 sec): 3 clusters
  Score: Raw -1606301.192564 + Penalty 3135.646666 = -1603165.545898
  nChanged 571
		SP:Iteration 13Q (22717.730000 sec): 3 clusters
  Score: Raw -1606696.737008 + Penalty 3135.646666 = -1603561.090342
  nChanged 453
		SP:Iteration 14Q (22717.990000 sec): 3 clusters
  Score: Raw -1606963.235398 + Penalty 3135.646666 = -1603827.588732
  nChanged 361
		SP:Iteration 15Q (22718.270000 sec): 3 clusters
  Score: Raw -1607168.884854 + Penalty 3135.646666 = -1604033.238188
  nChanged 331
		SP:Iteration 16Q (22718.510000 sec): 3 clusters
  Score: Raw -1607360.876817 + Penalty 3135.646666 = -1604225.230151
  nChanged 260
		SP:Iteration 17Q (22718.800000 sec): 3 clusters
  Score: Raw -1607514.920308 + Penalty 3135.646666 = -1604379.273642
  nChanged 227
		SP:Iteration 18Q (22719.050000 sec): 3 clusters
  Score: Raw -1607638.751921 + Penalty 3135.646666 = -1604503.105255
  nChanged 192
		SP:Iteration 19Q (22719.310000 sec): 3 clusters
  Score: Raw -1607750.879845 + Penalty 3135.646666 = -1604615.233179
  nChanged 164
		SP:Iteration 20F (22719.520000 sec): 3 clusters
  Score: Raw -1607851.054912 + Penalty 3135.646666 = -1604715.408246
  nChanged 133
		SP:Iteration 21Q (22719.770000 sec): 3 clusters
  Score: Raw -1607929.916825 + Penalty 3135.646666 = -1604794.270159
  nChanged 108
		SP:Iteration 22Q (22720.010000 sec): 3 clusters
  Score: Raw -1608000.409512 + Penalty 3135.646666 = -1604864.762846
  nChanged 97
		SP:Iteration 23Q (22720.250000 sec): 3 clusters
  Score: Raw -1608054.970114 + Penalty 3135.646666 = -1604919.323448
  nChanged 80
		SP:Iteration 24Q (22720.460000 sec): 3 clusters
  Score: Raw -1608102.706386 + Penalty 3135.646666 = -1604967.059720
  nChanged 65
		SP:Iteration 25Q (22720.740000 sec): 3 clusters
  Score: Raw -1608146.360839 + Penalty 3135.646666 = -1605010.714173
  nChanged 71
		SP:Iteration 26Q (22720.940000 sec): 3 clusters
  Score: Raw -1608185.657896 + Penalty 3135.646666 = -1605050.011230
  nChanged 41
		SP:Iteration 27Q (22721.170000 sec): 3 clusters
  Score: Raw -1608211.404912 + Penalty 3135.646666 = -1605075.758246
  nChanged 28
		SP:Iteration 28Q (22721.430000 sec): 3 clusters
  Score: Raw -1608225.821724 + Penalty 3135.646666 = -1605090.175058
  nChanged 22
		SP:Iteration 29Q (22721.640000 sec): 3 clusters
  Score: Raw -1608237.351131 + Penalty 3135.646666 = -1605101.704464
  nChanged 15
		SP:Iteration 30Q (22721.890000 sec): 3 clusters
  Score: Raw -1608244.981709 + Penalty 3135.646666 = -1605109.335043
  nChanged 13
		SP:Iteration 31Q (22722.110000 sec): 3 clusters
  Score: Raw -1608250.312107 + Penalty 3135.646666 = -1605114.665441
  nChanged 8
		SP:Iteration 32Q (22722.420000 sec): 3 clusters
  Score: Raw -1608255.013372 + Penalty 3135.646666 = -1605119.366706
  nChanged 10
		SP:Iteration 33Q (22722.700000 sec): 3 clusters
  Score: Raw -1608261.141646 + Penalty 3135.646666 = -1605125.494980
  nChanged 9
		SP:Iteration 34Q (22722.920000 sec): 3 clusters
  Score: Raw -1608267.195997 + Penalty 3135.646666 = -1605131.549331
  nChanged 12
		SP:Iteration 35Q (22723.180000 sec): 3 clusters
  Score: Raw -1608272.908458 + Penalty 3135.646666 = -1605137.261792
  nChanged 7
		SP:Iteration 36Q (22723.390000 sec): 3 clusters
  Score: Raw -1608276.886559 + Penalty 3135.646666 = -1605141.239893
  nChanged 8
		SP:Iteration 37Q (22723.650000 sec): 3 clusters
  Score: Raw -1608280.654824 + Penalty 3135.646666 = -1605145.008157
  nChanged 5
		SP:Iteration 38Q (22723.900000 sec): 3 clusters
  Score: Raw -1608282.657029 + Penalty 3135.646666 = -1605147.010363
  nChanged 4
		SP:Iteration 39Q (22724.180000 sec): 3 clusters
  Score: Raw -1608284.761672 + Penalty 3135.646666 = -1605149.115006
  nChanged 5
		SP:Iteration 40F (22724.470000 sec): 3 clusters
  Score: Raw -1608287.373257 + Penalty 3135.646666 = -1605151.726591
  nChanged 7
		SP:Iteration 41Q (22724.710000 sec): 3 clusters
  Score: Raw -1608290.820482 + Penalty 3135.646666 = -1605155.173816
  nChanged 2
		SP:Iteration 42Q (22725.010000 sec): 3 clusters
  Score: Raw -1608291.986495 + Penalty 3135.646666 = -1605156.339829
  nChanged 0
		SP:Iteration 43F (22725.260000 sec): 3 clusters
  Score: Raw -1608291.986495 + Penalty 3135.646666 = -1605156.339829
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 29 (7813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22725.390000 sec): 2 clusters
  Score: Raw -807872.516307 + Penalty 1456.575947 = -806415.940359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22725.620000 sec): 3 clusters
  Score: Raw -803628.607550 + Penalty 2913.151895 = -800715.455655
  nChanged 3339
		SP:Iteration 1F (22725.870000 sec): 3 clusters
  Score: Raw -805520.132559 + Penalty 2913.151895 = -802606.980664
  nChanged 530
		SP:Iteration 2F (22726.150000 sec): 3 clusters
  Score: Raw -805830.022297 + Penalty 2913.151895 = -802916.870403
  nChanged 469
		SP:Iteration 3F (22726.420000 sec): 3 clusters
  Score: Raw -806078.641962 + Penalty 2913.151895 = -803165.490067
  nChanged 409
		SP:Iteration 4F (22726.670000 sec): 3 clusters
  Score: Raw -806296.807200 + Penalty 2913.151895 = -803383.655305
  nChanged 372
		SP:Iteration 5Q (22726.890000 sec): 3 clusters
  Score: Raw -806468.319935 + Penalty 2913.151895 = -803555.168040
  nChanged 317
		SP:Iteration 6Q (22727.130000 sec): 3 clusters
  Score: Raw -806624.114952 + Penalty 2913.151895 = -803710.963057
  nChanged 297
		SP:Iteration 7Q (22727.330000 sec): 3 clusters
  Score: Raw -806763.037323 + Penalty 2913.151895 = -803849.885428
  nChanged 255
		SP:Iteration 8Q (22727.540000 sec): 3 clusters
  Score: Raw -806881.484077 + Penalty 2913.151895 = -803968.332182
  nChanged 245
		SP:Iteration 9Q (22727.770000 sec): 3 clusters
  Score: Raw -806992.330740 + Penalty 2913.151895 = -804079.178845
  nChanged 219
		SP:Iteration 10Q (22727.980000 sec): 3 clusters
  Score: Raw -807094.593026 + Penalty 2913.151895 = -804181.441131
  nChanged 201
		SP:Iteration 11Q (22728.190000 sec): 3 clusters
  Score: Raw -807179.067028 + Penalty 2913.151895 = -804265.915133
  nChanged 169
		SP:Iteration 12Q (22728.430000 sec): 3 clusters
  Score: Raw -807250.701589 + Penalty 2913.151895 = -804337.549694
  nChanged 151
		SP:Iteration 13Q (22728.660000 sec): 3 clusters
  Score: Raw -807318.535778 + Penalty 2913.151895 = -804405.383883
  nChanged 161
		SP:Iteration 14Q (22728.840000 sec): 3 clusters
  Score: Raw -807390.921132 + Penalty 2913.151895 = -804477.769237
  nChanged 159
		SP:Iteration 15Q (22729.070000 sec): 3 clusters
  Score: Raw -807467.238578 + Penalty 2913.151895 = -804554.086683
  nChanged 159
		SP:Iteration 16Q (22729.300000 sec): 3 clusters
  Score: Raw -807548.859104 + Penalty 2913.151895 = -804635.707209
  nChanged 163
		SP:Iteration 17Q (22729.480000 sec): 3 clusters
  Score: Raw -807640.382907 + Penalty 2913.151895 = -804727.231013
  nChanged 162
		SP:Iteration 18Q (22729.680000 sec): 3 clusters
  Score: Raw -807743.975981 + Penalty 2913.151895 = -804830.824086
  nChanged 185
		SP:Iteration 19Q (22729.920000 sec): 3 clusters
  Score: Raw -807897.431077 + Penalty 2913.151895 = -804984.279182
  nChanged 185
		SP:Iteration 20F (22730.200000 sec): 3 clusters
  Score: Raw -808031.137384 + Penalty 2913.151895 = -805117.985489
  nChanged 151
		SP:Iteration 21Q (22730.450000 sec): 3 clusters
  Score: Raw -808120.742297 + Penalty 2913.151895 = -805207.590402
  nChanged 128
		SP:Iteration 22Q (22730.650000 sec): 3 clusters
  Score: Raw -808189.872966 + Penalty 2913.151895 = -805276.721071
  nChanged 94
		SP:Iteration 23Q (22730.870000 sec): 3 clusters
  Score: Raw -808239.516873 + Penalty 2913.151895 = -805326.364979
  nChanged 69
		SP:Iteration 24Q (22731.050000 sec): 3 clusters
  Score: Raw -808280.124553 + Penalty 2913.151895 = -805366.972658
  nChanged 63
		SP:Iteration 25Q (22731.270000 sec): 3 clusters
  Score: Raw -808320.120979 + Penalty 2913.151895 = -805406.969084
  nChanged 59
		SP:Iteration 26Q (22731.490000 sec): 3 clusters
  Score: Raw -808357.854582 + Penalty 2913.151895 = -805444.702687
  nChanged 58
		SP:Iteration 27Q (22731.730000 sec): 3 clusters
  Score: Raw -808395.354353 + Penalty 2913.151895 = -805482.202458
  nChanged 45
		SP:Iteration 28Q (22731.920000 sec): 3 clusters
  Score: Raw -808426.641931 + Penalty 2913.151895 = -805513.490036
  nChanged 52
		SP:Iteration 29Q (22732.140000 sec): 3 clusters
  Score: Raw -808461.881691 + Penalty 2913.151895 = -805548.729796
  nChanged 45
		SP:Iteration 30Q (22732.320000 sec): 3 clusters
  Score: Raw -808487.522698 + Penalty 2913.151895 = -805574.370803
  nChanged 37
		SP:Iteration 31Q (22732.530000 sec): 3 clusters
  Score: Raw -808502.585385 + Penalty 2913.151895 = -805589.433490
  nChanged 26
		SP:Iteration 32Q (22732.760000 sec): 3 clusters
  Score: Raw -808514.070008 + Penalty 2913.151895 = -805600.918113
  nChanged 17
		SP:Iteration 33Q (22733.030000 sec): 3 clusters
  Score: Raw -808521.260424 + Penalty 2913.151895 = -805608.108529
  nChanged 11
		SP:Iteration 34Q (22733.260000 sec): 3 clusters
  Score: Raw -808526.197903 + Penalty 2913.151895 = -805613.046008
  nChanged 14
		SP:Iteration 35Q (22733.430000 sec): 3 clusters
  Score: Raw -808535.977706 + Penalty 2913.151895 = -805622.825811
  nChanged 22
		SP:Iteration 36Q (22733.660000 sec): 3 clusters
  Score: Raw -808549.069820 + Penalty 2913.151895 = -805635.917925
  nChanged 23
		SP:Iteration 37Q (22733.900000 sec): 3 clusters
  Score: Raw -808558.868363 + Penalty 2913.151895 = -805645.716469
  nChanged 14
		SP:Iteration 38Q (22734.080000 sec): 3 clusters
  Score: Raw -808566.121862 + Penalty 2913.151895 = -805652.969967
  nChanged 17
		SP:Iteration 39Q (22734.260000 sec): 3 clusters
  Score: Raw -808576.125928 + Penalty 2913.151895 = -805662.974034
  nChanged 12
		SP:Iteration 40F (22734.490000 sec): 3 clusters
  Score: Raw -808580.161560 + Penalty 2913.151895 = -805667.009665
  nChanged 7
		SP:Iteration 41Q (22734.650000 sec): 3 clusters
  Score: Raw -808583.395258 + Penalty 2913.151895 = -805670.243363
  nChanged 8
		SP:Iteration 42Q (22734.860000 sec): 3 clusters
  Score: Raw -808586.078993 + Penalty 2913.151895 = -805672.927098
  nChanged 5
		SP:Iteration 43Q (22735.040000 sec): 3 clusters
  Score: Raw -808587.716623 + Penalty 2913.151895 = -805674.564728
  nChanged 5
		SP:Iteration 44Q (22735.270000 sec): 3 clusters
  Score: Raw -808588.874883 + Penalty 2913.151895 = -805675.722988
  nChanged 2
		SP:Iteration 45Q (22735.540000 sec): 3 clusters
  Score: Raw -808589.772463 + Penalty 2913.151895 = -805676.620568
  nChanged 3
		SP:Iteration 46Q (22735.750000 sec): 3 clusters
  Score: Raw -808590.788956 + Penalty 2913.151895 = -805677.637061
  nChanged 0
		SP:Iteration 47F (22735.940000 sec): 3 clusters
  Score: Raw -808590.788956 + Penalty 2913.151895 = -805677.637061
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 30 (1488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22736.060000 sec): 2 clusters
  Score: Raw -159068.381548 + Penalty 1187.093085 = -157881.288463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22736.340000 sec): 3 clusters
  Score: Raw -158476.203219 + Penalty 2374.186170 = -156102.017049
  nChanged 488
		SP:Iteration 1F (22736.500000 sec): 3 clusters
  Score: Raw -158801.006487 + Penalty 2374.186170 = -156426.820317
  nChanged 98
		SP:Iteration 2F (22736.620000 sec): 3 clusters
  Score: Raw -158876.359476 + Penalty 2374.186170 = -156502.173306
  nChanged 57
		SP:Iteration 3Q (22736.850000 sec): 3 clusters
  Score: Raw -158916.791875 + Penalty 2374.186170 = -156542.605705
  nChanged 31
		SP:Iteration 4Q (22737.000000 sec): 3 clusters
  Score: Raw -158937.817276 + Penalty 2374.186170 = -156563.631106
  nChanged 25
		SP:Iteration 5Q (22737.180000 sec): 3 clusters
  Score: Raw -158954.350168 + Penalty 2374.186170 = -156580.163998
  nChanged 16
		SP:Iteration 6Q (22737.350000 sec): 3 clusters
  Score: Raw -158964.368394 + Penalty 2374.186170 = -156590.182224
  nChanged 13
		SP:Iteration 7Q (22737.520000 sec): 3 clusters
  Score: Raw -158973.346044 + Penalty 2374.186170 = -156599.159874
  nChanged 11
		SP:Iteration 8Q (22737.700000 sec): 3 clusters
  Score: Raw -158978.934732 + Penalty 2374.186170 = -156604.748562
  nChanged 9
		SP:Iteration 9Q (22737.860000 sec): 3 clusters
  Score: Raw -158984.181914 + Penalty 2374.186170 = -156609.995744
  nChanged 6
		SP:Iteration 10Q (22738.000000 sec): 3 clusters
  Score: Raw -158987.957637 + Penalty 2374.186170 = -156613.771467
  nChanged 5
		SP:Iteration 11Q (22738.220000 sec): 3 clusters
  Score: Raw -158992.983297 + Penalty 2374.186170 = -156618.797127
  nChanged 9
		SP:Iteration 12Q (22738.400000 sec): 3 clusters
  Score: Raw -159001.091798 + Penalty 2374.186170 = -156626.905628
  nChanged 14
		SP:Iteration 13Q (22738.570000 sec): 3 clusters
  Score: Raw -159009.854084 + Penalty 2374.186170 = -156635.667914
  nChanged 11
		SP:Iteration 14Q (22738.720000 sec): 3 clusters
  Score: Raw -159016.166277 + Penalty 2374.186170 = -156641.980107
  nChanged 10
		SP:Iteration 15Q (22738.900000 sec): 3 clusters
  Score: Raw -159023.740127 + Penalty 2374.186170 = -156649.553957
  nChanged 10
		SP:Iteration 16Q (22739.110000 sec): 3 clusters
  Score: Raw -159033.684216 + Penalty 2374.186170 = -156659.498046
  nChanged 7
		SP:Iteration 17Q (22739.280000 sec): 3 clusters
  Score: Raw -159039.269813 + Penalty 2374.186170 = -156665.083643
  nChanged 10
		SP:Iteration 18Q (22739.460000 sec): 3 clusters
  Score: Raw -159045.139539 + Penalty 2374.186170 = -156670.953369
  nChanged 8
		SP:Iteration 19Q (22739.640000 sec): 3 clusters
  Score: Raw -159048.298743 + Penalty 2374.186170 = -156674.112573
  nChanged 4
		SP:Iteration 20F (22739.840000 sec): 3 clusters
  Score: Raw -159049.495239 + Penalty 2374.186170 = -156675.309068
  nChanged 1
		SP:Iteration 21Q (22740.070000 sec): 3 clusters
  Score: Raw -159050.000286 + Penalty 2374.186170 = -156675.814116
  nChanged 2
		SP:Iteration 22Q (22740.290000 sec): 3 clusters
  Score: Raw -159051.603795 + Penalty 2374.186170 = -156677.417625
  nChanged 1
		SP:Iteration 23Q (22740.520000 sec): 3 clusters
  Score: Raw -159052.321418 + Penalty 2374.186170 = -156678.135248
  nChanged 1
		SP:Iteration 24Q (22740.680000 sec): 3 clusters
  Score: Raw -159053.006292 + Penalty 2374.186170 = -156678.820122
  nChanged 0
		SP:Iteration 25F (22740.810000 sec): 3 clusters
  Score: Raw -159053.006292 + Penalty 2374.186170 = -156678.820122
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 31 (6957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22740.950000 sec): 2 clusters
  Score: Raw -586387.704478 + Penalty 1437.719339 = -584949.985138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22741.160000 sec): 3 clusters
  Score: Raw -582589.956916 + Penalty 2875.438678 = -579714.518237
  nChanged 2980
		SP:Iteration 1F (22741.460000 sec): 3 clusters
  Score: Raw -584401.538003 + Penalty 2875.438678 = -581526.099325
  nChanged 522
		SP:Iteration 2F (22741.690000 sec): 3 clusters
  Score: Raw -584715.104529 + Penalty 2875.438678 = -581839.665850
  nChanged 427
		SP:Iteration 3F (22741.890000 sec): 3 clusters
  Score: Raw -584971.086754 + Penalty 2875.438678 = -582095.648075
  nChanged 371
		SP:Iteration 4F (22742.120000 sec): 3 clusters
  Score: Raw -585183.584349 + Penalty 2875.438678 = -582308.145671
  nChanged 328
		SP:Iteration 5Q (22742.380000 sec): 3 clusters
  Score: Raw -585373.883687 + Penalty 2875.438678 = -582498.445009
  nChanged 292
		SP:Iteration 6Q (22742.640000 sec): 3 clusters
  Score: Raw -585537.787899 + Penalty 2875.438678 = -582662.349220
  nChanged 255
		SP:Iteration 7Q (22742.890000 sec): 3 clusters
  Score: Raw -585690.625558 + Penalty 2875.438678 = -582815.186879
  nChanged 250
		SP:Iteration 8Q (22743.060000 sec): 3 clusters
  Score: Raw -585849.220549 + Penalty 2875.438678 = -582973.781870
  nChanged 215
		SP:Iteration 9Q (22743.340000 sec): 3 clusters
  Score: Raw -586004.623295 + Penalty 2875.438678 = -583129.184617
  nChanged 203
		SP:Iteration 10Q (22743.490000 sec): 3 clusters
  Score: Raw -586134.831365 + Penalty 2875.438678 = -583259.392687
  nChanged 158
		SP:Iteration 11Q (22743.750000 sec): 3 clusters
  Score: Raw -586229.699896 + Penalty 2875.438678 = -583354.261217
  nChanged 136
		SP:Iteration 12Q (22743.940000 sec): 3 clusters
  Score: Raw -586313.917282 + Penalty 2875.438678 = -583438.478604
  nChanged 119
		SP:Iteration 13Q (22744.180000 sec): 3 clusters
  Score: Raw -586375.380713 + Penalty 2875.438678 = -583499.942035
  nChanged 98
		SP:Iteration 14Q (22744.350000 sec): 3 clusters
  Score: Raw -586423.496025 + Penalty 2875.438678 = -583548.057347
  nChanged 84
		SP:Iteration 15Q (22744.540000 sec): 3 clusters
  Score: Raw -586468.670006 + Penalty 2875.438678 = -583593.231327
  nChanged 88
		SP:Iteration 16Q (22744.780000 sec): 3 clusters
  Score: Raw -586523.677395 + Penalty 2875.438678 = -583648.238717
  nChanged 89
		SP:Iteration 17Q (22744.990000 sec): 3 clusters
  Score: Raw -586572.317577 + Penalty 2875.438678 = -583696.878898
  nChanged 58
		SP:Iteration 18Q (22745.220000 sec): 3 clusters
  Score: Raw -586603.255029 + Penalty 2875.438678 = -583727.816350
  nChanged 49
		SP:Iteration 19Q (22745.400000 sec): 3 clusters
  Score: Raw -586628.505568 + Penalty 2875.438678 = -583753.066889
  nChanged 47
		SP:Iteration 20F (22745.580000 sec): 3 clusters
  Score: Raw -586651.795779 + Penalty 2875.438678 = -583776.357101
  nChanged 42
		SP:Iteration 21Q (22745.760000 sec): 3 clusters
  Score: Raw -586676.350784 + Penalty 2875.438678 = -583800.912106
  nChanged 39
		SP:Iteration 22Q (22746.030000 sec): 3 clusters
  Score: Raw -586697.664236 + Penalty 2875.438678 = -583822.225558
  nChanged 28
		SP:Iteration 23Q (22746.240000 sec): 3 clusters
  Score: Raw -586716.431690 + Penalty 2875.438678 = -583840.993011
  nChanged 29
		SP:Iteration 24Q (22746.420000 sec): 3 clusters
  Score: Raw -586734.445323 + Penalty 2875.438678 = -583859.006645
  nChanged 27
		SP:Iteration 25Q (22746.650000 sec): 3 clusters
  Score: Raw -586748.847267 + Penalty 2875.438678 = -583873.408589
  nChanged 23
		SP:Iteration 26Q (22746.820000 sec): 3 clusters
  Score: Raw -586760.996705 + Penalty 2875.438678 = -583885.558026
  nChanged 20
		SP:Iteration 27Q (22747.010000 sec): 3 clusters
  Score: Raw -586775.563325 + Penalty 2875.438678 = -583900.124647
  nChanged 21
		SP:Iteration 28Q (22747.210000 sec): 3 clusters
  Score: Raw -586789.025843 + Penalty 2875.438678 = -583913.587164
  nChanged 17
		SP:Iteration 29Q (22747.380000 sec): 3 clusters
  Score: Raw -586801.281219 + Penalty 2875.438678 = -583925.842540
  nChanged 15
		SP:Iteration 30Q (22747.560000 sec): 3 clusters
  Score: Raw -586808.940202 + Penalty 2875.438678 = -583933.501524
  nChanged 12
		SP:Iteration 31Q (22747.740000 sec): 3 clusters
  Score: Raw -586816.086351 + Penalty 2875.438678 = -583940.647673
  nChanged 12
		SP:Iteration 32Q (22747.920000 sec): 3 clusters
  Score: Raw -586824.017898 + Penalty 2875.438678 = -583948.579220
  nChanged 10
		SP:Iteration 33Q (22748.120000 sec): 3 clusters
  Score: Raw -586828.176495 + Penalty 2875.438678 = -583952.737817
  nChanged 11
		SP:Iteration 34Q (22748.400000 sec): 3 clusters
  Score: Raw -586833.922771 + Penalty 2875.438678 = -583958.484093
  nChanged 6
		SP:Iteration 35Q (22748.610000 sec): 3 clusters
  Score: Raw -586835.769718 + Penalty 2875.438678 = -583960.331040
  nChanged 3
		SP:Iteration 36Q (22748.760000 sec): 3 clusters
  Score: Raw -586837.163290 + Penalty 2875.438678 = -583961.724611
  nChanged 2
		SP:Iteration 37Q (22748.990000 sec): 3 clusters
  Score: Raw -586837.729474 + Penalty 2875.438678 = -583962.290796
  nChanged 0
		SP:Iteration 38F (22749.200000 sec): 3 clusters
  Score: Raw -586837.729474 + Penalty 2875.438678 = -583962.290796
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 32 (34664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22749.500000 sec): 2 clusters
  Score: Raw -3649100.508748 + Penalty 1698.686757 = -3647401.821991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22749.850000 sec): 3 clusters
  Score: Raw -3627619.352481 + Penalty 3397.373513 = -3624221.978968
  nChanged 15964
		SP:Iteration 1F (22750.210000 sec): 3 clusters
  Score: Raw -3636263.848746 + Penalty 3397.373513 = -3632866.475233
  nChanged 1345
		SP:Iteration 2Q (22750.600000 sec): 3 clusters
  Score: Raw -3636646.293301 + Penalty 3397.373513 = -3633248.919788
  nChanged 1355
		SP:Iteration 3Q (22750.940000 sec): 3 clusters
  Score: Raw -3637016.349420 + Penalty 3397.373513 = -3633618.975907
  nChanged 1305
		SP:Iteration 4Q (22751.340000 sec): 3 clusters
  Score: Raw -3637435.699755 + Penalty 3397.373513 = -3634038.326241
  nChanged 1416
		SP:Iteration 5Q (22751.690000 sec): 3 clusters
  Score: Raw -3638025.017004 + Penalty 3397.373513 = -3634627.643491
  nChanged 1729
		SP:Iteration 6Q (22752.040000 sec): 3 clusters
  Score: Raw -3638962.650418 + Penalty 3397.373513 = -3635565.276905
  nChanged 2046
		SP:Iteration 7F (22752.330000 sec): 3 clusters
  Score: Raw -3640366.212839 + Penalty 3397.373513 = -3636968.839326
  nChanged 2336
		SP:Iteration 8F (22752.670000 sec): 3 clusters
  Score: Raw -3642227.087718 + Penalty 3397.373513 = -3638829.714204
  nChanged 2244
		SP:Iteration 9F (22753.040000 sec): 3 clusters
  Score: Raw -3644118.586945 + Penalty 3397.373513 = -3640721.213432
  nChanged 1851
		SP:Iteration 10F (22753.390000 sec): 3 clusters
  Score: Raw -3645713.622950 + Penalty 3397.373513 = -3642316.249437
  nChanged 1377
		SP:Iteration 11Q (22753.690000 sec): 3 clusters
  Score: Raw -3646898.375183 + Penalty 3397.373513 = -3643501.001670
  nChanged 966
		SP:Iteration 12Q (22753.970000 sec): 3 clusters
  Score: Raw -3647711.343084 + Penalty 3397.373513 = -3644313.969571
  nChanged 718
		SP:Iteration 13Q (22754.310000 sec): 3 clusters
  Score: Raw -3648318.506196 + Penalty 3397.373513 = -3644921.132683
  nChanged 507
		SP:Iteration 14Q (22754.640000 sec): 3 clusters
  Score: Raw -3648772.928366 + Penalty 3397.373513 = -3645375.554852
  nChanged 328
		SP:Iteration 15Q (22754.970000 sec): 3 clusters
  Score: Raw -3649053.905108 + Penalty 3397.373513 = -3645656.531595
  nChanged 172
		SP:Iteration 16Q (22755.310000 sec): 3 clusters
  Score: Raw -3649206.634142 + Penalty 3397.373513 = -3645809.260629
  nChanged 92
		SP:Iteration 17Q (22755.630000 sec): 3 clusters
  Score: Raw -3649293.323385 + Penalty 3397.373513 = -3645895.949872
  nChanged 51
		SP:Iteration 18Q (22755.950000 sec): 3 clusters
  Score: Raw -3649332.643825 + Penalty 3397.373513 = -3645935.270311
  nChanged 33
		SP:Iteration 19Q (22756.240000 sec): 3 clusters
  Score: Raw -3649359.722040 + Penalty 3397.373513 = -3645962.348527
  nChanged 24
		SP:Iteration 20F (22756.550000 sec): 3 clusters
  Score: Raw -3649380.820621 + Penalty 3397.373513 = -3645983.447108
  nChanged 23
		SP:Iteration 21Q (22756.880000 sec): 3 clusters
  Score: Raw -3649398.258783 + Penalty 3397.373513 = -3646000.885270
  nChanged 14
		SP:Iteration 22Q (22757.230000 sec): 3 clusters
  Score: Raw -3649413.952709 + Penalty 3397.373513 = -3646016.579196
  nChanged 15
		SP:Iteration 23Q (22757.590000 sec): 3 clusters
  Score: Raw -3649429.560134 + Penalty 3397.373513 = -3646032.186621
  nChanged 12
		SP:Iteration 24Q (22757.880000 sec): 3 clusters
  Score: Raw -3649441.377946 + Penalty 3397.373513 = -3646044.004433
  nChanged 7
		SP:Iteration 25Q (22758.170000 sec): 3 clusters
  Score: Raw -3649448.480985 + Penalty 3397.373513 = -3646051.107472
  nChanged 7
		SP:Iteration 26Q (22758.490000 sec): 3 clusters
  Score: Raw -3649453.100479 + Penalty 3397.373513 = -3646055.726966
  nChanged 4
		SP:Iteration 27Q (22758.810000 sec): 3 clusters
  Score: Raw -3649455.942970 + Penalty 3397.373513 = -3646058.569457
  nChanged 4
		SP:Iteration 28Q (22759.150000 sec): 3 clusters
  Score: Raw -3649460.080025 + Penalty 3397.373513 = -3646062.706512
  nChanged 3
		SP:Iteration 29Q (22759.520000 sec): 3 clusters
  Score: Raw -3649462.950261 + Penalty 3397.373513 = -3646065.576748
  nChanged 5
		SP:Iteration 30Q (22759.840000 sec): 3 clusters
  Score: Raw -3649467.959613 + Penalty 3397.373513 = -3646070.586100
  nChanged 6
		SP:Iteration 31Q (22760.160000 sec): 3 clusters
  Score: Raw -3649472.511033 + Penalty 3397.373513 = -3646075.137520
  nChanged 3
		SP:Iteration 32Q (22760.430000 sec): 3 clusters
  Score: Raw -3649474.693455 + Penalty 3397.373513 = -3646077.319942
  nChanged 1
		SP:Iteration 33Q (22760.740000 sec): 3 clusters
  Score: Raw -3649475.280773 + Penalty 3397.373513 = -3646077.907260
  nChanged 0
		SP:Iteration 34F (22761.140000 sec): 3 clusters
  Score: Raw -3649475.280773 + Penalty 3397.373513 = -3646077.907260
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 33 (11962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22761.310000 sec): 2 clusters
  Score: Raw -1166866.162606 + Penalty 1525.792164 = -1165340.370442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22761.630000 sec): 3 clusters
  Score: Raw -1159966.353425 + Penalty 3051.584327 = -1156914.769098
  nChanged 5195
		SP:Iteration 1F (22761.880000 sec): 3 clusters
  Score: Raw -1162957.394970 + Penalty 3051.584327 = -1159905.810643
  nChanged 832
		SP:Iteration 2F (22762.130000 sec): 3 clusters
  Score: Raw -1163478.624381 + Penalty 3051.584327 = -1160427.040054
  nChanged 831
		SP:Iteration 3F (22762.390000 sec): 3 clusters
  Score: Raw -1164024.266354 + Penalty 3051.584327 = -1160972.682027
  nChanged 843
		SP:Iteration 4F (22762.610000 sec): 3 clusters
  Score: Raw -1164586.482182 + Penalty 3051.584327 = -1161534.897855
  nChanged 805
		SP:Iteration 5F (22762.860000 sec): 3 clusters
  Score: Raw -1165120.271237 + Penalty 3051.584327 = -1162068.686909
  nChanged 719
		SP:Iteration 6F (22763.140000 sec): 3 clusters
  Score: Raw -1165578.167583 + Penalty 3051.584327 = -1162526.583256
  nChanged 597
		SP:Iteration 7Q (22763.420000 sec): 3 clusters
  Score: Raw -1165946.984127 + Penalty 3051.584327 = -1162895.399800
  nChanged 517
		SP:Iteration 8Q (22763.600000 sec): 3 clusters
  Score: Raw -1166261.370101 + Penalty 3051.584327 = -1163209.785773
  nChanged 450
		SP:Iteration 9Q (22763.840000 sec): 3 clusters
  Score: Raw -1166539.360435 + Penalty 3051.584327 = -1163487.776107
  nChanged 373
		SP:Iteration 10Q (22764.110000 sec): 3 clusters
  Score: Raw -1166719.209440 + Penalty 3051.584327 = -1163667.625112
  nChanged 299
		SP:Iteration 11Q (22764.350000 sec): 3 clusters
  Score: Raw -1166863.425813 + Penalty 3051.584327 = -1163811.841486
  nChanged 279
		SP:Iteration 12Q (22764.630000 sec): 3 clusters
  Score: Raw -1167002.928702 + Penalty 3051.584327 = -1163951.344374
  nChanged 211
		SP:Iteration 13Q (22764.830000 sec): 3 clusters
  Score: Raw -1167097.924680 + Penalty 3051.584327 = -1164046.340353
  nChanged 186
		SP:Iteration 14Q (22765.090000 sec): 3 clusters
  Score: Raw -1167172.651418 + Penalty 3051.584327 = -1164121.067091
  nChanged 176
		SP:Iteration 15Q (22765.340000 sec): 3 clusters
  Score: Raw -1167250.372682 + Penalty 3051.584327 = -1164198.788355
  nChanged 159
		SP:Iteration 16Q (22765.540000 sec): 3 clusters
  Score: Raw -1167321.469329 + Penalty 3051.584327 = -1164269.885002
  nChanged 123
		SP:Iteration 17Q (22765.800000 sec): 3 clusters
  Score: Raw -1167377.794512 + Penalty 3051.584327 = -1164326.210185
  nChanged 108
		SP:Iteration 18Q (22766.070000 sec): 3 clusters
  Score: Raw -1167426.406347 + Penalty 3051.584327 = -1164374.822020
  nChanged 99
		SP:Iteration 19Q (22766.310000 sec): 3 clusters
  Score: Raw -1167466.109144 + Penalty 3051.584327 = -1164414.524816
  nChanged 81
		SP:Iteration 20F (22766.520000 sec): 3 clusters
  Score: Raw -1167504.294311 + Penalty 3051.584327 = -1164452.709984
  nChanged 70
		SP:Iteration 21Q (22766.700000 sec): 3 clusters
  Score: Raw -1167537.791933 + Penalty 3051.584327 = -1164486.207605
  nChanged 65
		SP:Iteration 22Q (22766.940000 sec): 3 clusters
  Score: Raw -1167567.509969 + Penalty 3051.584327 = -1164515.925642
  nChanged 45
		SP:Iteration 23Q (22767.160000 sec): 3 clusters
  Score: Raw -1167589.747547 + Penalty 3051.584327 = -1164538.163220
  nChanged 39
		SP:Iteration 24Q (22767.350000 sec): 3 clusters
  Score: Raw -1167603.431655 + Penalty 3051.584327 = -1164551.847328
  nChanged 28
		SP:Iteration 25Q (22767.590000 sec): 3 clusters
  Score: Raw -1167615.214417 + Penalty 3051.584327 = -1164563.630090
  nChanged 24
		SP:Iteration 26Q (22767.820000 sec): 3 clusters
  Score: Raw -1167626.292709 + Penalty 3051.584327 = -1164574.708382
  nChanged 22
		SP:Iteration 27Q (22768.040000 sec): 3 clusters
  Score: Raw -1167636.160820 + Penalty 3051.584327 = -1164584.576492
  nChanged 18
		SP:Iteration 28Q (22768.320000 sec): 3 clusters
  Score: Raw -1167644.330238 + Penalty 3051.584327 = -1164592.745911
  nChanged 11
		SP:Iteration 29Q (22768.570000 sec): 3 clusters
  Score: Raw -1167649.835250 + Penalty 3051.584327 = -1164598.250923
  nChanged 14
		SP:Iteration 30Q (22768.800000 sec): 3 clusters
  Score: Raw -1167656.467150 + Penalty 3051.584327 = -1164604.882823
  nChanged 12
		SP:Iteration 31Q (22769.020000 sec): 3 clusters
  Score: Raw -1167663.800026 + Penalty 3051.584327 = -1164612.215699
  nChanged 13
		SP:Iteration 32Q (22769.270000 sec): 3 clusters
  Score: Raw -1167672.759949 + Penalty 3051.584327 = -1164621.175621
  nChanged 19
		SP:Iteration 33Q (22769.480000 sec): 3 clusters
  Score: Raw -1167683.979234 + Penalty 3051.584327 = -1164632.394907
  nChanged 16
		SP:Iteration 34Q (22769.740000 sec): 3 clusters
  Score: Raw -1167692.513713 + Penalty 3051.584327 = -1164640.929386
  nChanged 16
		SP:Iteration 35Q (22769.980000 sec): 3 clusters
  Score: Raw -1167698.035695 + Penalty 3051.584327 = -1164646.451368
  nChanged 12
		SP:Iteration 36Q (22770.190000 sec): 3 clusters
  Score: Raw -1167704.529255 + Penalty 3051.584327 = -1164652.944928
  nChanged 6
		SP:Iteration 37Q (22770.470000 sec): 3 clusters
  Score: Raw -1167706.974653 + Penalty 3051.584327 = -1164655.390326
  nChanged 6
		SP:Iteration 38Q (22770.700000 sec): 3 clusters
  Score: Raw -1167708.376512 + Penalty 3051.584327 = -1164656.792185
  nChanged 3
		SP:Iteration 39Q (22770.890000 sec): 3 clusters
  Score: Raw -1167709.812485 + Penalty 3051.584327 = -1164658.228158
  nChanged 2
		SP:Iteration 40F (22771.150000 sec): 3 clusters
  Score: Raw -1167710.408279 + Penalty 3051.584327 = -1164658.823952
  nChanged 1
		SP:Iteration 41Q (22771.340000 sec): 3 clusters
  Score: Raw -1167710.645810 + Penalty 3051.584327 = -1164659.061483
  nChanged 2
		SP:Iteration 42Q (22771.550000 sec): 3 clusters
  Score: Raw -1167711.306941 + Penalty 3051.584327 = -1164659.722614
  nChanged 1
		SP:Iteration 43Q (22771.800000 sec): 3 clusters
  Score: Raw -1167711.601248 + Penalty 3051.584327 = -1164660.016921
  nChanged 1
		SP:Iteration 44Q (22772.010000 sec): 3 clusters
  Score: Raw -1167712.357429 + Penalty 3051.584327 = -1164660.773102
  nChanged 2
		SP:Iteration 45Q (22772.240000 sec): 3 clusters
  Score: Raw -1167713.043907 + Penalty 3051.584327 = -1164661.459579
  nChanged 2
		SP:Iteration 46Q (22772.500000 sec): 3 clusters
  Score: Raw -1167713.635451 + Penalty 3051.584327 = -1164662.051124
  nChanged 3
		SP:Iteration 47Q (22772.790000 sec): 3 clusters
  Score: Raw -1167714.398770 + Penalty 3051.584327 = -1164662.814442
  nChanged 0
		SP:Iteration 48F (22773.050000 sec): 3 clusters
  Score: Raw -1167714.398770 + Penalty 3051.584327 = -1164662.814442
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 34 (9518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22773.150000 sec): 2 clusters
  Score: Raw -1003968.248345 + Penalty 1488.652754 = -1002479.595592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22773.360000 sec): 3 clusters
  Score: Raw -998574.105852 + Penalty 2977.305507 = -995596.800345
  nChanged 4099
		SP:Iteration 1F (22773.540000 sec): 3 clusters
  Score: Raw -1000725.992731 + Penalty 2977.305507 = -997748.687224
  nChanged 546
		SP:Iteration 2F (22773.720000 sec): 3 clusters
  Score: Raw -1000934.773920 + Penalty 2977.305507 = -997957.468412
  nChanged 442
		SP:Iteration 3Q (22773.940000 sec): 3 clusters
  Score: Raw -1001109.338632 + Penalty 2977.305507 = -998132.033125
  nChanged 370
		SP:Iteration 4Q (22774.140000 sec): 3 clusters
  Score: Raw -1001240.390133 + Penalty 2977.305507 = -998263.084626
  nChanged 326
		SP:Iteration 5Q (22774.330000 sec): 3 clusters
  Score: Raw -1001353.424388 + Penalty 2977.305507 = -998376.118881
  nChanged 302
		SP:Iteration 6Q (22774.530000 sec): 3 clusters
  Score: Raw -1001462.869277 + Penalty 2977.305507 = -998485.563770
  nChanged 296
		SP:Iteration 7Q (22774.700000 sec): 3 clusters
  Score: Raw -1001568.487287 + Penalty 2977.305507 = -998591.181780
  nChanged 269
		SP:Iteration 8Q (22774.900000 sec): 3 clusters
  Score: Raw -1001670.641808 + Penalty 2977.305507 = -998693.336301
  nChanged 291
		SP:Iteration 9Q (22775.080000 sec): 3 clusters
  Score: Raw -1001808.351274 + Penalty 2977.305507 = -998831.045767
  nChanged 339
		SP:Iteration 10Q (22775.260000 sec): 3 clusters
  Score: Raw -1001976.758127 + Penalty 2977.305507 = -998999.452620
  nChanged 336
		SP:Iteration 11Q (22775.450000 sec): 3 clusters
  Score: Raw -1002155.728108 + Penalty 2977.305507 = -999178.422601
  nChanged 344
		SP:Iteration 12Q (22775.690000 sec): 3 clusters
  Score: Raw -1002343.787339 + Penalty 2977.305507 = -999366.481831
  nChanged 353
		SP:Iteration 13Q (22775.900000 sec): 3 clusters
  Score: Raw -1002551.910656 + Penalty 2977.305507 = -999574.605149
  nChanged 361
		SP:Iteration 14Q (22776.230000 sec): 3 clusters
  Score: Raw -1002761.845434 + Penalty 2977.305507 = -999784.539926
  nChanged 300
		SP:Iteration 15Q (22776.430000 sec): 3 clusters
  Score: Raw -1002917.607103 + Penalty 2977.305507 = -999940.301596
  nChanged 264
		SP:Iteration 16Q (22776.670000 sec): 3 clusters
  Score: Raw -1003060.316399 + Penalty 2977.305507 = -1000083.010892
  nChanged 225
		SP:Iteration 17Q (22776.900000 sec): 3 clusters
  Score: Raw -1003169.536006 + Penalty 2977.305507 = -1000192.230499
  nChanged 184
		SP:Iteration 18Q (22777.080000 sec): 3 clusters
  Score: Raw -1003251.010280 + Penalty 2977.305507 = -1000273.704773
  nChanged 169
		SP:Iteration 19Q (22777.290000 sec): 3 clusters
  Score: Raw -1003331.812778 + Penalty 2977.305507 = -1000354.507271
  nChanged 150
		SP:Iteration 20F (22777.500000 sec): 3 clusters
  Score: Raw -1003398.758019 + Penalty 2977.305507 = -1000421.452512
  nChanged 132
		SP:Iteration 21Q (22777.710000 sec): 3 clusters
  Score: Raw -1003460.382002 + Penalty 2977.305507 = -1000483.076495
  nChanged 127
		SP:Iteration 22Q (22777.940000 sec): 3 clusters
  Score: Raw -1003511.765872 + Penalty 2977.305507 = -1000534.460365
  nChanged 101
		SP:Iteration 23Q (22778.170000 sec): 3 clusters
  Score: Raw -1003552.289994 + Penalty 2977.305507 = -1000574.984487
  nChanged 101
		SP:Iteration 24Q (22778.410000 sec): 3 clusters
  Score: Raw -1003598.457561 + Penalty 2977.305507 = -1000621.152054
  nChanged 99
		SP:Iteration 25Q (22778.630000 sec): 3 clusters
  Score: Raw -1003639.221562 + Penalty 2977.305507 = -1000661.916055
  nChanged 85
		SP:Iteration 26Q (22778.840000 sec): 3 clusters
  Score: Raw -1003675.155917 + Penalty 2977.305507 = -1000697.850410
  nChanged 75
		SP:Iteration 27Q (22779.060000 sec): 3 clusters
  Score: Raw -1003706.341203 + Penalty 2977.305507 = -1000729.035696
  nChanged 69
		SP:Iteration 28Q (22779.260000 sec): 3 clusters
  Score: Raw -1003734.054526 + Penalty 2977.305507 = -1000756.749019
  nChanged 71
		SP:Iteration 29Q (22779.450000 sec): 3 clusters
  Score: Raw -1003763.992443 + Penalty 2977.305507 = -1000786.686936
  nChanged 71
		SP:Iteration 30Q (22779.670000 sec): 3 clusters
  Score: Raw -1003789.970676 + Penalty 2977.305507 = -1000812.665169
  nChanged 61
		SP:Iteration 31Q (22779.920000 sec): 3 clusters
  Score: Raw -1003810.446472 + Penalty 2977.305507 = -1000833.140965
  nChanged 49
		SP:Iteration 32Q (22780.100000 sec): 3 clusters
  Score: Raw -1003827.202148 + Penalty 2977.305507 = -1000849.896641
  nChanged 45
		SP:Iteration 33Q (22780.340000 sec): 3 clusters
  Score: Raw -1003841.390284 + Penalty 2977.305507 = -1000864.084777
  nChanged 36
		SP:Iteration 34Q (22780.620000 sec): 3 clusters
  Score: Raw -1003852.596991 + Penalty 2977.305507 = -1000875.291484
  nChanged 33
		SP:Iteration 35Q (22780.850000 sec): 3 clusters
  Score: Raw -1003862.108602 + Penalty 2977.305507 = -1000884.803095
  nChanged 32
		SP:Iteration 36Q (22781.110000 sec): 3 clusters
  Score: Raw -1003871.753141 + Penalty 2977.305507 = -1000894.447634
  nChanged 36
		SP:Iteration 37Q (22781.330000 sec): 3 clusters
  Score: Raw -1003887.483587 + Penalty 2977.305507 = -1000910.178080
  nChanged 40
		SP:Iteration 38Q (22781.490000 sec): 3 clusters
  Score: Raw -1003903.309326 + Penalty 2977.305507 = -1000926.003819
  nChanged 41
		SP:Iteration 39Q (22781.720000 sec): 3 clusters
  Score: Raw -1003916.388301 + Penalty 2977.305507 = -1000939.082794
  nChanged 36
		SP:Iteration 40F (22781.930000 sec): 3 clusters
  Score: Raw -1003929.911220 + Penalty 2977.305507 = -1000952.605713
  nChanged 31
		SP:Iteration 41Q (22782.090000 sec): 3 clusters
  Score: Raw -1003939.349587 + Penalty 2977.305507 = -1000962.044080
  nChanged 28
		SP:Iteration 42Q (22782.350000 sec): 3 clusters
  Score: Raw -1003947.132143 + Penalty 2977.305507 = -1000969.826636
  nChanged 18
		SP:Iteration 43Q (22782.530000 sec): 3 clusters
  Score: Raw -1003951.442482 + Penalty 2977.305507 = -1000974.136975
  nChanged 17
		SP:Iteration 44Q (22782.720000 sec): 3 clusters
  Score: Raw -1003956.186110 + Penalty 2977.305507 = -1000978.880603
  nChanged 22
		SP:Iteration 45Q (22782.900000 sec): 3 clusters
  Score: Raw -1003961.666611 + Penalty 2977.305507 = -1000984.361104
  nChanged 29
		SP:Iteration 46Q (22783.110000 sec): 3 clusters
  Score: Raw -1003971.461355 + Penalty 2977.305507 = -1000994.155848
  nChanged 23
		SP:Iteration 47Q (22783.340000 sec): 3 clusters
  Score: Raw -1003980.306493 + Penalty 2977.305507 = -1001003.000986
  nChanged 24
		SP:Iteration 48Q (22783.550000 sec): 3 clusters
  Score: Raw -1003990.534913 + Penalty 2977.305507 = -1001013.229406
  nChanged 22
		SP:Iteration 49Q (22783.730000 sec): 3 clusters
  Score: Raw -1003997.970699 + Penalty 2977.305507 = -1001020.665192
  nChanged 17
		SP:Iteration 50Q (22783.890000 sec): 3 clusters
  Score: Raw -1004004.262201 + Penalty 2977.305507 = -1001026.956694
  nChanged 21
		SP:Iteration 51Q (22784.090000 sec): 3 clusters
  Score: Raw -1004012.094600 + Penalty 2977.305507 = -1001034.789093
  nChanged 16
		SP:Iteration 52Q (22784.340000 sec): 3 clusters
  Score: Raw -1004018.057944 + Penalty 2977.305507 = -1001040.752437
  nChanged 21
		SP:Iteration 53Q (22784.580000 sec): 3 clusters
  Score: Raw -1004024.284032 + Penalty 2977.305507 = -1001046.978525
  nChanged 12
		SP:Iteration 54Q (22784.850000 sec): 3 clusters
  Score: Raw -1004029.182730 + Penalty 2977.305507 = -1001051.877223
  nChanged 15
		SP:Iteration 55Q (22785.070000 sec): 3 clusters
  Score: Raw -1004035.489313 + Penalty 2977.305507 = -1001058.183806
  nChanged 21
		SP:Iteration 56Q (22785.270000 sec): 3 clusters
  Score: Raw -1004044.004906 + Penalty 2977.305507 = -1001066.699399
  nChanged 23
		SP:Iteration 57Q (22785.560000 sec): 3 clusters
  Score: Raw -1004053.839280 + Penalty 2977.305507 = -1001076.533773
  nChanged 18
		SP:Iteration 58Q (22785.800000 sec): 3 clusters
  Score: Raw -1004062.944061 + Penalty 2977.305507 = -1001085.638554
  nChanged 20
		SP:Iteration 59Q (22786.100000 sec): 3 clusters
  Score: Raw -1004071.210895 + Penalty 2977.305507 = -1001093.905388
  nChanged 24
		SP:Iteration 60F (22786.340000 sec): 3 clusters
  Score: Raw -1004081.500626 + Penalty 2977.305507 = -1001104.195119
  nChanged 17
		SP:Iteration 61Q (22786.560000 sec): 3 clusters
  Score: Raw -1004088.444261 + Penalty 2977.305507 = -1001111.138754
  nChanged 16
		SP:Iteration 62Q (22786.750000 sec): 3 clusters
  Score: Raw -1004094.259081 + Penalty 2977.305507 = -1001116.953574
  nChanged 8
		SP:Iteration 63Q (22787.000000 sec): 3 clusters
  Score: Raw -1004096.710295 + Penalty 2977.305507 = -1001119.404788
  nChanged 8
		SP:Iteration 64Q (22787.180000 sec): 3 clusters
  Score: Raw -1004099.417679 + Penalty 2977.305507 = -1001122.112172
  nChanged 11
		SP:Iteration 65Q (22787.430000 sec): 3 clusters
  Score: Raw -1004103.371644 + Penalty 2977.305507 = -1001126.066137
  nChanged 12
		SP:Iteration 66Q (22787.610000 sec): 3 clusters
  Score: Raw -1004107.882572 + Penalty 2977.305507 = -1001130.577065
  nChanged 5
		SP:Iteration 67Q (22787.810000 sec): 3 clusters
  Score: Raw -1004109.447889 + Penalty 2977.305507 = -1001132.142382
  nChanged 6
		SP:Iteration 68Q (22788.020000 sec): 3 clusters
  Score: Raw -1004112.438793 + Penalty 2977.305507 = -1001135.133286
  nChanged 8
		SP:Iteration 69Q (22788.270000 sec): 3 clusters
  Score: Raw -1004116.424068 + Penalty 2977.305507 = -1001139.118561
  nChanged 11
		SP:Iteration 70Q (22788.450000 sec): 3 clusters
  Score: Raw -1004121.722530 + Penalty 2977.305507 = -1001144.417023
  nChanged 9
		SP:Iteration 71Q (22788.650000 sec): 3 clusters
  Score: Raw -1004125.549575 + Penalty 2977.305507 = -1001148.244068
  nChanged 9
		SP:Iteration 72Q (22788.880000 sec): 3 clusters
  Score: Raw -1004128.181008 + Penalty 2977.305507 = -1001150.875501
  nChanged 6
		SP:Iteration 73Q (22789.070000 sec): 3 clusters
  Score: Raw -1004131.324800 + Penalty 2977.305507 = -1001154.019293
  nChanged 9
		SP:Iteration 74Q (22789.300000 sec): 3 clusters
  Score: Raw -1004134.694698 + Penalty 2977.305507 = -1001157.389191
  nChanged 7
		SP:Iteration 75Q (22789.510000 sec): 3 clusters
  Score: Raw -1004137.911225 + Penalty 2977.305507 = -1001160.605718
  nChanged 8
		SP:Iteration 76Q (22789.710000 sec): 3 clusters
  Score: Raw -1004141.080179 + Penalty 2977.305507 = -1001163.774672
  nChanged 12
		SP:Iteration 77Q (22789.920000 sec): 3 clusters
  Score: Raw -1004146.509663 + Penalty 2977.305507 = -1001169.204156
  nChanged 9
		SP:Iteration 78Q (22790.190000 sec): 3 clusters
  Score: Raw -1004150.755713 + Penalty 2977.305507 = -1001173.450206
  nChanged 10
		SP:Iteration 79Q (22790.370000 sec): 3 clusters
  Score: Raw -1004155.546557 + Penalty 2977.305507 = -1001178.241050
  nChanged 7
		SP:Iteration 80F (22790.630000 sec): 3 clusters
  Score: Raw -1004158.495481 + Penalty 2977.305507 = -1001181.189974
  nChanged 7
		SP:Iteration 81Q (22790.890000 sec): 3 clusters
  Score: Raw -1004161.341847 + Penalty 2977.305507 = -1001184.036340
  nChanged 4
		SP:Iteration 82Q (22791.120000 sec): 3 clusters
  Score: Raw -1004162.659982 + Penalty 2977.305507 = -1001185.354475
  nChanged 3
		SP:Iteration 83Q (22791.340000 sec): 3 clusters
  Score: Raw -1004163.629655 + Penalty 2977.305507 = -1001186.324148
  nChanged 4
		SP:Iteration 84Q (22791.530000 sec): 3 clusters
  Score: Raw -1004165.260678 + Penalty 2977.305507 = -1001187.955171
  nChanged 3
		SP:Iteration 85Q (22791.760000 sec): 3 clusters
  Score: Raw -1004165.997585 + Penalty 2977.305507 = -1001188.692078
  nChanged 2
		SP:Iteration 86Q (22792.020000 sec): 3 clusters
  Score: Raw -1004166.752223 + Penalty 2977.305507 = -1001189.446716
  nChanged 2
		SP:Iteration 87Q (22792.270000 sec): 3 clusters
  Score: Raw -1004167.592442 + Penalty 2977.305507 = -1001190.286935
  nChanged 0
		SP:Iteration 88F (22792.490000 sec): 3 clusters
  Score: Raw -1004167.592442 + Penalty 2977.305507 = -1001190.286935
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 35 (2250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22792.630000 sec): 2 clusters
  Score: Raw -213250.414854 + Penalty 1254.286393 = -211996.128461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22792.800000 sec): 3 clusters
  Score: Raw -212259.689027 + Penalty 2508.572786 = -209751.116241
  nChanged 822
		SP:Iteration 1F (22793.020000 sec): 3 clusters
  Score: Raw -212780.436847 + Penalty 2508.572786 = -210271.864062
  nChanged 201
		SP:Iteration 2F (22793.200000 sec): 3 clusters
  Score: Raw -212951.138105 + Penalty 2508.572786 = -210442.565319
  nChanged 147
		SP:Iteration 3F (22793.360000 sec): 3 clusters
  Score: Raw -213063.018316 + Penalty 2508.572786 = -210554.445530
  nChanged 92
		SP:Iteration 4Q (22793.540000 sec): 3 clusters
  Score: Raw -213120.765385 + Penalty 2508.572786 = -210612.192599
  nChanged 67
		SP:Iteration 5Q (22793.760000 sec): 3 clusters
  Score: Raw -213164.631261 + Penalty 2508.572786 = -210656.058475
  nChanged 48
		SP:Iteration 6Q (22793.920000 sec): 3 clusters
  Score: Raw -213193.835324 + Penalty 2508.572786 = -210685.262538
  nChanged 49
		SP:Iteration 7Q (22794.110000 sec): 3 clusters
  Score: Raw -213227.127862 + Penalty 2508.572786 = -210718.555076
  nChanged 44
		SP:Iteration 8Q (22794.270000 sec): 3 clusters
  Score: Raw -213253.833684 + Penalty 2508.572786 = -210745.260898
  nChanged 34
		SP:Iteration 9Q (22794.450000 sec): 3 clusters
  Score: Raw -213274.523163 + Penalty 2508.572786 = -210765.950377
  nChanged 24
		SP:Iteration 10Q (22794.630000 sec): 3 clusters
  Score: Raw -213294.316610 + Penalty 2508.572786 = -210785.743824
  nChanged 23
		SP:Iteration 11Q (22794.790000 sec): 3 clusters
  Score: Raw -213305.896669 + Penalty 2508.572786 = -210797.323883
  nChanged 18
		SP:Iteration 12Q (22794.940000 sec): 3 clusters
  Score: Raw -213316.315107 + Penalty 2508.572786 = -210807.742321
  nChanged 19
		SP:Iteration 13Q (22795.120000 sec): 3 clusters
  Score: Raw -213329.665681 + Penalty 2508.572786 = -210821.092895
  nChanged 12
		SP:Iteration 14Q (22795.300000 sec): 3 clusters
  Score: Raw -213335.573037 + Penalty 2508.572786 = -210827.000251
  nChanged 9
		SP:Iteration 15Q (22795.480000 sec): 3 clusters
  Score: Raw -213339.084981 + Penalty 2508.572786 = -210830.512195
  nChanged 11
		SP:Iteration 16Q (22795.660000 sec): 3 clusters
  Score: Raw -213343.741542 + Penalty 2508.572786 = -210835.168756
  nChanged 7
		SP:Iteration 17Q (22795.870000 sec): 3 clusters
  Score: Raw -213347.003596 + Penalty 2508.572786 = -210838.430810
  nChanged 10
		SP:Iteration 18Q (22796.030000 sec): 3 clusters
  Score: Raw -213352.281389 + Penalty 2508.572786 = -210843.708603
  nChanged 8
		SP:Iteration 19Q (22796.170000 sec): 3 clusters
  Score: Raw -213358.184275 + Penalty 2508.572786 = -210849.611489
  nChanged 9
		SP:Iteration 20F (22796.390000 sec): 3 clusters
  Score: Raw -213363.990018 + Penalty 2508.572786 = -210855.417232
  nChanged 6
		SP:Iteration 21Q (22796.600000 sec): 3 clusters
  Score: Raw -213368.551644 + Penalty 2508.572786 = -210859.978858
  nChanged 12
		SP:Iteration 22Q (22796.820000 sec): 3 clusters
  Score: Raw -213374.149346 + Penalty 2508.572786 = -210865.576561
  nChanged 6
		SP:Iteration 23Q (22796.980000 sec): 3 clusters
  Score: Raw -213376.226527 + Penalty 2508.572786 = -210867.653741
  nChanged 4
		SP:Iteration 24Q (22797.200000 sec): 3 clusters
  Score: Raw -213378.391111 + Penalty 2508.572786 = -210869.818325
  nChanged 4
		SP:Iteration 25Q (22797.390000 sec): 3 clusters
  Score: Raw -213380.978126 + Penalty 2508.572786 = -210872.405340
  nChanged 5
		SP:Iteration 26Q (22797.590000 sec): 3 clusters
  Score: Raw -213383.086594 + Penalty 2508.572786 = -210874.513808
  nChanged 6
		SP:Iteration 27Q (22797.780000 sec): 3 clusters
  Score: Raw -213385.934486 + Penalty 2508.572786 = -210877.361700
  nChanged 9
		SP:Iteration 28Q (22797.940000 sec): 3 clusters
  Score: Raw -213390.280399 + Penalty 2508.572786 = -210881.707613
  nChanged 12
		SP:Iteration 29Q (22798.080000 sec): 3 clusters
  Score: Raw -213394.314549 + Penalty 2508.572786 = -210885.741763
  nChanged 4
		SP:Iteration 30Q (22798.230000 sec): 3 clusters
  Score: Raw -213396.367440 + Penalty 2508.572786 = -210887.794654
  nChanged 5
		SP:Iteration 31Q (22798.370000 sec): 3 clusters
  Score: Raw -213398.687197 + Penalty 2508.572786 = -210890.114411
  nChanged 4
		SP:Iteration 32Q (22798.520000 sec): 3 clusters
  Score: Raw -213401.327199 + Penalty 2508.572786 = -210892.754413
  nChanged 4
		SP:Iteration 33Q (22798.660000 sec): 3 clusters
  Score: Raw -213403.408628 + Penalty 2508.572786 = -210894.835842
  nChanged 4
		SP:Iteration 34Q (22798.800000 sec): 3 clusters
  Score: Raw -213406.387987 + Penalty 2508.572786 = -210897.815201
  nChanged 6
		SP:Iteration 35Q (22798.960000 sec): 3 clusters
  Score: Raw -213408.998206 + Penalty 2508.572786 = -210900.425420
  nChanged 9
		SP:Iteration 36Q (22799.070000 sec): 3 clusters
  Score: Raw -213411.634236 + Penalty 2508.572786 = -210903.061450
  nChanged 4
		SP:Iteration 37Q (22799.190000 sec): 3 clusters
  Score: Raw -213413.593689 + Penalty 2508.572786 = -210905.020903
  nChanged 5
		SP:Iteration 38Q (22799.310000 sec): 3 clusters
  Score: Raw -213417.308797 + Penalty 2508.572786 = -210908.736011
  nChanged 2
		SP:Iteration 39Q (22799.480000 sec): 3 clusters
  Score: Raw -213417.655030 + Penalty 2508.572786 = -210909.082244
  nChanged 1
		SP:Iteration 40F (22799.640000 sec): 3 clusters
  Score: Raw -213417.917247 + Penalty 2508.572786 = -210909.344461
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 36 (2248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22799.760000 sec): 2 clusters
  Score: Raw -203165.538640 + Penalty 1254.141884 = -201911.396756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22799.980000 sec): 3 clusters
  Score: Raw -202173.389081 + Penalty 2508.283769 = -199665.105312
  nChanged 806
		SP:Iteration 1F (22800.180000 sec): 3 clusters
  Score: Raw -202703.746014 + Penalty 2508.283769 = -200195.462246
  nChanged 169
		SP:Iteration 2F (22800.370000 sec): 3 clusters
  Score: Raw -202813.373992 + Penalty 2508.283769 = -200305.090223
  nChanged 112
		SP:Iteration 3Q (22800.560000 sec): 3 clusters
  Score: Raw -202893.824663 + Penalty 2508.283769 = -200385.540895
  nChanged 100
		SP:Iteration 4Q (22800.760000 sec): 3 clusters
  Score: Raw -202980.586314 + Penalty 2508.283769 = -200472.302545
  nChanged 92
		SP:Iteration 5Q (22800.970000 sec): 3 clusters
  Score: Raw -203053.397676 + Penalty 2508.283769 = -200545.113908
  nChanged 81
		SP:Iteration 6Q (22801.180000 sec): 3 clusters
  Score: Raw -203116.021627 + Penalty 2508.283769 = -200607.737858
  nChanged 72
		SP:Iteration 7Q (22801.360000 sec): 3 clusters
  Score: Raw -203167.100800 + Penalty 2508.283769 = -200658.817031
  nChanged 51
		SP:Iteration 8Q (22801.540000 sec): 3 clusters
  Score: Raw -203211.726031 + Penalty 2508.283769 = -200703.442262
  nChanged 57
		SP:Iteration 9Q (22801.700000 sec): 3 clusters
  Score: Raw -203242.751867 + Penalty 2508.283769 = -200734.468098
  nChanged 29
		SP:Iteration 10Q (22801.880000 sec): 3 clusters
  Score: Raw -203259.222272 + Penalty 2508.283769 = -200750.938504
  nChanged 26
		SP:Iteration 11Q (22802.050000 sec): 3 clusters
  Score: Raw -203268.939943 + Penalty 2508.283769 = -200760.656175
  nChanged 15
		SP:Iteration 12Q (22802.180000 sec): 3 clusters
  Score: Raw -203276.761523 + Penalty 2508.283769 = -200768.477754
  nChanged 13
		SP:Iteration 13Q (22802.320000 sec): 3 clusters
  Score: Raw -203287.587849 + Penalty 2508.283769 = -200779.304080
  nChanged 15
		SP:Iteration 14Q (22802.490000 sec): 3 clusters
  Score: Raw -203294.890934 + Penalty 2508.283769 = -200786.607165
  nChanged 19
		SP:Iteration 15Q (22802.660000 sec): 3 clusters
  Score: Raw -203303.570899 + Penalty 2508.283769 = -200795.287130
  nChanged 19
		SP:Iteration 16Q (22802.820000 sec): 3 clusters
  Score: Raw -203311.174107 + Penalty 2508.283769 = -200802.890338
  nChanged 18
		SP:Iteration 17Q (22802.990000 sec): 3 clusters
  Score: Raw -203320.371396 + Penalty 2508.283769 = -200812.087627
  nChanged 19
		SP:Iteration 18Q (22803.150000 sec): 3 clusters
  Score: Raw -203327.563836 + Penalty 2508.283769 = -200819.280068
  nChanged 15
		SP:Iteration 19Q (22803.350000 sec): 3 clusters
  Score: Raw -203334.112851 + Penalty 2508.283769 = -200825.829082
  nChanged 7
		SP:Iteration 20F (22803.520000 sec): 3 clusters
  Score: Raw -203339.228482 + Penalty 2508.283769 = -200830.944713
  nChanged 10
		SP:Iteration 21Q (22803.720000 sec): 3 clusters
  Score: Raw -203348.211765 + Penalty 2508.283769 = -200839.927997
  nChanged 16
		SP:Iteration 22Q (22803.890000 sec): 3 clusters
  Score: Raw -203359.905897 + Penalty 2508.283769 = -200851.622129
  nChanged 18
		SP:Iteration 23Q (22804.060000 sec): 3 clusters
  Score: Raw -203376.995998 + Penalty 2508.283769 = -200868.712229
  nChanged 25
		SP:Iteration 24Q (22804.230000 sec): 3 clusters
  Score: Raw -203391.944427 + Penalty 2508.283769 = -200883.660658
  nChanged 26
		SP:Iteration 25Q (22804.430000 sec): 3 clusters
  Score: Raw -203409.554075 + Penalty 2508.283769 = -200901.270306
  nChanged 19
		SP:Iteration 26Q (22804.580000 sec): 3 clusters
  Score: Raw -203419.494785 + Penalty 2508.283769 = -200911.211017
  nChanged 14
		SP:Iteration 27Q (22804.810000 sec): 3 clusters
  Score: Raw -203427.391769 + Penalty 2508.283769 = -200919.108000
  nChanged 14
		SP:Iteration 28Q (22805.040000 sec): 3 clusters
  Score: Raw -203434.405622 + Penalty 2508.283769 = -200926.121853
  nChanged 12
		SP:Iteration 29Q (22805.180000 sec): 3 clusters
  Score: Raw -203440.104231 + Penalty 2508.283769 = -200931.820463
  nChanged 12
		SP:Iteration 30Q (22805.380000 sec): 3 clusters
  Score: Raw -203445.570726 + Penalty 2508.283769 = -200937.286958
  nChanged 17
		SP:Iteration 31Q (22805.540000 sec): 3 clusters
  Score: Raw -203455.903777 + Penalty 2508.283769 = -200947.620008
  nChanged 14
		SP:Iteration 32Q (22805.720000 sec): 3 clusters
  Score: Raw -203465.280235 + Penalty 2508.283769 = -200956.996467
  nChanged 20
		SP:Iteration 33Q (22805.880000 sec): 3 clusters
  Score: Raw -203480.901901 + Penalty 2508.283769 = -200972.618133
  nChanged 12
		SP:Iteration 34Q (22806.040000 sec): 3 clusters
  Score: Raw -203490.907587 + Penalty 2508.283769 = -200982.623819
  nChanged 13
		SP:Iteration 35Q (22806.240000 sec): 3 clusters
  Score: Raw -203500.351999 + Penalty 2508.283769 = -200992.068230
  nChanged 11
		SP:Iteration 36Q (22806.400000 sec): 3 clusters
  Score: Raw -203509.083693 + Penalty 2508.283769 = -201000.799924
  nChanged 15
		SP:Iteration 37Q (22806.590000 sec): 3 clusters
  Score: Raw -203517.253107 + Penalty 2508.283769 = -201008.969338
  nChanged 11
		SP:Iteration 38Q (22806.760000 sec): 3 clusters
  Score: Raw -203525.056624 + Penalty 2508.283769 = -201016.772855
  nChanged 11
		SP:Iteration 39Q (22806.930000 sec): 3 clusters
  Score: Raw -203532.917689 + Penalty 2508.283769 = -201024.633920
  nChanged 11
		SP:Iteration 40F (22807.110000 sec): 3 clusters
  Score: Raw -203544.752587 + Penalty 2508.283769 = -201036.468819
  nChanged 18
		SP:Iteration 41Q (22807.300000 sec): 3 clusters
  Score: Raw -203557.321287 + Penalty 2508.283769 = -201049.037519
  nChanged 12
		SP:Iteration 42Q (22807.460000 sec): 3 clusters
  Score: Raw -203564.073869 + Penalty 2508.283769 = -201055.790101
  nChanged 5
		SP:Iteration 43Q (22807.640000 sec): 3 clusters
  Score: Raw -203567.469951 + Penalty 2508.283769 = -201059.186182
  nChanged 5
		SP:Iteration 44Q (22807.830000 sec): 3 clusters
  Score: Raw -203569.281724 + Penalty 2508.283769 = -201060.997955
  nChanged 4
		SP:Iteration 45Q (22808.010000 sec): 3 clusters
  Score: Raw -203571.647234 + Penalty 2508.283769 = -201063.363466
  nChanged 5
		SP:Iteration 46Q (22808.210000 sec): 3 clusters
  Score: Raw -203573.269359 + Penalty 2508.283769 = -201064.985590
  nChanged 3
		SP:Iteration 47Q (22808.400000 sec): 3 clusters
  Score: Raw -203574.095498 + Penalty 2508.283769 = -201065.811729
  nChanged 2
		SP:Iteration 48Q (22808.600000 sec): 3 clusters
  Score: Raw -203575.066222 + Penalty 2508.283769 = -201066.782453
  nChanged 0
		SP:Iteration 49F (22808.750000 sec): 3 clusters
  Score: Raw -203575.066222 + Penalty 2508.283769 = -201066.782453
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 37 (1673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22808.830000 sec): 2 clusters
  Score: Raw -146468.056100 + Penalty 1206.135726 = -145261.920374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22809.010000 sec): 3 clusters
  Score: Raw -145818.702015 + Penalty 2412.271453 = -143406.430562
  nChanged 570
		SP:Iteration 1F (22809.220000 sec): 3 clusters
  Score: Raw -146327.541629 + Penalty 2412.271453 = -143915.270176
  nChanged 154
		SP:Iteration 2F (22809.420000 sec): 3 clusters
  Score: Raw -146531.456421 + Penalty 2412.271453 = -144119.184968
  nChanged 111
		SP:Iteration 3F (22809.600000 sec): 3 clusters
  Score: Raw -146663.950333 + Penalty 2412.271453 = -144251.678880
  nChanged 82
		SP:Iteration 4Q (22809.710000 sec): 3 clusters
  Score: Raw -146759.217628 + Penalty 2412.271453 = -144346.946176
  nChanged 75
		SP:Iteration 5Q (22809.860000 sec): 3 clusters
  Score: Raw -146838.497734 + Penalty 2412.271453 = -144426.226281
  nChanged 49
		SP:Iteration 6Q (22810.020000 sec): 3 clusters
  Score: Raw -146886.642048 + Penalty 2412.271453 = -144474.370595
  nChanged 37
		SP:Iteration 7Q (22810.180000 sec): 3 clusters
  Score: Raw -146925.536750 + Penalty 2412.271453 = -144513.265298
  nChanged 34
		SP:Iteration 8Q (22810.310000 sec): 3 clusters
  Score: Raw -146960.125629 + Penalty 2412.271453 = -144547.854176
  nChanged 42
		SP:Iteration 9Q (22810.440000 sec): 3 clusters
  Score: Raw -146993.599947 + Penalty 2412.271453 = -144581.328494
  nChanged 35
		SP:Iteration 10Q (22810.570000 sec): 3 clusters
  Score: Raw -147016.427057 + Penalty 2412.271453 = -144604.155604
  nChanged 18
		SP:Iteration 11Q (22810.700000 sec): 3 clusters
  Score: Raw -147025.835823 + Penalty 2412.271453 = -144613.564370
  nChanged 8
		SP:Iteration 12Q (22810.820000 sec): 3 clusters
  Score: Raw -147029.861253 + Penalty 2412.271453 = -144617.589800
  nChanged 10
		SP:Iteration 13Q (22810.950000 sec): 3 clusters
  Score: Raw -147034.838726 + Penalty 2412.271453 = -144622.567273
  nChanged 6
		SP:Iteration 14Q (22811.080000 sec): 3 clusters
  Score: Raw -147038.597794 + Penalty 2412.271453 = -144626.326341
  nChanged 10
		SP:Iteration 15Q (22811.200000 sec): 3 clusters
  Score: Raw -147045.555027 + Penalty 2412.271453 = -144633.283575
  nChanged 5
		SP:Iteration 16Q (22811.330000 sec): 3 clusters
  Score: Raw -147050.670486 + Penalty 2412.271453 = -144638.399033
  nChanged 12
		SP:Iteration 17Q (22811.460000 sec): 3 clusters
  Score: Raw -147059.010312 + Penalty 2412.271453 = -144646.738859
  nChanged 7
		SP:Iteration 18Q (22811.590000 sec): 3 clusters
  Score: Raw -147062.655613 + Penalty 2412.271453 = -144650.384161
  nChanged 7
		SP:Iteration 19Q (22811.720000 sec): 3 clusters
  Score: Raw -147066.626160 + Penalty 2412.271453 = -144654.354708
  nChanged 4
		SP:Iteration 20F (22811.840000 sec): 3 clusters
  Score: Raw -147071.052472 + Penalty 2412.271453 = -144658.781019
  nChanged 5
		SP:Iteration 21Q (22811.970000 sec): 3 clusters
  Score: Raw -147073.789809 + Penalty 2412.271453 = -144661.518356
  nChanged 3
		SP:Iteration 22Q (22812.100000 sec): 3 clusters
  Score: Raw -147074.784855 + Penalty 2412.271453 = -144662.513402
  nChanged 1
		SP:Iteration 23Q (22812.230000 sec): 3 clusters
  Score: Raw -147076.429367 + Penalty 2412.271453 = -144664.157914
  nChanged 2
		SP:Iteration 24Q (22812.360000 sec): 3 clusters
  Score: Raw -147076.780872 + Penalty 2412.271453 = -144664.509420
  nChanged 0
		SP:Iteration 25F (22812.480000 sec): 3 clusters
  Score: Raw -147076.780872 + Penalty 2412.271453 = -144664.509420
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 38 (13375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22812.620000 sec): 2 clusters
  Score: Raw -1424245.546831 + Penalty 1543.935668 = -1422701.611163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22812.870000 sec): 3 clusters
  Score: Raw -1416367.248057 + Penalty 3087.871336 = -1413279.376721
  nChanged 5948
		SP:Iteration 1F (22813.080000 sec): 3 clusters
  Score: Raw -1419536.812252 + Penalty 3087.871336 = -1416448.940916
  nChanged 785
		SP:Iteration 2F (22813.360000 sec): 3 clusters
  Score: Raw -1419885.397135 + Penalty 3087.871336 = -1416797.525799
  nChanged 787
		SP:Iteration 3F (22813.610000 sec): 3 clusters
  Score: Raw -1420297.604940 + Penalty 3087.871336 = -1417209.733605
  nChanged 863
		SP:Iteration 4F (22813.840000 sec): 3 clusters
  Score: Raw -1420856.822308 + Penalty 3087.871336 = -1417768.950972
  nChanged 901
		SP:Iteration 5F (22814.040000 sec): 3 clusters
  Score: Raw -1421546.154007 + Penalty 3087.871336 = -1418458.282671
  nChanged 949
		SP:Iteration 6F (22814.260000 sec): 3 clusters
  Score: Raw -1422349.635349 + Penalty 3087.871336 = -1419261.764013
  nChanged 777
		SP:Iteration 7F (22814.490000 sec): 3 clusters
  Score: Raw -1423031.344423 + Penalty 3087.871336 = -1419943.473087
  nChanged 628
		SP:Iteration 8Q (22814.720000 sec): 3 clusters
  Score: Raw -1423613.401230 + Penalty 3087.871336 = -1420525.529894
  nChanged 368
		SP:Iteration 9Q (22814.950000 sec): 3 clusters
  Score: Raw -1423937.533918 + Penalty 3087.871336 = -1420849.662582
  nChanged 207
		SP:Iteration 10Q (22815.180000 sec): 3 clusters
  Score: Raw -1424130.683824 + Penalty 3087.871336 = -1421042.812488
  nChanged 123
		SP:Iteration 11Q (22815.470000 sec): 3 clusters
  Score: Raw -1424249.602295 + Penalty 3087.871336 = -1421161.730959
  nChanged 66
		SP:Iteration 12Q (22815.700000 sec): 3 clusters
  Score: Raw -1424316.635646 + Penalty 3087.871336 = -1421228.764310
  nChanged 36
		SP:Iteration 13Q (22815.890000 sec): 3 clusters
  Score: Raw -1424361.261315 + Penalty 3087.871336 = -1421273.389979
  nChanged 23
		SP:Iteration 14Q (22816.110000 sec): 3 clusters
  Score: Raw -1424395.224193 + Penalty 3087.871336 = -1421307.352857
  nChanged 14
		SP:Iteration 15Q (22816.310000 sec): 3 clusters
  Score: Raw -1424413.726153 + Penalty 3087.871336 = -1421325.854817
  nChanged 11
		SP:Iteration 16Q (22816.510000 sec): 3 clusters
  Score: Raw -1424427.419582 + Penalty 3087.871336 = -1421339.548246
  nChanged 10
		SP:Iteration 17Q (22816.770000 sec): 3 clusters
  Score: Raw -1424440.663916 + Penalty 3087.871336 = -1421352.792580
  nChanged 5
		SP:Iteration 18Q (22817.000000 sec): 3 clusters
  Score: Raw -1424445.398407 + Penalty 3087.871336 = -1421357.527071
  nChanged 4
		SP:Iteration 19Q (22817.220000 sec): 3 clusters
  Score: Raw -1424449.246540 + Penalty 3087.871336 = -1421361.375204
  nChanged 1
		SP:Iteration 20F (22817.460000 sec): 3 clusters
  Score: Raw -1424450.975882 + Penalty 3087.871336 = -1421363.104546
  nChanged 2
		SP:Iteration 21Q (22817.720000 sec): 3 clusters
  Score: Raw -1424453.974382 + Penalty 3087.871336 = -1421366.103046
  nChanged 3
		SP:Iteration 22Q (22817.930000 sec): 3 clusters
  Score: Raw -1424457.306209 + Penalty 3087.871336 = -1421369.434874
  nChanged 3
		SP:Iteration 23Q (22818.140000 sec): 3 clusters
  Score: Raw -1424461.048295 + Penalty 3087.871336 = -1421373.176959
  nChanged 5
		SP:Iteration 24Q (22818.390000 sec): 3 clusters
  Score: Raw -1424470.306129 + Penalty 3087.871336 = -1421382.434793
  nChanged 6
		SP:Iteration 25Q (22818.590000 sec): 3 clusters
  Score: Raw -1424477.526222 + Penalty 3087.871336 = -1421389.654886
  nChanged 2
		SP:Iteration 26Q (22818.810000 sec): 3 clusters
  Score: Raw -1424480.151734 + Penalty 3087.871336 = -1421392.280398
  nChanged 2
		SP:Iteration 27Q (22819.040000 sec): 3 clusters
  Score: Raw -1424482.823591 + Penalty 3087.871336 = -1421394.952256
  nChanged 1
		SP:Iteration 28Q (22819.280000 sec): 3 clusters
  Score: Raw -1424484.505222 + Penalty 3087.871336 = -1421396.633886
  nChanged 0
		SP:Iteration 29F (22819.500000 sec): 3 clusters
  Score: Raw -1424484.505222 + Penalty 3087.871336 = -1421396.633886
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 39 (5172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22819.590000 sec): 2 clusters
  Score: Raw -499562.537239 + Penalty 1389.539895 = -498172.997344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22819.770000 sec): 3 clusters
  Score: Raw -496934.883765 + Penalty 2779.079790 = -494155.803974
  nChanged 2060
		SP:Iteration 1F (22819.970000 sec): 3 clusters
  Score: Raw -498335.758555 + Penalty 2779.079790 = -495556.678764
  nChanged 419
		SP:Iteration 2F (22820.130000 sec): 3 clusters
  Score: Raw -498637.026317 + Penalty 2779.079790 = -495857.946526
  nChanged 326
		SP:Iteration 3F (22820.360000 sec): 3 clusters
  Score: Raw -498836.197097 + Penalty 2779.079790 = -496057.117306
  nChanged 253
		SP:Iteration 4Q (22820.540000 sec): 3 clusters
  Score: Raw -498980.824762 + Penalty 2779.079790 = -496201.744971
  nChanged 206
		SP:Iteration 5Q (22820.770000 sec): 3 clusters
  Score: Raw -499093.804541 + Penalty 2779.079790 = -496314.724750
  nChanged 178
		SP:Iteration 6Q (22820.970000 sec): 3 clusters
  Score: Raw -499186.006387 + Penalty 2779.079790 = -496406.926597
  nChanged 148
		SP:Iteration 7Q (22821.120000 sec): 3 clusters
  Score: Raw -499266.326485 + Penalty 2779.079790 = -496487.246694
  nChanged 125
		SP:Iteration 8Q (22821.350000 sec): 3 clusters
  Score: Raw -499337.558608 + Penalty 2779.079790 = -496558.478817
  nChanged 117
		SP:Iteration 9Q (22821.540000 sec): 3 clusters
  Score: Raw -499401.326613 + Penalty 2779.079790 = -496622.246823
  nChanged 106
		SP:Iteration 10Q (22821.740000 sec): 3 clusters
  Score: Raw -499454.966601 + Penalty 2779.079790 = -496675.886810
  nChanged 106
		SP:Iteration 11Q (22821.960000 sec): 3 clusters
  Score: Raw -499511.059759 + Penalty 2779.079790 = -496731.979969
  nChanged 88
		SP:Iteration 12Q (22822.180000 sec): 3 clusters
  Score: Raw -499560.417729 + Penalty 2779.079790 = -496781.337938
  nChanged 81
		SP:Iteration 13Q (22822.400000 sec): 3 clusters
  Score: Raw -499601.038858 + Penalty 2779.079790 = -496821.959068
  nChanged 92
		SP:Iteration 14Q (22822.610000 sec): 3 clusters
  Score: Raw -499648.685295 + Penalty 2779.079790 = -496869.605504
  nChanged 74
		SP:Iteration 15Q (22822.790000 sec): 3 clusters
  Score: Raw -499697.200449 + Penalty 2779.079790 = -496918.120659
  nChanged 74
		SP:Iteration 16Q (22823.020000 sec): 3 clusters
  Score: Raw -499742.897668 + Penalty 2779.079790 = -496963.817877
  nChanged 80
		SP:Iteration 17Q (22823.200000 sec): 3 clusters
  Score: Raw -499793.946905 + Penalty 2779.079790 = -497014.867115
  nChanged 82
		SP:Iteration 18Q (22823.420000 sec): 3 clusters
  Score: Raw -499833.748261 + Penalty 2779.079790 = -497054.668471
  nChanged 57
		SP:Iteration 19Q (22823.620000 sec): 3 clusters
  Score: Raw -499858.959526 + Penalty 2779.079790 = -497079.879735
  nChanged 51
		SP:Iteration 20F (22823.850000 sec): 3 clusters
  Score: Raw -499885.474118 + Penalty 2779.079790 = -497106.394328
  nChanged 54
		SP:Iteration 21Q (22824.040000 sec): 3 clusters
  Score: Raw -499918.003448 + Penalty 2779.079790 = -497138.923657
  nChanged 58
		SP:Iteration 22Q (22824.230000 sec): 3 clusters
  Score: Raw -499943.290085 + Penalty 2779.079790 = -497164.210295
  nChanged 41
		SP:Iteration 23Q (22824.420000 sec): 3 clusters
  Score: Raw -499961.929168 + Penalty 2779.079790 = -497182.849377
  nChanged 42
		SP:Iteration 24Q (22824.590000 sec): 3 clusters
  Score: Raw -499981.733394 + Penalty 2779.079790 = -497202.653603
  nChanged 34
		SP:Iteration 25Q (22824.760000 sec): 3 clusters
  Score: Raw -499996.408031 + Penalty 2779.079790 = -497217.328241
  nChanged 32
		SP:Iteration 26Q (22824.960000 sec): 3 clusters
  Score: Raw -500007.328466 + Penalty 2779.079790 = -497228.248676
  nChanged 34
		SP:Iteration 27Q (22825.150000 sec): 3 clusters
  Score: Raw -500020.661403 + Penalty 2779.079790 = -497241.581612
  nChanged 23
		SP:Iteration 28Q (22825.320000 sec): 3 clusters
  Score: Raw -500030.652996 + Penalty 2779.079790 = -497251.573206
  nChanged 22
		SP:Iteration 29Q (22825.560000 sec): 3 clusters
  Score: Raw -500038.300333 + Penalty 2779.079790 = -497259.220542
  nChanged 11
		SP:Iteration 30Q (22825.720000 sec): 3 clusters
  Score: Raw -500041.504970 + Penalty 2779.079790 = -497262.425180
  nChanged 9
		SP:Iteration 31Q (22825.880000 sec): 3 clusters
  Score: Raw -500045.966728 + Penalty 2779.079790 = -497266.886937
  nChanged 17
		SP:Iteration 32Q (22826.070000 sec): 3 clusters
  Score: Raw -500052.359579 + Penalty 2779.079790 = -497273.279788
  nChanged 8
		SP:Iteration 33Q (22826.280000 sec): 3 clusters
  Score: Raw -500054.183619 + Penalty 2779.079790 = -497275.103829
  nChanged 3
		SP:Iteration 34Q (22826.440000 sec): 3 clusters
  Score: Raw -500054.655549 + Penalty 2779.079790 = -497275.575758
  nChanged 4
		SP:Iteration 35Q (22826.630000 sec): 3 clusters
  Score: Raw -500055.748947 + Penalty 2779.079790 = -497276.669156
  nChanged 7
		SP:Iteration 36Q (22826.830000 sec): 3 clusters
  Score: Raw -500059.116867 + Penalty 2779.079790 = -497280.037077
  nChanged 9
		SP:Iteration 37Q (22826.980000 sec): 3 clusters
  Score: Raw -500062.782788 + Penalty 2779.079790 = -497283.702998
  nChanged 9
		SP:Iteration 38Q (22827.160000 sec): 3 clusters
  Score: Raw -500065.534559 + Penalty 2779.079790 = -497286.454769
  nChanged 4
		SP:Iteration 39Q (22827.310000 sec): 3 clusters
  Score: Raw -500066.232429 + Penalty 2779.079790 = -497287.152638
  nChanged 0
		SP:Iteration 40F (22827.480000 sec): 3 clusters
  Score: Raw -500066.232429 + Penalty 2779.079790 = -497287.152638
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 40 (3165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22827.600000 sec): 2 clusters
  Score: Raw -299748.867059 + Penalty 1309.735104 = -298439.131955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22827.770000 sec): 3 clusters
  Score: Raw -298189.033180 + Penalty 2619.470209 = -295569.562971
  nChanged 1212
		SP:Iteration 1F (22827.950000 sec): 3 clusters
  Score: Raw -298889.606529 + Penalty 2619.470209 = -296270.136320
  nChanged 260
		SP:Iteration 2F (22828.100000 sec): 3 clusters
  Score: Raw -299069.325670 + Penalty 2619.470209 = -296449.855461
  nChanged 207
		SP:Iteration 3F (22828.320000 sec): 3 clusters
  Score: Raw -299238.626608 + Penalty 2619.470209 = -296619.156399
  nChanged 188
		SP:Iteration 4F (22828.490000 sec): 3 clusters
  Score: Raw -299371.736850 + Penalty 2619.470209 = -296752.266641
  nChanged 151
		SP:Iteration 5Q (22828.660000 sec): 3 clusters
  Score: Raw -299484.704950 + Penalty 2619.470209 = -296865.234741
  nChanged 134
		SP:Iteration 6Q (22828.820000 sec): 3 clusters
  Score: Raw -299585.884800 + Penalty 2619.470209 = -296966.414591
  nChanged 115
		SP:Iteration 7Q (22829.020000 sec): 3 clusters
  Score: Raw -299676.677281 + Penalty 2619.470209 = -297057.207073
  nChanged 111
		SP:Iteration 8Q (22829.200000 sec): 3 clusters
  Score: Raw -299764.374679 + Penalty 2619.470209 = -297144.904471
  nChanged 98
		SP:Iteration 9Q (22829.340000 sec): 3 clusters
  Score: Raw -299841.594732 + Penalty 2619.470209 = -297222.124523
  nChanged 93
		SP:Iteration 10Q (22829.510000 sec): 3 clusters
  Score: Raw -299903.645416 + Penalty 2619.470209 = -297284.175207
  nChanged 74
		SP:Iteration 11Q (22829.740000 sec): 3 clusters
  Score: Raw -299950.798584 + Penalty 2619.470209 = -297331.328375
  nChanged 58
		SP:Iteration 12Q (22829.880000 sec): 3 clusters
  Score: Raw -299990.903724 + Penalty 2619.470209 = -297371.433515
  nChanged 50
		SP:Iteration 13Q (22830.040000 sec): 3 clusters
  Score: Raw -300022.448963 + Penalty 2619.470209 = -297402.978754
  nChanged 44
		SP:Iteration 14Q (22830.250000 sec): 3 clusters
  Score: Raw -300051.303214 + Penalty 2619.470209 = -297431.833005
  nChanged 39
		SP:Iteration 15Q (22830.390000 sec): 3 clusters
  Score: Raw -300074.884483 + Penalty 2619.470209 = -297455.414274
  nChanged 39
		SP:Iteration 16Q (22830.610000 sec): 3 clusters
  Score: Raw -300095.871905 + Penalty 2619.470209 = -297476.401696
  nChanged 32
		SP:Iteration 17Q (22830.770000 sec): 3 clusters
  Score: Raw -300113.950412 + Penalty 2619.470209 = -297494.480203
  nChanged 23
		SP:Iteration 18Q (22830.920000 sec): 3 clusters
  Score: Raw -300126.293978 + Penalty 2619.470209 = -297506.823769
  nChanged 20
		SP:Iteration 19Q (22831.130000 sec): 3 clusters
  Score: Raw -300136.070545 + Penalty 2619.470209 = -297516.600336
  nChanged 20
		SP:Iteration 20F (22831.290000 sec): 3 clusters
  Score: Raw -300144.922245 + Penalty 2619.470209 = -297525.452037
  nChanged 12
		SP:Iteration 21Q (22831.480000 sec): 3 clusters
  Score: Raw -300148.719581 + Penalty 2619.470209 = -297529.249372
  nChanged 5
		SP:Iteration 22Q (22831.640000 sec): 3 clusters
  Score: Raw -300150.689127 + Penalty 2619.470209 = -297531.218918
  nChanged 3
		SP:Iteration 23Q (22831.790000 sec): 3 clusters
  Score: Raw -300151.376465 + Penalty 2619.470209 = -297531.906257
  nChanged 3
		SP:Iteration 24Q (22831.970000 sec): 3 clusters
  Score: Raw -300153.668261 + Penalty 2619.470209 = -297534.198052
  nChanged 5
		SP:Iteration 25Q (22832.150000 sec): 3 clusters
  Score: Raw -300155.593365 + Penalty 2619.470209 = -297536.123156
  nChanged 4
		SP:Iteration 26Q (22832.310000 sec): 3 clusters
  Score: Raw -300156.954372 + Penalty 2619.470209 = -297537.484163
  nChanged 2
		SP:Iteration 27Q (22832.480000 sec): 3 clusters
  Score: Raw -300158.279077 + Penalty 2619.470209 = -297538.808868
  nChanged 6
		SP:Iteration 28Q (22832.650000 sec): 3 clusters
  Score: Raw -300160.609182 + Penalty 2619.470209 = -297541.138973
  nChanged 6
		SP:Iteration 29Q (22832.850000 sec): 3 clusters
  Score: Raw -300164.102225 + Penalty 2619.470209 = -297544.632017
  nChanged 5
		SP:Iteration 30Q (22833.020000 sec): 3 clusters
  Score: Raw -300166.591664 + Penalty 2619.470209 = -297547.121455
  nChanged 4
		SP:Iteration 31Q (22833.220000 sec): 3 clusters
  Score: Raw -300168.916789 + Penalty 2619.470209 = -297549.446581
  nChanged 8
		SP:Iteration 32Q (22833.390000 sec): 3 clusters
  Score: Raw -300173.057884 + Penalty 2619.470209 = -297553.587675
  nChanged 5
		SP:Iteration 33Q (22833.550000 sec): 3 clusters
  Score: Raw -300175.836615 + Penalty 2619.470209 = -297556.366406
  nChanged 4
		SP:Iteration 34Q (22833.720000 sec): 3 clusters
  Score: Raw -300177.415142 + Penalty 2619.470209 = -297557.944934
  nChanged 1
		SP:Iteration 35Q (22833.910000 sec): 3 clusters
  Score: Raw -300178.201197 + Penalty 2619.470209 = -297558.730988
  nChanged 3
		SP:Iteration 36Q (22834.110000 sec): 3 clusters
  Score: Raw -300180.255651 + Penalty 2619.470209 = -297560.785442
  nChanged 5
		SP:Iteration 37Q (22834.300000 sec): 3 clusters
  Score: Raw -300183.607730 + Penalty 2619.470209 = -297564.137521
  nChanged 6
		SP:Iteration 38Q (22834.440000 sec): 3 clusters
  Score: Raw -300186.758810 + Penalty 2619.470209 = -297567.288601
  nChanged 3
		SP:Iteration 39Q (22834.630000 sec): 3 clusters
  Score: Raw -300188.615260 + Penalty 2619.470209 = -297569.145052
  nChanged 5
		SP:Iteration 40F (22834.810000 sec): 3 clusters
  Score: Raw -300191.582791 + Penalty 2619.470209 = -297572.112582
  nChanged 3
		SP:Iteration 41Q (22835.030000 sec): 3 clusters
  Score: Raw -300192.951707 + Penalty 2619.470209 = -297573.481499
  nChanged 4
		SP:Iteration 42Q (22835.210000 sec): 3 clusters
  Score: Raw -300194.653931 + Penalty 2619.470209 = -297575.183722
  nChanged 2
		SP:Iteration 43Q (22835.420000 sec): 3 clusters
  Score: Raw -300195.555512 + Penalty 2619.470209 = -297576.085303
  nChanged 5
		SP:Iteration 44Q (22835.580000 sec): 3 clusters
  Score: Raw -300196.825067 + Penalty 2619.470209 = -297577.354858
  nChanged 4
		SP:Iteration 45Q (22835.780000 sec): 3 clusters
  Score: Raw -300199.255078 + Penalty 2619.470209 = -297579.784869
  nChanged 4
		SP:Iteration 46Q (22835.940000 sec): 3 clusters
  Score: Raw -300202.097528 + Penalty 2619.470209 = -297582.627320
  nChanged 6
		SP:Iteration 47Q (22836.140000 sec): 3 clusters
  Score: Raw -300204.446727 + Penalty 2619.470209 = -297584.976518
  nChanged 4
		SP:Iteration 48Q (22836.300000 sec): 3 clusters
  Score: Raw -300206.952473 + Penalty 2619.470209 = -297587.482264
  nChanged 9
		SP:Iteration 49Q (22836.470000 sec): 3 clusters
  Score: Raw -300211.346128 + Penalty 2619.470209 = -297591.875919
  nChanged 6
		SP:Iteration 50Q (22836.710000 sec): 3 clusters
  Score: Raw -300213.679076 + Penalty 2619.470209 = -297594.208867
  nChanged 2
		SP:Iteration 51Q (22836.890000 sec): 3 clusters
  Score: Raw -300214.521860 + Penalty 2619.470209 = -297595.051651
  nChanged 2
		SP:Iteration 52Q (22837.070000 sec): 3 clusters
  Score: Raw -300215.370662 + Penalty 2619.470209 = -297595.900453
  nChanged 0
		SP:Iteration 53F (22837.250000 sec): 3 clusters
  Score: Raw -300215.370662 + Penalty 2619.470209 = -297595.900453
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 41 (7548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22837.360000 sec): 2 clusters
  Score: Raw -746713.930584 + Penalty 1450.968660 = -745262.961924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22837.570000 sec): 3 clusters
  Score: Raw -742561.074537 + Penalty 2901.937320 = -739659.137218
  nChanged 3237
		SP:Iteration 1F (22837.760000 sec): 3 clusters
  Score: Raw -744335.161082 + Penalty 2901.937320 = -741433.223763
  nChanged 445
		SP:Iteration 2F (22837.950000 sec): 3 clusters
  Score: Raw -744570.230132 + Penalty 2901.937320 = -741668.292812
  nChanged 399
		SP:Iteration 3F (22838.150000 sec): 3 clusters
  Score: Raw -744788.701589 + Penalty 2901.937320 = -741886.764269
  nChanged 369
		SP:Iteration 4Q (22838.350000 sec): 3 clusters
  Score: Raw -745017.448589 + Penalty 2901.937320 = -742115.511270
  nChanged 391
		SP:Iteration 5F (22838.530000 sec): 3 clusters
  Score: Raw -745273.881792 + Penalty 2901.937320 = -742371.944472
  nChanged 387
		SP:Iteration 6F (22838.740000 sec): 3 clusters
  Score: Raw -745574.764606 + Penalty 2901.937320 = -742672.827286
  nChanged 361
		SP:Iteration 7Q (22838.940000 sec): 3 clusters
  Score: Raw -745885.879174 + Penalty 2901.937320 = -742983.941854
  nChanged 372
		SP:Iteration 8Q (22839.110000 sec): 3 clusters
  Score: Raw -746202.368825 + Penalty 2901.937320 = -743300.431505
  nChanged 348
		SP:Iteration 9Q (22839.320000 sec): 3 clusters
  Score: Raw -746460.218813 + Penalty 2901.937320 = -743558.281494
  nChanged 285
		SP:Iteration 10Q (22839.550000 sec): 3 clusters
  Score: Raw -746629.358739 + Penalty 2901.937320 = -743727.421419
  nChanged 200
		SP:Iteration 11Q (22839.780000 sec): 3 clusters
  Score: Raw -746721.973173 + Penalty 2901.937320 = -743820.035853
  nChanged 149
		SP:Iteration 12Q (22839.970000 sec): 3 clusters
  Score: Raw -746786.809975 + Penalty 2901.937320 = -743884.872655
  nChanged 123
		SP:Iteration 13Q (22840.160000 sec): 3 clusters
  Score: Raw -746831.119767 + Penalty 2901.937320 = -743929.182447
  nChanged 102
		SP:Iteration 14Q (22840.350000 sec): 3 clusters
  Score: Raw -746866.650604 + Penalty 2901.937320 = -743964.713284
  nChanged 79
		SP:Iteration 15Q (22840.510000 sec): 3 clusters
  Score: Raw -746899.810482 + Penalty 2901.937320 = -743997.873162
  nChanged 76
		SP:Iteration 16Q (22840.690000 sec): 3 clusters
  Score: Raw -746927.782607 + Penalty 2901.937320 = -744025.845288
  nChanged 76
		SP:Iteration 17Q (22840.890000 sec): 3 clusters
  Score: Raw -746955.424075 + Penalty 2901.937320 = -744053.486755
  nChanged 73
		SP:Iteration 18Q (22841.110000 sec): 3 clusters
  Score: Raw -746983.455324 + Penalty 2901.937320 = -744081.518004
  nChanged 80
		SP:Iteration 19Q (22841.290000 sec): 3 clusters
  Score: Raw -747012.039834 + Penalty 2901.937320 = -744110.102514
  nChanged 62
		SP:Iteration 20F (22841.500000 sec): 3 clusters
  Score: Raw -747030.339233 + Penalty 2901.937320 = -744128.401914
  nChanged 60
		SP:Iteration 21Q (22841.700000 sec): 3 clusters
  Score: Raw -747047.349048 + Penalty 2901.937320 = -744145.411729
  nChanged 49
		SP:Iteration 22Q (22841.870000 sec): 3 clusters
  Score: Raw -747058.794809 + Penalty 2901.937320 = -744156.857490
  nChanged 45
		SP:Iteration 23Q (22842.070000 sec): 3 clusters
  Score: Raw -747070.459382 + Penalty 2901.937320 = -744168.522062
  nChanged 47
		SP:Iteration 24Q (22842.250000 sec): 3 clusters
  Score: Raw -747083.021782 + Penalty 2901.937320 = -744181.084463
  nChanged 49
		SP:Iteration 25Q (22842.430000 sec): 3 clusters
  Score: Raw -747096.825813 + Penalty 2901.937320 = -744194.888494
  nChanged 42
		SP:Iteration 26Q (22842.610000 sec): 3 clusters
  Score: Raw -747108.430550 + Penalty 2901.937320 = -744206.493231
  nChanged 39
		SP:Iteration 27Q (22842.790000 sec): 3 clusters
  Score: Raw -747121.098764 + Penalty 2901.937320 = -744219.161445
  nChanged 37
		SP:Iteration 28Q (22842.970000 sec): 3 clusters
  Score: Raw -747132.581800 + Penalty 2901.937320 = -744230.644480
  nChanged 27
		SP:Iteration 29Q (22843.150000 sec): 3 clusters
  Score: Raw -747140.399162 + Penalty 2901.937320 = -744238.461842
  nChanged 28
		SP:Iteration 30Q (22843.370000 sec): 3 clusters
  Score: Raw -747148.648672 + Penalty 2901.937320 = -744246.711353
  nChanged 19
		SP:Iteration 31Q (22843.590000 sec): 3 clusters
  Score: Raw -747154.447826 + Penalty 2901.937320 = -744252.510507
  nChanged 19
		SP:Iteration 32Q (22843.790000 sec): 3 clusters
  Score: Raw -747158.720467 + Penalty 2901.937320 = -744256.783147
  nChanged 13
		SP:Iteration 33Q (22844.010000 sec): 3 clusters
  Score: Raw -747162.281360 + Penalty 2901.937320 = -744260.344040
  nChanged 15
		SP:Iteration 34Q (22844.230000 sec): 3 clusters
  Score: Raw -747166.511618 + Penalty 2901.937320 = -744264.574298
  nChanged 10
		SP:Iteration 35Q (22844.440000 sec): 3 clusters
  Score: Raw -747169.308117 + Penalty 2901.937320 = -744267.370798
  nChanged 10
		SP:Iteration 36Q (22844.650000 sec): 3 clusters
  Score: Raw -747171.976422 + Penalty 2901.937320 = -744270.039103
  nChanged 14
		SP:Iteration 37Q (22844.850000 sec): 3 clusters
  Score: Raw -747175.537614 + Penalty 2901.937320 = -744273.600294
  nChanged 13
		SP:Iteration 38Q (22845.020000 sec): 3 clusters
  Score: Raw -747178.564315 + Penalty 2901.937320 = -744276.626995
  nChanged 10
		SP:Iteration 39Q (22845.210000 sec): 3 clusters
  Score: Raw -747180.614655 + Penalty 2901.937320 = -744278.677335
  nChanged 5
		SP:Iteration 40F (22845.400000 sec): 3 clusters
  Score: Raw -747181.636737 + Penalty 2901.937320 = -744279.699417
  nChanged 9
		SP:Iteration 41Q (22845.550000 sec): 3 clusters
  Score: Raw -747186.056648 + Penalty 2901.937320 = -744284.119328
  nChanged 10
		SP:Iteration 42Q (22845.750000 sec): 3 clusters
  Score: Raw -747190.545636 + Penalty 2901.937320 = -744288.608317
  nChanged 13
		SP:Iteration 43Q (22845.960000 sec): 3 clusters
  Score: Raw -747196.045039 + Penalty 2901.937320 = -744294.107719
  nChanged 7
		SP:Iteration 44Q (22846.160000 sec): 3 clusters
  Score: Raw -747198.781412 + Penalty 2901.937320 = -744296.844093
  nChanged 8
		SP:Iteration 45Q (22846.370000 sec): 3 clusters
  Score: Raw -747201.851558 + Penalty 2901.937320 = -744299.914238
  nChanged 15
		SP:Iteration 46Q (22846.570000 sec): 3 clusters
  Score: Raw -747207.380434 + Penalty 2901.937320 = -744305.443115
  nChanged 10
		SP:Iteration 47Q (22846.730000 sec): 3 clusters
  Score: Raw -747211.128611 + Penalty 2901.937320 = -744309.191291
  nChanged 6
		SP:Iteration 48Q (22846.960000 sec): 3 clusters
  Score: Raw -747214.108332 + Penalty 2901.937320 = -744312.171013
  nChanged 8
		SP:Iteration 49Q (22847.200000 sec): 3 clusters
  Score: Raw -747216.692669 + Penalty 2901.937320 = -744314.755350
  nChanged 8
		SP:Iteration 50Q (22847.410000 sec): 3 clusters
  Score: Raw -747218.960664 + Penalty 2901.937320 = -744317.023344
  nChanged 7
		SP:Iteration 51Q (22847.620000 sec): 3 clusters
  Score: Raw -747221.669901 + Penalty 2901.937320 = -744319.732581
  nChanged 3
		SP:Iteration 52Q (22847.800000 sec): 3 clusters
  Score: Raw -747222.898755 + Penalty 2901.937320 = -744320.961435
  nChanged 3
		SP:Iteration 53Q (22848.020000 sec): 3 clusters
  Score: Raw -747224.484233 + Penalty 2901.937320 = -744322.546913
  nChanged 5
		SP:Iteration 54Q (22848.250000 sec): 3 clusters
  Score: Raw -747226.147704 + Penalty 2901.937320 = -744324.210384
  nChanged 1
		SP:Iteration 55Q (22848.470000 sec): 3 clusters
  Score: Raw -747226.527376 + Penalty 2901.937320 = -744324.590057
  nChanged 1
		SP:Iteration 56Q (22848.670000 sec): 3 clusters
  Score: Raw -747226.696699 + Penalty 2901.937320 = -744324.759380
  nChanged 0
		SP:Iteration 57F (22848.870000 sec): 3 clusters
  Score: Raw -747226.696699 + Penalty 2901.937320 = -744324.759380
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 42 (1139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22849.000000 sec): 2 clusters
  Score: Raw -100077.984703 + Penalty 1143.659719 = -98934.324984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22849.170000 sec): 3 clusters
  Score: Raw -99710.599475 + Penalty 2287.319438 = -97423.280037
  nChanged 346
		SP:Iteration 1F (22849.380000 sec): 3 clusters
  Score: Raw -100036.894559 + Penalty 2287.319438 = -97749.575121
  nChanged 113
		SP:Iteration 2F (22849.580000 sec): 3 clusters
  Score: Raw -100188.229587 + Penalty 2287.319438 = -97900.910149
  nChanged 72
		SP:Iteration 3F (22849.690000 sec): 3 clusters
  Score: Raw -100263.125982 + Penalty 2287.319438 = -97975.806544
  nChanged 55
		SP:Iteration 4Q (22849.910000 sec): 3 clusters
  Score: Raw -100325.749125 + Penalty 2287.319438 = -98038.429687
  nChanged 49
		SP:Iteration 5Q (22850.090000 sec): 3 clusters
  Score: Raw -100387.420815 + Penalty 2287.319438 = -98100.101377
  nChanged 36
		SP:Iteration 6Q (22850.280000 sec): 3 clusters
  Score: Raw -100434.938269 + Penalty 2287.319438 = -98147.618831
  nChanged 41
		SP:Iteration 7Q (22850.480000 sec): 3 clusters
  Score: Raw -100488.445159 + Penalty 2287.319438 = -98201.125721
  nChanged 26
		SP:Iteration 8Q (22850.650000 sec): 3 clusters
  Score: Raw -100521.717238 + Penalty 2287.319438 = -98234.397800
  nChanged 23
		SP:Iteration 9Q (22850.810000 sec): 3 clusters
  Score: Raw -100549.782678 + Penalty 2287.319438 = -98262.463240
  nChanged 15
		SP:Iteration 10Q (22850.940000 sec): 3 clusters
  Score: Raw -100562.954855 + Penalty 2287.319438 = -98275.635417
  nChanged 9
		SP:Iteration 11Q (22851.140000 sec): 3 clusters
  Score: Raw -100575.489970 + Penalty 2287.319438 = -98288.170532
  nChanged 14
		SP:Iteration 12Q (22851.330000 sec): 3 clusters
  Score: Raw -100596.866218 + Penalty 2287.319438 = -98309.546780
  nChanged 16
		SP:Iteration 13Q (22851.480000 sec): 3 clusters
  Score: Raw -100617.018768 + Penalty 2287.319438 = -98329.699329
  nChanged 14
		SP:Iteration 14Q (22851.640000 sec): 3 clusters
  Score: Raw -100629.427975 + Penalty 2287.319438 = -98342.108537
  nChanged 9
		SP:Iteration 15Q (22851.790000 sec): 3 clusters
  Score: Raw -100637.571274 + Penalty 2287.319438 = -98350.251836
  nChanged 8
		SP:Iteration 16Q (22851.950000 sec): 3 clusters
  Score: Raw -100652.584547 + Penalty 2287.319438 = -98365.265108
  nChanged 8
		SP:Iteration 17Q (22852.160000 sec): 3 clusters
  Score: Raw -100661.226640 + Penalty 2287.319438 = -98373.907202
  nChanged 7
		SP:Iteration 18Q (22852.320000 sec): 3 clusters
  Score: Raw -100670.360693 + Penalty 2287.319438 = -98383.041255
  nChanged 7
		SP:Iteration 19Q (22852.480000 sec): 3 clusters
  Score: Raw -100680.142457 + Penalty 2287.319438 = -98392.823019
  nChanged 8
		SP:Iteration 20F (22852.650000 sec): 3 clusters
  Score: Raw -100688.084872 + Penalty 2287.319438 = -98400.765434
  nChanged 3
		SP:Iteration 21Q (22852.840000 sec): 3 clusters
  Score: Raw -100690.916751 + Penalty 2287.319438 = -98403.597312
  nChanged 3
		SP:Iteration 22Q (22853.020000 sec): 3 clusters
  Score: Raw -100698.221130 + Penalty 2287.319438 = -98410.901691
  nChanged 2
		SP:Iteration 23Q (22853.190000 sec): 3 clusters
  Score: Raw -100702.352950 + Penalty 2287.319438 = -98415.033512
  nChanged 3
		SP:Iteration 24Q (22853.380000 sec): 3 clusters
  Score: Raw -100704.786863 + Penalty 2287.319438 = -98417.467425
  nChanged 2
		SP:Iteration 25Q (22853.560000 sec): 3 clusters
  Score: Raw -100707.681368 + Penalty 2287.319438 = -98420.361930
  nChanged 3
		SP:Iteration 26Q (22853.760000 sec): 3 clusters
  Score: Raw -100711.011645 + Penalty 2287.319438 = -98423.692207
  nChanged 1
		SP:Iteration 27Q (22853.940000 sec): 3 clusters
  Score: Raw -100711.721231 + Penalty 2287.319438 = -98424.401793
  nChanged 1
		SP:Iteration 28Q (22854.120000 sec): 3 clusters
  Score: Raw -100712.067741 + Penalty 2287.319438 = -98424.748303
  nChanged 0
		SP:Iteration 29F (22854.300000 sec): 3 clusters
  Score: Raw -100712.067741 + Penalty 2287.319438 = -98424.748303
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 43 (4909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22854.400000 sec): 2 clusters
  Score: Raw -466496.369445 + Penalty 1381.059149 = -465115.310295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22854.600000 sec): 3 clusters
  Score: Raw -463964.866691 + Penalty 2762.118299 = -461202.748392
  nChanged 1981
		SP:Iteration 1F (22854.810000 sec): 3 clusters
  Score: Raw -465097.795348 + Penalty 2762.118299 = -462335.677049
  nChanged 370
		SP:Iteration 2F (22854.980000 sec): 3 clusters
  Score: Raw -465375.380729 + Penalty 2762.118299 = -462613.262430
  nChanged 334
		SP:Iteration 3F (22855.200000 sec): 3 clusters
  Score: Raw -465629.119359 + Penalty 2762.118299 = -462867.001061
  nChanged 304
		SP:Iteration 4F (22855.400000 sec): 3 clusters
  Score: Raw -465839.591384 + Penalty 2762.118299 = -463077.473086
  nChanged 259
		SP:Iteration 5F (22855.590000 sec): 3 clusters
  Score: Raw -466021.687287 + Penalty 2762.118299 = -463259.568988
  nChanged 236
		SP:Iteration 6Q (22855.760000 sec): 3 clusters
  Score: Raw -466185.548131 + Penalty 2762.118299 = -463423.429833
  nChanged 208
		SP:Iteration 7Q (22855.960000 sec): 3 clusters
  Score: Raw -466310.701229 + Penalty 2762.118299 = -463548.582930
  nChanged 191
		SP:Iteration 8Q (22856.160000 sec): 3 clusters
  Score: Raw -466429.272629 + Penalty 2762.118299 = -463667.154331
  nChanged 144
		SP:Iteration 9Q (22856.340000 sec): 3 clusters
  Score: Raw -466502.049272 + Penalty 2762.118299 = -463739.930973
  nChanged 95
		SP:Iteration 10Q (22856.530000 sec): 3 clusters
  Score: Raw -466547.706466 + Penalty 2762.118299 = -463785.588168
  nChanged 73
		SP:Iteration 11Q (22856.760000 sec): 3 clusters
  Score: Raw -466581.167922 + Penalty 2762.118299 = -463819.049623
  nChanged 72
		SP:Iteration 12Q (22856.940000 sec): 3 clusters
  Score: Raw -466615.343914 + Penalty 2762.118299 = -463853.225615
  nChanged 64
		SP:Iteration 13Q (22857.130000 sec): 3 clusters
  Score: Raw -466642.494639 + Penalty 2762.118299 = -463880.376340
  nChanged 43
		SP:Iteration 14Q (22857.340000 sec): 3 clusters
  Score: Raw -466662.373554 + Penalty 2762.118299 = -463900.255255
  nChanged 50
		SP:Iteration 15Q (22857.500000 sec): 3 clusters
  Score: Raw -466685.933693 + Penalty 2762.118299 = -463923.815394
  nChanged 45
		SP:Iteration 16Q (22857.700000 sec): 3 clusters
  Score: Raw -466705.498591 + Penalty 2762.118299 = -463943.380293
  nChanged 35
		SP:Iteration 17Q (22857.900000 sec): 3 clusters
  Score: Raw -466718.532791 + Penalty 2762.118299 = -463956.414493
  nChanged 27
		SP:Iteration 18Q (22858.110000 sec): 3 clusters
  Score: Raw -466730.913689 + Penalty 2762.118299 = -463968.795391
  nChanged 37
		SP:Iteration 19Q (22858.300000 sec): 3 clusters
  Score: Raw -466747.571984 + Penalty 2762.118299 = -463985.453685
  nChanged 32
		SP:Iteration 20F (22858.480000 sec): 3 clusters
  Score: Raw -466760.349838 + Penalty 2762.118299 = -463998.231540
  nChanged 36
		SP:Iteration 21Q (22858.700000 sec): 3 clusters
  Score: Raw -466775.900930 + Penalty 2762.118299 = -464013.782632
  nChanged 28
		SP:Iteration 22Q (22858.900000 sec): 3 clusters
  Score: Raw -466786.852694 + Penalty 2762.118299 = -464024.734396
  nChanged 28
		SP:Iteration 23Q (22859.110000 sec): 3 clusters
  Score: Raw -466798.125816 + Penalty 2762.118299 = -464036.007518
  nChanged 27
		SP:Iteration 24Q (22859.280000 sec): 3 clusters
  Score: Raw -466810.844731 + Penalty 2762.118299 = -464048.726432
  nChanged 32
		SP:Iteration 25Q (22859.460000 sec): 3 clusters
  Score: Raw -466824.568893 + Penalty 2762.118299 = -464062.450594
  nChanged 22
		SP:Iteration 26Q (22859.600000 sec): 3 clusters
  Score: Raw -466834.270536 + Penalty 2762.118299 = -464072.152237
  nChanged 19
		SP:Iteration 27Q (22859.750000 sec): 3 clusters
  Score: Raw -466840.839937 + Penalty 2762.118299 = -464078.721638
  nChanged 20
		SP:Iteration 28Q (22859.970000 sec): 3 clusters
  Score: Raw -466849.132069 + Penalty 2762.118299 = -464087.013771
  nChanged 20
		SP:Iteration 29Q (22860.140000 sec): 3 clusters
  Score: Raw -466856.386857 + Penalty 2762.118299 = -464094.268559
  nChanged 19
		SP:Iteration 30Q (22860.340000 sec): 3 clusters
  Score: Raw -466865.664110 + Penalty 2762.118299 = -464103.545812
  nChanged 21
		SP:Iteration 31Q (22860.530000 sec): 3 clusters
  Score: Raw -466872.685813 + Penalty 2762.118299 = -464110.567515
  nChanged 12
		SP:Iteration 32Q (22860.740000 sec): 3 clusters
  Score: Raw -466878.006780 + Penalty 2762.118299 = -464115.888482
  nChanged 17
		SP:Iteration 33Q (22860.970000 sec): 3 clusters
  Score: Raw -466885.262576 + Penalty 2762.118299 = -464123.144278
  nChanged 16
		SP:Iteration 34Q (22861.190000 sec): 3 clusters
  Score: Raw -466893.186709 + Penalty 2762.118299 = -464131.068410
  nChanged 17
		SP:Iteration 35Q (22861.390000 sec): 3 clusters
  Score: Raw -466900.155766 + Penalty 2762.118299 = -464138.037468
  nChanged 12
		SP:Iteration 36Q (22861.600000 sec): 3 clusters
  Score: Raw -466905.307978 + Penalty 2762.118299 = -464143.189679
  nChanged 10
		SP:Iteration 37Q (22861.750000 sec): 3 clusters
  Score: Raw -466910.071228 + Penalty 2762.118299 = -464147.952929
  nChanged 13
		SP:Iteration 38Q (22861.970000 sec): 3 clusters
  Score: Raw -466916.235261 + Penalty 2762.118299 = -464154.116963
  nChanged 15
		SP:Iteration 39Q (22862.180000 sec): 3 clusters
  Score: Raw -466921.663424 + Penalty 2762.118299 = -464159.545125
  nChanged 15
		SP:Iteration 40F (22862.370000 sec): 3 clusters
  Score: Raw -466927.368933 + Penalty 2762.118299 = -464165.250634
  nChanged 15
		SP:Iteration 41Q (22862.540000 sec): 3 clusters
  Score: Raw -466934.769025 + Penalty 2762.118299 = -464172.650726
  nChanged 10
		SP:Iteration 42Q (22862.770000 sec): 3 clusters
  Score: Raw -466940.028613 + Penalty 2762.118299 = -464177.910314
  nChanged 13
		SP:Iteration 43Q (22862.950000 sec): 3 clusters
  Score: Raw -466946.175509 + Penalty 2762.118299 = -464184.057210
  nChanged 12
		SP:Iteration 44Q (22863.120000 sec): 3 clusters
  Score: Raw -466950.313480 + Penalty 2762.118299 = -464188.195181
  nChanged 11
		SP:Iteration 45Q (22863.280000 sec): 3 clusters
  Score: Raw -466953.315212 + Penalty 2762.118299 = -464191.196913
  nChanged 10
		SP:Iteration 46Q (22863.500000 sec): 3 clusters
  Score: Raw -466956.716150 + Penalty 2762.118299 = -464194.597851
  nChanged 10
		SP:Iteration 47Q (22863.680000 sec): 3 clusters
  Score: Raw -466961.688441 + Penalty 2762.118299 = -464199.570142
  nChanged 11
		SP:Iteration 48Q (22863.830000 sec): 3 clusters
  Score: Raw -466964.382730 + Penalty 2762.118299 = -464202.264431
  nChanged 8
		SP:Iteration 49Q (22864.030000 sec): 3 clusters
  Score: Raw -466967.292320 + Penalty 2762.118299 = -464205.174021
  nChanged 7
		SP:Iteration 50Q (22864.230000 sec): 3 clusters
  Score: Raw -466970.820401 + Penalty 2762.118299 = -464208.702102
  nChanged 11
		SP:Iteration 51Q (22864.390000 sec): 3 clusters
  Score: Raw -466978.589337 + Penalty 2762.118299 = -464216.471038
  nChanged 17
		SP:Iteration 52Q (22864.580000 sec): 3 clusters
  Score: Raw -466992.395729 + Penalty 2762.118299 = -464230.277431
  nChanged 22
		SP:Iteration 53Q (22864.770000 sec): 3 clusters
  Score: Raw -467015.174759 + Penalty 2762.118299 = -464253.056461
  nChanged 22
		SP:Iteration 54Q (22864.970000 sec): 3 clusters
  Score: Raw -467027.064182 + Penalty 2762.118299 = -464264.945883
  nChanged 20
		SP:Iteration 55Q (22865.160000 sec): 3 clusters
  Score: Raw -467035.134434 + Penalty 2762.118299 = -464273.016136
  nChanged 15
		SP:Iteration 56Q (22865.390000 sec): 3 clusters
  Score: Raw -467043.553309 + Penalty 2762.118299 = -464281.435010
  nChanged 9
		SP:Iteration 57Q (22865.600000 sec): 3 clusters
  Score: Raw -467046.553597 + Penalty 2762.118299 = -464284.435298
  nChanged 11
		SP:Iteration 58Q (22865.820000 sec): 3 clusters
  Score: Raw -467051.021731 + Penalty 2762.118299 = -464288.903432
  nChanged 12
		SP:Iteration 59Q (22865.980000 sec): 3 clusters
  Score: Raw -467057.250329 + Penalty 2762.118299 = -464295.132030
  nChanged 13
		SP:Iteration 60F (22866.190000 sec): 3 clusters
  Score: Raw -467063.445946 + Penalty 2762.118299 = -464301.327647
  nChanged 13
		SP:Iteration 61Q (22866.400000 sec): 3 clusters
  Score: Raw -467072.395763 + Penalty 2762.118299 = -464310.277465
  nChanged 14
		SP:Iteration 62Q (22866.580000 sec): 3 clusters
  Score: Raw -467078.480919 + Penalty 2762.118299 = -464316.362621
  nChanged 10
		SP:Iteration 63Q (22866.770000 sec): 3 clusters
  Score: Raw -467083.593566 + Penalty 2762.118299 = -464321.475267
  nChanged 7
		SP:Iteration 64Q (22866.970000 sec): 3 clusters
  Score: Raw -467087.808852 + Penalty 2762.118299 = -464325.690554
  nChanged 6
		SP:Iteration 65Q (22867.170000 sec): 3 clusters
  Score: Raw -467090.026452 + Penalty 2762.118299 = -464327.908153
  nChanged 3
		SP:Iteration 66Q (22867.350000 sec): 3 clusters
  Score: Raw -467090.911806 + Penalty 2762.118299 = -464328.793508
  nChanged 1
		SP:Iteration 67Q (22867.610000 sec): 3 clusters
  Score: Raw -467091.372108 + Penalty 2762.118299 = -464329.253810
  nChanged 3
		SP:Iteration 68Q (22867.800000 sec): 3 clusters
  Score: Raw -467092.254941 + Penalty 2762.118299 = -464330.136643
  nChanged 1
		SP:Iteration 69Q (22868.010000 sec): 3 clusters
  Score: Raw -467092.552803 + Penalty 2762.118299 = -464330.434505
  nChanged 0
		SP:Iteration 70F (22868.190000 sec): 3 clusters
  Score: Raw -467092.552803 + Penalty 2762.118299 = -464330.434505
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 44 (11098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22868.330000 sec): 2 clusters
  Score: Raw -1078820.248668 + Penalty 1513.609531 = -1077306.639137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22868.570000 sec): 3 clusters
  Score: Raw -1072491.451797 + Penalty 3027.219062 = -1069464.232735
  nChanged 4850
		SP:Iteration 1F (22868.760000 sec): 3 clusters
  Score: Raw -1075345.074729 + Penalty 3027.219062 = -1072317.855667
  nChanged 777
		SP:Iteration 2F (22868.950000 sec): 3 clusters
  Score: Raw -1075831.650478 + Penalty 3027.219062 = -1072804.431416
  nChanged 743
		SP:Iteration 3F (22869.150000 sec): 3 clusters
  Score: Raw -1076350.945316 + Penalty 3027.219062 = -1073323.726254
  nChanged 789
		SP:Iteration 4F (22869.360000 sec): 3 clusters
  Score: Raw -1076945.468906 + Penalty 3027.219062 = -1073918.249844
  nChanged 716
		SP:Iteration 5F (22869.630000 sec): 3 clusters
  Score: Raw -1077557.669778 + Penalty 3027.219062 = -1074530.450716
  nChanged 653
		SP:Iteration 6F (22869.840000 sec): 3 clusters
  Score: Raw -1078100.438134 + Penalty 3027.219062 = -1075073.219071
  nChanged 512
		SP:Iteration 7Q (22870.070000 sec): 3 clusters
  Score: Raw -1078536.009211 + Penalty 3027.219062 = -1075508.790148
  nChanged 380
		SP:Iteration 8Q (22870.330000 sec): 3 clusters
  Score: Raw -1078872.260417 + Penalty 3027.219062 = -1075845.041355
  nChanged 278
		SP:Iteration 9Q (22870.580000 sec): 3 clusters
  Score: Raw -1079106.480753 + Penalty 3027.219062 = -1076079.261691
  nChanged 207
		SP:Iteration 10Q (22870.840000 sec): 3 clusters
  Score: Raw -1079255.916505 + Penalty 3027.219062 = -1076228.697443
  nChanged 139
		SP:Iteration 11Q (22871.030000 sec): 3 clusters
  Score: Raw -1079351.485828 + Penalty 3027.219062 = -1076324.266766
  nChanged 112
		SP:Iteration 12Q (22871.270000 sec): 3 clusters
  Score: Raw -1079427.113659 + Penalty 3027.219062 = -1076399.894597
  nChanged 84
		SP:Iteration 13Q (22871.470000 sec): 3 clusters
  Score: Raw -1079481.203570 + Penalty 3027.219062 = -1076453.984508
  nChanged 83
		SP:Iteration 14Q (22871.740000 sec): 3 clusters
  Score: Raw -1079533.741002 + Penalty 3027.219062 = -1076506.521940
  nChanged 74
		SP:Iteration 15Q (22871.970000 sec): 3 clusters
  Score: Raw -1079582.523991 + Penalty 3027.219062 = -1076555.304929
  nChanged 59
		SP:Iteration 16Q (22872.170000 sec): 3 clusters
  Score: Raw -1079617.925676 + Penalty 3027.219062 = -1076590.706614
  nChanged 48
		SP:Iteration 17Q (22872.360000 sec): 3 clusters
  Score: Raw -1079647.749003 + Penalty 3027.219062 = -1076620.529941
  nChanged 39
		SP:Iteration 18Q (22872.650000 sec): 3 clusters
  Score: Raw -1079673.465976 + Penalty 3027.219062 = -1076646.246914
  nChanged 25
		SP:Iteration 19Q (22872.870000 sec): 3 clusters
  Score: Raw -1079684.811478 + Penalty 3027.219062 = -1076657.592416
  nChanged 19
		SP:Iteration 20F (22873.130000 sec): 3 clusters
  Score: Raw -1079693.575949 + Penalty 3027.219062 = -1076666.356887
  nChanged 16
		SP:Iteration 21Q (22873.340000 sec): 3 clusters
  Score: Raw -1079700.186110 + Penalty 3027.219062 = -1076672.967048
  nChanged 17
		SP:Iteration 22Q (22873.640000 sec): 3 clusters
  Score: Raw -1079708.921503 + Penalty 3027.219062 = -1076681.702441
  nChanged 21
		SP:Iteration 23Q (22873.900000 sec): 3 clusters
  Score: Raw -1079722.268870 + Penalty 3027.219062 = -1076695.049808
  nChanged 22
		SP:Iteration 24Q (22874.130000 sec): 3 clusters
  Score: Raw -1079735.047376 + Penalty 3027.219062 = -1076707.828314
  nChanged 21
		SP:Iteration 25Q (22874.360000 sec): 3 clusters
  Score: Raw -1079742.877915 + Penalty 3027.219062 = -1076715.658853
  nChanged 10
		SP:Iteration 26Q (22874.590000 sec): 3 clusters
  Score: Raw -1079745.958130 + Penalty 3027.219062 = -1076718.739068
  nChanged 6
		SP:Iteration 27Q (22874.870000 sec): 3 clusters
  Score: Raw -1079747.825298 + Penalty 3027.219062 = -1076720.606235
  nChanged 4
		SP:Iteration 28Q (22875.120000 sec): 3 clusters
  Score: Raw -1079749.022611 + Penalty 3027.219062 = -1076721.803549
  nChanged 1
		SP:Iteration 29Q (22875.310000 sec): 3 clusters
  Score: Raw -1079749.130525 + Penalty 3027.219062 = -1076721.911463
  nChanged 0
		SP:Iteration 30F (22875.530000 sec): 3 clusters
  Score: Raw -1079749.130525 + Penalty 3027.219062 = -1076721.911463
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 45 (7112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22875.710000 sec): 2 clusters
  Score: Raw -811358.342757 + Penalty 1441.300051 = -809917.042706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22875.930000 sec): 3 clusters
  Score: Raw -807429.026124 + Penalty 2882.600103 = -804546.426022
  nChanged 2958
		SP:Iteration 1F (22876.130000 sec): 3 clusters
  Score: Raw -808914.575407 + Penalty 2882.600103 = -806031.975304
  nChanged 456
		SP:Iteration 2F (22876.320000 sec): 3 clusters
  Score: Raw -809107.488682 + Penalty 2882.600103 = -806224.888579
  nChanged 347
		SP:Iteration 3Q (22876.560000 sec): 3 clusters
  Score: Raw -809229.387098 + Penalty 2882.600103 = -806346.786996
  nChanged 258
		SP:Iteration 4Q (22876.750000 sec): 3 clusters
  Score: Raw -809316.046971 + Penalty 2882.600103 = -806433.446868
  nChanged 228
		SP:Iteration 5Q (22876.970000 sec): 3 clusters
  Score: Raw -809392.400532 + Penalty 2882.600103 = -806509.800430
  nChanged 201
		SP:Iteration 6Q (22877.200000 sec): 3 clusters
  Score: Raw -809452.037091 + Penalty 2882.600103 = -806569.436989
  nChanged 157
		SP:Iteration 7Q (22877.410000 sec): 3 clusters
  Score: Raw -809497.827358 + Penalty 2882.600103 = -806615.227255
  nChanged 140
		SP:Iteration 8Q (22877.630000 sec): 3 clusters
  Score: Raw -809535.162643 + Penalty 2882.600103 = -806652.562540
  nChanged 127
		SP:Iteration 9Q (22877.860000 sec): 3 clusters
  Score: Raw -809570.193109 + Penalty 2882.600103 = -806687.593006
  nChanged 131
		SP:Iteration 10Q (22878.100000 sec): 3 clusters
  Score: Raw -809602.873539 + Penalty 2882.600103 = -806720.273436
  nChanged 100
		SP:Iteration 11Q (22878.260000 sec): 3 clusters
  Score: Raw -809626.327277 + Penalty 2882.600103 = -806743.727175
  nChanged 80
		SP:Iteration 12Q (22878.470000 sec): 3 clusters
  Score: Raw -809642.272208 + Penalty 2882.600103 = -806759.672105
  nChanged 66
		SP:Iteration 13Q (22878.710000 sec): 3 clusters
  Score: Raw -809656.549566 + Penalty 2882.600103 = -806773.949464
  nChanged 60
		SP:Iteration 14Q (22878.910000 sec): 3 clusters
  Score: Raw -809669.922015 + Penalty 2882.600103 = -806787.321913
  nChanged 61
		SP:Iteration 15Q (22879.130000 sec): 3 clusters
  Score: Raw -809685.368057 + Penalty 2882.600103 = -806802.767954
  nChanged 70
		SP:Iteration 16Q (22879.290000 sec): 3 clusters
  Score: Raw -809699.945743 + Penalty 2882.600103 = -806817.345640
  nChanged 50
		SP:Iteration 17Q (22879.510000 sec): 3 clusters
  Score: Raw -809709.272808 + Penalty 2882.600103 = -806826.672705
  nChanged 47
		SP:Iteration 18Q (22879.710000 sec): 3 clusters
  Score: Raw -809717.597118 + Penalty 2882.600103 = -806834.997016
  nChanged 44
		SP:Iteration 19Q (22879.940000 sec): 3 clusters
  Score: Raw -809725.085916 + Penalty 2882.600103 = -806842.485813
  nChanged 40
		SP:Iteration 20F (22880.160000 sec): 3 clusters
  Score: Raw -809732.293308 + Penalty 2882.600103 = -806849.693205
  nChanged 34
		SP:Iteration 21Q (22880.340000 sec): 3 clusters
  Score: Raw -809738.585594 + Penalty 2882.600103 = -806855.985491
  nChanged 28
		SP:Iteration 22Q (22880.540000 sec): 3 clusters
  Score: Raw -809742.958372 + Penalty 2882.600103 = -806860.358270
  nChanged 29
		SP:Iteration 23Q (22880.720000 sec): 3 clusters
  Score: Raw -809747.231430 + Penalty 2882.600103 = -806864.631327
  nChanged 27
		SP:Iteration 24Q (22880.920000 sec): 3 clusters
  Score: Raw -809751.251753 + Penalty 2882.600103 = -806868.651650
  nChanged 29
		SP:Iteration 25Q (22881.170000 sec): 3 clusters
  Score: Raw -809756.830415 + Penalty 2882.600103 = -806874.230312
  nChanged 33
		SP:Iteration 26Q (22881.400000 sec): 3 clusters
  Score: Raw -809763.591216 + Penalty 2882.600103 = -806880.991113
  nChanged 42
		SP:Iteration 27Q (22881.620000 sec): 3 clusters
  Score: Raw -809769.836280 + Penalty 2882.600103 = -806887.236177
  nChanged 41
		SP:Iteration 28Q (22881.800000 sec): 3 clusters
  Score: Raw -809777.395468 + Penalty 2882.600103 = -806894.795366
  nChanged 48
		SP:Iteration 29Q (22882.070000 sec): 3 clusters
  Score: Raw -809787.397936 + Penalty 2882.600103 = -806904.797834
  nChanged 51
		SP:Iteration 30Q (22882.280000 sec): 3 clusters
  Score: Raw -809797.851148 + Penalty 2882.600103 = -806915.251046
  nChanged 50
		SP:Iteration 31Q (22882.500000 sec): 3 clusters
  Score: Raw -809806.374123 + Penalty 2882.600103 = -806923.774021
  nChanged 42
		SP:Iteration 32Q (22882.700000 sec): 3 clusters
  Score: Raw -809813.557247 + Penalty 2882.600103 = -806930.957145
  nChanged 33
		SP:Iteration 33Q (22882.880000 sec): 3 clusters
  Score: Raw -809820.185476 + Penalty 2882.600103 = -806937.585374
  nChanged 42
		SP:Iteration 34Q (22883.090000 sec): 3 clusters
  Score: Raw -809828.107234 + Penalty 2882.600103 = -806945.507131
  nChanged 42
		SP:Iteration 35Q (22883.320000 sec): 3 clusters
  Score: Raw -809837.714358 + Penalty 2882.600103 = -806955.114255
  nChanged 55
		SP:Iteration 36Q (22883.570000 sec): 3 clusters
  Score: Raw -809848.521801 + Penalty 2882.600103 = -806965.921698
  nChanged 47
		SP:Iteration 37Q (22883.750000 sec): 3 clusters
  Score: Raw -809858.214655 + Penalty 2882.600103 = -806975.614553
  nChanged 47
		SP:Iteration 38Q (22883.960000 sec): 3 clusters
  Score: Raw -809867.104877 + Penalty 2882.600103 = -806984.504774
  nChanged 50
		SP:Iteration 39Q (22884.210000 sec): 3 clusters
  Score: Raw -809877.763588 + Penalty 2882.600103 = -806995.163486
  nChanged 53
		SP:Iteration 40F (22884.410000 sec): 3 clusters
  Score: Raw -809889.523567 + Penalty 2882.600103 = -807006.923464
  nChanged 67
		SP:Iteration 41Q (22884.670000 sec): 3 clusters
  Score: Raw -809906.992438 + Penalty 2882.600103 = -807024.392335
  nChanged 80
		SP:Iteration 42Q (22884.950000 sec): 3 clusters
  Score: Raw -809933.991499 + Penalty 2882.600103 = -807051.391397
  nChanged 94
		SP:Iteration 43Q (22885.160000 sec): 3 clusters
  Score: Raw -809967.811435 + Penalty 2882.600103 = -807085.211332
  nChanged 111
		SP:Iteration 44Q (22885.350000 sec): 3 clusters
  Score: Raw -810014.358802 + Penalty 2882.600103 = -807131.758700
  nChanged 154
		SP:Iteration 45Q (22885.600000 sec): 3 clusters
  Score: Raw -810093.324159 + Penalty 2882.600103 = -807210.724057
  nChanged 177
		SP:Iteration 46Q (22885.770000 sec): 3 clusters
  Score: Raw -810188.605897 + Penalty 2882.600103 = -807306.005795
  nChanged 172
		SP:Iteration 47Q (22886.010000 sec): 3 clusters
  Score: Raw -810271.487251 + Penalty 2882.600103 = -807388.887148
  nChanged 163
		SP:Iteration 48Q (22886.210000 sec): 3 clusters
  Score: Raw -810355.014331 + Penalty 2882.600103 = -807472.414229
  nChanged 147
		SP:Iteration 49Q (22886.380000 sec): 3 clusters
  Score: Raw -810425.919912 + Penalty 2882.600103 = -807543.319809
  nChanged 143
		SP:Iteration 50Q (22886.590000 sec): 3 clusters
  Score: Raw -810485.683362 + Penalty 2882.600103 = -807603.083259
  nChanged 114
		SP:Iteration 51Q (22886.800000 sec): 3 clusters
  Score: Raw -810535.315799 + Penalty 2882.600103 = -807652.715697
  nChanged 102
		SP:Iteration 52Q (22886.990000 sec): 3 clusters
  Score: Raw -810578.844225 + Penalty 2882.600103 = -807696.244122
  nChanged 116
		SP:Iteration 53Q (22887.190000 sec): 3 clusters
  Score: Raw -810624.292428 + Penalty 2882.600103 = -807741.692326
  nChanged 89
		SP:Iteration 54Q (22887.430000 sec): 3 clusters
  Score: Raw -810659.191942 + Penalty 2882.600103 = -807776.591840
  nChanged 77
		SP:Iteration 55Q (22887.670000 sec): 3 clusters
  Score: Raw -810690.105476 + Penalty 2882.600103 = -807807.505374
  nChanged 65
		SP:Iteration 56Q (22887.910000 sec): 3 clusters
  Score: Raw -810712.032136 + Penalty 2882.600103 = -807829.432034
  nChanged 63
		SP:Iteration 57Q (22888.130000 sec): 3 clusters
  Score: Raw -810731.783588 + Penalty 2882.600103 = -807849.183486
  nChanged 58
		SP:Iteration 58Q (22888.390000 sec): 3 clusters
  Score: Raw -810749.164672 + Penalty 2882.600103 = -807866.564569
  nChanged 50
		SP:Iteration 59Q (22888.580000 sec): 3 clusters
  Score: Raw -810768.853238 + Penalty 2882.600103 = -807886.253136
  nChanged 45
		SP:Iteration 60F (22888.800000 sec): 3 clusters
  Score: Raw -810784.993886 + Penalty 2882.600103 = -807902.393784
  nChanged 43
		SP:Iteration 61Q (22888.960000 sec): 3 clusters
  Score: Raw -810801.595879 + Penalty 2882.600103 = -807918.995776
  nChanged 42
		SP:Iteration 62Q (22889.140000 sec): 3 clusters
  Score: Raw -810817.855576 + Penalty 2882.600103 = -807935.255474
  nChanged 39
		SP:Iteration 63Q (22889.350000 sec): 3 clusters
  Score: Raw -810831.412709 + Penalty 2882.600103 = -807948.812606
  nChanged 39
		SP:Iteration 64Q (22889.560000 sec): 3 clusters
  Score: Raw -810845.794393 + Penalty 2882.600103 = -807963.194290
  nChanged 41
		SP:Iteration 65Q (22889.790000 sec): 3 clusters
  Score: Raw -810861.391300 + Penalty 2882.600103 = -807978.791198
  nChanged 49
		SP:Iteration 66Q (22890.050000 sec): 3 clusters
  Score: Raw -810881.028483 + Penalty 2882.600103 = -807998.428380
  nChanged 51
		SP:Iteration 67Q (22890.270000 sec): 3 clusters
  Score: Raw -810901.545934 + Penalty 2882.600103 = -808018.945831
  nChanged 44
		SP:Iteration 68Q (22890.480000 sec): 3 clusters
  Score: Raw -810917.607150 + Penalty 2882.600103 = -808035.007048
  nChanged 52
		SP:Iteration 69Q (22890.690000 sec): 3 clusters
  Score: Raw -810938.592284 + Penalty 2882.600103 = -808055.992181
  nChanged 53
		SP:Iteration 70Q (22890.880000 sec): 3 clusters
  Score: Raw -810959.503790 + Penalty 2882.600103 = -808076.903687
  nChanged 41
		SP:Iteration 71Q (22891.110000 sec): 3 clusters
  Score: Raw -810977.712148 + Penalty 2882.600103 = -808095.112045
  nChanged 53
		SP:Iteration 72Q (22891.340000 sec): 3 clusters
  Score: Raw -811001.187179 + Penalty 2882.600103 = -808118.587077
  nChanged 59
		SP:Iteration 73Q (22891.530000 sec): 3 clusters
  Score: Raw -811027.638256 + Penalty 2882.600103 = -808145.038153
  nChanged 58
		SP:Iteration 74Q (22891.760000 sec): 3 clusters
  Score: Raw -811059.399150 + Penalty 2882.600103 = -808176.799047
  nChanged 55
		SP:Iteration 75Q (22891.950000 sec): 3 clusters
  Score: Raw -811088.931072 + Penalty 2882.600103 = -808206.330970
  nChanged 54
		SP:Iteration 76Q (22892.150000 sec): 3 clusters
  Score: Raw -811121.061613 + Penalty 2882.600103 = -808238.461511
  nChanged 62
		SP:Iteration 77Q (22892.380000 sec): 3 clusters
  Score: Raw -811152.303157 + Penalty 2882.600103 = -808269.703054
  nChanged 50
		SP:Iteration 78Q (22892.530000 sec): 3 clusters
  Score: Raw -811182.939304 + Penalty 2882.600103 = -808300.339201
  nChanged 58
		SP:Iteration 79Q (22892.720000 sec): 3 clusters
  Score: Raw -811222.442229 + Penalty 2882.600103 = -808339.842126
  nChanged 54
		SP:Iteration 80F (22892.880000 sec): 3 clusters
  Score: Raw -811256.091671 + Penalty 2882.600103 = -808373.491568
  nChanged 44
		SP:Iteration 81Q (22893.060000 sec): 3 clusters
  Score: Raw -811285.299689 + Penalty 2882.600103 = -808402.699586
  nChanged 45
		SP:Iteration 82Q (22893.240000 sec): 3 clusters
  Score: Raw -811312.153541 + Penalty 2882.600103 = -808429.553438
  nChanged 36
		SP:Iteration 83Q (22893.460000 sec): 3 clusters
  Score: Raw -811332.258171 + Penalty 2882.600103 = -808449.658068
  nChanged 31
		SP:Iteration 84Q (22893.680000 sec): 3 clusters
  Score: Raw -811354.446927 + Penalty 2882.600103 = -808471.846824
  nChanged 27
		SP:Iteration 85Q (22893.900000 sec): 3 clusters
  Score: Raw -811372.067829 + Penalty 2882.600103 = -808489.467726
  nChanged 20
		SP:Iteration 86Q (22894.090000 sec): 3 clusters
  Score: Raw -811383.459960 + Penalty 2882.600103 = -808500.859858
  nChanged 15
		SP:Iteration 87Q (22894.280000 sec): 3 clusters
  Score: Raw -811392.863501 + Penalty 2882.600103 = -808510.263398
  nChanged 15
		SP:Iteration 88Q (22894.520000 sec): 3 clusters
  Score: Raw -811400.088209 + Penalty 2882.600103 = -808517.488106
  nChanged 9
		SP:Iteration 89Q (22894.700000 sec): 3 clusters
  Score: Raw -811404.477823 + Penalty 2882.600103 = -808521.877720
  nChanged 6
		SP:Iteration 90Q (22894.920000 sec): 3 clusters
  Score: Raw -811407.988438 + Penalty 2882.600103 = -808525.388335
  nChanged 11
		SP:Iteration 91Q (22895.140000 sec): 3 clusters
  Score: Raw -811415.862355 + Penalty 2882.600103 = -808533.262253
  nChanged 10
		SP:Iteration 92Q (22895.320000 sec): 3 clusters
  Score: Raw -811422.584656 + Penalty 2882.600103 = -808539.984553
  nChanged 8
		SP:Iteration 93Q (22895.580000 sec): 3 clusters
  Score: Raw -811427.773917 + Penalty 2882.600103 = -808545.173814
  nChanged 8
		SP:Iteration 94Q (22895.790000 sec): 3 clusters
  Score: Raw -811433.503986 + Penalty 2882.600103 = -808550.903883
  nChanged 9
		SP:Iteration 95Q (22896.020000 sec): 3 clusters
  Score: Raw -811438.860144 + Penalty 2882.600103 = -808556.260041
  nChanged 6
		SP:Iteration 96Q (22896.220000 sec): 3 clusters
  Score: Raw -811443.973007 + Penalty 2882.600103 = -808561.372905
  nChanged 6
		SP:Iteration 97Q (22896.390000 sec): 3 clusters
  Score: Raw -811447.595629 + Penalty 2882.600103 = -808564.995526
  nChanged 6
		SP:Iteration 98Q (22896.600000 sec): 3 clusters
  Score: Raw -811451.499312 + Penalty 2882.600103 = -808568.899209
  nChanged 3
		SP:Iteration 99Q (22896.810000 sec): 3 clusters
  Score: Raw -811453.404391 + Penalty 2882.600103 = -808570.804288
  nChanged 3
		SP:Iteration 100F (22897.010000 sec): 3 clusters
  Score: Raw -811454.956481 + Penalty 2882.600103 = -808572.356378
  nChanged 2
		SP:Iteration 101Q (22897.220000 sec): 3 clusters
  Score: Raw -811455.894304 + Penalty 2882.600103 = -808573.294202
  nChanged 2
		SP:Iteration 102Q (22897.420000 sec): 3 clusters
  Score: Raw -811457.318209 + Penalty 2882.600103 = -808574.718106
  nChanged 2
		SP:Iteration 103Q (22897.620000 sec): 3 clusters
  Score: Raw -811458.169760 + Penalty 2882.600103 = -808575.569657
  nChanged 4
		SP:Iteration 104Q (22897.780000 sec): 3 clusters
  Score: Raw -811460.717026 + Penalty 2882.600103 = -808578.116924
  nChanged 6
		SP:Iteration 105Q (22897.980000 sec): 3 clusters
  Score: Raw -811466.288901 + Penalty 2882.600103 = -808583.688799
  nChanged 8
		SP:Iteration 106Q (22898.150000 sec): 3 clusters
  Score: Raw -811472.602188 + Penalty 2882.600103 = -808590.002086
  nChanged 9
		SP:Iteration 107Q (22898.330000 sec): 3 clusters
  Score: Raw -811478.376856 + Penalty 2882.600103 = -808595.776753
  nChanged 4
		SP:Iteration 108Q (22898.550000 sec): 3 clusters
  Score: Raw -811481.446428 + Penalty 2882.600103 = -808598.846326
  nChanged 6
		SP:Iteration 109Q (22898.720000 sec): 3 clusters
  Score: Raw -811485.411423 + Penalty 2882.600103 = -808602.811320
  nChanged 5
		SP:Iteration 110Q (22898.910000 sec): 3 clusters
  Score: Raw -811488.144616 + Penalty 2882.600103 = -808605.544514
  nChanged 3
		SP:Iteration 111Q (22899.120000 sec): 3 clusters
  Score: Raw -811490.215442 + Penalty 2882.600103 = -808607.615339
  nChanged 5
		SP:Iteration 112Q (22899.340000 sec): 3 clusters
  Score: Raw -811493.398858 + Penalty 2882.600103 = -808610.798755
  nChanged 6
		SP:Iteration 113Q (22899.550000 sec): 3 clusters
  Score: Raw -811498.538551 + Penalty 2882.600103 = -808615.938449
  nChanged 3
		SP:Iteration 114Q (22899.710000 sec): 3 clusters
  Score: Raw -811500.328941 + Penalty 2882.600103 = -808617.728838
  nChanged 1
		SP:Iteration 115Q (22899.910000 sec): 3 clusters
  Score: Raw -811500.720626 + Penalty 2882.600103 = -808618.120523
  nChanged 2
		SP:Iteration 116Q (22900.090000 sec): 3 clusters
  Score: Raw -811502.319551 + Penalty 2882.600103 = -808619.719448
  nChanged 2
		SP:Iteration 117Q (22900.320000 sec): 3 clusters
  Score: Raw -811503.806523 + Penalty 2882.600103 = -808621.206421
  nChanged 3
		SP:Iteration 118Q (22900.530000 sec): 3 clusters
  Score: Raw -811505.911928 + Penalty 2882.600103 = -808623.311825
  nChanged 3
		SP:Iteration 119Q (22900.720000 sec): 3 clusters
  Score: Raw -811507.841697 + Penalty 2882.600103 = -808625.241594
  nChanged 2
		SP:Iteration 120F (22900.950000 sec): 3 clusters
  Score: Raw -811508.569485 + Penalty 2882.600103 = -808625.969383
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 46 (4663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22901.030000 sec): 2 clusters
  Score: Raw -478813.975123 + Penalty 1372.704823 = -477441.270299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22901.250000 sec): 3 clusters
  Score: Raw -476466.179880 + Penalty 2745.409646 = -473720.770234
  nChanged 1846
		SP:Iteration 1F (22901.420000 sec): 3 clusters
  Score: Raw -477454.651823 + Penalty 2745.409646 = -474709.242176
  nChanged 341
		SP:Iteration 2F (22901.690000 sec): 3 clusters
  Score: Raw -477652.535665 + Penalty 2745.409646 = -474907.126018
  nChanged 252
		SP:Iteration 3F (22901.870000 sec): 3 clusters
  Score: Raw -477780.133055 + Penalty 2745.409646 = -475034.723408
  nChanged 183
		SP:Iteration 4Q (22902.070000 sec): 3 clusters
  Score: Raw -477878.991584 + Penalty 2745.409646 = -475133.581938
  nChanged 177
		SP:Iteration 5Q (22902.310000 sec): 3 clusters
  Score: Raw -477954.354766 + Penalty 2745.409646 = -475208.945120
  nChanged 143
		SP:Iteration 6Q (22902.500000 sec): 3 clusters
  Score: Raw -478023.014341 + Penalty 2745.409646 = -475277.604695
  nChanged 130
		SP:Iteration 7Q (22902.730000 sec): 3 clusters
  Score: Raw -478093.186269 + Penalty 2745.409646 = -475347.776622
  nChanged 116
		SP:Iteration 8Q (22902.910000 sec): 3 clusters
  Score: Raw -478142.686631 + Penalty 2745.409646 = -475397.276985
  nChanged 97
		SP:Iteration 9Q (22903.140000 sec): 3 clusters
  Score: Raw -478191.276460 + Penalty 2745.409646 = -475445.866814
  nChanged 95
		SP:Iteration 10Q (22903.350000 sec): 3 clusters
  Score: Raw -478237.619371 + Penalty 2745.409646 = -475492.209725
  nChanged 98
		SP:Iteration 11Q (22903.530000 sec): 3 clusters
  Score: Raw -478292.314344 + Penalty 2745.409646 = -475546.904697
  nChanged 116
		SP:Iteration 12Q (22903.680000 sec): 3 clusters
  Score: Raw -478350.220771 + Penalty 2745.409646 = -475604.811124
  nChanged 107
		SP:Iteration 13Q (22903.890000 sec): 3 clusters
  Score: Raw -478421.300655 + Penalty 2745.409646 = -475675.891009
  nChanged 134
		SP:Iteration 14Q (22904.050000 sec): 3 clusters
  Score: Raw -478520.931261 + Penalty 2745.409646 = -475775.521614
  nChanged 129
		SP:Iteration 15Q (22904.250000 sec): 3 clusters
  Score: Raw -478624.402180 + Penalty 2745.409646 = -475878.992534
  nChanged 140
		SP:Iteration 16Q (22904.450000 sec): 3 clusters
  Score: Raw -478722.743489 + Penalty 2745.409646 = -475977.333842
  nChanged 131
		SP:Iteration 17Q (22904.700000 sec): 3 clusters
  Score: Raw -478828.458082 + Penalty 2745.409646 = -476083.048435
  nChanged 128
		SP:Iteration 18Q (22904.940000 sec): 3 clusters
  Score: Raw -478936.712910 + Penalty 2745.409646 = -476191.303263
  nChanged 125
		SP:Iteration 19Q (22905.120000 sec): 3 clusters
  Score: Raw -479052.156609 + Penalty 2745.409646 = -476306.746962
  nChanged 121
		SP:Iteration 20F (22905.320000 sec): 3 clusters
  Score: Raw -479156.041457 + Penalty 2745.409646 = -476410.631811
  nChanged 104
		SP:Iteration 21Q (22905.500000 sec): 3 clusters
  Score: Raw -479245.547808 + Penalty 2745.409646 = -476500.138162
  nChanged 101
		SP:Iteration 22Q (22905.700000 sec): 3 clusters
  Score: Raw -479338.761615 + Penalty 2745.409646 = -476593.351969
  nChanged 83
		SP:Iteration 23Q (22905.930000 sec): 3 clusters
  Score: Raw -479404.744430 + Penalty 2745.409646 = -476659.334783
  nChanged 60
		SP:Iteration 24Q (22906.100000 sec): 3 clusters
  Score: Raw -479441.832623 + Penalty 2745.409646 = -476696.422976
  nChanged 43
		SP:Iteration 25Q (22906.290000 sec): 3 clusters
  Score: Raw -479462.525244 + Penalty 2745.409646 = -476717.115598
  nChanged 27
		SP:Iteration 26Q (22906.430000 sec): 3 clusters
  Score: Raw -479474.386681 + Penalty 2745.409646 = -476728.977034
  nChanged 20
		SP:Iteration 27Q (22906.630000 sec): 3 clusters
  Score: Raw -479479.649610 + Penalty 2745.409646 = -476734.239964
  nChanged 10
		SP:Iteration 28Q (22906.830000 sec): 3 clusters
  Score: Raw -479481.979322 + Penalty 2745.409646 = -476736.569675
  nChanged 7
		SP:Iteration 29Q (22906.970000 sec): 3 clusters
  Score: Raw -479483.647307 + Penalty 2745.409646 = -476738.237661
  nChanged 5
		SP:Iteration 30Q (22907.180000 sec): 3 clusters
  Score: Raw -479484.878677 + Penalty 2745.409646 = -476739.469031
  nChanged 4
		SP:Iteration 31Q (22907.410000 sec): 3 clusters
  Score: Raw -479485.953255 + Penalty 2745.409646 = -476740.543608
  nChanged 7
		SP:Iteration 32Q (22907.600000 sec): 3 clusters
  Score: Raw -479487.399088 + Penalty 2745.409646 = -476741.989442
  nChanged 3
		SP:Iteration 33Q (22907.780000 sec): 3 clusters
  Score: Raw -479488.012705 + Penalty 2745.409646 = -476742.603059
  nChanged 2
		SP:Iteration 34Q (22907.970000 sec): 3 clusters
  Score: Raw -479488.392433 + Penalty 2745.409646 = -476742.982787
  nChanged 0
		SP:Iteration 35F (22908.140000 sec): 3 clusters
  Score: Raw -479488.392433 + Penalty 2745.409646 = -476742.982787
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 47 (4907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22908.270000 sec): 2 clusters
  Score: Raw -521432.648882 + Penalty 1380.992931 = -520051.655952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22908.500000 sec): 3 clusters
  Score: Raw -518822.328522 + Penalty 2761.985862 = -516060.342661
  nChanged 2021
		SP:Iteration 1F (22908.700000 sec): 3 clusters
  Score: Raw -519973.425624 + Penalty 2761.985862 = -517211.439762
  nChanged 378
		SP:Iteration 2F (22908.880000 sec): 3 clusters
  Score: Raw -520200.248952 + Penalty 2761.985862 = -517438.263091
  nChanged 287
		SP:Iteration 3F (22909.070000 sec): 3 clusters
  Score: Raw -520361.861338 + Penalty 2761.985862 = -517599.875477
  nChanged 236
		SP:Iteration 4Q (22909.230000 sec): 3 clusters
  Score: Raw -520480.127530 + Penalty 2761.985862 = -517718.141668
  nChanged 178
		SP:Iteration 5Q (22909.410000 sec): 3 clusters
  Score: Raw -520566.906747 + Penalty 2761.985862 = -517804.920885
  nChanged 137
		SP:Iteration 6Q (22909.550000 sec): 3 clusters
  Score: Raw -520642.778304 + Penalty 2761.985862 = -517880.792443
  nChanged 128
		SP:Iteration 7Q (22909.790000 sec): 3 clusters
  Score: Raw -520728.111474 + Penalty 2761.985862 = -517966.125612
  nChanged 140
		SP:Iteration 8Q (22909.970000 sec): 3 clusters
  Score: Raw -520836.802413 + Penalty 2761.985862 = -518074.816552
  nChanged 147
		SP:Iteration 9Q (22910.180000 sec): 3 clusters
  Score: Raw -520999.744977 + Penalty 2761.985862 = -518237.759115
  nChanged 161
		SP:Iteration 10Q (22910.380000 sec): 3 clusters
  Score: Raw -521164.597144 + Penalty 2761.985862 = -518402.611282
  nChanged 153
		SP:Iteration 11Q (22910.620000 sec): 3 clusters
  Score: Raw -521304.598880 + Penalty 2761.985862 = -518542.613018
  nChanged 155
		SP:Iteration 12Q (22910.820000 sec): 3 clusters
  Score: Raw -521415.510440 + Penalty 2761.985862 = -518653.524578
  nChanged 143
		SP:Iteration 13Q (22910.980000 sec): 3 clusters
  Score: Raw -521511.682357 + Penalty 2761.985862 = -518749.696495
  nChanged 117
		SP:Iteration 14Q (22911.160000 sec): 3 clusters
  Score: Raw -521578.470748 + Penalty 2761.985862 = -518816.484887
  nChanged 103
		SP:Iteration 15Q (22911.360000 sec): 3 clusters
  Score: Raw -521619.864740 + Penalty 2761.985862 = -518857.878878
  nChanged 58
		SP:Iteration 16Q (22911.520000 sec): 3 clusters
  Score: Raw -521642.909499 + Penalty 2761.985862 = -518880.923637
  nChanged 58
		SP:Iteration 17Q (22911.730000 sec): 3 clusters
  Score: Raw -521666.345217 + Penalty 2761.985862 = -518904.359355
  nChanged 58
		SP:Iteration 18Q (22911.900000 sec): 3 clusters
  Score: Raw -521688.980305 + Penalty 2761.985862 = -518926.994443
  nChanged 50
		SP:Iteration 19Q (22912.090000 sec): 3 clusters
  Score: Raw -521710.593420 + Penalty 2761.985862 = -518948.607558
  nChanged 60
		SP:Iteration 20F (22912.300000 sec): 3 clusters
  Score: Raw -521738.030873 + Penalty 2761.985862 = -518976.045011
  nChanged 55
		SP:Iteration 21Q (22912.490000 sec): 3 clusters
  Score: Raw -521759.556570 + Penalty 2761.985862 = -518997.570709
  nChanged 41
		SP:Iteration 22Q (22912.690000 sec): 3 clusters
  Score: Raw -521775.059247 + Penalty 2761.985862 = -519013.073385
  nChanged 37
		SP:Iteration 23Q (22912.840000 sec): 3 clusters
  Score: Raw -521789.260726 + Penalty 2761.985862 = -519027.274865
  nChanged 33
		SP:Iteration 24Q (22913.040000 sec): 3 clusters
  Score: Raw -521806.748422 + Penalty 2761.985862 = -519044.762560
  nChanged 38
		SP:Iteration 25Q (22913.250000 sec): 3 clusters
  Score: Raw -521824.267523 + Penalty 2761.985862 = -519062.281661
  nChanged 49
		SP:Iteration 26Q (22913.410000 sec): 3 clusters
  Score: Raw -521844.733379 + Penalty 2761.985862 = -519082.747517
  nChanged 45
		SP:Iteration 27Q (22913.650000 sec): 3 clusters
  Score: Raw -521863.368855 + Penalty 2761.985862 = -519101.382993
  nChanged 41
		SP:Iteration 28Q (22913.880000 sec): 3 clusters
  Score: Raw -521879.242422 + Penalty 2761.985862 = -519117.256560
  nChanged 32
		SP:Iteration 29Q (22914.100000 sec): 3 clusters
  Score: Raw -521890.485293 + Penalty 2761.985862 = -519128.499431
  nChanged 23
		SP:Iteration 30Q (22914.270000 sec): 3 clusters
  Score: Raw -521897.321216 + Penalty 2761.985862 = -519135.335354
  nChanged 22
		SP:Iteration 31Q (22914.490000 sec): 3 clusters
  Score: Raw -521904.322363 + Penalty 2761.985862 = -519142.336501
  nChanged 22
		SP:Iteration 32Q (22914.650000 sec): 3 clusters
  Score: Raw -521912.115232 + Penalty 2761.985862 = -519150.129370
  nChanged 27
		SP:Iteration 33Q (22914.880000 sec): 3 clusters
  Score: Raw -521922.235937 + Penalty 2761.985862 = -519160.250075
  nChanged 32
		SP:Iteration 34Q (22915.050000 sec): 3 clusters
  Score: Raw -521935.107638 + Penalty 2761.985862 = -519173.121777
  nChanged 28
		SP:Iteration 35Q (22915.240000 sec): 3 clusters
  Score: Raw -521944.353996 + Penalty 2761.985862 = -519182.368134
  nChanged 27
		SP:Iteration 36Q (22915.380000 sec): 3 clusters
  Score: Raw -521953.460023 + Penalty 2761.985862 = -519191.474161
  nChanged 21
		SP:Iteration 37Q (22915.560000 sec): 3 clusters
  Score: Raw -521959.652717 + Penalty 2761.985862 = -519197.666855
  nChanged 20
		SP:Iteration 38Q (22915.800000 sec): 3 clusters
  Score: Raw -521966.463110 + Penalty 2761.985862 = -519204.477248
  nChanged 23
		SP:Iteration 39Q (22915.950000 sec): 3 clusters
  Score: Raw -521973.115286 + Penalty 2761.985862 = -519211.129425
  nChanged 21
		SP:Iteration 40F (22916.130000 sec): 3 clusters
  Score: Raw -521981.104784 + Penalty 2761.985862 = -519219.118922
  nChanged 24
		SP:Iteration 41Q (22916.350000 sec): 3 clusters
  Score: Raw -521988.945041 + Penalty 2761.985862 = -519226.959179
  nChanged 22
		SP:Iteration 42Q (22916.520000 sec): 3 clusters
  Score: Raw -521995.324517 + Penalty 2761.985862 = -519233.338655
  nChanged 25
		SP:Iteration 43Q (22916.730000 sec): 3 clusters
  Score: Raw -522003.888689 + Penalty 2761.985862 = -519241.902827
  nChanged 18
		SP:Iteration 44Q (22916.970000 sec): 3 clusters
  Score: Raw -522008.794897 + Penalty 2761.985862 = -519246.809035
  nChanged 20
		SP:Iteration 45Q (22917.140000 sec): 3 clusters
  Score: Raw -522015.284585 + Penalty 2761.985862 = -519253.298723
  nChanged 21
		SP:Iteration 46Q (22917.300000 sec): 3 clusters
  Score: Raw -522022.835343 + Penalty 2761.985862 = -519260.849481
  nChanged 26
		SP:Iteration 47Q (22917.500000 sec): 3 clusters
  Score: Raw -522030.884673 + Penalty 2761.985862 = -519268.898811
  nChanged 17
		SP:Iteration 48Q (22917.630000 sec): 3 clusters
  Score: Raw -522037.436273 + Penalty 2761.985862 = -519275.450411
  nChanged 27
		SP:Iteration 49Q (22917.880000 sec): 3 clusters
  Score: Raw -522048.029858 + Penalty 2761.985862 = -519286.043996
  nChanged 27
		SP:Iteration 50Q (22918.070000 sec): 3 clusters
  Score: Raw -522059.067450 + Penalty 2761.985862 = -519297.081589
  nChanged 37
		SP:Iteration 51Q (22918.280000 sec): 3 clusters
  Score: Raw -522077.884664 + Penalty 2761.985862 = -519315.898802
  nChanged 43
		SP:Iteration 52Q (22918.470000 sec): 3 clusters
  Score: Raw -522098.534055 + Penalty 2761.985862 = -519336.548193
  nChanged 43
		SP:Iteration 53Q (22918.670000 sec): 3 clusters
  Score: Raw -522124.707717 + Penalty 2761.985862 = -519362.721856
  nChanged 45
		SP:Iteration 54Q (22918.840000 sec): 3 clusters
  Score: Raw -522144.433569 + Penalty 2761.985862 = -519382.447707
  nChanged 41
		SP:Iteration 55Q (22919.040000 sec): 3 clusters
  Score: Raw -522163.403713 + Penalty 2761.985862 = -519401.417851
  nChanged 46
		SP:Iteration 56Q (22919.240000 sec): 3 clusters
  Score: Raw -522186.593635 + Penalty 2761.985862 = -519424.607774
  nChanged 40
		SP:Iteration 57Q (22919.440000 sec): 3 clusters
  Score: Raw -522203.964230 + Penalty 2761.985862 = -519441.978368
  nChanged 48
		SP:Iteration 58Q (22919.610000 sec): 3 clusters
  Score: Raw -522231.572200 + Penalty 2761.985862 = -519469.586338
  nChanged 56
		SP:Iteration 59Q (22919.830000 sec): 3 clusters
  Score: Raw -522282.170903 + Penalty 2761.985862 = -519520.185042
  nChanged 71
		SP:Iteration 60F (22919.990000 sec): 3 clusters
  Score: Raw -522344.607852 + Penalty 2761.985862 = -519582.621990
  nChanged 82
		SP:Iteration 61Q (22920.210000 sec): 3 clusters
  Score: Raw -522419.430211 + Penalty 2761.985862 = -519657.444349
  nChanged 67
		SP:Iteration 62Q (22920.400000 sec): 3 clusters
  Score: Raw -522466.113530 + Penalty 2761.985862 = -519704.127668
  nChanged 45
		SP:Iteration 63Q (22920.570000 sec): 3 clusters
  Score: Raw -522494.711656 + Penalty 2761.985862 = -519732.725794
  nChanged 45
		SP:Iteration 64Q (22920.780000 sec): 3 clusters
  Score: Raw -522523.195794 + Penalty 2761.985862 = -519761.209932
  nChanged 46
		SP:Iteration 65Q (22920.960000 sec): 3 clusters
  Score: Raw -522558.956223 + Penalty 2761.985862 = -519796.970361
  nChanged 43
		SP:Iteration 66Q (22921.220000 sec): 3 clusters
  Score: Raw -522594.693664 + Penalty 2761.985862 = -519832.707803
  nChanged 37
		SP:Iteration 67Q (22921.430000 sec): 3 clusters
  Score: Raw -522619.776435 + Penalty 2761.985862 = -519857.790574
  nChanged 27
		SP:Iteration 68Q (22921.630000 sec): 3 clusters
  Score: Raw -522633.280975 + Penalty 2761.985862 = -519871.295113
  nChanged 22
		SP:Iteration 69Q (22921.830000 sec): 3 clusters
  Score: Raw -522644.152240 + Penalty 2761.985862 = -519882.166378
  nChanged 21
		SP:Iteration 70Q (22922.040000 sec): 3 clusters
  Score: Raw -522659.354431 + Penalty 2761.985862 = -519897.368569
  nChanged 20
		SP:Iteration 71Q (22922.260000 sec): 3 clusters
  Score: Raw -522672.945557 + Penalty 2761.985862 = -519910.959695
  nChanged 12
		SP:Iteration 72Q (22922.440000 sec): 3 clusters
  Score: Raw -522677.919342 + Penalty 2761.985862 = -519915.933480
  nChanged 4
		SP:Iteration 73Q (22922.630000 sec): 3 clusters
  Score: Raw -522679.411338 + Penalty 2761.985862 = -519917.425476
  nChanged 4
		SP:Iteration 74Q (22922.840000 sec): 3 clusters
  Score: Raw -522680.580393 + Penalty 2761.985862 = -519918.594532
  nChanged 4
		SP:Iteration 75Q (22923.030000 sec): 3 clusters
  Score: Raw -522681.522140 + Penalty 2761.985862 = -519919.536278
  nChanged 4
		SP:Iteration 76Q (22923.220000 sec): 3 clusters
  Score: Raw -522683.086054 + Penalty 2761.985862 = -519921.100192
  nChanged 5
		SP:Iteration 77Q (22923.420000 sec): 3 clusters
  Score: Raw -522683.883387 + Penalty 2761.985862 = -519921.897526
  nChanged 0
		SP:Iteration 78F (22923.640000 sec): 3 clusters
  Score: Raw -522683.883387 + Penalty 2761.985862 = -519921.897526
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 48 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22923.750000 sec): 2 clusters
  Score: Raw -17165.908484 + Penalty 868.904974 = -16297.003511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22923.970000 sec): 3 clusters
  Score: Raw -17416.491718 + Penalty 1737.809947 = -15678.681770
  nChanged 35
		SP:Iteration 1F (22924.140000 sec): 3 clusters
  Score: Raw -17548.252227 + Penalty 1737.809947 = -15810.442279
  nChanged 8
		SP:Iteration 2Q (22924.340000 sec): 3 clusters
  Score: Raw -17576.393342 + Penalty 1737.809947 = -15838.583395
  nChanged 4
		SP:Iteration 3Q (22924.540000 sec): 3 clusters
  Score: Raw -17592.289327 + Penalty 1737.809947 = -15854.479379
  nChanged 3
		SP:Iteration 4Q (22924.740000 sec): 3 clusters
  Score: Raw -17612.142715 + Penalty 1737.809947 = -15874.332768
  nChanged 3
		SP:Iteration 5Q (22924.920000 sec): 3 clusters
  Score: Raw -17628.008057 + Penalty 1737.809947 = -15890.198109
  nChanged 2
		SP:Iteration 6Q (22925.080000 sec): 3 clusters
  Score: Raw -17638.788276 + Penalty 1737.809947 = -15900.978328
  nChanged 0
		SP:Iteration 7F (22925.280000 sec): 3 clusters
  Score: Raw -17638.788276 + Penalty 1737.809947 = -15900.978328
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 49 (13121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22925.450000 sec): 2 clusters
  Score: Raw -1281774.004692 + Penalty 1540.820008 = -1280233.184685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22925.660000 sec): 3 clusters
  Score: Raw -1274211.378814 + Penalty 3081.640016 = -1271129.738799
  nChanged 5775
		SP:Iteration 1F (22925.900000 sec): 3 clusters
  Score: Raw -1277506.742881 + Penalty 3081.640016 = -1274425.102865
  nChanged 925
		SP:Iteration 2F (22926.180000 sec): 3 clusters
  Score: Raw -1278061.492699 + Penalty 3081.640016 = -1274979.852683
  nChanged 903
		SP:Iteration 3F (22926.380000 sec): 3 clusters
  Score: Raw -1278577.453126 + Penalty 3081.640016 = -1275495.813110
  nChanged 774
		SP:Iteration 4F (22926.670000 sec): 3 clusters
  Score: Raw -1279007.740769 + Penalty 3081.640016 = -1275926.100754
  nChanged 728
		SP:Iteration 5F (22926.880000 sec): 3 clusters
  Score: Raw -1279391.418646 + Penalty 3081.640016 = -1276309.778631
  nChanged 608
		SP:Iteration 6Q (22927.150000 sec): 3 clusters
  Score: Raw -1279706.822489 + Penalty 3081.640016 = -1276625.182474
  nChanged 567
		SP:Iteration 7Q (22927.420000 sec): 3 clusters
  Score: Raw -1279953.400274 + Penalty 3081.640016 = -1276871.760258
  nChanged 488
		SP:Iteration 8Q (22927.620000 sec): 3 clusters
  Score: Raw -1280156.589965 + Penalty 3081.640016 = -1277074.949949
  nChanged 407
		SP:Iteration 9Q (22927.850000 sec): 3 clusters
  Score: Raw -1280317.828490 + Penalty 3081.640016 = -1277236.188474
  nChanged 356
		SP:Iteration 10Q (22928.170000 sec): 3 clusters
  Score: Raw -1280447.492469 + Penalty 3081.640016 = -1277365.852453
  nChanged 310
		SP:Iteration 11Q (22928.400000 sec): 3 clusters
  Score: Raw -1280561.320573 + Penalty 3081.640016 = -1277479.680557
  nChanged 260
		SP:Iteration 12Q (22928.610000 sec): 3 clusters
  Score: Raw -1280662.932906 + Penalty 3081.640016 = -1277581.292890
  nChanged 236
		SP:Iteration 13Q (22928.820000 sec): 3 clusters
  Score: Raw -1280766.164258 + Penalty 3081.640016 = -1277684.524242
  nChanged 226
		SP:Iteration 14Q (22929.020000 sec): 3 clusters
  Score: Raw -1280859.651122 + Penalty 3081.640016 = -1277778.011106
  nChanged 217
		SP:Iteration 15Q (22929.250000 sec): 3 clusters
  Score: Raw -1280940.736474 + Penalty 3081.640016 = -1277859.096459
  nChanged 194
		SP:Iteration 16Q (22929.510000 sec): 3 clusters
  Score: Raw -1281005.148739 + Penalty 3081.640016 = -1277923.508723
  nChanged 163
		SP:Iteration 17Q (22929.720000 sec): 3 clusters
  Score: Raw -1281058.207923 + Penalty 3081.640016 = -1277976.567908
  nChanged 158
		SP:Iteration 18Q (22929.960000 sec): 3 clusters
  Score: Raw -1281101.337303 + Penalty 3081.640016 = -1278019.697287
  nChanged 162
		SP:Iteration 19Q (22930.160000 sec): 3 clusters
  Score: Raw -1281146.963974 + Penalty 3081.640016 = -1278065.323958
  nChanged 165
		SP:Iteration 20F (22930.420000 sec): 3 clusters
  Score: Raw -1281198.123337 + Penalty 3081.640016 = -1278116.483322
  nChanged 160
		SP:Iteration 21Q (22930.640000 sec): 3 clusters
  Score: Raw -1281248.169924 + Penalty 3081.640016 = -1278166.529908
  nChanged 142
		SP:Iteration 22Q (22930.880000 sec): 3 clusters
  Score: Raw -1281285.270793 + Penalty 3081.640016 = -1278203.630777
  nChanged 130
		SP:Iteration 23Q (22931.110000 sec): 3 clusters
  Score: Raw -1281317.374887 + Penalty 3081.640016 = -1278235.734871
  nChanged 124
		SP:Iteration 24Q (22931.360000 sec): 3 clusters
  Score: Raw -1281351.736017 + Penalty 3081.640016 = -1278270.096001
  nChanged 124
		SP:Iteration 25Q (22931.560000 sec): 3 clusters
  Score: Raw -1281383.306128 + Penalty 3081.640016 = -1278301.666113
  nChanged 109
		SP:Iteration 26Q (22931.840000 sec): 3 clusters
  Score: Raw -1281407.720049 + Penalty 3081.640016 = -1278326.080033
  nChanged 85
		SP:Iteration 27Q (22932.120000 sec): 3 clusters
  Score: Raw -1281425.042253 + Penalty 3081.640016 = -1278343.402237
  nChanged 81
		SP:Iteration 28Q (22932.380000 sec): 3 clusters
  Score: Raw -1281443.594152 + Penalty 3081.640016 = -1278361.954137
  nChanged 93
		SP:Iteration 29Q (22932.610000 sec): 3 clusters
  Score: Raw -1281465.012069 + Penalty 3081.640016 = -1278383.372054
  nChanged 101
		SP:Iteration 30Q (22932.920000 sec): 3 clusters
  Score: Raw -1281488.978455 + Penalty 3081.640016 = -1278407.338439
  nChanged 92
		SP:Iteration 31Q (22933.180000 sec): 3 clusters
  Score: Raw -1281507.979285 + Penalty 3081.640016 = -1278426.339270
  nChanged 77
		SP:Iteration 32Q (22933.390000 sec): 3 clusters
  Score: Raw -1281522.947944 + Penalty 3081.640016 = -1278441.307928
  nChanged 82
		SP:Iteration 33Q (22933.620000 sec): 3 clusters
  Score: Raw -1281539.843205 + Penalty 3081.640016 = -1278458.203189
  nChanged 78
		SP:Iteration 34Q (22933.850000 sec): 3 clusters
  Score: Raw -1281557.390153 + Penalty 3081.640016 = -1278475.750137
  nChanged 96
		SP:Iteration 35Q (22934.060000 sec): 3 clusters
  Score: Raw -1281581.602290 + Penalty 3081.640016 = -1278499.962275
  nChanged 96
		SP:Iteration 36Q (22934.310000 sec): 3 clusters
  Score: Raw -1281608.289304 + Penalty 3081.640016 = -1278526.649288
  nChanged 87
		SP:Iteration 37Q (22934.480000 sec): 3 clusters
  Score: Raw -1281630.623029 + Penalty 3081.640016 = -1278548.983013
  nChanged 79
		SP:Iteration 38Q (22934.690000 sec): 3 clusters
  Score: Raw -1281650.875130 + Penalty 3081.640016 = -1278569.235114
  nChanged 81
		SP:Iteration 39Q (22934.900000 sec): 3 clusters
  Score: Raw -1281670.873913 + Penalty 3081.640016 = -1278589.233897
  nChanged 85
		SP:Iteration 40F (22935.140000 sec): 3 clusters
  Score: Raw -1281694.615642 + Penalty 3081.640016 = -1278612.975626
  nChanged 93
		SP:Iteration 41Q (22935.340000 sec): 3 clusters
  Score: Raw -1281721.289582 + Penalty 3081.640016 = -1278639.649567
  nChanged 74
		SP:Iteration 42Q (22935.570000 sec): 3 clusters
  Score: Raw -1281743.910564 + Penalty 3081.640016 = -1278662.270549
  nChanged 81
		SP:Iteration 43Q (22935.840000 sec): 3 clusters
  Score: Raw -1281766.522797 + Penalty 3081.640016 = -1278684.882781
  nChanged 81
		SP:Iteration 44Q (22936.110000 sec): 3 clusters
  Score: Raw -1281793.633210 + Penalty 3081.640016 = -1278711.993195
  nChanged 79
		SP:Iteration 45Q (22936.330000 sec): 3 clusters
  Score: Raw -1281821.071222 + Penalty 3081.640016 = -1278739.431206
  nChanged 67
		SP:Iteration 46Q (22936.490000 sec): 3 clusters
  Score: Raw -1281840.557677 + Penalty 3081.640016 = -1278758.917661
  nChanged 68
		SP:Iteration 47Q (22936.750000 sec): 3 clusters
  Score: Raw -1281865.587034 + Penalty 3081.640016 = -1278783.947018
  nChanged 78
		SP:Iteration 48Q (22937.000000 sec): 3 clusters
  Score: Raw -1281896.634438 + Penalty 3081.640016 = -1278814.994423
  nChanged 83
		SP:Iteration 49Q (22937.220000 sec): 3 clusters
  Score: Raw -1281931.447540 + Penalty 3081.640016 = -1278849.807524
  nChanged 70
		SP:Iteration 50Q (22937.470000 sec): 3 clusters
  Score: Raw -1281957.520204 + Penalty 3081.640016 = -1278875.880188
  nChanged 75
		SP:Iteration 51Q (22937.690000 sec): 3 clusters
  Score: Raw -1281988.468875 + Penalty 3081.640016 = -1278906.828859
  nChanged 74
		SP:Iteration 52Q (22937.890000 sec): 3 clusters
  Score: Raw -1282020.676731 + Penalty 3081.640016 = -1278939.036715
  nChanged 65
		SP:Iteration 53Q (22938.120000 sec): 3 clusters
  Score: Raw -1282044.074106 + Penalty 3081.640016 = -1278962.434091
  nChanged 61
		SP:Iteration 54Q (22938.390000 sec): 3 clusters
  Score: Raw -1282068.918050 + Penalty 3081.640016 = -1278987.278034
  nChanged 66
		SP:Iteration 55Q (22938.640000 sec): 3 clusters
  Score: Raw -1282094.915659 + Penalty 3081.640016 = -1279013.275643
  nChanged 55
		SP:Iteration 56Q (22938.920000 sec): 3 clusters
  Score: Raw -1282118.161485 + Penalty 3081.640016 = -1279036.521469
  nChanged 52
		SP:Iteration 57Q (22939.180000 sec): 3 clusters
  Score: Raw -1282139.904677 + Penalty 3081.640016 = -1279058.264661
  nChanged 38
		SP:Iteration 58Q (22939.420000 sec): 3 clusters
  Score: Raw -1282155.656019 + Penalty 3081.640016 = -1279074.016004
  nChanged 35
		SP:Iteration 59Q (22939.670000 sec): 3 clusters
  Score: Raw -1282171.432658 + Penalty 3081.640016 = -1279089.792642
  nChanged 32
		SP:Iteration 60F (22939.920000 sec): 3 clusters
  Score: Raw -1282185.879552 + Penalty 3081.640016 = -1279104.239536
  nChanged 22
		SP:Iteration 61Q (22940.140000 sec): 3 clusters
  Score: Raw -1282196.748951 + Penalty 3081.640016 = -1279115.108935
  nChanged 20
		SP:Iteration 62Q (22940.380000 sec): 3 clusters
  Score: Raw -1282206.767101 + Penalty 3081.640016 = -1279125.127085
  nChanged 18
		SP:Iteration 63Q (22940.610000 sec): 3 clusters
  Score: Raw -1282216.317579 + Penalty 3081.640016 = -1279134.677563
  nChanged 15
		SP:Iteration 64Q (22940.840000 sec): 3 clusters
  Score: Raw -1282223.156689 + Penalty 3081.640016 = -1279141.516673
  nChanged 24
		SP:Iteration 65Q (22941.060000 sec): 3 clusters
  Score: Raw -1282235.275335 + Penalty 3081.640016 = -1279153.635319
  nChanged 30
		SP:Iteration 66Q (22941.330000 sec): 3 clusters
  Score: Raw -1282247.765091 + Penalty 3081.640016 = -1279166.125076
  nChanged 28
		SP:Iteration 67Q (22941.540000 sec): 3 clusters
  Score: Raw -1282261.216358 + Penalty 3081.640016 = -1279179.576342
  nChanged 17
		SP:Iteration 68Q (22941.710000 sec): 3 clusters
  Score: Raw -1282268.668748 + Penalty 3081.640016 = -1279187.028732
  nChanged 19
		SP:Iteration 69Q (22941.920000 sec): 3 clusters
  Score: Raw -1282276.047008 + Penalty 3081.640016 = -1279194.406993
  nChanged 11
		SP:Iteration 70Q (22942.200000 sec): 3 clusters
  Score: Raw -1282281.023840 + Penalty 3081.640016 = -1279199.383824
  nChanged 7
		SP:Iteration 71Q (22942.480000 sec): 3 clusters
  Score: Raw -1282283.913561 + Penalty 3081.640016 = -1279202.273545
  nChanged 8
		SP:Iteration 72Q (22942.700000 sec): 3 clusters
  Score: Raw -1282289.095007 + Penalty 3081.640016 = -1279207.454991
  nChanged 11
		SP:Iteration 73Q (22942.940000 sec): 3 clusters
  Score: Raw -1282295.240035 + Penalty 3081.640016 = -1279213.600019
  nChanged 9
		SP:Iteration 74Q (22943.180000 sec): 3 clusters
  Score: Raw -1282298.757842 + Penalty 3081.640016 = -1279217.117826
  nChanged 12
		SP:Iteration 75Q (22943.440000 sec): 3 clusters
  Score: Raw -1282302.509343 + Penalty 3081.640016 = -1279220.869327
  nChanged 5
		SP:Iteration 76Q (22943.700000 sec): 3 clusters
  Score: Raw -1282304.790367 + Penalty 3081.640016 = -1279223.150352
  nChanged 7
		SP:Iteration 77Q (22943.970000 sec): 3 clusters
  Score: Raw -1282308.105802 + Penalty 3081.640016 = -1279226.465786
  nChanged 9
		SP:Iteration 78Q (22944.220000 sec): 3 clusters
  Score: Raw -1282312.067778 + Penalty 3081.640016 = -1279230.427763
  nChanged 4
		SP:Iteration 79Q (22944.450000 sec): 3 clusters
  Score: Raw -1282313.492020 + Penalty 3081.640016 = -1279231.852004
  nChanged 2
		SP:Iteration 80F (22944.740000 sec): 3 clusters
  Score: Raw -1282314.076685 + Penalty 3081.640016 = -1279232.436670
  nChanged 3
		SP:Iteration 81Q (22944.990000 sec): 3 clusters
  Score: Raw -1282314.620224 + Penalty 3081.640016 = -1279232.980209
  nChanged 1
		SP:Iteration 82Q (22945.250000 sec): 3 clusters
  Score: Raw -1282315.392983 + Penalty 3081.640016 = -1279233.752967
  nChanged 2
		SP:Iteration 83Q (22945.590000 sec): 3 clusters
  Score: Raw -1282317.920960 + Penalty 3081.640016 = -1279236.280944
  nChanged 3
		SP:Iteration 84Q (22945.860000 sec): 3 clusters
  Score: Raw -1282320.686338 + Penalty 3081.640016 = -1279239.046323
  nChanged 2
		SP:Iteration 85Q (22946.110000 sec): 3 clusters
  Score: Raw -1282321.597280 + Penalty 3081.640016 = -1279239.957264
  nChanged 2
		SP:Iteration 86Q (22946.350000 sec): 3 clusters
  Score: Raw -1282322.498716 + Penalty 3081.640016 = -1279240.858700
  nChanged 2
		SP:Iteration 87Q (22946.630000 sec): 3 clusters
  Score: Raw -1282323.325874 + Penalty 3081.640016 = -1279241.685858
  nChanged 2
		SP:Iteration 88Q (22946.840000 sec): 3 clusters
  Score: Raw -1282323.942149 + Penalty 3081.640016 = -1279242.302134
  nChanged 0
		SP:Iteration 89F (22947.080000 sec): 3 clusters
  Score: Raw -1282323.942149 + Penalty 3081.640016 = -1279242.302134
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 50 (16158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22947.250000 sec): 2 clusters
  Score: Raw -1732475.955872 + Penalty 1574.652716 = -1730901.303155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22947.520000 sec): 3 clusters
  Score: Raw -1723027.892882 + Penalty 3149.305433 = -1719878.587449
  nChanged 7170
		SP:Iteration 1F (22947.740000 sec): 3 clusters
  Score: Raw -1726955.373261 + Penalty 3149.305433 = -1723806.067829
  nChanged 979
		SP:Iteration 2F (22948.000000 sec): 3 clusters
  Score: Raw -1727429.215207 + Penalty 3149.305433 = -1724279.909774
  nChanged 1010
		SP:Iteration 3F (22948.260000 sec): 3 clusters
  Score: Raw -1727989.828094 + Penalty 3149.305433 = -1724840.522661
  nChanged 1068
		SP:Iteration 4F (22948.470000 sec): 3 clusters
  Score: Raw -1728650.556394 + Penalty 3149.305433 = -1725501.250962
  nChanged 1080
		SP:Iteration 5F (22948.750000 sec): 3 clusters
  Score: Raw -1729394.653468 + Penalty 3149.305433 = -1726245.348035
  nChanged 1047
		SP:Iteration 6F (22949.000000 sec): 3 clusters
  Score: Raw -1730192.435558 + Penalty 3149.305433 = -1727043.130125
  nChanged 924
		SP:Iteration 7F (22949.240000 sec): 3 clusters
  Score: Raw -1730942.313680 + Penalty 3149.305433 = -1727793.008247
  nChanged 686
		SP:Iteration 8Q (22949.580000 sec): 3 clusters
  Score: Raw -1731523.970325 + Penalty 3149.305433 = -1728374.664893
  nChanged 515
		SP:Iteration 9Q (22949.860000 sec): 3 clusters
  Score: Raw -1731997.521418 + Penalty 3149.305433 = -1728848.215986
  nChanged 314
		SP:Iteration 10Q (22950.120000 sec): 3 clusters
  Score: Raw -1732335.203446 + Penalty 3149.305433 = -1729185.898013
  nChanged 166
		SP:Iteration 11Q (22950.320000 sec): 3 clusters
  Score: Raw -1732520.399573 + Penalty 3149.305433 = -1729371.094141
  nChanged 126
		SP:Iteration 12Q (22950.560000 sec): 3 clusters
  Score: Raw -1732647.548688 + Penalty 3149.305433 = -1729498.243255
  nChanged 90
		SP:Iteration 13Q (22950.810000 sec): 3 clusters
  Score: Raw -1732733.092491 + Penalty 3149.305433 = -1729583.787058
  nChanged 56
		SP:Iteration 14Q (22951.080000 sec): 3 clusters
  Score: Raw -1732783.940558 + Penalty 3149.305433 = -1729634.635126
  nChanged 39
		SP:Iteration 15Q (22951.300000 sec): 3 clusters
  Score: Raw -1732809.747011 + Penalty 3149.305433 = -1729660.441578
  nChanged 21
		SP:Iteration 16Q (22951.520000 sec): 3 clusters
  Score: Raw -1732822.399224 + Penalty 3149.305433 = -1729673.093791
  nChanged 14
		SP:Iteration 17Q (22951.750000 sec): 3 clusters
  Score: Raw -1732834.084338 + Penalty 3149.305433 = -1729684.778906
  nChanged 9
		SP:Iteration 18Q (22951.980000 sec): 3 clusters
  Score: Raw -1732843.024743 + Penalty 3149.305433 = -1729693.719310
  nChanged 10
		SP:Iteration 19Q (22952.220000 sec): 3 clusters
  Score: Raw -1732850.209513 + Penalty 3149.305433 = -1729700.904080
  nChanged 6
		SP:Iteration 20F (22952.490000 sec): 3 clusters
  Score: Raw -1732854.156933 + Penalty 3149.305433 = -1729704.851500
  nChanged 5
		SP:Iteration 21Q (22952.730000 sec): 3 clusters
  Score: Raw -1732858.102514 + Penalty 3149.305433 = -1729708.797081
  nChanged 3
		SP:Iteration 22Q (22952.920000 sec): 3 clusters
  Score: Raw -1732859.822139 + Penalty 3149.305433 = -1729710.516706
  nChanged 2
		SP:Iteration 23Q (22953.140000 sec): 3 clusters
  Score: Raw -1732860.925592 + Penalty 3149.305433 = -1729711.620159
  nChanged 2
		SP:Iteration 24Q (22953.390000 sec): 3 clusters
  Score: Raw -1732861.749792 + Penalty 3149.305433 = -1729712.444360
  nChanged 0
		SP:Iteration 25F (22953.640000 sec): 3 clusters
  Score: Raw -1732861.749792 + Penalty 3149.305433 = -1729712.444360
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 51 (2577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22953.770000 sec): 2 clusters
  Score: Raw -260380.140197 + Penalty 1276.336947 = -259103.803250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22953.930000 sec): 3 clusters
  Score: Raw -259205.333691 + Penalty 2552.673893 = -256652.659797
  nChanged 963
		SP:Iteration 1F (22954.140000 sec): 3 clusters
  Score: Raw -259778.161005 + Penalty 2552.673893 = -257225.487112
  nChanged 154
		SP:Iteration 2F (22954.330000 sec): 3 clusters
  Score: Raw -259869.785918 + Penalty 2552.673893 = -257317.112024
  nChanged 110
		SP:Iteration 3Q (22954.500000 sec): 3 clusters
  Score: Raw -259936.473330 + Penalty 2552.673893 = -257383.799437
  nChanged 100
		SP:Iteration 4Q (22954.730000 sec): 3 clusters
  Score: Raw -260001.054265 + Penalty 2552.673893 = -257448.380371
  nChanged 91
		SP:Iteration 5Q (22954.900000 sec): 3 clusters
  Score: Raw -260055.661412 + Penalty 2552.673893 = -257502.987518
  nChanged 65
		SP:Iteration 6Q (22955.100000 sec): 3 clusters
  Score: Raw -260088.503795 + Penalty 2552.673893 = -257535.829901
  nChanged 38
		SP:Iteration 7Q (22955.260000 sec): 3 clusters
  Score: Raw -260108.639437 + Penalty 2552.673893 = -257555.965543
  nChanged 45
		SP:Iteration 8Q (22955.420000 sec): 3 clusters
  Score: Raw -260131.532718 + Penalty 2552.673893 = -257578.858824
  nChanged 46
		SP:Iteration 9Q (22955.580000 sec): 3 clusters
  Score: Raw -260160.032940 + Penalty 2552.673893 = -257607.359047
  nChanged 41
		SP:Iteration 10Q (22955.730000 sec): 3 clusters
  Score: Raw -260180.427480 + Penalty 2552.673893 = -257627.753587
  nChanged 44
		SP:Iteration 11Q (22955.920000 sec): 3 clusters
  Score: Raw -260207.079009 + Penalty 2552.673893 = -257654.405115
  nChanged 47
		SP:Iteration 12Q (22956.120000 sec): 3 clusters
  Score: Raw -260233.170890 + Penalty 2552.673893 = -257680.496996
  nChanged 41
		SP:Iteration 13Q (22956.320000 sec): 3 clusters
  Score: Raw -260252.534720 + Penalty 2552.673893 = -257699.860826
  nChanged 37
		SP:Iteration 14Q (22956.580000 sec): 3 clusters
  Score: Raw -260275.852589 + Penalty 2552.673893 = -257723.178696
  nChanged 39
		SP:Iteration 15Q (22956.780000 sec): 3 clusters
  Score: Raw -260298.479261 + Penalty 2552.673893 = -257745.805367
  nChanged 43
		SP:Iteration 16Q (22956.990000 sec): 3 clusters
  Score: Raw -260323.692474 + Penalty 2552.673893 = -257771.018581
  nChanged 46
		SP:Iteration 17Q (22957.200000 sec): 3 clusters
  Score: Raw -260347.777082 + Penalty 2552.673893 = -257795.103189
  nChanged 47
		SP:Iteration 18Q (22957.340000 sec): 3 clusters
  Score: Raw -260375.836065 + Penalty 2552.673893 = -257823.162172
  nChanged 49
		SP:Iteration 19Q (22957.580000 sec): 3 clusters
  Score: Raw -260404.812967 + Penalty 2552.673893 = -257852.139073
  nChanged 52
		SP:Iteration 20F (22957.790000 sec): 3 clusters
  Score: Raw -260432.757430 + Penalty 2552.673893 = -257880.083536
  nChanged 40
		SP:Iteration 21Q (22957.990000 sec): 3 clusters
  Score: Raw -260460.600789 + Penalty 2552.673893 = -257907.926896
  nChanged 55
		SP:Iteration 22Q (22958.190000 sec): 3 clusters
  Score: Raw -260496.918812 + Penalty 2552.673893 = -257944.244918
  nChanged 48
		SP:Iteration 23Q (22958.420000 sec): 3 clusters
  Score: Raw -260529.237705 + Penalty 2552.673893 = -257976.563811
  nChanged 42
		SP:Iteration 24Q (22958.660000 sec): 3 clusters
  Score: Raw -260555.848046 + Penalty 2552.673893 = -258003.174153
  nChanged 38
		SP:Iteration 25Q (22958.830000 sec): 3 clusters
  Score: Raw -260576.414808 + Penalty 2552.673893 = -258023.740915
  nChanged 21
		SP:Iteration 26Q (22959.010000 sec): 3 clusters
  Score: Raw -260588.133801 + Penalty 2552.673893 = -258035.459908
  nChanged 17
		SP:Iteration 27Q (22959.250000 sec): 3 clusters
  Score: Raw -260595.764492 + Penalty 2552.673893 = -258043.090598
  nChanged 12
		SP:Iteration 28Q (22959.440000 sec): 3 clusters
  Score: Raw -260604.096410 + Penalty 2552.673893 = -258051.422516
  nChanged 13
		SP:Iteration 29Q (22959.620000 sec): 3 clusters
  Score: Raw -260610.119817 + Penalty 2552.673893 = -258057.445924
  nChanged 10
		SP:Iteration 30Q (22959.790000 sec): 3 clusters
  Score: Raw -260614.235321 + Penalty 2552.673893 = -258061.561428
  nChanged 11
		SP:Iteration 31Q (22960.020000 sec): 3 clusters
  Score: Raw -260617.994434 + Penalty 2552.673893 = -258065.320540
  nChanged 5
		SP:Iteration 32Q (22960.180000 sec): 3 clusters
  Score: Raw -260620.703699 + Penalty 2552.673893 = -258068.029805
  nChanged 6
		SP:Iteration 33Q (22960.370000 sec): 3 clusters
  Score: Raw -260623.500588 + Penalty 2552.673893 = -258070.826695
  nChanged 8
		SP:Iteration 34Q (22960.530000 sec): 3 clusters
  Score: Raw -260626.947841 + Penalty 2552.673893 = -258074.273947
  nChanged 5
		SP:Iteration 35Q (22960.750000 sec): 3 clusters
  Score: Raw -260629.115501 + Penalty 2552.673893 = -258076.441608
  nChanged 4
		SP:Iteration 36Q (22960.950000 sec): 3 clusters
  Score: Raw -260631.215045 + Penalty 2552.673893 = -258078.541152
  nChanged 10
		SP:Iteration 37Q (22961.170000 sec): 3 clusters
  Score: Raw -260636.417729 + Penalty 2552.673893 = -258083.743835
  nChanged 8
		SP:Iteration 38Q (22961.370000 sec): 3 clusters
  Score: Raw -260639.828015 + Penalty 2552.673893 = -258087.154122
  nChanged 3
		SP:Iteration 39Q (22961.550000 sec): 3 clusters
  Score: Raw -260640.910804 + Penalty 2552.673893 = -258088.236910
  nChanged 0
		SP:Iteration 40F (22961.800000 sec): 3 clusters
  Score: Raw -260640.910804 + Penalty 2552.673893 = -258088.236910
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 52 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22961.880000 sec): 2 clusters
  Score: Raw -185104.561514 + Penalty 1217.754507 = -183886.807007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22962.030000 sec): 3 clusters
  Score: Raw -184345.942492 + Penalty 2435.509013 = -181910.433479
  nChanged 619
		SP:Iteration 1F (22962.200000 sec): 3 clusters
  Score: Raw -184811.037452 + Penalty 2435.509013 = -182375.528439
  nChanged 163
		SP:Iteration 2F (22962.370000 sec): 3 clusters
  Score: Raw -184976.983817 + Penalty 2435.509013 = -182541.474804
  nChanged 129
		SP:Iteration 3F (22962.550000 sec): 3 clusters
  Score: Raw -185103.498271 + Penalty 2435.509013 = -182667.989258
  nChanged 91
		SP:Iteration 4F (22962.710000 sec): 3 clusters
  Score: Raw -185195.730425 + Penalty 2435.509013 = -182760.221412
  nChanged 74
		SP:Iteration 5Q (22962.850000 sec): 3 clusters
  Score: Raw -185270.380146 + Penalty 2435.509013 = -182834.871133
  nChanged 49
		SP:Iteration 6Q (22963.010000 sec): 3 clusters
  Score: Raw -185313.233224 + Penalty 2435.509013 = -182877.724211
  nChanged 36
		SP:Iteration 7Q (22963.210000 sec): 3 clusters
  Score: Raw -185350.740354 + Penalty 2435.509013 = -182915.231341
  nChanged 32
		SP:Iteration 8Q (22963.400000 sec): 3 clusters
  Score: Raw -185378.273427 + Penalty 2435.509013 = -182942.764414
  nChanged 31
		SP:Iteration 9Q (22963.570000 sec): 3 clusters
  Score: Raw -185400.619416 + Penalty 2435.509013 = -182965.110403
  nChanged 16
		SP:Iteration 10Q (22963.770000 sec): 3 clusters
  Score: Raw -185413.365028 + Penalty 2435.509013 = -182977.856015
  nChanged 14
		SP:Iteration 11Q (22963.960000 sec): 3 clusters
  Score: Raw -185423.302351 + Penalty 2435.509013 = -182987.793338
  nChanged 12
		SP:Iteration 12Q (22964.130000 sec): 3 clusters
  Score: Raw -185432.948975 + Penalty 2435.509013 = -182997.439962
  nChanged 9
		SP:Iteration 13Q (22964.330000 sec): 3 clusters
  Score: Raw -185439.067029 + Penalty 2435.509013 = -183003.558016
  nChanged 11
		SP:Iteration 14Q (22964.510000 sec): 3 clusters
  Score: Raw -185445.467598 + Penalty 2435.509013 = -183009.958585
  nChanged 9
		SP:Iteration 15Q (22964.710000 sec): 3 clusters
  Score: Raw -185451.463164 + Penalty 2435.509013 = -183015.954151
  nChanged 11
		SP:Iteration 16Q (22964.900000 sec): 3 clusters
  Score: Raw -185457.732014 + Penalty 2435.509013 = -183022.223001
  nChanged 8
		SP:Iteration 17Q (22965.170000 sec): 3 clusters
  Score: Raw -185462.602033 + Penalty 2435.509013 = -183027.093020
  nChanged 12
		SP:Iteration 18Q (22965.330000 sec): 3 clusters
  Score: Raw -185471.484066 + Penalty 2435.509013 = -183035.975053
  nChanged 11
		SP:Iteration 19Q (22965.520000 sec): 3 clusters
  Score: Raw -185478.951275 + Penalty 2435.509013 = -183043.442262
  nChanged 11
		SP:Iteration 20F (22965.700000 sec): 3 clusters
  Score: Raw -185487.698696 + Penalty 2435.509013 = -183052.189683
  nChanged 13
		SP:Iteration 21Q (22965.860000 sec): 3 clusters
  Score: Raw -185495.591636 + Penalty 2435.509013 = -183060.082623
  nChanged 10
		SP:Iteration 22Q (22966.010000 sec): 3 clusters
  Score: Raw -185503.737122 + Penalty 2435.509013 = -183068.228109
  nChanged 13
		SP:Iteration 23Q (22966.160000 sec): 3 clusters
  Score: Raw -185510.954721 + Penalty 2435.509013 = -183075.445708
  nChanged 9
		SP:Iteration 24Q (22966.330000 sec): 3 clusters
  Score: Raw -185516.662696 + Penalty 2435.509013 = -183081.153683
  nChanged 4
		SP:Iteration 25Q (22966.470000 sec): 3 clusters
  Score: Raw -185519.405985 + Penalty 2435.509013 = -183083.896972
  nChanged 6
		SP:Iteration 26Q (22966.670000 sec): 3 clusters
  Score: Raw -185523.725884 + Penalty 2435.509013 = -183088.216871
  nChanged 8
		SP:Iteration 27Q (22966.870000 sec): 3 clusters
  Score: Raw -185528.444479 + Penalty 2435.509013 = -183092.935466
  nChanged 8
		SP:Iteration 28Q (22967.080000 sec): 3 clusters
  Score: Raw -185532.493711 + Penalty 2435.509013 = -183096.984698
  nChanged 6
		SP:Iteration 29Q (22967.280000 sec): 3 clusters
  Score: Raw -185535.891490 + Penalty 2435.509013 = -183100.382477
  nChanged 6
		SP:Iteration 30Q (22967.430000 sec): 3 clusters
  Score: Raw -185538.680540 + Penalty 2435.509013 = -183103.171527
  nChanged 2
		SP:Iteration 31Q (22967.630000 sec): 3 clusters
  Score: Raw -185539.688039 + Penalty 2435.509013 = -183104.179026
  nChanged 2
		SP:Iteration 32Q (22967.830000 sec): 3 clusters
  Score: Raw -185540.964027 + Penalty 2435.509013 = -183105.455014
  nChanged 3
		SP:Iteration 33Q (22968.050000 sec): 3 clusters
  Score: Raw -185543.316359 + Penalty 2435.509013 = -183107.807346
  nChanged 7
		SP:Iteration 34Q (22968.260000 sec): 3 clusters
  Score: Raw -185545.771370 + Penalty 2435.509013 = -183110.262357
  nChanged 4
		SP:Iteration 35Q (22968.420000 sec): 3 clusters
  Score: Raw -185547.025389 + Penalty 2435.509013 = -183111.516376
  nChanged 3
		SP:Iteration 36Q (22968.670000 sec): 3 clusters
  Score: Raw -185548.542967 + Penalty 2435.509013 = -183113.033954
  nChanged 3
		SP:Iteration 37Q (22968.850000 sec): 3 clusters
  Score: Raw -185550.188562 + Penalty 2435.509013 = -183114.679549
  nChanged 3
		SP:Iteration 38Q (22969.050000 sec): 3 clusters
  Score: Raw -185551.464041 + Penalty 2435.509013 = -183115.955028
  nChanged 1
		SP:Iteration 39Q (22969.260000 sec): 3 clusters
  Score: Raw -185551.746869 + Penalty 2435.509013 = -183116.237856
  nChanged 0
		SP:Iteration 40F (22969.450000 sec): 3 clusters
  Score: Raw -185551.746869 + Penalty 2435.509013 = -183116.237856
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 53 (4587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22969.560000 sec): 2 clusters
  Score: Raw -460567.005789 + Penalty 1370.034493 = -459196.971296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22969.800000 sec): 3 clusters
  Score: Raw -458181.539857 + Penalty 2740.068986 = -455441.470871
  nChanged 1840
		SP:Iteration 1F (22969.990000 sec): 3 clusters
  Score: Raw -459195.190426 + Penalty 2740.068986 = -456455.121440
  nChanged 324
		SP:Iteration 2F (22970.190000 sec): 3 clusters
  Score: Raw -459383.235802 + Penalty 2740.068986 = -456643.166816
  nChanged 250
		SP:Iteration 3F (22970.470000 sec): 3 clusters
  Score: Raw -459510.037454 + Penalty 2740.068986 = -456769.968468
  nChanged 203
		SP:Iteration 4Q (22970.670000 sec): 3 clusters
  Score: Raw -459614.934513 + Penalty 2740.068986 = -456874.865527
  nChanged 176
		SP:Iteration 5Q (22970.870000 sec): 3 clusters
  Score: Raw -459720.229176 + Penalty 2740.068986 = -456980.160190
  nChanged 183
		SP:Iteration 6Q (22971.080000 sec): 3 clusters
  Score: Raw -459836.211608 + Penalty 2740.068986 = -457096.142622
  nChanged 193
		SP:Iteration 7Q (22971.290000 sec): 3 clusters
  Score: Raw -459961.356762 + Penalty 2740.068986 = -457221.287776
  nChanged 179
		SP:Iteration 8Q (22971.520000 sec): 3 clusters
  Score: Raw -460086.057205 + Penalty 2740.068986 = -457345.988219
  nChanged 176
		SP:Iteration 9Q (22971.720000 sec): 3 clusters
  Score: Raw -460237.443235 + Penalty 2740.068986 = -457497.374250
  nChanged 203
		SP:Iteration 10Q (22971.870000 sec): 3 clusters
  Score: Raw -460443.937343 + Penalty 2740.068986 = -457703.868357
  nChanged 181
		SP:Iteration 11Q (22972.090000 sec): 3 clusters
  Score: Raw -460612.008340 + Penalty 2740.068986 = -457871.939355
  nChanged 152
		SP:Iteration 12Q (22972.260000 sec): 3 clusters
  Score: Raw -460722.965088 + Penalty 2740.068986 = -457982.896103
  nChanged 124
		SP:Iteration 13Q (22972.500000 sec): 3 clusters
  Score: Raw -460820.755958 + Penalty 2740.068986 = -458080.686972
  nChanged 117
		SP:Iteration 14Q (22972.750000 sec): 3 clusters
  Score: Raw -460913.225830 + Penalty 2740.068986 = -458173.156844
  nChanged 105
		SP:Iteration 15Q (22972.960000 sec): 3 clusters
  Score: Raw -460988.079533 + Penalty 2740.068986 = -458248.010547
  nChanged 96
		SP:Iteration 16Q (22973.150000 sec): 3 clusters
  Score: Raw -461056.109749 + Penalty 2740.068986 = -458316.040763
  nChanged 71
		SP:Iteration 17Q (22973.370000 sec): 3 clusters
  Score: Raw -461100.764089 + Penalty 2740.068986 = -458360.695103
  nChanged 55
		SP:Iteration 18Q (22973.570000 sec): 3 clusters
  Score: Raw -461133.845050 + Penalty 2740.068986 = -458393.776064
  nChanged 48
		SP:Iteration 19Q (22973.770000 sec): 3 clusters
  Score: Raw -461161.354478 + Penalty 2740.068986 = -458421.285492
  nChanged 42
		SP:Iteration 20F (22973.990000 sec): 3 clusters
  Score: Raw -461181.601673 + Penalty 2740.068986 = -458441.532688
  nChanged 32
		SP:Iteration 21Q (22974.180000 sec): 3 clusters
  Score: Raw -461196.156994 + Penalty 2740.068986 = -458456.088008
  nChanged 27
		SP:Iteration 22Q (22974.400000 sec): 3 clusters
  Score: Raw -461203.708893 + Penalty 2740.068986 = -458463.639907
  nChanged 17
		SP:Iteration 23Q (22974.600000 sec): 3 clusters
  Score: Raw -461208.800604 + Penalty 2740.068986 = -458468.731618
  nChanged 12
		SP:Iteration 24Q (22974.790000 sec): 3 clusters
  Score: Raw -461211.721355 + Penalty 2740.068986 = -458471.652369
  nChanged 12
		SP:Iteration 25Q (22974.990000 sec): 3 clusters
  Score: Raw -461214.704304 + Penalty 2740.068986 = -458474.635318
  nChanged 8
		SP:Iteration 26Q (22975.130000 sec): 3 clusters
  Score: Raw -461216.793203 + Penalty 2740.068986 = -458476.724217
  nChanged 11
		SP:Iteration 27Q (22975.290000 sec): 3 clusters
  Score: Raw -461219.723118 + Penalty 2740.068986 = -458479.654132
  nChanged 9
		SP:Iteration 28Q (22975.490000 sec): 3 clusters
  Score: Raw -461221.757791 + Penalty 2740.068986 = -458481.688805
  nChanged 8
		SP:Iteration 29Q (22975.680000 sec): 3 clusters
  Score: Raw -461223.090063 + Penalty 2740.068986 = -458483.021077
  nChanged 5
		SP:Iteration 30Q (22975.880000 sec): 3 clusters
  Score: Raw -461224.448267 + Penalty 2740.068986 = -458484.379282
  nChanged 9
		SP:Iteration 31Q (22976.090000 sec): 3 clusters
  Score: Raw -461227.040415 + Penalty 2740.068986 = -458486.971429
  nChanged 10
		SP:Iteration 32Q (22976.280000 sec): 3 clusters
  Score: Raw -461230.122780 + Penalty 2740.068986 = -458490.053794
  nChanged 8
		SP:Iteration 33Q (22976.420000 sec): 3 clusters
  Score: Raw -461232.393117 + Penalty 2740.068986 = -458492.324131
  nChanged 7
		SP:Iteration 34Q (22976.630000 sec): 3 clusters
  Score: Raw -461234.320260 + Penalty 2740.068986 = -458494.251274
  nChanged 8
		SP:Iteration 35Q (22976.770000 sec): 3 clusters
  Score: Raw -461236.901642 + Penalty 2740.068986 = -458496.832656
  nChanged 10
		SP:Iteration 36Q (22976.970000 sec): 3 clusters
  Score: Raw -461240.106818 + Penalty 2740.068986 = -458500.037833
  nChanged 5
		SP:Iteration 37Q (22977.170000 sec): 3 clusters
  Score: Raw -461241.091723 + Penalty 2740.068986 = -458501.022737
  nChanged 4
		SP:Iteration 38Q (22977.370000 sec): 3 clusters
  Score: Raw -461242.798424 + Penalty 2740.068986 = -458502.729438
  nChanged 8
		SP:Iteration 39Q (22977.550000 sec): 3 clusters
  Score: Raw -461244.862204 + Penalty 2740.068986 = -458504.793219
  nChanged 8
		SP:Iteration 40F (22977.740000 sec): 3 clusters
  Score: Raw -461247.282666 + Penalty 2740.068986 = -458507.213680
  nChanged 6
		SP:Iteration 41Q (22977.950000 sec): 3 clusters
  Score: Raw -461248.678664 + Penalty 2740.068986 = -458508.609678
  nChanged 4
		SP:Iteration 42Q (22978.150000 sec): 3 clusters
  Score: Raw -461249.779244 + Penalty 2740.068986 = -458509.710259
  nChanged 5
		SP:Iteration 43Q (22978.330000 sec): 3 clusters
  Score: Raw -461251.659600 + Penalty 2740.068986 = -458511.590615
  nChanged 8
		SP:Iteration 44Q (22978.530000 sec): 3 clusters
  Score: Raw -461253.420105 + Penalty 2740.068986 = -458513.351119
  nChanged 2
		SP:Iteration 45Q (22978.750000 sec): 3 clusters
  Score: Raw -461253.667314 + Penalty 2740.068986 = -458513.598329
  nChanged 2
		SP:Iteration 46Q (22978.930000 sec): 3 clusters
  Score: Raw -461254.098668 + Penalty 2740.068986 = -458514.029683
  nChanged 3
		SP:Iteration 47Q (22979.120000 sec): 3 clusters
  Score: Raw -461254.373961 + Penalty 2740.068986 = -458514.304975
  nChanged 2
		SP:Iteration 48Q (22979.310000 sec): 3 clusters
  Score: Raw -461254.588317 + Penalty 2740.068986 = -458514.519332
  nChanged 0
		SP:Iteration 49F (22979.490000 sec): 3 clusters
  Score: Raw -461254.588317 + Penalty 2740.068986 = -458514.519332
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 54 (5326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22979.610000 sec): 2 clusters
  Score: Raw -571370.755507 + Penalty 1394.307812 = -569976.447695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22979.830000 sec): 3 clusters
  Score: Raw -568541.047856 + Penalty 2788.615624 = -565752.432232
  nChanged 2199
		SP:Iteration 1F (22980.090000 sec): 3 clusters
  Score: Raw -569873.200296 + Penalty 2788.615624 = -567084.584672
  nChanged 443
		SP:Iteration 2F (22980.310000 sec): 3 clusters
  Score: Raw -570152.683722 + Penalty 2788.615624 = -567364.068098
  nChanged 323
		SP:Iteration 3F (22980.510000 sec): 3 clusters
  Score: Raw -570356.328381 + Penalty 2788.615624 = -567567.712756
  nChanged 260
		SP:Iteration 4Q (22980.710000 sec): 3 clusters
  Score: Raw -570537.063347 + Penalty 2788.615624 = -567748.447722
  nChanged 237
		SP:Iteration 5Q (22980.880000 sec): 3 clusters
  Score: Raw -570716.117243 + Penalty 2788.615624 = -567927.501619
  nChanged 233
		SP:Iteration 6Q (22981.050000 sec): 3 clusters
  Score: Raw -570893.292255 + Penalty 2788.615624 = -568104.676631
  nChanged 195
		SP:Iteration 7Q (22981.200000 sec): 3 clusters
  Score: Raw -571040.084686 + Penalty 2788.615624 = -568251.469062
  nChanged 168
		SP:Iteration 8Q (22981.370000 sec): 3 clusters
  Score: Raw -571181.287191 + Penalty 2788.615624 = -568392.671566
  nChanged 141
		SP:Iteration 9Q (22981.560000 sec): 3 clusters
  Score: Raw -571299.153993 + Penalty 2788.615624 = -568510.538369
  nChanged 102
		SP:Iteration 10Q (22981.730000 sec): 3 clusters
  Score: Raw -571382.928429 + Penalty 2788.615624 = -568594.312805
  nChanged 63
		SP:Iteration 11Q (22981.910000 sec): 3 clusters
  Score: Raw -571438.023213 + Penalty 2788.615624 = -568649.407589
  nChanged 43
		SP:Iteration 12Q (22982.130000 sec): 3 clusters
  Score: Raw -571471.528134 + Penalty 2788.615624 = -568682.912510
  nChanged 26
		SP:Iteration 13Q (22982.280000 sec): 3 clusters
  Score: Raw -571492.107440 + Penalty 2788.615624 = -568703.491816
  nChanged 17
		SP:Iteration 14Q (22982.540000 sec): 3 clusters
  Score: Raw -571506.196021 + Penalty 2788.615624 = -568717.580397
  nChanged 12
		SP:Iteration 15Q (22982.790000 sec): 3 clusters
  Score: Raw -571517.028491 + Penalty 2788.615624 = -568728.412867
  nChanged 11
		SP:Iteration 16Q (22982.980000 sec): 3 clusters
  Score: Raw -571522.857901 + Penalty 2788.615624 = -568734.242277
  nChanged 6
		SP:Iteration 17Q (22983.140000 sec): 3 clusters
  Score: Raw -571527.099778 + Penalty 2788.615624 = -568738.484154
  nChanged 8
		SP:Iteration 18Q (22983.330000 sec): 3 clusters
  Score: Raw -571532.619612 + Penalty 2788.615624 = -568744.003988
  nChanged 5
		SP:Iteration 19Q (22983.530000 sec): 3 clusters
  Score: Raw -571535.858500 + Penalty 2788.615624 = -568747.242876
  nChanged 8
		SP:Iteration 20F (22983.720000 sec): 3 clusters
  Score: Raw -571541.385407 + Penalty 2788.615624 = -568752.769783
  nChanged 5
		SP:Iteration 21Q (22983.910000 sec): 3 clusters
  Score: Raw -571543.864330 + Penalty 2788.615624 = -568755.248706
  nChanged 4
		SP:Iteration 22Q (22984.140000 sec): 3 clusters
  Score: Raw -571546.973113 + Penalty 2788.615624 = -568758.357489
  nChanged 5
		SP:Iteration 23Q (22984.330000 sec): 3 clusters
  Score: Raw -571549.845286 + Penalty 2788.615624 = -568761.229662
  nChanged 3
		SP:Iteration 24Q (22984.500000 sec): 3 clusters
  Score: Raw -571551.547950 + Penalty 2788.615624 = -568762.932326
  nChanged 5
		SP:Iteration 25Q (22984.730000 sec): 3 clusters
  Score: Raw -571555.283704 + Penalty 2788.615624 = -568766.668080
  nChanged 4
		SP:Iteration 26Q (22984.920000 sec): 3 clusters
  Score: Raw -571557.547625 + Penalty 2788.615624 = -568768.932000
  nChanged 4
		SP:Iteration 27Q (22985.120000 sec): 3 clusters
  Score: Raw -571560.948468 + Penalty 2788.615624 = -568772.332844
  nChanged 3
		SP:Iteration 28Q (22985.310000 sec): 3 clusters
  Score: Raw -571561.899997 + Penalty 2788.615624 = -568773.284373
  nChanged 1
		SP:Iteration 29Q (22985.470000 sec): 3 clusters
  Score: Raw -571562.612468 + Penalty 2788.615624 = -568773.996844
  nChanged 1
		SP:Iteration 30Q (22985.670000 sec): 3 clusters
  Score: Raw -571563.605758 + Penalty 2788.615624 = -568774.990134
  nChanged 1
		SP:Iteration 31Q (22985.860000 sec): 3 clusters
  Score: Raw -571564.340570 + Penalty 2788.615624 = -568775.724946
  nChanged 1
		SP:Iteration 32Q (22986.030000 sec): 3 clusters
  Score: Raw -571564.898091 + Penalty 2788.615624 = -568776.282467
  nChanged 1
		SP:Iteration 33Q (22986.240000 sec): 3 clusters
  Score: Raw -571565.879366 + Penalty 2788.615624 = -568777.263742
  nChanged 1
		SP:Iteration 34Q (22986.470000 sec): 3 clusters
  Score: Raw -571566.982991 + Penalty 2788.615624 = -568778.367367
  nChanged 2
		SP:Iteration 35Q (22986.660000 sec): 3 clusters
  Score: Raw -571568.399264 + Penalty 2788.615624 = -568779.783640
  nChanged 3
		SP:Iteration 36Q (22986.840000 sec): 3 clusters
  Score: Raw -571570.362151 + Penalty 2788.615624 = -568781.746527
  nChanged 1
		SP:Iteration 37Q (22987.020000 sec): 3 clusters
  Score: Raw -571570.660527 + Penalty 2788.615624 = -568782.044903
  nChanged 0
		SP:Iteration 38F (22987.180000 sec): 3 clusters
  Score: Raw -571570.660527 + Penalty 2788.615624 = -568782.044903
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 55 (1846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22987.290000 sec): 2 clusters
  Score: Raw -171181.463333 + Penalty 1222.126167 = -169959.337166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22987.470000 sec): 3 clusters
  Score: Raw -170385.826478 + Penalty 2444.252335 = -167941.574144
  nChanged 696
		SP:Iteration 1F (22987.660000 sec): 3 clusters
  Score: Raw -170902.314834 + Penalty 2444.252335 = -168458.062499
  nChanged 169
		SP:Iteration 2F (22987.850000 sec): 3 clusters
  Score: Raw -171086.297464 + Penalty 2444.252335 = -168642.045129
  nChanged 133
		SP:Iteration 3F (22988.050000 sec): 3 clusters
  Score: Raw -171242.952934 + Penalty 2444.252335 = -168798.700599
  nChanged 111
		SP:Iteration 4F (22988.230000 sec): 3 clusters
  Score: Raw -171366.610701 + Penalty 2444.252335 = -168922.358367
  nChanged 86
		SP:Iteration 5Q (22988.420000 sec): 3 clusters
  Score: Raw -171460.101631 + Penalty 2444.252335 = -169015.849296
  nChanged 66
		SP:Iteration 6Q (22988.600000 sec): 3 clusters
  Score: Raw -171544.015736 + Penalty 2444.252335 = -169099.763401
  nChanged 62
		SP:Iteration 7Q (22988.810000 sec): 3 clusters
  Score: Raw -171612.716872 + Penalty 2444.252335 = -169168.464537
  nChanged 45
		SP:Iteration 8Q (22989.010000 sec): 3 clusters
  Score: Raw -171660.073121 + Penalty 2444.252335 = -169215.820786
  nChanged 47
		SP:Iteration 9Q (22989.190000 sec): 3 clusters
  Score: Raw -171700.192947 + Penalty 2444.252335 = -169255.940612
  nChanged 34
		SP:Iteration 10Q (22989.340000 sec): 3 clusters
  Score: Raw -171729.605037 + Penalty 2444.252335 = -169285.352702
  nChanged 27
		SP:Iteration 11Q (22989.570000 sec): 3 clusters
  Score: Raw -171749.947566 + Penalty 2444.252335 = -169305.695231
  nChanged 18
		SP:Iteration 12Q (22989.730000 sec): 3 clusters
  Score: Raw -171760.528802 + Penalty 2444.252335 = -169316.276467
  nChanged 6
		SP:Iteration 13Q (22989.870000 sec): 3 clusters
  Score: Raw -171766.099638 + Penalty 2444.252335 = -169321.847303
  nChanged 9
		SP:Iteration 14Q (22990.040000 sec): 3 clusters
  Score: Raw -171770.810810 + Penalty 2444.252335 = -169326.558475
  nChanged 4
		SP:Iteration 15Q (22990.210000 sec): 3 clusters
  Score: Raw -171773.718426 + Penalty 2444.252335 = -169329.466092
  nChanged 6
		SP:Iteration 16Q (22990.370000 sec): 3 clusters
  Score: Raw -171779.080426 + Penalty 2444.252335 = -169334.828091
  nChanged 8
		SP:Iteration 17Q (22990.540000 sec): 3 clusters
  Score: Raw -171783.863805 + Penalty 2444.252335 = -169339.611470
  nChanged 8
		SP:Iteration 18Q (22990.710000 sec): 3 clusters
  Score: Raw -171789.428576 + Penalty 2444.252335 = -169345.176241
  nChanged 7
		SP:Iteration 19Q (22990.870000 sec): 3 clusters
  Score: Raw -171795.552183 + Penalty 2444.252335 = -169351.299848
  nChanged 5
		SP:Iteration 20F (22991.080000 sec): 3 clusters
  Score: Raw -171799.151238 + Penalty 2444.252335 = -169354.898904
  nChanged 4
		SP:Iteration 21Q (22991.230000 sec): 3 clusters
  Score: Raw -171803.542416 + Penalty 2444.252335 = -169359.290081
  nChanged 4
		SP:Iteration 22Q (22991.410000 sec): 3 clusters
  Score: Raw -171805.583412 + Penalty 2444.252335 = -169361.331077
  nChanged 6
		SP:Iteration 23Q (22991.570000 sec): 3 clusters
  Score: Raw -171807.855994 + Penalty 2444.252335 = -169363.603659
  nChanged 5
		SP:Iteration 24Q (22991.770000 sec): 3 clusters
  Score: Raw -171810.252875 + Penalty 2444.252335 = -169366.000540
  nChanged 5
		SP:Iteration 25Q (22991.970000 sec): 3 clusters
  Score: Raw -171813.395623 + Penalty 2444.252335 = -169369.143289
  nChanged 2
		SP:Iteration 26Q (22992.140000 sec): 3 clusters
  Score: Raw -171814.306757 + Penalty 2444.252335 = -169370.054422
  nChanged 4
		SP:Iteration 27Q (22992.290000 sec): 3 clusters
  Score: Raw -171815.787673 + Penalty 2444.252335 = -169371.535338
  nChanged 1
		SP:Iteration 28Q (22992.470000 sec): 3 clusters
  Score: Raw -171815.969886 + Penalty 2444.252335 = -169371.717551
  nChanged 2
		SP:Iteration 29Q (22992.650000 sec): 3 clusters
  Score: Raw -171816.526509 + Penalty 2444.252335 = -169372.274175
  nChanged 2
		SP:Iteration 30Q (22992.800000 sec): 3 clusters
  Score: Raw -171818.612731 + Penalty 2444.252335 = -169374.360396
  nChanged 0
		SP:Iteration 31F (22993.000000 sec): 3 clusters
  Score: Raw -171818.612731 + Penalty 2444.252335 = -169374.360396
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 56 (2109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22993.120000 sec): 2 clusters
  Score: Raw -221653.439659 + Penalty 1243.769992 = -220409.669667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22993.270000 sec): 3 clusters
  Score: Raw -220713.984596 + Penalty 2487.539984 = -218226.444612
  nChanged 780
		SP:Iteration 1F (22993.410000 sec): 3 clusters
  Score: Raw -221151.899350 + Penalty 2487.539984 = -218664.359366
  nChanged 164
		SP:Iteration 2F (22993.590000 sec): 3 clusters
  Score: Raw -221273.074053 + Penalty 2487.539984 = -218785.534069
  nChanged 99
		SP:Iteration 3Q (22993.810000 sec): 3 clusters
  Score: Raw -221341.802184 + Penalty 2487.539984 = -218854.262200
  nChanged 79
		SP:Iteration 4Q (22993.950000 sec): 3 clusters
  Score: Raw -221386.835242 + Penalty 2487.539984 = -218899.295258
  nChanged 56
		SP:Iteration 5Q (22994.110000 sec): 3 clusters
  Score: Raw -221418.321728 + Penalty 2487.539984 = -218930.781744
  nChanged 45
		SP:Iteration 6Q (22994.300000 sec): 3 clusters
  Score: Raw -221442.366961 + Penalty 2487.539984 = -218954.826977
  nChanged 28
		SP:Iteration 7Q (22994.500000 sec): 3 clusters
  Score: Raw -221458.755546 + Penalty 2487.539984 = -218971.215562
  nChanged 18
		SP:Iteration 8Q (22994.700000 sec): 3 clusters
  Score: Raw -221466.717291 + Penalty 2487.539984 = -218979.177307
  nChanged 13
		SP:Iteration 9Q (22994.870000 sec): 3 clusters
  Score: Raw -221471.332012 + Penalty 2487.539984 = -218983.792028
  nChanged 11
		SP:Iteration 10Q (22995.050000 sec): 3 clusters
  Score: Raw -221477.561525 + Penalty 2487.539984 = -218990.021542
  nChanged 18
		SP:Iteration 11Q (22995.210000 sec): 3 clusters
  Score: Raw -221484.151178 + Penalty 2487.539984 = -218996.611194
  nChanged 13
		SP:Iteration 12Q (22995.430000 sec): 3 clusters
  Score: Raw -221492.234471 + Penalty 2487.539984 = -219004.694487
  nChanged 18
		SP:Iteration 13Q (22995.640000 sec): 3 clusters
  Score: Raw -221500.517191 + Penalty 2487.539984 = -219012.977208
  nChanged 13
		SP:Iteration 14Q (22995.810000 sec): 3 clusters
  Score: Raw -221506.136499 + Penalty 2487.539984 = -219018.596515
  nChanged 10
		SP:Iteration 15Q (22996.020000 sec): 3 clusters
  Score: Raw -221510.141490 + Penalty 2487.539984 = -219022.601506
  nChanged 10
		SP:Iteration 16Q (22996.160000 sec): 3 clusters
  Score: Raw -221514.057423 + Penalty 2487.539984 = -219026.517439
  nChanged 10
		SP:Iteration 17Q (22996.390000 sec): 3 clusters
  Score: Raw -221517.746470 + Penalty 2487.539984 = -219030.206487
  nChanged 10
		SP:Iteration 18Q (22996.560000 sec): 3 clusters
  Score: Raw -221521.635017 + Penalty 2487.539984 = -219034.095034
  nChanged 10
		SP:Iteration 19Q (22996.720000 sec): 3 clusters
  Score: Raw -221525.452435 + Penalty 2487.539984 = -219037.912451
  nChanged 9
		SP:Iteration 20F (22996.910000 sec): 3 clusters
  Score: Raw -221529.216798 + Penalty 2487.539984 = -219041.676815
  nChanged 15
		SP:Iteration 21Q (22997.130000 sec): 3 clusters
  Score: Raw -221536.989303 + Penalty 2487.539984 = -219049.449319
  nChanged 15
		SP:Iteration 22Q (22997.270000 sec): 3 clusters
  Score: Raw -221546.361586 + Penalty 2487.539984 = -219058.821602
  nChanged 16
		SP:Iteration 23Q (22997.450000 sec): 3 clusters
  Score: Raw -221555.741384 + Penalty 2487.539984 = -219068.201401
  nChanged 20
		SP:Iteration 24Q (22997.630000 sec): 3 clusters
  Score: Raw -221565.043847 + Penalty 2487.539984 = -219077.503864
  nChanged 13
		SP:Iteration 25Q (22997.850000 sec): 3 clusters
  Score: Raw -221571.568274 + Penalty 2487.539984 = -219084.028290
  nChanged 18
		SP:Iteration 26Q (22998.010000 sec): 3 clusters
  Score: Raw -221580.449922 + Penalty 2487.539984 = -219092.909938
  nChanged 16
		SP:Iteration 27Q (22998.170000 sec): 3 clusters
  Score: Raw -221588.444907 + Penalty 2487.539984 = -219100.904924
  nChanged 18
		SP:Iteration 28Q (22998.400000 sec): 3 clusters
  Score: Raw -221597.647813 + Penalty 2487.539984 = -219110.107829
  nChanged 14
		SP:Iteration 29Q (22998.570000 sec): 3 clusters
  Score: Raw -221605.205474 + Penalty 2487.539984 = -219117.665490
  nChanged 14
		SP:Iteration 30Q (22998.770000 sec): 3 clusters
  Score: Raw -221612.399909 + Penalty 2487.539984 = -219124.859925
  nChanged 14
		SP:Iteration 31Q (22998.950000 sec): 3 clusters
  Score: Raw -221619.345083 + Penalty 2487.539984 = -219131.805099
  nChanged 15
		SP:Iteration 32Q (22999.130000 sec): 3 clusters
  Score: Raw -221626.977693 + Penalty 2487.539984 = -219139.437710
  nChanged 10
		SP:Iteration 33Q (22999.320000 sec): 3 clusters
  Score: Raw -221633.308486 + Penalty 2487.539984 = -219145.768503
  nChanged 11
		SP:Iteration 34Q (22999.520000 sec): 3 clusters
  Score: Raw -221640.178153 + Penalty 2487.539984 = -219152.638169
  nChanged 15
		SP:Iteration 35Q (22999.700000 sec): 3 clusters
  Score: Raw -221649.947757 + Penalty 2487.539984 = -219162.407773
  nChanged 9
		SP:Iteration 36Q (22999.890000 sec): 3 clusters
  Score: Raw -221654.168788 + Penalty 2487.539984 = -219166.628804
  nChanged 3
		SP:Iteration 37Q (23000.040000 sec): 3 clusters
  Score: Raw -221655.702645 + Penalty 2487.539984 = -219168.162662
  nChanged 5
		SP:Iteration 38Q (23000.280000 sec): 3 clusters
  Score: Raw -221658.619038 + Penalty 2487.539984 = -219171.079055
  nChanged 5
		SP:Iteration 39Q (23000.460000 sec): 3 clusters
  Score: Raw -221662.615177 + Penalty 2487.539984 = -219175.075193
  nChanged 12
		SP:Iteration 40F (23000.620000 sec): 3 clusters
  Score: Raw -221668.526529 + Penalty 2487.539984 = -219180.986546
  nChanged 9
		SP:Iteration 41Q (23000.810000 sec): 3 clusters
  Score: Raw -221676.275850 + Penalty 2487.539984 = -219188.735867
  nChanged 12
		SP:Iteration 42Q (23000.950000 sec): 3 clusters
  Score: Raw -221682.186586 + Penalty 2487.539984 = -219194.646602
  nChanged 10
		SP:Iteration 43Q (23001.150000 sec): 3 clusters
  Score: Raw -221687.949332 + Penalty 2487.539984 = -219200.409348
  nChanged 9
		SP:Iteration 44Q (23001.320000 sec): 3 clusters
  Score: Raw -221692.082033 + Penalty 2487.539984 = -219204.542049
  nChanged 9
		SP:Iteration 45Q (23001.520000 sec): 3 clusters
  Score: Raw -221698.741580 + Penalty 2487.539984 = -219211.201597
  nChanged 9
		SP:Iteration 46Q (23001.700000 sec): 3 clusters
  Score: Raw -221704.247156 + Penalty 2487.539984 = -219216.707172
  nChanged 10
		SP:Iteration 47Q (23001.880000 sec): 3 clusters
  Score: Raw -221710.499036 + Penalty 2487.539984 = -219222.959052
  nChanged 12
		SP:Iteration 48Q (23002.040000 sec): 3 clusters
  Score: Raw -221719.409881 + Penalty 2487.539984 = -219231.869897
  nChanged 16
		SP:Iteration 49Q (23002.250000 sec): 3 clusters
  Score: Raw -221730.479031 + Penalty 2487.539984 = -219242.939048
  nChanged 14
		SP:Iteration 50Q (23002.430000 sec): 3 clusters
  Score: Raw -221740.547731 + Penalty 2487.539984 = -219253.007748
  nChanged 10
		SP:Iteration 51Q (23002.610000 sec): 3 clusters
  Score: Raw -221745.498777 + Penalty 2487.539984 = -219257.958793
  nChanged 11
		SP:Iteration 52Q (23002.780000 sec): 3 clusters
  Score: Raw -221753.622683 + Penalty 2487.539984 = -219266.082700
  nChanged 13
		SP:Iteration 53Q (23002.970000 sec): 3 clusters
  Score: Raw -221763.623518 + Penalty 2487.539984 = -219276.083535
  nChanged 13
		SP:Iteration 54Q (23003.160000 sec): 3 clusters
  Score: Raw -221775.759640 + Penalty 2487.539984 = -219288.219657
  nChanged 18
		SP:Iteration 55Q (23003.330000 sec): 3 clusters
  Score: Raw -221789.810843 + Penalty 2487.539984 = -219302.270859
  nChanged 9
		SP:Iteration 56Q (23003.490000 sec): 3 clusters
  Score: Raw -221798.079393 + Penalty 2487.539984 = -219310.539409
  nChanged 9
		SP:Iteration 57Q (23003.650000 sec): 3 clusters
  Score: Raw -221804.839651 + Penalty 2487.539984 = -219317.299667
  nChanged 5
		SP:Iteration 58Q (23003.830000 sec): 3 clusters
  Score: Raw -221806.705055 + Penalty 2487.539984 = -219319.165072
  nChanged 4
		SP:Iteration 59Q (23004.030000 sec): 3 clusters
  Score: Raw -221808.279859 + Penalty 2487.539984 = -219320.739876
  nChanged 1
		SP:Iteration 60F (23004.200000 sec): 3 clusters
  Score: Raw -221808.558892 + Penalty 2487.539984 = -219321.018908
  nChanged 1
		SP:Iteration 61Q (23004.390000 sec): 3 clusters
  Score: Raw -221809.010950 + Penalty 2487.539984 = -219321.470966
  nChanged 0
		SP:Iteration 62F (23004.560000 sec): 3 clusters
  Score: Raw -221809.010950 + Penalty 2487.539984 = -219321.470966
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 57 (1892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23004.660000 sec): 2 clusters
  Score: Raw -182255.433506 + Penalty 1226.125834 = -181029.307671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23004.850000 sec): 3 clusters
  Score: Raw -181419.533670 + Penalty 2452.251669 = -178967.282001
  nChanged 682
		SP:Iteration 1F (23005.040000 sec): 3 clusters
  Score: Raw -181868.369144 + Penalty 2452.251669 = -179416.117476
  nChanged 155
		SP:Iteration 2F (23005.220000 sec): 3 clusters
  Score: Raw -181969.795594 + Penalty 2452.251669 = -179517.543925
  nChanged 94
		SP:Iteration 3Q (23005.410000 sec): 3 clusters
  Score: Raw -182038.905319 + Penalty 2452.251669 = -179586.653650
  nChanged 59
		SP:Iteration 4Q (23005.550000 sec): 3 clusters
  Score: Raw -182080.457488 + Penalty 2452.251669 = -179628.205819
  nChanged 47
		SP:Iteration 5Q (23005.720000 sec): 3 clusters
  Score: Raw -182106.335483 + Penalty 2452.251669 = -179654.083814
  nChanged 30
		SP:Iteration 6Q (23005.890000 sec): 3 clusters
  Score: Raw -182121.041885 + Penalty 2452.251669 = -179668.790217
  nChanged 18
		SP:Iteration 7Q (23006.060000 sec): 3 clusters
  Score: Raw -182134.224881 + Penalty 2452.251669 = -179681.973213
  nChanged 13
		SP:Iteration 8Q (23006.230000 sec): 3 clusters
  Score: Raw -182142.010139 + Penalty 2452.251669 = -179689.758471
  nChanged 20
		SP:Iteration 9Q (23006.400000 sec): 3 clusters
  Score: Raw -182157.271148 + Penalty 2452.251669 = -179705.019480
  nChanged 20
		SP:Iteration 10Q (23006.590000 sec): 3 clusters
  Score: Raw -182170.870635 + Penalty 2452.251669 = -179718.618966
  nChanged 22
		SP:Iteration 11Q (23006.760000 sec): 3 clusters
  Score: Raw -182182.375581 + Penalty 2452.251669 = -179730.123913
  nChanged 14
		SP:Iteration 12Q (23006.940000 sec): 3 clusters
  Score: Raw -182192.682243 + Penalty 2452.251669 = -179740.430575
  nChanged 19
		SP:Iteration 13Q (23007.150000 sec): 3 clusters
  Score: Raw -182203.200159 + Penalty 2452.251669 = -179750.948490
  nChanged 19
		SP:Iteration 14Q (23007.340000 sec): 3 clusters
  Score: Raw -182217.209920 + Penalty 2452.251669 = -179764.958252
  nChanged 20
		SP:Iteration 15Q (23007.510000 sec): 3 clusters
  Score: Raw -182228.741405 + Penalty 2452.251669 = -179776.489736
  nChanged 16
		SP:Iteration 16Q (23007.670000 sec): 3 clusters
  Score: Raw -182236.520403 + Penalty 2452.251669 = -179784.268735
  nChanged 10
		SP:Iteration 17Q (23007.870000 sec): 3 clusters
  Score: Raw -182242.476798 + Penalty 2452.251669 = -179790.225129
  nChanged 9
		SP:Iteration 18Q (23008.070000 sec): 3 clusters
  Score: Raw -182247.347683 + Penalty 2452.251669 = -179795.096014
  nChanged 8
		SP:Iteration 19Q (23008.210000 sec): 3 clusters
  Score: Raw -182251.597085 + Penalty 2452.251669 = -179799.345417
  nChanged 9
		SP:Iteration 20F (23008.380000 sec): 3 clusters
  Score: Raw -182256.489384 + Penalty 2452.251669 = -179804.237715
  nChanged 8
		SP:Iteration 21Q (23008.590000 sec): 3 clusters
  Score: Raw -182260.453107 + Penalty 2452.251669 = -179808.201438
  nChanged 2
		SP:Iteration 22Q (23008.780000 sec): 3 clusters
  Score: Raw -182260.898446 + Penalty 2452.251669 = -179808.646777
  nChanged 1
		SP:Iteration 23Q (23008.990000 sec): 3 clusters
  Score: Raw -182261.202354 + Penalty 2452.251669 = -179808.950686
  nChanged 0
		SP:Iteration 24F (23009.200000 sec): 3 clusters
  Score: Raw -182261.202354 + Penalty 2452.251669 = -179808.950686
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 58 (61604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23009.580000 sec): 2 clusters
  Score: Raw -6191646.988507 + Penalty 1792.128338 = -6189854.860169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23010.040000 sec): 3 clusters
  Score: Raw -6152280.288027 + Penalty 3584.256677 = -6148696.031350
  nChanged 29134
		SP:Iteration 1F (23010.490000 sec): 3 clusters
  Score: Raw -6168987.823521 + Penalty 3584.256677 = -6165403.566844
  nChanged 2737
		SP:Iteration 2Q (23010.910000 sec): 3 clusters
  Score: Raw -6169904.690424 + Penalty 3584.256677 = -6166320.433747
  nChanged 2804
		SP:Iteration 3Q (23011.370000 sec): 3 clusters
  Score: Raw -6170973.441975 + Penalty 3584.256677 = -6167389.185299
  nChanged 3063
		SP:Iteration 4Q (23011.840000 sec): 3 clusters
  Score: Raw -6172404.783655 + Penalty 3584.256677 = -6168820.526978
  nChanged 3415
		SP:Iteration 5F (23012.250000 sec): 3 clusters
  Score: Raw -6174177.498410 + Penalty 3584.256677 = -6170593.241733
  nChanged 3680
		SP:Iteration 6F (23012.740000 sec): 3 clusters
  Score: Raw -6176257.099814 + Penalty 3584.256677 = -6172672.843138
  nChanged 3826
		SP:Iteration 7F (23013.180000 sec): 3 clusters
  Score: Raw -6178549.453109 + Penalty 3584.256677 = -6174965.196432
  nChanged 3556
		SP:Iteration 8F (23013.660000 sec): 3 clusters
  Score: Raw -6180817.680298 + Penalty 3584.256677 = -6177233.423621
  nChanged 3145
		SP:Iteration 9F (23014.040000 sec): 3 clusters
  Score: Raw -6182933.881858 + Penalty 3584.256677 = -6179349.625182
  nChanged 2694
		SP:Iteration 10Q (23014.510000 sec): 3 clusters
  Score: Raw -6184777.986193 + Penalty 3584.256677 = -6181193.729516
  nChanged 2140
		SP:Iteration 11Q (23014.960000 sec): 3 clusters
  Score: Raw -6186174.224909 + Penalty 3584.256677 = -6182589.968232
  nChanged 1689
		SP:Iteration 12Q (23015.420000 sec): 3 clusters
  Score: Raw -6187241.906861 + Penalty 3584.256677 = -6183657.650184
  nChanged 1431
		SP:Iteration 13Q (23015.820000 sec): 3 clusters
  Score: Raw -6188105.137720 + Penalty 3584.256677 = -6184520.881044
  nChanged 1170
		SP:Iteration 14Q (23016.260000 sec): 3 clusters
  Score: Raw -6188752.598592 + Penalty 3584.256677 = -6185168.341915
  nChanged 970
		SP:Iteration 15Q (23016.660000 sec): 3 clusters
  Score: Raw -6189293.566278 + Penalty 3584.256677 = -6185709.309601
  nChanged 861
		SP:Iteration 16Q (23017.080000 sec): 3 clusters
  Score: Raw -6189760.479506 + Penalty 3584.256677 = -6186176.222829
  nChanged 724
		SP:Iteration 17Q (23017.470000 sec): 3 clusters
  Score: Raw -6190140.329834 + Penalty 3584.256677 = -6186556.073157
  nChanged 653
		SP:Iteration 18Q (23017.890000 sec): 3 clusters
  Score: Raw -6190477.140844 + Penalty 3584.256677 = -6186892.884167
  nChanged 588
		SP:Iteration 19Q (23018.230000 sec): 3 clusters
  Score: Raw -6190775.199466 + Penalty 3584.256677 = -6187190.942789
  nChanged 473
		SP:Iteration 20F (23018.660000 sec): 3 clusters
  Score: Raw -6190999.190519 + Penalty 3584.256677 = -6187414.933843
  nChanged 379
		SP:Iteration 21Q (23019.060000 sec): 3 clusters
  Score: Raw -6191178.468635 + Penalty 3584.256677 = -6187594.211959
  nChanged 342
		SP:Iteration 22Q (23019.470000 sec): 3 clusters
  Score: Raw -6191333.738145 + Penalty 3584.256677 = -6187749.481469
  nChanged 279
		SP:Iteration 23Q (23019.920000 sec): 3 clusters
  Score: Raw -6191450.335019 + Penalty 3584.256677 = -6187866.078342
  nChanged 237
		SP:Iteration 24Q (23020.240000 sec): 3 clusters
  Score: Raw -6191551.874701 + Penalty 3584.256677 = -6187967.618024
  nChanged 207
		SP:Iteration 25Q (23020.650000 sec): 3 clusters
  Score: Raw -6191645.228173 + Penalty 3584.256677 = -6188060.971496
  nChanged 164
		SP:Iteration 26Q (23021.070000 sec): 3 clusters
  Score: Raw -6191720.301207 + Penalty 3584.256677 = -6188136.044531
  nChanged 140
		SP:Iteration 27Q (23021.450000 sec): 3 clusters
  Score: Raw -6191776.034743 + Penalty 3584.256677 = -6188191.778066
  nChanged 104
		SP:Iteration 28Q (23021.910000 sec): 3 clusters
  Score: Raw -6191822.576309 + Penalty 3584.256677 = -6188238.319632
  nChanged 88
		SP:Iteration 29Q (23022.320000 sec): 3 clusters
  Score: Raw -6191858.674416 + Penalty 3584.256677 = -6188274.417740
  nChanged 74
		SP:Iteration 30Q (23022.740000 sec): 3 clusters
  Score: Raw -6191889.073151 + Penalty 3584.256677 = -6188304.816474
  nChanged 54
		SP:Iteration 31Q (23023.190000 sec): 3 clusters
  Score: Raw -6191906.276656 + Penalty 3584.256677 = -6188322.019980
  nChanged 38
		SP:Iteration 32Q (23023.630000 sec): 3 clusters
  Score: Raw -6191920.453990 + Penalty 3584.256677 = -6188336.197313
  nChanged 35
		SP:Iteration 33Q (23024.100000 sec): 3 clusters
  Score: Raw -6191933.094955 + Penalty 3584.256677 = -6188348.838278
  nChanged 28
		SP:Iteration 34Q (23024.570000 sec): 3 clusters
  Score: Raw -6191941.312199 + Penalty 3584.256677 = -6188357.055522
  nChanged 19
		SP:Iteration 35Q (23025.010000 sec): 3 clusters
  Score: Raw -6191947.844987 + Penalty 3584.256677 = -6188363.588310
  nChanged 14
		SP:Iteration 36Q (23025.470000 sec): 3 clusters
  Score: Raw -6191952.510348 + Penalty 3584.256677 = -6188368.253671
  nChanged 15
		SP:Iteration 37Q (23025.970000 sec): 3 clusters
  Score: Raw -6191957.210262 + Penalty 3584.256677 = -6188372.953585
  nChanged 12
		SP:Iteration 38Q (23026.430000 sec): 3 clusters
  Score: Raw -6191960.446932 + Penalty 3584.256677 = -6188376.190255
  nChanged 12
		SP:Iteration 39Q (23026.810000 sec): 3 clusters
  Score: Raw -6191962.709045 + Penalty 3584.256677 = -6188378.452369
  nChanged 9
		SP:Iteration 40F (23027.270000 sec): 3 clusters
  Score: Raw -6191964.638098 + Penalty 3584.256677 = -6188380.381421
  nChanged 9
		SP:Iteration 41Q (23027.700000 sec): 3 clusters
  Score: Raw -6191966.308095 + Penalty 3584.256677 = -6188382.051418
  nChanged 5
		SP:Iteration 42Q (23028.130000 sec): 3 clusters
  Score: Raw -6191967.284257 + Penalty 3584.256677 = -6188383.027580
  nChanged 5
		SP:Iteration 43Q (23028.570000 sec): 3 clusters
  Score: Raw -6191968.329765 + Penalty 3584.256677 = -6188384.073088
  nChanged 6
		SP:Iteration 44Q (23029.010000 sec): 3 clusters
  Score: Raw -6191969.557302 + Penalty 3584.256677 = -6188385.300625
  nChanged 8
		SP:Iteration 45Q (23029.460000 sec): 3 clusters
  Score: Raw -6191971.622798 + Penalty 3584.256677 = -6188387.366121
  nChanged 9
		SP:Iteration 46Q (23029.890000 sec): 3 clusters
  Score: Raw -6191974.394137 + Penalty 3584.256677 = -6188390.137460
  nChanged 8
		SP:Iteration 47Q (23030.290000 sec): 3 clusters
  Score: Raw -6191977.298667 + Penalty 3584.256677 = -6188393.041990
  nChanged 7
		SP:Iteration 48Q (23030.690000 sec): 3 clusters
  Score: Raw -6191979.232269 + Penalty 3584.256677 = -6188394.975592
  nChanged 7
		SP:Iteration 49Q (23031.140000 sec): 3 clusters
  Score: Raw -6191981.050494 + Penalty 3584.256677 = -6188396.793817
  nChanged 2
		SP:Iteration 50Q (23031.540000 sec): 3 clusters
  Score: Raw -6191981.685341 + Penalty 3584.256677 = -6188397.428664
  nChanged 2
		SP:Iteration 51Q (23031.900000 sec): 3 clusters
  Score: Raw -6191982.368684 + Penalty 3584.256677 = -6188398.112007
  nChanged 3
		SP:Iteration 52Q (23032.310000 sec): 3 clusters
  Score: Raw -6191983.080477 + Penalty 3584.256677 = -6188398.823801
  nChanged 1
		SP:Iteration 53Q (23032.720000 sec): 3 clusters
  Score: Raw -6191983.244550 + Penalty 3584.256677 = -6188398.987874
  nChanged 1
		SP:Iteration 54Q (23033.120000 sec): 3 clusters
  Score: Raw -6191983.321650 + Penalty 3584.256677 = -6188399.064973
  nChanged 0
		SP:Iteration 55F (23033.610000 sec): 3 clusters
  Score: Raw -6191983.321650 + Penalty 3584.256677 = -6188399.064973
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 59 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23033.720000 sec): 2 clusters
  Score: Raw -222987.109972 + Penalty 1267.526499 = -221719.583473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23033.910000 sec): 3 clusters
  Score: Raw -221896.175765 + Penalty 2535.052998 = -219361.122767
  nChanged 889
		SP:Iteration 1F (23034.070000 sec): 3 clusters
  Score: Raw -222496.415325 + Penalty 2535.052998 = -219961.362327
  nChanged 208
		SP:Iteration 2F (23034.230000 sec): 3 clusters
  Score: Raw -222648.560899 + Penalty 2535.052998 = -220113.507902
  nChanged 136
		SP:Iteration 3F (23034.500000 sec): 3 clusters
  Score: Raw -222740.843720 + Penalty 2535.052998 = -220205.790722
  nChanged 77
		SP:Iteration 4Q (23034.720000 sec): 3 clusters
  Score: Raw -222784.792404 + Penalty 2535.052998 = -220249.739406
  nChanged 60
		SP:Iteration 5Q (23034.920000 sec): 3 clusters
  Score: Raw -222814.272008 + Penalty 2535.052998 = -220279.219010
  nChanged 45
		SP:Iteration 6Q (23035.110000 sec): 3 clusters
  Score: Raw -222837.752757 + Penalty 2535.052998 = -220302.699759
  nChanged 30
		SP:Iteration 7Q (23035.330000 sec): 3 clusters
  Score: Raw -222853.743460 + Penalty 2535.052998 = -220318.690462
  nChanged 26
		SP:Iteration 8Q (23035.510000 sec): 3 clusters
  Score: Raw -222865.398613 + Penalty 2535.052998 = -220330.345615
  nChanged 25
		SP:Iteration 9Q (23035.670000 sec): 3 clusters
  Score: Raw -222877.922186 + Penalty 2535.052998 = -220342.869188
  nChanged 19
		SP:Iteration 10Q (23035.850000 sec): 3 clusters
  Score: Raw -222882.959910 + Penalty 2535.052998 = -220347.906912
  nChanged 15
		SP:Iteration 11Q (23036.030000 sec): 3 clusters
  Score: Raw -222887.565909 + Penalty 2535.052998 = -220352.512911
  nChanged 9
		SP:Iteration 12Q (23036.240000 sec): 3 clusters
  Score: Raw -222890.748945 + Penalty 2535.052998 = -220355.695947
  nChanged 10
		SP:Iteration 13Q (23036.450000 sec): 3 clusters
  Score: Raw -222895.142564 + Penalty 2535.052998 = -220360.089566
  nChanged 10
		SP:Iteration 14Q (23036.670000 sec): 3 clusters
  Score: Raw -222898.257539 + Penalty 2535.052998 = -220363.204541
  nChanged 8
		SP:Iteration 15Q (23036.850000 sec): 3 clusters
  Score: Raw -222902.001710 + Penalty 2535.052998 = -220366.948712
  nChanged 12
		SP:Iteration 16Q (23037.070000 sec): 3 clusters
  Score: Raw -222906.119745 + Penalty 2535.052998 = -220371.066747
  nChanged 10
		SP:Iteration 17Q (23037.270000 sec): 3 clusters
  Score: Raw -222910.998153 + Penalty 2535.052998 = -220375.945156
  nChanged 9
		SP:Iteration 18Q (23037.450000 sec): 3 clusters
  Score: Raw -222915.477019 + Penalty 2535.052998 = -220380.424021
  nChanged 11
		SP:Iteration 19Q (23037.630000 sec): 3 clusters
  Score: Raw -222918.920043 + Penalty 2535.052998 = -220383.867045
  nChanged 15
		SP:Iteration 20F (23037.850000 sec): 3 clusters
  Score: Raw -222925.466539 + Penalty 2535.052998 = -220390.413541
  nChanged 13
		SP:Iteration 21Q (23038.010000 sec): 3 clusters
  Score: Raw -222931.419687 + Penalty 2535.052998 = -220396.366689
  nChanged 16
		SP:Iteration 22Q (23038.230000 sec): 3 clusters
  Score: Raw -222938.728074 + Penalty 2535.052998 = -220403.675076
  nChanged 16
		SP:Iteration 23Q (23038.380000 sec): 3 clusters
  Score: Raw -222944.890694 + Penalty 2535.052998 = -220409.837696
  nChanged 8
		SP:Iteration 24Q (23038.570000 sec): 3 clusters
  Score: Raw -222946.753652 + Penalty 2535.052998 = -220411.700654
  nChanged 4
		SP:Iteration 25Q (23038.750000 sec): 3 clusters
  Score: Raw -222947.719709 + Penalty 2535.052998 = -220412.666711
  nChanged 2
		SP:Iteration 26Q (23038.960000 sec): 3 clusters
  Score: Raw -222948.350487 + Penalty 2535.052998 = -220413.297489
  nChanged 0
		SP:Iteration 27F (23039.170000 sec): 3 clusters
  Score: Raw -222948.350487 + Penalty 2535.052998 = -220413.297489
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 60 (2097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23039.270000 sec): 2 clusters
  Score: Raw -214054.718049 + Penalty 1242.842743 = -212811.875306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23039.440000 sec): 3 clusters
  Score: Raw -213124.122748 + Penalty 2485.685485 = -210638.437263
  nChanged 732
		SP:Iteration 1F (23039.670000 sec): 3 clusters
  Score: Raw -213615.418844 + Penalty 2485.685485 = -211129.733358
  nChanged 164
		SP:Iteration 2F (23039.890000 sec): 3 clusters
  Score: Raw -213718.733205 + Penalty 2485.685485 = -211233.047720
  nChanged 107
		SP:Iteration 3F (23040.080000 sec): 3 clusters
  Score: Raw -213777.276795 + Penalty 2485.685485 = -211291.591310
  nChanged 56
		SP:Iteration 4Q (23040.280000 sec): 3 clusters
  Score: Raw -213814.508035 + Penalty 2485.685485 = -211328.822550
  nChanged 42
		SP:Iteration 5Q (23040.470000 sec): 3 clusters
  Score: Raw -213841.424605 + Penalty 2485.685485 = -211355.739119
  nChanged 38
		SP:Iteration 6Q (23040.630000 sec): 3 clusters
  Score: Raw -213857.906564 + Penalty 2485.685485 = -211372.221079
  nChanged 25
		SP:Iteration 7Q (23040.830000 sec): 3 clusters
  Score: Raw -213869.840686 + Penalty 2485.685485 = -211384.155201
  nChanged 21
		SP:Iteration 8Q (23041.010000 sec): 3 clusters
  Score: Raw -213879.858149 + Penalty 2485.685485 = -211394.172664
  nChanged 24
		SP:Iteration 9Q (23041.230000 sec): 3 clusters
  Score: Raw -213895.417038 + Penalty 2485.685485 = -211409.731553
  nChanged 31
		SP:Iteration 10Q (23041.410000 sec): 3 clusters
  Score: Raw -213917.401296 + Penalty 2485.685485 = -211431.715811
  nChanged 33
		SP:Iteration 11Q (23041.600000 sec): 3 clusters
  Score: Raw -213933.120249 + Penalty 2485.685485 = -211447.434764
  nChanged 33
		SP:Iteration 12Q (23041.810000 sec): 3 clusters
  Score: Raw -213951.565291 + Penalty 2485.685485 = -211465.879806
  nChanged 20
		SP:Iteration 13Q (23041.970000 sec): 3 clusters
  Score: Raw -213964.300490 + Penalty 2485.685485 = -211478.615005
  nChanged 27
		SP:Iteration 14Q (23042.180000 sec): 3 clusters
  Score: Raw -213980.702345 + Penalty 2485.685485 = -211495.016860
  nChanged 30
		SP:Iteration 15Q (23042.340000 sec): 3 clusters
  Score: Raw -214000.714633 + Penalty 2485.685485 = -211515.029148
  nChanged 28
		SP:Iteration 16Q (23042.600000 sec): 3 clusters
  Score: Raw -214019.902352 + Penalty 2485.685485 = -211534.216867
  nChanged 30
		SP:Iteration 17Q (23042.740000 sec): 3 clusters
  Score: Raw -214038.854582 + Penalty 2485.685485 = -211553.169097
  nChanged 18
		SP:Iteration 18Q (23042.970000 sec): 3 clusters
  Score: Raw -214053.142112 + Penalty 2485.685485 = -211567.456627
  nChanged 20
		SP:Iteration 19Q (23043.140000 sec): 3 clusters
  Score: Raw -214070.070744 + Penalty 2485.685485 = -211584.385259
  nChanged 25
		SP:Iteration 20F (23043.400000 sec): 3 clusters
  Score: Raw -214087.581477 + Penalty 2485.685485 = -211601.895992
  nChanged 24
		SP:Iteration 21Q (23043.570000 sec): 3 clusters
  Score: Raw -214105.856658 + Penalty 2485.685485 = -211620.171173
  nChanged 28
		SP:Iteration 22Q (23043.740000 sec): 3 clusters
  Score: Raw -214127.572690 + Penalty 2485.685485 = -211641.887205
  nChanged 25
		SP:Iteration 23Q (23043.900000 sec): 3 clusters
  Score: Raw -214141.794235 + Penalty 2485.685485 = -211656.108750
  nChanged 16
		SP:Iteration 24Q (23044.020000 sec): 3 clusters
  Score: Raw -214150.744153 + Penalty 2485.685485 = -211665.058668
  nChanged 12
		SP:Iteration 25Q (23044.190000 sec): 3 clusters
  Score: Raw -214159.093995 + Penalty 2485.685485 = -211673.408510
  nChanged 11
		SP:Iteration 26Q (23044.350000 sec): 3 clusters
  Score: Raw -214165.882107 + Penalty 2485.685485 = -211680.196622
  nChanged 9
		SP:Iteration 27Q (23044.490000 sec): 3 clusters
  Score: Raw -214170.390986 + Penalty 2485.685485 = -211684.705501
  nChanged 7
		SP:Iteration 28Q (23044.640000 sec): 3 clusters
  Score: Raw -214176.623450 + Penalty 2485.685485 = -211690.937965
  nChanged 12
		SP:Iteration 29Q (23044.820000 sec): 3 clusters
  Score: Raw -214183.053073 + Penalty 2485.685485 = -211697.367588
  nChanged 7
		SP:Iteration 30Q (23044.910000 sec): 3 clusters
  Score: Raw -214188.095424 + Penalty 2485.685485 = -211702.409939
  nChanged 8
		SP:Iteration 31Q (23045.080000 sec): 3 clusters
  Score: Raw -214191.704339 + Penalty 2485.685485 = -211706.018854
  nChanged 3
		SP:Iteration 32Q (23045.250000 sec): 3 clusters
  Score: Raw -214193.216677 + Penalty 2485.685485 = -211707.531192
  nChanged 6
		SP:Iteration 33Q (23045.380000 sec): 3 clusters
  Score: Raw -214196.940934 + Penalty 2485.685485 = -211711.255449
  nChanged 5
		SP:Iteration 34Q (23045.600000 sec): 3 clusters
  Score: Raw -214199.157740 + Penalty 2485.685485 = -211713.472255
  nChanged 3
		SP:Iteration 35Q (23045.790000 sec): 3 clusters
  Score: Raw -214200.969616 + Penalty 2485.685485 = -211715.284131
  nChanged 3
		SP:Iteration 36Q (23045.990000 sec): 3 clusters
  Score: Raw -214202.411133 + Penalty 2485.685485 = -211716.725648
  nChanged 1
		SP:Iteration 37Q (23046.230000 sec): 3 clusters
  Score: Raw -214203.105800 + Penalty 2485.685485 = -211717.420315
  nChanged 0
		SP:Iteration 38F (23046.410000 sec): 3 clusters
  Score: Raw -214203.105800 + Penalty 2485.685485 = -211717.420315
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 61 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23046.540000 sec): 2 clusters
  Score: Raw -112654.895767 + Penalty 1167.132218 = -111487.763549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23046.760000 sec): 3 clusters
  Score: Raw -112198.981618 + Penalty 2334.264436 = -109864.717182
  nChanged 426
		SP:Iteration 1F (23046.930000 sec): 3 clusters
  Score: Raw -112577.786200 + Penalty 2334.264436 = -110243.521764
  nChanged 108
		SP:Iteration 2F (23047.120000 sec): 3 clusters
  Score: Raw -112735.827092 + Penalty 2334.264436 = -110401.562656
  nChanged 84
		SP:Iteration 3F (23047.300000 sec): 3 clusters
  Score: Raw -112827.711863 + Penalty 2334.264436 = -110493.447426
  nChanged 59
		SP:Iteration 4Q (23047.490000 sec): 3 clusters
  Score: Raw -112882.246367 + Penalty 2334.264436 = -110547.981930
  nChanged 29
		SP:Iteration 5Q (23047.680000 sec): 3 clusters
  Score: Raw -112916.124417 + Penalty 2334.264436 = -110581.859981
  nChanged 34
		SP:Iteration 6Q (23047.840000 sec): 3 clusters
  Score: Raw -112952.456534 + Penalty 2334.264436 = -110618.192098
  nChanged 24
		SP:Iteration 7Q (23048.000000 sec): 3 clusters
  Score: Raw -112976.033763 + Penalty 2334.264436 = -110641.769326
  nChanged 24
		SP:Iteration 8Q (23048.180000 sec): 3 clusters
  Score: Raw -113015.123894 + Penalty 2334.264436 = -110680.859458
  nChanged 37
		SP:Iteration 9Q (23048.330000 sec): 3 clusters
  Score: Raw -113058.528235 + Penalty 2334.264436 = -110724.263798
  nChanged 29
		SP:Iteration 10Q (23048.500000 sec): 3 clusters
  Score: Raw -113091.311600 + Penalty 2334.264436 = -110757.047164
  nChanged 32
		SP:Iteration 11Q (23048.660000 sec): 3 clusters
  Score: Raw -113127.079796 + Penalty 2334.264436 = -110792.815360
  nChanged 19
		SP:Iteration 12Q (23048.850000 sec): 3 clusters
  Score: Raw -113156.398101 + Penalty 2334.264436 = -110822.133664
  nChanged 22
		SP:Iteration 13Q (23049.010000 sec): 3 clusters
  Score: Raw -113182.724493 + Penalty 2334.264436 = -110848.460057
  nChanged 14
		SP:Iteration 14Q (23049.180000 sec): 3 clusters
  Score: Raw -113196.124225 + Penalty 2334.264436 = -110861.859789
  nChanged 8
		SP:Iteration 15Q (23049.400000 sec): 3 clusters
  Score: Raw -113202.731503 + Penalty 2334.264436 = -110868.467067
  nChanged 4
		SP:Iteration 16Q (23049.560000 sec): 3 clusters
  Score: Raw -113205.952561 + Penalty 2334.264436 = -110871.688125
  nChanged 8
		SP:Iteration 17Q (23049.720000 sec): 3 clusters
  Score: Raw -113211.427884 + Penalty 2334.264436 = -110877.163448
  nChanged 3
		SP:Iteration 18Q (23049.870000 sec): 3 clusters
  Score: Raw -113213.335821 + Penalty 2334.264436 = -110879.071385
  nChanged 6
		SP:Iteration 19Q (23050.060000 sec): 3 clusters
  Score: Raw -113215.785617 + Penalty 2334.264436 = -110881.521181
  nChanged 2
		SP:Iteration 20F (23050.200000 sec): 3 clusters
  Score: Raw -113217.040932 + Penalty 2334.264436 = -110882.776496
  nChanged 2
		SP:Iteration 21Q (23050.380000 sec): 3 clusters
  Score: Raw -113217.504274 + Penalty 2334.264436 = -110883.239838
  nChanged 1
		SP:Iteration 22Q (23050.580000 sec): 3 clusters
  Score: Raw -113217.806277 + Penalty 2334.264436 = -110883.541840
  nChanged 0
		SP:Iteration 23F (23050.780000 sec): 3 clusters
  Score: Raw -113217.806277 + Penalty 2334.264436 = -110883.541840
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 62 (5198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23050.950000 sec): 2 clusters
  Score: Raw -489580.829266 + Penalty 1390.354747 = -488190.474519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23051.190000 sec): 3 clusters
  Score: Raw -486822.931516 + Penalty 2780.709495 = -484042.222021
  nChanged 2146
		SP:Iteration 1F (23051.410000 sec): 3 clusters
  Score: Raw -488031.646547 + Penalty 2780.709495 = -485250.937052
  nChanged 380
		SP:Iteration 2F (23051.640000 sec): 3 clusters
  Score: Raw -488268.224430 + Penalty 2780.709495 = -485487.514935
  nChanged 290
		SP:Iteration 3F (23051.930000 sec): 3 clusters
  Score: Raw -488435.683867 + Penalty 2780.709495 = -485654.974372
  nChanged 251
		SP:Iteration 4Q (23052.140000 sec): 3 clusters
  Score: Raw -488588.093838 + Penalty 2780.709495 = -485807.384343
  nChanged 213
		SP:Iteration 5Q (23052.320000 sec): 3 clusters
  Score: Raw -488716.103012 + Penalty 2780.709495 = -485935.393518
  nChanged 197
		SP:Iteration 6Q (23052.520000 sec): 3 clusters
  Score: Raw -488822.450791 + Penalty 2780.709495 = -486041.741296
  nChanged 177
		SP:Iteration 7Q (23052.750000 sec): 3 clusters
  Score: Raw -488906.733499 + Penalty 2780.709495 = -486126.024004
  nChanged 146
		SP:Iteration 8Q (23053.020000 sec): 3 clusters
  Score: Raw -488972.595430 + Penalty 2780.709495 = -486191.885935
  nChanged 118
		SP:Iteration 9Q (23053.220000 sec): 3 clusters
  Score: Raw -489022.903594 + Penalty 2780.709495 = -486242.194099
  nChanged 110
		SP:Iteration 10Q (23053.440000 sec): 3 clusters
  Score: Raw -489067.393235 + Penalty 2780.709495 = -486286.683740
  nChanged 88
		SP:Iteration 11Q (23053.630000 sec): 3 clusters
  Score: Raw -489106.929806 + Penalty 2780.709495 = -486326.220311
  nChanged 103
		SP:Iteration 12Q (23053.830000 sec): 3 clusters
  Score: Raw -489160.480065 + Penalty 2780.709495 = -486379.770570
  nChanged 109
		SP:Iteration 13Q (23054.020000 sec): 3 clusters
  Score: Raw -489206.723169 + Penalty 2780.709495 = -486426.013674
  nChanged 93
		SP:Iteration 14Q (23054.190000 sec): 3 clusters
  Score: Raw -489248.671898 + Penalty 2780.709495 = -486467.962403
  nChanged 90
		SP:Iteration 15Q (23054.430000 sec): 3 clusters
  Score: Raw -489293.619448 + Penalty 2780.709495 = -486512.909953
  nChanged 77
		SP:Iteration 16Q (23054.670000 sec): 3 clusters
  Score: Raw -489320.727433 + Penalty 2780.709495 = -486540.017938
  nChanged 56
		SP:Iteration 17Q (23054.880000 sec): 3 clusters
  Score: Raw -489338.738460 + Penalty 2780.709495 = -486558.028965
  nChanged 55
		SP:Iteration 18Q (23055.060000 sec): 3 clusters
  Score: Raw -489359.881239 + Penalty 2780.709495 = -486579.171744
  nChanged 53
		SP:Iteration 19Q (23055.260000 sec): 3 clusters
  Score: Raw -489378.616800 + Penalty 2780.709495 = -486597.907305
  nChanged 43
		SP:Iteration 20F (23055.510000 sec): 3 clusters
  Score: Raw -489396.718373 + Penalty 2780.709495 = -486616.008878
  nChanged 56
		SP:Iteration 21Q (23055.700000 sec): 3 clusters
  Score: Raw -489421.962884 + Penalty 2780.709495 = -486641.253389
  nChanged 54
		SP:Iteration 22Q (23055.950000 sec): 3 clusters
  Score: Raw -489446.191162 + Penalty 2780.709495 = -486665.481667
  nChanged 60
		SP:Iteration 23Q (23056.130000 sec): 3 clusters
  Score: Raw -489474.522786 + Penalty 2780.709495 = -486693.813291
  nChanged 62
		SP:Iteration 24Q (23056.300000 sec): 3 clusters
  Score: Raw -489504.309076 + Penalty 2780.709495 = -486723.599581
  nChanged 55
		SP:Iteration 25Q (23056.520000 sec): 3 clusters
  Score: Raw -489522.055002 + Penalty 2780.709495 = -486741.345507
  nChanged 40
		SP:Iteration 26Q (23056.730000 sec): 3 clusters
  Score: Raw -489533.897247 + Penalty 2780.709495 = -486753.187752
  nChanged 39
		SP:Iteration 27Q (23056.930000 sec): 3 clusters
  Score: Raw -489548.369430 + Penalty 2780.709495 = -486767.659935
  nChanged 42
		SP:Iteration 28Q (23057.120000 sec): 3 clusters
  Score: Raw -489566.996903 + Penalty 2780.709495 = -486786.287408
  nChanged 34
		SP:Iteration 29Q (23057.310000 sec): 3 clusters
  Score: Raw -489583.920742 + Penalty 2780.709495 = -486803.211247
  nChanged 37
		SP:Iteration 30Q (23057.550000 sec): 3 clusters
  Score: Raw -489601.244033 + Penalty 2780.709495 = -486820.534538
  nChanged 31
		SP:Iteration 31Q (23057.720000 sec): 3 clusters
  Score: Raw -489612.462826 + Penalty 2780.709495 = -486831.753331
  nChanged 27
		SP:Iteration 32Q (23057.890000 sec): 3 clusters
  Score: Raw -489622.594715 + Penalty 2780.709495 = -486841.885220
  nChanged 25
		SP:Iteration 33Q (23058.070000 sec): 3 clusters
  Score: Raw -489629.383254 + Penalty 2780.709495 = -486848.673759
  nChanged 17
		SP:Iteration 34Q (23058.270000 sec): 3 clusters
  Score: Raw -489634.664778 + Penalty 2780.709495 = -486853.955283
  nChanged 18
		SP:Iteration 35Q (23058.400000 sec): 3 clusters
  Score: Raw -489641.897013 + Penalty 2780.709495 = -486861.187518
  nChanged 24
		SP:Iteration 36Q (23058.580000 sec): 3 clusters
  Score: Raw -489652.408774 + Penalty 2780.709495 = -486871.699279
  nChanged 15
		SP:Iteration 37Q (23058.770000 sec): 3 clusters
  Score: Raw -489658.185957 + Penalty 2780.709495 = -486877.476462
  nChanged 15
		SP:Iteration 38Q (23058.960000 sec): 3 clusters
  Score: Raw -489663.829159 + Penalty 2780.709495 = -486883.119664
  nChanged 17
		SP:Iteration 39Q (23059.120000 sec): 3 clusters
  Score: Raw -489669.163129 + Penalty 2780.709495 = -486888.453634
  nChanged 10
		SP:Iteration 40F (23059.370000 sec): 3 clusters
  Score: Raw -489671.998375 + Penalty 2780.709495 = -486891.288880
  nChanged 11
		SP:Iteration 41Q (23059.580000 sec): 3 clusters
  Score: Raw -489675.740870 + Penalty 2780.709495 = -486895.031375
  nChanged 9
		SP:Iteration 42Q (23059.770000 sec): 3 clusters
  Score: Raw -489677.900803 + Penalty 2780.709495 = -486897.191308
  nChanged 9
		SP:Iteration 43Q (23060.010000 sec): 3 clusters
  Score: Raw -489680.138401 + Penalty 2780.709495 = -486899.428906
  nChanged 7
		SP:Iteration 44Q (23060.200000 sec): 3 clusters
  Score: Raw -489682.009655 + Penalty 2780.709495 = -486901.300160
  nChanged 6
		SP:Iteration 45Q (23060.420000 sec): 3 clusters
  Score: Raw -489684.600886 + Penalty 2780.709495 = -486903.891391
  nChanged 9
		SP:Iteration 46Q (23060.630000 sec): 3 clusters
  Score: Raw -489687.104033 + Penalty 2780.709495 = -486906.394538
  nChanged 7
		SP:Iteration 47Q (23060.820000 sec): 3 clusters
  Score: Raw -489688.690993 + Penalty 2780.709495 = -486907.981498
  nChanged 9
		SP:Iteration 48Q (23061.010000 sec): 3 clusters
  Score: Raw -489691.055037 + Penalty 2780.709495 = -486910.345542
  nChanged 8
		SP:Iteration 49Q (23061.180000 sec): 3 clusters
  Score: Raw -489692.494339 + Penalty 2780.709495 = -486911.784844
  nChanged 4
		SP:Iteration 50Q (23061.450000 sec): 3 clusters
  Score: Raw -489693.000828 + Penalty 2780.709495 = -486912.291333
  nChanged 4
		SP:Iteration 51Q (23061.690000 sec): 3 clusters
  Score: Raw -489693.715722 + Penalty 2780.709495 = -486913.006227
  nChanged 2
		SP:Iteration 52Q (23061.900000 sec): 3 clusters
  Score: Raw -489693.849582 + Penalty 2780.709495 = -486913.140087
  nChanged 0
		SP:Iteration 53F (23062.110000 sec): 3 clusters
  Score: Raw -489693.849582 + Penalty 2780.709495 = -486913.140087
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 63 (110759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23062.690000 sec): 2 clusters
  Score: Raw -11557743.401904 + Penalty 1887.455692 = -11555855.946213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23063.480000 sec): 3 clusters
  Score: Raw -11485418.138646 + Penalty 3774.911383 = -11481643.227262
  nChanged 53071
		SP:Iteration 1F (23064.250000 sec): 3 clusters
  Score: Raw -11516021.755012 + Penalty 3774.911383 = -11512246.843628
  nChanged 3525
		SP:Iteration 2Q (23064.960000 sec): 3 clusters
  Score: Raw -11516838.460623 + Penalty 3774.911383 = -11513063.549240
  nChanged 3603
		SP:Iteration 3Q (23065.750000 sec): 3 clusters
  Score: Raw -11517668.762222 + Penalty 3774.911383 = -11513893.850839
  nChanged 3631
		SP:Iteration 4Q (23066.570000 sec): 3 clusters
  Score: Raw -11518558.746018 + Penalty 3774.911383 = -11514783.834634
  nChanged 3632
		SP:Iteration 5Q (23067.290000 sec): 3 clusters
  Score: Raw -11519510.935522 + Penalty 3774.911383 = -11515736.024139
  nChanged 3728
		SP:Iteration 6Q (23068.080000 sec): 3 clusters
  Score: Raw -11520558.689426 + Penalty 3774.911383 = -11516783.778043
  nChanged 3890
		SP:Iteration 7Q (23068.820000 sec): 3 clusters
  Score: Raw -11521793.154725 + Penalty 3774.911383 = -11518018.243342
  nChanged 4234
		SP:Iteration 8Q (23069.600000 sec): 3 clusters
  Score: Raw -11523406.584538 + Penalty 3774.911383 = -11519631.673155
  nChanged 4751
		SP:Iteration 9Q (23070.330000 sec): 3 clusters
  Score: Raw -11525576.810843 + Penalty 3774.911383 = -11521801.899459
  nChanged 5240
		SP:Iteration 10Q (23071.170000 sec): 3 clusters
  Score: Raw -11528309.866527 + Penalty 3774.911383 = -11524534.955143
  nChanged 5568
		SP:Iteration 11F (23071.950000 sec): 3 clusters
  Score: Raw -11531538.998942 + Penalty 3774.911383 = -11527764.087559
  nChanged 5596
		SP:Iteration 12F (23072.670000 sec): 3 clusters
  Score: Raw -11534874.177624 + Penalty 3774.911383 = -11531099.266241
  nChanged 5156
		SP:Iteration 13Q (23073.360000 sec): 3 clusters
  Score: Raw -11537736.723953 + Penalty 3774.911383 = -11533961.812569
  nChanged 4176
		SP:Iteration 14Q (23074.080000 sec): 3 clusters
  Score: Raw -11539620.820532 + Penalty 3774.911383 = -11535845.909149
  nChanged 3152
		SP:Iteration 15Q (23074.840000 sec): 3 clusters
  Score: Raw -11540708.988710 + Penalty 3774.911383 = -11536934.077326
  nChanged 2382
		SP:Iteration 16Q (23075.500000 sec): 3 clusters
  Score: Raw -11541437.498223 + Penalty 3774.911383 = -11537662.586840
  nChanged 2125
		SP:Iteration 17Q (23076.160000 sec): 3 clusters
  Score: Raw -11542106.270618 + Penalty 3774.911383 = -11538331.359235
  nChanged 2072
		SP:Iteration 18Q (23076.850000 sec): 3 clusters
  Score: Raw -11542774.977314 + Penalty 3774.911383 = -11539000.065930
  nChanged 2104
		SP:Iteration 19Q (23077.600000 sec): 3 clusters
  Score: Raw -11543501.527862 + Penalty 3774.911383 = -11539726.616479
  nChanged 2260
		SP:Iteration 20F (23078.330000 sec): 3 clusters
  Score: Raw -11544374.659928 + Penalty 3774.911383 = -11540599.748545
  nChanged 2384
		SP:Iteration 21Q (23079.010000 sec): 3 clusters
  Score: Raw -11545375.313923 + Penalty 3774.911383 = -11541600.402539
  nChanged 2490
		SP:Iteration 22Q (23079.740000 sec): 3 clusters
  Score: Raw -11546520.492340 + Penalty 3774.911383 = -11542745.580957
  nChanged 2457
		SP:Iteration 23Q (23080.400000 sec): 3 clusters
  Score: Raw -11547768.050976 + Penalty 3774.911383 = -11543993.139593
  nChanged 2446
		SP:Iteration 24Q (23081.070000 sec): 3 clusters
  Score: Raw -11549133.371249 + Penalty 3774.911383 = -11545358.459866
  nChanged 2424
		SP:Iteration 25Q (23081.750000 sec): 3 clusters
  Score: Raw -11550619.365208 + Penalty 3774.911383 = -11546844.453824
  nChanged 2246
		SP:Iteration 26Q (23082.420000 sec): 3 clusters
  Score: Raw -11552087.427761 + Penalty 3774.911383 = -11548312.516377
  nChanged 2010
		SP:Iteration 27Q (23083.060000 sec): 3 clusters
  Score: Raw -11553475.660831 + Penalty 3774.911383 = -11549700.749447
  nChanged 1817
		SP:Iteration 28Q (23083.740000 sec): 3 clusters
  Score: Raw -11554809.400847 + Penalty 3774.911383 = -11551034.489464
  nChanged 1488
		SP:Iteration 29Q (23084.360000 sec): 3 clusters
  Score: Raw -11555962.028780 + Penalty 3774.911383 = -11552187.117397
  nChanged 1054
		SP:Iteration 30Q (23084.980000 sec): 3 clusters
  Score: Raw -11556783.067356 + Penalty 3774.911383 = -11553008.155973
  nChanged 652
		SP:Iteration 31Q (23085.620000 sec): 3 clusters
  Score: Raw -11557278.434852 + Penalty 3774.911383 = -11553503.523469
  nChanged 397
		SP:Iteration 32Q (23086.330000 sec): 3 clusters
  Score: Raw -11557581.334703 + Penalty 3774.911383 = -11553806.423319
  nChanged 208
		SP:Iteration 33Q (23086.900000 sec): 3 clusters
  Score: Raw -11557750.018189 + Penalty 3774.911383 = -11553975.106805
  nChanged 129
		SP:Iteration 34Q (23087.530000 sec): 3 clusters
  Score: Raw -11557865.525568 + Penalty 3774.911383 = -11554090.614184
  nChanged 65
		SP:Iteration 35Q (23088.120000 sec): 3 clusters
  Score: Raw -11557929.212211 + Penalty 3774.911383 = -11554154.300827
  nChanged 38
		SP:Iteration 36Q (23088.680000 sec): 3 clusters
  Score: Raw -11557964.015347 + Penalty 3774.911383 = -11554189.103964
  nChanged 27
		SP:Iteration 37Q (23089.310000 sec): 3 clusters
  Score: Raw -11557986.303985 + Penalty 3774.911383 = -11554211.392602
  nChanged 15
		SP:Iteration 38Q (23089.930000 sec): 3 clusters
  Score: Raw -11558000.193766 + Penalty 3774.911383 = -11554225.282383
  nChanged 14
		SP:Iteration 39Q (23090.550000 sec): 3 clusters
  Score: Raw -11558009.898588 + Penalty 3774.911383 = -11554234.987204
  nChanged 12
		SP:Iteration 40F (23091.180000 sec): 3 clusters
  Score: Raw -11558021.113039 + Penalty 3774.911383 = -11554246.201656
  nChanged 6
		SP:Iteration 41Q (23091.840000 sec): 3 clusters
  Score: Raw -11558027.519203 + Penalty 3774.911383 = -11554252.607820
  nChanged 6
		SP:Iteration 42Q (23092.490000 sec): 3 clusters
  Score: Raw -11558033.779250 + Penalty 3774.911383 = -11554258.867867
  nChanged 8
		SP:Iteration 43Q (23093.080000 sec): 3 clusters
  Score: Raw -11558043.392262 + Penalty 3774.911383 = -11554268.480878
  nChanged 3
		SP:Iteration 44Q (23093.660000 sec): 3 clusters
  Score: Raw -11558045.578785 + Penalty 3774.911383 = -11554270.667401
  nChanged 4
		SP:Iteration 45Q (23094.310000 sec): 3 clusters
  Score: Raw -11558049.372775 + Penalty 3774.911383 = -11554274.461392
  nChanged 4
		SP:Iteration 46Q (23094.890000 sec): 3 clusters
  Score: Raw -11558052.921005 + Penalty 3774.911383 = -11554278.009622
  nChanged 1
		SP:Iteration 47Q (23095.480000 sec): 3 clusters
  Score: Raw -11558053.547166 + Penalty 3774.911383 = -11554278.635782
  nChanged 2
		SP:Iteration 48Q (23096.090000 sec): 3 clusters
  Score: Raw -11558055.005201 + Penalty 3774.911383 = -11554280.093818
  nChanged 0
		SP:Iteration 49F (23096.730000 sec): 3 clusters
  Score: Raw -11558055.005201 + Penalty 3774.911383 = -11554280.093818
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 64 (9307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23096.900000 sec): 2 clusters
  Score: Raw -1003340.553474 + Penalty 1485.009839 = -1001855.543635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23097.100000 sec): 3 clusters
  Score: Raw -998097.936219 + Penalty 2970.019677 = -995127.916542
  nChanged 3951
		SP:Iteration 1F (23097.310000 sec): 3 clusters
  Score: Raw -1000177.749742 + Penalty 2970.019677 = -997207.730065
  nChanged 504
		SP:Iteration 2F (23097.530000 sec): 3 clusters
  Score: Raw -1000362.944116 + Penalty 2970.019677 = -997392.924438
  nChanged 386
		SP:Iteration 3Q (23097.740000 sec): 3 clusters
  Score: Raw -1000488.867048 + Penalty 2970.019677 = -997518.847370
  nChanged 327
		SP:Iteration 4Q (23097.940000 sec): 3 clusters
  Score: Raw -1000587.156421 + Penalty 2970.019677 = -997617.136744
  nChanged 282
		SP:Iteration 5Q (23098.120000 sec): 3 clusters
  Score: Raw -1000665.473918 + Penalty 2970.019677 = -997695.454241
  nChanged 226
		SP:Iteration 6Q (23098.360000 sec): 3 clusters
  Score: Raw -1000731.916085 + Penalty 2970.019677 = -997761.896408
  nChanged 224
		SP:Iteration 7Q (23098.560000 sec): 3 clusters
  Score: Raw -1000798.170134 + Penalty 2970.019677 = -997828.150457
  nChanged 218
		SP:Iteration 8Q (23098.800000 sec): 3 clusters
  Score: Raw -1000861.064129 + Penalty 2970.019677 = -997891.044452
  nChanged 228
		SP:Iteration 9Q (23099.060000 sec): 3 clusters
  Score: Raw -1000929.036153 + Penalty 2970.019677 = -997959.016475
  nChanged 254
		SP:Iteration 10Q (23099.280000 sec): 3 clusters
  Score: Raw -1001009.196027 + Penalty 2970.019677 = -998039.176350
  nChanged 256
		SP:Iteration 11Q (23099.500000 sec): 3 clusters
  Score: Raw -1001104.964962 + Penalty 2970.019677 = -998134.945284
  nChanged 280
		SP:Iteration 12Q (23099.750000 sec): 3 clusters
  Score: Raw -1001224.567395 + Penalty 2970.019677 = -998254.547717
  nChanged 309
		SP:Iteration 13Q (23100.020000 sec): 3 clusters
  Score: Raw -1001357.763367 + Penalty 2970.019677 = -998387.743689
  nChanged 327
		SP:Iteration 14Q (23100.220000 sec): 3 clusters
  Score: Raw -1001530.251945 + Penalty 2970.019677 = -998560.232268
  nChanged 342
		SP:Iteration 15Q (23100.460000 sec): 3 clusters
  Score: Raw -1001726.973772 + Penalty 2970.019677 = -998756.954095
  nChanged 356
		SP:Iteration 16Q (23100.650000 sec): 3 clusters
  Score: Raw -1001951.798308 + Penalty 2970.019677 = -998981.778630
  nChanged 344
		SP:Iteration 17Q (23100.910000 sec): 3 clusters
  Score: Raw -1002176.864580 + Penalty 2970.019677 = -999206.844903
  nChanged 340
		SP:Iteration 18Q (23101.160000 sec): 3 clusters
  Score: Raw -1002430.825198 + Penalty 2970.019677 = -999460.805520
  nChanged 293
		SP:Iteration 19Q (23101.380000 sec): 3 clusters
  Score: Raw -1002662.896303 + Penalty 2970.019677 = -999692.876626
  nChanged 251
		SP:Iteration 20F (23101.630000 sec): 3 clusters
  Score: Raw -1002876.406494 + Penalty 2970.019677 = -999906.386817
  nChanged 219
		SP:Iteration 21Q (23101.850000 sec): 3 clusters
  Score: Raw -1003047.392705 + Penalty 2970.019677 = -1000077.373027
  nChanged 157
		SP:Iteration 22Q (23102.080000 sec): 3 clusters
  Score: Raw -1003169.766480 + Penalty 2970.019677 = -1000199.746802
  nChanged 125
		SP:Iteration 23Q (23102.260000 sec): 3 clusters
  Score: Raw -1003273.713260 + Penalty 2970.019677 = -1000303.693582
  nChanged 92
		SP:Iteration 24Q (23102.500000 sec): 3 clusters
  Score: Raw -1003342.709750 + Penalty 2970.019677 = -1000372.690073
  nChanged 72
		SP:Iteration 25Q (23102.680000 sec): 3 clusters
  Score: Raw -1003392.761829 + Penalty 2970.019677 = -1000422.742152
  nChanged 50
		SP:Iteration 26Q (23102.910000 sec): 3 clusters
  Score: Raw -1003423.349999 + Penalty 2970.019677 = -1000453.330321
  nChanged 43
		SP:Iteration 27Q (23103.130000 sec): 3 clusters
  Score: Raw -1003456.443605 + Penalty 2970.019677 = -1000486.423928
  nChanged 37
		SP:Iteration 28Q (23103.340000 sec): 3 clusters
  Score: Raw -1003478.014411 + Penalty 2970.019677 = -1000507.994734
  nChanged 27
		SP:Iteration 29Q (23103.580000 sec): 3 clusters
  Score: Raw -1003491.863413 + Penalty 2970.019677 = -1000521.843735
  nChanged 16
		SP:Iteration 30Q (23103.780000 sec): 3 clusters
  Score: Raw -1003502.683189 + Penalty 2970.019677 = -1000532.663512
  nChanged 16
		SP:Iteration 31Q (23103.960000 sec): 3 clusters
  Score: Raw -1003513.623337 + Penalty 2970.019677 = -1000543.603660
  nChanged 9
		SP:Iteration 32Q (23104.200000 sec): 3 clusters
  Score: Raw -1003520.203458 + Penalty 2970.019677 = -1000550.183781
  nChanged 11
		SP:Iteration 33Q (23104.380000 sec): 3 clusters
  Score: Raw -1003527.565373 + Penalty 2970.019677 = -1000557.545696
  nChanged 12
		SP:Iteration 34Q (23104.560000 sec): 3 clusters
  Score: Raw -1003534.353484 + Penalty 2970.019677 = -1000564.333807
  nChanged 11
		SP:Iteration 35Q (23104.780000 sec): 3 clusters
  Score: Raw -1003541.624126 + Penalty 2970.019677 = -1000571.604448
  nChanged 9
		SP:Iteration 36Q (23104.970000 sec): 3 clusters
  Score: Raw -1003548.043285 + Penalty 2970.019677 = -1000578.023607
  nChanged 7
		SP:Iteration 37Q (23105.130000 sec): 3 clusters
  Score: Raw -1003552.339540 + Penalty 2970.019677 = -1000582.319863
  nChanged 6
		SP:Iteration 38Q (23105.340000 sec): 3 clusters
  Score: Raw -1003557.331443 + Penalty 2970.019677 = -1000587.311766
  nChanged 4
		SP:Iteration 39Q (23105.600000 sec): 3 clusters
  Score: Raw -1003559.950898 + Penalty 2970.019677 = -1000589.931221
  nChanged 2
		SP:Iteration 40F (23105.800000 sec): 3 clusters
  Score: Raw -1003561.873339 + Penalty 2970.019677 = -1000591.853662
  nChanged 3
		SP:Iteration 41Q (23106.040000 sec): 3 clusters
  Score: Raw -1003564.896061 + Penalty 2970.019677 = -1000594.876384
  nChanged 7
		SP:Iteration 42Q (23106.260000 sec): 3 clusters
  Score: Raw -1003569.353143 + Penalty 2970.019677 = -1000599.333465
  nChanged 6
		SP:Iteration 43Q (23106.470000 sec): 3 clusters
  Score: Raw -1003572.650802 + Penalty 2970.019677 = -1000602.631125
  nChanged 4
		SP:Iteration 44Q (23106.640000 sec): 3 clusters
  Score: Raw -1003574.750364 + Penalty 2970.019677 = -1000604.730687
  nChanged 4
		SP:Iteration 45Q (23106.880000 sec): 3 clusters
  Score: Raw -1003576.732979 + Penalty 2970.019677 = -1000606.713302
  nChanged 2
		SP:Iteration 46Q (23107.060000 sec): 3 clusters
  Score: Raw -1003578.536117 + Penalty 2970.019677 = -1000608.516440
  nChanged 4
		SP:Iteration 47Q (23107.250000 sec): 3 clusters
  Score: Raw -1003581.758622 + Penalty 2970.019677 = -1000611.738944
  nChanged 3
		SP:Iteration 48Q (23107.450000 sec): 3 clusters
  Score: Raw -1003583.011889 + Penalty 2970.019677 = -1000612.992212
  nChanged 3
		SP:Iteration 49Q (23107.660000 sec): 3 clusters
  Score: Raw -1003584.431580 + Penalty 2970.019677 = -1000614.411902
  nChanged 3
		SP:Iteration 50Q (23107.850000 sec): 3 clusters
  Score: Raw -1003587.091045 + Penalty 2970.019677 = -1000617.071367
  nChanged 5
		SP:Iteration 51Q (23108.030000 sec): 3 clusters
  Score: Raw -1003590.895772 + Penalty 2970.019677 = -1000620.876095
  nChanged 5
		SP:Iteration 52Q (23108.260000 sec): 3 clusters
  Score: Raw -1003593.874098 + Penalty 2970.019677 = -1000623.854420
  nChanged 1
		SP:Iteration 53Q (23108.480000 sec): 3 clusters
  Score: Raw -1003594.182789 + Penalty 2970.019677 = -1000624.163111
  nChanged 0
		SP:Iteration 54F (23108.640000 sec): 3 clusters
  Score: Raw -1003594.182789 + Penalty 2970.019677 = -1000624.163111
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 65 (12106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23108.770000 sec): 2 clusters
  Score: Raw -1276132.102348 + Penalty 1527.736677 = -1274604.365671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23109.000000 sec): 3 clusters
  Score: Raw -1269210.642015 + Penalty 3055.473355 = -1266155.168661
  nChanged 5263
		SP:Iteration 1F (23109.220000 sec): 3 clusters
  Score: Raw -1272029.483225 + Penalty 3055.473355 = -1268974.009870
  nChanged 653
		SP:Iteration 2F (23109.450000 sec): 3 clusters
  Score: Raw -1272294.315465 + Penalty 3055.473355 = -1269238.842110
  nChanged 565
		SP:Iteration 3Q (23109.640000 sec): 3 clusters
  Score: Raw -1272523.108672 + Penalty 3055.473355 = -1269467.635317
  nChanged 509
		SP:Iteration 4Q (23109.850000 sec): 3 clusters
  Score: Raw -1272731.291498 + Penalty 3055.473355 = -1269675.818143
  nChanged 498
		SP:Iteration 5Q (23110.060000 sec): 3 clusters
  Score: Raw -1272944.154335 + Penalty 3055.473355 = -1269888.680980
  nChanged 521
		SP:Iteration 6Q (23110.320000 sec): 3 clusters
  Score: Raw -1273192.952885 + Penalty 3055.473355 = -1270137.479530
  nChanged 563
		SP:Iteration 7Q (23110.510000 sec): 3 clusters
  Score: Raw -1273493.095008 + Penalty 3055.473355 = -1270437.621653
  nChanged 622
		SP:Iteration 8F (23110.740000 sec): 3 clusters
  Score: Raw -1273846.777840 + Penalty 3055.473355 = -1270791.304485
  nChanged 639
		SP:Iteration 9F (23111.000000 sec): 3 clusters
  Score: Raw -1274215.094670 + Penalty 3055.473355 = -1271159.621315
  nChanged 591
		SP:Iteration 10Q (23111.240000 sec): 3 clusters
  Score: Raw -1274538.339361 + Penalty 3055.473355 = -1271482.866006
  nChanged 509
		SP:Iteration 11Q (23111.470000 sec): 3 clusters
  Score: Raw -1274788.689286 + Penalty 3055.473355 = -1271733.215931
  nChanged 386
		SP:Iteration 12Q (23111.710000 sec): 3 clusters
  Score: Raw -1274971.335100 + Penalty 3055.473355 = -1271915.861745
  nChanged 358
		SP:Iteration 13Q (23111.960000 sec): 3 clusters
  Score: Raw -1275139.538216 + Penalty 3055.473355 = -1272084.064861
  nChanged 313
		SP:Iteration 14Q (23112.220000 sec): 3 clusters
  Score: Raw -1275289.314107 + Penalty 3055.473355 = -1272233.840752
  nChanged 279
		SP:Iteration 15Q (23112.490000 sec): 3 clusters
  Score: Raw -1275422.405080 + Penalty 3055.473355 = -1272366.931725
  nChanged 234
		SP:Iteration 16Q (23112.720000 sec): 3 clusters
  Score: Raw -1275525.863167 + Penalty 3055.473355 = -1272470.389812
  nChanged 225
		SP:Iteration 17Q (23112.950000 sec): 3 clusters
  Score: Raw -1275630.388066 + Penalty 3055.473355 = -1272574.914711
  nChanged 173
		SP:Iteration 18Q (23113.180000 sec): 3 clusters
  Score: Raw -1275701.085252 + Penalty 3055.473355 = -1272645.611897
  nChanged 170
		SP:Iteration 19Q (23113.420000 sec): 3 clusters
  Score: Raw -1275778.410835 + Penalty 3055.473355 = -1272722.937480
  nChanged 152
		SP:Iteration 20F (23113.660000 sec): 3 clusters
  Score: Raw -1275861.832838 + Penalty 3055.473355 = -1272806.359483
  nChanged 151
		SP:Iteration 21Q (23113.880000 sec): 3 clusters
  Score: Raw -1275953.513687 + Penalty 3055.473355 = -1272898.040332
  nChanged 145
		SP:Iteration 22Q (23114.090000 sec): 3 clusters
  Score: Raw -1276036.330098 + Penalty 3055.473355 = -1272980.856743
  nChanged 128
		SP:Iteration 23Q (23114.290000 sec): 3 clusters
  Score: Raw -1276099.854822 + Penalty 3055.473355 = -1273044.381467
  nChanged 93
		SP:Iteration 24Q (23114.520000 sec): 3 clusters
  Score: Raw -1276143.735242 + Penalty 3055.473355 = -1273088.261887
  nChanged 73
		SP:Iteration 25Q (23114.720000 sec): 3 clusters
  Score: Raw -1276180.071069 + Penalty 3055.473355 = -1273124.597714
  nChanged 71
		SP:Iteration 26Q (23114.950000 sec): 3 clusters
  Score: Raw -1276216.715727 + Penalty 3055.473355 = -1273161.242372
  nChanged 73
		SP:Iteration 27Q (23115.210000 sec): 3 clusters
  Score: Raw -1276250.165416 + Penalty 3055.473355 = -1273194.692061
  nChanged 66
		SP:Iteration 28Q (23115.430000 sec): 3 clusters
  Score: Raw -1276279.426682 + Penalty 3055.473355 = -1273223.953327
  nChanged 56
		SP:Iteration 29Q (23115.650000 sec): 3 clusters
  Score: Raw -1276304.639574 + Penalty 3055.473355 = -1273249.166219
  nChanged 48
		SP:Iteration 30Q (23115.880000 sec): 3 clusters
  Score: Raw -1276321.513076 + Penalty 3055.473355 = -1273266.039721
  nChanged 42
		SP:Iteration 31Q (23116.110000 sec): 3 clusters
  Score: Raw -1276338.052462 + Penalty 3055.473355 = -1273282.579107
  nChanged 41
		SP:Iteration 32Q (23116.430000 sec): 3 clusters
  Score: Raw -1276351.746386 + Penalty 3055.473355 = -1273296.273031
  nChanged 25
		SP:Iteration 33Q (23116.670000 sec): 3 clusters
  Score: Raw -1276360.397734 + Penalty 3055.473355 = -1273304.924379
  nChanged 27
		SP:Iteration 34Q (23116.870000 sec): 3 clusters
  Score: Raw -1276370.833313 + Penalty 3055.473355 = -1273315.359958
  nChanged 30
		SP:Iteration 35Q (23117.130000 sec): 3 clusters
  Score: Raw -1276381.438420 + Penalty 3055.473355 = -1273325.965065
  nChanged 21
		SP:Iteration 36Q (23117.380000 sec): 3 clusters
  Score: Raw -1276390.277894 + Penalty 3055.473355 = -1273334.804539
  nChanged 24
		SP:Iteration 37Q (23117.580000 sec): 3 clusters
  Score: Raw -1276399.528655 + Penalty 3055.473355 = -1273344.055301
  nChanged 19
		SP:Iteration 38Q (23117.770000 sec): 3 clusters
  Score: Raw -1276405.831155 + Penalty 3055.473355 = -1273350.357801
  nChanged 14
		SP:Iteration 39Q (23118.050000 sec): 3 clusters
  Score: Raw -1276410.896008 + Penalty 3055.473355 = -1273355.422653
  nChanged 12
		SP:Iteration 40F (23118.270000 sec): 3 clusters
  Score: Raw -1276414.031260 + Penalty 3055.473355 = -1273358.557905
  nChanged 8
		SP:Iteration 41Q (23118.470000 sec): 3 clusters
  Score: Raw -1276416.763508 + Penalty 3055.473355 = -1273361.290153
  nChanged 13
		SP:Iteration 42Q (23118.740000 sec): 3 clusters
  Score: Raw -1276421.978292 + Penalty 3055.473355 = -1273366.504937
  nChanged 11
		SP:Iteration 43Q (23118.960000 sec): 3 clusters
  Score: Raw -1276424.799798 + Penalty 3055.473355 = -1273369.326443
  nChanged 7
		SP:Iteration 44Q (23119.220000 sec): 3 clusters
  Score: Raw -1276426.788966 + Penalty 3055.473355 = -1273371.315611
  nChanged 8
		SP:Iteration 45Q (23119.420000 sec): 3 clusters
  Score: Raw -1276429.266555 + Penalty 3055.473355 = -1273373.793200
  nChanged 8
		SP:Iteration 46Q (23119.630000 sec): 3 clusters
  Score: Raw -1276432.125354 + Penalty 3055.473355 = -1273376.651999
  nChanged 7
		SP:Iteration 47Q (23119.860000 sec): 3 clusters
  Score: Raw -1276434.182818 + Penalty 3055.473355 = -1273378.709463
  nChanged 3
		SP:Iteration 48Q (23120.070000 sec): 3 clusters
  Score: Raw -1276435.569503 + Penalty 3055.473355 = -1273380.096148
  nChanged 9
		SP:Iteration 49Q (23120.310000 sec): 3 clusters
  Score: Raw -1276438.685285 + Penalty 3055.473355 = -1273383.211930
  nChanged 5
		SP:Iteration 50Q (23120.520000 sec): 3 clusters
  Score: Raw -1276440.240957 + Penalty 3055.473355 = -1273384.767602
  nChanged 7
		SP:Iteration 51Q (23120.780000 sec): 3 clusters
  Score: Raw -1276443.384723 + Penalty 3055.473355 = -1273387.911368
  nChanged 7
		SP:Iteration 52Q (23120.960000 sec): 3 clusters
  Score: Raw -1276447.049002 + Penalty 3055.473355 = -1273391.575647
  nChanged 10
		SP:Iteration 53Q (23121.180000 sec): 3 clusters
  Score: Raw -1276452.591014 + Penalty 3055.473355 = -1273397.117659
  nChanged 14
		SP:Iteration 54Q (23121.400000 sec): 3 clusters
  Score: Raw -1276459.819837 + Penalty 3055.473355 = -1273404.346482
  nChanged 13
		SP:Iteration 55Q (23121.600000 sec): 3 clusters
  Score: Raw -1276466.041873 + Penalty 3055.473355 = -1273410.568518
  nChanged 12
		SP:Iteration 56Q (23121.880000 sec): 3 clusters
  Score: Raw -1276471.883545 + Penalty 3055.473355 = -1273416.410191
  nChanged 11
		SP:Iteration 57Q (23122.140000 sec): 3 clusters
  Score: Raw -1276476.427686 + Penalty 3055.473355 = -1273420.954331
  nChanged 17
		SP:Iteration 58Q (23122.340000 sec): 3 clusters
  Score: Raw -1276486.036844 + Penalty 3055.473355 = -1273430.563489
  nChanged 17
		SP:Iteration 59Q (23122.600000 sec): 3 clusters
  Score: Raw -1276494.159441 + Penalty 3055.473355 = -1273438.686086
  nChanged 15
		SP:Iteration 60F (23122.860000 sec): 3 clusters
  Score: Raw -1276503.506902 + Penalty 3055.473355 = -1273448.033547
  nChanged 14
		SP:Iteration 61Q (23123.100000 sec): 3 clusters
  Score: Raw -1276511.931738 + Penalty 3055.473355 = -1273456.458383
  nChanged 10
		SP:Iteration 62Q (23123.380000 sec): 3 clusters
  Score: Raw -1276518.218160 + Penalty 3055.473355 = -1273462.744805
  nChanged 17
		SP:Iteration 63Q (23123.670000 sec): 3 clusters
  Score: Raw -1276527.575099 + Penalty 3055.473355 = -1273472.101744
  nChanged 12
		SP:Iteration 64Q (23123.950000 sec): 3 clusters
  Score: Raw -1276534.265443 + Penalty 3055.473355 = -1273478.792088
  nChanged 9
		SP:Iteration 65Q (23124.210000 sec): 3 clusters
  Score: Raw -1276538.910642 + Penalty 3055.473355 = -1273483.437288
  nChanged 6
		SP:Iteration 66Q (23124.450000 sec): 3 clusters
  Score: Raw -1276541.776684 + Penalty 3055.473355 = -1273486.303329
  nChanged 8
		SP:Iteration 67Q (23124.690000 sec): 3 clusters
  Score: Raw -1276546.828241 + Penalty 3055.473355 = -1273491.354886
  nChanged 12
		SP:Iteration 68Q (23124.940000 sec): 3 clusters
  Score: Raw -1276554.588298 + Penalty 3055.473355 = -1273499.114943
  nChanged 8
		SP:Iteration 69Q (23125.180000 sec): 3 clusters
  Score: Raw -1276557.890467 + Penalty 3055.473355 = -1273502.417113
  nChanged 7
		SP:Iteration 70Q (23125.370000 sec): 3 clusters
  Score: Raw -1276562.814951 + Penalty 3055.473355 = -1273507.341596
  nChanged 6
		SP:Iteration 71Q (23125.580000 sec): 3 clusters
  Score: Raw -1276566.170322 + Penalty 3055.473355 = -1273510.696968
  nChanged 4
		SP:Iteration 72Q (23125.840000 sec): 3 clusters
  Score: Raw -1276568.438286 + Penalty 3055.473355 = -1273512.964932
  nChanged 6
		SP:Iteration 73Q (23126.080000 sec): 3 clusters
  Score: Raw -1276570.114707 + Penalty 3055.473355 = -1273514.641352
  nChanged 2
		SP:Iteration 74Q (23126.310000 sec): 3 clusters
  Score: Raw -1276570.995511 + Penalty 3055.473355 = -1273515.522156
  nChanged 3
		SP:Iteration 75Q (23126.560000 sec): 3 clusters
  Score: Raw -1276573.039887 + Penalty 3055.473355 = -1273517.566532
  nChanged 3
		SP:Iteration 76Q (23126.810000 sec): 3 clusters
  Score: Raw -1276573.843735 + Penalty 3055.473355 = -1273518.370380
  nChanged 0
		SP:Iteration 77F (23127.040000 sec): 3 clusters
  Score: Raw -1276573.843735 + Penalty 3055.473355 = -1273518.370380
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 66 (898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23127.180000 sec): 2 clusters
  Score: Raw -74470.528663 + Penalty 1105.027636 = -73365.501027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23127.360000 sec): 3 clusters
  Score: Raw -74221.603111 + Penalty 2210.055272 = -72011.547839
  nChanged 272
		SP:Iteration 1F (23127.560000 sec): 3 clusters
  Score: Raw -74448.280663 + Penalty 2210.055272 = -72238.225391
  nChanged 56
		SP:Iteration 2F (23127.770000 sec): 3 clusters
  Score: Raw -74505.235745 + Penalty 2210.055272 = -72295.180473
  nChanged 31
		SP:Iteration 3Q (23127.950000 sec): 3 clusters
  Score: Raw -74540.910498 + Penalty 2210.055272 = -72330.855225
  nChanged 34
		SP:Iteration 4Q (23128.100000 sec): 3 clusters
  Score: Raw -74605.494887 + Penalty 2210.055272 = -72395.439615
  nChanged 51
		SP:Iteration 5F (23128.320000 sec): 3 clusters
  Score: Raw -74684.936605 + Penalty 2210.055272 = -72474.881333
  nChanged 40
		SP:Iteration 6Q (23128.480000 sec): 3 clusters
  Score: Raw -74774.931510 + Penalty 2210.055272 = -72564.876238
  nChanged 45
		SP:Iteration 7F (23128.640000 sec): 3 clusters
  Score: Raw -74892.624123 + Penalty 2210.055272 = -72682.568850
  nChanged 59
		SP:Iteration 8F (23128.840000 sec): 3 clusters
  Score: Raw -75069.406456 + Penalty 2210.055272 = -72859.351184
  nChanged 55
		SP:Iteration 9F (23128.990000 sec): 3 clusters
  Score: Raw -75229.934894 + Penalty 2210.055272 = -73019.879621
  nChanged 41
		SP:Iteration 10Q (23129.140000 sec): 3 clusters
  Score: Raw -75373.110284 + Penalty 2210.055272 = -73163.055011
  nChanged 26
		SP:Iteration 11Q (23129.280000 sec): 3 clusters
  Score: Raw -75436.656103 + Penalty 2210.055272 = -73226.600831
  nChanged 10
		SP:Iteration 12Q (23129.470000 sec): 3 clusters
  Score: Raw -75446.289587 + Penalty 2210.055272 = -73236.234314
  nChanged 6
		SP:Iteration 13Q (23129.620000 sec): 3 clusters
  Score: Raw -75453.475175 + Penalty 2210.055272 = -73243.419903
  nChanged 4
		SP:Iteration 14Q (23129.770000 sec): 3 clusters
  Score: Raw -75459.575497 + Penalty 2210.055272 = -73249.520225
  nChanged 2
		SP:Iteration 15Q (23129.920000 sec): 3 clusters
  Score: Raw -75472.725598 + Penalty 2210.055272 = -73262.670326
  nChanged 4
		SP:Iteration 16Q (23130.130000 sec): 3 clusters
  Score: Raw -75477.844886 + Penalty 2210.055272 = -73267.789614
  nChanged 6
		SP:Iteration 17Q (23130.330000 sec): 3 clusters
  Score: Raw -75485.257511 + Penalty 2210.055272 = -73275.202239
  nChanged 3
		SP:Iteration 18Q (23130.560000 sec): 3 clusters
  Score: Raw -75488.502636 + Penalty 2210.055272 = -73278.447364
  nChanged 3
		SP:Iteration 19Q (23130.770000 sec): 3 clusters
  Score: Raw -75492.329917 + Penalty 2210.055272 = -73282.274645
  nChanged 3
		SP:Iteration 20F (23130.920000 sec): 3 clusters
  Score: Raw -75496.999449 + Penalty 2210.055272 = -73286.944177
  nChanged 1
		SP:Iteration 21Q (23131.140000 sec): 3 clusters
  Score: Raw -75497.615518 + Penalty 2210.055272 = -73287.560246
  nChanged 0
		SP:Iteration 22F (23131.280000 sec): 3 clusters
  Score: Raw -75497.615518 + Penalty 2210.055272 = -73287.560246
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 67 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23131.420000 sec): 2 clusters
  Score: Raw -270249.978602 + Penalty 1278.901966 = -268971.076636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23131.640000 sec): 3 clusters
  Score: Raw -269051.294733 + Penalty 2557.803933 = -266493.490800
  nChanged 930
		SP:Iteration 1F (23131.820000 sec): 3 clusters
  Score: Raw -269603.944601 + Penalty 2557.803933 = -267046.140669
  nChanged 189
		SP:Iteration 2F (23131.990000 sec): 3 clusters
  Score: Raw -269708.179420 + Penalty 2557.803933 = -267150.375487
  nChanged 112
		SP:Iteration 3Q (23132.130000 sec): 3 clusters
  Score: Raw -269773.249518 + Penalty 2557.803933 = -267215.445586
  nChanged 67
		SP:Iteration 4Q (23132.280000 sec): 3 clusters
  Score: Raw -269807.915878 + Penalty 2557.803933 = -267250.111945
  nChanged 54
		SP:Iteration 5Q (23132.420000 sec): 3 clusters
  Score: Raw -269830.702639 + Penalty 2557.803933 = -267272.898706
  nChanged 43
		SP:Iteration 6Q (23132.580000 sec): 3 clusters
  Score: Raw -269850.945993 + Penalty 2557.803933 = -267293.142061
  nChanged 32
		SP:Iteration 7Q (23132.710000 sec): 3 clusters
  Score: Raw -269866.920821 + Penalty 2557.803933 = -267309.116889
  nChanged 32
		SP:Iteration 8Q (23132.920000 sec): 3 clusters
  Score: Raw -269880.901319 + Penalty 2557.803933 = -267323.097387
  nChanged 27
		SP:Iteration 9Q (23133.090000 sec): 3 clusters
  Score: Raw -269893.220428 + Penalty 2557.803933 = -267335.416495
  nChanged 28
		SP:Iteration 10Q (23133.240000 sec): 3 clusters
  Score: Raw -269910.739949 + Penalty 2557.803933 = -267352.936017
  nChanged 28
		SP:Iteration 11Q (23133.380000 sec): 3 clusters
  Score: Raw -269928.130241 + Penalty 2557.803933 = -267370.326308
  nChanged 30
		SP:Iteration 12Q (23133.540000 sec): 3 clusters
  Score: Raw -269945.691735 + Penalty 2557.803933 = -267387.887803
  nChanged 34
		SP:Iteration 13Q (23133.680000 sec): 3 clusters
  Score: Raw -269959.062118 + Penalty 2557.803933 = -267401.258186
  nChanged 28
		SP:Iteration 14Q (23133.870000 sec): 3 clusters
  Score: Raw -269970.369589 + Penalty 2557.803933 = -267412.565656
  nChanged 30
		SP:Iteration 15Q (23134.060000 sec): 3 clusters
  Score: Raw -269981.610481 + Penalty 2557.803933 = -267423.806549
  nChanged 17
		SP:Iteration 16Q (23134.210000 sec): 3 clusters
  Score: Raw -269986.255754 + Penalty 2557.803933 = -267428.451821
  nChanged 12
		SP:Iteration 17Q (23134.370000 sec): 3 clusters
  Score: Raw -269990.366016 + Penalty 2557.803933 = -267432.562084
  nChanged 9
		SP:Iteration 18Q (23134.500000 sec): 3 clusters
  Score: Raw -269992.684931 + Penalty 2557.803933 = -267434.880999
  nChanged 6
		SP:Iteration 19Q (23134.660000 sec): 3 clusters
  Score: Raw -269994.528468 + Penalty 2557.803933 = -267436.724535
  nChanged 9
		SP:Iteration 20F (23134.820000 sec): 3 clusters
  Score: Raw -269997.509326 + Penalty 2557.803933 = -267439.705393
  nChanged 10
		SP:Iteration 21Q (23134.960000 sec): 3 clusters
  Score: Raw -270001.479080 + Penalty 2557.803933 = -267443.675148
  nChanged 8
		SP:Iteration 22Q (23135.110000 sec): 3 clusters
  Score: Raw -270003.924634 + Penalty 2557.803933 = -267446.120701
  nChanged 7
		SP:Iteration 23Q (23135.320000 sec): 3 clusters
  Score: Raw -270006.034955 + Penalty 2557.803933 = -267448.231023
  nChanged 10
		SP:Iteration 24Q (23135.510000 sec): 3 clusters
  Score: Raw -270008.855041 + Penalty 2557.803933 = -267451.051108
  nChanged 12
		SP:Iteration 25Q (23135.700000 sec): 3 clusters
  Score: Raw -270012.307905 + Penalty 2557.803933 = -267454.503973
  nChanged 8
		SP:Iteration 26Q (23135.870000 sec): 3 clusters
  Score: Raw -270014.824202 + Penalty 2557.803933 = -267457.020270
  nChanged 9
		SP:Iteration 27Q (23136.020000 sec): 3 clusters
  Score: Raw -270016.888909 + Penalty 2557.803933 = -267459.084977
  nChanged 1
		SP:Iteration 28Q (23136.190000 sec): 3 clusters
  Score: Raw -270017.189988 + Penalty 2557.803933 = -267459.386055
  nChanged 1
		SP:Iteration 29Q (23136.350000 sec): 3 clusters
  Score: Raw -270017.496223 + Penalty 2557.803933 = -267459.692290
  nChanged 2
		SP:Iteration 30Q (23136.590000 sec): 3 clusters
  Score: Raw -270018.428421 + Penalty 2557.803933 = -267460.624489
  nChanged 2
		SP:Iteration 31Q (23136.760000 sec): 3 clusters
  Score: Raw -270018.951865 + Penalty 2557.803933 = -267461.147933
  nChanged 1
		SP:Iteration 32Q (23136.930000 sec): 3 clusters
  Score: Raw -270019.204564 + Penalty 2557.803933 = -267461.400631
  nChanged 1
		SP:Iteration 33Q (23137.110000 sec): 3 clusters
  Score: Raw -270019.520810 + Penalty 2557.803933 = -267461.716878
  nChanged 0
		SP:Iteration 34F (23137.290000 sec): 3 clusters
  Score: Raw -270019.520810 + Penalty 2557.803933 = -267461.716878
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 68 (5036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23137.380000 sec): 2 clusters
  Score: Raw -511348.889176 + Penalty 1385.209702 = -509963.679474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23137.570000 sec): 3 clusters
  Score: Raw -508730.268171 + Penalty 2770.419403 = -505959.848767
  nChanged 2044
		SP:Iteration 1F (23137.740000 sec): 3 clusters
  Score: Raw -509830.775799 + Penalty 2770.419403 = -507060.356395
  nChanged 332
		SP:Iteration 2F (23137.930000 sec): 3 clusters
  Score: Raw -510002.359897 + Penalty 2770.419403 = -507231.940493
  nChanged 258
		SP:Iteration 3F (23138.120000 sec): 3 clusters
  Score: Raw -510143.146375 + Penalty 2770.419403 = -507372.726972
  nChanged 214
		SP:Iteration 4Q (23138.310000 sec): 3 clusters
  Score: Raw -510259.967437 + Penalty 2770.419403 = -507489.548034
  nChanged 209
		SP:Iteration 5Q (23138.480000 sec): 3 clusters
  Score: Raw -510361.128606 + Penalty 2770.419403 = -507590.709203
  nChanged 186
		SP:Iteration 6Q (23138.690000 sec): 3 clusters
  Score: Raw -510465.457689 + Penalty 2770.419403 = -507695.038286
  nChanged 207
		SP:Iteration 7Q (23138.850000 sec): 3 clusters
  Score: Raw -510605.850927 + Penalty 2770.419403 = -507835.431524
  nChanged 229
		SP:Iteration 8Q (23139.060000 sec): 3 clusters
  Score: Raw -510782.378904 + Penalty 2770.419403 = -508011.959500
  nChanged 222
		SP:Iteration 9Q (23139.250000 sec): 3 clusters
  Score: Raw -510957.330676 + Penalty 2770.419403 = -508186.911272
  nChanged 218
		SP:Iteration 10Q (23139.440000 sec): 3 clusters
  Score: Raw -511141.787653 + Penalty 2770.419403 = -508371.368250
  nChanged 202
		SP:Iteration 11Q (23139.650000 sec): 3 clusters
  Score: Raw -511303.118420 + Penalty 2770.419403 = -508532.699016
  nChanged 169
		SP:Iteration 12Q (23139.830000 sec): 3 clusters
  Score: Raw -511427.794141 + Penalty 2770.419403 = -508657.374738
  nChanged 127
		SP:Iteration 13Q (23140.010000 sec): 3 clusters
  Score: Raw -511509.566731 + Penalty 2770.419403 = -508739.147328
  nChanged 91
		SP:Iteration 14Q (23140.170000 sec): 3 clusters
  Score: Raw -511549.343830 + Penalty 2770.419403 = -508778.924427
  nChanged 53
		SP:Iteration 15Q (23140.340000 sec): 3 clusters
  Score: Raw -511568.667881 + Penalty 2770.419403 = -508798.248477
  nChanged 32
		SP:Iteration 16Q (23140.530000 sec): 3 clusters
  Score: Raw -511579.545407 + Penalty 2770.419403 = -508809.126004
  nChanged 25
		SP:Iteration 17Q (23140.660000 sec): 3 clusters
  Score: Raw -511585.824717 + Penalty 2770.419403 = -508815.405314
  nChanged 21
		SP:Iteration 18Q (23140.800000 sec): 3 clusters
  Score: Raw -511591.571560 + Penalty 2770.419403 = -508821.152157
  nChanged 18
		SP:Iteration 19Q (23140.960000 sec): 3 clusters
  Score: Raw -511597.266073 + Penalty 2770.419403 = -508826.846669
  nChanged 17
		SP:Iteration 20F (23141.130000 sec): 3 clusters
  Score: Raw -511601.653814 + Penalty 2770.419403 = -508831.234410
  nChanged 13
		SP:Iteration 21Q (23141.340000 sec): 3 clusters
  Score: Raw -511606.250650 + Penalty 2770.419403 = -508835.831247
  nChanged 14
		SP:Iteration 22Q (23141.500000 sec): 3 clusters
  Score: Raw -511609.679279 + Penalty 2770.419403 = -508839.259875
  nChanged 13
		SP:Iteration 23Q (23141.720000 sec): 3 clusters
  Score: Raw -511612.590198 + Penalty 2770.419403 = -508842.170795
  nChanged 5
		SP:Iteration 24Q (23141.910000 sec): 3 clusters
  Score: Raw -511614.522504 + Penalty 2770.419403 = -508844.103100
  nChanged 10
		SP:Iteration 25Q (23142.090000 sec): 3 clusters
  Score: Raw -511616.800801 + Penalty 2770.419403 = -508846.381398
  nChanged 9
		SP:Iteration 26Q (23142.290000 sec): 3 clusters
  Score: Raw -511620.312931 + Penalty 2770.419403 = -508849.893528
  nChanged 14
		SP:Iteration 27Q (23142.440000 sec): 3 clusters
  Score: Raw -511625.342143 + Penalty 2770.419403 = -508854.922739
  nChanged 15
		SP:Iteration 28Q (23142.620000 sec): 3 clusters
  Score: Raw -511629.675023 + Penalty 2770.419403 = -508859.255620
  nChanged 15
		SP:Iteration 29Q (23142.830000 sec): 3 clusters
  Score: Raw -511633.950380 + Penalty 2770.419403 = -508863.530977
  nChanged 10
		SP:Iteration 30Q (23142.990000 sec): 3 clusters
  Score: Raw -511636.099655 + Penalty 2770.419403 = -508865.680252
  nChanged 8
		SP:Iteration 31Q (23143.180000 sec): 3 clusters
  Score: Raw -511637.608987 + Penalty 2770.419403 = -508867.189583
  nChanged 5
		SP:Iteration 32Q (23143.370000 sec): 3 clusters
  Score: Raw -511638.607591 + Penalty 2770.419403 = -508868.188188
  nChanged 6
		SP:Iteration 33Q (23143.570000 sec): 3 clusters
  Score: Raw -511640.007299 + Penalty 2770.419403 = -508869.587896
  nChanged 2
		SP:Iteration 34Q (23143.770000 sec): 3 clusters
  Score: Raw -511640.317309 + Penalty 2770.419403 = -508869.897906
  nChanged 2
		SP:Iteration 35Q (23143.990000 sec): 3 clusters
  Score: Raw -511641.130984 + Penalty 2770.419403 = -508870.711581
  nChanged 3
		SP:Iteration 36Q (23144.150000 sec): 3 clusters
  Score: Raw -511641.904021 + Penalty 2770.419403 = -508871.484618
  nChanged 2
		SP:Iteration 37Q (23144.350000 sec): 3 clusters
  Score: Raw -511642.756108 + Penalty 2770.419403 = -508872.336704
  nChanged 4
		SP:Iteration 38Q (23144.550000 sec): 3 clusters
  Score: Raw -511643.630116 + Penalty 2770.419403 = -508873.210713
  nChanged 2
		SP:Iteration 39Q (23144.750000 sec): 3 clusters
  Score: Raw -511643.999037 + Penalty 2770.419403 = -508873.579634
  nChanged 2
		SP:Iteration 40F (23144.990000 sec): 3 clusters
  Score: Raw -511644.631090 + Penalty 2770.419403 = -508874.211687
  nChanged 2
		SP:Iteration 41Q (23145.180000 sec): 3 clusters
  Score: Raw -511645.022718 + Penalty 2770.419403 = -508874.603314
  nChanged 2
		SP:Iteration 42Q (23145.410000 sec): 3 clusters
  Score: Raw -511645.418737 + Penalty 2770.419403 = -508874.999334
  nChanged 3
		SP:Iteration 43Q (23145.650000 sec): 3 clusters
  Score: Raw -511646.064011 + Penalty 2770.419403 = -508875.644608
  nChanged 2
		SP:Iteration 44Q (23145.850000 sec): 3 clusters
  Score: Raw -511646.260762 + Penalty 2770.419403 = -508875.841359
  nChanged 1
		SP:Iteration 45Q (23146.020000 sec): 3 clusters
  Score: Raw -511646.674043 + Penalty 2770.419403 = -508876.254640
  nChanged 2
		SP:Iteration 46Q (23146.230000 sec): 3 clusters
  Score: Raw -511647.406152 + Penalty 2770.419403 = -508876.986749
  nChanged 2
		SP:Iteration 47Q (23146.460000 sec): 3 clusters
  Score: Raw -511648.102233 + Penalty 2770.419403 = -508877.682830
  nChanged 3
		SP:Iteration 48Q (23146.670000 sec): 3 clusters
  Score: Raw -511648.782738 + Penalty 2770.419403 = -508878.363335
  nChanged 3
		SP:Iteration 49Q (23146.970000 sec): 3 clusters
  Score: Raw -511649.237669 + Penalty 2770.419403 = -508878.818266
  nChanged 3
		SP:Iteration 50Q (23147.150000 sec): 3 clusters
  Score: Raw -511649.890147 + Penalty 2770.419403 = -508879.470744
  nChanged 2
		SP:Iteration 51Q (23147.390000 sec): 3 clusters
  Score: Raw -511650.111892 + Penalty 2770.419403 = -508879.692489
  nChanged 1
		SP:Iteration 52Q (23147.590000 sec): 3 clusters
  Score: Raw -511650.329526 + Penalty 2770.419403 = -508879.910122
  nChanged 1
		SP:Iteration 53Q (23147.810000 sec): 3 clusters
  Score: Raw -511650.434425 + Penalty 2770.419403 = -508880.015022
  nChanged 0
		SP:Iteration 54F (23147.990000 sec): 3 clusters
  Score: Raw -511650.434425 + Penalty 2770.419403 = -508880.015022
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 69 (2686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23148.110000 sec): 2 clusters
  Score: Raw -287304.622783 + Penalty 1283.068861 = -286021.553921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23148.310000 sec): 3 clusters
  Score: Raw -286067.319483 + Penalty 2566.137723 = -283501.181760
  nChanged 975
		SP:Iteration 1F (23148.470000 sec): 3 clusters
  Score: Raw -286612.345783 + Penalty 2566.137723 = -284046.208061
  nChanged 177
		SP:Iteration 2F (23148.620000 sec): 3 clusters
  Score: Raw -286713.265556 + Penalty 2566.137723 = -284147.127834
  nChanged 120
		SP:Iteration 3Q (23148.800000 sec): 3 clusters
  Score: Raw -286783.085987 + Penalty 2566.137723 = -284216.948265
  nChanged 114
		SP:Iteration 4Q (23149.030000 sec): 3 clusters
  Score: Raw -286853.619066 + Penalty 2566.137723 = -284287.481343
  nChanged 96
		SP:Iteration 5Q (23149.170000 sec): 3 clusters
  Score: Raw -286903.320267 + Penalty 2566.137723 = -284337.182544
  nChanged 73
		SP:Iteration 6Q (23149.330000 sec): 3 clusters
  Score: Raw -286940.614162 + Penalty 2566.137723 = -284374.476439
  nChanged 67
		SP:Iteration 7Q (23149.570000 sec): 3 clusters
  Score: Raw -286972.409999 + Penalty 2566.137723 = -284406.272277
  nChanged 54
		SP:Iteration 8Q (23149.750000 sec): 3 clusters
  Score: Raw -286993.491899 + Penalty 2566.137723 = -284427.354177
  nChanged 38
		SP:Iteration 9Q (23149.980000 sec): 3 clusters
  Score: Raw -287008.849937 + Penalty 2566.137723 = -284442.712215
  nChanged 29
		SP:Iteration 10Q (23150.190000 sec): 3 clusters
  Score: Raw -287021.698017 + Penalty 2566.137723 = -284455.560294
  nChanged 31
		SP:Iteration 11Q (23150.340000 sec): 3 clusters
  Score: Raw -287035.395276 + Penalty 2566.137723 = -284469.257554
  nChanged 29
		SP:Iteration 12Q (23150.540000 sec): 3 clusters
  Score: Raw -287048.477055 + Penalty 2566.137723 = -284482.339332
  nChanged 31
		SP:Iteration 13Q (23150.790000 sec): 3 clusters
  Score: Raw -287061.921818 + Penalty 2566.137723 = -284495.784095
  nChanged 32
		SP:Iteration 14Q (23150.970000 sec): 3 clusters
  Score: Raw -287075.165037 + Penalty 2566.137723 = -284509.027315
  nChanged 28
		SP:Iteration 15Q (23151.140000 sec): 3 clusters
  Score: Raw -287085.782779 + Penalty 2566.137723 = -284519.645057
  nChanged 27
		SP:Iteration 16Q (23151.260000 sec): 3 clusters
  Score: Raw -287096.654860 + Penalty 2566.137723 = -284530.517137
  nChanged 22
		SP:Iteration 17Q (23151.480000 sec): 3 clusters
  Score: Raw -287107.264333 + Penalty 2566.137723 = -284541.126610
  nChanged 19
		SP:Iteration 18Q (23151.650000 sec): 3 clusters
  Score: Raw -287116.134670 + Penalty 2566.137723 = -284549.996947
  nChanged 16
		SP:Iteration 19Q (23151.900000 sec): 3 clusters
  Score: Raw -287123.629386 + Penalty 2566.137723 = -284557.491664
  nChanged 22
		SP:Iteration 20F (23152.120000 sec): 3 clusters
  Score: Raw -287132.938209 + Penalty 2566.137723 = -284566.800487
  nChanged 20
		SP:Iteration 21Q (23152.270000 sec): 3 clusters
  Score: Raw -287142.001023 + Penalty 2566.137723 = -284575.863300
  nChanged 21
		SP:Iteration 22Q (23152.440000 sec): 3 clusters
  Score: Raw -287153.209118 + Penalty 2566.137723 = -284587.071396
  nChanged 27
		SP:Iteration 23Q (23152.640000 sec): 3 clusters
  Score: Raw -287167.518960 + Penalty 2566.137723 = -284601.381238
  nChanged 30
		SP:Iteration 24Q (23152.820000 sec): 3 clusters
  Score: Raw -287184.902079 + Penalty 2566.137723 = -284618.764357
  nChanged 15
		SP:Iteration 25Q (23153.000000 sec): 3 clusters
  Score: Raw -287191.782188 + Penalty 2566.137723 = -284625.644465
  nChanged 14
		SP:Iteration 26Q (23153.160000 sec): 3 clusters
  Score: Raw -287199.062532 + Penalty 2566.137723 = -284632.924809
  nChanged 14
		SP:Iteration 27Q (23153.370000 sec): 3 clusters
  Score: Raw -287206.325985 + Penalty 2566.137723 = -284640.188262
  nChanged 13
		SP:Iteration 28Q (23153.580000 sec): 3 clusters
  Score: Raw -287212.636901 + Penalty 2566.137723 = -284646.499179
  nChanged 11
		SP:Iteration 29Q (23153.810000 sec): 3 clusters
  Score: Raw -287217.261186 + Penalty 2566.137723 = -284651.123463
  nChanged 9
		SP:Iteration 30Q (23154.010000 sec): 3 clusters
  Score: Raw -287220.988580 + Penalty 2566.137723 = -284654.850857
  nChanged 9
		SP:Iteration 31Q (23154.180000 sec): 3 clusters
  Score: Raw -287226.458660 + Penalty 2566.137723 = -284660.320937
  nChanged 11
		SP:Iteration 32Q (23154.290000 sec): 3 clusters
  Score: Raw -287231.331928 + Penalty 2566.137723 = -284665.194205
  nChanged 9
		SP:Iteration 33Q (23154.510000 sec): 3 clusters
  Score: Raw -287238.527690 + Penalty 2566.137723 = -284672.389967
  nChanged 13
		SP:Iteration 34Q (23154.670000 sec): 3 clusters
  Score: Raw -287245.291251 + Penalty 2566.137723 = -284679.153528
  nChanged 12
		SP:Iteration 35Q (23154.850000 sec): 3 clusters
  Score: Raw -287250.611888 + Penalty 2566.137723 = -284684.474166
  nChanged 12
		SP:Iteration 36Q (23154.980000 sec): 3 clusters
  Score: Raw -287258.535891 + Penalty 2566.137723 = -284692.398169
  nChanged 21
		SP:Iteration 37Q (23155.140000 sec): 3 clusters
  Score: Raw -287273.569714 + Penalty 2566.137723 = -284707.431992
  nChanged 20
		SP:Iteration 38Q (23155.310000 sec): 3 clusters
  Score: Raw -287286.443877 + Penalty 2566.137723 = -284720.306154
  nChanged 15
		SP:Iteration 39Q (23155.500000 sec): 3 clusters
  Score: Raw -287297.034705 + Penalty 2566.137723 = -284730.896983
  nChanged 16
		SP:Iteration 40F (23155.710000 sec): 3 clusters
  Score: Raw -287307.070745 + Penalty 2566.137723 = -284740.933023
  nChanged 15
		SP:Iteration 41Q (23155.890000 sec): 3 clusters
  Score: Raw -287317.290675 + Penalty 2566.137723 = -284751.152953
  nChanged 15
		SP:Iteration 42Q (23156.060000 sec): 3 clusters
  Score: Raw -287327.130869 + Penalty 2566.137723 = -284760.993147
  nChanged 16
		SP:Iteration 43Q (23156.230000 sec): 3 clusters
  Score: Raw -287337.683194 + Penalty 2566.137723 = -284771.545471
  nChanged 12
		SP:Iteration 44Q (23156.400000 sec): 3 clusters
  Score: Raw -287345.956392 + Penalty 2566.137723 = -284779.818669
  nChanged 6
		SP:Iteration 45Q (23156.620000 sec): 3 clusters
  Score: Raw -287349.236267 + Penalty 2566.137723 = -284783.098545
  nChanged 5
		SP:Iteration 46Q (23156.780000 sec): 3 clusters
  Score: Raw -287352.045499 + Penalty 2566.137723 = -284785.907776
  nChanged 2
		SP:Iteration 47Q (23156.950000 sec): 3 clusters
  Score: Raw -287354.582646 + Penalty 2566.137723 = -284788.444924
  nChanged 2
		SP:Iteration 48Q (23157.160000 sec): 3 clusters
  Score: Raw -287355.880089 + Penalty 2566.137723 = -284789.742366
  nChanged 0
		SP:Iteration 49F (23157.340000 sec): 3 clusters
  Score: Raw -287355.880089 + Penalty 2566.137723 = -284789.742366
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 70 (4351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23157.440000 sec): 2 clusters
  Score: Raw -466552.180780 + Penalty 1361.451160 = -465190.729620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23157.690000 sec): 3 clusters
  Score: Raw -464257.190769 + Penalty 2722.902319 = -461534.288450
  nChanged 1751
		SP:Iteration 1F (23157.900000 sec): 3 clusters
  Score: Raw -465141.119230 + Penalty 2722.902319 = -462418.216911
  nChanged 299
		SP:Iteration 2F (23158.130000 sec): 3 clusters
  Score: Raw -465307.113389 + Penalty 2722.902319 = -462584.211070
  nChanged 247
		SP:Iteration 3F (23158.340000 sec): 3 clusters
  Score: Raw -465426.415153 + Penalty 2722.902319 = -462703.512834
  nChanged 197
		SP:Iteration 4Q (23158.510000 sec): 3 clusters
  Score: Raw -465521.115513 + Penalty 2722.902319 = -462798.213193
  nChanged 150
		SP:Iteration 5Q (23158.690000 sec): 3 clusters
  Score: Raw -465587.046547 + Penalty 2722.902319 = -462864.144227
  nChanged 122
		SP:Iteration 6Q (23158.940000 sec): 3 clusters
  Score: Raw -465637.795228 + Penalty 2722.902319 = -462914.892909
  nChanged 127
		SP:Iteration 7Q (23159.130000 sec): 3 clusters
  Score: Raw -465688.843768 + Penalty 2722.902319 = -462965.941448
  nChanged 108
		SP:Iteration 8Q (23159.360000 sec): 3 clusters
  Score: Raw -465734.176986 + Penalty 2722.902319 = -463011.274666
  nChanged 94
		SP:Iteration 9Q (23159.590000 sec): 3 clusters
  Score: Raw -465776.156855 + Penalty 2722.902319 = -463053.254535
  nChanged 85
		SP:Iteration 10Q (23159.800000 sec): 3 clusters
  Score: Raw -465810.540689 + Penalty 2722.902319 = -463087.638369
  nChanged 92
		SP:Iteration 11Q (23159.990000 sec): 3 clusters
  Score: Raw -465852.488983 + Penalty 2722.902319 = -463129.586663
  nChanged 83
		SP:Iteration 12Q (23160.190000 sec): 3 clusters
  Score: Raw -465886.863976 + Penalty 2722.902319 = -463163.961657
  nChanged 76
		SP:Iteration 13Q (23160.440000 sec): 3 clusters
  Score: Raw -465920.764847 + Penalty 2722.902319 = -463197.862528
  nChanged 68
		SP:Iteration 14Q (23160.630000 sec): 3 clusters
  Score: Raw -465955.583860 + Penalty 2722.902319 = -463232.681540
  nChanged 72
		SP:Iteration 15Q (23160.850000 sec): 3 clusters
  Score: Raw -465988.262580 + Penalty 2722.902319 = -463265.360261
  nChanged 66
		SP:Iteration 16Q (23161.010000 sec): 3 clusters
  Score: Raw -466020.337722 + Penalty 2722.902319 = -463297.435402
  nChanged 84
		SP:Iteration 17Q (23161.220000 sec): 3 clusters
  Score: Raw -466061.876513 + Penalty 2722.902319 = -463338.974194
  nChanged 79
		SP:Iteration 18Q (23161.440000 sec): 3 clusters
  Score: Raw -466111.382397 + Penalty 2722.902319 = -463388.480077
  nChanged 90
		SP:Iteration 19Q (23161.640000 sec): 3 clusters
  Score: Raw -466173.418900 + Penalty 2722.902319 = -463450.516580
  nChanged 100
		SP:Iteration 20F (23161.820000 sec): 3 clusters
  Score: Raw -466242.658234 + Penalty 2722.902319 = -463519.755915
  nChanged 79
		SP:Iteration 21Q (23162.010000 sec): 3 clusters
  Score: Raw -466298.003433 + Penalty 2722.902319 = -463575.101113
  nChanged 69
		SP:Iteration 22Q (23162.220000 sec): 3 clusters
  Score: Raw -466349.816512 + Penalty 2722.902319 = -463626.914192
  nChanged 69
		SP:Iteration 23Q (23162.420000 sec): 3 clusters
  Score: Raw -466402.359399 + Penalty 2722.902319 = -463679.457079
  nChanged 66
		SP:Iteration 24Q (23162.600000 sec): 3 clusters
  Score: Raw -466458.113098 + Penalty 2722.902319 = -463735.210779
  nChanged 47
		SP:Iteration 25Q (23162.790000 sec): 3 clusters
  Score: Raw -466500.053604 + Penalty 2722.902319 = -463777.151285
  nChanged 41
		SP:Iteration 26Q (23163.010000 sec): 3 clusters
  Score: Raw -466536.828311 + Penalty 2722.902319 = -463813.925991
  nChanged 31
		SP:Iteration 27Q (23163.230000 sec): 3 clusters
  Score: Raw -466565.833092 + Penalty 2722.902319 = -463842.930773
  nChanged 26
		SP:Iteration 28Q (23163.400000 sec): 3 clusters
  Score: Raw -466590.737694 + Penalty 2722.902319 = -463867.835374
  nChanged 25
		SP:Iteration 29Q (23163.590000 sec): 3 clusters
  Score: Raw -466612.952137 + Penalty 2722.902319 = -463890.049817
  nChanged 22
		SP:Iteration 30Q (23163.780000 sec): 3 clusters
  Score: Raw -466633.222316 + Penalty 2722.902319 = -463910.319997
  nChanged 15
		SP:Iteration 31Q (23163.970000 sec): 3 clusters
  Score: Raw -466645.600018 + Penalty 2722.902319 = -463922.697698
  nChanged 15
		SP:Iteration 32Q (23164.170000 sec): 3 clusters
  Score: Raw -466662.103830 + Penalty 2722.902319 = -463939.201510
  nChanged 14
		SP:Iteration 33Q (23164.340000 sec): 3 clusters
  Score: Raw -466677.454255 + Penalty 2722.902319 = -463954.551935
  nChanged 14
		SP:Iteration 34Q (23164.550000 sec): 3 clusters
  Score: Raw -466689.080868 + Penalty 2722.902319 = -463966.178548
  nChanged 10
		SP:Iteration 35Q (23164.780000 sec): 3 clusters
  Score: Raw -466697.734864 + Penalty 2722.902319 = -463974.832545
  nChanged 7
		SP:Iteration 36Q (23165.010000 sec): 3 clusters
  Score: Raw -466701.523828 + Penalty 2722.902319 = -463978.621508
  nChanged 4
		SP:Iteration 37Q (23165.160000 sec): 3 clusters
  Score: Raw -466704.492838 + Penalty 2722.902319 = -463981.590518
  nChanged 4
		SP:Iteration 38Q (23165.370000 sec): 3 clusters
  Score: Raw -466707.290533 + Penalty 2722.902319 = -463984.388214
  nChanged 4
		SP:Iteration 39Q (23165.580000 sec): 3 clusters
  Score: Raw -466712.004358 + Penalty 2722.902319 = -463989.102039
  nChanged 7
		SP:Iteration 40F (23165.780000 sec): 3 clusters
  Score: Raw -466718.325185 + Penalty 2722.902319 = -463995.422866
  nChanged 2
		SP:Iteration 41Q (23165.950000 sec): 3 clusters
  Score: Raw -466721.316486 + Penalty 2722.902319 = -463998.414167
  nChanged 4
		SP:Iteration 42Q (23166.120000 sec): 3 clusters
  Score: Raw -466725.570285 + Penalty 2722.902319 = -464002.667966
  nChanged 4
		SP:Iteration 43Q (23166.290000 sec): 3 clusters
  Score: Raw -466729.658685 + Penalty 2722.902319 = -464006.756365
  nChanged 3
		SP:Iteration 44Q (23166.470000 sec): 3 clusters
  Score: Raw -466732.208632 + Penalty 2722.902319 = -464009.306313
  nChanged 4
		SP:Iteration 45Q (23166.630000 sec): 3 clusters
  Score: Raw -466734.555041 + Penalty 2722.902319 = -464011.652722
  nChanged 3
		SP:Iteration 46Q (23166.820000 sec): 3 clusters
  Score: Raw -466736.700722 + Penalty 2722.902319 = -464013.798403
  nChanged 2
		SP:Iteration 47Q (23167.000000 sec): 3 clusters
  Score: Raw -466738.153584 + Penalty 2722.902319 = -464015.251265
  nChanged 1
		SP:Iteration 48Q (23167.220000 sec): 3 clusters
  Score: Raw -466738.621440 + Penalty 2722.902319 = -464015.719120
  nChanged 0
		SP:Iteration 49F (23167.390000 sec): 3 clusters
  Score: Raw -466738.621440 + Penalty 2722.902319 = -464015.719120
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 71 (1059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23167.510000 sec): 2 clusters
  Score: Raw -90368.033383 + Penalty 1131.825556 = -89236.207827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23167.640000 sec): 3 clusters
  Score: Raw -89990.956744 + Penalty 2263.651112 = -87727.305631
  nChanged 347
		SP:Iteration 1F (23167.850000 sec): 3 clusters
  Score: Raw -90315.836573 + Penalty 2263.651112 = -88052.185460
  nChanged 82
		SP:Iteration 2F (23168.020000 sec): 3 clusters
  Score: Raw -90436.049356 + Penalty 2263.651112 = -88172.398244
  nChanged 50
		SP:Iteration 3Q (23168.190000 sec): 3 clusters
  Score: Raw -90514.236490 + Penalty 2263.651112 = -88250.585378
  nChanged 46
		SP:Iteration 4Q (23168.360000 sec): 3 clusters
  Score: Raw -90605.252840 + Penalty 2263.651112 = -88341.601728
  nChanged 47
		SP:Iteration 5Q (23168.530000 sec): 3 clusters
  Score: Raw -90679.379641 + Penalty 2263.651112 = -88415.728528
  nChanged 38
		SP:Iteration 6Q (23168.700000 sec): 3 clusters
  Score: Raw -90719.251182 + Penalty 2263.651112 = -88455.600070
  nChanged 26
		SP:Iteration 7Q (23168.910000 sec): 3 clusters
  Score: Raw -90751.695802 + Penalty 2263.651112 = -88488.044689
  nChanged 28
		SP:Iteration 8Q (23169.100000 sec): 3 clusters
  Score: Raw -90777.775838 + Penalty 2263.651112 = -88514.124726
  nChanged 19
		SP:Iteration 9Q (23169.290000 sec): 3 clusters
  Score: Raw -90790.966124 + Penalty 2263.651112 = -88527.315011
  nChanged 11
		SP:Iteration 10Q (23169.450000 sec): 3 clusters
  Score: Raw -90799.834514 + Penalty 2263.651112 = -88536.183401
  nChanged 10
		SP:Iteration 11Q (23169.630000 sec): 3 clusters
  Score: Raw -90807.095306 + Penalty 2263.651112 = -88543.444193
  nChanged 10
		SP:Iteration 12Q (23169.820000 sec): 3 clusters
  Score: Raw -90822.916233 + Penalty 2263.651112 = -88559.265121
  nChanged 11
		SP:Iteration 13Q (23170.030000 sec): 3 clusters
  Score: Raw -90836.740248 + Penalty 2263.651112 = -88573.089135
  nChanged 14
		SP:Iteration 14Q (23170.170000 sec): 3 clusters
  Score: Raw -90851.234319 + Penalty 2263.651112 = -88587.583207
  nChanged 9
		SP:Iteration 15Q (23170.400000 sec): 3 clusters
  Score: Raw -90861.627011 + Penalty 2263.651112 = -88597.975899
  nChanged 10
		SP:Iteration 16Q (23170.600000 sec): 3 clusters
  Score: Raw -90871.778042 + Penalty 2263.651112 = -88608.126930
  nChanged 12
		SP:Iteration 17Q (23170.780000 sec): 3 clusters
  Score: Raw -90885.650082 + Penalty 2263.651112 = -88621.998970
  nChanged 10
		SP:Iteration 18Q (23170.960000 sec): 3 clusters
  Score: Raw -90892.968610 + Penalty 2263.651112 = -88629.317497
  nChanged 9
		SP:Iteration 19Q (23171.180000 sec): 3 clusters
  Score: Raw -90903.539491 + Penalty 2263.651112 = -88639.888379
  nChanged 12
		SP:Iteration 20F (23171.390000 sec): 3 clusters
  Score: Raw -90913.764389 + Penalty 2263.651112 = -88650.113276
  nChanged 8
		SP:Iteration 21Q (23171.560000 sec): 3 clusters
  Score: Raw -90921.903729 + Penalty 2263.651112 = -88658.252617
  nChanged 9
		SP:Iteration 22Q (23171.720000 sec): 3 clusters
  Score: Raw -90931.473374 + Penalty 2263.651112 = -88667.822262
  nChanged 6
		SP:Iteration 23Q (23171.860000 sec): 3 clusters
  Score: Raw -90936.589939 + Penalty 2263.651112 = -88672.938827
  nChanged 2
		SP:Iteration 24Q (23172.060000 sec): 3 clusters
  Score: Raw -90938.782026 + Penalty 2263.651112 = -88675.130914
  nChanged 2
		SP:Iteration 25Q (23172.240000 sec): 3 clusters
  Score: Raw -90939.413938 + Penalty 2263.651112 = -88675.762826
  nChanged 0
		SP:Iteration 26F (23172.380000 sec): 3 clusters
  Score: Raw -90939.413938 + Penalty 2263.651112 = -88675.762826
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 72 (3133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23172.530000 sec): 2 clusters
  Score: Raw -305231.705639 + Penalty 1308.083772 = -303923.621867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23172.720000 sec): 3 clusters
  Score: Raw -303704.346282 + Penalty 2616.167545 = -301088.178737
  nChanged 1191
		SP:Iteration 1F (23172.880000 sec): 3 clusters
  Score: Raw -304382.256669 + Penalty 2616.167545 = -301766.089124
  nChanged 235
		SP:Iteration 2F (23173.070000 sec): 3 clusters
  Score: Raw -304543.992868 + Penalty 2616.167545 = -301927.825324
  nChanged 155
		SP:Iteration 3Q (23173.220000 sec): 3 clusters
  Score: Raw -304650.754665 + Penalty 2616.167545 = -302034.587120
  nChanged 152
		SP:Iteration 4Q (23173.410000 sec): 3 clusters
  Score: Raw -304764.239916 + Penalty 2616.167545 = -302148.072371
  nChanged 152
		SP:Iteration 5Q (23173.600000 sec): 3 clusters
  Score: Raw -304865.155022 + Penalty 2616.167545 = -302248.987477
  nChanged 133
		SP:Iteration 6Q (23173.790000 sec): 3 clusters
  Score: Raw -304948.463404 + Penalty 2616.167545 = -302332.295859
  nChanged 98
		SP:Iteration 7Q (23173.960000 sec): 3 clusters
  Score: Raw -305000.549214 + Penalty 2616.167545 = -302384.381670
  nChanged 76
		SP:Iteration 8Q (23174.200000 sec): 3 clusters
  Score: Raw -305038.483740 + Penalty 2616.167545 = -302422.316195
  nChanged 57
		SP:Iteration 9Q (23174.390000 sec): 3 clusters
  Score: Raw -305066.850288 + Penalty 2616.167545 = -302450.682743
  nChanged 59
		SP:Iteration 10Q (23174.560000 sec): 3 clusters
  Score: Raw -305101.876989 + Penalty 2616.167545 = -302485.709445
  nChanged 50
		SP:Iteration 11Q (23174.710000 sec): 3 clusters
  Score: Raw -305126.072897 + Penalty 2616.167545 = -302509.905352
  nChanged 34
		SP:Iteration 12Q (23174.890000 sec): 3 clusters
  Score: Raw -305136.846250 + Penalty 2616.167545 = -302520.678705
  nChanged 29
		SP:Iteration 13Q (23175.040000 sec): 3 clusters
  Score: Raw -305147.982467 + Penalty 2616.167545 = -302531.814923
  nChanged 19
		SP:Iteration 14Q (23175.190000 sec): 3 clusters
  Score: Raw -305154.059341 + Penalty 2616.167545 = -302537.891797
  nChanged 17
		SP:Iteration 15Q (23175.370000 sec): 3 clusters
  Score: Raw -305161.078447 + Penalty 2616.167545 = -302544.910902
  nChanged 17
		SP:Iteration 16Q (23175.570000 sec): 3 clusters
  Score: Raw -305167.952944 + Penalty 2616.167545 = -302551.785400
  nChanged 15
		SP:Iteration 17Q (23175.810000 sec): 3 clusters
  Score: Raw -305173.570830 + Penalty 2616.167545 = -302557.403286
  nChanged 14
		SP:Iteration 18Q (23176.050000 sec): 3 clusters
  Score: Raw -305177.004528 + Penalty 2616.167545 = -302560.836983
  nChanged 5
		SP:Iteration 19Q (23176.240000 sec): 3 clusters
  Score: Raw -305177.861848 + Penalty 2616.167545 = -302561.694303
  nChanged 3
		SP:Iteration 20F (23176.470000 sec): 3 clusters
  Score: Raw -305178.483341 + Penalty 2616.167545 = -302562.315797
  nChanged 2
		SP:Iteration 21Q (23176.650000 sec): 3 clusters
  Score: Raw -305178.728100 + Penalty 2616.167545 = -302562.560555
  nChanged 3
		SP:Iteration 22Q (23176.800000 sec): 3 clusters
  Score: Raw -305179.365945 + Penalty 2616.167545 = -302563.198400
  nChanged 2
		SP:Iteration 23Q (23176.990000 sec): 3 clusters
  Score: Raw -305179.833393 + Penalty 2616.167545 = -302563.665849
  nChanged 0
		SP:Iteration 24F (23177.180000 sec): 3 clusters
  Score: Raw -305179.833393 + Penalty 2616.167545 = -302563.665849
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 73 (9055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23177.280000 sec): 2 clusters
  Score: Raw -818152.424677 + Penalty 1480.549260 = -816671.875416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23177.510000 sec): 3 clusters
  Score: Raw -813120.707055 + Penalty 2961.098520 = -810159.608534
  nChanged 3890
		SP:Iteration 1F (23177.770000 sec): 3 clusters
  Score: Raw -815343.774987 + Penalty 2961.098520 = -812382.676466
  nChanged 684
		SP:Iteration 2F (23177.970000 sec): 3 clusters
  Score: Raw -815798.525990 + Penalty 2961.098520 = -812837.427470
  nChanged 642
		SP:Iteration 3F (23178.210000 sec): 3 clusters
  Score: Raw -816247.049929 + Penalty 2961.098520 = -813285.951409
  nChanged 632
		SP:Iteration 4F (23178.430000 sec): 3 clusters
  Score: Raw -816691.059455 + Penalty 2961.098520 = -813729.960935
  nChanged 577
		SP:Iteration 5F (23178.650000 sec): 3 clusters
  Score: Raw -817081.011522 + Penalty 2961.098520 = -814119.913001
  nChanged 498
		SP:Iteration 6F (23178.890000 sec): 3 clusters
  Score: Raw -817418.613654 + Penalty 2961.098520 = -814457.515134
  nChanged 431
		SP:Iteration 7Q (23179.160000 sec): 3 clusters
  Score: Raw -817710.853636 + Penalty 2961.098520 = -814749.755116
  nChanged 331
		SP:Iteration 8Q (23179.410000 sec): 3 clusters
  Score: Raw -817943.313827 + Penalty 2961.098520 = -814982.215306
  nChanged 270
		SP:Iteration 9Q (23179.640000 sec): 3 clusters
  Score: Raw -818118.604863 + Penalty 2961.098520 = -815157.506342
  nChanged 221
		SP:Iteration 10Q (23179.880000 sec): 3 clusters
  Score: Raw -818228.102248 + Penalty 2961.098520 = -815267.003728
  nChanged 154
		SP:Iteration 11Q (23180.080000 sec): 3 clusters
  Score: Raw -818302.538452 + Penalty 2961.098520 = -815341.439931
  nChanged 125
		SP:Iteration 12Q (23180.330000 sec): 3 clusters
  Score: Raw -818365.053070 + Penalty 2961.098520 = -815403.954549
  nChanged 115
		SP:Iteration 13Q (23180.570000 sec): 3 clusters
  Score: Raw -818422.203437 + Penalty 2961.098520 = -815461.104916
  nChanged 104
		SP:Iteration 14Q (23180.810000 sec): 3 clusters
  Score: Raw -818476.292146 + Penalty 2961.098520 = -815515.193626
  nChanged 83
		SP:Iteration 15Q (23181.040000 sec): 3 clusters
  Score: Raw -818513.421450 + Penalty 2961.098520 = -815552.322930
  nChanged 69
		SP:Iteration 16Q (23181.270000 sec): 3 clusters
  Score: Raw -818545.504942 + Penalty 2961.098520 = -815584.406422
  nChanged 76
		SP:Iteration 17Q (23181.480000 sec): 3 clusters
  Score: Raw -818577.412459 + Penalty 2961.098520 = -815616.313939
  nChanged 50
		SP:Iteration 18Q (23181.740000 sec): 3 clusters
  Score: Raw -818599.317028 + Penalty 2961.098520 = -815638.218507
  nChanged 48
		SP:Iteration 19Q (23182.010000 sec): 3 clusters
  Score: Raw -818618.517406 + Penalty 2961.098520 = -815657.418886
  nChanged 41
		SP:Iteration 20F (23182.270000 sec): 3 clusters
  Score: Raw -818636.513182 + Penalty 2961.098520 = -815675.414661
  nChanged 37
		SP:Iteration 21Q (23182.480000 sec): 3 clusters
  Score: Raw -818654.390314 + Penalty 2961.098520 = -815693.291794
  nChanged 34
		SP:Iteration 22Q (23182.750000 sec): 3 clusters
  Score: Raw -818672.991622 + Penalty 2961.098520 = -815711.893102
  nChanged 30
		SP:Iteration 23Q (23183.050000 sec): 3 clusters
  Score: Raw -818687.640388 + Penalty 2961.098520 = -815726.541868
  nChanged 25
		SP:Iteration 24Q (23183.260000 sec): 3 clusters
  Score: Raw -818695.791287 + Penalty 2961.098520 = -815734.692767
  nChanged 13
		SP:Iteration 25Q (23183.480000 sec): 3 clusters
  Score: Raw -818702.327022 + Penalty 2961.098520 = -815741.228502
  nChanged 16
		SP:Iteration 26Q (23183.710000 sec): 3 clusters
  Score: Raw -818709.939899 + Penalty 2961.098520 = -815748.841379
  nChanged 12
		SP:Iteration 27Q (23183.960000 sec): 3 clusters
  Score: Raw -818716.909887 + Penalty 2961.098520 = -815755.811366
  nChanged 20
		SP:Iteration 28Q (23184.230000 sec): 3 clusters
  Score: Raw -818731.976345 + Penalty 2961.098520 = -815770.877825
  nChanged 22
		SP:Iteration 29Q (23184.490000 sec): 3 clusters
  Score: Raw -818744.545437 + Penalty 2961.098520 = -815783.446917
  nChanged 15
		SP:Iteration 30Q (23184.710000 sec): 3 clusters
  Score: Raw -818752.227055 + Penalty 2961.098520 = -815791.128535
  nChanged 19
		SP:Iteration 31Q (23184.960000 sec): 3 clusters
  Score: Raw -818760.685289 + Penalty 2961.098520 = -815799.586769
  nChanged 9
		SP:Iteration 32Q (23185.160000 sec): 3 clusters
  Score: Raw -818765.681983 + Penalty 2961.098520 = -815804.583463
  nChanged 10
		SP:Iteration 33Q (23185.400000 sec): 3 clusters
  Score: Raw -818770.773161 + Penalty 2961.098520 = -815809.674641
  nChanged 6
		SP:Iteration 34Q (23185.580000 sec): 3 clusters
  Score: Raw -818777.086363 + Penalty 2961.098520 = -815815.987843
  nChanged 5
		SP:Iteration 35Q (23185.820000 sec): 3 clusters
  Score: Raw -818780.546520 + Penalty 2961.098520 = -815819.448000
  nChanged 7
		SP:Iteration 36Q (23186.050000 sec): 3 clusters
  Score: Raw -818783.289195 + Penalty 2961.098520 = -815822.190675
  nChanged 6
		SP:Iteration 37Q (23186.280000 sec): 3 clusters
  Score: Raw -818785.506469 + Penalty 2961.098520 = -815824.407949
  nChanged 6
		SP:Iteration 38Q (23186.510000 sec): 3 clusters
  Score: Raw -818787.621239 + Penalty 2961.098520 = -815826.522718
  nChanged 1
		SP:Iteration 39Q (23186.750000 sec): 3 clusters
  Score: Raw -818787.757418 + Penalty 2961.098520 = -815826.658898
  nChanged 0
		SP:Iteration 40F (23186.980000 sec): 3 clusters
  Score: Raw -818787.757418 + Penalty 2961.098520 = -815826.658898
  nChanged 0
Iteration 259Q (23258.760000 sec): 74 clusters
  Score: Raw -107694390.633127 + Penalty 165031.315925 = -107529359.317202
  nChanged 202
Iteration 260F (23393.850000 sec): 74 clusters
  Score: Raw -107694395.653884 + Penalty 165031.315925 = -107529364.337959
  nChanged 161
Iteration 261Q (23471.730000 sec): 74 clusters
  Score: Raw -107694399.861183 + Penalty 165031.315925 = -107529368.545257
  nChanged 158
Iteration 262Q (23553.020000 sec): 74 clusters
  Score: Raw -107694403.563415 + Penalty 165031.315925 = -107529372.247490
  nChanged 154
Iteration 263Q (23630.910000 sec): 74 clusters
  Score: Raw -107694407.222683 + Penalty 165031.315925 = -107529375.906758
  nChanged 177
Iteration 264Q (23721.790000 sec): 74 clusters
  Score: Raw -107694411.564194 + Penalty 165031.315925 = -107529380.248269
  nChanged 161
Iteration 265Q (23814.080000 sec): 74 clusters
  Score: Raw -107694415.821863 + Penalty 165031.315925 = -107529384.505937
  nChanged 164
Iteration 266Q (23889.030000 sec): 74 clusters
  Score: Raw -107694420.033312 + Penalty 165031.315925 = -107529388.717387
  nChanged 160
Iteration 267Q (23975.670000 sec): 74 clusters
  Score: Raw -107694424.611961 + Penalty 165031.315925 = -107529393.296036
  nChanged 152
Iteration 268Q (24063.490000 sec): 74 clusters
  Score: Raw -107694427.877288 + Penalty 165031.315925 = -107529396.561363
  nChanged 141
Iteration 269Q (24148.020000 sec): 74 clusters
  Score: Raw -107694430.849468 + Penalty 165031.315925 = -107529399.533542
  nChanged 132
Iteration 270Q (24236.000000 sec): 74 clusters
  Score: Raw -107694433.812876 + Penalty 165031.315925 = -107529402.496951
  nChanged 130
Iteration 271Q (24326.940000 sec): 74 clusters
  Score: Raw -107694436.877303 + Penalty 165031.315925 = -107529405.561378
  nChanged 132
Iteration 272Q (24417.730000 sec): 74 clusters
  Score: Raw -107694440.187189 + Penalty 165031.315925 = -107529408.871264
  nChanged 134
Iteration 273Q (24501.500000 sec): 74 clusters
  Score: Raw -107694443.317423 + Penalty 165031.315925 = -107529412.001497
  nChanged 131
Iteration 274Q (24579.240000 sec): 74 clusters
  Score: Raw -107694446.504323 + Penalty 165031.315925 = -107529415.188398
  nChanged 130
Iteration 275Q (24651.690000 sec): 74 clusters
  Score: Raw -107694449.125654 + Penalty 165031.315925 = -107529417.809729
  nChanged 122
Iteration 276Q (24724.590000 sec): 74 clusters
  Score: Raw -107694451.762263 + Penalty 165031.315925 = -107529420.446337
  nChanged 128
Iteration 277Q (24811.120000 sec): 74 clusters
  Score: Raw -107694454.393380 + Penalty 165031.315925 = -107529423.077454
  nChanged 130
Iteration 278Q (24891.060000 sec): 74 clusters
  Score: Raw -107694456.718890 + Penalty 165031.315925 = -107529425.402965
  nChanged 106
Iteration 279Q (24976.850000 sec): 74 clusters
  Score: Raw -107694458.435286 + Penalty 165031.315925 = -107529427.119361
  nChanged 115
Iteration 280F (25121.850000 sec): 74 clusters
  Score: Raw -107694460.813253 + Penalty 165031.315925 = -107529429.497328
  nChanged 112
Iteration 281Q (25206.470000 sec): 74 clusters
  Score: Raw -107694468.299239 + Penalty 165031.315925 = -107529436.983314
  nChanged 121
Iteration 282Q (25291.560000 sec): 74 clusters
  Score: Raw -107694471.321135 + Penalty 165031.315925 = -107529440.005210
  nChanged 134
Iteration 283Q (25375.940000 sec): 74 clusters
  Score: Raw -107694474.334366 + Penalty 165031.315925 = -107529443.018440
  nChanged 130
Iteration 284Q (25456.520000 sec): 74 clusters
  Score: Raw -107694477.436460 + Penalty 165031.315925 = -107529446.120534
  nChanged 139
Iteration 285Q (25532.420000 sec): 74 clusters
  Score: Raw -107694480.970968 + Penalty 165031.315925 = -107529449.655043
  nChanged 151
Iteration 286Q (25613.150000 sec): 74 clusters
  Score: Raw -107694484.612905 + Penalty 165031.315925 = -107529453.296979
  nChanged 140
Iteration 287Q (25688.800000 sec): 74 clusters
  Score: Raw -107694487.515483 + Penalty 165031.315925 = -107529456.199558
  nChanged 121
Iteration 288Q (25763.530000 sec): 74 clusters
  Score: Raw -107694490.379018 + Penalty 165031.315925 = -107529459.063092
  nChanged 103
Iteration 289Q (25832.540000 sec): 74 clusters
  Score: Raw -107694492.443474 + Penalty 165031.315925 = -107529461.127549
  nChanged 98
Iteration 290Q (25906.630000 sec): 74 clusters
  Score: Raw -107694494.316252 + Penalty 165031.315925 = -107529463.000327
  nChanged 91
Iteration 291Q (25984.340000 sec): 74 clusters
  Score: Raw -107694496.023666 + Penalty 165031.315925 = -107529464.707741
  nChanged 94
Iteration 292Q (26064.120000 sec): 74 clusters
  Score: Raw -107694497.798750 + Penalty 165031.315925 = -107529466.482824
  nChanged 79
Iteration 293Q (26139.220000 sec): 74 clusters
  Score: Raw -107694499.399137 + Penalty 165031.315925 = -107529468.083212
  nChanged 85
Iteration 294Q (26212.390000 sec): 74 clusters
  Score: Raw -107694501.351929 + Penalty 165031.315925 = -107529470.036004
  nChanged 81
Iteration 295Q (26290.280000 sec): 74 clusters
  Score: Raw -107694503.334235 + Penalty 165031.315925 = -107529472.018310
  nChanged 78
Iteration 296Q (26366.050000 sec): 74 clusters
  Score: Raw -107694504.698258 + Penalty 165031.315925 = -107529473.382333
  nChanged 61
Iteration 297Q (26444.500000 sec): 74 clusters
  Score: Raw -107694505.963129 + Penalty 165031.315925 = -107529474.647204
  nChanged 57
Iteration 298Q (26525.840000 sec): 74 clusters
  Score: Raw -107694507.110447 + Penalty 165031.315925 = -107529475.794521
  nChanged 57
Writing temp clu file 
Because OldScore, -107529474.647204, is greater than current (better) Score,-107529475.794521 
 Compute initial score before splitting:   Score: Raw -107694507.110447 + Penalty 165031.315925 = -107529475.794521
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (122071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26526.720000 sec): 2 clusters
  Score: Raw -11677029.592159 + Penalty 1903.258195 = -11675126.333964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26527.450000 sec): 3 clusters
  Score: Raw -11596898.744582 + Penalty 3806.516390 = -11593092.228192
  nChanged 58714
		SP:Iteration 1F (26528.220000 sec): 3 clusters
  Score: Raw -11633594.582791 + Penalty 3806.516390 = -11629788.066401
  nChanged 5971
		SP:Iteration 2Q (26529.070000 sec): 3 clusters
  Score: Raw -11636098.534068 + Penalty 3806.516390 = -11632292.017679
  nChanged 6611
		SP:Iteration 3F (26529.870000 sec): 3 clusters
  Score: Raw -11639547.278244 + Penalty 3806.516390 = -11635740.761855
  nChanged 7496
		SP:Iteration 4F (26530.620000 sec): 3 clusters
  Score: Raw -11644260.480293 + Penalty 3806.516390 = -11640453.963903
  nChanged 8095
		SP:Iteration 5F (26531.360000 sec): 3 clusters
  Score: Raw -11650247.018971 + Penalty 3806.516390 = -11646440.502582
  nChanged 8049
		SP:Iteration 6F (26532.070000 sec): 3 clusters
  Score: Raw -11656653.654842 + Penalty 3806.516390 = -11652847.138453
  nChanged 7048
		SP:Iteration 7F (26532.760000 sec): 3 clusters
  Score: Raw -11662367.152801 + Penalty 3806.516390 = -11658560.636412
  nChanged 5590
		SP:Iteration 8Q (26533.540000 sec): 3 clusters
  Score: Raw -11666683.007740 + Penalty 3806.516390 = -11662876.491351
  nChanged 4350
		SP:Iteration 9Q (26534.320000 sec): 3 clusters
  Score: Raw -11669796.583532 + Penalty 3806.516390 = -11665990.067142
  nChanged 3440
		SP:Iteration 10Q (26535.040000 sec): 3 clusters
  Score: Raw -11672174.741640 + Penalty 3806.516390 = -11668368.225251
  nChanged 2695
		SP:Iteration 11Q (26535.780000 sec): 3 clusters
  Score: Raw -11673967.442904 + Penalty 3806.516390 = -11670160.926515
  nChanged 2054
		SP:Iteration 12Q (26536.440000 sec): 3 clusters
  Score: Raw -11675252.366758 + Penalty 3806.516390 = -11671445.850368
  nChanged 1570
		SP:Iteration 13Q (26537.140000 sec): 3 clusters
  Score: Raw -11676134.969632 + Penalty 3806.516390 = -11672328.453242
  nChanged 1157
		SP:Iteration 14Q (26537.810000 sec): 3 clusters
  Score: Raw -11676703.448517 + Penalty 3806.516390 = -11672896.932127
  nChanged 826
		SP:Iteration 15Q (26538.450000 sec): 3 clusters
  Score: Raw -11677071.772623 + Penalty 3806.516390 = -11673265.256233
  nChanged 613
		SP:Iteration 16Q (26539.070000 sec): 3 clusters
  Score: Raw -11677318.422394 + Penalty 3806.516390 = -11673511.906005
  nChanged 477
		SP:Iteration 17Q (26539.720000 sec): 3 clusters
  Score: Raw -11677497.111877 + Penalty 3806.516390 = -11673690.595487
  nChanged 371
		SP:Iteration 18Q (26540.360000 sec): 3 clusters
  Score: Raw -11677630.590483 + Penalty 3806.516390 = -11673824.074094
  nChanged 321
		SP:Iteration 19Q (26541.000000 sec): 3 clusters
  Score: Raw -11677734.053147 + Penalty 3806.516390 = -11673927.536757
  nChanged 267
		SP:Iteration 20F (26541.700000 sec): 3 clusters
  Score: Raw -11677821.471523 + Penalty 3806.516390 = -11674014.955134
  nChanged 224
		SP:Iteration 21Q (26542.410000 sec): 3 clusters
  Score: Raw -11677891.889806 + Penalty 3806.516390 = -11674085.373417
  nChanged 191
		SP:Iteration 22Q (26543.130000 sec): 3 clusters
  Score: Raw -11677955.689256 + Penalty 3806.516390 = -11674149.172867
  nChanged 188
		SP:Iteration 23Q (26543.840000 sec): 3 clusters
  Score: Raw -11678012.550288 + Penalty 3806.516390 = -11674206.033899
  nChanged 150
		SP:Iteration 24Q (26544.540000 sec): 3 clusters
  Score: Raw -11678051.985587 + Penalty 3806.516390 = -11674245.469198
  nChanged 132
		SP:Iteration 25Q (26545.270000 sec): 3 clusters
  Score: Raw -11678086.118921 + Penalty 3806.516390 = -11674279.602532
  nChanged 134
		SP:Iteration 26Q (26545.930000 sec): 3 clusters
  Score: Raw -11678122.197485 + Penalty 3806.516390 = -11674315.681095
  nChanged 107
		SP:Iteration 27Q (26546.660000 sec): 3 clusters
  Score: Raw -11678149.373402 + Penalty 3806.516390 = -11674342.857012
  nChanged 78
		SP:Iteration 28Q (26547.430000 sec): 3 clusters
  Score: Raw -11678167.608239 + Penalty 3806.516390 = -11674361.091849
  nChanged 74
		SP:Iteration 29Q (26548.170000 sec): 3 clusters
  Score: Raw -11678184.499918 + Penalty 3806.516390 = -11674377.983528
  nChanged 80
		SP:Iteration 30Q (26548.850000 sec): 3 clusters
  Score: Raw -11678204.846355 + Penalty 3806.516390 = -11674398.329965
  nChanged 73
		SP:Iteration 31Q (26549.490000 sec): 3 clusters
  Score: Raw -11678220.183939 + Penalty 3806.516390 = -11674413.667550
  nChanged 67
		SP:Iteration 32Q (26550.210000 sec): 3 clusters
  Score: Raw -11678233.549285 + Penalty 3806.516390 = -11674427.032896
  nChanged 51
		SP:Iteration 33Q (26550.870000 sec): 3 clusters
  Score: Raw -11678241.369262 + Penalty 3806.516390 = -11674434.852873
  nChanged 40
		SP:Iteration 34Q (26551.600000 sec): 3 clusters
  Score: Raw -11678249.119350 + Penalty 3806.516390 = -11674442.602960
  nChanged 42
		SP:Iteration 35Q (26552.290000 sec): 3 clusters
  Score: Raw -11678257.398385 + Penalty 3806.516390 = -11674450.881996
  nChanged 43
		SP:Iteration 36Q (26552.970000 sec): 3 clusters
  Score: Raw -11678265.180108 + Penalty 3806.516390 = -11674458.663719
  nChanged 28
		SP:Iteration 37Q (26553.650000 sec): 3 clusters
  Score: Raw -11678269.806942 + Penalty 3806.516390 = -11674463.290553
  nChanged 25
		SP:Iteration 38Q (26554.290000 sec): 3 clusters
  Score: Raw -11678273.861860 + Penalty 3806.516390 = -11674467.345471
  nChanged 18
		SP:Iteration 39Q (26554.990000 sec): 3 clusters
  Score: Raw -11678277.715789 + Penalty 3806.516390 = -11674471.199399
  nChanged 24
		SP:Iteration 40F (26555.740000 sec): 3 clusters
  Score: Raw -11678281.557027 + Penalty 3806.516390 = -11674475.040638
  nChanged 25
		SP:Iteration 41Q (26556.430000 sec): 3 clusters
  Score: Raw -11678284.906420 + Penalty 3806.516390 = -11674478.390030
  nChanged 12
		SP:Iteration 42Q (26557.150000 sec): 3 clusters
  Score: Raw -11678286.361177 + Penalty 3806.516390 = -11674479.844788
  nChanged 14
		SP:Iteration 43Q (26557.820000 sec): 3 clusters
  Score: Raw -11678288.041458 + Penalty 3806.516390 = -11674481.525068
  nChanged 8
		SP:Iteration 44Q (26558.440000 sec): 3 clusters
  Score: Raw -11678289.117382 + Penalty 3806.516390 = -11674482.600992
  nChanged 5
		SP:Iteration 45Q (26559.100000 sec): 3 clusters
  Score: Raw -11678290.163329 + Penalty 3806.516390 = -11674483.646939
  nChanged 11
		SP:Iteration 46Q (26559.740000 sec): 3 clusters
  Score: Raw -11678291.848445 + Penalty 3806.516390 = -11674485.332056
  nChanged 8
		SP:Iteration 47Q (26560.370000 sec): 3 clusters
  Score: Raw -11678292.932865 + Penalty 3806.516390 = -11674486.416476
  nChanged 4
		SP:Iteration 48Q (26561.050000 sec): 3 clusters
  Score: Raw -11678293.241041 + Penalty 3806.516390 = -11674486.724652
  nChanged 2
		SP:Iteration 49Q (26561.810000 sec): 3 clusters
  Score: Raw -11678293.459669 + Penalty 3806.516390 = -11674486.943279
  nChanged 1
		SP:Iteration 50Q (26562.530000 sec): 3 clusters
  Score: Raw -11678293.568452 + Penalty 3806.516390 = -11674487.052062
  nChanged 3
		SP:Iteration 51Q (26563.150000 sec): 3 clusters
  Score: Raw -11678293.788300 + Penalty 3806.516390 = -11674487.271910
  nChanged 2
		SP:Iteration 52Q (26563.770000 sec): 3 clusters
  Score: Raw -11678293.951445 + Penalty 3806.516390 = -11674487.435056
  nChanged 0
		SP:Iteration 53F (26564.470000 sec): 3 clusters
  Score: Raw -11678293.951445 + Penalty 3806.516390 = -11674487.435056
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 2 (2213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26564.640000 sec): 2 clusters
  Score: Raw -212038.128325 + Penalty 1251.591955 = -210786.536369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26564.810000 sec): 3 clusters
  Score: Raw -211132.375279 + Penalty 2503.183911 = -208629.191368
  nChanged 789
		SP:Iteration 1F (26564.970000 sec): 3 clusters
  Score: Raw -211690.191076 + Penalty 2503.183911 = -209187.007166
  nChanged 203
		SP:Iteration 2F (26565.110000 sec): 3 clusters
  Score: Raw -211886.232509 + Penalty 2503.183911 = -209383.048599
  nChanged 161
		SP:Iteration 3F (26565.310000 sec): 3 clusters
  Score: Raw -212043.520140 + Penalty 2503.183911 = -209540.336230
  nChanged 121
		SP:Iteration 4F (26565.420000 sec): 3 clusters
  Score: Raw -212150.022745 + Penalty 2503.183911 = -209646.838835
  nChanged 82
		SP:Iteration 5Q (26565.530000 sec): 3 clusters
  Score: Raw -212221.141045 + Penalty 2503.183911 = -209717.957135
  nChanged 69
		SP:Iteration 6Q (26565.640000 sec): 3 clusters
  Score: Raw -212281.351751 + Penalty 2503.183911 = -209778.167841
  nChanged 48
		SP:Iteration 7Q (26565.740000 sec): 3 clusters
  Score: Raw -212328.416219 + Penalty 2503.183911 = -209825.232309
  nChanged 46
		SP:Iteration 8Q (26565.850000 sec): 3 clusters
  Score: Raw -212357.299512 + Penalty 2503.183911 = -209854.115602
  nChanged 25
		SP:Iteration 9Q (26565.960000 sec): 3 clusters
  Score: Raw -212369.390921 + Penalty 2503.183911 = -209866.207011
  nChanged 13
		SP:Iteration 10Q (26566.070000 sec): 3 clusters
  Score: Raw -212375.656295 + Penalty 2503.183911 = -209872.472385
  nChanged 16
		SP:Iteration 11Q (26566.180000 sec): 3 clusters
  Score: Raw -212384.592641 + Penalty 2503.183911 = -209881.408730
  nChanged 13
		SP:Iteration 12Q (26566.300000 sec): 3 clusters
  Score: Raw -212394.477598 + Penalty 2503.183911 = -209891.293687
  nChanged 13
		SP:Iteration 13Q (26566.420000 sec): 3 clusters
  Score: Raw -212405.048300 + Penalty 2503.183911 = -209901.864390
  nChanged 14
		SP:Iteration 14Q (26566.540000 sec): 3 clusters
  Score: Raw -212412.610390 + Penalty 2503.183911 = -209909.426480
  nChanged 15
		SP:Iteration 15Q (26566.660000 sec): 3 clusters
  Score: Raw -212419.526848 + Penalty 2503.183911 = -209916.342937
  nChanged 19
		SP:Iteration 16Q (26566.780000 sec): 3 clusters
  Score: Raw -212430.742345 + Penalty 2503.183911 = -209927.558434
  nChanged 19
		SP:Iteration 17Q (26566.900000 sec): 3 clusters
  Score: Raw -212445.841876 + Penalty 2503.183911 = -209942.657965
  nChanged 23
		SP:Iteration 18Q (26567.030000 sec): 3 clusters
  Score: Raw -212465.628649 + Penalty 2503.183911 = -209962.444739
  nChanged 21
		SP:Iteration 19Q (26567.150000 sec): 3 clusters
  Score: Raw -212487.255094 + Penalty 2503.183911 = -209984.071184
  nChanged 30
		SP:Iteration 20F (26567.270000 sec): 3 clusters
  Score: Raw -212510.901797 + Penalty 2503.183911 = -210007.717887
  nChanged 23
		SP:Iteration 21Q (26567.390000 sec): 3 clusters
  Score: Raw -212533.027956 + Penalty 2503.183911 = -210029.844046
  nChanged 28
		SP:Iteration 22Q (26567.510000 sec): 3 clusters
  Score: Raw -212554.677361 + Penalty 2503.183911 = -210051.493451
  nChanged 33
		SP:Iteration 23Q (26567.630000 sec): 3 clusters
  Score: Raw -212585.239661 + Penalty 2503.183911 = -210082.055751
  nChanged 33
		SP:Iteration 24Q (26567.760000 sec): 3 clusters
  Score: Raw -212611.744458 + Penalty 2503.183911 = -210108.560548
  nChanged 28
		SP:Iteration 25Q (26567.890000 sec): 3 clusters
  Score: Raw -212633.608273 + Penalty 2503.183911 = -210130.424363
  nChanged 27
		SP:Iteration 26Q (26568.020000 sec): 3 clusters
  Score: Raw -212661.600732 + Penalty 2503.183911 = -210158.416821
  nChanged 25
		SP:Iteration 27Q (26568.160000 sec): 3 clusters
  Score: Raw -212685.821381 + Penalty 2503.183911 = -210182.637470
  nChanged 26
		SP:Iteration 28Q (26568.290000 sec): 3 clusters
  Score: Raw -212704.257287 + Penalty 2503.183911 = -210201.073377
  nChanged 18
		SP:Iteration 29Q (26568.420000 sec): 3 clusters
  Score: Raw -212723.423320 + Penalty 2503.183911 = -210220.239409
  nChanged 24
		SP:Iteration 30Q (26568.560000 sec): 3 clusters
  Score: Raw -212747.410708 + Penalty 2503.183911 = -210244.226798
  nChanged 15
		SP:Iteration 31Q (26568.700000 sec): 3 clusters
  Score: Raw -212757.296787 + Penalty 2503.183911 = -210254.112877
  nChanged 6
		SP:Iteration 32Q (26568.790000 sec): 3 clusters
  Score: Raw -212760.136728 + Penalty 2503.183911 = -210256.952817
  nChanged 3
		SP:Iteration 33Q (26568.940000 sec): 3 clusters
  Score: Raw -212762.027824 + Penalty 2503.183911 = -210258.843914
  nChanged 5
		SP:Iteration 34Q (26569.080000 sec): 3 clusters
  Score: Raw -212764.077210 + Penalty 2503.183911 = -210260.893299
  nChanged 2
		SP:Iteration 35Q (26569.260000 sec): 3 clusters
  Score: Raw -212765.553058 + Penalty 2503.183911 = -210262.369148
  nChanged 3
		SP:Iteration 36Q (26569.480000 sec): 3 clusters
  Score: Raw -212767.145732 + Penalty 2503.183911 = -210263.961821
  nChanged 2
		SP:Iteration 37Q (26569.700000 sec): 3 clusters
  Score: Raw -212767.770283 + Penalty 2503.183911 = -210264.586372
  nChanged 1
		SP:Iteration 38Q (26569.890000 sec): 3 clusters
  Score: Raw -212768.131273 + Penalty 2503.183911 = -210264.947363
  nChanged 0
		SP:Iteration 39F (26570.060000 sec): 3 clusters
  Score: Raw -212768.131273 + Penalty 2503.183911 = -210264.947363
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 3 (8947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26570.180000 sec): 2 clusters
  Score: Raw -940853.474604 + Penalty 1478.599453 = -939374.875151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26570.420000 sec): 3 clusters
  Score: Raw -935898.013181 + Penalty 2957.198907 = -932940.814274
  nChanged 3759
		SP:Iteration 1F (26570.650000 sec): 3 clusters
  Score: Raw -937806.887849 + Penalty 2957.198907 = -934849.688942
  nChanged 530
		SP:Iteration 2F (26570.840000 sec): 3 clusters
  Score: Raw -938057.598433 + Penalty 2957.198907 = -935100.399526
  nChanged 489
		SP:Iteration 3F (26571.020000 sec): 3 clusters
  Score: Raw -938395.203190 + Penalty 2957.198907 = -935438.004283
  nChanged 532
		SP:Iteration 4F (26571.220000 sec): 3 clusters
  Score: Raw -938804.517445 + Penalty 2957.198907 = -935847.318538
  nChanged 546
		SP:Iteration 5F (26571.460000 sec): 3 clusters
  Score: Raw -939251.911769 + Penalty 2957.198907 = -936294.712862
  nChanged 530
		SP:Iteration 6F (26571.660000 sec): 3 clusters
  Score: Raw -939691.220565 + Penalty 2957.198907 = -936734.021658
  nChanged 498
		SP:Iteration 7F (26571.850000 sec): 3 clusters
  Score: Raw -940045.628162 + Penalty 2957.198907 = -937088.429255
  nChanged 459
		SP:Iteration 8F (26572.040000 sec): 3 clusters
  Score: Raw -940377.500212 + Penalty 2957.198907 = -937420.301305
  nChanged 405
		SP:Iteration 9Q (26572.270000 sec): 3 clusters
  Score: Raw -940679.212074 + Penalty 2957.198907 = -937722.013167
  nChanged 351
		SP:Iteration 10Q (26572.470000 sec): 3 clusters
  Score: Raw -940932.399110 + Penalty 2957.198907 = -937975.200203
  nChanged 292
		SP:Iteration 11Q (26572.700000 sec): 3 clusters
  Score: Raw -941156.391514 + Penalty 2957.198907 = -938199.192607
  nChanged 247
		SP:Iteration 12Q (26573.000000 sec): 3 clusters
  Score: Raw -941328.448862 + Penalty 2957.198907 = -938371.249955
  nChanged 172
		SP:Iteration 13Q (26573.240000 sec): 3 clusters
  Score: Raw -941412.968269 + Penalty 2957.198907 = -938455.769362
  nChanged 118
		SP:Iteration 14Q (26573.480000 sec): 3 clusters
  Score: Raw -941462.375271 + Penalty 2957.198907 = -938505.176365
  nChanged 104
		SP:Iteration 15Q (26573.640000 sec): 3 clusters
  Score: Raw -941503.827182 + Penalty 2957.198907 = -938546.628275
  nChanged 89
		SP:Iteration 16Q (26573.880000 sec): 3 clusters
  Score: Raw -941536.330058 + Penalty 2957.198907 = -938579.131151
  nChanged 77
		SP:Iteration 17Q (26574.080000 sec): 3 clusters
  Score: Raw -941560.372211 + Penalty 2957.198907 = -938603.173304
  nChanged 63
		SP:Iteration 18Q (26574.320000 sec): 3 clusters
  Score: Raw -941579.057894 + Penalty 2957.198907 = -938621.858988
  nChanged 50
		SP:Iteration 19Q (26574.560000 sec): 3 clusters
  Score: Raw -941591.393987 + Penalty 2957.198907 = -938634.195080
  nChanged 44
		SP:Iteration 20F (26574.770000 sec): 3 clusters
  Score: Raw -941603.349288 + Penalty 2957.198907 = -938646.150381
  nChanged 44
		SP:Iteration 21Q (26574.990000 sec): 3 clusters
  Score: Raw -941616.314398 + Penalty 2957.198907 = -938659.115491
  nChanged 53
		SP:Iteration 22Q (26575.150000 sec): 3 clusters
  Score: Raw -941632.173145 + Penalty 2957.198907 = -938674.974238
  nChanged 45
		SP:Iteration 23Q (26575.370000 sec): 3 clusters
  Score: Raw -941646.283735 + Penalty 2957.198907 = -938689.084828
  nChanged 48
		SP:Iteration 24Q (26575.590000 sec): 3 clusters
  Score: Raw -941661.296536 + Penalty 2957.198907 = -938704.097629
  nChanged 44
		SP:Iteration 25Q (26575.830000 sec): 3 clusters
  Score: Raw -941674.645430 + Penalty 2957.198907 = -938717.446523
  nChanged 44
		SP:Iteration 26Q (26576.080000 sec): 3 clusters
  Score: Raw -941685.157689 + Penalty 2957.198907 = -938727.958782
  nChanged 44
		SP:Iteration 27Q (26576.370000 sec): 3 clusters
  Score: Raw -941695.820029 + Penalty 2957.198907 = -938738.621122
  nChanged 41
		SP:Iteration 28Q (26576.620000 sec): 3 clusters
  Score: Raw -941705.263257 + Penalty 2957.198907 = -938748.064350
  nChanged 35
		SP:Iteration 29Q (26576.790000 sec): 3 clusters
  Score: Raw -941712.809732 + Penalty 2957.198907 = -938755.610826
  nChanged 35
		SP:Iteration 30Q (26577.010000 sec): 3 clusters
  Score: Raw -941720.066385 + Penalty 2957.198907 = -938762.867478
  nChanged 27
		SP:Iteration 31Q (26577.220000 sec): 3 clusters
  Score: Raw -941726.727846 + Penalty 2957.198907 = -938769.528940
  nChanged 34
		SP:Iteration 32Q (26577.440000 sec): 3 clusters
  Score: Raw -941735.855465 + Penalty 2957.198907 = -938778.656558
  nChanged 45
		SP:Iteration 33Q (26577.650000 sec): 3 clusters
  Score: Raw -941748.765764 + Penalty 2957.198907 = -938791.566857
  nChanged 48
		SP:Iteration 34Q (26577.840000 sec): 3 clusters
  Score: Raw -941761.309443 + Penalty 2957.198907 = -938804.110536
  nChanged 52
		SP:Iteration 35Q (26578.070000 sec): 3 clusters
  Score: Raw -941775.172091 + Penalty 2957.198907 = -938817.973184
  nChanged 56
		SP:Iteration 36Q (26578.280000 sec): 3 clusters
  Score: Raw -941792.257999 + Penalty 2957.198907 = -938835.059092
  nChanged 62
		SP:Iteration 37Q (26578.500000 sec): 3 clusters
  Score: Raw -941813.577091 + Penalty 2957.198907 = -938856.378184
  nChanged 62
		SP:Iteration 38Q (26578.710000 sec): 3 clusters
  Score: Raw -941840.313473 + Penalty 2957.198907 = -938883.114566
  nChanged 77
		SP:Iteration 39Q (26578.940000 sec): 3 clusters
  Score: Raw -941870.990454 + Penalty 2957.198907 = -938913.791548
  nChanged 79
		SP:Iteration 40F (26579.170000 sec): 3 clusters
  Score: Raw -941897.156896 + Penalty 2957.198907 = -938939.957989
  nChanged 69
		SP:Iteration 41Q (26579.440000 sec): 3 clusters
  Score: Raw -941917.191091 + Penalty 2957.198907 = -938959.992184
  nChanged 68
		SP:Iteration 42Q (26579.620000 sec): 3 clusters
  Score: Raw -941935.541481 + Penalty 2957.198907 = -938978.342574
  nChanged 69
		SP:Iteration 43Q (26579.800000 sec): 3 clusters
  Score: Raw -941957.530132 + Penalty 2957.198907 = -939000.331225
  nChanged 77
		SP:Iteration 44Q (26580.010000 sec): 3 clusters
  Score: Raw -941981.513465 + Penalty 2957.198907 = -939024.314559
  nChanged 72
		SP:Iteration 45Q (26580.240000 sec): 3 clusters
  Score: Raw -942003.086507 + Penalty 2957.198907 = -939045.887600
  nChanged 70
		SP:Iteration 46Q (26580.390000 sec): 3 clusters
  Score: Raw -942024.812822 + Penalty 2957.198907 = -939067.613915
  nChanged 55
		SP:Iteration 47Q (26580.610000 sec): 3 clusters
  Score: Raw -942039.665896 + Penalty 2957.198907 = -939082.466989
  nChanged 43
		SP:Iteration 48Q (26580.800000 sec): 3 clusters
  Score: Raw -942049.957140 + Penalty 2957.198907 = -939092.758233
  nChanged 42
		SP:Iteration 49Q (26581.010000 sec): 3 clusters
  Score: Raw -942059.137884 + Penalty 2957.198907 = -939101.938977
  nChanged 26
		SP:Iteration 50Q (26581.240000 sec): 3 clusters
  Score: Raw -942064.999075 + Penalty 2957.198907 = -939107.800169
  nChanged 30
		SP:Iteration 51Q (26581.480000 sec): 3 clusters
  Score: Raw -942070.864061 + Penalty 2957.198907 = -939113.665154
  nChanged 29
		SP:Iteration 52Q (26581.690000 sec): 3 clusters
  Score: Raw -942077.490445 + Penalty 2957.198907 = -939120.291538
  nChanged 29
		SP:Iteration 53Q (26581.880000 sec): 3 clusters
  Score: Raw -942082.590911 + Penalty 2957.198907 = -939125.392004
  nChanged 17
		SP:Iteration 54Q (26582.140000 sec): 3 clusters
  Score: Raw -942084.717874 + Penalty 2957.198907 = -939127.518967
  nChanged 15
		SP:Iteration 55Q (26582.310000 sec): 3 clusters
  Score: Raw -942087.069091 + Penalty 2957.198907 = -939129.870184
  nChanged 13
		SP:Iteration 56Q (26582.560000 sec): 3 clusters
  Score: Raw -942089.311667 + Penalty 2957.198907 = -939132.112760
  nChanged 15
		SP:Iteration 57Q (26582.760000 sec): 3 clusters
  Score: Raw -942091.558198 + Penalty 2957.198907 = -939134.359291
  nChanged 9
		SP:Iteration 58Q (26583.040000 sec): 3 clusters
  Score: Raw -942092.310041 + Penalty 2957.198907 = -939135.111134
  nChanged 6
		SP:Iteration 59Q (26583.260000 sec): 3 clusters
  Score: Raw -942093.577247 + Penalty 2957.198907 = -939136.378340
  nChanged 6
		SP:Iteration 60F (26583.460000 sec): 3 clusters
  Score: Raw -942094.356865 + Penalty 2957.198907 = -939137.157958
  nChanged 6
		SP:Iteration 61Q (26583.670000 sec): 3 clusters
  Score: Raw -942095.104330 + Penalty 2957.198907 = -939137.905423
  nChanged 5
		SP:Iteration 62Q (26583.860000 sec): 3 clusters
  Score: Raw -942095.786900 + Penalty 2957.198907 = -939138.587993
  nChanged 3
		SP:Iteration 63Q (26584.090000 sec): 3 clusters
  Score: Raw -942096.117214 + Penalty 2957.198907 = -939138.918307
  nChanged 4
		SP:Iteration 64Q (26584.300000 sec): 3 clusters
  Score: Raw -942096.414896 + Penalty 2957.198907 = -939139.215989
  nChanged 3
		SP:Iteration 65Q (26584.500000 sec): 3 clusters
  Score: Raw -942096.809313 + Penalty 2957.198907 = -939139.610406
  nChanged 5
		SP:Iteration 66Q (26584.710000 sec): 3 clusters
  Score: Raw -942097.413057 + Penalty 2957.198907 = -939140.214150
  nChanged 3
		SP:Iteration 67Q (26584.920000 sec): 3 clusters
  Score: Raw -942097.971398 + Penalty 2957.198907 = -939140.772491
  nChanged 3
		SP:Iteration 68Q (26585.120000 sec): 3 clusters
  Score: Raw -942098.189308 + Penalty 2957.198907 = -939140.990401
  nChanged 3
		SP:Iteration 69Q (26585.320000 sec): 3 clusters
  Score: Raw -942098.372490 + Penalty 2957.198907 = -939141.173583
  nChanged 0
		SP:Iteration 70F (26585.570000 sec): 3 clusters
  Score: Raw -942098.372490 + Penalty 2957.198907 = -939141.173583
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 4 (3207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26585.660000 sec): 2 clusters
  Score: Raw -297824.398444 + Penalty 1311.877320 = -296512.521124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26585.850000 sec): 3 clusters
  Score: Raw -296272.338602 + Penalty 2623.754640 = -293648.583962
  nChanged 1233
		SP:Iteration 1F (26586.010000 sec): 3 clusters
  Score: Raw -296958.151464 + Penalty 2623.754640 = -294334.396824
  nChanged 259
		SP:Iteration 2F (26586.210000 sec): 3 clusters
  Score: Raw -297116.021915 + Penalty 2623.754640 = -294492.267276
  nChanged 197
		SP:Iteration 3F (26586.420000 sec): 3 clusters
  Score: Raw -297244.494357 + Penalty 2623.754640 = -294620.739717
  nChanged 157
		SP:Iteration 4Q (26586.580000 sec): 3 clusters
  Score: Raw -297352.651268 + Penalty 2623.754640 = -294728.896628
  nChanged 125
		SP:Iteration 5Q (26586.760000 sec): 3 clusters
  Score: Raw -297427.594439 + Penalty 2623.754640 = -294803.839799
  nChanged 106
		SP:Iteration 6Q (26586.880000 sec): 3 clusters
  Score: Raw -297486.923510 + Penalty 2623.754640 = -294863.168871
  nChanged 94
		SP:Iteration 7Q (26587.070000 sec): 3 clusters
  Score: Raw -297544.150094 + Penalty 2623.754640 = -294920.395454
  nChanged 92
		SP:Iteration 8Q (26587.220000 sec): 3 clusters
  Score: Raw -297598.036577 + Penalty 2623.754640 = -294974.281937
  nChanged 81
		SP:Iteration 9Q (26587.390000 sec): 3 clusters
  Score: Raw -297647.237078 + Penalty 2623.754640 = -295023.482438
  nChanged 88
		SP:Iteration 10Q (26587.560000 sec): 3 clusters
  Score: Raw -297690.453742 + Penalty 2623.754640 = -295066.699102
  nChanged 62
		SP:Iteration 11Q (26587.740000 sec): 3 clusters
  Score: Raw -297723.971552 + Penalty 2623.754640 = -295100.216912
  nChanged 54
		SP:Iteration 12Q (26587.980000 sec): 3 clusters
  Score: Raw -297749.780138 + Penalty 2623.754640 = -295126.025498
  nChanged 46
		SP:Iteration 13Q (26588.170000 sec): 3 clusters
  Score: Raw -297769.770728 + Penalty 2623.754640 = -295146.016088
  nChanged 38
		SP:Iteration 14Q (26588.370000 sec): 3 clusters
  Score: Raw -297786.724428 + Penalty 2623.754640 = -295162.969788
  nChanged 36
		SP:Iteration 15Q (26588.580000 sec): 3 clusters
  Score: Raw -297803.430885 + Penalty 2623.754640 = -295179.676246
  nChanged 33
		SP:Iteration 16Q (26588.780000 sec): 3 clusters
  Score: Raw -297814.564858 + Penalty 2623.754640 = -295190.810218
  nChanged 23
		SP:Iteration 17Q (26588.980000 sec): 3 clusters
  Score: Raw -297825.047099 + Penalty 2623.754640 = -295201.292460
  nChanged 36
		SP:Iteration 18Q (26589.140000 sec): 3 clusters
  Score: Raw -297840.328882 + Penalty 2623.754640 = -295216.574243
  nChanged 30
		SP:Iteration 19Q (26589.300000 sec): 3 clusters
  Score: Raw -297856.990870 + Penalty 2623.754640 = -295233.236231
  nChanged 31
		SP:Iteration 20F (26589.480000 sec): 3 clusters
  Score: Raw -297868.957278 + Penalty 2623.754640 = -295245.202638
  nChanged 23
		SP:Iteration 21Q (26589.690000 sec): 3 clusters
  Score: Raw -297878.502983 + Penalty 2623.754640 = -295254.748343
  nChanged 20
		SP:Iteration 22Q (26589.900000 sec): 3 clusters
  Score: Raw -297887.076278 + Penalty 2623.754640 = -295263.321638
  nChanged 11
		SP:Iteration 23Q (26590.080000 sec): 3 clusters
  Score: Raw -297892.333588 + Penalty 2623.754640 = -295268.578948
  nChanged 11
		SP:Iteration 24Q (26590.300000 sec): 3 clusters
  Score: Raw -297895.443679 + Penalty 2623.754640 = -295271.689039
  nChanged 10
		SP:Iteration 25Q (26590.540000 sec): 3 clusters
  Score: Raw -297900.851840 + Penalty 2623.754640 = -295277.097200
  nChanged 13
		SP:Iteration 26Q (26590.760000 sec): 3 clusters
  Score: Raw -297906.217905 + Penalty 2623.754640 = -295282.463265
  nChanged 9
		SP:Iteration 27Q (26591.000000 sec): 3 clusters
  Score: Raw -297909.316427 + Penalty 2623.754640 = -295285.561787
  nChanged 11
		SP:Iteration 28Q (26591.210000 sec): 3 clusters
  Score: Raw -297911.950875 + Penalty 2623.754640 = -295288.196235
  nChanged 5
		SP:Iteration 29Q (26591.420000 sec): 3 clusters
  Score: Raw -297913.817574 + Penalty 2623.754640 = -295290.062934
  nChanged 5
		SP:Iteration 30Q (26591.600000 sec): 3 clusters
  Score: Raw -297916.218118 + Penalty 2623.754640 = -295292.463478
  nChanged 4
		SP:Iteration 31Q (26591.780000 sec): 3 clusters
  Score: Raw -297917.235046 + Penalty 2623.754640 = -295293.480406
  nChanged 2
		SP:Iteration 32Q (26591.960000 sec): 3 clusters
  Score: Raw -297917.834378 + Penalty 2623.754640 = -295294.079738
  nChanged 1
		SP:Iteration 33Q (26592.110000 sec): 3 clusters
  Score: Raw -297918.163329 + Penalty 2623.754640 = -295294.408689
  nChanged 3
		SP:Iteration 34Q (26592.370000 sec): 3 clusters
  Score: Raw -297918.890276 + Penalty 2623.754640 = -295295.135636
  nChanged 1
		SP:Iteration 35Q (26592.550000 sec): 3 clusters
  Score: Raw -297918.981260 + Penalty 2623.754640 = -295295.226620
  nChanged 0
		SP:Iteration 36F (26592.740000 sec): 3 clusters
  Score: Raw -297918.981260 + Penalty 2623.754640 = -295295.226620
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 5 (5393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26592.870000 sec): 2 clusters
  Score: Raw -503617.574375 + Penalty 1396.339278 = -502221.235097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26593.130000 sec): 3 clusters
  Score: Raw -500836.899343 + Penalty 2792.678556 = -498044.220787
  nChanged 2182
		SP:Iteration 1F (26593.360000 sec): 3 clusters
  Score: Raw -502040.539062 + Penalty 2792.678556 = -499247.860506
  nChanged 429
		SP:Iteration 2F (26593.580000 sec): 3 clusters
  Score: Raw -502318.226041 + Penalty 2792.678556 = -499525.547485
  nChanged 366
		SP:Iteration 3F (26593.810000 sec): 3 clusters
  Score: Raw -502583.003214 + Penalty 2792.678556 = -499790.324658
  nChanged 307
		SP:Iteration 4F (26594.030000 sec): 3 clusters
  Score: Raw -502804.244281 + Penalty 2792.678556 = -500011.565725
  nChanged 290
		SP:Iteration 5F (26594.240000 sec): 3 clusters
  Score: Raw -502997.766161 + Penalty 2792.678556 = -500205.087605
  nChanged 238
		SP:Iteration 6Q (26594.480000 sec): 3 clusters
  Score: Raw -503136.400511 + Penalty 2792.678556 = -500343.721955
  nChanged 189
		SP:Iteration 7Q (26594.720000 sec): 3 clusters
  Score: Raw -503243.467572 + Penalty 2792.678556 = -500450.789016
  nChanged 161
		SP:Iteration 8Q (26594.960000 sec): 3 clusters
  Score: Raw -503356.235147 + Penalty 2792.678556 = -500563.556591
  nChanged 151
		SP:Iteration 9Q (26595.180000 sec): 3 clusters
  Score: Raw -503447.895161 + Penalty 2792.678556 = -500655.216605
  nChanged 136
		SP:Iteration 10Q (26595.400000 sec): 3 clusters
  Score: Raw -503541.040108 + Penalty 2792.678556 = -500748.361552
  nChanged 147
		SP:Iteration 11Q (26595.600000 sec): 3 clusters
  Score: Raw -503648.814978 + Penalty 2792.678556 = -500856.136422
  nChanged 137
		SP:Iteration 12Q (26595.780000 sec): 3 clusters
  Score: Raw -503785.922775 + Penalty 2792.678556 = -500993.244219
  nChanged 134
		SP:Iteration 13Q (26596.000000 sec): 3 clusters
  Score: Raw -503958.473021 + Penalty 2792.678556 = -501165.794465
  nChanged 141
		SP:Iteration 14Q (26596.230000 sec): 3 clusters
  Score: Raw -504135.720760 + Penalty 2792.678556 = -501343.042204
  nChanged 120
		SP:Iteration 15Q (26596.480000 sec): 3 clusters
  Score: Raw -504266.672290 + Penalty 2792.678556 = -501473.993734
  nChanged 108
		SP:Iteration 16Q (26596.650000 sec): 3 clusters
  Score: Raw -504387.792617 + Penalty 2792.678556 = -501595.114061
  nChanged 82
		SP:Iteration 17Q (26596.850000 sec): 3 clusters
  Score: Raw -504459.397021 + Penalty 2792.678556 = -501666.718465
  nChanged 76
		SP:Iteration 18Q (26597.040000 sec): 3 clusters
  Score: Raw -504507.414802 + Penalty 2792.678556 = -501714.736246
  nChanged 69
		SP:Iteration 19Q (26597.260000 sec): 3 clusters
  Score: Raw -504568.131295 + Penalty 2792.678556 = -501775.452739
  nChanged 74
		SP:Iteration 20F (26597.440000 sec): 3 clusters
  Score: Raw -504649.774328 + Penalty 2792.678556 = -501857.095772
  nChanged 84
		SP:Iteration 21Q (26597.600000 sec): 3 clusters
  Score: Raw -504749.215024 + Penalty 2792.678556 = -501956.536468
  nChanged 80
		SP:Iteration 22Q (26597.780000 sec): 3 clusters
  Score: Raw -504829.351274 + Penalty 2792.678556 = -502036.672718
  nChanged 64
		SP:Iteration 23Q (26597.960000 sec): 3 clusters
  Score: Raw -504871.266966 + Penalty 2792.678556 = -502078.588410
  nChanged 56
		SP:Iteration 24Q (26598.130000 sec): 3 clusters
  Score: Raw -504899.755723 + Penalty 2792.678556 = -502107.077167
  nChanged 32
		SP:Iteration 25Q (26598.300000 sec): 3 clusters
  Score: Raw -504916.944193 + Penalty 2792.678556 = -502124.265637
  nChanged 32
		SP:Iteration 26Q (26598.490000 sec): 3 clusters
  Score: Raw -504928.574818 + Penalty 2792.678556 = -502135.896262
  nChanged 27
		SP:Iteration 27Q (26598.710000 sec): 3 clusters
  Score: Raw -504941.970418 + Penalty 2792.678556 = -502149.291862
  nChanged 21
		SP:Iteration 28Q (26598.890000 sec): 3 clusters
  Score: Raw -504951.318649 + Penalty 2792.678556 = -502158.640093
  nChanged 21
		SP:Iteration 29Q (26599.110000 sec): 3 clusters
  Score: Raw -504960.671830 + Penalty 2792.678556 = -502167.993274
  nChanged 17
		SP:Iteration 30Q (26599.320000 sec): 3 clusters
  Score: Raw -504966.484931 + Penalty 2792.678556 = -502173.806375
  nChanged 15
		SP:Iteration 31Q (26599.550000 sec): 3 clusters
  Score: Raw -504971.455307 + Penalty 2792.678556 = -502178.776751
  nChanged 11
		SP:Iteration 32Q (26599.650000 sec): 3 clusters
  Score: Raw -504974.506526 + Penalty 2792.678556 = -502181.827970
  nChanged 7
		SP:Iteration 33Q (26599.810000 sec): 3 clusters
  Score: Raw -504975.930773 + Penalty 2792.678556 = -502183.252217
  nChanged 3
		SP:Iteration 34Q (26599.950000 sec): 3 clusters
  Score: Raw -504976.648168 + Penalty 2792.678556 = -502183.969612
  nChanged 0
		SP:Iteration 35F (26600.160000 sec): 3 clusters
  Score: Raw -504976.648168 + Penalty 2792.678556 = -502183.969612
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 6 (21548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26600.380000 sec): 2 clusters
  Score: Raw -2295480.115803 + Penalty 1621.431221 = -2293858.684581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26600.640000 sec): 3 clusters
  Score: Raw -2282571.278528 + Penalty 3242.862442 = -2279328.416085
  nChanged 9770
		SP:Iteration 1F (26600.870000 sec): 3 clusters
  Score: Raw -2287922.300727 + Penalty 3242.862442 = -2284679.438285
  nChanged 1216
		SP:Iteration 2F (26601.120000 sec): 3 clusters
  Score: Raw -2288541.487389 + Penalty 3242.862442 = -2285298.624947
  nChanged 1413
		SP:Iteration 3F (26601.350000 sec): 3 clusters
  Score: Raw -2289504.288334 + Penalty 3242.862442 = -2286261.425891
  nChanged 1733
		SP:Iteration 4F (26601.650000 sec): 3 clusters
  Score: Raw -2290949.144144 + Penalty 3242.862442 = -2287706.281701
  nChanged 1860
		SP:Iteration 5F (26601.960000 sec): 3 clusters
  Score: Raw -2292542.338264 + Penalty 3242.862442 = -2289299.475821
  nChanged 1677
		SP:Iteration 6F (26602.280000 sec): 3 clusters
  Score: Raw -2293734.242193 + Penalty 3242.862442 = -2290491.379751
  nChanged 1196
		SP:Iteration 7F (26602.520000 sec): 3 clusters
  Score: Raw -2294356.386098 + Penalty 3242.862442 = -2291113.523656
  nChanged 822
		SP:Iteration 8Q (26602.800000 sec): 3 clusters
  Score: Raw -2294685.309909 + Penalty 3242.862442 = -2291442.447467
  nChanged 539
		SP:Iteration 9Q (26603.080000 sec): 3 clusters
  Score: Raw -2294834.249382 + Penalty 3242.862442 = -2291591.386940
  nChanged 336
		SP:Iteration 10Q (26603.400000 sec): 3 clusters
  Score: Raw -2294908.017823 + Penalty 3242.862442 = -2291665.155381
  nChanged 235
		SP:Iteration 11Q (26603.660000 sec): 3 clusters
  Score: Raw -2294948.948226 + Penalty 3242.862442 = -2291706.085784
  nChanged 176
		SP:Iteration 12Q (26603.970000 sec): 3 clusters
  Score: Raw -2294974.814767 + Penalty 3242.862442 = -2291731.952324
  nChanged 152
		SP:Iteration 13Q (26604.270000 sec): 3 clusters
  Score: Raw -2294997.225327 + Penalty 3242.862442 = -2291754.362885
  nChanged 168
		SP:Iteration 14Q (26604.550000 sec): 3 clusters
  Score: Raw -2295021.565800 + Penalty 3242.862442 = -2291778.703357
  nChanged 158
		SP:Iteration 15Q (26604.860000 sec): 3 clusters
  Score: Raw -2295043.124401 + Penalty 3242.862442 = -2291800.261959
  nChanged 141
		SP:Iteration 16Q (26605.140000 sec): 3 clusters
  Score: Raw -2295062.202387 + Penalty 3242.862442 = -2291819.339945
  nChanged 148
		SP:Iteration 17Q (26605.440000 sec): 3 clusters
  Score: Raw -2295085.484853 + Penalty 3242.862442 = -2291842.622411
  nChanged 167
		SP:Iteration 18Q (26605.780000 sec): 3 clusters
  Score: Raw -2295108.511717 + Penalty 3242.862442 = -2291865.649275
  nChanged 164
		SP:Iteration 19Q (26606.040000 sec): 3 clusters
  Score: Raw -2295130.211925 + Penalty 3242.862442 = -2291887.349483
  nChanged 176
		SP:Iteration 20F (26606.370000 sec): 3 clusters
  Score: Raw -2295157.784838 + Penalty 3242.862442 = -2291914.922395
  nChanged 183
		SP:Iteration 21Q (26606.630000 sec): 3 clusters
  Score: Raw -2295187.057641 + Penalty 3242.862442 = -2291944.195198
  nChanged 199
		SP:Iteration 22Q (26606.930000 sec): 3 clusters
  Score: Raw -2295221.815006 + Penalty 3242.862442 = -2291978.952563
  nChanged 217
		SP:Iteration 23Q (26607.230000 sec): 3 clusters
  Score: Raw -2295259.969304 + Penalty 3242.862442 = -2292017.106862
  nChanged 225
		SP:Iteration 24Q (26607.460000 sec): 3 clusters
  Score: Raw -2295295.949802 + Penalty 3242.862442 = -2292053.087360
  nChanged 217
		SP:Iteration 25Q (26607.780000 sec): 3 clusters
  Score: Raw -2295331.710862 + Penalty 3242.862442 = -2292088.848420
  nChanged 210
		SP:Iteration 26Q (26608.110000 sec): 3 clusters
  Score: Raw -2295363.757100 + Penalty 3242.862442 = -2292120.894658
  nChanged 197
		SP:Iteration 27Q (26608.390000 sec): 3 clusters
  Score: Raw -2295393.010979 + Penalty 3242.862442 = -2292150.148537
  nChanged 181
		SP:Iteration 28Q (26608.690000 sec): 3 clusters
  Score: Raw -2295418.331337 + Penalty 3242.862442 = -2292175.468895
  nChanged 177
		SP:Iteration 29Q (26608.940000 sec): 3 clusters
  Score: Raw -2295444.863077 + Penalty 3242.862442 = -2292202.000635
  nChanged 184
		SP:Iteration 30Q (26609.190000 sec): 3 clusters
  Score: Raw -2295474.900106 + Penalty 3242.862442 = -2292232.037664
  nChanged 214
		SP:Iteration 31Q (26609.520000 sec): 3 clusters
  Score: Raw -2295510.141972 + Penalty 3242.862442 = -2292267.279529
  nChanged 224
		SP:Iteration 32Q (26609.810000 sec): 3 clusters
  Score: Raw -2295550.395593 + Penalty 3242.862442 = -2292307.533151
  nChanged 247
		SP:Iteration 33Q (26610.150000 sec): 3 clusters
  Score: Raw -2295595.617078 + Penalty 3242.862442 = -2292352.754636
  nChanged 216
		SP:Iteration 34Q (26610.410000 sec): 3 clusters
  Score: Raw -2295630.761173 + Penalty 3242.862442 = -2292387.898730
  nChanged 189
		SP:Iteration 35Q (26610.710000 sec): 3 clusters
  Score: Raw -2295659.777204 + Penalty 3242.862442 = -2292416.914762
  nChanged 183
		SP:Iteration 36Q (26610.940000 sec): 3 clusters
  Score: Raw -2295688.717972 + Penalty 3242.862442 = -2292445.855530
  nChanged 169
		SP:Iteration 37Q (26611.210000 sec): 3 clusters
  Score: Raw -2295713.043896 + Penalty 3242.862442 = -2292470.181454
  nChanged 161
		SP:Iteration 38Q (26611.470000 sec): 3 clusters
  Score: Raw -2295737.040893 + Penalty 3242.862442 = -2292494.178451
  nChanged 156
		SP:Iteration 39Q (26611.750000 sec): 3 clusters
  Score: Raw -2295760.061169 + Penalty 3242.862442 = -2292517.198726
  nChanged 138
		SP:Iteration 40F (26612.040000 sec): 3 clusters
  Score: Raw -2295779.077926 + Penalty 3242.862442 = -2292536.215484
  nChanged 136
		SP:Iteration 41Q (26612.330000 sec): 3 clusters
  Score: Raw -2295798.522229 + Penalty 3242.862442 = -2292555.659787
  nChanged 139
		SP:Iteration 42Q (26612.620000 sec): 3 clusters
  Score: Raw -2295818.283354 + Penalty 3242.862442 = -2292575.420911
  nChanged 130
		SP:Iteration 43Q (26612.900000 sec): 3 clusters
  Score: Raw -2295837.058210 + Penalty 3242.862442 = -2292594.195768
  nChanged 128
		SP:Iteration 44Q (26613.180000 sec): 3 clusters
  Score: Raw -2295856.153366 + Penalty 3242.862442 = -2292613.290924
  nChanged 139
		SP:Iteration 45Q (26613.510000 sec): 3 clusters
  Score: Raw -2295875.817504 + Penalty 3242.862442 = -2292632.955062
  nChanged 137
		SP:Iteration 46Q (26613.800000 sec): 3 clusters
  Score: Raw -2295897.879741 + Penalty 3242.862442 = -2292655.017298
  nChanged 148
		SP:Iteration 47Q (26614.110000 sec): 3 clusters
  Score: Raw -2295920.267691 + Penalty 3242.862442 = -2292677.405249
  nChanged 140
		SP:Iteration 48Q (26614.400000 sec): 3 clusters
  Score: Raw -2295941.954005 + Penalty 3242.862442 = -2292699.091563
  nChanged 139
		SP:Iteration 49Q (26614.650000 sec): 3 clusters
  Score: Raw -2295965.610293 + Penalty 3242.862442 = -2292722.747851
  nChanged 153
		SP:Iteration 50Q (26614.990000 sec): 3 clusters
  Score: Raw -2295991.939535 + Penalty 3242.862442 = -2292749.077093
  nChanged 131
		SP:Iteration 51Q (26615.230000 sec): 3 clusters
  Score: Raw -2296012.454125 + Penalty 3242.862442 = -2292769.591682
  nChanged 125
		SP:Iteration 52Q (26615.480000 sec): 3 clusters
  Score: Raw -2296030.737767 + Penalty 3242.862442 = -2292787.875324
  nChanged 138
		SP:Iteration 53Q (26615.770000 sec): 3 clusters
  Score: Raw -2296053.124609 + Penalty 3242.862442 = -2292810.262167
  nChanged 126
		SP:Iteration 54Q (26616.060000 sec): 3 clusters
  Score: Raw -2296072.386027 + Penalty 3242.862442 = -2292829.523585
  nChanged 114
		SP:Iteration 55Q (26616.370000 sec): 3 clusters
  Score: Raw -2296087.689309 + Penalty 3242.862442 = -2292844.826867
  nChanged 87
		SP:Iteration 56Q (26616.610000 sec): 3 clusters
  Score: Raw -2296099.376117 + Penalty 3242.862442 = -2292856.513675
  nChanged 67
		SP:Iteration 57Q (26616.930000 sec): 3 clusters
  Score: Raw -2296107.859036 + Penalty 3242.862442 = -2292864.996594
  nChanged 60
		SP:Iteration 58Q (26617.240000 sec): 3 clusters
  Score: Raw -2296115.119423 + Penalty 3242.862442 = -2292872.256981
  nChanged 65
		SP:Iteration 59Q (26617.550000 sec): 3 clusters
  Score: Raw -2296124.008712 + Penalty 3242.862442 = -2292881.146270
  nChanged 71
		SP:Iteration 60F (26617.800000 sec): 3 clusters
  Score: Raw -2296133.617988 + Penalty 3242.862442 = -2292890.755546
  nChanged 74
		SP:Iteration 61Q (26618.120000 sec): 3 clusters
  Score: Raw -2296145.093864 + Penalty 3242.862442 = -2292902.231421
  nChanged 82
		SP:Iteration 62Q (26618.370000 sec): 3 clusters
  Score: Raw -2296156.559974 + Penalty 3242.862442 = -2292913.697531
  nChanged 74
		SP:Iteration 63Q (26618.620000 sec): 3 clusters
  Score: Raw -2296165.485981 + Penalty 3242.862442 = -2292922.623538
  nChanged 58
		SP:Iteration 64Q (26618.910000 sec): 3 clusters
  Score: Raw -2296173.387147 + Penalty 3242.862442 = -2292930.524705
  nChanged 52
		SP:Iteration 65Q (26619.140000 sec): 3 clusters
  Score: Raw -2296179.270601 + Penalty 3242.862442 = -2292936.408159
  nChanged 52
		SP:Iteration 66Q (26619.410000 sec): 3 clusters
  Score: Raw -2296185.735941 + Penalty 3242.862442 = -2292942.873499
  nChanged 54
		SP:Iteration 67Q (26619.670000 sec): 3 clusters
  Score: Raw -2296192.003883 + Penalty 3242.862442 = -2292949.141441
  nChanged 52
		SP:Iteration 68Q (26619.900000 sec): 3 clusters
  Score: Raw -2296198.216330 + Penalty 3242.862442 = -2292955.353888
  nChanged 44
		SP:Iteration 69Q (26620.170000 sec): 3 clusters
  Score: Raw -2296204.053382 + Penalty 3242.862442 = -2292961.190940
  nChanged 44
		SP:Iteration 70Q (26620.430000 sec): 3 clusters
  Score: Raw -2296209.842859 + Penalty 3242.862442 = -2292966.980417
  nChanged 47
		SP:Iteration 71Q (26620.710000 sec): 3 clusters
  Score: Raw -2296215.574076 + Penalty 3242.862442 = -2292972.711634
  nChanged 41
		SP:Iteration 72Q (26620.980000 sec): 3 clusters
  Score: Raw -2296221.011855 + Penalty 3242.862442 = -2292978.149413
  nChanged 40
		SP:Iteration 73Q (26621.250000 sec): 3 clusters
  Score: Raw -2296226.421709 + Penalty 3242.862442 = -2292983.559267
  nChanged 39
		SP:Iteration 74Q (26621.550000 sec): 3 clusters
  Score: Raw -2296231.478659 + Penalty 3242.862442 = -2292988.616217
  nChanged 38
		SP:Iteration 75Q (26621.810000 sec): 3 clusters
  Score: Raw -2296236.327377 + Penalty 3242.862442 = -2292993.464934
  nChanged 36
		SP:Iteration 76Q (26622.070000 sec): 3 clusters
  Score: Raw -2296241.892463 + Penalty 3242.862442 = -2292999.030021
  nChanged 32
		SP:Iteration 77Q (26622.300000 sec): 3 clusters
  Score: Raw -2296245.923769 + Penalty 3242.862442 = -2293003.061327
  nChanged 29
		SP:Iteration 78Q (26622.550000 sec): 3 clusters
  Score: Raw -2296248.993148 + Penalty 3242.862442 = -2293006.130705
  nChanged 21
		SP:Iteration 79Q (26622.870000 sec): 3 clusters
  Score: Raw -2296251.179269 + Penalty 3242.862442 = -2293008.316826
  nChanged 16
		SP:Iteration 80F (26623.100000 sec): 3 clusters
  Score: Raw -2296253.008206 + Penalty 3242.862442 = -2293010.145764
  nChanged 19
		SP:Iteration 81Q (26623.350000 sec): 3 clusters
  Score: Raw -2296255.379288 + Penalty 3242.862442 = -2293012.516846
  nChanged 14
		SP:Iteration 82Q (26623.640000 sec): 3 clusters
  Score: Raw -2296256.866296 + Penalty 3242.862442 = -2293014.003854
  nChanged 17
		SP:Iteration 83Q (26623.850000 sec): 3 clusters
  Score: Raw -2296258.862196 + Penalty 3242.862442 = -2293015.999754
  nChanged 21
		SP:Iteration 84Q (26624.130000 sec): 3 clusters
  Score: Raw -2296260.943803 + Penalty 3242.862442 = -2293018.081361
  nChanged 20
		SP:Iteration 85Q (26624.390000 sec): 3 clusters
  Score: Raw -2296263.057302 + Penalty 3242.862442 = -2293020.194860
  nChanged 12
		SP:Iteration 86Q (26624.720000 sec): 3 clusters
  Score: Raw -2296264.306996 + Penalty 3242.862442 = -2293021.444554
  nChanged 17
		SP:Iteration 87Q (26625.020000 sec): 3 clusters
  Score: Raw -2296265.520932 + Penalty 3242.862442 = -2293022.658489
  nChanged 9
		SP:Iteration 88Q (26625.310000 sec): 3 clusters
  Score: Raw -2296266.229377 + Penalty 3242.862442 = -2293023.366934
  nChanged 7
		SP:Iteration 89Q (26625.540000 sec): 3 clusters
  Score: Raw -2296266.860551 + Penalty 3242.862442 = -2293023.998109
  nChanged 8
		SP:Iteration 90Q (26625.840000 sec): 3 clusters
  Score: Raw -2296267.769410 + Penalty 3242.862442 = -2293024.906968
  nChanged 13
		SP:Iteration 91Q (26626.080000 sec): 3 clusters
  Score: Raw -2296269.020238 + Penalty 3242.862442 = -2293026.157796
  nChanged 11
		SP:Iteration 92Q (26626.390000 sec): 3 clusters
  Score: Raw -2296270.042053 + Penalty 3242.862442 = -2293027.179611
  nChanged 8
		SP:Iteration 93Q (26626.670000 sec): 3 clusters
  Score: Raw -2296271.010957 + Penalty 3242.862442 = -2293028.148515
  nChanged 11
		SP:Iteration 94Q (26626.960000 sec): 3 clusters
  Score: Raw -2296271.966670 + Penalty 3242.862442 = -2293029.104227
  nChanged 8
		SP:Iteration 95Q (26627.260000 sec): 3 clusters
  Score: Raw -2296272.661753 + Penalty 3242.862442 = -2293029.799310
  nChanged 9
		SP:Iteration 96Q (26627.570000 sec): 3 clusters
  Score: Raw -2296273.537903 + Penalty 3242.862442 = -2293030.675461
  nChanged 11
		SP:Iteration 97Q (26627.850000 sec): 3 clusters
  Score: Raw -2296274.555962 + Penalty 3242.862442 = -2293031.693520
  nChanged 6
		SP:Iteration 98Q (26628.110000 sec): 3 clusters
  Score: Raw -2296275.098342 + Penalty 3242.862442 = -2293032.235899
  nChanged 6
		SP:Iteration 99Q (26628.350000 sec): 3 clusters
  Score: Raw -2296275.509537 + Penalty 3242.862442 = -2293032.647095
  nChanged 4
		SP:Iteration 100F (26628.710000 sec): 3 clusters
  Score: Raw -2296275.807576 + Penalty 3242.862442 = -2293032.945133
  nChanged 7
		SP:Iteration 101Q (26628.970000 sec): 3 clusters
  Score: Raw -2296276.603772 + Penalty 3242.862442 = -2293033.741330
  nChanged 8
		SP:Iteration 102Q (26629.270000 sec): 3 clusters
  Score: Raw -2296277.301820 + Penalty 3242.862442 = -2293034.439377
  nChanged 7
		SP:Iteration 103Q (26629.580000 sec): 3 clusters
  Score: Raw -2296277.944777 + Penalty 3242.862442 = -2293035.082335
  nChanged 10
		SP:Iteration 104Q (26629.870000 sec): 3 clusters
  Score: Raw -2296278.930191 + Penalty 3242.862442 = -2293036.067748
  nChanged 7
		SP:Iteration 105Q (26630.160000 sec): 3 clusters
  Score: Raw -2296279.575668 + Penalty 3242.862442 = -2293036.713225
  nChanged 8
		SP:Iteration 106Q (26630.430000 sec): 3 clusters
  Score: Raw -2296280.308388 + Penalty 3242.862442 = -2293037.445945
  nChanged 7
		SP:Iteration 107Q (26630.750000 sec): 3 clusters
  Score: Raw -2296280.963575 + Penalty 3242.862442 = -2293038.101132
  nChanged 7
		SP:Iteration 108Q (26630.990000 sec): 3 clusters
  Score: Raw -2296281.679406 + Penalty 3242.862442 = -2293038.816964
  nChanged 5
		SP:Iteration 109Q (26631.260000 sec): 3 clusters
  Score: Raw -2296281.997253 + Penalty 3242.862442 = -2293039.134811
  nChanged 2
		SP:Iteration 110Q (26631.530000 sec): 3 clusters
  Score: Raw -2296282.119020 + Penalty 3242.862442 = -2293039.256578
  nChanged 1
		SP:Iteration 111Q (26631.740000 sec): 3 clusters
  Score: Raw -2296282.219721 + Penalty 3242.862442 = -2293039.357279
  nChanged 1
		SP:Iteration 112Q (26632.030000 sec): 3 clusters
  Score: Raw -2296282.304685 + Penalty 3242.862442 = -2293039.442243
  nChanged 1
		SP:Iteration 113Q (26632.290000 sec): 3 clusters
  Score: Raw -2296282.374483 + Penalty 3242.862442 = -2293039.512041
  nChanged 1
		SP:Iteration 114Q (26632.540000 sec): 3 clusters
  Score: Raw -2296282.569537 + Penalty 3242.862442 = -2293039.707094
  nChanged 6
		SP:Iteration 115Q (26632.810000 sec): 3 clusters
  Score: Raw -2296283.078564 + Penalty 3242.862442 = -2293040.216122
  nChanged 3
		SP:Iteration 116Q (26633.110000 sec): 3 clusters
  Score: Raw -2296283.438920 + Penalty 3242.862442 = -2293040.576478
  nChanged 5
		SP:Iteration 117Q (26633.360000 sec): 3 clusters
  Score: Raw -2296283.950841 + Penalty 3242.862442 = -2293041.088399
  nChanged 3
		SP:Iteration 118Q (26633.660000 sec): 3 clusters
  Score: Raw -2296284.274700 + Penalty 3242.862442 = -2293041.412258
  nChanged 2
		SP:Iteration 119Q (26633.940000 sec): 3 clusters
  Score: Raw -2296284.432570 + Penalty 3242.862442 = -2293041.570128
  nChanged 1
		SP:Iteration 120F (26634.200000 sec): 3 clusters
  Score: Raw -2296284.514281 + Penalty 3242.862442 = -2293041.651838
  nChanged 1
		SP:Iteration 121Q (26634.430000 sec): 3 clusters
  Score: Raw -2296284.570651 + Penalty 3242.862442 = -2293041.708209
  nChanged 1
		SP:Iteration 122Q (26634.700000 sec): 3 clusters
  Score: Raw -2296284.653955 + Penalty 3242.862442 = -2293041.791513
  nChanged 0
		SP:Iteration 123F (26634.970000 sec): 3 clusters
  Score: Raw -2296284.653955 + Penalty 3242.862442 = -2293041.791513
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 7 (12571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26635.110000 sec): 2 clusters
  Score: Raw -1226868.030907 + Penalty 1533.861526 = -1225334.169381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26635.380000 sec): 3 clusters
  Score: Raw -1219561.287708 + Penalty 3067.723052 = -1216493.564656
  nChanged 5560
		SP:Iteration 1F (26635.580000 sec): 3 clusters
  Score: Raw -1222624.099507 + Penalty 3067.723052 = -1219556.376455
  nChanged 786
		SP:Iteration 2F (26635.850000 sec): 3 clusters
  Score: Raw -1222978.025569 + Penalty 3067.723052 = -1219910.302517
  nChanged 694
		SP:Iteration 3F (26636.090000 sec): 3 clusters
  Score: Raw -1223302.276777 + Penalty 3067.723052 = -1220234.553725
  nChanged 618
		SP:Iteration 4Q (26636.290000 sec): 3 clusters
  Score: Raw -1223596.620567 + Penalty 3067.723052 = -1220528.897514
  nChanged 597
		SP:Iteration 5Q (26636.580000 sec): 3 clusters
  Score: Raw -1223905.431619 + Penalty 3067.723052 = -1220837.708567
  nChanged 566
		SP:Iteration 6Q (26636.790000 sec): 3 clusters
  Score: Raw -1224185.297651 + Penalty 3067.723052 = -1221117.574598
  nChanged 520
		SP:Iteration 7Q (26637.020000 sec): 3 clusters
  Score: Raw -1224464.243172 + Penalty 3067.723052 = -1221396.520120
  nChanged 511
		SP:Iteration 8Q (26637.300000 sec): 3 clusters
  Score: Raw -1224735.201391 + Penalty 3067.723052 = -1221667.478339
  nChanged 486
		SP:Iteration 9Q (26637.490000 sec): 3 clusters
  Score: Raw -1225003.092627 + Penalty 3067.723052 = -1221935.369575
  nChanged 470
		SP:Iteration 10Q (26637.720000 sec): 3 clusters
  Score: Raw -1225239.951540 + Penalty 3067.723052 = -1222172.228488
  nChanged 431
		SP:Iteration 11Q (26637.970000 sec): 3 clusters
  Score: Raw -1225460.837752 + Penalty 3067.723052 = -1222393.114700
  nChanged 403
		SP:Iteration 12Q (26638.250000 sec): 3 clusters
  Score: Raw -1225685.822873 + Penalty 3067.723052 = -1222618.099821
  nChanged 371
		SP:Iteration 13Q (26638.490000 sec): 3 clusters
  Score: Raw -1225902.185291 + Penalty 3067.723052 = -1222834.462239
  nChanged 340
		SP:Iteration 14Q (26638.760000 sec): 3 clusters
  Score: Raw -1226099.372480 + Penalty 3067.723052 = -1223031.649427
  nChanged 313
		SP:Iteration 15Q (26638.970000 sec): 3 clusters
  Score: Raw -1226292.937629 + Penalty 3067.723052 = -1223225.214577
  nChanged 285
		SP:Iteration 16Q (26639.230000 sec): 3 clusters
  Score: Raw -1226465.019975 + Penalty 3067.723052 = -1223397.296923
  nChanged 218
		SP:Iteration 17Q (26639.530000 sec): 3 clusters
  Score: Raw -1226589.805065 + Penalty 3067.723052 = -1223522.082013
  nChanged 196
		SP:Iteration 18Q (26639.770000 sec): 3 clusters
  Score: Raw -1226681.086223 + Penalty 3067.723052 = -1223613.363171
  nChanged 160
		SP:Iteration 19Q (26640.010000 sec): 3 clusters
  Score: Raw -1226752.662365 + Penalty 3067.723052 = -1223684.939312
  nChanged 148
		SP:Iteration 20F (26640.230000 sec): 3 clusters
  Score: Raw -1226816.760771 + Penalty 3067.723052 = -1223749.037718
  nChanged 112
		SP:Iteration 21Q (26640.470000 sec): 3 clusters
  Score: Raw -1226867.047595 + Penalty 3067.723052 = -1223799.324542
  nChanged 94
		SP:Iteration 22Q (26640.710000 sec): 3 clusters
  Score: Raw -1226905.128271 + Penalty 3067.723052 = -1223837.405219
  nChanged 82
		SP:Iteration 23Q (26640.920000 sec): 3 clusters
  Score: Raw -1226937.139229 + Penalty 3067.723052 = -1223869.416177
  nChanged 75
		SP:Iteration 24Q (26641.150000 sec): 3 clusters
  Score: Raw -1226968.491482 + Penalty 3067.723052 = -1223900.768429
  nChanged 70
		SP:Iteration 25Q (26641.420000 sec): 3 clusters
  Score: Raw -1226998.485573 + Penalty 3067.723052 = -1223930.762521
  nChanged 54
		SP:Iteration 26Q (26641.690000 sec): 3 clusters
  Score: Raw -1227024.423989 + Penalty 3067.723052 = -1223956.700937
  nChanged 44
		SP:Iteration 27Q (26641.970000 sec): 3 clusters
  Score: Raw -1227042.469184 + Penalty 3067.723052 = -1223974.746132
  nChanged 42
		SP:Iteration 28Q (26642.180000 sec): 3 clusters
  Score: Raw -1227057.659413 + Penalty 3067.723052 = -1223989.936361
  nChanged 33
		SP:Iteration 29Q (26642.450000 sec): 3 clusters
  Score: Raw -1227070.487168 + Penalty 3067.723052 = -1224002.764116
  nChanged 27
		SP:Iteration 30Q (26642.730000 sec): 3 clusters
  Score: Raw -1227079.980014 + Penalty 3067.723052 = -1224012.256962
  nChanged 35
		SP:Iteration 31Q (26642.970000 sec): 3 clusters
  Score: Raw -1227092.311712 + Penalty 3067.723052 = -1224024.588660
  nChanged 28
		SP:Iteration 32Q (26643.270000 sec): 3 clusters
  Score: Raw -1227100.711723 + Penalty 3067.723052 = -1224032.988670
  nChanged 24
		SP:Iteration 33Q (26643.490000 sec): 3 clusters
  Score: Raw -1227109.784667 + Penalty 3067.723052 = -1224042.061615
  nChanged 17
		SP:Iteration 34Q (26643.760000 sec): 3 clusters
  Score: Raw -1227115.395551 + Penalty 3067.723052 = -1224047.672499
  nChanged 16
		SP:Iteration 35Q (26643.990000 sec): 3 clusters
  Score: Raw -1227120.344329 + Penalty 3067.723052 = -1224052.621277
  nChanged 12
		SP:Iteration 36Q (26644.250000 sec): 3 clusters
  Score: Raw -1227124.343950 + Penalty 3067.723052 = -1224056.620898
  nChanged 12
		SP:Iteration 37Q (26644.510000 sec): 3 clusters
  Score: Raw -1227127.087884 + Penalty 3067.723052 = -1224059.364832
  nChanged 9
		SP:Iteration 38Q (26644.740000 sec): 3 clusters
  Score: Raw -1227129.546347 + Penalty 3067.723052 = -1224061.823294
  nChanged 11
		SP:Iteration 39Q (26644.930000 sec): 3 clusters
  Score: Raw -1227133.120439 + Penalty 3067.723052 = -1224065.397387
  nChanged 7
		SP:Iteration 40F (26645.190000 sec): 3 clusters
  Score: Raw -1227134.426877 + Penalty 3067.723052 = -1224066.703825
  nChanged 3
		SP:Iteration 41Q (26645.430000 sec): 3 clusters
  Score: Raw -1227135.640425 + Penalty 3067.723052 = -1224067.917373
  nChanged 9
		SP:Iteration 42Q (26645.650000 sec): 3 clusters
  Score: Raw -1227138.089115 + Penalty 3067.723052 = -1224070.366063
  nChanged 7
		SP:Iteration 43Q (26645.900000 sec): 3 clusters
  Score: Raw -1227140.622608 + Penalty 3067.723052 = -1224072.899555
  nChanged 7
		SP:Iteration 44Q (26646.150000 sec): 3 clusters
  Score: Raw -1227143.699769 + Penalty 3067.723052 = -1224075.976716
  nChanged 8
		SP:Iteration 45Q (26646.370000 sec): 3 clusters
  Score: Raw -1227148.017655 + Penalty 3067.723052 = -1224080.294603
  nChanged 7
		SP:Iteration 46Q (26646.610000 sec): 3 clusters
  Score: Raw -1227150.403821 + Penalty 3067.723052 = -1224082.680769
  nChanged 9
		SP:Iteration 47Q (26646.800000 sec): 3 clusters
  Score: Raw -1227155.209969 + Penalty 3067.723052 = -1224087.486917
  nChanged 11
		SP:Iteration 48Q (26647.040000 sec): 3 clusters
  Score: Raw -1227160.489437 + Penalty 3067.723052 = -1224092.766384
  nChanged 16
		SP:Iteration 49Q (26647.320000 sec): 3 clusters
  Score: Raw -1227166.397121 + Penalty 3067.723052 = -1224098.674069
  nChanged 10
		SP:Iteration 50Q (26647.490000 sec): 3 clusters
  Score: Raw -1227169.881789 + Penalty 3067.723052 = -1224102.158737
  nChanged 12
		SP:Iteration 51Q (26647.710000 sec): 3 clusters
  Score: Raw -1227175.846885 + Penalty 3067.723052 = -1224108.123833
  nChanged 19
		SP:Iteration 52Q (26647.880000 sec): 3 clusters
  Score: Raw -1227185.459594 + Penalty 3067.723052 = -1224117.736541
  nChanged 19
		SP:Iteration 53Q (26648.070000 sec): 3 clusters
  Score: Raw -1227193.699003 + Penalty 3067.723052 = -1224125.975951
  nChanged 14
		SP:Iteration 54Q (26648.320000 sec): 3 clusters
  Score: Raw -1227198.521951 + Penalty 3067.723052 = -1224130.798898
  nChanged 7
		SP:Iteration 55Q (26648.510000 sec): 3 clusters
  Score: Raw -1227201.318838 + Penalty 3067.723052 = -1224133.595786
  nChanged 5
		SP:Iteration 56Q (26648.710000 sec): 3 clusters
  Score: Raw -1227204.010414 + Penalty 3067.723052 = -1224136.287362
  nChanged 8
		SP:Iteration 57Q (26648.890000 sec): 3 clusters
  Score: Raw -1227206.314434 + Penalty 3067.723052 = -1224138.591382
  nChanged 8
		SP:Iteration 58Q (26649.140000 sec): 3 clusters
  Score: Raw -1227208.711789 + Penalty 3067.723052 = -1224140.988737
  nChanged 13
		SP:Iteration 59Q (26649.330000 sec): 3 clusters
  Score: Raw -1227213.213279 + Penalty 3067.723052 = -1224145.490226
  nChanged 7
		SP:Iteration 60F (26649.550000 sec): 3 clusters
  Score: Raw -1227215.607747 + Penalty 3067.723052 = -1224147.884695
  nChanged 3
		SP:Iteration 61Q (26649.830000 sec): 3 clusters
  Score: Raw -1227217.893059 + Penalty 3067.723052 = -1224150.170006
  nChanged 8
		SP:Iteration 62Q (26650.020000 sec): 3 clusters
  Score: Raw -1227220.506404 + Penalty 3067.723052 = -1224152.783351
  nChanged 9
		SP:Iteration 63Q (26650.250000 sec): 3 clusters
  Score: Raw -1227224.197689 + Penalty 3067.723052 = -1224156.474637
  nChanged 8
		SP:Iteration 64Q (26650.440000 sec): 3 clusters
  Score: Raw -1227226.724997 + Penalty 3067.723052 = -1224159.001945
  nChanged 5
		SP:Iteration 65Q (26650.640000 sec): 3 clusters
  Score: Raw -1227228.768635 + Penalty 3067.723052 = -1224161.045583
  nChanged 5
		SP:Iteration 66Q (26650.850000 sec): 3 clusters
  Score: Raw -1227230.482202 + Penalty 3067.723052 = -1224162.759150
  nChanged 3
		SP:Iteration 67Q (26651.130000 sec): 3 clusters
  Score: Raw -1227231.240861 + Penalty 3067.723052 = -1224163.517809
  nChanged 5
		SP:Iteration 68Q (26651.370000 sec): 3 clusters
  Score: Raw -1227232.357161 + Penalty 3067.723052 = -1224164.634109
  nChanged 4
		SP:Iteration 69Q (26651.610000 sec): 3 clusters
  Score: Raw -1227233.567789 + Penalty 3067.723052 = -1224165.844737
  nChanged 4
		SP:Iteration 70Q (26651.810000 sec): 3 clusters
  Score: Raw -1227234.467489 + Penalty 3067.723052 = -1224166.744437
  nChanged 1
		SP:Iteration 71Q (26652.030000 sec): 3 clusters
  Score: Raw -1227234.604862 + Penalty 3067.723052 = -1224166.881810
  nChanged 0
		SP:Iteration 72F (26652.240000 sec): 3 clusters
  Score: Raw -1227234.604862 + Penalty 3067.723052 = -1224166.881810
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 8 (108563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26652.770000 sec): 2 clusters
  Score: Raw -11365538.434544 + Penalty 1884.201463 = -11363654.233081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26653.450000 sec): 3 clusters
  Score: Raw -11294874.162289 + Penalty 3768.402927 = -11291105.759362
  nChanged 52015
		SP:Iteration 1F (26654.070000 sec): 3 clusters
  Score: Raw -11325547.273853 + Penalty 3768.402927 = -11321778.870927
  nChanged 4320
		SP:Iteration 2Q (26654.720000 sec): 3 clusters
  Score: Raw -11326934.544761 + Penalty 3768.402927 = -11323166.141834
  nChanged 5087
		SP:Iteration 3Q (26655.380000 sec): 3 clusters
  Score: Raw -11328980.796753 + Penalty 3768.402927 = -11325212.393826
  nChanged 6150
		SP:Iteration 4F (26656.040000 sec): 3 clusters
  Score: Raw -11332062.730939 + Penalty 3768.402927 = -11328294.328012
  nChanged 7336
		SP:Iteration 5F (26656.700000 sec): 3 clusters
  Score: Raw -11336942.353458 + Penalty 3768.402927 = -11333173.950532
  nChanged 8685
		SP:Iteration 6F (26657.380000 sec): 3 clusters
  Score: Raw -11344294.446070 + Penalty 3768.402927 = -11340526.043143
  nChanged 8838
		SP:Iteration 7F (26658.050000 sec): 3 clusters
  Score: Raw -11352811.575465 + Penalty 3768.402927 = -11349043.172538
  nChanged 6733
		SP:Iteration 8F (26658.660000 sec): 3 clusters
  Score: Raw -11359544.906945 + Penalty 3768.402927 = -11355776.504018
  nChanged 3773
		SP:Iteration 9Q (26659.350000 sec): 3 clusters
  Score: Raw -11363170.344281 + Penalty 3768.402927 = -11359401.941354
  nChanged 1655
		SP:Iteration 10Q (26660.020000 sec): 3 clusters
  Score: Raw -11364717.132444 + Penalty 3768.402927 = -11360948.729517
  nChanged 666
		SP:Iteration 11Q (26660.620000 sec): 3 clusters
  Score: Raw -11365364.080788 + Penalty 3768.402927 = -11361595.677861
  nChanged 244
		SP:Iteration 12Q (26661.260000 sec): 3 clusters
  Score: Raw -11365602.061515 + Penalty 3768.402927 = -11361833.658588
  nChanged 121
		SP:Iteration 13Q (26661.960000 sec): 3 clusters
  Score: Raw -11365718.967252 + Penalty 3768.402927 = -11361950.564326
  nChanged 63
		SP:Iteration 14Q (26662.580000 sec): 3 clusters
  Score: Raw -11365769.526659 + Penalty 3768.402927 = -11362001.123732
  nChanged 32
		SP:Iteration 15Q (26663.150000 sec): 3 clusters
  Score: Raw -11365800.480785 + Penalty 3768.402927 = -11362032.077858
  nChanged 27
		SP:Iteration 16Q (26663.780000 sec): 3 clusters
  Score: Raw -11365823.854843 + Penalty 3768.402927 = -11362055.451916
  nChanged 23
		SP:Iteration 17Q (26664.580000 sec): 3 clusters
  Score: Raw -11365840.412878 + Penalty 3768.402927 = -11362072.009951
  nChanged 19
		SP:Iteration 18Q (26665.290000 sec): 3 clusters
  Score: Raw -11365855.594471 + Penalty 3768.402927 = -11362087.191544
  nChanged 21
		SP:Iteration 19Q (26666.090000 sec): 3 clusters
  Score: Raw -11365869.896507 + Penalty 3768.402927 = -11362101.493580
  nChanged 16
		SP:Iteration 20F (26666.880000 sec): 3 clusters
  Score: Raw -11365880.708090 + Penalty 3768.402927 = -11362112.305164
  nChanged 9
		SP:Iteration 21Q (26667.510000 sec): 3 clusters
  Score: Raw -11365886.955836 + Penalty 3768.402927 = -11362118.552909
  nChanged 6
		SP:Iteration 22Q (26668.150000 sec): 3 clusters
  Score: Raw -11365890.659676 + Penalty 3768.402927 = -11362122.256749
  nChanged 4
		SP:Iteration 23Q (26668.730000 sec): 3 clusters
  Score: Raw -11365893.937690 + Penalty 3768.402927 = -11362125.534764
  nChanged 4
		SP:Iteration 24Q (26669.400000 sec): 3 clusters
  Score: Raw -11365895.803463 + Penalty 3768.402927 = -11362127.400536
  nChanged 2
		SP:Iteration 25Q (26670.050000 sec): 3 clusters
  Score: Raw -11365897.439398 + Penalty 3768.402927 = -11362129.036471
  nChanged 3
		SP:Iteration 26Q (26670.620000 sec): 3 clusters
  Score: Raw -11365899.291416 + Penalty 3768.402927 = -11362130.888489
  nChanged 4
		SP:Iteration 27Q (26671.290000 sec): 3 clusters
  Score: Raw -11365902.042297 + Penalty 3768.402927 = -11362133.639370
  nChanged 1
		SP:Iteration 28Q (26671.930000 sec): 3 clusters
  Score: Raw -11365902.898508 + Penalty 3768.402927 = -11362134.495581
  nChanged 1
		SP:Iteration 29Q (26672.510000 sec): 3 clusters
  Score: Raw -11365903.457828 + Penalty 3768.402927 = -11362135.054901
  nChanged 0
		SP:Iteration 30F (26673.280000 sec): 3 clusters
  Score: Raw -11365903.457828 + Penalty 3768.402927 = -11362135.054901
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (3891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26673.430000 sec): 2 clusters
  Score: Raw -427814.812760 + Penalty 1343.293489 = -426471.519271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26673.650000 sec): 3 clusters
  Score: Raw -425861.830529 + Penalty 2686.586979 = -423175.243551
  nChanged 1515
		SP:Iteration 1F (26673.790000 sec): 3 clusters
  Score: Raw -426675.190878 + Penalty 2686.586979 = -423988.603899
  nChanged 272
		SP:Iteration 2F (26673.950000 sec): 3 clusters
  Score: Raw -426824.366144 + Penalty 2686.586979 = -424137.779166
  nChanged 172
		SP:Iteration 3Q (26674.110000 sec): 3 clusters
  Score: Raw -426899.218485 + Penalty 2686.586979 = -424212.631506
  nChanged 111
		SP:Iteration 4Q (26674.310000 sec): 3 clusters
  Score: Raw -426942.829043 + Penalty 2686.586979 = -424256.242064
  nChanged 93
		SP:Iteration 5Q (26674.520000 sec): 3 clusters
  Score: Raw -426974.834257 + Penalty 2686.586979 = -424288.247278
  nChanged 71
		SP:Iteration 6Q (26674.690000 sec): 3 clusters
  Score: Raw -427006.409808 + Penalty 2686.586979 = -424319.822829
  nChanged 79
		SP:Iteration 7Q (26674.840000 sec): 3 clusters
  Score: Raw -427043.646067 + Penalty 2686.586979 = -424357.059088
  nChanged 89
		SP:Iteration 8Q (26675.000000 sec): 3 clusters
  Score: Raw -427085.407664 + Penalty 2686.586979 = -424398.820685
  nChanged 73
		SP:Iteration 9Q (26675.130000 sec): 3 clusters
  Score: Raw -427119.340264 + Penalty 2686.586979 = -424432.753286
  nChanged 65
		SP:Iteration 10Q (26675.280000 sec): 3 clusters
  Score: Raw -427144.636529 + Penalty 2686.586979 = -424458.049551
  nChanged 64
		SP:Iteration 11Q (26675.570000 sec): 3 clusters
  Score: Raw -427173.239051 + Penalty 2686.586979 = -424486.652072
  nChanged 70
		SP:Iteration 12Q (26675.780000 sec): 3 clusters
  Score: Raw -427205.433297 + Penalty 2686.586979 = -424518.846319
  nChanged 52
		SP:Iteration 13Q (26676.020000 sec): 3 clusters
  Score: Raw -427229.535699 + Penalty 2686.586979 = -424542.948721
  nChanged 66
		SP:Iteration 14Q (26676.210000 sec): 3 clusters
  Score: Raw -427268.901565 + Penalty 2686.586979 = -424582.314586
  nChanged 81
		SP:Iteration 15Q (26676.410000 sec): 3 clusters
  Score: Raw -427313.259223 + Penalty 2686.586979 = -424626.672245
  nChanged 71
		SP:Iteration 16Q (26676.650000 sec): 3 clusters
  Score: Raw -427349.752450 + Penalty 2686.586979 = -424663.165471
  nChanged 77
		SP:Iteration 17Q (26676.850000 sec): 3 clusters
  Score: Raw -427399.420595 + Penalty 2686.586979 = -424712.833616
  nChanged 83
		SP:Iteration 18Q (26677.010000 sec): 3 clusters
  Score: Raw -427459.037085 + Penalty 2686.586979 = -424772.450106
  nChanged 89
		SP:Iteration 19Q (26677.220000 sec): 3 clusters
  Score: Raw -427517.189516 + Penalty 2686.586979 = -424830.602538
  nChanged 81
		SP:Iteration 20F (26677.440000 sec): 3 clusters
  Score: Raw -427575.981481 + Penalty 2686.586979 = -424889.394502
  nChanged 82
		SP:Iteration 21Q (26677.620000 sec): 3 clusters
  Score: Raw -427630.817914 + Penalty 2686.586979 = -424944.230936
  nChanged 66
		SP:Iteration 22Q (26677.850000 sec): 3 clusters
  Score: Raw -427680.007785 + Penalty 2686.586979 = -424993.420806
  nChanged 52
		SP:Iteration 23Q (26678.050000 sec): 3 clusters
  Score: Raw -427719.160122 + Penalty 2686.586979 = -425032.573143
  nChanged 57
		SP:Iteration 24Q (26678.230000 sec): 3 clusters
  Score: Raw -427777.478847 + Penalty 2686.586979 = -425090.891868
  nChanged 54
		SP:Iteration 25Q (26678.430000 sec): 3 clusters
  Score: Raw -427834.195335 + Penalty 2686.586979 = -425147.608356
  nChanged 44
		SP:Iteration 26Q (26678.590000 sec): 3 clusters
  Score: Raw -427870.841853 + Penalty 2686.586979 = -425184.254874
  nChanged 27
		SP:Iteration 27Q (26678.830000 sec): 3 clusters
  Score: Raw -427892.541420 + Penalty 2686.586979 = -425205.954441
  nChanged 29
		SP:Iteration 28Q (26678.990000 sec): 3 clusters
  Score: Raw -427918.302640 + Penalty 2686.586979 = -425231.715661
  nChanged 22
		SP:Iteration 29Q (26679.180000 sec): 3 clusters
  Score: Raw -427941.453057 + Penalty 2686.586979 = -425254.866078
  nChanged 19
		SP:Iteration 30Q (26679.350000 sec): 3 clusters
  Score: Raw -427962.227409 + Penalty 2686.586979 = -425275.640430
  nChanged 15
		SP:Iteration 31Q (26679.540000 sec): 3 clusters
  Score: Raw -427976.324041 + Penalty 2686.586979 = -425289.737062
  nChanged 8
		SP:Iteration 32Q (26679.720000 sec): 3 clusters
  Score: Raw -427985.925462 + Penalty 2686.586979 = -425299.338484
  nChanged 8
		SP:Iteration 33Q (26679.910000 sec): 3 clusters
  Score: Raw -427992.954053 + Penalty 2686.586979 = -425306.367074
  nChanged 10
		SP:Iteration 34Q (26680.080000 sec): 3 clusters
  Score: Raw -428002.928911 + Penalty 2686.586979 = -425316.341932
  nChanged 6
		SP:Iteration 35Q (26680.310000 sec): 3 clusters
  Score: Raw -428009.294815 + Penalty 2686.586979 = -425322.707837
  nChanged 3
		SP:Iteration 36Q (26680.450000 sec): 3 clusters
  Score: Raw -428013.575939 + Penalty 2686.586979 = -425326.988960
  nChanged 3
		SP:Iteration 37Q (26680.620000 sec): 3 clusters
  Score: Raw -428017.223791 + Penalty 2686.586979 = -425330.636813
  nChanged 2
		SP:Iteration 38Q (26680.760000 sec): 3 clusters
  Score: Raw -428019.536253 + Penalty 2686.586979 = -425332.949275
  nChanged 2
		SP:Iteration 39Q (26680.950000 sec): 3 clusters
  Score: Raw -428022.214122 + Penalty 2686.586979 = -425335.627143
  nChanged 1
		SP:Iteration 40F (26681.100000 sec): 3 clusters
  Score: Raw -428024.284983 + Penalty 2686.586979 = -425337.698004
  nChanged 4
		SP:Iteration 41Q (26681.270000 sec): 3 clusters
  Score: Raw -428030.524427 + Penalty 2686.586979 = -425343.937449
  nChanged 6
		SP:Iteration 42Q (26681.440000 sec): 3 clusters
  Score: Raw -428035.505844 + Penalty 2686.586979 = -425348.918866
  nChanged 3
		SP:Iteration 43Q (26681.610000 sec): 3 clusters
  Score: Raw -428039.600403 + Penalty 2686.586979 = -425353.013424
  nChanged 4
		SP:Iteration 44Q (26681.790000 sec): 3 clusters
  Score: Raw -428042.650661 + Penalty 2686.586979 = -425356.063682
  nChanged 1
		SP:Iteration 45Q (26682.010000 sec): 3 clusters
  Score: Raw -428043.884125 + Penalty 2686.586979 = -425357.297146
  nChanged 1
		SP:Iteration 46Q (26682.180000 sec): 3 clusters
  Score: Raw -428044.494469 + Penalty 2686.586979 = -425357.907490
  nChanged 1
		SP:Iteration 47Q (26682.390000 sec): 3 clusters
  Score: Raw -428045.168882 + Penalty 2686.586979 = -425358.581903
  nChanged 0
		SP:Iteration 48F (26682.550000 sec): 3 clusters
  Score: Raw -428045.168882 + Penalty 2686.586979 = -425358.581903
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 10 (11416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26682.690000 sec): 2 clusters
  Score: Raw -1106719.528993 + Penalty 1518.200313 = -1105201.328679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26682.950000 sec): 3 clusters
  Score: Raw -1100147.149485 + Penalty 3036.400627 = -1097110.748858
  nChanged 4986
		SP:Iteration 1F (26683.130000 sec): 3 clusters
  Score: Raw -1102918.706168 + Penalty 3036.400627 = -1099882.305541
  nChanged 666
		SP:Iteration 2F (26683.320000 sec): 3 clusters
  Score: Raw -1103182.945451 + Penalty 3036.400627 = -1100146.544824
  nChanged 539
		SP:Iteration 3Q (26683.560000 sec): 3 clusters
  Score: Raw -1103395.024639 + Penalty 3036.400627 = -1100358.624012
  nChanged 513
		SP:Iteration 4Q (26683.870000 sec): 3 clusters
  Score: Raw -1103597.802743 + Penalty 3036.400627 = -1100561.402117
  nChanged 466
		SP:Iteration 5Q (26684.140000 sec): 3 clusters
  Score: Raw -1103769.381513 + Penalty 3036.400627 = -1100732.980886
  nChanged 400
		SP:Iteration 6Q (26684.400000 sec): 3 clusters
  Score: Raw -1103906.613672 + Penalty 3036.400627 = -1100870.213045
  nChanged 362
		SP:Iteration 7Q (26684.630000 sec): 3 clusters
  Score: Raw -1104037.326626 + Penalty 3036.400627 = -1101000.925999
  nChanged 346
		SP:Iteration 8Q (26684.810000 sec): 3 clusters
  Score: Raw -1104169.959914 + Penalty 3036.400627 = -1101133.559287
  nChanged 348
		SP:Iteration 9Q (26685.080000 sec): 3 clusters
  Score: Raw -1104305.954419 + Penalty 3036.400627 = -1101269.553792
  nChanged 338
		SP:Iteration 10Q (26685.290000 sec): 3 clusters
  Score: Raw -1104451.777897 + Penalty 3036.400627 = -1101415.377271
  nChanged 334
		SP:Iteration 11Q (26685.570000 sec): 3 clusters
  Score: Raw -1104599.194890 + Penalty 3036.400627 = -1101562.794263
  nChanged 315
		SP:Iteration 12Q (26685.780000 sec): 3 clusters
  Score: Raw -1104767.754788 + Penalty 3036.400627 = -1101731.354161
  nChanged 373
		SP:Iteration 13Q (26686.000000 sec): 3 clusters
  Score: Raw -1104974.526664 + Penalty 3036.400627 = -1101938.126037
  nChanged 367
		SP:Iteration 14Q (26686.250000 sec): 3 clusters
  Score: Raw -1105162.312152 + Penalty 3036.400627 = -1102125.911525
  nChanged 324
		SP:Iteration 15Q (26686.490000 sec): 3 clusters
  Score: Raw -1105322.116307 + Penalty 3036.400627 = -1102285.715680
  nChanged 285
		SP:Iteration 16Q (26686.760000 sec): 3 clusters
  Score: Raw -1105447.629512 + Penalty 3036.400627 = -1102411.228886
  nChanged 233
		SP:Iteration 17Q (26687.040000 sec): 3 clusters
  Score: Raw -1105534.510432 + Penalty 3036.400627 = -1102498.109806
  nChanged 186
		SP:Iteration 18Q (26687.300000 sec): 3 clusters
  Score: Raw -1105594.039766 + Penalty 3036.400627 = -1102557.639140
  nChanged 160
		SP:Iteration 19Q (26687.590000 sec): 3 clusters
  Score: Raw -1105633.208864 + Penalty 3036.400627 = -1102596.808237
  nChanged 125
		SP:Iteration 20F (26687.800000 sec): 3 clusters
  Score: Raw -1105665.033116 + Penalty 3036.400627 = -1102628.632489
  nChanged 102
		SP:Iteration 21Q (26688.040000 sec): 3 clusters
  Score: Raw -1105696.160829 + Penalty 3036.400627 = -1102659.760202
  nChanged 111
		SP:Iteration 22Q (26688.330000 sec): 3 clusters
  Score: Raw -1105729.781874 + Penalty 3036.400627 = -1102693.381247
  nChanged 105
		SP:Iteration 23Q (26688.530000 sec): 3 clusters
  Score: Raw -1105759.396531 + Penalty 3036.400627 = -1102722.995904
  nChanged 101
		SP:Iteration 24Q (26688.770000 sec): 3 clusters
  Score: Raw -1105785.410523 + Penalty 3036.400627 = -1102749.009896
  nChanged 97
		SP:Iteration 25Q (26689.050000 sec): 3 clusters
  Score: Raw -1105811.868973 + Penalty 3036.400627 = -1102775.468346
  nChanged 100
		SP:Iteration 26Q (26689.300000 sec): 3 clusters
  Score: Raw -1105839.250001 + Penalty 3036.400627 = -1102802.849374
  nChanged 107
		SP:Iteration 27Q (26689.540000 sec): 3 clusters
  Score: Raw -1105868.225548 + Penalty 3036.400627 = -1102831.824922
  nChanged 117
		SP:Iteration 28Q (26689.810000 sec): 3 clusters
  Score: Raw -1105900.436240 + Penalty 3036.400627 = -1102864.035613
  nChanged 118
		SP:Iteration 29Q (26690.070000 sec): 3 clusters
  Score: Raw -1105934.749835 + Penalty 3036.400627 = -1102898.349208
  nChanged 110
		SP:Iteration 30Q (26690.310000 sec): 3 clusters
  Score: Raw -1105967.820531 + Penalty 3036.400627 = -1102931.419904
  nChanged 102
		SP:Iteration 31Q (26690.540000 sec): 3 clusters
  Score: Raw -1106003.303488 + Penalty 3036.400627 = -1102966.902861
  nChanged 121
		SP:Iteration 32Q (26690.800000 sec): 3 clusters
  Score: Raw -1106043.848556 + Penalty 3036.400627 = -1103007.447929
  nChanged 122
		SP:Iteration 33Q (26691.120000 sec): 3 clusters
  Score: Raw -1106081.887816 + Penalty 3036.400627 = -1103045.487189
  nChanged 112
		SP:Iteration 34Q (26691.370000 sec): 3 clusters
  Score: Raw -1106121.671071 + Penalty 3036.400627 = -1103085.270445
  nChanged 130
		SP:Iteration 35Q (26691.590000 sec): 3 clusters
  Score: Raw -1106167.563582 + Penalty 3036.400627 = -1103131.162955
  nChanged 122
		SP:Iteration 36Q (26691.870000 sec): 3 clusters
  Score: Raw -1106217.595623 + Penalty 3036.400627 = -1103181.194996
  nChanged 151
		SP:Iteration 37Q (26692.050000 sec): 3 clusters
  Score: Raw -1106282.786846 + Penalty 3036.400627 = -1103246.386220
  nChanged 147
		SP:Iteration 38Q (26692.290000 sec): 3 clusters
  Score: Raw -1106347.369600 + Penalty 3036.400627 = -1103310.968974
  nChanged 141
		SP:Iteration 39Q (26692.530000 sec): 3 clusters
  Score: Raw -1106406.252832 + Penalty 3036.400627 = -1103369.852205
  nChanged 114
		SP:Iteration 40F (26692.730000 sec): 3 clusters
  Score: Raw -1106455.691756 + Penalty 3036.400627 = -1103419.291130
  nChanged 112
		SP:Iteration 41Q (26692.940000 sec): 3 clusters
  Score: Raw -1106516.561063 + Penalty 3036.400627 = -1103480.160436
  nChanged 122
		SP:Iteration 42Q (26693.170000 sec): 3 clusters
  Score: Raw -1106603.924607 + Penalty 3036.400627 = -1103567.523981
  nChanged 139
		SP:Iteration 43Q (26693.420000 sec): 3 clusters
  Score: Raw -1106699.687965 + Penalty 3036.400627 = -1103663.287338
  nChanged 135
		SP:Iteration 44Q (26693.680000 sec): 3 clusters
  Score: Raw -1106797.533700 + Penalty 3036.400627 = -1103761.133073
  nChanged 129
		SP:Iteration 45Q (26693.970000 sec): 3 clusters
  Score: Raw -1106889.603824 + Penalty 3036.400627 = -1103853.203198
  nChanged 125
		SP:Iteration 46Q (26694.160000 sec): 3 clusters
  Score: Raw -1106971.052893 + Penalty 3036.400627 = -1103934.652266
  nChanged 116
		SP:Iteration 47Q (26694.450000 sec): 3 clusters
  Score: Raw -1107027.413846 + Penalty 3036.400627 = -1103991.013219
  nChanged 88
		SP:Iteration 48Q (26694.620000 sec): 3 clusters
  Score: Raw -1107062.845683 + Penalty 3036.400627 = -1104026.445056
  nChanged 70
		SP:Iteration 49Q (26694.820000 sec): 3 clusters
  Score: Raw -1107085.525772 + Penalty 3036.400627 = -1104049.125146
  nChanged 50
		SP:Iteration 50Q (26695.080000 sec): 3 clusters
  Score: Raw -1107099.674830 + Penalty 3036.400627 = -1104063.274204
  nChanged 32
		SP:Iteration 51Q (26695.300000 sec): 3 clusters
  Score: Raw -1107106.316728 + Penalty 3036.400627 = -1104069.916101
  nChanged 17
		SP:Iteration 52Q (26695.540000 sec): 3 clusters
  Score: Raw -1107110.122284 + Penalty 3036.400627 = -1104073.721657
  nChanged 13
		SP:Iteration 53Q (26695.780000 sec): 3 clusters
  Score: Raw -1107112.814330 + Penalty 3036.400627 = -1104076.413703
  nChanged 11
		SP:Iteration 54Q (26696.050000 sec): 3 clusters
  Score: Raw -1107114.481987 + Penalty 3036.400627 = -1104078.081361
  nChanged 10
		SP:Iteration 55Q (26696.260000 sec): 3 clusters
  Score: Raw -1107115.916689 + Penalty 3036.400627 = -1104079.516063
  nChanged 5
		SP:Iteration 56Q (26696.500000 sec): 3 clusters
  Score: Raw -1107116.908642 + Penalty 3036.400627 = -1104080.508015
  nChanged 3
		SP:Iteration 57Q (26696.740000 sec): 3 clusters
  Score: Raw -1107117.554637 + Penalty 3036.400627 = -1104081.154010
  nChanged 5
		SP:Iteration 58Q (26697.000000 sec): 3 clusters
  Score: Raw -1107118.108385 + Penalty 3036.400627 = -1104081.707758
  nChanged 4
		SP:Iteration 59Q (26697.240000 sec): 3 clusters
  Score: Raw -1107118.524614 + Penalty 3036.400627 = -1104082.123987
  nChanged 1
		SP:Iteration 60F (26697.460000 sec): 3 clusters
  Score: Raw -1107118.828511 + Penalty 3036.400627 = -1104082.427885
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 11 (4910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26697.560000 sec): 2 clusters
  Score: Raw -452671.727019 + Penalty 1381.092248 = -451290.634771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26697.760000 sec): 3 clusters
  Score: Raw -450165.724861 + Penalty 2762.184497 = -447403.540364
  nChanged 1986
		SP:Iteration 1F (26697.970000 sec): 3 clusters
  Score: Raw -451378.659532 + Penalty 2762.184497 = -448616.475035
  nChanged 401
		SP:Iteration 2F (26698.190000 sec): 3 clusters
  Score: Raw -451653.605373 + Penalty 2762.184497 = -448891.420876
  nChanged 300
		SP:Iteration 3F (26698.380000 sec): 3 clusters
  Score: Raw -451867.688929 + Penalty 2762.184497 = -449105.504432
  nChanged 271
		SP:Iteration 4F (26698.650000 sec): 3 clusters
  Score: Raw -452055.338381 + Penalty 2762.184497 = -449293.153884
  nChanged 260
		SP:Iteration 5F (26698.870000 sec): 3 clusters
  Score: Raw -452229.421662 + Penalty 2762.184497 = -449467.237165
  nChanged 216
		SP:Iteration 6Q (26699.040000 sec): 3 clusters
  Score: Raw -452368.319528 + Penalty 2762.184497 = -449606.135031
  nChanged 200
		SP:Iteration 7Q (26699.180000 sec): 3 clusters
  Score: Raw -452510.169298 + Penalty 2762.184497 = -449747.984801
  nChanged 191
		SP:Iteration 8Q (26699.360000 sec): 3 clusters
  Score: Raw -452668.245861 + Penalty 2762.184497 = -449906.061364
  nChanged 183
		SP:Iteration 9Q (26699.600000 sec): 3 clusters
  Score: Raw -452837.467734 + Penalty 2762.184497 = -450075.283237
  nChanged 180
		SP:Iteration 10Q (26699.790000 sec): 3 clusters
  Score: Raw -453014.820277 + Penalty 2762.184497 = -450252.635780
  nChanged 147
		SP:Iteration 11Q (26699.980000 sec): 3 clusters
  Score: Raw -453143.943068 + Penalty 2762.184497 = -450381.758571
  nChanged 117
		SP:Iteration 12Q (26700.160000 sec): 3 clusters
  Score: Raw -453241.456924 + Penalty 2762.184497 = -450479.272427
  nChanged 98
		SP:Iteration 13Q (26700.340000 sec): 3 clusters
  Score: Raw -453333.903723 + Penalty 2762.184497 = -450571.719227
  nChanged 97
		SP:Iteration 14Q (26700.530000 sec): 3 clusters
  Score: Raw -453415.483425 + Penalty 2762.184497 = -450653.298928
  nChanged 83
		SP:Iteration 15Q (26700.740000 sec): 3 clusters
  Score: Raw -453472.972875 + Penalty 2762.184497 = -450710.788378
  nChanged 61
		SP:Iteration 16Q (26700.890000 sec): 3 clusters
  Score: Raw -453505.515377 + Penalty 2762.184497 = -450743.330880
  nChanged 39
		SP:Iteration 17Q (26701.060000 sec): 3 clusters
  Score: Raw -453522.602344 + Penalty 2762.184497 = -450760.417847
  nChanged 31
		SP:Iteration 18Q (26701.230000 sec): 3 clusters
  Score: Raw -453539.240078 + Penalty 2762.184497 = -450777.055582
  nChanged 30
		SP:Iteration 19Q (26701.420000 sec): 3 clusters
  Score: Raw -453556.316505 + Penalty 2762.184497 = -450794.132008
  nChanged 32
		SP:Iteration 20F (26701.590000 sec): 3 clusters
  Score: Raw -453577.001576 + Penalty 2762.184497 = -450814.817080
  nChanged 33
		SP:Iteration 21Q (26701.730000 sec): 3 clusters
  Score: Raw -453591.531626 + Penalty 2762.184497 = -450829.347130
  nChanged 12
		SP:Iteration 22Q (26701.940000 sec): 3 clusters
  Score: Raw -453596.284414 + Penalty 2762.184497 = -450834.099917
  nChanged 9
		SP:Iteration 23Q (26702.120000 sec): 3 clusters
  Score: Raw -453599.585596 + Penalty 2762.184497 = -450837.401099
  nChanged 7
		SP:Iteration 24Q (26702.300000 sec): 3 clusters
  Score: Raw -453600.955848 + Penalty 2762.184497 = -450838.771351
  nChanged 6
		SP:Iteration 25Q (26702.510000 sec): 3 clusters
  Score: Raw -453602.182736 + Penalty 2762.184497 = -450839.998239
  nChanged 5
		SP:Iteration 26Q (26702.680000 sec): 3 clusters
  Score: Raw -453604.616690 + Penalty 2762.184497 = -450842.432193
  nChanged 4
		SP:Iteration 27Q (26702.880000 sec): 3 clusters
  Score: Raw -453606.853159 + Penalty 2762.184497 = -450844.668662
  nChanged 4
		SP:Iteration 28Q (26703.080000 sec): 3 clusters
  Score: Raw -453609.641690 + Penalty 2762.184497 = -450847.457193
  nChanged 5
		SP:Iteration 29Q (26703.260000 sec): 3 clusters
  Score: Raw -453610.855185 + Penalty 2762.184497 = -450848.670688
  nChanged 1
		SP:Iteration 30Q (26703.470000 sec): 3 clusters
  Score: Raw -453611.137774 + Penalty 2762.184497 = -450848.953277
  nChanged 2
		SP:Iteration 31Q (26703.670000 sec): 3 clusters
  Score: Raw -453611.351897 + Penalty 2762.184497 = -450849.167401
  nChanged 0
		SP:Iteration 32F (26703.880000 sec): 3 clusters
  Score: Raw -453611.351897 + Penalty 2762.184497 = -450849.167401
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 12 (8618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26703.990000 sec): 2 clusters
  Score: Raw -822891.003884 + Penalty 1472.511352 = -821418.492533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26704.210000 sec): 3 clusters
  Score: Raw -818093.505885 + Penalty 2945.022703 = -815148.483182
  nChanged 3700
		SP:Iteration 1F (26704.390000 sec): 3 clusters
  Score: Raw -820184.631054 + Penalty 2945.022703 = -817239.608351
  nChanged 623
		SP:Iteration 2F (26704.590000 sec): 3 clusters
  Score: Raw -820529.329537 + Penalty 2945.022703 = -817584.306834
  nChanged 539
		SP:Iteration 3F (26704.820000 sec): 3 clusters
  Score: Raw -820828.929408 + Penalty 2945.022703 = -817883.906704
  nChanged 462
		SP:Iteration 4F (26705.080000 sec): 3 clusters
  Score: Raw -821052.318519 + Penalty 2945.022703 = -818107.295815
  nChanged 378
		SP:Iteration 5Q (26705.280000 sec): 3 clusters
  Score: Raw -821209.829404 + Penalty 2945.022703 = -818264.806701
  nChanged 319
		SP:Iteration 6Q (26705.520000 sec): 3 clusters
  Score: Raw -821362.303384 + Penalty 2945.022703 = -818417.280681
  nChanged 291
		SP:Iteration 7Q (26705.730000 sec): 3 clusters
  Score: Raw -821490.193389 + Penalty 2945.022703 = -818545.170686
  nChanged 253
		SP:Iteration 8Q (26705.950000 sec): 3 clusters
  Score: Raw -821610.542315 + Penalty 2945.022703 = -818665.519612
  nChanged 277
		SP:Iteration 9Q (26706.160000 sec): 3 clusters
  Score: Raw -821744.174388 + Penalty 2945.022703 = -818799.151685
  nChanged 249
		SP:Iteration 10Q (26706.340000 sec): 3 clusters
  Score: Raw -821869.322935 + Penalty 2945.022703 = -818924.300231
  nChanged 260
		SP:Iteration 11Q (26706.550000 sec): 3 clusters
  Score: Raw -822015.148704 + Penalty 2945.022703 = -819070.126001
  nChanged 225
		SP:Iteration 12Q (26706.730000 sec): 3 clusters
  Score: Raw -822142.203741 + Penalty 2945.022703 = -819197.181038
  nChanged 239
		SP:Iteration 13Q (26707.000000 sec): 3 clusters
  Score: Raw -822268.888372 + Penalty 2945.022703 = -819323.865668
  nChanged 201
		SP:Iteration 14Q (26707.180000 sec): 3 clusters
  Score: Raw -822375.348153 + Penalty 2945.022703 = -819430.325450
  nChanged 196
		SP:Iteration 15Q (26707.460000 sec): 3 clusters
  Score: Raw -822468.787639 + Penalty 2945.022703 = -819523.764935
  nChanged 164
		SP:Iteration 16Q (26707.630000 sec): 3 clusters
  Score: Raw -822537.150225 + Penalty 2945.022703 = -819592.127522
  nChanged 132
		SP:Iteration 17Q (26707.880000 sec): 3 clusters
  Score: Raw -822589.085225 + Penalty 2945.022703 = -819644.062521
  nChanged 117
		SP:Iteration 18Q (26708.050000 sec): 3 clusters
  Score: Raw -822633.698339 + Penalty 2945.022703 = -819688.675636
  nChanged 97
		SP:Iteration 19Q (26708.280000 sec): 3 clusters
  Score: Raw -822673.482733 + Penalty 2945.022703 = -819728.460029
  nChanged 96
		SP:Iteration 20F (26708.550000 sec): 3 clusters
  Score: Raw -822724.747728 + Penalty 2945.022703 = -819779.725024
  nChanged 116
		SP:Iteration 21Q (26708.730000 sec): 3 clusters
  Score: Raw -822788.414308 + Penalty 2945.022703 = -819843.391605
  nChanged 142
		SP:Iteration 22Q (26708.990000 sec): 3 clusters
  Score: Raw -822863.070626 + Penalty 2945.022703 = -819918.047923
  nChanged 148
		SP:Iteration 23Q (26709.220000 sec): 3 clusters
  Score: Raw -822954.029969 + Penalty 2945.022703 = -820009.007266
  nChanged 165
		SP:Iteration 24Q (26709.400000 sec): 3 clusters
  Score: Raw -823075.626507 + Penalty 2945.022703 = -820130.603804
  nChanged 179
		SP:Iteration 25Q (26709.600000 sec): 3 clusters
  Score: Raw -823188.781318 + Penalty 2945.022703 = -820243.758614
  nChanged 158
		SP:Iteration 26Q (26709.800000 sec): 3 clusters
  Score: Raw -823290.711575 + Penalty 2945.022703 = -820345.688872
  nChanged 180
		SP:Iteration 27Q (26710.090000 sec): 3 clusters
  Score: Raw -823409.789594 + Penalty 2945.022703 = -820464.766890
  nChanged 160
		SP:Iteration 28Q (26710.390000 sec): 3 clusters
  Score: Raw -823523.516155 + Penalty 2945.022703 = -820578.493452
  nChanged 170
		SP:Iteration 29Q (26710.600000 sec): 3 clusters
  Score: Raw -823635.958094 + Penalty 2945.022703 = -820690.935391
  nChanged 155
		SP:Iteration 30Q (26710.850000 sec): 3 clusters
  Score: Raw -823722.370898 + Penalty 2945.022703 = -820777.348194
  nChanged 134
		SP:Iteration 31Q (26711.110000 sec): 3 clusters
  Score: Raw -823795.231379 + Penalty 2945.022703 = -820850.208676
  nChanged 99
		SP:Iteration 32Q (26711.340000 sec): 3 clusters
  Score: Raw -823843.176236 + Penalty 2945.022703 = -820898.153533
  nChanged 99
		SP:Iteration 33Q (26711.580000 sec): 3 clusters
  Score: Raw -823888.468668 + Penalty 2945.022703 = -820943.445965
  nChanged 89
		SP:Iteration 34Q (26711.780000 sec): 3 clusters
  Score: Raw -823918.477868 + Penalty 2945.022703 = -820973.455164
  nChanged 66
		SP:Iteration 35Q (26711.980000 sec): 3 clusters
  Score: Raw -823940.125515 + Penalty 2945.022703 = -820995.102811
  nChanged 58
		SP:Iteration 36Q (26712.200000 sec): 3 clusters
  Score: Raw -823957.288845 + Penalty 2945.022703 = -821012.266141
  nChanged 38
		SP:Iteration 37Q (26712.400000 sec): 3 clusters
  Score: Raw -823968.913248 + Penalty 2945.022703 = -821023.890545
  nChanged 27
		SP:Iteration 38Q (26712.650000 sec): 3 clusters
  Score: Raw -823973.005661 + Penalty 2945.022703 = -821027.982958
  nChanged 14
		SP:Iteration 39Q (26712.880000 sec): 3 clusters
  Score: Raw -823975.169911 + Penalty 2945.022703 = -821030.147208
  nChanged 17
		SP:Iteration 40F (26713.110000 sec): 3 clusters
  Score: Raw -823980.906290 + Penalty 2945.022703 = -821035.883587
  nChanged 21
		SP:Iteration 41Q (26713.340000 sec): 3 clusters
  Score: Raw -823984.335887 + Penalty 2945.022703 = -821039.313183
  nChanged 15
		SP:Iteration 42Q (26713.560000 sec): 3 clusters
  Score: Raw -823988.467718 + Penalty 2945.022703 = -821043.445015
  nChanged 21
		SP:Iteration 43Q (26713.830000 sec): 3 clusters
  Score: Raw -823993.580641 + Penalty 2945.022703 = -821048.557937
  nChanged 20
		SP:Iteration 44Q (26714.010000 sec): 3 clusters
  Score: Raw -823997.532441 + Penalty 2945.022703 = -821052.509738
  nChanged 14
		SP:Iteration 45Q (26714.240000 sec): 3 clusters
  Score: Raw -824000.007643 + Penalty 2945.022703 = -821054.984940
  nChanged 7
		SP:Iteration 46Q (26714.490000 sec): 3 clusters
  Score: Raw -824000.939603 + Penalty 2945.022703 = -821055.916900
  nChanged 4
		SP:Iteration 47Q (26714.720000 sec): 3 clusters
  Score: Raw -824001.453553 + Penalty 2945.022703 = -821056.430849
  nChanged 2
		SP:Iteration 48Q (26714.910000 sec): 3 clusters
  Score: Raw -824001.535057 + Penalty 2945.022703 = -821056.512354
  nChanged 0
		SP:Iteration 49F (26715.200000 sec): 3 clusters
  Score: Raw -824001.535057 + Penalty 2945.022703 = -821056.512354
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 13 (4163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26715.260000 sec): 2 clusters
  Score: Raw -391929.586703 + Penalty 1354.273578 = -390575.313125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26715.450000 sec): 3 clusters
  Score: Raw -389821.211468 + Penalty 2708.547155 = -387112.664313
  nChanged 1645
		SP:Iteration 1F (26715.650000 sec): 3 clusters
  Score: Raw -390809.225358 + Penalty 2708.547155 = -388100.678203
  nChanged 355
		SP:Iteration 2F (26715.820000 sec): 3 clusters
  Score: Raw -391095.248912 + Penalty 2708.547155 = -388386.701756
  nChanged 284
		SP:Iteration 3F (26716.000000 sec): 3 clusters
  Score: Raw -391328.832579 + Penalty 2708.547155 = -388620.285424
  nChanged 258
		SP:Iteration 4F (26716.240000 sec): 3 clusters
  Score: Raw -391578.010487 + Penalty 2708.547155 = -388869.463331
  nChanged 234
		SP:Iteration 5F (26716.440000 sec): 3 clusters
  Score: Raw -391776.032206 + Penalty 2708.547155 = -389067.485051
  nChanged 186
		SP:Iteration 6Q (26716.620000 sec): 3 clusters
  Score: Raw -391924.602449 + Penalty 2708.547155 = -389216.055294
  nChanged 136
		SP:Iteration 7Q (26716.900000 sec): 3 clusters
  Score: Raw -392020.454679 + Penalty 2708.547155 = -389311.907524
  nChanged 113
		SP:Iteration 8Q (26717.130000 sec): 3 clusters
  Score: Raw -392095.653240 + Penalty 2708.547155 = -389387.106084
  nChanged 89
		SP:Iteration 9Q (26717.390000 sec): 3 clusters
  Score: Raw -392179.377419 + Penalty 2708.547155 = -389470.830264
  nChanged 83
		SP:Iteration 10Q (26717.590000 sec): 3 clusters
  Score: Raw -392235.818058 + Penalty 2708.547155 = -389527.270903
  nChanged 68
		SP:Iteration 11Q (26717.850000 sec): 3 clusters
  Score: Raw -392280.850391 + Penalty 2708.547155 = -389572.303236
  nChanged 55
		SP:Iteration 12Q (26718.070000 sec): 3 clusters
  Score: Raw -392326.003452 + Penalty 2708.547155 = -389617.456297
  nChanged 46
		SP:Iteration 13Q (26718.330000 sec): 3 clusters
  Score: Raw -392362.751021 + Penalty 2708.547155 = -389654.203865
  nChanged 48
		SP:Iteration 14Q (26718.530000 sec): 3 clusters
  Score: Raw -392395.526469 + Penalty 2708.547155 = -389686.979314
  nChanged 40
		SP:Iteration 15Q (26718.710000 sec): 3 clusters
  Score: Raw -392422.476591 + Penalty 2708.547155 = -389713.929436
  nChanged 40
		SP:Iteration 16Q (26718.910000 sec): 3 clusters
  Score: Raw -392443.501319 + Penalty 2708.547155 = -389734.954163
  nChanged 39
		SP:Iteration 17Q (26719.100000 sec): 3 clusters
  Score: Raw -392464.961875 + Penalty 2708.547155 = -389756.414719
  nChanged 32
		SP:Iteration 18Q (26719.310000 sec): 3 clusters
  Score: Raw -392486.727782 + Penalty 2708.547155 = -389778.180627
  nChanged 34
		SP:Iteration 19Q (26719.480000 sec): 3 clusters
  Score: Raw -392508.041401 + Penalty 2708.547155 = -389799.494246
  nChanged 40
		SP:Iteration 20F (26719.670000 sec): 3 clusters
  Score: Raw -392530.952178 + Penalty 2708.547155 = -389822.405023
  nChanged 33
		SP:Iteration 21Q (26719.910000 sec): 3 clusters
  Score: Raw -392548.503955 + Penalty 2708.547155 = -389839.956799
  nChanged 21
		SP:Iteration 22Q (26720.120000 sec): 3 clusters
  Score: Raw -392559.932206 + Penalty 2708.547155 = -389851.385051
  nChanged 24
		SP:Iteration 23Q (26720.360000 sec): 3 clusters
  Score: Raw -392576.599998 + Penalty 2708.547155 = -389868.052843
  nChanged 23
		SP:Iteration 24Q (26720.620000 sec): 3 clusters
  Score: Raw -392596.837181 + Penalty 2708.547155 = -389888.290025
  nChanged 25
		SP:Iteration 25Q (26720.860000 sec): 3 clusters
  Score: Raw -392617.566259 + Penalty 2708.547155 = -389909.019104
  nChanged 31
		SP:Iteration 26Q (26721.070000 sec): 3 clusters
  Score: Raw -392646.565393 + Penalty 2708.547155 = -389938.018238
  nChanged 29
		SP:Iteration 27Q (26721.290000 sec): 3 clusters
  Score: Raw -392666.936311 + Penalty 2708.547155 = -389958.389155
  nChanged 25
		SP:Iteration 28Q (26721.490000 sec): 3 clusters
  Score: Raw -392682.911796 + Penalty 2708.547155 = -389974.364641
  nChanged 32
		SP:Iteration 29Q (26721.720000 sec): 3 clusters
  Score: Raw -392706.468645 + Penalty 2708.547155 = -389997.921490
  nChanged 19
		SP:Iteration 30Q (26721.940000 sec): 3 clusters
  Score: Raw -392716.311270 + Penalty 2708.547155 = -390007.764114
  nChanged 19
		SP:Iteration 31Q (26722.150000 sec): 3 clusters
  Score: Raw -392722.745932 + Penalty 2708.547155 = -390014.198777
  nChanged 16
		SP:Iteration 32Q (26722.390000 sec): 3 clusters
  Score: Raw -392731.380445 + Penalty 2708.547155 = -390022.833290
  nChanged 16
		SP:Iteration 33Q (26722.610000 sec): 3 clusters
  Score: Raw -392738.089099 + Penalty 2708.547155 = -390029.541943
  nChanged 17
		SP:Iteration 34Q (26722.790000 sec): 3 clusters
  Score: Raw -392745.057005 + Penalty 2708.547155 = -390036.509850
  nChanged 5
		SP:Iteration 35Q (26723.020000 sec): 3 clusters
  Score: Raw -392746.866762 + Penalty 2708.547155 = -390038.319607
  nChanged 6
		SP:Iteration 36Q (26723.230000 sec): 3 clusters
  Score: Raw -392748.794286 + Penalty 2708.547155 = -390040.247130
  nChanged 2
		SP:Iteration 37Q (26723.420000 sec): 3 clusters
  Score: Raw -392749.611668 + Penalty 2708.547155 = -390041.064513
  nChanged 4
		SP:Iteration 38Q (26723.670000 sec): 3 clusters
  Score: Raw -392750.718159 + Penalty 2708.547155 = -390042.171004
  nChanged 0
		SP:Iteration 39F (26723.880000 sec): 3 clusters
  Score: Raw -392750.718159 + Penalty 2708.547155 = -390042.171004
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 14 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26724.010000 sec): 2 clusters
  Score: Raw -107663.035500 + Penalty 1154.289835 = -106508.745665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26724.200000 sec): 3 clusters
  Score: Raw -107254.598131 + Penalty 2308.579670 = -104946.018461
  nChanged 409
		SP:Iteration 1F (26724.390000 sec): 3 clusters
  Score: Raw -107705.897052 + Penalty 2308.579670 = -105397.317381
  nChanged 140
		SP:Iteration 2F (26724.580000 sec): 3 clusters
  Score: Raw -107955.343437 + Penalty 2308.579670 = -105646.763767
  nChanged 95
		SP:Iteration 3F (26724.780000 sec): 3 clusters
  Score: Raw -108120.106844 + Penalty 2308.579670 = -105811.527173
  nChanged 69
		SP:Iteration 4F (26724.930000 sec): 3 clusters
  Score: Raw -108216.485452 + Penalty 2308.579670 = -105907.905782
  nChanged 45
		SP:Iteration 5Q (26725.130000 sec): 3 clusters
  Score: Raw -108269.490311 + Penalty 2308.579670 = -105960.910640
  nChanged 28
		SP:Iteration 6Q (26725.310000 sec): 3 clusters
  Score: Raw -108296.033881 + Penalty 2308.579670 = -105987.454210
  nChanged 21
		SP:Iteration 7Q (26725.510000 sec): 3 clusters
  Score: Raw -108319.333902 + Penalty 2308.579670 = -106010.754232
  nChanged 14
		SP:Iteration 8Q (26725.700000 sec): 3 clusters
  Score: Raw -108328.841210 + Penalty 2308.579670 = -106020.261539
  nChanged 10
		SP:Iteration 9Q (26725.870000 sec): 3 clusters
  Score: Raw -108337.377443 + Penalty 2308.579670 = -106028.797773
  nChanged 6
		SP:Iteration 10Q (26726.050000 sec): 3 clusters
  Score: Raw -108341.765770 + Penalty 2308.579670 = -106033.186100
  nChanged 4
		SP:Iteration 11Q (26726.270000 sec): 3 clusters
  Score: Raw -108345.748273 + Penalty 2308.579670 = -106037.168603
  nChanged 5
		SP:Iteration 12Q (26726.460000 sec): 3 clusters
  Score: Raw -108347.939887 + Penalty 2308.579670 = -106039.360217
  nChanged 5
		SP:Iteration 13Q (26726.670000 sec): 3 clusters
  Score: Raw -108349.390179 + Penalty 2308.579670 = -106040.810509
  nChanged 2
		SP:Iteration 14Q (26726.900000 sec): 3 clusters
  Score: Raw -108349.883805 + Penalty 2308.579670 = -106041.304134
  nChanged 0
		SP:Iteration 15F (26727.090000 sec): 3 clusters
  Score: Raw -108349.883805 + Penalty 2308.579670 = -106041.304134
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 15 (133441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26727.780000 sec): 2 clusters
  Score: Raw -12816160.945886 + Penalty 1917.729891 = -12814243.215995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26728.580000 sec): 3 clusters
  Score: Raw -12728624.336018 + Penalty 3835.459781 = -12724788.876237
  nChanged 64159
		SP:Iteration 1F (26729.390000 sec): 3 clusters
  Score: Raw -12768290.788989 + Penalty 3835.459781 = -12764455.329207
  nChanged 6118
		SP:Iteration 2Q (26730.240000 sec): 3 clusters
  Score: Raw -12770753.038963 + Penalty 3835.459781 = -12766917.579182
  nChanged 6854
		SP:Iteration 3F (26731.040000 sec): 3 clusters
  Score: Raw -12774139.733865 + Penalty 3835.459781 = -12770304.274084
  nChanged 7904
		SP:Iteration 4F (26731.820000 sec): 3 clusters
  Score: Raw -12778773.470415 + Penalty 3835.459781 = -12774938.010634
  nChanged 8846
		SP:Iteration 5F (26732.680000 sec): 3 clusters
  Score: Raw -12784677.890383 + Penalty 3835.459781 = -12780842.430602
  nChanged 9122
		SP:Iteration 6F (26733.500000 sec): 3 clusters
  Score: Raw -12791296.643725 + Penalty 3835.459781 = -12787461.183944
  nChanged 8463
		SP:Iteration 7F (26734.410000 sec): 3 clusters
  Score: Raw -12797342.186184 + Penalty 3835.459781 = -12793506.726403
  nChanged 6820
		SP:Iteration 8F (26735.200000 sec): 3 clusters
  Score: Raw -12801305.317759 + Penalty 3835.459781 = -12797469.857978
  nChanged 4885
		SP:Iteration 9Q (26736.060000 sec): 3 clusters
  Score: Raw -12803358.989183 + Penalty 3835.459781 = -12799523.529402
  nChanged 3358
		SP:Iteration 10Q (26736.900000 sec): 3 clusters
  Score: Raw -12804462.076995 + Penalty 3835.459781 = -12800626.617214
  nChanged 2450
		SP:Iteration 11Q (26737.780000 sec): 3 clusters
  Score: Raw -12805203.119749 + Penalty 3835.459781 = -12801367.659968
  nChanged 2086
		SP:Iteration 12Q (26738.640000 sec): 3 clusters
  Score: Raw -12805814.160777 + Penalty 3835.459781 = -12801978.700996
  nChanged 1988
		SP:Iteration 13Q (26739.440000 sec): 3 clusters
  Score: Raw -12806415.712320 + Penalty 3835.459781 = -12802580.252539
  nChanged 1959
		SP:Iteration 14Q (26740.150000 sec): 3 clusters
  Score: Raw -12807000.922163 + Penalty 3835.459781 = -12803165.462382
  nChanged 1904
		SP:Iteration 15Q (26740.940000 sec): 3 clusters
  Score: Raw -12807555.510144 + Penalty 3835.459781 = -12803720.050362
  nChanged 1882
		SP:Iteration 16Q (26741.760000 sec): 3 clusters
  Score: Raw -12808111.323698 + Penalty 3835.459781 = -12804275.863917
  nChanged 1859
		SP:Iteration 17Q (26742.480000 sec): 3 clusters
  Score: Raw -12808662.916916 + Penalty 3835.459781 = -12804827.457135
  nChanged 1787
		SP:Iteration 18Q (26743.240000 sec): 3 clusters
  Score: Raw -12809202.506637 + Penalty 3835.459781 = -12805367.046856
  nChanged 1785
		SP:Iteration 19Q (26744.000000 sec): 3 clusters
  Score: Raw -12809773.042815 + Penalty 3835.459781 = -12805937.583034
  nChanged 1769
		SP:Iteration 20F (26744.730000 sec): 3 clusters
  Score: Raw -12810374.877385 + Penalty 3835.459781 = -12806539.417604
  nChanged 1812
		SP:Iteration 21Q (26745.500000 sec): 3 clusters
  Score: Raw -12811037.326233 + Penalty 3835.459781 = -12807201.866452
  nChanged 1780
		SP:Iteration 22Q (26746.310000 sec): 3 clusters
  Score: Raw -12811739.320602 + Penalty 3835.459781 = -12807903.860820
  nChanged 1760
		SP:Iteration 23Q (26747.130000 sec): 3 clusters
  Score: Raw -12812478.732950 + Penalty 3835.459781 = -12808643.273169
  nChanged 1644
		SP:Iteration 24Q (26747.920000 sec): 3 clusters
  Score: Raw -12813180.521886 + Penalty 3835.459781 = -12809345.062104
  nChanged 1485
		SP:Iteration 25Q (26748.660000 sec): 3 clusters
  Score: Raw -12813803.581930 + Penalty 3835.459781 = -12809968.122149
  nChanged 1376
		SP:Iteration 26Q (26749.450000 sec): 3 clusters
  Score: Raw -12814360.756558 + Penalty 3835.459781 = -12810525.296777
  nChanged 1267
		SP:Iteration 27Q (26750.270000 sec): 3 clusters
  Score: Raw -12814864.267214 + Penalty 3835.459781 = -12811028.807432
  nChanged 1191
		SP:Iteration 28Q (26751.050000 sec): 3 clusters
  Score: Raw -12815326.314082 + Penalty 3835.459781 = -12811490.854300
  nChanged 1026
		SP:Iteration 29Q (26751.810000 sec): 3 clusters
  Score: Raw -12815700.253926 + Penalty 3835.459781 = -12811864.794145
  nChanged 883
		SP:Iteration 30Q (26752.660000 sec): 3 clusters
  Score: Raw -12816006.036073 + Penalty 3835.459781 = -12812170.576292
  nChanged 764
		SP:Iteration 31Q (26753.390000 sec): 3 clusters
  Score: Raw -12816244.165877 + Penalty 3835.459781 = -12812408.706096
  nChanged 669
		SP:Iteration 32Q (26754.170000 sec): 3 clusters
  Score: Raw -12816453.787728 + Penalty 3835.459781 = -12812618.327947
  nChanged 626
		SP:Iteration 33Q (26755.050000 sec): 3 clusters
  Score: Raw -12816639.866803 + Penalty 3835.459781 = -12812804.407022
  nChanged 534
		SP:Iteration 34Q (26755.920000 sec): 3 clusters
  Score: Raw -12816801.974169 + Penalty 3835.459781 = -12812966.514387
  nChanged 505
		SP:Iteration 35Q (26756.590000 sec): 3 clusters
  Score: Raw -12816957.391821 + Penalty 3835.459781 = -12813121.932040
  nChanged 456
		SP:Iteration 36Q (26757.310000 sec): 3 clusters
  Score: Raw -12817095.362776 + Penalty 3835.459781 = -12813259.902994
  nChanged 387
		SP:Iteration 37Q (26758.060000 sec): 3 clusters
  Score: Raw -12817204.420032 + Penalty 3835.459781 = -12813368.960251
  nChanged 347
		SP:Iteration 38Q (26758.820000 sec): 3 clusters
  Score: Raw -12817300.748083 + Penalty 3835.459781 = -12813465.288302
  nChanged 315
		SP:Iteration 39Q (26759.620000 sec): 3 clusters
  Score: Raw -12817386.638336 + Penalty 3835.459781 = -12813551.178555
  nChanged 259
		SP:Iteration 40F (26760.440000 sec): 3 clusters
  Score: Raw -12817450.444094 + Penalty 3835.459781 = -12813614.984313
  nChanged 228
		SP:Iteration 41Q (26761.330000 sec): 3 clusters
  Score: Raw -12817500.611761 + Penalty 3835.459781 = -12813665.151980
  nChanged 194
		SP:Iteration 42Q (26762.110000 sec): 3 clusters
  Score: Raw -12817546.281928 + Penalty 3835.459781 = -12813710.822147
  nChanged 171
		SP:Iteration 43Q (26762.850000 sec): 3 clusters
  Score: Raw -12817582.028121 + Penalty 3835.459781 = -12813746.568340
  nChanged 139
		SP:Iteration 44Q (26763.700000 sec): 3 clusters
  Score: Raw -12817607.834063 + Penalty 3835.459781 = -12813772.374282
  nChanged 120
		SP:Iteration 45Q (26764.550000 sec): 3 clusters
  Score: Raw -12817628.813507 + Penalty 3835.459781 = -12813793.353726
  nChanged 110
		SP:Iteration 46Q (26765.330000 sec): 3 clusters
  Score: Raw -12817646.967541 + Penalty 3835.459781 = -12813811.507760
  nChanged 88
		SP:Iteration 47Q (26766.070000 sec): 3 clusters
  Score: Raw -12817662.703451 + Penalty 3835.459781 = -12813827.243670
  nChanged 75
		SP:Iteration 48Q (26766.820000 sec): 3 clusters
  Score: Raw -12817676.170063 + Penalty 3835.459781 = -12813840.710281
  nChanged 73
		SP:Iteration 49Q (26767.620000 sec): 3 clusters
  Score: Raw -12817689.563251 + Penalty 3835.459781 = -12813854.103470
  nChanged 70
		SP:Iteration 50Q (26768.380000 sec): 3 clusters
  Score: Raw -12817701.687614 + Penalty 3835.459781 = -12813866.227833
  nChanged 60
		SP:Iteration 51Q (26769.130000 sec): 3 clusters
  Score: Raw -12817710.565856 + Penalty 3835.459781 = -12813875.106074
  nChanged 44
		SP:Iteration 52Q (26769.860000 sec): 3 clusters
  Score: Raw -12817715.285265 + Penalty 3835.459781 = -12813879.825484
  nChanged 31
		SP:Iteration 53Q (26770.630000 sec): 3 clusters
  Score: Raw -12817719.206586 + Penalty 3835.459781 = -12813883.746805
  nChanged 29
		SP:Iteration 54Q (26771.320000 sec): 3 clusters
  Score: Raw -12817722.796532 + Penalty 3835.459781 = -12813887.336750
  nChanged 24
		SP:Iteration 55Q (26772.070000 sec): 3 clusters
  Score: Raw -12817725.977003 + Penalty 3835.459781 = -12813890.517222
  nChanged 31
		SP:Iteration 56Q (26772.840000 sec): 3 clusters
  Score: Raw -12817730.814711 + Penalty 3835.459781 = -12813895.354930
  nChanged 26
		SP:Iteration 57Q (26773.630000 sec): 3 clusters
  Score: Raw -12817735.665645 + Penalty 3835.459781 = -12813900.205864
  nChanged 30
		SP:Iteration 58Q (26774.370000 sec): 3 clusters
  Score: Raw -12817739.396564 + Penalty 3835.459781 = -12813903.936783
  nChanged 26
		SP:Iteration 59Q (26775.090000 sec): 3 clusters
  Score: Raw -12817743.581360 + Penalty 3835.459781 = -12813908.121579
  nChanged 21
		SP:Iteration 60F (26775.890000 sec): 3 clusters
  Score: Raw -12817746.107339 + Penalty 3835.459781 = -12813910.647558
  nChanged 22
		SP:Iteration 61Q (26776.570000 sec): 3 clusters
  Score: Raw -12817748.402638 + Penalty 3835.459781 = -12813912.942857
  nChanged 21
		SP:Iteration 62Q (26777.300000 sec): 3 clusters
  Score: Raw -12817750.619506 + Penalty 3835.459781 = -12813915.159725
  nChanged 22
		SP:Iteration 63Q (26778.030000 sec): 3 clusters
  Score: Raw -12817753.345920 + Penalty 3835.459781 = -12813917.886139
  nChanged 18
		SP:Iteration 64Q (26778.760000 sec): 3 clusters
  Score: Raw -12817755.215764 + Penalty 3835.459781 = -12813919.755983
  nChanged 12
		SP:Iteration 65Q (26779.440000 sec): 3 clusters
  Score: Raw -12817756.573922 + Penalty 3835.459781 = -12813921.114140
  nChanged 15
		SP:Iteration 66Q (26780.200000 sec): 3 clusters
  Score: Raw -12817758.337462 + Penalty 3835.459781 = -12813922.877681
  nChanged 15
		SP:Iteration 67Q (26780.900000 sec): 3 clusters
  Score: Raw -12817760.215372 + Penalty 3835.459781 = -12813924.755590
  nChanged 14
		SP:Iteration 68Q (26781.700000 sec): 3 clusters
  Score: Raw -12817761.496017 + Penalty 3835.459781 = -12813926.036236
  nChanged 10
		SP:Iteration 69Q (26782.510000 sec): 3 clusters
  Score: Raw -12817762.576539 + Penalty 3835.459781 = -12813927.116757
  nChanged 15
		SP:Iteration 70Q (26783.260000 sec): 3 clusters
  Score: Raw -12817764.694901 + Penalty 3835.459781 = -12813929.235120
  nChanged 15
		SP:Iteration 71Q (26783.940000 sec): 3 clusters
  Score: Raw -12817766.540974 + Penalty 3835.459781 = -12813931.081193
  nChanged 18
		SP:Iteration 72Q (26784.640000 sec): 3 clusters
  Score: Raw -12817768.325668 + Penalty 3835.459781 = -12813932.865887
  nChanged 7
		SP:Iteration 73Q (26785.460000 sec): 3 clusters
  Score: Raw -12817769.012034 + Penalty 3835.459781 = -12813933.552253
  nChanged 6
		SP:Iteration 74Q (26786.240000 sec): 3 clusters
  Score: Raw -12817769.699669 + Penalty 3835.459781 = -12813934.239887
  nChanged 7
		SP:Iteration 75Q (26786.960000 sec): 3 clusters
  Score: Raw -12817770.506123 + Penalty 3835.459781 = -12813935.046342
  nChanged 7
		SP:Iteration 76Q (26787.690000 sec): 3 clusters
  Score: Raw -12817771.039636 + Penalty 3835.459781 = -12813935.579855
  nChanged 4
		SP:Iteration 77Q (26788.500000 sec): 3 clusters
  Score: Raw -12817771.400960 + Penalty 3835.459781 = -12813935.941179
  nChanged 4
		SP:Iteration 78Q (26789.190000 sec): 3 clusters
  Score: Raw -12817771.936542 + Penalty 3835.459781 = -12813936.476761
  nChanged 10
		SP:Iteration 79Q (26789.920000 sec): 3 clusters
  Score: Raw -12817772.705711 + Penalty 3835.459781 = -12813937.245930
  nChanged 6
		SP:Iteration 80F (26790.670000 sec): 3 clusters
  Score: Raw -12817773.347397 + Penalty 3835.459781 = -12813937.887616
  nChanged 6
		SP:Iteration 81Q (26791.320000 sec): 3 clusters
  Score: Raw -12817773.749073 + Penalty 3835.459781 = -12813938.289292
  nChanged 5
		SP:Iteration 82Q (26792.030000 sec): 3 clusters
  Score: Raw -12817774.362978 + Penalty 3835.459781 = -12813938.903197
  nChanged 5
		SP:Iteration 83Q (26792.740000 sec): 3 clusters
  Score: Raw -12817774.994819 + Penalty 3835.459781 = -12813939.535038
  nChanged 4
		SP:Iteration 84Q (26793.430000 sec): 3 clusters
  Score: Raw -12817775.566276 + Penalty 3835.459781 = -12813940.106495
  nChanged 6
		SP:Iteration 85Q (26794.160000 sec): 3 clusters
  Score: Raw -12817776.149991 + Penalty 3835.459781 = -12813940.690210
  nChanged 4
		SP:Iteration 86Q (26795.030000 sec): 3 clusters
  Score: Raw -12817776.509215 + Penalty 3835.459781 = -12813941.049434
  nChanged 3
		SP:Iteration 87Q (26795.930000 sec): 3 clusters
  Score: Raw -12817776.988600 + Penalty 3835.459781 = -12813941.528818
  nChanged 6
		SP:Iteration 88Q (26796.740000 sec): 3 clusters
  Score: Raw -12817777.355155 + Penalty 3835.459781 = -12813941.895374
  nChanged 4
		SP:Iteration 89Q (26797.530000 sec): 3 clusters
  Score: Raw -12817777.837748 + Penalty 3835.459781 = -12813942.377967
  nChanged 5
		SP:Iteration 90Q (26798.290000 sec): 3 clusters
  Score: Raw -12817778.649816 + Penalty 3835.459781 = -12813943.190035
  nChanged 6
		SP:Iteration 91Q (26799.030000 sec): 3 clusters
  Score: Raw -12817779.449864 + Penalty 3835.459781 = -12813943.990082
  nChanged 7
		SP:Iteration 92Q (26799.730000 sec): 3 clusters
  Score: Raw -12817780.241243 + Penalty 3835.459781 = -12813944.781462
  nChanged 1
		SP:Iteration 93Q (26800.500000 sec): 3 clusters
  Score: Raw -12817780.324337 + Penalty 3835.459781 = -12813944.864556
  nChanged 1
		SP:Iteration 94Q (26801.220000 sec): 3 clusters
  Score: Raw -12817780.362738 + Penalty 3835.459781 = -12813944.902956
  nChanged 0
		SP:Iteration 95F (26802.000000 sec): 3 clusters
  Score: Raw -12817780.362738 + Penalty 3835.459781 = -12813944.902956
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 16 (11223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26802.190000 sec): 2 clusters
  Score: Raw -1078527.164481 + Penalty 1515.429585 = -1077011.734896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26802.440000 sec): 3 clusters
  Score: Raw -1072102.443145 + Penalty 3030.859170 = -1069071.583975
  nChanged 4928
		SP:Iteration 1F (26802.630000 sec): 3 clusters
  Score: Raw -1075072.737208 + Penalty 3030.859170 = -1072041.878038
  nChanged 857
		SP:Iteration 2F (26802.920000 sec): 3 clusters
  Score: Raw -1075685.286642 + Penalty 3030.859170 = -1072654.427472
  nChanged 770
		SP:Iteration 3F (26803.190000 sec): 3 clusters
  Score: Raw -1076295.332374 + Penalty 3030.859170 = -1073264.473204
  nChanged 800
		SP:Iteration 4F (26803.390000 sec): 3 clusters
  Score: Raw -1076892.080002 + Penalty 3030.859170 = -1073861.220832
  nChanged 763
		SP:Iteration 5F (26803.670000 sec): 3 clusters
  Score: Raw -1077455.672678 + Penalty 3030.859170 = -1074424.813508
  nChanged 674
		SP:Iteration 6F (26803.960000 sec): 3 clusters
  Score: Raw -1077937.225539 + Penalty 3030.859170 = -1074906.366369
  nChanged 606
		SP:Iteration 7F (26804.170000 sec): 3 clusters
  Score: Raw -1078340.102226 + Penalty 3030.859170 = -1075309.243056
  nChanged 502
		SP:Iteration 8Q (26804.420000 sec): 3 clusters
  Score: Raw -1078629.642309 + Penalty 3030.859170 = -1075598.783139
  nChanged 381
		SP:Iteration 9Q (26804.660000 sec): 3 clusters
  Score: Raw -1078799.556764 + Penalty 3030.859170 = -1075768.697594
  nChanged 294
		SP:Iteration 10Q (26804.870000 sec): 3 clusters
  Score: Raw -1078902.665204 + Penalty 3030.859170 = -1075871.806034
  nChanged 232
		SP:Iteration 11Q (26805.130000 sec): 3 clusters
  Score: Raw -1078967.755896 + Penalty 3030.859170 = -1075936.896726
  nChanged 191
		SP:Iteration 12Q (26805.310000 sec): 3 clusters
  Score: Raw -1079018.066574 + Penalty 3030.859170 = -1075987.207404
  nChanged 156
		SP:Iteration 13Q (26805.550000 sec): 3 clusters
  Score: Raw -1079055.825997 + Penalty 3030.859170 = -1076024.966827
  nChanged 126
		SP:Iteration 14Q (26805.810000 sec): 3 clusters
  Score: Raw -1079087.474279 + Penalty 3030.859170 = -1076056.615109
  nChanged 121
		SP:Iteration 15Q (26806.030000 sec): 3 clusters
  Score: Raw -1079116.688862 + Penalty 3030.859170 = -1076085.829692
  nChanged 96
		SP:Iteration 16Q (26806.270000 sec): 3 clusters
  Score: Raw -1079137.974655 + Penalty 3030.859170 = -1076107.115485
  nChanged 97
		SP:Iteration 17Q (26806.480000 sec): 3 clusters
  Score: Raw -1079157.192824 + Penalty 3030.859170 = -1076126.333655
  nChanged 91
		SP:Iteration 18Q (26806.770000 sec): 3 clusters
  Score: Raw -1079175.245641 + Penalty 3030.859170 = -1076144.386471
  nChanged 75
		SP:Iteration 19Q (26807.000000 sec): 3 clusters
  Score: Raw -1079186.931089 + Penalty 3030.859170 = -1076156.071919
  nChanged 55
		SP:Iteration 20F (26807.270000 sec): 3 clusters
  Score: Raw -1079194.794466 + Penalty 3030.859170 = -1076163.935296
  nChanged 44
		SP:Iteration 21Q (26807.550000 sec): 3 clusters
  Score: Raw -1079202.965730 + Penalty 3030.859170 = -1076172.106560
  nChanged 38
		SP:Iteration 22Q (26807.810000 sec): 3 clusters
  Score: Raw -1079210.857876 + Penalty 3030.859170 = -1076179.998706
  nChanged 49
		SP:Iteration 23Q (26808.060000 sec): 3 clusters
  Score: Raw -1079220.910353 + Penalty 3030.859170 = -1076190.051183
  nChanged 41
		SP:Iteration 24Q (26808.320000 sec): 3 clusters
  Score: Raw -1079227.907505 + Penalty 3030.859170 = -1076197.048335
  nChanged 40
		SP:Iteration 25Q (26808.600000 sec): 3 clusters
  Score: Raw -1079234.160136 + Penalty 3030.859170 = -1076203.300966
  nChanged 39
		SP:Iteration 26Q (26808.890000 sec): 3 clusters
  Score: Raw -1079241.413922 + Penalty 3030.859170 = -1076210.554752
  nChanged 46
		SP:Iteration 27Q (26809.130000 sec): 3 clusters
  Score: Raw -1079250.601711 + Penalty 3030.859170 = -1076219.742541
  nChanged 37
		SP:Iteration 28Q (26809.360000 sec): 3 clusters
  Score: Raw -1079257.319823 + Penalty 3030.859170 = -1076226.460653
  nChanged 42
		SP:Iteration 29Q (26809.670000 sec): 3 clusters
  Score: Raw -1079263.656527 + Penalty 3030.859170 = -1076232.797357
  nChanged 30
		SP:Iteration 30Q (26809.940000 sec): 3 clusters
  Score: Raw -1079268.852488 + Penalty 3030.859170 = -1076237.993318
  nChanged 35
		SP:Iteration 31Q (26810.190000 sec): 3 clusters
  Score: Raw -1079275.687620 + Penalty 3030.859170 = -1076244.828450
  nChanged 28
		SP:Iteration 32Q (26810.460000 sec): 3 clusters
  Score: Raw -1079279.843965 + Penalty 3030.859170 = -1076248.984795
  nChanged 22
		SP:Iteration 33Q (26810.740000 sec): 3 clusters
  Score: Raw -1079283.342970 + Penalty 3030.859170 = -1076252.483800
  nChanged 27
		SP:Iteration 34Q (26811.020000 sec): 3 clusters
  Score: Raw -1079289.565346 + Penalty 3030.859170 = -1076258.706176
  nChanged 30
		SP:Iteration 35Q (26811.300000 sec): 3 clusters
  Score: Raw -1079296.489032 + Penalty 3030.859170 = -1076265.629862
  nChanged 36
		SP:Iteration 36Q (26811.540000 sec): 3 clusters
  Score: Raw -1079302.901998 + Penalty 3030.859170 = -1076272.042828
  nChanged 31
		SP:Iteration 37Q (26811.800000 sec): 3 clusters
  Score: Raw -1079307.288299 + Penalty 3030.859170 = -1076276.429129
  nChanged 25
		SP:Iteration 38Q (26812.060000 sec): 3 clusters
  Score: Raw -1079310.743924 + Penalty 3030.859170 = -1076279.884754
  nChanged 17
		SP:Iteration 39Q (26812.310000 sec): 3 clusters
  Score: Raw -1079313.437805 + Penalty 3030.859170 = -1076282.578635
  nChanged 25
		SP:Iteration 40F (26812.560000 sec): 3 clusters
  Score: Raw -1079317.838823 + Penalty 3030.859170 = -1076286.979653
  nChanged 28
		SP:Iteration 41Q (26812.810000 sec): 3 clusters
  Score: Raw -1079322.683040 + Penalty 3030.859170 = -1076291.823870
  nChanged 26
		SP:Iteration 42Q (26813.090000 sec): 3 clusters
  Score: Raw -1079326.880797 + Penalty 3030.859170 = -1076296.021627
  nChanged 19
		SP:Iteration 43Q (26813.310000 sec): 3 clusters
  Score: Raw -1079330.254500 + Penalty 3030.859170 = -1076299.395330
  nChanged 17
		SP:Iteration 44Q (26813.520000 sec): 3 clusters
  Score: Raw -1079332.668720 + Penalty 3030.859170 = -1076301.809550
  nChanged 13
		SP:Iteration 45Q (26813.780000 sec): 3 clusters
  Score: Raw -1079334.418500 + Penalty 3030.859170 = -1076303.559330
  nChanged 8
		SP:Iteration 46Q (26814.010000 sec): 3 clusters
  Score: Raw -1079335.238015 + Penalty 3030.859170 = -1076304.378846
  nChanged 11
		SP:Iteration 47Q (26814.210000 sec): 3 clusters
  Score: Raw -1079336.745795 + Penalty 3030.859170 = -1076305.886625
  nChanged 11
		SP:Iteration 48Q (26814.500000 sec): 3 clusters
  Score: Raw -1079338.213256 + Penalty 3030.859170 = -1076307.354086
  nChanged 7
		SP:Iteration 49Q (26814.740000 sec): 3 clusters
  Score: Raw -1079339.816879 + Penalty 3030.859170 = -1076308.957709
  nChanged 8
		SP:Iteration 50Q (26815.030000 sec): 3 clusters
  Score: Raw -1079340.598167 + Penalty 3030.859170 = -1076309.738997
  nChanged 5
		SP:Iteration 51Q (26815.250000 sec): 3 clusters
  Score: Raw -1079341.536613 + Penalty 3030.859170 = -1076310.677443
  nChanged 8
		SP:Iteration 52Q (26815.430000 sec): 3 clusters
  Score: Raw -1079342.873274 + Penalty 3030.859170 = -1076312.014104
  nChanged 6
		SP:Iteration 53Q (26815.750000 sec): 3 clusters
  Score: Raw -1079343.896622 + Penalty 3030.859170 = -1076313.037452
  nChanged 6
		SP:Iteration 54Q (26816.010000 sec): 3 clusters
  Score: Raw -1079344.460674 + Penalty 3030.859170 = -1076313.601504
  nChanged 8
		SP:Iteration 55Q (26816.230000 sec): 3 clusters
  Score: Raw -1079345.116732 + Penalty 3030.859170 = -1076314.257562
  nChanged 5
		SP:Iteration 56Q (26816.520000 sec): 3 clusters
  Score: Raw -1079345.485535 + Penalty 3030.859170 = -1076314.626365
  nChanged 2
		SP:Iteration 57Q (26816.750000 sec): 3 clusters
  Score: Raw -1079345.604350 + Penalty 3030.859170 = -1076314.745180
  nChanged 2
		SP:Iteration 58Q (26816.990000 sec): 3 clusters
  Score: Raw -1079345.754173 + Penalty 3030.859170 = -1076314.895003
  nChanged 0
		SP:Iteration 59F (26817.250000 sec): 3 clusters
  Score: Raw -1079345.754173 + Penalty 3030.859170 = -1076314.895003
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 17 (1765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26817.350000 sec): 2 clusters
  Score: Raw -183588.378765 + Penalty 1214.834720 = -182373.544045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26817.560000 sec): 3 clusters
  Score: Raw -182858.456535 + Penalty 2429.669440 = -180428.787095
  nChanged 621
		SP:Iteration 1F (26817.770000 sec): 3 clusters
  Score: Raw -183317.713534 + Penalty 2429.669440 = -180888.044094
  nChanged 142
		SP:Iteration 2F (26817.960000 sec): 3 clusters
  Score: Raw -183419.008497 + Penalty 2429.669440 = -180989.339057
  nChanged 70
		SP:Iteration 3Q (26818.180000 sec): 3 clusters
  Score: Raw -183467.404297 + Penalty 2429.669440 = -181037.734857
  nChanged 48
		SP:Iteration 4Q (26818.360000 sec): 3 clusters
  Score: Raw -183498.628246 + Penalty 2429.669440 = -181068.958806
  nChanged 30
		SP:Iteration 5Q (26818.510000 sec): 3 clusters
  Score: Raw -183518.743366 + Penalty 2429.669440 = -181089.073926
  nChanged 27
		SP:Iteration 6Q (26818.690000 sec): 3 clusters
  Score: Raw -183536.838028 + Penalty 2429.669440 = -181107.168588
  nChanged 21
		SP:Iteration 7Q (26818.830000 sec): 3 clusters
  Score: Raw -183548.423201 + Penalty 2429.669440 = -181118.753761
  nChanged 19
		SP:Iteration 8Q (26819.010000 sec): 3 clusters
  Score: Raw -183558.684294 + Penalty 2429.669440 = -181129.014854
  nChanged 16
		SP:Iteration 9Q (26819.190000 sec): 3 clusters
  Score: Raw -183566.605695 + Penalty 2429.669440 = -181136.936255
  nChanged 8
		SP:Iteration 10Q (26819.370000 sec): 3 clusters
  Score: Raw -183571.046386 + Penalty 2429.669440 = -181141.376945
  nChanged 6
		SP:Iteration 11Q (26819.510000 sec): 3 clusters
  Score: Raw -183573.581035 + Penalty 2429.669440 = -181143.911595
  nChanged 7
		SP:Iteration 12Q (26819.660000 sec): 3 clusters
  Score: Raw -183577.337095 + Penalty 2429.669440 = -181147.667654
  nChanged 2
		SP:Iteration 13Q (26819.800000 sec): 3 clusters
  Score: Raw -183578.822017 + Penalty 2429.669440 = -181149.152577
  nChanged 4
		SP:Iteration 14Q (26819.950000 sec): 3 clusters
  Score: Raw -183580.336215 + Penalty 2429.669440 = -181150.666775
  nChanged 2
		SP:Iteration 15Q (26820.090000 sec): 3 clusters
  Score: Raw -183580.940423 + Penalty 2429.669440 = -181151.270982
  nChanged 4
		SP:Iteration 16Q (26820.240000 sec): 3 clusters
  Score: Raw -183582.571843 + Penalty 2429.669440 = -181152.902403
  nChanged 3
		SP:Iteration 17Q (26820.380000 sec): 3 clusters
  Score: Raw -183583.258530 + Penalty 2429.669440 = -181153.589090
  nChanged 0
		SP:Iteration 18F (26820.530000 sec): 3 clusters
  Score: Raw -183583.258530 + Penalty 2429.669440 = -181153.589090
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 18 (122380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26821.240000 sec): 2 clusters
  Score: Raw -12776241.618653 + Penalty 1903.669014 = -12774337.949639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26821.960000 sec): 3 clusters
  Score: Raw -12696065.164591 + Penalty 3807.338027 = -12692257.826564
  nChanged 58503
		SP:Iteration 1F (26822.680000 sec): 3 clusters
  Score: Raw -12729829.028477 + Penalty 3807.338027 = -12726021.690450
  nChanged 3650
		SP:Iteration 2Q (26823.460000 sec): 3 clusters
  Score: Raw -12730612.693267 + Penalty 3807.338027 = -12726805.355240
  nChanged 3795
		SP:Iteration 3Q (26824.270000 sec): 3 clusters
  Score: Raw -12731526.602062 + Penalty 3807.338027 = -12727719.264035
  nChanged 4033
		SP:Iteration 4Q (26825.100000 sec): 3 clusters
  Score: Raw -12732752.125715 + Penalty 3807.338027 = -12728944.787688
  nChanged 4685
		SP:Iteration 5Q (26825.980000 sec): 3 clusters
  Score: Raw -12734495.474998 + Penalty 3807.338027 = -12730688.136971
  nChanged 5500
		SP:Iteration 6Q (26826.690000 sec): 3 clusters
  Score: Raw -12737134.551712 + Penalty 3807.338027 = -12733327.213685
  nChanged 6765
		SP:Iteration 7F (26827.360000 sec): 3 clusters
  Score: Raw -12741147.211764 + Penalty 3807.338027 = -12737339.873737
  nChanged 7703
		SP:Iteration 8F (26828.080000 sec): 3 clusters
  Score: Raw -12746393.353209 + Penalty 3807.338027 = -12742586.015182
  nChanged 8127
		SP:Iteration 9F (26828.840000 sec): 3 clusters
  Score: Raw -12752610.858002 + Penalty 3807.338027 = -12748803.519975
  nChanged 7485
		SP:Iteration 10F (26829.540000 sec): 3 clusters
  Score: Raw -12758635.326246 + Penalty 3807.338027 = -12754827.988219
  nChanged 6401
		SP:Iteration 11F (26830.230000 sec): 3 clusters
  Score: Raw -12763907.141508 + Penalty 3807.338027 = -12760099.803481
  nChanged 5055
		SP:Iteration 12Q (26830.930000 sec): 3 clusters
  Score: Raw -12767846.570990 + Penalty 3807.338027 = -12764039.232963
  nChanged 3774
		SP:Iteration 13Q (26831.610000 sec): 3 clusters
  Score: Raw -12770540.844227 + Penalty 3807.338027 = -12766733.506200
  nChanged 2911
		SP:Iteration 14Q (26832.240000 sec): 3 clusters
  Score: Raw -12772454.548688 + Penalty 3807.338027 = -12768647.210661
  nChanged 2210
		SP:Iteration 15Q (26832.960000 sec): 3 clusters
  Score: Raw -12773804.695461 + Penalty 3807.338027 = -12769997.357434
  nChanged 1662
		SP:Iteration 16Q (26833.640000 sec): 3 clusters
  Score: Raw -12774725.549981 + Penalty 3807.338027 = -12770918.211954
  nChanged 1197
		SP:Iteration 17Q (26834.250000 sec): 3 clusters
  Score: Raw -12775360.737809 + Penalty 3807.338027 = -12771553.399782
  nChanged 931
		SP:Iteration 18Q (26834.920000 sec): 3 clusters
  Score: Raw -12775851.332110 + Penalty 3807.338027 = -12772043.994083
  nChanged 686
		SP:Iteration 19Q (26835.590000 sec): 3 clusters
  Score: Raw -12776196.213688 + Penalty 3807.338027 = -12772388.875661
  nChanged 471
		SP:Iteration 20F (26836.320000 sec): 3 clusters
  Score: Raw -12776424.688425 + Penalty 3807.338027 = -12772617.350398
  nChanged 346
		SP:Iteration 21Q (26837.000000 sec): 3 clusters
  Score: Raw -12776586.526846 + Penalty 3807.338027 = -12772779.188819
  nChanged 240
		SP:Iteration 22Q (26837.660000 sec): 3 clusters
  Score: Raw -12776687.264416 + Penalty 3807.338027 = -12772879.926389
  nChanged 189
		SP:Iteration 23Q (26838.300000 sec): 3 clusters
  Score: Raw -12776758.571628 + Penalty 3807.338027 = -12772951.233601
  nChanged 139
		SP:Iteration 24Q (26838.920000 sec): 3 clusters
  Score: Raw -12776805.645989 + Penalty 3807.338027 = -12772998.307962
  nChanged 113
		SP:Iteration 25Q (26839.600000 sec): 3 clusters
  Score: Raw -12776842.280800 + Penalty 3807.338027 = -12773034.942773
  nChanged 90
		SP:Iteration 26Q (26840.220000 sec): 3 clusters
  Score: Raw -12776869.887220 + Penalty 3807.338027 = -12773062.549192
  nChanged 78
		SP:Iteration 27Q (26840.850000 sec): 3 clusters
  Score: Raw -12776895.602707 + Penalty 3807.338027 = -12773088.264680
  nChanged 64
		SP:Iteration 28Q (26841.470000 sec): 3 clusters
  Score: Raw -12776915.825317 + Penalty 3807.338027 = -12773108.487290
  nChanged 48
		SP:Iteration 29Q (26842.130000 sec): 3 clusters
  Score: Raw -12776931.488866 + Penalty 3807.338027 = -12773124.150839
  nChanged 45
		SP:Iteration 30Q (26842.790000 sec): 3 clusters
  Score: Raw -12776944.469612 + Penalty 3807.338027 = -12773137.131585
  nChanged 38
		SP:Iteration 31Q (26843.460000 sec): 3 clusters
  Score: Raw -12776955.849338 + Penalty 3807.338027 = -12773148.511311
  nChanged 39
		SP:Iteration 32Q (26844.090000 sec): 3 clusters
  Score: Raw -12776966.106456 + Penalty 3807.338027 = -12773158.768429
  nChanged 29
		SP:Iteration 33Q (26844.750000 sec): 3 clusters
  Score: Raw -12776973.308935 + Penalty 3807.338027 = -12773165.970908
  nChanged 23
		SP:Iteration 34Q (26845.370000 sec): 3 clusters
  Score: Raw -12776977.779086 + Penalty 3807.338027 = -12773170.441059
  nChanged 17
		SP:Iteration 35Q (26845.960000 sec): 3 clusters
  Score: Raw -12776981.966305 + Penalty 3807.338027 = -12773174.628278
  nChanged 13
		SP:Iteration 36Q (26846.580000 sec): 3 clusters
  Score: Raw -12776984.703707 + Penalty 3807.338027 = -12773177.365680
  nChanged 14
		SP:Iteration 37Q (26847.170000 sec): 3 clusters
  Score: Raw -12776987.286330 + Penalty 3807.338027 = -12773179.948303
  nChanged 11
		SP:Iteration 38Q (26847.780000 sec): 3 clusters
  Score: Raw -12776988.961871 + Penalty 3807.338027 = -12773181.623844
  nChanged 3
		SP:Iteration 39Q (26848.420000 sec): 3 clusters
  Score: Raw -12776989.568517 + Penalty 3807.338027 = -12773182.230490
  nChanged 5
		SP:Iteration 40F (26849.140000 sec): 3 clusters
  Score: Raw -12776990.763936 + Penalty 3807.338027 = -12773183.425909
  nChanged 5
		SP:Iteration 41Q (26849.710000 sec): 3 clusters
  Score: Raw -12776991.679087 + Penalty 3807.338027 = -12773184.341060
  nChanged 8
		SP:Iteration 42Q (26850.340000 sec): 3 clusters
  Score: Raw -12776993.225923 + Penalty 3807.338027 = -12773185.887896
  nChanged 13
		SP:Iteration 43Q (26851.020000 sec): 3 clusters
  Score: Raw -12776995.725303 + Penalty 3807.338027 = -12773188.387276
  nChanged 6
		SP:Iteration 44Q (26851.690000 sec): 3 clusters
  Score: Raw -12776996.997463 + Penalty 3807.338027 = -12773189.659436
  nChanged 8
		SP:Iteration 45Q (26852.300000 sec): 3 clusters
  Score: Raw -12776998.251391 + Penalty 3807.338027 = -12773190.913364
  nChanged 2
		SP:Iteration 46Q (26852.870000 sec): 3 clusters
  Score: Raw -12776998.529695 + Penalty 3807.338027 = -12773191.191668
  nChanged 1
		SP:Iteration 47Q (26853.480000 sec): 3 clusters
  Score: Raw -12776998.662172 + Penalty 3807.338027 = -12773191.324145
  nChanged 1
		SP:Iteration 48Q (26854.100000 sec): 3 clusters
  Score: Raw -12776998.966255 + Penalty 3807.338027 = -12773191.628228
  nChanged 4
		SP:Iteration 49Q (26854.700000 sec): 3 clusters
  Score: Raw -12776999.889630 + Penalty 3807.338027 = -12773192.551603
  nChanged 2
		SP:Iteration 50Q (26855.300000 sec): 3 clusters
  Score: Raw -12777000.228481 + Penalty 3807.338027 = -12773192.890454
  nChanged 1
		SP:Iteration 51Q (26855.950000 sec): 3 clusters
  Score: Raw -12777000.374581 + Penalty 3807.338027 = -12773193.036554
  nChanged 1
		SP:Iteration 52Q (26856.570000 sec): 3 clusters
  Score: Raw -12777000.632663 + Penalty 3807.338027 = -12773193.294636
  nChanged 1
		SP:Iteration 53Q (26857.220000 sec): 3 clusters
  Score: Raw -12777000.880896 + Penalty 3807.338027 = -12773193.542869
  nChanged 1
		SP:Iteration 54Q (26857.940000 sec): 3 clusters
  Score: Raw -12777001.062429 + Penalty 3807.338027 = -12773193.724402
  nChanged 1
		SP:Iteration 55Q (26858.630000 sec): 3 clusters
  Score: Raw -12777001.293112 + Penalty 3807.338027 = -12773193.955085
  nChanged 2
		SP:Iteration 56Q (26859.290000 sec): 3 clusters
  Score: Raw -12777001.596930 + Penalty 3807.338027 = -12773194.258903
  nChanged 1
		SP:Iteration 57Q (26859.930000 sec): 3 clusters
  Score: Raw -12777001.663240 + Penalty 3807.338027 = -12773194.325213
  nChanged 0
		SP:Iteration 58F (26860.620000 sec): 3 clusters
  Score: Raw -12777001.663240 + Penalty 3807.338027 = -12773194.325213
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 19 (41141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26860.890000 sec): 2 clusters
  Score: Raw -4396524.417752 + Penalty 1726.523576 = -4394797.894175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26861.310000 sec): 3 clusters
  Score: Raw -4370839.521785 + Penalty 3453.047153 = -4367386.474632
  nChanged 19149
		SP:Iteration 1F (26861.660000 sec): 3 clusters
  Score: Raw -4381559.872630 + Penalty 3453.047153 = -4378106.825477
  nChanged 1890
		SP:Iteration 2Q (26862.070000 sec): 3 clusters
  Score: Raw -4382457.359545 + Penalty 3453.047153 = -4379004.312392
  nChanged 2239
		SP:Iteration 3F (26862.500000 sec): 3 clusters
  Score: Raw -4383885.394470 + Penalty 3453.047153 = -4380432.347317
  nChanged 2635
		SP:Iteration 4F (26862.900000 sec): 3 clusters
  Score: Raw -4385808.010054 + Penalty 3453.047153 = -4382354.962901
  nChanged 2902
		SP:Iteration 5F (26863.270000 sec): 3 clusters
  Score: Raw -4388002.284642 + Penalty 3453.047153 = -4384549.237489
  nChanged 2986
		SP:Iteration 6F (26863.700000 sec): 3 clusters
  Score: Raw -4390413.017182 + Penalty 3453.047153 = -4386959.970029
  nChanged 2735
		SP:Iteration 7F (26864.170000 sec): 3 clusters
  Score: Raw -4392433.499233 + Penalty 3453.047153 = -4388980.452080
  nChanged 2077
		SP:Iteration 8F (26864.520000 sec): 3 clusters
  Score: Raw -4393702.298310 + Penalty 3453.047153 = -4390249.251157
  nChanged 1382
		SP:Iteration 9Q (26864.890000 sec): 3 clusters
  Score: Raw -4394332.138911 + Penalty 3453.047153 = -4390879.091758
  nChanged 934
		SP:Iteration 10Q (26865.270000 sec): 3 clusters
  Score: Raw -4394663.954689 + Penalty 3453.047153 = -4391210.907536
  nChanged 681
		SP:Iteration 11Q (26865.640000 sec): 3 clusters
  Score: Raw -4394858.219982 + Penalty 3453.047153 = -4391405.172829
  nChanged 465
		SP:Iteration 12Q (26866.040000 sec): 3 clusters
  Score: Raw -4394968.106556 + Penalty 3453.047153 = -4391515.059403
  nChanged 409
		SP:Iteration 13Q (26866.460000 sec): 3 clusters
  Score: Raw -4395051.319325 + Penalty 3453.047153 = -4391598.272172
  nChanged 360
		SP:Iteration 14Q (26866.880000 sec): 3 clusters
  Score: Raw -4395120.897527 + Penalty 3453.047153 = -4391667.850374
  nChanged 336
		SP:Iteration 15Q (26867.310000 sec): 3 clusters
  Score: Raw -4395180.560120 + Penalty 3453.047153 = -4391727.512967
  nChanged 325
		SP:Iteration 16Q (26867.720000 sec): 3 clusters
  Score: Raw -4395236.248325 + Penalty 3453.047153 = -4391783.201172
  nChanged 293
		SP:Iteration 17Q (26868.100000 sec): 3 clusters
  Score: Raw -4395284.689534 + Penalty 3453.047153 = -4391831.642381
  nChanged 272
		SP:Iteration 18Q (26868.450000 sec): 3 clusters
  Score: Raw -4395325.310896 + Penalty 3453.047153 = -4391872.263743
  nChanged 242
		SP:Iteration 19Q (26868.840000 sec): 3 clusters
  Score: Raw -4395364.663850 + Penalty 3453.047153 = -4391911.616697
  nChanged 253
		SP:Iteration 20F (26869.240000 sec): 3 clusters
  Score: Raw -4395404.290487 + Penalty 3453.047153 = -4391951.243334
  nChanged 249
		SP:Iteration 21Q (26869.630000 sec): 3 clusters
  Score: Raw -4395443.232656 + Penalty 3453.047153 = -4391990.185503
  nChanged 264
		SP:Iteration 22Q (26870.040000 sec): 3 clusters
  Score: Raw -4395489.343205 + Penalty 3453.047153 = -4392036.296053
  nChanged 270
		SP:Iteration 23Q (26870.390000 sec): 3 clusters
  Score: Raw -4395537.051886 + Penalty 3453.047153 = -4392084.004734
  nChanged 267
		SP:Iteration 24Q (26870.810000 sec): 3 clusters
  Score: Raw -4395588.658287 + Penalty 3453.047153 = -4392135.611134
  nChanged 277
		SP:Iteration 25Q (26871.200000 sec): 3 clusters
  Score: Raw -4395641.975815 + Penalty 3453.047153 = -4392188.928662
  nChanged 255
		SP:Iteration 26Q (26871.540000 sec): 3 clusters
  Score: Raw -4395689.003407 + Penalty 3453.047153 = -4392235.956255
  nChanged 270
		SP:Iteration 27Q (26871.950000 sec): 3 clusters
  Score: Raw -4395742.048217 + Penalty 3453.047153 = -4392289.001064
  nChanged 268
		SP:Iteration 28Q (26872.280000 sec): 3 clusters
  Score: Raw -4395800.505042 + Penalty 3453.047153 = -4392347.457889
  nChanged 262
		SP:Iteration 29Q (26872.680000 sec): 3 clusters
  Score: Raw -4395863.557462 + Penalty 3453.047153 = -4392410.510310
  nChanged 276
		SP:Iteration 30Q (26873.040000 sec): 3 clusters
  Score: Raw -4395939.437118 + Penalty 3453.047153 = -4392486.389965
  nChanged 301
		SP:Iteration 31Q (26873.440000 sec): 3 clusters
  Score: Raw -4396032.139439 + Penalty 3453.047153 = -4392579.092286
  nChanged 333
		SP:Iteration 32Q (26873.810000 sec): 3 clusters
  Score: Raw -4396135.901177 + Penalty 3453.047153 = -4392682.854024
  nChanged 324
		SP:Iteration 33Q (26874.210000 sec): 3 clusters
  Score: Raw -4396239.243108 + Penalty 3453.047153 = -4392786.195955
  nChanged 348
		SP:Iteration 34Q (26874.530000 sec): 3 clusters
  Score: Raw -4396367.885352 + Penalty 3453.047153 = -4392914.838200
  nChanged 382
		SP:Iteration 35Q (26874.900000 sec): 3 clusters
  Score: Raw -4396517.403094 + Penalty 3453.047153 = -4393064.355941
  nChanged 379
		SP:Iteration 36Q (26875.320000 sec): 3 clusters
  Score: Raw -4396671.606229 + Penalty 3453.047153 = -4393218.559076
  nChanged 395
		SP:Iteration 37Q (26875.730000 sec): 3 clusters
  Score: Raw -4396840.994009 + Penalty 3453.047153 = -4393387.946856
  nChanged 383
		SP:Iteration 38Q (26876.140000 sec): 3 clusters
  Score: Raw -4397010.046905 + Penalty 3453.047153 = -4393556.999752
  nChanged 385
		SP:Iteration 39Q (26876.490000 sec): 3 clusters
  Score: Raw -4397180.654231 + Penalty 3453.047153 = -4393727.607078
  nChanged 359
		SP:Iteration 40F (26876.940000 sec): 3 clusters
  Score: Raw -4397336.662437 + Penalty 3453.047153 = -4393883.615284
  nChanged 314
		SP:Iteration 41Q (26877.330000 sec): 3 clusters
  Score: Raw -4397450.988156 + Penalty 3453.047153 = -4393997.941004
  nChanged 286
		SP:Iteration 42Q (26877.740000 sec): 3 clusters
  Score: Raw -4397546.233491 + Penalty 3453.047153 = -4394093.186338
  nChanged 248
		SP:Iteration 43Q (26878.110000 sec): 3 clusters
  Score: Raw -4397617.960194 + Penalty 3453.047153 = -4394164.913042
  nChanged 200
		SP:Iteration 44Q (26878.460000 sec): 3 clusters
  Score: Raw -4397666.854987 + Penalty 3453.047153 = -4394213.807835
  nChanged 184
		SP:Iteration 45Q (26878.830000 sec): 3 clusters
  Score: Raw -4397706.932906 + Penalty 3453.047153 = -4394253.885753
  nChanged 174
		SP:Iteration 46Q (26879.170000 sec): 3 clusters
  Score: Raw -4397744.401496 + Penalty 3453.047153 = -4394291.354344
  nChanged 143
		SP:Iteration 47Q (26879.490000 sec): 3 clusters
  Score: Raw -4397770.300530 + Penalty 3453.047153 = -4394317.253377
  nChanged 115
		SP:Iteration 48Q (26879.860000 sec): 3 clusters
  Score: Raw -4397790.385409 + Penalty 3453.047153 = -4394337.338256
  nChanged 122
		SP:Iteration 49Q (26880.180000 sec): 3 clusters
  Score: Raw -4397808.454287 + Penalty 3453.047153 = -4394355.407134
  nChanged 92
		SP:Iteration 50Q (26880.590000 sec): 3 clusters
  Score: Raw -4397820.229369 + Penalty 3453.047153 = -4394367.182216
  nChanged 76
		SP:Iteration 51Q (26881.040000 sec): 3 clusters
  Score: Raw -4397829.040592 + Penalty 3453.047153 = -4394375.993440
  nChanged 74
		SP:Iteration 52Q (26881.430000 sec): 3 clusters
  Score: Raw -4397837.905532 + Penalty 3453.047153 = -4394384.858379
  nChanged 66
		SP:Iteration 53Q (26881.850000 sec): 3 clusters
  Score: Raw -4397845.940316 + Penalty 3453.047153 = -4394392.893163
  nChanged 66
		SP:Iteration 54Q (26882.170000 sec): 3 clusters
  Score: Raw -4397853.499735 + Penalty 3453.047153 = -4394400.452582
  nChanged 71
		SP:Iteration 55Q (26882.530000 sec): 3 clusters
  Score: Raw -4397861.304206 + Penalty 3453.047153 = -4394408.257053
  nChanged 68
		SP:Iteration 56Q (26882.950000 sec): 3 clusters
  Score: Raw -4397868.176673 + Penalty 3453.047153 = -4394415.129520
  nChanged 44
		SP:Iteration 57Q (26883.350000 sec): 3 clusters
  Score: Raw -4397872.508829 + Penalty 3453.047153 = -4394419.461677
  nChanged 45
		SP:Iteration 58Q (26883.770000 sec): 3 clusters
  Score: Raw -4397876.719199 + Penalty 3453.047153 = -4394423.672047
  nChanged 32
		SP:Iteration 59Q (26884.220000 sec): 3 clusters
  Score: Raw -4397879.341326 + Penalty 3453.047153 = -4394426.294174
  nChanged 22
		SP:Iteration 60F (26884.560000 sec): 3 clusters
  Score: Raw -4397880.923366 + Penalty 3453.047153 = -4394427.876213
  nChanged 21
		SP:Iteration 61Q (26884.950000 sec): 3 clusters
  Score: Raw -4397882.228549 + Penalty 3453.047153 = -4394429.181396
  nChanged 16
		SP:Iteration 62Q (26885.330000 sec): 3 clusters
  Score: Raw -4397883.172165 + Penalty 3453.047153 = -4394430.125012
  nChanged 15
		SP:Iteration 63Q (26885.750000 sec): 3 clusters
  Score: Raw -4397884.171323 + Penalty 3453.047153 = -4394431.124170
  nChanged 16
		SP:Iteration 64Q (26886.110000 sec): 3 clusters
  Score: Raw -4397885.571135 + Penalty 3453.047153 = -4394432.523982
  nChanged 19
		SP:Iteration 65Q (26886.490000 sec): 3 clusters
  Score: Raw -4397887.042809 + Penalty 3453.047153 = -4394433.995656
  nChanged 20
		SP:Iteration 66Q (26886.880000 sec): 3 clusters
  Score: Raw -4397888.189387 + Penalty 3453.047153 = -4394435.142234
  nChanged 12
		SP:Iteration 67Q (26887.260000 sec): 3 clusters
  Score: Raw -4397888.900374 + Penalty 3453.047153 = -4394435.853221
  nChanged 12
		SP:Iteration 68Q (26887.670000 sec): 3 clusters
  Score: Raw -4397889.475626 + Penalty 3453.047153 = -4394436.428473
  nChanged 9
		SP:Iteration 69Q (26888.050000 sec): 3 clusters
  Score: Raw -4397889.944002 + Penalty 3453.047153 = -4394436.896849
  nChanged 8
		SP:Iteration 70Q (26888.450000 sec): 3 clusters
  Score: Raw -4397890.333427 + Penalty 3453.047153 = -4394437.286274
  nChanged 8
		SP:Iteration 71Q (26888.910000 sec): 3 clusters
  Score: Raw -4397890.878995 + Penalty 3453.047153 = -4394437.831842
  nChanged 16
		SP:Iteration 72Q (26889.320000 sec): 3 clusters
  Score: Raw -4397891.996571 + Penalty 3453.047153 = -4394438.949418
  nChanged 14
		SP:Iteration 73Q (26889.740000 sec): 3 clusters
  Score: Raw -4397892.736266 + Penalty 3453.047153 = -4394439.689114
  nChanged 3
		SP:Iteration 74Q (26890.110000 sec): 3 clusters
  Score: Raw -4397892.915570 + Penalty 3453.047153 = -4394439.868417
  nChanged 4
		SP:Iteration 75Q (26890.500000 sec): 3 clusters
  Score: Raw -4397893.036313 + Penalty 3453.047153 = -4394439.989160
  nChanged 2
		SP:Iteration 76Q (26890.940000 sec): 3 clusters
  Score: Raw -4397893.106298 + Penalty 3453.047153 = -4394440.059145
  nChanged 2
		SP:Iteration 77Q (26891.310000 sec): 3 clusters
  Score: Raw -4397893.159354 + Penalty 3453.047153 = -4394440.112201
  nChanged 2
		SP:Iteration 78Q (26891.700000 sec): 3 clusters
  Score: Raw -4397893.312121 + Penalty 3453.047153 = -4394440.264968
  nChanged 2
		SP:Iteration 79Q (26892.100000 sec): 3 clusters
  Score: Raw -4397893.403493 + Penalty 3453.047153 = -4394440.356340
  nChanged 2
		SP:Iteration 80F (26892.560000 sec): 3 clusters
  Score: Raw -4397893.467410 + Penalty 3453.047153 = -4394440.420257
  nChanged 1
		SP:Iteration 81Q (26892.920000 sec): 3 clusters
  Score: Raw -4397893.505251 + Penalty 3453.047153 = -4394440.458098
  nChanged 2
		SP:Iteration 82Q (26893.310000 sec): 3 clusters
  Score: Raw -4397893.597955 + Penalty 3453.047153 = -4394440.550802
  nChanged 2
		SP:Iteration 83Q (26893.660000 sec): 3 clusters
  Score: Raw -4397893.629250 + Penalty 3453.047153 = -4394440.582097
  nChanged 1
		SP:Iteration 84Q (26894.020000 sec): 3 clusters
  Score: Raw -4397893.647133 + Penalty 3453.047153 = -4394440.599980
  nChanged 2
		SP:Iteration 85Q (26894.390000 sec): 3 clusters
  Score: Raw -4397893.729235 + Penalty 3453.047153 = -4394440.682082
  nChanged 2
		SP:Iteration 86Q (26894.770000 sec): 3 clusters
  Score: Raw -4397893.814955 + Penalty 3453.047153 = -4394440.767803
  nChanged 3
		SP:Iteration 87Q (26895.160000 sec): 3 clusters
  Score: Raw -4397893.917018 + Penalty 3453.047153 = -4394440.869865
  nChanged 3
		SP:Iteration 88Q (26895.500000 sec): 3 clusters
  Score: Raw -4397894.097049 + Penalty 3453.047153 = -4394441.049896
  nChanged 4
		SP:Iteration 89Q (26895.890000 sec): 3 clusters
  Score: Raw -4397894.296044 + Penalty 3453.047153 = -4394441.248891
  nChanged 6
		SP:Iteration 90Q (26896.260000 sec): 3 clusters
  Score: Raw -4397894.522621 + Penalty 3453.047153 = -4394441.475468
  nChanged 6
		SP:Iteration 91Q (26896.580000 sec): 3 clusters
  Score: Raw -4397894.855897 + Penalty 3453.047153 = -4394441.808744
  nChanged 3
		SP:Iteration 92Q (26896.950000 sec): 3 clusters
  Score: Raw -4397894.965497 + Penalty 3453.047153 = -4394441.918344
  nChanged 1
		SP:Iteration 93Q (26897.360000 sec): 3 clusters
  Score: Raw -4397895.004965 + Penalty 3453.047153 = -4394441.957812
  nChanged 2
		SP:Iteration 94Q (26897.700000 sec): 3 clusters
  Score: Raw -4397895.077643 + Penalty 3453.047153 = -4394442.030490
  nChanged 5
		SP:Iteration 95Q (26898.030000 sec): 3 clusters
  Score: Raw -4397895.306030 + Penalty 3453.047153 = -4394442.258878
  nChanged 3
		SP:Iteration 96Q (26898.380000 sec): 3 clusters
  Score: Raw -4397895.443206 + Penalty 3453.047153 = -4394442.396053
  nChanged 5
		SP:Iteration 97Q (26898.740000 sec): 3 clusters
  Score: Raw -4397895.761211 + Penalty 3453.047153 = -4394442.714059
  nChanged 4
		SP:Iteration 98Q (26899.130000 sec): 3 clusters
  Score: Raw -4397895.995282 + Penalty 3453.047153 = -4394442.948129
  nChanged 7
		SP:Iteration 99Q (26899.540000 sec): 3 clusters
  Score: Raw -4397896.448992 + Penalty 3453.047153 = -4394443.401839
  nChanged 6
		SP:Iteration 100F (26899.880000 sec): 3 clusters
  Score: Raw -4397896.694152 + Penalty 3453.047153 = -4394443.647000
  nChanged 3
		SP:Iteration 101Q (26900.220000 sec): 3 clusters
  Score: Raw -4397896.822265 + Penalty 3453.047153 = -4394443.775112
  nChanged 2
		SP:Iteration 102Q (26900.620000 sec): 3 clusters
  Score: Raw -4397896.890947 + Penalty 3453.047153 = -4394443.843794
  nChanged 0
		SP:Iteration 103F (26900.990000 sec): 3 clusters
  Score: Raw -4397896.890947 + Penalty 3453.047153 = -4394443.843794
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 20 (1845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26901.110000 sec): 2 clusters
  Score: Raw -188159.842894 + Penalty 1222.038115 = -186937.804779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26901.300000 sec): 3 clusters
  Score: Raw -187355.711990 + Penalty 2444.076231 = -184911.635759
  nChanged 643
		SP:Iteration 1F (26901.450000 sec): 3 clusters
  Score: Raw -187740.633358 + Penalty 2444.076231 = -185296.557128
  nChanged 161
		SP:Iteration 2F (26901.600000 sec): 3 clusters
  Score: Raw -187872.107886 + Penalty 2444.076231 = -185428.031655
  nChanged 101
		SP:Iteration 3F (26901.810000 sec): 3 clusters
  Score: Raw -187956.546568 + Penalty 2444.076231 = -185512.470337
  nChanged 76
		SP:Iteration 4Q (26901.990000 sec): 3 clusters
  Score: Raw -188023.366359 + Penalty 2444.076231 = -185579.290128
  nChanged 59
		SP:Iteration 5Q (26902.190000 sec): 3 clusters
  Score: Raw -188078.309552 + Penalty 2444.076231 = -185634.233321
  nChanged 61
		SP:Iteration 6Q (26902.420000 sec): 3 clusters
  Score: Raw -188146.212049 + Penalty 2444.076231 = -185702.135818
  nChanged 54
		SP:Iteration 7Q (26902.640000 sec): 3 clusters
  Score: Raw -188199.448106 + Penalty 2444.076231 = -185755.371875
  nChanged 43
		SP:Iteration 8Q (26902.840000 sec): 3 clusters
  Score: Raw -188243.607917 + Penalty 2444.076231 = -185799.531686
  nChanged 49
		SP:Iteration 9Q (26902.980000 sec): 3 clusters
  Score: Raw -188294.338698 + Penalty 2444.076231 = -185850.262467
  nChanged 51
		SP:Iteration 10Q (26903.120000 sec): 3 clusters
  Score: Raw -188344.333112 + Penalty 2444.076231 = -185900.256881
  nChanged 42
		SP:Iteration 11Q (26903.270000 sec): 3 clusters
  Score: Raw -188390.046395 + Penalty 2444.076231 = -185945.970164
  nChanged 43
		SP:Iteration 12Q (26903.460000 sec): 3 clusters
  Score: Raw -188439.263234 + Penalty 2444.076231 = -185995.187004
  nChanged 33
		SP:Iteration 13Q (26903.600000 sec): 3 clusters
  Score: Raw -188468.192917 + Penalty 2444.076231 = -186024.116686
  nChanged 26
		SP:Iteration 14Q (26903.790000 sec): 3 clusters
  Score: Raw -188490.875346 + Penalty 2444.076231 = -186046.799115
  nChanged 21
		SP:Iteration 15Q (26903.930000 sec): 3 clusters
  Score: Raw -188505.490974 + Penalty 2444.076231 = -186061.414743
  nChanged 9
		SP:Iteration 16Q (26904.120000 sec): 3 clusters
  Score: Raw -188512.172986 + Penalty 2444.076231 = -186068.096755
  nChanged 6
		SP:Iteration 17Q (26904.280000 sec): 3 clusters
  Score: Raw -188516.740711 + Penalty 2444.076231 = -186072.664480
  nChanged 7
		SP:Iteration 18Q (26904.520000 sec): 3 clusters
  Score: Raw -188520.977791 + Penalty 2444.076231 = -186076.901560
  nChanged 5
		SP:Iteration 19Q (26904.680000 sec): 3 clusters
  Score: Raw -188524.360576 + Penalty 2444.076231 = -186080.284345
  nChanged 8
		SP:Iteration 20F (26904.860000 sec): 3 clusters
  Score: Raw -188531.995458 + Penalty 2444.076231 = -186087.919227
  nChanged 9
		SP:Iteration 21Q (26905.040000 sec): 3 clusters
  Score: Raw -188541.732103 + Penalty 2444.076231 = -186097.655873
  nChanged 16
		SP:Iteration 22Q (26905.200000 sec): 3 clusters
  Score: Raw -188558.294398 + Penalty 2444.076231 = -186114.218167
  nChanged 20
		SP:Iteration 23Q (26905.320000 sec): 3 clusters
  Score: Raw -188588.181218 + Penalty 2444.076231 = -186144.104987
  nChanged 21
		SP:Iteration 24Q (26905.530000 sec): 3 clusters
  Score: Raw -188625.689492 + Penalty 2444.076231 = -186181.613262
  nChanged 31
		SP:Iteration 25Q (26905.740000 sec): 3 clusters
  Score: Raw -188669.080998 + Penalty 2444.076231 = -186225.004767
  nChanged 26
		SP:Iteration 26Q (26905.910000 sec): 3 clusters
  Score: Raw -188722.504662 + Penalty 2444.076231 = -186278.428431
  nChanged 31
		SP:Iteration 27Q (26906.060000 sec): 3 clusters
  Score: Raw -188780.508683 + Penalty 2444.076231 = -186336.432452
  nChanged 30
		SP:Iteration 28Q (26906.230000 sec): 3 clusters
  Score: Raw -188825.847545 + Penalty 2444.076231 = -186381.771314
  nChanged 26
		SP:Iteration 29Q (26906.420000 sec): 3 clusters
  Score: Raw -188868.821248 + Penalty 2444.076231 = -186424.745017
  nChanged 27
		SP:Iteration 30Q (26906.610000 sec): 3 clusters
  Score: Raw -188910.729479 + Penalty 2444.076231 = -186466.653248
  nChanged 15
		SP:Iteration 31Q (26906.800000 sec): 3 clusters
  Score: Raw -188929.279334 + Penalty 2444.076231 = -186485.203103
  nChanged 8
		SP:Iteration 32Q (26907.030000 sec): 3 clusters
  Score: Raw -188938.529161 + Penalty 2444.076231 = -186494.452931
  nChanged 4
		SP:Iteration 33Q (26907.180000 sec): 3 clusters
  Score: Raw -188942.207072 + Penalty 2444.076231 = -186498.130841
  nChanged 0
		SP:Iteration 34F (26907.330000 sec): 3 clusters
  Score: Raw -188942.207072 + Penalty 2444.076231 = -186498.130841
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 21 (3134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26907.440000 sec): 2 clusters
  Score: Raw -338978.653781 + Penalty 1308.135631 = -337670.518150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26907.630000 sec): 3 clusters
  Score: Raw -337544.149413 + Penalty 2616.271262 = -334927.878150
  nChanged 1175
		SP:Iteration 1F (26907.830000 sec): 3 clusters
  Score: Raw -338226.487277 + Penalty 2616.271262 = -335610.216014
  nChanged 205
		SP:Iteration 2F (26908.030000 sec): 3 clusters
  Score: Raw -338347.510921 + Penalty 2616.271262 = -335731.239659
  nChanged 134
		SP:Iteration 3Q (26908.220000 sec): 3 clusters
  Score: Raw -338423.420543 + Penalty 2616.271262 = -335807.149281
  nChanged 96
		SP:Iteration 4Q (26908.460000 sec): 3 clusters
  Score: Raw -338478.459157 + Penalty 2616.271262 = -335862.187895
  nChanged 75
		SP:Iteration 5Q (26908.600000 sec): 3 clusters
  Score: Raw -338517.314785 + Penalty 2616.271262 = -335901.043523
  nChanged 65
		SP:Iteration 6Q (26908.790000 sec): 3 clusters
  Score: Raw -338553.349564 + Penalty 2616.271262 = -335937.078302
  nChanged 62
		SP:Iteration 7Q (26908.940000 sec): 3 clusters
  Score: Raw -338586.585904 + Penalty 2616.271262 = -335970.314642
  nChanged 55
		SP:Iteration 8Q (26909.120000 sec): 3 clusters
  Score: Raw -338614.204390 + Penalty 2616.271262 = -335997.933128
  nChanged 52
		SP:Iteration 9Q (26909.320000 sec): 3 clusters
  Score: Raw -338640.150788 + Penalty 2616.271262 = -336023.879525
  nChanged 49
		SP:Iteration 10Q (26909.460000 sec): 3 clusters
  Score: Raw -338667.059509 + Penalty 2616.271262 = -336050.788247
  nChanged 47
		SP:Iteration 11Q (26909.680000 sec): 3 clusters
  Score: Raw -338688.255602 + Penalty 2616.271262 = -336071.984340
  nChanged 42
		SP:Iteration 12Q (26909.870000 sec): 3 clusters
  Score: Raw -338708.492239 + Penalty 2616.271262 = -336092.220977
  nChanged 50
		SP:Iteration 13Q (26910.050000 sec): 3 clusters
  Score: Raw -338736.492616 + Penalty 2616.271262 = -336120.221354
  nChanged 67
		SP:Iteration 14Q (26910.220000 sec): 3 clusters
  Score: Raw -338785.235069 + Penalty 2616.271262 = -336168.963807
  nChanged 81
		SP:Iteration 15Q (26910.400000 sec): 3 clusters
  Score: Raw -338846.516992 + Penalty 2616.271262 = -336230.245730
  nChanged 95
		SP:Iteration 16Q (26910.570000 sec): 3 clusters
  Score: Raw -338906.289266 + Penalty 2616.271262 = -336290.018003
  nChanged 95
		SP:Iteration 17Q (26910.750000 sec): 3 clusters
  Score: Raw -338967.928958 + Penalty 2616.271262 = -336351.657696
  nChanged 80
		SP:Iteration 18Q (26910.940000 sec): 3 clusters
  Score: Raw -339023.898453 + Penalty 2616.271262 = -336407.627190
  nChanged 96
		SP:Iteration 19Q (26911.120000 sec): 3 clusters
  Score: Raw -339091.815829 + Penalty 2616.271262 = -336475.544567
  nChanged 78
		SP:Iteration 20F (26911.260000 sec): 3 clusters
  Score: Raw -339138.229463 + Penalty 2616.271262 = -336521.958200
  nChanged 49
		SP:Iteration 21Q (26911.440000 sec): 3 clusters
  Score: Raw -339170.935296 + Penalty 2616.271262 = -336554.664034
  nChanged 40
		SP:Iteration 22Q (26911.650000 sec): 3 clusters
  Score: Raw -339195.134190 + Penalty 2616.271262 = -336578.862928
  nChanged 31
		SP:Iteration 23Q (26911.840000 sec): 3 clusters
  Score: Raw -339211.781121 + Penalty 2616.271262 = -336595.509858
  nChanged 25
		SP:Iteration 24Q (26911.980000 sec): 3 clusters
  Score: Raw -339224.881981 + Penalty 2616.271262 = -336608.610719
  nChanged 21
		SP:Iteration 25Q (26912.220000 sec): 3 clusters
  Score: Raw -339235.614555 + Penalty 2616.271262 = -336619.343293
  nChanged 20
		SP:Iteration 26Q (26912.400000 sec): 3 clusters
  Score: Raw -339247.545501 + Penalty 2616.271262 = -336631.274239
  nChanged 18
		SP:Iteration 27Q (26912.620000 sec): 3 clusters
  Score: Raw -339257.686930 + Penalty 2616.271262 = -336641.415667
  nChanged 13
		SP:Iteration 28Q (26912.840000 sec): 3 clusters
  Score: Raw -339265.241601 + Penalty 2616.271262 = -336648.970339
  nChanged 15
		SP:Iteration 29Q (26912.970000 sec): 3 clusters
  Score: Raw -339273.115574 + Penalty 2616.271262 = -336656.844311
  nChanged 12
		SP:Iteration 30Q (26913.170000 sec): 3 clusters
  Score: Raw -339282.405731 + Penalty 2616.271262 = -336666.134469
  nChanged 12
		SP:Iteration 31Q (26913.460000 sec): 3 clusters
  Score: Raw -339289.339345 + Penalty 2616.271262 = -336673.068083
  nChanged 10
		SP:Iteration 32Q (26913.660000 sec): 3 clusters
  Score: Raw -339299.509988 + Penalty 2616.271262 = -336683.238725
  nChanged 11
		SP:Iteration 33Q (26913.830000 sec): 3 clusters
  Score: Raw -339311.724210 + Penalty 2616.271262 = -336695.452947
  nChanged 11
		SP:Iteration 34Q (26913.990000 sec): 3 clusters
  Score: Raw -339323.312219 + Penalty 2616.271262 = -336707.040956
  nChanged 9
		SP:Iteration 35Q (26914.170000 sec): 3 clusters
  Score: Raw -339330.237029 + Penalty 2616.271262 = -336713.965767
  nChanged 11
		SP:Iteration 36Q (26914.330000 sec): 3 clusters
  Score: Raw -339339.886738 + Penalty 2616.271262 = -336723.615475
  nChanged 10
		SP:Iteration 37Q (26914.480000 sec): 3 clusters
  Score: Raw -339345.059849 + Penalty 2616.271262 = -336728.788587
  nChanged 6
		SP:Iteration 38Q (26914.670000 sec): 3 clusters
  Score: Raw -339348.479506 + Penalty 2616.271262 = -336732.208244
  nChanged 4
		SP:Iteration 39Q (26914.900000 sec): 3 clusters
  Score: Raw -339351.239439 + Penalty 2616.271262 = -336734.968177
  nChanged 3
		SP:Iteration 40F (26915.060000 sec): 3 clusters
  Score: Raw -339352.965691 + Penalty 2616.271262 = -336736.694429
  nChanged 2
		SP:Iteration 41Q (26915.280000 sec): 3 clusters
  Score: Raw -339355.191043 + Penalty 2616.271262 = -336738.919780
  nChanged 6
		SP:Iteration 42Q (26915.420000 sec): 3 clusters
  Score: Raw -339359.124809 + Penalty 2616.271262 = -336742.853546
  nChanged 4
		SP:Iteration 43Q (26915.620000 sec): 3 clusters
  Score: Raw -339363.846879 + Penalty 2616.271262 = -336747.575617
  nChanged 3
		SP:Iteration 44Q (26915.800000 sec): 3 clusters
  Score: Raw -339366.540055 + Penalty 2616.271262 = -336750.268792
  nChanged 2
		SP:Iteration 45Q (26915.910000 sec): 3 clusters
  Score: Raw -339367.910690 + Penalty 2616.271262 = -336751.639428
  nChanged 0
		SP:Iteration 46F (26916.070000 sec): 3 clusters
  Score: Raw -339367.910690 + Penalty 2616.271262 = -336751.639428
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 22 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26916.150000 sec): 2 clusters
  Score: Raw -33727.542537 + Penalty 955.132065 = -32772.410472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26916.310000 sec): 3 clusters
  Score: Raw -33767.854379 + Penalty 1910.264129 = -31857.590250
  nChanged 70
		SP:Iteration 1F (26916.480000 sec): 3 clusters
  Score: Raw -33872.515789 + Penalty 1910.264129 = -31962.251660
  nChanged 14
		SP:Iteration 2Q (26916.630000 sec): 3 clusters
  Score: Raw -33898.615521 + Penalty 1910.264129 = -31988.351392
  nChanged 8
		SP:Iteration 3Q (26916.780000 sec): 3 clusters
  Score: Raw -33914.457272 + Penalty 1910.264129 = -32004.193142
  nChanged 5
		SP:Iteration 4Q (26916.930000 sec): 3 clusters
  Score: Raw -33928.598063 + Penalty 1910.264129 = -32018.333934
  nChanged 2
		SP:Iteration 5Q (26917.100000 sec): 3 clusters
  Score: Raw -33934.098894 + Penalty 1910.264129 = -32023.834765
  nChanged 3
		SP:Iteration 6Q (26917.250000 sec): 3 clusters
  Score: Raw -33944.255901 + Penalty 1910.264129 = -32033.991772
  nChanged 2
		SP:Iteration 7Q (26917.460000 sec): 3 clusters
  Score: Raw -33949.228337 + Penalty 1910.264129 = -32038.964208
  nChanged 4
		SP:Iteration 8Q (26917.600000 sec): 3 clusters
  Score: Raw -33954.974780 + Penalty 1910.264129 = -32044.710651
  nChanged 1
		SP:Iteration 9Q (26917.780000 sec): 3 clusters
  Score: Raw -33956.153650 + Penalty 1910.264129 = -32045.889521
  nChanged 0
		SP:Iteration 10F (26917.970000 sec): 3 clusters
  Score: Raw -33956.153650 + Penalty 1910.264129 = -32045.889521
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 23 (5233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26918.070000 sec): 2 clusters
  Score: Raw -494951.086645 + Penalty 1391.445251 = -493559.641394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26918.290000 sec): 3 clusters
  Score: Raw -492356.358778 + Penalty 2782.890502 = -489573.468276
  nChanged 2114
		SP:Iteration 1F (26918.490000 sec): 3 clusters
  Score: Raw -493750.380591 + Penalty 2782.890502 = -490967.490089
  nChanged 443
		SP:Iteration 2F (26918.690000 sec): 3 clusters
  Score: Raw -494049.271073 + Penalty 2782.890502 = -491266.380571
  nChanged 322
		SP:Iteration 3F (26918.920000 sec): 3 clusters
  Score: Raw -494272.504152 + Penalty 2782.890502 = -491489.613649
  nChanged 330
		SP:Iteration 4F (26919.090000 sec): 3 clusters
  Score: Raw -494497.123864 + Penalty 2782.890502 = -491714.233362
  nChanged 293
		SP:Iteration 5F (26919.280000 sec): 3 clusters
  Score: Raw -494696.051672 + Penalty 2782.890502 = -491913.161170
  nChanged 240
		SP:Iteration 6Q (26919.490000 sec): 3 clusters
  Score: Raw -494879.081947 + Penalty 2782.890502 = -492096.191445
  nChanged 224
		SP:Iteration 7Q (26919.670000 sec): 3 clusters
  Score: Raw -495036.756417 + Penalty 2782.890502 = -492253.865915
  nChanged 164
		SP:Iteration 8Q (26919.860000 sec): 3 clusters
  Score: Raw -495148.613285 + Penalty 2782.890502 = -492365.722783
  nChanged 152
		SP:Iteration 9Q (26920.070000 sec): 3 clusters
  Score: Raw -495271.337907 + Penalty 2782.890502 = -492488.447405
  nChanged 128
		SP:Iteration 10Q (26920.290000 sec): 3 clusters
  Score: Raw -495370.481314 + Penalty 2782.890502 = -492587.590812
  nChanged 96
		SP:Iteration 11Q (26920.520000 sec): 3 clusters
  Score: Raw -495437.488073 + Penalty 2782.890502 = -492654.597571
  nChanged 85
		SP:Iteration 12Q (26920.690000 sec): 3 clusters
  Score: Raw -495494.546561 + Penalty 2782.890502 = -492711.656059
  nChanged 63
		SP:Iteration 13Q (26920.860000 sec): 3 clusters
  Score: Raw -495531.246256 + Penalty 2782.890502 = -492748.355754
  nChanged 34
		SP:Iteration 14Q (26921.070000 sec): 3 clusters
  Score: Raw -495545.343843 + Penalty 2782.890502 = -492762.453341
  nChanged 17
		SP:Iteration 15Q (26921.250000 sec): 3 clusters
  Score: Raw -495554.727568 + Penalty 2782.890502 = -492771.837066
  nChanged 17
		SP:Iteration 16Q (26921.420000 sec): 3 clusters
  Score: Raw -495563.263711 + Penalty 2782.890502 = -492780.373209
  nChanged 11
		SP:Iteration 17Q (26921.600000 sec): 3 clusters
  Score: Raw -495568.346510 + Penalty 2782.890502 = -492785.456008
  nChanged 11
		SP:Iteration 18Q (26921.820000 sec): 3 clusters
  Score: Raw -495572.792451 + Penalty 2782.890502 = -492789.901949
  nChanged 12
		SP:Iteration 19Q (26922.000000 sec): 3 clusters
  Score: Raw -495578.216392 + Penalty 2782.890502 = -492795.325890
  nChanged 6
		SP:Iteration 20F (26922.190000 sec): 3 clusters
  Score: Raw -495581.537804 + Penalty 2782.890502 = -492798.647302
  nChanged 10
		SP:Iteration 21Q (26922.390000 sec): 3 clusters
  Score: Raw -495589.610394 + Penalty 2782.890502 = -492806.719892
  nChanged 5
		SP:Iteration 22Q (26922.570000 sec): 3 clusters
  Score: Raw -495592.060387 + Penalty 2782.890502 = -492809.169885
  nChanged 2
		SP:Iteration 23Q (26922.760000 sec): 3 clusters
  Score: Raw -495593.181934 + Penalty 2782.890502 = -492810.291432
  nChanged 1
		SP:Iteration 24Q (26923.030000 sec): 3 clusters
  Score: Raw -495594.192641 + Penalty 2782.890502 = -492811.302139
  nChanged 3
		SP:Iteration 25Q (26923.230000 sec): 3 clusters
  Score: Raw -495595.823216 + Penalty 2782.890502 = -492812.932714
  nChanged 5
		SP:Iteration 26Q (26923.480000 sec): 3 clusters
  Score: Raw -495597.702585 + Penalty 2782.890502 = -492814.812083
  nChanged 2
		SP:Iteration 27Q (26923.690000 sec): 3 clusters
  Score: Raw -495598.744876 + Penalty 2782.890502 = -492815.854374
  nChanged 3
		SP:Iteration 28Q (26923.910000 sec): 3 clusters
  Score: Raw -495600.419797 + Penalty 2782.890502 = -492817.529295
  nChanged 1
		SP:Iteration 29Q (26924.170000 sec): 3 clusters
  Score: Raw -495600.649522 + Penalty 2782.890502 = -492817.759020
  nChanged 0
		SP:Iteration 30F (26924.340000 sec): 3 clusters
  Score: Raw -495600.649522 + Penalty 2782.890502 = -492817.759020
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 24 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26924.520000 sec): 2 clusters
  Score: Raw -315096.953541 + Penalty 1299.182547 = -313797.770994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26924.690000 sec): 3 clusters
  Score: Raw -313719.784258 + Penalty 2598.365095 = -311121.419163
  nChanged 1117
		SP:Iteration 1F (26924.940000 sec): 3 clusters
  Score: Raw -314353.973221 + Penalty 2598.365095 = -311755.608126
  nChanged 232
		SP:Iteration 2F (26925.100000 sec): 3 clusters
  Score: Raw -314486.643114 + Penalty 2598.365095 = -311888.278020
  nChanged 141
		SP:Iteration 3Q (26925.330000 sec): 3 clusters
  Score: Raw -314544.786629 + Penalty 2598.365095 = -311946.421534
  nChanged 93
		SP:Iteration 4Q (26925.520000 sec): 3 clusters
  Score: Raw -314585.842390 + Penalty 2598.365095 = -311987.477295
  nChanged 79
		SP:Iteration 5Q (26925.700000 sec): 3 clusters
  Score: Raw -314621.452289 + Penalty 2598.365095 = -312023.087195
  nChanged 62
		SP:Iteration 6Q (26925.880000 sec): 3 clusters
  Score: Raw -314646.065960 + Penalty 2598.365095 = -312047.700865
  nChanged 49
		SP:Iteration 7Q (26926.090000 sec): 3 clusters
  Score: Raw -314665.796575 + Penalty 2598.365095 = -312067.431480
  nChanged 53
		SP:Iteration 8Q (26926.330000 sec): 3 clusters
  Score: Raw -314693.820720 + Penalty 2598.365095 = -312095.455625
  nChanged 62
		SP:Iteration 9Q (26926.510000 sec): 3 clusters
  Score: Raw -314721.578020 + Penalty 2598.365095 = -312123.212925
  nChanged 59
		SP:Iteration 10Q (26926.700000 sec): 3 clusters
  Score: Raw -314749.017240 + Penalty 2598.365095 = -312150.652146
  nChanged 59
		SP:Iteration 11Q (26926.860000 sec): 3 clusters
  Score: Raw -314774.673947 + Penalty 2598.365095 = -312176.308852
  nChanged 53
		SP:Iteration 12Q (26927.030000 sec): 3 clusters
  Score: Raw -314799.446656 + Penalty 2598.365095 = -312201.081561
  nChanged 45
		SP:Iteration 13Q (26927.210000 sec): 3 clusters
  Score: Raw -314820.310228 + Penalty 2598.365095 = -312221.945133
  nChanged 51
		SP:Iteration 14Q (26927.360000 sec): 3 clusters
  Score: Raw -314851.049164 + Penalty 2598.365095 = -312252.684069
  nChanged 71
		SP:Iteration 15Q (26927.560000 sec): 3 clusters
  Score: Raw -314890.103881 + Penalty 2598.365095 = -312291.738786
  nChanged 64
		SP:Iteration 16Q (26927.740000 sec): 3 clusters
  Score: Raw -314926.278132 + Penalty 2598.365095 = -312327.913037
  nChanged 60
		SP:Iteration 17Q (26927.920000 sec): 3 clusters
  Score: Raw -314959.670827 + Penalty 2598.365095 = -312361.305732
  nChanged 58
		SP:Iteration 18Q (26928.100000 sec): 3 clusters
  Score: Raw -314993.766763 + Penalty 2598.365095 = -312395.401669
  nChanged 49
		SP:Iteration 19Q (26928.280000 sec): 3 clusters
  Score: Raw -315022.443277 + Penalty 2598.365095 = -312424.078182
  nChanged 47
		SP:Iteration 20F (26928.460000 sec): 3 clusters
  Score: Raw -315050.153458 + Penalty 2598.365095 = -312451.788363
  nChanged 38
		SP:Iteration 21Q (26928.590000 sec): 3 clusters
  Score: Raw -315074.347691 + Penalty 2598.365095 = -312475.982596
  nChanged 36
		SP:Iteration 22Q (26928.780000 sec): 3 clusters
  Score: Raw -315100.958048 + Penalty 2598.365095 = -312502.592953
  nChanged 33
		SP:Iteration 23Q (26928.940000 sec): 3 clusters
  Score: Raw -315126.161167 + Penalty 2598.365095 = -312527.796072
  nChanged 29
		SP:Iteration 24Q (26929.160000 sec): 3 clusters
  Score: Raw -315145.628763 + Penalty 2598.365095 = -312547.263668
  nChanged 21
		SP:Iteration 25Q (26929.290000 sec): 3 clusters
  Score: Raw -315157.916142 + Penalty 2598.365095 = -312559.551047
  nChanged 22
		SP:Iteration 26Q (26929.510000 sec): 3 clusters
  Score: Raw -315171.442538 + Penalty 2598.365095 = -312573.077443
  nChanged 14
		SP:Iteration 27Q (26929.640000 sec): 3 clusters
  Score: Raw -315181.456227 + Penalty 2598.365095 = -312583.091133
  nChanged 12
		SP:Iteration 28Q (26929.800000 sec): 3 clusters
  Score: Raw -315189.036859 + Penalty 2598.365095 = -312590.671764
  nChanged 8
		SP:Iteration 29Q (26929.960000 sec): 3 clusters
  Score: Raw -315192.476591 + Penalty 2598.365095 = -312594.111496
  nChanged 3
		SP:Iteration 30Q (26930.220000 sec): 3 clusters
  Score: Raw -315194.425339 + Penalty 2598.365095 = -312596.060244
  nChanged 5
		SP:Iteration 31Q (26930.370000 sec): 3 clusters
  Score: Raw -315196.290634 + Penalty 2598.365095 = -312597.925540
  nChanged 1
		SP:Iteration 32Q (26930.600000 sec): 3 clusters
  Score: Raw -315196.715439 + Penalty 2598.365095 = -312598.350344
  nChanged 1
		SP:Iteration 33Q (26930.760000 sec): 3 clusters
  Score: Raw -315197.440768 + Penalty 2598.365095 = -312599.075673
  nChanged 2
		SP:Iteration 34Q (26930.970000 sec): 3 clusters
  Score: Raw -315198.586485 + Penalty 2598.365095 = -312600.221390
  nChanged 2
		SP:Iteration 35Q (26931.160000 sec): 3 clusters
  Score: Raw -315199.508066 + Penalty 2598.365095 = -312601.142971
  nChanged 0
		SP:Iteration 36F (26931.330000 sec): 3 clusters
  Score: Raw -315199.508066 + Penalty 2598.365095 = -312601.142971
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 25 (6454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26931.450000 sec): 2 clusters
  Score: Raw -675038.725481 + Penalty 1425.523998 = -673613.201482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26931.650000 sec): 3 clusters
  Score: Raw -671525.228528 + Penalty 2851.047996 = -668674.180532
  nChanged 2691
		SP:Iteration 1F (26931.890000 sec): 3 clusters
  Score: Raw -672950.739925 + Penalty 2851.047996 = -670099.691929
  nChanged 408
		SP:Iteration 2F (26932.070000 sec): 3 clusters
  Score: Raw -673132.870458 + Penalty 2851.047996 = -670281.822462
  nChanged 317
		SP:Iteration 3Q (26932.300000 sec): 3 clusters
  Score: Raw -673275.704708 + Penalty 2851.047996 = -670424.656712
  nChanged 251
		SP:Iteration 4Q (26932.510000 sec): 3 clusters
  Score: Raw -673396.003122 + Penalty 2851.047996 = -670544.955126
  nChanged 236
		SP:Iteration 5Q (26932.710000 sec): 3 clusters
  Score: Raw -673506.814135 + Penalty 2851.047996 = -670655.766139
  nChanged 214
		SP:Iteration 6Q (26932.940000 sec): 3 clusters
  Score: Raw -673602.309832 + Penalty 2851.047996 = -670751.261836
  nChanged 199
		SP:Iteration 7Q (26933.190000 sec): 3 clusters
  Score: Raw -673693.964428 + Penalty 2851.047996 = -670842.916432
  nChanged 202
		SP:Iteration 8Q (26933.380000 sec): 3 clusters
  Score: Raw -673794.909562 + Penalty 2851.047996 = -670943.861566
  nChanged 213
		SP:Iteration 9Q (26933.600000 sec): 3 clusters
  Score: Raw -673890.047608 + Penalty 2851.047996 = -671038.999612
  nChanged 198
		SP:Iteration 10Q (26933.810000 sec): 3 clusters
  Score: Raw -673976.900944 + Penalty 2851.047996 = -671125.852948
  nChanged 200
		SP:Iteration 11Q (26934.000000 sec): 3 clusters
  Score: Raw -674079.173833 + Penalty 2851.047996 = -671228.125837
  nChanged 207
		SP:Iteration 12Q (26934.190000 sec): 3 clusters
  Score: Raw -674175.808113 + Penalty 2851.047996 = -671324.760117
  nChanged 181
		SP:Iteration 13Q (26934.460000 sec): 3 clusters
  Score: Raw -674274.574321 + Penalty 2851.047996 = -671423.526325
  nChanged 169
		SP:Iteration 14Q (26934.690000 sec): 3 clusters
  Score: Raw -674368.457342 + Penalty 2851.047996 = -671517.409345
  nChanged 185
		SP:Iteration 15Q (26934.910000 sec): 3 clusters
  Score: Raw -674470.086941 + Penalty 2851.047996 = -671619.038945
  nChanged 182
		SP:Iteration 16Q (26935.150000 sec): 3 clusters
  Score: Raw -674573.322264 + Penalty 2851.047996 = -671722.274268
  nChanged 158
		SP:Iteration 17Q (26935.370000 sec): 3 clusters
  Score: Raw -674665.464684 + Penalty 2851.047996 = -671814.416688
  nChanged 171
		SP:Iteration 18Q (26935.600000 sec): 3 clusters
  Score: Raw -674775.449927 + Penalty 2851.047996 = -671924.401931
  nChanged 175
		SP:Iteration 19Q (26935.790000 sec): 3 clusters
  Score: Raw -674887.575904 + Penalty 2851.047996 = -672036.527908
  nChanged 155
		SP:Iteration 20F (26935.940000 sec): 3 clusters
  Score: Raw -674986.782599 + Penalty 2851.047996 = -672135.734603
  nChanged 151
		SP:Iteration 21Q (26936.150000 sec): 3 clusters
  Score: Raw -675094.311657 + Penalty 2851.047996 = -672243.263661
  nChanged 137
		SP:Iteration 22Q (26936.380000 sec): 3 clusters
  Score: Raw -675174.577319 + Penalty 2851.047996 = -672323.529323
  nChanged 100
		SP:Iteration 23Q (26936.620000 sec): 3 clusters
  Score: Raw -675221.549807 + Penalty 2851.047996 = -672370.501811
  nChanged 83
		SP:Iteration 24Q (26936.870000 sec): 3 clusters
  Score: Raw -675262.384062 + Penalty 2851.047996 = -672411.336066
  nChanged 68
		SP:Iteration 25Q (26937.100000 sec): 3 clusters
  Score: Raw -675288.335616 + Penalty 2851.047996 = -672437.287620
  nChanged 50
		SP:Iteration 26Q (26937.290000 sec): 3 clusters
  Score: Raw -675303.576803 + Penalty 2851.047996 = -672452.528807
  nChanged 31
		SP:Iteration 27Q (26937.520000 sec): 3 clusters
  Score: Raw -675312.087569 + Penalty 2851.047996 = -672461.039573
  nChanged 27
		SP:Iteration 28Q (26937.780000 sec): 3 clusters
  Score: Raw -675320.196024 + Penalty 2851.047996 = -672469.148028
  nChanged 23
		SP:Iteration 29Q (26937.970000 sec): 3 clusters
  Score: Raw -675329.273831 + Penalty 2851.047996 = -672478.225834
  nChanged 25
		SP:Iteration 30Q (26938.170000 sec): 3 clusters
  Score: Raw -675335.886571 + Penalty 2851.047996 = -672484.838575
  nChanged 14
		SP:Iteration 31Q (26938.400000 sec): 3 clusters
  Score: Raw -675338.352945 + Penalty 2851.047996 = -672487.304949
  nChanged 9
		SP:Iteration 32Q (26938.630000 sec): 3 clusters
  Score: Raw -675340.174379 + Penalty 2851.047996 = -672489.126383
  nChanged 9
		SP:Iteration 33Q (26938.840000 sec): 3 clusters
  Score: Raw -675342.752333 + Penalty 2851.047996 = -672491.704337
  nChanged 6
		SP:Iteration 34Q (26939.040000 sec): 3 clusters
  Score: Raw -675344.173247 + Penalty 2851.047996 = -672493.125251
  nChanged 4
		SP:Iteration 35Q (26939.260000 sec): 3 clusters
  Score: Raw -675344.718409 + Penalty 2851.047996 = -672493.670413
  nChanged 6
		SP:Iteration 36Q (26939.460000 sec): 3 clusters
  Score: Raw -675345.942224 + Penalty 2851.047996 = -672494.894228
  nChanged 2
		SP:Iteration 37Q (26939.670000 sec): 3 clusters
  Score: Raw -675346.295352 + Penalty 2851.047996 = -672495.247355
  nChanged 1
		SP:Iteration 38Q (26939.850000 sec): 3 clusters
  Score: Raw -675346.392673 + Penalty 2851.047996 = -672495.344677
  nChanged 0
		SP:Iteration 39F (26940.040000 sec): 3 clusters
  Score: Raw -675346.392673 + Penalty 2851.047996 = -672495.344677
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 26 (5035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26940.150000 sec): 2 clusters
  Score: Raw -466037.735829 + Penalty 1385.177431 = -464652.558398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26940.350000 sec): 3 clusters
  Score: Raw -463469.320160 + Penalty 2770.354862 = -460698.965298
  nChanged 2028
		SP:Iteration 1F (26940.530000 sec): 3 clusters
  Score: Raw -464698.748396 + Penalty 2770.354862 = -461928.393535
  nChanged 421
		SP:Iteration 2F (26940.720000 sec): 3 clusters
  Score: Raw -464985.393528 + Penalty 2770.354862 = -462215.038666
  nChanged 344
		SP:Iteration 3F (26940.910000 sec): 3 clusters
  Score: Raw -465259.251381 + Penalty 2770.354862 = -462488.896519
  nChanged 299
		SP:Iteration 4F (26941.100000 sec): 3 clusters
  Score: Raw -465513.610483 + Penalty 2770.354862 = -462743.255621
  nChanged 266
		SP:Iteration 5F (26941.280000 sec): 3 clusters
  Score: Raw -465737.060427 + Penalty 2770.354862 = -462966.705566
  nChanged 240
		SP:Iteration 6Q (26941.460000 sec): 3 clusters
  Score: Raw -465930.544844 + Penalty 2770.354862 = -463160.189982
  nChanged 212
		SP:Iteration 7Q (26941.660000 sec): 3 clusters
  Score: Raw -466098.130586 + Penalty 2770.354862 = -463327.775724
  nChanged 178
		SP:Iteration 8Q (26941.880000 sec): 3 clusters
  Score: Raw -466247.790684 + Penalty 2770.354862 = -463477.435822
  nChanged 178
		SP:Iteration 9Q (26942.040000 sec): 3 clusters
  Score: Raw -466405.262818 + Penalty 2770.354862 = -463634.907956
  nChanged 179
		SP:Iteration 10Q (26942.260000 sec): 3 clusters
  Score: Raw -466567.653471 + Penalty 2770.354862 = -463797.298609
  nChanged 165
		SP:Iteration 11Q (26942.440000 sec): 3 clusters
  Score: Raw -466686.297442 + Penalty 2770.354862 = -463915.942580
  nChanged 114
		SP:Iteration 12Q (26942.640000 sec): 3 clusters
  Score: Raw -466754.863976 + Penalty 2770.354862 = -463984.509114
  nChanged 86
		SP:Iteration 13Q (26942.840000 sec): 3 clusters
  Score: Raw -466791.663722 + Penalty 2770.354862 = -464021.308860
  nChanged 66
		SP:Iteration 14Q (26942.990000 sec): 3 clusters
  Score: Raw -466812.490049 + Penalty 2770.354862 = -464042.135187
  nChanged 48
		SP:Iteration 15Q (26943.170000 sec): 3 clusters
  Score: Raw -466827.149143 + Penalty 2770.354862 = -464056.794281
  nChanged 36
		SP:Iteration 16Q (26943.330000 sec): 3 clusters
  Score: Raw -466837.022019 + Penalty 2770.354862 = -464066.667158
  nChanged 34
		SP:Iteration 17Q (26943.510000 sec): 3 clusters
  Score: Raw -466847.040478 + Penalty 2770.354862 = -464076.685616
  nChanged 24
		SP:Iteration 18Q (26943.650000 sec): 3 clusters
  Score: Raw -466853.352319 + Penalty 2770.354862 = -464082.997457
  nChanged 24
		SP:Iteration 19Q (26943.820000 sec): 3 clusters
  Score: Raw -466860.768340 + Penalty 2770.354862 = -464090.413478
  nChanged 27
		SP:Iteration 20F (26944.010000 sec): 3 clusters
  Score: Raw -466867.346903 + Penalty 2770.354862 = -464096.992041
  nChanged 27
		SP:Iteration 21Q (26944.290000 sec): 3 clusters
  Score: Raw -466873.482608 + Penalty 2770.354862 = -464103.127747
  nChanged 27
		SP:Iteration 22Q (26944.490000 sec): 3 clusters
  Score: Raw -466879.797578 + Penalty 2770.354862 = -464109.442716
  nChanged 17
		SP:Iteration 23Q (26944.760000 sec): 3 clusters
  Score: Raw -466884.331858 + Penalty 2770.354862 = -464113.976996
  nChanged 21
		SP:Iteration 24Q (26944.940000 sec): 3 clusters
  Score: Raw -466891.469604 + Penalty 2770.354862 = -464121.114743
  nChanged 18
		SP:Iteration 25Q (26945.110000 sec): 3 clusters
  Score: Raw -466897.058947 + Penalty 2770.354862 = -464126.704086
  nChanged 25
		SP:Iteration 26Q (26945.280000 sec): 3 clusters
  Score: Raw -466904.383602 + Penalty 2770.354862 = -464134.028740
  nChanged 21
		SP:Iteration 27Q (26945.520000 sec): 3 clusters
  Score: Raw -466910.980967 + Penalty 2770.354862 = -464140.626105
  nChanged 24
		SP:Iteration 28Q (26945.720000 sec): 3 clusters
  Score: Raw -466917.338020 + Penalty 2770.354862 = -464146.983158
  nChanged 21
		SP:Iteration 29Q (26945.890000 sec): 3 clusters
  Score: Raw -466923.261226 + Penalty 2770.354862 = -464152.906365
  nChanged 23
		SP:Iteration 30Q (26946.060000 sec): 3 clusters
  Score: Raw -466930.837031 + Penalty 2770.354862 = -464160.482169
  nChanged 23
		SP:Iteration 31Q (26946.240000 sec): 3 clusters
  Score: Raw -466936.356118 + Penalty 2770.354862 = -464166.001257
  nChanged 19
		SP:Iteration 32Q (26946.400000 sec): 3 clusters
  Score: Raw -466940.814375 + Penalty 2770.354862 = -464170.459513
  nChanged 20
		SP:Iteration 33Q (26946.690000 sec): 3 clusters
  Score: Raw -466945.913485 + Penalty 2770.354862 = -464175.558623
  nChanged 24
		SP:Iteration 34Q (26946.990000 sec): 3 clusters
  Score: Raw -466952.972972 + Penalty 2770.354862 = -464182.618111
  nChanged 24
		SP:Iteration 35Q (26947.230000 sec): 3 clusters
  Score: Raw -466961.763607 + Penalty 2770.354862 = -464191.408745
  nChanged 34
		SP:Iteration 36Q (26947.430000 sec): 3 clusters
  Score: Raw -466974.295096 + Penalty 2770.354862 = -464203.940235
  nChanged 31
		SP:Iteration 37Q (26947.680000 sec): 3 clusters
  Score: Raw -466985.897073 + Penalty 2770.354862 = -464215.542212
  nChanged 25
		SP:Iteration 38Q (26947.870000 sec): 3 clusters
  Score: Raw -466995.294521 + Penalty 2770.354862 = -464224.939660
  nChanged 27
		SP:Iteration 39Q (26948.140000 sec): 3 clusters
  Score: Raw -467003.687241 + Penalty 2770.354862 = -464233.332379
  nChanged 28
		SP:Iteration 40F (26948.360000 sec): 3 clusters
  Score: Raw -467012.345447 + Penalty 2770.354862 = -464241.990585
  nChanged 29
		SP:Iteration 41Q (26948.540000 sec): 3 clusters
  Score: Raw -467021.950032 + Penalty 2770.354862 = -464251.595171
  nChanged 21
		SP:Iteration 42Q (26948.710000 sec): 3 clusters
  Score: Raw -467027.581428 + Penalty 2770.354862 = -464257.226567
  nChanged 20
		SP:Iteration 43Q (26948.900000 sec): 3 clusters
  Score: Raw -467033.372857 + Penalty 2770.354862 = -464263.017995
  nChanged 13
		SP:Iteration 44Q (26949.080000 sec): 3 clusters
  Score: Raw -467036.961480 + Penalty 2770.354862 = -464266.606619
  nChanged 8
		SP:Iteration 45Q (26949.270000 sec): 3 clusters
  Score: Raw -467039.225267 + Penalty 2770.354862 = -464268.870405
  nChanged 7
		SP:Iteration 46Q (26949.430000 sec): 3 clusters
  Score: Raw -467041.710572 + Penalty 2770.354862 = -464271.355710
  nChanged 12
		SP:Iteration 47Q (26949.640000 sec): 3 clusters
  Score: Raw -467044.566843 + Penalty 2770.354862 = -464274.211981
  nChanged 8
		SP:Iteration 48Q (26949.870000 sec): 3 clusters
  Score: Raw -467047.197836 + Penalty 2770.354862 = -464276.842974
  nChanged 9
		SP:Iteration 49Q (26950.070000 sec): 3 clusters
  Score: Raw -467049.809229 + Penalty 2770.354862 = -464279.454368
  nChanged 10
		SP:Iteration 50Q (26950.310000 sec): 3 clusters
  Score: Raw -467052.629956 + Penalty 2770.354862 = -464282.275094
  nChanged 8
		SP:Iteration 51Q (26950.500000 sec): 3 clusters
  Score: Raw -467054.552105 + Penalty 2770.354862 = -464284.197244
  nChanged 9
		SP:Iteration 52Q (26950.730000 sec): 3 clusters
  Score: Raw -467056.716220 + Penalty 2770.354862 = -464286.361358
  nChanged 5
		SP:Iteration 53Q (26950.960000 sec): 3 clusters
  Score: Raw -467057.440172 + Penalty 2770.354862 = -464287.085311
  nChanged 4
		SP:Iteration 54Q (26951.130000 sec): 3 clusters
  Score: Raw -467058.308496 + Penalty 2770.354862 = -464287.953634
  nChanged 4
		SP:Iteration 55Q (26951.350000 sec): 3 clusters
  Score: Raw -467058.995941 + Penalty 2770.354862 = -464288.641079
  nChanged 5
		SP:Iteration 56Q (26951.550000 sec): 3 clusters
  Score: Raw -467059.811312 + Penalty 2770.354862 = -464289.456451
  nChanged 2
		SP:Iteration 57Q (26951.720000 sec): 3 clusters
  Score: Raw -467060.290425 + Penalty 2770.354862 = -464289.935563
  nChanged 3
		SP:Iteration 58Q (26951.900000 sec): 3 clusters
  Score: Raw -467060.840551 + Penalty 2770.354862 = -464290.485689
  nChanged 3
		SP:Iteration 59Q (26952.090000 sec): 3 clusters
  Score: Raw -467061.779436 + Penalty 2770.354862 = -464291.424574
  nChanged 3
		SP:Iteration 60F (26952.270000 sec): 3 clusters
  Score: Raw -467062.366797 + Penalty 2770.354862 = -464292.011935
  nChanged 1
		SP:Iteration 61Q (26952.460000 sec): 3 clusters
  Score: Raw -467062.452526 + Penalty 2770.354862 = -464292.097664
  nChanged 2
		SP:Iteration 62Q (26952.640000 sec): 3 clusters
  Score: Raw -467062.990795 + Penalty 2770.354862 = -464292.635934
  nChanged 3
		SP:Iteration 63Q (26952.890000 sec): 3 clusters
  Score: Raw -467063.409829 + Penalty 2770.354862 = -464293.054967
  nChanged 3
		SP:Iteration 64Q (26953.070000 sec): 3 clusters
  Score: Raw -467063.969505 + Penalty 2770.354862 = -464293.614643
  nChanged 0
		SP:Iteration 65F (26953.270000 sec): 3 clusters
  Score: Raw -467063.969505 + Penalty 2770.354862 = -464293.614643
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 27 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26953.410000 sec): 2 clusters
  Score: Raw -544808.433903 + Penalty 1392.651825 = -543415.782078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26953.620000 sec): 3 clusters
  Score: Raw -542077.435184 + Penalty 2785.303650 = -539292.131535
  nChanged 2113
		SP:Iteration 1F (26953.760000 sec): 3 clusters
  Score: Raw -543313.477582 + Penalty 2785.303650 = -540528.173932
  nChanged 457
		SP:Iteration 2F (26953.960000 sec): 3 clusters
  Score: Raw -543645.820565 + Penalty 2785.303650 = -540860.516915
  nChanged 397
		SP:Iteration 3F (26954.170000 sec): 3 clusters
  Score: Raw -543944.521676 + Penalty 2785.303650 = -541159.218026
  nChanged 336
		SP:Iteration 4F (26954.380000 sec): 3 clusters
  Score: Raw -544159.301141 + Penalty 2785.303650 = -541373.997492
  nChanged 243
		SP:Iteration 5Q (26954.590000 sec): 3 clusters
  Score: Raw -544292.596117 + Penalty 2785.303650 = -541507.292467
  nChanged 177
		SP:Iteration 6Q (26954.740000 sec): 3 clusters
  Score: Raw -544393.920884 + Penalty 2785.303650 = -541608.617234
  nChanged 165
		SP:Iteration 7Q (26954.920000 sec): 3 clusters
  Score: Raw -544465.217811 + Penalty 2785.303650 = -541679.914161
  nChanged 102
		SP:Iteration 8Q (26955.150000 sec): 3 clusters
  Score: Raw -544502.997557 + Penalty 2785.303650 = -541717.693908
  nChanged 63
		SP:Iteration 9Q (26955.410000 sec): 3 clusters
  Score: Raw -544526.792319 + Penalty 2785.303650 = -541741.488669
  nChanged 57
		SP:Iteration 10Q (26955.620000 sec): 3 clusters
  Score: Raw -544543.975917 + Penalty 2785.303650 = -541758.672267
  nChanged 50
		SP:Iteration 11Q (26955.890000 sec): 3 clusters
  Score: Raw -544558.853556 + Penalty 2785.303650 = -541773.549906
  nChanged 31
		SP:Iteration 12Q (26956.100000 sec): 3 clusters
  Score: Raw -544567.264431 + Penalty 2785.303650 = -541781.960781
  nChanged 34
		SP:Iteration 13Q (26956.320000 sec): 3 clusters
  Score: Raw -544576.916096 + Penalty 2785.303650 = -541791.612446
  nChanged 25
		SP:Iteration 14Q (26956.500000 sec): 3 clusters
  Score: Raw -544582.770142 + Penalty 2785.303650 = -541797.466492
  nChanged 19
		SP:Iteration 15Q (26956.700000 sec): 3 clusters
  Score: Raw -544588.483216 + Penalty 2785.303650 = -541803.179566
  nChanged 22
		SP:Iteration 16Q (26956.920000 sec): 3 clusters
  Score: Raw -544596.529561 + Penalty 2785.303650 = -541811.225912
  nChanged 31
		SP:Iteration 17Q (26957.130000 sec): 3 clusters
  Score: Raw -544607.125168 + Penalty 2785.303650 = -541821.821518
  nChanged 33
		SP:Iteration 18Q (26957.300000 sec): 3 clusters
  Score: Raw -544618.251029 + Penalty 2785.303650 = -541832.947379
  nChanged 41
		SP:Iteration 19Q (26957.450000 sec): 3 clusters
  Score: Raw -544632.802500 + Penalty 2785.303650 = -541847.498850
  nChanged 36
		SP:Iteration 20F (26957.620000 sec): 3 clusters
  Score: Raw -544646.295941 + Penalty 2785.303650 = -541860.992292
  nChanged 33
		SP:Iteration 21Q (26957.850000 sec): 3 clusters
  Score: Raw -544658.830362 + Penalty 2785.303650 = -541873.526712
  nChanged 37
		SP:Iteration 22Q (26958.030000 sec): 3 clusters
  Score: Raw -544674.557225 + Penalty 2785.303650 = -541889.253576
  nChanged 39
		SP:Iteration 23Q (26958.250000 sec): 3 clusters
  Score: Raw -544687.346538 + Penalty 2785.303650 = -541902.042888
  nChanged 34
		SP:Iteration 24Q (26958.460000 sec): 3 clusters
  Score: Raw -544697.486840 + Penalty 2785.303650 = -541912.183190
  nChanged 18
		SP:Iteration 25Q (26958.680000 sec): 3 clusters
  Score: Raw -544703.940812 + Penalty 2785.303650 = -541918.637163
  nChanged 27
		SP:Iteration 26Q (26958.820000 sec): 3 clusters
  Score: Raw -544713.052304 + Penalty 2785.303650 = -541927.748654
  nChanged 27
		SP:Iteration 27Q (26959.040000 sec): 3 clusters
  Score: Raw -544720.007807 + Penalty 2785.303650 = -541934.704158
  nChanged 26
		SP:Iteration 28Q (26959.250000 sec): 3 clusters
  Score: Raw -544730.759032 + Penalty 2785.303650 = -541945.455382
  nChanged 37
		SP:Iteration 29Q (26959.470000 sec): 3 clusters
  Score: Raw -544744.214890 + Penalty 2785.303650 = -541958.911240
  nChanged 28
		SP:Iteration 30Q (26959.660000 sec): 3 clusters
  Score: Raw -544755.609529 + Penalty 2785.303650 = -541970.305879
  nChanged 32
		SP:Iteration 31Q (26959.850000 sec): 3 clusters
  Score: Raw -544768.141004 + Penalty 2785.303650 = -541982.837355
  nChanged 33
		SP:Iteration 32Q (26960.020000 sec): 3 clusters
  Score: Raw -544780.630993 + Penalty 2785.303650 = -541995.327344
  nChanged 29
		SP:Iteration 33Q (26960.250000 sec): 3 clusters
  Score: Raw -544792.319417 + Penalty 2785.303650 = -542007.015767
  nChanged 28
		SP:Iteration 34Q (26960.430000 sec): 3 clusters
  Score: Raw -544804.649803 + Penalty 2785.303650 = -542019.346153
  nChanged 32
		SP:Iteration 35Q (26960.630000 sec): 3 clusters
  Score: Raw -544817.856967 + Penalty 2785.303650 = -542032.553318
  nChanged 27
		SP:Iteration 36Q (26960.800000 sec): 3 clusters
  Score: Raw -544828.678025 + Penalty 2785.303650 = -542043.374376
  nChanged 22
		SP:Iteration 37Q (26960.970000 sec): 3 clusters
  Score: Raw -544836.396677 + Penalty 2785.303650 = -542051.093027
  nChanged 14
		SP:Iteration 38Q (26961.140000 sec): 3 clusters
  Score: Raw -544841.564560 + Penalty 2785.303650 = -542056.260910
  nChanged 17
		SP:Iteration 39Q (26961.320000 sec): 3 clusters
  Score: Raw -544848.040019 + Penalty 2785.303650 = -542062.736369
  nChanged 15
		SP:Iteration 40F (26961.520000 sec): 3 clusters
  Score: Raw -544854.595940 + Penalty 2785.303650 = -542069.292290
  nChanged 9
		SP:Iteration 41Q (26961.710000 sec): 3 clusters
  Score: Raw -544857.861054 + Penalty 2785.303650 = -542072.557405
  nChanged 6
		SP:Iteration 42Q (26961.870000 sec): 3 clusters
  Score: Raw -544860.051547 + Penalty 2785.303650 = -542074.747897
  nChanged 5
		SP:Iteration 43Q (26962.080000 sec): 3 clusters
  Score: Raw -544862.056218 + Penalty 2785.303650 = -542076.752569
  nChanged 3
		SP:Iteration 44Q (26962.270000 sec): 3 clusters
  Score: Raw -544862.995565 + Penalty 2785.303650 = -542077.691915
  nChanged 4
		SP:Iteration 45Q (26962.460000 sec): 3 clusters
  Score: Raw -544864.384097 + Penalty 2785.303650 = -542079.080447
  nChanged 2
		SP:Iteration 46Q (26962.690000 sec): 3 clusters
  Score: Raw -544864.974195 + Penalty 2785.303650 = -542079.670545
  nChanged 2
		SP:Iteration 47Q (26962.920000 sec): 3 clusters
  Score: Raw -544865.833738 + Penalty 2785.303650 = -542080.530089
  nChanged 4
		SP:Iteration 48Q (26963.070000 sec): 3 clusters
  Score: Raw -544866.662714 + Penalty 2785.303650 = -542081.359065
  nChanged 1
		SP:Iteration 49Q (26963.270000 sec): 3 clusters
  Score: Raw -544867.058550 + Penalty 2785.303650 = -542081.754901
  nChanged 2
		SP:Iteration 50Q (26963.500000 sec): 3 clusters
  Score: Raw -544867.497770 + Penalty 2785.303650 = -542082.194121
  nChanged 0
		SP:Iteration 51F (26963.710000 sec): 3 clusters
  Score: Raw -544867.497770 + Penalty 2785.303650 = -542082.194121
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 28 (15636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26963.840000 sec): 2 clusters
  Score: Raw -1622239.627962 + Penalty 1569.316324 = -1620670.311638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26964.060000 sec): 3 clusters
  Score: Raw -1612974.073178 + Penalty 3138.632649 = -1609835.440530
  nChanged 6989
		SP:Iteration 1F (26964.310000 sec): 3 clusters
  Score: Raw -1616804.336881 + Penalty 3138.632649 = -1613665.704233
  nChanged 829
		SP:Iteration 2F (26964.560000 sec): 3 clusters
  Score: Raw -1617154.252950 + Penalty 3138.632649 = -1614015.620301
  nChanged 840
		SP:Iteration 3F (26964.890000 sec): 3 clusters
  Score: Raw -1617600.393093 + Penalty 3138.632649 = -1614461.760444
  nChanged 955
		SP:Iteration 4F (26965.120000 sec): 3 clusters
  Score: Raw -1618217.976541 + Penalty 3138.632649 = -1615079.343892
  nChanged 1109
		SP:Iteration 5F (26965.420000 sec): 3 clusters
  Score: Raw -1619128.402391 + Penalty 3138.632649 = -1615989.769742
  nChanged 1145
		SP:Iteration 6F (26965.690000 sec): 3 clusters
  Score: Raw -1620216.409228 + Penalty 3138.632649 = -1617077.776580
  nChanged 966
		SP:Iteration 7F (26965.990000 sec): 3 clusters
  Score: Raw -1621179.788552 + Penalty 3138.632649 = -1618041.155903
  nChanged 617
		SP:Iteration 8Q (26966.270000 sec): 3 clusters
  Score: Raw -1621789.590108 + Penalty 3138.632649 = -1618650.957460
  nChanged 326
		SP:Iteration 9Q (26966.550000 sec): 3 clusters
  Score: Raw -1622091.268163 + Penalty 3138.632649 = -1618952.635514
  nChanged 143
		SP:Iteration 10Q (26966.830000 sec): 3 clusters
  Score: Raw -1622229.677170 + Penalty 3138.632649 = -1619091.044521
  nChanged 61
		SP:Iteration 11Q (26967.070000 sec): 3 clusters
  Score: Raw -1622297.224858 + Penalty 3138.632649 = -1619158.592209
  nChanged 41
		SP:Iteration 12Q (26967.320000 sec): 3 clusters
  Score: Raw -1622342.568855 + Penalty 3138.632649 = -1619203.936206
  nChanged 29
		SP:Iteration 13Q (26967.550000 sec): 3 clusters
  Score: Raw -1622386.712428 + Penalty 3138.632649 = -1619248.079779
  nChanged 21
		SP:Iteration 14Q (26967.790000 sec): 3 clusters
  Score: Raw -1622414.956562 + Penalty 3138.632649 = -1619276.323913
  nChanged 14
		SP:Iteration 15Q (26968.000000 sec): 3 clusters
  Score: Raw -1622431.511761 + Penalty 3138.632649 = -1619292.879112
  nChanged 11
		SP:Iteration 16Q (26968.260000 sec): 3 clusters
  Score: Raw -1622443.262543 + Penalty 3138.632649 = -1619304.629894
  nChanged 8
		SP:Iteration 17Q (26968.450000 sec): 3 clusters
  Score: Raw -1622453.210585 + Penalty 3138.632649 = -1619314.577936
  nChanged 2
		SP:Iteration 18Q (26968.710000 sec): 3 clusters
  Score: Raw -1622456.377453 + Penalty 3138.632649 = -1619317.744804
  nChanged 4
		SP:Iteration 19Q (26968.940000 sec): 3 clusters
  Score: Raw -1622462.335437 + Penalty 3138.632649 = -1619323.702788
  nChanged 4
		SP:Iteration 20F (26969.180000 sec): 3 clusters
  Score: Raw -1622465.157164 + Penalty 3138.632649 = -1619326.524515
  nChanged 1
		SP:Iteration 21Q (26969.430000 sec): 3 clusters
  Score: Raw -1622466.475824 + Penalty 3138.632649 = -1619327.843176
  nChanged 0
		SP:Iteration 22F (26969.650000 sec): 3 clusters
  Score: Raw -1622466.475824 + Penalty 3138.632649 = -1619327.843176
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 29 (7813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26969.820000 sec): 2 clusters
  Score: Raw -807872.516307 + Penalty 1456.575947 = -806415.940359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26969.990000 sec): 3 clusters
  Score: Raw -803615.558450 + Penalty 2913.151895 = -800702.406555
  nChanged 3333
		SP:Iteration 1F (26970.210000 sec): 3 clusters
  Score: Raw -805557.098409 + Penalty 2913.151895 = -802643.946514
  nChanged 644
		SP:Iteration 2F (26970.400000 sec): 3 clusters
  Score: Raw -805974.370742 + Penalty 2913.151895 = -803061.218847
  nChanged 604
		SP:Iteration 3F (26970.590000 sec): 3 clusters
  Score: Raw -806419.007638 + Penalty 2913.151895 = -803505.855743
  nChanged 510
		SP:Iteration 4F (26970.850000 sec): 3 clusters
  Score: Raw -806804.590282 + Penalty 2913.151895 = -803891.438387
  nChanged 444
		SP:Iteration 5F (26971.040000 sec): 3 clusters
  Score: Raw -807163.636087 + Penalty 2913.151895 = -804250.484192
  nChanged 410
		SP:Iteration 6F (26971.300000 sec): 3 clusters
  Score: Raw -807452.858565 + Penalty 2913.151895 = -804539.706670
  nChanged 332
		SP:Iteration 7Q (26971.490000 sec): 3 clusters
  Score: Raw -807629.203995 + Penalty 2913.151895 = -804716.052100
  nChanged 229
		SP:Iteration 8Q (26971.710000 sec): 3 clusters
  Score: Raw -807738.005386 + Penalty 2913.151895 = -804824.853491
  nChanged 206
		SP:Iteration 9Q (26971.930000 sec): 3 clusters
  Score: Raw -807824.160453 + Penalty 2913.151895 = -804911.008558
  nChanged 160
		SP:Iteration 10Q (26972.190000 sec): 3 clusters
  Score: Raw -807882.138961 + Penalty 2913.151895 = -804968.987066
  nChanged 109
		SP:Iteration 11Q (26972.350000 sec): 3 clusters
  Score: Raw -807923.100921 + Penalty 2913.151895 = -805009.949026
  nChanged 99
		SP:Iteration 12Q (26972.540000 sec): 3 clusters
  Score: Raw -807962.281327 + Penalty 2913.151895 = -805049.129432
  nChanged 99
		SP:Iteration 13Q (26972.740000 sec): 3 clusters
  Score: Raw -808008.405761 + Penalty 2913.151895 = -805095.253866
  nChanged 97
		SP:Iteration 14Q (26972.950000 sec): 3 clusters
  Score: Raw -808052.573600 + Penalty 2913.151895 = -805139.421705
  nChanged 100
		SP:Iteration 15Q (26973.130000 sec): 3 clusters
  Score: Raw -808095.378448 + Penalty 2913.151895 = -805182.226553
  nChanged 92
		SP:Iteration 16Q (26973.330000 sec): 3 clusters
  Score: Raw -808133.693948 + Penalty 2913.151895 = -805220.542053
  nChanged 83
		SP:Iteration 17Q (26973.540000 sec): 3 clusters
  Score: Raw -808165.157653 + Penalty 2913.151895 = -805252.005758
  nChanged 71
		SP:Iteration 18Q (26973.730000 sec): 3 clusters
  Score: Raw -808193.527309 + Penalty 2913.151895 = -805280.375414
  nChanged 56
		SP:Iteration 19Q (26973.930000 sec): 3 clusters
  Score: Raw -808214.896474 + Penalty 2913.151895 = -805301.744579
  nChanged 54
		SP:Iteration 20F (26974.160000 sec): 3 clusters
  Score: Raw -808240.292494 + Penalty 2913.151895 = -805327.140599
  nChanged 48
		SP:Iteration 21Q (26974.350000 sec): 3 clusters
  Score: Raw -808259.944515 + Penalty 2913.151895 = -805346.792620
  nChanged 40
		SP:Iteration 22Q (26974.550000 sec): 3 clusters
  Score: Raw -808280.496547 + Penalty 2913.151895 = -805367.344652
  nChanged 65
		SP:Iteration 23Q (26974.750000 sec): 3 clusters
  Score: Raw -808319.839227 + Penalty 2913.151895 = -805406.687332
  nChanged 78
		SP:Iteration 24Q (26974.970000 sec): 3 clusters
  Score: Raw -808359.542395 + Penalty 2913.151895 = -805446.390500
  nChanged 55
		SP:Iteration 25Q (26975.140000 sec): 3 clusters
  Score: Raw -808381.477578 + Penalty 2913.151895 = -805468.325683
  nChanged 43
		SP:Iteration 26Q (26975.290000 sec): 3 clusters
  Score: Raw -808403.706804 + Penalty 2913.151895 = -805490.554909
  nChanged 47
		SP:Iteration 27Q (26975.490000 sec): 3 clusters
  Score: Raw -808426.037071 + Penalty 2913.151895 = -805512.885177
  nChanged 41
		SP:Iteration 28Q (26975.690000 sec): 3 clusters
  Score: Raw -808442.862173 + Penalty 2913.151895 = -805529.710278
  nChanged 40
		SP:Iteration 29Q (26975.920000 sec): 3 clusters
  Score: Raw -808459.581361 + Penalty 2913.151895 = -805546.429466
  nChanged 29
		SP:Iteration 30Q (26976.120000 sec): 3 clusters
  Score: Raw -808471.356806 + Penalty 2913.151895 = -805558.204911
  nChanged 23
		SP:Iteration 31Q (26976.330000 sec): 3 clusters
  Score: Raw -808480.466676 + Penalty 2913.151895 = -805567.314781
  nChanged 19
		SP:Iteration 32Q (26976.570000 sec): 3 clusters
  Score: Raw -808485.423931 + Penalty 2913.151895 = -805572.272036
  nChanged 18
		SP:Iteration 33Q (26976.780000 sec): 3 clusters
  Score: Raw -808490.296400 + Penalty 2913.151895 = -805577.144505
  nChanged 18
		SP:Iteration 34Q (26976.950000 sec): 3 clusters
  Score: Raw -808494.829557 + Penalty 2913.151895 = -805581.677662
  nChanged 19
		SP:Iteration 35Q (26977.230000 sec): 3 clusters
  Score: Raw -808499.829840 + Penalty 2913.151895 = -805586.677945
  nChanged 18
		SP:Iteration 36Q (26977.430000 sec): 3 clusters
  Score: Raw -808504.354302 + Penalty 2913.151895 = -805591.202407
  nChanged 16
		SP:Iteration 37Q (26977.650000 sec): 3 clusters
  Score: Raw -808508.948803 + Penalty 2913.151895 = -805595.796908
  nChanged 9
		SP:Iteration 38Q (26977.860000 sec): 3 clusters
  Score: Raw -808511.615845 + Penalty 2913.151895 = -805598.463951
  nChanged 6
		SP:Iteration 39Q (26978.070000 sec): 3 clusters
  Score: Raw -808513.872335 + Penalty 2913.151895 = -805600.720440
  nChanged 9
		SP:Iteration 40F (26978.240000 sec): 3 clusters
  Score: Raw -808517.082849 + Penalty 2913.151895 = -805603.930954
  nChanged 14
		SP:Iteration 41Q (26978.380000 sec): 3 clusters
  Score: Raw -808520.917019 + Penalty 2913.151895 = -805607.765124
  nChanged 12
		SP:Iteration 42Q (26978.600000 sec): 3 clusters
  Score: Raw -808525.145697 + Penalty 2913.151895 = -805611.993802
  nChanged 18
		SP:Iteration 43Q (26978.770000 sec): 3 clusters
  Score: Raw -808530.652482 + Penalty 2913.151895 = -805617.500587
  nChanged 12
		SP:Iteration 44Q (26978.950000 sec): 3 clusters
  Score: Raw -808534.514476 + Penalty 2913.151895 = -805621.362581
  nChanged 10
		SP:Iteration 45Q (26979.120000 sec): 3 clusters
  Score: Raw -808536.918987 + Penalty 2913.151895 = -805623.767092
  nChanged 5
		SP:Iteration 46Q (26979.280000 sec): 3 clusters
  Score: Raw -808538.003594 + Penalty 2913.151895 = -805624.851699
  nChanged 4
		SP:Iteration 47Q (26979.450000 sec): 3 clusters
  Score: Raw -808538.561028 + Penalty 2913.151895 = -805625.409133
  nChanged 3
		SP:Iteration 48Q (26979.610000 sec): 3 clusters
  Score: Raw -808539.098650 + Penalty 2913.151895 = -805625.946755
  nChanged 5
		SP:Iteration 49Q (26979.780000 sec): 3 clusters
  Score: Raw -808540.528620 + Penalty 2913.151895 = -805627.376725
  nChanged 4
		SP:Iteration 50Q (26979.940000 sec): 3 clusters
  Score: Raw -808541.787176 + Penalty 2913.151895 = -805628.635281
  nChanged 4
		SP:Iteration 51Q (26980.110000 sec): 3 clusters
  Score: Raw -808543.286178 + Penalty 2913.151895 = -805630.134283
  nChanged 5
		SP:Iteration 52Q (26980.270000 sec): 3 clusters
  Score: Raw -808544.145071 + Penalty 2913.151895 = -805630.993177
  nChanged 0
		SP:Iteration 53F (26980.440000 sec): 3 clusters
  Score: Raw -808544.145071 + Penalty 2913.151895 = -805630.993177
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 30 (1486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26980.530000 sec): 2 clusters
  Score: Raw -158849.393938 + Penalty 1186.874524 = -157662.519413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26980.670000 sec): 3 clusters
  Score: Raw -158294.777525 + Penalty 2373.749048 = -155921.028476
  nChanged 493
		SP:Iteration 1F (26980.820000 sec): 3 clusters
  Score: Raw -158660.418946 + Penalty 2373.749048 = -156286.669897
  nChanged 100
		SP:Iteration 2F (26980.940000 sec): 3 clusters
  Score: Raw -158742.952322 + Penalty 2373.749048 = -156369.203274
  nChanged 69
		SP:Iteration 3Q (26981.090000 sec): 3 clusters
  Score: Raw -158803.129421 + Penalty 2373.749048 = -156429.380373
  nChanged 45
		SP:Iteration 4Q (26981.220000 sec): 3 clusters
  Score: Raw -158840.506610 + Penalty 2373.749048 = -156466.757562
  nChanged 24
		SP:Iteration 5Q (26981.350000 sec): 3 clusters
  Score: Raw -158856.685143 + Penalty 2373.749048 = -156482.936095
  nChanged 15
		SP:Iteration 6Q (26981.470000 sec): 3 clusters
  Score: Raw -158871.078385 + Penalty 2373.749048 = -156497.329337
  nChanged 12
		SP:Iteration 7Q (26981.710000 sec): 3 clusters
  Score: Raw -158880.119229 + Penalty 2373.749048 = -156506.370181
  nChanged 9
		SP:Iteration 8Q (26981.840000 sec): 3 clusters
  Score: Raw -158886.631028 + Penalty 2373.749048 = -156512.881980
  nChanged 9
		SP:Iteration 9Q (26982.040000 sec): 3 clusters
  Score: Raw -158890.118898 + Penalty 2373.749048 = -156516.369850
  nChanged 10
		SP:Iteration 10Q (26982.210000 sec): 3 clusters
  Score: Raw -158894.725422 + Penalty 2373.749048 = -156520.976374
  nChanged 8
		SP:Iteration 11Q (26982.400000 sec): 3 clusters
  Score: Raw -158900.664094 + Penalty 2373.749048 = -156526.915046
  nChanged 9
		SP:Iteration 12Q (26982.610000 sec): 3 clusters
  Score: Raw -158906.372783 + Penalty 2373.749048 = -156532.623734
  nChanged 8
		SP:Iteration 13Q (26982.810000 sec): 3 clusters
  Score: Raw -158912.896424 + Penalty 2373.749048 = -156539.147375
  nChanged 10
		SP:Iteration 14Q (26983.010000 sec): 3 clusters
  Score: Raw -158918.784792 + Penalty 2373.749048 = -156545.035744
  nChanged 5
		SP:Iteration 15Q (26983.230000 sec): 3 clusters
  Score: Raw -158920.690322 + Penalty 2373.749048 = -156546.941273
  nChanged 4
		SP:Iteration 16Q (26983.470000 sec): 3 clusters
  Score: Raw -158922.440443 + Penalty 2373.749048 = -156548.691395
  nChanged 7
		SP:Iteration 17Q (26983.710000 sec): 3 clusters
  Score: Raw -158925.728021 + Penalty 2373.749048 = -156551.978972
  nChanged 5
		SP:Iteration 18Q (26983.920000 sec): 3 clusters
  Score: Raw -158927.402940 + Penalty 2373.749048 = -156553.653892
  nChanged 2
		SP:Iteration 19Q (26984.120000 sec): 3 clusters
  Score: Raw -158928.898866 + Penalty 2373.749048 = -156555.149818
  nChanged 1
		SP:Iteration 20F (26984.370000 sec): 3 clusters
  Score: Raw -158929.269841 + Penalty 2373.749048 = -156555.520793
  nChanged 2
		SP:Iteration 21Q (26984.530000 sec): 3 clusters
  Score: Raw -158931.884297 + Penalty 2373.749048 = -156558.135249
  nChanged 4
		SP:Iteration 22Q (26984.730000 sec): 3 clusters
  Score: Raw -158933.448888 + Penalty 2373.749048 = -156559.699840
  nChanged 3
		SP:Iteration 23Q (26984.880000 sec): 3 clusters
  Score: Raw -158935.132126 + Penalty 2373.749048 = -156561.383078
  nChanged 5
		SP:Iteration 24Q (26985.020000 sec): 3 clusters
  Score: Raw -158938.490088 + Penalty 2373.749048 = -156564.741040
  nChanged 2
		SP:Iteration 25Q (26985.190000 sec): 3 clusters
  Score: Raw -158940.493922 + Penalty 2373.749048 = -156566.744873
  nChanged 1
		SP:Iteration 26Q (26985.370000 sec): 3 clusters
  Score: Raw -158941.038477 + Penalty 2373.749048 = -156567.289429
  nChanged 1
		SP:Iteration 27Q (26985.490000 sec): 3 clusters
  Score: Raw -158941.427148 + Penalty 2373.749048 = -156567.678100
  nChanged 3
		SP:Iteration 28Q (26985.690000 sec): 3 clusters
  Score: Raw -158942.501760 + Penalty 2373.749048 = -156568.752712
  nChanged 0
		SP:Iteration 29F (26985.940000 sec): 3 clusters
  Score: Raw -158942.501760 + Penalty 2373.749048 = -156568.752712
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 31 (6958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26986.140000 sec): 2 clusters
  Score: Raw -586449.532453 + Penalty 1437.742695 = -585011.789758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26986.360000 sec): 3 clusters
  Score: Raw -582703.106997 + Penalty 2875.485391 = -579827.621606
  nChanged 2917
		SP:Iteration 1F (26986.610000 sec): 3 clusters
  Score: Raw -584529.513813 + Penalty 2875.485391 = -581654.028422
  nChanged 602
		SP:Iteration 2F (26986.810000 sec): 3 clusters
  Score: Raw -584946.923690 + Penalty 2875.485391 = -582071.438299
  nChanged 502
		SP:Iteration 3F (26987.030000 sec): 3 clusters
  Score: Raw -585292.581136 + Penalty 2875.485391 = -582417.095746
  nChanged 414
		SP:Iteration 4F (26987.290000 sec): 3 clusters
  Score: Raw -585563.620253 + Penalty 2875.485391 = -582688.134862
  nChanged 337
		SP:Iteration 5Q (26987.530000 sec): 3 clusters
  Score: Raw -585792.376886 + Penalty 2875.485391 = -582916.891496
  nChanged 296
		SP:Iteration 6Q (26987.720000 sec): 3 clusters
  Score: Raw -585979.227535 + Penalty 2875.485391 = -583103.742145
  nChanged 245
		SP:Iteration 7Q (26987.950000 sec): 3 clusters
  Score: Raw -586117.036121 + Penalty 2875.485391 = -583241.550731
  nChanged 230
		SP:Iteration 8Q (26988.130000 sec): 3 clusters
  Score: Raw -586250.807134 + Penalty 2875.485391 = -583375.321744
  nChanged 210
		SP:Iteration 9Q (26988.380000 sec): 3 clusters
  Score: Raw -586370.101495 + Penalty 2875.485391 = -583494.616104
  nChanged 178
		SP:Iteration 10Q (26988.570000 sec): 3 clusters
  Score: Raw -586472.310439 + Penalty 2875.485391 = -583596.825048
  nChanged 141
		SP:Iteration 11Q (26988.800000 sec): 3 clusters
  Score: Raw -586548.332205 + Penalty 2875.485391 = -583672.846814
  nChanged 117
		SP:Iteration 12Q (26988.970000 sec): 3 clusters
  Score: Raw -586604.222068 + Penalty 2875.485391 = -583728.736677
  nChanged 99
		SP:Iteration 13Q (26989.200000 sec): 3 clusters
  Score: Raw -586646.075406 + Penalty 2875.485391 = -583770.590015
  nChanged 89
		SP:Iteration 14Q (26989.390000 sec): 3 clusters
  Score: Raw -586686.563263 + Penalty 2875.485391 = -583811.077872
  nChanged 86
		SP:Iteration 15Q (26989.610000 sec): 3 clusters
  Score: Raw -586728.079191 + Penalty 2875.485391 = -583852.593801
  nChanged 85
		SP:Iteration 16Q (26989.820000 sec): 3 clusters
  Score: Raw -586772.416163 + Penalty 2875.485391 = -583896.930773
  nChanged 80
		SP:Iteration 17Q (26990.090000 sec): 3 clusters
  Score: Raw -586813.072330 + Penalty 2875.485391 = -583937.586939
  nChanged 79
		SP:Iteration 18Q (26990.280000 sec): 3 clusters
  Score: Raw -586848.203239 + Penalty 2875.485391 = -583972.717848
  nChanged 58
		SP:Iteration 19Q (26990.510000 sec): 3 clusters
  Score: Raw -586870.577850 + Penalty 2875.485391 = -583995.092459
  nChanged 43
		SP:Iteration 20F (26990.710000 sec): 3 clusters
  Score: Raw -586891.626457 + Penalty 2875.485391 = -584016.141066
  nChanged 53
		SP:Iteration 21Q (26990.870000 sec): 3 clusters
  Score: Raw -586915.556080 + Penalty 2875.485391 = -584040.070690
  nChanged 51
		SP:Iteration 22Q (26991.050000 sec): 3 clusters
  Score: Raw -586940.933759 + Penalty 2875.485391 = -584065.448368
  nChanged 51
		SP:Iteration 23Q (26991.280000 sec): 3 clusters
  Score: Raw -586963.974140 + Penalty 2875.485391 = -584088.488749
  nChanged 52
		SP:Iteration 24Q (26991.490000 sec): 3 clusters
  Score: Raw -586990.567396 + Penalty 2875.485391 = -584115.082005
  nChanged 48
		SP:Iteration 25Q (26991.730000 sec): 3 clusters
  Score: Raw -587015.038370 + Penalty 2875.485391 = -584139.552979
  nChanged 41
		SP:Iteration 26Q (26991.920000 sec): 3 clusters
  Score: Raw -587039.374253 + Penalty 2875.485391 = -584163.888862
  nChanged 38
		SP:Iteration 27Q (26992.120000 sec): 3 clusters
  Score: Raw -587057.229822 + Penalty 2875.485391 = -584181.744432
  nChanged 31
		SP:Iteration 28Q (26992.350000 sec): 3 clusters
  Score: Raw -587070.094573 + Penalty 2875.485391 = -584194.609182
  nChanged 20
		SP:Iteration 29Q (26992.560000 sec): 3 clusters
  Score: Raw -587079.664017 + Penalty 2875.485391 = -584204.178627
  nChanged 23
		SP:Iteration 30Q (26992.820000 sec): 3 clusters
  Score: Raw -587091.402463 + Penalty 2875.485391 = -584215.917073
  nChanged 13
		SP:Iteration 31Q (26992.980000 sec): 3 clusters
  Score: Raw -587097.981611 + Penalty 2875.485391 = -584222.496221
  nChanged 14
		SP:Iteration 32Q (26993.190000 sec): 3 clusters
  Score: Raw -587105.968163 + Penalty 2875.485391 = -584230.482772
  nChanged 14
		SP:Iteration 33Q (26993.400000 sec): 3 clusters
  Score: Raw -587115.667141 + Penalty 2875.485391 = -584240.181750
  nChanged 15
		SP:Iteration 34Q (26993.630000 sec): 3 clusters
  Score: Raw -587124.284224 + Penalty 2875.485391 = -584248.798834
  nChanged 13
		SP:Iteration 35Q (26993.840000 sec): 3 clusters
  Score: Raw -587131.633900 + Penalty 2875.485391 = -584256.148509
  nChanged 8
		SP:Iteration 36Q (26994.090000 sec): 3 clusters
  Score: Raw -587136.205627 + Penalty 2875.485391 = -584260.720236
  nChanged 7
		SP:Iteration 37Q (26994.250000 sec): 3 clusters
  Score: Raw -587139.304530 + Penalty 2875.485391 = -584263.819140
  nChanged 4
		SP:Iteration 38Q (26994.470000 sec): 3 clusters
  Score: Raw -587141.320347 + Penalty 2875.485391 = -584265.834957
  nChanged 1
		SP:Iteration 39Q (26994.670000 sec): 3 clusters
  Score: Raw -587141.643421 + Penalty 2875.485391 = -584266.158030
  nChanged 0
		SP:Iteration 40F (26994.870000 sec): 3 clusters
  Score: Raw -587141.643421 + Penalty 2875.485391 = -584266.158030
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 32 (34612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26995.130000 sec): 2 clusters
  Score: Raw -3643879.901589 + Penalty 1698.442805 = -3642181.458784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26995.410000 sec): 3 clusters
  Score: Raw -3622449.384501 + Penalty 3396.885610 = -3619052.498891
  nChanged 16020
		SP:Iteration 1F (26995.740000 sec): 3 clusters
  Score: Raw -3631411.195361 + Penalty 3396.885610 = -3628014.309751
  nChanged 1325
		SP:Iteration 2Q (26996.090000 sec): 3 clusters
  Score: Raw -3631767.089211 + Penalty 3396.885610 = -3628370.203602
  nChanged 1232
		SP:Iteration 3Q (26996.380000 sec): 3 clusters
  Score: Raw -3632123.241967 + Penalty 3396.885610 = -3628726.356357
  nChanged 1286
		SP:Iteration 4Q (26996.780000 sec): 3 clusters
  Score: Raw -3632520.307155 + Penalty 3396.885610 = -3629123.421545
  nChanged 1324
		SP:Iteration 5Q (26997.060000 sec): 3 clusters
  Score: Raw -3632974.831760 + Penalty 3396.885610 = -3629577.946150
  nChanged 1348
		SP:Iteration 6Q (26997.370000 sec): 3 clusters
  Score: Raw -3633461.664933 + Penalty 3396.885610 = -3630064.779323
  nChanged 1403
		SP:Iteration 7Q (26997.760000 sec): 3 clusters
  Score: Raw -3634060.447852 + Penalty 3396.885610 = -3630663.562243
  nChanged 1566
		SP:Iteration 8Q (26998.150000 sec): 3 clusters
  Score: Raw -3634825.996571 + Penalty 3396.885610 = -3631429.110961
  nChanged 1665
		SP:Iteration 9Q (26998.510000 sec): 3 clusters
  Score: Raw -3635797.101113 + Penalty 3396.885610 = -3632400.215503
  nChanged 1731
		SP:Iteration 10F (26998.890000 sec): 3 clusters
  Score: Raw -3636919.988887 + Penalty 3396.885610 = -3633523.103278
  nChanged 1671
		SP:Iteration 11Q (26999.320000 sec): 3 clusters
  Score: Raw -3637894.874740 + Penalty 3396.885610 = -3634497.989130
  nChanged 1330
		SP:Iteration 12Q (26999.700000 sec): 3 clusters
  Score: Raw -3638495.414414 + Penalty 3396.885610 = -3635098.528804
  nChanged 952
		SP:Iteration 13Q (27000.080000 sec): 3 clusters
  Score: Raw -3638778.773145 + Penalty 3396.885610 = -3635381.887535
  nChanged 579
		SP:Iteration 14Q (27000.410000 sec): 3 clusters
  Score: Raw -3638895.159812 + Penalty 3396.885610 = -3635498.274203
  nChanged 372
		SP:Iteration 15Q (27000.750000 sec): 3 clusters
  Score: Raw -3638959.077955 + Penalty 3396.885610 = -3635562.192345
  nChanged 281
		SP:Iteration 16Q (27001.110000 sec): 3 clusters
  Score: Raw -3639005.835367 + Penalty 3396.885610 = -3635608.949758
  nChanged 255
		SP:Iteration 17Q (27001.480000 sec): 3 clusters
  Score: Raw -3639048.137750 + Penalty 3396.885610 = -3635651.252141
  nChanged 258
		SP:Iteration 18Q (27001.890000 sec): 3 clusters
  Score: Raw -3639089.591183 + Penalty 3396.885610 = -3635692.705573
  nChanged 263
		SP:Iteration 19Q (27002.240000 sec): 3 clusters
  Score: Raw -3639136.536658 + Penalty 3396.885610 = -3635739.651048
  nChanged 306
		SP:Iteration 20F (27002.650000 sec): 3 clusters
  Score: Raw -3639190.495095 + Penalty 3396.885610 = -3635793.609485
  nChanged 303
		SP:Iteration 21Q (27003.070000 sec): 3 clusters
  Score: Raw -3639245.827641 + Penalty 3396.885610 = -3635848.942031
  nChanged 316
		SP:Iteration 22Q (27003.410000 sec): 3 clusters
  Score: Raw -3639307.769220 + Penalty 3396.885610 = -3635910.883610
  nChanged 307
		SP:Iteration 23Q (27003.770000 sec): 3 clusters
  Score: Raw -3639366.826775 + Penalty 3396.885610 = -3635969.941165
  nChanged 321
		SP:Iteration 24Q (27004.170000 sec): 3 clusters
  Score: Raw -3639431.191287 + Penalty 3396.885610 = -3636034.305678
  nChanged 326
		SP:Iteration 25Q (27004.550000 sec): 3 clusters
  Score: Raw -3639505.961449 + Penalty 3396.885610 = -3636109.075840
  nChanged 376
		SP:Iteration 26Q (27004.950000 sec): 3 clusters
  Score: Raw -3639595.785671 + Penalty 3396.885610 = -3636198.900062
  nChanged 421
		SP:Iteration 27Q (27005.340000 sec): 3 clusters
  Score: Raw -3639697.249799 + Penalty 3396.885610 = -3636300.364189
  nChanged 380
		SP:Iteration 28Q (27005.740000 sec): 3 clusters
  Score: Raw -3639785.188331 + Penalty 3396.885610 = -3636388.302721
  nChanged 410
		SP:Iteration 29Q (27006.120000 sec): 3 clusters
  Score: Raw -3639893.823086 + Penalty 3396.885610 = -3636496.937477
  nChanged 432
		SP:Iteration 30Q (27006.560000 sec): 3 clusters
  Score: Raw -3640015.451591 + Penalty 3396.885610 = -3636618.565982
  nChanged 457
		SP:Iteration 31Q (27006.910000 sec): 3 clusters
  Score: Raw -3640151.805664 + Penalty 3396.885610 = -3636754.920054
  nChanged 472
		SP:Iteration 32Q (27007.320000 sec): 3 clusters
  Score: Raw -3640299.922928 + Penalty 3396.885610 = -3636903.037318
  nChanged 512
		SP:Iteration 33Q (27007.680000 sec): 3 clusters
  Score: Raw -3640473.324021 + Penalty 3396.885610 = -3637076.438411
  nChanged 566
		SP:Iteration 34Q (27008.000000 sec): 3 clusters
  Score: Raw -3640674.844205 + Penalty 3396.885610 = -3637277.958595
  nChanged 579
		SP:Iteration 35Q (27008.250000 sec): 3 clusters
  Score: Raw -3640897.771916 + Penalty 3396.885610 = -3637500.886307
  nChanged 584
		SP:Iteration 36Q (27008.660000 sec): 3 clusters
  Score: Raw -3641128.848946 + Penalty 3396.885610 = -3637731.963337
  nChanged 542
		SP:Iteration 37Q (27008.990000 sec): 3 clusters
  Score: Raw -3641338.548471 + Penalty 3396.885610 = -3637941.662862
  nChanged 547
		SP:Iteration 38Q (27009.330000 sec): 3 clusters
  Score: Raw -3641555.576780 + Penalty 3396.885610 = -3638158.691170
  nChanged 500
		SP:Iteration 39Q (27009.710000 sec): 3 clusters
  Score: Raw -3641758.487903 + Penalty 3396.885610 = -3638361.602293
  nChanged 490
		SP:Iteration 40F (27010.150000 sec): 3 clusters
  Score: Raw -3641992.209486 + Penalty 3396.885610 = -3638595.323876
  nChanged 501
		SP:Iteration 41Q (27010.520000 sec): 3 clusters
  Score: Raw -3642252.916360 + Penalty 3396.885610 = -3638856.030750
  nChanged 474
		SP:Iteration 42Q (27010.860000 sec): 3 clusters
  Score: Raw -3642502.661292 + Penalty 3396.885610 = -3639105.775683
  nChanged 415
		SP:Iteration 43Q (27011.190000 sec): 3 clusters
  Score: Raw -3642722.159943 + Penalty 3396.885610 = -3639325.274333
  nChanged 401
		SP:Iteration 44Q (27011.510000 sec): 3 clusters
  Score: Raw -3642926.709748 + Penalty 3396.885610 = -3639529.824139
  nChanged 334
		SP:Iteration 45Q (27011.890000 sec): 3 clusters
  Score: Raw -3643089.432223 + Penalty 3396.885610 = -3639692.546613
  nChanged 300
		SP:Iteration 46Q (27012.250000 sec): 3 clusters
  Score: Raw -3643230.080177 + Penalty 3396.885610 = -3639833.194567
  nChanged 252
		SP:Iteration 47Q (27012.610000 sec): 3 clusters
  Score: Raw -3643356.362343 + Penalty 3396.885610 = -3639959.476733
  nChanged 251
		SP:Iteration 48Q (27012.980000 sec): 3 clusters
  Score: Raw -3643484.555638 + Penalty 3396.885610 = -3640087.670028
  nChanged 210
		SP:Iteration 49Q (27013.350000 sec): 3 clusters
  Score: Raw -3643593.237336 + Penalty 3396.885610 = -3640196.351727
  nChanged 190
		SP:Iteration 50Q (27013.740000 sec): 3 clusters
  Score: Raw -3643693.155823 + Penalty 3396.885610 = -3640296.270213
  nChanged 162
		SP:Iteration 51Q (27014.080000 sec): 3 clusters
  Score: Raw -3643780.351493 + Penalty 3396.885610 = -3640383.465884
  nChanged 134
		SP:Iteration 52Q (27014.370000 sec): 3 clusters
  Score: Raw -3643848.178951 + Penalty 3396.885610 = -3640451.293342
  nChanged 124
		SP:Iteration 53Q (27014.720000 sec): 3 clusters
  Score: Raw -3643915.819796 + Penalty 3396.885610 = -3640518.934187
  nChanged 95
		SP:Iteration 54Q (27015.060000 sec): 3 clusters
  Score: Raw -3643957.581538 + Penalty 3396.885610 = -3640560.695928
  nChanged 68
		SP:Iteration 55Q (27015.400000 sec): 3 clusters
  Score: Raw -3643989.048319 + Penalty 3396.885610 = -3640592.162709
  nChanged 59
		SP:Iteration 56Q (27015.740000 sec): 3 clusters
  Score: Raw -3644018.647570 + Penalty 3396.885610 = -3640621.761960
  nChanged 63
		SP:Iteration 57Q (27016.090000 sec): 3 clusters
  Score: Raw -3644052.371279 + Penalty 3396.885610 = -3640655.485669
  nChanged 56
		SP:Iteration 58Q (27016.430000 sec): 3 clusters
  Score: Raw -3644084.032499 + Penalty 3396.885610 = -3640687.146890
  nChanged 46
		SP:Iteration 59Q (27016.770000 sec): 3 clusters
  Score: Raw -3644105.329083 + Penalty 3396.885610 = -3640708.443473
  nChanged 25
		SP:Iteration 60F (27017.130000 sec): 3 clusters
  Score: Raw -3644117.656367 + Penalty 3396.885610 = -3640720.770757
  nChanged 21
		SP:Iteration 61Q (27017.410000 sec): 3 clusters
  Score: Raw -3644128.589434 + Penalty 3396.885610 = -3640731.703825
  nChanged 18
		SP:Iteration 62Q (27017.740000 sec): 3 clusters
  Score: Raw -3644136.315235 + Penalty 3396.885610 = -3640739.429625
  nChanged 14
		SP:Iteration 63Q (27018.110000 sec): 3 clusters
  Score: Raw -3644143.724303 + Penalty 3396.885610 = -3640746.838693
  nChanged 13
		SP:Iteration 64Q (27018.390000 sec): 3 clusters
  Score: Raw -3644148.379004 + Penalty 3396.885610 = -3640751.493394
  nChanged 8
		SP:Iteration 65Q (27018.710000 sec): 3 clusters
  Score: Raw -3644151.718838 + Penalty 3396.885610 = -3640754.833229
  nChanged 9
		SP:Iteration 66Q (27019.000000 sec): 3 clusters
  Score: Raw -3644157.024757 + Penalty 3396.885610 = -3640760.139147
  nChanged 12
		SP:Iteration 67Q (27019.320000 sec): 3 clusters
  Score: Raw -3644163.241363 + Penalty 3396.885610 = -3640766.355754
  nChanged 17
		SP:Iteration 68Q (27019.660000 sec): 3 clusters
  Score: Raw -3644174.895486 + Penalty 3396.885610 = -3640778.009876
  nChanged 13
		SP:Iteration 69Q (27020.010000 sec): 3 clusters
  Score: Raw -3644180.552090 + Penalty 3396.885610 = -3640783.666481
  nChanged 8
		SP:Iteration 70Q (27020.410000 sec): 3 clusters
  Score: Raw -3644183.898349 + Penalty 3396.885610 = -3640787.012739
  nChanged 10
		SP:Iteration 71Q (27020.730000 sec): 3 clusters
  Score: Raw -3644188.262400 + Penalty 3396.885610 = -3640791.376790
  nChanged 7
		SP:Iteration 72Q (27021.140000 sec): 3 clusters
  Score: Raw -3644192.230015 + Penalty 3396.885610 = -3640795.344405
  nChanged 6
		SP:Iteration 73Q (27021.480000 sec): 3 clusters
  Score: Raw -3644196.074459 + Penalty 3396.885610 = -3640799.188849
  nChanged 7
		SP:Iteration 74Q (27021.880000 sec): 3 clusters
  Score: Raw -3644199.340723 + Penalty 3396.885610 = -3640802.455114
  nChanged 4
		SP:Iteration 75Q (27022.230000 sec): 3 clusters
  Score: Raw -3644201.080408 + Penalty 3396.885610 = -3640804.194798
  nChanged 2
		SP:Iteration 76Q (27022.600000 sec): 3 clusters
  Score: Raw -3644201.791618 + Penalty 3396.885610 = -3640804.906008
  nChanged 1
		SP:Iteration 77Q (27022.970000 sec): 3 clusters
  Score: Raw -3644202.023737 + Penalty 3396.885610 = -3640805.138127
  nChanged 1
		SP:Iteration 78Q (27023.260000 sec): 3 clusters
  Score: Raw -3644202.395967 + Penalty 3396.885610 = -3640805.510358
  nChanged 3
		SP:Iteration 79Q (27023.600000 sec): 3 clusters
  Score: Raw -3644203.673270 + Penalty 3396.885610 = -3640806.787660
  nChanged 3
		SP:Iteration 80F (27023.910000 sec): 3 clusters
  Score: Raw -3644204.616608 + Penalty 3396.885610 = -3640807.730998
  nChanged 1
		SP:Iteration 81Q (27024.280000 sec): 3 clusters
  Score: Raw -3644205.387937 + Penalty 3396.885610 = -3640808.502327
  nChanged 2
		SP:Iteration 82Q (27024.610000 sec): 3 clusters
  Score: Raw -3644206.145439 + Penalty 3396.885610 = -3640809.259830
  nChanged 2
		SP:Iteration 83Q (27024.970000 sec): 3 clusters
  Score: Raw -3644206.687006 + Penalty 3396.885610 = -3640809.801396
  nChanged 1
		SP:Iteration 84Q (27025.320000 sec): 3 clusters
  Score: Raw -3644206.956646 + Penalty 3396.885610 = -3640810.071037
  nChanged 1
		SP:Iteration 85Q (27025.740000 sec): 3 clusters
  Score: Raw -3644207.447518 + Penalty 3396.885610 = -3640810.561909
  nChanged 0
		SP:Iteration 86F (27026.040000 sec): 3 clusters
  Score: Raw -3644207.447518 + Penalty 3396.885610 = -3640810.561909
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 33 (11962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27026.190000 sec): 2 clusters
  Score: Raw -1166866.162606 + Penalty 1525.792164 = -1165340.370442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27026.400000 sec): 3 clusters
  Score: Raw -1159926.342474 + Penalty 3051.584327 = -1156874.758147
  nChanged 5282
		SP:Iteration 1F (27026.640000 sec): 3 clusters
  Score: Raw -1163128.779375 + Penalty 3051.584327 = -1160077.195048
  nChanged 902
		SP:Iteration 2F (27026.900000 sec): 3 clusters
  Score: Raw -1163680.048693 + Penalty 3051.584327 = -1160628.464366
  nChanged 795
		SP:Iteration 3F (27027.110000 sec): 3 clusters
  Score: Raw -1164152.134299 + Penalty 3051.584327 = -1161100.549972
  nChanged 710
		SP:Iteration 4F (27027.360000 sec): 3 clusters
  Score: Raw -1164551.185386 + Penalty 3051.584327 = -1161499.601059
  nChanged 622
		SP:Iteration 5F (27027.630000 sec): 3 clusters
  Score: Raw -1164895.170974 + Penalty 3051.584327 = -1161843.586647
  nChanged 533
		SP:Iteration 6Q (27027.900000 sec): 3 clusters
  Score: Raw -1165152.850237 + Penalty 3051.584327 = -1162101.265909
  nChanged 425
		SP:Iteration 7Q (27028.180000 sec): 3 clusters
  Score: Raw -1165330.412048 + Penalty 3051.584327 = -1162278.827721
  nChanged 371
		SP:Iteration 8Q (27028.420000 sec): 3 clusters
  Score: Raw -1165490.869759 + Penalty 3051.584327 = -1162439.285432
  nChanged 316
		SP:Iteration 9Q (27028.690000 sec): 3 clusters
  Score: Raw -1165625.694561 + Penalty 3051.584327 = -1162574.110234
  nChanged 294
		SP:Iteration 10Q (27028.980000 sec): 3 clusters
  Score: Raw -1165724.673456 + Penalty 3051.584327 = -1162673.089128
  nChanged 249
		SP:Iteration 11Q (27029.200000 sec): 3 clusters
  Score: Raw -1165810.607531 + Penalty 3051.584327 = -1162759.023204
  nChanged 224
		SP:Iteration 12Q (27029.460000 sec): 3 clusters
  Score: Raw -1165895.461011 + Penalty 3051.584327 = -1162843.876684
  nChanged 219
		SP:Iteration 13Q (27029.660000 sec): 3 clusters
  Score: Raw -1165973.596818 + Penalty 3051.584327 = -1162922.012490
  nChanged 215
		SP:Iteration 14Q (27029.920000 sec): 3 clusters
  Score: Raw -1166052.730478 + Penalty 3051.584327 = -1163001.146151
  nChanged 205
		SP:Iteration 15Q (27030.140000 sec): 3 clusters
  Score: Raw -1166124.563188 + Penalty 3051.584327 = -1163072.978861
  nChanged 176
		SP:Iteration 16Q (27030.410000 sec): 3 clusters
  Score: Raw -1166186.629513 + Penalty 3051.584327 = -1163135.045185
  nChanged 161
		SP:Iteration 17Q (27030.620000 sec): 3 clusters
  Score: Raw -1166243.141884 + Penalty 3051.584327 = -1163191.557557
  nChanged 175
		SP:Iteration 18Q (27030.880000 sec): 3 clusters
  Score: Raw -1166314.070355 + Penalty 3051.584327 = -1163262.486028
  nChanged 188
		SP:Iteration 19Q (27031.170000 sec): 3 clusters
  Score: Raw -1166396.435246 + Penalty 3051.584327 = -1163344.850918
  nChanged 194
		SP:Iteration 20F (27031.440000 sec): 3 clusters
  Score: Raw -1166473.653271 + Penalty 3051.584327 = -1163422.068944
  nChanged 177
		SP:Iteration 21Q (27031.670000 sec): 3 clusters
  Score: Raw -1166543.711484 + Penalty 3051.584327 = -1163492.127157
  nChanged 184
		SP:Iteration 22Q (27031.910000 sec): 3 clusters
  Score: Raw -1166622.774427 + Penalty 3051.584327 = -1163571.190100
  nChanged 174
		SP:Iteration 23Q (27032.140000 sec): 3 clusters
  Score: Raw -1166701.968768 + Penalty 3051.584327 = -1163650.384441
  nChanged 154
		SP:Iteration 24Q (27032.360000 sec): 3 clusters
  Score: Raw -1166768.957956 + Penalty 3051.584327 = -1163717.373629
  nChanged 137
		SP:Iteration 25Q (27032.610000 sec): 3 clusters
  Score: Raw -1166832.072312 + Penalty 3051.584327 = -1163780.487985
  nChanged 133
		SP:Iteration 26Q (27032.860000 sec): 3 clusters
  Score: Raw -1166887.504881 + Penalty 3051.584327 = -1163835.920554
  nChanged 105
		SP:Iteration 27Q (27033.100000 sec): 3 clusters
  Score: Raw -1166928.532857 + Penalty 3051.584327 = -1163876.948530
  nChanged 82
		SP:Iteration 28Q (27033.400000 sec): 3 clusters
  Score: Raw -1166961.491576 + Penalty 3051.584327 = -1163909.907249
  nChanged 77
		SP:Iteration 29Q (27033.670000 sec): 3 clusters
  Score: Raw -1166990.034492 + Penalty 3051.584327 = -1163938.450165
  nChanged 65
		SP:Iteration 30Q (27033.910000 sec): 3 clusters
  Score: Raw -1167014.221966 + Penalty 3051.584327 = -1163962.637639
  nChanged 53
		SP:Iteration 31Q (27034.180000 sec): 3 clusters
  Score: Raw -1167031.701982 + Penalty 3051.584327 = -1163980.117655
  nChanged 38
		SP:Iteration 32Q (27034.420000 sec): 3 clusters
  Score: Raw -1167045.635323 + Penalty 3051.584327 = -1163994.050996
  nChanged 30
		SP:Iteration 33Q (27034.700000 sec): 3 clusters
  Score: Raw -1167056.875655 + Penalty 3051.584327 = -1164005.291328
  nChanged 22
		SP:Iteration 34Q (27034.950000 sec): 3 clusters
  Score: Raw -1167065.564726 + Penalty 3051.584327 = -1164013.980399
  nChanged 25
		SP:Iteration 35Q (27035.190000 sec): 3 clusters
  Score: Raw -1167073.973890 + Penalty 3051.584327 = -1164022.389563
  nChanged 27
		SP:Iteration 36Q (27035.480000 sec): 3 clusters
  Score: Raw -1167082.847151 + Penalty 3051.584327 = -1164031.262824
  nChanged 25
		SP:Iteration 37Q (27035.680000 sec): 3 clusters
  Score: Raw -1167091.300681 + Penalty 3051.584327 = -1164039.716354
  nChanged 17
		SP:Iteration 38Q (27035.910000 sec): 3 clusters
  Score: Raw -1167095.945895 + Penalty 3051.584327 = -1164044.361567
  nChanged 17
		SP:Iteration 39Q (27036.170000 sec): 3 clusters
  Score: Raw -1167101.900823 + Penalty 3051.584327 = -1164050.316496
  nChanged 14
		SP:Iteration 40F (27036.350000 sec): 3 clusters
  Score: Raw -1167106.265997 + Penalty 3051.584327 = -1164054.681669
  nChanged 14
		SP:Iteration 41Q (27036.610000 sec): 3 clusters
  Score: Raw -1167111.066043 + Penalty 3051.584327 = -1164059.481716
  nChanged 11
		SP:Iteration 42Q (27036.880000 sec): 3 clusters
  Score: Raw -1167116.821519 + Penalty 3051.584327 = -1164065.237191
  nChanged 13
		SP:Iteration 43Q (27037.060000 sec): 3 clusters
  Score: Raw -1167128.678412 + Penalty 3051.584327 = -1164077.094085
  nChanged 19
		SP:Iteration 44Q (27037.320000 sec): 3 clusters
  Score: Raw -1167138.778201 + Penalty 3051.584327 = -1164087.193874
  nChanged 17
		SP:Iteration 45Q (27037.540000 sec): 3 clusters
  Score: Raw -1167145.708566 + Penalty 3051.584327 = -1164094.124239
  nChanged 14
		SP:Iteration 46Q (27037.710000 sec): 3 clusters
  Score: Raw -1167150.874025 + Penalty 3051.584327 = -1164099.289698
  nChanged 12
		SP:Iteration 47Q (27037.940000 sec): 3 clusters
  Score: Raw -1167154.746785 + Penalty 3051.584327 = -1164103.162458
  nChanged 4
		SP:Iteration 48Q (27038.180000 sec): 3 clusters
  Score: Raw -1167155.959066 + Penalty 3051.584327 = -1164104.374739
  nChanged 5
		SP:Iteration 49Q (27038.400000 sec): 3 clusters
  Score: Raw -1167157.998530 + Penalty 3051.584327 = -1164106.414203
  nChanged 4
		SP:Iteration 50Q (27038.610000 sec): 3 clusters
  Score: Raw -1167159.683357 + Penalty 3051.584327 = -1164108.099030
  nChanged 4
		SP:Iteration 51Q (27038.860000 sec): 3 clusters
  Score: Raw -1167162.517869 + Penalty 3051.584327 = -1164110.933542
  nChanged 9
		SP:Iteration 52Q (27039.120000 sec): 3 clusters
  Score: Raw -1167166.499825 + Penalty 3051.584327 = -1164114.915498
  nChanged 7
		SP:Iteration 53Q (27039.300000 sec): 3 clusters
  Score: Raw -1167168.203767 + Penalty 3051.584327 = -1164116.619440
  nChanged 2
		SP:Iteration 54Q (27039.560000 sec): 3 clusters
  Score: Raw -1167168.516888 + Penalty 3051.584327 = -1164116.932561
  nChanged 1
		SP:Iteration 55Q (27039.790000 sec): 3 clusters
  Score: Raw -1167169.218100 + Penalty 3051.584327 = -1164117.633773
  nChanged 2
		SP:Iteration 56Q (27040.040000 sec): 3 clusters
  Score: Raw -1167169.998742 + Penalty 3051.584327 = -1164118.414415
  nChanged 1
		SP:Iteration 57Q (27040.250000 sec): 3 clusters
  Score: Raw -1167170.469736 + Penalty 3051.584327 = -1164118.885409
  nChanged 2
		SP:Iteration 58Q (27040.460000 sec): 3 clusters
  Score: Raw -1167172.114993 + Penalty 3051.584327 = -1164120.530666
  nChanged 2
		SP:Iteration 59Q (27040.610000 sec): 3 clusters
  Score: Raw -1167173.587694 + Penalty 3051.584327 = -1164122.003367
  nChanged 4
		SP:Iteration 60F (27040.830000 sec): 3 clusters
  Score: Raw -1167176.232234 + Penalty 3051.584327 = -1164124.647907
  nChanged 8
		SP:Iteration 61Q (27041.010000 sec): 3 clusters
  Score: Raw -1167181.852460 + Penalty 3051.584327 = -1164130.268133
  nChanged 9
		SP:Iteration 62Q (27041.200000 sec): 3 clusters
  Score: Raw -1167184.524890 + Penalty 3051.584327 = -1164132.940563
  nChanged 4
		SP:Iteration 63Q (27041.450000 sec): 3 clusters
  Score: Raw -1167185.628392 + Penalty 3051.584327 = -1164134.044064
  nChanged 3
		SP:Iteration 64Q (27041.600000 sec): 3 clusters
  Score: Raw -1167186.482639 + Penalty 3051.584327 = -1164134.898312
  nChanged 2
		SP:Iteration 65Q (27041.820000 sec): 3 clusters
  Score: Raw -1167187.156408 + Penalty 3051.584327 = -1164135.572081
  nChanged 1
		SP:Iteration 66Q (27042.000000 sec): 3 clusters
  Score: Raw -1167187.760733 + Penalty 3051.584327 = -1164136.176405
  nChanged 2
		SP:Iteration 67Q (27042.180000 sec): 3 clusters
  Score: Raw -1167188.349862 + Penalty 3051.584327 = -1164136.765535
  nChanged 1
		SP:Iteration 68Q (27042.400000 sec): 3 clusters
  Score: Raw -1167189.567603 + Penalty 3051.584327 = -1164137.983275
  nChanged 1
		SP:Iteration 69Q (27042.640000 sec): 3 clusters
  Score: Raw -1167190.092032 + Penalty 3051.584327 = -1164138.507705
  nChanged 1
		SP:Iteration 70Q (27042.840000 sec): 3 clusters
  Score: Raw -1167191.103166 + Penalty 3051.584327 = -1164139.518839
  nChanged 2
		SP:Iteration 71Q (27043.100000 sec): 3 clusters
  Score: Raw -1167191.873460 + Penalty 3051.584327 = -1164140.289132
  nChanged 0
		SP:Iteration 72F (27043.340000 sec): 3 clusters
  Score: Raw -1167191.873460 + Penalty 3051.584327 = -1164140.289132
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 34 (9623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27043.450000 sec): 2 clusters
  Score: Raw -1014304.246611 + Penalty 1490.435594 = -1012813.811017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27043.600000 sec): 3 clusters
  Score: Raw -1008877.160877 + Penalty 2980.871187 = -1005896.289690
  nChanged 4163
		SP:Iteration 1F (27043.760000 sec): 3 clusters
  Score: Raw -1010995.763155 + Penalty 2980.871187 = -1008014.891968
  nChanged 603
		SP:Iteration 2F (27044.000000 sec): 3 clusters
  Score: Raw -1011238.275809 + Penalty 2980.871187 = -1008257.404622
  nChanged 483
		SP:Iteration 3F (27044.260000 sec): 3 clusters
  Score: Raw -1011437.537441 + Penalty 2980.871187 = -1008456.666254
  nChanged 405
		SP:Iteration 4Q (27044.430000 sec): 3 clusters
  Score: Raw -1011611.540175 + Penalty 2980.871187 = -1008630.668988
  nChanged 373
		SP:Iteration 5Q (27044.660000 sec): 3 clusters
  Score: Raw -1011757.412580 + Penalty 2980.871187 = -1008776.541392
  nChanged 335
		SP:Iteration 6Q (27044.850000 sec): 3 clusters
  Score: Raw -1011883.169055 + Penalty 2980.871187 = -1008902.297868
  nChanged 306
		SP:Iteration 7Q (27045.050000 sec): 3 clusters
  Score: Raw -1011995.746315 + Penalty 2980.871187 = -1009014.875128
  nChanged 298
		SP:Iteration 8Q (27045.240000 sec): 3 clusters
  Score: Raw -1012117.956167 + Penalty 2980.871187 = -1009137.084980
  nChanged 306
		SP:Iteration 9Q (27045.440000 sec): 3 clusters
  Score: Raw -1012247.724029 + Penalty 2980.871187 = -1009266.852841
  nChanged 299
		SP:Iteration 10Q (27045.640000 sec): 3 clusters
  Score: Raw -1012392.693216 + Penalty 2980.871187 = -1009411.822029
  nChanged 344
		SP:Iteration 11Q (27045.830000 sec): 3 clusters
  Score: Raw -1012574.379791 + Penalty 2980.871187 = -1009593.508604
  nChanged 350
		SP:Iteration 12Q (27046.030000 sec): 3 clusters
  Score: Raw -1012763.726851 + Penalty 2980.871187 = -1009782.855663
  nChanged 367
		SP:Iteration 13Q (27046.220000 sec): 3 clusters
  Score: Raw -1012965.888031 + Penalty 2980.871187 = -1009985.016844
  nChanged 336
		SP:Iteration 14Q (27046.450000 sec): 3 clusters
  Score: Raw -1013140.716301 + Penalty 2980.871187 = -1010159.845113
  nChanged 309
		SP:Iteration 15Q (27046.720000 sec): 3 clusters
  Score: Raw -1013303.852607 + Penalty 2980.871187 = -1010322.981419
  nChanged 273
		SP:Iteration 16Q (27046.900000 sec): 3 clusters
  Score: Raw -1013422.318872 + Penalty 2980.871187 = -1010441.447684
  nChanged 202
		SP:Iteration 17Q (27047.060000 sec): 3 clusters
  Score: Raw -1013497.341135 + Penalty 2980.871187 = -1010516.469947
  nChanged 151
		SP:Iteration 18Q (27047.280000 sec): 3 clusters
  Score: Raw -1013540.976599 + Penalty 2980.871187 = -1010560.105412
  nChanged 101
		SP:Iteration 19Q (27047.470000 sec): 3 clusters
  Score: Raw -1013567.612457 + Penalty 2980.871187 = -1010586.741270
  nChanged 85
		SP:Iteration 20F (27047.710000 sec): 3 clusters
  Score: Raw -1013586.319207 + Penalty 2980.871187 = -1010605.448020
  nChanged 76
		SP:Iteration 21Q (27047.930000 sec): 3 clusters
  Score: Raw -1013601.309000 + Penalty 2980.871187 = -1010620.437813
  nChanged 74
		SP:Iteration 22Q (27048.180000 sec): 3 clusters
  Score: Raw -1013619.576273 + Penalty 2980.871187 = -1010638.705086
  nChanged 76
		SP:Iteration 23Q (27048.470000 sec): 3 clusters
  Score: Raw -1013636.847035 + Penalty 2980.871187 = -1010655.975848
  nChanged 71
		SP:Iteration 24Q (27048.760000 sec): 3 clusters
  Score: Raw -1013655.618560 + Penalty 2980.871187 = -1010674.747373
  nChanged 71
		SP:Iteration 25Q (27049.030000 sec): 3 clusters
  Score: Raw -1013673.307184 + Penalty 2980.871187 = -1010692.435997
  nChanged 62
		SP:Iteration 26Q (27049.250000 sec): 3 clusters
  Score: Raw -1013686.814261 + Penalty 2980.871187 = -1010705.943073
  nChanged 60
		SP:Iteration 27Q (27049.540000 sec): 3 clusters
  Score: Raw -1013697.319219 + Penalty 2980.871187 = -1010716.448032
  nChanged 51
		SP:Iteration 28Q (27049.820000 sec): 3 clusters
  Score: Raw -1013707.123411 + Penalty 2980.871187 = -1010726.252223
  nChanged 52
		SP:Iteration 29Q (27050.110000 sec): 3 clusters
  Score: Raw -1013718.607778 + Penalty 2980.871187 = -1010737.736591
  nChanged 58
		SP:Iteration 30Q (27050.320000 sec): 3 clusters
  Score: Raw -1013729.333205 + Penalty 2980.871187 = -1010748.462018
  nChanged 46
		SP:Iteration 31Q (27050.530000 sec): 3 clusters
  Score: Raw -1013738.190848 + Penalty 2980.871187 = -1010757.319661
  nChanged 52
		SP:Iteration 32Q (27050.740000 sec): 3 clusters
  Score: Raw -1013745.621889 + Penalty 2980.871187 = -1010764.750701
  nChanged 32
		SP:Iteration 33Q (27050.940000 sec): 3 clusters
  Score: Raw -1013751.142644 + Penalty 2980.871187 = -1010770.271457
  nChanged 26
		SP:Iteration 34Q (27051.200000 sec): 3 clusters
  Score: Raw -1013755.114362 + Penalty 2980.871187 = -1010774.243175
  nChanged 29
		SP:Iteration 35Q (27051.430000 sec): 3 clusters
  Score: Raw -1013760.025247 + Penalty 2980.871187 = -1010779.154059
  nChanged 28
		SP:Iteration 36Q (27051.620000 sec): 3 clusters
  Score: Raw -1013764.706180 + Penalty 2980.871187 = -1010783.834992
  nChanged 25
		SP:Iteration 37Q (27051.800000 sec): 3 clusters
  Score: Raw -1013768.644606 + Penalty 2980.871187 = -1010787.773418
  nChanged 23
		SP:Iteration 38Q (27052.040000 sec): 3 clusters
  Score: Raw -1013771.351037 + Penalty 2980.871187 = -1010790.479850
  nChanged 14
		SP:Iteration 39Q (27052.310000 sec): 3 clusters
  Score: Raw -1013772.445041 + Penalty 2980.871187 = -1010791.573854
  nChanged 4
		SP:Iteration 40F (27052.530000 sec): 3 clusters
  Score: Raw -1013772.957652 + Penalty 2980.871187 = -1010792.086465
  nChanged 8
		SP:Iteration 41Q (27052.740000 sec): 3 clusters
  Score: Raw -1013774.013408 + Penalty 2980.871187 = -1010793.142220
  nChanged 16
		SP:Iteration 42Q (27053.000000 sec): 3 clusters
  Score: Raw -1013776.900982 + Penalty 2980.871187 = -1010796.029795
  nChanged 14
		SP:Iteration 43Q (27053.270000 sec): 3 clusters
  Score: Raw -1013779.469140 + Penalty 2980.871187 = -1010798.597952
  nChanged 26
		SP:Iteration 44Q (27053.480000 sec): 3 clusters
  Score: Raw -1013783.594546 + Penalty 2980.871187 = -1010802.723359
  nChanged 21
		SP:Iteration 45Q (27053.690000 sec): 3 clusters
  Score: Raw -1013786.831685 + Penalty 2980.871187 = -1010805.960498
  nChanged 22
		SP:Iteration 46Q (27053.970000 sec): 3 clusters
  Score: Raw -1013790.902680 + Penalty 2980.871187 = -1010810.031492
  nChanged 22
		SP:Iteration 47Q (27054.170000 sec): 3 clusters
  Score: Raw -1013794.519385 + Penalty 2980.871187 = -1010813.648198
  nChanged 24
		SP:Iteration 48Q (27054.410000 sec): 3 clusters
  Score: Raw -1013798.278469 + Penalty 2980.871187 = -1010817.407282
  nChanged 29
		SP:Iteration 49Q (27054.690000 sec): 3 clusters
  Score: Raw -1013802.131234 + Penalty 2980.871187 = -1010821.260047
  nChanged 22
		SP:Iteration 50Q (27054.920000 sec): 3 clusters
  Score: Raw -1013805.349042 + Penalty 2980.871187 = -1010824.477855
  nChanged 24
		SP:Iteration 51Q (27055.200000 sec): 3 clusters
  Score: Raw -1013809.376127 + Penalty 2980.871187 = -1010828.504940
  nChanged 22
		SP:Iteration 52Q (27055.500000 sec): 3 clusters
  Score: Raw -1013812.741701 + Penalty 2980.871187 = -1010831.870513
  nChanged 17
		SP:Iteration 53Q (27055.720000 sec): 3 clusters
  Score: Raw -1013814.588035 + Penalty 2980.871187 = -1010833.716848
  nChanged 14
		SP:Iteration 54Q (27055.940000 sec): 3 clusters
  Score: Raw -1013816.671387 + Penalty 2980.871187 = -1010835.800200
  nChanged 9
		SP:Iteration 55Q (27056.140000 sec): 3 clusters
  Score: Raw -1013818.314050 + Penalty 2980.871187 = -1010837.442863
  nChanged 15
		SP:Iteration 56Q (27056.390000 sec): 3 clusters
  Score: Raw -1013820.814153 + Penalty 2980.871187 = -1010839.942966
  nChanged 19
		SP:Iteration 57Q (27056.680000 sec): 3 clusters
  Score: Raw -1013823.216654 + Penalty 2980.871187 = -1010842.345467
  nChanged 17
		SP:Iteration 58Q (27056.890000 sec): 3 clusters
  Score: Raw -1013825.462838 + Penalty 2980.871187 = -1010844.591651
  nChanged 21
		SP:Iteration 59Q (27057.130000 sec): 3 clusters
  Score: Raw -1013829.285198 + Penalty 2980.871187 = -1010848.414010
  nChanged 23
		SP:Iteration 60F (27057.370000 sec): 3 clusters
  Score: Raw -1013833.661975 + Penalty 2980.871187 = -1010852.790788
  nChanged 20
		SP:Iteration 61Q (27057.630000 sec): 3 clusters
  Score: Raw -1013836.197158 + Penalty 2980.871187 = -1010855.325971
  nChanged 18
		SP:Iteration 62Q (27057.830000 sec): 3 clusters
  Score: Raw -1013838.705247 + Penalty 2980.871187 = -1010857.834060
  nChanged 14
		SP:Iteration 63Q (27058.060000 sec): 3 clusters
  Score: Raw -1013841.221788 + Penalty 2980.871187 = -1010860.350600
  nChanged 18
		SP:Iteration 64Q (27058.300000 sec): 3 clusters
  Score: Raw -1013842.958440 + Penalty 2980.871187 = -1010862.087253
  nChanged 13
		SP:Iteration 65Q (27058.600000 sec): 3 clusters
  Score: Raw -1013844.639100 + Penalty 2980.871187 = -1010863.767913
  nChanged 9
		SP:Iteration 66Q (27058.840000 sec): 3 clusters
  Score: Raw -1013845.470500 + Penalty 2980.871187 = -1010864.599313
  nChanged 7
		SP:Iteration 67Q (27059.120000 sec): 3 clusters
  Score: Raw -1013846.126723 + Penalty 2980.871187 = -1010865.255536
  nChanged 5
		SP:Iteration 68Q (27059.360000 sec): 3 clusters
  Score: Raw -1013846.529832 + Penalty 2980.871187 = -1010865.658645
  nChanged 4
		SP:Iteration 69Q (27059.610000 sec): 3 clusters
  Score: Raw -1013847.104779 + Penalty 2980.871187 = -1010866.233591
  nChanged 5
		SP:Iteration 70Q (27059.840000 sec): 3 clusters
  Score: Raw -1013847.650217 + Penalty 2980.871187 = -1010866.779029
  nChanged 4
		SP:Iteration 71Q (27060.100000 sec): 3 clusters
  Score: Raw -1013848.014262 + Penalty 2980.871187 = -1010867.143075
  nChanged 1
		SP:Iteration 72Q (27060.350000 sec): 3 clusters
  Score: Raw -1013848.101158 + Penalty 2980.871187 = -1010867.229970
  nChanged 1
		SP:Iteration 73Q (27060.660000 sec): 3 clusters
  Score: Raw -1013848.183676 + Penalty 2980.871187 = -1010867.312488
  nChanged 3
		SP:Iteration 74Q (27060.880000 sec): 3 clusters
  Score: Raw -1013848.415621 + Penalty 2980.871187 = -1010867.544434
  nChanged 2
		SP:Iteration 75Q (27061.190000 sec): 3 clusters
  Score: Raw -1013848.505477 + Penalty 2980.871187 = -1010867.634290
  nChanged 1
		SP:Iteration 76Q (27061.440000 sec): 3 clusters
  Score: Raw -1013848.531595 + Penalty 2980.871187 = -1010867.660407
  nChanged 1
		SP:Iteration 77Q (27061.640000 sec): 3 clusters
  Score: Raw -1013848.607520 + Penalty 2980.871187 = -1010867.736333
  nChanged 2
		SP:Iteration 78Q (27061.890000 sec): 3 clusters
  Score: Raw -1013848.746245 + Penalty 2980.871187 = -1010867.875057
  nChanged 1
		SP:Iteration 79Q (27062.130000 sec): 3 clusters
  Score: Raw -1013848.813188 + Penalty 2980.871187 = -1010867.942001
  nChanged 0
		SP:Iteration 80F (27062.370000 sec): 3 clusters
  Score: Raw -1013848.813188 + Penalty 2980.871187 = -1010867.942001
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 35 (2256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27062.450000 sec): 2 clusters
  Score: Raw -213813.491773 + Penalty 1254.719150 = -212558.772624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27062.650000 sec): 3 clusters
  Score: Raw -212815.700901 + Penalty 2509.438299 = -210306.262602
  nChanged 775
		SP:Iteration 1F (27062.850000 sec): 3 clusters
  Score: Raw -213301.194499 + Penalty 2509.438299 = -210791.756200
  nChanged 178
		SP:Iteration 2F (27063.020000 sec): 3 clusters
  Score: Raw -213434.362363 + Penalty 2509.438299 = -210924.924064
  nChanged 121
		SP:Iteration 3F (27063.180000 sec): 3 clusters
  Score: Raw -213538.285572 + Penalty 2509.438299 = -211028.847272
  nChanged 114
		SP:Iteration 4F (27063.340000 sec): 3 clusters
  Score: Raw -213630.955239 + Penalty 2509.438299 = -211121.516940
  nChanged 96
		SP:Iteration 5Q (27063.480000 sec): 3 clusters
  Score: Raw -213713.869924 + Penalty 2509.438299 = -211204.431625
  nChanged 85
		SP:Iteration 6Q (27063.670000 sec): 3 clusters
  Score: Raw -213782.301616 + Penalty 2509.438299 = -211272.863317
  nChanged 55
		SP:Iteration 7Q (27063.900000 sec): 3 clusters
  Score: Raw -213816.840513 + Penalty 2509.438299 = -211307.402214
  nChanged 40
		SP:Iteration 8Q (27064.020000 sec): 3 clusters
  Score: Raw -213845.218123 + Penalty 2509.438299 = -211335.779824
  nChanged 29
		SP:Iteration 9Q (27064.190000 sec): 3 clusters
  Score: Raw -213866.395984 + Penalty 2509.438299 = -211356.957685
  nChanged 29
		SP:Iteration 10Q (27064.360000 sec): 3 clusters
  Score: Raw -213883.520976 + Penalty 2509.438299 = -211374.082677
  nChanged 25
		SP:Iteration 11Q (27064.570000 sec): 3 clusters
  Score: Raw -213896.311372 + Penalty 2509.438299 = -211386.873073
  nChanged 18
		SP:Iteration 12Q (27064.690000 sec): 3 clusters
  Score: Raw -213904.143182 + Penalty 2509.438299 = -211394.704883
  nChanged 23
		SP:Iteration 13Q (27064.850000 sec): 3 clusters
  Score: Raw -213916.720789 + Penalty 2509.438299 = -211407.282490
  nChanged 21
		SP:Iteration 14Q (27065.060000 sec): 3 clusters
  Score: Raw -213926.280210 + Penalty 2509.438299 = -211416.841911
  nChanged 17
		SP:Iteration 15Q (27065.220000 sec): 3 clusters
  Score: Raw -213937.468681 + Penalty 2509.438299 = -211428.030382
  nChanged 15
		SP:Iteration 16Q (27065.380000 sec): 3 clusters
  Score: Raw -213948.425930 + Penalty 2509.438299 = -211438.987631
  nChanged 16
		SP:Iteration 17Q (27065.560000 sec): 3 clusters
  Score: Raw -213958.357797 + Penalty 2509.438299 = -211448.919497
  nChanged 13
		SP:Iteration 18Q (27065.760000 sec): 3 clusters
  Score: Raw -213969.698620 + Penalty 2509.438299 = -211460.260321
  nChanged 18
		SP:Iteration 19Q (27065.900000 sec): 3 clusters
  Score: Raw -213981.132449 + Penalty 2509.438299 = -211471.694150
  nChanged 11
		SP:Iteration 20F (27066.120000 sec): 3 clusters
  Score: Raw -213986.805079 + Penalty 2509.438299 = -211477.366780
  nChanged 7
		SP:Iteration 21Q (27066.240000 sec): 3 clusters
  Score: Raw -213990.682884 + Penalty 2509.438299 = -211481.244585
  nChanged 5
		SP:Iteration 22Q (27066.450000 sec): 3 clusters
  Score: Raw -213993.594780 + Penalty 2509.438299 = -211484.156481
  nChanged 7
		SP:Iteration 23Q (27066.600000 sec): 3 clusters
  Score: Raw -213996.559305 + Penalty 2509.438299 = -211487.121006
  nChanged 7
		SP:Iteration 24Q (27066.800000 sec): 3 clusters
  Score: Raw -213999.735276 + Penalty 2509.438299 = -211490.296977
  nChanged 3
		SP:Iteration 25Q (27066.970000 sec): 3 clusters
  Score: Raw -214000.644311 + Penalty 2509.438299 = -211491.206012
  nChanged 0
		SP:Iteration 26F (27067.150000 sec): 3 clusters
  Score: Raw -214000.644311 + Penalty 2509.438299 = -211491.206012
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 36 (2248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27067.280000 sec): 2 clusters
  Score: Raw -203159.803137 + Penalty 1254.141884 = -201905.661253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27067.430000 sec): 3 clusters
  Score: Raw -202177.450753 + Penalty 2508.283769 = -199669.166984
  nChanged 808
		SP:Iteration 1F (27067.630000 sec): 3 clusters
  Score: Raw -202724.322958 + Penalty 2508.283769 = -200216.039189
  nChanged 194
		SP:Iteration 2F (27067.840000 sec): 3 clusters
  Score: Raw -202886.473056 + Penalty 2508.283769 = -200378.189288
  nChanged 128
		SP:Iteration 3F (27068.040000 sec): 3 clusters
  Score: Raw -203017.125246 + Penalty 2508.283769 = -200508.841477
  nChanged 109
		SP:Iteration 4Q (27068.190000 sec): 3 clusters
  Score: Raw -203117.002794 + Penalty 2508.283769 = -200608.719025
  nChanged 87
		SP:Iteration 5Q (27068.360000 sec): 3 clusters
  Score: Raw -203199.310859 + Penalty 2508.283769 = -200691.027090
  nChanged 83
		SP:Iteration 6Q (27068.620000 sec): 3 clusters
  Score: Raw -203284.795488 + Penalty 2508.283769 = -200776.511719
  nChanged 61
		SP:Iteration 7Q (27068.790000 sec): 3 clusters
  Score: Raw -203346.772346 + Penalty 2508.283769 = -200838.488578
  nChanged 60
		SP:Iteration 8Q (27068.950000 sec): 3 clusters
  Score: Raw -203393.741357 + Penalty 2508.283769 = -200885.457589
  nChanged 47
		SP:Iteration 9Q (27069.110000 sec): 3 clusters
  Score: Raw -203427.105060 + Penalty 2508.283769 = -200918.821291
  nChanged 38
		SP:Iteration 10Q (27069.320000 sec): 3 clusters
  Score: Raw -203450.585862 + Penalty 2508.283769 = -200942.302093
  nChanged 26
		SP:Iteration 11Q (27069.500000 sec): 3 clusters
  Score: Raw -203471.648406 + Penalty 2508.283769 = -200963.364638
  nChanged 35
		SP:Iteration 12Q (27069.720000 sec): 3 clusters
  Score: Raw -203495.453795 + Penalty 2508.283769 = -200987.170027
  nChanged 23
		SP:Iteration 13Q (27069.880000 sec): 3 clusters
  Score: Raw -203504.610579 + Penalty 2508.283769 = -200996.326811
  nChanged 15
		SP:Iteration 14Q (27070.050000 sec): 3 clusters
  Score: Raw -203513.208399 + Penalty 2508.283769 = -201004.924630
  nChanged 17
		SP:Iteration 15Q (27070.230000 sec): 3 clusters
  Score: Raw -203523.133614 + Penalty 2508.283769 = -201014.849845
  nChanged 19
		SP:Iteration 16Q (27070.430000 sec): 3 clusters
  Score: Raw -203532.854614 + Penalty 2508.283769 = -201024.570845
  nChanged 10
		SP:Iteration 17Q (27070.600000 sec): 3 clusters
  Score: Raw -203538.114256 + Penalty 2508.283769 = -201029.830488
  nChanged 6
		SP:Iteration 18Q (27070.820000 sec): 3 clusters
  Score: Raw -203540.951589 + Penalty 2508.283769 = -201032.667821
  nChanged 4
		SP:Iteration 19Q (27071.050000 sec): 3 clusters
  Score: Raw -203543.380182 + Penalty 2508.283769 = -201035.096414
  nChanged 5
		SP:Iteration 20F (27071.250000 sec): 3 clusters
  Score: Raw -203544.858280 + Penalty 2508.283769 = -201036.574511
  nChanged 6
		SP:Iteration 21Q (27071.420000 sec): 3 clusters
  Score: Raw -203547.510411 + Penalty 2508.283769 = -201039.226643
  nChanged 4
		SP:Iteration 22Q (27071.560000 sec): 3 clusters
  Score: Raw -203549.155249 + Penalty 2508.283769 = -201040.871480
  nChanged 7
		SP:Iteration 23Q (27071.740000 sec): 3 clusters
  Score: Raw -203551.480642 + Penalty 2508.283769 = -201043.196874
  nChanged 3
		SP:Iteration 24Q (27071.870000 sec): 3 clusters
  Score: Raw -203552.187458 + Penalty 2508.283769 = -201043.903689
  nChanged 1
		SP:Iteration 25Q (27072.080000 sec): 3 clusters
  Score: Raw -203552.401758 + Penalty 2508.283769 = -201044.117989
  nChanged 2
		SP:Iteration 26Q (27072.270000 sec): 3 clusters
  Score: Raw -203552.842890 + Penalty 2508.283769 = -201044.559121
  nChanged 2
		SP:Iteration 27Q (27072.440000 sec): 3 clusters
  Score: Raw -203553.676079 + Penalty 2508.283769 = -201045.392311
  nChanged 4
		SP:Iteration 28Q (27072.660000 sec): 3 clusters
  Score: Raw -203554.840393 + Penalty 2508.283769 = -201046.556624
  nChanged 3
		SP:Iteration 29Q (27072.870000 sec): 3 clusters
  Score: Raw -203555.732416 + Penalty 2508.283769 = -201047.448647
  nChanged 3
		SP:Iteration 30Q (27073.030000 sec): 3 clusters
  Score: Raw -203556.218187 + Penalty 2508.283769 = -201047.934419
  nChanged 0
		SP:Iteration 31F (27073.230000 sec): 3 clusters
  Score: Raw -203556.218187 + Penalty 2508.283769 = -201047.934419
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 37 (1675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27073.360000 sec): 2 clusters
  Score: Raw -146626.211861 + Penalty 1206.329872 = -145419.881989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27073.520000 sec): 3 clusters
  Score: Raw -145936.012674 + Penalty 2412.659744 = -143523.352930
  nChanged 612
		SP:Iteration 1F (27073.710000 sec): 3 clusters
  Score: Raw -146468.524351 + Penalty 2412.659744 = -144055.864606
  nChanged 184
		SP:Iteration 2F (27073.840000 sec): 3 clusters
  Score: Raw -146719.503403 + Penalty 2412.659744 = -144306.843659
  nChanged 131
		SP:Iteration 3F (27074.030000 sec): 3 clusters
  Score: Raw -146913.853865 + Penalty 2412.659744 = -144501.194121
  nChanged 104
		SP:Iteration 4F (27074.240000 sec): 3 clusters
  Score: Raw -147050.798585 + Penalty 2412.659744 = -144638.138840
  nChanged 71
		SP:Iteration 5Q (27074.420000 sec): 3 clusters
  Score: Raw -147140.372422 + Penalty 2412.659744 = -144727.712678
  nChanged 46
		SP:Iteration 6Q (27074.600000 sec): 3 clusters
  Score: Raw -147194.342984 + Penalty 2412.659744 = -144781.683240
  nChanged 35
		SP:Iteration 7Q (27074.810000 sec): 3 clusters
  Score: Raw -147232.518601 + Penalty 2412.659744 = -144819.858856
  nChanged 22
		SP:Iteration 8Q (27075.020000 sec): 3 clusters
  Score: Raw -147258.229312 + Penalty 2412.659744 = -144845.569568
  nChanged 20
		SP:Iteration 9Q (27075.190000 sec): 3 clusters
  Score: Raw -147283.850594 + Penalty 2412.659744 = -144871.190849
  nChanged 21
		SP:Iteration 10Q (27075.310000 sec): 3 clusters
  Score: Raw -147314.292488 + Penalty 2412.659744 = -144901.632744
  nChanged 21
		SP:Iteration 11Q (27075.440000 sec): 3 clusters
  Score: Raw -147331.228514 + Penalty 2412.659744 = -144918.568769
  nChanged 11
		SP:Iteration 12Q (27075.570000 sec): 3 clusters
  Score: Raw -147336.254634 + Penalty 2412.659744 = -144923.594889
  nChanged 4
		SP:Iteration 13Q (27075.700000 sec): 3 clusters
  Score: Raw -147339.385382 + Penalty 2412.659744 = -144926.725638
  nChanged 3
		SP:Iteration 14Q (27075.830000 sec): 3 clusters
  Score: Raw -147342.291705 + Penalty 2412.659744 = -144929.631960
  nChanged 4
		SP:Iteration 15Q (27075.950000 sec): 3 clusters
  Score: Raw -147345.178215 + Penalty 2412.659744 = -144932.518471
  nChanged 7
		SP:Iteration 16Q (27076.080000 sec): 3 clusters
  Score: Raw -147348.483550 + Penalty 2412.659744 = -144935.823806
  nChanged 1
		SP:Iteration 17Q (27076.210000 sec): 3 clusters
  Score: Raw -147349.356445 + Penalty 2412.659744 = -144936.696700
  nChanged 0
		SP:Iteration 18F (27076.340000 sec): 3 clusters
  Score: Raw -147349.356445 + Penalty 2412.659744 = -144936.696700
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 38 (13378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27076.460000 sec): 2 clusters
  Score: Raw -1424552.134781 + Penalty 1543.972112 = -1423008.162669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27076.770000 sec): 3 clusters
  Score: Raw -1416753.144742 + Penalty 3087.944225 = -1413665.200517
  nChanged 5960
		SP:Iteration 1F (27077.020000 sec): 3 clusters
  Score: Raw -1419918.212697 + Penalty 3087.944225 = -1416830.268472
  nChanged 768
		SP:Iteration 2F (27077.290000 sec): 3 clusters
  Score: Raw -1420238.359987 + Penalty 3087.944225 = -1417150.415762
  nChanged 710
		SP:Iteration 3F (27077.540000 sec): 3 clusters
  Score: Raw -1420565.097700 + Penalty 3087.944225 = -1417477.153475
  nChanged 739
		SP:Iteration 4F (27077.760000 sec): 3 clusters
  Score: Raw -1420943.219820 + Penalty 3087.944225 = -1417855.275595
  nChanged 757
		SP:Iteration 5F (27077.990000 sec): 3 clusters
  Score: Raw -1421387.441196 + Penalty 3087.944225 = -1418299.496971
  nChanged 792
		SP:Iteration 6F (27078.210000 sec): 3 clusters
  Score: Raw -1421921.076819 + Penalty 3087.944225 = -1418833.132594
  nChanged 779
		SP:Iteration 7F (27078.460000 sec): 3 clusters
  Score: Raw -1422495.527114 + Penalty 3087.944225 = -1419407.582889
  nChanged 717
		SP:Iteration 8F (27078.670000 sec): 3 clusters
  Score: Raw -1423085.872149 + Penalty 3087.944225 = -1419997.927924
  nChanged 611
		SP:Iteration 9Q (27078.900000 sec): 3 clusters
  Score: Raw -1423673.732245 + Penalty 3087.944225 = -1420585.788021
  nChanged 485
		SP:Iteration 10Q (27079.170000 sec): 3 clusters
  Score: Raw -1424133.874302 + Penalty 3087.944225 = -1421045.930077
  nChanged 358
		SP:Iteration 11Q (27079.360000 sec): 3 clusters
  Score: Raw -1424412.567885 + Penalty 3087.944225 = -1421324.623661
  nChanged 241
		SP:Iteration 12Q (27079.590000 sec): 3 clusters
  Score: Raw -1424579.904881 + Penalty 3087.944225 = -1421491.960656
  nChanged 158
		SP:Iteration 13Q (27079.820000 sec): 3 clusters
  Score: Raw -1424697.490819 + Penalty 3087.944225 = -1421609.546594
  nChanged 132
		SP:Iteration 14Q (27080.050000 sec): 3 clusters
  Score: Raw -1424791.660298 + Penalty 3087.944225 = -1421703.716074
  nChanged 109
		SP:Iteration 15Q (27080.270000 sec): 3 clusters
  Score: Raw -1424862.897954 + Penalty 3087.944225 = -1421774.953729
  nChanged 83
		SP:Iteration 16Q (27080.510000 sec): 3 clusters
  Score: Raw -1424901.574394 + Penalty 3087.944225 = -1421813.630169
  nChanged 58
		SP:Iteration 17Q (27080.730000 sec): 3 clusters
  Score: Raw -1424924.820964 + Penalty 3087.944225 = -1421836.876739
  nChanged 44
		SP:Iteration 18Q (27080.980000 sec): 3 clusters
  Score: Raw -1424943.732005 + Penalty 3087.944225 = -1421855.787780
  nChanged 38
		SP:Iteration 19Q (27081.190000 sec): 3 clusters
  Score: Raw -1424955.471840 + Penalty 3087.944225 = -1421867.527615
  nChanged 37
		SP:Iteration 20F (27081.380000 sec): 3 clusters
  Score: Raw -1424966.090252 + Penalty 3087.944225 = -1421878.146027
  nChanged 28
		SP:Iteration 21Q (27081.610000 sec): 3 clusters
  Score: Raw -1424975.047977 + Penalty 3087.944225 = -1421887.103752
  nChanged 24
		SP:Iteration 22Q (27081.840000 sec): 3 clusters
  Score: Raw -1424980.842191 + Penalty 3087.944225 = -1421892.897966
  nChanged 17
		SP:Iteration 23Q (27082.000000 sec): 3 clusters
  Score: Raw -1424983.644576 + Penalty 3087.944225 = -1421895.700351
  nChanged 7
		SP:Iteration 24Q (27082.190000 sec): 3 clusters
  Score: Raw -1424985.395414 + Penalty 3087.944225 = -1421897.451189
  nChanged 9
		SP:Iteration 25Q (27082.410000 sec): 3 clusters
  Score: Raw -1424987.223762 + Penalty 3087.944225 = -1421899.279537
  nChanged 4
		SP:Iteration 26Q (27082.660000 sec): 3 clusters
  Score: Raw -1424988.366138 + Penalty 3087.944225 = -1421900.421913
  nChanged 4
		SP:Iteration 27Q (27082.820000 sec): 3 clusters
  Score: Raw -1424989.713232 + Penalty 3087.944225 = -1421901.769007
  nChanged 8
		SP:Iteration 28Q (27083.070000 sec): 3 clusters
  Score: Raw -1424991.531800 + Penalty 3087.944225 = -1421903.587575
  nChanged 8
		SP:Iteration 29Q (27083.250000 sec): 3 clusters
  Score: Raw -1424993.044205 + Penalty 3087.944225 = -1421905.099980
  nChanged 10
		SP:Iteration 30Q (27083.440000 sec): 3 clusters
  Score: Raw -1424994.235426 + Penalty 3087.944225 = -1421906.291201
  nChanged 4
		SP:Iteration 31Q (27083.650000 sec): 3 clusters
  Score: Raw -1424994.871135 + Penalty 3087.944225 = -1421906.926911
  nChanged 1
		SP:Iteration 32Q (27083.870000 sec): 3 clusters
  Score: Raw -1424994.893187 + Penalty 3087.944225 = -1421906.948962
  nChanged 0
		SP:Iteration 33F (27084.130000 sec): 3 clusters
  Score: Raw -1424994.893187 + Penalty 3087.944225 = -1421906.948962
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 39 (5168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27084.220000 sec): 2 clusters
  Score: Raw -499156.072812 + Penalty 1389.414170 = -497766.658643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27084.410000 sec): 3 clusters
  Score: Raw -496502.911028 + Penalty 2778.828340 = -493724.082688
  nChanged 2058
		SP:Iteration 1F (27084.630000 sec): 3 clusters
  Score: Raw -497616.218348 + Penalty 2778.828340 = -494837.390009
  nChanged 382
		SP:Iteration 2F (27084.880000 sec): 3 clusters
  Score: Raw -497849.851527 + Penalty 2778.828340 = -495071.023187
  nChanged 305
		SP:Iteration 3F (27085.040000 sec): 3 clusters
  Score: Raw -498024.501373 + Penalty 2778.828340 = -495245.673034
  nChanged 261
		SP:Iteration 4F (27085.230000 sec): 3 clusters
  Score: Raw -498204.330961 + Penalty 2778.828340 = -495425.502621
  nChanged 228
		SP:Iteration 5Q (27085.440000 sec): 3 clusters
  Score: Raw -498364.021175 + Penalty 2778.828340 = -495585.192835
  nChanged 220
		SP:Iteration 6Q (27085.650000 sec): 3 clusters
  Score: Raw -498515.842363 + Penalty 2778.828340 = -495737.014023
  nChanged 204
		SP:Iteration 7Q (27085.810000 sec): 3 clusters
  Score: Raw -498658.127561 + Penalty 2778.828340 = -495879.299222
  nChanged 177
		SP:Iteration 8Q (27086.000000 sec): 3 clusters
  Score: Raw -498774.076174 + Penalty 2778.828340 = -495995.247834
  nChanged 148
		SP:Iteration 9Q (27086.220000 sec): 3 clusters
  Score: Raw -498862.217049 + Penalty 2778.828340 = -496083.388709
  nChanged 119
		SP:Iteration 10Q (27086.410000 sec): 3 clusters
  Score: Raw -498927.177964 + Penalty 2778.828340 = -496148.349624
  nChanged 99
		SP:Iteration 11Q (27086.610000 sec): 3 clusters
  Score: Raw -498984.791106 + Penalty 2778.828340 = -496205.962766
  nChanged 91
		SP:Iteration 12Q (27086.810000 sec): 3 clusters
  Score: Raw -499052.456396 + Penalty 2778.828340 = -496273.628057
  nChanged 94
		SP:Iteration 13Q (27087.020000 sec): 3 clusters
  Score: Raw -499111.761911 + Penalty 2778.828340 = -496332.933572
  nChanged 75
		SP:Iteration 14Q (27087.230000 sec): 3 clusters
  Score: Raw -499155.527171 + Penalty 2778.828340 = -496376.698831
  nChanged 73
		SP:Iteration 15Q (27087.440000 sec): 3 clusters
  Score: Raw -499195.958086 + Penalty 2778.828340 = -496417.129746
  nChanged 56
		SP:Iteration 16Q (27087.620000 sec): 3 clusters
  Score: Raw -499227.079776 + Penalty 2778.828340 = -496448.251436
  nChanged 53
		SP:Iteration 17Q (27087.770000 sec): 3 clusters
  Score: Raw -499259.374825 + Penalty 2778.828340 = -496480.546485
  nChanged 44
		SP:Iteration 18Q (27088.010000 sec): 3 clusters
  Score: Raw -499291.964005 + Penalty 2778.828340 = -496513.135665
  nChanged 55
		SP:Iteration 19Q (27088.210000 sec): 3 clusters
  Score: Raw -499340.202971 + Penalty 2778.828340 = -496561.374631
  nChanged 61
		SP:Iteration 20F (27088.440000 sec): 3 clusters
  Score: Raw -499383.404938 + Penalty 2778.828340 = -496604.576598
  nChanged 47
		SP:Iteration 21Q (27088.620000 sec): 3 clusters
  Score: Raw -499407.519466 + Penalty 2778.828340 = -496628.691126
  nChanged 22
		SP:Iteration 22Q (27088.830000 sec): 3 clusters
  Score: Raw -499417.224990 + Penalty 2778.828340 = -496638.396650
  nChanged 21
		SP:Iteration 23Q (27089.080000 sec): 3 clusters
  Score: Raw -499426.163485 + Penalty 2778.828340 = -496647.335145
  nChanged 19
		SP:Iteration 24Q (27089.270000 sec): 3 clusters
  Score: Raw -499440.131127 + Penalty 2778.828340 = -496661.302787
  nChanged 26
		SP:Iteration 25Q (27089.470000 sec): 3 clusters
  Score: Raw -499456.732394 + Penalty 2778.828340 = -496677.904055
  nChanged 26
		SP:Iteration 26Q (27089.640000 sec): 3 clusters
  Score: Raw -499468.028146 + Penalty 2778.828340 = -496689.199806
  nChanged 19
		SP:Iteration 27Q (27089.820000 sec): 3 clusters
  Score: Raw -499478.654496 + Penalty 2778.828340 = -496699.826156
  nChanged 17
		SP:Iteration 28Q (27089.970000 sec): 3 clusters
  Score: Raw -499483.545701 + Penalty 2778.828340 = -496704.717361
  nChanged 6
		SP:Iteration 29Q (27090.160000 sec): 3 clusters
  Score: Raw -499485.116980 + Penalty 2778.828340 = -496706.288641
  nChanged 7
		SP:Iteration 30Q (27090.360000 sec): 3 clusters
  Score: Raw -499489.516371 + Penalty 2778.828340 = -496710.688032
  nChanged 13
		SP:Iteration 31Q (27090.540000 sec): 3 clusters
  Score: Raw -499495.985575 + Penalty 2778.828340 = -496717.157236
  nChanged 12
		SP:Iteration 32Q (27090.710000 sec): 3 clusters
  Score: Raw -499500.328999 + Penalty 2778.828340 = -496721.500660
  nChanged 8
		SP:Iteration 33Q (27090.910000 sec): 3 clusters
  Score: Raw -499505.350234 + Penalty 2778.828340 = -496726.521894
  nChanged 12
		SP:Iteration 34Q (27091.120000 sec): 3 clusters
  Score: Raw -499513.656758 + Penalty 2778.828340 = -496734.828418
  nChanged 17
		SP:Iteration 35Q (27091.310000 sec): 3 clusters
  Score: Raw -499522.403940 + Penalty 2778.828340 = -496743.575601
  nChanged 13
		SP:Iteration 36Q (27091.500000 sec): 3 clusters
  Score: Raw -499530.540911 + Penalty 2778.828340 = -496751.712571
  nChanged 16
		SP:Iteration 37Q (27091.680000 sec): 3 clusters
  Score: Raw -499541.339803 + Penalty 2778.828340 = -496762.511463
  nChanged 17
		SP:Iteration 38Q (27091.850000 sec): 3 clusters
  Score: Raw -499550.730166 + Penalty 2778.828340 = -496771.901826
  nChanged 10
		SP:Iteration 39Q (27092.050000 sec): 3 clusters
  Score: Raw -499555.956673 + Penalty 2778.828340 = -496777.128333
  nChanged 9
		SP:Iteration 40F (27092.240000 sec): 3 clusters
  Score: Raw -499561.602504 + Penalty 2778.828340 = -496782.774164
  nChanged 7
		SP:Iteration 41Q (27092.520000 sec): 3 clusters
  Score: Raw -499563.723876 + Penalty 2778.828340 = -496784.895536
  nChanged 4
		SP:Iteration 42Q (27092.690000 sec): 3 clusters
  Score: Raw -499565.822140 + Penalty 2778.828340 = -496786.993800
  nChanged 6
		SP:Iteration 43Q (27092.880000 sec): 3 clusters
  Score: Raw -499567.697239 + Penalty 2778.828340 = -496788.868899
  nChanged 2
		SP:Iteration 44Q (27093.120000 sec): 3 clusters
  Score: Raw -499568.146743 + Penalty 2778.828340 = -496789.318403
  nChanged 2
		SP:Iteration 45Q (27093.320000 sec): 3 clusters
  Score: Raw -499568.604130 + Penalty 2778.828340 = -496789.775790
  nChanged 3
		SP:Iteration 46Q (27093.530000 sec): 3 clusters
  Score: Raw -499569.976592 + Penalty 2778.828340 = -496791.148252
  nChanged 5
		SP:Iteration 47Q (27093.760000 sec): 3 clusters
  Score: Raw -499572.354174 + Penalty 2778.828340 = -496793.525835
  nChanged 3
		SP:Iteration 48Q (27093.900000 sec): 3 clusters
  Score: Raw -499573.350483 + Penalty 2778.828340 = -496794.522143
  nChanged 3
		SP:Iteration 49Q (27094.120000 sec): 3 clusters
  Score: Raw -499575.470482 + Penalty 2778.828340 = -496796.642142
  nChanged 3
		SP:Iteration 50Q (27094.360000 sec): 3 clusters
  Score: Raw -499579.194423 + Penalty 2778.828340 = -496800.366083
  nChanged 6
		SP:Iteration 51Q (27094.580000 sec): 3 clusters
  Score: Raw -499582.060262 + Penalty 2778.828340 = -496803.231922
  nChanged 6
		SP:Iteration 52Q (27094.790000 sec): 3 clusters
  Score: Raw -499584.735207 + Penalty 2778.828340 = -496805.906867
  nChanged 5
		SP:Iteration 53Q (27095.000000 sec): 3 clusters
  Score: Raw -499587.406396 + Penalty 2778.828340 = -496808.578056
  nChanged 0
		SP:Iteration 54F (27095.200000 sec): 3 clusters
  Score: Raw -499587.406396 + Penalty 2778.828340 = -496808.578056
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 40 (3163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27095.300000 sec): 2 clusters
  Score: Raw -299567.677336 + Penalty 1309.632386 = -298258.044949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27095.530000 sec): 3 clusters
  Score: Raw -298055.066331 + Penalty 2619.264773 = -295435.801559
  nChanged 1170
		SP:Iteration 1F (27095.690000 sec): 3 clusters
  Score: Raw -298769.275575 + Penalty 2619.264773 = -296150.010803
  nChanged 245
		SP:Iteration 2F (27095.840000 sec): 3 clusters
  Score: Raw -298950.475163 + Penalty 2619.264773 = -296331.210390
  nChanged 190
		SP:Iteration 3F (27096.030000 sec): 3 clusters
  Score: Raw -299090.337970 + Penalty 2619.264773 = -296471.073197
  nChanged 159
		SP:Iteration 4F (27096.170000 sec): 3 clusters
  Score: Raw -299225.492021 + Penalty 2619.264773 = -296606.227248
  nChanged 152
		SP:Iteration 5Q (27096.370000 sec): 3 clusters
  Score: Raw -299356.904930 + Penalty 2619.264773 = -296737.640157
  nChanged 139
		SP:Iteration 6Q (27096.560000 sec): 3 clusters
  Score: Raw -299470.448488 + Penalty 2619.264773 = -296851.183715
  nChanged 119
		SP:Iteration 7Q (27096.760000 sec): 3 clusters
  Score: Raw -299577.111282 + Penalty 2619.264773 = -296957.846509
  nChanged 105
		SP:Iteration 8Q (27096.940000 sec): 3 clusters
  Score: Raw -299662.776670 + Penalty 2619.264773 = -297043.511898
  nChanged 113
		SP:Iteration 9Q (27097.150000 sec): 3 clusters
  Score: Raw -299736.059598 + Penalty 2619.264773 = -297116.794825
  nChanged 75
		SP:Iteration 10Q (27097.340000 sec): 3 clusters
  Score: Raw -299788.176008 + Penalty 2619.264773 = -297168.911236
  nChanged 64
		SP:Iteration 11Q (27097.520000 sec): 3 clusters
  Score: Raw -299833.047992 + Penalty 2619.264773 = -297213.783219
  nChanged 53
		SP:Iteration 12Q (27097.690000 sec): 3 clusters
  Score: Raw -299867.579985 + Penalty 2619.264773 = -297248.315212
  nChanged 47
		SP:Iteration 13Q (27097.880000 sec): 3 clusters
  Score: Raw -299903.840561 + Penalty 2619.264773 = -297284.575789
  nChanged 48
		SP:Iteration 14Q (27098.060000 sec): 3 clusters
  Score: Raw -299929.407337 + Penalty 2619.264773 = -297310.142564
  nChanged 37
		SP:Iteration 15Q (27098.230000 sec): 3 clusters
  Score: Raw -299954.540253 + Penalty 2619.264773 = -297335.275481
  nChanged 40
		SP:Iteration 16Q (27098.410000 sec): 3 clusters
  Score: Raw -299978.011861 + Penalty 2619.264773 = -297358.747088
  nChanged 42
		SP:Iteration 17Q (27098.600000 sec): 3 clusters
  Score: Raw -300003.434104 + Penalty 2619.264773 = -297384.169332
  nChanged 34
		SP:Iteration 18Q (27098.780000 sec): 3 clusters
  Score: Raw -300026.465105 + Penalty 2619.264773 = -297407.200332
  nChanged 38
		SP:Iteration 19Q (27098.960000 sec): 3 clusters
  Score: Raw -300053.136781 + Penalty 2619.264773 = -297433.872009
  nChanged 35
		SP:Iteration 20F (27099.120000 sec): 3 clusters
  Score: Raw -300071.394312 + Penalty 2619.264773 = -297452.129540
  nChanged 21
		SP:Iteration 21Q (27099.310000 sec): 3 clusters
  Score: Raw -300080.047301 + Penalty 2619.264773 = -297460.782528
  nChanged 12
		SP:Iteration 22Q (27099.470000 sec): 3 clusters
  Score: Raw -300085.223283 + Penalty 2619.264773 = -297465.958511
  nChanged 17
		SP:Iteration 23Q (27099.650000 sec): 3 clusters
  Score: Raw -300091.330411 + Penalty 2619.264773 = -297472.065639
  nChanged 14
		SP:Iteration 24Q (27099.840000 sec): 3 clusters
  Score: Raw -300096.408617 + Penalty 2619.264773 = -297477.143844
  nChanged 10
		SP:Iteration 25Q (27100.010000 sec): 3 clusters
  Score: Raw -300101.568014 + Penalty 2619.264773 = -297482.303241
  nChanged 14
		SP:Iteration 26Q (27100.160000 sec): 3 clusters
  Score: Raw -300108.319247 + Penalty 2619.264773 = -297489.054475
  nChanged 12
		SP:Iteration 27Q (27100.330000 sec): 3 clusters
  Score: Raw -300113.315307 + Penalty 2619.264773 = -297494.050534
  nChanged 13
		SP:Iteration 28Q (27100.580000 sec): 3 clusters
  Score: Raw -300118.485851 + Penalty 2619.264773 = -297499.221078
  nChanged 13
		SP:Iteration 29Q (27100.760000 sec): 3 clusters
  Score: Raw -300122.175388 + Penalty 2619.264773 = -297502.910615
  nChanged 15
		SP:Iteration 30Q (27100.920000 sec): 3 clusters
  Score: Raw -300128.492558 + Penalty 2619.264773 = -297509.227785
  nChanged 9
		SP:Iteration 31Q (27101.140000 sec): 3 clusters
  Score: Raw -300133.172291 + Penalty 2619.264773 = -297513.907519
  nChanged 15
		SP:Iteration 32Q (27101.380000 sec): 3 clusters
  Score: Raw -300140.458347 + Penalty 2619.264773 = -297521.193575
  nChanged 12
		SP:Iteration 33Q (27101.580000 sec): 3 clusters
  Score: Raw -300147.541995 + Penalty 2619.264773 = -297528.277222
  nChanged 18
		SP:Iteration 34Q (27101.800000 sec): 3 clusters
  Score: Raw -300156.330171 + Penalty 2619.264773 = -297537.065399
  nChanged 14
		SP:Iteration 35Q (27102.000000 sec): 3 clusters
  Score: Raw -300160.922240 + Penalty 2619.264773 = -297541.657468
  nChanged 12
		SP:Iteration 36Q (27102.220000 sec): 3 clusters
  Score: Raw -300164.332063 + Penalty 2619.264773 = -297545.067291
  nChanged 11
		SP:Iteration 37Q (27102.430000 sec): 3 clusters
  Score: Raw -300168.534898 + Penalty 2619.264773 = -297549.270126
  nChanged 6
		SP:Iteration 38Q (27102.610000 sec): 3 clusters
  Score: Raw -300171.337223 + Penalty 2619.264773 = -297552.072451
  nChanged 6
		SP:Iteration 39Q (27102.760000 sec): 3 clusters
  Score: Raw -300173.898833 + Penalty 2619.264773 = -297554.634060
  nChanged 6
		SP:Iteration 40F (27102.940000 sec): 3 clusters
  Score: Raw -300175.841004 + Penalty 2619.264773 = -297556.576232
  nChanged 6
		SP:Iteration 41Q (27103.130000 sec): 3 clusters
  Score: Raw -300177.805615 + Penalty 2619.264773 = -297558.540842
  nChanged 6
		SP:Iteration 42Q (27103.310000 sec): 3 clusters
  Score: Raw -300179.624108 + Penalty 2619.264773 = -297560.359335
  nChanged 6
		SP:Iteration 43Q (27103.470000 sec): 3 clusters
  Score: Raw -300181.831713 + Penalty 2619.264773 = -297562.566941
  nChanged 3
		SP:Iteration 44Q (27103.630000 sec): 3 clusters
  Score: Raw -300184.389724 + Penalty 2619.264773 = -297565.124952
  nChanged 6
		SP:Iteration 45Q (27103.800000 sec): 3 clusters
  Score: Raw -300186.190442 + Penalty 2619.264773 = -297566.925670
  nChanged 5
		SP:Iteration 46Q (27103.970000 sec): 3 clusters
  Score: Raw -300187.622287 + Penalty 2619.264773 = -297568.357514
  nChanged 3
		SP:Iteration 47Q (27104.140000 sec): 3 clusters
  Score: Raw -300189.281630 + Penalty 2619.264773 = -297570.016858
  nChanged 3
		SP:Iteration 48Q (27104.290000 sec): 3 clusters
  Score: Raw -300190.303897 + Penalty 2619.264773 = -297571.039124
  nChanged 1
		SP:Iteration 49Q (27104.450000 sec): 3 clusters
  Score: Raw -300190.391727 + Penalty 2619.264773 = -297571.126955
  nChanged 1
		SP:Iteration 50Q (27104.660000 sec): 3 clusters
  Score: Raw -300190.446918 + Penalty 2619.264773 = -297571.182145
  nChanged 1
		SP:Iteration 51Q (27104.810000 sec): 3 clusters
  Score: Raw -300190.562531 + Penalty 2619.264773 = -297571.297758
  nChanged 1
		SP:Iteration 52Q (27104.960000 sec): 3 clusters
  Score: Raw -300190.950067 + Penalty 2619.264773 = -297571.685295
  nChanged 1
		SP:Iteration 53Q (27105.140000 sec): 3 clusters
  Score: Raw -300191.478223 + Penalty 2619.264773 = -297572.213450
  nChanged 0
		SP:Iteration 54F (27105.320000 sec): 3 clusters
  Score: Raw -300191.478223 + Penalty 2619.264773 = -297572.213450
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 41 (7534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27105.480000 sec): 2 clusters
  Score: Raw -745405.086259 + Penalty 1450.666976 = -743954.419284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27105.650000 sec): 3 clusters
  Score: Raw -741298.391733 + Penalty 2901.333951 = -738397.057782
  nChanged 3191
		SP:Iteration 1F (27105.840000 sec): 3 clusters
  Score: Raw -743091.069769 + Penalty 2901.333951 = -740189.735818
  nChanged 504
		SP:Iteration 2F (27106.070000 sec): 3 clusters
  Score: Raw -743324.056588 + Penalty 2901.333951 = -740422.722636
  nChanged 374
		SP:Iteration 3Q (27106.280000 sec): 3 clusters
  Score: Raw -743506.039606 + Penalty 2901.333951 = -740604.705655
  nChanged 328
		SP:Iteration 4Q (27106.490000 sec): 3 clusters
  Score: Raw -743637.206214 + Penalty 2901.333951 = -740735.872263
  nChanged 246
		SP:Iteration 5Q (27106.700000 sec): 3 clusters
  Score: Raw -743723.484339 + Penalty 2901.333951 = -740822.150387
  nChanged 198
		SP:Iteration 6Q (27106.930000 sec): 3 clusters
  Score: Raw -743800.036219 + Penalty 2901.333951 = -740898.702268
  nChanged 193
		SP:Iteration 7Q (27107.170000 sec): 3 clusters
  Score: Raw -743874.601407 + Penalty 2901.333951 = -740973.267456
  nChanged 180
		SP:Iteration 8Q (27107.400000 sec): 3 clusters
  Score: Raw -743948.438166 + Penalty 2901.333951 = -741047.104215
  nChanged 191
		SP:Iteration 9Q (27107.640000 sec): 3 clusters
  Score: Raw -744032.206509 + Penalty 2901.333951 = -741130.872558
  nChanged 220
		SP:Iteration 10Q (27107.870000 sec): 3 clusters
  Score: Raw -744143.246975 + Penalty 2901.333951 = -741241.913024
  nChanged 217
		SP:Iteration 11Q (27108.150000 sec): 3 clusters
  Score: Raw -744262.224165 + Penalty 2901.333951 = -741360.890214
  nChanged 212
		SP:Iteration 12Q (27108.430000 sec): 3 clusters
  Score: Raw -744384.796143 + Penalty 2901.333951 = -741483.462192
  nChanged 223
		SP:Iteration 13Q (27108.620000 sec): 3 clusters
  Score: Raw -744531.742360 + Penalty 2901.333951 = -741630.408409
  nChanged 207
		SP:Iteration 14Q (27108.810000 sec): 3 clusters
  Score: Raw -744685.868174 + Penalty 2901.333951 = -741784.534222
  nChanged 205
		SP:Iteration 15Q (27109.030000 sec): 3 clusters
  Score: Raw -744861.622551 + Penalty 2901.333951 = -741960.288600
  nChanged 181
		SP:Iteration 16Q (27109.260000 sec): 3 clusters
  Score: Raw -744997.473239 + Penalty 2901.333951 = -742096.139288
  nChanged 165
		SP:Iteration 17Q (27109.600000 sec): 3 clusters
  Score: Raw -745129.109413 + Penalty 2901.333951 = -742227.775461
  nChanged 145
		SP:Iteration 18Q (27109.810000 sec): 3 clusters
  Score: Raw -745251.804112 + Penalty 2901.333951 = -742350.470161
  nChanged 112
		SP:Iteration 19Q (27110.050000 sec): 3 clusters
  Score: Raw -745329.348823 + Penalty 2901.333951 = -742428.014872
  nChanged 94
		SP:Iteration 20F (27110.260000 sec): 3 clusters
  Score: Raw -745388.741982 + Penalty 2901.333951 = -742487.408031
  nChanged 73
		SP:Iteration 21Q (27110.430000 sec): 3 clusters
  Score: Raw -745432.446814 + Penalty 2901.333951 = -742531.112863
  nChanged 69
		SP:Iteration 22Q (27110.630000 sec): 3 clusters
  Score: Raw -745473.922171 + Penalty 2901.333951 = -742572.588219
  nChanged 66
		SP:Iteration 23Q (27110.790000 sec): 3 clusters
  Score: Raw -745509.560434 + Penalty 2901.333951 = -742608.226483
  nChanged 62
		SP:Iteration 24Q (27110.970000 sec): 3 clusters
  Score: Raw -745552.393968 + Penalty 2901.333951 = -742651.060017
  nChanged 66
		SP:Iteration 25Q (27111.130000 sec): 3 clusters
  Score: Raw -745602.021756 + Penalty 2901.333951 = -742700.687805
  nChanged 57
		SP:Iteration 26Q (27111.360000 sec): 3 clusters
  Score: Raw -745640.679057 + Penalty 2901.333951 = -742739.345105
  nChanged 46
		SP:Iteration 27Q (27111.550000 sec): 3 clusters
  Score: Raw -745670.871441 + Penalty 2901.333951 = -742769.537490
  nChanged 37
		SP:Iteration 28Q (27111.700000 sec): 3 clusters
  Score: Raw -745692.701200 + Penalty 2901.333951 = -742791.367249
  nChanged 24
		SP:Iteration 29Q (27111.910000 sec): 3 clusters
  Score: Raw -745708.697283 + Penalty 2901.333951 = -742807.363332
  nChanged 18
		SP:Iteration 30Q (27112.100000 sec): 3 clusters
  Score: Raw -745721.374691 + Penalty 2901.333951 = -742820.040739
  nChanged 20
		SP:Iteration 31Q (27112.290000 sec): 3 clusters
  Score: Raw -745732.407206 + Penalty 2901.333951 = -742831.073255
  nChanged 25
		SP:Iteration 32Q (27112.500000 sec): 3 clusters
  Score: Raw -745755.091796 + Penalty 2901.333951 = -742853.757844
  nChanged 32
		SP:Iteration 33Q (27112.680000 sec): 3 clusters
  Score: Raw -745776.928128 + Penalty 2901.333951 = -742875.594177
  nChanged 22
		SP:Iteration 34Q (27112.840000 sec): 3 clusters
  Score: Raw -745800.852925 + Penalty 2901.333951 = -742899.518974
  nChanged 37
		SP:Iteration 35Q (27113.030000 sec): 3 clusters
  Score: Raw -745854.325893 + Penalty 2901.333951 = -742952.991942
  nChanged 37
		SP:Iteration 36Q (27113.230000 sec): 3 clusters
  Score: Raw -745901.841720 + Penalty 2901.333951 = -743000.507769
  nChanged 36
		SP:Iteration 37Q (27113.430000 sec): 3 clusters
  Score: Raw -745934.424120 + Penalty 2901.333951 = -743033.090169
  nChanged 23
		SP:Iteration 38Q (27113.590000 sec): 3 clusters
  Score: Raw -745952.907177 + Penalty 2901.333951 = -743051.573226
  nChanged 15
		SP:Iteration 39Q (27113.780000 sec): 3 clusters
  Score: Raw -745961.760308 + Penalty 2901.333951 = -743060.426357
  nChanged 12
		SP:Iteration 40F (27114.010000 sec): 3 clusters
  Score: Raw -745967.575218 + Penalty 2901.333951 = -743066.241267
  nChanged 5
		SP:Iteration 41Q (27114.170000 sec): 3 clusters
  Score: Raw -745969.638593 + Penalty 2901.333951 = -743068.304642
  nChanged 5
		SP:Iteration 42Q (27114.420000 sec): 3 clusters
  Score: Raw -745971.451088 + Penalty 2901.333951 = -743070.117137
  nChanged 1
		SP:Iteration 43Q (27114.530000 sec): 3 clusters
  Score: Raw -745971.633255 + Penalty 2901.333951 = -743070.299304
  nChanged 2
		SP:Iteration 44Q (27114.760000 sec): 3 clusters
  Score: Raw -745972.140776 + Penalty 2901.333951 = -743070.806825
  nChanged 0
		SP:Iteration 45F (27114.960000 sec): 3 clusters
  Score: Raw -745972.140776 + Penalty 2901.333951 = -743070.806825
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 42 (1139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27115.040000 sec): 2 clusters
  Score: Raw -100077.984703 + Penalty 1143.659719 = -98934.324984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27115.240000 sec): 3 clusters
  Score: Raw -99755.580755 + Penalty 2287.319438 = -97468.261317
  nChanged 344
		SP:Iteration 1F (27115.400000 sec): 3 clusters
  Score: Raw -100123.583386 + Penalty 2287.319438 = -97836.263948
  nChanged 112
		SP:Iteration 2F (27115.540000 sec): 3 clusters
  Score: Raw -100269.465671 + Penalty 2287.319438 = -97982.146232
  nChanged 58
		SP:Iteration 3F (27115.720000 sec): 3 clusters
  Score: Raw -100340.766695 + Penalty 2287.319438 = -98053.447257
  nChanged 39
		SP:Iteration 4Q (27115.900000 sec): 3 clusters
  Score: Raw -100380.192823 + Penalty 2287.319438 = -98092.873385
  nChanged 17
		SP:Iteration 5Q (27116.020000 sec): 3 clusters
  Score: Raw -100396.105364 + Penalty 2287.319438 = -98108.785926
  nChanged 10
		SP:Iteration 6Q (27116.180000 sec): 3 clusters
  Score: Raw -100405.485024 + Penalty 2287.319438 = -98118.165585
  nChanged 8
		SP:Iteration 7Q (27116.340000 sec): 3 clusters
  Score: Raw -100411.952313 + Penalty 2287.319438 = -98124.632875
  nChanged 6
		SP:Iteration 8Q (27116.510000 sec): 3 clusters
  Score: Raw -100415.810175 + Penalty 2287.319438 = -98128.490737
  nChanged 3
		SP:Iteration 9Q (27116.690000 sec): 3 clusters
  Score: Raw -100426.125025 + Penalty 2287.319438 = -98138.805587
  nChanged 4
		SP:Iteration 10Q (27116.840000 sec): 3 clusters
  Score: Raw -100428.900304 + Penalty 2287.319438 = -98141.580866
  nChanged 3
		SP:Iteration 11Q (27117.000000 sec): 3 clusters
  Score: Raw -100436.805860 + Penalty 2287.319438 = -98149.486422
  nChanged 7
		SP:Iteration 12Q (27117.210000 sec): 3 clusters
  Score: Raw -100440.316018 + Penalty 2287.319438 = -98152.996580
  nChanged 2
		SP:Iteration 13Q (27117.400000 sec): 3 clusters
  Score: Raw -100441.115254 + Penalty 2287.319438 = -98153.795816
  nChanged 2
		SP:Iteration 14Q (27117.610000 sec): 3 clusters
  Score: Raw -100442.102804 + Penalty 2287.319438 = -98154.783366
  nChanged 1
		SP:Iteration 15Q (27117.810000 sec): 3 clusters
  Score: Raw -100442.357800 + Penalty 2287.319438 = -98155.038362
  nChanged 0
		SP:Iteration 16F (27118.000000 sec): 3 clusters
  Score: Raw -100442.357800 + Penalty 2287.319438 = -98155.038362
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 43 (4903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27118.120000 sec): 2 clusters
  Score: Raw -466190.404217 + Penalty 1380.860413 = -464809.543804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27118.350000 sec): 3 clusters
  Score: Raw -463673.634993 + Penalty 2761.720826 = -460911.914167
  nChanged 2008
		SP:Iteration 1F (27118.520000 sec): 3 clusters
  Score: Raw -464770.157905 + Penalty 2761.720826 = -462008.437079
  nChanged 376
		SP:Iteration 2F (27118.730000 sec): 3 clusters
  Score: Raw -465004.169634 + Penalty 2761.720826 = -462242.448808
  nChanged 323
		SP:Iteration 3F (27118.950000 sec): 3 clusters
  Score: Raw -465221.742580 + Penalty 2761.720826 = -462460.021754
  nChanged 290
		SP:Iteration 4F (27119.190000 sec): 3 clusters
  Score: Raw -465418.090915 + Penalty 2761.720826 = -462656.370089
  nChanged 246
		SP:Iteration 5F (27119.420000 sec): 3 clusters
  Score: Raw -465580.580211 + Penalty 2761.720826 = -462818.859385
  nChanged 182
		SP:Iteration 6Q (27119.570000 sec): 3 clusters
  Score: Raw -465687.613750 + Penalty 2761.720826 = -462925.892924
  nChanged 160
		SP:Iteration 7Q (27119.770000 sec): 3 clusters
  Score: Raw -465793.322232 + Penalty 2761.720826 = -463031.601406
  nChanged 156
		SP:Iteration 8Q (27119.990000 sec): 3 clusters
  Score: Raw -465901.305142 + Penalty 2761.720826 = -463139.584315
  nChanged 147
		SP:Iteration 9Q (27120.210000 sec): 3 clusters
  Score: Raw -466000.939766 + Penalty 2761.720826 = -463239.218940
  nChanged 135
		SP:Iteration 10Q (27120.370000 sec): 3 clusters
  Score: Raw -466104.232433 + Penalty 2761.720826 = -463342.511607
  nChanged 137
		SP:Iteration 11Q (27120.580000 sec): 3 clusters
  Score: Raw -466221.751385 + Penalty 2761.720826 = -463460.030559
  nChanged 128
		SP:Iteration 12Q (27120.780000 sec): 3 clusters
  Score: Raw -466324.071699 + Penalty 2761.720826 = -463562.350873
  nChanged 103
		SP:Iteration 13Q (27120.990000 sec): 3 clusters
  Score: Raw -466389.225561 + Penalty 2761.720826 = -463627.504735
  nChanged 80
		SP:Iteration 14Q (27121.240000 sec): 3 clusters
  Score: Raw -466434.138318 + Penalty 2761.720826 = -463672.417492
  nChanged 79
		SP:Iteration 15Q (27121.430000 sec): 3 clusters
  Score: Raw -466473.805400 + Penalty 2761.720826 = -463712.084574
  nChanged 59
		SP:Iteration 16Q (27121.640000 sec): 3 clusters
  Score: Raw -466494.193393 + Penalty 2761.720826 = -463732.472567
  nChanged 38
		SP:Iteration 17Q (27121.840000 sec): 3 clusters
  Score: Raw -466507.601798 + Penalty 2761.720826 = -463745.880972
  nChanged 36
		SP:Iteration 18Q (27122.070000 sec): 3 clusters
  Score: Raw -466522.372466 + Penalty 2761.720826 = -463760.651640
  nChanged 29
		SP:Iteration 19Q (27122.290000 sec): 3 clusters
  Score: Raw -466531.994507 + Penalty 2761.720826 = -463770.273681
  nChanged 27
		SP:Iteration 20F (27122.500000 sec): 3 clusters
  Score: Raw -466539.938158 + Penalty 2761.720826 = -463778.217332
  nChanged 19
		SP:Iteration 21Q (27122.690000 sec): 3 clusters
  Score: Raw -466544.625124 + Penalty 2761.720826 = -463782.904298
  nChanged 18
		SP:Iteration 22Q (27122.910000 sec): 3 clusters
  Score: Raw -466551.990580 + Penalty 2761.720826 = -463790.269754
  nChanged 23
		SP:Iteration 23Q (27123.140000 sec): 3 clusters
  Score: Raw -466560.901540 + Penalty 2761.720826 = -463799.180714
  nChanged 19
		SP:Iteration 24Q (27123.350000 sec): 3 clusters
  Score: Raw -466568.790648 + Penalty 2761.720826 = -463807.069822
  nChanged 23
		SP:Iteration 25Q (27123.540000 sec): 3 clusters
  Score: Raw -466581.905652 + Penalty 2761.720826 = -463820.184826
  nChanged 18
		SP:Iteration 26Q (27123.780000 sec): 3 clusters
  Score: Raw -466589.400113 + Penalty 2761.720826 = -463827.679287
  nChanged 16
		SP:Iteration 27Q (27123.970000 sec): 3 clusters
  Score: Raw -466593.799719 + Penalty 2761.720826 = -463832.078893
  nChanged 13
		SP:Iteration 28Q (27124.130000 sec): 3 clusters
  Score: Raw -466597.214962 + Penalty 2761.720826 = -463835.494136
  nChanged 8
		SP:Iteration 29Q (27124.350000 sec): 3 clusters
  Score: Raw -466598.974336 + Penalty 2761.720826 = -463837.253510
  nChanged 5
		SP:Iteration 30Q (27124.550000 sec): 3 clusters
  Score: Raw -466600.272081 + Penalty 2761.720826 = -463838.551255
  nChanged 4
		SP:Iteration 31Q (27124.790000 sec): 3 clusters
  Score: Raw -466601.144482 + Penalty 2761.720826 = -463839.423656
  nChanged 2
		SP:Iteration 32Q (27125.050000 sec): 3 clusters
  Score: Raw -466602.038784 + Penalty 2761.720826 = -463840.317958
  nChanged 4
		SP:Iteration 33Q (27125.240000 sec): 3 clusters
  Score: Raw -466603.167469 + Penalty 2761.720826 = -463841.446643
  nChanged 4
		SP:Iteration 34Q (27125.450000 sec): 3 clusters
  Score: Raw -466604.414213 + Penalty 2761.720826 = -463842.693387
  nChanged 1
		SP:Iteration 35Q (27125.680000 sec): 3 clusters
  Score: Raw -466604.503552 + Penalty 2761.720826 = -463842.782726
  nChanged 2
		SP:Iteration 36Q (27125.880000 sec): 3 clusters
  Score: Raw -466604.866413 + Penalty 2761.720826 = -463843.145587
  nChanged 1
		SP:Iteration 37Q (27126.090000 sec): 3 clusters
  Score: Raw -466605.053509 + Penalty 2761.720826 = -463843.332683
  nChanged 0
		SP:Iteration 38F (27126.230000 sec): 3 clusters
  Score: Raw -466605.053509 + Penalty 2761.720826 = -463843.332683
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 44 (11303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27126.400000 sec): 2 clusters
  Score: Raw -1098944.931029 + Penalty 1516.583812 = -1097428.347217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27126.670000 sec): 3 clusters
  Score: Raw -1092441.081406 + Penalty 3033.167623 = -1089407.913783
  nChanged 4975
		SP:Iteration 1F (27126.970000 sec): 3 clusters
  Score: Raw -1095289.672727 + Penalty 3033.167623 = -1092256.505104
  nChanged 749
		SP:Iteration 2F (27127.220000 sec): 3 clusters
  Score: Raw -1095629.418167 + Penalty 3033.167623 = -1092596.250544
  nChanged 636
		SP:Iteration 3F (27127.490000 sec): 3 clusters
  Score: Raw -1095918.707667 + Penalty 3033.167623 = -1092885.540043
  nChanged 579
		SP:Iteration 4F (27127.710000 sec): 3 clusters
  Score: Raw -1096205.030216 + Penalty 3033.167623 = -1093171.862593
  nChanged 554
		SP:Iteration 5Q (27127.950000 sec): 3 clusters
  Score: Raw -1096486.745468 + Penalty 3033.167623 = -1093453.577845
  nChanged 554
		SP:Iteration 6Q (27128.150000 sec): 3 clusters
  Score: Raw -1096843.194202 + Penalty 3033.167623 = -1093810.026579
  nChanged 610
		SP:Iteration 7F (27128.440000 sec): 3 clusters
  Score: Raw -1097261.535458 + Penalty 3033.167623 = -1094228.367835
  nChanged 593
		SP:Iteration 8F (27128.720000 sec): 3 clusters
  Score: Raw -1097686.850733 + Penalty 3033.167623 = -1094653.683110
  nChanged 549
		SP:Iteration 9Q (27128.910000 sec): 3 clusters
  Score: Raw -1098061.974523 + Penalty 3033.167623 = -1095028.806900
  nChanged 467
		SP:Iteration 10Q (27129.160000 sec): 3 clusters
  Score: Raw -1098386.695729 + Penalty 3033.167623 = -1095353.528106
  nChanged 449
		SP:Iteration 11Q (27129.390000 sec): 3 clusters
  Score: Raw -1098715.724288 + Penalty 3033.167623 = -1095682.556665
  nChanged 369
		SP:Iteration 12Q (27129.610000 sec): 3 clusters
  Score: Raw -1098944.751530 + Penalty 3033.167623 = -1095911.583907
  nChanged 307
		SP:Iteration 13Q (27129.830000 sec): 3 clusters
  Score: Raw -1099101.982934 + Penalty 3033.167623 = -1096068.815311
  nChanged 210
		SP:Iteration 14Q (27130.040000 sec): 3 clusters
  Score: Raw -1099193.609705 + Penalty 3033.167623 = -1096160.442082
  nChanged 162
		SP:Iteration 15Q (27130.270000 sec): 3 clusters
  Score: Raw -1099257.771936 + Penalty 3033.167623 = -1096224.604313
  nChanged 141
		SP:Iteration 16Q (27130.470000 sec): 3 clusters
  Score: Raw -1099299.089515 + Penalty 3033.167623 = -1096265.921892
  nChanged 96
		SP:Iteration 17Q (27130.710000 sec): 3 clusters
  Score: Raw -1099322.174781 + Penalty 3033.167623 = -1096289.007157
  nChanged 74
		SP:Iteration 18Q (27130.930000 sec): 3 clusters
  Score: Raw -1099342.421765 + Penalty 3033.167623 = -1096309.254142
  nChanged 61
		SP:Iteration 19Q (27131.190000 sec): 3 clusters
  Score: Raw -1099355.634445 + Penalty 3033.167623 = -1096322.466822
  nChanged 50
		SP:Iteration 20F (27131.420000 sec): 3 clusters
  Score: Raw -1099365.265358 + Penalty 3033.167623 = -1096332.097734
  nChanged 34
		SP:Iteration 21Q (27131.650000 sec): 3 clusters
  Score: Raw -1099370.535105 + Penalty 3033.167623 = -1096337.367482
  nChanged 37
		SP:Iteration 22Q (27131.890000 sec): 3 clusters
  Score: Raw -1099377.236382 + Penalty 3033.167623 = -1096344.068759
  nChanged 32
		SP:Iteration 23Q (27132.130000 sec): 3 clusters
  Score: Raw -1099383.372465 + Penalty 3033.167623 = -1096350.204842
  nChanged 31
		SP:Iteration 24Q (27132.340000 sec): 3 clusters
  Score: Raw -1099388.653702 + Penalty 3033.167623 = -1096355.486079
  nChanged 30
		SP:Iteration 25Q (27132.610000 sec): 3 clusters
  Score: Raw -1099394.699220 + Penalty 3033.167623 = -1096361.531597
  nChanged 28
		SP:Iteration 26Q (27132.860000 sec): 3 clusters
  Score: Raw -1099400.330155 + Penalty 3033.167623 = -1096367.162532
  nChanged 28
		SP:Iteration 27Q (27133.060000 sec): 3 clusters
  Score: Raw -1099404.858400 + Penalty 3033.167623 = -1096371.690777
  nChanged 18
		SP:Iteration 28Q (27133.330000 sec): 3 clusters
  Score: Raw -1099407.285493 + Penalty 3033.167623 = -1096374.117870
  nChanged 14
		SP:Iteration 29Q (27133.520000 sec): 3 clusters
  Score: Raw -1099408.759992 + Penalty 3033.167623 = -1096375.592369
  nChanged 13
		SP:Iteration 30Q (27133.760000 sec): 3 clusters
  Score: Raw -1099410.190048 + Penalty 3033.167623 = -1096377.022424
  nChanged 7
		SP:Iteration 31Q (27134.010000 sec): 3 clusters
  Score: Raw -1099410.950926 + Penalty 3033.167623 = -1096377.783303
  nChanged 5
		SP:Iteration 32Q (27134.250000 sec): 3 clusters
  Score: Raw -1099411.480760 + Penalty 3033.167623 = -1096378.313137
  nChanged 7
		SP:Iteration 33Q (27134.520000 sec): 3 clusters
  Score: Raw -1099412.053911 + Penalty 3033.167623 = -1096378.886288
  nChanged 9
		SP:Iteration 34Q (27134.750000 sec): 3 clusters
  Score: Raw -1099413.032839 + Penalty 3033.167623 = -1096379.865216
  nChanged 7
		SP:Iteration 35Q (27134.950000 sec): 3 clusters
  Score: Raw -1099414.098160 + Penalty 3033.167623 = -1096380.930536
  nChanged 11
		SP:Iteration 36Q (27135.160000 sec): 3 clusters
  Score: Raw -1099415.363667 + Penalty 3033.167623 = -1096382.196044
  nChanged 7
		SP:Iteration 37Q (27135.390000 sec): 3 clusters
  Score: Raw -1099416.225010 + Penalty 3033.167623 = -1096383.057387
  nChanged 6
		SP:Iteration 38Q (27135.650000 sec): 3 clusters
  Score: Raw -1099417.057952 + Penalty 3033.167623 = -1096383.890329
  nChanged 10
		SP:Iteration 39Q (27135.870000 sec): 3 clusters
  Score: Raw -1099418.864975 + Penalty 3033.167623 = -1096385.697352
  nChanged 9
		SP:Iteration 40F (27136.090000 sec): 3 clusters
  Score: Raw -1099420.645807 + Penalty 3033.167623 = -1096387.478183
  nChanged 7
		SP:Iteration 41Q (27136.330000 sec): 3 clusters
  Score: Raw -1099421.598502 + Penalty 3033.167623 = -1096388.430879
  nChanged 8
		SP:Iteration 42Q (27136.570000 sec): 3 clusters
  Score: Raw -1099423.395768 + Penalty 3033.167623 = -1096390.228144
  nChanged 12
		SP:Iteration 43Q (27136.810000 sec): 3 clusters
  Score: Raw -1099424.761000 + Penalty 3033.167623 = -1096391.593376
  nChanged 8
		SP:Iteration 44Q (27137.040000 sec): 3 clusters
  Score: Raw -1099425.884942 + Penalty 3033.167623 = -1096392.717318
  nChanged 9
		SP:Iteration 45Q (27137.280000 sec): 3 clusters
  Score: Raw -1099427.014565 + Penalty 3033.167623 = -1096393.846942
  nChanged 5
		SP:Iteration 46Q (27137.480000 sec): 3 clusters
  Score: Raw -1099427.726652 + Penalty 3033.167623 = -1096394.559029
  nChanged 7
		SP:Iteration 47Q (27137.710000 sec): 3 clusters
  Score: Raw -1099428.524436 + Penalty 3033.167623 = -1096395.356813
  nChanged 4
		SP:Iteration 48Q (27137.940000 sec): 3 clusters
  Score: Raw -1099428.930769 + Penalty 3033.167623 = -1096395.763146
  nChanged 1
		SP:Iteration 49Q (27138.180000 sec): 3 clusters
  Score: Raw -1099429.098825 + Penalty 3033.167623 = -1096395.931202
  nChanged 2
		SP:Iteration 50Q (27138.450000 sec): 3 clusters
  Score: Raw -1099429.276523 + Penalty 3033.167623 = -1096396.108900
  nChanged 1
		SP:Iteration 51Q (27138.680000 sec): 3 clusters
  Score: Raw -1099429.490141 + Penalty 3033.167623 = -1096396.322518
  nChanged 2
		SP:Iteration 52Q (27138.950000 sec): 3 clusters
  Score: Raw -1099429.696198 + Penalty 3033.167623 = -1096396.528574
  nChanged 3
		SP:Iteration 53Q (27139.260000 sec): 3 clusters
  Score: Raw -1099429.895611 + Penalty 3033.167623 = -1096396.727988
  nChanged 0
		SP:Iteration 54F (27139.510000 sec): 3 clusters
  Score: Raw -1099429.895611 + Penalty 3033.167623 = -1096396.727988
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 45 (7612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27139.690000 sec): 2 clusters
  Score: Raw -867159.292149 + Penalty 1452.340700 = -865706.951449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27139.900000 sec): 3 clusters
  Score: Raw -862887.683455 + Penalty 2904.681399 = -859983.002055
  nChanged 3204
		SP:Iteration 1F (27140.130000 sec): 3 clusters
  Score: Raw -864627.623343 + Penalty 2904.681399 = -861722.941943
  nChanged 449
		SP:Iteration 2F (27140.390000 sec): 3 clusters
  Score: Raw -864813.876081 + Penalty 2904.681399 = -861909.194681
  nChanged 352
		SP:Iteration 3Q (27140.600000 sec): 3 clusters
  Score: Raw -864947.991198 + Penalty 2904.681399 = -862043.309799
  nChanged 292
		SP:Iteration 4Q (27140.800000 sec): 3 clusters
  Score: Raw -865068.906183 + Penalty 2904.681399 = -862164.224784
  nChanged 265
		SP:Iteration 5Q (27140.990000 sec): 3 clusters
  Score: Raw -865176.454271 + Penalty 2904.681399 = -862271.772872
  nChanged 261
		SP:Iteration 6Q (27141.200000 sec): 3 clusters
  Score: Raw -865298.179473 + Penalty 2904.681399 = -862393.498074
  nChanged 261
		SP:Iteration 7Q (27141.410000 sec): 3 clusters
  Score: Raw -865423.697517 + Penalty 2904.681399 = -862519.016118
  nChanged 282
		SP:Iteration 8Q (27141.650000 sec): 3 clusters
  Score: Raw -865571.042030 + Penalty 2904.681399 = -862666.360631
  nChanged 269
		SP:Iteration 9Q (27141.890000 sec): 3 clusters
  Score: Raw -865724.353435 + Penalty 2904.681399 = -862819.672036
  nChanged 272
		SP:Iteration 10Q (27142.070000 sec): 3 clusters
  Score: Raw -865902.963332 + Penalty 2904.681399 = -862998.281933
  nChanged 276
		SP:Iteration 11Q (27142.220000 sec): 3 clusters
  Score: Raw -866102.137985 + Penalty 2904.681399 = -863197.456586
  nChanged 291
		SP:Iteration 12Q (27142.410000 sec): 3 clusters
  Score: Raw -866334.191809 + Penalty 2904.681399 = -863429.510410
  nChanged 248
		SP:Iteration 13Q (27142.650000 sec): 3 clusters
  Score: Raw -866537.376290 + Penalty 2904.681399 = -863632.694890
  nChanged 223
		SP:Iteration 14Q (27142.870000 sec): 3 clusters
  Score: Raw -866724.191068 + Penalty 2904.681399 = -863819.509669
  nChanged 170
		SP:Iteration 15Q (27143.070000 sec): 3 clusters
  Score: Raw -866864.633503 + Penalty 2904.681399 = -863959.952104
  nChanged 138
		SP:Iteration 16Q (27143.190000 sec): 3 clusters
  Score: Raw -866973.205687 + Penalty 2904.681399 = -864068.524288
  nChanged 91
		SP:Iteration 17Q (27143.360000 sec): 3 clusters
  Score: Raw -867042.767812 + Penalty 2904.681399 = -864138.086413
  nChanged 76
		SP:Iteration 18Q (27143.570000 sec): 3 clusters
  Score: Raw -867106.921271 + Penalty 2904.681399 = -864202.239872
  nChanged 66
		SP:Iteration 19Q (27143.770000 sec): 3 clusters
  Score: Raw -867168.450073 + Penalty 2904.681399 = -864263.768673
  nChanged 43
		SP:Iteration 20F (27144.020000 sec): 3 clusters
  Score: Raw -867205.121713 + Penalty 2904.681399 = -864300.440314
  nChanged 32
		SP:Iteration 21Q (27144.190000 sec): 3 clusters
  Score: Raw -867229.285305 + Penalty 2904.681399 = -864324.603906
  nChanged 17
		SP:Iteration 22Q (27144.400000 sec): 3 clusters
  Score: Raw -867247.170034 + Penalty 2904.681399 = -864342.488635
  nChanged 15
		SP:Iteration 23Q (27144.560000 sec): 3 clusters
  Score: Raw -867264.097692 + Penalty 2904.681399 = -864359.416293
  nChanged 16
		SP:Iteration 24Q (27144.730000 sec): 3 clusters
  Score: Raw -867280.113983 + Penalty 2904.681399 = -864375.432584
  nChanged 10
		SP:Iteration 25Q (27144.890000 sec): 3 clusters
  Score: Raw -867291.124805 + Penalty 2904.681399 = -864386.443406
  nChanged 9
		SP:Iteration 26Q (27145.050000 sec): 3 clusters
  Score: Raw -867304.805161 + Penalty 2904.681399 = -864400.123762
  nChanged 12
		SP:Iteration 27Q (27145.290000 sec): 3 clusters
  Score: Raw -867321.238045 + Penalty 2904.681399 = -864416.556645
  nChanged 12
		SP:Iteration 28Q (27145.480000 sec): 3 clusters
  Score: Raw -867334.312868 + Penalty 2904.681399 = -864429.631469
  nChanged 7
		SP:Iteration 29Q (27145.640000 sec): 3 clusters
  Score: Raw -867342.512803 + Penalty 2904.681399 = -864437.831403
  nChanged 7
		SP:Iteration 30Q (27145.800000 sec): 3 clusters
  Score: Raw -867348.979522 + Penalty 2904.681399 = -864444.298123
  nChanged 5
		SP:Iteration 31Q (27146.040000 sec): 3 clusters
  Score: Raw -867355.441061 + Penalty 2904.681399 = -864450.759662
  nChanged 1
		SP:Iteration 32Q (27146.210000 sec): 3 clusters
  Score: Raw -867356.153030 + Penalty 2904.681399 = -864451.471631
  nChanged 1
		SP:Iteration 33Q (27146.460000 sec): 3 clusters
  Score: Raw -867357.826860 + Penalty 2904.681399 = -864453.145461
  nChanged 3
		SP:Iteration 34Q (27146.630000 sec): 3 clusters
  Score: Raw -867360.343793 + Penalty 2904.681399 = -864455.662394
  nChanged 3
		SP:Iteration 35Q (27146.840000 sec): 3 clusters
  Score: Raw -867363.690300 + Penalty 2904.681399 = -864459.008901
  nChanged 1
		SP:Iteration 36Q (27147.050000 sec): 3 clusters
  Score: Raw -867364.625353 + Penalty 2904.681399 = -864459.943954
  nChanged 1
		SP:Iteration 37Q (27147.250000 sec): 3 clusters
  Score: Raw -867366.413909 + Penalty 2904.681399 = -864461.732510
  nChanged 0
		SP:Iteration 38F (27147.480000 sec): 3 clusters
  Score: Raw -867366.413909 + Penalty 2904.681399 = -864461.732510
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 46 (4659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27147.590000 sec): 2 clusters
  Score: Raw -478395.010349 + Penalty 1372.565368 = -477022.444981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27147.760000 sec): 3 clusters
  Score: Raw -476020.720882 + Penalty 2745.130736 = -473275.590146
  nChanged 1876
		SP:Iteration 1F (27147.980000 sec): 3 clusters
  Score: Raw -477064.615866 + Penalty 2745.130736 = -474319.485130
  nChanged 357
		SP:Iteration 2F (27148.180000 sec): 3 clusters
  Score: Raw -477272.073233 + Penalty 2745.130736 = -474526.942497
  nChanged 270
		SP:Iteration 3F (27148.400000 sec): 3 clusters
  Score: Raw -477445.949608 + Penalty 2745.130736 = -474700.818871
  nChanged 230
		SP:Iteration 4Q (27148.560000 sec): 3 clusters
  Score: Raw -477598.503987 + Penalty 2745.130736 = -474853.373251
  nChanged 208
		SP:Iteration 5Q (27148.740000 sec): 3 clusters
  Score: Raw -477736.160442 + Penalty 2745.130736 = -474991.029705
  nChanged 182
		SP:Iteration 6Q (27148.960000 sec): 3 clusters
  Score: Raw -477844.457940 + Penalty 2745.130736 = -475099.327204
  nChanged 151
		SP:Iteration 7Q (27149.120000 sec): 3 clusters
  Score: Raw -477942.145537 + Penalty 2745.130736 = -475197.014801
  nChanged 144
		SP:Iteration 8Q (27149.350000 sec): 3 clusters
  Score: Raw -478024.521810 + Penalty 2745.130736 = -475279.391074
  nChanged 120
		SP:Iteration 9Q (27149.520000 sec): 3 clusters
  Score: Raw -478089.320085 + Penalty 2745.130736 = -475344.189348
  nChanged 92
		SP:Iteration 10Q (27149.760000 sec): 3 clusters
  Score: Raw -478138.694068 + Penalty 2745.130736 = -475393.563332
  nChanged 91
		SP:Iteration 11Q (27149.920000 sec): 3 clusters
  Score: Raw -478185.460214 + Penalty 2745.130736 = -475440.329478
  nChanged 77
		SP:Iteration 12Q (27150.180000 sec): 3 clusters
  Score: Raw -478222.382331 + Penalty 2745.130736 = -475477.251594
  nChanged 65
		SP:Iteration 13Q (27150.420000 sec): 3 clusters
  Score: Raw -478256.033564 + Penalty 2745.130736 = -475510.902828
  nChanged 69
		SP:Iteration 14Q (27150.650000 sec): 3 clusters
  Score: Raw -478292.365873 + Penalty 2745.130736 = -475547.235136
  nChanged 60
		SP:Iteration 15Q (27150.830000 sec): 3 clusters
  Score: Raw -478323.514836 + Penalty 2745.130736 = -475578.384100
  nChanged 38
		SP:Iteration 16Q (27151.050000 sec): 3 clusters
  Score: Raw -478346.385304 + Penalty 2745.130736 = -475601.254567
  nChanged 42
		SP:Iteration 17Q (27151.240000 sec): 3 clusters
  Score: Raw -478371.451825 + Penalty 2745.130736 = -475626.321089
  nChanged 37
		SP:Iteration 18Q (27151.430000 sec): 3 clusters
  Score: Raw -478393.252091 + Penalty 2745.130736 = -475648.121355
  nChanged 32
		SP:Iteration 19Q (27151.650000 sec): 3 clusters
  Score: Raw -478411.241446 + Penalty 2745.130736 = -475666.110710
  nChanged 24
		SP:Iteration 20F (27151.840000 sec): 3 clusters
  Score: Raw -478425.004720 + Penalty 2745.130736 = -475679.873983
  nChanged 18
		SP:Iteration 21Q (27152.100000 sec): 3 clusters
  Score: Raw -478435.815825 + Penalty 2745.130736 = -475690.685089
  nChanged 19
		SP:Iteration 22Q (27152.300000 sec): 3 clusters
  Score: Raw -478446.556570 + Penalty 2745.130736 = -475701.425834
  nChanged 17
		SP:Iteration 23Q (27152.520000 sec): 3 clusters
  Score: Raw -478456.613070 + Penalty 2745.130736 = -475711.482334
  nChanged 16
		SP:Iteration 24Q (27152.710000 sec): 3 clusters
  Score: Raw -478465.395217 + Penalty 2745.130736 = -475720.264481
  nChanged 12
		SP:Iteration 25Q (27152.960000 sec): 3 clusters
  Score: Raw -478471.496166 + Penalty 2745.130736 = -475726.365429
  nChanged 16
		SP:Iteration 26Q (27153.160000 sec): 3 clusters
  Score: Raw -478481.891185 + Penalty 2745.130736 = -475736.760448
  nChanged 12
		SP:Iteration 27Q (27153.380000 sec): 3 clusters
  Score: Raw -478488.296701 + Penalty 2745.130736 = -475743.165965
  nChanged 11
		SP:Iteration 28Q (27153.550000 sec): 3 clusters
  Score: Raw -478493.834348 + Penalty 2745.130736 = -475748.703612
  nChanged 12
		SP:Iteration 29Q (27153.760000 sec): 3 clusters
  Score: Raw -478501.310221 + Penalty 2745.130736 = -475756.179485
  nChanged 16
		SP:Iteration 30Q (27153.970000 sec): 3 clusters
  Score: Raw -478511.556759 + Penalty 2745.130736 = -475766.426023
  nChanged 13
		SP:Iteration 31Q (27154.150000 sec): 3 clusters
  Score: Raw -478518.254683 + Penalty 2745.130736 = -475773.123947
  nChanged 9
		SP:Iteration 32Q (27154.370000 sec): 3 clusters
  Score: Raw -478522.090493 + Penalty 2745.130736 = -475776.959757
  nChanged 4
		SP:Iteration 33Q (27154.570000 sec): 3 clusters
  Score: Raw -478524.637418 + Penalty 2745.130736 = -475779.506682
  nChanged 10
		SP:Iteration 34Q (27154.790000 sec): 3 clusters
  Score: Raw -478532.685631 + Penalty 2745.130736 = -475787.554895
  nChanged 11
		SP:Iteration 35Q (27154.970000 sec): 3 clusters
  Score: Raw -478539.058135 + Penalty 2745.130736 = -475793.927398
  nChanged 9
		SP:Iteration 36Q (27155.170000 sec): 3 clusters
  Score: Raw -478543.985398 + Penalty 2745.130736 = -475798.854661
  nChanged 3
		SP:Iteration 37Q (27155.400000 sec): 3 clusters
  Score: Raw -478545.560187 + Penalty 2745.130736 = -475800.429451
  nChanged 3
		SP:Iteration 38Q (27155.590000 sec): 3 clusters
  Score: Raw -478547.301144 + Penalty 2745.130736 = -475802.170407
  nChanged 3
		SP:Iteration 39Q (27155.770000 sec): 3 clusters
  Score: Raw -478550.156356 + Penalty 2745.130736 = -475805.025619
  nChanged 5
		SP:Iteration 40F (27155.970000 sec): 3 clusters
  Score: Raw -478553.434400 + Penalty 2745.130736 = -475808.303664
  nChanged 5
		SP:Iteration 41Q (27156.150000 sec): 3 clusters
  Score: Raw -478557.542859 + Penalty 2745.130736 = -475812.412123
  nChanged 6
		SP:Iteration 42Q (27156.330000 sec): 3 clusters
  Score: Raw -478563.476735 + Penalty 2745.130736 = -475818.345998
  nChanged 7
		SP:Iteration 43Q (27156.550000 sec): 3 clusters
  Score: Raw -478567.565066 + Penalty 2745.130736 = -475822.434330
  nChanged 5
		SP:Iteration 44Q (27156.760000 sec): 3 clusters
  Score: Raw -478570.106644 + Penalty 2745.130736 = -475824.975908
  nChanged 2
		SP:Iteration 45Q (27156.970000 sec): 3 clusters
  Score: Raw -478571.876138 + Penalty 2745.130736 = -475826.745402
  nChanged 3
		SP:Iteration 46Q (27157.170000 sec): 3 clusters
  Score: Raw -478574.952928 + Penalty 2745.130736 = -475829.822192
  nChanged 1
		SP:Iteration 47Q (27157.450000 sec): 3 clusters
  Score: Raw -478575.468544 + Penalty 2745.130736 = -475830.337808
  nChanged 2
		SP:Iteration 48Q (27157.650000 sec): 3 clusters
  Score: Raw -478576.083427 + Penalty 2745.130736 = -475830.952690
  nChanged 1
		SP:Iteration 49Q (27157.820000 sec): 3 clusters
  Score: Raw -478576.459877 + Penalty 2745.130736 = -475831.329140
  nChanged 0
		SP:Iteration 50F (27158.050000 sec): 3 clusters
  Score: Raw -478576.459877 + Penalty 2745.130736 = -475831.329140
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 47 (4909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27158.170000 sec): 2 clusters
  Score: Raw -521628.569725 + Penalty 1381.059149 = -520247.510576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27158.400000 sec): 3 clusters
  Score: Raw -519147.821026 + Penalty 2762.118299 = -516385.702728
  nChanged 1970
		SP:Iteration 1F (27158.590000 sec): 3 clusters
  Score: Raw -520173.755121 + Penalty 2762.118299 = -517411.636822
  nChanged 351
		SP:Iteration 2F (27158.790000 sec): 3 clusters
  Score: Raw -520366.236379 + Penalty 2762.118299 = -517604.118080
  nChanged 259
		SP:Iteration 3F (27159.020000 sec): 3 clusters
  Score: Raw -520507.196479 + Penalty 2762.118299 = -517745.078180
  nChanged 206
		SP:Iteration 4Q (27159.260000 sec): 3 clusters
  Score: Raw -520615.312224 + Penalty 2762.118299 = -517853.193926
  nChanged 188
		SP:Iteration 5Q (27159.460000 sec): 3 clusters
  Score: Raw -520723.370069 + Penalty 2762.118299 = -517961.251770
  nChanged 196
		SP:Iteration 6Q (27159.650000 sec): 3 clusters
  Score: Raw -520833.092529 + Penalty 2762.118299 = -518070.974230
  nChanged 193
		SP:Iteration 7Q (27159.860000 sec): 3 clusters
  Score: Raw -520934.335244 + Penalty 2762.118299 = -518172.216945
  nChanged 168
		SP:Iteration 8Q (27160.040000 sec): 3 clusters
  Score: Raw -521029.435384 + Penalty 2762.118299 = -518267.317085
  nChanged 168
		SP:Iteration 9Q (27160.250000 sec): 3 clusters
  Score: Raw -521136.491568 + Penalty 2762.118299 = -518374.373270
  nChanged 195
		SP:Iteration 10Q (27160.460000 sec): 3 clusters
  Score: Raw -521278.168602 + Penalty 2762.118299 = -518516.050303
  nChanged 144
		SP:Iteration 11Q (27160.700000 sec): 3 clusters
  Score: Raw -521386.569791 + Penalty 2762.118299 = -518624.451492
  nChanged 118
		SP:Iteration 12Q (27160.910000 sec): 3 clusters
  Score: Raw -521462.835531 + Penalty 2762.118299 = -518700.717232
  nChanged 91
		SP:Iteration 13Q (27161.080000 sec): 3 clusters
  Score: Raw -521526.175197 + Penalty 2762.118299 = -518764.056899
  nChanged 66
		SP:Iteration 14Q (27161.280000 sec): 3 clusters
  Score: Raw -521573.760405 + Penalty 2762.118299 = -518811.642106
  nChanged 60
		SP:Iteration 15Q (27161.480000 sec): 3 clusters
  Score: Raw -521626.922210 + Penalty 2762.118299 = -518864.803911
  nChanged 46
		SP:Iteration 16Q (27161.740000 sec): 3 clusters
  Score: Raw -521660.736849 + Penalty 2762.118299 = -518898.618550
  nChanged 37
		SP:Iteration 17Q (27161.960000 sec): 3 clusters
  Score: Raw -521691.727776 + Penalty 2762.118299 = -518929.609478
  nChanged 27
		SP:Iteration 18Q (27162.190000 sec): 3 clusters
  Score: Raw -521716.580211 + Penalty 2762.118299 = -518954.461912
  nChanged 22
		SP:Iteration 19Q (27162.400000 sec): 3 clusters
  Score: Raw -521742.899514 + Penalty 2762.118299 = -518980.781215
  nChanged 20
		SP:Iteration 20F (27162.610000 sec): 3 clusters
  Score: Raw -521761.043833 + Penalty 2762.118299 = -518998.925534
  nChanged 9
		SP:Iteration 21Q (27162.790000 sec): 3 clusters
  Score: Raw -521770.626589 + Penalty 2762.118299 = -519008.508290
  nChanged 10
		SP:Iteration 22Q (27163.030000 sec): 3 clusters
  Score: Raw -521779.179495 + Penalty 2762.118299 = -519017.061197
  nChanged 7
		SP:Iteration 23Q (27163.200000 sec): 3 clusters
  Score: Raw -521789.050476 + Penalty 2762.118299 = -519026.932178
  nChanged 6
		SP:Iteration 24Q (27163.390000 sec): 3 clusters
  Score: Raw -521797.848282 + Penalty 2762.118299 = -519035.729984
  nChanged 6
		SP:Iteration 25Q (27163.590000 sec): 3 clusters
  Score: Raw -521803.309560 + Penalty 2762.118299 = -519041.191262
  nChanged 2
		SP:Iteration 26Q (27163.840000 sec): 3 clusters
  Score: Raw -521805.120337 + Penalty 2762.118299 = -519043.002038
  nChanged 4
		SP:Iteration 27Q (27164.050000 sec): 3 clusters
  Score: Raw -521810.743155 + Penalty 2762.118299 = -519048.624856
  nChanged 5
		SP:Iteration 28Q (27164.240000 sec): 3 clusters
  Score: Raw -521817.992956 + Penalty 2762.118299 = -519055.874657
  nChanged 5
		SP:Iteration 29Q (27164.470000 sec): 3 clusters
  Score: Raw -521823.513970 + Penalty 2762.118299 = -519061.395671
  nChanged 4
		SP:Iteration 30Q (27164.650000 sec): 3 clusters
  Score: Raw -521827.371472 + Penalty 2762.118299 = -519065.253173
  nChanged 1
		SP:Iteration 31Q (27164.930000 sec): 3 clusters
  Score: Raw -521829.748564 + Penalty 2762.118299 = -519067.630265
  nChanged 3
		SP:Iteration 32Q (27165.130000 sec): 3 clusters
  Score: Raw -521831.759333 + Penalty 2762.118299 = -519069.641034
  nChanged 2
		SP:Iteration 33Q (27165.350000 sec): 3 clusters
  Score: Raw -521833.678747 + Penalty 2762.118299 = -519071.560449
  nChanged 2
		SP:Iteration 34Q (27165.590000 sec): 3 clusters
  Score: Raw -521836.321134 + Penalty 2762.118299 = -519074.202836
  nChanged 4
		SP:Iteration 35Q (27165.800000 sec): 3 clusters
  Score: Raw -521842.197552 + Penalty 2762.118299 = -519080.079253
  nChanged 7
		SP:Iteration 36Q (27165.970000 sec): 3 clusters
  Score: Raw -521848.797282 + Penalty 2762.118299 = -519086.678983
  nChanged 3
		SP:Iteration 37Q (27166.160000 sec): 3 clusters
  Score: Raw -521851.194711 + Penalty 2762.118299 = -519089.076412
  nChanged 2
		SP:Iteration 38Q (27166.360000 sec): 3 clusters
  Score: Raw -521853.721932 + Penalty 2762.118299 = -519091.603633
  nChanged 2
		SP:Iteration 39Q (27166.540000 sec): 3 clusters
  Score: Raw -521855.243841 + Penalty 2762.118299 = -519093.125543
  nChanged 1
		SP:Iteration 40F (27166.750000 sec): 3 clusters
  Score: Raw -521855.902788 + Penalty 2762.118299 = -519093.784490
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 48 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27166.830000 sec): 2 clusters
  Score: Raw -17440.622673 + Penalty 871.209977 = -16569.412696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27167.050000 sec): 3 clusters
  Score: Raw -17647.806444 + Penalty 1742.419954 = -15905.386490
  nChanged 34
		SP:Iteration 1F (27167.180000 sec): 3 clusters
  Score: Raw -17767.061358 + Penalty 1742.419954 = -16024.641404
  nChanged 14
		SP:Iteration 2F (27167.340000 sec): 3 clusters
  Score: Raw -17800.268451 + Penalty 1742.419954 = -16057.848497
  nChanged 8
		SP:Iteration 3Q (27167.510000 sec): 3 clusters
  Score: Raw -17823.345933 + Penalty 1742.419954 = -16080.925980
  nChanged 5
		SP:Iteration 4Q (27167.670000 sec): 3 clusters
  Score: Raw -17837.419741 + Penalty 1742.419954 = -16094.999787
  nChanged 1
		SP:Iteration 5Q (27167.850000 sec): 3 clusters
  Score: Raw -17838.116130 + Penalty 1742.419954 = -16095.696176
  nChanged 0
		SP:Iteration 6F (27168.110000 sec): 3 clusters
  Score: Raw -17838.116130 + Penalty 1742.419954 = -16095.696176
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 49 (13165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27168.240000 sec): 2 clusters
  Score: Raw -1285897.606407 + Penalty 1541.364024 = -1284356.242383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27168.490000 sec): 3 clusters
  Score: Raw -1278333.811290 + Penalty 3082.728048 = -1275251.083241
  nChanged 5775
		SP:Iteration 1F (27168.770000 sec): 3 clusters
  Score: Raw -1281673.584374 + Penalty 3082.728048 = -1278590.856326
  nChanged 898
		SP:Iteration 2F (27169.020000 sec): 3 clusters
  Score: Raw -1282153.919402 + Penalty 3082.728048 = -1279071.191353
  nChanged 815
		SP:Iteration 3F (27169.230000 sec): 3 clusters
  Score: Raw -1282596.538761 + Penalty 3082.728048 = -1279513.810713
  nChanged 739
		SP:Iteration 4F (27169.440000 sec): 3 clusters
  Score: Raw -1283047.112992 + Penalty 3082.728048 = -1279964.384944
  nChanged 747
		SP:Iteration 5F (27169.670000 sec): 3 clusters
  Score: Raw -1283471.993862 + Penalty 3082.728048 = -1280389.265814
  nChanged 638
		SP:Iteration 6Q (27169.910000 sec): 3 clusters
  Score: Raw -1283888.323078 + Penalty 3082.728048 = -1280805.595029
  nChanged 616
		SP:Iteration 7Q (27170.250000 sec): 3 clusters
  Score: Raw -1284300.650389 + Penalty 3082.728048 = -1281217.922340
  nChanged 553
		SP:Iteration 8Q (27170.510000 sec): 3 clusters
  Score: Raw -1284635.361543 + Penalty 3082.728048 = -1281552.633495
  nChanged 490
		SP:Iteration 9Q (27170.840000 sec): 3 clusters
  Score: Raw -1284901.586895 + Penalty 3082.728048 = -1281818.858847
  nChanged 418
		SP:Iteration 10Q (27171.170000 sec): 3 clusters
  Score: Raw -1285119.717862 + Penalty 3082.728048 = -1282036.989814
  nChanged 412
		SP:Iteration 11Q (27171.390000 sec): 3 clusters
  Score: Raw -1285341.476698 + Penalty 3082.728048 = -1282258.748649
  nChanged 408
		SP:Iteration 12Q (27171.700000 sec): 3 clusters
  Score: Raw -1285602.420612 + Penalty 3082.728048 = -1282519.692564
  nChanged 387
		SP:Iteration 13Q (27171.930000 sec): 3 clusters
  Score: Raw -1285883.962258 + Penalty 3082.728048 = -1282801.234210
  nChanged 341
		SP:Iteration 14Q (27172.210000 sec): 3 clusters
  Score: Raw -1286139.082899 + Penalty 3082.728048 = -1283056.354851
  nChanged 264
		SP:Iteration 15Q (27172.480000 sec): 3 clusters
  Score: Raw -1286309.218500 + Penalty 3082.728048 = -1283226.490452
  nChanged 229
		SP:Iteration 16Q (27172.700000 sec): 3 clusters
  Score: Raw -1286444.900005 + Penalty 3082.728048 = -1283362.171957
  nChanged 190
		SP:Iteration 17Q (27173.020000 sec): 3 clusters
  Score: Raw -1286542.621832 + Penalty 3082.728048 = -1283459.893784
  nChanged 170
		SP:Iteration 18Q (27173.210000 sec): 3 clusters
  Score: Raw -1286630.567455 + Penalty 3082.728048 = -1283547.839407
  nChanged 134
		SP:Iteration 19Q (27173.480000 sec): 3 clusters
  Score: Raw -1286703.600988 + Penalty 3082.728048 = -1283620.872939
  nChanged 96
		SP:Iteration 20F (27173.760000 sec): 3 clusters
  Score: Raw -1286745.026814 + Penalty 3082.728048 = -1283662.298765
  nChanged 85
		SP:Iteration 21Q (27174.000000 sec): 3 clusters
  Score: Raw -1286776.350476 + Penalty 3082.728048 = -1283693.622427
  nChanged 80
		SP:Iteration 22Q (27174.240000 sec): 3 clusters
  Score: Raw -1286807.380640 + Penalty 3082.728048 = -1283724.652592
  nChanged 71
		SP:Iteration 23Q (27174.430000 sec): 3 clusters
  Score: Raw -1286838.166709 + Penalty 3082.728048 = -1283755.438661
  nChanged 74
		SP:Iteration 24Q (27174.660000 sec): 3 clusters
  Score: Raw -1286869.631444 + Penalty 3082.728048 = -1283786.903396
  nChanged 67
		SP:Iteration 25Q (27174.860000 sec): 3 clusters
  Score: Raw -1286904.125165 + Penalty 3082.728048 = -1283821.397117
  nChanged 64
		SP:Iteration 26Q (27175.100000 sec): 3 clusters
  Score: Raw -1286935.816666 + Penalty 3082.728048 = -1283853.088617
  nChanged 50
		SP:Iteration 27Q (27175.310000 sec): 3 clusters
  Score: Raw -1286956.373469 + Penalty 3082.728048 = -1283873.645421
  nChanged 45
		SP:Iteration 28Q (27175.520000 sec): 3 clusters
  Score: Raw -1286979.995148 + Penalty 3082.728048 = -1283897.267099
  nChanged 61
		SP:Iteration 29Q (27175.740000 sec): 3 clusters
  Score: Raw -1287008.323075 + Penalty 3082.728048 = -1283925.595027
  nChanged 48
		SP:Iteration 30Q (27176.030000 sec): 3 clusters
  Score: Raw -1287026.640230 + Penalty 3082.728048 = -1283943.912182
  nChanged 41
		SP:Iteration 31Q (27176.280000 sec): 3 clusters
  Score: Raw -1287043.924725 + Penalty 3082.728048 = -1283961.196676
  nChanged 38
		SP:Iteration 32Q (27176.500000 sec): 3 clusters
  Score: Raw -1287060.553263 + Penalty 3082.728048 = -1283977.825215
  nChanged 33
		SP:Iteration 33Q (27176.750000 sec): 3 clusters
  Score: Raw -1287077.167799 + Penalty 3082.728048 = -1283994.439751
  nChanged 31
		SP:Iteration 34Q (27177.010000 sec): 3 clusters
  Score: Raw -1287093.016307 + Penalty 3082.728048 = -1284010.288259
  nChanged 40
		SP:Iteration 35Q (27177.180000 sec): 3 clusters
  Score: Raw -1287113.634813 + Penalty 3082.728048 = -1284030.906764
  nChanged 34
		SP:Iteration 36Q (27177.450000 sec): 3 clusters
  Score: Raw -1287134.156445 + Penalty 3082.728048 = -1284051.428396
  nChanged 35
		SP:Iteration 37Q (27177.650000 sec): 3 clusters
  Score: Raw -1287154.149092 + Penalty 3082.728048 = -1284071.421044
  nChanged 29
		SP:Iteration 38Q (27177.870000 sec): 3 clusters
  Score: Raw -1287167.206168 + Penalty 3082.728048 = -1284084.478120
  nChanged 28
		SP:Iteration 39Q (27178.130000 sec): 3 clusters
  Score: Raw -1287180.793079 + Penalty 3082.728048 = -1284098.065031
  nChanged 22
		SP:Iteration 40F (27178.400000 sec): 3 clusters
  Score: Raw -1287190.062896 + Penalty 3082.728048 = -1284107.334848
  nChanged 16
		SP:Iteration 41Q (27178.630000 sec): 3 clusters
  Score: Raw -1287196.609434 + Penalty 3082.728048 = -1284113.881386
  nChanged 17
		SP:Iteration 42Q (27178.870000 sec): 3 clusters
  Score: Raw -1287203.816384 + Penalty 3082.728048 = -1284121.088336
  nChanged 12
		SP:Iteration 43Q (27179.110000 sec): 3 clusters
  Score: Raw -1287206.932220 + Penalty 3082.728048 = -1284124.204172
  nChanged 7
		SP:Iteration 44Q (27179.360000 sec): 3 clusters
  Score: Raw -1287208.551893 + Penalty 3082.728048 = -1284125.823845
  nChanged 4
		SP:Iteration 45Q (27179.600000 sec): 3 clusters
  Score: Raw -1287210.032952 + Penalty 3082.728048 = -1284127.304903
  nChanged 6
		SP:Iteration 46Q (27179.850000 sec): 3 clusters
  Score: Raw -1287211.197132 + Penalty 3082.728048 = -1284128.469083
  nChanged 2
		SP:Iteration 47Q (27180.120000 sec): 3 clusters
  Score: Raw -1287211.712815 + Penalty 3082.728048 = -1284128.984767
  nChanged 2
		SP:Iteration 48Q (27180.340000 sec): 3 clusters
  Score: Raw -1287212.424197 + Penalty 3082.728048 = -1284129.696148
  nChanged 1
		SP:Iteration 49Q (27180.630000 sec): 3 clusters
  Score: Raw -1287212.711399 + Penalty 3082.728048 = -1284129.983351
  nChanged 0
		SP:Iteration 50F (27180.890000 sec): 3 clusters
  Score: Raw -1287212.711399 + Penalty 3082.728048 = -1284129.983351
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 50 (16158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27181.000000 sec): 2 clusters
  Score: Raw -1732475.955872 + Penalty 1574.652716 = -1730901.303155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27181.260000 sec): 3 clusters
  Score: Raw -1723045.051654 + Penalty 3149.305433 = -1719895.746221
  nChanged 7073
		SP:Iteration 1F (27181.560000 sec): 3 clusters
  Score: Raw -1726862.186039 + Penalty 3149.305433 = -1723712.880606
  nChanged 940
		SP:Iteration 2F (27181.870000 sec): 3 clusters
  Score: Raw -1727300.064214 + Penalty 3149.305433 = -1724150.758781
  nChanged 982
		SP:Iteration 3F (27182.060000 sec): 3 clusters
  Score: Raw -1727833.804427 + Penalty 3149.305433 = -1724684.498995
  nChanged 1064
		SP:Iteration 4F (27182.330000 sec): 3 clusters
  Score: Raw -1728507.234346 + Penalty 3149.305433 = -1725357.928914
  nChanged 1096
		SP:Iteration 5F (27182.560000 sec): 3 clusters
  Score: Raw -1729245.423854 + Penalty 3149.305433 = -1726096.118421
  nChanged 1016
		SP:Iteration 6F (27182.790000 sec): 3 clusters
  Score: Raw -1729874.104123 + Penalty 3149.305433 = -1726724.798690
  nChanged 798
		SP:Iteration 7Q (27183.070000 sec): 3 clusters
  Score: Raw -1730333.133100 + Penalty 3149.305433 = -1727183.827667
  nChanged 644
		SP:Iteration 8Q (27183.320000 sec): 3 clusters
  Score: Raw -1730693.168734 + Penalty 3149.305433 = -1727543.863301
  nChanged 521
		SP:Iteration 9Q (27183.560000 sec): 3 clusters
  Score: Raw -1730990.468250 + Penalty 3149.305433 = -1727841.162817
  nChanged 449
		SP:Iteration 10Q (27183.860000 sec): 3 clusters
  Score: Raw -1731266.407140 + Penalty 3149.305433 = -1728117.101707
  nChanged 412
		SP:Iteration 11Q (27184.120000 sec): 3 clusters
  Score: Raw -1731529.423369 + Penalty 3149.305433 = -1728380.117936
  nChanged 386
		SP:Iteration 12Q (27184.420000 sec): 3 clusters
  Score: Raw -1731791.155859 + Penalty 3149.305433 = -1728641.850427
  nChanged 318
		SP:Iteration 13Q (27184.680000 sec): 3 clusters
  Score: Raw -1732009.956854 + Penalty 3149.305433 = -1728860.651422
  nChanged 243
		SP:Iteration 14Q (27184.970000 sec): 3 clusters
  Score: Raw -1732179.893244 + Penalty 3149.305433 = -1729030.587811
  nChanged 181
		SP:Iteration 15Q (27185.270000 sec): 3 clusters
  Score: Raw -1732310.089970 + Penalty 3149.305433 = -1729160.784538
  nChanged 136
		SP:Iteration 16Q (27185.490000 sec): 3 clusters
  Score: Raw -1732417.861588 + Penalty 3149.305433 = -1729268.556155
  nChanged 96
		SP:Iteration 17Q (27185.760000 sec): 3 clusters
  Score: Raw -1732495.469756 + Penalty 3149.305433 = -1729346.164323
  nChanged 71
		SP:Iteration 18Q (27186.060000 sec): 3 clusters
  Score: Raw -1732546.075495 + Penalty 3149.305433 = -1729396.770062
  nChanged 35
		SP:Iteration 19Q (27186.290000 sec): 3 clusters
  Score: Raw -1732576.187165 + Penalty 3149.305433 = -1729426.881732
  nChanged 30
		SP:Iteration 20F (27186.590000 sec): 3 clusters
  Score: Raw -1732604.862167 + Penalty 3149.305433 = -1729455.556734
  nChanged 28
		SP:Iteration 21Q (27186.870000 sec): 3 clusters
  Score: Raw -1732632.666155 + Penalty 3149.305433 = -1729483.360723
  nChanged 23
		SP:Iteration 22Q (27187.110000 sec): 3 clusters
  Score: Raw -1732653.453579 + Penalty 3149.305433 = -1729504.148146
  nChanged 16
		SP:Iteration 23Q (27187.350000 sec): 3 clusters
  Score: Raw -1732663.299400 + Penalty 3149.305433 = -1729513.993967
  nChanged 7
		SP:Iteration 24Q (27187.600000 sec): 3 clusters
  Score: Raw -1732668.708369 + Penalty 3149.305433 = -1729519.402936
  nChanged 5
		SP:Iteration 25Q (27187.870000 sec): 3 clusters
  Score: Raw -1732672.037195 + Penalty 3149.305433 = -1729522.731762
  nChanged 4
		SP:Iteration 26Q (27188.090000 sec): 3 clusters
  Score: Raw -1732674.789798 + Penalty 3149.305433 = -1729525.484366
  nChanged 0
		SP:Iteration 27F (27188.290000 sec): 3 clusters
  Score: Raw -1732674.789798 + Penalty 3149.305433 = -1729525.484366
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 51 (2577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27188.420000 sec): 2 clusters
  Score: Raw -260380.140197 + Penalty 1276.336947 = -259103.803250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27188.650000 sec): 3 clusters
  Score: Raw -259186.231729 + Penalty 2552.673893 = -256633.557835
  nChanged 954
		SP:Iteration 1F (27188.830000 sec): 3 clusters
  Score: Raw -259762.055706 + Penalty 2552.673893 = -257209.381813
  nChanged 181
		SP:Iteration 2F (27188.990000 sec): 3 clusters
  Score: Raw -259906.820729 + Penalty 2552.673893 = -257354.146836
  nChanged 123
		SP:Iteration 3Q (27189.180000 sec): 3 clusters
  Score: Raw -259996.953928 + Penalty 2552.673893 = -257444.280034
  nChanged 107
		SP:Iteration 4Q (27189.320000 sec): 3 clusters
  Score: Raw -260088.650154 + Penalty 2552.673893 = -257535.976260
  nChanged 98
		SP:Iteration 5Q (27189.540000 sec): 3 clusters
  Score: Raw -260180.730123 + Penalty 2552.673893 = -257628.056229
  nChanged 112
		SP:Iteration 6Q (27189.750000 sec): 3 clusters
  Score: Raw -260267.433494 + Penalty 2552.673893 = -257714.759600
  nChanged 87
		SP:Iteration 7Q (27189.900000 sec): 3 clusters
  Score: Raw -260331.737884 + Penalty 2552.673893 = -257779.063990
  nChanged 72
		SP:Iteration 8Q (27190.130000 sec): 3 clusters
  Score: Raw -260384.991486 + Penalty 2552.673893 = -257832.317593
  nChanged 52
		SP:Iteration 9Q (27190.300000 sec): 3 clusters
  Score: Raw -260419.027883 + Penalty 2552.673893 = -257866.353989
  nChanged 39
		SP:Iteration 10Q (27190.480000 sec): 3 clusters
  Score: Raw -260440.088467 + Penalty 2552.673893 = -257887.414574
  nChanged 32
		SP:Iteration 11Q (27190.670000 sec): 3 clusters
  Score: Raw -260455.415470 + Penalty 2552.673893 = -257902.741577
  nChanged 28
		SP:Iteration 12Q (27190.850000 sec): 3 clusters
  Score: Raw -260467.100306 + Penalty 2552.673893 = -257914.426412
  nChanged 23
		SP:Iteration 13Q (27190.990000 sec): 3 clusters
  Score: Raw -260476.752216 + Penalty 2552.673893 = -257924.078322
  nChanged 11
		SP:Iteration 14Q (27191.120000 sec): 3 clusters
  Score: Raw -260482.403103 + Penalty 2552.673893 = -257929.729209
  nChanged 12
		SP:Iteration 15Q (27191.310000 sec): 3 clusters
  Score: Raw -260487.274169 + Penalty 2552.673893 = -257934.600276
  nChanged 9
		SP:Iteration 16Q (27191.460000 sec): 3 clusters
  Score: Raw -260490.627603 + Penalty 2552.673893 = -257937.953709
  nChanged 7
		SP:Iteration 17Q (27191.650000 sec): 3 clusters
  Score: Raw -260492.420914 + Penalty 2552.673893 = -257939.747021
  nChanged 6
		SP:Iteration 18Q (27191.820000 sec): 3 clusters
  Score: Raw -260494.759047 + Penalty 2552.673893 = -257942.085154
  nChanged 7
		SP:Iteration 19Q (27192.010000 sec): 3 clusters
  Score: Raw -260497.813944 + Penalty 2552.673893 = -257945.140051
  nChanged 5
		SP:Iteration 20F (27192.220000 sec): 3 clusters
  Score: Raw -260500.480607 + Penalty 2552.673893 = -257947.806714
  nChanged 5
		SP:Iteration 21Q (27192.420000 sec): 3 clusters
  Score: Raw -260502.352539 + Penalty 2552.673893 = -257949.678645
  nChanged 3
		SP:Iteration 22Q (27192.600000 sec): 3 clusters
  Score: Raw -260503.408198 + Penalty 2552.673893 = -257950.734305
  nChanged 1
		SP:Iteration 23Q (27192.800000 sec): 3 clusters
  Score: Raw -260503.808146 + Penalty 2552.673893 = -257951.134252
  nChanged 2
		SP:Iteration 24Q (27193.000000 sec): 3 clusters
  Score: Raw -260505.035645 + Penalty 2552.673893 = -257952.361752
  nChanged 5
		SP:Iteration 25Q (27193.210000 sec): 3 clusters
  Score: Raw -260507.075874 + Penalty 2552.673893 = -257954.401980
  nChanged 5
		SP:Iteration 26Q (27193.430000 sec): 3 clusters
  Score: Raw -260509.666482 + Penalty 2552.673893 = -257956.992589
  nChanged 4
		SP:Iteration 27Q (27193.590000 sec): 3 clusters
  Score: Raw -260511.075600 + Penalty 2552.673893 = -257958.401707
  nChanged 3
		SP:Iteration 28Q (27193.760000 sec): 3 clusters
  Score: Raw -260512.186455 + Penalty 2552.673893 = -257959.512562
  nChanged 2
		SP:Iteration 29Q (27193.930000 sec): 3 clusters
  Score: Raw -260513.122903 + Penalty 2552.673893 = -257960.449009
  nChanged 3
		SP:Iteration 30Q (27194.140000 sec): 3 clusters
  Score: Raw -260513.720282 + Penalty 2552.673893 = -257961.046389
  nChanged 2
		SP:Iteration 31Q (27194.330000 sec): 3 clusters
  Score: Raw -260514.199329 + Penalty 2552.673893 = -257961.525436
  nChanged 2
		SP:Iteration 32Q (27194.520000 sec): 3 clusters
  Score: Raw -260514.538368 + Penalty 2552.673893 = -257961.864475
  nChanged 1
		SP:Iteration 33Q (27194.690000 sec): 3 clusters
  Score: Raw -260514.896768 + Penalty 2552.673893 = -257962.222874
  nChanged 0
		SP:Iteration 34F (27194.910000 sec): 3 clusters
  Score: Raw -260514.896768 + Penalty 2552.673893 = -257962.222874
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 52 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27195.020000 sec): 2 clusters
  Score: Raw -185104.561514 + Penalty 1217.754507 = -183886.807007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27195.170000 sec): 3 clusters
  Score: Raw -184409.298379 + Penalty 2435.509013 = -181973.789366
  nChanged 619
		SP:Iteration 1F (27195.360000 sec): 3 clusters
  Score: Raw -184862.727340 + Penalty 2435.509013 = -182427.218327
  nChanged 174
		SP:Iteration 2F (27195.530000 sec): 3 clusters
  Score: Raw -185045.437606 + Penalty 2435.509013 = -182609.928593
  nChanged 102
		SP:Iteration 3F (27195.690000 sec): 3 clusters
  Score: Raw -185144.240086 + Penalty 2435.509013 = -182708.731073
  nChanged 68
		SP:Iteration 4Q (27195.900000 sec): 3 clusters
  Score: Raw -185203.958370 + Penalty 2435.509013 = -182768.449357
  nChanged 47
		SP:Iteration 5Q (27196.050000 sec): 3 clusters
  Score: Raw -185237.952481 + Penalty 2435.509013 = -182802.443467
  nChanged 43
		SP:Iteration 6Q (27196.210000 sec): 3 clusters
  Score: Raw -185273.379257 + Penalty 2435.509013 = -182837.870243
  nChanged 35
		SP:Iteration 7Q (27196.380000 sec): 3 clusters
  Score: Raw -185295.973184 + Penalty 2435.509013 = -182860.464170
  nChanged 23
		SP:Iteration 8Q (27196.600000 sec): 3 clusters
  Score: Raw -185310.216493 + Penalty 2435.509013 = -182874.707480
  nChanged 17
		SP:Iteration 9Q (27196.750000 sec): 3 clusters
  Score: Raw -185322.469743 + Penalty 2435.509013 = -182886.960730
  nChanged 24
		SP:Iteration 10Q (27196.890000 sec): 3 clusters
  Score: Raw -185343.558785 + Penalty 2435.509013 = -182908.049771
  nChanged 25
		SP:Iteration 11Q (27197.040000 sec): 3 clusters
  Score: Raw -185365.830542 + Penalty 2435.509013 = -182930.321528
  nChanged 21
		SP:Iteration 12Q (27197.270000 sec): 3 clusters
  Score: Raw -185383.134636 + Penalty 2435.509013 = -182947.625623
  nChanged 19
		SP:Iteration 13Q (27197.410000 sec): 3 clusters
  Score: Raw -185398.097216 + Penalty 2435.509013 = -182962.588203
  nChanged 17
		SP:Iteration 14Q (27197.590000 sec): 3 clusters
  Score: Raw -185408.588204 + Penalty 2435.509013 = -182973.079191
  nChanged 12
		SP:Iteration 15Q (27197.780000 sec): 3 clusters
  Score: Raw -185416.041728 + Penalty 2435.509013 = -182980.532715
  nChanged 11
		SP:Iteration 16Q (27197.970000 sec): 3 clusters
  Score: Raw -185422.631496 + Penalty 2435.509013 = -182987.122483
  nChanged 7
		SP:Iteration 17Q (27198.130000 sec): 3 clusters
  Score: Raw -185428.459003 + Penalty 2435.509013 = -182992.949990
  nChanged 8
		SP:Iteration 18Q (27198.310000 sec): 3 clusters
  Score: Raw -185435.574605 + Penalty 2435.509013 = -183000.065592
  nChanged 14
		SP:Iteration 19Q (27198.500000 sec): 3 clusters
  Score: Raw -185444.423022 + Penalty 2435.509013 = -183008.914009
  nChanged 10
		SP:Iteration 20F (27198.670000 sec): 3 clusters
  Score: Raw -185449.732338 + Penalty 2435.509013 = -183014.223324
  nChanged 5
		SP:Iteration 21Q (27198.870000 sec): 3 clusters
  Score: Raw -185451.399252 + Penalty 2435.509013 = -183015.890239
  nChanged 4
		SP:Iteration 22Q (27199.050000 sec): 3 clusters
  Score: Raw -185453.313594 + Penalty 2435.509013 = -183017.804581
  nChanged 2
		SP:Iteration 23Q (27199.220000 sec): 3 clusters
  Score: Raw -185453.922513 + Penalty 2435.509013 = -183018.413500
  nChanged 2
		SP:Iteration 24Q (27199.430000 sec): 3 clusters
  Score: Raw -185454.960620 + Penalty 2435.509013 = -183019.451607
  nChanged 0
		SP:Iteration 25F (27199.600000 sec): 3 clusters
  Score: Raw -185454.960620 + Penalty 2435.509013 = -183019.451607
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 53 (4592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27199.730000 sec): 2 clusters
  Score: Raw -461078.336630 + Penalty 1370.211527 = -459708.125102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27199.980000 sec): 3 clusters
  Score: Raw -458753.382691 + Penalty 2740.423055 = -456012.959636
  nChanged 1888
		SP:Iteration 1F (27200.170000 sec): 3 clusters
  Score: Raw -459793.380036 + Penalty 2740.423055 = -457052.956982
  nChanged 333
		SP:Iteration 2F (27200.360000 sec): 3 clusters
  Score: Raw -459981.990050 + Penalty 2740.423055 = -457241.566995
  nChanged 249
		SP:Iteration 3F (27200.590000 sec): 3 clusters
  Score: Raw -460111.746984 + Penalty 2740.423055 = -457371.323929
  nChanged 193
		SP:Iteration 4Q (27200.790000 sec): 3 clusters
  Score: Raw -460203.406643 + Penalty 2740.423055 = -457462.983588
  nChanged 165
		SP:Iteration 5Q (27200.990000 sec): 3 clusters
  Score: Raw -460293.042925 + Penalty 2740.423055 = -457552.619870
  nChanged 159
		SP:Iteration 6Q (27201.170000 sec): 3 clusters
  Score: Raw -460364.765497 + Penalty 2740.423055 = -457624.342442
  nChanged 137
		SP:Iteration 7Q (27201.430000 sec): 3 clusters
  Score: Raw -460425.962387 + Penalty 2740.423055 = -457685.539332
  nChanged 140
		SP:Iteration 8Q (27201.620000 sec): 3 clusters
  Score: Raw -460495.857282 + Penalty 2740.423055 = -457755.434227
  nChanged 140
		SP:Iteration 9Q (27201.830000 sec): 3 clusters
  Score: Raw -460566.946288 + Penalty 2740.423055 = -457826.523233
  nChanged 131
		SP:Iteration 10Q (27202.050000 sec): 3 clusters
  Score: Raw -460634.133603 + Penalty 2740.423055 = -457893.710548
  nChanged 122
		SP:Iteration 11Q (27202.230000 sec): 3 clusters
  Score: Raw -460693.262979 + Penalty 2740.423055 = -457952.839924
  nChanged 108
		SP:Iteration 12Q (27202.430000 sec): 3 clusters
  Score: Raw -460754.667605 + Penalty 2740.423055 = -458014.244550
  nChanged 105
		SP:Iteration 13Q (27202.610000 sec): 3 clusters
  Score: Raw -460823.269765 + Penalty 2740.423055 = -458082.846710
  nChanged 120
		SP:Iteration 14Q (27202.820000 sec): 3 clusters
  Score: Raw -460897.418287 + Penalty 2740.423055 = -458156.995233
  nChanged 116
		SP:Iteration 15Q (27203.090000 sec): 3 clusters
  Score: Raw -460980.228505 + Penalty 2740.423055 = -458239.805450
  nChanged 118
		SP:Iteration 16Q (27203.240000 sec): 3 clusters
  Score: Raw -461077.859161 + Penalty 2740.423055 = -458337.436106
  nChanged 99
		SP:Iteration 17Q (27203.440000 sec): 3 clusters
  Score: Raw -461165.936909 + Penalty 2740.423055 = -458425.513854
  nChanged 81
		SP:Iteration 18Q (27203.670000 sec): 3 clusters
  Score: Raw -461227.830613 + Penalty 2740.423055 = -458487.407558
  nChanged 60
		SP:Iteration 19Q (27203.870000 sec): 3 clusters
  Score: Raw -461266.951234 + Penalty 2740.423055 = -458526.528179
  nChanged 28
		SP:Iteration 20F (27204.060000 sec): 3 clusters
  Score: Raw -461282.095609 + Penalty 2740.423055 = -458541.672554
  nChanged 19
		SP:Iteration 21Q (27204.350000 sec): 3 clusters
  Score: Raw -461291.681012 + Penalty 2740.423055 = -458551.257957
  nChanged 18
		SP:Iteration 22Q (27204.540000 sec): 3 clusters
  Score: Raw -461299.214148 + Penalty 2740.423055 = -458558.791093
  nChanged 16
		SP:Iteration 23Q (27204.740000 sec): 3 clusters
  Score: Raw -461306.752353 + Penalty 2740.423055 = -458566.329298
  nChanged 14
		SP:Iteration 24Q (27204.980000 sec): 3 clusters
  Score: Raw -461313.240623 + Penalty 2740.423055 = -458572.817568
  nChanged 7
		SP:Iteration 25Q (27205.150000 sec): 3 clusters
  Score: Raw -461316.731906 + Penalty 2740.423055 = -458576.308851
  nChanged 13
		SP:Iteration 26Q (27205.350000 sec): 3 clusters
  Score: Raw -461323.861678 + Penalty 2740.423055 = -458583.438623
  nChanged 11
		SP:Iteration 27Q (27205.510000 sec): 3 clusters
  Score: Raw -461331.794623 + Penalty 2740.423055 = -458591.371569
  nChanged 9
		SP:Iteration 28Q (27205.710000 sec): 3 clusters
  Score: Raw -461336.846396 + Penalty 2740.423055 = -458596.423341
  nChanged 8
		SP:Iteration 29Q (27205.950000 sec): 3 clusters
  Score: Raw -461341.170460 + Penalty 2740.423055 = -458600.747405
  nChanged 6
		SP:Iteration 30Q (27206.160000 sec): 3 clusters
  Score: Raw -461343.470960 + Penalty 2740.423055 = -458603.047905
  nChanged 4
		SP:Iteration 31Q (27206.360000 sec): 3 clusters
  Score: Raw -461345.230804 + Penalty 2740.423055 = -458604.807749
  nChanged 4
		SP:Iteration 32Q (27206.570000 sec): 3 clusters
  Score: Raw -461347.369578 + Penalty 2740.423055 = -458606.946523
  nChanged 7
		SP:Iteration 33Q (27206.780000 sec): 3 clusters
  Score: Raw -461350.867372 + Penalty 2740.423055 = -458610.444317
  nChanged 7
		SP:Iteration 34Q (27206.950000 sec): 3 clusters
  Score: Raw -461354.477476 + Penalty 2740.423055 = -458614.054421
  nChanged 7
		SP:Iteration 35Q (27207.170000 sec): 3 clusters
  Score: Raw -461357.427451 + Penalty 2740.423055 = -458617.004397
  nChanged 3
		SP:Iteration 36Q (27207.380000 sec): 3 clusters
  Score: Raw -461358.345388 + Penalty 2740.423055 = -458617.922333
  nChanged 2
		SP:Iteration 37Q (27207.620000 sec): 3 clusters
  Score: Raw -461359.123172 + Penalty 2740.423055 = -458618.700117
  nChanged 2
		SP:Iteration 38Q (27207.800000 sec): 3 clusters
  Score: Raw -461359.937674 + Penalty 2740.423055 = -458619.514619
  nChanged 0
		SP:Iteration 39F (27208.000000 sec): 3 clusters
  Score: Raw -461359.937674 + Penalty 2740.423055 = -458619.514619
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 54 (5298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27208.150000 sec): 2 clusters
  Score: Raw -568480.700002 + Penalty 1393.451259 = -567087.248743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27208.400000 sec): 3 clusters
  Score: Raw -565689.725198 + Penalty 2786.902518 = -562902.822680
  nChanged 2132
		SP:Iteration 1F (27208.570000 sec): 3 clusters
  Score: Raw -566899.734818 + Penalty 2786.902518 = -564112.832300
  nChanged 386
		SP:Iteration 2F (27208.800000 sec): 3 clusters
  Score: Raw -567145.452325 + Penalty 2786.902518 = -564358.549807
  nChanged 330
		SP:Iteration 3F (27208.970000 sec): 3 clusters
  Score: Raw -567328.502083 + Penalty 2786.902518 = -564541.599566
  nChanged 268
		SP:Iteration 4F (27209.180000 sec): 3 clusters
  Score: Raw -567482.376427 + Penalty 2786.902518 = -564695.473909
  nChanged 226
		SP:Iteration 5Q (27209.350000 sec): 3 clusters
  Score: Raw -567623.051102 + Penalty 2786.902518 = -564836.148584
  nChanged 226
		SP:Iteration 6Q (27209.570000 sec): 3 clusters
  Score: Raw -567778.702597 + Penalty 2786.902518 = -564991.800079
  nChanged 216
		SP:Iteration 7Q (27209.770000 sec): 3 clusters
  Score: Raw -567966.865417 + Penalty 2786.902518 = -565179.962899
  nChanged 210
		SP:Iteration 8Q (27210.000000 sec): 3 clusters
  Score: Raw -568173.507972 + Penalty 2786.902518 = -565386.605454
  nChanged 217
		SP:Iteration 9Q (27210.210000 sec): 3 clusters
  Score: Raw -568418.910439 + Penalty 2786.902518 = -565632.007921
  nChanged 209
		SP:Iteration 10Q (27210.400000 sec): 3 clusters
  Score: Raw -568619.226870 + Penalty 2786.902518 = -565832.324353
  nChanged 156
		SP:Iteration 11Q (27210.610000 sec): 3 clusters
  Score: Raw -568760.076298 + Penalty 2786.902518 = -565973.173780
  nChanged 130
		SP:Iteration 12Q (27210.780000 sec): 3 clusters
  Score: Raw -568855.761475 + Penalty 2786.902518 = -566068.858957
  nChanged 98
		SP:Iteration 13Q (27210.970000 sec): 3 clusters
  Score: Raw -568910.719963 + Penalty 2786.902518 = -566123.817445
  nChanged 71
		SP:Iteration 14Q (27211.170000 sec): 3 clusters
  Score: Raw -568952.401960 + Penalty 2786.902518 = -566165.499442
  nChanged 62
		SP:Iteration 15Q (27211.370000 sec): 3 clusters
  Score: Raw -568984.633661 + Penalty 2786.902518 = -566197.731143
  nChanged 50
		SP:Iteration 16Q (27211.530000 sec): 3 clusters
  Score: Raw -569010.146896 + Penalty 2786.902518 = -566223.244378
  nChanged 42
		SP:Iteration 17Q (27211.730000 sec): 3 clusters
  Score: Raw -569028.769729 + Penalty 2786.902518 = -566241.867211
  nChanged 34
		SP:Iteration 18Q (27211.930000 sec): 3 clusters
  Score: Raw -569039.318620 + Penalty 2786.902518 = -566252.416102
  nChanged 26
		SP:Iteration 19Q (27212.080000 sec): 3 clusters
  Score: Raw -569047.375167 + Penalty 2786.902518 = -566260.472649
  nChanged 27
		SP:Iteration 20F (27212.310000 sec): 3 clusters
  Score: Raw -569056.523485 + Penalty 2786.902518 = -566269.620968
  nChanged 21
		SP:Iteration 21Q (27212.460000 sec): 3 clusters
  Score: Raw -569063.141461 + Penalty 2786.902518 = -566276.238943
  nChanged 18
		SP:Iteration 22Q (27212.680000 sec): 3 clusters
  Score: Raw -569068.246245 + Penalty 2786.902518 = -566281.343727
  nChanged 14
		SP:Iteration 23Q (27212.880000 sec): 3 clusters
  Score: Raw -569072.007490 + Penalty 2786.902518 = -566285.104972
  nChanged 8
		SP:Iteration 24Q (27213.050000 sec): 3 clusters
  Score: Raw -569074.306916 + Penalty 2786.902518 = -566287.404399
  nChanged 5
		SP:Iteration 25Q (27213.300000 sec): 3 clusters
  Score: Raw -569075.678904 + Penalty 2786.902518 = -566288.776386
  nChanged 8
		SP:Iteration 26Q (27213.470000 sec): 3 clusters
  Score: Raw -569077.555548 + Penalty 2786.902518 = -566290.653030
  nChanged 5
		SP:Iteration 27Q (27213.670000 sec): 3 clusters
  Score: Raw -569078.728824 + Penalty 2786.902518 = -566291.826307
  nChanged 6
		SP:Iteration 28Q (27213.810000 sec): 3 clusters
  Score: Raw -569080.240634 + Penalty 2786.902518 = -566293.338116
  nChanged 5
		SP:Iteration 29Q (27214.000000 sec): 3 clusters
  Score: Raw -569081.346044 + Penalty 2786.902518 = -566294.443527
  nChanged 4
		SP:Iteration 30Q (27214.190000 sec): 3 clusters
  Score: Raw -569081.874805 + Penalty 2786.902518 = -566294.972287
  nChanged 3
		SP:Iteration 31Q (27214.350000 sec): 3 clusters
  Score: Raw -569082.484112 + Penalty 2786.902518 = -566295.581594
  nChanged 1
		SP:Iteration 32Q (27214.530000 sec): 3 clusters
  Score: Raw -569082.776743 + Penalty 2786.902518 = -566295.874226
  nChanged 0
		SP:Iteration 33F (27214.740000 sec): 3 clusters
  Score: Raw -569082.776743 + Penalty 2786.902518 = -566295.874226
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 55 (1846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27214.820000 sec): 2 clusters
  Score: Raw -171181.463333 + Penalty 1222.126167 = -169959.337166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27215.030000 sec): 3 clusters
  Score: Raw -170422.673530 + Penalty 2444.252335 = -167978.421195
  nChanged 631
		SP:Iteration 1F (27215.180000 sec): 3 clusters
  Score: Raw -170906.015677 + Penalty 2444.252335 = -168461.763342
  nChanged 170
		SP:Iteration 2F (27215.360000 sec): 3 clusters
  Score: Raw -171057.906405 + Penalty 2444.252335 = -168613.654070
  nChanged 111
		SP:Iteration 3F (27215.520000 sec): 3 clusters
  Score: Raw -171159.250546 + Penalty 2444.252335 = -168714.998211
  nChanged 89
		SP:Iteration 4Q (27215.740000 sec): 3 clusters
  Score: Raw -171248.654426 + Penalty 2444.252335 = -168804.402091
  nChanged 75
		SP:Iteration 5Q (27215.880000 sec): 3 clusters
  Score: Raw -171320.769806 + Penalty 2444.252335 = -168876.517472
  nChanged 59
		SP:Iteration 6Q (27216.030000 sec): 3 clusters
  Score: Raw -171371.680008 + Penalty 2444.252335 = -168927.427673
  nChanged 36
		SP:Iteration 7Q (27216.230000 sec): 3 clusters
  Score: Raw -171401.839149 + Penalty 2444.252335 = -168957.586815
  nChanged 30
		SP:Iteration 8Q (27216.380000 sec): 3 clusters
  Score: Raw -171424.957546 + Penalty 2444.252335 = -168980.705211
  nChanged 21
		SP:Iteration 9Q (27216.590000 sec): 3 clusters
  Score: Raw -171440.499316 + Penalty 2444.252335 = -168996.246982
  nChanged 23
		SP:Iteration 10Q (27216.780000 sec): 3 clusters
  Score: Raw -171456.243245 + Penalty 2444.252335 = -169011.990910
  nChanged 20
		SP:Iteration 11Q (27216.930000 sec): 3 clusters
  Score: Raw -171471.038994 + Penalty 2444.252335 = -169026.786659
  nChanged 9
		SP:Iteration 12Q (27217.110000 sec): 3 clusters
  Score: Raw -171477.766915 + Penalty 2444.252335 = -169033.514580
  nChanged 9
		SP:Iteration 13Q (27217.280000 sec): 3 clusters
  Score: Raw -171482.949014 + Penalty 2444.252335 = -169038.696679
  nChanged 10
		SP:Iteration 14Q (27217.460000 sec): 3 clusters
  Score: Raw -171487.935264 + Penalty 2444.252335 = -169043.682929
  nChanged 5
		SP:Iteration 15Q (27217.640000 sec): 3 clusters
  Score: Raw -171492.034931 + Penalty 2444.252335 = -169047.782596
  nChanged 5
		SP:Iteration 16Q (27217.820000 sec): 3 clusters
  Score: Raw -171494.723583 + Penalty 2444.252335 = -169050.471248
  nChanged 6
		SP:Iteration 17Q (27218.020000 sec): 3 clusters
  Score: Raw -171498.858343 + Penalty 2444.252335 = -169054.606008
  nChanged 6
		SP:Iteration 18Q (27218.200000 sec): 3 clusters
  Score: Raw -171502.505356 + Penalty 2444.252335 = -169058.253021
  nChanged 2
		SP:Iteration 19Q (27218.380000 sec): 3 clusters
  Score: Raw -171502.810548 + Penalty 2444.252335 = -169058.558213
  nChanged 1
		SP:Iteration 20F (27218.580000 sec): 3 clusters
  Score: Raw -171503.673677 + Penalty 2444.252335 = -169059.421342
  nChanged 6
		SP:Iteration 21Q (27218.760000 sec): 3 clusters
  Score: Raw -171508.616698 + Penalty 2444.252335 = -169064.364363
  nChanged 10
		SP:Iteration 22Q (27218.940000 sec): 3 clusters
  Score: Raw -171516.805977 + Penalty 2444.252335 = -169072.553642
  nChanged 8
		SP:Iteration 23Q (27219.080000 sec): 3 clusters
  Score: Raw -171521.635168 + Penalty 2444.252335 = -169077.382833
  nChanged 10
		SP:Iteration 24Q (27219.270000 sec): 3 clusters
  Score: Raw -171526.510909 + Penalty 2444.252335 = -169082.258574
  nChanged 5
		SP:Iteration 25Q (27219.430000 sec): 3 clusters
  Score: Raw -171529.030917 + Penalty 2444.252335 = -169084.778582
  nChanged 5
		SP:Iteration 26Q (27219.670000 sec): 3 clusters
  Score: Raw -171530.433987 + Penalty 2444.252335 = -169086.181652
  nChanged 3
		SP:Iteration 27Q (27219.800000 sec): 3 clusters
  Score: Raw -171531.201720 + Penalty 2444.252335 = -169086.949385
  nChanged 1
		SP:Iteration 28Q (27220.000000 sec): 3 clusters
  Score: Raw -171531.680283 + Penalty 2444.252335 = -169087.427948
  nChanged 1
		SP:Iteration 29Q (27220.200000 sec): 3 clusters
  Score: Raw -171531.850115 + Penalty 2444.252335 = -169087.597780
  nChanged 0
		SP:Iteration 30F (27220.400000 sec): 3 clusters
  Score: Raw -171531.850115 + Penalty 2444.252335 = -169087.597780
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 56 (2109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27220.490000 sec): 2 clusters
  Score: Raw -221653.439659 + Penalty 1243.769992 = -220409.669667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27220.690000 sec): 3 clusters
  Score: Raw -220736.562528 + Penalty 2487.539984 = -218249.022544
  nChanged 755
		SP:Iteration 1F (27220.890000 sec): 3 clusters
  Score: Raw -221214.044168 + Penalty 2487.539984 = -218726.504185
  nChanged 156
		SP:Iteration 2F (27221.080000 sec): 3 clusters
  Score: Raw -221323.296812 + Penalty 2487.539984 = -218835.756828
  nChanged 91
		SP:Iteration 3Q (27221.250000 sec): 3 clusters
  Score: Raw -221381.177488 + Penalty 2487.539984 = -218893.637504
  nChanged 56
		SP:Iteration 4Q (27221.440000 sec): 3 clusters
  Score: Raw -221415.932982 + Penalty 2487.539984 = -218928.392999
  nChanged 49
		SP:Iteration 5Q (27221.610000 sec): 3 clusters
  Score: Raw -221445.934972 + Penalty 2487.539984 = -218958.394988
  nChanged 36
		SP:Iteration 6Q (27221.780000 sec): 3 clusters
  Score: Raw -221472.683242 + Penalty 2487.539984 = -218985.143258
  nChanged 34
		SP:Iteration 7Q (27221.960000 sec): 3 clusters
  Score: Raw -221492.474168 + Penalty 2487.539984 = -219004.934184
  nChanged 28
		SP:Iteration 8Q (27222.110000 sec): 3 clusters
  Score: Raw -221505.110228 + Penalty 2487.539984 = -219017.570244
  nChanged 17
		SP:Iteration 9Q (27222.300000 sec): 3 clusters
  Score: Raw -221512.272619 + Penalty 2487.539984 = -219024.732636
  nChanged 18
		SP:Iteration 10Q (27222.450000 sec): 3 clusters
  Score: Raw -221521.240330 + Penalty 2487.539984 = -219033.700346
  nChanged 22
		SP:Iteration 11Q (27222.620000 sec): 3 clusters
  Score: Raw -221531.157865 + Penalty 2487.539984 = -219043.617881
  nChanged 15
		SP:Iteration 12Q (27222.810000 sec): 3 clusters
  Score: Raw -221536.822024 + Penalty 2487.539984 = -219049.282040
  nChanged 9
		SP:Iteration 13Q (27222.960000 sec): 3 clusters
  Score: Raw -221540.462742 + Penalty 2487.539984 = -219052.922758
  nChanged 7
		SP:Iteration 14Q (27223.130000 sec): 3 clusters
  Score: Raw -221544.630392 + Penalty 2487.539984 = -219057.090408
  nChanged 12
		SP:Iteration 15Q (27223.290000 sec): 3 clusters
  Score: Raw -221549.860162 + Penalty 2487.539984 = -219062.320178
  nChanged 5
		SP:Iteration 16Q (27223.520000 sec): 3 clusters
  Score: Raw -221551.237984 + Penalty 2487.539984 = -219063.698001
  nChanged 5
		SP:Iteration 17Q (27223.710000 sec): 3 clusters
  Score: Raw -221556.005916 + Penalty 2487.539984 = -219068.465933
  nChanged 10
		SP:Iteration 18Q (27223.890000 sec): 3 clusters
  Score: Raw -221560.312462 + Penalty 2487.539984 = -219072.772478
  nChanged 7
		SP:Iteration 19Q (27224.090000 sec): 3 clusters
  Score: Raw -221563.937430 + Penalty 2487.539984 = -219076.397446
  nChanged 7
		SP:Iteration 20F (27224.300000 sec): 3 clusters
  Score: Raw -221566.270736 + Penalty 2487.539984 = -219078.730752
  nChanged 6
		SP:Iteration 21Q (27224.450000 sec): 3 clusters
  Score: Raw -221567.696386 + Penalty 2487.539984 = -219080.156403
  nChanged 6
		SP:Iteration 22Q (27224.610000 sec): 3 clusters
  Score: Raw -221569.876120 + Penalty 2487.539984 = -219082.336136
  nChanged 6
		SP:Iteration 23Q (27224.810000 sec): 3 clusters
  Score: Raw -221573.358670 + Penalty 2487.539984 = -219085.818687
  nChanged 5
		SP:Iteration 24Q (27225.030000 sec): 3 clusters
  Score: Raw -221575.690336 + Penalty 2487.539984 = -219088.150353
  nChanged 7
		SP:Iteration 25Q (27225.160000 sec): 3 clusters
  Score: Raw -221578.609436 + Penalty 2487.539984 = -219091.069453
  nChanged 6
		SP:Iteration 26Q (27225.350000 sec): 3 clusters
  Score: Raw -221580.532673 + Penalty 2487.539984 = -219092.992689
  nChanged 5
		SP:Iteration 27Q (27225.500000 sec): 3 clusters
  Score: Raw -221582.255281 + Penalty 2487.539984 = -219094.715298
  nChanged 5
		SP:Iteration 28Q (27225.700000 sec): 3 clusters
  Score: Raw -221585.024721 + Penalty 2487.539984 = -219097.484737
  nChanged 6
		SP:Iteration 29Q (27225.900000 sec): 3 clusters
  Score: Raw -221587.322368 + Penalty 2487.539984 = -219099.782384
  nChanged 5
		SP:Iteration 30Q (27226.040000 sec): 3 clusters
  Score: Raw -221588.494225 + Penalty 2487.539984 = -219100.954241
  nChanged 4
		SP:Iteration 31Q (27226.230000 sec): 3 clusters
  Score: Raw -221589.840127 + Penalty 2487.539984 = -219102.300144
  nChanged 1
		SP:Iteration 32Q (27226.400000 sec): 3 clusters
  Score: Raw -221590.358677 + Penalty 2487.539984 = -219102.818693
  nChanged 0
		SP:Iteration 33F (27226.600000 sec): 3 clusters
  Score: Raw -221590.358677 + Penalty 2487.539984 = -219102.818693
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 57 (1892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27226.700000 sec): 2 clusters
  Score: Raw -182255.433506 + Penalty 1226.125834 = -181029.307671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27226.820000 sec): 3 clusters
  Score: Raw -181447.455919 + Penalty 2452.251669 = -178995.204251
  nChanged 666
		SP:Iteration 1F (27227.040000 sec): 3 clusters
  Score: Raw -181864.772866 + Penalty 2452.251669 = -179412.521198
  nChanged 133
		SP:Iteration 2F (27227.200000 sec): 3 clusters
  Score: Raw -181955.976645 + Penalty 2452.251669 = -179503.724976
  nChanged 72
		SP:Iteration 3Q (27227.350000 sec): 3 clusters
  Score: Raw -182009.418929 + Penalty 2452.251669 = -179557.167261
  nChanged 57
		SP:Iteration 4Q (27227.550000 sec): 3 clusters
  Score: Raw -182056.149583 + Penalty 2452.251669 = -179603.897914
  nChanged 56
		SP:Iteration 5Q (27227.700000 sec): 3 clusters
  Score: Raw -182098.674570 + Penalty 2452.251669 = -179646.422901
  nChanged 55
		SP:Iteration 6Q (27227.880000 sec): 3 clusters
  Score: Raw -182137.527023 + Penalty 2452.251669 = -179685.275354
  nChanged 49
		SP:Iteration 7Q (27228.080000 sec): 3 clusters
  Score: Raw -182179.015993 + Penalty 2452.251669 = -179726.764324
  nChanged 42
		SP:Iteration 8Q (27228.260000 sec): 3 clusters
  Score: Raw -182215.568850 + Penalty 2452.251669 = -179763.317182
  nChanged 39
		SP:Iteration 9Q (27228.460000 sec): 3 clusters
  Score: Raw -182238.417932 + Penalty 2452.251669 = -179786.166263
  nChanged 23
		SP:Iteration 10Q (27228.610000 sec): 3 clusters
  Score: Raw -182251.263994 + Penalty 2452.251669 = -179799.012326
  nChanged 15
		SP:Iteration 11Q (27228.790000 sec): 3 clusters
  Score: Raw -182261.202273 + Penalty 2452.251669 = -179808.950604
  nChanged 19
		SP:Iteration 12Q (27228.950000 sec): 3 clusters
  Score: Raw -182272.598336 + Penalty 2452.251669 = -179820.346667
  nChanged 16
		SP:Iteration 13Q (27229.110000 sec): 3 clusters
  Score: Raw -182280.368175 + Penalty 2452.251669 = -179828.116507
  nChanged 10
		SP:Iteration 14Q (27229.310000 sec): 3 clusters
  Score: Raw -182285.683651 + Penalty 2452.251669 = -179833.431982
  nChanged 9
		SP:Iteration 15Q (27229.460000 sec): 3 clusters
  Score: Raw -182290.044629 + Penalty 2452.251669 = -179837.792961
  nChanged 10
		SP:Iteration 16Q (27229.650000 sec): 3 clusters
  Score: Raw -182293.962966 + Penalty 2452.251669 = -179841.711297
  nChanged 9
		SP:Iteration 17Q (27229.830000 sec): 3 clusters
  Score: Raw -182298.843422 + Penalty 2452.251669 = -179846.591753
  nChanged 5
		SP:Iteration 18Q (27230.000000 sec): 3 clusters
  Score: Raw -182301.224074 + Penalty 2452.251669 = -179848.972405
  nChanged 4
		SP:Iteration 19Q (27230.150000 sec): 3 clusters
  Score: Raw -182302.973827 + Penalty 2452.251669 = -179850.722158
  nChanged 3
		SP:Iteration 20F (27230.320000 sec): 3 clusters
  Score: Raw -182304.455478 + Penalty 2452.251669 = -179852.203809
  nChanged 3
		SP:Iteration 21Q (27230.450000 sec): 3 clusters
  Score: Raw -182305.933527 + Penalty 2452.251669 = -179853.681858
  nChanged 4
		SP:Iteration 22Q (27230.660000 sec): 3 clusters
  Score: Raw -182308.061446 + Penalty 2452.251669 = -179855.809777
  nChanged 5
		SP:Iteration 23Q (27230.790000 sec): 3 clusters
  Score: Raw -182309.802237 + Penalty 2452.251669 = -179857.550569
  nChanged 5
		SP:Iteration 24Q (27230.970000 sec): 3 clusters
  Score: Raw -182312.166455 + Penalty 2452.251669 = -179859.914786
  nChanged 3
		SP:Iteration 25Q (27231.140000 sec): 3 clusters
  Score: Raw -182313.626998 + Penalty 2452.251669 = -179861.375329
  nChanged 7
		SP:Iteration 26Q (27231.310000 sec): 3 clusters
  Score: Raw -182318.546847 + Penalty 2452.251669 = -179866.295178
  nChanged 12
		SP:Iteration 27Q (27231.480000 sec): 3 clusters
  Score: Raw -182327.893233 + Penalty 2452.251669 = -179875.641564
  nChanged 15
		SP:Iteration 28Q (27231.680000 sec): 3 clusters
  Score: Raw -182336.004715 + Penalty 2452.251669 = -179883.753047
  nChanged 12
		SP:Iteration 29Q (27231.880000 sec): 3 clusters
  Score: Raw -182343.687160 + Penalty 2452.251669 = -179891.435491
  nChanged 8
		SP:Iteration 30Q (27232.120000 sec): 3 clusters
  Score: Raw -182350.563692 + Penalty 2452.251669 = -179898.312023
  nChanged 6
		SP:Iteration 31Q (27232.280000 sec): 3 clusters
  Score: Raw -182356.038780 + Penalty 2452.251669 = -179903.787111
  nChanged 7
		SP:Iteration 32Q (27232.450000 sec): 3 clusters
  Score: Raw -182360.258363 + Penalty 2452.251669 = -179908.006694
  nChanged 5
		SP:Iteration 33Q (27232.660000 sec): 3 clusters
  Score: Raw -182362.758146 + Penalty 2452.251669 = -179910.506477
  nChanged 3
		SP:Iteration 34Q (27232.840000 sec): 3 clusters
  Score: Raw -182365.082833 + Penalty 2452.251669 = -179912.831164
  nChanged 4
		SP:Iteration 35Q (27233.040000 sec): 3 clusters
  Score: Raw -182367.318592 + Penalty 2452.251669 = -179915.066924
  nChanged 4
		SP:Iteration 36Q (27233.220000 sec): 3 clusters
  Score: Raw -182370.272358 + Penalty 2452.251669 = -179918.020690
  nChanged 6
		SP:Iteration 37Q (27233.380000 sec): 3 clusters
  Score: Raw -182373.434148 + Penalty 2452.251669 = -179921.182480
  nChanged 1
		SP:Iteration 38Q (27233.570000 sec): 3 clusters
  Score: Raw -182374.004731 + Penalty 2452.251669 = -179921.753063
  nChanged 0
		SP:Iteration 39F (27233.790000 sec): 3 clusters
  Score: Raw -182374.004731 + Penalty 2452.251669 = -179921.753063
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 58 (61787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27234.120000 sec): 2 clusters
  Score: Raw -6209093.405070 + Penalty 1792.610343 = -6207300.794727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27234.550000 sec): 3 clusters
  Score: Raw -6169504.532789 + Penalty 3585.220686 = -6165919.312103
  nChanged 29262
		SP:Iteration 1F (27234.990000 sec): 3 clusters
  Score: Raw -6186274.284290 + Penalty 3585.220686 = -6182689.063603
  nChanged 2277
		SP:Iteration 2Q (27235.500000 sec): 3 clusters
  Score: Raw -6186887.249365 + Penalty 3585.220686 = -6183302.028679
  nChanged 2484
		SP:Iteration 3Q (27235.920000 sec): 3 clusters
  Score: Raw -6187731.206619 + Penalty 3585.220686 = -6184145.985932
  nChanged 2976
		SP:Iteration 4Q (27236.440000 sec): 3 clusters
  Score: Raw -6189016.838728 + Penalty 3585.220686 = -6185431.618042
  nChanged 3633
		SP:Iteration 5F (27236.890000 sec): 3 clusters
  Score: Raw -6191029.397860 + Penalty 3585.220686 = -6187444.177174
  nChanged 4352
		SP:Iteration 6F (27237.380000 sec): 3 clusters
  Score: Raw -6194088.177005 + Penalty 3585.220686 = -6190502.956319
  nChanged 4805
		SP:Iteration 7F (27237.870000 sec): 3 clusters
  Score: Raw -6198140.707916 + Penalty 3585.220686 = -6194555.487230
  nChanged 4636
		SP:Iteration 8F (27238.400000 sec): 3 clusters
  Score: Raw -6202468.457087 + Penalty 3585.220686 = -6198883.236401
  nChanged 3459
		SP:Iteration 9F (27238.870000 sec): 3 clusters
  Score: Raw -6205726.244104 + Penalty 3585.220686 = -6202141.023418
  nChanged 2155
		SP:Iteration 10Q (27239.340000 sec): 3 clusters
  Score: Raw -6207667.679298 + Penalty 3585.220686 = -6204082.458612
  nChanged 1117
		SP:Iteration 11Q (27239.840000 sec): 3 clusters
  Score: Raw -6208574.299522 + Penalty 3585.220686 = -6204989.078836
  nChanged 560
		SP:Iteration 12Q (27240.220000 sec): 3 clusters
  Score: Raw -6208972.900624 + Penalty 3585.220686 = -6205387.679938
  nChanged 281
		SP:Iteration 13Q (27240.650000 sec): 3 clusters
  Score: Raw -6209163.438374 + Penalty 3585.220686 = -6205578.217687
  nChanged 151
		SP:Iteration 14Q (27241.050000 sec): 3 clusters
  Score: Raw -6209266.653082 + Penalty 3585.220686 = -6205681.432396
  nChanged 89
		SP:Iteration 15Q (27241.500000 sec): 3 clusters
  Score: Raw -6209320.543313 + Penalty 3585.220686 = -6205735.322627
  nChanged 56
		SP:Iteration 16Q (27241.960000 sec): 3 clusters
  Score: Raw -6209358.251893 + Penalty 3585.220686 = -6205773.031207
  nChanged 34
		SP:Iteration 17Q (27242.380000 sec): 3 clusters
  Score: Raw -6209378.316431 + Penalty 3585.220686 = -6205793.095745
  nChanged 24
		SP:Iteration 18Q (27242.810000 sec): 3 clusters
  Score: Raw -6209390.155453 + Penalty 3585.220686 = -6205804.934767
  nChanged 17
		SP:Iteration 19Q (27243.260000 sec): 3 clusters
  Score: Raw -6209402.717136 + Penalty 3585.220686 = -6205817.496450
  nChanged 19
		SP:Iteration 20F (27243.720000 sec): 3 clusters
  Score: Raw -6209413.034852 + Penalty 3585.220686 = -6205827.814165
  nChanged 11
		SP:Iteration 21Q (27244.110000 sec): 3 clusters
  Score: Raw -6209417.711207 + Penalty 3585.220686 = -6205832.490520
  nChanged 7
		SP:Iteration 22Q (27244.560000 sec): 3 clusters
  Score: Raw -6209420.237038 + Penalty 3585.220686 = -6205835.016352
  nChanged 3
		SP:Iteration 23Q (27244.980000 sec): 3 clusters
  Score: Raw -6209421.702562 + Penalty 3585.220686 = -6205836.481876
  nChanged 2
		SP:Iteration 24Q (27245.440000 sec): 3 clusters
  Score: Raw -6209422.440224 + Penalty 3585.220686 = -6205837.219538
  nChanged 1
		SP:Iteration 25Q (27245.860000 sec): 3 clusters
  Score: Raw -6209422.938124 + Penalty 3585.220686 = -6205837.717438
  nChanged 2
		SP:Iteration 26Q (27246.280000 sec): 3 clusters
  Score: Raw -6209424.553308 + Penalty 3585.220686 = -6205839.332622
  nChanged 3
		SP:Iteration 27Q (27246.720000 sec): 3 clusters
  Score: Raw -6209425.659543 + Penalty 3585.220686 = -6205840.438857
  nChanged 1
		SP:Iteration 28Q (27247.140000 sec): 3 clusters
  Score: Raw -6209426.240056 + Penalty 3585.220686 = -6205841.019370
  nChanged 2
		SP:Iteration 29Q (27247.590000 sec): 3 clusters
  Score: Raw -6209427.080041 + Penalty 3585.220686 = -6205841.859355
  nChanged 1
		SP:Iteration 30Q (27248.050000 sec): 3 clusters
  Score: Raw -6209427.260951 + Penalty 3585.220686 = -6205842.040265
  nChanged 0
		SP:Iteration 31F (27248.490000 sec): 3 clusters
  Score: Raw -6209427.260951 + Penalty 3585.220686 = -6205842.040265
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 59 (2448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27248.670000 sec): 2 clusters
  Score: Raw -223625.403666 + Penalty 1267.991830 = -222357.411837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27248.920000 sec): 3 clusters
  Score: Raw -222524.521456 + Penalty 2535.983659 = -219988.537797
  nChanged 905
		SP:Iteration 1F (27249.060000 sec): 3 clusters
  Score: Raw -223161.075227 + Penalty 2535.983659 = -220625.091568
  nChanged 216
		SP:Iteration 2F (27249.250000 sec): 3 clusters
  Score: Raw -223344.970651 + Penalty 2535.983659 = -220808.986992
  nChanged 135
		SP:Iteration 3F (27249.450000 sec): 3 clusters
  Score: Raw -223467.899929 + Penalty 2535.983659 = -220931.916270
  nChanged 113
		SP:Iteration 4Q (27249.630000 sec): 3 clusters
  Score: Raw -223545.317256 + Penalty 2535.983659 = -221009.333597
  nChanged 72
		SP:Iteration 5Q (27249.760000 sec): 3 clusters
  Score: Raw -223583.831736 + Penalty 2535.983659 = -221047.848077
  nChanged 42
		SP:Iteration 6Q (27249.950000 sec): 3 clusters
  Score: Raw -223597.770201 + Penalty 2535.983659 = -221061.786542
  nChanged 24
		SP:Iteration 7Q (27250.120000 sec): 3 clusters
  Score: Raw -223607.438035 + Penalty 2535.983659 = -221071.454376
  nChanged 22
		SP:Iteration 8Q (27250.310000 sec): 3 clusters
  Score: Raw -223613.914365 + Penalty 2535.983659 = -221077.930706
  nChanged 16
		SP:Iteration 9Q (27250.490000 sec): 3 clusters
  Score: Raw -223619.905355 + Penalty 2535.983659 = -221083.921696
  nChanged 14
		SP:Iteration 10Q (27250.690000 sec): 3 clusters
  Score: Raw -223626.662480 + Penalty 2535.983659 = -221090.678821
  nChanged 14
		SP:Iteration 11Q (27250.810000 sec): 3 clusters
  Score: Raw -223631.491223 + Penalty 2535.983659 = -221095.507564
  nChanged 15
		SP:Iteration 12Q (27251.010000 sec): 3 clusters
  Score: Raw -223638.703724 + Penalty 2535.983659 = -221102.720065
  nChanged 19
		SP:Iteration 13Q (27251.180000 sec): 3 clusters
  Score: Raw -223647.956089 + Penalty 2535.983659 = -221111.972430
  nChanged 25
		SP:Iteration 14Q (27251.370000 sec): 3 clusters
  Score: Raw -223658.665049 + Penalty 2535.983659 = -221122.681390
  nChanged 24
		SP:Iteration 15Q (27251.550000 sec): 3 clusters
  Score: Raw -223670.465007 + Penalty 2535.983659 = -221134.481348
  nChanged 14
		SP:Iteration 16Q (27251.740000 sec): 3 clusters
  Score: Raw -223678.093659 + Penalty 2535.983659 = -221142.110000
  nChanged 17
		SP:Iteration 17Q (27251.900000 sec): 3 clusters
  Score: Raw -223685.033619 + Penalty 2535.983659 = -221149.049959
  nChanged 18
		SP:Iteration 18Q (27252.090000 sec): 3 clusters
  Score: Raw -223692.916590 + Penalty 2535.983659 = -221156.932931
  nChanged 20
		SP:Iteration 19Q (27252.250000 sec): 3 clusters
  Score: Raw -223700.337571 + Penalty 2535.983659 = -221164.353912
  nChanged 12
		SP:Iteration 20F (27252.460000 sec): 3 clusters
  Score: Raw -223707.039843 + Penalty 2535.983659 = -221171.056183
  nChanged 14
		SP:Iteration 21Q (27252.600000 sec): 3 clusters
  Score: Raw -223712.591205 + Penalty 2535.983659 = -221176.607546
  nChanged 7
		SP:Iteration 22Q (27252.820000 sec): 3 clusters
  Score: Raw -223715.139578 + Penalty 2535.983659 = -221179.155918
  nChanged 12
		SP:Iteration 23Q (27252.940000 sec): 3 clusters
  Score: Raw -223719.384650 + Penalty 2535.983659 = -221183.400991
  nChanged 13
		SP:Iteration 24Q (27253.120000 sec): 3 clusters
  Score: Raw -223725.498497 + Penalty 2535.983659 = -221189.514838
  nChanged 24
		SP:Iteration 25Q (27253.290000 sec): 3 clusters
  Score: Raw -223738.063727 + Penalty 2535.983659 = -221202.080068
  nChanged 26
		SP:Iteration 26Q (27253.420000 sec): 3 clusters
  Score: Raw -223755.308652 + Penalty 2535.983659 = -221219.324993
  nChanged 28
		SP:Iteration 27Q (27253.580000 sec): 3 clusters
  Score: Raw -223767.269970 + Penalty 2535.983659 = -221231.286311
  nChanged 15
		SP:Iteration 28Q (27253.760000 sec): 3 clusters
  Score: Raw -223773.944710 + Penalty 2535.983659 = -221237.961050
  nChanged 15
		SP:Iteration 29Q (27253.940000 sec): 3 clusters
  Score: Raw -223781.936603 + Penalty 2535.983659 = -221245.952944
  nChanged 17
		SP:Iteration 30Q (27254.100000 sec): 3 clusters
  Score: Raw -223789.583567 + Penalty 2535.983659 = -221253.599908
  nChanged 16
		SP:Iteration 31Q (27254.260000 sec): 3 clusters
  Score: Raw -223797.643093 + Penalty 2535.983659 = -221261.659434
  nChanged 15
		SP:Iteration 32Q (27254.440000 sec): 3 clusters
  Score: Raw -223806.587912 + Penalty 2535.983659 = -221270.604253
  nChanged 15
		SP:Iteration 33Q (27254.550000 sec): 3 clusters
  Score: Raw -223814.265118 + Penalty 2535.983659 = -221278.281459
  nChanged 21
		SP:Iteration 34Q (27254.700000 sec): 3 clusters
  Score: Raw -223826.253638 + Penalty 2535.983659 = -221290.269979
  nChanged 20
		SP:Iteration 35Q (27254.870000 sec): 3 clusters
  Score: Raw -223839.540168 + Penalty 2535.983659 = -221303.556509
  nChanged 22
		SP:Iteration 36Q (27255.070000 sec): 3 clusters
  Score: Raw -223852.172960 + Penalty 2535.983659 = -221316.189301
  nChanged 24
		SP:Iteration 37Q (27255.220000 sec): 3 clusters
  Score: Raw -223864.794430 + Penalty 2535.983659 = -221328.810771
  nChanged 10
		SP:Iteration 38Q (27255.410000 sec): 3 clusters
  Score: Raw -223870.036360 + Penalty 2535.983659 = -221334.052700
  nChanged 11
		SP:Iteration 39Q (27255.550000 sec): 3 clusters
  Score: Raw -223875.046390 + Penalty 2535.983659 = -221339.062731
  nChanged 9
		SP:Iteration 40F (27255.700000 sec): 3 clusters
  Score: Raw -223878.445483 + Penalty 2535.983659 = -221342.461824
  nChanged 5
		SP:Iteration 41Q (27255.900000 sec): 3 clusters
  Score: Raw -223880.801849 + Penalty 2535.983659 = -221344.818190
  nChanged 6
		SP:Iteration 42Q (27256.090000 sec): 3 clusters
  Score: Raw -223885.480900 + Penalty 2535.983659 = -221349.497241
  nChanged 12
		SP:Iteration 43Q (27256.320000 sec): 3 clusters
  Score: Raw -223893.804346 + Penalty 2535.983659 = -221357.820687
  nChanged 11
		SP:Iteration 44Q (27256.510000 sec): 3 clusters
  Score: Raw -223901.867585 + Penalty 2535.983659 = -221365.883925
  nChanged 11
		SP:Iteration 45Q (27256.700000 sec): 3 clusters
  Score: Raw -223906.112074 + Penalty 2535.983659 = -221370.128415
  nChanged 5
		SP:Iteration 46Q (27256.890000 sec): 3 clusters
  Score: Raw -223908.390235 + Penalty 2535.983659 = -221372.406576
  nChanged 9
		SP:Iteration 47Q (27257.040000 sec): 3 clusters
  Score: Raw -223912.368016 + Penalty 2535.983659 = -221376.384357
  nChanged 5
		SP:Iteration 48Q (27257.250000 sec): 3 clusters
  Score: Raw -223915.016271 + Penalty 2535.983659 = -221379.032611
  nChanged 5
		SP:Iteration 49Q (27257.410000 sec): 3 clusters
  Score: Raw -223917.251459 + Penalty 2535.983659 = -221381.267800
  nChanged 3
		SP:Iteration 50Q (27257.620000 sec): 3 clusters
  Score: Raw -223918.172985 + Penalty 2535.983659 = -221382.189325
  nChanged 3
		SP:Iteration 51Q (27257.790000 sec): 3 clusters
  Score: Raw -223918.912598 + Penalty 2535.983659 = -221382.928939
  nChanged 1
		SP:Iteration 52Q (27257.970000 sec): 3 clusters
  Score: Raw -223919.547631 + Penalty 2535.983659 = -221383.563972
  nChanged 1
		SP:Iteration 53Q (27258.160000 sec): 3 clusters
  Score: Raw -223920.030163 + Penalty 2535.983659 = -221384.046503
  nChanged 1
		SP:Iteration 54Q (27258.360000 sec): 3 clusters
  Score: Raw -223920.330690 + Penalty 2535.983659 = -221384.347031
  nChanged 0
		SP:Iteration 55F (27258.540000 sec): 3 clusters
  Score: Raw -223920.330690 + Penalty 2535.983659 = -221384.347031
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 60 (2109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27258.620000 sec): 2 clusters
  Score: Raw -215251.387287 + Penalty 1243.769992 = -214007.617295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27258.850000 sec): 3 clusters
  Score: Raw -214344.177520 + Penalty 2487.539984 = -211856.637537
  nChanged 751
		SP:Iteration 1F (27259.060000 sec): 3 clusters
  Score: Raw -214797.309741 + Penalty 2487.539984 = -212309.769757
  nChanged 145
		SP:Iteration 2F (27259.210000 sec): 3 clusters
  Score: Raw -214888.777223 + Penalty 2487.539984 = -212401.237240
  nChanged 81
		SP:Iteration 3Q (27259.380000 sec): 3 clusters
  Score: Raw -214942.781623 + Penalty 2487.539984 = -212455.241639
  nChanged 60
		SP:Iteration 4Q (27259.580000 sec): 3 clusters
  Score: Raw -214983.598474 + Penalty 2487.539984 = -212496.058491
  nChanged 50
		SP:Iteration 5Q (27259.740000 sec): 3 clusters
  Score: Raw -215012.438254 + Penalty 2487.539984 = -212524.898270
  nChanged 39
		SP:Iteration 6Q (27259.930000 sec): 3 clusters
  Score: Raw -215033.206157 + Penalty 2487.539984 = -212545.666173
  nChanged 34
		SP:Iteration 7Q (27260.130000 sec): 3 clusters
  Score: Raw -215054.410828 + Penalty 2487.539984 = -212566.870844
  nChanged 30
		SP:Iteration 8Q (27260.320000 sec): 3 clusters
  Score: Raw -215070.520719 + Penalty 2487.539984 = -212582.980735
  nChanged 29
		SP:Iteration 9Q (27260.490000 sec): 3 clusters
  Score: Raw -215085.534352 + Penalty 2487.539984 = -212597.994368
  nChanged 25
		SP:Iteration 10Q (27260.670000 sec): 3 clusters
  Score: Raw -215100.285832 + Penalty 2487.539984 = -212612.745849
  nChanged 28
		SP:Iteration 11Q (27260.850000 sec): 3 clusters
  Score: Raw -215114.353251 + Penalty 2487.539984 = -212626.813267
  nChanged 27
		SP:Iteration 12Q (27261.060000 sec): 3 clusters
  Score: Raw -215130.868041 + Penalty 2487.539984 = -212643.328057
  nChanged 23
		SP:Iteration 13Q (27261.270000 sec): 3 clusters
  Score: Raw -215140.141895 + Penalty 2487.539984 = -212652.601911
  nChanged 12
		SP:Iteration 14Q (27261.440000 sec): 3 clusters
  Score: Raw -215145.892302 + Penalty 2487.539984 = -212658.352319
  nChanged 9
		SP:Iteration 15Q (27261.660000 sec): 3 clusters
  Score: Raw -215150.555512 + Penalty 2487.539984 = -212663.015528
  nChanged 13
		SP:Iteration 16Q (27261.910000 sec): 3 clusters
  Score: Raw -215157.035108 + Penalty 2487.539984 = -212669.495124
  nChanged 14
		SP:Iteration 17Q (27262.100000 sec): 3 clusters
  Score: Raw -215164.260451 + Penalty 2487.539984 = -212676.720467
  nChanged 11
		SP:Iteration 18Q (27262.280000 sec): 3 clusters
  Score: Raw -215170.493906 + Penalty 2487.539984 = -212682.953922
  nChanged 8
		SP:Iteration 19Q (27262.440000 sec): 3 clusters
  Score: Raw -215174.823419 + Penalty 2487.539984 = -212687.283436
  nChanged 8
		SP:Iteration 20F (27262.620000 sec): 3 clusters
  Score: Raw -215178.608297 + Penalty 2487.539984 = -212691.068313
  nChanged 11
		SP:Iteration 21Q (27262.810000 sec): 3 clusters
  Score: Raw -215182.452275 + Penalty 2487.539984 = -212694.912292
  nChanged 2
		SP:Iteration 22Q (27263.010000 sec): 3 clusters
  Score: Raw -215183.174857 + Penalty 2487.539984 = -212695.634873
  nChanged 3
		SP:Iteration 23Q (27263.200000 sec): 3 clusters
  Score: Raw -215184.780617 + Penalty 2487.539984 = -212697.240633
  nChanged 3
		SP:Iteration 24Q (27263.410000 sec): 3 clusters
  Score: Raw -215185.807995 + Penalty 2487.539984 = -212698.268011
  nChanged 1
		SP:Iteration 25Q (27263.580000 sec): 3 clusters
  Score: Raw -215186.516275 + Penalty 2487.539984 = -212698.976291
  nChanged 2
		SP:Iteration 26Q (27263.820000 sec): 3 clusters
  Score: Raw -215187.529859 + Penalty 2487.539984 = -212699.989875
  nChanged 4
		SP:Iteration 27Q (27263.980000 sec): 3 clusters
  Score: Raw -215189.085058 + Penalty 2487.539984 = -212701.545074
  nChanged 5
		SP:Iteration 28Q (27264.190000 sec): 3 clusters
  Score: Raw -215192.133062 + Penalty 2487.539984 = -212704.593078
  nChanged 6
		SP:Iteration 29Q (27264.380000 sec): 3 clusters
  Score: Raw -215193.523052 + Penalty 2487.539984 = -212705.983069
  nChanged 1
		SP:Iteration 30Q (27264.600000 sec): 3 clusters
  Score: Raw -215193.866764 + Penalty 2487.539984 = -212706.326781
  nChanged 0
		SP:Iteration 31F (27264.780000 sec): 3 clusters
  Score: Raw -215193.866764 + Penalty 2487.539984 = -212706.326781
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 61 (1308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27264.920000 sec): 2 clusters
  Score: Raw -111964.232165 + Penalty 1166.141361 = -110798.090803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27265.090000 sec): 3 clusters
  Score: Raw -111500.717408 + Penalty 2332.282723 = -109168.434685
  nChanged 451
		SP:Iteration 1F (27265.280000 sec): 3 clusters
  Score: Raw -111910.389785 + Penalty 2332.282723 = -109578.107062
  nChanged 142
		SP:Iteration 2F (27265.440000 sec): 3 clusters
  Score: Raw -112120.120202 + Penalty 2332.282723 = -109787.837479
  nChanged 89
		SP:Iteration 3F (27265.590000 sec): 3 clusters
  Score: Raw -112240.399473 + Penalty 2332.282723 = -109908.116750
  nChanged 72
		SP:Iteration 4F (27265.780000 sec): 3 clusters
  Score: Raw -112323.475728 + Penalty 2332.282723 = -109991.193005
  nChanged 64
		SP:Iteration 5Q (27265.980000 sec): 3 clusters
  Score: Raw -112394.281030 + Penalty 2332.282723 = -110061.998307
  nChanged 46
		SP:Iteration 6Q (27266.140000 sec): 3 clusters
  Score: Raw -112457.912941 + Penalty 2332.282723 = -110125.630218
  nChanged 29
		SP:Iteration 7Q (27266.350000 sec): 3 clusters
  Score: Raw -112509.742810 + Penalty 2332.282723 = -110177.460087
  nChanged 28
		SP:Iteration 8Q (27266.560000 sec): 3 clusters
  Score: Raw -112567.151901 + Penalty 2332.282723 = -110234.869178
  nChanged 23
		SP:Iteration 9Q (27266.720000 sec): 3 clusters
  Score: Raw -112592.607231 + Penalty 2332.282723 = -110260.324508
  nChanged 18
		SP:Iteration 10Q (27266.920000 sec): 3 clusters
  Score: Raw -112609.788534 + Penalty 2332.282723 = -110277.505811
  nChanged 9
		SP:Iteration 11Q (27267.140000 sec): 3 clusters
  Score: Raw -112617.110387 + Penalty 2332.282723 = -110284.827664
  nChanged 6
		SP:Iteration 12Q (27267.330000 sec): 3 clusters
  Score: Raw -112621.391245 + Penalty 2332.282723 = -110289.108522
  nChanged 3
		SP:Iteration 13Q (27267.520000 sec): 3 clusters
  Score: Raw -112623.831517 + Penalty 2332.282723 = -110291.548794
  nChanged 5
		SP:Iteration 14Q (27267.700000 sec): 3 clusters
  Score: Raw -112629.950362 + Penalty 2332.282723 = -110297.667639
  nChanged 7
		SP:Iteration 15Q (27267.870000 sec): 3 clusters
  Score: Raw -112639.230664 + Penalty 2332.282723 = -110306.947941
  nChanged 8
		SP:Iteration 16Q (27268.080000 sec): 3 clusters
  Score: Raw -112648.324243 + Penalty 2332.282723 = -110316.041520
  nChanged 2
		SP:Iteration 17Q (27268.250000 sec): 3 clusters
  Score: Raw -112649.663505 + Penalty 2332.282723 = -110317.380782
  nChanged 1
		SP:Iteration 18Q (27268.460000 sec): 3 clusters
  Score: Raw -112650.345040 + Penalty 2332.282723 = -110318.062317
  nChanged 0
		SP:Iteration 19F (27268.600000 sec): 3 clusters
  Score: Raw -112650.345040 + Penalty 2332.282723 = -110318.062317
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 62 (5198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27268.730000 sec): 2 clusters
  Score: Raw -489580.829266 + Penalty 1390.354747 = -488190.474519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27268.960000 sec): 3 clusters
  Score: Raw -486880.349869 + Penalty 2780.709495 = -484099.640374
  nChanged 2128
		SP:Iteration 1F (27269.180000 sec): 3 clusters
  Score: Raw -488074.164997 + Penalty 2780.709495 = -485293.455502
  nChanged 401
		SP:Iteration 2F (27269.390000 sec): 3 clusters
  Score: Raw -488332.680068 + Penalty 2780.709495 = -485551.970573
  nChanged 305
		SP:Iteration 3F (27269.610000 sec): 3 clusters
  Score: Raw -488502.101860 + Penalty 2780.709495 = -485721.392365
  nChanged 254
		SP:Iteration 4Q (27269.810000 sec): 3 clusters
  Score: Raw -488641.413530 + Penalty 2780.709495 = -485860.704035
  nChanged 206
		SP:Iteration 5Q (27270.050000 sec): 3 clusters
  Score: Raw -488757.927865 + Penalty 2780.709495 = -485977.218370
  nChanged 192
		SP:Iteration 6Q (27270.310000 sec): 3 clusters
  Score: Raw -488863.064303 + Penalty 2780.709495 = -486082.354808
  nChanged 175
		SP:Iteration 7Q (27270.520000 sec): 3 clusters
  Score: Raw -488943.220742 + Penalty 2780.709495 = -486162.511247
  nChanged 148
		SP:Iteration 8Q (27270.710000 sec): 3 clusters
  Score: Raw -489008.423901 + Penalty 2780.709495 = -486227.714406
  nChanged 121
		SP:Iteration 9Q (27270.930000 sec): 3 clusters
  Score: Raw -489061.708481 + Penalty 2780.709495 = -486280.998986
  nChanged 115
		SP:Iteration 10Q (27271.100000 sec): 3 clusters
  Score: Raw -489118.873505 + Penalty 2780.709495 = -486338.164010
  nChanged 124
		SP:Iteration 11Q (27271.310000 sec): 3 clusters
  Score: Raw -489182.134662 + Penalty 2780.709495 = -486401.425167
  nChanged 131
		SP:Iteration 12Q (27271.520000 sec): 3 clusters
  Score: Raw -489257.645005 + Penalty 2780.709495 = -486476.935510
  nChanged 144
		SP:Iteration 13Q (27271.760000 sec): 3 clusters
  Score: Raw -489342.632168 + Penalty 2780.709495 = -486561.922673
  nChanged 134
		SP:Iteration 14Q (27271.970000 sec): 3 clusters
  Score: Raw -489415.438023 + Penalty 2780.709495 = -486634.728528
  nChanged 117
		SP:Iteration 15Q (27272.180000 sec): 3 clusters
  Score: Raw -489479.214916 + Penalty 2780.709495 = -486698.505421
  nChanged 115
		SP:Iteration 16Q (27272.350000 sec): 3 clusters
  Score: Raw -489541.121894 + Penalty 2780.709495 = -486760.412399
  nChanged 98
		SP:Iteration 17Q (27272.570000 sec): 3 clusters
  Score: Raw -489595.747161 + Penalty 2780.709495 = -486815.037666
  nChanged 98
		SP:Iteration 18Q (27272.780000 sec): 3 clusters
  Score: Raw -489649.587153 + Penalty 2780.709495 = -486868.877658
  nChanged 82
		SP:Iteration 19Q (27273.000000 sec): 3 clusters
  Score: Raw -489693.388646 + Penalty 2780.709495 = -486912.679151
  nChanged 62
		SP:Iteration 20F (27273.170000 sec): 3 clusters
  Score: Raw -489725.499814 + Penalty 2780.709495 = -486944.790319
  nChanged 62
		SP:Iteration 21Q (27273.350000 sec): 3 clusters
  Score: Raw -489754.722713 + Penalty 2780.709495 = -486974.013218
  nChanged 43
		SP:Iteration 22Q (27273.550000 sec): 3 clusters
  Score: Raw -489773.446894 + Penalty 2780.709495 = -486992.737399
  nChanged 43
		SP:Iteration 23Q (27273.730000 sec): 3 clusters
  Score: Raw -489793.414165 + Penalty 2780.709495 = -487012.704670
  nChanged 44
		SP:Iteration 24Q (27273.950000 sec): 3 clusters
  Score: Raw -489817.067808 + Penalty 2780.709495 = -487036.358313
  nChanged 40
		SP:Iteration 25Q (27274.130000 sec): 3 clusters
  Score: Raw -489838.754309 + Penalty 2780.709495 = -487058.044814
  nChanged 40
		SP:Iteration 26Q (27274.350000 sec): 3 clusters
  Score: Raw -489860.714617 + Penalty 2780.709495 = -487080.005122
  nChanged 42
		SP:Iteration 27Q (27274.530000 sec): 3 clusters
  Score: Raw -489886.997989 + Penalty 2780.709495 = -487106.288494
  nChanged 36
		SP:Iteration 28Q (27274.760000 sec): 3 clusters
  Score: Raw -489909.480085 + Penalty 2780.709495 = -487128.770590
  nChanged 32
		SP:Iteration 29Q (27274.950000 sec): 3 clusters
  Score: Raw -489926.986759 + Penalty 2780.709495 = -487146.277264
  nChanged 19
		SP:Iteration 30Q (27275.110000 sec): 3 clusters
  Score: Raw -489939.082699 + Penalty 2780.709495 = -487158.373204
  nChanged 13
		SP:Iteration 31Q (27275.310000 sec): 3 clusters
  Score: Raw -489946.039990 + Penalty 2780.709495 = -487165.330495
  nChanged 13
		SP:Iteration 32Q (27275.510000 sec): 3 clusters
  Score: Raw -489954.618149 + Penalty 2780.709495 = -487173.908654
  nChanged 10
		SP:Iteration 33Q (27275.670000 sec): 3 clusters
  Score: Raw -489960.365510 + Penalty 2780.709495 = -487179.656015
  nChanged 11
		SP:Iteration 34Q (27275.890000 sec): 3 clusters
  Score: Raw -489966.212951 + Penalty 2780.709495 = -487185.503456
  nChanged 10
		SP:Iteration 35Q (27276.040000 sec): 3 clusters
  Score: Raw -489972.325369 + Penalty 2780.709495 = -487191.615874
  nChanged 5
		SP:Iteration 36Q (27276.300000 sec): 3 clusters
  Score: Raw -489974.854853 + Penalty 2780.709495 = -487194.145358
  nChanged 1
		SP:Iteration 37Q (27276.500000 sec): 3 clusters
  Score: Raw -489975.064436 + Penalty 2780.709495 = -487194.354941
  nChanged 0
		SP:Iteration 38F (27276.740000 sec): 3 clusters
  Score: Raw -489975.064436 + Penalty 2780.709495 = -487194.354941
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 63 (111679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27277.310000 sec): 2 clusters
  Score: Raw -11648775.829226 + Penalty 1888.799894 = -11646887.029332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27278.120000 sec): 3 clusters
  Score: Raw -11575988.162073 + Penalty 3777.599788 = -11572210.562285
  nChanged 53544
		SP:Iteration 1F (27278.900000 sec): 3 clusters
  Score: Raw -11608377.547590 + Penalty 3777.599788 = -11604599.947802
  nChanged 5222
		SP:Iteration 2Q (27279.840000 sec): 3 clusters
  Score: Raw -11610513.383010 + Penalty 3777.599788 = -11606735.783222
  nChanged 6234
		SP:Iteration 3F (27280.490000 sec): 3 clusters
  Score: Raw -11613670.000350 + Penalty 3777.599788 = -11609892.400562
  nChanged 7343
		SP:Iteration 4F (27281.250000 sec): 3 clusters
  Score: Raw -11618144.391216 + Penalty 3777.599788 = -11614366.791428
  nChanged 7877
		SP:Iteration 5F (27281.980000 sec): 3 clusters
  Score: Raw -11623651.143436 + Penalty 3777.599788 = -11619873.543648
  nChanged 7316
		SP:Iteration 6F (27282.780000 sec): 3 clusters
  Score: Raw -11629460.366269 + Penalty 3777.599788 = -11625682.766481
  nChanged 6240
		SP:Iteration 7F (27283.420000 sec): 3 clusters
  Score: Raw -11635042.539569 + Penalty 3777.599788 = -11631264.939781
  nChanged 4544
		SP:Iteration 8Q (27284.100000 sec): 3 clusters
  Score: Raw -11639105.042660 + Penalty 3777.599788 = -11635327.442872
  nChanged 3310
		SP:Iteration 9Q (27284.780000 sec): 3 clusters
  Score: Raw -11641498.140249 + Penalty 3777.599788 = -11637720.540460
  nChanged 2331
		SP:Iteration 10Q (27285.510000 sec): 3 clusters
  Score: Raw -11642911.395972 + Penalty 3777.599788 = -11639133.796184
  nChanged 1827
		SP:Iteration 11Q (27286.120000 sec): 3 clusters
  Score: Raw -11643909.295891 + Penalty 3777.599788 = -11640131.696102
  nChanged 1556
		SP:Iteration 12Q (27286.760000 sec): 3 clusters
  Score: Raw -11644719.983192 + Penalty 3777.599788 = -11640942.383404
  nChanged 1376
		SP:Iteration 13Q (27287.390000 sec): 3 clusters
  Score: Raw -11645412.313325 + Penalty 3777.599788 = -11641634.713537
  nChanged 1240
		SP:Iteration 14Q (27288.050000 sec): 3 clusters
  Score: Raw -11646029.563074 + Penalty 3777.599788 = -11642251.963286
  nChanged 1067
		SP:Iteration 15Q (27288.720000 sec): 3 clusters
  Score: Raw -11646551.705802 + Penalty 3777.599788 = -11642774.106014
  nChanged 942
		SP:Iteration 16Q (27289.330000 sec): 3 clusters
  Score: Raw -11647004.575478 + Penalty 3777.599788 = -11643226.975690
  nChanged 792
		SP:Iteration 17Q (27290.090000 sec): 3 clusters
  Score: Raw -11647395.305306 + Penalty 3777.599788 = -11643617.705517
  nChanged 697
		SP:Iteration 18Q (27290.780000 sec): 3 clusters
  Score: Raw -11647731.464737 + Penalty 3777.599788 = -11643953.864949
  nChanged 603
		SP:Iteration 19Q (27291.400000 sec): 3 clusters
  Score: Raw -11648014.368103 + Penalty 3777.599788 = -11644236.768315
  nChanged 513
		SP:Iteration 20F (27292.120000 sec): 3 clusters
  Score: Raw -11648245.577357 + Penalty 3777.599788 = -11644467.977569
  nChanged 395
		SP:Iteration 21Q (27292.780000 sec): 3 clusters
  Score: Raw -11648422.716685 + Penalty 3777.599788 = -11644645.116897
  nChanged 339
		SP:Iteration 22Q (27293.380000 sec): 3 clusters
  Score: Raw -11648567.395803 + Penalty 3777.599788 = -11644789.796015
  nChanged 298
		SP:Iteration 23Q (27293.930000 sec): 3 clusters
  Score: Raw -11648696.332962 + Penalty 3777.599788 = -11644918.733174
  nChanged 250
		SP:Iteration 24Q (27294.580000 sec): 3 clusters
  Score: Raw -11648806.260519 + Penalty 3777.599788 = -11645028.660731
  nChanged 222
		SP:Iteration 25Q (27295.280000 sec): 3 clusters
  Score: Raw -11648899.910623 + Penalty 3777.599788 = -11645122.310835
  nChanged 178
		SP:Iteration 26Q (27295.850000 sec): 3 clusters
  Score: Raw -11648962.958096 + Penalty 3777.599788 = -11645185.358308
  nChanged 150
		SP:Iteration 27Q (27296.410000 sec): 3 clusters
  Score: Raw -11649014.652487 + Penalty 3777.599788 = -11645237.052699
  nChanged 126
		SP:Iteration 28Q (27297.010000 sec): 3 clusters
  Score: Raw -11649059.629168 + Penalty 3777.599788 = -11645282.029380
  nChanged 126
		SP:Iteration 29Q (27297.640000 sec): 3 clusters
  Score: Raw -11649099.329382 + Penalty 3777.599788 = -11645321.729594
  nChanged 113
		SP:Iteration 30Q (27298.280000 sec): 3 clusters
  Score: Raw -11649135.308848 + Penalty 3777.599788 = -11645357.709059
  nChanged 91
		SP:Iteration 31Q (27298.900000 sec): 3 clusters
  Score: Raw -11649162.975212 + Penalty 3777.599788 = -11645385.375423
  nChanged 75
		SP:Iteration 32Q (27299.480000 sec): 3 clusters
  Score: Raw -11649187.757523 + Penalty 3777.599788 = -11645410.157735
  nChanged 72
		SP:Iteration 33Q (27300.160000 sec): 3 clusters
  Score: Raw -11649212.346666 + Penalty 3777.599788 = -11645434.746878
  nChanged 53
		SP:Iteration 34Q (27300.850000 sec): 3 clusters
  Score: Raw -11649228.364024 + Penalty 3777.599788 = -11645450.764236
  nChanged 45
		SP:Iteration 35Q (27301.520000 sec): 3 clusters
  Score: Raw -11649239.120681 + Penalty 3777.599788 = -11645461.520893
  nChanged 34
		SP:Iteration 36Q (27302.200000 sec): 3 clusters
  Score: Raw -11649247.565300 + Penalty 3777.599788 = -11645469.965512
  nChanged 31
		SP:Iteration 37Q (27302.980000 sec): 3 clusters
  Score: Raw -11649255.099742 + Penalty 3777.599788 = -11645477.499954
  nChanged 38
		SP:Iteration 38Q (27303.690000 sec): 3 clusters
  Score: Raw -11649266.335704 + Penalty 3777.599788 = -11645488.735916
  nChanged 33
		SP:Iteration 39Q (27304.370000 sec): 3 clusters
  Score: Raw -11649275.693786 + Penalty 3777.599788 = -11645498.093998
  nChanged 34
		SP:Iteration 40F (27305.090000 sec): 3 clusters
  Score: Raw -11649284.733660 + Penalty 3777.599788 = -11645507.133872
  nChanged 26
		SP:Iteration 41Q (27305.750000 sec): 3 clusters
  Score: Raw -11649292.026449 + Penalty 3777.599788 = -11645514.426660
  nChanged 23
		SP:Iteration 42Q (27306.500000 sec): 3 clusters
  Score: Raw -11649297.688180 + Penalty 3777.599788 = -11645520.088391
  nChanged 24
		SP:Iteration 43Q (27307.110000 sec): 3 clusters
  Score: Raw -11649303.261279 + Penalty 3777.599788 = -11645525.661491
  nChanged 25
		SP:Iteration 44Q (27307.640000 sec): 3 clusters
  Score: Raw -11649308.795722 + Penalty 3777.599788 = -11645531.195934
  nChanged 20
		SP:Iteration 45Q (27308.270000 sec): 3 clusters
  Score: Raw -11649313.669393 + Penalty 3777.599788 = -11645536.069605
  nChanged 20
		SP:Iteration 46Q (27308.900000 sec): 3 clusters
  Score: Raw -11649318.249008 + Penalty 3777.599788 = -11645540.649220
  nChanged 12
		SP:Iteration 47Q (27309.500000 sec): 3 clusters
  Score: Raw -11649321.081711 + Penalty 3777.599788 = -11645543.481922
  nChanged 18
		SP:Iteration 48Q (27310.160000 sec): 3 clusters
  Score: Raw -11649325.349622 + Penalty 3777.599788 = -11645547.749834
  nChanged 17
		SP:Iteration 49Q (27310.840000 sec): 3 clusters
  Score: Raw -11649329.250032 + Penalty 3777.599788 = -11645551.650243
  nChanged 17
		SP:Iteration 50Q (27311.470000 sec): 3 clusters
  Score: Raw -11649332.838626 + Penalty 3777.599788 = -11645555.238838
  nChanged 20
		SP:Iteration 51Q (27312.140000 sec): 3 clusters
  Score: Raw -11649337.690434 + Penalty 3777.599788 = -11645560.090645
  nChanged 18
		SP:Iteration 52Q (27312.770000 sec): 3 clusters
  Score: Raw -11649341.437093 + Penalty 3777.599788 = -11645563.837305
  nChanged 12
		SP:Iteration 53Q (27313.350000 sec): 3 clusters
  Score: Raw -11649344.117791 + Penalty 3777.599788 = -11645566.518003
  nChanged 8
		SP:Iteration 54Q (27314.000000 sec): 3 clusters
  Score: Raw -11649345.716724 + Penalty 3777.599788 = -11645568.116936
  nChanged 7
		SP:Iteration 55Q (27314.540000 sec): 3 clusters
  Score: Raw -11649347.023681 + Penalty 3777.599788 = -11645569.423893
  nChanged 4
		SP:Iteration 56Q (27315.250000 sec): 3 clusters
  Score: Raw -11649347.682404 + Penalty 3777.599788 = -11645570.082616
  nChanged 1
		SP:Iteration 57Q (27315.760000 sec): 3 clusters
  Score: Raw -11649347.763974 + Penalty 3777.599788 = -11645570.164186
  nChanged 0
		SP:Iteration 58F (27316.400000 sec): 3 clusters
  Score: Raw -11649347.763974 + Penalty 3777.599788 = -11645570.164186
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 64 (9311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27316.550000 sec): 2 clusters
  Score: Raw -1003747.942355 + Penalty 1485.079664 = -1002262.862692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27316.770000 sec): 3 clusters
  Score: Raw -998532.608550 + Penalty 2970.159327 = -995562.449223
  nChanged 3989
		SP:Iteration 1F (27316.990000 sec): 3 clusters
  Score: Raw -1000614.394102 + Penalty 2970.159327 = -997644.234774
  nChanged 545
		SP:Iteration 2F (27317.180000 sec): 3 clusters
  Score: Raw -1000815.804628 + Penalty 2970.159327 = -997845.645301
  nChanged 421
		SP:Iteration 3Q (27317.400000 sec): 3 clusters
  Score: Raw -1000982.009615 + Penalty 2970.159327 = -998011.850288
  nChanged 416
		SP:Iteration 4Q (27317.620000 sec): 3 clusters
  Score: Raw -1001158.292529 + Penalty 2970.159327 = -998188.133202
  nChanged 400
		SP:Iteration 5Q (27317.850000 sec): 3 clusters
  Score: Raw -1001337.827950 + Penalty 2970.159327 = -998367.668623
  nChanged 424
		SP:Iteration 6Q (27318.080000 sec): 3 clusters
  Score: Raw -1001544.747740 + Penalty 2970.159327 = -998574.588413
  nChanged 448
		SP:Iteration 7Q (27318.260000 sec): 3 clusters
  Score: Raw -1001804.143197 + Penalty 2970.159327 = -998833.983870
  nChanged 514
		SP:Iteration 8F (27318.440000 sec): 3 clusters
  Score: Raw -1002147.683736 + Penalty 2970.159327 = -999177.524408
  nChanged 485
		SP:Iteration 9F (27318.650000 sec): 3 clusters
  Score: Raw -1002483.722413 + Penalty 2970.159327 = -999513.563086
  nChanged 450
		SP:Iteration 10Q (27318.860000 sec): 3 clusters
  Score: Raw -1002808.416119 + Penalty 2970.159327 = -999838.256791
  nChanged 372
		SP:Iteration 11Q (27319.050000 sec): 3 clusters
  Score: Raw -1003096.172949 + Penalty 2970.159327 = -1000126.013622
  nChanged 306
		SP:Iteration 12Q (27319.280000 sec): 3 clusters
  Score: Raw -1003360.950840 + Penalty 2970.159327 = -1000390.791512
  nChanged 208
		SP:Iteration 13Q (27319.500000 sec): 3 clusters
  Score: Raw -1003563.342518 + Penalty 2970.159327 = -1000593.183191
  nChanged 123
		SP:Iteration 14Q (27319.700000 sec): 3 clusters
  Score: Raw -1003698.420306 + Penalty 2970.159327 = -1000728.260979
  nChanged 77
		SP:Iteration 15Q (27319.940000 sec): 3 clusters
  Score: Raw -1003780.163419 + Penalty 2970.159327 = -1000810.004092
  nChanged 47
		SP:Iteration 16Q (27320.200000 sec): 3 clusters
  Score: Raw -1003828.252791 + Penalty 2970.159327 = -1000858.093464
  nChanged 39
		SP:Iteration 17Q (27320.400000 sec): 3 clusters
  Score: Raw -1003872.562603 + Penalty 2970.159327 = -1000902.403276
  nChanged 25
		SP:Iteration 18Q (27320.650000 sec): 3 clusters
  Score: Raw -1003902.919042 + Penalty 2970.159327 = -1000932.759715
  nChanged 14
		SP:Iteration 19Q (27320.850000 sec): 3 clusters
  Score: Raw -1003921.108356 + Penalty 2970.159327 = -1000950.949029
  nChanged 14
		SP:Iteration 20F (27321.110000 sec): 3 clusters
  Score: Raw -1003937.385533 + Penalty 2970.159327 = -1000967.226205
  nChanged 14
		SP:Iteration 21Q (27321.310000 sec): 3 clusters
  Score: Raw -1003956.078762 + Penalty 2970.159327 = -1000985.919435
  nChanged 8
		SP:Iteration 22Q (27321.530000 sec): 3 clusters
  Score: Raw -1003967.048666 + Penalty 2970.159327 = -1000996.889338
  nChanged 4
		SP:Iteration 23Q (27321.730000 sec): 3 clusters
  Score: Raw -1003973.156594 + Penalty 2970.159327 = -1001002.997266
  nChanged 4
		SP:Iteration 24Q (27321.970000 sec): 3 clusters
  Score: Raw -1003976.778911 + Penalty 2970.159327 = -1001006.619584
  nChanged 2
		SP:Iteration 25Q (27322.200000 sec): 3 clusters
  Score: Raw -1003978.794729 + Penalty 2970.159327 = -1001008.635402
  nChanged 0
		SP:Iteration 26F (27322.420000 sec): 3 clusters
  Score: Raw -1003978.794729 + Penalty 2970.159327 = -1001008.635402
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 65 (12110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27322.570000 sec): 2 clusters
  Score: Raw -1276525.306703 + Penalty 1527.790361 = -1274997.516342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27322.830000 sec): 3 clusters
  Score: Raw -1269502.491542 + Penalty 3055.580722 = -1266446.910820
  nChanged 5294
		SP:Iteration 1F (27323.010000 sec): 3 clusters
  Score: Raw -1272535.919625 + Penalty 3055.580722 = -1269480.338904
  nChanged 802
		SP:Iteration 2F (27323.260000 sec): 3 clusters
  Score: Raw -1272987.679606 + Penalty 3055.580722 = -1269932.098884
  nChanged 743
		SP:Iteration 3F (27323.460000 sec): 3 clusters
  Score: Raw -1273417.631312 + Penalty 3055.580722 = -1270362.050590
  nChanged 756
		SP:Iteration 4F (27323.670000 sec): 3 clusters
  Score: Raw -1273901.888145 + Penalty 3055.580722 = -1270846.307423
  nChanged 754
		SP:Iteration 5F (27323.910000 sec): 3 clusters
  Score: Raw -1274423.508778 + Penalty 3055.580722 = -1271367.928056
  nChanged 717
		SP:Iteration 6F (27324.140000 sec): 3 clusters
  Score: Raw -1274949.153619 + Penalty 3055.580722 = -1271893.572898
  nChanged 622
		SP:Iteration 7F (27324.370000 sec): 3 clusters
  Score: Raw -1275415.239274 + Penalty 3055.580722 = -1272359.658552
  nChanged 499
		SP:Iteration 8Q (27324.620000 sec): 3 clusters
  Score: Raw -1275791.392330 + Penalty 3055.580722 = -1272735.811608
  nChanged 414
		SP:Iteration 9Q (27324.860000 sec): 3 clusters
  Score: Raw -1276077.857346 + Penalty 3055.580722 = -1273022.276624
  nChanged 272
		SP:Iteration 10Q (27325.110000 sec): 3 clusters
  Score: Raw -1276269.242789 + Penalty 3055.580722 = -1273213.662067
  nChanged 203
		SP:Iteration 11Q (27325.330000 sec): 3 clusters
  Score: Raw -1276405.603961 + Penalty 3055.580722 = -1273350.023239
  nChanged 162
		SP:Iteration 12Q (27325.580000 sec): 3 clusters
  Score: Raw -1276523.106144 + Penalty 3055.580722 = -1273467.525422
  nChanged 121
		SP:Iteration 13Q (27325.790000 sec): 3 clusters
  Score: Raw -1276595.645939 + Penalty 3055.580722 = -1273540.065217
  nChanged 92
		SP:Iteration 14Q (27326.000000 sec): 3 clusters
  Score: Raw -1276647.703887 + Penalty 3055.580722 = -1273592.123165
  nChanged 83
		SP:Iteration 15Q (27326.230000 sec): 3 clusters
  Score: Raw -1276698.419560 + Penalty 3055.580722 = -1273642.838838
  nChanged 62
		SP:Iteration 16Q (27326.470000 sec): 3 clusters
  Score: Raw -1276732.461387 + Penalty 3055.580722 = -1273676.880665
  nChanged 57
		SP:Iteration 17Q (27326.670000 sec): 3 clusters
  Score: Raw -1276760.469214 + Penalty 3055.580722 = -1273704.888492
  nChanged 49
		SP:Iteration 18Q (27326.930000 sec): 3 clusters
  Score: Raw -1276786.643983 + Penalty 3055.580722 = -1273731.063261
  nChanged 43
		SP:Iteration 19Q (27327.130000 sec): 3 clusters
  Score: Raw -1276806.911724 + Penalty 3055.580722 = -1273751.331002
  nChanged 29
		SP:Iteration 20F (27327.360000 sec): 3 clusters
  Score: Raw -1276819.817798 + Penalty 3055.580722 = -1273764.237076
  nChanged 26
		SP:Iteration 21Q (27327.580000 sec): 3 clusters
  Score: Raw -1276831.995019 + Penalty 3055.580722 = -1273776.414297
  nChanged 21
		SP:Iteration 22Q (27327.820000 sec): 3 clusters
  Score: Raw -1276838.905027 + Penalty 3055.580722 = -1273783.324305
  nChanged 11
		SP:Iteration 23Q (27328.060000 sec): 3 clusters
  Score: Raw -1276844.466333 + Penalty 3055.580722 = -1273788.885611
  nChanged 12
		SP:Iteration 24Q (27328.290000 sec): 3 clusters
  Score: Raw -1276849.809961 + Penalty 3055.580722 = -1273794.229239
  nChanged 16
		SP:Iteration 25Q (27328.510000 sec): 3 clusters
  Score: Raw -1276854.990155 + Penalty 3055.580722 = -1273799.409433
  nChanged 10
		SP:Iteration 26Q (27328.690000 sec): 3 clusters
  Score: Raw -1276857.138287 + Penalty 3055.580722 = -1273801.557565
  nChanged 2
		SP:Iteration 27Q (27328.920000 sec): 3 clusters
  Score: Raw -1276857.540503 + Penalty 3055.580722 = -1273801.959781
  nChanged 4
		SP:Iteration 28Q (27329.120000 sec): 3 clusters
  Score: Raw -1276859.191046 + Penalty 3055.580722 = -1273803.610324
  nChanged 4
		SP:Iteration 29Q (27329.360000 sec): 3 clusters
  Score: Raw -1276860.292209 + Penalty 3055.580722 = -1273804.711487
  nChanged 6
		SP:Iteration 30Q (27329.580000 sec): 3 clusters
  Score: Raw -1276862.612365 + Penalty 3055.580722 = -1273807.031643
  nChanged 5
		SP:Iteration 31Q (27329.810000 sec): 3 clusters
  Score: Raw -1276864.181328 + Penalty 3055.580722 = -1273808.600606
  nChanged 5
		SP:Iteration 32Q (27330.060000 sec): 3 clusters
  Score: Raw -1276866.098255 + Penalty 3055.580722 = -1273810.517533
  nChanged 4
		SP:Iteration 33Q (27330.230000 sec): 3 clusters
  Score: Raw -1276867.487580 + Penalty 3055.580722 = -1273811.906858
  nChanged 4
		SP:Iteration 34Q (27330.420000 sec): 3 clusters
  Score: Raw -1276868.590251 + Penalty 3055.580722 = -1273813.009529
  nChanged 3
		SP:Iteration 35Q (27330.670000 sec): 3 clusters
  Score: Raw -1276869.215363 + Penalty 3055.580722 = -1273813.634641
  nChanged 0
		SP:Iteration 36F (27330.870000 sec): 3 clusters
  Score: Raw -1276869.215363 + Penalty 3055.580722 = -1273813.634641
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 66 (898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27330.970000 sec): 2 clusters
  Score: Raw -74474.536022 + Penalty 1105.027636 = -73369.508386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27331.140000 sec): 3 clusters
  Score: Raw -74224.228455 + Penalty 2210.055272 = -72014.173183
  nChanged 286
		SP:Iteration 1F (27331.330000 sec): 3 clusters
  Score: Raw -74497.338094 + Penalty 2210.055272 = -72287.282822
  nChanged 65
		SP:Iteration 2F (27331.480000 sec): 3 clusters
  Score: Raw -74589.408137 + Penalty 2210.055272 = -72379.352865
  nChanged 39
		SP:Iteration 3Q (27331.610000 sec): 3 clusters
  Score: Raw -74644.491006 + Penalty 2210.055272 = -72434.435734
  nChanged 28
		SP:Iteration 4Q (27331.810000 sec): 3 clusters
  Score: Raw -74685.136879 + Penalty 2210.055272 = -72475.081607
  nChanged 33
		SP:Iteration 5Q (27331.990000 sec): 3 clusters
  Score: Raw -74747.268565 + Penalty 2210.055272 = -72537.213293
  nChanged 41
		SP:Iteration 6Q (27332.090000 sec): 3 clusters
  Score: Raw -74830.610489 + Penalty 2210.055272 = -72620.555217
  nChanged 39
		SP:Iteration 7Q (27332.300000 sec): 3 clusters
  Score: Raw -74942.359807 + Penalty 2210.055272 = -72732.304534
  nChanged 47
		SP:Iteration 8F (27332.510000 sec): 3 clusters
  Score: Raw -75083.511505 + Penalty 2210.055272 = -72873.456233
  nChanged 42
		SP:Iteration 9Q (27332.720000 sec): 3 clusters
  Score: Raw -75172.603851 + Penalty 2210.055272 = -72962.548579
  nChanged 27
		SP:Iteration 10Q (27332.900000 sec): 3 clusters
  Score: Raw -75222.495951 + Penalty 2210.055272 = -73012.440679
  nChanged 12
		SP:Iteration 11Q (27333.130000 sec): 3 clusters
  Score: Raw -75255.720720 + Penalty 2210.055272 = -73045.665447
  nChanged 11
		SP:Iteration 12Q (27333.270000 sec): 3 clusters
  Score: Raw -75271.117180 + Penalty 2210.055272 = -73061.061908
  nChanged 5
		SP:Iteration 13Q (27333.450000 sec): 3 clusters
  Score: Raw -75275.747048 + Penalty 2210.055272 = -73065.691775
  nChanged 0
		SP:Iteration 14F (27333.670000 sec): 3 clusters
  Score: Raw -75275.747048 + Penalty 2210.055272 = -73065.691775
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 67 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27333.770000 sec): 2 clusters
  Score: Raw -270249.978602 + Penalty 1278.901966 = -268971.076636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27333.950000 sec): 3 clusters
  Score: Raw -269071.679243 + Penalty 2557.803933 = -266513.875310
  nChanged 952
		SP:Iteration 1F (27334.100000 sec): 3 clusters
  Score: Raw -269602.619198 + Penalty 2557.803933 = -267044.815265
  nChanged 190
		SP:Iteration 2F (27334.320000 sec): 3 clusters
  Score: Raw -269718.756684 + Penalty 2557.803933 = -267160.952752
  nChanged 125
		SP:Iteration 3Q (27334.480000 sec): 3 clusters
  Score: Raw -269781.586910 + Penalty 2557.803933 = -267223.782977
  nChanged 79
		SP:Iteration 4Q (27334.660000 sec): 3 clusters
  Score: Raw -269821.419806 + Penalty 2557.803933 = -267263.615873
  nChanged 51
		SP:Iteration 5Q (27334.860000 sec): 3 clusters
  Score: Raw -269845.595229 + Penalty 2557.803933 = -267287.791297
  nChanged 43
		SP:Iteration 6Q (27335.040000 sec): 3 clusters
  Score: Raw -269866.979818 + Penalty 2557.803933 = -267309.175885
  nChanged 38
		SP:Iteration 7Q (27335.260000 sec): 3 clusters
  Score: Raw -269881.820202 + Penalty 2557.803933 = -267324.016269
  nChanged 23
		SP:Iteration 8Q (27335.500000 sec): 3 clusters
  Score: Raw -269887.856663 + Penalty 2557.803933 = -267330.052730
  nChanged 7
		SP:Iteration 9Q (27335.700000 sec): 3 clusters
  Score: Raw -269890.310298 + Penalty 2557.803933 = -267332.506365
  nChanged 6
		SP:Iteration 10Q (27335.900000 sec): 3 clusters
  Score: Raw -269892.457320 + Penalty 2557.803933 = -267334.653388
  nChanged 2
		SP:Iteration 11Q (27336.080000 sec): 3 clusters
  Score: Raw -269893.027613 + Penalty 2557.803933 = -267335.223680
  nChanged 2
		SP:Iteration 12Q (27336.260000 sec): 3 clusters
  Score: Raw -269893.510104 + Penalty 2557.803933 = -267335.706172
  nChanged 2
		SP:Iteration 13Q (27336.490000 sec): 3 clusters
  Score: Raw -269894.226400 + Penalty 2557.803933 = -267336.422468
  nChanged 1
		SP:Iteration 14Q (27336.660000 sec): 3 clusters
  Score: Raw -269894.572343 + Penalty 2557.803933 = -267336.768410
  nChanged 1
		SP:Iteration 15Q (27336.900000 sec): 3 clusters
  Score: Raw -269894.935380 + Penalty 2557.803933 = -267337.131448
  nChanged 1
		SP:Iteration 16Q (27337.090000 sec): 3 clusters
  Score: Raw -269895.155162 + Penalty 2557.803933 = -267337.351229
  nChanged 0
		SP:Iteration 17F (27337.330000 sec): 3 clusters
  Score: Raw -269895.155162 + Penalty 2557.803933 = -267337.351229
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 68 (5034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27337.430000 sec): 2 clusters
  Score: Raw -511161.082453 + Penalty 1385.145154 = -509775.937299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27337.630000 sec): 3 clusters
  Score: Raw -508512.850840 + Penalty 2770.290307 = -505742.560532
  nChanged 2041
		SP:Iteration 1F (27337.800000 sec): 3 clusters
  Score: Raw -509646.417127 + Penalty 2770.290307 = -506876.126820
  nChanged 367
		SP:Iteration 2F (27338.000000 sec): 3 clusters
  Score: Raw -509865.026996 + Penalty 2770.290307 = -507094.736689
  nChanged 296
		SP:Iteration 3F (27338.240000 sec): 3 clusters
  Score: Raw -510052.023505 + Penalty 2770.290307 = -507281.733198
  nChanged 271
		SP:Iteration 4F (27338.410000 sec): 3 clusters
  Score: Raw -510233.056608 + Penalty 2770.290307 = -507462.766301
  nChanged 258
		SP:Iteration 5F (27338.660000 sec): 3 clusters
  Score: Raw -510439.599703 + Penalty 2770.290307 = -507669.309396
  nChanged 256
		SP:Iteration 6F (27338.830000 sec): 3 clusters
  Score: Raw -510660.851922 + Penalty 2770.290307 = -507890.561615
  nChanged 250
		SP:Iteration 7Q (27339.050000 sec): 3 clusters
  Score: Raw -510887.321371 + Penalty 2770.290307 = -508117.031064
  nChanged 191
		SP:Iteration 8Q (27339.250000 sec): 3 clusters
  Score: Raw -511046.689696 + Penalty 2770.290307 = -508276.399389
  nChanged 147
		SP:Iteration 9Q (27339.430000 sec): 3 clusters
  Score: Raw -511174.808874 + Penalty 2770.290307 = -508404.518567
  nChanged 115
		SP:Iteration 10Q (27339.670000 sec): 3 clusters
  Score: Raw -511269.289938 + Penalty 2770.290307 = -508498.999631
  nChanged 87
		SP:Iteration 11Q (27339.830000 sec): 3 clusters
  Score: Raw -511339.969533 + Penalty 2770.290307 = -508569.679226
  nChanged 68
		SP:Iteration 12Q (27340.030000 sec): 3 clusters
  Score: Raw -511380.158005 + Penalty 2770.290307 = -508609.867698
  nChanged 41
		SP:Iteration 13Q (27340.230000 sec): 3 clusters
  Score: Raw -511408.444309 + Penalty 2770.290307 = -508638.154002
  nChanged 36
		SP:Iteration 14Q (27340.430000 sec): 3 clusters
  Score: Raw -511432.779475 + Penalty 2770.290307 = -508662.489168
  nChanged 34
		SP:Iteration 15Q (27340.610000 sec): 3 clusters
  Score: Raw -511447.495490 + Penalty 2770.290307 = -508677.205183
  nChanged 18
		SP:Iteration 16Q (27340.810000 sec): 3 clusters
  Score: Raw -511455.501104 + Penalty 2770.290307 = -508685.210797
  nChanged 13
		SP:Iteration 17Q (27341.020000 sec): 3 clusters
  Score: Raw -511462.874217 + Penalty 2770.290307 = -508692.583910
  nChanged 13
		SP:Iteration 18Q (27341.190000 sec): 3 clusters
  Score: Raw -511467.733636 + Penalty 2770.290307 = -508697.443328
  nChanged 13
		SP:Iteration 19Q (27341.380000 sec): 3 clusters
  Score: Raw -511472.487624 + Penalty 2770.290307 = -508702.197317
  nChanged 6
		SP:Iteration 20F (27341.590000 sec): 3 clusters
  Score: Raw -511474.390010 + Penalty 2770.290307 = -508704.099702
  nChanged 5
		SP:Iteration 21Q (27341.800000 sec): 3 clusters
  Score: Raw -511475.894003 + Penalty 2770.290307 = -508705.603696
  nChanged 4
		SP:Iteration 22Q (27342.010000 sec): 3 clusters
  Score: Raw -511477.810125 + Penalty 2770.290307 = -508707.519818
  nChanged 4
		SP:Iteration 23Q (27342.200000 sec): 3 clusters
  Score: Raw -511479.193796 + Penalty 2770.290307 = -508708.903488
  nChanged 4
		SP:Iteration 24Q (27342.410000 sec): 3 clusters
  Score: Raw -511481.225780 + Penalty 2770.290307 = -508710.935472
  nChanged 5
		SP:Iteration 25Q (27342.580000 sec): 3 clusters
  Score: Raw -511482.857606 + Penalty 2770.290307 = -508712.567299
  nChanged 6
		SP:Iteration 26Q (27342.790000 sec): 3 clusters
  Score: Raw -511485.427721 + Penalty 2770.290307 = -508715.137414
  nChanged 7
		SP:Iteration 27Q (27343.010000 sec): 3 clusters
  Score: Raw -511488.083909 + Penalty 2770.290307 = -508717.793602
  nChanged 7
		SP:Iteration 28Q (27343.250000 sec): 3 clusters
  Score: Raw -511489.989382 + Penalty 2770.290307 = -508719.699075
  nChanged 5
		SP:Iteration 29Q (27343.430000 sec): 3 clusters
  Score: Raw -511491.704353 + Penalty 2770.290307 = -508721.414046
  nChanged 3
		SP:Iteration 30Q (27343.650000 sec): 3 clusters
  Score: Raw -511492.660947 + Penalty 2770.290307 = -508722.370640
  nChanged 2
		SP:Iteration 31Q (27343.880000 sec): 3 clusters
  Score: Raw -511493.151898 + Penalty 2770.290307 = -508722.861591
  nChanged 2
		SP:Iteration 32Q (27344.040000 sec): 3 clusters
  Score: Raw -511493.570522 + Penalty 2770.290307 = -508723.280215
  nChanged 0
		SP:Iteration 33F (27344.240000 sec): 3 clusters
  Score: Raw -511493.570522 + Penalty 2770.290307 = -508723.280215
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 69 (2686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27344.370000 sec): 2 clusters
  Score: Raw -287304.622783 + Penalty 1283.068861 = -286021.553921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27344.540000 sec): 3 clusters
  Score: Raw -286096.763734 + Penalty 2566.137723 = -283530.626012
  nChanged 942
		SP:Iteration 1F (27344.720000 sec): 3 clusters
  Score: Raw -286682.363520 + Penalty 2566.137723 = -284116.225797
  nChanged 215
		SP:Iteration 2F (27344.920000 sec): 3 clusters
  Score: Raw -286808.008667 + Penalty 2566.137723 = -284241.870944
  nChanged 112
		SP:Iteration 3Q (27345.100000 sec): 3 clusters
  Score: Raw -286863.707833 + Penalty 2566.137723 = -284297.570111
  nChanged 66
		SP:Iteration 4Q (27345.320000 sec): 3 clusters
  Score: Raw -286895.485733 + Penalty 2566.137723 = -284329.348011
  nChanged 55
		SP:Iteration 5Q (27345.510000 sec): 3 clusters
  Score: Raw -286924.597755 + Penalty 2566.137723 = -284358.460032
  nChanged 59
		SP:Iteration 6Q (27345.720000 sec): 3 clusters
  Score: Raw -286956.711317 + Penalty 2566.137723 = -284390.573594
  nChanged 62
		SP:Iteration 7Q (27345.870000 sec): 3 clusters
  Score: Raw -286993.679022 + Penalty 2566.137723 = -284427.541300
  nChanged 52
		SP:Iteration 8Q (27346.060000 sec): 3 clusters
  Score: Raw -287017.104829 + Penalty 2566.137723 = -284450.967107
  nChanged 39
		SP:Iteration 9Q (27346.240000 sec): 3 clusters
  Score: Raw -287034.217206 + Penalty 2566.137723 = -284468.079483
  nChanged 27
		SP:Iteration 10Q (27346.400000 sec): 3 clusters
  Score: Raw -287043.996465 + Penalty 2566.137723 = -284477.858742
  nChanged 20
		SP:Iteration 11Q (27346.580000 sec): 3 clusters
  Score: Raw -287053.397792 + Penalty 2566.137723 = -284487.260069
  nChanged 26
		SP:Iteration 12Q (27346.730000 sec): 3 clusters
  Score: Raw -287062.121667 + Penalty 2566.137723 = -284495.983945
  nChanged 17
		SP:Iteration 13Q (27346.900000 sec): 3 clusters
  Score: Raw -287069.526749 + Penalty 2566.137723 = -284503.389027
  nChanged 17
		SP:Iteration 14Q (27347.090000 sec): 3 clusters
  Score: Raw -287075.348998 + Penalty 2566.137723 = -284509.211276
  nChanged 13
		SP:Iteration 15Q (27347.300000 sec): 3 clusters
  Score: Raw -287079.653907 + Penalty 2566.137723 = -284513.516184
  nChanged 13
		SP:Iteration 16Q (27347.460000 sec): 3 clusters
  Score: Raw -287083.078776 + Penalty 2566.137723 = -284516.941054
  nChanged 6
		SP:Iteration 17Q (27347.670000 sec): 3 clusters
  Score: Raw -287084.766966 + Penalty 2566.137723 = -284518.629243
  nChanged 8
		SP:Iteration 18Q (27347.820000 sec): 3 clusters
  Score: Raw -287088.825154 + Penalty 2566.137723 = -284522.687431
  nChanged 9
		SP:Iteration 19Q (27348.020000 sec): 3 clusters
  Score: Raw -287092.457616 + Penalty 2566.137723 = -284526.319894
  nChanged 9
		SP:Iteration 20F (27348.240000 sec): 3 clusters
  Score: Raw -287095.037806 + Penalty 2566.137723 = -284528.900084
  nChanged 5
		SP:Iteration 21Q (27348.420000 sec): 3 clusters
  Score: Raw -287096.683959 + Penalty 2566.137723 = -284530.546236
  nChanged 5
		SP:Iteration 22Q (27348.590000 sec): 3 clusters
  Score: Raw -287098.441275 + Penalty 2566.137723 = -284532.303553
  nChanged 7
		SP:Iteration 23Q (27348.820000 sec): 3 clusters
  Score: Raw -287100.627795 + Penalty 2566.137723 = -284534.490073
  nChanged 4
		SP:Iteration 24Q (27349.000000 sec): 3 clusters
  Score: Raw -287101.795457 + Penalty 2566.137723 = -284535.657735
  nChanged 2
		SP:Iteration 25Q (27349.220000 sec): 3 clusters
  Score: Raw -287102.345576 + Penalty 2566.137723 = -284536.207853
  nChanged 4
		SP:Iteration 26Q (27349.390000 sec): 3 clusters
  Score: Raw -287103.630063 + Penalty 2566.137723 = -284537.492340
  nChanged 3
		SP:Iteration 27Q (27349.580000 sec): 3 clusters
  Score: Raw -287104.726339 + Penalty 2566.137723 = -284538.588617
  nChanged 5
		SP:Iteration 28Q (27349.750000 sec): 3 clusters
  Score: Raw -287105.855954 + Penalty 2566.137723 = -284539.718231
  nChanged 6
		SP:Iteration 29Q (27349.920000 sec): 3 clusters
  Score: Raw -287109.280036 + Penalty 2566.137723 = -284543.142314
  nChanged 2
		SP:Iteration 30Q (27350.130000 sec): 3 clusters
  Score: Raw -287110.308132 + Penalty 2566.137723 = -284544.170409
  nChanged 3
		SP:Iteration 31Q (27350.320000 sec): 3 clusters
  Score: Raw -287110.784829 + Penalty 2566.137723 = -284544.647106
  nChanged 0
		SP:Iteration 32F (27350.470000 sec): 3 clusters
  Score: Raw -287110.784829 + Penalty 2566.137723 = -284544.647106
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 70 (4348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27350.570000 sec): 2 clusters
  Score: Raw -466274.430289 + Penalty 1361.339078 = -464913.091211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27350.750000 sec): 3 clusters
  Score: Raw -464077.695030 + Penalty 2722.678156 = -461355.016874
  nChanged 1688
		SP:Iteration 1F (27350.930000 sec): 3 clusters
  Score: Raw -465015.181846 + Penalty 2722.678156 = -462292.503690
  nChanged 345
		SP:Iteration 2F (27351.080000 sec): 3 clusters
  Score: Raw -465220.451382 + Penalty 2722.678156 = -462497.773226
  nChanged 250
		SP:Iteration 3F (27351.260000 sec): 3 clusters
  Score: Raw -465364.554031 + Penalty 2722.678156 = -462641.875875
  nChanged 205
		SP:Iteration 4Q (27351.440000 sec): 3 clusters
  Score: Raw -465455.508056 + Penalty 2722.678156 = -462732.829900
  nChanged 140
		SP:Iteration 5Q (27351.620000 sec): 3 clusters
  Score: Raw -465515.846738 + Penalty 2722.678156 = -462793.168583
  nChanged 109
		SP:Iteration 6Q (27351.850000 sec): 3 clusters
  Score: Raw -465568.261600 + Penalty 2722.678156 = -462845.583444
  nChanged 97
		SP:Iteration 7Q (27352.040000 sec): 3 clusters
  Score: Raw -465607.595601 + Penalty 2722.678156 = -462884.917446
  nChanged 94
		SP:Iteration 8Q (27352.220000 sec): 3 clusters
  Score: Raw -465653.437166 + Penalty 2722.678156 = -462930.759011
  nChanged 95
		SP:Iteration 9Q (27352.440000 sec): 3 clusters
  Score: Raw -465695.740150 + Penalty 2722.678156 = -462973.061994
  nChanged 84
		SP:Iteration 10Q (27352.610000 sec): 3 clusters
  Score: Raw -465736.362719 + Penalty 2722.678156 = -463013.684563
  nChanged 86
		SP:Iteration 11Q (27352.820000 sec): 3 clusters
  Score: Raw -465780.547115 + Penalty 2722.678156 = -463057.868959
  nChanged 95
		SP:Iteration 12Q (27352.990000 sec): 3 clusters
  Score: Raw -465832.344765 + Penalty 2722.678156 = -463109.666609
  nChanged 100
		SP:Iteration 13Q (27353.180000 sec): 3 clusters
  Score: Raw -465893.015075 + Penalty 2722.678156 = -463170.336919
  nChanged 104
		SP:Iteration 14Q (27353.370000 sec): 3 clusters
  Score: Raw -465948.504781 + Penalty 2722.678156 = -463225.826626
  nChanged 100
		SP:Iteration 15Q (27353.540000 sec): 3 clusters
  Score: Raw -466005.797283 + Penalty 2722.678156 = -463283.119128
  nChanged 99
		SP:Iteration 16Q (27353.750000 sec): 3 clusters
  Score: Raw -466062.675132 + Penalty 2722.678156 = -463339.996976
  nChanged 85
		SP:Iteration 17Q (27353.960000 sec): 3 clusters
  Score: Raw -466117.114829 + Penalty 2722.678156 = -463394.436673
  nChanged 99
		SP:Iteration 18Q (27354.140000 sec): 3 clusters
  Score: Raw -466180.495242 + Penalty 2722.678156 = -463457.817086
  nChanged 88
		SP:Iteration 19Q (27354.330000 sec): 3 clusters
  Score: Raw -466229.411420 + Penalty 2722.678156 = -463506.733264
  nChanged 61
		SP:Iteration 20F (27354.500000 sec): 3 clusters
  Score: Raw -466260.969567 + Penalty 2722.678156 = -463538.291411
  nChanged 55
		SP:Iteration 21Q (27354.670000 sec): 3 clusters
  Score: Raw -466285.246903 + Penalty 2722.678156 = -463562.568747
  nChanged 30
		SP:Iteration 22Q (27354.870000 sec): 3 clusters
  Score: Raw -466299.816705 + Penalty 2722.678156 = -463577.138550
  nChanged 23
		SP:Iteration 23Q (27355.030000 sec): 3 clusters
  Score: Raw -466308.829706 + Penalty 2722.678156 = -463586.151550
  nChanged 25
		SP:Iteration 24Q (27355.230000 sec): 3 clusters
  Score: Raw -466321.278140 + Penalty 2722.678156 = -463598.599984
  nChanged 33
		SP:Iteration 25Q (27355.430000 sec): 3 clusters
  Score: Raw -466338.955961 + Penalty 2722.678156 = -463616.277805
  nChanged 23
		SP:Iteration 26Q (27355.650000 sec): 3 clusters
  Score: Raw -466347.337681 + Penalty 2722.678156 = -463624.659526
  nChanged 18
		SP:Iteration 27Q (27355.820000 sec): 3 clusters
  Score: Raw -466353.160347 + Penalty 2722.678156 = -463630.482191
  nChanged 14
		SP:Iteration 28Q (27355.970000 sec): 3 clusters
  Score: Raw -466357.926696 + Penalty 2722.678156 = -463635.248540
  nChanged 14
		SP:Iteration 29Q (27356.150000 sec): 3 clusters
  Score: Raw -466362.401148 + Penalty 2722.678156 = -463639.722992
  nChanged 10
		SP:Iteration 30Q (27356.340000 sec): 3 clusters
  Score: Raw -466364.499940 + Penalty 2722.678156 = -463641.821785
  nChanged 11
		SP:Iteration 31Q (27356.490000 sec): 3 clusters
  Score: Raw -466368.592185 + Penalty 2722.678156 = -463645.914030
  nChanged 14
		SP:Iteration 32Q (27356.670000 sec): 3 clusters
  Score: Raw -466373.449743 + Penalty 2722.678156 = -463650.771587
  nChanged 9
		SP:Iteration 33Q (27356.880000 sec): 3 clusters
  Score: Raw -466377.255120 + Penalty 2722.678156 = -463654.576965
  nChanged 12
		SP:Iteration 34Q (27357.020000 sec): 3 clusters
  Score: Raw -466381.075908 + Penalty 2722.678156 = -463658.397752
  nChanged 11
		SP:Iteration 35Q (27357.200000 sec): 3 clusters
  Score: Raw -466384.632275 + Penalty 2722.678156 = -463661.954120
  nChanged 11
		SP:Iteration 36Q (27357.340000 sec): 3 clusters
  Score: Raw -466390.843617 + Penalty 2722.678156 = -463668.165462
  nChanged 16
		SP:Iteration 37Q (27357.540000 sec): 3 clusters
  Score: Raw -466397.748251 + Penalty 2722.678156 = -463675.070095
  nChanged 11
		SP:Iteration 38Q (27357.720000 sec): 3 clusters
  Score: Raw -466401.558808 + Penalty 2722.678156 = -463678.880653
  nChanged 11
		SP:Iteration 39Q (27357.920000 sec): 3 clusters
  Score: Raw -466405.219000 + Penalty 2722.678156 = -463682.540844
  nChanged 12
		SP:Iteration 40F (27358.070000 sec): 3 clusters
  Score: Raw -466408.347865 + Penalty 2722.678156 = -463685.669709
  nChanged 9
		SP:Iteration 41Q (27358.280000 sec): 3 clusters
  Score: Raw -466411.691440 + Penalty 2722.678156 = -463689.013284
  nChanged 6
		SP:Iteration 42Q (27358.490000 sec): 3 clusters
  Score: Raw -466414.137469 + Penalty 2722.678156 = -463691.459313
  nChanged 12
		SP:Iteration 43Q (27358.660000 sec): 3 clusters
  Score: Raw -466419.299515 + Penalty 2722.678156 = -463696.621360
  nChanged 13
		SP:Iteration 44Q (27358.840000 sec): 3 clusters
  Score: Raw -466424.630900 + Penalty 2722.678156 = -463701.952745
  nChanged 15
		SP:Iteration 45Q (27358.980000 sec): 3 clusters
  Score: Raw -466430.220040 + Penalty 2722.678156 = -463707.541885
  nChanged 21
		SP:Iteration 46Q (27359.160000 sec): 3 clusters
  Score: Raw -466438.433424 + Penalty 2722.678156 = -463715.755268
  nChanged 14
		SP:Iteration 47Q (27359.370000 sec): 3 clusters
  Score: Raw -466444.230867 + Penalty 2722.678156 = -463721.552712
  nChanged 15
		SP:Iteration 48Q (27359.520000 sec): 3 clusters
  Score: Raw -466450.520542 + Penalty 2722.678156 = -463727.842387
  nChanged 17
		SP:Iteration 49Q (27359.710000 sec): 3 clusters
  Score: Raw -466457.782417 + Penalty 2722.678156 = -463735.104261
  nChanged 9
		SP:Iteration 50Q (27359.860000 sec): 3 clusters
  Score: Raw -466461.270395 + Penalty 2722.678156 = -463738.592240
  nChanged 10
		SP:Iteration 51Q (27360.060000 sec): 3 clusters
  Score: Raw -466464.786836 + Penalty 2722.678156 = -463742.108680
  nChanged 7
		SP:Iteration 52Q (27360.330000 sec): 3 clusters
  Score: Raw -466467.350731 + Penalty 2722.678156 = -463744.672576
  nChanged 8
		SP:Iteration 53Q (27360.530000 sec): 3 clusters
  Score: Raw -466471.436912 + Penalty 2722.678156 = -463748.758756
  nChanged 7
		SP:Iteration 54Q (27360.750000 sec): 3 clusters
  Score: Raw -466474.680472 + Penalty 2722.678156 = -463752.002316
  nChanged 11
		SP:Iteration 55Q (27360.950000 sec): 3 clusters
  Score: Raw -466481.613113 + Penalty 2722.678156 = -463758.934957
  nChanged 11
		SP:Iteration 56Q (27361.140000 sec): 3 clusters
  Score: Raw -466487.261964 + Penalty 2722.678156 = -463764.583808
  nChanged 15
		SP:Iteration 57Q (27361.290000 sec): 3 clusters
  Score: Raw -466494.745527 + Penalty 2722.678156 = -463772.067372
  nChanged 10
		SP:Iteration 58Q (27361.500000 sec): 3 clusters
  Score: Raw -466498.854955 + Penalty 2722.678156 = -463776.176799
  nChanged 8
		SP:Iteration 59Q (27361.690000 sec): 3 clusters
  Score: Raw -466501.997449 + Penalty 2722.678156 = -463779.319294
  nChanged 6
		SP:Iteration 60F (27361.870000 sec): 3 clusters
  Score: Raw -466503.980555 + Penalty 2722.678156 = -463781.302399
  nChanged 6
		SP:Iteration 61Q (27362.040000 sec): 3 clusters
  Score: Raw -466505.802488 + Penalty 2722.678156 = -463783.124332
  nChanged 5
		SP:Iteration 62Q (27362.170000 sec): 3 clusters
  Score: Raw -466507.097823 + Penalty 2722.678156 = -463784.419667
  nChanged 2
		SP:Iteration 63Q (27362.370000 sec): 3 clusters
  Score: Raw -466507.591201 + Penalty 2722.678156 = -463784.913045
  nChanged 3
		SP:Iteration 64Q (27362.570000 sec): 3 clusters
  Score: Raw -466508.559713 + Penalty 2722.678156 = -463785.881558
  nChanged 2
		SP:Iteration 65Q (27362.810000 sec): 3 clusters
  Score: Raw -466509.300471 + Penalty 2722.678156 = -463786.622315
  nChanged 1
		SP:Iteration 66Q (27362.980000 sec): 3 clusters
  Score: Raw -466509.607154 + Penalty 2722.678156 = -463786.928998
  nChanged 2
		SP:Iteration 67Q (27363.210000 sec): 3 clusters
  Score: Raw -466510.089918 + Penalty 2722.678156 = -463787.411762
  nChanged 1
		SP:Iteration 68Q (27363.430000 sec): 3 clusters
  Score: Raw -466510.478452 + Penalty 2722.678156 = -463787.800296
  nChanged 1
		SP:Iteration 69Q (27363.600000 sec): 3 clusters
  Score: Raw -466510.909026 + Penalty 2722.678156 = -463788.230870
  nChanged 1
		SP:Iteration 70Q (27363.780000 sec): 3 clusters
  Score: Raw -466511.254297 + Penalty 2722.678156 = -463788.576142
  nChanged 2
		SP:Iteration 71Q (27363.960000 sec): 3 clusters
  Score: Raw -466511.559331 + Penalty 2722.678156 = -463788.881176
  nChanged 1
		SP:Iteration 72Q (27364.180000 sec): 3 clusters
  Score: Raw -466512.202045 + Penalty 2722.678156 = -463789.523889
  nChanged 1
		SP:Iteration 73Q (27364.360000 sec): 3 clusters
  Score: Raw -466512.597103 + Penalty 2722.678156 = -463789.918947
  nChanged 0
		SP:Iteration 74F (27364.550000 sec): 3 clusters
  Score: Raw -466512.597103 + Penalty 2722.678156 = -463789.918947
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 71 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27364.670000 sec): 2 clusters
  Score: Raw -90448.655199 + Penalty 1131.978930 = -89316.676269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27364.860000 sec): 3 clusters
  Score: Raw -90109.203008 + Penalty 2263.957861 = -87845.245148
  nChanged 315
		SP:Iteration 1F (27365.070000 sec): 3 clusters
  Score: Raw -90439.854788 + Penalty 2263.957861 = -88175.896927
  nChanged 92
		SP:Iteration 2F (27365.270000 sec): 3 clusters
  Score: Raw -90587.700824 + Penalty 2263.957861 = -88323.742963
  nChanged 59
		SP:Iteration 3F (27365.440000 sec): 3 clusters
  Score: Raw -90673.066425 + Penalty 2263.957861 = -88409.108565
  nChanged 41
		SP:Iteration 4Q (27365.670000 sec): 3 clusters
  Score: Raw -90739.533150 + Penalty 2263.957861 = -88475.575290
  nChanged 32
		SP:Iteration 5Q (27365.840000 sec): 3 clusters
  Score: Raw -90781.755894 + Penalty 2263.957861 = -88517.798033
  nChanged 29
		SP:Iteration 6Q (27366.010000 sec): 3 clusters
  Score: Raw -90825.282990 + Penalty 2263.957861 = -88561.325129
  nChanged 24
		SP:Iteration 7Q (27366.190000 sec): 3 clusters
  Score: Raw -90861.910724 + Penalty 2263.957861 = -88597.952863
  nChanged 21
		SP:Iteration 8Q (27366.410000 sec): 3 clusters
  Score: Raw -90898.945093 + Penalty 2263.957861 = -88634.987233
  nChanged 17
		SP:Iteration 9Q (27366.620000 sec): 3 clusters
  Score: Raw -90922.640852 + Penalty 2263.957861 = -88658.682992
  nChanged 13
		SP:Iteration 10Q (27366.810000 sec): 3 clusters
  Score: Raw -90937.850294 + Penalty 2263.957861 = -88673.892433
  nChanged 7
		SP:Iteration 11Q (27366.990000 sec): 3 clusters
  Score: Raw -90947.998000 + Penalty 2263.957861 = -88684.040140
  nChanged 7
		SP:Iteration 12Q (27367.200000 sec): 3 clusters
  Score: Raw -90954.628358 + Penalty 2263.957861 = -88690.670497
  nChanged 8
		SP:Iteration 13Q (27367.340000 sec): 3 clusters
  Score: Raw -90969.969296 + Penalty 2263.957861 = -88706.011435
  nChanged 12
		SP:Iteration 14Q (27367.480000 sec): 3 clusters
  Score: Raw -90989.237873 + Penalty 2263.957861 = -88725.280012
  nChanged 11
		SP:Iteration 15Q (27367.680000 sec): 3 clusters
  Score: Raw -91003.127457 + Penalty 2263.957861 = -88739.169597
  nChanged 8
		SP:Iteration 16Q (27367.910000 sec): 3 clusters
  Score: Raw -91011.580547 + Penalty 2263.957861 = -88747.622687
  nChanged 5
		SP:Iteration 17Q (27368.070000 sec): 3 clusters
  Score: Raw -91015.391449 + Penalty 2263.957861 = -88751.433588
  nChanged 4
		SP:Iteration 18Q (27368.220000 sec): 3 clusters
  Score: Raw -91018.813807 + Penalty 2263.957861 = -88754.855946
  nChanged 4
		SP:Iteration 19Q (27368.420000 sec): 3 clusters
  Score: Raw -91023.344890 + Penalty 2263.957861 = -88759.387029
  nChanged 1
		SP:Iteration 20F (27368.560000 sec): 3 clusters
  Score: Raw -91024.009883 + Penalty 2263.957861 = -88760.052023
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 72 (3135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27368.690000 sec): 2 clusters
  Score: Raw -305454.451142 + Penalty 1308.187474 = -304146.263668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27368.860000 sec): 3 clusters
  Score: Raw -303961.018203 + Penalty 2616.374947 = -301344.643256
  nChanged 1199
		SP:Iteration 1F (27369.090000 sec): 3 clusters
  Score: Raw -304699.243379 + Penalty 2616.374947 = -302082.868432
  nChanged 255
		SP:Iteration 2F (27369.300000 sec): 3 clusters
  Score: Raw -304878.805877 + Penalty 2616.374947 = -302262.430930
  nChanged 161
		SP:Iteration 3F (27369.480000 sec): 3 clusters
  Score: Raw -304971.513980 + Penalty 2616.374947 = -302355.139032
  nChanged 124
		SP:Iteration 4Q (27369.650000 sec): 3 clusters
  Score: Raw -305041.021587 + Penalty 2616.374947 = -302424.646640
  nChanged 96
		SP:Iteration 5Q (27369.860000 sec): 3 clusters
  Score: Raw -305098.898017 + Penalty 2616.374947 = -302482.523069
  nChanged 85
		SP:Iteration 6Q (27370.070000 sec): 3 clusters
  Score: Raw -305146.107856 + Penalty 2616.374947 = -302529.732909
  nChanged 75
		SP:Iteration 7Q (27370.260000 sec): 3 clusters
  Score: Raw -305180.962309 + Penalty 2616.374947 = -302564.587362
  nChanged 55
		SP:Iteration 8Q (27370.420000 sec): 3 clusters
  Score: Raw -305209.220190 + Penalty 2616.374947 = -302592.845243
  nChanged 49
		SP:Iteration 9Q (27370.600000 sec): 3 clusters
  Score: Raw -305234.228395 + Penalty 2616.374947 = -302617.853447
  nChanged 45
		SP:Iteration 10Q (27370.800000 sec): 3 clusters
  Score: Raw -305258.172680 + Penalty 2616.374947 = -302641.797733
  nChanged 41
		SP:Iteration 11Q (27371.020000 sec): 3 clusters
  Score: Raw -305273.546614 + Penalty 2616.374947 = -302657.171667
  nChanged 46
		SP:Iteration 12Q (27371.140000 sec): 3 clusters
  Score: Raw -305289.247872 + Penalty 2616.374947 = -302672.872925
  nChanged 32
		SP:Iteration 13Q (27371.330000 sec): 3 clusters
  Score: Raw -305301.654937 + Penalty 2616.374947 = -302685.279990
  nChanged 25
		SP:Iteration 14Q (27371.540000 sec): 3 clusters
  Score: Raw -305311.073806 + Penalty 2616.374947 = -302694.698859
  nChanged 28
		SP:Iteration 15Q (27371.730000 sec): 3 clusters
  Score: Raw -305320.918604 + Penalty 2616.374947 = -302704.543657
  nChanged 20
		SP:Iteration 16Q (27371.950000 sec): 3 clusters
  Score: Raw -305326.917759 + Penalty 2616.374947 = -302710.542812
  nChanged 20
		SP:Iteration 17Q (27372.130000 sec): 3 clusters
  Score: Raw -305334.297772 + Penalty 2616.374947 = -302717.922825
  nChanged 18
		SP:Iteration 18Q (27372.330000 sec): 3 clusters
  Score: Raw -305340.522726 + Penalty 2616.374947 = -302724.147779
  nChanged 19
		SP:Iteration 19Q (27372.540000 sec): 3 clusters
  Score: Raw -305346.219085 + Penalty 2616.374947 = -302729.844137
  nChanged 15
		SP:Iteration 20F (27372.700000 sec): 3 clusters
  Score: Raw -305350.814340 + Penalty 2616.374947 = -302734.439393
  nChanged 14
		SP:Iteration 21Q (27372.880000 sec): 3 clusters
  Score: Raw -305356.027400 + Penalty 2616.374947 = -302739.652453
  nChanged 12
		SP:Iteration 22Q (27373.060000 sec): 3 clusters
  Score: Raw -305360.445714 + Penalty 2616.374947 = -302744.070767
  nChanged 14
		SP:Iteration 23Q (27373.270000 sec): 3 clusters
  Score: Raw -305365.388655 + Penalty 2616.374947 = -302749.013708
  nChanged 10
		SP:Iteration 24Q (27373.480000 sec): 3 clusters
  Score: Raw -305367.880191 + Penalty 2616.374947 = -302751.505244
  nChanged 11
		SP:Iteration 25Q (27373.640000 sec): 3 clusters
  Score: Raw -305372.060700 + Penalty 2616.374947 = -302755.685752
  nChanged 15
		SP:Iteration 26Q (27373.840000 sec): 3 clusters
  Score: Raw -305376.129470 + Penalty 2616.374947 = -302759.754522
  nChanged 9
		SP:Iteration 27Q (27374.040000 sec): 3 clusters
  Score: Raw -305377.552225 + Penalty 2616.374947 = -302761.177278
  nChanged 5
		SP:Iteration 28Q (27374.230000 sec): 3 clusters
  Score: Raw -305378.413283 + Penalty 2616.374947 = -302762.038336
  nChanged 7
		SP:Iteration 29Q (27374.430000 sec): 3 clusters
  Score: Raw -305380.987763 + Penalty 2616.374947 = -302764.612816
  nChanged 11
		SP:Iteration 30Q (27374.620000 sec): 3 clusters
  Score: Raw -305385.017252 + Penalty 2616.374947 = -302768.642305
  nChanged 9
		SP:Iteration 31Q (27374.840000 sec): 3 clusters
  Score: Raw -305387.982936 + Penalty 2616.374947 = -302771.607989
  nChanged 5
		SP:Iteration 32Q (27375.030000 sec): 3 clusters
  Score: Raw -305390.258418 + Penalty 2616.374947 = -302773.883471
  nChanged 5
		SP:Iteration 33Q (27375.190000 sec): 3 clusters
  Score: Raw -305391.372270 + Penalty 2616.374947 = -302774.997323
  nChanged 5
		SP:Iteration 34Q (27375.390000 sec): 3 clusters
  Score: Raw -305394.123558 + Penalty 2616.374947 = -302777.748611
  nChanged 7
		SP:Iteration 35Q (27375.640000 sec): 3 clusters
  Score: Raw -305395.866846 + Penalty 2616.374947 = -302779.491899
  nChanged 6
		SP:Iteration 36Q (27375.840000 sec): 3 clusters
  Score: Raw -305397.020637 + Penalty 2616.374947 = -302780.645690
  nChanged 2
		SP:Iteration 37Q (27376.010000 sec): 3 clusters
  Score: Raw -305397.464015 + Penalty 2616.374947 = -302781.089068
  nChanged 3
		SP:Iteration 38Q (27376.200000 sec): 3 clusters
  Score: Raw -305397.991781 + Penalty 2616.374947 = -302781.616834
  nChanged 3
		SP:Iteration 39Q (27376.400000 sec): 3 clusters
  Score: Raw -305398.820541 + Penalty 2616.374947 = -302782.445594
  nChanged 4
		SP:Iteration 40F (27376.570000 sec): 3 clusters
  Score: Raw -305399.433012 + Penalty 2616.374947 = -302783.058065
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 73 (8926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27376.710000 sec): 2 clusters
  Score: Raw -806563.549989 + Penalty 1478.217592 = -805085.332397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27376.970000 sec): 3 clusters
  Score: Raw -801539.341822 + Penalty 2956.435185 = -798582.906637
  nChanged 3863
		SP:Iteration 1F (27377.210000 sec): 3 clusters
  Score: Raw -803604.429998 + Penalty 2956.435185 = -800647.994813
  nChanged 571
		SP:Iteration 2F (27377.410000 sec): 3 clusters
  Score: Raw -803871.832389 + Penalty 2956.435185 = -800915.397204
  nChanged 504
		SP:Iteration 3F (27377.640000 sec): 3 clusters
  Score: Raw -804139.464309 + Penalty 2956.435185 = -801183.029124
  nChanged 475
		SP:Iteration 4F (27377.810000 sec): 3 clusters
  Score: Raw -804433.471268 + Penalty 2956.435185 = -801477.036083
  nChanged 491
		SP:Iteration 5F (27378.040000 sec): 3 clusters
  Score: Raw -804759.099670 + Penalty 2956.435185 = -801802.664485
  nChanged 466
		SP:Iteration 6F (27378.290000 sec): 3 clusters
  Score: Raw -805081.751250 + Penalty 2956.435185 = -802125.316066
  nChanged 459
		SP:Iteration 7F (27378.490000 sec): 3 clusters
  Score: Raw -805414.028635 + Penalty 2956.435185 = -802457.593450
  nChanged 417
		SP:Iteration 8Q (27378.730000 sec): 3 clusters
  Score: Raw -805727.345002 + Penalty 2956.435185 = -802770.909817
  nChanged 374
		SP:Iteration 9Q (27378.940000 sec): 3 clusters
  Score: Raw -806012.769802 + Penalty 2956.435185 = -803056.334617
  nChanged 323
		SP:Iteration 10Q (27379.150000 sec): 3 clusters
  Score: Raw -806235.065634 + Penalty 2956.435185 = -803278.630449
  nChanged 282
		SP:Iteration 11Q (27379.330000 sec): 3 clusters
  Score: Raw -806411.624234 + Penalty 2956.435185 = -803455.189049
  nChanged 190
		SP:Iteration 12Q (27379.530000 sec): 3 clusters
  Score: Raw -806529.415471 + Penalty 2956.435185 = -803572.980286
  nChanged 152
		SP:Iteration 13Q (27379.750000 sec): 3 clusters
  Score: Raw -806610.030312 + Penalty 2956.435185 = -803653.595128
  nChanged 115
		SP:Iteration 14Q (27379.980000 sec): 3 clusters
  Score: Raw -806663.299148 + Penalty 2956.435185 = -803706.863963
  nChanged 111
		SP:Iteration 15Q (27380.190000 sec): 3 clusters
  Score: Raw -806709.226092 + Penalty 2956.435185 = -803752.790908
  nChanged 85
		SP:Iteration 16Q (27380.440000 sec): 3 clusters
  Score: Raw -806743.157294 + Penalty 2956.435185 = -803786.722109
  nChanged 78
		SP:Iteration 17Q (27380.690000 sec): 3 clusters
  Score: Raw -806777.402463 + Penalty 2956.435185 = -803820.967279
  nChanged 72
		SP:Iteration 18Q (27380.920000 sec): 3 clusters
  Score: Raw -806805.758415 + Penalty 2956.435185 = -803849.323230
  nChanged 58
		SP:Iteration 19Q (27381.130000 sec): 3 clusters
  Score: Raw -806828.132514 + Penalty 2956.435185 = -803871.697330
  nChanged 54
		SP:Iteration 20F (27381.300000 sec): 3 clusters
  Score: Raw -806849.644542 + Penalty 2956.435185 = -803893.209358
  nChanged 51
		SP:Iteration 21Q (27381.570000 sec): 3 clusters
  Score: Raw -806868.859177 + Penalty 2956.435185 = -803912.423992
  nChanged 50
		SP:Iteration 22Q (27381.750000 sec): 3 clusters
  Score: Raw -806888.250146 + Penalty 2956.435185 = -803931.814961
  nChanged 38
		SP:Iteration 23Q (27381.980000 sec): 3 clusters
  Score: Raw -806901.239020 + Penalty 2956.435185 = -803944.803835
  nChanged 32
		SP:Iteration 24Q (27382.200000 sec): 3 clusters
  Score: Raw -806911.346241 + Penalty 2956.435185 = -803954.911056
  nChanged 30
		SP:Iteration 25Q (27382.390000 sec): 3 clusters
  Score: Raw -806922.830095 + Penalty 2956.435185 = -803966.394910
  nChanged 25
		SP:Iteration 26Q (27382.590000 sec): 3 clusters
  Score: Raw -806930.519475 + Penalty 2956.435185 = -803974.084291
  nChanged 15
		SP:Iteration 27Q (27382.760000 sec): 3 clusters
  Score: Raw -806936.634799 + Penalty 2956.435185 = -803980.199614
  nChanged 20
		SP:Iteration 28Q (27383.010000 sec): 3 clusters
  Score: Raw -806943.085606 + Penalty 2956.435185 = -803986.650421
  nChanged 18
		SP:Iteration 29Q (27383.200000 sec): 3 clusters
  Score: Raw -806949.042063 + Penalty 2956.435185 = -803992.606879
  nChanged 25
		SP:Iteration 30Q (27383.400000 sec): 3 clusters
  Score: Raw -806957.027608 + Penalty 2956.435185 = -804000.592424
  nChanged 24
		SP:Iteration 31Q (27383.600000 sec): 3 clusters
  Score: Raw -806966.341249 + Penalty 2956.435185 = -804009.906064
  nChanged 19
		SP:Iteration 32Q (27383.790000 sec): 3 clusters
  Score: Raw -806973.646133 + Penalty 2956.435185 = -804017.210948
  nChanged 20
		SP:Iteration 33Q (27383.980000 sec): 3 clusters
  Score: Raw -806983.328284 + Penalty 2956.435185 = -804026.893100
  nChanged 22
		SP:Iteration 34Q (27384.210000 sec): 3 clusters
  Score: Raw -806993.208507 + Penalty 2956.435185 = -804036.773323
  nChanged 21
		SP:Iteration 35Q (27384.400000 sec): 3 clusters
  Score: Raw -807006.064141 + Penalty 2956.435185 = -804049.628957
  nChanged 26
		SP:Iteration 36Q (27384.580000 sec): 3 clusters
  Score: Raw -807016.802453 + Penalty 2956.435185 = -804060.367269
  nChanged 22
		SP:Iteration 37Q (27384.740000 sec): 3 clusters
  Score: Raw -807025.144071 + Penalty 2956.435185 = -804068.708887
  nChanged 18
		SP:Iteration 38Q (27384.960000 sec): 3 clusters
  Score: Raw -807030.444452 + Penalty 2956.435185 = -804074.009268
  nChanged 18
		SP:Iteration 39Q (27385.170000 sec): 3 clusters
  Score: Raw -807039.090649 + Penalty 2956.435185 = -804082.655464
  nChanged 28
		SP:Iteration 40F (27385.370000 sec): 3 clusters
  Score: Raw -807050.941464 + Penalty 2956.435185 = -804094.506279
  nChanged 30
		SP:Iteration 41Q (27385.580000 sec): 3 clusters
  Score: Raw -807064.432981 + Penalty 2956.435185 = -804107.997797
  nChanged 25
		SP:Iteration 42Q (27385.810000 sec): 3 clusters
  Score: Raw -807071.924121 + Penalty 2956.435185 = -804115.488936
  nChanged 17
		SP:Iteration 43Q (27386.020000 sec): 3 clusters
  Score: Raw -807076.779438 + Penalty 2956.435185 = -804120.344253
  nChanged 8
		SP:Iteration 44Q (27386.190000 sec): 3 clusters
  Score: Raw -807079.619142 + Penalty 2956.435185 = -804123.183957
  nChanged 13
		SP:Iteration 45Q (27386.400000 sec): 3 clusters
  Score: Raw -807085.680619 + Penalty 2956.435185 = -804129.245434
  nChanged 13
		SP:Iteration 46Q (27386.600000 sec): 3 clusters
  Score: Raw -807090.111689 + Penalty 2956.435185 = -804133.676504
  nChanged 9
		SP:Iteration 47Q (27386.770000 sec): 3 clusters
  Score: Raw -807092.949347 + Penalty 2956.435185 = -804136.514163
  nChanged 10
		SP:Iteration 48Q (27387.010000 sec): 3 clusters
  Score: Raw -807096.195330 + Penalty 2956.435185 = -804139.760146
  nChanged 7
		SP:Iteration 49Q (27387.210000 sec): 3 clusters
  Score: Raw -807097.997297 + Penalty 2956.435185 = -804141.562112
  nChanged 6
		SP:Iteration 50Q (27387.420000 sec): 3 clusters
  Score: Raw -807099.571500 + Penalty 2956.435185 = -804143.136315
  nChanged 8
		SP:Iteration 51Q (27387.570000 sec): 3 clusters
  Score: Raw -807102.372535 + Penalty 2956.435185 = -804145.937350
  nChanged 4
		SP:Iteration 52Q (27387.810000 sec): 3 clusters
  Score: Raw -807103.821269 + Penalty 2956.435185 = -804147.386085
  nChanged 4
		SP:Iteration 53Q (27388.040000 sec): 3 clusters
  Score: Raw -807105.079492 + Penalty 2956.435185 = -804148.644307
  nChanged 4
		SP:Iteration 54Q (27388.210000 sec): 3 clusters
  Score: Raw -807106.075630 + Penalty 2956.435185 = -804149.640445
  nChanged 5
		SP:Iteration 55Q (27388.420000 sec): 3 clusters
  Score: Raw -807107.113319 + Penalty 2956.435185 = -804150.678134
  nChanged 5
		SP:Iteration 56Q (27388.620000 sec): 3 clusters
  Score: Raw -807109.107905 + Penalty 2956.435185 = -804152.672720
  nChanged 4
		SP:Iteration 57Q (27388.800000 sec): 3 clusters
  Score: Raw -807110.138976 + Penalty 2956.435185 = -804153.703791
  nChanged 2
		SP:Iteration 58Q (27389.030000 sec): 3 clusters
  Score: Raw -807110.853128 + Penalty 2956.435185 = -804154.417944
  nChanged 1
		SP:Iteration 59Q (27389.260000 sec): 3 clusters
  Score: Raw -807110.946493 + Penalty 2956.435185 = -804154.511309
  nChanged 0
		SP:Iteration 60F (27389.550000 sec): 3 clusters
  Score: Raw -807110.946493 + Penalty 2956.435185 = -804154.511309
  nChanged 0
Iteration 299Q (27459.810000 sec): 74 clusters
  Score: Raw -107694508.220519 + Penalty 165031.315925 = -107529476.904593
  nChanged 50
Iteration 300F (27604.760000 sec): 74 clusters
  Score: Raw -107694509.141573 + Penalty 165031.315925 = -107529477.825648
  nChanged 47
Iteration 301Q (27689.660000 sec): 74 clusters
  Score: Raw -107694510.062386 + Penalty 165031.315925 = -107529478.746461
  nChanged 49
Iteration 302Q (27764.750000 sec): 74 clusters
  Score: Raw -107694510.991659 + Penalty 165031.315925 = -107529479.675734
  nChanged 47
Iteration 303Q (27845.110000 sec): 74 clusters
  Score: Raw -107694511.882467 + Penalty 165031.315925 = -107529480.566542
  nChanged 32
Iteration 304Q (27922.910000 sec): 74 clusters
  Score: Raw -107694512.507937 + Penalty 165031.315925 = -107529481.192012
  nChanged 20
Iteration 305Q (28002.720000 sec): 74 clusters
  Score: Raw -107694512.938616 + Penalty 165031.315925 = -107529481.622691
  nChanged 13
Iteration 306Q (28079.720000 sec): 74 clusters
  Score: Raw -107694513.304998 + Penalty 165031.315925 = -107529481.989073
  nChanged 11
Iteration 307Q (28153.090000 sec): 74 clusters
  Score: Raw -107694513.734251 + Penalty 165031.315925 = -107529482.418326
  nChanged 11
Iteration 308Q (28232.520000 sec): 74 clusters
  Score: Raw -107694514.134646 + Penalty 165031.315925 = -107529482.818721
  nChanged 9
Iteration 309Q (28307.540000 sec): 74 clusters
  Score: Raw -107694514.532214 + Penalty 165031.315925 = -107529483.216288
  nChanged 8
Iteration 310Q (28387.950000 sec): 74 clusters
  Score: Raw -107694514.905837 + Penalty 165031.315925 = -107529483.589912
  nChanged 10
Iteration 311Q (28465.050000 sec): 74 clusters
  Score: Raw -107694515.156829 + Penalty 165031.315925 = -107529483.840903
  nChanged 1
Iteration 312Q (28543.220000 sec): 74 clusters
  Score: Raw -107694515.163401 + Penalty 165031.315925 = -107529483.847476
  nChanged 2
Iteration 313Q (28620.020000 sec): 74 clusters
  Score: Raw -107694515.171174 + Penalty 165031.315925 = -107529483.855248
  nChanged 1
Iteration 314Q (28700.120000 sec): 74 clusters
  Score: Raw -107694515.197490 + Penalty 165031.315925 = -107529483.881565
  nChanged 1
Iteration 315Q (28782.630000 sec): 74 clusters
  Score: Raw -107694515.201246 + Penalty 165031.315925 = -107529483.885320
  nChanged 3
Iteration 316Q (28863.210000 sec): 74 clusters
  Score: Raw -107694515.222649 + Penalty 165031.315925 = -107529483.906723
  nChanged 4
Iteration 317Q (28943.960000 sec): 74 clusters
  Score: Raw -107694515.251064 + Penalty 165031.315925 = -107529483.935139
  nChanged 1
Iteration 318Q (29023.720000 sec): 74 clusters
  Score: Raw -107694515.279877 + Penalty 165031.315925 = -107529483.963952
  nChanged 2
Iteration 319Q (29105.500000 sec): 74 clusters
  Score: Raw -107694515.314401 + Penalty 165031.315925 = -107529483.998476
  nChanged 3
Iteration 320F (29239.590000 sec): 74 clusters
  Score: Raw -107694515.336566 + Penalty 165031.315925 = -107529484.020641
  nChanged 4
Iteration 321Q (29315.520000 sec): 74 clusters
  Score: Raw -107694515.367940 + Penalty 165031.315925 = -107529484.052015
  nChanged 8
Iteration 322Q (29394.210000 sec): 74 clusters
  Score: Raw -107694515.433724 + Penalty 165031.315925 = -107529484.117799
  nChanged 9
Iteration 323Q (29470.270000 sec): 74 clusters
  Score: Raw -107694515.532075 + Penalty 165031.315925 = -107529484.216150
  nChanged 8
Iteration 324Q (29544.470000 sec): 74 clusters
  Score: Raw -107694515.629007 + Penalty 165031.315925 = -107529484.313082
  nChanged 5
Iteration 325Q (29620.370000 sec): 74 clusters
  Score: Raw -107694515.661948 + Penalty 165031.315925 = -107529484.346023
  nChanged 2
Iteration 326Q (29698.230000 sec): 74 clusters
  Score: Raw -107694515.683577 + Penalty 165031.315925 = -107529484.367652
  nChanged 1
Iteration 327Q (29775.070000 sec): 74 clusters
  Score: Raw -107694515.685920 + Penalty 165031.315925 = -107529484.369994
  nChanged 0
Iteration 328F (29916.500000 sec): 74 clusters
  Score: Raw -107694515.685920 + Penalty 165031.315925 = -107529484.369994
  nChanged 0
Compute initial score before splitting:   Score: Raw -107694515.685920 + Penalty 165031.315925 = -107529484.369994
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 1 (121861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29917.130000 sec): 2 clusters
  Score: Raw -11656380.128575 + Penalty 1902.978404 = -11654477.150171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29917.890000 sec): 3 clusters
  Score: Raw -11576829.483963 + Penalty 3805.956807 = -11573023.527156
  nChanged 58412
		SP:Iteration 1F (29918.610000 sec): 3 clusters
  Score: Raw -11611567.276210 + Penalty 3805.956807 = -11607761.319402
  nChanged 4825
		SP:Iteration 2Q (29919.410000 sec): 3 clusters
  Score: Raw -11613134.785108 + Penalty 3805.956807 = -11609328.828301
  nChanged 5200
		SP:Iteration 3Q (29920.140000 sec): 3 clusters
  Score: Raw -11615019.068314 + Penalty 3805.956807 = -11611213.111507
  nChanged 5758
		SP:Iteration 4Q (29920.810000 sec): 3 clusters
  Score: Raw -11617396.295909 + Penalty 3805.956807 = -11613590.339102
  nChanged 6150
		SP:Iteration 5F (29921.470000 sec): 3 clusters
  Score: Raw -11620231.955348 + Penalty 3805.956807 = -11616425.998541
  nChanged 6507
		SP:Iteration 6F (29922.140000 sec): 3 clusters
  Score: Raw -11623325.705501 + Penalty 3805.956807 = -11619519.748694
  nChanged 6466
		SP:Iteration 7F (29922.800000 sec): 3 clusters
  Score: Raw -11626338.201739 + Penalty 3805.956807 = -11622532.244932
  nChanged 5987
		SP:Iteration 8Q (29923.570000 sec): 3 clusters
  Score: Raw -11628959.067727 + Penalty 3805.956807 = -11625153.110920
  nChanged 5413
		SP:Iteration 9Q (29924.400000 sec): 3 clusters
  Score: Raw -11631096.647981 + Penalty 3805.956807 = -11627290.691174
  nChanged 4751
		SP:Iteration 10Q (29925.170000 sec): 3 clusters
  Score: Raw -11632841.819812 + Penalty 3805.956807 = -11629035.863005
  nChanged 4128
		SP:Iteration 11Q (29925.990000 sec): 3 clusters
  Score: Raw -11634326.089473 + Penalty 3805.956807 = -11630520.132666
  nChanged 3852
		SP:Iteration 12Q (29926.760000 sec): 3 clusters
  Score: Raw -11635727.647558 + Penalty 3805.956807 = -11631921.690751
  nChanged 3621
		SP:Iteration 13Q (29927.590000 sec): 3 clusters
  Score: Raw -11637063.197836 + Penalty 3805.956807 = -11633257.241029
  nChanged 3419
		SP:Iteration 14Q (29928.330000 sec): 3 clusters
  Score: Raw -11638305.379361 + Penalty 3805.956807 = -11634499.422554
  nChanged 3163
		SP:Iteration 15Q (29929.080000 sec): 3 clusters
  Score: Raw -11639421.069411 + Penalty 3805.956807 = -11635615.112604
  nChanged 2913
		SP:Iteration 16Q (29929.900000 sec): 3 clusters
  Score: Raw -11640392.864235 + Penalty 3805.956807 = -11636586.907428
  nChanged 2629
		SP:Iteration 17Q (29930.680000 sec): 3 clusters
  Score: Raw -11641143.801492 + Penalty 3805.956807 = -11637337.844685
  nChanged 2119
		SP:Iteration 18Q (29931.340000 sec): 3 clusters
  Score: Raw -11641637.334556 + Penalty 3805.956807 = -11637831.377749
  nChanged 1703
		SP:Iteration 19Q (29932.000000 sec): 3 clusters
  Score: Raw -11641963.181451 + Penalty 3805.956807 = -11638157.224644
  nChanged 1383
		SP:Iteration 20F (29932.850000 sec): 3 clusters
  Score: Raw -11642203.756435 + Penalty 3805.956807 = -11638397.799628
  nChanged 1160
		SP:Iteration 21Q (29933.580000 sec): 3 clusters
  Score: Raw -11642392.404804 + Penalty 3805.956807 = -11638586.447997
  nChanged 1054
		SP:Iteration 22Q (29934.400000 sec): 3 clusters
  Score: Raw -11642557.432906 + Penalty 3805.956807 = -11638751.476098
  nChanged 963
		SP:Iteration 23Q (29935.140000 sec): 3 clusters
  Score: Raw -11642700.390286 + Penalty 3805.956807 = -11638894.433479
  nChanged 939
		SP:Iteration 24Q (29935.890000 sec): 3 clusters
  Score: Raw -11642841.841124 + Penalty 3805.956807 = -11639035.884317
  nChanged 910
		SP:Iteration 25Q (29936.620000 sec): 3 clusters
  Score: Raw -11642983.003043 + Penalty 3805.956807 = -11639177.046236
  nChanged 951
		SP:Iteration 26Q (29937.320000 sec): 3 clusters
  Score: Raw -11643145.881015 + Penalty 3805.956807 = -11639339.924207
  nChanged 988
		SP:Iteration 27Q (29937.980000 sec): 3 clusters
  Score: Raw -11643311.008305 + Penalty 3805.956807 = -11639505.051498
  nChanged 1027
		SP:Iteration 28Q (29938.690000 sec): 3 clusters
  Score: Raw -11643484.567920 + Penalty 3805.956807 = -11639678.611113
  nChanged 1026
		SP:Iteration 29Q (29939.360000 sec): 3 clusters
  Score: Raw -11643657.489588 + Penalty 3805.956807 = -11639851.532781
  nChanged 1066
		SP:Iteration 30Q (29940.160000 sec): 3 clusters
  Score: Raw -11643844.952865 + Penalty 3805.956807 = -11640038.996058
  nChanged 1084
		SP:Iteration 31Q (29940.890000 sec): 3 clusters
  Score: Raw -11644040.675648 + Penalty 3805.956807 = -11640234.718841
  nChanged 1108
		SP:Iteration 32Q (29941.640000 sec): 3 clusters
  Score: Raw -11644237.737834 + Penalty 3805.956807 = -11640431.781027
  nChanged 1087
		SP:Iteration 33Q (29942.380000 sec): 3 clusters
  Score: Raw -11644437.443496 + Penalty 3805.956807 = -11640631.486689
  nChanged 1188
		SP:Iteration 34Q (29943.140000 sec): 3 clusters
  Score: Raw -11644665.864833 + Penalty 3805.956807 = -11640859.908026
  nChanged 1276
		SP:Iteration 35Q (29943.890000 sec): 3 clusters
  Score: Raw -11644920.598240 + Penalty 3805.956807 = -11641114.641433
  nChanged 1302
		SP:Iteration 36Q (29944.590000 sec): 3 clusters
  Score: Raw -11645191.353297 + Penalty 3805.956807 = -11641385.396490
  nChanged 1320
		SP:Iteration 37Q (29945.300000 sec): 3 clusters
  Score: Raw -11645472.952270 + Penalty 3805.956807 = -11641666.995463
  nChanged 1347
		SP:Iteration 38Q (29946.040000 sec): 3 clusters
  Score: Raw -11645765.747759 + Penalty 3805.956807 = -11641959.790952
  nChanged 1404
		SP:Iteration 39Q (29946.760000 sec): 3 clusters
  Score: Raw -11646092.333422 + Penalty 3805.956807 = -11642286.376615
  nChanged 1493
		SP:Iteration 40F (29947.560000 sec): 3 clusters
  Score: Raw -11646464.738627 + Penalty 3805.956807 = -11642658.781820
  nChanged 1482
		SP:Iteration 41Q (29948.330000 sec): 3 clusters
  Score: Raw -11646849.954435 + Penalty 3805.956807 = -11643043.997628
  nChanged 1543
		SP:Iteration 42Q (29949.060000 sec): 3 clusters
  Score: Raw -11647271.114383 + Penalty 3805.956807 = -11643465.157576
  nChanged 1597
		SP:Iteration 43Q (29949.720000 sec): 3 clusters
  Score: Raw -11647738.331106 + Penalty 3805.956807 = -11643932.374299
  nChanged 1626
		SP:Iteration 44Q (29950.410000 sec): 3 clusters
  Score: Raw -11648215.651149 + Penalty 3805.956807 = -11644409.694342
  nChanged 1639
		SP:Iteration 45Q (29951.280000 sec): 3 clusters
  Score: Raw -11648735.427465 + Penalty 3805.956807 = -11644929.470657
  nChanged 1720
		SP:Iteration 46Q (29952.100000 sec): 3 clusters
  Score: Raw -11649337.311738 + Penalty 3805.956807 = -11645531.354931
  nChanged 1749
		SP:Iteration 47Q (29952.780000 sec): 3 clusters
  Score: Raw -11649977.312100 + Penalty 3805.956807 = -11646171.355293
  nChanged 1771
		SP:Iteration 48Q (29953.490000 sec): 3 clusters
  Score: Raw -11650685.323273 + Penalty 3805.956807 = -11646879.366466
  nChanged 1806
		SP:Iteration 49Q (29954.160000 sec): 3 clusters
  Score: Raw -11651443.856085 + Penalty 3805.956807 = -11647637.899277
  nChanged 1720
		SP:Iteration 50Q (29954.790000 sec): 3 clusters
  Score: Raw -11652204.463042 + Penalty 3805.956807 = -11648398.506235
  nChanged 1631
		SP:Iteration 51Q (29955.520000 sec): 3 clusters
  Score: Raw -11652938.709815 + Penalty 3805.956807 = -11649132.753008
  nChanged 1525
		SP:Iteration 52Q (29956.250000 sec): 3 clusters
  Score: Raw -11653657.631695 + Penalty 3805.956807 = -11649851.674888
  nChanged 1404
		SP:Iteration 53Q (29956.980000 sec): 3 clusters
  Score: Raw -11654339.681206 + Penalty 3805.956807 = -11650533.724398
  nChanged 1205
		SP:Iteration 54Q (29957.700000 sec): 3 clusters
  Score: Raw -11654903.232504 + Penalty 3805.956807 = -11651097.275697
  nChanged 1017
		SP:Iteration 55Q (29958.330000 sec): 3 clusters
  Score: Raw -11655362.338740 + Penalty 3805.956807 = -11651556.381932
  nChanged 859
		SP:Iteration 56Q (29959.110000 sec): 3 clusters
  Score: Raw -11655746.575210 + Penalty 3805.956807 = -11651940.618403
  nChanged 707
		SP:Iteration 57Q (29959.780000 sec): 3 clusters
  Score: Raw -11656056.740037 + Penalty 3805.956807 = -11652250.783230
  nChanged 556
		SP:Iteration 58Q (29960.400000 sec): 3 clusters
  Score: Raw -11656299.565090 + Penalty 3805.956807 = -11652493.608283
  nChanged 424
		SP:Iteration 59Q (29960.950000 sec): 3 clusters
  Score: Raw -11656481.503172 + Penalty 3805.956807 = -11652675.546365
  nChanged 303
		SP:Iteration 60F (29961.580000 sec): 3 clusters
  Score: Raw -11656606.183512 + Penalty 3805.956807 = -11652800.226705
  nChanged 266
		SP:Iteration 61Q (29962.170000 sec): 3 clusters
  Score: Raw -11656715.663042 + Penalty 3805.956807 = -11652909.706235
  nChanged 193
		SP:Iteration 62Q (29962.730000 sec): 3 clusters
  Score: Raw -11656799.776436 + Penalty 3805.956807 = -11652993.819628
  nChanged 178
		SP:Iteration 63Q (29963.400000 sec): 3 clusters
  Score: Raw -11656859.266434 + Penalty 3805.956807 = -11653053.309626
  nChanged 113
		SP:Iteration 64Q (29964.060000 sec): 3 clusters
  Score: Raw -11656895.080954 + Penalty 3805.956807 = -11653089.124147
  nChanged 83
		SP:Iteration 65Q (29964.690000 sec): 3 clusters
  Score: Raw -11656921.505250 + Penalty 3805.956807 = -11653115.548443
  nChanged 78
		SP:Iteration 66Q (29965.270000 sec): 3 clusters
  Score: Raw -11656944.211461 + Penalty 3805.956807 = -11653138.254654
  nChanged 56
		SP:Iteration 67Q (29965.850000 sec): 3 clusters
  Score: Raw -11656959.085590 + Penalty 3805.956807 = -11653153.128783
  nChanged 52
		SP:Iteration 68Q (29966.460000 sec): 3 clusters
  Score: Raw -11656975.435802 + Penalty 3805.956807 = -11653169.478995
  nChanged 56
		SP:Iteration 69Q (29967.030000 sec): 3 clusters
  Score: Raw -11656993.189141 + Penalty 3805.956807 = -11653187.232334
  nChanged 44
		SP:Iteration 70Q (29967.670000 sec): 3 clusters
  Score: Raw -11657005.789695 + Penalty 3805.956807 = -11653199.832887
  nChanged 38
		SP:Iteration 71Q (29968.290000 sec): 3 clusters
  Score: Raw -11657016.604310 + Penalty 3805.956807 = -11653210.647503
  nChanged 21
		SP:Iteration 72Q (29968.910000 sec): 3 clusters
  Score: Raw -11657021.943630 + Penalty 3805.956807 = -11653215.986823
  nChanged 19
		SP:Iteration 73Q (29969.500000 sec): 3 clusters
  Score: Raw -11657026.592587 + Penalty 3805.956807 = -11653220.635780
  nChanged 16
		SP:Iteration 74Q (29970.090000 sec): 3 clusters
  Score: Raw -11657030.106158 + Penalty 3805.956807 = -11653224.149351
  nChanged 15
		SP:Iteration 75Q (29970.660000 sec): 3 clusters
  Score: Raw -11657033.450446 + Penalty 3805.956807 = -11653227.493639
  nChanged 13
		SP:Iteration 76Q (29971.310000 sec): 3 clusters
  Score: Raw -11657035.778223 + Penalty 3805.956807 = -11653229.821416
  nChanged 6
		SP:Iteration 77Q (29971.980000 sec): 3 clusters
  Score: Raw -11657037.267446 + Penalty 3805.956807 = -11653231.310639
  nChanged 3
		SP:Iteration 78Q (29972.660000 sec): 3 clusters
  Score: Raw -11657038.164399 + Penalty 3805.956807 = -11653232.207592
  nChanged 4
		SP:Iteration 79Q (29973.330000 sec): 3 clusters
  Score: Raw -11657039.208898 + Penalty 3805.956807 = -11653233.252091
  nChanged 4
		SP:Iteration 80F (29973.990000 sec): 3 clusters
  Score: Raw -11657040.011568 + Penalty 3805.956807 = -11653234.054761
  nChanged 1
		SP:Iteration 81Q (29974.640000 sec): 3 clusters
  Score: Raw -11657040.286474 + Penalty 3805.956807 = -11653234.329667
  nChanged 0
		SP:Iteration 82F (29975.300000 sec): 3 clusters
  Score: Raw -11657040.286474 + Penalty 3805.956807 = -11653234.329667
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 2 (2213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29975.430000 sec): 2 clusters
  Score: Raw -212038.128325 + Penalty 1251.591955 = -210786.536369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29975.660000 sec): 3 clusters
  Score: Raw -211096.977560 + Penalty 2503.183911 = -208593.793650
  nChanged 776
		SP:Iteration 1F (29975.840000 sec): 3 clusters
  Score: Raw -211580.623883 + Penalty 2503.183911 = -209077.439973
  nChanged 198
		SP:Iteration 2F (29976.030000 sec): 3 clusters
  Score: Raw -211736.322743 + Penalty 2503.183911 = -209233.138833
  nChanged 133
		SP:Iteration 3F (29976.230000 sec): 3 clusters
  Score: Raw -211856.759022 + Penalty 2503.183911 = -209353.575112
  nChanged 106
		SP:Iteration 4Q (29976.410000 sec): 3 clusters
  Score: Raw -211953.387966 + Penalty 2503.183911 = -209450.204055
  nChanged 103
		SP:Iteration 5Q (29976.620000 sec): 3 clusters
  Score: Raw -212040.282510 + Penalty 2503.183911 = -209537.098600
  nChanged 76
		SP:Iteration 6Q (29976.810000 sec): 3 clusters
  Score: Raw -212104.533665 + Penalty 2503.183911 = -209601.349755
  nChanged 59
		SP:Iteration 7Q (29976.960000 sec): 3 clusters
  Score: Raw -212158.683544 + Penalty 2503.183911 = -209655.499633
  nChanged 54
		SP:Iteration 8Q (29977.170000 sec): 3 clusters
  Score: Raw -212204.477032 + Penalty 2503.183911 = -209701.293122
  nChanged 47
		SP:Iteration 9Q (29977.370000 sec): 3 clusters
  Score: Raw -212240.581547 + Penalty 2503.183911 = -209737.397636
  nChanged 34
		SP:Iteration 10Q (29977.530000 sec): 3 clusters
  Score: Raw -212263.157976 + Penalty 2503.183911 = -209759.974066
  nChanged 26
		SP:Iteration 11Q (29977.700000 sec): 3 clusters
  Score: Raw -212280.136368 + Penalty 2503.183911 = -209776.952457
  nChanged 21
		SP:Iteration 12Q (29977.880000 sec): 3 clusters
  Score: Raw -212294.851466 + Penalty 2503.183911 = -209791.667556
  nChanged 21
		SP:Iteration 13Q (29978.090000 sec): 3 clusters
  Score: Raw -212307.935254 + Penalty 2503.183911 = -209804.751343
  nChanged 11
		SP:Iteration 14Q (29978.290000 sec): 3 clusters
  Score: Raw -212315.996866 + Penalty 2503.183911 = -209812.812956
  nChanged 12
		SP:Iteration 15Q (29978.440000 sec): 3 clusters
  Score: Raw -212325.882540 + Penalty 2503.183911 = -209822.698630
  nChanged 15
		SP:Iteration 16Q (29978.610000 sec): 3 clusters
  Score: Raw -212339.079439 + Penalty 2503.183911 = -209835.895528
  nChanged 16
		SP:Iteration 17Q (29978.820000 sec): 3 clusters
  Score: Raw -212348.112804 + Penalty 2503.183911 = -209844.928894
  nChanged 9
		SP:Iteration 18Q (29979.020000 sec): 3 clusters
  Score: Raw -212353.213734 + Penalty 2503.183911 = -209850.029824
  nChanged 11
		SP:Iteration 19Q (29979.210000 sec): 3 clusters
  Score: Raw -212359.324841 + Penalty 2503.183911 = -209856.140930
  nChanged 11
		SP:Iteration 20F (29979.440000 sec): 3 clusters
  Score: Raw -212364.480238 + Penalty 2503.183911 = -209861.296328
  nChanged 9
		SP:Iteration 21Q (29979.620000 sec): 3 clusters
  Score: Raw -212370.469392 + Penalty 2503.183911 = -209867.285482
  nChanged 14
		SP:Iteration 22Q (29979.840000 sec): 3 clusters
  Score: Raw -212379.887504 + Penalty 2503.183911 = -209876.703593
  nChanged 12
		SP:Iteration 23Q (29980.000000 sec): 3 clusters
  Score: Raw -212385.827493 + Penalty 2503.183911 = -209882.643582
  nChanged 5
		SP:Iteration 24Q (29980.220000 sec): 3 clusters
  Score: Raw -212387.711535 + Penalty 2503.183911 = -209884.527625
  nChanged 7
		SP:Iteration 25Q (29980.420000 sec): 3 clusters
  Score: Raw -212390.551681 + Penalty 2503.183911 = -209887.367771
  nChanged 6
		SP:Iteration 26Q (29980.580000 sec): 3 clusters
  Score: Raw -212393.643057 + Penalty 2503.183911 = -209890.459147
  nChanged 9
		SP:Iteration 27Q (29980.740000 sec): 3 clusters
  Score: Raw -212397.191740 + Penalty 2503.183911 = -209894.007829
  nChanged 6
		SP:Iteration 28Q (29980.930000 sec): 3 clusters
  Score: Raw -212399.780578 + Penalty 2503.183911 = -209896.596667
  nChanged 2
		SP:Iteration 29Q (29981.120000 sec): 3 clusters
  Score: Raw -212401.611831 + Penalty 2503.183911 = -209898.427921
  nChanged 2
		SP:Iteration 30Q (29981.310000 sec): 3 clusters
  Score: Raw -212402.180286 + Penalty 2503.183911 = -209898.996375
  nChanged 4
		SP:Iteration 31Q (29981.460000 sec): 3 clusters
  Score: Raw -212404.751483 + Penalty 2503.183911 = -209901.567573
  nChanged 7
		SP:Iteration 32Q (29981.650000 sec): 3 clusters
  Score: Raw -212408.247490 + Penalty 2503.183911 = -209905.063580
  nChanged 5
		SP:Iteration 33Q (29981.800000 sec): 3 clusters
  Score: Raw -212411.449200 + Penalty 2503.183911 = -209908.265290
  nChanged 5
		SP:Iteration 34Q (29982.010000 sec): 3 clusters
  Score: Raw -212413.600244 + Penalty 2503.183911 = -209910.416334
  nChanged 6
		SP:Iteration 35Q (29982.130000 sec): 3 clusters
  Score: Raw -212417.391188 + Penalty 2503.183911 = -209914.207277
  nChanged 4
		SP:Iteration 36Q (29982.340000 sec): 3 clusters
  Score: Raw -212419.727918 + Penalty 2503.183911 = -209916.544007
  nChanged 5
		SP:Iteration 37Q (29982.520000 sec): 3 clusters
  Score: Raw -212423.498599 + Penalty 2503.183911 = -209920.314688
  nChanged 5
		SP:Iteration 38Q (29982.720000 sec): 3 clusters
  Score: Raw -212426.005288 + Penalty 2503.183911 = -209922.821378
  nChanged 3
		SP:Iteration 39Q (29982.900000 sec): 3 clusters
  Score: Raw -212427.416124 + Penalty 2503.183911 = -209924.232213
  nChanged 2
		SP:Iteration 40F (29983.040000 sec): 3 clusters
  Score: Raw -212428.203099 + Penalty 2503.183911 = -209925.019189
  nChanged 2
		SP:Iteration 41Q (29983.290000 sec): 3 clusters
  Score: Raw -212429.023821 + Penalty 2503.183911 = -209925.839910
  nChanged 3
		SP:Iteration 42Q (29983.440000 sec): 3 clusters
  Score: Raw -212431.238836 + Penalty 2503.183911 = -209928.054926
  nChanged 7
		SP:Iteration 43Q (29983.630000 sec): 3 clusters
  Score: Raw -212434.220878 + Penalty 2503.183911 = -209931.036968
  nChanged 5
		SP:Iteration 44Q (29983.840000 sec): 3 clusters
  Score: Raw -212437.001829 + Penalty 2503.183911 = -209933.817918
  nChanged 7
		SP:Iteration 45Q (29984.050000 sec): 3 clusters
  Score: Raw -212441.706549 + Penalty 2503.183911 = -209938.522639
  nChanged 14
		SP:Iteration 46Q (29984.220000 sec): 3 clusters
  Score: Raw -212448.927099 + Penalty 2503.183911 = -209945.743189
  nChanged 10
		SP:Iteration 47Q (29984.450000 sec): 3 clusters
  Score: Raw -212453.727037 + Penalty 2503.183911 = -209950.543126
  nChanged 9
		SP:Iteration 48Q (29984.590000 sec): 3 clusters
  Score: Raw -212458.086985 + Penalty 2503.183911 = -209954.903074
  nChanged 11
		SP:Iteration 49Q (29984.750000 sec): 3 clusters
  Score: Raw -212462.694790 + Penalty 2503.183911 = -209959.510879
  nChanged 15
		SP:Iteration 50Q (29984.960000 sec): 3 clusters
  Score: Raw -212472.494655 + Penalty 2503.183911 = -209969.310745
  nChanged 16
		SP:Iteration 51Q (29985.100000 sec): 3 clusters
  Score: Raw -212483.622922 + Penalty 2503.183911 = -209980.439011
  nChanged 11
		SP:Iteration 52Q (29985.300000 sec): 3 clusters
  Score: Raw -212489.203354 + Penalty 2503.183911 = -209986.019444
  nChanged 13
		SP:Iteration 53Q (29985.480000 sec): 3 clusters
  Score: Raw -212496.661798 + Penalty 2503.183911 = -209993.477887
  nChanged 9
		SP:Iteration 54Q (29985.620000 sec): 3 clusters
  Score: Raw -212501.521851 + Penalty 2503.183911 = -209998.337941
  nChanged 13
		SP:Iteration 55Q (29985.850000 sec): 3 clusters
  Score: Raw -212508.952449 + Penalty 2503.183911 = -210005.768539
  nChanged 15
		SP:Iteration 56Q (29986.000000 sec): 3 clusters
  Score: Raw -212516.284343 + Penalty 2503.183911 = -210013.100433
  nChanged 17
		SP:Iteration 57Q (29986.200000 sec): 3 clusters
  Score: Raw -212528.701455 + Penalty 2503.183911 = -210025.517545
  nChanged 24
		SP:Iteration 58Q (29986.360000 sec): 3 clusters
  Score: Raw -212544.809179 + Penalty 2503.183911 = -210041.625268
  nChanged 26
		SP:Iteration 59Q (29986.550000 sec): 3 clusters
  Score: Raw -212563.953511 + Penalty 2503.183911 = -210060.769600
  nChanged 31
		SP:Iteration 60F (29986.690000 sec): 3 clusters
  Score: Raw -212585.433316 + Penalty 2503.183911 = -210082.249405
  nChanged 25
		SP:Iteration 61Q (29986.910000 sec): 3 clusters
  Score: Raw -212604.209205 + Penalty 2503.183911 = -210101.025294
  nChanged 23
		SP:Iteration 62Q (29987.080000 sec): 3 clusters
  Score: Raw -212618.217776 + Penalty 2503.183911 = -210115.033865
  nChanged 19
		SP:Iteration 63Q (29987.240000 sec): 3 clusters
  Score: Raw -212628.447471 + Penalty 2503.183911 = -210125.263560
  nChanged 13
		SP:Iteration 64Q (29987.400000 sec): 3 clusters
  Score: Raw -212636.624392 + Penalty 2503.183911 = -210133.440482
  nChanged 14
		SP:Iteration 65Q (29987.560000 sec): 3 clusters
  Score: Raw -212645.046415 + Penalty 2503.183911 = -210141.862505
  nChanged 15
		SP:Iteration 66Q (29987.730000 sec): 3 clusters
  Score: Raw -212651.935199 + Penalty 2503.183911 = -210148.751288
  nChanged 8
		SP:Iteration 67Q (29987.940000 sec): 3 clusters
  Score: Raw -212656.105511 + Penalty 2503.183911 = -210152.921600
  nChanged 8
		SP:Iteration 68Q (29988.090000 sec): 3 clusters
  Score: Raw -212660.536550 + Penalty 2503.183911 = -210157.352639
  nChanged 6
		SP:Iteration 69Q (29988.270000 sec): 3 clusters
  Score: Raw -212663.886823 + Penalty 2503.183911 = -210160.702913
  nChanged 5
		SP:Iteration 70Q (29988.470000 sec): 3 clusters
  Score: Raw -212666.383048 + Penalty 2503.183911 = -210163.199137
  nChanged 8
		SP:Iteration 71Q (29988.680000 sec): 3 clusters
  Score: Raw -212669.988755 + Penalty 2503.183911 = -210166.804844
  nChanged 4
		SP:Iteration 72Q (29988.850000 sec): 3 clusters
  Score: Raw -212671.649970 + Penalty 2503.183911 = -210168.466060
  nChanged 4
		SP:Iteration 73Q (29989.020000 sec): 3 clusters
  Score: Raw -212673.435735 + Penalty 2503.183911 = -210170.251825
  nChanged 1
		SP:Iteration 74Q (29989.180000 sec): 3 clusters
  Score: Raw -212674.038012 + Penalty 2503.183911 = -210170.854102
  nChanged 0
		SP:Iteration 75F (29989.350000 sec): 3 clusters
  Score: Raw -212674.038012 + Penalty 2503.183911 = -210170.854102
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 3 (8947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29989.470000 sec): 2 clusters
  Score: Raw -940853.474604 + Penalty 1478.599453 = -939374.875151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29989.700000 sec): 3 clusters
  Score: Raw -935824.593982 + Penalty 2957.198907 = -932867.395075
  nChanged 3884
		SP:Iteration 1F (29989.920000 sec): 3 clusters
  Score: Raw -937897.664289 + Penalty 2957.198907 = -934940.465383
  nChanged 625
		SP:Iteration 2F (29990.160000 sec): 3 clusters
  Score: Raw -938200.215518 + Penalty 2957.198907 = -935243.016611
  nChanged 520
		SP:Iteration 3F (29990.360000 sec): 3 clusters
  Score: Raw -938494.369460 + Penalty 2957.198907 = -935537.170553
  nChanged 499
		SP:Iteration 4F (29990.620000 sec): 3 clusters
  Score: Raw -938832.151388 + Penalty 2957.198907 = -935874.952481
  nChanged 537
		SP:Iteration 5F (29990.810000 sec): 3 clusters
  Score: Raw -939198.721659 + Penalty 2957.198907 = -936241.522752
  nChanged 504
		SP:Iteration 6F (29991.080000 sec): 3 clusters
  Score: Raw -939512.284615 + Penalty 2957.198907 = -936555.085708
  nChanged 442
		SP:Iteration 7Q (29991.280000 sec): 3 clusters
  Score: Raw -939802.047251 + Penalty 2957.198907 = -936844.848344
  nChanged 410
		SP:Iteration 8Q (29991.530000 sec): 3 clusters
  Score: Raw -940082.866890 + Penalty 2957.198907 = -937125.667983
  nChanged 332
		SP:Iteration 9Q (29991.760000 sec): 3 clusters
  Score: Raw -940314.351046 + Penalty 2957.198907 = -937357.152139
  nChanged 288
		SP:Iteration 10Q (29991.990000 sec): 3 clusters
  Score: Raw -940508.658224 + Penalty 2957.198907 = -937551.459317
  nChanged 232
		SP:Iteration 11Q (29992.250000 sec): 3 clusters
  Score: Raw -940653.381104 + Penalty 2957.198907 = -937696.182197
  nChanged 182
		SP:Iteration 12Q (29992.470000 sec): 3 clusters
  Score: Raw -940761.838416 + Penalty 2957.198907 = -937804.639509
  nChanged 156
		SP:Iteration 13Q (29992.700000 sec): 3 clusters
  Score: Raw -940847.881200 + Penalty 2957.198907 = -937890.682293
  nChanged 127
		SP:Iteration 14Q (29992.910000 sec): 3 clusters
  Score: Raw -940911.281068 + Penalty 2957.198907 = -937954.082161
  nChanged 116
		SP:Iteration 15Q (29993.140000 sec): 3 clusters
  Score: Raw -940966.878912 + Penalty 2957.198907 = -938009.680005
  nChanged 104
		SP:Iteration 16Q (29993.330000 sec): 3 clusters
  Score: Raw -941014.566463 + Penalty 2957.198907 = -938057.367556
  nChanged 105
		SP:Iteration 17Q (29993.550000 sec): 3 clusters
  Score: Raw -941054.603587 + Penalty 2957.198907 = -938097.404680
  nChanged 75
		SP:Iteration 18Q (29993.760000 sec): 3 clusters
  Score: Raw -941081.207924 + Penalty 2957.198907 = -938124.009017
  nChanged 70
		SP:Iteration 19Q (29993.960000 sec): 3 clusters
  Score: Raw -941107.230178 + Penalty 2957.198907 = -938150.031271
  nChanged 69
		SP:Iteration 20F (29994.220000 sec): 3 clusters
  Score: Raw -941136.641747 + Penalty 2957.198907 = -938179.442840
  nChanged 68
		SP:Iteration 21Q (29994.380000 sec): 3 clusters
  Score: Raw -941165.604304 + Penalty 2957.198907 = -938208.405397
  nChanged 57
		SP:Iteration 22Q (29994.630000 sec): 3 clusters
  Score: Raw -941188.226303 + Penalty 2957.198907 = -938231.027396
  nChanged 50
		SP:Iteration 23Q (29994.830000 sec): 3 clusters
  Score: Raw -941209.232603 + Penalty 2957.198907 = -938252.033696
  nChanged 55
		SP:Iteration 24Q (29995.020000 sec): 3 clusters
  Score: Raw -941229.023007 + Penalty 2957.198907 = -938271.824101
  nChanged 43
		SP:Iteration 25Q (29995.220000 sec): 3 clusters
  Score: Raw -941252.166266 + Penalty 2957.198907 = -938294.967359
  nChanged 61
		SP:Iteration 26Q (29995.420000 sec): 3 clusters
  Score: Raw -941300.007428 + Penalty 2957.198907 = -938342.808521
  nChanged 75
		SP:Iteration 27Q (29995.630000 sec): 3 clusters
  Score: Raw -941362.759617 + Penalty 2957.198907 = -938405.560710
  nChanged 69
		SP:Iteration 28Q (29995.830000 sec): 3 clusters
  Score: Raw -941429.805746 + Penalty 2957.198907 = -938472.606839
  nChanged 64
		SP:Iteration 29Q (29996.040000 sec): 3 clusters
  Score: Raw -941498.578774 + Penalty 2957.198907 = -938541.379867
  nChanged 69
		SP:Iteration 30Q (29996.220000 sec): 3 clusters
  Score: Raw -941592.588079 + Penalty 2957.198907 = -938635.389172
  nChanged 66
		SP:Iteration 31Q (29996.460000 sec): 3 clusters
  Score: Raw -941662.302974 + Penalty 2957.198907 = -938705.104067
  nChanged 56
		SP:Iteration 32Q (29996.650000 sec): 3 clusters
  Score: Raw -941700.922152 + Penalty 2957.198907 = -938743.723245
  nChanged 36
		SP:Iteration 33Q (29996.840000 sec): 3 clusters
  Score: Raw -941719.267036 + Penalty 2957.198907 = -938762.068129
  nChanged 28
		SP:Iteration 34Q (29997.060000 sec): 3 clusters
  Score: Raw -941729.990090 + Penalty 2957.198907 = -938772.791183
  nChanged 19
		SP:Iteration 35Q (29997.240000 sec): 3 clusters
  Score: Raw -941739.512901 + Penalty 2957.198907 = -938782.313994
  nChanged 17
		SP:Iteration 36Q (29997.440000 sec): 3 clusters
  Score: Raw -941746.614156 + Penalty 2957.198907 = -938789.415249
  nChanged 9
		SP:Iteration 37Q (29997.650000 sec): 3 clusters
  Score: Raw -941748.651234 + Penalty 2957.198907 = -938791.452327
  nChanged 4
		SP:Iteration 38Q (29997.890000 sec): 3 clusters
  Score: Raw -941749.713672 + Penalty 2957.198907 = -938792.514765
  nChanged 4
		SP:Iteration 39Q (29998.080000 sec): 3 clusters
  Score: Raw -941751.005039 + Penalty 2957.198907 = -938793.806132
  nChanged 4
		SP:Iteration 40F (29998.310000 sec): 3 clusters
  Score: Raw -941752.063054 + Penalty 2957.198907 = -938794.864147
  nChanged 3
		SP:Iteration 41Q (29998.540000 sec): 3 clusters
  Score: Raw -941752.772542 + Penalty 2957.198907 = -938795.573635
  nChanged 1
		SP:Iteration 42Q (29998.740000 sec): 3 clusters
  Score: Raw -941752.990836 + Penalty 2957.198907 = -938795.791929
  nChanged 1
		SP:Iteration 43Q (29998.940000 sec): 3 clusters
  Score: Raw -941753.448974 + Penalty 2957.198907 = -938796.250067
  nChanged 2
		SP:Iteration 44Q (29999.140000 sec): 3 clusters
  Score: Raw -941753.792788 + Penalty 2957.198907 = -938796.593882
  nChanged 1
		SP:Iteration 45Q (29999.350000 sec): 3 clusters
  Score: Raw -941754.076820 + Penalty 2957.198907 = -938796.877913
  nChanged 0
		SP:Iteration 46F (29999.570000 sec): 3 clusters
  Score: Raw -941754.076820 + Penalty 2957.198907 = -938796.877913
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 4 (3207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29999.690000 sec): 2 clusters
  Score: Raw -297824.398444 + Penalty 1311.877320 = -296512.521124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29999.870000 sec): 3 clusters
  Score: Raw -296234.727996 + Penalty 2623.754640 = -293610.973356
  nChanged 1261
		SP:Iteration 1F (30000.060000 sec): 3 clusters
  Score: Raw -297025.397932 + Penalty 2623.754640 = -294401.643292
  nChanged 269
		SP:Iteration 2F (30000.260000 sec): 3 clusters
  Score: Raw -297263.510083 + Penalty 2623.754640 = -294639.755443
  nChanged 240
		SP:Iteration 3F (30000.420000 sec): 3 clusters
  Score: Raw -297451.251807 + Penalty 2623.754640 = -294827.497167
  nChanged 198
		SP:Iteration 4F (30000.610000 sec): 3 clusters
  Score: Raw -297622.850583 + Penalty 2623.754640 = -294999.095943
  nChanged 167
		SP:Iteration 5F (30000.840000 sec): 3 clusters
  Score: Raw -297762.452098 + Penalty 2623.754640 = -295138.697459
  nChanged 123
		SP:Iteration 6Q (30001.060000 sec): 3 clusters
  Score: Raw -297879.206305 + Penalty 2623.754640 = -295255.451665
  nChanged 117
		SP:Iteration 7Q (30001.210000 sec): 3 clusters
  Score: Raw -297977.077909 + Penalty 2623.754640 = -295353.323269
  nChanged 106
		SP:Iteration 8Q (30001.380000 sec): 3 clusters
  Score: Raw -298043.627348 + Penalty 2623.754640 = -295419.872708
  nChanged 67
		SP:Iteration 9Q (30001.540000 sec): 3 clusters
  Score: Raw -298088.380638 + Penalty 2623.754640 = -295464.625998
  nChanged 62
		SP:Iteration 10Q (30001.730000 sec): 3 clusters
  Score: Raw -298129.329331 + Penalty 2623.754640 = -295505.574691
  nChanged 56
		SP:Iteration 11Q (30001.960000 sec): 3 clusters
  Score: Raw -298165.769231 + Penalty 2623.754640 = -295542.014591
  nChanged 51
		SP:Iteration 12Q (30002.110000 sec): 3 clusters
  Score: Raw -298197.226233 + Penalty 2623.754640 = -295573.471593
  nChanged 45
		SP:Iteration 13Q (30002.280000 sec): 3 clusters
  Score: Raw -298226.132749 + Penalty 2623.754640 = -295602.378110
  nChanged 40
		SP:Iteration 14Q (30002.470000 sec): 3 clusters
  Score: Raw -298248.234396 + Penalty 2623.754640 = -295624.479756
  nChanged 28
		SP:Iteration 15Q (30002.650000 sec): 3 clusters
  Score: Raw -298263.643914 + Penalty 2623.754640 = -295639.889274
  nChanged 26
		SP:Iteration 16Q (30002.880000 sec): 3 clusters
  Score: Raw -298273.572999 + Penalty 2623.754640 = -295649.818359
  nChanged 19
		SP:Iteration 17Q (30003.060000 sec): 3 clusters
  Score: Raw -298283.189717 + Penalty 2623.754640 = -295659.435077
  nChanged 15
		SP:Iteration 18Q (30003.220000 sec): 3 clusters
  Score: Raw -298292.507607 + Penalty 2623.754640 = -295668.752967
  nChanged 20
		SP:Iteration 19Q (30003.410000 sec): 3 clusters
  Score: Raw -298302.359564 + Penalty 2623.754640 = -295678.604925
  nChanged 21
		SP:Iteration 20F (30003.620000 sec): 3 clusters
  Score: Raw -298315.961357 + Penalty 2623.754640 = -295692.206717
  nChanged 27
		SP:Iteration 21Q (30003.800000 sec): 3 clusters
  Score: Raw -298334.016236 + Penalty 2623.754640 = -295710.261596
  nChanged 30
		SP:Iteration 22Q (30003.990000 sec): 3 clusters
  Score: Raw -298352.488035 + Penalty 2623.754640 = -295728.733395
  nChanged 28
		SP:Iteration 23Q (30004.180000 sec): 3 clusters
  Score: Raw -298368.715580 + Penalty 2623.754640 = -295744.960940
  nChanged 26
		SP:Iteration 24Q (30004.410000 sec): 3 clusters
  Score: Raw -298383.479424 + Penalty 2623.754640 = -295759.724784
  nChanged 29
		SP:Iteration 25Q (30004.560000 sec): 3 clusters
  Score: Raw -298399.985755 + Penalty 2623.754640 = -295776.231115
  nChanged 26
		SP:Iteration 26Q (30004.780000 sec): 3 clusters
  Score: Raw -298417.247997 + Penalty 2623.754640 = -295793.493357
  nChanged 22
		SP:Iteration 27Q (30004.940000 sec): 3 clusters
  Score: Raw -298428.977078 + Penalty 2623.754640 = -295805.222438
  nChanged 15
		SP:Iteration 28Q (30005.100000 sec): 3 clusters
  Score: Raw -298435.901177 + Penalty 2623.754640 = -295812.146537
  nChanged 14
		SP:Iteration 29Q (30005.240000 sec): 3 clusters
  Score: Raw -298445.676683 + Penalty 2623.754640 = -295821.922043
  nChanged 15
		SP:Iteration 30Q (30005.400000 sec): 3 clusters
  Score: Raw -298456.303540 + Penalty 2623.754640 = -295832.548900
  nChanged 13
		SP:Iteration 31Q (30005.570000 sec): 3 clusters
  Score: Raw -298463.037307 + Penalty 2623.754640 = -295839.282667
  nChanged 6
		SP:Iteration 32Q (30005.740000 sec): 3 clusters
  Score: Raw -298465.929250 + Penalty 2623.754640 = -295842.174610
  nChanged 3
		SP:Iteration 33Q (30005.910000 sec): 3 clusters
  Score: Raw -298467.950234 + Penalty 2623.754640 = -295844.195594
  nChanged 3
		SP:Iteration 34Q (30006.140000 sec): 3 clusters
  Score: Raw -298469.172881 + Penalty 2623.754640 = -295845.418241
  nChanged 0
		SP:Iteration 35F (30006.380000 sec): 3 clusters
  Score: Raw -298469.172881 + Penalty 2623.754640 = -295845.418241
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 5 (5396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30006.530000 sec): 2 clusters
  Score: Raw -503910.023965 + Penalty 1396.429648 = -502513.594317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30006.680000 sec): 3 clusters
  Score: Raw -501085.532150 + Penalty 2792.859296 = -498292.672855
  nChanged 2178
		SP:Iteration 1F (30006.870000 sec): 3 clusters
  Score: Raw -502339.726713 + Penalty 2792.859296 = -499546.867417
  nChanged 372
		SP:Iteration 2F (30007.060000 sec): 3 clusters
  Score: Raw -502572.829400 + Penalty 2792.859296 = -499779.970104
  nChanged 331
		SP:Iteration 3F (30007.240000 sec): 3 clusters
  Score: Raw -502769.792502 + Penalty 2792.859296 = -499976.933206
  nChanged 238
		SP:Iteration 4Q (30007.420000 sec): 3 clusters
  Score: Raw -502918.915977 + Penalty 2792.859296 = -500126.056681
  nChanged 222
		SP:Iteration 5Q (30007.610000 sec): 3 clusters
  Score: Raw -503046.983137 + Penalty 2792.859296 = -500254.123841
  nChanged 182
		SP:Iteration 6Q (30007.780000 sec): 3 clusters
  Score: Raw -503153.023694 + Penalty 2792.859296 = -500360.164399
  nChanged 184
		SP:Iteration 7Q (30007.980000 sec): 3 clusters
  Score: Raw -503274.664802 + Penalty 2792.859296 = -500481.805506
  nChanged 199
		SP:Iteration 8Q (30008.210000 sec): 3 clusters
  Score: Raw -503411.434181 + Penalty 2792.859296 = -500618.574885
  nChanged 195
		SP:Iteration 9Q (30008.400000 sec): 3 clusters
  Score: Raw -503548.409784 + Penalty 2792.859296 = -500755.550488
  nChanged 200
		SP:Iteration 10Q (30008.590000 sec): 3 clusters
  Score: Raw -503698.325854 + Penalty 2792.859296 = -500905.466559
  nChanged 223
		SP:Iteration 11Q (30008.800000 sec): 3 clusters
  Score: Raw -503881.462120 + Penalty 2792.859296 = -501088.602825
  nChanged 222
		SP:Iteration 12Q (30008.970000 sec): 3 clusters
  Score: Raw -504038.968275 + Penalty 2792.859296 = -501246.108979
  nChanged 195
		SP:Iteration 13Q (30009.170000 sec): 3 clusters
  Score: Raw -504197.006419 + Penalty 2792.859296 = -501404.147124
  nChanged 210
		SP:Iteration 14Q (30009.350000 sec): 3 clusters
  Score: Raw -504370.690140 + Penalty 2792.859296 = -501577.830845
  nChanged 194
		SP:Iteration 15Q (30009.540000 sec): 3 clusters
  Score: Raw -504527.792500 + Penalty 2792.859296 = -501734.933204
  nChanged 172
		SP:Iteration 16Q (30009.740000 sec): 3 clusters
  Score: Raw -504694.502035 + Penalty 2792.859296 = -501901.642739
  nChanged 169
		SP:Iteration 17Q (30009.920000 sec): 3 clusters
  Score: Raw -504869.533121 + Penalty 2792.859296 = -502076.673825
  nChanged 132
		SP:Iteration 18Q (30010.090000 sec): 3 clusters
  Score: Raw -505008.435023 + Penalty 2792.859296 = -502215.575727
  nChanged 117
		SP:Iteration 19Q (30010.280000 sec): 3 clusters
  Score: Raw -505122.550490 + Penalty 2792.859296 = -502329.691194
  nChanged 87
		SP:Iteration 20F (30010.450000 sec): 3 clusters
  Score: Raw -505180.922288 + Penalty 2792.859296 = -502388.062993
  nChanged 55
		SP:Iteration 21Q (30010.620000 sec): 3 clusters
  Score: Raw -505208.717962 + Penalty 2792.859296 = -502415.858666
  nChanged 35
		SP:Iteration 22Q (30010.790000 sec): 3 clusters
  Score: Raw -505222.462708 + Penalty 2792.859296 = -502429.603412
  nChanged 29
		SP:Iteration 23Q (30010.970000 sec): 3 clusters
  Score: Raw -505232.270731 + Penalty 2792.859296 = -502439.411435
  nChanged 23
		SP:Iteration 24Q (30011.110000 sec): 3 clusters
  Score: Raw -505241.093967 + Penalty 2792.859296 = -502448.234672
  nChanged 25
		SP:Iteration 25Q (30011.310000 sec): 3 clusters
  Score: Raw -505248.024733 + Penalty 2792.859296 = -502455.165437
  nChanged 10
		SP:Iteration 26Q (30011.500000 sec): 3 clusters
  Score: Raw -505250.319514 + Penalty 2792.859296 = -502457.460218
  nChanged 8
		SP:Iteration 27Q (30011.700000 sec): 3 clusters
  Score: Raw -505252.297463 + Penalty 2792.859296 = -502459.438167
  nChanged 2
		SP:Iteration 28Q (30011.870000 sec): 3 clusters
  Score: Raw -505252.598080 + Penalty 2792.859296 = -502459.738784
  nChanged 0
		SP:Iteration 29F (30012.060000 sec): 3 clusters
  Score: Raw -505252.598080 + Penalty 2792.859296 = -502459.738784
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 6 (21548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30012.310000 sec): 2 clusters
  Score: Raw -2295480.115803 + Penalty 1621.431221 = -2293858.684581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30012.640000 sec): 3 clusters
  Score: Raw -2282432.283427 + Penalty 3242.862442 = -2279189.420984
  nChanged 9752
		SP:Iteration 1F (30012.910000 sec): 3 clusters
  Score: Raw -2287752.023777 + Penalty 3242.862442 = -2284509.161334
  nChanged 1052
		SP:Iteration 2Q (30013.200000 sec): 3 clusters
  Score: Raw -2288113.493482 + Penalty 3242.862442 = -2284870.631040
  nChanged 993
		SP:Iteration 3Q (30013.520000 sec): 3 clusters
  Score: Raw -2288468.505509 + Penalty 3242.862442 = -2285225.643067
  nChanged 941
		SP:Iteration 4Q (30013.810000 sec): 3 clusters
  Score: Raw -2288808.096274 + Penalty 3242.862442 = -2285565.233832
  nChanged 955
		SP:Iteration 5Q (30014.120000 sec): 3 clusters
  Score: Raw -2289212.536709 + Penalty 3242.862442 = -2285969.674266
  nChanged 1096
		SP:Iteration 6F (30014.400000 sec): 3 clusters
  Score: Raw -2289746.070974 + Penalty 3242.862442 = -2286503.208532
  nChanged 1194
		SP:Iteration 7F (30014.660000 sec): 3 clusters
  Score: Raw -2290428.259975 + Penalty 3242.862442 = -2287185.397533
  nChanged 1299
		SP:Iteration 8F (30014.930000 sec): 3 clusters
  Score: Raw -2291243.733311 + Penalty 3242.862442 = -2288000.870868
  nChanged 1298
		SP:Iteration 9F (30015.260000 sec): 3 clusters
  Score: Raw -2292113.259216 + Penalty 3242.862442 = -2288870.396773
  nChanged 1203
		SP:Iteration 10F (30015.490000 sec): 3 clusters
  Score: Raw -2292913.258441 + Penalty 3242.862442 = -2289670.395999
  nChanged 1019
		SP:Iteration 11Q (30015.780000 sec): 3 clusters
  Score: Raw -2293542.600902 + Penalty 3242.862442 = -2290299.738459
  nChanged 818
		SP:Iteration 12Q (30016.040000 sec): 3 clusters
  Score: Raw -2294032.813502 + Penalty 3242.862442 = -2290789.951060
  nChanged 627
		SP:Iteration 13Q (30016.340000 sec): 3 clusters
  Score: Raw -2294371.268013 + Penalty 3242.862442 = -2291128.405571
  nChanged 506
		SP:Iteration 14Q (30016.620000 sec): 3 clusters
  Score: Raw -2294624.087969 + Penalty 3242.862442 = -2291381.225526
  nChanged 380
		SP:Iteration 15Q (30016.900000 sec): 3 clusters
  Score: Raw -2294798.859031 + Penalty 3242.862442 = -2291555.996589
  nChanged 314
		SP:Iteration 16Q (30017.190000 sec): 3 clusters
  Score: Raw -2294943.337637 + Penalty 3242.862442 = -2291700.475195
  nChanged 271
		SP:Iteration 17Q (30017.510000 sec): 3 clusters
  Score: Raw -2295082.952299 + Penalty 3242.862442 = -2291840.089857
  nChanged 241
		SP:Iteration 18Q (30017.780000 sec): 3 clusters
  Score: Raw -2295216.208543 + Penalty 3242.862442 = -2291973.346100
  nChanged 226
		SP:Iteration 19Q (30018.100000 sec): 3 clusters
  Score: Raw -2295333.205890 + Penalty 3242.862442 = -2292090.343447
  nChanged 192
		SP:Iteration 20F (30018.390000 sec): 3 clusters
  Score: Raw -2295420.322469 + Penalty 3242.862442 = -2292177.460027
  nChanged 158
		SP:Iteration 21Q (30018.700000 sec): 3 clusters
  Score: Raw -2295494.864318 + Penalty 3242.862442 = -2292252.001876
  nChanged 126
		SP:Iteration 22Q (30018.910000 sec): 3 clusters
  Score: Raw -2295556.666808 + Penalty 3242.862442 = -2292313.804366
  nChanged 118
		SP:Iteration 23Q (30019.170000 sec): 3 clusters
  Score: Raw -2295611.801955 + Penalty 3242.862442 = -2292368.939513
  nChanged 84
		SP:Iteration 24Q (30019.440000 sec): 3 clusters
  Score: Raw -2295656.038752 + Penalty 3242.862442 = -2292413.176310
  nChanged 81
		SP:Iteration 25Q (30019.690000 sec): 3 clusters
  Score: Raw -2295706.722213 + Penalty 3242.862442 = -2292463.859771
  nChanged 76
		SP:Iteration 26Q (30019.960000 sec): 3 clusters
  Score: Raw -2295752.513668 + Penalty 3242.862442 = -2292509.651226
  nChanged 57
		SP:Iteration 27Q (30020.250000 sec): 3 clusters
  Score: Raw -2295779.585864 + Penalty 3242.862442 = -2292536.723422
  nChanged 42
		SP:Iteration 28Q (30020.560000 sec): 3 clusters
  Score: Raw -2295798.290020 + Penalty 3242.862442 = -2292555.427577
  nChanged 27
		SP:Iteration 29Q (30020.850000 sec): 3 clusters
  Score: Raw -2295810.313157 + Penalty 3242.862442 = -2292567.450715
  nChanged 25
		SP:Iteration 30Q (30021.210000 sec): 3 clusters
  Score: Raw -2295823.179089 + Penalty 3242.862442 = -2292580.316647
  nChanged 25
		SP:Iteration 31Q (30021.470000 sec): 3 clusters
  Score: Raw -2295834.325296 + Penalty 3242.862442 = -2292591.462854
  nChanged 23
		SP:Iteration 32Q (30021.800000 sec): 3 clusters
  Score: Raw -2295843.039539 + Penalty 3242.862442 = -2292600.177097
  nChanged 15
		SP:Iteration 33Q (30022.090000 sec): 3 clusters
  Score: Raw -2295848.411345 + Penalty 3242.862442 = -2292605.548903
  nChanged 19
		SP:Iteration 34Q (30022.340000 sec): 3 clusters
  Score: Raw -2295854.703085 + Penalty 3242.862442 = -2292611.840643
  nChanged 15
		SP:Iteration 35Q (30022.680000 sec): 3 clusters
  Score: Raw -2295859.849959 + Penalty 3242.862442 = -2292616.987517
  nChanged 23
		SP:Iteration 36Q (30022.950000 sec): 3 clusters
  Score: Raw -2295870.670145 + Penalty 3242.862442 = -2292627.807703
  nChanged 23
		SP:Iteration 37Q (30023.220000 sec): 3 clusters
  Score: Raw -2295885.034548 + Penalty 3242.862442 = -2292642.172106
  nChanged 23
		SP:Iteration 38Q (30023.530000 sec): 3 clusters
  Score: Raw -2295896.378960 + Penalty 3242.862442 = -2292653.516518
  nChanged 15
		SP:Iteration 39Q (30023.820000 sec): 3 clusters
  Score: Raw -2295903.972628 + Penalty 3242.862442 = -2292661.110186
  nChanged 13
		SP:Iteration 40F (30024.140000 sec): 3 clusters
  Score: Raw -2295909.605216 + Penalty 3242.862442 = -2292666.742774
  nChanged 13
		SP:Iteration 41Q (30024.400000 sec): 3 clusters
  Score: Raw -2295914.294085 + Penalty 3242.862442 = -2292671.431643
  nChanged 12
		SP:Iteration 42Q (30024.680000 sec): 3 clusters
  Score: Raw -2295919.013911 + Penalty 3242.862442 = -2292676.151468
  nChanged 6
		SP:Iteration 43Q (30024.960000 sec): 3 clusters
  Score: Raw -2295922.064762 + Penalty 3242.862442 = -2292679.202320
  nChanged 7
		SP:Iteration 44Q (30025.230000 sec): 3 clusters
  Score: Raw -2295925.601312 + Penalty 3242.862442 = -2292682.738870
  nChanged 4
		SP:Iteration 45Q (30025.480000 sec): 3 clusters
  Score: Raw -2295927.774066 + Penalty 3242.862442 = -2292684.911624
  nChanged 3
		SP:Iteration 46Q (30025.790000 sec): 3 clusters
  Score: Raw -2295928.969327 + Penalty 3242.862442 = -2292686.106885
  nChanged 2
		SP:Iteration 47Q (30026.030000 sec): 3 clusters
  Score: Raw -2295929.631406 + Penalty 3242.862442 = -2292686.768964
  nChanged 1
		SP:Iteration 48Q (30026.340000 sec): 3 clusters
  Score: Raw -2295930.229910 + Penalty 3242.862442 = -2292687.367468
  nChanged 3
		SP:Iteration 49Q (30026.640000 sec): 3 clusters
  Score: Raw -2295931.754570 + Penalty 3242.862442 = -2292688.892128
  nChanged 6
		SP:Iteration 50Q (30026.920000 sec): 3 clusters
  Score: Raw -2295934.654311 + Penalty 3242.862442 = -2292691.791868
  nChanged 6
		SP:Iteration 51Q (30027.220000 sec): 3 clusters
  Score: Raw -2295938.373891 + Penalty 3242.862442 = -2292695.511448
  nChanged 6
		SP:Iteration 52Q (30027.540000 sec): 3 clusters
  Score: Raw -2295941.322565 + Penalty 3242.862442 = -2292698.460123
  nChanged 3
		SP:Iteration 53Q (30027.850000 sec): 3 clusters
  Score: Raw -2295942.696626 + Penalty 3242.862442 = -2292699.834184
  nChanged 2
		SP:Iteration 54Q (30028.140000 sec): 3 clusters
  Score: Raw -2295943.843519 + Penalty 3242.862442 = -2292700.981077
  nChanged 2
		SP:Iteration 55Q (30028.430000 sec): 3 clusters
  Score: Raw -2295945.011462 + Penalty 3242.862442 = -2292702.149020
  nChanged 1
		SP:Iteration 56Q (30028.690000 sec): 3 clusters
  Score: Raw -2295945.681798 + Penalty 3242.862442 = -2292702.819356
  nChanged 1
		SP:Iteration 57Q (30028.930000 sec): 3 clusters
  Score: Raw -2295945.982734 + Penalty 3242.862442 = -2292703.120291
  nChanged 0
		SP:Iteration 58F (30029.270000 sec): 3 clusters
  Score: Raw -2295945.982734 + Penalty 3242.862442 = -2292703.120291
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 7 (12572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30029.390000 sec): 2 clusters
  Score: Raw -1226970.679773 + Penalty 1533.874452 = -1225436.805321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30029.650000 sec): 3 clusters
  Score: Raw -1219726.722014 + Penalty 3067.748904 = -1216658.973109
  nChanged 5507
		SP:Iteration 1F (30029.900000 sec): 3 clusters
  Score: Raw -1222747.980009 + Penalty 3067.748904 = -1219680.231105
  nChanged 769
		SP:Iteration 2F (30030.140000 sec): 3 clusters
  Score: Raw -1223099.192167 + Penalty 3067.748904 = -1220031.443263
  nChanged 668
		SP:Iteration 3F (30030.400000 sec): 3 clusters
  Score: Raw -1223395.531601 + Penalty 3067.748904 = -1220327.782697
  nChanged 593
		SP:Iteration 4Q (30030.650000 sec): 3 clusters
  Score: Raw -1223665.031773 + Penalty 3067.748904 = -1220597.282869
  nChanged 582
		SP:Iteration 5Q (30030.890000 sec): 3 clusters
  Score: Raw -1223949.983598 + Penalty 3067.748904 = -1220882.234693
  nChanged 539
		SP:Iteration 6Q (30031.140000 sec): 3 clusters
  Score: Raw -1224200.193961 + Penalty 3067.748904 = -1221132.445057
  nChanged 534
		SP:Iteration 7Q (30031.420000 sec): 3 clusters
  Score: Raw -1224454.884249 + Penalty 3067.748904 = -1221387.135345
  nChanged 496
		SP:Iteration 8Q (30031.650000 sec): 3 clusters
  Score: Raw -1224693.853804 + Penalty 3067.748904 = -1221626.104899
  nChanged 460
		SP:Iteration 9Q (30031.940000 sec): 3 clusters
  Score: Raw -1224950.018716 + Penalty 3067.748904 = -1221882.269811
  nChanged 470
		SP:Iteration 10Q (30032.200000 sec): 3 clusters
  Score: Raw -1225202.527976 + Penalty 3067.748904 = -1222134.779072
  nChanged 480
		SP:Iteration 11Q (30032.450000 sec): 3 clusters
  Score: Raw -1225492.729187 + Penalty 3067.748904 = -1222424.980283
  nChanged 442
		SP:Iteration 12Q (30032.740000 sec): 3 clusters
  Score: Raw -1225790.869139 + Penalty 3067.748904 = -1222723.120234
  nChanged 447
		SP:Iteration 13Q (30032.990000 sec): 3 clusters
  Score: Raw -1226113.438510 + Penalty 3067.748904 = -1223045.689605
  nChanged 429
		SP:Iteration 14Q (30033.200000 sec): 3 clusters
  Score: Raw -1226416.947164 + Penalty 3067.748904 = -1223349.198260
  nChanged 389
		SP:Iteration 15Q (30033.450000 sec): 3 clusters
  Score: Raw -1226698.054377 + Penalty 3067.748904 = -1223630.305473
  nChanged 346
		SP:Iteration 16Q (30033.650000 sec): 3 clusters
  Score: Raw -1226946.742873 + Penalty 3067.748904 = -1223878.993969
  nChanged 260
		SP:Iteration 17Q (30033.900000 sec): 3 clusters
  Score: Raw -1227122.449747 + Penalty 3067.748904 = -1224054.700843
  nChanged 202
		SP:Iteration 18Q (30034.140000 sec): 3 clusters
  Score: Raw -1227237.964679 + Penalty 3067.748904 = -1224170.215775
  nChanged 135
		SP:Iteration 19Q (30034.380000 sec): 3 clusters
  Score: Raw -1227308.367011 + Penalty 3067.748904 = -1224240.618107
  nChanged 104
		SP:Iteration 20F (30034.600000 sec): 3 clusters
  Score: Raw -1227363.292950 + Penalty 3067.748904 = -1224295.544045
  nChanged 81
		SP:Iteration 21Q (30034.820000 sec): 3 clusters
  Score: Raw -1227404.846835 + Penalty 3067.748904 = -1224337.097931
  nChanged 74
		SP:Iteration 22Q (30035.080000 sec): 3 clusters
  Score: Raw -1227439.768021 + Penalty 3067.748904 = -1224372.019117
  nChanged 43
		SP:Iteration 23Q (30035.330000 sec): 3 clusters
  Score: Raw -1227457.029184 + Penalty 3067.748904 = -1224389.280279
  nChanged 43
		SP:Iteration 24Q (30035.570000 sec): 3 clusters
  Score: Raw -1227472.635035 + Penalty 3067.748904 = -1224404.886131
  nChanged 22
		SP:Iteration 25Q (30035.800000 sec): 3 clusters
  Score: Raw -1227478.727821 + Penalty 3067.748904 = -1224410.978917
  nChanged 17
		SP:Iteration 26Q (30036.040000 sec): 3 clusters
  Score: Raw -1227484.491759 + Penalty 3067.748904 = -1224416.742855
  nChanged 8
		SP:Iteration 27Q (30036.240000 sec): 3 clusters
  Score: Raw -1227487.010076 + Penalty 3067.748904 = -1224419.261171
  nChanged 7
		SP:Iteration 28Q (30036.490000 sec): 3 clusters
  Score: Raw -1227488.622651 + Penalty 3067.748904 = -1224420.873747
  nChanged 6
		SP:Iteration 29Q (30036.730000 sec): 3 clusters
  Score: Raw -1227489.677459 + Penalty 3067.748904 = -1224421.928554
  nChanged 5
		SP:Iteration 30Q (30036.980000 sec): 3 clusters
  Score: Raw -1227490.328102 + Penalty 3067.748904 = -1224422.579198
  nChanged 3
		SP:Iteration 31Q (30037.240000 sec): 3 clusters
  Score: Raw -1227491.208765 + Penalty 3067.748904 = -1224423.459861
  nChanged 2
		SP:Iteration 32Q (30037.490000 sec): 3 clusters
  Score: Raw -1227491.698183 + Penalty 3067.748904 = -1224423.949278
  nChanged 3
		SP:Iteration 33Q (30037.780000 sec): 3 clusters
  Score: Raw -1227492.343826 + Penalty 3067.748904 = -1224424.594922
  nChanged 1
		SP:Iteration 34Q (30037.980000 sec): 3 clusters
  Score: Raw -1227492.533844 + Penalty 3067.748904 = -1224424.784939
  nChanged 1
		SP:Iteration 35Q (30038.260000 sec): 3 clusters
  Score: Raw -1227492.899513 + Penalty 3067.748904 = -1224425.150609
  nChanged 3
		SP:Iteration 36Q (30038.480000 sec): 3 clusters
  Score: Raw -1227493.945139 + Penalty 3067.748904 = -1224426.196234
  nChanged 2
		SP:Iteration 37Q (30038.670000 sec): 3 clusters
  Score: Raw -1227494.584533 + Penalty 3067.748904 = -1224426.835629
  nChanged 0
		SP:Iteration 38F (30038.950000 sec): 3 clusters
  Score: Raw -1227494.584533 + Penalty 3067.748904 = -1224426.835629
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 8 (108561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30039.520000 sec): 2 clusters
  Score: Raw -11365341.287799 + Penalty 1884.198470 = -11363457.089329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30040.250000 sec): 3 clusters
  Score: Raw -11294389.141659 + Penalty 3768.396939 = -11290620.744720
  nChanged 52084
		SP:Iteration 1F (30041.010000 sec): 3 clusters
  Score: Raw -11324480.472344 + Penalty 3768.396939 = -11320712.075404
  nChanged 3154
		SP:Iteration 2Q (30041.890000 sec): 3 clusters
  Score: Raw -11325105.744640 + Penalty 3768.396939 = -11321337.347701
  nChanged 3315
		SP:Iteration 3Q (30042.610000 sec): 3 clusters
  Score: Raw -11325832.137159 + Penalty 3768.396939 = -11322063.740219
  nChanged 3604
		SP:Iteration 4Q (30043.400000 sec): 3 clusters
  Score: Raw -11326798.029379 + Penalty 3768.396939 = -11323029.632440
  nChanged 4307
		SP:Iteration 5Q (30044.150000 sec): 3 clusters
  Score: Raw -11328315.913392 + Penalty 3768.396939 = -11324547.516452
  nChanged 5546
		SP:Iteration 6F (30044.860000 sec): 3 clusters
  Score: Raw -11330987.806365 + Penalty 3768.396939 = -11327219.409426
  nChanged 7061
		SP:Iteration 7F (30045.660000 sec): 3 clusters
  Score: Raw -11335519.575640 + Penalty 3768.396939 = -11331751.178701
  nChanged 8329
		SP:Iteration 8F (30046.300000 sec): 3 clusters
  Score: Raw -11342258.018755 + Penalty 3768.396939 = -11338489.621816
  nChanged 8500
		SP:Iteration 9F (30046.890000 sec): 3 clusters
  Score: Raw -11350293.650018 + Penalty 3768.396939 = -11346525.253079
  nChanged 7065
		SP:Iteration 10F (30047.630000 sec): 3 clusters
  Score: Raw -11357334.593724 + Penalty 3768.396939 = -11353566.196785
  nChanged 4342
		SP:Iteration 11Q (30048.340000 sec): 3 clusters
  Score: Raw -11361496.818572 + Penalty 3768.396939 = -11357728.421632
  nChanged 2258
		SP:Iteration 12Q (30048.980000 sec): 3 clusters
  Score: Raw -11363558.049819 + Penalty 3768.396939 = -11359789.652880
  nChanged 1139
		SP:Iteration 13Q (30049.580000 sec): 3 clusters
  Score: Raw -11364542.637809 + Penalty 3768.396939 = -11360774.240869
  nChanged 573
		SP:Iteration 14Q (30050.200000 sec): 3 clusters
  Score: Raw -11365001.502523 + Penalty 3768.396939 = -11361233.105584
  nChanged 288
		SP:Iteration 15Q (30050.800000 sec): 3 clusters
  Score: Raw -11365217.442277 + Penalty 3768.396939 = -11361449.045338
  nChanged 162
		SP:Iteration 16Q (30051.430000 sec): 3 clusters
  Score: Raw -11365330.717714 + Penalty 3768.396939 = -11361562.320774
  nChanged 113
		SP:Iteration 17Q (30052.020000 sec): 3 clusters
  Score: Raw -11365414.306373 + Penalty 3768.396939 = -11361645.909433
  nChanged 70
		SP:Iteration 18Q (30052.700000 sec): 3 clusters
  Score: Raw -11365462.625241 + Penalty 3768.396939 = -11361694.228302
  nChanged 51
		SP:Iteration 19Q (30053.400000 sec): 3 clusters
  Score: Raw -11365503.532317 + Penalty 3768.396939 = -11361735.135377
  nChanged 32
		SP:Iteration 20F (30054.090000 sec): 3 clusters
  Score: Raw -11365531.440870 + Penalty 3768.396939 = -11361763.043931
  nChanged 23
		SP:Iteration 21Q (30054.670000 sec): 3 clusters
  Score: Raw -11365556.139202 + Penalty 3768.396939 = -11361787.742263
  nChanged 20
		SP:Iteration 22Q (30055.250000 sec): 3 clusters
  Score: Raw -11365570.400956 + Penalty 3768.396939 = -11361802.004017
  nChanged 15
		SP:Iteration 23Q (30055.840000 sec): 3 clusters
  Score: Raw -11365580.623842 + Penalty 3768.396939 = -11361812.226902
  nChanged 8
		SP:Iteration 24Q (30056.420000 sec): 3 clusters
  Score: Raw -11365586.046660 + Penalty 3768.396939 = -11361817.649720
  nChanged 2
		SP:Iteration 25Q (30056.980000 sec): 3 clusters
  Score: Raw -11365587.261826 + Penalty 3768.396939 = -11361818.864887
  nChanged 1
		SP:Iteration 26Q (30057.560000 sec): 3 clusters
  Score: Raw -11365587.570087 + Penalty 3768.396939 = -11361819.173147
  nChanged 2
		SP:Iteration 27Q (30058.240000 sec): 3 clusters
  Score: Raw -11365588.183866 + Penalty 3768.396939 = -11361819.786927
  nChanged 0
		SP:Iteration 28F (30058.960000 sec): 3 clusters
  Score: Raw -11365588.183866 + Penalty 3768.396939 = -11361819.786927
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 9 (3891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30059.120000 sec): 2 clusters
  Score: Raw -427814.812760 + Penalty 1343.293489 = -426471.519271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30059.320000 sec): 3 clusters
  Score: Raw -425859.517945 + Penalty 2686.586979 = -423172.930967
  nChanged 1529
		SP:Iteration 1F (30059.560000 sec): 3 clusters
  Score: Raw -426669.783713 + Penalty 2686.586979 = -423983.196734
  nChanged 254
		SP:Iteration 2F (30059.730000 sec): 3 clusters
  Score: Raw -426806.376661 + Penalty 2686.586979 = -424119.789683
  nChanged 186
		SP:Iteration 3Q (30059.930000 sec): 3 clusters
  Score: Raw -426881.859977 + Penalty 2686.586979 = -424195.272998
  nChanged 108
		SP:Iteration 4Q (30060.100000 sec): 3 clusters
  Score: Raw -426923.558721 + Penalty 2686.586979 = -424236.971742
  nChanged 84
		SP:Iteration 5Q (30060.350000 sec): 3 clusters
  Score: Raw -426963.350554 + Penalty 2686.586979 = -424276.763575
  nChanged 75
		SP:Iteration 6Q (30060.540000 sec): 3 clusters
  Score: Raw -426995.021748 + Penalty 2686.586979 = -424308.434769
  nChanged 77
		SP:Iteration 7Q (30060.640000 sec): 3 clusters
  Score: Raw -427025.397730 + Penalty 2686.586979 = -424338.810751
  nChanged 72
		SP:Iteration 8Q (30060.800000 sec): 3 clusters
  Score: Raw -427055.904871 + Penalty 2686.586979 = -424369.317892
  nChanged 70
		SP:Iteration 9Q (30061.040000 sec): 3 clusters
  Score: Raw -427086.157327 + Penalty 2686.586979 = -424399.570348
  nChanged 77
		SP:Iteration 10Q (30061.240000 sec): 3 clusters
  Score: Raw -427126.953489 + Penalty 2686.586979 = -424440.366510
  nChanged 81
		SP:Iteration 11Q (30061.420000 sec): 3 clusters
  Score: Raw -427167.543417 + Penalty 2686.586979 = -424480.956438
  nChanged 87
		SP:Iteration 12Q (30061.640000 sec): 3 clusters
  Score: Raw -427208.502154 + Penalty 2686.586979 = -424521.915176
  nChanged 80
		SP:Iteration 13Q (30061.850000 sec): 3 clusters
  Score: Raw -427247.183735 + Penalty 2686.586979 = -424560.596756
  nChanged 72
		SP:Iteration 14Q (30062.050000 sec): 3 clusters
  Score: Raw -427284.337315 + Penalty 2686.586979 = -424597.750336
  nChanged 74
		SP:Iteration 15Q (30062.240000 sec): 3 clusters
  Score: Raw -427322.872980 + Penalty 2686.586979 = -424636.286001
  nChanged 79
		SP:Iteration 16Q (30062.450000 sec): 3 clusters
  Score: Raw -427374.018265 + Penalty 2686.586979 = -424687.431287
  nChanged 84
		SP:Iteration 17Q (30062.700000 sec): 3 clusters
  Score: Raw -427432.594322 + Penalty 2686.586979 = -424746.007343
  nChanged 89
		SP:Iteration 18Q (30062.890000 sec): 3 clusters
  Score: Raw -427506.425204 + Penalty 2686.586979 = -424819.838225
  nChanged 79
		SP:Iteration 19Q (30063.100000 sec): 3 clusters
  Score: Raw -427572.180472 + Penalty 2686.586979 = -424885.593493
  nChanged 80
		SP:Iteration 20F (30063.290000 sec): 3 clusters
  Score: Raw -427643.931776 + Penalty 2686.586979 = -424957.344797
  nChanged 70
		SP:Iteration 21Q (30063.470000 sec): 3 clusters
  Score: Raw -427701.151854 + Penalty 2686.586979 = -425014.564875
  nChanged 50
		SP:Iteration 22Q (30063.700000 sec): 3 clusters
  Score: Raw -427737.899592 + Penalty 2686.586979 = -425051.312613
  nChanged 44
		SP:Iteration 23Q (30063.890000 sec): 3 clusters
  Score: Raw -427773.798009 + Penalty 2686.586979 = -425087.211031
  nChanged 27
		SP:Iteration 24Q (30064.060000 sec): 3 clusters
  Score: Raw -427796.920800 + Penalty 2686.586979 = -425110.333822
  nChanged 24
		SP:Iteration 25Q (30064.230000 sec): 3 clusters
  Score: Raw -427822.526977 + Penalty 2686.586979 = -425135.939999
  nChanged 28
		SP:Iteration 26Q (30064.450000 sec): 3 clusters
  Score: Raw -427847.532542 + Penalty 2686.586979 = -425160.945563
  nChanged 19
		SP:Iteration 27Q (30064.650000 sec): 3 clusters
  Score: Raw -427869.158696 + Penalty 2686.586979 = -425182.571717
  nChanged 12
		SP:Iteration 28Q (30064.810000 sec): 3 clusters
  Score: Raw -427880.078597 + Penalty 2686.586979 = -425193.491618
  nChanged 9
		SP:Iteration 29Q (30064.980000 sec): 3 clusters
  Score: Raw -427890.006253 + Penalty 2686.586979 = -425203.419274
  nChanged 14
		SP:Iteration 30Q (30065.180000 sec): 3 clusters
  Score: Raw -427902.956022 + Penalty 2686.586979 = -425216.369043
  nChanged 9
		SP:Iteration 31Q (30065.380000 sec): 3 clusters
  Score: Raw -427912.073567 + Penalty 2686.586979 = -425225.486588
  nChanged 6
		SP:Iteration 32Q (30065.570000 sec): 3 clusters
  Score: Raw -427921.542526 + Penalty 2686.586979 = -425234.955547
  nChanged 4
		SP:Iteration 33Q (30065.760000 sec): 3 clusters
  Score: Raw -427926.284846 + Penalty 2686.586979 = -425239.697868
  nChanged 2
		SP:Iteration 34Q (30066.010000 sec): 3 clusters
  Score: Raw -427927.733910 + Penalty 2686.586979 = -425241.146931
  nChanged 1
		SP:Iteration 35Q (30066.180000 sec): 3 clusters
  Score: Raw -427929.800231 + Penalty 2686.586979 = -425243.213253
  nChanged 3
		SP:Iteration 36Q (30066.360000 sec): 3 clusters
  Score: Raw -427933.349992 + Penalty 2686.586979 = -425246.763013
  nChanged 3
		SP:Iteration 37Q (30066.590000 sec): 3 clusters
  Score: Raw -427936.016399 + Penalty 2686.586979 = -425249.429420
  nChanged 2
		SP:Iteration 38Q (30066.830000 sec): 3 clusters
  Score: Raw -427937.074339 + Penalty 2686.586979 = -425250.487360
  nChanged 0
		SP:Iteration 39F (30067.020000 sec): 3 clusters
  Score: Raw -427937.074339 + Penalty 2686.586979 = -425250.487360
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 10 (11419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30067.150000 sec): 2 clusters
  Score: Raw -1106986.217397 + Penalty 1518.243011 = -1105467.974386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30067.450000 sec): 3 clusters
  Score: Raw -1100400.644210 + Penalty 3036.486022 = -1097364.158188
  nChanged 4950
		SP:Iteration 1F (30067.730000 sec): 3 clusters
  Score: Raw -1103205.498198 + Penalty 3036.486022 = -1100169.012176
  nChanged 663
		SP:Iteration 2F (30068.010000 sec): 3 clusters
  Score: Raw -1103508.043816 + Penalty 3036.486022 = -1100471.557794
  nChanged 571
		SP:Iteration 3F (30068.220000 sec): 3 clusters
  Score: Raw -1103735.759356 + Penalty 3036.486022 = -1100699.273334
  nChanged 490
		SP:Iteration 4Q (30068.500000 sec): 3 clusters
  Score: Raw -1103915.131445 + Penalty 3036.486022 = -1100878.645423
  nChanged 442
		SP:Iteration 5Q (30068.730000 sec): 3 clusters
  Score: Raw -1104098.222962 + Penalty 3036.486022 = -1101061.736940
  nChanged 423
		SP:Iteration 6Q (30068.990000 sec): 3 clusters
  Score: Raw -1104262.348524 + Penalty 3036.486022 = -1101225.862502
  nChanged 378
		SP:Iteration 7Q (30069.260000 sec): 3 clusters
  Score: Raw -1104401.047189 + Penalty 3036.486022 = -1101364.561167
  nChanged 339
		SP:Iteration 8Q (30069.490000 sec): 3 clusters
  Score: Raw -1104533.798430 + Penalty 3036.486022 = -1101497.312408
  nChanged 317
		SP:Iteration 9Q (30069.810000 sec): 3 clusters
  Score: Raw -1104647.324460 + Penalty 3036.486022 = -1101610.838438
  nChanged 297
		SP:Iteration 10Q (30070.070000 sec): 3 clusters
  Score: Raw -1104759.033129 + Penalty 3036.486022 = -1101722.547107
  nChanged 298
		SP:Iteration 11Q (30070.290000 sec): 3 clusters
  Score: Raw -1104882.865567 + Penalty 3036.486022 = -1101846.379545
  nChanged 318
		SP:Iteration 12Q (30070.510000 sec): 3 clusters
  Score: Raw -1105036.095801 + Penalty 3036.486022 = -1101999.609779
  nChanged 334
		SP:Iteration 13Q (30070.810000 sec): 3 clusters
  Score: Raw -1105211.850085 + Penalty 3036.486022 = -1102175.364063
  nChanged 331
		SP:Iteration 14Q (30071.050000 sec): 3 clusters
  Score: Raw -1105361.249554 + Penalty 3036.486022 = -1102324.763532
  nChanged 285
		SP:Iteration 15Q (30071.330000 sec): 3 clusters
  Score: Raw -1105480.532230 + Penalty 3036.486022 = -1102444.046208
  nChanged 233
		SP:Iteration 16Q (30071.530000 sec): 3 clusters
  Score: Raw -1105570.593359 + Penalty 3036.486022 = -1102534.107337
  nChanged 220
		SP:Iteration 17Q (30071.810000 sec): 3 clusters
  Score: Raw -1105649.106000 + Penalty 3036.486022 = -1102612.619979
  nChanged 171
		SP:Iteration 18Q (30072.050000 sec): 3 clusters
  Score: Raw -1105707.319027 + Penalty 3036.486022 = -1102670.833005
  nChanged 154
		SP:Iteration 19Q (30072.320000 sec): 3 clusters
  Score: Raw -1105756.399004 + Penalty 3036.486022 = -1102719.912982
  nChanged 130
		SP:Iteration 20F (30072.540000 sec): 3 clusters
  Score: Raw -1105788.948032 + Penalty 3036.486022 = -1102752.462010
  nChanged 110
		SP:Iteration 21Q (30072.770000 sec): 3 clusters
  Score: Raw -1105816.877564 + Penalty 3036.486022 = -1102780.391542
  nChanged 95
		SP:Iteration 22Q (30073.040000 sec): 3 clusters
  Score: Raw -1105841.436220 + Penalty 3036.486022 = -1102804.950198
  nChanged 85
		SP:Iteration 23Q (30073.260000 sec): 3 clusters
  Score: Raw -1105863.672360 + Penalty 3036.486022 = -1102827.186338
  nChanged 85
		SP:Iteration 24Q (30073.430000 sec): 3 clusters
  Score: Raw -1105882.987978 + Penalty 3036.486022 = -1102846.501956
  nChanged 79
		SP:Iteration 25Q (30073.690000 sec): 3 clusters
  Score: Raw -1105899.190468 + Penalty 3036.486022 = -1102862.704446
  nChanged 59
		SP:Iteration 26Q (30073.920000 sec): 3 clusters
  Score: Raw -1105910.272474 + Penalty 3036.486022 = -1102873.786452
  nChanged 47
		SP:Iteration 27Q (30074.150000 sec): 3 clusters
  Score: Raw -1105917.758088 + Penalty 3036.486022 = -1102881.272066
  nChanged 42
		SP:Iteration 28Q (30074.460000 sec): 3 clusters
  Score: Raw -1105923.959827 + Penalty 3036.486022 = -1102887.473805
  nChanged 32
		SP:Iteration 29Q (30074.720000 sec): 3 clusters
  Score: Raw -1105928.325637 + Penalty 3036.486022 = -1102891.839615
  nChanged 24
		SP:Iteration 30Q (30075.010000 sec): 3 clusters
  Score: Raw -1105933.430683 + Penalty 3036.486022 = -1102896.944661
  nChanged 35
		SP:Iteration 31Q (30075.260000 sec): 3 clusters
  Score: Raw -1105942.415670 + Penalty 3036.486022 = -1102905.929648
  nChanged 47
		SP:Iteration 32Q (30075.460000 sec): 3 clusters
  Score: Raw -1105950.714781 + Penalty 3036.486022 = -1102914.228759
  nChanged 40
		SP:Iteration 33Q (30075.730000 sec): 3 clusters
  Score: Raw -1105957.710950 + Penalty 3036.486022 = -1102921.224928
  nChanged 37
		SP:Iteration 34Q (30075.920000 sec): 3 clusters
  Score: Raw -1105964.778360 + Penalty 3036.486022 = -1102928.292338
  nChanged 37
		SP:Iteration 35Q (30076.160000 sec): 3 clusters
  Score: Raw -1105971.414065 + Penalty 3036.486022 = -1102934.928044
  nChanged 43
		SP:Iteration 36Q (30076.420000 sec): 3 clusters
  Score: Raw -1105978.366093 + Penalty 3036.486022 = -1102941.880071
  nChanged 37
		SP:Iteration 37Q (30076.670000 sec): 3 clusters
  Score: Raw -1105985.944740 + Penalty 3036.486022 = -1102949.458718
  nChanged 48
		SP:Iteration 38Q (30076.900000 sec): 3 clusters
  Score: Raw -1105996.093358 + Penalty 3036.486022 = -1102959.607336
  nChanged 46
		SP:Iteration 39Q (30077.100000 sec): 3 clusters
  Score: Raw -1106006.433479 + Penalty 3036.486022 = -1102969.947457
  nChanged 51
		SP:Iteration 40F (30077.370000 sec): 3 clusters
  Score: Raw -1106015.920340 + Penalty 3036.486022 = -1102979.434318
  nChanged 48
		SP:Iteration 41Q (30077.560000 sec): 3 clusters
  Score: Raw -1106026.360644 + Penalty 3036.486022 = -1102989.874622
  nChanged 56
		SP:Iteration 42Q (30077.810000 sec): 3 clusters
  Score: Raw -1106038.232123 + Penalty 3036.486022 = -1103001.746101
  nChanged 61
		SP:Iteration 43Q (30078.010000 sec): 3 clusters
  Score: Raw -1106049.401722 + Penalty 3036.486022 = -1103012.915700
  nChanged 50
		SP:Iteration 44Q (30078.240000 sec): 3 clusters
  Score: Raw -1106059.123517 + Penalty 3036.486022 = -1103022.637495
  nChanged 52
		SP:Iteration 45Q (30078.500000 sec): 3 clusters
  Score: Raw -1106070.499931 + Penalty 3036.486022 = -1103034.013909
  nChanged 56
		SP:Iteration 46Q (30078.690000 sec): 3 clusters
  Score: Raw -1106082.896211 + Penalty 3036.486022 = -1103046.410189
  nChanged 53
		SP:Iteration 47Q (30078.950000 sec): 3 clusters
  Score: Raw -1106093.782194 + Penalty 3036.486022 = -1103057.296172
  nChanged 53
		SP:Iteration 48Q (30079.210000 sec): 3 clusters
  Score: Raw -1106104.814270 + Penalty 3036.486022 = -1103068.328248
  nChanged 49
		SP:Iteration 49Q (30079.490000 sec): 3 clusters
  Score: Raw -1106113.691765 + Penalty 3036.486022 = -1103077.205743
  nChanged 45
		SP:Iteration 50Q (30079.730000 sec): 3 clusters
  Score: Raw -1106121.215075 + Penalty 3036.486022 = -1103084.729053
  nChanged 39
		SP:Iteration 51Q (30079.890000 sec): 3 clusters
  Score: Raw -1106128.190174 + Penalty 3036.486022 = -1103091.704152
  nChanged 49
		SP:Iteration 52Q (30080.070000 sec): 3 clusters
  Score: Raw -1106139.565409 + Penalty 3036.486022 = -1103103.079387
  nChanged 51
		SP:Iteration 53Q (30080.310000 sec): 3 clusters
  Score: Raw -1106151.564031 + Penalty 3036.486022 = -1103115.078009
  nChanged 52
		SP:Iteration 54Q (30080.550000 sec): 3 clusters
  Score: Raw -1106166.797129 + Penalty 3036.486022 = -1103130.311107
  nChanged 58
		SP:Iteration 55Q (30080.750000 sec): 3 clusters
  Score: Raw -1106185.578621 + Penalty 3036.486022 = -1103149.092599
  nChanged 68
		SP:Iteration 56Q (30080.980000 sec): 3 clusters
  Score: Raw -1106207.865718 + Penalty 3036.486022 = -1103171.379696
  nChanged 80
		SP:Iteration 57Q (30081.210000 sec): 3 clusters
  Score: Raw -1106233.372608 + Penalty 3036.486022 = -1103196.886586
  nChanged 61
		SP:Iteration 58Q (30081.450000 sec): 3 clusters
  Score: Raw -1106247.416078 + Penalty 3036.486022 = -1103210.930056
  nChanged 59
		SP:Iteration 59Q (30081.670000 sec): 3 clusters
  Score: Raw -1106264.837966 + Penalty 3036.486022 = -1103228.351944
  nChanged 60
		SP:Iteration 60F (30081.870000 sec): 3 clusters
  Score: Raw -1106281.884405 + Penalty 3036.486022 = -1103245.398383
  nChanged 65
		SP:Iteration 61Q (30082.120000 sec): 3 clusters
  Score: Raw -1106303.545052 + Penalty 3036.486022 = -1103267.059030
  nChanged 82
		SP:Iteration 62Q (30082.330000 sec): 3 clusters
  Score: Raw -1106330.261420 + Penalty 3036.486022 = -1103293.775398
  nChanged 78
		SP:Iteration 63Q (30082.560000 sec): 3 clusters
  Score: Raw -1106354.891453 + Penalty 3036.486022 = -1103318.405431
  nChanged 86
		SP:Iteration 64Q (30082.830000 sec): 3 clusters
  Score: Raw -1106383.323183 + Penalty 3036.486022 = -1103346.837161
  nChanged 72
		SP:Iteration 65Q (30083.100000 sec): 3 clusters
  Score: Raw -1106409.712803 + Penalty 3036.486022 = -1103373.226781
  nChanged 87
		SP:Iteration 66Q (30083.330000 sec): 3 clusters
  Score: Raw -1106442.328694 + Penalty 3036.486022 = -1103405.842672
  nChanged 86
		SP:Iteration 67Q (30083.570000 sec): 3 clusters
  Score: Raw -1106480.020291 + Penalty 3036.486022 = -1103443.534269
  nChanged 93
		SP:Iteration 68Q (30083.790000 sec): 3 clusters
  Score: Raw -1106521.695403 + Penalty 3036.486022 = -1103485.209381
  nChanged 98
		SP:Iteration 69Q (30084.000000 sec): 3 clusters
  Score: Raw -1106571.406346 + Penalty 3036.486022 = -1103534.920324
  nChanged 121
		SP:Iteration 70Q (30084.230000 sec): 3 clusters
  Score: Raw -1106629.032624 + Penalty 3036.486022 = -1103592.546602
  nChanged 114
		SP:Iteration 71Q (30084.430000 sec): 3 clusters
  Score: Raw -1106690.583762 + Penalty 3036.486022 = -1103654.097740
  nChanged 106
		SP:Iteration 72Q (30084.660000 sec): 3 clusters
  Score: Raw -1106750.679122 + Penalty 3036.486022 = -1103714.193101
  nChanged 92
		SP:Iteration 73Q (30084.890000 sec): 3 clusters
  Score: Raw -1106806.176846 + Penalty 3036.486022 = -1103769.690824
  nChanged 89
		SP:Iteration 74Q (30085.100000 sec): 3 clusters
  Score: Raw -1106870.208221 + Penalty 3036.486022 = -1103833.722199
  nChanged 99
		SP:Iteration 75Q (30085.340000 sec): 3 clusters
  Score: Raw -1106937.721426 + Penalty 3036.486022 = -1103901.235404
  nChanged 85
		SP:Iteration 76Q (30085.590000 sec): 3 clusters
  Score: Raw -1106997.336332 + Penalty 3036.486022 = -1103960.850310
  nChanged 76
		SP:Iteration 77Q (30085.810000 sec): 3 clusters
  Score: Raw -1107048.577970 + Penalty 3036.486022 = -1104012.091948
  nChanged 71
		SP:Iteration 78Q (30086.020000 sec): 3 clusters
  Score: Raw -1107108.797804 + Penalty 3036.486022 = -1104072.311782
  nChanged 62
		SP:Iteration 79Q (30086.280000 sec): 3 clusters
  Score: Raw -1107158.733164 + Penalty 3036.486022 = -1104122.247142
  nChanged 50
		SP:Iteration 80F (30086.490000 sec): 3 clusters
  Score: Raw -1107196.450246 + Penalty 3036.486022 = -1104159.964224
  nChanged 29
		SP:Iteration 81Q (30086.730000 sec): 3 clusters
  Score: Raw -1107210.973719 + Penalty 3036.486022 = -1104174.487697
  nChanged 26
		SP:Iteration 82Q (30086.970000 sec): 3 clusters
  Score: Raw -1107230.914310 + Penalty 3036.486022 = -1104194.428288
  nChanged 20
		SP:Iteration 83Q (30087.220000 sec): 3 clusters
  Score: Raw -1107247.299026 + Penalty 3036.486022 = -1104210.813004
  nChanged 18
		SP:Iteration 84Q (30087.470000 sec): 3 clusters
  Score: Raw -1107260.483820 + Penalty 3036.486022 = -1104223.997798
  nChanged 12
		SP:Iteration 85Q (30087.690000 sec): 3 clusters
  Score: Raw -1107270.672231 + Penalty 3036.486022 = -1104234.186209
  nChanged 13
		SP:Iteration 86Q (30087.930000 sec): 3 clusters
  Score: Raw -1107280.193658 + Penalty 3036.486022 = -1104243.707636
  nChanged 4
		SP:Iteration 87Q (30088.220000 sec): 3 clusters
  Score: Raw -1107283.678284 + Penalty 3036.486022 = -1104247.192262
  nChanged 7
		SP:Iteration 88Q (30088.460000 sec): 3 clusters
  Score: Raw -1107286.645243 + Penalty 3036.486022 = -1104250.159221
  nChanged 3
		SP:Iteration 89Q (30088.710000 sec): 3 clusters
  Score: Raw -1107288.620565 + Penalty 3036.486022 = -1104252.134543
  nChanged 4
		SP:Iteration 90Q (30089.010000 sec): 3 clusters
  Score: Raw -1107291.674020 + Penalty 3036.486022 = -1104255.187998
  nChanged 3
		SP:Iteration 91Q (30089.220000 sec): 3 clusters
  Score: Raw -1107292.836615 + Penalty 3036.486022 = -1104256.350593
  nChanged 1
		SP:Iteration 92Q (30089.480000 sec): 3 clusters
  Score: Raw -1107293.583871 + Penalty 3036.486022 = -1104257.097849
  nChanged 2
		SP:Iteration 93Q (30089.790000 sec): 3 clusters
  Score: Raw -1107294.658279 + Penalty 3036.486022 = -1104258.172257
  nChanged 2
		SP:Iteration 94Q (30089.990000 sec): 3 clusters
  Score: Raw -1107295.223347 + Penalty 3036.486022 = -1104258.737325
  nChanged 3
		SP:Iteration 95Q (30090.200000 sec): 3 clusters
  Score: Raw -1107296.975282 + Penalty 3036.486022 = -1104260.489260
  nChanged 1
		SP:Iteration 96Q (30090.420000 sec): 3 clusters
  Score: Raw -1107297.398665 + Penalty 3036.486022 = -1104260.912644
  nChanged 1
		SP:Iteration 97Q (30090.630000 sec): 3 clusters
  Score: Raw -1107298.174493 + Penalty 3036.486022 = -1104261.688471
  nChanged 2
		SP:Iteration 98Q (30090.890000 sec): 3 clusters
  Score: Raw -1107299.168116 + Penalty 3036.486022 = -1104262.682094
  nChanged 1
		SP:Iteration 99Q (30091.080000 sec): 3 clusters
  Score: Raw -1107300.503070 + Penalty 3036.486022 = -1104264.017048
  nChanged 2
		SP:Iteration 100F (30091.310000 sec): 3 clusters
  Score: Raw -1107301.568916 + Penalty 3036.486022 = -1104265.082894
  nChanged 3
		SP:Iteration 101Q (30091.520000 sec): 3 clusters
  Score: Raw -1107303.666456 + Penalty 3036.486022 = -1104267.180434
  nChanged 2
		SP:Iteration 102Q (30091.730000 sec): 3 clusters
  Score: Raw -1107305.481030 + Penalty 3036.486022 = -1104268.995008
  nChanged 1
		SP:Iteration 103Q (30091.950000 sec): 3 clusters
  Score: Raw -1107306.467186 + Penalty 3036.486022 = -1104269.981164
  nChanged 2
		SP:Iteration 104Q (30092.230000 sec): 3 clusters
  Score: Raw -1107307.145089 + Penalty 3036.486022 = -1104270.659067
  nChanged 0
		SP:Iteration 105F (30092.490000 sec): 3 clusters
  Score: Raw -1107307.145089 + Penalty 3036.486022 = -1104270.659067
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 11 (4910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30092.590000 sec): 2 clusters
  Score: Raw -452671.727019 + Penalty 1381.092248 = -451290.634771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30092.890000 sec): 3 clusters
  Score: Raw -450184.823407 + Penalty 2762.184497 = -447422.638910
  nChanged 1988
		SP:Iteration 1F (30093.110000 sec): 3 clusters
  Score: Raw -451407.401973 + Penalty 2762.184497 = -448645.217476
  nChanged 411
		SP:Iteration 2F (30093.310000 sec): 3 clusters
  Score: Raw -451706.368208 + Penalty 2762.184497 = -448944.183711
  nChanged 333
		SP:Iteration 3F (30093.500000 sec): 3 clusters
  Score: Raw -451992.927359 + Penalty 2762.184497 = -449230.742862
  nChanged 342
		SP:Iteration 4F (30093.680000 sec): 3 clusters
  Score: Raw -452307.699113 + Penalty 2762.184497 = -449545.514616
  nChanged 307
		SP:Iteration 5F (30093.890000 sec): 3 clusters
  Score: Raw -452572.247396 + Penalty 2762.184497 = -449810.062899
  nChanged 260
		SP:Iteration 6F (30094.130000 sec): 3 clusters
  Score: Raw -452796.396132 + Penalty 2762.184497 = -450034.211635
  nChanged 228
		SP:Iteration 7Q (30094.330000 sec): 3 clusters
  Score: Raw -452967.383052 + Penalty 2762.184497 = -450205.198555
  nChanged 187
		SP:Iteration 8Q (30094.520000 sec): 3 clusters
  Score: Raw -453081.572619 + Penalty 2762.184497 = -450319.388122
  nChanged 138
		SP:Iteration 9Q (30094.730000 sec): 3 clusters
  Score: Raw -453152.179585 + Penalty 2762.184497 = -450389.995088
  nChanged 110
		SP:Iteration 10Q (30094.930000 sec): 3 clusters
  Score: Raw -453195.374846 + Penalty 2762.184497 = -450433.190350
  nChanged 80
		SP:Iteration 11Q (30095.150000 sec): 3 clusters
  Score: Raw -453224.739367 + Penalty 2762.184497 = -450462.554870
  nChanged 70
		SP:Iteration 12Q (30095.340000 sec): 3 clusters
  Score: Raw -453255.871083 + Penalty 2762.184497 = -450493.686586
  nChanged 58
		SP:Iteration 13Q (30095.540000 sec): 3 clusters
  Score: Raw -453272.525257 + Penalty 2762.184497 = -450510.340760
  nChanged 44
		SP:Iteration 14Q (30095.700000 sec): 3 clusters
  Score: Raw -453284.208734 + Penalty 2762.184497 = -450522.024237
  nChanged 31
		SP:Iteration 15Q (30095.920000 sec): 3 clusters
  Score: Raw -453290.385979 + Penalty 2762.184497 = -450528.201483
  nChanged 19
		SP:Iteration 16Q (30096.110000 sec): 3 clusters
  Score: Raw -453294.410568 + Penalty 2762.184497 = -450532.226071
  nChanged 20
		SP:Iteration 17Q (30096.300000 sec): 3 clusters
  Score: Raw -453298.466051 + Penalty 2762.184497 = -450536.281554
  nChanged 13
		SP:Iteration 18Q (30096.500000 sec): 3 clusters
  Score: Raw -453302.198796 + Penalty 2762.184497 = -450540.014300
  nChanged 14
		SP:Iteration 19Q (30096.750000 sec): 3 clusters
  Score: Raw -453305.487814 + Penalty 2762.184497 = -450543.303317
  nChanged 14
		SP:Iteration 20F (30096.960000 sec): 3 clusters
  Score: Raw -453308.787518 + Penalty 2762.184497 = -450546.603021
  nChanged 17
		SP:Iteration 21Q (30097.160000 sec): 3 clusters
  Score: Raw -453312.323649 + Penalty 2762.184497 = -450550.139152
  nChanged 20
		SP:Iteration 22Q (30097.370000 sec): 3 clusters
  Score: Raw -453316.687274 + Penalty 2762.184497 = -450554.502778
  nChanged 23
		SP:Iteration 23Q (30097.570000 sec): 3 clusters
  Score: Raw -453321.601735 + Penalty 2762.184497 = -450559.417238
  nChanged 18
		SP:Iteration 24Q (30097.770000 sec): 3 clusters
  Score: Raw -453325.708393 + Penalty 2762.184497 = -450563.523897
  nChanged 22
		SP:Iteration 25Q (30097.970000 sec): 3 clusters
  Score: Raw -453331.931128 + Penalty 2762.184497 = -450569.746632
  nChanged 21
		SP:Iteration 26Q (30098.170000 sec): 3 clusters
  Score: Raw -453337.930304 + Penalty 2762.184497 = -450575.745807
  nChanged 20
		SP:Iteration 27Q (30098.400000 sec): 3 clusters
  Score: Raw -453343.263998 + Penalty 2762.184497 = -450581.079501
  nChanged 23
		SP:Iteration 28Q (30098.610000 sec): 3 clusters
  Score: Raw -453350.101979 + Penalty 2762.184497 = -450587.917482
  nChanged 19
		SP:Iteration 29Q (30098.830000 sec): 3 clusters
  Score: Raw -453357.558898 + Penalty 2762.184497 = -450595.374401
  nChanged 25
		SP:Iteration 30Q (30099.100000 sec): 3 clusters
  Score: Raw -453362.444099 + Penalty 2762.184497 = -450600.259602
  nChanged 21
		SP:Iteration 31Q (30099.300000 sec): 3 clusters
  Score: Raw -453366.182787 + Penalty 2762.184497 = -450603.998290
  nChanged 19
		SP:Iteration 32Q (30099.490000 sec): 3 clusters
  Score: Raw -453369.112122 + Penalty 2762.184497 = -450606.927625
  nChanged 19
		SP:Iteration 33Q (30099.710000 sec): 3 clusters
  Score: Raw -453372.880271 + Penalty 2762.184497 = -450610.695774
  nChanged 20
		SP:Iteration 34Q (30099.920000 sec): 3 clusters
  Score: Raw -453377.468945 + Penalty 2762.184497 = -450615.284448
  nChanged 17
		SP:Iteration 35Q (30100.080000 sec): 3 clusters
  Score: Raw -453382.618606 + Penalty 2762.184497 = -450620.434110
  nChanged 20
		SP:Iteration 36Q (30100.320000 sec): 3 clusters
  Score: Raw -453390.037007 + Penalty 2762.184497 = -450627.852510
  nChanged 30
		SP:Iteration 37Q (30100.500000 sec): 3 clusters
  Score: Raw -453399.519955 + Penalty 2762.184497 = -450637.335458
  nChanged 29
		SP:Iteration 38Q (30100.680000 sec): 3 clusters
  Score: Raw -453410.227252 + Penalty 2762.184497 = -450648.042755
  nChanged 37
		SP:Iteration 39Q (30100.900000 sec): 3 clusters
  Score: Raw -453422.219543 + Penalty 2762.184497 = -450660.035046
  nChanged 37
		SP:Iteration 40F (30101.080000 sec): 3 clusters
  Score: Raw -453435.154852 + Penalty 2762.184497 = -450672.970355
  nChanged 36
		SP:Iteration 41Q (30101.320000 sec): 3 clusters
  Score: Raw -453446.899390 + Penalty 2762.184497 = -450684.714893
  nChanged 25
		SP:Iteration 42Q (30101.520000 sec): 3 clusters
  Score: Raw -453453.092196 + Penalty 2762.184497 = -450690.907699
  nChanged 23
		SP:Iteration 43Q (30101.710000 sec): 3 clusters
  Score: Raw -453457.731734 + Penalty 2762.184497 = -450695.547237
  nChanged 12
		SP:Iteration 44Q (30101.920000 sec): 3 clusters
  Score: Raw -453460.322208 + Penalty 2762.184497 = -450698.137711
  nChanged 8
		SP:Iteration 45Q (30102.090000 sec): 3 clusters
  Score: Raw -453461.764895 + Penalty 2762.184497 = -450699.580399
  nChanged 9
		SP:Iteration 46Q (30102.270000 sec): 3 clusters
  Score: Raw -453464.253622 + Penalty 2762.184497 = -450702.069125
  nChanged 7
		SP:Iteration 47Q (30102.480000 sec): 3 clusters
  Score: Raw -453465.554308 + Penalty 2762.184497 = -450703.369812
  nChanged 6
		SP:Iteration 48Q (30102.640000 sec): 3 clusters
  Score: Raw -453466.866535 + Penalty 2762.184497 = -450704.682038
  nChanged 5
		SP:Iteration 49Q (30102.900000 sec): 3 clusters
  Score: Raw -453468.235527 + Penalty 2762.184497 = -450706.051030
  nChanged 9
		SP:Iteration 50Q (30103.070000 sec): 3 clusters
  Score: Raw -453469.962617 + Penalty 2762.184497 = -450707.778120
  nChanged 10
		SP:Iteration 51Q (30103.280000 sec): 3 clusters
  Score: Raw -453472.566123 + Penalty 2762.184497 = -450710.381626
  nChanged 9
		SP:Iteration 52Q (30103.470000 sec): 3 clusters
  Score: Raw -453474.362859 + Penalty 2762.184497 = -450712.178362
  nChanged 10
		SP:Iteration 53Q (30103.660000 sec): 3 clusters
  Score: Raw -453476.376240 + Penalty 2762.184497 = -450714.191743
  nChanged 6
		SP:Iteration 54Q (30103.880000 sec): 3 clusters
  Score: Raw -453477.408324 + Penalty 2762.184497 = -450715.223827
  nChanged 5
		SP:Iteration 55Q (30104.090000 sec): 3 clusters
  Score: Raw -453478.479146 + Penalty 2762.184497 = -450716.294650
  nChanged 5
		SP:Iteration 56Q (30104.320000 sec): 3 clusters
  Score: Raw -453480.000706 + Penalty 2762.184497 = -450717.816209
  nChanged 4
		SP:Iteration 57Q (30104.530000 sec): 3 clusters
  Score: Raw -453480.859439 + Penalty 2762.184497 = -450718.674942
  nChanged 3
		SP:Iteration 58Q (30104.670000 sec): 3 clusters
  Score: Raw -453481.407723 + Penalty 2762.184497 = -450719.223227
  nChanged 0
		SP:Iteration 59F (30104.890000 sec): 3 clusters
  Score: Raw -453481.407723 + Penalty 2762.184497 = -450719.223227
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 12 (8620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30105.020000 sec): 2 clusters
  Score: Raw -823093.367307 + Penalty 1472.549059 = -821620.818248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30105.290000 sec): 3 clusters
  Score: Raw -818251.611482 + Penalty 2945.098118 = -815306.513364
  nChanged 3671
		SP:Iteration 1F (30105.500000 sec): 3 clusters
  Score: Raw -820348.445753 + Penalty 2945.098118 = -817403.347635
  nChanged 614
		SP:Iteration 2F (30105.740000 sec): 3 clusters
  Score: Raw -820696.152575 + Penalty 2945.098118 = -817751.054457
  nChanged 520
		SP:Iteration 3F (30105.950000 sec): 3 clusters
  Score: Raw -821027.287850 + Penalty 2945.098118 = -818082.189732
  nChanged 510
		SP:Iteration 4F (30106.160000 sec): 3 clusters
  Score: Raw -821364.034319 + Penalty 2945.098118 = -818418.936201
  nChanged 500
		SP:Iteration 5F (30106.380000 sec): 3 clusters
  Score: Raw -821731.819522 + Penalty 2945.098118 = -818786.721404
  nChanged 510
		SP:Iteration 6F (30106.610000 sec): 3 clusters
  Score: Raw -822115.390224 + Penalty 2945.098118 = -819170.292106
  nChanged 485
		SP:Iteration 7F (30106.870000 sec): 3 clusters
  Score: Raw -822522.908172 + Penalty 2945.098118 = -819577.810054
  nChanged 475
		SP:Iteration 8F (30107.100000 sec): 3 clusters
  Score: Raw -822952.547238 + Penalty 2945.098118 = -820007.449120
  nChanged 421
		SP:Iteration 9Q (30107.310000 sec): 3 clusters
  Score: Raw -823316.081649 + Penalty 2945.098118 = -820370.983531
  nChanged 366
		SP:Iteration 10Q (30107.600000 sec): 3 clusters
  Score: Raw -823597.446349 + Penalty 2945.098118 = -820652.348231
  nChanged 280
		SP:Iteration 11Q (30107.860000 sec): 3 clusters
  Score: Raw -823789.362808 + Penalty 2945.098118 = -820844.264690
  nChanged 224
		SP:Iteration 12Q (30108.090000 sec): 3 clusters
  Score: Raw -823917.356026 + Penalty 2945.098118 = -820972.257908
  nChanged 163
		SP:Iteration 13Q (30108.300000 sec): 3 clusters
  Score: Raw -823985.294377 + Penalty 2945.098118 = -821040.196258
  nChanged 107
		SP:Iteration 14Q (30108.550000 sec): 3 clusters
  Score: Raw -824029.282767 + Penalty 2945.098118 = -821084.184649
  nChanged 82
		SP:Iteration 15Q (30108.780000 sec): 3 clusters
  Score: Raw -824059.805354 + Penalty 2945.098118 = -821114.707236
  nChanged 65
		SP:Iteration 16Q (30108.980000 sec): 3 clusters
  Score: Raw -824081.408004 + Penalty 2945.098118 = -821136.309886
  nChanged 60
		SP:Iteration 17Q (30109.230000 sec): 3 clusters
  Score: Raw -824099.154101 + Penalty 2945.098118 = -821154.055982
  nChanged 51
		SP:Iteration 18Q (30109.420000 sec): 3 clusters
  Score: Raw -824114.258098 + Penalty 2945.098118 = -821169.159980
  nChanged 41
		SP:Iteration 19Q (30109.600000 sec): 3 clusters
  Score: Raw -824124.328470 + Penalty 2945.098118 = -821179.230352
  nChanged 42
		SP:Iteration 20F (30109.930000 sec): 3 clusters
  Score: Raw -824132.470803 + Penalty 2945.098118 = -821187.372685
  nChanged 27
		SP:Iteration 21Q (30110.250000 sec): 3 clusters
  Score: Raw -824139.190793 + Penalty 2945.098118 = -821194.092675
  nChanged 23
		SP:Iteration 22Q (30110.470000 sec): 3 clusters
  Score: Raw -824143.820632 + Penalty 2945.098118 = -821198.722514
  nChanged 26
		SP:Iteration 23Q (30110.710000 sec): 3 clusters
  Score: Raw -824148.809900 + Penalty 2945.098118 = -821203.711782
  nChanged 18
		SP:Iteration 24Q (30110.960000 sec): 3 clusters
  Score: Raw -824151.958352 + Penalty 2945.098118 = -821206.860234
  nChanged 15
		SP:Iteration 25Q (30111.140000 sec): 3 clusters
  Score: Raw -824154.478110 + Penalty 2945.098118 = -821209.379992
  nChanged 13
		SP:Iteration 26Q (30111.330000 sec): 3 clusters
  Score: Raw -824156.414410 + Penalty 2945.098118 = -821211.316292
  nChanged 9
		SP:Iteration 27Q (30111.540000 sec): 3 clusters
  Score: Raw -824157.523140 + Penalty 2945.098118 = -821212.425021
  nChanged 7
		SP:Iteration 28Q (30111.770000 sec): 3 clusters
  Score: Raw -824158.205157 + Penalty 2945.098118 = -821213.107039
  nChanged 7
		SP:Iteration 29Q (30112.000000 sec): 3 clusters
  Score: Raw -824159.051609 + Penalty 2945.098118 = -821213.953491
  nChanged 9
		SP:Iteration 30Q (30112.180000 sec): 3 clusters
  Score: Raw -824160.070008 + Penalty 2945.098118 = -821214.971889
  nChanged 6
		SP:Iteration 31Q (30112.410000 sec): 3 clusters
  Score: Raw -824160.707584 + Penalty 2945.098118 = -821215.609466
  nChanged 9
		SP:Iteration 32Q (30112.630000 sec): 3 clusters
  Score: Raw -824161.737526 + Penalty 2945.098118 = -821216.639408
  nChanged 6
		SP:Iteration 33Q (30112.850000 sec): 3 clusters
  Score: Raw -824162.407353 + Penalty 2945.098118 = -821217.309235
  nChanged 5
		SP:Iteration 34Q (30113.050000 sec): 3 clusters
  Score: Raw -824163.171883 + Penalty 2945.098118 = -821218.073765
  nChanged 4
		SP:Iteration 35Q (30113.280000 sec): 3 clusters
  Score: Raw -824163.538124 + Penalty 2945.098118 = -821218.440006
  nChanged 4
		SP:Iteration 36Q (30113.500000 sec): 3 clusters
  Score: Raw -824164.070316 + Penalty 2945.098118 = -821218.972197
  nChanged 5
		SP:Iteration 37Q (30113.710000 sec): 3 clusters
  Score: Raw -824164.940763 + Penalty 2945.098118 = -821219.842645
  nChanged 11
		SP:Iteration 38Q (30113.930000 sec): 3 clusters
  Score: Raw -824166.664892 + Penalty 2945.098118 = -821221.566773
  nChanged 12
		SP:Iteration 39Q (30114.190000 sec): 3 clusters
  Score: Raw -824169.670998 + Penalty 2945.098118 = -821224.572880
  nChanged 8
		SP:Iteration 40F (30114.420000 sec): 3 clusters
  Score: Raw -824171.220651 + Penalty 2945.098118 = -821226.122533
  nChanged 11
		SP:Iteration 41Q (30114.690000 sec): 3 clusters
  Score: Raw -824172.803392 + Penalty 2945.098118 = -821227.705274
  nChanged 11
		SP:Iteration 42Q (30114.930000 sec): 3 clusters
  Score: Raw -824174.146275 + Penalty 2945.098118 = -821229.048157
  nChanged 6
		SP:Iteration 43Q (30115.140000 sec): 3 clusters
  Score: Raw -824175.014209 + Penalty 2945.098118 = -821229.916091
  nChanged 9
		SP:Iteration 44Q (30115.370000 sec): 3 clusters
  Score: Raw -824176.495740 + Penalty 2945.098118 = -821231.397622
  nChanged 9
		SP:Iteration 45Q (30115.590000 sec): 3 clusters
  Score: Raw -824177.738559 + Penalty 2945.098118 = -821232.640441
  nChanged 9
		SP:Iteration 46Q (30115.870000 sec): 3 clusters
  Score: Raw -824178.643012 + Penalty 2945.098118 = -821233.544894
  nChanged 5
		SP:Iteration 47Q (30116.060000 sec): 3 clusters
  Score: Raw -824179.159539 + Penalty 2945.098118 = -821234.061420
  nChanged 2
		SP:Iteration 48Q (30116.250000 sec): 3 clusters
  Score: Raw -824179.299151 + Penalty 2945.098118 = -821234.201032
  nChanged 0
		SP:Iteration 49F (30116.520000 sec): 3 clusters
  Score: Raw -824179.299151 + Penalty 2945.098118 = -821234.201032
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 13 (4163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30116.630000 sec): 2 clusters
  Score: Raw -391929.586703 + Penalty 1354.273578 = -390575.313125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30116.790000 sec): 3 clusters
  Score: Raw -389869.712045 + Penalty 2708.547155 = -387161.164890
  nChanged 1657
		SP:Iteration 1F (30117.000000 sec): 3 clusters
  Score: Raw -390836.794237 + Penalty 2708.547155 = -388128.247081
  nChanged 347
		SP:Iteration 2F (30117.170000 sec): 3 clusters
  Score: Raw -391140.458244 + Penalty 2708.547155 = -388431.911089
  nChanged 301
		SP:Iteration 3F (30117.350000 sec): 3 clusters
  Score: Raw -391424.426404 + Penalty 2708.547155 = -388715.879248
  nChanged 269
		SP:Iteration 4F (30117.530000 sec): 3 clusters
  Score: Raw -391640.253763 + Penalty 2708.547155 = -388931.706608
  nChanged 221
		SP:Iteration 5F (30117.680000 sec): 3 clusters
  Score: Raw -391810.284225 + Penalty 2708.547155 = -389101.737069
  nChanged 185
		SP:Iteration 6Q (30117.850000 sec): 3 clusters
  Score: Raw -391948.199668 + Penalty 2708.547155 = -389239.652513
  nChanged 143
		SP:Iteration 7Q (30118.070000 sec): 3 clusters
  Score: Raw -392071.329101 + Penalty 2708.547155 = -389362.781946
  nChanged 131
		SP:Iteration 8Q (30118.290000 sec): 3 clusters
  Score: Raw -392187.865759 + Penalty 2708.547155 = -389479.318603
  nChanged 121
		SP:Iteration 9Q (30118.490000 sec): 3 clusters
  Score: Raw -392287.215978 + Penalty 2708.547155 = -389578.668823
  nChanged 95
		SP:Iteration 10Q (30118.710000 sec): 3 clusters
  Score: Raw -392363.800861 + Penalty 2708.547155 = -389655.253706
  nChanged 77
		SP:Iteration 11Q (30118.900000 sec): 3 clusters
  Score: Raw -392427.987918 + Penalty 2708.547155 = -389719.440763
  nChanged 68
		SP:Iteration 12Q (30119.070000 sec): 3 clusters
  Score: Raw -392487.292619 + Penalty 2708.547155 = -389778.745464
  nChanged 61
		SP:Iteration 13Q (30119.300000 sec): 3 clusters
  Score: Raw -392529.053165 + Penalty 2708.547155 = -389820.506009
  nChanged 52
		SP:Iteration 14Q (30119.460000 sec): 3 clusters
  Score: Raw -392567.827513 + Penalty 2708.547155 = -389859.280358
  nChanged 50
		SP:Iteration 15Q (30119.650000 sec): 3 clusters
  Score: Raw -392597.272077 + Penalty 2708.547155 = -389888.724922
  nChanged 37
		SP:Iteration 16Q (30119.870000 sec): 3 clusters
  Score: Raw -392612.417677 + Penalty 2708.547155 = -389903.870522
  nChanged 26
		SP:Iteration 17Q (30120.050000 sec): 3 clusters
  Score: Raw -392625.887377 + Penalty 2708.547155 = -389917.340221
  nChanged 11
		SP:Iteration 18Q (30120.280000 sec): 3 clusters
  Score: Raw -392629.027993 + Penalty 2708.547155 = -389920.480837
  nChanged 11
		SP:Iteration 19Q (30120.430000 sec): 3 clusters
  Score: Raw -392632.520845 + Penalty 2708.547155 = -389923.973690
  nChanged 11
		SP:Iteration 20F (30120.680000 sec): 3 clusters
  Score: Raw -392637.347128 + Penalty 2708.547155 = -389928.799972
  nChanged 10
		SP:Iteration 21Q (30120.860000 sec): 3 clusters
  Score: Raw -392641.044877 + Penalty 2708.547155 = -389932.497722
  nChanged 7
		SP:Iteration 22Q (30121.030000 sec): 3 clusters
  Score: Raw -392644.010759 + Penalty 2708.547155 = -389935.463604
  nChanged 3
		SP:Iteration 23Q (30121.240000 sec): 3 clusters
  Score: Raw -392644.925886 + Penalty 2708.547155 = -389936.378731
  nChanged 2
		SP:Iteration 24Q (30121.420000 sec): 3 clusters
  Score: Raw -392645.256748 + Penalty 2708.547155 = -389936.709593
  nChanged 0
		SP:Iteration 25F (30121.610000 sec): 3 clusters
  Score: Raw -392645.256748 + Penalty 2708.547155 = -389936.709593
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 14 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30121.680000 sec): 2 clusters
  Score: Raw -107663.035500 + Penalty 1154.289835 = -106508.745665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30121.890000 sec): 3 clusters
  Score: Raw -107249.586598 + Penalty 2308.579670 = -104941.006927
  nChanged 410
		SP:Iteration 1F (30122.100000 sec): 3 clusters
  Score: Raw -107661.147900 + Penalty 2308.579670 = -105352.568230
  nChanged 133
		SP:Iteration 2F (30122.230000 sec): 3 clusters
  Score: Raw -107866.260993 + Penalty 2308.579670 = -105557.681323
  nChanged 85
		SP:Iteration 3F (30122.410000 sec): 3 clusters
  Score: Raw -108032.730712 + Penalty 2308.579670 = -105724.151042
  nChanged 76
		SP:Iteration 4F (30122.630000 sec): 3 clusters
  Score: Raw -108187.864628 + Penalty 2308.579670 = -105879.284958
  nChanged 59
		SP:Iteration 5Q (30122.810000 sec): 3 clusters
  Score: Raw -108276.585938 + Penalty 2308.579670 = -105968.006268
  nChanged 37
		SP:Iteration 6Q (30122.940000 sec): 3 clusters
  Score: Raw -108317.489179 + Penalty 2308.579670 = -106008.909508
  nChanged 24
		SP:Iteration 7Q (30123.120000 sec): 3 clusters
  Score: Raw -108343.510627 + Penalty 2308.579670 = -106034.930956
  nChanged 23
		SP:Iteration 8Q (30123.260000 sec): 3 clusters
  Score: Raw -108360.704083 + Penalty 2308.579670 = -106052.124413
  nChanged 21
		SP:Iteration 9Q (30123.450000 sec): 3 clusters
  Score: Raw -108380.479961 + Penalty 2308.579670 = -106071.900291
  nChanged 17
		SP:Iteration 10Q (30123.620000 sec): 3 clusters
  Score: Raw -108411.347371 + Penalty 2308.579670 = -106102.767701
  nChanged 15
		SP:Iteration 11Q (30123.870000 sec): 3 clusters
  Score: Raw -108425.847812 + Penalty 2308.579670 = -106117.268142
  nChanged 11
		SP:Iteration 12Q (30124.030000 sec): 3 clusters
  Score: Raw -108434.780872 + Penalty 2308.579670 = -106126.201201
  nChanged 9
		SP:Iteration 13Q (30124.230000 sec): 3 clusters
  Score: Raw -108446.313507 + Penalty 2308.579670 = -106137.733837
  nChanged 5
		SP:Iteration 14Q (30124.450000 sec): 3 clusters
  Score: Raw -108453.553472 + Penalty 2308.579670 = -106144.973801
  nChanged 11
		SP:Iteration 15Q (30124.620000 sec): 3 clusters
  Score: Raw -108461.016961 + Penalty 2308.579670 = -106152.437291
  nChanged 8
		SP:Iteration 16Q (30124.780000 sec): 3 clusters
  Score: Raw -108464.817913 + Penalty 2308.579670 = -106156.238243
  nChanged 4
		SP:Iteration 17Q (30124.960000 sec): 3 clusters
  Score: Raw -108466.794211 + Penalty 2308.579670 = -106158.214541
  nChanged 2
		SP:Iteration 18Q (30125.230000 sec): 3 clusters
  Score: Raw -108468.071980 + Penalty 2308.579670 = -106159.492310
  nChanged 1
		SP:Iteration 19Q (30125.410000 sec): 3 clusters
  Score: Raw -108468.484516 + Penalty 2308.579670 = -106159.904845
  nChanged 0
		SP:Iteration 20F (30125.640000 sec): 3 clusters
  Score: Raw -108468.484516 + Penalty 2308.579670 = -106159.904845
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 15 (133433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30126.310000 sec): 2 clusters
  Score: Raw -12815473.040767 + Penalty 1917.720148 = -12813555.320619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30127.140000 sec): 3 clusters
  Score: Raw -12727744.537593 + Penalty 3835.440296 = -12723909.097296
  nChanged 64357
		SP:Iteration 1F (30127.950000 sec): 3 clusters
  Score: Raw -12764980.470294 + Penalty 3835.440296 = -12761145.029998
  nChanged 5101
		SP:Iteration 2Q (30128.800000 sec): 3 clusters
  Score: Raw -12766665.485646 + Penalty 3835.440296 = -12762830.045349
  nChanged 5854
		SP:Iteration 3Q (30129.660000 sec): 3 clusters
  Score: Raw -12769137.544343 + Penalty 3835.440296 = -12765302.104047
  nChanged 7124
		SP:Iteration 4F (30130.480000 sec): 3 clusters
  Score: Raw -12772759.708959 + Penalty 3835.440296 = -12768924.268663
  nChanged 8428
		SP:Iteration 5F (30131.280000 sec): 3 clusters
  Score: Raw -12777962.592301 + Penalty 3835.440296 = -12774127.152004
  nChanged 9448
		SP:Iteration 6F (30132.090000 sec): 3 clusters
  Score: Raw -12784906.560578 + Penalty 3835.440296 = -12781071.120281
  nChanged 9565
		SP:Iteration 7F (30132.820000 sec): 3 clusters
  Score: Raw -12792692.575959 + Penalty 3835.440296 = -12788857.135663
  nChanged 8207
		SP:Iteration 8F (30133.720000 sec): 3 clusters
  Score: Raw -12799569.938815 + Penalty 3835.440296 = -12795734.498518
  nChanged 6120
		SP:Iteration 9Q (30134.640000 sec): 3 clusters
  Score: Raw -12804099.764761 + Penalty 3835.440296 = -12800264.324465
  nChanged 4348
		SP:Iteration 10Q (30135.450000 sec): 3 clusters
  Score: Raw -12806670.781057 + Penalty 3835.440296 = -12802835.340760
  nChanged 3160
		SP:Iteration 11Q (30136.360000 sec): 3 clusters
  Score: Raw -12808320.746134 + Penalty 3835.440296 = -12804485.305838
  nChanged 2496
		SP:Iteration 12Q (30137.180000 sec): 3 clusters
  Score: Raw -12809525.070826 + Penalty 3835.440296 = -12805689.630530
  nChanged 2141
		SP:Iteration 13Q (30137.960000 sec): 3 clusters
  Score: Raw -12810473.157738 + Penalty 3835.440296 = -12806637.717442
  nChanged 1903
		SP:Iteration 14Q (30138.760000 sec): 3 clusters
  Score: Raw -12811278.574892 + Penalty 3835.440296 = -12807443.134596
  nChanged 1737
		SP:Iteration 15Q (30139.560000 sec): 3 clusters
  Score: Raw -12812002.844094 + Penalty 3835.440296 = -12808167.403798
  nChanged 1552
		SP:Iteration 16Q (30140.320000 sec): 3 clusters
  Score: Raw -12812634.620665 + Penalty 3835.440296 = -12808799.180369
  nChanged 1411
		SP:Iteration 17Q (30141.070000 sec): 3 clusters
  Score: Raw -12813191.717784 + Penalty 3835.440296 = -12809356.277487
  nChanged 1304
		SP:Iteration 18Q (30141.870000 sec): 3 clusters
  Score: Raw -12813720.573263 + Penalty 3835.440296 = -12809885.132967
  nChanged 1218
		SP:Iteration 19Q (30142.680000 sec): 3 clusters
  Score: Raw -12814214.580107 + Penalty 3835.440296 = -12810379.139810
  nChanged 1103
		SP:Iteration 20F (30143.570000 sec): 3 clusters
  Score: Raw -12814659.573710 + Penalty 3835.440296 = -12810824.133413
  nChanged 938
		SP:Iteration 21Q (30144.500000 sec): 3 clusters
  Score: Raw -12815028.105356 + Penalty 3835.440296 = -12811192.665060
  nChanged 816
		SP:Iteration 22Q (30145.230000 sec): 3 clusters
  Score: Raw -12815325.793247 + Penalty 3835.440296 = -12811490.352950
  nChanged 687
		SP:Iteration 23Q (30146.040000 sec): 3 clusters
  Score: Raw -12815563.883566 + Penalty 3835.440296 = -12811728.443270
  nChanged 576
		SP:Iteration 24Q (30146.830000 sec): 3 clusters
  Score: Raw -12815755.013084 + Penalty 3835.440296 = -12811919.572788
  nChanged 494
		SP:Iteration 25Q (30147.630000 sec): 3 clusters
  Score: Raw -12815912.361214 + Penalty 3835.440296 = -12812076.920918
  nChanged 440
		SP:Iteration 26Q (30148.400000 sec): 3 clusters
  Score: Raw -12816060.336975 + Penalty 3835.440296 = -12812224.896679
  nChanged 405
		SP:Iteration 27Q (30149.170000 sec): 3 clusters
  Score: Raw -12816200.722220 + Penalty 3835.440296 = -12812365.281923
  nChanged 356
		SP:Iteration 28Q (30149.870000 sec): 3 clusters
  Score: Raw -12816331.835759 + Penalty 3835.440296 = -12812496.395463
  nChanged 351
		SP:Iteration 29Q (30150.600000 sec): 3 clusters
  Score: Raw -12816449.984060 + Penalty 3835.440296 = -12812614.543763
  nChanged 307
		SP:Iteration 30Q (30151.290000 sec): 3 clusters
  Score: Raw -12816537.269175 + Penalty 3835.440296 = -12812701.828878
  nChanged 242
		SP:Iteration 31Q (30152.010000 sec): 3 clusters
  Score: Raw -12816598.747629 + Penalty 3835.440296 = -12812763.307333
  nChanged 218
		SP:Iteration 32Q (30152.690000 sec): 3 clusters
  Score: Raw -12816655.580476 + Penalty 3835.440296 = -12812820.140180
  nChanged 177
		SP:Iteration 33Q (30153.390000 sec): 3 clusters
  Score: Raw -12816699.194662 + Penalty 3835.440296 = -12812863.754366
  nChanged 156
		SP:Iteration 34Q (30154.070000 sec): 3 clusters
  Score: Raw -12816740.193851 + Penalty 3835.440296 = -12812904.753555
  nChanged 152
		SP:Iteration 35Q (30154.800000 sec): 3 clusters
  Score: Raw -12816776.924536 + Penalty 3835.440296 = -12812941.484239
  nChanged 135
		SP:Iteration 36Q (30155.530000 sec): 3 clusters
  Score: Raw -12816803.742603 + Penalty 3835.440296 = -12812968.302306
  nChanged 101
		SP:Iteration 37Q (30156.230000 sec): 3 clusters
  Score: Raw -12816824.966893 + Penalty 3835.440296 = -12812989.526597
  nChanged 98
		SP:Iteration 38Q (30156.890000 sec): 3 clusters
  Score: Raw -12816840.525892 + Penalty 3835.440296 = -12813005.085595
  nChanged 73
		SP:Iteration 39Q (30157.590000 sec): 3 clusters
  Score: Raw -12816853.335257 + Penalty 3835.440296 = -12813017.894961
  nChanged 71
		SP:Iteration 40F (30158.350000 sec): 3 clusters
  Score: Raw -12816866.248000 + Penalty 3835.440296 = -12813030.807703
  nChanged 66
		SP:Iteration 41Q (30159.100000 sec): 3 clusters
  Score: Raw -12816877.184211 + Penalty 3835.440296 = -12813041.743914
  nChanged 65
		SP:Iteration 42Q (30159.800000 sec): 3 clusters
  Score: Raw -12816889.183271 + Penalty 3835.440296 = -12813053.742975
  nChanged 59
		SP:Iteration 43Q (30160.530000 sec): 3 clusters
  Score: Raw -12816899.300052 + Penalty 3835.440296 = -12813063.859755
  nChanged 53
		SP:Iteration 44Q (30161.220000 sec): 3 clusters
  Score: Raw -12816907.244140 + Penalty 3835.440296 = -12813071.803844
  nChanged 49
		SP:Iteration 45Q (30162.170000 sec): 3 clusters
  Score: Raw -12816913.489141 + Penalty 3835.440296 = -12813078.048844
  nChanged 42
		SP:Iteration 46Q (30162.950000 sec): 3 clusters
  Score: Raw -12816919.808889 + Penalty 3835.440296 = -12813084.368592
  nChanged 37
		SP:Iteration 47Q (30163.700000 sec): 3 clusters
  Score: Raw -12816924.003820 + Penalty 3835.440296 = -12813088.563524
  nChanged 24
		SP:Iteration 48Q (30164.540000 sec): 3 clusters
  Score: Raw -12816926.602031 + Penalty 3835.440296 = -12813091.161735
  nChanged 24
		SP:Iteration 49Q (30165.290000 sec): 3 clusters
  Score: Raw -12816929.392391 + Penalty 3835.440296 = -12813093.952095
  nChanged 23
		SP:Iteration 50Q (30165.960000 sec): 3 clusters
  Score: Raw -12816932.837259 + Penalty 3835.440296 = -12813097.396963
  nChanged 23
		SP:Iteration 51Q (30166.670000 sec): 3 clusters
  Score: Raw -12816936.263566 + Penalty 3835.440296 = -12813100.823270
  nChanged 31
		SP:Iteration 52Q (30167.390000 sec): 3 clusters
  Score: Raw -12816939.843437 + Penalty 3835.440296 = -12813104.403141
  nChanged 24
		SP:Iteration 53Q (30168.100000 sec): 3 clusters
  Score: Raw -12816942.283041 + Penalty 3835.440296 = -12813106.842744
  nChanged 19
		SP:Iteration 54Q (30168.780000 sec): 3 clusters
  Score: Raw -12816944.631519 + Penalty 3835.440296 = -12813109.191222
  nChanged 23
		SP:Iteration 55Q (30169.520000 sec): 3 clusters
  Score: Raw -12816947.324240 + Penalty 3835.440296 = -12813111.883943
  nChanged 20
		SP:Iteration 56Q (30170.290000 sec): 3 clusters
  Score: Raw -12816949.766989 + Penalty 3835.440296 = -12813114.326692
  nChanged 19
		SP:Iteration 57Q (30171.060000 sec): 3 clusters
  Score: Raw -12816952.791577 + Penalty 3835.440296 = -12813117.351280
  nChanged 24
		SP:Iteration 58Q (30171.740000 sec): 3 clusters
  Score: Raw -12816955.465884 + Penalty 3835.440296 = -12813120.025588
  nChanged 22
		SP:Iteration 59Q (30172.520000 sec): 3 clusters
  Score: Raw -12816958.262405 + Penalty 3835.440296 = -12813122.822109
  nChanged 20
		SP:Iteration 60F (30173.370000 sec): 3 clusters
  Score: Raw -12816960.634902 + Penalty 3835.440296 = -12813125.194605
  nChanged 23
		SP:Iteration 61Q (30174.120000 sec): 3 clusters
  Score: Raw -12816963.821583 + Penalty 3835.440296 = -12813128.381287
  nChanged 14
		SP:Iteration 62Q (30174.830000 sec): 3 clusters
  Score: Raw -12816966.006058 + Penalty 3835.440296 = -12813130.565761
  nChanged 15
		SP:Iteration 63Q (30175.530000 sec): 3 clusters
  Score: Raw -12816967.843805 + Penalty 3835.440296 = -12813132.403508
  nChanged 12
		SP:Iteration 64Q (30176.250000 sec): 3 clusters
  Score: Raw -12816969.389773 + Penalty 3835.440296 = -12813133.949476
  nChanged 14
		SP:Iteration 65Q (30177.030000 sec): 3 clusters
  Score: Raw -12816971.324948 + Penalty 3835.440296 = -12813135.884651
  nChanged 21
		SP:Iteration 66Q (30177.740000 sec): 3 clusters
  Score: Raw -12816974.201804 + Penalty 3835.440296 = -12813138.761508
  nChanged 15
		SP:Iteration 67Q (30178.480000 sec): 3 clusters
  Score: Raw -12816975.738513 + Penalty 3835.440296 = -12813140.298216
  nChanged 17
		SP:Iteration 68Q (30179.140000 sec): 3 clusters
  Score: Raw -12816977.301119 + Penalty 3835.440296 = -12813141.860822
  nChanged 17
		SP:Iteration 69Q (30179.840000 sec): 3 clusters
  Score: Raw -12816979.513413 + Penalty 3835.440296 = -12813144.073116
  nChanged 18
		SP:Iteration 70Q (30180.550000 sec): 3 clusters
  Score: Raw -12816981.520438 + Penalty 3835.440296 = -12813146.080142
  nChanged 16
		SP:Iteration 71Q (30181.230000 sec): 3 clusters
  Score: Raw -12816983.702361 + Penalty 3835.440296 = -12813148.262065
  nChanged 18
		SP:Iteration 72Q (30181.900000 sec): 3 clusters
  Score: Raw -12816986.039627 + Penalty 3835.440296 = -12813150.599331
  nChanged 22
		SP:Iteration 73Q (30182.650000 sec): 3 clusters
  Score: Raw -12816988.638031 + Penalty 3835.440296 = -12813153.197735
  nChanged 18
		SP:Iteration 74Q (30183.350000 sec): 3 clusters
  Score: Raw -12816990.414494 + Penalty 3835.440296 = -12813154.974198
  nChanged 10
		SP:Iteration 75Q (30184.130000 sec): 3 clusters
  Score: Raw -12816991.256433 + Penalty 3835.440296 = -12813155.816137
  nChanged 1
		SP:Iteration 76Q (30184.880000 sec): 3 clusters
  Score: Raw -12816991.346026 + Penalty 3835.440296 = -12813155.905729
  nChanged 1
		SP:Iteration 77Q (30185.620000 sec): 3 clusters
  Score: Raw -12816991.490696 + Penalty 3835.440296 = -12813156.050399
  nChanged 2
		SP:Iteration 78Q (30186.430000 sec): 3 clusters
  Score: Raw -12816991.728006 + Penalty 3835.440296 = -12813156.287709
  nChanged 3
		SP:Iteration 79Q (30187.260000 sec): 3 clusters
  Score: Raw -12816992.190864 + Penalty 3835.440296 = -12813156.750567
  nChanged 6
		SP:Iteration 80F (30188.050000 sec): 3 clusters
  Score: Raw -12816992.750688 + Penalty 3835.440296 = -12813157.310391
  nChanged 6
		SP:Iteration 81Q (30188.850000 sec): 3 clusters
  Score: Raw -12816993.579004 + Penalty 3835.440296 = -12813158.138708
  nChanged 7
		SP:Iteration 82Q (30189.700000 sec): 3 clusters
  Score: Raw -12816994.575837 + Penalty 3835.440296 = -12813159.135541
  nChanged 15
		SP:Iteration 83Q (30190.350000 sec): 3 clusters
  Score: Raw -12816996.477517 + Penalty 3835.440296 = -12813161.037221
  nChanged 15
		SP:Iteration 84Q (30191.000000 sec): 3 clusters
  Score: Raw -12816998.590831 + Penalty 3835.440296 = -12813163.150534
  nChanged 16
		SP:Iteration 85Q (30191.720000 sec): 3 clusters
  Score: Raw -12817000.692128 + Penalty 3835.440296 = -12813165.251831
  nChanged 19
		SP:Iteration 86Q (30192.390000 sec): 3 clusters
  Score: Raw -12817003.017576 + Penalty 3835.440296 = -12813167.577280
  nChanged 15
		SP:Iteration 87Q (30193.070000 sec): 3 clusters
  Score: Raw -12817004.827347 + Penalty 3835.440296 = -12813169.387050
  nChanged 16
		SP:Iteration 88Q (30193.730000 sec): 3 clusters
  Score: Raw -12817006.380823 + Penalty 3835.440296 = -12813170.940526
  nChanged 12
		SP:Iteration 89Q (30194.320000 sec): 3 clusters
  Score: Raw -12817007.678779 + Penalty 3835.440296 = -12813172.238482
  nChanged 8
		SP:Iteration 90Q (30194.980000 sec): 3 clusters
  Score: Raw -12817008.497617 + Penalty 3835.440296 = -12813173.057321
  nChanged 6
		SP:Iteration 91Q (30195.630000 sec): 3 clusters
  Score: Raw -12817008.999456 + Penalty 3835.440296 = -12813173.559159
  nChanged 2
		SP:Iteration 92Q (30196.320000 sec): 3 clusters
  Score: Raw -12817009.132451 + Penalty 3835.440296 = -12813173.692155
  nChanged 5
		SP:Iteration 93Q (30197.040000 sec): 3 clusters
  Score: Raw -12817009.699487 + Penalty 3835.440296 = -12813174.259190
  nChanged 3
		SP:Iteration 94Q (30197.710000 sec): 3 clusters
  Score: Raw -12817009.904100 + Penalty 3835.440296 = -12813174.463804
  nChanged 1
		SP:Iteration 95Q (30198.410000 sec): 3 clusters
  Score: Raw -12817009.956942 + Penalty 3835.440296 = -12813174.516646
  nChanged 1
		SP:Iteration 96Q (30199.080000 sec): 3 clusters
  Score: Raw -12817010.009090 + Penalty 3835.440296 = -12813174.568793
  nChanged 0
		SP:Iteration 97F (30199.880000 sec): 3 clusters
  Score: Raw -12817010.009090 + Penalty 3835.440296 = -12813174.568793
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 16 (11226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30200.030000 sec): 2 clusters
  Score: Raw -1078803.676741 + Penalty 1515.473017 = -1077288.203724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30200.260000 sec): 3 clusters
  Score: Raw -1072474.864552 + Penalty 3030.946034 = -1069443.918519
  nChanged 4901
		SP:Iteration 1F (30200.520000 sec): 3 clusters
  Score: Raw -1075500.597185 + Penalty 3030.946034 = -1072469.651152
  nChanged 863
		SP:Iteration 2F (30200.740000 sec): 3 clusters
  Score: Raw -1076134.532995 + Penalty 3030.946034 = -1073103.586961
  nChanged 864
		SP:Iteration 3F (30201.010000 sec): 3 clusters
  Score: Raw -1076815.918770 + Penalty 3030.946034 = -1073784.972737
  nChanged 795
		SP:Iteration 4F (30201.190000 sec): 3 clusters
  Score: Raw -1077397.871184 + Penalty 3030.946034 = -1074366.925150
  nChanged 656
		SP:Iteration 5F (30201.420000 sec): 3 clusters
  Score: Raw -1077813.809578 + Penalty 3030.946034 = -1074782.863545
  nChanged 546
		SP:Iteration 6Q (30201.620000 sec): 3 clusters
  Score: Raw -1078133.980626 + Penalty 3030.946034 = -1075103.034592
  nChanged 458
		SP:Iteration 7Q (30201.830000 sec): 3 clusters
  Score: Raw -1078378.352739 + Penalty 3030.946034 = -1075347.406705
  nChanged 372
		SP:Iteration 8Q (30202.050000 sec): 3 clusters
  Score: Raw -1078558.089207 + Penalty 3030.946034 = -1075527.143173
  nChanged 311
		SP:Iteration 9Q (30202.280000 sec): 3 clusters
  Score: Raw -1078680.999483 + Penalty 3030.946034 = -1075650.053450
  nChanged 246
		SP:Iteration 10Q (30202.460000 sec): 3 clusters
  Score: Raw -1078773.485015 + Penalty 3030.946034 = -1075742.538981
  nChanged 207
		SP:Iteration 11Q (30202.740000 sec): 3 clusters
  Score: Raw -1078851.791471 + Penalty 3030.946034 = -1075820.845438
  nChanged 190
		SP:Iteration 12Q (30202.990000 sec): 3 clusters
  Score: Raw -1078926.274333 + Penalty 3030.946034 = -1075895.328300
  nChanged 167
		SP:Iteration 13Q (30203.270000 sec): 3 clusters
  Score: Raw -1078992.737265 + Penalty 3030.946034 = -1075961.791232
  nChanged 154
		SP:Iteration 14Q (30203.450000 sec): 3 clusters
  Score: Raw -1079050.457948 + Penalty 3030.946034 = -1076019.511915
  nChanged 138
		SP:Iteration 15Q (30203.710000 sec): 3 clusters
  Score: Raw -1079099.180008 + Penalty 3030.946034 = -1076068.233975
  nChanged 134
		SP:Iteration 16Q (30203.950000 sec): 3 clusters
  Score: Raw -1079150.901508 + Penalty 3030.946034 = -1076119.955474
  nChanged 136
		SP:Iteration 17Q (30204.200000 sec): 3 clusters
  Score: Raw -1079197.847273 + Penalty 3030.946034 = -1076166.901240
  nChanged 123
		SP:Iteration 18Q (30204.490000 sec): 3 clusters
  Score: Raw -1079239.442747 + Penalty 3030.946034 = -1076208.496713
  nChanged 123
		SP:Iteration 19Q (30204.700000 sec): 3 clusters
  Score: Raw -1079284.661721 + Penalty 3030.946034 = -1076253.715687
  nChanged 144
		SP:Iteration 20F (30204.960000 sec): 3 clusters
  Score: Raw -1079339.290838 + Penalty 3030.946034 = -1076308.344805
  nChanged 134
		SP:Iteration 21Q (30205.190000 sec): 3 clusters
  Score: Raw -1079383.010530 + Penalty 3030.946034 = -1076352.064497
  nChanged 116
		SP:Iteration 22Q (30205.470000 sec): 3 clusters
  Score: Raw -1079421.385942 + Penalty 3030.946034 = -1076390.439909
  nChanged 114
		SP:Iteration 23Q (30205.690000 sec): 3 clusters
  Score: Raw -1079454.914705 + Penalty 3030.946034 = -1076423.968672
  nChanged 113
		SP:Iteration 24Q (30205.900000 sec): 3 clusters
  Score: Raw -1079484.259344 + Penalty 3030.946034 = -1076453.313311
  nChanged 86
		SP:Iteration 25Q (30206.110000 sec): 3 clusters
  Score: Raw -1079504.546107 + Penalty 3030.946034 = -1076473.600073
  nChanged 65
		SP:Iteration 26Q (30206.340000 sec): 3 clusters
  Score: Raw -1079521.507761 + Penalty 3030.946034 = -1076490.561727
  nChanged 65
		SP:Iteration 27Q (30206.530000 sec): 3 clusters
  Score: Raw -1079542.413345 + Penalty 3030.946034 = -1076511.467312
  nChanged 70
		SP:Iteration 28Q (30206.780000 sec): 3 clusters
  Score: Raw -1079559.363682 + Penalty 3030.946034 = -1076528.417649
  nChanged 51
		SP:Iteration 29Q (30207.010000 sec): 3 clusters
  Score: Raw -1079569.510948 + Penalty 3030.946034 = -1076538.564915
  nChanged 37
		SP:Iteration 30Q (30207.220000 sec): 3 clusters
  Score: Raw -1079576.108596 + Penalty 3030.946034 = -1076545.162563
  nChanged 31
		SP:Iteration 31Q (30207.500000 sec): 3 clusters
  Score: Raw -1079582.977278 + Penalty 3030.946034 = -1076552.031244
  nChanged 32
		SP:Iteration 32Q (30207.720000 sec): 3 clusters
  Score: Raw -1079590.711048 + Penalty 3030.946034 = -1076559.765015
  nChanged 31
		SP:Iteration 33Q (30207.940000 sec): 3 clusters
  Score: Raw -1079597.925349 + Penalty 3030.946034 = -1076566.979315
  nChanged 23
		SP:Iteration 34Q (30208.200000 sec): 3 clusters
  Score: Raw -1079602.706850 + Penalty 3030.946034 = -1076571.760816
  nChanged 23
		SP:Iteration 35Q (30208.400000 sec): 3 clusters
  Score: Raw -1079606.222838 + Penalty 3030.946034 = -1076575.276805
  nChanged 14
		SP:Iteration 36Q (30208.640000 sec): 3 clusters
  Score: Raw -1079607.805327 + Penalty 3030.946034 = -1076576.859293
  nChanged 8
		SP:Iteration 37Q (30208.860000 sec): 3 clusters
  Score: Raw -1079609.170789 + Penalty 3030.946034 = -1076578.224755
  nChanged 11
		SP:Iteration 38Q (30209.070000 sec): 3 clusters
  Score: Raw -1079611.172183 + Penalty 3030.946034 = -1076580.226150
  nChanged 9
		SP:Iteration 39Q (30209.280000 sec): 3 clusters
  Score: Raw -1079612.421925 + Penalty 3030.946034 = -1076581.475891
  nChanged 9
		SP:Iteration 40F (30209.530000 sec): 3 clusters
  Score: Raw -1079614.066335 + Penalty 3030.946034 = -1076583.120302
  nChanged 13
		SP:Iteration 41Q (30209.740000 sec): 3 clusters
  Score: Raw -1079617.371384 + Penalty 3030.946034 = -1076586.425350
  nChanged 14
		SP:Iteration 42Q (30210.040000 sec): 3 clusters
  Score: Raw -1079619.333284 + Penalty 3030.946034 = -1076588.387250
  nChanged 8
		SP:Iteration 43Q (30210.280000 sec): 3 clusters
  Score: Raw -1079620.910731 + Penalty 3030.946034 = -1076589.964697
  nChanged 10
		SP:Iteration 44Q (30210.500000 sec): 3 clusters
  Score: Raw -1079622.814192 + Penalty 3030.946034 = -1076591.868158
  nChanged 10
		SP:Iteration 45Q (30210.700000 sec): 3 clusters
  Score: Raw -1079624.302635 + Penalty 3030.946034 = -1076593.356602
  nChanged 8
		SP:Iteration 46Q (30210.940000 sec): 3 clusters
  Score: Raw -1079625.979779 + Penalty 3030.946034 = -1076595.033746
  nChanged 6
		SP:Iteration 47Q (30211.110000 sec): 3 clusters
  Score: Raw -1079626.603763 + Penalty 3030.946034 = -1076595.657730
  nChanged 4
		SP:Iteration 48Q (30211.300000 sec): 3 clusters
  Score: Raw -1079627.140177 + Penalty 3030.946034 = -1076596.194143
  nChanged 4
		SP:Iteration 49Q (30211.510000 sec): 3 clusters
  Score: Raw -1079627.946460 + Penalty 3030.946034 = -1076597.000426
  nChanged 6
		SP:Iteration 50Q (30211.720000 sec): 3 clusters
  Score: Raw -1079629.390861 + Penalty 3030.946034 = -1076598.444827
  nChanged 10
		SP:Iteration 51Q (30211.950000 sec): 3 clusters
  Score: Raw -1079631.382380 + Penalty 3030.946034 = -1076600.436346
  nChanged 6
		SP:Iteration 52Q (30212.210000 sec): 3 clusters
  Score: Raw -1079632.046872 + Penalty 3030.946034 = -1076601.100839
  nChanged 6
		SP:Iteration 53Q (30212.500000 sec): 3 clusters
  Score: Raw -1079632.896717 + Penalty 3030.946034 = -1076601.950684
  nChanged 7
		SP:Iteration 54Q (30212.700000 sec): 3 clusters
  Score: Raw -1079634.181384 + Penalty 3030.946034 = -1076603.235350
  nChanged 12
		SP:Iteration 55Q (30212.960000 sec): 3 clusters
  Score: Raw -1079636.571833 + Penalty 3030.946034 = -1076605.625800
  nChanged 7
		SP:Iteration 56Q (30213.180000 sec): 3 clusters
  Score: Raw -1079637.669663 + Penalty 3030.946034 = -1076606.723629
  nChanged 7
		SP:Iteration 57Q (30213.400000 sec): 3 clusters
  Score: Raw -1079638.305433 + Penalty 3030.946034 = -1076607.359399
  nChanged 3
		SP:Iteration 58Q (30213.580000 sec): 3 clusters
  Score: Raw -1079638.878633 + Penalty 3030.946034 = -1076607.932599
  nChanged 6
		SP:Iteration 59Q (30213.800000 sec): 3 clusters
  Score: Raw -1079639.782288 + Penalty 3030.946034 = -1076608.836254
  nChanged 6
		SP:Iteration 60F (30214.040000 sec): 3 clusters
  Score: Raw -1079640.585086 + Penalty 3030.946034 = -1076609.639053
  nChanged 2
		SP:Iteration 61Q (30214.280000 sec): 3 clusters
  Score: Raw -1079641.139916 + Penalty 3030.946034 = -1076610.193882
  nChanged 4
		SP:Iteration 62Q (30214.520000 sec): 3 clusters
  Score: Raw -1079641.832056 + Penalty 3030.946034 = -1076610.886022
  nChanged 5
		SP:Iteration 63Q (30214.760000 sec): 3 clusters
  Score: Raw -1079642.208510 + Penalty 3030.946034 = -1076611.262477
  nChanged 0
		SP:Iteration 64F (30215.000000 sec): 3 clusters
  Score: Raw -1079642.208510 + Penalty 3030.946034 = -1076611.262477
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 17 (1765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30215.110000 sec): 2 clusters
  Score: Raw -183588.378765 + Penalty 1214.834720 = -182373.544045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30215.310000 sec): 3 clusters
  Score: Raw -182846.262382 + Penalty 2429.669440 = -180416.592942
  nChanged 623
		SP:Iteration 1F (30215.500000 sec): 3 clusters
  Score: Raw -183310.298119 + Penalty 2429.669440 = -180880.628679
  nChanged 139
		SP:Iteration 2F (30215.650000 sec): 3 clusters
  Score: Raw -183405.139410 + Penalty 2429.669440 = -180975.469970
  nChanged 67
		SP:Iteration 3Q (30215.830000 sec): 3 clusters
  Score: Raw -183447.957227 + Penalty 2429.669440 = -181018.287787
  nChanged 49
		SP:Iteration 4Q (30216.000000 sec): 3 clusters
  Score: Raw -183482.919166 + Penalty 2429.669440 = -181053.249726
  nChanged 37
		SP:Iteration 5Q (30216.170000 sec): 3 clusters
  Score: Raw -183505.903698 + Penalty 2429.669440 = -181076.234258
  nChanged 26
		SP:Iteration 6Q (30216.350000 sec): 3 clusters
  Score: Raw -183523.230010 + Penalty 2429.669440 = -181093.560570
  nChanged 19
		SP:Iteration 7Q (30216.590000 sec): 3 clusters
  Score: Raw -183531.808236 + Penalty 2429.669440 = -181102.138796
  nChanged 7
		SP:Iteration 8Q (30216.790000 sec): 3 clusters
  Score: Raw -183536.196465 + Penalty 2429.669440 = -181106.527025
  nChanged 3
		SP:Iteration 9Q (30216.990000 sec): 3 clusters
  Score: Raw -183537.280135 + Penalty 2429.669440 = -181107.610695
  nChanged 3
		SP:Iteration 10Q (30217.170000 sec): 3 clusters
  Score: Raw -183538.051313 + Penalty 2429.669440 = -181108.381873
  nChanged 2
		SP:Iteration 11Q (30217.410000 sec): 3 clusters
  Score: Raw -183538.764173 + Penalty 2429.669440 = -181109.094733
  nChanged 3
		SP:Iteration 12Q (30217.630000 sec): 3 clusters
  Score: Raw -183540.061083 + Penalty 2429.669440 = -181110.391643
  nChanged 3
		SP:Iteration 13Q (30217.790000 sec): 3 clusters
  Score: Raw -183541.237564 + Penalty 2429.669440 = -181111.568124
  nChanged 5
		SP:Iteration 14Q (30218.050000 sec): 3 clusters
  Score: Raw -183543.006386 + Penalty 2429.669440 = -181113.336946
  nChanged 4
		SP:Iteration 15Q (30218.240000 sec): 3 clusters
  Score: Raw -183544.675461 + Penalty 2429.669440 = -181115.006021
  nChanged 3
		SP:Iteration 16Q (30218.390000 sec): 3 clusters
  Score: Raw -183546.402332 + Penalty 2429.669440 = -181116.732891
  nChanged 2
		SP:Iteration 17Q (30218.660000 sec): 3 clusters
  Score: Raw -183547.037535 + Penalty 2429.669440 = -181117.368095
  nChanged 3
		SP:Iteration 18Q (30218.830000 sec): 3 clusters
  Score: Raw -183548.526739 + Penalty 2429.669440 = -181118.857299
  nChanged 2
		SP:Iteration 19Q (30219.050000 sec): 3 clusters
  Score: Raw -183549.161286 + Penalty 2429.669440 = -181119.491846
  nChanged 3
		SP:Iteration 20F (30219.250000 sec): 3 clusters
  Score: Raw -183551.111841 + Penalty 2429.669440 = -181121.442401
  nChanged 5
		SP:Iteration 21Q (30219.520000 sec): 3 clusters
  Score: Raw -183554.052483 + Penalty 2429.669440 = -181124.383043
  nChanged 8
		SP:Iteration 22Q (30219.700000 sec): 3 clusters
  Score: Raw -183558.463947 + Penalty 2429.669440 = -181128.794507
  nChanged 6
		SP:Iteration 23Q (30219.880000 sec): 3 clusters
  Score: Raw -183561.848437 + Penalty 2429.669440 = -181132.178997
  nChanged 7
		SP:Iteration 24Q (30220.050000 sec): 3 clusters
  Score: Raw -183565.603118 + Penalty 2429.669440 = -181135.933678
  nChanged 7
		SP:Iteration 25Q (30220.310000 sec): 3 clusters
  Score: Raw -183570.459681 + Penalty 2429.669440 = -181140.790241
  nChanged 12
		SP:Iteration 26Q (30220.510000 sec): 3 clusters
  Score: Raw -183578.527351 + Penalty 2429.669440 = -181148.857911
  nChanged 9
		SP:Iteration 27Q (30220.700000 sec): 3 clusters
  Score: Raw -183583.114510 + Penalty 2429.669440 = -181153.445070
  nChanged 10
		SP:Iteration 28Q (30220.870000 sec): 3 clusters
  Score: Raw -183589.402031 + Penalty 2429.669440 = -181159.732591
  nChanged 8
		SP:Iteration 29Q (30221.080000 sec): 3 clusters
  Score: Raw -183594.206604 + Penalty 2429.669440 = -181164.537164
  nChanged 8
		SP:Iteration 30Q (30221.310000 sec): 3 clusters
  Score: Raw -183597.947112 + Penalty 2429.669440 = -181168.277672
  nChanged 9
		SP:Iteration 31Q (30221.510000 sec): 3 clusters
  Score: Raw -183603.215201 + Penalty 2429.669440 = -181173.545760
  nChanged 8
		SP:Iteration 32Q (30221.650000 sec): 3 clusters
  Score: Raw -183608.478841 + Penalty 2429.669440 = -181178.809401
  nChanged 6
		SP:Iteration 33Q (30221.850000 sec): 3 clusters
  Score: Raw -183611.372185 + Penalty 2429.669440 = -181181.702745
  nChanged 6
		SP:Iteration 34Q (30222.060000 sec): 3 clusters
  Score: Raw -183615.183498 + Penalty 2429.669440 = -181185.514058
  nChanged 6
		SP:Iteration 35Q (30222.230000 sec): 3 clusters
  Score: Raw -183618.002908 + Penalty 2429.669440 = -181188.333468
  nChanged 5
		SP:Iteration 36Q (30222.420000 sec): 3 clusters
  Score: Raw -183620.194222 + Penalty 2429.669440 = -181190.524782
  nChanged 2
		SP:Iteration 37Q (30222.620000 sec): 3 clusters
  Score: Raw -183620.778008 + Penalty 2429.669440 = -181191.108568
  nChanged 1
		SP:Iteration 38Q (30222.770000 sec): 3 clusters
  Score: Raw -183621.096947 + Penalty 2429.669440 = -181191.427506
  nChanged 1
		SP:Iteration 39Q (30222.990000 sec): 3 clusters
  Score: Raw -183621.587755 + Penalty 2429.669440 = -181191.918315
  nChanged 1
		SP:Iteration 40F (30223.170000 sec): 3 clusters
  Score: Raw -183621.725295 + Penalty 2429.669440 = -181192.055855
  nChanged 1
		SP:Iteration 41Q (30223.370000 sec): 3 clusters
  Score: Raw -183621.814407 + Penalty 2429.669440 = -181192.144967
  nChanged 1
		SP:Iteration 42Q (30223.610000 sec): 3 clusters
  Score: Raw -183622.004113 + Penalty 2429.669440 = -181192.334673
  nChanged 0
		SP:Iteration 43F (30223.870000 sec): 3 clusters
  Score: Raw -183622.004113 + Penalty 2429.669440 = -181192.334673
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 18 (122455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30224.520000 sec): 2 clusters
  Score: Raw -12783430.214800 + Penalty 1903.768570 = -12781526.446230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30225.320000 sec): 3 clusters
  Score: Raw -12703145.542898 + Penalty 3807.537141 = -12699338.005757
  nChanged 58917
		SP:Iteration 1F (30226.040000 sec): 3 clusters
  Score: Raw -12737714.364105 + Penalty 3807.537141 = -12733906.826964
  nChanged 4929
		SP:Iteration 2Q (30226.820000 sec): 3 clusters
  Score: Raw -12739469.005093 + Penalty 3807.537141 = -12735661.467952
  nChanged 6462
		SP:Iteration 3F (30227.540000 sec): 3 clusters
  Score: Raw -12742574.632032 + Penalty 3807.537141 = -12738767.094891
  nChanged 8256
		SP:Iteration 4F (30228.330000 sec): 3 clusters
  Score: Raw -12747766.327434 + Penalty 3807.537141 = -12743958.790293
  nChanged 9639
		SP:Iteration 5F (30229.060000 sec): 3 clusters
  Score: Raw -12755167.532232 + Penalty 3807.537141 = -12751359.995092
  nChanged 10077
		SP:Iteration 6F (30229.880000 sec): 3 clusters
  Score: Raw -12763902.685483 + Penalty 3807.537141 = -12760095.148343
  nChanged 8595
		SP:Iteration 7F (30230.600000 sec): 3 clusters
  Score: Raw -12771715.108115 + Penalty 3807.537141 = -12767907.570974
  nChanged 6237
		SP:Iteration 8F (30231.260000 sec): 3 clusters
  Score: Raw -12777332.388128 + Penalty 3807.537141 = -12773524.850988
  nChanged 3834
		SP:Iteration 9Q (30231.980000 sec): 3 clusters
  Score: Raw -12780629.092932 + Penalty 3807.537141 = -12776821.555791
  nChanged 2069
		SP:Iteration 10Q (30232.710000 sec): 3 clusters
  Score: Raw -12782318.492821 + Penalty 3807.537141 = -12778510.955680
  nChanged 977
		SP:Iteration 11Q (30233.400000 sec): 3 clusters
  Score: Raw -12783068.785989 + Penalty 3807.537141 = -12779261.248848
  nChanged 465
		SP:Iteration 12Q (30234.100000 sec): 3 clusters
  Score: Raw -12783407.640598 + Penalty 3807.537141 = -12779600.103457
  nChanged 222
		SP:Iteration 13Q (30234.760000 sec): 3 clusters
  Score: Raw -12783573.501441 + Penalty 3807.537141 = -12779765.964301
  nChanged 143
		SP:Iteration 14Q (30235.410000 sec): 3 clusters
  Score: Raw -12783681.102196 + Penalty 3807.537141 = -12779873.565055
  nChanged 78
		SP:Iteration 15Q (30236.220000 sec): 3 clusters
  Score: Raw -12783738.516846 + Penalty 3807.537141 = -12779930.979705
  nChanged 58
		SP:Iteration 16Q (30236.950000 sec): 3 clusters
  Score: Raw -12783779.504451 + Penalty 3807.537141 = -12779971.967311
  nChanged 39
		SP:Iteration 17Q (30237.680000 sec): 3 clusters
  Score: Raw -12783805.949004 + Penalty 3807.537141 = -12779998.411863
  nChanged 27
		SP:Iteration 18Q (30238.440000 sec): 3 clusters
  Score: Raw -12783826.070269 + Penalty 3807.537141 = -12780018.533128
  nChanged 24
		SP:Iteration 19Q (30239.000000 sec): 3 clusters
  Score: Raw -12783841.266416 + Penalty 3807.537141 = -12780033.729275
  nChanged 14
		SP:Iteration 20F (30239.760000 sec): 3 clusters
  Score: Raw -12783850.469791 + Penalty 3807.537141 = -12780042.932650
  nChanged 12
		SP:Iteration 21Q (30240.430000 sec): 3 clusters
  Score: Raw -12783859.599848 + Penalty 3807.537141 = -12780052.062707
  nChanged 15
		SP:Iteration 22Q (30241.070000 sec): 3 clusters
  Score: Raw -12783872.251740 + Penalty 3807.537141 = -12780064.714599
  nChanged 16
		SP:Iteration 23Q (30241.750000 sec): 3 clusters
  Score: Raw -12783881.961498 + Penalty 3807.537141 = -12780074.424357
  nChanged 11
		SP:Iteration 24Q (30242.450000 sec): 3 clusters
  Score: Raw -12783888.140617 + Penalty 3807.537141 = -12780080.603476
  nChanged 7
		SP:Iteration 25Q (30243.150000 sec): 3 clusters
  Score: Raw -12783892.651720 + Penalty 3807.537141 = -12780085.114579
  nChanged 8
		SP:Iteration 26Q (30243.820000 sec): 3 clusters
  Score: Raw -12783895.950143 + Penalty 3807.537141 = -12780088.413002
  nChanged 4
		SP:Iteration 27Q (30244.420000 sec): 3 clusters
  Score: Raw -12783897.257635 + Penalty 3807.537141 = -12780089.720494
  nChanged 1
		SP:Iteration 28Q (30245.080000 sec): 3 clusters
  Score: Raw -12783897.881073 + Penalty 3807.537141 = -12780090.343932
  nChanged 1
		SP:Iteration 29Q (30245.710000 sec): 3 clusters
  Score: Raw -12783898.251751 + Penalty 3807.537141 = -12780090.714610
  nChanged 1
		SP:Iteration 30Q (30246.350000 sec): 3 clusters
  Score: Raw -12783898.829791 + Penalty 3807.537141 = -12780091.292650
  nChanged 0
		SP:Iteration 31F (30247.140000 sec): 3 clusters
  Score: Raw -12783898.829791 + Penalty 3807.537141 = -12780091.292650
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 19 (41141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30247.440000 sec): 2 clusters
  Score: Raw -4396524.417752 + Penalty 1726.523576 = -4394797.894175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30247.800000 sec): 3 clusters
  Score: Raw -4370861.412204 + Penalty 3453.047153 = -4367408.365051
  nChanged 19130
		SP:Iteration 1F (30248.280000 sec): 3 clusters
  Score: Raw -4381399.827022 + Penalty 3453.047153 = -4377946.779870
  nChanged 1807
		SP:Iteration 2Q (30248.690000 sec): 3 clusters
  Score: Raw -4382011.529231 + Penalty 3453.047153 = -4378558.482078
  nChanged 1897
		SP:Iteration 3Q (30249.140000 sec): 3 clusters
  Score: Raw -4382777.834335 + Penalty 3453.047153 = -4379324.787182
  nChanged 2159
		SP:Iteration 4F (30249.500000 sec): 3 clusters
  Score: Raw -4383843.927680 + Penalty 3453.047153 = -4380390.880527
  nChanged 2470
		SP:Iteration 5F (30249.940000 sec): 3 clusters
  Score: Raw -4385254.366925 + Penalty 3453.047153 = -4381801.319772
  nChanged 2708
		SP:Iteration 6F (30250.310000 sec): 3 clusters
  Score: Raw -4386886.951384 + Penalty 3453.047153 = -4383433.904231
  nChanged 2637
		SP:Iteration 7F (30250.700000 sec): 3 clusters
  Score: Raw -4388616.384323 + Penalty 3453.047153 = -4385163.337170
  nChanged 2533
		SP:Iteration 8F (30251.090000 sec): 3 clusters
  Score: Raw -4390455.176820 + Penalty 3453.047153 = -4387002.129667
  nChanged 2376
		SP:Iteration 9F (30251.470000 sec): 3 clusters
  Score: Raw -4392375.357764 + Penalty 3453.047153 = -4388922.310611
  nChanged 1976
		SP:Iteration 10Q (30251.820000 sec): 3 clusters
  Score: Raw -4394117.385563 + Penalty 3453.047153 = -4390664.338410
  nChanged 1417
		SP:Iteration 11Q (30252.190000 sec): 3 clusters
  Score: Raw -4395419.387343 + Penalty 3453.047153 = -4391966.340191
  nChanged 725
		SP:Iteration 12Q (30252.570000 sec): 3 clusters
  Score: Raw -4396135.847302 + Penalty 3453.047153 = -4392682.800150
  nChanged 344
		SP:Iteration 13Q (30252.950000 sec): 3 clusters
  Score: Raw -4396591.381120 + Penalty 3453.047153 = -4393138.333967
  nChanged 196
		SP:Iteration 14Q (30253.270000 sec): 3 clusters
  Score: Raw -4396921.131078 + Penalty 3453.047153 = -4393468.083926
  nChanged 162
		SP:Iteration 15Q (30253.640000 sec): 3 clusters
  Score: Raw -4397109.459739 + Penalty 3453.047153 = -4393656.412586
  nChanged 115
		SP:Iteration 16Q (30253.970000 sec): 3 clusters
  Score: Raw -4397191.398647 + Penalty 3453.047153 = -4393738.351494
  nChanged 88
		SP:Iteration 17Q (30254.410000 sec): 3 clusters
  Score: Raw -4397247.572966 + Penalty 3453.047153 = -4393794.525813
  nChanged 69
		SP:Iteration 18Q (30254.710000 sec): 3 clusters
  Score: Raw -4397286.399679 + Penalty 3453.047153 = -4393833.352526
  nChanged 62
		SP:Iteration 19Q (30255.040000 sec): 3 clusters
  Score: Raw -4397313.441600 + Penalty 3453.047153 = -4393860.394447
  nChanged 40
		SP:Iteration 20F (30255.430000 sec): 3 clusters
  Score: Raw -4397333.819528 + Penalty 3453.047153 = -4393880.772375
  nChanged 43
		SP:Iteration 21Q (30255.770000 sec): 3 clusters
  Score: Raw -4397349.674602 + Penalty 3453.047153 = -4393896.627449
  nChanged 42
		SP:Iteration 22Q (30256.160000 sec): 3 clusters
  Score: Raw -4397363.638709 + Penalty 3453.047153 = -4393910.591556
  nChanged 38
		SP:Iteration 23Q (30256.490000 sec): 3 clusters
  Score: Raw -4397375.740863 + Penalty 3453.047153 = -4393922.693710
  nChanged 28
		SP:Iteration 24Q (30256.830000 sec): 3 clusters
  Score: Raw -4397385.234763 + Penalty 3453.047153 = -4393932.187611
  nChanged 26
		SP:Iteration 25Q (30257.210000 sec): 3 clusters
  Score: Raw -4397393.296524 + Penalty 3453.047153 = -4393940.249371
  nChanged 24
		SP:Iteration 26Q (30257.640000 sec): 3 clusters
  Score: Raw -4397402.711789 + Penalty 3453.047153 = -4393949.664637
  nChanged 33
		SP:Iteration 27Q (30258.070000 sec): 3 clusters
  Score: Raw -4397413.116195 + Penalty 3453.047153 = -4393960.069042
  nChanged 33
		SP:Iteration 28Q (30258.390000 sec): 3 clusters
  Score: Raw -4397422.827552 + Penalty 3453.047153 = -4393969.780399
  nChanged 21
		SP:Iteration 29Q (30258.790000 sec): 3 clusters
  Score: Raw -4397430.841649 + Penalty 3453.047153 = -4393977.794497
  nChanged 27
		SP:Iteration 30Q (30259.160000 sec): 3 clusters
  Score: Raw -4397439.909567 + Penalty 3453.047153 = -4393986.862414
  nChanged 31
		SP:Iteration 31Q (30259.520000 sec): 3 clusters
  Score: Raw -4397449.868987 + Penalty 3453.047153 = -4393996.821834
  nChanged 36
		SP:Iteration 32Q (30259.860000 sec): 3 clusters
  Score: Raw -4397460.238070 + Penalty 3453.047153 = -4394007.190917
  nChanged 31
		SP:Iteration 33Q (30260.210000 sec): 3 clusters
  Score: Raw -4397470.492646 + Penalty 3453.047153 = -4394017.445494
  nChanged 33
		SP:Iteration 34Q (30260.550000 sec): 3 clusters
  Score: Raw -4397481.034268 + Penalty 3453.047153 = -4394027.987115
  nChanged 33
		SP:Iteration 35Q (30260.910000 sec): 3 clusters
  Score: Raw -4397490.634252 + Penalty 3453.047153 = -4394037.587099
  nChanged 29
		SP:Iteration 36Q (30261.330000 sec): 3 clusters
  Score: Raw -4397498.993551 + Penalty 3453.047153 = -4394045.946398
  nChanged 23
		SP:Iteration 37Q (30261.720000 sec): 3 clusters
  Score: Raw -4397505.566767 + Penalty 3453.047153 = -4394052.519614
  nChanged 27
		SP:Iteration 38Q (30262.050000 sec): 3 clusters
  Score: Raw -4397512.191371 + Penalty 3453.047153 = -4394059.144218
  nChanged 25
		SP:Iteration 39Q (30262.420000 sec): 3 clusters
  Score: Raw -4397517.876204 + Penalty 3453.047153 = -4394064.829051
  nChanged 15
		SP:Iteration 40F (30262.810000 sec): 3 clusters
  Score: Raw -4397520.669601 + Penalty 3453.047153 = -4394067.622448
  nChanged 7
		SP:Iteration 41Q (30263.170000 sec): 3 clusters
  Score: Raw -4397521.696882 + Penalty 3453.047153 = -4394068.649729
  nChanged 10
		SP:Iteration 42Q (30263.490000 sec): 3 clusters
  Score: Raw -4397524.370528 + Penalty 3453.047153 = -4394071.323375
  nChanged 12
		SP:Iteration 43Q (30263.870000 sec): 3 clusters
  Score: Raw -4397527.172488 + Penalty 3453.047153 = -4394074.125335
  nChanged 15
		SP:Iteration 44Q (30264.220000 sec): 3 clusters
  Score: Raw -4397530.279692 + Penalty 3453.047153 = -4394077.232539
  nChanged 13
		SP:Iteration 45Q (30264.610000 sec): 3 clusters
  Score: Raw -4397533.904844 + Penalty 3453.047153 = -4394080.857691
  nChanged 18
		SP:Iteration 46Q (30265.010000 sec): 3 clusters
  Score: Raw -4397538.006909 + Penalty 3453.047153 = -4394084.959756
  nChanged 14
		SP:Iteration 47Q (30265.390000 sec): 3 clusters
  Score: Raw -4397541.465051 + Penalty 3453.047153 = -4394088.417898
  nChanged 11
		SP:Iteration 48Q (30265.730000 sec): 3 clusters
  Score: Raw -4397543.913147 + Penalty 3453.047153 = -4394090.865994
  nChanged 12
		SP:Iteration 49Q (30266.120000 sec): 3 clusters
  Score: Raw -4397547.234508 + Penalty 3453.047153 = -4394094.187355
  nChanged 10
		SP:Iteration 50Q (30266.520000 sec): 3 clusters
  Score: Raw -4397548.890216 + Penalty 3453.047153 = -4394095.843064
  nChanged 14
		SP:Iteration 51Q (30266.910000 sec): 3 clusters
  Score: Raw -4397551.235089 + Penalty 3453.047153 = -4394098.187936
  nChanged 17
		SP:Iteration 52Q (30267.340000 sec): 3 clusters
  Score: Raw -4397553.817825 + Penalty 3453.047153 = -4394100.770672
  nChanged 16
		SP:Iteration 53Q (30267.710000 sec): 3 clusters
  Score: Raw -4397557.288571 + Penalty 3453.047153 = -4394104.241418
  nChanged 16
		SP:Iteration 54Q (30268.050000 sec): 3 clusters
  Score: Raw -4397560.386890 + Penalty 3453.047153 = -4394107.339737
  nChanged 14
		SP:Iteration 55Q (30268.470000 sec): 3 clusters
  Score: Raw -4397562.873364 + Penalty 3453.047153 = -4394109.826211
  nChanged 10
		SP:Iteration 56Q (30268.820000 sec): 3 clusters
  Score: Raw -4397564.666515 + Penalty 3453.047153 = -4394111.619362
  nChanged 10
		SP:Iteration 57Q (30269.230000 sec): 3 clusters
  Score: Raw -4397566.810246 + Penalty 3453.047153 = -4394113.763093
  nChanged 11
		SP:Iteration 58Q (30269.610000 sec): 3 clusters
  Score: Raw -4397568.422217 + Penalty 3453.047153 = -4394115.375064
  nChanged 19
		SP:Iteration 59Q (30269.960000 sec): 3 clusters
  Score: Raw -4397571.824882 + Penalty 3453.047153 = -4394118.777730
  nChanged 22
		SP:Iteration 60F (30270.310000 sec): 3 clusters
  Score: Raw -4397575.998499 + Penalty 3453.047153 = -4394122.951346
  nChanged 21
		SP:Iteration 61Q (30270.710000 sec): 3 clusters
  Score: Raw -4397579.798814 + Penalty 3453.047153 = -4394126.751661
  nChanged 23
		SP:Iteration 62Q (30271.100000 sec): 3 clusters
  Score: Raw -4397584.503424 + Penalty 3453.047153 = -4394131.456271
  nChanged 16
		SP:Iteration 63Q (30271.430000 sec): 3 clusters
  Score: Raw -4397587.269491 + Penalty 3453.047153 = -4394134.222339
  nChanged 15
		SP:Iteration 64Q (30271.780000 sec): 3 clusters
  Score: Raw -4397590.245317 + Penalty 3453.047153 = -4394137.198164
  nChanged 17
		SP:Iteration 65Q (30272.160000 sec): 3 clusters
  Score: Raw -4397593.716821 + Penalty 3453.047153 = -4394140.669668
  nChanged 18
		SP:Iteration 66Q (30272.450000 sec): 3 clusters
  Score: Raw -4397596.689297 + Penalty 3453.047153 = -4394143.642144
  nChanged 19
		SP:Iteration 67Q (30272.820000 sec): 3 clusters
  Score: Raw -4397599.466247 + Penalty 3453.047153 = -4394146.419094
  nChanged 11
		SP:Iteration 68Q (30273.170000 sec): 3 clusters
  Score: Raw -4397600.856417 + Penalty 3453.047153 = -4394147.809265
  nChanged 9
		SP:Iteration 69Q (30273.540000 sec): 3 clusters
  Score: Raw -4397601.791060 + Penalty 3453.047153 = -4394148.743907
  nChanged 6
		SP:Iteration 70Q (30273.880000 sec): 3 clusters
  Score: Raw -4397602.839915 + Penalty 3453.047153 = -4394149.792762
  nChanged 10
		SP:Iteration 71Q (30274.270000 sec): 3 clusters
  Score: Raw -4397604.513501 + Penalty 3453.047153 = -4394151.466348
  nChanged 8
		SP:Iteration 72Q (30274.630000 sec): 3 clusters
  Score: Raw -4397605.292742 + Penalty 3453.047153 = -4394152.245590
  nChanged 5
		SP:Iteration 73Q (30274.980000 sec): 3 clusters
  Score: Raw -4397605.771718 + Penalty 3453.047153 = -4394152.724565
  nChanged 6
		SP:Iteration 74Q (30275.360000 sec): 3 clusters
  Score: Raw -4397606.548859 + Penalty 3453.047153 = -4394153.501706
  nChanged 6
		SP:Iteration 75Q (30275.780000 sec): 3 clusters
  Score: Raw -4397607.314333 + Penalty 3453.047153 = -4394154.267180
  nChanged 4
		SP:Iteration 76Q (30276.110000 sec): 3 clusters
  Score: Raw -4397607.891595 + Penalty 3453.047153 = -4394154.844442
  nChanged 6
		SP:Iteration 77Q (30276.490000 sec): 3 clusters
  Score: Raw -4397609.167236 + Penalty 3453.047153 = -4394156.120083
  nChanged 6
		SP:Iteration 78Q (30276.800000 sec): 3 clusters
  Score: Raw -4397609.931148 + Penalty 3453.047153 = -4394156.883996
  nChanged 3
		SP:Iteration 79Q (30277.180000 sec): 3 clusters
  Score: Raw -4397610.220564 + Penalty 3453.047153 = -4394157.173411
  nChanged 4
		SP:Iteration 80F (30277.540000 sec): 3 clusters
  Score: Raw -4397610.914091 + Penalty 3453.047153 = -4394157.866938
  nChanged 7
		SP:Iteration 81Q (30277.900000 sec): 3 clusters
  Score: Raw -4397611.610391 + Penalty 3453.047153 = -4394158.563238
  nChanged 6
		SP:Iteration 82Q (30278.240000 sec): 3 clusters
  Score: Raw -4397612.494745 + Penalty 3453.047153 = -4394159.447592
  nChanged 7
		SP:Iteration 83Q (30278.580000 sec): 3 clusters
  Score: Raw -4397613.793552 + Penalty 3453.047153 = -4394160.746399
  nChanged 10
		SP:Iteration 84Q (30278.930000 sec): 3 clusters
  Score: Raw -4397615.177694 + Penalty 3453.047153 = -4394162.130541
  nChanged 8
		SP:Iteration 85Q (30279.230000 sec): 3 clusters
  Score: Raw -4397616.470123 + Penalty 3453.047153 = -4394163.422970
  nChanged 12
		SP:Iteration 86Q (30279.600000 sec): 3 clusters
  Score: Raw -4397618.738455 + Penalty 3453.047153 = -4394165.691303
  nChanged 7
		SP:Iteration 87Q (30279.900000 sec): 3 clusters
  Score: Raw -4397620.013726 + Penalty 3453.047153 = -4394166.966574
  nChanged 8
		SP:Iteration 88Q (30280.210000 sec): 3 clusters
  Score: Raw -4397621.253647 + Penalty 3453.047153 = -4394168.206494
  nChanged 11
		SP:Iteration 89Q (30280.520000 sec): 3 clusters
  Score: Raw -4397622.690427 + Penalty 3453.047153 = -4394169.643274
  nChanged 9
		SP:Iteration 90Q (30280.830000 sec): 3 clusters
  Score: Raw -4397624.113175 + Penalty 3453.047153 = -4394171.066023
  nChanged 10
		SP:Iteration 91Q (30281.190000 sec): 3 clusters
  Score: Raw -4397626.084178 + Penalty 3453.047153 = -4394173.037025
  nChanged 12
		SP:Iteration 92Q (30281.610000 sec): 3 clusters
  Score: Raw -4397627.809226 + Penalty 3453.047153 = -4394174.762073
  nChanged 16
		SP:Iteration 93Q (30281.960000 sec): 3 clusters
  Score: Raw -4397630.537375 + Penalty 3453.047153 = -4394177.490222
  nChanged 17
		SP:Iteration 94Q (30282.310000 sec): 3 clusters
  Score: Raw -4397633.644037 + Penalty 3453.047153 = -4394180.596884
  nChanged 19
		SP:Iteration 95Q (30282.610000 sec): 3 clusters
  Score: Raw -4397636.386229 + Penalty 3453.047153 = -4394183.339076
  nChanged 15
		SP:Iteration 96Q (30283.000000 sec): 3 clusters
  Score: Raw -4397638.710326 + Penalty 3453.047153 = -4394185.663173
  nChanged 19
		SP:Iteration 97Q (30283.350000 sec): 3 clusters
  Score: Raw -4397643.622226 + Penalty 3453.047153 = -4394190.575073
  nChanged 21
		SP:Iteration 98Q (30283.770000 sec): 3 clusters
  Score: Raw -4397647.212599 + Penalty 3453.047153 = -4394194.165446
  nChanged 29
		SP:Iteration 99Q (30284.120000 sec): 3 clusters
  Score: Raw -4397652.710690 + Penalty 3453.047153 = -4394199.663537
  nChanged 27
		SP:Iteration 100F (30284.570000 sec): 3 clusters
  Score: Raw -4397657.293458 + Penalty 3453.047153 = -4394204.246305
  nChanged 24
		SP:Iteration 101Q (30284.910000 sec): 3 clusters
  Score: Raw -4397661.546970 + Penalty 3453.047153 = -4394208.499817
  nChanged 32
		SP:Iteration 102Q (30285.270000 sec): 3 clusters
  Score: Raw -4397667.913792 + Penalty 3453.047153 = -4394214.866639
  nChanged 34
		SP:Iteration 103Q (30285.630000 sec): 3 clusters
  Score: Raw -4397674.966537 + Penalty 3453.047153 = -4394221.919384
  nChanged 40
		SP:Iteration 104Q (30286.030000 sec): 3 clusters
  Score: Raw -4397681.045519 + Penalty 3453.047153 = -4394227.998366
  nChanged 22
		SP:Iteration 105Q (30286.380000 sec): 3 clusters
  Score: Raw -4397684.661573 + Penalty 3453.047153 = -4394231.614420
  nChanged 23
		SP:Iteration 106Q (30286.750000 sec): 3 clusters
  Score: Raw -4397688.776299 + Penalty 3453.047153 = -4394235.729146
  nChanged 31
		SP:Iteration 107Q (30287.110000 sec): 3 clusters
  Score: Raw -4397694.190637 + Penalty 3453.047153 = -4394241.143484
  nChanged 30
		SP:Iteration 108Q (30287.510000 sec): 3 clusters
  Score: Raw -4397698.300566 + Penalty 3453.047153 = -4394245.253413
  nChanged 21
		SP:Iteration 109Q (30287.840000 sec): 3 clusters
  Score: Raw -4397701.163146 + Penalty 3453.047153 = -4394248.115993
  nChanged 27
		SP:Iteration 110Q (30288.230000 sec): 3 clusters
  Score: Raw -4397705.181002 + Penalty 3453.047153 = -4394252.133849
  nChanged 22
		SP:Iteration 111Q (30288.620000 sec): 3 clusters
  Score: Raw -4397708.480117 + Penalty 3453.047153 = -4394255.432964
  nChanged 20
		SP:Iteration 112Q (30289.050000 sec): 3 clusters
  Score: Raw -4397711.140844 + Penalty 3453.047153 = -4394258.093691
  nChanged 18
		SP:Iteration 113Q (30289.490000 sec): 3 clusters
  Score: Raw -4397713.416184 + Penalty 3453.047153 = -4394260.369031
  nChanged 19
		SP:Iteration 114Q (30289.940000 sec): 3 clusters
  Score: Raw -4397716.035534 + Penalty 3453.047153 = -4394262.988382
  nChanged 16
		SP:Iteration 115Q (30290.330000 sec): 3 clusters
  Score: Raw -4397718.737168 + Penalty 3453.047153 = -4394265.690016
  nChanged 21
		SP:Iteration 116Q (30290.720000 sec): 3 clusters
  Score: Raw -4397721.484500 + Penalty 3453.047153 = -4394268.437347
  nChanged 15
		SP:Iteration 117Q (30291.090000 sec): 3 clusters
  Score: Raw -4397723.321521 + Penalty 3453.047153 = -4394270.274368
  nChanged 17
		SP:Iteration 118Q (30291.460000 sec): 3 clusters
  Score: Raw -4397725.907926 + Penalty 3453.047153 = -4394272.860773
  nChanged 21
		SP:Iteration 119Q (30291.880000 sec): 3 clusters
  Score: Raw -4397729.024330 + Penalty 3453.047153 = -4394275.977177
  nChanged 19
		SP:Iteration 120F (30292.270000 sec): 3 clusters
  Score: Raw -4397731.603372 + Penalty 3453.047153 = -4394278.556220
  nChanged 21
		SP:Iteration 121Q (30292.690000 sec): 3 clusters
  Score: Raw -4397735.229626 + Penalty 3453.047153 = -4394282.182473
  nChanged 27
		SP:Iteration 122Q (30293.040000 sec): 3 clusters
  Score: Raw -4397739.135109 + Penalty 3453.047153 = -4394286.087956
  nChanged 32
		SP:Iteration 123Q (30293.420000 sec): 3 clusters
  Score: Raw -4397743.240582 + Penalty 3453.047153 = -4394290.193429
  nChanged 34
		SP:Iteration 124Q (30293.840000 sec): 3 clusters
  Score: Raw -4397748.813970 + Penalty 3453.047153 = -4394295.766817
  nChanged 29
		SP:Iteration 125Q (30294.150000 sec): 3 clusters
  Score: Raw -4397752.412591 + Penalty 3453.047153 = -4394299.365438
  nChanged 18
		SP:Iteration 126Q (30294.470000 sec): 3 clusters
  Score: Raw -4397755.235000 + Penalty 3453.047153 = -4394302.187847
  nChanged 23
		SP:Iteration 127Q (30294.870000 sec): 3 clusters
  Score: Raw -4397759.064545 + Penalty 3453.047153 = -4394306.017392
  nChanged 25
		SP:Iteration 128Q (30295.200000 sec): 3 clusters
  Score: Raw -4397762.527365 + Penalty 3453.047153 = -4394309.480212
  nChanged 20
		SP:Iteration 129Q (30295.560000 sec): 3 clusters
  Score: Raw -4397764.883739 + Penalty 3453.047153 = -4394311.836586
  nChanged 13
		SP:Iteration 130Q (30295.960000 sec): 3 clusters
  Score: Raw -4397766.545740 + Penalty 3453.047153 = -4394313.498588
  nChanged 16
		SP:Iteration 131Q (30296.290000 sec): 3 clusters
  Score: Raw -4397768.916141 + Penalty 3453.047153 = -4394315.868988
  nChanged 12
		SP:Iteration 132Q (30296.670000 sec): 3 clusters
  Score: Raw -4397770.532747 + Penalty 3453.047153 = -4394317.485594
  nChanged 18
		SP:Iteration 133Q (30296.980000 sec): 3 clusters
  Score: Raw -4397772.524288 + Penalty 3453.047153 = -4394319.477135
  nChanged 17
		SP:Iteration 134Q (30297.360000 sec): 3 clusters
  Score: Raw -4397774.152722 + Penalty 3453.047153 = -4394321.105570
  nChanged 21
		SP:Iteration 135Q (30297.730000 sec): 3 clusters
  Score: Raw -4397776.786112 + Penalty 3453.047153 = -4394323.738960
  nChanged 28
		SP:Iteration 136Q (30298.060000 sec): 3 clusters
  Score: Raw -4397780.562906 + Penalty 3453.047153 = -4394327.515753
  nChanged 27
		SP:Iteration 137Q (30298.430000 sec): 3 clusters
  Score: Raw -4397783.827631 + Penalty 3453.047153 = -4394330.780478
  nChanged 27
		SP:Iteration 138Q (30298.740000 sec): 3 clusters
  Score: Raw -4397786.547458 + Penalty 3453.047153 = -4394333.500305
  nChanged 23
		SP:Iteration 139Q (30299.100000 sec): 3 clusters
  Score: Raw -4397789.345901 + Penalty 3453.047153 = -4394336.298748
  nChanged 17
		SP:Iteration 140F (30299.480000 sec): 3 clusters
  Score: Raw -4397791.710684 + Penalty 3453.047153 = -4394338.663532
  nChanged 20
		SP:Iteration 141Q (30299.790000 sec): 3 clusters
  Score: Raw -4397794.703567 + Penalty 3453.047153 = -4394341.656414
  nChanged 29
		SP:Iteration 142Q (30300.110000 sec): 3 clusters
  Score: Raw -4397798.753869 + Penalty 3453.047153 = -4394345.706716
  nChanged 40
		SP:Iteration 143Q (30300.420000 sec): 3 clusters
  Score: Raw -4397804.679229 + Penalty 3453.047153 = -4394351.632076
  nChanged 40
		SP:Iteration 144Q (30300.720000 sec): 3 clusters
  Score: Raw -4397810.003509 + Penalty 3453.047153 = -4394356.956357
  nChanged 41
		SP:Iteration 145Q (30301.100000 sec): 3 clusters
  Score: Raw -4397815.376529 + Penalty 3453.047153 = -4394362.329376
  nChanged 33
		SP:Iteration 146Q (30301.470000 sec): 3 clusters
  Score: Raw -4397819.892434 + Penalty 3453.047153 = -4394366.845282
  nChanged 40
		SP:Iteration 147Q (30301.800000 sec): 3 clusters
  Score: Raw -4397824.177121 + Penalty 3453.047153 = -4394371.129968
  nChanged 24
		SP:Iteration 148Q (30302.110000 sec): 3 clusters
  Score: Raw -4397826.964804 + Penalty 3453.047153 = -4394373.917651
  nChanged 31
		SP:Iteration 149Q (30302.460000 sec): 3 clusters
  Score: Raw -4397831.346110 + Penalty 3453.047153 = -4394378.298957
  nChanged 33
		SP:Iteration 150Q (30302.830000 sec): 3 clusters
  Score: Raw -4397836.345224 + Penalty 3453.047153 = -4394383.298071
  nChanged 35
		SP:Iteration 151Q (30303.180000 sec): 3 clusters
  Score: Raw -4397841.157566 + Penalty 3453.047153 = -4394388.110413
  nChanged 33
		SP:Iteration 152Q (30303.530000 sec): 3 clusters
  Score: Raw -4397847.092269 + Penalty 3453.047153 = -4394394.045116
  nChanged 43
		SP:Iteration 153Q (30303.910000 sec): 3 clusters
  Score: Raw -4397853.979264 + Penalty 3453.047153 = -4394400.932111
  nChanged 42
		SP:Iteration 154Q (30304.260000 sec): 3 clusters
  Score: Raw -4397860.599550 + Penalty 3453.047153 = -4394407.552398
  nChanged 35
		SP:Iteration 155Q (30304.620000 sec): 3 clusters
  Score: Raw -4397864.651215 + Penalty 3453.047153 = -4394411.604063
  nChanged 27
		SP:Iteration 156Q (30305.000000 sec): 3 clusters
  Score: Raw -4397867.168145 + Penalty 3453.047153 = -4394414.120992
  nChanged 22
		SP:Iteration 157Q (30305.330000 sec): 3 clusters
  Score: Raw -4397869.807380 + Penalty 3453.047153 = -4394416.760227
  nChanged 20
		SP:Iteration 158Q (30305.670000 sec): 3 clusters
  Score: Raw -4397872.156394 + Penalty 3453.047153 = -4394419.109241
  nChanged 19
		SP:Iteration 159Q (30306.030000 sec): 3 clusters
  Score: Raw -4397874.477795 + Penalty 3453.047153 = -4394421.430642
  nChanged 23
		SP:Iteration 160F (30306.360000 sec): 3 clusters
  Score: Raw -4397876.967988 + Penalty 3453.047153 = -4394423.920835
  nChanged 18
		SP:Iteration 161Q (30306.700000 sec): 3 clusters
  Score: Raw -4397878.949374 + Penalty 3453.047153 = -4394425.902221
  nChanged 21
		SP:Iteration 162Q (30307.080000 sec): 3 clusters
  Score: Raw -4397881.246083 + Penalty 3453.047153 = -4394428.198930
  nChanged 17
		SP:Iteration 163Q (30307.460000 sec): 3 clusters
  Score: Raw -4397883.082481 + Penalty 3453.047153 = -4394430.035328
  nChanged 14
		SP:Iteration 164Q (30307.820000 sec): 3 clusters
  Score: Raw -4397884.428851 + Penalty 3453.047153 = -4394431.381698
  nChanged 15
		SP:Iteration 165Q (30308.180000 sec): 3 clusters
  Score: Raw -4397885.627527 + Penalty 3453.047153 = -4394432.580375
  nChanged 16
		SP:Iteration 166Q (30308.600000 sec): 3 clusters
  Score: Raw -4397886.951711 + Penalty 3453.047153 = -4394433.904558
  nChanged 19
		SP:Iteration 167Q (30308.980000 sec): 3 clusters
  Score: Raw -4397888.866795 + Penalty 3453.047153 = -4394435.819642
  nChanged 20
		SP:Iteration 168Q (30309.350000 sec): 3 clusters
  Score: Raw -4397890.974744 + Penalty 3453.047153 = -4394437.927591
  nChanged 17
		SP:Iteration 169Q (30309.710000 sec): 3 clusters
  Score: Raw -4397892.586364 + Penalty 3453.047153 = -4394439.539211
  nChanged 15
		SP:Iteration 170Q (30310.060000 sec): 3 clusters
  Score: Raw -4397893.903895 + Penalty 3453.047153 = -4394440.856742
  nChanged 12
		SP:Iteration 171Q (30310.390000 sec): 3 clusters
  Score: Raw -4397894.731732 + Penalty 3453.047153 = -4394441.684580
  nChanged 9
		SP:Iteration 172Q (30310.780000 sec): 3 clusters
  Score: Raw -4397895.178713 + Penalty 3453.047153 = -4394442.131560
  nChanged 7
		SP:Iteration 173Q (30311.140000 sec): 3 clusters
  Score: Raw -4397895.654548 + Penalty 3453.047153 = -4394442.607395
  nChanged 4
		SP:Iteration 174Q (30311.470000 sec): 3 clusters
  Score: Raw -4397895.843360 + Penalty 3453.047153 = -4394442.796207
  nChanged 1
		SP:Iteration 175Q (30311.840000 sec): 3 clusters
  Score: Raw -4397895.912459 + Penalty 3453.047153 = -4394442.865306
  nChanged 1
		SP:Iteration 176Q (30312.190000 sec): 3 clusters
  Score: Raw -4397895.973865 + Penalty 3453.047153 = -4394442.926712
  nChanged 2
		SP:Iteration 177Q (30312.530000 sec): 3 clusters
  Score: Raw -4397896.092831 + Penalty 3453.047153 = -4394443.045678
  nChanged 2
		SP:Iteration 178Q (30312.880000 sec): 3 clusters
  Score: Raw -4397896.197193 + Penalty 3453.047153 = -4394443.150040
  nChanged 3
		SP:Iteration 179Q (30313.220000 sec): 3 clusters
  Score: Raw -4397896.317476 + Penalty 3453.047153 = -4394443.270323
  nChanged 1
		SP:Iteration 180F (30313.550000 sec): 3 clusters
  Score: Raw -4397896.383528 + Penalty 3453.047153 = -4394443.336375
  nChanged 2
		SP:Iteration 181Q (30313.880000 sec): 3 clusters
  Score: Raw -4397896.534790 + Penalty 3453.047153 = -4394443.487637
  nChanged 2
		SP:Iteration 182Q (30314.190000 sec): 3 clusters
  Score: Raw -4397896.638256 + Penalty 3453.047153 = -4394443.591103
  nChanged 2
		SP:Iteration 183Q (30314.550000 sec): 3 clusters
  Score: Raw -4397896.700593 + Penalty 3453.047153 = -4394443.653440
  nChanged 0
		SP:Iteration 184F (30314.880000 sec): 3 clusters
  Score: Raw -4397896.700593 + Penalty 3453.047153 = -4394443.653440
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 20 (1845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30314.960000 sec): 2 clusters
  Score: Raw -188159.842894 + Penalty 1222.038115 = -186937.804779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30315.170000 sec): 3 clusters
  Score: Raw -187402.357899 + Penalty 2444.076231 = -184958.281668
  nChanged 604
		SP:Iteration 1F (30315.340000 sec): 3 clusters
  Score: Raw -187849.340328 + Penalty 2444.076231 = -185405.264097
  nChanged 154
		SP:Iteration 2F (30315.520000 sec): 3 clusters
  Score: Raw -187966.176128 + Penalty 2444.076231 = -185522.099897
  nChanged 82
		SP:Iteration 3Q (30315.690000 sec): 3 clusters
  Score: Raw -188032.435024 + Penalty 2444.076231 = -185588.358793
  nChanged 67
		SP:Iteration 4Q (30315.900000 sec): 3 clusters
  Score: Raw -188082.368198 + Penalty 2444.076231 = -185638.291967
  nChanged 57
		SP:Iteration 5Q (30316.050000 sec): 3 clusters
  Score: Raw -188124.915738 + Penalty 2444.076231 = -185680.839507
  nChanged 37
		SP:Iteration 6Q (30316.190000 sec): 3 clusters
  Score: Raw -188149.522151 + Penalty 2444.076231 = -185705.445921
  nChanged 22
		SP:Iteration 7Q (30316.380000 sec): 3 clusters
  Score: Raw -188165.500099 + Penalty 2444.076231 = -185721.423868
  nChanged 28
		SP:Iteration 8Q (30316.580000 sec): 3 clusters
  Score: Raw -188182.051084 + Penalty 2444.076231 = -185737.974853
  nChanged 21
		SP:Iteration 9Q (30316.760000 sec): 3 clusters
  Score: Raw -188193.700659 + Penalty 2444.076231 = -185749.624428
  nChanged 19
		SP:Iteration 10Q (30316.930000 sec): 3 clusters
  Score: Raw -188203.370985 + Penalty 2444.076231 = -185759.294754
  nChanged 8
		SP:Iteration 11Q (30317.100000 sec): 3 clusters
  Score: Raw -188206.563069 + Penalty 2444.076231 = -185762.486838
  nChanged 8
		SP:Iteration 12Q (30317.290000 sec): 3 clusters
  Score: Raw -188211.196984 + Penalty 2444.076231 = -185767.120753
  nChanged 13
		SP:Iteration 13Q (30317.480000 sec): 3 clusters
  Score: Raw -188217.556946 + Penalty 2444.076231 = -185773.480715
  nChanged 11
		SP:Iteration 14Q (30317.670000 sec): 3 clusters
  Score: Raw -188224.113981 + Penalty 2444.076231 = -185780.037750
  nChanged 14
		SP:Iteration 15Q (30317.840000 sec): 3 clusters
  Score: Raw -188232.356396 + Penalty 2444.076231 = -185788.280165
  nChanged 13
		SP:Iteration 16Q (30318.040000 sec): 3 clusters
  Score: Raw -188239.661437 + Penalty 2444.076231 = -185795.585207
  nChanged 10
		SP:Iteration 17Q (30318.180000 sec): 3 clusters
  Score: Raw -188244.354443 + Penalty 2444.076231 = -185800.278213
  nChanged 8
		SP:Iteration 18Q (30318.380000 sec): 3 clusters
  Score: Raw -188248.554625 + Penalty 2444.076231 = -185804.478395
  nChanged 14
		SP:Iteration 19Q (30318.560000 sec): 3 clusters
  Score: Raw -188254.756826 + Penalty 2444.076231 = -185810.680595
  nChanged 15
		SP:Iteration 20F (30318.780000 sec): 3 clusters
  Score: Raw -188264.169126 + Penalty 2444.076231 = -185820.092895
  nChanged 14
		SP:Iteration 21Q (30318.940000 sec): 3 clusters
  Score: Raw -188273.276580 + Penalty 2444.076231 = -185829.200349
  nChanged 14
		SP:Iteration 22Q (30319.140000 sec): 3 clusters
  Score: Raw -188283.369365 + Penalty 2444.076231 = -185839.293135
  nChanged 16
		SP:Iteration 23Q (30319.280000 sec): 3 clusters
  Score: Raw -188292.735989 + Penalty 2444.076231 = -185848.659758
  nChanged 14
		SP:Iteration 24Q (30319.490000 sec): 3 clusters
  Score: Raw -188305.037857 + Penalty 2444.076231 = -185860.961626
  nChanged 18
		SP:Iteration 25Q (30319.660000 sec): 3 clusters
  Score: Raw -188315.320425 + Penalty 2444.076231 = -185871.244195
  nChanged 14
		SP:Iteration 26Q (30319.830000 sec): 3 clusters
  Score: Raw -188322.920225 + Penalty 2444.076231 = -185878.843995
  nChanged 11
		SP:Iteration 27Q (30320.030000 sec): 3 clusters
  Score: Raw -188329.394868 + Penalty 2444.076231 = -185885.318637
  nChanged 6
		SP:Iteration 28Q (30320.160000 sec): 3 clusters
  Score: Raw -188334.049280 + Penalty 2444.076231 = -185889.973050
  nChanged 7
		SP:Iteration 29Q (30320.330000 sec): 3 clusters
  Score: Raw -188336.592910 + Penalty 2444.076231 = -185892.516679
  nChanged 1
		SP:Iteration 30Q (30320.490000 sec): 3 clusters
  Score: Raw -188337.085148 + Penalty 2444.076231 = -185893.008917
  nChanged 1
		SP:Iteration 31Q (30320.710000 sec): 3 clusters
  Score: Raw -188337.248614 + Penalty 2444.076231 = -185893.172383
  nChanged 1
		SP:Iteration 32Q (30320.880000 sec): 3 clusters
  Score: Raw -188338.246109 + Penalty 2444.076231 = -185894.169878
  nChanged 1
		SP:Iteration 33Q (30321.040000 sec): 3 clusters
  Score: Raw -188338.802686 + Penalty 2444.076231 = -185894.726455
  nChanged 3
		SP:Iteration 34Q (30321.150000 sec): 3 clusters
  Score: Raw -188340.361629 + Penalty 2444.076231 = -185896.285398
  nChanged 3
		SP:Iteration 35Q (30321.340000 sec): 3 clusters
  Score: Raw -188341.987777 + Penalty 2444.076231 = -185897.911546
  nChanged 2
		SP:Iteration 36Q (30321.530000 sec): 3 clusters
  Score: Raw -188343.196542 + Penalty 2444.076231 = -185899.120311
  nChanged 0
		SP:Iteration 37F (30321.670000 sec): 3 clusters
  Score: Raw -188343.196542 + Penalty 2444.076231 = -185899.120311
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 21 (3134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30321.770000 sec): 2 clusters
  Score: Raw -338978.653781 + Penalty 1308.135631 = -337670.518150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30321.960000 sec): 3 clusters
  Score: Raw -337494.959830 + Penalty 2616.271262 = -334878.688568
  nChanged 1151
		SP:Iteration 1F (30322.150000 sec): 3 clusters
  Score: Raw -338178.351824 + Penalty 2616.271262 = -335562.080562
  nChanged 268
		SP:Iteration 2F (30322.360000 sec): 3 clusters
  Score: Raw -338368.661745 + Penalty 2616.271262 = -335752.390482
  nChanged 184
		SP:Iteration 3F (30322.530000 sec): 3 clusters
  Score: Raw -338491.715369 + Penalty 2616.271262 = -335875.444106
  nChanged 133
		SP:Iteration 4Q (30322.740000 sec): 3 clusters
  Score: Raw -338601.988089 + Penalty 2616.271262 = -335985.716827
  nChanged 126
		SP:Iteration 5Q (30322.910000 sec): 3 clusters
  Score: Raw -338712.402967 + Penalty 2616.271262 = -336096.131705
  nChanged 113
		SP:Iteration 6Q (30323.090000 sec): 3 clusters
  Score: Raw -338786.351440 + Penalty 2616.271262 = -336170.080177
  nChanged 93
		SP:Iteration 7Q (30323.300000 sec): 3 clusters
  Score: Raw -338837.673193 + Penalty 2616.271262 = -336221.401930
  nChanged 77
		SP:Iteration 8Q (30323.470000 sec): 3 clusters
  Score: Raw -338878.587773 + Penalty 2616.271262 = -336262.316511
  nChanged 61
		SP:Iteration 9Q (30323.650000 sec): 3 clusters
  Score: Raw -338910.420304 + Penalty 2616.271262 = -336294.149042
  nChanged 51
		SP:Iteration 10Q (30323.850000 sec): 3 clusters
  Score: Raw -338938.543933 + Penalty 2616.271262 = -336322.272671
  nChanged 63
		SP:Iteration 11Q (30323.980000 sec): 3 clusters
  Score: Raw -338975.140201 + Penalty 2616.271262 = -336358.868939
  nChanged 53
		SP:Iteration 12Q (30324.140000 sec): 3 clusters
  Score: Raw -338998.577358 + Penalty 2616.271262 = -336382.306095
  nChanged 37
		SP:Iteration 13Q (30324.310000 sec): 3 clusters
  Score: Raw -339012.195453 + Penalty 2616.271262 = -336395.924190
  nChanged 33
		SP:Iteration 14Q (30324.490000 sec): 3 clusters
  Score: Raw -339027.868614 + Penalty 2616.271262 = -336411.597352
  nChanged 27
		SP:Iteration 15Q (30324.690000 sec): 3 clusters
  Score: Raw -339039.667695 + Penalty 2616.271262 = -336423.396433
  nChanged 25
		SP:Iteration 16Q (30324.860000 sec): 3 clusters
  Score: Raw -339051.333430 + Penalty 2616.271262 = -336435.062167
  nChanged 34
		SP:Iteration 17Q (30325.000000 sec): 3 clusters
  Score: Raw -339065.551057 + Penalty 2616.271262 = -336449.279794
  nChanged 29
		SP:Iteration 18Q (30325.160000 sec): 3 clusters
  Score: Raw -339075.943727 + Penalty 2616.271262 = -336459.672464
  nChanged 25
		SP:Iteration 19Q (30325.330000 sec): 3 clusters
  Score: Raw -339087.184848 + Penalty 2616.271262 = -336470.913586
  nChanged 19
		SP:Iteration 20F (30325.450000 sec): 3 clusters
  Score: Raw -339094.220682 + Penalty 2616.271262 = -336477.949420
  nChanged 19
		SP:Iteration 21Q (30325.560000 sec): 3 clusters
  Score: Raw -339099.223167 + Penalty 2616.271262 = -336482.951905
  nChanged 14
		SP:Iteration 22Q (30325.690000 sec): 3 clusters
  Score: Raw -339104.020559 + Penalty 2616.271262 = -336487.749297
  nChanged 5
		SP:Iteration 23Q (30325.860000 sec): 3 clusters
  Score: Raw -339105.183496 + Penalty 2616.271262 = -336488.912234
  nChanged 2
		SP:Iteration 24Q (30326.030000 sec): 3 clusters
  Score: Raw -339105.580435 + Penalty 2616.271262 = -336489.309173
  nChanged 2
		SP:Iteration 25Q (30326.170000 sec): 3 clusters
  Score: Raw -339105.915484 + Penalty 2616.271262 = -336489.644221
  nChanged 1
		SP:Iteration 26Q (30326.340000 sec): 3 clusters
  Score: Raw -339106.309558 + Penalty 2616.271262 = -336490.038295
  nChanged 2
		SP:Iteration 27Q (30326.510000 sec): 3 clusters
  Score: Raw -339106.891438 + Penalty 2616.271262 = -336490.620175
  nChanged 0
		SP:Iteration 28F (30326.650000 sec): 3 clusters
  Score: Raw -339106.891438 + Penalty 2616.271262 = -336490.620175
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 22 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30326.780000 sec): 2 clusters
  Score: Raw -33727.542537 + Penalty 955.132065 = -32772.410472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30326.940000 sec): 3 clusters
  Score: Raw -33715.064409 + Penalty 1910.264129 = -31804.800280
  nChanged 69
		SP:Iteration 1F (30327.120000 sec): 3 clusters
  Score: Raw -33879.821768 + Penalty 1910.264129 = -31969.557639
  nChanged 31
		SP:Iteration 2F (30327.290000 sec): 3 clusters
  Score: Raw -33965.309527 + Penalty 1910.264129 = -32055.045398
  nChanged 13
		SP:Iteration 3Q (30327.470000 sec): 3 clusters
  Score: Raw -34001.635222 + Penalty 1910.264129 = -32091.371093
  nChanged 7
		SP:Iteration 4Q (30327.640000 sec): 3 clusters
  Score: Raw -34023.271207 + Penalty 1910.264129 = -32113.007077
  nChanged 5
		SP:Iteration 5Q (30327.830000 sec): 3 clusters
  Score: Raw -34032.405091 + Penalty 1910.264129 = -32122.140962
  nChanged 2
		SP:Iteration 6Q (30328.020000 sec): 3 clusters
  Score: Raw -34037.539269 + Penalty 1910.264129 = -32127.275140
  nChanged 0
		SP:Iteration 7F (30328.180000 sec): 3 clusters
  Score: Raw -34037.539269 + Penalty 1910.264129 = -32127.275140
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 23 (5233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30328.320000 sec): 2 clusters
  Score: Raw -494951.086645 + Penalty 1391.445251 = -493559.641394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30328.510000 sec): 3 clusters
  Score: Raw -492307.499006 + Penalty 2782.890502 = -489524.608504
  nChanged 2131
		SP:Iteration 1F (30328.760000 sec): 3 clusters
  Score: Raw -493685.800216 + Penalty 2782.890502 = -490902.909714
  nChanged 485
		SP:Iteration 2F (30328.910000 sec): 3 clusters
  Score: Raw -494066.860197 + Penalty 2782.890502 = -491283.969695
  nChanged 399
		SP:Iteration 3F (30329.150000 sec): 3 clusters
  Score: Raw -494427.251017 + Penalty 2782.890502 = -491644.360515
  nChanged 348
		SP:Iteration 4F (30329.360000 sec): 3 clusters
  Score: Raw -494814.784648 + Penalty 2782.890502 = -492031.894146
  nChanged 375
		SP:Iteration 5F (30329.530000 sec): 3 clusters
  Score: Raw -495209.022554 + Penalty 2782.890502 = -492426.132052
  nChanged 300
		SP:Iteration 6F (30329.750000 sec): 3 clusters
  Score: Raw -495458.857568 + Penalty 2782.890502 = -492675.967066
  nChanged 249
		SP:Iteration 7Q (30330.010000 sec): 3 clusters
  Score: Raw -495634.328676 + Penalty 2782.890502 = -492851.438174
  nChanged 163
		SP:Iteration 8Q (30330.220000 sec): 3 clusters
  Score: Raw -495769.852411 + Penalty 2782.890502 = -492986.961909
  nChanged 129
		SP:Iteration 9Q (30330.400000 sec): 3 clusters
  Score: Raw -495867.377313 + Penalty 2782.890502 = -493084.486811
  nChanged 104
		SP:Iteration 10Q (30330.600000 sec): 3 clusters
  Score: Raw -495928.271228 + Penalty 2782.890502 = -493145.380726
  nChanged 69
		SP:Iteration 11Q (30330.830000 sec): 3 clusters
  Score: Raw -495972.144866 + Penalty 2782.890502 = -493189.254364
  nChanged 62
		SP:Iteration 12Q (30331.030000 sec): 3 clusters
  Score: Raw -496007.720220 + Penalty 2782.890502 = -493224.829718
  nChanged 43
		SP:Iteration 13Q (30331.250000 sec): 3 clusters
  Score: Raw -496030.520551 + Penalty 2782.890502 = -493247.630049
  nChanged 45
		SP:Iteration 14Q (30331.410000 sec): 3 clusters
  Score: Raw -496051.698671 + Penalty 2782.890502 = -493268.808169
  nChanged 34
		SP:Iteration 15Q (30331.600000 sec): 3 clusters
  Score: Raw -496067.381871 + Penalty 2782.890502 = -493284.491369
  nChanged 30
		SP:Iteration 16Q (30331.780000 sec): 3 clusters
  Score: Raw -496086.293098 + Penalty 2782.890502 = -493303.402596
  nChanged 28
		SP:Iteration 17Q (30331.940000 sec): 3 clusters
  Score: Raw -496100.113912 + Penalty 2782.890502 = -493317.223409
  nChanged 31
		SP:Iteration 18Q (30332.120000 sec): 3 clusters
  Score: Raw -496110.248836 + Penalty 2782.890502 = -493327.358334
  nChanged 19
		SP:Iteration 19Q (30332.290000 sec): 3 clusters
  Score: Raw -496119.910732 + Penalty 2782.890502 = -493337.020230
  nChanged 24
		SP:Iteration 20F (30332.500000 sec): 3 clusters
  Score: Raw -496129.377237 + Penalty 2782.890502 = -493346.486735
  nChanged 24
		SP:Iteration 21Q (30332.710000 sec): 3 clusters
  Score: Raw -496137.651527 + Penalty 2782.890502 = -493354.761025
  nChanged 13
		SP:Iteration 22Q (30332.870000 sec): 3 clusters
  Score: Raw -496140.143776 + Penalty 2782.890502 = -493357.253274
  nChanged 6
		SP:Iteration 23Q (30333.060000 sec): 3 clusters
  Score: Raw -496141.616662 + Penalty 2782.890502 = -493358.726160
  nChanged 4
		SP:Iteration 24Q (30333.230000 sec): 3 clusters
  Score: Raw -496142.017278 + Penalty 2782.890502 = -493359.126776
  nChanged 2
		SP:Iteration 25Q (30333.420000 sec): 3 clusters
  Score: Raw -496142.208524 + Penalty 2782.890502 = -493359.318022
  nChanged 1
		SP:Iteration 26Q (30333.630000 sec): 3 clusters
  Score: Raw -496142.427667 + Penalty 2782.890502 = -493359.537165
  nChanged 2
		SP:Iteration 27Q (30333.830000 sec): 3 clusters
  Score: Raw -496142.843044 + Penalty 2782.890502 = -493359.952542
  nChanged 1
		SP:Iteration 28Q (30334.050000 sec): 3 clusters
  Score: Raw -496142.940630 + Penalty 2782.890502 = -493360.050128
  nChanged 0
		SP:Iteration 29F (30334.240000 sec): 3 clusters
  Score: Raw -496142.940630 + Penalty 2782.890502 = -493360.050128
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 24 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30334.360000 sec): 2 clusters
  Score: Raw -315096.953541 + Penalty 1299.182547 = -313797.770994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30334.530000 sec): 3 clusters
  Score: Raw -313702.994225 + Penalty 2598.365095 = -311104.629130
  nChanged 1116
		SP:Iteration 1F (30334.700000 sec): 3 clusters
  Score: Raw -314336.813663 + Penalty 2598.365095 = -311738.448568
  nChanged 222
		SP:Iteration 2F (30334.910000 sec): 3 clusters
  Score: Raw -314465.728472 + Penalty 2598.365095 = -311867.363377
  nChanged 143
		SP:Iteration 3Q (30335.080000 sec): 3 clusters
  Score: Raw -314554.875660 + Penalty 2598.365095 = -311956.510565
  nChanged 123
		SP:Iteration 4Q (30335.270000 sec): 3 clusters
  Score: Raw -314650.159132 + Penalty 2598.365095 = -312051.794037
  nChanged 138
		SP:Iteration 5Q (30335.450000 sec): 3 clusters
  Score: Raw -314766.796788 + Penalty 2598.365095 = -312168.431693
  nChanged 152
		SP:Iteration 6F (30335.590000 sec): 3 clusters
  Score: Raw -314882.890764 + Penalty 2598.365095 = -312284.525669
  nChanged 129
		SP:Iteration 7Q (30335.750000 sec): 3 clusters
  Score: Raw -314972.733747 + Penalty 2598.365095 = -312374.368652
  nChanged 97
		SP:Iteration 8Q (30335.890000 sec): 3 clusters
  Score: Raw -315033.185192 + Penalty 2598.365095 = -312434.820097
  nChanged 68
		SP:Iteration 9Q (30336.070000 sec): 3 clusters
  Score: Raw -315083.702034 + Penalty 2598.365095 = -312485.336939
  nChanged 70
		SP:Iteration 10Q (30336.200000 sec): 3 clusters
  Score: Raw -315119.885518 + Penalty 2598.365095 = -312521.520423
  nChanged 48
		SP:Iteration 11Q (30336.400000 sec): 3 clusters
  Score: Raw -315143.835246 + Penalty 2598.365095 = -312545.470151
  nChanged 47
		SP:Iteration 12Q (30336.580000 sec): 3 clusters
  Score: Raw -315175.947162 + Penalty 2598.365095 = -312577.582067
  nChanged 55
		SP:Iteration 13Q (30336.770000 sec): 3 clusters
  Score: Raw -315206.256282 + Penalty 2598.365095 = -312607.891187
  nChanged 44
		SP:Iteration 14Q (30337.010000 sec): 3 clusters
  Score: Raw -315230.794862 + Penalty 2598.365095 = -312632.429767
  nChanged 46
		SP:Iteration 15Q (30337.160000 sec): 3 clusters
  Score: Raw -315257.929740 + Penalty 2598.365095 = -312659.564645
  nChanged 38
		SP:Iteration 16Q (30337.340000 sec): 3 clusters
  Score: Raw -315276.334921 + Penalty 2598.365095 = -312677.969827
  nChanged 29
		SP:Iteration 17Q (30337.490000 sec): 3 clusters
  Score: Raw -315289.947761 + Penalty 2598.365095 = -312691.582666
  nChanged 22
		SP:Iteration 18Q (30337.750000 sec): 3 clusters
  Score: Raw -315303.420821 + Penalty 2598.365095 = -312705.055726
  nChanged 23
		SP:Iteration 19Q (30337.920000 sec): 3 clusters
  Score: Raw -315316.717089 + Penalty 2598.365095 = -312718.351994
  nChanged 19
		SP:Iteration 20F (30338.150000 sec): 3 clusters
  Score: Raw -315328.285931 + Penalty 2598.365095 = -312729.920836
  nChanged 16
		SP:Iteration 21Q (30338.330000 sec): 3 clusters
  Score: Raw -315335.431672 + Penalty 2598.365095 = -312737.066577
  nChanged 18
		SP:Iteration 22Q (30338.490000 sec): 3 clusters
  Score: Raw -315347.866637 + Penalty 2598.365095 = -312749.501542
  nChanged 22
		SP:Iteration 23Q (30338.590000 sec): 3 clusters
  Score: Raw -315362.216435 + Penalty 2598.365095 = -312763.851340
  nChanged 24
		SP:Iteration 24Q (30338.690000 sec): 3 clusters
  Score: Raw -315374.632140 + Penalty 2598.365095 = -312776.267045
  nChanged 21
		SP:Iteration 25Q (30338.780000 sec): 3 clusters
  Score: Raw -315382.123942 + Penalty 2598.365095 = -312783.758847
  nChanged 8
		SP:Iteration 26Q (30338.880000 sec): 3 clusters
  Score: Raw -315386.061674 + Penalty 2598.365095 = -312787.696579
  nChanged 7
		SP:Iteration 27Q (30338.970000 sec): 3 clusters
  Score: Raw -315388.444199 + Penalty 2598.365095 = -312790.079104
  nChanged 7
		SP:Iteration 28Q (30339.070000 sec): 3 clusters
  Score: Raw -315391.545035 + Penalty 2598.365095 = -312793.179940
  nChanged 7
		SP:Iteration 29Q (30339.170000 sec): 3 clusters
  Score: Raw -315394.686345 + Penalty 2598.365095 = -312796.321250
  nChanged 7
		SP:Iteration 30Q (30339.270000 sec): 3 clusters
  Score: Raw -315397.025920 + Penalty 2598.365095 = -312798.660825
  nChanged 4
		SP:Iteration 31Q (30339.470000 sec): 3 clusters
  Score: Raw -315398.977264 + Penalty 2598.365095 = -312800.612169
  nChanged 4
		SP:Iteration 32Q (30339.620000 sec): 3 clusters
  Score: Raw -315400.343430 + Penalty 2598.365095 = -312801.978335
  nChanged 3
		SP:Iteration 33Q (30339.810000 sec): 3 clusters
  Score: Raw -315400.952709 + Penalty 2598.365095 = -312802.587614
  nChanged 1
		SP:Iteration 34Q (30340.010000 sec): 3 clusters
  Score: Raw -315401.175855 + Penalty 2598.365095 = -312802.810760
  nChanged 1
		SP:Iteration 35Q (30340.140000 sec): 3 clusters
  Score: Raw -315401.443645 + Penalty 2598.365095 = -312803.078550
  nChanged 0
		SP:Iteration 36F (30340.250000 sec): 3 clusters
  Score: Raw -315401.443645 + Penalty 2598.365095 = -312803.078550
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 25 (6451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30340.340000 sec): 2 clusters
  Score: Raw -674730.933105 + Penalty 1425.448446 = -673305.484659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30340.490000 sec): 3 clusters
  Score: Raw -671244.672337 + Penalty 2850.896892 = -668393.775445
  nChanged 2633
		SP:Iteration 1F (30340.650000 sec): 3 clusters
  Score: Raw -672634.808877 + Penalty 2850.896892 = -669783.911985
  nChanged 428
		SP:Iteration 2F (30340.800000 sec): 3 clusters
  Score: Raw -672855.941900 + Penalty 2850.896892 = -670005.045008
  nChanged 352
		SP:Iteration 3F (30340.960000 sec): 3 clusters
  Score: Raw -673071.984698 + Penalty 2850.896892 = -670221.087806
  nChanged 354
		SP:Iteration 4F (30341.110000 sec): 3 clusters
  Score: Raw -673277.443418 + Penalty 2850.896892 = -670426.546526
  nChanged 336
		SP:Iteration 5F (30341.270000 sec): 3 clusters
  Score: Raw -673470.281357 + Penalty 2850.896892 = -670619.384465
  nChanged 301
		SP:Iteration 6Q (30341.420000 sec): 3 clusters
  Score: Raw -673637.912101 + Penalty 2850.896892 = -670787.015209
  nChanged 264
		SP:Iteration 7Q (30341.570000 sec): 3 clusters
  Score: Raw -673792.993603 + Penalty 2850.896892 = -670942.096711
  nChanged 250
		SP:Iteration 8Q (30341.730000 sec): 3 clusters
  Score: Raw -673937.886316 + Penalty 2850.896892 = -671086.989424
  nChanged 218
		SP:Iteration 9Q (30341.890000 sec): 3 clusters
  Score: Raw -674077.929686 + Penalty 2850.896892 = -671227.032795
  nChanged 213
		SP:Iteration 10Q (30342.040000 sec): 3 clusters
  Score: Raw -674203.046801 + Penalty 2850.896892 = -671352.149909
  nChanged 178
		SP:Iteration 11Q (30342.190000 sec): 3 clusters
  Score: Raw -674330.057756 + Penalty 2850.896892 = -671479.160864
  nChanged 177
		SP:Iteration 12Q (30342.350000 sec): 3 clusters
  Score: Raw -674464.487212 + Penalty 2850.896892 = -671613.590320
  nChanged 148
		SP:Iteration 13Q (30342.510000 sec): 3 clusters
  Score: Raw -674585.678232 + Penalty 2850.896892 = -671734.781340
  nChanged 136
		SP:Iteration 14Q (30342.660000 sec): 3 clusters
  Score: Raw -674690.379438 + Penalty 2850.896892 = -671839.482546
  nChanged 105
		SP:Iteration 15Q (30342.790000 sec): 3 clusters
  Score: Raw -674787.763207 + Penalty 2850.896892 = -671936.866315
  nChanged 91
		SP:Iteration 16Q (30342.940000 sec): 3 clusters
  Score: Raw -674871.204911 + Penalty 2850.896892 = -672020.308019
  nChanged 62
		SP:Iteration 17Q (30343.110000 sec): 3 clusters
  Score: Raw -674922.985394 + Penalty 2850.896892 = -672072.088502
  nChanged 44
		SP:Iteration 18Q (30343.320000 sec): 3 clusters
  Score: Raw -674973.681016 + Penalty 2850.896892 = -672122.784124
  nChanged 44
		SP:Iteration 19Q (30343.520000 sec): 3 clusters
  Score: Raw -675012.051585 + Penalty 2850.896892 = -672161.154693
  nChanged 33
		SP:Iteration 20F (30343.800000 sec): 3 clusters
  Score: Raw -675038.308603 + Penalty 2850.896892 = -672187.411711
  nChanged 22
		SP:Iteration 21Q (30343.980000 sec): 3 clusters
  Score: Raw -675056.789844 + Penalty 2850.896892 = -672205.892952
  nChanged 15
		SP:Iteration 22Q (30344.140000 sec): 3 clusters
  Score: Raw -675072.158479 + Penalty 2850.896892 = -672221.261587
  nChanged 17
		SP:Iteration 23Q (30344.290000 sec): 3 clusters
  Score: Raw -675085.013435 + Penalty 2850.896892 = -672234.116543
  nChanged 9
		SP:Iteration 24Q (30344.450000 sec): 3 clusters
  Score: Raw -675095.799802 + Penalty 2850.896892 = -672244.902910
  nChanged 12
		SP:Iteration 25Q (30344.620000 sec): 3 clusters
  Score: Raw -675112.135600 + Penalty 2850.896892 = -672261.238708
  nChanged 20
		SP:Iteration 26Q (30344.790000 sec): 3 clusters
  Score: Raw -675145.103584 + Penalty 2850.896892 = -672294.206692
  nChanged 17
		SP:Iteration 27Q (30344.960000 sec): 3 clusters
  Score: Raw -675174.139657 + Penalty 2850.896892 = -672323.242765
  nChanged 26
		SP:Iteration 28Q (30345.130000 sec): 3 clusters
  Score: Raw -675217.421932 + Penalty 2850.896892 = -672366.525040
  nChanged 22
		SP:Iteration 29Q (30345.300000 sec): 3 clusters
  Score: Raw -675240.086172 + Penalty 2850.896892 = -672389.189280
  nChanged 12
		SP:Iteration 30Q (30345.470000 sec): 3 clusters
  Score: Raw -675251.533189 + Penalty 2850.896892 = -672400.636297
  nChanged 4
		SP:Iteration 31Q (30345.640000 sec): 3 clusters
  Score: Raw -675255.407484 + Penalty 2850.896892 = -672404.510592
  nChanged 5
		SP:Iteration 32Q (30345.810000 sec): 3 clusters
  Score: Raw -675259.338910 + Penalty 2850.896892 = -672408.442018
  nChanged 2
		SP:Iteration 33Q (30345.970000 sec): 3 clusters
  Score: Raw -675261.512460 + Penalty 2850.896892 = -672410.615568
  nChanged 3
		SP:Iteration 34Q (30346.170000 sec): 3 clusters
  Score: Raw -675263.482337 + Penalty 2850.896892 = -672412.585445
  nChanged 1
		SP:Iteration 35Q (30346.310000 sec): 3 clusters
  Score: Raw -675263.806513 + Penalty 2850.896892 = -672412.909621
  nChanged 0
		SP:Iteration 36F (30346.480000 sec): 3 clusters
  Score: Raw -675263.806513 + Penalty 2850.896892 = -672412.909621
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 26 (5041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30346.570000 sec): 2 clusters
  Score: Raw -466612.078000 + Penalty 1385.370960 = -465226.707040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30346.710000 sec): 3 clusters
  Score: Raw -464017.322930 + Penalty 2770.741920 = -461246.581010
  nChanged 2052
		SP:Iteration 1F (30346.850000 sec): 3 clusters
  Score: Raw -465138.671359 + Penalty 2770.741920 = -462367.929439
  nChanged 344
		SP:Iteration 2F (30347.030000 sec): 3 clusters
  Score: Raw -465326.783657 + Penalty 2770.741920 = -462556.041737
  nChanged 268
		SP:Iteration 3F (30347.170000 sec): 3 clusters
  Score: Raw -465495.082696 + Penalty 2770.741920 = -462724.340776
  nChanged 241
		SP:Iteration 4Q (30347.370000 sec): 3 clusters
  Score: Raw -465644.034099 + Penalty 2770.741920 = -462873.292179
  nChanged 208
		SP:Iteration 5Q (30347.550000 sec): 3 clusters
  Score: Raw -465777.690585 + Penalty 2770.741920 = -463006.948665
  nChanged 209
		SP:Iteration 6Q (30347.730000 sec): 3 clusters
  Score: Raw -465893.694906 + Penalty 2770.741920 = -463122.952986
  nChanged 194
		SP:Iteration 7Q (30347.970000 sec): 3 clusters
  Score: Raw -466022.457477 + Penalty 2770.741920 = -463251.715557
  nChanged 217
		SP:Iteration 8Q (30348.100000 sec): 3 clusters
  Score: Raw -466178.252531 + Penalty 2770.741920 = -463407.510611
  nChanged 214
		SP:Iteration 9Q (30348.270000 sec): 3 clusters
  Score: Raw -466336.685909 + Penalty 2770.741920 = -463565.943988
  nChanged 216
		SP:Iteration 10Q (30348.440000 sec): 3 clusters
  Score: Raw -466493.110710 + Penalty 2770.741920 = -463722.368790
  nChanged 199
		SP:Iteration 11Q (30348.630000 sec): 3 clusters
  Score: Raw -466643.967694 + Penalty 2770.741920 = -463873.225773
  nChanged 196
		SP:Iteration 12Q (30348.810000 sec): 3 clusters
  Score: Raw -466791.217765 + Penalty 2770.741920 = -464020.475845
  nChanged 188
		SP:Iteration 13Q (30349.030000 sec): 3 clusters
  Score: Raw -466953.720654 + Penalty 2770.741920 = -464182.978734
  nChanged 164
		SP:Iteration 14Q (30349.240000 sec): 3 clusters
  Score: Raw -467090.736211 + Penalty 2770.741920 = -464319.994291
  nChanged 155
		SP:Iteration 15Q (30349.510000 sec): 3 clusters
  Score: Raw -467216.407049 + Penalty 2770.741920 = -464445.665129
  nChanged 136
		SP:Iteration 16Q (30349.750000 sec): 3 clusters
  Score: Raw -467327.139079 + Penalty 2770.741920 = -464556.397159
  nChanged 116
		SP:Iteration 17Q (30349.920000 sec): 3 clusters
  Score: Raw -467420.428058 + Penalty 2770.741920 = -464649.686138
  nChanged 106
		SP:Iteration 18Q (30350.110000 sec): 3 clusters
  Score: Raw -467483.814345 + Penalty 2770.741920 = -464713.072425
  nChanged 86
		SP:Iteration 19Q (30350.320000 sec): 3 clusters
  Score: Raw -467527.621590 + Penalty 2770.741920 = -464756.879670
  nChanged 69
		SP:Iteration 20F (30350.520000 sec): 3 clusters
  Score: Raw -467555.960081 + Penalty 2770.741920 = -464785.218161
  nChanged 47
		SP:Iteration 21Q (30350.710000 sec): 3 clusters
  Score: Raw -467576.975806 + Penalty 2770.741920 = -464806.233886
  nChanged 29
		SP:Iteration 22Q (30350.900000 sec): 3 clusters
  Score: Raw -467587.476169 + Penalty 2770.741920 = -464816.734249
  nChanged 26
		SP:Iteration 23Q (30351.080000 sec): 3 clusters
  Score: Raw -467595.188095 + Penalty 2770.741920 = -464824.446175
  nChanged 16
		SP:Iteration 24Q (30351.310000 sec): 3 clusters
  Score: Raw -467601.463018 + Penalty 2770.741920 = -464830.721098
  nChanged 19
		SP:Iteration 25Q (30351.460000 sec): 3 clusters
  Score: Raw -467607.268773 + Penalty 2770.741920 = -464836.526853
  nChanged 20
		SP:Iteration 26Q (30351.670000 sec): 3 clusters
  Score: Raw -467616.440400 + Penalty 2770.741920 = -464845.698480
  nChanged 27
		SP:Iteration 27Q (30351.850000 sec): 3 clusters
  Score: Raw -467625.897692 + Penalty 2770.741920 = -464855.155772
  nChanged 23
		SP:Iteration 28Q (30352.080000 sec): 3 clusters
  Score: Raw -467633.148559 + Penalty 2770.741920 = -464862.406639
  nChanged 20
		SP:Iteration 29Q (30352.260000 sec): 3 clusters
  Score: Raw -467640.244858 + Penalty 2770.741920 = -464869.502938
  nChanged 18
		SP:Iteration 30Q (30352.500000 sec): 3 clusters
  Score: Raw -467645.466165 + Penalty 2770.741920 = -464874.724245
  nChanged 17
		SP:Iteration 31Q (30352.700000 sec): 3 clusters
  Score: Raw -467650.422508 + Penalty 2770.741920 = -464879.680588
  nChanged 15
		SP:Iteration 32Q (30352.850000 sec): 3 clusters
  Score: Raw -467656.329146 + Penalty 2770.741920 = -464885.587225
  nChanged 12
		SP:Iteration 33Q (30353.060000 sec): 3 clusters
  Score: Raw -467659.772804 + Penalty 2770.741920 = -464889.030884
  nChanged 13
		SP:Iteration 34Q (30353.280000 sec): 3 clusters
  Score: Raw -467662.968962 + Penalty 2770.741920 = -464892.227042
  nChanged 11
		SP:Iteration 35Q (30353.500000 sec): 3 clusters
  Score: Raw -467667.995268 + Penalty 2770.741920 = -464897.253348
  nChanged 11
		SP:Iteration 36Q (30353.690000 sec): 3 clusters
  Score: Raw -467671.060730 + Penalty 2770.741920 = -464900.318809
  nChanged 14
		SP:Iteration 37Q (30353.940000 sec): 3 clusters
  Score: Raw -467674.559273 + Penalty 2770.741920 = -464903.817353
  nChanged 8
		SP:Iteration 38Q (30354.140000 sec): 3 clusters
  Score: Raw -467677.531893 + Penalty 2770.741920 = -464906.789973
  nChanged 7
		SP:Iteration 39Q (30354.360000 sec): 3 clusters
  Score: Raw -467679.075153 + Penalty 2770.741920 = -464908.333233
  nChanged 2
		SP:Iteration 40F (30354.560000 sec): 3 clusters
  Score: Raw -467679.319158 + Penalty 2770.741920 = -464908.577238
  nChanged 2
		SP:Iteration 41Q (30354.710000 sec): 3 clusters
  Score: Raw -467679.772201 + Penalty 2770.741920 = -464909.030281
  nChanged 2
		SP:Iteration 42Q (30354.920000 sec): 3 clusters
  Score: Raw -467680.459208 + Penalty 2770.741920 = -464909.717288
  nChanged 1
		SP:Iteration 43Q (30355.100000 sec): 3 clusters
  Score: Raw -467680.529611 + Penalty 2770.741920 = -464909.787691
  nChanged 0
		SP:Iteration 44F (30355.300000 sec): 3 clusters
  Score: Raw -467680.529611 + Penalty 2770.741920 = -464909.787691
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 27 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30355.430000 sec): 2 clusters
  Score: Raw -544808.433903 + Penalty 1392.651825 = -543415.782078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30355.680000 sec): 3 clusters
  Score: Raw -542004.124653 + Penalty 2785.303650 = -539218.821003
  nChanged 2118
		SP:Iteration 1F (30355.900000 sec): 3 clusters
  Score: Raw -543171.925072 + Penalty 2785.303650 = -540386.621422
  nChanged 352
		SP:Iteration 2F (30356.080000 sec): 3 clusters
  Score: Raw -543344.037100 + Penalty 2785.303650 = -540558.733451
  nChanged 267
		SP:Iteration 3F (30356.310000 sec): 3 clusters
  Score: Raw -543487.225011 + Penalty 2785.303650 = -540701.921362
  nChanged 255
		SP:Iteration 4Q (30356.500000 sec): 3 clusters
  Score: Raw -543626.610192 + Penalty 2785.303650 = -540841.306542
  nChanged 250
		SP:Iteration 5Q (30356.740000 sec): 3 clusters
  Score: Raw -543767.009296 + Penalty 2785.303650 = -540981.705646
  nChanged 269
		SP:Iteration 6F (30356.940000 sec): 3 clusters
  Score: Raw -543937.906482 + Penalty 2785.303650 = -541152.602832
  nChanged 250
		SP:Iteration 7Q (30357.200000 sec): 3 clusters
  Score: Raw -544109.112534 + Penalty 2785.303650 = -541323.808884
  nChanged 212
		SP:Iteration 8Q (30357.360000 sec): 3 clusters
  Score: Raw -544247.245388 + Penalty 2785.303650 = -541461.941739
  nChanged 182
		SP:Iteration 9Q (30357.560000 sec): 3 clusters
  Score: Raw -544377.355899 + Penalty 2785.303650 = -541592.052249
  nChanged 151
		SP:Iteration 10Q (30357.760000 sec): 3 clusters
  Score: Raw -544477.043515 + Penalty 2785.303650 = -541691.739865
  nChanged 119
		SP:Iteration 11Q (30357.940000 sec): 3 clusters
  Score: Raw -544554.969346 + Penalty 2785.303650 = -541769.665696
  nChanged 102
		SP:Iteration 12Q (30358.160000 sec): 3 clusters
  Score: Raw -544624.793905 + Penalty 2785.303650 = -541839.490256
  nChanged 86
		SP:Iteration 13Q (30358.360000 sec): 3 clusters
  Score: Raw -544679.711592 + Penalty 2785.303650 = -541894.407942
  nChanged 75
		SP:Iteration 14Q (30358.550000 sec): 3 clusters
  Score: Raw -544724.605737 + Penalty 2785.303650 = -541939.302087
  nChanged 61
		SP:Iteration 15Q (30358.720000 sec): 3 clusters
  Score: Raw -544767.363756 + Penalty 2785.303650 = -541982.060107
  nChanged 41
		SP:Iteration 16Q (30358.930000 sec): 3 clusters
  Score: Raw -544794.375069 + Penalty 2785.303650 = -542009.071419
  nChanged 44
		SP:Iteration 17Q (30359.120000 sec): 3 clusters
  Score: Raw -544826.577818 + Penalty 2785.303650 = -542041.274168
  nChanged 38
		SP:Iteration 18Q (30359.330000 sec): 3 clusters
  Score: Raw -544846.529398 + Penalty 2785.303650 = -542061.225748
  nChanged 26
		SP:Iteration 19Q (30359.580000 sec): 3 clusters
  Score: Raw -544862.027699 + Penalty 2785.303650 = -542076.724049
  nChanged 25
		SP:Iteration 20F (30359.740000 sec): 3 clusters
  Score: Raw -544879.762318 + Penalty 2785.303650 = -542094.458668
  nChanged 21
		SP:Iteration 21Q (30359.940000 sec): 3 clusters
  Score: Raw -544893.123032 + Penalty 2785.303650 = -542107.819382
  nChanged 21
		SP:Iteration 22Q (30360.120000 sec): 3 clusters
  Score: Raw -544910.613601 + Penalty 2785.303650 = -542125.309952
  nChanged 24
		SP:Iteration 23Q (30360.290000 sec): 3 clusters
  Score: Raw -544926.154245 + Penalty 2785.303650 = -542140.850595
  nChanged 22
		SP:Iteration 24Q (30360.510000 sec): 3 clusters
  Score: Raw -544943.577293 + Penalty 2785.303650 = -542158.273643
  nChanged 16
		SP:Iteration 25Q (30360.710000 sec): 3 clusters
  Score: Raw -544955.661445 + Penalty 2785.303650 = -542170.357795
  nChanged 15
		SP:Iteration 26Q (30360.900000 sec): 3 clusters
  Score: Raw -544968.915338 + Penalty 2785.303650 = -542183.611689
  nChanged 21
		SP:Iteration 27Q (30361.110000 sec): 3 clusters
  Score: Raw -544984.921480 + Penalty 2785.303650 = -542199.617830
  nChanged 23
		SP:Iteration 28Q (30361.310000 sec): 3 clusters
  Score: Raw -545002.683418 + Penalty 2785.303650 = -542217.379769
  nChanged 16
		SP:Iteration 29Q (30361.500000 sec): 3 clusters
  Score: Raw -545015.917688 + Penalty 2785.303650 = -542230.614038
  nChanged 18
		SP:Iteration 30Q (30361.660000 sec): 3 clusters
  Score: Raw -545027.605777 + Penalty 2785.303650 = -542242.302128
  nChanged 13
		SP:Iteration 31Q (30361.880000 sec): 3 clusters
  Score: Raw -545035.779785 + Penalty 2785.303650 = -542250.476135
  nChanged 7
		SP:Iteration 32Q (30362.120000 sec): 3 clusters
  Score: Raw -545041.628862 + Penalty 2785.303650 = -542256.325212
  nChanged 5
		SP:Iteration 33Q (30362.300000 sec): 3 clusters
  Score: Raw -545045.512578 + Penalty 2785.303650 = -542260.208929
  nChanged 8
		SP:Iteration 34Q (30362.480000 sec): 3 clusters
  Score: Raw -545048.715674 + Penalty 2785.303650 = -542263.412024
  nChanged 6
		SP:Iteration 35Q (30362.670000 sec): 3 clusters
  Score: Raw -545052.273373 + Penalty 2785.303650 = -542266.969723
  nChanged 5
		SP:Iteration 36Q (30362.840000 sec): 3 clusters
  Score: Raw -545054.759574 + Penalty 2785.303650 = -542269.455925
  nChanged 2
		SP:Iteration 37Q (30363.060000 sec): 3 clusters
  Score: Raw -545056.225978 + Penalty 2785.303650 = -542270.922329
  nChanged 5
		SP:Iteration 38Q (30363.240000 sec): 3 clusters
  Score: Raw -545059.739219 + Penalty 2785.303650 = -542274.435569
  nChanged 4
		SP:Iteration 39Q (30363.420000 sec): 3 clusters
  Score: Raw -545063.198465 + Penalty 2785.303650 = -542277.894815
  nChanged 7
		SP:Iteration 40F (30363.610000 sec): 3 clusters
  Score: Raw -545066.414156 + Penalty 2785.303650 = -542281.110506
  nChanged 5
		SP:Iteration 41Q (30363.830000 sec): 3 clusters
  Score: Raw -545069.740397 + Penalty 2785.303650 = -542284.436748
  nChanged 4
		SP:Iteration 42Q (30363.980000 sec): 3 clusters
  Score: Raw -545072.655721 + Penalty 2785.303650 = -542287.352071
  nChanged 5
		SP:Iteration 43Q (30364.170000 sec): 3 clusters
  Score: Raw -545076.350159 + Penalty 2785.303650 = -542291.046510
  nChanged 5
		SP:Iteration 44Q (30364.350000 sec): 3 clusters
  Score: Raw -545079.765430 + Penalty 2785.303650 = -542294.461780
  nChanged 4
		SP:Iteration 45Q (30364.580000 sec): 3 clusters
  Score: Raw -545082.124698 + Penalty 2785.303650 = -542296.821048
  nChanged 1
		SP:Iteration 46Q (30364.780000 sec): 3 clusters
  Score: Raw -545082.239702 + Penalty 2785.303650 = -542296.936052
  nChanged 0
		SP:Iteration 47F (30364.990000 sec): 3 clusters
  Score: Raw -545082.239702 + Penalty 2785.303650 = -542296.936052
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 28 (15672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30365.180000 sec): 2 clusters
  Score: Raw -1625816.962514 + Penalty 1569.690031 = -1624247.272483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30365.410000 sec): 3 clusters
  Score: Raw -1616685.561938 + Penalty 3139.380062 = -1613546.181876
  nChanged 6908
		SP:Iteration 1F (30365.660000 sec): 3 clusters
  Score: Raw -1620363.074190 + Penalty 3139.380062 = -1617223.694129
  nChanged 842
		SP:Iteration 2F (30365.900000 sec): 3 clusters
  Score: Raw -1620677.085679 + Penalty 3139.380062 = -1617537.705617
  nChanged 737
		SP:Iteration 3Q (30366.210000 sec): 3 clusters
  Score: Raw -1620949.661354 + Penalty 3139.380062 = -1617810.281292
  nChanged 671
		SP:Iteration 4Q (30366.460000 sec): 3 clusters
  Score: Raw -1621210.680677 + Penalty 3139.380062 = -1618071.300616
  nChanged 656
		SP:Iteration 5Q (30366.720000 sec): 3 clusters
  Score: Raw -1621458.046286 + Penalty 3139.380062 = -1618318.666224
  nChanged 646
		SP:Iteration 6Q (30366.920000 sec): 3 clusters
  Score: Raw -1621749.314823 + Penalty 3139.380062 = -1618609.934761
  nChanged 693
		SP:Iteration 7Q (30367.160000 sec): 3 clusters
  Score: Raw -1622082.194699 + Penalty 3139.380062 = -1618942.814637
  nChanged 727
		SP:Iteration 8Q (30367.420000 sec): 3 clusters
  Score: Raw -1622484.584110 + Penalty 3139.380062 = -1619345.204048
  nChanged 780
		SP:Iteration 9Q (30367.690000 sec): 3 clusters
  Score: Raw -1623022.570453 + Penalty 3139.380062 = -1619883.190391
  nChanged 809
		SP:Iteration 10F (30367.980000 sec): 3 clusters
  Score: Raw -1623644.846612 + Penalty 3139.380062 = -1620505.466550
  nChanged 708
		SP:Iteration 11Q (30368.260000 sec): 3 clusters
  Score: Raw -1624205.536532 + Penalty 3139.380062 = -1621066.156470
  nChanged 556
		SP:Iteration 12Q (30368.520000 sec): 3 clusters
  Score: Raw -1624609.817377 + Penalty 3139.380062 = -1621470.437315
  nChanged 460
		SP:Iteration 13Q (30368.770000 sec): 3 clusters
  Score: Raw -1624928.400527 + Penalty 3139.380062 = -1621789.020465
  nChanged 350
		SP:Iteration 14Q (30368.980000 sec): 3 clusters
  Score: Raw -1625129.127983 + Penalty 3139.380062 = -1621989.747922
  nChanged 232
		SP:Iteration 15Q (30369.250000 sec): 3 clusters
  Score: Raw -1625257.128295 + Penalty 3139.380062 = -1622117.748233
  nChanged 187
		SP:Iteration 16Q (30369.540000 sec): 3 clusters
  Score: Raw -1625356.887117 + Penalty 3139.380062 = -1622217.507055
  nChanged 157
		SP:Iteration 17Q (30369.800000 sec): 3 clusters
  Score: Raw -1625445.022190 + Penalty 3139.380062 = -1622305.642128
  nChanged 141
		SP:Iteration 18Q (30370.080000 sec): 3 clusters
  Score: Raw -1625521.273732 + Penalty 3139.380062 = -1622381.893670
  nChanged 131
		SP:Iteration 19Q (30370.340000 sec): 3 clusters
  Score: Raw -1625589.511575 + Penalty 3139.380062 = -1622450.131513
  nChanged 108
		SP:Iteration 20F (30370.590000 sec): 3 clusters
  Score: Raw -1625642.139678 + Penalty 3139.380062 = -1622502.759616
  nChanged 107
		SP:Iteration 21Q (30370.820000 sec): 3 clusters
  Score: Raw -1625688.829832 + Penalty 3139.380062 = -1622549.449770
  nChanged 83
		SP:Iteration 22Q (30371.050000 sec): 3 clusters
  Score: Raw -1625723.897623 + Penalty 3139.380062 = -1622584.517561
  nChanged 76
		SP:Iteration 23Q (30371.270000 sec): 3 clusters
  Score: Raw -1625752.932477 + Penalty 3139.380062 = -1622613.552415
  nChanged 49
		SP:Iteration 24Q (30371.510000 sec): 3 clusters
  Score: Raw -1625769.221259 + Penalty 3139.380062 = -1622629.841197
  nChanged 38
		SP:Iteration 25Q (30371.720000 sec): 3 clusters
  Score: Raw -1625784.818964 + Penalty 3139.380062 = -1622645.438902
  nChanged 49
		SP:Iteration 26Q (30371.950000 sec): 3 clusters
  Score: Raw -1625804.996205 + Penalty 3139.380062 = -1622665.616143
  nChanged 35
		SP:Iteration 27Q (30372.160000 sec): 3 clusters
  Score: Raw -1625817.138105 + Penalty 3139.380062 = -1622677.758043
  nChanged 23
		SP:Iteration 28Q (30372.340000 sec): 3 clusters
  Score: Raw -1625824.555485 + Penalty 3139.380062 = -1622685.175423
  nChanged 25
		SP:Iteration 29Q (30372.590000 sec): 3 clusters
  Score: Raw -1625832.160075 + Penalty 3139.380062 = -1622692.780013
  nChanged 23
		SP:Iteration 30Q (30372.860000 sec): 3 clusters
  Score: Raw -1625839.232254 + Penalty 3139.380062 = -1622699.852192
  nChanged 13
		SP:Iteration 31Q (30373.140000 sec): 3 clusters
  Score: Raw -1625843.281257 + Penalty 3139.380062 = -1622703.901196
  nChanged 17
		SP:Iteration 32Q (30373.450000 sec): 3 clusters
  Score: Raw -1625847.774741 + Penalty 3139.380062 = -1622708.394679
  nChanged 15
		SP:Iteration 33Q (30373.660000 sec): 3 clusters
  Score: Raw -1625851.493553 + Penalty 3139.380062 = -1622712.113491
  nChanged 11
		SP:Iteration 34Q (30373.930000 sec): 3 clusters
  Score: Raw -1625853.606065 + Penalty 3139.380062 = -1622714.226003
  nChanged 8
		SP:Iteration 35Q (30374.210000 sec): 3 clusters
  Score: Raw -1625855.926410 + Penalty 3139.380062 = -1622716.546348
  nChanged 10
		SP:Iteration 36Q (30374.530000 sec): 3 clusters
  Score: Raw -1625858.107003 + Penalty 3139.380062 = -1622718.726941
  nChanged 4
		SP:Iteration 37Q (30374.810000 sec): 3 clusters
  Score: Raw -1625859.240514 + Penalty 3139.380062 = -1622719.860452
  nChanged 3
		SP:Iteration 38Q (30375.040000 sec): 3 clusters
  Score: Raw -1625860.243827 + Penalty 3139.380062 = -1622720.863765
  nChanged 5
		SP:Iteration 39Q (30375.290000 sec): 3 clusters
  Score: Raw -1625861.298099 + Penalty 3139.380062 = -1622721.918037
  nChanged 3
		SP:Iteration 40F (30375.570000 sec): 3 clusters
  Score: Raw -1625861.904518 + Penalty 3139.380062 = -1622722.524456
  nChanged 5
		SP:Iteration 41Q (30375.760000 sec): 3 clusters
  Score: Raw -1625863.015722 + Penalty 3139.380062 = -1622723.635660
  nChanged 4
		SP:Iteration 42Q (30375.970000 sec): 3 clusters
  Score: Raw -1625863.652976 + Penalty 3139.380062 = -1622724.272914
  nChanged 3
		SP:Iteration 43Q (30376.180000 sec): 3 clusters
  Score: Raw -1625864.255420 + Penalty 3139.380062 = -1622724.875358
  nChanged 3
		SP:Iteration 44Q (30376.390000 sec): 3 clusters
  Score: Raw -1625864.980959 + Penalty 3139.380062 = -1622725.600897
  nChanged 3
		SP:Iteration 45Q (30376.570000 sec): 3 clusters
  Score: Raw -1625865.890761 + Penalty 3139.380062 = -1622726.510699
  nChanged 5
		SP:Iteration 46Q (30376.800000 sec): 3 clusters
  Score: Raw -1625867.457714 + Penalty 3139.380062 = -1622728.077652
  nChanged 7
		SP:Iteration 47Q (30377.000000 sec): 3 clusters
  Score: Raw -1625869.783527 + Penalty 3139.380062 = -1622730.403465
  nChanged 9
		SP:Iteration 48Q (30377.200000 sec): 3 clusters
  Score: Raw -1625872.394596 + Penalty 3139.380062 = -1622733.014534
  nChanged 11
		SP:Iteration 49Q (30377.400000 sec): 3 clusters
  Score: Raw -1625874.927330 + Penalty 3139.380062 = -1622735.547268
  nChanged 8
		SP:Iteration 50Q (30377.670000 sec): 3 clusters
  Score: Raw -1625877.126994 + Penalty 3139.380062 = -1622737.746932
  nChanged 7
		SP:Iteration 51Q (30377.830000 sec): 3 clusters
  Score: Raw -1625878.287135 + Penalty 3139.380062 = -1622738.907073
  nChanged 4
		SP:Iteration 52Q (30378.120000 sec): 3 clusters
  Score: Raw -1625879.292141 + Penalty 3139.380062 = -1622739.912079
  nChanged 7
		SP:Iteration 53Q (30378.380000 sec): 3 clusters
  Score: Raw -1625881.748367 + Penalty 3139.380062 = -1622742.368306
  nChanged 8
		SP:Iteration 54Q (30378.580000 sec): 3 clusters
  Score: Raw -1625884.615342 + Penalty 3139.380062 = -1622745.235281
  nChanged 10
		SP:Iteration 55Q (30378.910000 sec): 3 clusters
  Score: Raw -1625887.397750 + Penalty 3139.380062 = -1622748.017688
  nChanged 9
		SP:Iteration 56Q (30379.150000 sec): 3 clusters
  Score: Raw -1625890.119365 + Penalty 3139.380062 = -1622750.739303
  nChanged 9
		SP:Iteration 57Q (30379.360000 sec): 3 clusters
  Score: Raw -1625892.531983 + Penalty 3139.380062 = -1622753.151921
  nChanged 7
		SP:Iteration 58Q (30379.640000 sec): 3 clusters
  Score: Raw -1625894.071498 + Penalty 3139.380062 = -1622754.691436
  nChanged 8
		SP:Iteration 59Q (30379.900000 sec): 3 clusters
  Score: Raw -1625896.411602 + Penalty 3139.380062 = -1622757.031540
  nChanged 8
		SP:Iteration 60F (30380.120000 sec): 3 clusters
  Score: Raw -1625898.334064 + Penalty 3139.380062 = -1622758.954002
  nChanged 10
		SP:Iteration 61Q (30380.380000 sec): 3 clusters
  Score: Raw -1625901.676591 + Penalty 3139.380062 = -1622762.296530
  nChanged 8
		SP:Iteration 62Q (30380.670000 sec): 3 clusters
  Score: Raw -1625904.146789 + Penalty 3139.380062 = -1622764.766728
  nChanged 9
		SP:Iteration 63Q (30380.890000 sec): 3 clusters
  Score: Raw -1625907.035426 + Penalty 3139.380062 = -1622767.655364
  nChanged 9
		SP:Iteration 64Q (30381.120000 sec): 3 clusters
  Score: Raw -1625910.308352 + Penalty 3139.380062 = -1622770.928290
  nChanged 7
		SP:Iteration 65Q (30381.340000 sec): 3 clusters
  Score: Raw -1625911.554901 + Penalty 3139.380062 = -1622772.174839
  nChanged 6
		SP:Iteration 66Q (30381.550000 sec): 3 clusters
  Score: Raw -1625912.801093 + Penalty 3139.380062 = -1622773.421031
  nChanged 6
		SP:Iteration 67Q (30381.830000 sec): 3 clusters
  Score: Raw -1625914.287879 + Penalty 3139.380062 = -1622774.907817
  nChanged 6
		SP:Iteration 68Q (30382.090000 sec): 3 clusters
  Score: Raw -1625916.408851 + Penalty 3139.380062 = -1622777.028789
  nChanged 8
		SP:Iteration 69Q (30382.350000 sec): 3 clusters
  Score: Raw -1625918.865473 + Penalty 3139.380062 = -1622779.485411
  nChanged 12
		SP:Iteration 70Q (30382.580000 sec): 3 clusters
  Score: Raw -1625923.372080 + Penalty 3139.380062 = -1622783.992018
  nChanged 9
		SP:Iteration 71Q (30382.830000 sec): 3 clusters
  Score: Raw -1625925.955918 + Penalty 3139.380062 = -1622786.575856
  nChanged 6
		SP:Iteration 72Q (30383.140000 sec): 3 clusters
  Score: Raw -1625928.432939 + Penalty 3139.380062 = -1622789.052877
  nChanged 7
		SP:Iteration 73Q (30383.390000 sec): 3 clusters
  Score: Raw -1625930.684406 + Penalty 3139.380062 = -1622791.304344
  nChanged 5
		SP:Iteration 74Q (30383.670000 sec): 3 clusters
  Score: Raw -1625932.461621 + Penalty 3139.380062 = -1622793.081560
  nChanged 6
		SP:Iteration 75Q (30383.900000 sec): 3 clusters
  Score: Raw -1625934.210532 + Penalty 3139.380062 = -1622794.830470
  nChanged 2
		SP:Iteration 76Q (30384.130000 sec): 3 clusters
  Score: Raw -1625934.917789 + Penalty 3139.380062 = -1622795.537727
  nChanged 1
		SP:Iteration 77Q (30384.420000 sec): 3 clusters
  Score: Raw -1625935.539806 + Penalty 3139.380062 = -1622796.159745
  nChanged 2
		SP:Iteration 78Q (30384.640000 sec): 3 clusters
  Score: Raw -1625936.167274 + Penalty 3139.380062 = -1622796.787213
  nChanged 3
		SP:Iteration 79Q (30384.920000 sec): 3 clusters
  Score: Raw -1625936.951248 + Penalty 3139.380062 = -1622797.571186
  nChanged 2
		SP:Iteration 80F (30385.140000 sec): 3 clusters
  Score: Raw -1625937.642689 + Penalty 3139.380062 = -1622798.262627
  nChanged 1
		SP:Iteration 81Q (30385.400000 sec): 3 clusters
  Score: Raw -1625937.728855 + Penalty 3139.380062 = -1622798.348793
  nChanged 0
		SP:Iteration 82F (30385.620000 sec): 3 clusters
  Score: Raw -1625937.728855 + Penalty 3139.380062 = -1622798.348793
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 29 (7813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30385.780000 sec): 2 clusters
  Score: Raw -807872.516307 + Penalty 1456.575947 = -806415.940359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30385.980000 sec): 3 clusters
  Score: Raw -803572.764556 + Penalty 2913.151895 = -800659.612661
  nChanged 3253
		SP:Iteration 1F (30386.180000 sec): 3 clusters
  Score: Raw -805397.910395 + Penalty 2913.151895 = -802484.758500
  nChanged 514
		SP:Iteration 2F (30386.410000 sec): 3 clusters
  Score: Raw -805680.718704 + Penalty 2913.151895 = -802767.566809
  nChanged 420
		SP:Iteration 3F (30386.640000 sec): 3 clusters
  Score: Raw -805948.533591 + Penalty 2913.151895 = -803035.381696
  nChanged 388
		SP:Iteration 4Q (30386.850000 sec): 3 clusters
  Score: Raw -806147.542535 + Penalty 2913.151895 = -803234.390640
  nChanged 351
		SP:Iteration 5Q (30387.050000 sec): 3 clusters
  Score: Raw -806301.149194 + Penalty 2913.151895 = -803387.997299
  nChanged 279
		SP:Iteration 6Q (30387.250000 sec): 3 clusters
  Score: Raw -806419.787180 + Penalty 2913.151895 = -803506.635285
  nChanged 267
		SP:Iteration 7Q (30387.420000 sec): 3 clusters
  Score: Raw -806533.494050 + Penalty 2913.151895 = -803620.342155
  nChanged 237
		SP:Iteration 8Q (30387.650000 sec): 3 clusters
  Score: Raw -806623.972023 + Penalty 2913.151895 = -803710.820128
  nChanged 200
		SP:Iteration 9Q (30387.840000 sec): 3 clusters
  Score: Raw -806706.778866 + Penalty 2913.151895 = -803793.626971
  nChanged 214
		SP:Iteration 10Q (30388.070000 sec): 3 clusters
  Score: Raw -806798.229003 + Penalty 2913.151895 = -803885.077108
  nChanged 196
		SP:Iteration 11Q (30388.350000 sec): 3 clusters
  Score: Raw -806879.116969 + Penalty 2913.151895 = -803965.965074
  nChanged 201
		SP:Iteration 12Q (30388.550000 sec): 3 clusters
  Score: Raw -806971.517986 + Penalty 2913.151895 = -804058.366091
  nChanged 211
		SP:Iteration 13Q (30388.730000 sec): 3 clusters
  Score: Raw -807065.356949 + Penalty 2913.151895 = -804152.205055
  nChanged 210
		SP:Iteration 14Q (30388.920000 sec): 3 clusters
  Score: Raw -807169.939638 + Penalty 2913.151895 = -804256.787743
  nChanged 257
		SP:Iteration 15Q (30389.100000 sec): 3 clusters
  Score: Raw -807307.554410 + Penalty 2913.151895 = -804394.402515
  nChanged 243
		SP:Iteration 16Q (30389.320000 sec): 3 clusters
  Score: Raw -807451.558355 + Penalty 2913.151895 = -804538.406460
  nChanged 264
		SP:Iteration 17Q (30389.530000 sec): 3 clusters
  Score: Raw -807628.851547 + Penalty 2913.151895 = -804715.699652
  nChanged 249
		SP:Iteration 18Q (30389.750000 sec): 3 clusters
  Score: Raw -807809.266278 + Penalty 2913.151895 = -804896.114383
  nChanged 217
		SP:Iteration 19Q (30389.950000 sec): 3 clusters
  Score: Raw -807979.803250 + Penalty 2913.151895 = -805066.651355
  nChanged 204
		SP:Iteration 20F (30390.150000 sec): 3 clusters
  Score: Raw -808167.123149 + Penalty 2913.151895 = -805253.971254
  nChanged 176
		SP:Iteration 21Q (30390.350000 sec): 3 clusters
  Score: Raw -808338.264885 + Penalty 2913.151895 = -805425.112990
  nChanged 121
		SP:Iteration 22Q (30390.510000 sec): 3 clusters
  Score: Raw -808449.246717 + Penalty 2913.151895 = -805536.094822
  nChanged 76
		SP:Iteration 23Q (30390.740000 sec): 3 clusters
  Score: Raw -808507.295051 + Penalty 2913.151895 = -805594.143156
  nChanged 44
		SP:Iteration 24Q (30390.920000 sec): 3 clusters
  Score: Raw -808533.924313 + Penalty 2913.151895 = -805620.772418
  nChanged 28
		SP:Iteration 25Q (30391.180000 sec): 3 clusters
  Score: Raw -808546.704848 + Penalty 2913.151895 = -805633.552954
  nChanged 19
		SP:Iteration 26Q (30391.390000 sec): 3 clusters
  Score: Raw -808555.926031 + Penalty 2913.151895 = -805642.774136
  nChanged 15
		SP:Iteration 27Q (30391.580000 sec): 3 clusters
  Score: Raw -808564.466221 + Penalty 2913.151895 = -805651.314326
  nChanged 16
		SP:Iteration 28Q (30391.770000 sec): 3 clusters
  Score: Raw -808571.807390 + Penalty 2913.151895 = -805658.655495
  nChanged 11
		SP:Iteration 29Q (30391.960000 sec): 3 clusters
  Score: Raw -808576.340105 + Penalty 2913.151895 = -805663.188211
  nChanged 9
		SP:Iteration 30Q (30392.210000 sec): 3 clusters
  Score: Raw -808581.407716 + Penalty 2913.151895 = -805668.255821
  nChanged 5
		SP:Iteration 31Q (30392.370000 sec): 3 clusters
  Score: Raw -808582.849447 + Penalty 2913.151895 = -805669.697552
  nChanged 2
		SP:Iteration 32Q (30392.620000 sec): 3 clusters
  Score: Raw -808583.808891 + Penalty 2913.151895 = -805670.656996
  nChanged 2
		SP:Iteration 33Q (30392.810000 sec): 3 clusters
  Score: Raw -808584.186247 + Penalty 2913.151895 = -805671.034352
  nChanged 0
		SP:Iteration 34F (30393.050000 sec): 3 clusters
  Score: Raw -808584.186247 + Penalty 2913.151895 = -805671.034352
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 30 (1486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30393.150000 sec): 2 clusters
  Score: Raw -158849.393938 + Penalty 1186.874524 = -157662.519413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30393.350000 sec): 3 clusters
  Score: Raw -158208.372765 + Penalty 2373.749048 = -155834.623717
  nChanged 498
		SP:Iteration 1F (30393.540000 sec): 3 clusters
  Score: Raw -158562.423366 + Penalty 2373.749048 = -156188.674318
  nChanged 124
		SP:Iteration 2F (30393.740000 sec): 3 clusters
  Score: Raw -158656.755143 + Penalty 2373.749048 = -156283.006094
  nChanged 65
		SP:Iteration 3Q (30393.860000 sec): 3 clusters
  Score: Raw -158711.289817 + Penalty 2373.749048 = -156337.540769
  nChanged 49
		SP:Iteration 4Q (30394.030000 sec): 3 clusters
  Score: Raw -158750.424572 + Penalty 2373.749048 = -156376.675524
  nChanged 41
		SP:Iteration 5Q (30394.220000 sec): 3 clusters
  Score: Raw -158782.176385 + Penalty 2373.749048 = -156408.427337
  nChanged 33
		SP:Iteration 6Q (30394.410000 sec): 3 clusters
  Score: Raw -158805.926012 + Penalty 2373.749048 = -156432.176964
  nChanged 22
		SP:Iteration 7Q (30394.550000 sec): 3 clusters
  Score: Raw -158822.841558 + Penalty 2373.749048 = -156449.092510
  nChanged 22
		SP:Iteration 8Q (30394.720000 sec): 3 clusters
  Score: Raw -158839.218404 + Penalty 2373.749048 = -156465.469355
  nChanged 16
		SP:Iteration 9Q (30394.930000 sec): 3 clusters
  Score: Raw -158849.716798 + Penalty 2373.749048 = -156475.967750
  nChanged 14
		SP:Iteration 10Q (30395.050000 sec): 3 clusters
  Score: Raw -158861.519069 + Penalty 2373.749048 = -156487.770021
  nChanged 12
		SP:Iteration 11Q (30395.200000 sec): 3 clusters
  Score: Raw -158871.412810 + Penalty 2373.749048 = -156497.663762
  nChanged 10
		SP:Iteration 12Q (30395.290000 sec): 3 clusters
  Score: Raw -158876.145197 + Penalty 2373.749048 = -156502.396149
  nChanged 11
		SP:Iteration 13Q (30395.440000 sec): 3 clusters
  Score: Raw -158884.636148 + Penalty 2373.749048 = -156510.887100
  nChanged 12
		SP:Iteration 14Q (30395.550000 sec): 3 clusters
  Score: Raw -158894.439801 + Penalty 2373.749048 = -156520.690753
  nChanged 6
		SP:Iteration 15Q (30395.690000 sec): 3 clusters
  Score: Raw -158898.080670 + Penalty 2373.749048 = -156524.331622
  nChanged 7
		SP:Iteration 16Q (30395.830000 sec): 3 clusters
  Score: Raw -158901.987274 + Penalty 2373.749048 = -156528.238226
  nChanged 4
		SP:Iteration 17Q (30395.970000 sec): 3 clusters
  Score: Raw -158904.875114 + Penalty 2373.749048 = -156531.126066
  nChanged 4
		SP:Iteration 18Q (30396.170000 sec): 3 clusters
  Score: Raw -158906.933323 + Penalty 2373.749048 = -156533.184275
  nChanged 5
		SP:Iteration 19Q (30396.420000 sec): 3 clusters
  Score: Raw -158909.516325 + Penalty 2373.749048 = -156535.767277
  nChanged 2
		SP:Iteration 20F (30396.610000 sec): 3 clusters
  Score: Raw -158911.374912 + Penalty 2373.749048 = -156537.625864
  nChanged 1
		SP:Iteration 21Q (30396.750000 sec): 3 clusters
  Score: Raw -158911.763759 + Penalty 2373.749048 = -156538.014711
  nChanged 1
		SP:Iteration 22Q (30396.910000 sec): 3 clusters
  Score: Raw -158911.911971 + Penalty 2373.749048 = -156538.162922
  nChanged 0
		SP:Iteration 23F (30397.060000 sec): 3 clusters
  Score: Raw -158911.911971 + Penalty 2373.749048 = -156538.162922
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 31 (6962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30397.210000 sec): 2 clusters
  Score: Raw -586792.271659 + Penalty 1437.836086 = -585354.435572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30397.430000 sec): 3 clusters
  Score: Raw -583053.720005 + Penalty 2875.672172 = -580178.047833
  nChanged 2862
		SP:Iteration 1F (30397.650000 sec): 3 clusters
  Score: Raw -584753.761679 + Penalty 2875.672172 = -581878.089507
  nChanged 504
		SP:Iteration 2F (30397.950000 sec): 3 clusters
  Score: Raw -585015.338693 + Penalty 2875.672172 = -582139.666521
  nChanged 356
		SP:Iteration 3F (30398.150000 sec): 3 clusters
  Score: Raw -585185.581144 + Penalty 2875.672172 = -582309.908972
  nChanged 271
		SP:Iteration 4Q (30398.340000 sec): 3 clusters
  Score: Raw -585307.697187 + Penalty 2875.672172 = -582432.025015
  nChanged 247
		SP:Iteration 5Q (30398.570000 sec): 3 clusters
  Score: Raw -585409.042882 + Penalty 2875.672172 = -582533.370709
  nChanged 204
		SP:Iteration 6Q (30398.790000 sec): 3 clusters
  Score: Raw -585489.867021 + Penalty 2875.672172 = -582614.194849
  nChanged 171
		SP:Iteration 7Q (30399.000000 sec): 3 clusters
  Score: Raw -585553.739912 + Penalty 2875.672172 = -582678.067740
  nChanged 170
		SP:Iteration 8Q (30399.210000 sec): 3 clusters
  Score: Raw -585619.179620 + Penalty 2875.672172 = -582743.507448
  nChanged 190
		SP:Iteration 9Q (30399.390000 sec): 3 clusters
  Score: Raw -585707.398618 + Penalty 2875.672172 = -582831.726446
  nChanged 191
		SP:Iteration 10Q (30399.610000 sec): 3 clusters
  Score: Raw -585793.816986 + Penalty 2875.672172 = -582918.144813
  nChanged 192
		SP:Iteration 11Q (30399.820000 sec): 3 clusters
  Score: Raw -585886.630872 + Penalty 2875.672172 = -583010.958699
  nChanged 203
		SP:Iteration 12Q (30400.030000 sec): 3 clusters
  Score: Raw -585995.328698 + Penalty 2875.672172 = -583119.656525
  nChanged 199
		SP:Iteration 13Q (30400.270000 sec): 3 clusters
  Score: Raw -586108.992453 + Penalty 2875.672172 = -583233.320280
  nChanged 191
		SP:Iteration 14Q (30400.560000 sec): 3 clusters
  Score: Raw -586214.612587 + Penalty 2875.672172 = -583338.940415
  nChanged 168
		SP:Iteration 15Q (30400.810000 sec): 3 clusters
  Score: Raw -586317.155249 + Penalty 2875.672172 = -583441.483076
  nChanged 170
		SP:Iteration 16Q (30401.040000 sec): 3 clusters
  Score: Raw -586435.787568 + Penalty 2875.672172 = -583560.115395
  nChanged 149
		SP:Iteration 17Q (30401.250000 sec): 3 clusters
  Score: Raw -586527.124817 + Penalty 2875.672172 = -583651.452645
  nChanged 141
		SP:Iteration 18Q (30401.490000 sec): 3 clusters
  Score: Raw -586612.351184 + Penalty 2875.672172 = -583736.679012
  nChanged 126
		SP:Iteration 19Q (30401.760000 sec): 3 clusters
  Score: Raw -586695.287367 + Penalty 2875.672172 = -583819.615195
  nChanged 126
		SP:Iteration 20F (30401.950000 sec): 3 clusters
  Score: Raw -586783.003423 + Penalty 2875.672172 = -583907.331251
  nChanged 102
		SP:Iteration 21Q (30402.190000 sec): 3 clusters
  Score: Raw -586855.891837 + Penalty 2875.672172 = -583980.219665
  nChanged 90
		SP:Iteration 22Q (30402.390000 sec): 3 clusters
  Score: Raw -586908.847306 + Penalty 2875.672172 = -584033.175133
  nChanged 73
		SP:Iteration 23Q (30402.620000 sec): 3 clusters
  Score: Raw -586948.892674 + Penalty 2875.672172 = -584073.220502
  nChanged 52
		SP:Iteration 24Q (30402.850000 sec): 3 clusters
  Score: Raw -586975.846897 + Penalty 2875.672172 = -584100.174725
  nChanged 42
		SP:Iteration 25Q (30403.030000 sec): 3 clusters
  Score: Raw -587002.344851 + Penalty 2875.672172 = -584126.672679
  nChanged 58
		SP:Iteration 26Q (30403.270000 sec): 3 clusters
  Score: Raw -587041.718356 + Penalty 2875.672172 = -584166.046184
  nChanged 51
		SP:Iteration 27Q (30403.450000 sec): 3 clusters
  Score: Raw -587074.734938 + Penalty 2875.672172 = -584199.062766
  nChanged 42
		SP:Iteration 28Q (30403.650000 sec): 3 clusters
  Score: Raw -587098.641687 + Penalty 2875.672172 = -584222.969515
  nChanged 36
		SP:Iteration 29Q (30403.890000 sec): 3 clusters
  Score: Raw -587119.238101 + Penalty 2875.672172 = -584243.565929
  nChanged 31
		SP:Iteration 30Q (30404.090000 sec): 3 clusters
  Score: Raw -587136.923480 + Penalty 2875.672172 = -584261.251307
  nChanged 29
		SP:Iteration 31Q (30404.320000 sec): 3 clusters
  Score: Raw -587153.859405 + Penalty 2875.672172 = -584278.187233
  nChanged 21
		SP:Iteration 32Q (30404.490000 sec): 3 clusters
  Score: Raw -587165.012868 + Penalty 2875.672172 = -584289.340696
  nChanged 15
		SP:Iteration 33Q (30404.710000 sec): 3 clusters
  Score: Raw -587174.422825 + Penalty 2875.672172 = -584298.750653
  nChanged 18
		SP:Iteration 34Q (30404.930000 sec): 3 clusters
  Score: Raw -587184.253746 + Penalty 2875.672172 = -584308.581574
  nChanged 18
		SP:Iteration 35Q (30405.130000 sec): 3 clusters
  Score: Raw -587195.105137 + Penalty 2875.672172 = -584319.432965
  nChanged 13
		SP:Iteration 36Q (30405.310000 sec): 3 clusters
  Score: Raw -587202.236724 + Penalty 2875.672172 = -584326.564552
  nChanged 16
		SP:Iteration 37Q (30405.500000 sec): 3 clusters
  Score: Raw -587213.237563 + Penalty 2875.672172 = -584337.565391
  nChanged 14
		SP:Iteration 38Q (30405.710000 sec): 3 clusters
  Score: Raw -587221.171316 + Penalty 2875.672172 = -584345.499143
  nChanged 12
		SP:Iteration 39Q (30405.930000 sec): 3 clusters
  Score: Raw -587227.474232 + Penalty 2875.672172 = -584351.802060
  nChanged 9
		SP:Iteration 40F (30406.110000 sec): 3 clusters
  Score: Raw -587230.797223 + Penalty 2875.672172 = -584355.125051
  nChanged 5
		SP:Iteration 41Q (30406.300000 sec): 3 clusters
  Score: Raw -587233.323648 + Penalty 2875.672172 = -584357.651476
  nChanged 4
		SP:Iteration 42Q (30406.480000 sec): 3 clusters
  Score: Raw -587236.183846 + Penalty 2875.672172 = -584360.511674
  nChanged 5
		SP:Iteration 43Q (30406.680000 sec): 3 clusters
  Score: Raw -587238.085191 + Penalty 2875.672172 = -584362.413019
  nChanged 4
		SP:Iteration 44Q (30406.810000 sec): 3 clusters
  Score: Raw -587240.046431 + Penalty 2875.672172 = -584364.374258
  nChanged 3
		SP:Iteration 45Q (30406.990000 sec): 3 clusters
  Score: Raw -587243.187099 + Penalty 2875.672172 = -584367.514927
  nChanged 7
		SP:Iteration 46Q (30407.260000 sec): 3 clusters
  Score: Raw -587247.095213 + Penalty 2875.672172 = -584371.423041
  nChanged 6
		SP:Iteration 47Q (30407.430000 sec): 3 clusters
  Score: Raw -587251.279123 + Penalty 2875.672172 = -584375.606951
  nChanged 4
		SP:Iteration 48Q (30407.680000 sec): 3 clusters
  Score: Raw -587253.541079 + Penalty 2875.672172 = -584377.868906
  nChanged 3
		SP:Iteration 49Q (30407.860000 sec): 3 clusters
  Score: Raw -587254.926071 + Penalty 2875.672172 = -584379.253899
  nChanged 1
		SP:Iteration 50Q (30408.080000 sec): 3 clusters
  Score: Raw -587255.291867 + Penalty 2875.672172 = -584379.619695
  nChanged 0
		SP:Iteration 51F (30408.280000 sec): 3 clusters
  Score: Raw -587255.291867 + Penalty 2875.672172 = -584379.619695
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 32 (34613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30408.580000 sec): 2 clusters
  Score: Raw -3643979.787240 + Penalty 1698.447500 = -3642281.339741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30408.950000 sec): 3 clusters
  Score: Raw -3622610.208847 + Penalty 3396.894999 = -3619213.313848
  nChanged 15910
		SP:Iteration 1F (30409.340000 sec): 3 clusters
  Score: Raw -3631372.284000 + Penalty 3396.894999 = -3627975.389001
  nChanged 1451
		SP:Iteration 2Q (30409.690000 sec): 3 clusters
  Score: Raw -3631798.655558 + Penalty 3396.894999 = -3628401.760559
  nChanged 1361
		SP:Iteration 3Q (30410.110000 sec): 3 clusters
  Score: Raw -3632189.279857 + Penalty 3396.894999 = -3628792.384858
  nChanged 1289
		SP:Iteration 4Q (30410.420000 sec): 3 clusters
  Score: Raw -3632574.745775 + Penalty 3396.894999 = -3629177.850776
  nChanged 1242
		SP:Iteration 5Q (30410.770000 sec): 3 clusters
  Score: Raw -3632962.185251 + Penalty 3396.894999 = -3629565.290252
  nChanged 1232
		SP:Iteration 6Q (30411.060000 sec): 3 clusters
  Score: Raw -3633386.912489 + Penalty 3396.894999 = -3629990.017489
  nChanged 1303
		SP:Iteration 7Q (30411.440000 sec): 3 clusters
  Score: Raw -3633887.966742 + Penalty 3396.894999 = -3630491.071743
  nChanged 1411
		SP:Iteration 8Q (30411.730000 sec): 3 clusters
  Score: Raw -3634485.447814 + Penalty 3396.894999 = -3631088.552815
  nChanged 1430
		SP:Iteration 9Q (30412.110000 sec): 3 clusters
  Score: Raw -3635139.426100 + Penalty 3396.894999 = -3631742.531100
  nChanged 1537
		SP:Iteration 10Q (30412.450000 sec): 3 clusters
  Score: Raw -3635918.973062 + Penalty 3396.894999 = -3632522.078063
  nChanged 1602
		SP:Iteration 11Q (30412.810000 sec): 3 clusters
  Score: Raw -3636804.072125 + Penalty 3396.894999 = -3633407.177126
  nChanged 1653
		SP:Iteration 12Q (30413.220000 sec): 3 clusters
  Score: Raw -3637810.783995 + Penalty 3396.894999 = -3634413.888996
  nChanged 1709
		SP:Iteration 13Q (30413.610000 sec): 3 clusters
  Score: Raw -3638925.541194 + Penalty 3396.894999 = -3635528.646195
  nChanged 1658
		SP:Iteration 14Q (30414.040000 sec): 3 clusters
  Score: Raw -3640060.922472 + Penalty 3396.894999 = -3636664.027473
  nChanged 1428
		SP:Iteration 15Q (30414.390000 sec): 3 clusters
  Score: Raw -3641086.540446 + Penalty 3396.894999 = -3637689.645446
  nChanged 1215
		SP:Iteration 16Q (30414.770000 sec): 3 clusters
  Score: Raw -3641949.691474 + Penalty 3396.894999 = -3638552.796475
  nChanged 944
		SP:Iteration 17Q (30415.140000 sec): 3 clusters
  Score: Raw -3642621.599306 + Penalty 3396.894999 = -3639224.704307
  nChanged 731
		SP:Iteration 18Q (30415.550000 sec): 3 clusters
  Score: Raw -3643152.317708 + Penalty 3396.894999 = -3639755.422709
  nChanged 529
		SP:Iteration 19Q (30415.870000 sec): 3 clusters
  Score: Raw -3643519.312567 + Penalty 3396.894999 = -3640122.417567
  nChanged 336
		SP:Iteration 20F (30416.210000 sec): 3 clusters
  Score: Raw -3643749.704383 + Penalty 3396.894999 = -3640352.809384
  nChanged 208
		SP:Iteration 21Q (30416.560000 sec): 3 clusters
  Score: Raw -3643901.121389 + Penalty 3396.894999 = -3640504.226389
  nChanged 146
		SP:Iteration 22Q (30416.890000 sec): 3 clusters
  Score: Raw -3643990.006518 + Penalty 3396.894999 = -3640593.111519
  nChanged 84
		SP:Iteration 23Q (30417.210000 sec): 3 clusters
  Score: Raw -3644046.822751 + Penalty 3396.894999 = -3640649.927752
  nChanged 60
		SP:Iteration 24Q (30417.550000 sec): 3 clusters
  Score: Raw -3644089.213990 + Penalty 3396.894999 = -3640692.318991
  nChanged 43
		SP:Iteration 25Q (30417.870000 sec): 3 clusters
  Score: Raw -3644116.122961 + Penalty 3396.894999 = -3640719.227962
  nChanged 30
		SP:Iteration 26Q (30418.180000 sec): 3 clusters
  Score: Raw -3644135.544069 + Penalty 3396.894999 = -3640738.649069
  nChanged 23
		SP:Iteration 27Q (30418.500000 sec): 3 clusters
  Score: Raw -3644152.983882 + Penalty 3396.894999 = -3640756.088883
  nChanged 20
		SP:Iteration 28Q (30418.870000 sec): 3 clusters
  Score: Raw -3644164.018034 + Penalty 3396.894999 = -3640767.123035
  nChanged 17
		SP:Iteration 29Q (30419.200000 sec): 3 clusters
  Score: Raw -3644180.942374 + Penalty 3396.894999 = -3640784.047375
  nChanged 23
		SP:Iteration 30Q (30419.530000 sec): 3 clusters
  Score: Raw -3644197.777460 + Penalty 3396.894999 = -3640800.882461
  nChanged 19
		SP:Iteration 31Q (30419.850000 sec): 3 clusters
  Score: Raw -3644212.517774 + Penalty 3396.894999 = -3640815.622775
  nChanged 13
		SP:Iteration 32Q (30420.220000 sec): 3 clusters
  Score: Raw -3644221.856974 + Penalty 3396.894999 = -3640824.961975
  nChanged 8
		SP:Iteration 33Q (30420.610000 sec): 3 clusters
  Score: Raw -3644226.477018 + Penalty 3396.894999 = -3640829.582019
  nChanged 5
		SP:Iteration 34Q (30420.920000 sec): 3 clusters
  Score: Raw -3644231.241563 + Penalty 3396.894999 = -3640834.346563
  nChanged 7
		SP:Iteration 35Q (30421.270000 sec): 3 clusters
  Score: Raw -3644235.107176 + Penalty 3396.894999 = -3640838.212177
  nChanged 4
		SP:Iteration 36Q (30421.640000 sec): 3 clusters
  Score: Raw -3644237.291009 + Penalty 3396.894999 = -3640840.396010
  nChanged 5
		SP:Iteration 37Q (30421.950000 sec): 3 clusters
  Score: Raw -3644241.185975 + Penalty 3396.894999 = -3640844.290976
  nChanged 5
		SP:Iteration 38Q (30422.290000 sec): 3 clusters
  Score: Raw -3644244.116618 + Penalty 3396.894999 = -3640847.221618
  nChanged 3
		SP:Iteration 39Q (30422.640000 sec): 3 clusters
  Score: Raw -3644245.640259 + Penalty 3396.894999 = -3640848.745260
  nChanged 2
		SP:Iteration 40F (30423.010000 sec): 3 clusters
  Score: Raw -3644246.467221 + Penalty 3396.894999 = -3640849.572222
  nChanged 1
		SP:Iteration 41Q (30423.300000 sec): 3 clusters
  Score: Raw -3644246.705644 + Penalty 3396.894999 = -3640849.810645
  nChanged 2
		SP:Iteration 42Q (30423.600000 sec): 3 clusters
  Score: Raw -3644248.794561 + Penalty 3396.894999 = -3640851.899562
  nChanged 2
		SP:Iteration 43Q (30423.970000 sec): 3 clusters
  Score: Raw -3644250.376917 + Penalty 3396.894999 = -3640853.481918
  nChanged 2
		SP:Iteration 44Q (30424.310000 sec): 3 clusters
  Score: Raw -3644251.969428 + Penalty 3396.894999 = -3640855.074429
  nChanged 2
		SP:Iteration 45Q (30424.660000 sec): 3 clusters
  Score: Raw -3644253.347584 + Penalty 3396.894999 = -3640856.452584
  nChanged 2
		SP:Iteration 46Q (30425.000000 sec): 3 clusters
  Score: Raw -3644253.988255 + Penalty 3396.894999 = -3640857.093256
  nChanged 0
		SP:Iteration 47F (30425.330000 sec): 3 clusters
  Score: Raw -3644253.988255 + Penalty 3396.894999 = -3640857.093256
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 33 (11962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30425.510000 sec): 2 clusters
  Score: Raw -1166866.162606 + Penalty 1525.792164 = -1165340.370442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30425.750000 sec): 3 clusters
  Score: Raw -1159962.522442 + Penalty 3051.584327 = -1156910.938115
  nChanged 5214
		SP:Iteration 1F (30426.010000 sec): 3 clusters
  Score: Raw -1162806.723727 + Penalty 3051.584327 = -1159755.139400
  nChanged 756
		SP:Iteration 2F (30426.280000 sec): 3 clusters
  Score: Raw -1163190.954009 + Penalty 3051.584327 = -1160139.369682
  nChanged 718
		SP:Iteration 3F (30426.570000 sec): 3 clusters
  Score: Raw -1163576.886436 + Penalty 3051.584327 = -1160525.302109
  nChanged 688
		SP:Iteration 4F (30426.770000 sec): 3 clusters
  Score: Raw -1163946.999492 + Penalty 3051.584327 = -1160895.415165
  nChanged 602
		SP:Iteration 5F (30426.970000 sec): 3 clusters
  Score: Raw -1164272.118816 + Penalty 3051.584327 = -1161220.534489
  nChanged 594
		SP:Iteration 6Q (30427.210000 sec): 3 clusters
  Score: Raw -1164557.297687 + Penalty 3051.584327 = -1161505.713359
  nChanged 499
		SP:Iteration 7Q (30427.490000 sec): 3 clusters
  Score: Raw -1164792.788632 + Penalty 3051.584327 = -1161741.204305
  nChanged 417
		SP:Iteration 8Q (30427.690000 sec): 3 clusters
  Score: Raw -1164952.601240 + Penalty 3051.584327 = -1161901.016913
  nChanged 354
		SP:Iteration 9Q (30427.890000 sec): 3 clusters
  Score: Raw -1165090.189772 + Penalty 3051.584327 = -1162038.605445
  nChanged 311
		SP:Iteration 10Q (30428.080000 sec): 3 clusters
  Score: Raw -1165208.701110 + Penalty 3051.584327 = -1162157.116782
  nChanged 268
		SP:Iteration 11Q (30428.270000 sec): 3 clusters
  Score: Raw -1165306.804892 + Penalty 3051.584327 = -1162255.220565
  nChanged 244
		SP:Iteration 12Q (30428.490000 sec): 3 clusters
  Score: Raw -1165393.610567 + Penalty 3051.584327 = -1162342.026239
  nChanged 197
		SP:Iteration 13Q (30428.710000 sec): 3 clusters
  Score: Raw -1165466.159709 + Penalty 3051.584327 = -1162414.575382
  nChanged 202
		SP:Iteration 14Q (30428.910000 sec): 3 clusters
  Score: Raw -1165536.129844 + Penalty 3051.584327 = -1162484.545517
  nChanged 182
		SP:Iteration 15Q (30429.140000 sec): 3 clusters
  Score: Raw -1165603.901083 + Penalty 3051.584327 = -1162552.316755
  nChanged 208
		SP:Iteration 16Q (30429.410000 sec): 3 clusters
  Score: Raw -1165676.534575 + Penalty 3051.584327 = -1162624.950247
  nChanged 166
		SP:Iteration 17Q (30429.660000 sec): 3 clusters
  Score: Raw -1165733.543548 + Penalty 3051.584327 = -1162681.959221
  nChanged 157
		SP:Iteration 18Q (30429.950000 sec): 3 clusters
  Score: Raw -1165791.311761 + Penalty 3051.584327 = -1162739.727434
  nChanged 160
		SP:Iteration 19Q (30430.180000 sec): 3 clusters
  Score: Raw -1165850.026877 + Penalty 3051.584327 = -1162798.442550
  nChanged 162
		SP:Iteration 20F (30430.400000 sec): 3 clusters
  Score: Raw -1165909.784908 + Penalty 3051.584327 = -1162858.200581
  nChanged 161
		SP:Iteration 21Q (30430.680000 sec): 3 clusters
  Score: Raw -1165972.050020 + Penalty 3051.584327 = -1162920.465693
  nChanged 163
		SP:Iteration 22Q (30430.910000 sec): 3 clusters
  Score: Raw -1166031.852309 + Penalty 3051.584327 = -1162980.267982
  nChanged 152
		SP:Iteration 23Q (30431.140000 sec): 3 clusters
  Score: Raw -1166087.888579 + Penalty 3051.584327 = -1163036.304252
  nChanged 130
		SP:Iteration 24Q (30431.380000 sec): 3 clusters
  Score: Raw -1166137.131980 + Penalty 3051.584327 = -1163085.547653
  nChanged 134
		SP:Iteration 25Q (30431.590000 sec): 3 clusters
  Score: Raw -1166190.189721 + Penalty 3051.584327 = -1163138.605394
  nChanged 151
		SP:Iteration 26Q (30431.810000 sec): 3 clusters
  Score: Raw -1166248.499887 + Penalty 3051.584327 = -1163196.915560
  nChanged 129
		SP:Iteration 27Q (30432.040000 sec): 3 clusters
  Score: Raw -1166294.058988 + Penalty 3051.584327 = -1163242.474661
  nChanged 136
		SP:Iteration 28Q (30432.260000 sec): 3 clusters
  Score: Raw -1166346.532225 + Penalty 3051.584327 = -1163294.947898
  nChanged 131
		SP:Iteration 29Q (30432.450000 sec): 3 clusters
  Score: Raw -1166402.568496 + Penalty 3051.584327 = -1163350.984169
  nChanged 122
		SP:Iteration 30Q (30432.670000 sec): 3 clusters
  Score: Raw -1166446.607338 + Penalty 3051.584327 = -1163395.023011
  nChanged 121
		SP:Iteration 31Q (30432.900000 sec): 3 clusters
  Score: Raw -1166492.955069 + Penalty 3051.584327 = -1163441.370742
  nChanged 121
		SP:Iteration 32Q (30433.150000 sec): 3 clusters
  Score: Raw -1166543.525833 + Penalty 3051.584327 = -1163491.941506
  nChanged 135
		SP:Iteration 33Q (30433.400000 sec): 3 clusters
  Score: Raw -1166602.802756 + Penalty 3051.584327 = -1163551.218429
  nChanged 124
		SP:Iteration 34Q (30433.620000 sec): 3 clusters
  Score: Raw -1166657.155470 + Penalty 3051.584327 = -1163605.571142
  nChanged 108
		SP:Iteration 35Q (30433.880000 sec): 3 clusters
  Score: Raw -1166702.570894 + Penalty 3051.584327 = -1163650.986566
  nChanged 103
		SP:Iteration 36Q (30434.120000 sec): 3 clusters
  Score: Raw -1166747.048671 + Penalty 3051.584327 = -1163695.464344
  nChanged 115
		SP:Iteration 37Q (30434.390000 sec): 3 clusters
  Score: Raw -1166792.248492 + Penalty 3051.584327 = -1163740.664165
  nChanged 98
		SP:Iteration 38Q (30434.640000 sec): 3 clusters
  Score: Raw -1166832.934532 + Penalty 3051.584327 = -1163781.350205
  nChanged 98
		SP:Iteration 39Q (30434.900000 sec): 3 clusters
  Score: Raw -1166868.336195 + Penalty 3051.584327 = -1163816.751868
  nChanged 99
		SP:Iteration 40F (30435.130000 sec): 3 clusters
  Score: Raw -1166905.385285 + Penalty 3051.584327 = -1163853.800957
  nChanged 68
		SP:Iteration 41Q (30435.380000 sec): 3 clusters
  Score: Raw -1166933.290037 + Penalty 3051.584327 = -1163881.705710
  nChanged 66
		SP:Iteration 42Q (30435.630000 sec): 3 clusters
  Score: Raw -1166964.747934 + Penalty 3051.584327 = -1163913.163607
  nChanged 67
		SP:Iteration 43Q (30435.890000 sec): 3 clusters
  Score: Raw -1166986.705610 + Penalty 3051.584327 = -1163935.121283
  nChanged 58
		SP:Iteration 44Q (30436.110000 sec): 3 clusters
  Score: Raw -1167005.513331 + Penalty 3051.584327 = -1163953.929004
  nChanged 62
		SP:Iteration 45Q (30436.290000 sec): 3 clusters
  Score: Raw -1167028.400260 + Penalty 3051.584327 = -1163976.815932
  nChanged 54
		SP:Iteration 46Q (30436.520000 sec): 3 clusters
  Score: Raw -1167049.535601 + Penalty 3051.584327 = -1163997.951273
  nChanged 47
		SP:Iteration 47Q (30436.760000 sec): 3 clusters
  Score: Raw -1167067.176010 + Penalty 3051.584327 = -1164015.591683
  nChanged 49
		SP:Iteration 48Q (30436.970000 sec): 3 clusters
  Score: Raw -1167087.430340 + Penalty 3051.584327 = -1164035.846013
  nChanged 56
		SP:Iteration 49Q (30437.210000 sec): 3 clusters
  Score: Raw -1167108.180134 + Penalty 3051.584327 = -1164056.595807
  nChanged 43
		SP:Iteration 50Q (30437.430000 sec): 3 clusters
  Score: Raw -1167123.106767 + Penalty 3051.584327 = -1164071.522440
  nChanged 29
		SP:Iteration 51Q (30437.640000 sec): 3 clusters
  Score: Raw -1167135.893176 + Penalty 3051.584327 = -1164084.308848
  nChanged 33
		SP:Iteration 52Q (30437.880000 sec): 3 clusters
  Score: Raw -1167145.943897 + Penalty 3051.584327 = -1164094.359570
  nChanged 25
		SP:Iteration 53Q (30438.100000 sec): 3 clusters
  Score: Raw -1167157.912290 + Penalty 3051.584327 = -1164106.327963
  nChanged 30
		SP:Iteration 54Q (30438.350000 sec): 3 clusters
  Score: Raw -1167172.794877 + Penalty 3051.584327 = -1164121.210550
  nChanged 30
		SP:Iteration 55Q (30438.590000 sec): 3 clusters
  Score: Raw -1167187.349113 + Penalty 3051.584327 = -1164135.764786
  nChanged 38
		SP:Iteration 56Q (30438.870000 sec): 3 clusters
  Score: Raw -1167209.873389 + Penalty 3051.584327 = -1164158.289062
  nChanged 44
		SP:Iteration 57Q (30439.160000 sec): 3 clusters
  Score: Raw -1167232.204640 + Penalty 3051.584327 = -1164180.620313
  nChanged 42
		SP:Iteration 58Q (30439.380000 sec): 3 clusters
  Score: Raw -1167252.159183 + Penalty 3051.584327 = -1164200.574856
  nChanged 38
		SP:Iteration 59Q (30439.620000 sec): 3 clusters
  Score: Raw -1167266.996099 + Penalty 3051.584327 = -1164215.411772
  nChanged 31
		SP:Iteration 60F (30439.840000 sec): 3 clusters
  Score: Raw -1167282.318974 + Penalty 3051.584327 = -1164230.734647
  nChanged 36
		SP:Iteration 61Q (30440.060000 sec): 3 clusters
  Score: Raw -1167306.577188 + Penalty 3051.584327 = -1164254.992861
  nChanged 39
		SP:Iteration 62Q (30440.350000 sec): 3 clusters
  Score: Raw -1167337.914523 + Penalty 3051.584327 = -1164286.330196
  nChanged 36
		SP:Iteration 63Q (30440.590000 sec): 3 clusters
  Score: Raw -1167361.569228 + Penalty 3051.584327 = -1164309.984901
  nChanged 34
		SP:Iteration 64Q (30440.840000 sec): 3 clusters
  Score: Raw -1167386.157585 + Penalty 3051.584327 = -1164334.573258
  nChanged 32
		SP:Iteration 65Q (30441.090000 sec): 3 clusters
  Score: Raw -1167404.828908 + Penalty 3051.584327 = -1164353.244580
  nChanged 27
		SP:Iteration 66Q (30441.330000 sec): 3 clusters
  Score: Raw -1167422.165904 + Penalty 3051.584327 = -1164370.581577
  nChanged 24
		SP:Iteration 67Q (30441.580000 sec): 3 clusters
  Score: Raw -1167437.321996 + Penalty 3051.584327 = -1164385.737669
  nChanged 21
		SP:Iteration 68Q (30441.840000 sec): 3 clusters
  Score: Raw -1167446.846230 + Penalty 3051.584327 = -1164395.261903
  nChanged 8
		SP:Iteration 69Q (30442.080000 sec): 3 clusters
  Score: Raw -1167450.800071 + Penalty 3051.584327 = -1164399.215744
  nChanged 8
		SP:Iteration 70Q (30442.330000 sec): 3 clusters
  Score: Raw -1167454.207580 + Penalty 3051.584327 = -1164402.623252
  nChanged 9
		SP:Iteration 71Q (30442.550000 sec): 3 clusters
  Score: Raw -1167458.979927 + Penalty 3051.584327 = -1164407.395600
  nChanged 3
		SP:Iteration 72Q (30442.820000 sec): 3 clusters
  Score: Raw -1167460.117801 + Penalty 3051.584327 = -1164408.533473
  nChanged 3
		SP:Iteration 73Q (30443.080000 sec): 3 clusters
  Score: Raw -1167463.368420 + Penalty 3051.584327 = -1164411.784093
  nChanged 5
		SP:Iteration 74Q (30443.270000 sec): 3 clusters
  Score: Raw -1167465.393044 + Penalty 3051.584327 = -1164413.808716
  nChanged 4
		SP:Iteration 75Q (30443.550000 sec): 3 clusters
  Score: Raw -1167468.006339 + Penalty 3051.584327 = -1164416.422012
  nChanged 2
		SP:Iteration 76Q (30443.780000 sec): 3 clusters
  Score: Raw -1167468.819969 + Penalty 3051.584327 = -1164417.235641
  nChanged 3
		SP:Iteration 77Q (30444.040000 sec): 3 clusters
  Score: Raw -1167470.368272 + Penalty 3051.584327 = -1164418.783945
  nChanged 6
		SP:Iteration 78Q (30444.250000 sec): 3 clusters
  Score: Raw -1167472.941502 + Penalty 3051.584327 = -1164421.357174
  nChanged 10
		SP:Iteration 79Q (30444.440000 sec): 3 clusters
  Score: Raw -1167479.410887 + Penalty 3051.584327 = -1164427.826560
  nChanged 11
		SP:Iteration 80F (30444.660000 sec): 3 clusters
  Score: Raw -1167485.728241 + Penalty 3051.584327 = -1164434.143914
  nChanged 9
		SP:Iteration 81Q (30444.800000 sec): 3 clusters
  Score: Raw -1167490.516666 + Penalty 3051.584327 = -1164438.932338
  nChanged 5
		SP:Iteration 82Q (30445.040000 sec): 3 clusters
  Score: Raw -1167494.405939 + Penalty 3051.584327 = -1164442.821612
  nChanged 6
		SP:Iteration 83Q (30445.220000 sec): 3 clusters
  Score: Raw -1167497.664141 + Penalty 3051.584327 = -1164446.079814
  nChanged 6
		SP:Iteration 84Q (30445.420000 sec): 3 clusters
  Score: Raw -1167500.451605 + Penalty 3051.584327 = -1164448.867278
  nChanged 3
		SP:Iteration 85Q (30445.620000 sec): 3 clusters
  Score: Raw -1167501.297412 + Penalty 3051.584327 = -1164449.713084
  nChanged 0
		SP:Iteration 86F (30445.870000 sec): 3 clusters
  Score: Raw -1167501.297412 + Penalty 3051.584327 = -1164449.713084
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 34 (9632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30445.970000 sec): 2 clusters
  Score: Raw -1015225.666846 + Penalty 1490.587502 = -1013735.079344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30446.190000 sec): 3 clusters
  Score: Raw -1009775.374575 + Penalty 2981.175004 = -1006794.199571
  nChanged 4171
		SP:Iteration 1F (30446.420000 sec): 3 clusters
  Score: Raw -1012109.738202 + Penalty 2981.175004 = -1009128.563197
  nChanged 567
		SP:Iteration 2F (30446.600000 sec): 3 clusters
  Score: Raw -1012326.058441 + Penalty 2981.175004 = -1009344.883437
  nChanged 462
		SP:Iteration 3Q (30446.800000 sec): 3 clusters
  Score: Raw -1012501.616145 + Penalty 2981.175004 = -1009520.441141
  nChanged 364
		SP:Iteration 4Q (30447.020000 sec): 3 clusters
  Score: Raw -1012639.786431 + Penalty 2981.175004 = -1009658.611427
  nChanged 338
		SP:Iteration 5Q (30447.320000 sec): 3 clusters
  Score: Raw -1012753.724061 + Penalty 2981.175004 = -1009772.549056
  nChanged 287
		SP:Iteration 6Q (30447.570000 sec): 3 clusters
  Score: Raw -1012868.566813 + Penalty 2981.175004 = -1009887.391809
  nChanged 290
		SP:Iteration 7Q (30447.780000 sec): 3 clusters
  Score: Raw -1012986.208964 + Penalty 2981.175004 = -1010005.033959
  nChanged 307
		SP:Iteration 8Q (30448.000000 sec): 3 clusters
  Score: Raw -1013119.184232 + Penalty 2981.175004 = -1010138.009227
  nChanged 280
		SP:Iteration 9Q (30448.180000 sec): 3 clusters
  Score: Raw -1013264.910223 + Penalty 2981.175004 = -1010283.735218
  nChanged 324
		SP:Iteration 10Q (30448.400000 sec): 3 clusters
  Score: Raw -1013449.425494 + Penalty 2981.175004 = -1010468.250489
  nChanged 350
		SP:Iteration 11Q (30448.620000 sec): 3 clusters
  Score: Raw -1013648.687490 + Penalty 2981.175004 = -1010667.512485
  nChanged 349
		SP:Iteration 12Q (30448.880000 sec): 3 clusters
  Score: Raw -1013828.857111 + Penalty 2981.175004 = -1010847.682106
  nChanged 301
		SP:Iteration 13Q (30449.190000 sec): 3 clusters
  Score: Raw -1013973.146891 + Penalty 2981.175004 = -1010991.971887
  nChanged 267
		SP:Iteration 14Q (30449.410000 sec): 3 clusters
  Score: Raw -1014079.195302 + Penalty 2981.175004 = -1011098.020298
  nChanged 194
		SP:Iteration 15Q (30449.570000 sec): 3 clusters
  Score: Raw -1014146.461092 + Penalty 2981.175004 = -1011165.286088
  nChanged 136
		SP:Iteration 16Q (30449.820000 sec): 3 clusters
  Score: Raw -1014189.823023 + Penalty 2981.175004 = -1011208.648018
  nChanged 119
		SP:Iteration 17Q (30450.060000 sec): 3 clusters
  Score: Raw -1014223.996648 + Penalty 2981.175004 = -1011242.821644
  nChanged 88
		SP:Iteration 18Q (30450.300000 sec): 3 clusters
  Score: Raw -1014249.355197 + Penalty 2981.175004 = -1011268.180193
  nChanged 64
		SP:Iteration 19Q (30450.530000 sec): 3 clusters
  Score: Raw -1014266.727719 + Penalty 2981.175004 = -1011285.552714
  nChanged 66
		SP:Iteration 20F (30450.770000 sec): 3 clusters
  Score: Raw -1014280.560430 + Penalty 2981.175004 = -1011299.385426
  nChanged 54
		SP:Iteration 21Q (30450.980000 sec): 3 clusters
  Score: Raw -1014291.646521 + Penalty 2981.175004 = -1011310.471517
  nChanged 49
		SP:Iteration 22Q (30451.260000 sec): 3 clusters
  Score: Raw -1014302.047439 + Penalty 2981.175004 = -1011320.872435
  nChanged 47
		SP:Iteration 23Q (30451.500000 sec): 3 clusters
  Score: Raw -1014311.208357 + Penalty 2981.175004 = -1011330.033352
  nChanged 35
		SP:Iteration 24Q (30451.730000 sec): 3 clusters
  Score: Raw -1014318.012145 + Penalty 2981.175004 = -1011336.837141
  nChanged 32
		SP:Iteration 25Q (30451.970000 sec): 3 clusters
  Score: Raw -1014322.695513 + Penalty 2981.175004 = -1011341.520508
  nChanged 30
		SP:Iteration 26Q (30452.210000 sec): 3 clusters
  Score: Raw -1014326.601949 + Penalty 2981.175004 = -1011345.426944
  nChanged 13
		SP:Iteration 27Q (30452.410000 sec): 3 clusters
  Score: Raw -1014327.852361 + Penalty 2981.175004 = -1011346.677357
  nChanged 6
		SP:Iteration 28Q (30452.630000 sec): 3 clusters
  Score: Raw -1014328.705161 + Penalty 2981.175004 = -1011347.530157
  nChanged 8
		SP:Iteration 29Q (30452.880000 sec): 3 clusters
  Score: Raw -1014329.739878 + Penalty 2981.175004 = -1011348.564874
  nChanged 9
		SP:Iteration 30Q (30453.110000 sec): 3 clusters
  Score: Raw -1014330.854169 + Penalty 2981.175004 = -1011349.679164
  nChanged 5
		SP:Iteration 31Q (30453.310000 sec): 3 clusters
  Score: Raw -1014331.374405 + Penalty 2981.175004 = -1011350.199400
  nChanged 4
		SP:Iteration 32Q (30453.510000 sec): 3 clusters
  Score: Raw -1014331.753241 + Penalty 2981.175004 = -1011350.578236
  nChanged 3
		SP:Iteration 33Q (30453.730000 sec): 3 clusters
  Score: Raw -1014332.233411 + Penalty 2981.175004 = -1011351.058406
  nChanged 7
		SP:Iteration 34Q (30453.960000 sec): 3 clusters
  Score: Raw -1014333.427036 + Penalty 2981.175004 = -1011352.252031
  nChanged 8
		SP:Iteration 35Q (30454.150000 sec): 3 clusters
  Score: Raw -1014334.698955 + Penalty 2981.175004 = -1011353.523951
  nChanged 12
		SP:Iteration 36Q (30454.370000 sec): 3 clusters
  Score: Raw -1014336.184738 + Penalty 2981.175004 = -1011355.009733
  nChanged 12
		SP:Iteration 37Q (30454.660000 sec): 3 clusters
  Score: Raw -1014337.578628 + Penalty 2981.175004 = -1011356.403624
  nChanged 10
		SP:Iteration 38Q (30454.840000 sec): 3 clusters
  Score: Raw -1014338.397346 + Penalty 2981.175004 = -1011357.222341
  nChanged 4
		SP:Iteration 39Q (30455.110000 sec): 3 clusters
  Score: Raw -1014338.808138 + Penalty 2981.175004 = -1011357.633134
  nChanged 3
		SP:Iteration 40F (30455.310000 sec): 3 clusters
  Score: Raw -1014339.012602 + Penalty 2981.175004 = -1011357.837598
  nChanged 1
		SP:Iteration 41Q (30455.600000 sec): 3 clusters
  Score: Raw -1014339.114215 + Penalty 2981.175004 = -1011357.939210
  nChanged 2
		SP:Iteration 42Q (30455.800000 sec): 3 clusters
  Score: Raw -1014339.359733 + Penalty 2981.175004 = -1011358.184728
  nChanged 1
		SP:Iteration 43Q (30456.050000 sec): 3 clusters
  Score: Raw -1014339.404684 + Penalty 2981.175004 = -1011358.229680
  nChanged 1
		SP:Iteration 44Q (30456.260000 sec): 3 clusters
  Score: Raw -1014339.518197 + Penalty 2981.175004 = -1011358.343193
  nChanged 0
		SP:Iteration 45F (30456.500000 sec): 3 clusters
  Score: Raw -1014339.518197 + Penalty 2981.175004 = -1011358.343193
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 35 (2258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30456.650000 sec): 2 clusters
  Score: Raw -214004.914396 + Penalty 1254.863146 = -212750.051250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30456.870000 sec): 3 clusters
  Score: Raw -213003.368452 + Penalty 2509.726292 = -210493.642160
  nChanged 822
		SP:Iteration 1F (30457.060000 sec): 3 clusters
  Score: Raw -213577.586865 + Penalty 2509.726292 = -211067.860572
  nChanged 169
		SP:Iteration 2F (30457.260000 sec): 3 clusters
  Score: Raw -213690.437702 + Penalty 2509.726292 = -211180.711410
  nChanged 101
		SP:Iteration 3Q (30457.460000 sec): 3 clusters
  Score: Raw -213778.891960 + Penalty 2509.726292 = -211269.165668
  nChanged 95
		SP:Iteration 4Q (30457.640000 sec): 3 clusters
  Score: Raw -213857.532716 + Penalty 2509.726292 = -211347.806424
  nChanged 65
		SP:Iteration 5Q (30457.840000 sec): 3 clusters
  Score: Raw -213902.114869 + Penalty 2509.726292 = -211392.388577
  nChanged 48
		SP:Iteration 6Q (30457.980000 sec): 3 clusters
  Score: Raw -213933.653274 + Penalty 2509.726292 = -211423.926982
  nChanged 43
		SP:Iteration 7Q (30458.170000 sec): 3 clusters
  Score: Raw -213964.113906 + Penalty 2509.726292 = -211454.387614
  nChanged 50
		SP:Iteration 8Q (30458.340000 sec): 3 clusters
  Score: Raw -214005.835505 + Penalty 2509.726292 = -211496.109213
  nChanged 41
		SP:Iteration 9Q (30458.570000 sec): 3 clusters
  Score: Raw -214049.353259 + Penalty 2509.726292 = -211539.626967
  nChanged 48
		SP:Iteration 10Q (30458.730000 sec): 3 clusters
  Score: Raw -214088.888141 + Penalty 2509.726292 = -211579.161849
  nChanged 41
		SP:Iteration 11Q (30458.960000 sec): 3 clusters
  Score: Raw -214122.018168 + Penalty 2509.726292 = -211612.291876
  nChanged 37
		SP:Iteration 12Q (30459.140000 sec): 3 clusters
  Score: Raw -214157.115802 + Penalty 2509.726292 = -211647.389510
  nChanged 37
		SP:Iteration 13Q (30459.290000 sec): 3 clusters
  Score: Raw -214191.230434 + Penalty 2509.726292 = -211681.504142
  nChanged 35
		SP:Iteration 14Q (30459.500000 sec): 3 clusters
  Score: Raw -214220.279911 + Penalty 2509.726292 = -211710.553619
  nChanged 31
		SP:Iteration 15Q (30459.660000 sec): 3 clusters
  Score: Raw -214243.808515 + Penalty 2509.726292 = -211734.082223
  nChanged 19
		SP:Iteration 16Q (30459.810000 sec): 3 clusters
  Score: Raw -214253.735298 + Penalty 2509.726292 = -211744.009006
  nChanged 12
		SP:Iteration 17Q (30459.990000 sec): 3 clusters
  Score: Raw -214260.159349 + Penalty 2509.726292 = -211750.433057
  nChanged 5
		SP:Iteration 18Q (30460.210000 sec): 3 clusters
  Score: Raw -214263.341868 + Penalty 2509.726292 = -211753.615576
  nChanged 6
		SP:Iteration 19Q (30460.390000 sec): 3 clusters
  Score: Raw -214266.809288 + Penalty 2509.726292 = -211757.082996
  nChanged 4
		SP:Iteration 20F (30460.570000 sec): 3 clusters
  Score: Raw -214269.933502 + Penalty 2509.726292 = -211760.207210
  nChanged 5
		SP:Iteration 21Q (30460.770000 sec): 3 clusters
  Score: Raw -214272.014948 + Penalty 2509.726292 = -211762.288656
  nChanged 3
		SP:Iteration 22Q (30460.990000 sec): 3 clusters
  Score: Raw -214273.646778 + Penalty 2509.726292 = -211763.920486
  nChanged 2
		SP:Iteration 23Q (30461.150000 sec): 3 clusters
  Score: Raw -214274.467289 + Penalty 2509.726292 = -211764.740997
  nChanged 1
		SP:Iteration 24Q (30461.340000 sec): 3 clusters
  Score: Raw -214275.430947 + Penalty 2509.726292 = -211765.704655
  nChanged 1
		SP:Iteration 25Q (30461.530000 sec): 3 clusters
  Score: Raw -214275.691613 + Penalty 2509.726292 = -211765.965321
  nChanged 1
		SP:Iteration 26Q (30461.670000 sec): 3 clusters
  Score: Raw -214276.626305 + Penalty 2509.726292 = -211766.900013
  nChanged 0
		SP:Iteration 27F (30461.880000 sec): 3 clusters
  Score: Raw -214276.626305 + Penalty 2509.726292 = -211766.900013
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 36 (2248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30461.970000 sec): 2 clusters
  Score: Raw -203159.803137 + Penalty 1254.141884 = -201905.661253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30462.190000 sec): 3 clusters
  Score: Raw -202190.033747 + Penalty 2508.283769 = -199681.749978
  nChanged 845
		SP:Iteration 1F (30462.400000 sec): 3 clusters
  Score: Raw -202778.025827 + Penalty 2508.283769 = -200269.742058
  nChanged 189
		SP:Iteration 2F (30462.580000 sec): 3 clusters
  Score: Raw -202944.860852 + Penalty 2508.283769 = -200436.577084
  nChanged 132
		SP:Iteration 3F (30462.740000 sec): 3 clusters
  Score: Raw -203045.065748 + Penalty 2508.283769 = -200536.781980
  nChanged 101
		SP:Iteration 4Q (30462.940000 sec): 3 clusters
  Score: Raw -203116.298917 + Penalty 2508.283769 = -200608.015148
  nChanged 77
		SP:Iteration 5Q (30463.150000 sec): 3 clusters
  Score: Raw -203165.872421 + Penalty 2508.283769 = -200657.588652
  nChanged 54
		SP:Iteration 6Q (30463.370000 sec): 3 clusters
  Score: Raw -203209.970082 + Penalty 2508.283769 = -200701.686313
  nChanged 52
		SP:Iteration 7Q (30463.540000 sec): 3 clusters
  Score: Raw -203247.875176 + Penalty 2508.283769 = -200739.591407
  nChanged 48
		SP:Iteration 8Q (30463.720000 sec): 3 clusters
  Score: Raw -203273.998000 + Penalty 2508.283769 = -200765.714232
  nChanged 36
		SP:Iteration 9Q (30463.890000 sec): 3 clusters
  Score: Raw -203294.211889 + Penalty 2508.283769 = -200785.928121
  nChanged 30
		SP:Iteration 10Q (30464.060000 sec): 3 clusters
  Score: Raw -203309.030352 + Penalty 2508.283769 = -200800.746583
  nChanged 24
		SP:Iteration 11Q (30464.250000 sec): 3 clusters
  Score: Raw -203318.003343 + Penalty 2508.283769 = -200809.719575
  nChanged 11
		SP:Iteration 12Q (30464.480000 sec): 3 clusters
  Score: Raw -203321.529395 + Penalty 2508.283769 = -200813.245626
  nChanged 8
		SP:Iteration 13Q (30464.660000 sec): 3 clusters
  Score: Raw -203326.095810 + Penalty 2508.283769 = -200817.812042
  nChanged 8
		SP:Iteration 14Q (30464.830000 sec): 3 clusters
  Score: Raw -203329.893453 + Penalty 2508.283769 = -200821.609684
  nChanged 9
		SP:Iteration 15Q (30465.040000 sec): 3 clusters
  Score: Raw -203333.868901 + Penalty 2508.283769 = -200825.585133
  nChanged 7
		SP:Iteration 16Q (30465.230000 sec): 3 clusters
  Score: Raw -203335.866844 + Penalty 2508.283769 = -200827.583075
  nChanged 5
		SP:Iteration 17Q (30465.430000 sec): 3 clusters
  Score: Raw -203338.935184 + Penalty 2508.283769 = -200830.651415
  nChanged 8
		SP:Iteration 18Q (30465.660000 sec): 3 clusters
  Score: Raw -203343.187138 + Penalty 2508.283769 = -200834.903370
  nChanged 4
		SP:Iteration 19Q (30465.860000 sec): 3 clusters
  Score: Raw -203344.456078 + Penalty 2508.283769 = -200836.172309
  nChanged 3
		SP:Iteration 20F (30466.040000 sec): 3 clusters
  Score: Raw -203346.584099 + Penalty 2508.283769 = -200838.300330
  nChanged 4
		SP:Iteration 21Q (30466.220000 sec): 3 clusters
  Score: Raw -203348.891163 + Penalty 2508.283769 = -200840.607394
  nChanged 4
		SP:Iteration 22Q (30466.430000 sec): 3 clusters
  Score: Raw -203350.320949 + Penalty 2508.283769 = -200842.037181
  nChanged 4
		SP:Iteration 23Q (30466.600000 sec): 3 clusters
  Score: Raw -203351.404155 + Penalty 2508.283769 = -200843.120386
  nChanged 2
		SP:Iteration 24Q (30466.800000 sec): 3 clusters
  Score: Raw -203352.028923 + Penalty 2508.283769 = -200843.745155
  nChanged 2
		SP:Iteration 25Q (30467.000000 sec): 3 clusters
  Score: Raw -203353.031839 + Penalty 2508.283769 = -200844.748070
  nChanged 2
		SP:Iteration 26Q (30467.150000 sec): 3 clusters
  Score: Raw -203353.451952 + Penalty 2508.283769 = -200845.168183
  nChanged 0
		SP:Iteration 27F (30467.380000 sec): 3 clusters
  Score: Raw -203353.451952 + Penalty 2508.283769 = -200845.168183
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 37 (1675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30467.440000 sec): 2 clusters
  Score: Raw -146626.211861 + Penalty 1206.329872 = -145419.881989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30467.640000 sec): 3 clusters
  Score: Raw -145990.468430 + Penalty 2412.659744 = -143577.808686
  nChanged 578
		SP:Iteration 1F (30467.850000 sec): 3 clusters
  Score: Raw -146626.663164 + Penalty 2412.659744 = -144214.003419
  nChanged 214
		SP:Iteration 2F (30468.020000 sec): 3 clusters
  Score: Raw -147029.767928 + Penalty 2412.659744 = -144617.108184
  nChanged 153
		SP:Iteration 3F (30468.180000 sec): 3 clusters
  Score: Raw -147281.192586 + Penalty 2412.659744 = -144868.532842
  nChanged 94
		SP:Iteration 4F (30468.340000 sec): 3 clusters
  Score: Raw -147449.212513 + Penalty 2412.659744 = -145036.552768
  nChanged 78
		SP:Iteration 5Q (30468.540000 sec): 3 clusters
  Score: Raw -147555.796762 + Penalty 2412.659744 = -145143.137018
  nChanged 41
		SP:Iteration 6Q (30468.700000 sec): 3 clusters
  Score: Raw -147591.829206 + Penalty 2412.659744 = -145179.169462
  nChanged 17
		SP:Iteration 7Q (30468.870000 sec): 3 clusters
  Score: Raw -147602.273383 + Penalty 2412.659744 = -145189.613639
  nChanged 11
		SP:Iteration 8Q (30469.090000 sec): 3 clusters
  Score: Raw -147611.201346 + Penalty 2412.659744 = -145198.541601
  nChanged 6
		SP:Iteration 9Q (30469.260000 sec): 3 clusters
  Score: Raw -147613.687979 + Penalty 2412.659744 = -145201.028235
  nChanged 4
		SP:Iteration 10Q (30469.440000 sec): 3 clusters
  Score: Raw -147616.853368 + Penalty 2412.659744 = -145204.193624
  nChanged 3
		SP:Iteration 11Q (30469.680000 sec): 3 clusters
  Score: Raw -147618.445680 + Penalty 2412.659744 = -145205.785935
  nChanged 1
		SP:Iteration 12Q (30469.850000 sec): 3 clusters
  Score: Raw -147619.279906 + Penalty 2412.659744 = -145206.620162
  nChanged 0
		SP:Iteration 13F (30470.050000 sec): 3 clusters
  Score: Raw -147619.279906 + Penalty 2412.659744 = -145206.620162
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 38 (13378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30470.170000 sec): 2 clusters
  Score: Raw -1424552.134781 + Penalty 1543.972112 = -1423008.162669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30470.400000 sec): 3 clusters
  Score: Raw -1416732.280556 + Penalty 3087.944225 = -1413644.336332
  nChanged 5921
		SP:Iteration 1F (30470.640000 sec): 3 clusters
  Score: Raw -1419905.636306 + Penalty 3087.944225 = -1416817.692081
  nChanged 704
		SP:Iteration 2F (30470.870000 sec): 3 clusters
  Score: Raw -1420168.426189 + Penalty 3087.944225 = -1417080.481964
  nChanged 610
		SP:Iteration 3Q (30471.160000 sec): 3 clusters
  Score: Raw -1420420.194656 + Penalty 3087.944225 = -1417332.250431
  nChanged 576
		SP:Iteration 4Q (30471.390000 sec): 3 clusters
  Score: Raw -1420681.733295 + Penalty 3087.944225 = -1417593.789070
  nChanged 589
		SP:Iteration 5Q (30471.640000 sec): 3 clusters
  Score: Raw -1420959.360241 + Penalty 3087.944225 = -1417871.416016
  nChanged 622
		SP:Iteration 6Q (30471.890000 sec): 3 clusters
  Score: Raw -1421267.894597 + Penalty 3087.944225 = -1418179.950372
  nChanged 649
		SP:Iteration 7Q (30472.140000 sec): 3 clusters
  Score: Raw -1421627.956457 + Penalty 3087.944225 = -1418540.012232
  nChanged 702
		SP:Iteration 8F (30472.440000 sec): 3 clusters
  Score: Raw -1422050.242098 + Penalty 3087.944225 = -1418962.297873
  nChanged 702
		SP:Iteration 9F (30472.700000 sec): 3 clusters
  Score: Raw -1422546.474514 + Penalty 3087.944225 = -1419458.530289
  nChanged 704
		SP:Iteration 10F (30472.920000 sec): 3 clusters
  Score: Raw -1423184.476467 + Penalty 3087.944225 = -1420096.532242
  nChanged 658
		SP:Iteration 11Q (30473.230000 sec): 3 clusters
  Score: Raw -1423858.099015 + Penalty 3087.944225 = -1420770.154790
  nChanged 513
		SP:Iteration 12Q (30473.500000 sec): 3 clusters
  Score: Raw -1424313.698406 + Penalty 3087.944225 = -1421225.754181
  nChanged 335
		SP:Iteration 13Q (30473.790000 sec): 3 clusters
  Score: Raw -1424494.214957 + Penalty 3087.944225 = -1421406.270732
  nChanged 185
		SP:Iteration 14Q (30474.040000 sec): 3 clusters
  Score: Raw -1424576.065224 + Penalty 3087.944225 = -1421488.121000
  nChanged 157
		SP:Iteration 15Q (30474.300000 sec): 3 clusters
  Score: Raw -1424638.973241 + Penalty 3087.944225 = -1421551.029016
  nChanged 146
		SP:Iteration 16Q (30474.530000 sec): 3 clusters
  Score: Raw -1424695.891442 + Penalty 3087.944225 = -1421607.947217
  nChanged 118
		SP:Iteration 17Q (30474.760000 sec): 3 clusters
  Score: Raw -1424736.124393 + Penalty 3087.944225 = -1421648.180168
  nChanged 91
		SP:Iteration 18Q (30475.010000 sec): 3 clusters
  Score: Raw -1424763.787186 + Penalty 3087.944225 = -1421675.842961
  nChanged 70
		SP:Iteration 19Q (30475.210000 sec): 3 clusters
  Score: Raw -1424782.470345 + Penalty 3087.944225 = -1421694.526121
  nChanged 59
		SP:Iteration 20F (30475.460000 sec): 3 clusters
  Score: Raw -1424798.501405 + Penalty 3087.944225 = -1421710.557181
  nChanged 56
		SP:Iteration 21Q (30475.710000 sec): 3 clusters
  Score: Raw -1424812.661505 + Penalty 3087.944225 = -1421724.717280
  nChanged 52
		SP:Iteration 22Q (30475.970000 sec): 3 clusters
  Score: Raw -1424825.556827 + Penalty 3087.944225 = -1421737.612602
  nChanged 43
		SP:Iteration 23Q (30476.250000 sec): 3 clusters
  Score: Raw -1424836.367375 + Penalty 3087.944225 = -1421748.423150
  nChanged 32
		SP:Iteration 24Q (30476.480000 sec): 3 clusters
  Score: Raw -1424842.948288 + Penalty 3087.944225 = -1421755.004063
  nChanged 32
		SP:Iteration 25Q (30476.750000 sec): 3 clusters
  Score: Raw -1424850.086191 + Penalty 3087.944225 = -1421762.141966
  nChanged 34
		SP:Iteration 26Q (30477.060000 sec): 3 clusters
  Score: Raw -1424857.000040 + Penalty 3087.944225 = -1421769.055816
  nChanged 29
		SP:Iteration 27Q (30477.330000 sec): 3 clusters
  Score: Raw -1424862.279581 + Penalty 3087.944225 = -1421774.335356
  nChanged 24
		SP:Iteration 28Q (30477.570000 sec): 3 clusters
  Score: Raw -1424868.109752 + Penalty 3087.944225 = -1421780.165527
  nChanged 24
		SP:Iteration 29Q (30477.820000 sec): 3 clusters
  Score: Raw -1424873.416064 + Penalty 3087.944225 = -1421785.471839
  nChanged 18
		SP:Iteration 30Q (30478.090000 sec): 3 clusters
  Score: Raw -1424877.465577 + Penalty 3087.944225 = -1421789.521352
  nChanged 25
		SP:Iteration 31Q (30478.300000 sec): 3 clusters
  Score: Raw -1424881.850903 + Penalty 3087.944225 = -1421793.906678
  nChanged 19
		SP:Iteration 32Q (30478.620000 sec): 3 clusters
  Score: Raw -1424885.186416 + Penalty 3087.944225 = -1421797.242191
  nChanged 14
		SP:Iteration 33Q (30478.850000 sec): 3 clusters
  Score: Raw -1424888.357625 + Penalty 3087.944225 = -1421800.413401
  nChanged 16
		SP:Iteration 34Q (30479.150000 sec): 3 clusters
  Score: Raw -1424891.494057 + Penalty 3087.944225 = -1421803.549832
  nChanged 15
		SP:Iteration 35Q (30479.410000 sec): 3 clusters
  Score: Raw -1424893.863124 + Penalty 3087.944225 = -1421805.918899
  nChanged 12
		SP:Iteration 36Q (30479.700000 sec): 3 clusters
  Score: Raw -1424895.676839 + Penalty 3087.944225 = -1421807.732614
  nChanged 12
		SP:Iteration 37Q (30480.000000 sec): 3 clusters
  Score: Raw -1424898.152810 + Penalty 3087.944225 = -1421810.208585
  nChanged 11
		SP:Iteration 38Q (30480.200000 sec): 3 clusters
  Score: Raw -1424900.523923 + Penalty 3087.944225 = -1421812.579699
  nChanged 13
		SP:Iteration 39Q (30480.460000 sec): 3 clusters
  Score: Raw -1424902.786036 + Penalty 3087.944225 = -1421814.841811
  nChanged 8
		SP:Iteration 40F (30480.760000 sec): 3 clusters
  Score: Raw -1424905.121016 + Penalty 3087.944225 = -1421817.176791
  nChanged 9
		SP:Iteration 41Q (30480.960000 sec): 3 clusters
  Score: Raw -1424906.723958 + Penalty 3087.944225 = -1421818.779733
  nChanged 5
		SP:Iteration 42Q (30481.200000 sec): 3 clusters
  Score: Raw -1424907.090776 + Penalty 3087.944225 = -1421819.146551
  nChanged 3
		SP:Iteration 43Q (30481.420000 sec): 3 clusters
  Score: Raw -1424907.527965 + Penalty 3087.944225 = -1421819.583740
  nChanged 4
		SP:Iteration 44Q (30481.650000 sec): 3 clusters
  Score: Raw -1424908.237478 + Penalty 3087.944225 = -1421820.293253
  nChanged 7
		SP:Iteration 45Q (30481.960000 sec): 3 clusters
  Score: Raw -1424910.238347 + Penalty 3087.944225 = -1421822.294123
  nChanged 14
		SP:Iteration 46Q (30482.210000 sec): 3 clusters
  Score: Raw -1424912.592783 + Penalty 3087.944225 = -1421824.648559
  nChanged 10
		SP:Iteration 47Q (30482.420000 sec): 3 clusters
  Score: Raw -1424914.608552 + Penalty 3087.944225 = -1421826.664327
  nChanged 13
		SP:Iteration 48Q (30482.670000 sec): 3 clusters
  Score: Raw -1424916.919934 + Penalty 3087.944225 = -1421828.975709
  nChanged 6
		SP:Iteration 49Q (30482.910000 sec): 3 clusters
  Score: Raw -1424917.927515 + Penalty 3087.944225 = -1421829.983290
  nChanged 8
		SP:Iteration 50Q (30483.150000 sec): 3 clusters
  Score: Raw -1424919.478666 + Penalty 3087.944225 = -1421831.534441
  nChanged 9
		SP:Iteration 51Q (30483.360000 sec): 3 clusters
  Score: Raw -1424921.387063 + Penalty 3087.944225 = -1421833.442838
  nChanged 7
		SP:Iteration 52Q (30483.660000 sec): 3 clusters
  Score: Raw -1424922.434009 + Penalty 3087.944225 = -1421834.489785
  nChanged 7
		SP:Iteration 53Q (30483.900000 sec): 3 clusters
  Score: Raw -1424924.065040 + Penalty 3087.944225 = -1421836.120815
  nChanged 10
		SP:Iteration 54Q (30484.100000 sec): 3 clusters
  Score: Raw -1424925.832626 + Penalty 3087.944225 = -1421837.888401
  nChanged 8
		SP:Iteration 55Q (30484.370000 sec): 3 clusters
  Score: Raw -1424927.076837 + Penalty 3087.944225 = -1421839.132612
  nChanged 7
		SP:Iteration 56Q (30484.580000 sec): 3 clusters
  Score: Raw -1424928.433603 + Penalty 3087.944225 = -1421840.489378
  nChanged 9
		SP:Iteration 57Q (30484.780000 sec): 3 clusters
  Score: Raw -1424930.057143 + Penalty 3087.944225 = -1421842.112918
  nChanged 7
		SP:Iteration 58Q (30485.010000 sec): 3 clusters
  Score: Raw -1424931.125957 + Penalty 3087.944225 = -1421843.181732
  nChanged 9
		SP:Iteration 59Q (30485.300000 sec): 3 clusters
  Score: Raw -1424932.659974 + Penalty 3087.944225 = -1421844.715749
  nChanged 9
		SP:Iteration 60F (30485.510000 sec): 3 clusters
  Score: Raw -1424934.165191 + Penalty 3087.944225 = -1421846.220966
  nChanged 9
		SP:Iteration 61Q (30485.780000 sec): 3 clusters
  Score: Raw -1424936.136242 + Penalty 3087.944225 = -1421848.192017
  nChanged 9
		SP:Iteration 62Q (30485.960000 sec): 3 clusters
  Score: Raw -1424938.022240 + Penalty 3087.944225 = -1421850.078016
  nChanged 11
		SP:Iteration 63Q (30486.160000 sec): 3 clusters
  Score: Raw -1424939.959388 + Penalty 3087.944225 = -1421852.015163
  nChanged 9
		SP:Iteration 64Q (30486.410000 sec): 3 clusters
  Score: Raw -1424941.881750 + Penalty 3087.944225 = -1421853.937526
  nChanged 9
		SP:Iteration 65Q (30486.670000 sec): 3 clusters
  Score: Raw -1424944.015105 + Penalty 3087.944225 = -1421856.070880
  nChanged 11
		SP:Iteration 66Q (30486.960000 sec): 3 clusters
  Score: Raw -1424946.585600 + Penalty 3087.944225 = -1421858.641375
  nChanged 7
		SP:Iteration 67Q (30487.170000 sec): 3 clusters
  Score: Raw -1424948.964929 + Penalty 3087.944225 = -1421861.020705
  nChanged 12
		SP:Iteration 68Q (30487.440000 sec): 3 clusters
  Score: Raw -1424951.382799 + Penalty 3087.944225 = -1421863.438575
  nChanged 9
		SP:Iteration 69Q (30487.720000 sec): 3 clusters
  Score: Raw -1424953.096384 + Penalty 3087.944225 = -1421865.152160
  nChanged 14
		SP:Iteration 70Q (30487.990000 sec): 3 clusters
  Score: Raw -1424955.518822 + Penalty 3087.944225 = -1421867.574597
  nChanged 8
		SP:Iteration 71Q (30488.230000 sec): 3 clusters
  Score: Raw -1424957.300427 + Penalty 3087.944225 = -1421869.356203
  nChanged 11
		SP:Iteration 72Q (30488.540000 sec): 3 clusters
  Score: Raw -1424959.181851 + Penalty 3087.944225 = -1421871.237626
  nChanged 6
		SP:Iteration 73Q (30488.790000 sec): 3 clusters
  Score: Raw -1424960.775844 + Penalty 3087.944225 = -1421872.831619
  nChanged 8
		SP:Iteration 74Q (30489.060000 sec): 3 clusters
  Score: Raw -1424962.066878 + Penalty 3087.944225 = -1421874.122653
  nChanged 7
		SP:Iteration 75Q (30489.320000 sec): 3 clusters
  Score: Raw -1424962.920046 + Penalty 3087.944225 = -1421874.975821
  nChanged 3
		SP:Iteration 76Q (30489.600000 sec): 3 clusters
  Score: Raw -1424963.533218 + Penalty 3087.944225 = -1421875.588993
  nChanged 5
		SP:Iteration 77Q (30489.860000 sec): 3 clusters
  Score: Raw -1424964.551911 + Penalty 3087.944225 = -1421876.607686
  nChanged 4
		SP:Iteration 78Q (30490.100000 sec): 3 clusters
  Score: Raw -1424965.187401 + Penalty 3087.944225 = -1421877.243177
  nChanged 4
		SP:Iteration 79Q (30490.350000 sec): 3 clusters
  Score: Raw -1424965.696221 + Penalty 3087.944225 = -1421877.751996
  nChanged 4
		SP:Iteration 80F (30490.590000 sec): 3 clusters
  Score: Raw -1424966.518027 + Penalty 3087.944225 = -1421878.573802
  nChanged 4
		SP:Iteration 81Q (30490.820000 sec): 3 clusters
  Score: Raw -1424967.255843 + Penalty 3087.944225 = -1421879.311618
  nChanged 4
		SP:Iteration 82Q (30491.130000 sec): 3 clusters
  Score: Raw -1424968.103721 + Penalty 3087.944225 = -1421880.159496
  nChanged 2
		SP:Iteration 83Q (30491.370000 sec): 3 clusters
  Score: Raw -1424968.584325 + Penalty 3087.944225 = -1421880.640100
  nChanged 3
		SP:Iteration 84Q (30491.590000 sec): 3 clusters
  Score: Raw -1424969.105364 + Penalty 3087.944225 = -1421881.161139
  nChanged 3
		SP:Iteration 85Q (30491.860000 sec): 3 clusters
  Score: Raw -1424969.626695 + Penalty 3087.944225 = -1421881.682470
  nChanged 4
		SP:Iteration 86Q (30492.120000 sec): 3 clusters
  Score: Raw -1424970.206318 + Penalty 3087.944225 = -1421882.262093
  nChanged 2
		SP:Iteration 87Q (30492.360000 sec): 3 clusters
  Score: Raw -1424970.686838 + Penalty 3087.944225 = -1421882.742613
  nChanged 1
		SP:Iteration 88Q (30492.600000 sec): 3 clusters
  Score: Raw -1424970.991624 + Penalty 3087.944225 = -1421883.047399
  nChanged 3
		SP:Iteration 89Q (30492.840000 sec): 3 clusters
  Score: Raw -1424971.455977 + Penalty 3087.944225 = -1421883.511752
  nChanged 3
		SP:Iteration 90Q (30493.060000 sec): 3 clusters
  Score: Raw -1424971.959552 + Penalty 3087.944225 = -1421884.015328
  nChanged 3
		SP:Iteration 91Q (30493.270000 sec): 3 clusters
  Score: Raw -1424972.197924 + Penalty 3087.944225 = -1421884.253699
  nChanged 3
		SP:Iteration 92Q (30493.480000 sec): 3 clusters
  Score: Raw -1424972.466329 + Penalty 3087.944225 = -1421884.522104
  nChanged 6
		SP:Iteration 93Q (30493.730000 sec): 3 clusters
  Score: Raw -1424973.404166 + Penalty 3087.944225 = -1421885.459941
  nChanged 2
		SP:Iteration 94Q (30493.970000 sec): 3 clusters
  Score: Raw -1424973.883786 + Penalty 3087.944225 = -1421885.939561
  nChanged 5
		SP:Iteration 95Q (30494.160000 sec): 3 clusters
  Score: Raw -1424974.910369 + Penalty 3087.944225 = -1421886.966145
  nChanged 4
		SP:Iteration 96Q (30494.460000 sec): 3 clusters
  Score: Raw -1424975.755651 + Penalty 3087.944225 = -1421887.811426
  nChanged 2
		SP:Iteration 97Q (30494.700000 sec): 3 clusters
  Score: Raw -1424976.014323 + Penalty 3087.944225 = -1421888.070098
  nChanged 0
		SP:Iteration 98F (30494.930000 sec): 3 clusters
  Score: Raw -1424976.014323 + Penalty 3087.944225 = -1421888.070098
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 39 (5168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30495.060000 sec): 2 clusters
  Score: Raw -499156.072812 + Penalty 1389.414170 = -497766.658643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30495.260000 sec): 3 clusters
  Score: Raw -496515.650033 + Penalty 2778.828340 = -493736.821693
  nChanged 2065
		SP:Iteration 1F (30495.480000 sec): 3 clusters
  Score: Raw -497741.444505 + Penalty 2778.828340 = -494962.616165
  nChanged 406
		SP:Iteration 2F (30495.690000 sec): 3 clusters
  Score: Raw -497996.096532 + Penalty 2778.828340 = -495217.268192
  nChanged 314
		SP:Iteration 3F (30495.900000 sec): 3 clusters
  Score: Raw -498186.227655 + Penalty 2778.828340 = -495407.399315
  nChanged 253
		SP:Iteration 4Q (30496.080000 sec): 3 clusters
  Score: Raw -498321.478318 + Penalty 2778.828340 = -495542.649978
  nChanged 191
		SP:Iteration 5Q (30496.260000 sec): 3 clusters
  Score: Raw -498414.676270 + Penalty 2778.828340 = -495635.847930
  nChanged 164
		SP:Iteration 6Q (30496.500000 sec): 3 clusters
  Score: Raw -498494.146789 + Penalty 2778.828340 = -495715.318450
  nChanged 129
		SP:Iteration 7Q (30496.690000 sec): 3 clusters
  Score: Raw -498550.210767 + Penalty 2778.828340 = -495771.382427
  nChanged 114
		SP:Iteration 8Q (30496.860000 sec): 3 clusters
  Score: Raw -498592.478434 + Penalty 2778.828340 = -495813.650094
  nChanged 92
		SP:Iteration 9Q (30497.060000 sec): 3 clusters
  Score: Raw -498627.414429 + Penalty 2778.828340 = -495848.586089
  nChanged 82
		SP:Iteration 10Q (30497.250000 sec): 3 clusters
  Score: Raw -498656.089627 + Penalty 2778.828340 = -495877.261287
  nChanged 74
		SP:Iteration 11Q (30497.470000 sec): 3 clusters
  Score: Raw -498688.168547 + Penalty 2778.828340 = -495909.340207
  nChanged 81
		SP:Iteration 12Q (30497.720000 sec): 3 clusters
  Score: Raw -498725.415646 + Penalty 2778.828340 = -495946.587306
  nChanged 86
		SP:Iteration 13Q (30497.890000 sec): 3 clusters
  Score: Raw -498761.669776 + Penalty 2778.828340 = -495982.841436
  nChanged 76
		SP:Iteration 14Q (30498.130000 sec): 3 clusters
  Score: Raw -498792.602889 + Penalty 2778.828340 = -496013.774549
  nChanged 64
		SP:Iteration 15Q (30498.340000 sec): 3 clusters
  Score: Raw -498815.211802 + Penalty 2778.828340 = -496036.383462
  nChanged 64
		SP:Iteration 16Q (30498.560000 sec): 3 clusters
  Score: Raw -498839.494711 + Penalty 2778.828340 = -496060.666372
  nChanged 63
		SP:Iteration 17Q (30498.760000 sec): 3 clusters
  Score: Raw -498864.420777 + Penalty 2778.828340 = -496085.592437
  nChanged 60
		SP:Iteration 18Q (30498.980000 sec): 3 clusters
  Score: Raw -498886.345519 + Penalty 2778.828340 = -496107.517179
  nChanged 51
		SP:Iteration 19Q (30499.210000 sec): 3 clusters
  Score: Raw -498906.922400 + Penalty 2778.828340 = -496128.094061
  nChanged 52
		SP:Iteration 20F (30499.420000 sec): 3 clusters
  Score: Raw -498925.354836 + Penalty 2778.828340 = -496146.526497
  nChanged 39
		SP:Iteration 21Q (30499.680000 sec): 3 clusters
  Score: Raw -498942.131433 + Penalty 2778.828340 = -496163.303093
  nChanged 47
		SP:Iteration 22Q (30499.860000 sec): 3 clusters
  Score: Raw -498960.009424 + Penalty 2778.828340 = -496181.181084
  nChanged 52
		SP:Iteration 23Q (30500.080000 sec): 3 clusters
  Score: Raw -498977.351343 + Penalty 2778.828340 = -496198.523004
  nChanged 43
		SP:Iteration 24Q (30500.290000 sec): 3 clusters
  Score: Raw -498987.795068 + Penalty 2778.828340 = -496208.966729
  nChanged 34
		SP:Iteration 25Q (30500.480000 sec): 3 clusters
  Score: Raw -498999.640310 + Penalty 2778.828340 = -496220.811970
  nChanged 39
		SP:Iteration 26Q (30500.680000 sec): 3 clusters
  Score: Raw -499014.485817 + Penalty 2778.828340 = -496235.657477
  nChanged 38
		SP:Iteration 27Q (30500.830000 sec): 3 clusters
  Score: Raw -499026.534149 + Penalty 2778.828340 = -496247.705809
  nChanged 32
		SP:Iteration 28Q (30501.100000 sec): 3 clusters
  Score: Raw -499035.806254 + Penalty 2778.828340 = -496256.977914
  nChanged 36
		SP:Iteration 29Q (30501.310000 sec): 3 clusters
  Score: Raw -499048.032873 + Penalty 2778.828340 = -496269.204533
  nChanged 43
		SP:Iteration 30Q (30501.510000 sec): 3 clusters
  Score: Raw -499059.658363 + Penalty 2778.828340 = -496280.830023
  nChanged 27
		SP:Iteration 31Q (30501.780000 sec): 3 clusters
  Score: Raw -499066.915544 + Penalty 2778.828340 = -496288.087205
  nChanged 36
		SP:Iteration 32Q (30501.970000 sec): 3 clusters
  Score: Raw -499079.278305 + Penalty 2778.828340 = -496300.449965
  nChanged 31
		SP:Iteration 33Q (30502.130000 sec): 3 clusters
  Score: Raw -499089.393494 + Penalty 2778.828340 = -496310.565154
  nChanged 37
		SP:Iteration 34Q (30502.380000 sec): 3 clusters
  Score: Raw -499103.376271 + Penalty 2778.828340 = -496324.547932
  nChanged 46
		SP:Iteration 35Q (30502.580000 sec): 3 clusters
  Score: Raw -499125.343102 + Penalty 2778.828340 = -496346.514762
  nChanged 52
		SP:Iteration 36Q (30502.760000 sec): 3 clusters
  Score: Raw -499144.637315 + Penalty 2778.828340 = -496365.808975
  nChanged 38
		SP:Iteration 37Q (30503.000000 sec): 3 clusters
  Score: Raw -499158.161905 + Penalty 2778.828340 = -496379.333565
  nChanged 27
		SP:Iteration 38Q (30503.190000 sec): 3 clusters
  Score: Raw -499165.541094 + Penalty 2778.828340 = -496386.712755
  nChanged 20
		SP:Iteration 39Q (30503.430000 sec): 3 clusters
  Score: Raw -499170.174976 + Penalty 2778.828340 = -496391.346636
  nChanged 17
		SP:Iteration 40F (30503.680000 sec): 3 clusters
  Score: Raw -499176.757619 + Penalty 2778.828340 = -496397.929279
  nChanged 23
		SP:Iteration 41Q (30503.880000 sec): 3 clusters
  Score: Raw -499186.899969 + Penalty 2778.828340 = -496408.071629
  nChanged 30
		SP:Iteration 42Q (30504.050000 sec): 3 clusters
  Score: Raw -499195.792704 + Penalty 2778.828340 = -496416.964365
  nChanged 19
		SP:Iteration 43Q (30504.290000 sec): 3 clusters
  Score: Raw -499204.509043 + Penalty 2778.828340 = -496425.680703
  nChanged 19
		SP:Iteration 44Q (30504.520000 sec): 3 clusters
  Score: Raw -499210.251761 + Penalty 2778.828340 = -496431.423421
  nChanged 13
		SP:Iteration 45Q (30504.730000 sec): 3 clusters
  Score: Raw -499213.971944 + Penalty 2778.828340 = -496435.143604
  nChanged 11
		SP:Iteration 46Q (30504.980000 sec): 3 clusters
  Score: Raw -499216.953616 + Penalty 2778.828340 = -496438.125277
  nChanged 9
		SP:Iteration 47Q (30505.160000 sec): 3 clusters
  Score: Raw -499219.134534 + Penalty 2778.828340 = -496440.306194
  nChanged 10
		SP:Iteration 48Q (30505.290000 sec): 3 clusters
  Score: Raw -499222.298184 + Penalty 2778.828340 = -496443.469845
  nChanged 11
		SP:Iteration 49Q (30505.470000 sec): 3 clusters
  Score: Raw -499224.870290 + Penalty 2778.828340 = -496446.041950
  nChanged 11
		SP:Iteration 50Q (30505.650000 sec): 3 clusters
  Score: Raw -499226.723918 + Penalty 2778.828340 = -496447.895579
  nChanged 5
		SP:Iteration 51Q (30505.850000 sec): 3 clusters
  Score: Raw -499227.408138 + Penalty 2778.828340 = -496448.579798
  nChanged 7
		SP:Iteration 52Q (30506.060000 sec): 3 clusters
  Score: Raw -499228.603661 + Penalty 2778.828340 = -496449.775321
  nChanged 8
		SP:Iteration 53Q (30506.270000 sec): 3 clusters
  Score: Raw -499230.368212 + Penalty 2778.828340 = -496451.539872
  nChanged 5
		SP:Iteration 54Q (30506.490000 sec): 3 clusters
  Score: Raw -499231.464595 + Penalty 2778.828340 = -496452.636255
  nChanged 2
		SP:Iteration 55Q (30506.630000 sec): 3 clusters
  Score: Raw -499231.925466 + Penalty 2778.828340 = -496453.097127
  nChanged 3
		SP:Iteration 56Q (30506.780000 sec): 3 clusters
  Score: Raw -499232.439208 + Penalty 2778.828340 = -496453.610868
  nChanged 5
		SP:Iteration 57Q (30507.000000 sec): 3 clusters
  Score: Raw -499233.167677 + Penalty 2778.828340 = -496454.339338
  nChanged 2
		SP:Iteration 58Q (30507.180000 sec): 3 clusters
  Score: Raw -499233.548463 + Penalty 2778.828340 = -496454.720123
  nChanged 1
		SP:Iteration 59Q (30507.380000 sec): 3 clusters
  Score: Raw -499233.688178 + Penalty 2778.828340 = -496454.859839
  nChanged 1
		SP:Iteration 60F (30507.580000 sec): 3 clusters
  Score: Raw -499233.754951 + Penalty 2778.828340 = -496454.926612
  nChanged 1
		SP:Iteration 61Q (30507.780000 sec): 3 clusters
  Score: Raw -499233.876785 + Penalty 2778.828340 = -496455.048445
  nChanged 1
		SP:Iteration 62Q (30507.920000 sec): 3 clusters
  Score: Raw -499234.008046 + Penalty 2778.828340 = -496455.179706
  nChanged 1
		SP:Iteration 63Q (30508.120000 sec): 3 clusters
  Score: Raw -499234.369986 + Penalty 2778.828340 = -496455.541647
  nChanged 1
		SP:Iteration 64Q (30508.330000 sec): 3 clusters
  Score: Raw -499234.595370 + Penalty 2778.828340 = -496455.767030
  nChanged 1
		SP:Iteration 65Q (30508.540000 sec): 3 clusters
  Score: Raw -499234.746173 + Penalty 2778.828340 = -496455.917833
  nChanged 2
		SP:Iteration 66Q (30508.660000 sec): 3 clusters
  Score: Raw -499235.467093 + Penalty 2778.828340 = -496456.638753
  nChanged 6
		SP:Iteration 67Q (30508.820000 sec): 3 clusters
  Score: Raw -499236.917028 + Penalty 2778.828340 = -496458.088688
  nChanged 5
		SP:Iteration 68Q (30509.010000 sec): 3 clusters
  Score: Raw -499237.744118 + Penalty 2778.828340 = -496458.915778
  nChanged 2
		SP:Iteration 69Q (30509.130000 sec): 3 clusters
  Score: Raw -499237.980586 + Penalty 2778.828340 = -496459.152247
  nChanged 2
		SP:Iteration 70Q (30509.250000 sec): 3 clusters
  Score: Raw -499238.467042 + Penalty 2778.828340 = -496459.638702
  nChanged 1
		SP:Iteration 71Q (30509.400000 sec): 3 clusters
  Score: Raw -499238.928184 + Penalty 2778.828340 = -496460.099845
  nChanged 2
		SP:Iteration 72Q (30509.600000 sec): 3 clusters
  Score: Raw -499239.386058 + Penalty 2778.828340 = -496460.557718
  nChanged 2
		SP:Iteration 73Q (30509.760000 sec): 3 clusters
  Score: Raw -499239.784593 + Penalty 2778.828340 = -496460.956253
  nChanged 4
		SP:Iteration 74Q (30509.900000 sec): 3 clusters
  Score: Raw -499240.404802 + Penalty 2778.828340 = -496461.576462
  nChanged 3
		SP:Iteration 75Q (30510.090000 sec): 3 clusters
  Score: Raw -499240.855218 + Penalty 2778.828340 = -496462.026878
  nChanged 0
		SP:Iteration 76F (30510.290000 sec): 3 clusters
  Score: Raw -499240.855218 + Penalty 2778.828340 = -496462.026878
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 40 (3163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30510.380000 sec): 2 clusters
  Score: Raw -299567.677336 + Penalty 1309.632386 = -298258.044949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30510.510000 sec): 3 clusters
  Score: Raw -298032.461237 + Penalty 2619.264773 = -295413.196465
  nChanged 1205
		SP:Iteration 1F (30510.700000 sec): 3 clusters
  Score: Raw -298730.042879 + Penalty 2619.264773 = -296110.778107
  nChanged 245
		SP:Iteration 2F (30510.880000 sec): 3 clusters
  Score: Raw -298884.495073 + Penalty 2619.264773 = -296265.230300
  nChanged 166
		SP:Iteration 3F (30511.080000 sec): 3 clusters
  Score: Raw -298997.474778 + Penalty 2619.264773 = -296378.210005
  nChanged 129
		SP:Iteration 4Q (30511.270000 sec): 3 clusters
  Score: Raw -299081.824611 + Penalty 2619.264773 = -296462.559839
  nChanged 107
		SP:Iteration 5Q (30511.420000 sec): 3 clusters
  Score: Raw -299150.523791 + Penalty 2619.264773 = -296531.259019
  nChanged 82
		SP:Iteration 6Q (30511.580000 sec): 3 clusters
  Score: Raw -299200.202326 + Penalty 2619.264773 = -296580.937553
  nChanged 78
		SP:Iteration 7Q (30511.710000 sec): 3 clusters
  Score: Raw -299249.224948 + Penalty 2619.264773 = -296629.960176
  nChanged 72
		SP:Iteration 8Q (30511.910000 sec): 3 clusters
  Score: Raw -299296.872805 + Penalty 2619.264773 = -296677.608033
  nChanged 63
		SP:Iteration 9Q (30512.080000 sec): 3 clusters
  Score: Raw -299339.105765 + Penalty 2619.264773 = -296719.840993
  nChanged 63
		SP:Iteration 10Q (30512.230000 sec): 3 clusters
  Score: Raw -299386.066588 + Penalty 2619.264773 = -296766.801815
  nChanged 71
		SP:Iteration 11Q (30512.430000 sec): 3 clusters
  Score: Raw -299440.053938 + Penalty 2619.264773 = -296820.789165
  nChanged 80
		SP:Iteration 12Q (30512.550000 sec): 3 clusters
  Score: Raw -299498.285774 + Penalty 2619.264773 = -296879.021002
  nChanged 78
		SP:Iteration 13Q (30512.750000 sec): 3 clusters
  Score: Raw -299579.141180 + Penalty 2619.264773 = -296959.876408
  nChanged 92
		SP:Iteration 14Q (30512.970000 sec): 3 clusters
  Score: Raw -299654.379178 + Penalty 2619.264773 = -297035.114406
  nChanged 68
		SP:Iteration 15Q (30513.170000 sec): 3 clusters
  Score: Raw -299698.370920 + Penalty 2619.264773 = -297079.106148
  nChanged 52
		SP:Iteration 16Q (30513.430000 sec): 3 clusters
  Score: Raw -299739.563778 + Penalty 2619.264773 = -297120.299005
  nChanged 58
		SP:Iteration 17Q (30513.640000 sec): 3 clusters
  Score: Raw -299771.461614 + Penalty 2619.264773 = -297152.196841
  nChanged 44
		SP:Iteration 18Q (30513.820000 sec): 3 clusters
  Score: Raw -299796.306978 + Penalty 2619.264773 = -297177.042205
  nChanged 40
		SP:Iteration 19Q (30514.070000 sec): 3 clusters
  Score: Raw -299816.528640 + Penalty 2619.264773 = -297197.263868
  nChanged 27
		SP:Iteration 20F (30514.310000 sec): 3 clusters
  Score: Raw -299831.025334 + Penalty 2619.264773 = -297211.760562
  nChanged 35
		SP:Iteration 21Q (30514.480000 sec): 3 clusters
  Score: Raw -299848.074552 + Penalty 2619.264773 = -297228.809779
  nChanged 27
		SP:Iteration 22Q (30514.660000 sec): 3 clusters
  Score: Raw -299859.098416 + Penalty 2619.264773 = -297239.833643
  nChanged 18
		SP:Iteration 23Q (30514.820000 sec): 3 clusters
  Score: Raw -299867.019946 + Penalty 2619.264773 = -297247.755173
  nChanged 15
		SP:Iteration 24Q (30515.000000 sec): 3 clusters
  Score: Raw -299874.446328 + Penalty 2619.264773 = -297255.181556
  nChanged 16
		SP:Iteration 25Q (30515.160000 sec): 3 clusters
  Score: Raw -299882.963314 + Penalty 2619.264773 = -297263.698542
  nChanged 25
		SP:Iteration 26Q (30515.330000 sec): 3 clusters
  Score: Raw -299896.125607 + Penalty 2619.264773 = -297276.860835
  nChanged 24
		SP:Iteration 27Q (30515.540000 sec): 3 clusters
  Score: Raw -299906.068931 + Penalty 2619.264773 = -297286.804158
  nChanged 18
		SP:Iteration 28Q (30515.730000 sec): 3 clusters
  Score: Raw -299913.154283 + Penalty 2619.264773 = -297293.889510
  nChanged 8
		SP:Iteration 29Q (30515.910000 sec): 3 clusters
  Score: Raw -299915.114636 + Penalty 2619.264773 = -297295.849863
  nChanged 4
		SP:Iteration 30Q (30516.070000 sec): 3 clusters
  Score: Raw -299916.290786 + Penalty 2619.264773 = -297297.026014
  nChanged 6
		SP:Iteration 31Q (30516.290000 sec): 3 clusters
  Score: Raw -299917.854322 + Penalty 2619.264773 = -297298.589550
  nChanged 6
		SP:Iteration 32Q (30516.440000 sec): 3 clusters
  Score: Raw -299919.793676 + Penalty 2619.264773 = -297300.528904
  nChanged 3
		SP:Iteration 33Q (30516.620000 sec): 3 clusters
  Score: Raw -299920.445841 + Penalty 2619.264773 = -297301.181068
  nChanged 2
		SP:Iteration 34Q (30516.790000 sec): 3 clusters
  Score: Raw -299921.045679 + Penalty 2619.264773 = -297301.780907
  nChanged 1
		SP:Iteration 35Q (30517.000000 sec): 3 clusters
  Score: Raw -299921.550121 + Penalty 2619.264773 = -297302.285348
  nChanged 2
		SP:Iteration 36Q (30517.190000 sec): 3 clusters
  Score: Raw -299922.467344 + Penalty 2619.264773 = -297303.202571
  nChanged 1
		SP:Iteration 37Q (30517.430000 sec): 3 clusters
  Score: Raw -299922.925315 + Penalty 2619.264773 = -297303.660542
  nChanged 0
		SP:Iteration 38F (30517.600000 sec): 3 clusters
  Score: Raw -299922.925315 + Penalty 2619.264773 = -297303.660542
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 41 (7534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30517.730000 sec): 2 clusters
  Score: Raw -745405.086259 + Penalty 1450.666976 = -743954.419284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30517.930000 sec): 3 clusters
  Score: Raw -741345.543398 + Penalty 2901.333951 = -738444.209447
  nChanged 3131
		SP:Iteration 1F (30518.150000 sec): 3 clusters
  Score: Raw -742962.200971 + Penalty 2901.333951 = -740060.867020
  nChanged 452
		SP:Iteration 2F (30518.360000 sec): 3 clusters
  Score: Raw -743155.082597 + Penalty 2901.333951 = -740253.748646
  nChanged 365
		SP:Iteration 3Q (30518.590000 sec): 3 clusters
  Score: Raw -743316.026175 + Penalty 2901.333951 = -740414.692224
  nChanged 313
		SP:Iteration 4Q (30518.820000 sec): 3 clusters
  Score: Raw -743451.484034 + Penalty 2901.333951 = -740550.150083
  nChanged 263
		SP:Iteration 5Q (30519.040000 sec): 3 clusters
  Score: Raw -743591.172502 + Penalty 2901.333951 = -740689.838551
  nChanged 314
		SP:Iteration 6Q (30519.270000 sec): 3 clusters
  Score: Raw -743808.213998 + Penalty 2901.333951 = -740906.880047
  nChanged 368
		SP:Iteration 7Q (30519.460000 sec): 3 clusters
  Score: Raw -744071.856914 + Penalty 2901.333951 = -741170.522963
  nChanged 374
		SP:Iteration 8Q (30519.660000 sec): 3 clusters
  Score: Raw -744331.100957 + Penalty 2901.333951 = -741429.767006
  nChanged 388
		SP:Iteration 9F (30519.910000 sec): 3 clusters
  Score: Raw -744562.072755 + Penalty 2901.333951 = -741660.738804
  nChanged 355
		SP:Iteration 10Q (30520.120000 sec): 3 clusters
  Score: Raw -744769.465652 + Penalty 2901.333951 = -741868.131700
  nChanged 318
		SP:Iteration 11Q (30520.320000 sec): 3 clusters
  Score: Raw -744947.530302 + Penalty 2901.333951 = -742046.196351
  nChanged 270
		SP:Iteration 12Q (30520.500000 sec): 3 clusters
  Score: Raw -745068.051097 + Penalty 2901.333951 = -742166.717146
  nChanged 201
		SP:Iteration 13Q (30520.700000 sec): 3 clusters
  Score: Raw -745153.386518 + Penalty 2901.333951 = -742252.052566
  nChanged 174
		SP:Iteration 14Q (30520.870000 sec): 3 clusters
  Score: Raw -745206.509520 + Penalty 2901.333951 = -742305.175569
  nChanged 115
		SP:Iteration 15Q (30521.080000 sec): 3 clusters
  Score: Raw -745239.297590 + Penalty 2901.333951 = -742337.963639
  nChanged 95
		SP:Iteration 16Q (30521.320000 sec): 3 clusters
  Score: Raw -745264.355923 + Penalty 2901.333951 = -742363.021972
  nChanged 73
		SP:Iteration 17Q (30521.560000 sec): 3 clusters
  Score: Raw -745281.842759 + Penalty 2901.333951 = -742380.508808
  nChanged 66
		SP:Iteration 18Q (30521.760000 sec): 3 clusters
  Score: Raw -745296.253139 + Penalty 2901.333951 = -742394.919188
  nChanged 69
		SP:Iteration 19Q (30521.960000 sec): 3 clusters
  Score: Raw -745310.985360 + Penalty 2901.333951 = -742409.651408
  nChanged 54
		SP:Iteration 20F (30522.160000 sec): 3 clusters
  Score: Raw -745322.261640 + Penalty 2901.333951 = -742420.927689
  nChanged 43
		SP:Iteration 21Q (30522.370000 sec): 3 clusters
  Score: Raw -745331.166387 + Penalty 2901.333951 = -742429.832436
  nChanged 40
		SP:Iteration 22Q (30522.610000 sec): 3 clusters
  Score: Raw -745337.792885 + Penalty 2901.333951 = -742436.458934
  nChanged 32
		SP:Iteration 23Q (30522.840000 sec): 3 clusters
  Score: Raw -745343.423521 + Penalty 2901.333951 = -742442.089570
  nChanged 26
		SP:Iteration 24Q (30523.100000 sec): 3 clusters
  Score: Raw -745347.431264 + Penalty 2901.333951 = -742446.097312
  nChanged 21
		SP:Iteration 25Q (30523.310000 sec): 3 clusters
  Score: Raw -745349.818055 + Penalty 2901.333951 = -742448.484104
  nChanged 11
		SP:Iteration 26Q (30523.560000 sec): 3 clusters
  Score: Raw -745351.059731 + Penalty 2901.333951 = -742449.725780
  nChanged 17
		SP:Iteration 27Q (30523.800000 sec): 3 clusters
  Score: Raw -745353.065844 + Penalty 2901.333951 = -742451.731893
  nChanged 19
		SP:Iteration 28Q (30524.030000 sec): 3 clusters
  Score: Raw -745355.113996 + Penalty 2901.333951 = -742453.780044
  nChanged 15
		SP:Iteration 29Q (30524.260000 sec): 3 clusters
  Score: Raw -745357.008667 + Penalty 2901.333951 = -742455.674716
  nChanged 15
		SP:Iteration 30Q (30524.470000 sec): 3 clusters
  Score: Raw -745359.270243 + Penalty 2901.333951 = -742457.936292
  nChanged 19
		SP:Iteration 31Q (30524.740000 sec): 3 clusters
  Score: Raw -745361.838510 + Penalty 2901.333951 = -742460.504559
  nChanged 15
		SP:Iteration 32Q (30524.970000 sec): 3 clusters
  Score: Raw -745364.156861 + Penalty 2901.333951 = -742462.822910
  nChanged 14
		SP:Iteration 33Q (30525.180000 sec): 3 clusters
  Score: Raw -745366.039482 + Penalty 2901.333951 = -742464.705531
  nChanged 8
		SP:Iteration 34Q (30525.410000 sec): 3 clusters
  Score: Raw -745367.223582 + Penalty 2901.333951 = -742465.889630
  nChanged 6
		SP:Iteration 35Q (30525.600000 sec): 3 clusters
  Score: Raw -745368.106330 + Penalty 2901.333951 = -742466.772379
  nChanged 6
		SP:Iteration 36Q (30525.820000 sec): 3 clusters
  Score: Raw -745368.757524 + Penalty 2901.333951 = -742467.423573
  nChanged 8
		SP:Iteration 37Q (30526.000000 sec): 3 clusters
  Score: Raw -745370.035029 + Penalty 2901.333951 = -742468.701078
  nChanged 11
		SP:Iteration 38Q (30526.190000 sec): 3 clusters
  Score: Raw -745371.712406 + Penalty 2901.333951 = -742470.378455
  nChanged 16
		SP:Iteration 39Q (30526.410000 sec): 3 clusters
  Score: Raw -745373.434157 + Penalty 2901.333951 = -742472.100206
  nChanged 13
		SP:Iteration 40F (30526.640000 sec): 3 clusters
  Score: Raw -745375.407573 + Penalty 2901.333951 = -742474.073622
  nChanged 15
		SP:Iteration 41Q (30526.830000 sec): 3 clusters
  Score: Raw -745378.662303 + Penalty 2901.333951 = -742477.328352
  nChanged 25
		SP:Iteration 42Q (30527.020000 sec): 3 clusters
  Score: Raw -745383.906739 + Penalty 2901.333951 = -742482.572788
  nChanged 29
		SP:Iteration 43Q (30527.270000 sec): 3 clusters
  Score: Raw -745388.614617 + Penalty 2901.333951 = -742487.280666
  nChanged 27
		SP:Iteration 44Q (30527.490000 sec): 3 clusters
  Score: Raw -745392.719853 + Penalty 2901.333951 = -742491.385902
  nChanged 19
		SP:Iteration 45Q (30527.690000 sec): 3 clusters
  Score: Raw -745396.059587 + Penalty 2901.333951 = -742494.725635
  nChanged 17
		SP:Iteration 46Q (30527.860000 sec): 3 clusters
  Score: Raw -745399.554072 + Penalty 2901.333951 = -742498.220121
  nChanged 17
		SP:Iteration 47Q (30528.110000 sec): 3 clusters
  Score: Raw -745403.539602 + Penalty 2901.333951 = -742502.205650
  nChanged 19
		SP:Iteration 48Q (30528.310000 sec): 3 clusters
  Score: Raw -745407.248221 + Penalty 2901.333951 = -742505.914270
  nChanged 25
		SP:Iteration 49Q (30528.550000 sec): 3 clusters
  Score: Raw -745411.316146 + Penalty 2901.333951 = -742509.982195
  nChanged 20
		SP:Iteration 50Q (30528.740000 sec): 3 clusters
  Score: Raw -745415.128739 + Penalty 2901.333951 = -742513.794788
  nChanged 27
		SP:Iteration 51Q (30528.940000 sec): 3 clusters
  Score: Raw -745422.046778 + Penalty 2901.333951 = -742520.712827
  nChanged 37
		SP:Iteration 52Q (30529.110000 sec): 3 clusters
  Score: Raw -745428.539484 + Penalty 2901.333951 = -742527.205533
  nChanged 30
		SP:Iteration 53Q (30529.310000 sec): 3 clusters
  Score: Raw -745434.515839 + Penalty 2901.333951 = -742533.181888
  nChanged 38
		SP:Iteration 54Q (30529.530000 sec): 3 clusters
  Score: Raw -745442.813147 + Penalty 2901.333951 = -742541.479196
  nChanged 40
		SP:Iteration 55Q (30529.710000 sec): 3 clusters
  Score: Raw -745450.995603 + Penalty 2901.333951 = -742549.661652
  nChanged 38
		SP:Iteration 56Q (30529.930000 sec): 3 clusters
  Score: Raw -745459.718295 + Penalty 2901.333951 = -742558.384343
  nChanged 34
		SP:Iteration 57Q (30530.130000 sec): 3 clusters
  Score: Raw -745467.706949 + Penalty 2901.333951 = -742566.372998
  nChanged 38
		SP:Iteration 58Q (30530.330000 sec): 3 clusters
  Score: Raw -745474.767629 + Penalty 2901.333951 = -742573.433678
  nChanged 34
		SP:Iteration 59Q (30530.590000 sec): 3 clusters
  Score: Raw -745479.915544 + Penalty 2901.333951 = -742578.581593
  nChanged 19
		SP:Iteration 60F (30530.800000 sec): 3 clusters
  Score: Raw -745484.035541 + Penalty 2901.333951 = -742582.701590
  nChanged 18
		SP:Iteration 61Q (30531.030000 sec): 3 clusters
  Score: Raw -745487.461726 + Penalty 2901.333951 = -742586.127775
  nChanged 24
		SP:Iteration 62Q (30531.250000 sec): 3 clusters
  Score: Raw -745491.807708 + Penalty 2901.333951 = -742590.473757
  nChanged 21
		SP:Iteration 63Q (30531.450000 sec): 3 clusters
  Score: Raw -745496.125396 + Penalty 2901.333951 = -742594.791445
  nChanged 14
		SP:Iteration 64Q (30531.660000 sec): 3 clusters
  Score: Raw -745498.215987 + Penalty 2901.333951 = -742596.882036
  nChanged 5
		SP:Iteration 65Q (30531.860000 sec): 3 clusters
  Score: Raw -745498.897043 + Penalty 2901.333951 = -742597.563092
  nChanged 7
		SP:Iteration 66Q (30532.050000 sec): 3 clusters
  Score: Raw -745499.728198 + Penalty 2901.333951 = -742598.394247
  nChanged 6
		SP:Iteration 67Q (30532.260000 sec): 3 clusters
  Score: Raw -745500.649537 + Penalty 2901.333951 = -742599.315585
  nChanged 9
		SP:Iteration 68Q (30532.460000 sec): 3 clusters
  Score: Raw -745502.249641 + Penalty 2901.333951 = -742600.915690
  nChanged 6
		SP:Iteration 69Q (30532.710000 sec): 3 clusters
  Score: Raw -745503.284772 + Penalty 2901.333951 = -742601.950821
  nChanged 10
		SP:Iteration 70Q (30532.910000 sec): 3 clusters
  Score: Raw -745505.698414 + Penalty 2901.333951 = -742604.364462
  nChanged 13
		SP:Iteration 71Q (30533.150000 sec): 3 clusters
  Score: Raw -745508.068834 + Penalty 2901.333951 = -742606.734883
  nChanged 11
		SP:Iteration 72Q (30533.400000 sec): 3 clusters
  Score: Raw -745510.800614 + Penalty 2901.333951 = -742609.466662
  nChanged 17
		SP:Iteration 73Q (30533.580000 sec): 3 clusters
  Score: Raw -745516.432560 + Penalty 2901.333951 = -742615.098608
  nChanged 31
		SP:Iteration 74Q (30533.770000 sec): 3 clusters
  Score: Raw -745525.288390 + Penalty 2901.333951 = -742623.954439
  nChanged 34
		SP:Iteration 75Q (30534.020000 sec): 3 clusters
  Score: Raw -745532.976588 + Penalty 2901.333951 = -742631.642637
  nChanged 31
		SP:Iteration 76Q (30534.180000 sec): 3 clusters
  Score: Raw -745540.251811 + Penalty 2901.333951 = -742638.917860
  nChanged 31
		SP:Iteration 77Q (30534.440000 sec): 3 clusters
  Score: Raw -745549.129688 + Penalty 2901.333951 = -742647.795737
  nChanged 37
		SP:Iteration 78Q (30534.640000 sec): 3 clusters
  Score: Raw -745558.104923 + Penalty 2901.333951 = -742656.770972
  nChanged 34
		SP:Iteration 79Q (30534.840000 sec): 3 clusters
  Score: Raw -745564.706905 + Penalty 2901.333951 = -742663.372954
  nChanged 28
		SP:Iteration 80F (30535.040000 sec): 3 clusters
  Score: Raw -745570.483134 + Penalty 2901.333951 = -742669.149183
  nChanged 27
		SP:Iteration 81Q (30535.260000 sec): 3 clusters
  Score: Raw -745576.535896 + Penalty 2901.333951 = -742675.201945
  nChanged 27
		SP:Iteration 82Q (30535.420000 sec): 3 clusters
  Score: Raw -745584.417789 + Penalty 2901.333951 = -742683.083838
  nChanged 37
		SP:Iteration 83Q (30535.660000 sec): 3 clusters
  Score: Raw -745594.833720 + Penalty 2901.333951 = -742693.499769
  nChanged 46
		SP:Iteration 84Q (30535.840000 sec): 3 clusters
  Score: Raw -745609.781029 + Penalty 2901.333951 = -742708.447078
  nChanged 42
		SP:Iteration 85Q (30536.010000 sec): 3 clusters
  Score: Raw -745622.552458 + Penalty 2901.333951 = -742721.218507
  nChanged 42
		SP:Iteration 86Q (30536.240000 sec): 3 clusters
  Score: Raw -745633.459377 + Penalty 2901.333951 = -742732.125426
  nChanged 34
		SP:Iteration 87Q (30536.440000 sec): 3 clusters
  Score: Raw -745642.358098 + Penalty 2901.333951 = -742741.024146
  nChanged 30
		SP:Iteration 88Q (30536.630000 sec): 3 clusters
  Score: Raw -745649.179991 + Penalty 2901.333951 = -742747.846040
  nChanged 27
		SP:Iteration 89Q (30536.800000 sec): 3 clusters
  Score: Raw -745654.433793 + Penalty 2901.333951 = -742753.099842
  nChanged 23
		SP:Iteration 90Q (30536.970000 sec): 3 clusters
  Score: Raw -745659.466236 + Penalty 2901.333951 = -742758.132285
  nChanged 19
		SP:Iteration 91Q (30537.160000 sec): 3 clusters
  Score: Raw -745663.410328 + Penalty 2901.333951 = -742762.076377
  nChanged 22
		SP:Iteration 92Q (30537.370000 sec): 3 clusters
  Score: Raw -745667.519664 + Penalty 2901.333951 = -742766.185713
  nChanged 15
		SP:Iteration 93Q (30537.560000 sec): 3 clusters
  Score: Raw -745670.256909 + Penalty 2901.333951 = -742768.922958
  nChanged 16
		SP:Iteration 94Q (30537.770000 sec): 3 clusters
  Score: Raw -745673.693725 + Penalty 2901.333951 = -742772.359774
  nChanged 21
		SP:Iteration 95Q (30537.930000 sec): 3 clusters
  Score: Raw -745678.058771 + Penalty 2901.333951 = -742776.724820
  nChanged 13
		SP:Iteration 96Q (30538.110000 sec): 3 clusters
  Score: Raw -745680.130205 + Penalty 2901.333951 = -742778.796254
  nChanged 6
		SP:Iteration 97Q (30538.320000 sec): 3 clusters
  Score: Raw -745681.347266 + Penalty 2901.333951 = -742780.013315
  nChanged 9
		SP:Iteration 98Q (30538.540000 sec): 3 clusters
  Score: Raw -745683.032618 + Penalty 2901.333951 = -742781.698667
  nChanged 10
		SP:Iteration 99Q (30538.740000 sec): 3 clusters
  Score: Raw -745684.939158 + Penalty 2901.333951 = -742783.605206
  nChanged 8
		SP:Iteration 100F (30538.970000 sec): 3 clusters
  Score: Raw -745686.587395 + Penalty 2901.333951 = -742785.253444
  nChanged 10
		SP:Iteration 101Q (30539.130000 sec): 3 clusters
  Score: Raw -745688.964081 + Penalty 2901.333951 = -742787.630130
  nChanged 13
		SP:Iteration 102Q (30539.330000 sec): 3 clusters
  Score: Raw -745691.272309 + Penalty 2901.333951 = -742789.938358
  nChanged 11
		SP:Iteration 103Q (30539.540000 sec): 3 clusters
  Score: Raw -745693.006143 + Penalty 2901.333951 = -742791.672192
  nChanged 8
		SP:Iteration 104Q (30539.700000 sec): 3 clusters
  Score: Raw -745694.526870 + Penalty 2901.333951 = -742793.192919
  nChanged 15
		SP:Iteration 105Q (30539.860000 sec): 3 clusters
  Score: Raw -745698.174210 + Penalty 2901.333951 = -742796.840259
  nChanged 16
		SP:Iteration 106Q (30540.070000 sec): 3 clusters
  Score: Raw -745701.354958 + Penalty 2901.333951 = -742800.021007
  nChanged 13
		SP:Iteration 107Q (30540.290000 sec): 3 clusters
  Score: Raw -745703.625729 + Penalty 2901.333951 = -742802.291778
  nChanged 11
		SP:Iteration 108Q (30540.510000 sec): 3 clusters
  Score: Raw -745705.939153 + Penalty 2901.333951 = -742804.605202
  nChanged 11
		SP:Iteration 109Q (30540.700000 sec): 3 clusters
  Score: Raw -745708.144979 + Penalty 2901.333951 = -742806.811028
  nChanged 7
		SP:Iteration 110Q (30540.850000 sec): 3 clusters
  Score: Raw -745709.178366 + Penalty 2901.333951 = -742807.844415
  nChanged 6
		SP:Iteration 111Q (30541.090000 sec): 3 clusters
  Score: Raw -745710.078186 + Penalty 2901.333951 = -742808.744234
  nChanged 6
		SP:Iteration 112Q (30541.240000 sec): 3 clusters
  Score: Raw -745711.818710 + Penalty 2901.333951 = -742810.484759
  nChanged 13
		SP:Iteration 113Q (30541.440000 sec): 3 clusters
  Score: Raw -745715.340314 + Penalty 2901.333951 = -742814.006363
  nChanged 16
		SP:Iteration 114Q (30541.650000 sec): 3 clusters
  Score: Raw -745717.883916 + Penalty 2901.333951 = -742816.549965
  nChanged 14
		SP:Iteration 115Q (30541.820000 sec): 3 clusters
  Score: Raw -745720.520239 + Penalty 2901.333951 = -742819.186287
  nChanged 6
		SP:Iteration 116Q (30542.010000 sec): 3 clusters
  Score: Raw -745721.879426 + Penalty 2901.333951 = -742820.545475
  nChanged 9
		SP:Iteration 117Q (30542.200000 sec): 3 clusters
  Score: Raw -745722.972871 + Penalty 2901.333951 = -742821.638920
  nChanged 6
		SP:Iteration 118Q (30542.430000 sec): 3 clusters
  Score: Raw -745723.428490 + Penalty 2901.333951 = -742822.094539
  nChanged 2
		SP:Iteration 119Q (30542.590000 sec): 3 clusters
  Score: Raw -745723.608304 + Penalty 2901.333951 = -742822.274353
  nChanged 2
		SP:Iteration 120F (30542.820000 sec): 3 clusters
  Score: Raw -745724.070625 + Penalty 2901.333951 = -742822.736673
  nChanged 5
		SP:Iteration 121Q (30543.010000 sec): 3 clusters
  Score: Raw -745724.954668 + Penalty 2901.333951 = -742823.620716
  nChanged 8
		SP:Iteration 122Q (30543.210000 sec): 3 clusters
  Score: Raw -745727.108689 + Penalty 2901.333951 = -742825.774738
  nChanged 9
		SP:Iteration 123Q (30543.420000 sec): 3 clusters
  Score: Raw -745728.909874 + Penalty 2901.333951 = -742827.575923
  nChanged 10
		SP:Iteration 124Q (30543.600000 sec): 3 clusters
  Score: Raw -745730.785917 + Penalty 2901.333951 = -742829.451966
  nChanged 9
		SP:Iteration 125Q (30543.810000 sec): 3 clusters
  Score: Raw -745732.925653 + Penalty 2901.333951 = -742831.591701
  nChanged 7
		SP:Iteration 126Q (30544.040000 sec): 3 clusters
  Score: Raw -745734.279943 + Penalty 2901.333951 = -742832.945992
  nChanged 6
		SP:Iteration 127Q (30544.240000 sec): 3 clusters
  Score: Raw -745735.570299 + Penalty 2901.333951 = -742834.236348
  nChanged 10
		SP:Iteration 128Q (30544.440000 sec): 3 clusters
  Score: Raw -745737.092804 + Penalty 2901.333951 = -742835.758853
  nChanged 3
		SP:Iteration 129Q (30544.660000 sec): 3 clusters
  Score: Raw -745737.623301 + Penalty 2901.333951 = -742836.289349
  nChanged 5
		SP:Iteration 130Q (30544.870000 sec): 3 clusters
  Score: Raw -745738.335851 + Penalty 2901.333951 = -742837.001900
  nChanged 3
		SP:Iteration 131Q (30545.060000 sec): 3 clusters
  Score: Raw -745739.518388 + Penalty 2901.333951 = -742838.184437
  nChanged 5
		SP:Iteration 132Q (30545.310000 sec): 3 clusters
  Score: Raw -745740.713471 + Penalty 2901.333951 = -742839.379520
  nChanged 7
		SP:Iteration 133Q (30545.500000 sec): 3 clusters
  Score: Raw -745741.991506 + Penalty 2901.333951 = -742840.657555
  nChanged 6
		SP:Iteration 134Q (30545.710000 sec): 3 clusters
  Score: Raw -745743.068249 + Penalty 2901.333951 = -742841.734297
  nChanged 6
		SP:Iteration 135Q (30545.910000 sec): 3 clusters
  Score: Raw -745743.863375 + Penalty 2901.333951 = -742842.529424
  nChanged 4
		SP:Iteration 136Q (30546.130000 sec): 3 clusters
  Score: Raw -745744.729918 + Penalty 2901.333951 = -742843.395967
  nChanged 5
		SP:Iteration 137Q (30546.390000 sec): 3 clusters
  Score: Raw -745746.245291 + Penalty 2901.333951 = -742844.911340
  nChanged 7
		SP:Iteration 138Q (30546.600000 sec): 3 clusters
  Score: Raw -745747.358371 + Penalty 2901.333951 = -742846.024420
  nChanged 2
		SP:Iteration 139Q (30546.800000 sec): 3 clusters
  Score: Raw -745747.494742 + Penalty 2901.333951 = -742846.160791
  nChanged 0
		SP:Iteration 140F (30546.980000 sec): 3 clusters
  Score: Raw -745747.494742 + Penalty 2901.333951 = -742846.160791
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 42 (1139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30547.120000 sec): 2 clusters
  Score: Raw -100077.984703 + Penalty 1143.659719 = -98934.324984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30547.300000 sec): 3 clusters
  Score: Raw -99705.473550 + Penalty 2287.319438 = -97418.154112
  nChanged 349
		SP:Iteration 1F (30547.460000 sec): 3 clusters
  Score: Raw -100002.123184 + Penalty 2287.319438 = -97714.803745
  nChanged 104
		SP:Iteration 2F (30547.660000 sec): 3 clusters
  Score: Raw -100144.379938 + Penalty 2287.319438 = -97857.060500
  nChanged 69
		SP:Iteration 3F (30547.850000 sec): 3 clusters
  Score: Raw -100245.440882 + Penalty 2287.319438 = -97958.121444
  nChanged 64
		SP:Iteration 4F (30548.000000 sec): 3 clusters
  Score: Raw -100328.900163 + Penalty 2287.319438 = -98041.580725
  nChanged 37
		SP:Iteration 5Q (30548.210000 sec): 3 clusters
  Score: Raw -100373.526371 + Penalty 2287.319438 = -98086.206933
  nChanged 30
		SP:Iteration 6Q (30548.370000 sec): 3 clusters
  Score: Raw -100410.558142 + Penalty 2287.319438 = -98123.238704
  nChanged 23
		SP:Iteration 7Q (30548.570000 sec): 3 clusters
  Score: Raw -100441.870358 + Penalty 2287.319438 = -98154.550920
  nChanged 33
		SP:Iteration 8Q (30548.740000 sec): 3 clusters
  Score: Raw -100489.234867 + Penalty 2287.319438 = -98201.915428
  nChanged 33
		SP:Iteration 9Q (30548.970000 sec): 3 clusters
  Score: Raw -100528.662298 + Penalty 2287.319438 = -98241.342860
  nChanged 28
		SP:Iteration 10Q (30549.160000 sec): 3 clusters
  Score: Raw -100568.572907 + Penalty 2287.319438 = -98281.253469
  nChanged 25
		SP:Iteration 11Q (30549.380000 sec): 3 clusters
  Score: Raw -100597.090187 + Penalty 2287.319438 = -98309.770749
  nChanged 15
		SP:Iteration 12Q (30549.560000 sec): 3 clusters
  Score: Raw -100611.946124 + Penalty 2287.319438 = -98324.626686
  nChanged 7
		SP:Iteration 13Q (30549.740000 sec): 3 clusters
  Score: Raw -100619.411488 + Penalty 2287.319438 = -98332.092050
  nChanged 14
		SP:Iteration 14Q (30549.880000 sec): 3 clusters
  Score: Raw -100646.192672 + Penalty 2287.319438 = -98358.873234
  nChanged 15
		SP:Iteration 15Q (30550.070000 sec): 3 clusters
  Score: Raw -100674.405383 + Penalty 2287.319438 = -98387.085945
  nChanged 14
		SP:Iteration 16Q (30550.290000 sec): 3 clusters
  Score: Raw -100703.928731 + Penalty 2287.319438 = -98416.609293
  nChanged 12
		SP:Iteration 17Q (30550.500000 sec): 3 clusters
  Score: Raw -100716.553219 + Penalty 2287.319438 = -98429.233781
  nChanged 14
		SP:Iteration 18Q (30550.710000 sec): 3 clusters
  Score: Raw -100735.976022 + Penalty 2287.319438 = -98448.656584
  nChanged 9
		SP:Iteration 19Q (30550.880000 sec): 3 clusters
  Score: Raw -100746.900975 + Penalty 2287.319438 = -98459.581537
  nChanged 11
		SP:Iteration 20F (30551.040000 sec): 3 clusters
  Score: Raw -100767.269674 + Penalty 2287.319438 = -98479.950236
  nChanged 11
		SP:Iteration 21Q (30551.160000 sec): 3 clusters
  Score: Raw -100781.126043 + Penalty 2287.319438 = -98493.806605
  nChanged 8
		SP:Iteration 22Q (30551.410000 sec): 3 clusters
  Score: Raw -100802.463109 + Penalty 2287.319438 = -98515.143671
  nChanged 11
		SP:Iteration 23Q (30551.520000 sec): 3 clusters
  Score: Raw -100815.636210 + Penalty 2287.319438 = -98528.316771
  nChanged 5
		SP:Iteration 24Q (30551.710000 sec): 3 clusters
  Score: Raw -100819.752337 + Penalty 2287.319438 = -98532.432899
  nChanged 5
		SP:Iteration 25Q (30551.920000 sec): 3 clusters
  Score: Raw -100823.147500 + Penalty 2287.319438 = -98535.828062
  nChanged 3
		SP:Iteration 26Q (30552.080000 sec): 3 clusters
  Score: Raw -100825.053414 + Penalty 2287.319438 = -98537.733976
  nChanged 1
		SP:Iteration 27Q (30552.240000 sec): 3 clusters
  Score: Raw -100825.333321 + Penalty 2287.319438 = -98538.013883
  nChanged 0
		SP:Iteration 28F (30552.420000 sec): 3 clusters
  Score: Raw -100825.333321 + Penalty 2287.319438 = -98538.013883
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 43 (4907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30552.560000 sec): 2 clusters
  Score: Raw -466574.335007 + Penalty 1380.992931 = -465193.342076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30552.800000 sec): 3 clusters
  Score: Raw -464036.429079 + Penalty 2761.985862 = -461274.443217
  nChanged 1997
		SP:Iteration 1F (30552.990000 sec): 3 clusters
  Score: Raw -465189.527172 + Penalty 2761.985862 = -462427.541311
  nChanged 418
		SP:Iteration 2F (30553.220000 sec): 3 clusters
  Score: Raw -465478.436272 + Penalty 2761.985862 = -462716.450411
  nChanged 352
		SP:Iteration 3F (30553.400000 sec): 3 clusters
  Score: Raw -465746.001457 + Penalty 2761.985862 = -462984.015595
  nChanged 307
		SP:Iteration 4F (30553.620000 sec): 3 clusters
  Score: Raw -465989.798928 + Penalty 2761.985862 = -463227.813066
  nChanged 287
		SP:Iteration 5F (30553.840000 sec): 3 clusters
  Score: Raw -466212.921284 + Penalty 2761.985862 = -463450.935423
  nChanged 223
		SP:Iteration 6Q (30554.060000 sec): 3 clusters
  Score: Raw -466351.710623 + Penalty 2761.985862 = -463589.724761
  nChanged 177
		SP:Iteration 7Q (30554.280000 sec): 3 clusters
  Score: Raw -466451.253010 + Penalty 2761.985862 = -463689.267148
  nChanged 142
		SP:Iteration 8Q (30554.450000 sec): 3 clusters
  Score: Raw -466527.286610 + Penalty 2761.985862 = -463765.300748
  nChanged 124
		SP:Iteration 9Q (30554.670000 sec): 3 clusters
  Score: Raw -466605.420240 + Penalty 2761.985862 = -463843.434378
  nChanged 102
		SP:Iteration 10Q (30554.850000 sec): 3 clusters
  Score: Raw -466654.479477 + Penalty 2761.985862 = -463892.493615
  nChanged 64
		SP:Iteration 11Q (30555.100000 sec): 3 clusters
  Score: Raw -466683.457015 + Penalty 2761.985862 = -463921.471153
  nChanged 49
		SP:Iteration 12Q (30555.280000 sec): 3 clusters
  Score: Raw -466707.406865 + Penalty 2761.985862 = -463945.421004
  nChanged 41
		SP:Iteration 13Q (30555.490000 sec): 3 clusters
  Score: Raw -466729.103476 + Penalty 2761.985862 = -463967.117615
  nChanged 48
		SP:Iteration 14Q (30555.670000 sec): 3 clusters
  Score: Raw -466749.585160 + Penalty 2761.985862 = -463987.599298
  nChanged 32
		SP:Iteration 15Q (30555.880000 sec): 3 clusters
  Score: Raw -466763.841722 + Penalty 2761.985862 = -464001.855860
  nChanged 24
		SP:Iteration 16Q (30556.120000 sec): 3 clusters
  Score: Raw -466776.073456 + Penalty 2761.985862 = -464014.087594
  nChanged 25
		SP:Iteration 17Q (30556.300000 sec): 3 clusters
  Score: Raw -466787.926094 + Penalty 2761.985862 = -464025.940232
  nChanged 31
		SP:Iteration 18Q (30556.500000 sec): 3 clusters
  Score: Raw -466804.756136 + Penalty 2761.985862 = -464042.770275
  nChanged 42
		SP:Iteration 19Q (30556.690000 sec): 3 clusters
  Score: Raw -466832.444903 + Penalty 2761.985862 = -464070.459041
  nChanged 42
		SP:Iteration 20F (30556.890000 sec): 3 clusters
  Score: Raw -466859.140169 + Penalty 2761.985862 = -464097.154307
  nChanged 34
		SP:Iteration 21Q (30557.100000 sec): 3 clusters
  Score: Raw -466877.457669 + Penalty 2761.985862 = -464115.471807
  nChanged 28
		SP:Iteration 22Q (30557.300000 sec): 3 clusters
  Score: Raw -466904.493164 + Penalty 2761.985862 = -464142.507303
  nChanged 45
		SP:Iteration 23Q (30557.470000 sec): 3 clusters
  Score: Raw -466937.380392 + Penalty 2761.985862 = -464175.394530
  nChanged 37
		SP:Iteration 24Q (30557.670000 sec): 3 clusters
  Score: Raw -466971.836719 + Penalty 2761.985862 = -464209.850857
  nChanged 50
		SP:Iteration 25Q (30557.890000 sec): 3 clusters
  Score: Raw -467013.640885 + Penalty 2761.985862 = -464251.655024
  nChanged 35
		SP:Iteration 26Q (30558.100000 sec): 3 clusters
  Score: Raw -467041.389475 + Penalty 2761.985862 = -464279.403614
  nChanged 31
		SP:Iteration 27Q (30558.310000 sec): 3 clusters
  Score: Raw -467068.940028 + Penalty 2761.985862 = -464306.954167
  nChanged 35
		SP:Iteration 28Q (30558.480000 sec): 3 clusters
  Score: Raw -467100.235539 + Penalty 2761.985862 = -464338.249677
  nChanged 26
		SP:Iteration 29Q (30558.700000 sec): 3 clusters
  Score: Raw -467113.756570 + Penalty 2761.985862 = -464351.770708
  nChanged 13
		SP:Iteration 30Q (30558.920000 sec): 3 clusters
  Score: Raw -467124.330946 + Penalty 2761.985862 = -464362.345084
  nChanged 15
		SP:Iteration 31Q (30559.130000 sec): 3 clusters
  Score: Raw -467133.429908 + Penalty 2761.985862 = -464371.444047
  nChanged 13
		SP:Iteration 32Q (30559.320000 sec): 3 clusters
  Score: Raw -467140.952726 + Penalty 2761.985862 = -464378.966865
  nChanged 11
		SP:Iteration 33Q (30559.500000 sec): 3 clusters
  Score: Raw -467149.074550 + Penalty 2761.985862 = -464387.088688
  nChanged 12
		SP:Iteration 34Q (30559.660000 sec): 3 clusters
  Score: Raw -467155.719046 + Penalty 2761.985862 = -464393.733184
  nChanged 5
		SP:Iteration 35Q (30559.880000 sec): 3 clusters
  Score: Raw -467159.117736 + Penalty 2761.985862 = -464397.131875
  nChanged 7
		SP:Iteration 36Q (30560.050000 sec): 3 clusters
  Score: Raw -467163.113508 + Penalty 2761.985862 = -464401.127646
  nChanged 6
		SP:Iteration 37Q (30560.280000 sec): 3 clusters
  Score: Raw -467166.785461 + Penalty 2761.985862 = -464404.799599
  nChanged 2
		SP:Iteration 38Q (30560.480000 sec): 3 clusters
  Score: Raw -467168.118259 + Penalty 2761.985862 = -464406.132398
  nChanged 2
		SP:Iteration 39Q (30560.680000 sec): 3 clusters
  Score: Raw -467168.848911 + Penalty 2761.985862 = -464406.863049
  nChanged 1
		SP:Iteration 40F (30560.890000 sec): 3 clusters
  Score: Raw -467168.979150 + Penalty 2761.985862 = -464406.993288
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 44 (11305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30561.030000 sec): 2 clusters
  Score: Raw -1099138.391122 + Penalty 1516.612563 = -1097621.778560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30561.240000 sec): 3 clusters
  Score: Raw -1092659.026372 + Penalty 3033.225125 = -1089625.801246
  nChanged 4913
		SP:Iteration 1F (30561.470000 sec): 3 clusters
  Score: Raw -1095496.632893 + Penalty 3033.225125 = -1092463.407768
  nChanged 773
		SP:Iteration 2F (30561.740000 sec): 3 clusters
  Score: Raw -1095916.123559 + Penalty 3033.225125 = -1092882.898434
  nChanged 650
		SP:Iteration 3F (30561.930000 sec): 3 clusters
  Score: Raw -1096275.156545 + Penalty 3033.225125 = -1093241.931420
  nChanged 608
		SP:Iteration 4F (30562.200000 sec): 3 clusters
  Score: Raw -1096589.442521 + Penalty 3033.225125 = -1093556.217396
  nChanged 547
		SP:Iteration 5Q (30562.390000 sec): 3 clusters
  Score: Raw -1096890.828667 + Penalty 3033.225125 = -1093857.603542
  nChanged 518
		SP:Iteration 6Q (30562.620000 sec): 3 clusters
  Score: Raw -1097158.137094 + Penalty 3033.225125 = -1094124.911969
  nChanged 454
		SP:Iteration 7Q (30562.870000 sec): 3 clusters
  Score: Raw -1097407.593823 + Penalty 3033.225125 = -1094374.368698
  nChanged 484
		SP:Iteration 8Q (30563.140000 sec): 3 clusters
  Score: Raw -1097722.758935 + Penalty 3033.225125 = -1094689.533810
  nChanged 481
		SP:Iteration 9Q (30563.400000 sec): 3 clusters
  Score: Raw -1098037.587088 + Penalty 3033.225125 = -1095004.361963
  nChanged 448
		SP:Iteration 10Q (30563.650000 sec): 3 clusters
  Score: Raw -1098289.903670 + Penalty 3033.225125 = -1095256.678545
  nChanged 349
		SP:Iteration 11Q (30563.910000 sec): 3 clusters
  Score: Raw -1098458.834507 + Penalty 3033.225125 = -1095425.609382
  nChanged 288
		SP:Iteration 12Q (30564.150000 sec): 3 clusters
  Score: Raw -1098579.553271 + Penalty 3033.225125 = -1095546.328146
  nChanged 226
		SP:Iteration 13Q (30564.430000 sec): 3 clusters
  Score: Raw -1098664.361120 + Penalty 3033.225125 = -1095631.135995
  nChanged 183
		SP:Iteration 14Q (30564.680000 sec): 3 clusters
  Score: Raw -1098722.118635 + Penalty 3033.225125 = -1095688.893510
  nChanged 146
		SP:Iteration 15Q (30564.950000 sec): 3 clusters
  Score: Raw -1098761.689218 + Penalty 3033.225125 = -1095728.464093
  nChanged 114
		SP:Iteration 16Q (30565.180000 sec): 3 clusters
  Score: Raw -1098790.064247 + Penalty 3033.225125 = -1095756.839122
  nChanged 91
		SP:Iteration 17Q (30565.400000 sec): 3 clusters
  Score: Raw -1098812.899920 + Penalty 3033.225125 = -1095779.674795
  nChanged 94
		SP:Iteration 18Q (30565.690000 sec): 3 clusters
  Score: Raw -1098836.796819 + Penalty 3033.225125 = -1095803.571694
  nChanged 83
		SP:Iteration 19Q (30565.860000 sec): 3 clusters
  Score: Raw -1098857.382315 + Penalty 3033.225125 = -1095824.157189
  nChanged 68
		SP:Iteration 20F (30566.080000 sec): 3 clusters
  Score: Raw -1098873.124635 + Penalty 3033.225125 = -1095839.899510
  nChanged 77
		SP:Iteration 21Q (30566.330000 sec): 3 clusters
  Score: Raw -1098890.962828 + Penalty 3033.225125 = -1095857.737703
  nChanged 66
		SP:Iteration 22Q (30566.530000 sec): 3 clusters
  Score: Raw -1098907.004962 + Penalty 3033.225125 = -1095873.779837
  nChanged 79
		SP:Iteration 23Q (30566.760000 sec): 3 clusters
  Score: Raw -1098927.322073 + Penalty 3033.225125 = -1095894.096948
  nChanged 82
		SP:Iteration 24Q (30566.960000 sec): 3 clusters
  Score: Raw -1098949.139834 + Penalty 3033.225125 = -1095915.914709
  nChanged 82
		SP:Iteration 25Q (30567.180000 sec): 3 clusters
  Score: Raw -1098969.200662 + Penalty 3033.225125 = -1095935.975537
  nChanged 72
		SP:Iteration 26Q (30567.400000 sec): 3 clusters
  Score: Raw -1098982.765047 + Penalty 3033.225125 = -1095949.539922
  nChanged 56
		SP:Iteration 27Q (30567.620000 sec): 3 clusters
  Score: Raw -1098994.857508 + Penalty 3033.225125 = -1095961.632383
  nChanged 63
		SP:Iteration 28Q (30567.840000 sec): 3 clusters
  Score: Raw -1099007.006605 + Penalty 3033.225125 = -1095973.781480
  nChanged 45
		SP:Iteration 29Q (30568.040000 sec): 3 clusters
  Score: Raw -1099015.562081 + Penalty 3033.225125 = -1095982.336956
  nChanged 48
		SP:Iteration 30Q (30568.300000 sec): 3 clusters
  Score: Raw -1099025.406348 + Penalty 3033.225125 = -1095992.181223
  nChanged 62
		SP:Iteration 31Q (30568.520000 sec): 3 clusters
  Score: Raw -1099038.412437 + Penalty 3033.225125 = -1096005.187312
  nChanged 45
		SP:Iteration 32Q (30568.740000 sec): 3 clusters
  Score: Raw -1099048.390235 + Penalty 3033.225125 = -1096015.165110
  nChanged 46
		SP:Iteration 33Q (30568.960000 sec): 3 clusters
  Score: Raw -1099059.559199 + Penalty 3033.225125 = -1096026.334074
  nChanged 64
		SP:Iteration 34Q (30569.200000 sec): 3 clusters
  Score: Raw -1099078.590560 + Penalty 3033.225125 = -1096045.365435
  nChanged 78
		SP:Iteration 35Q (30569.410000 sec): 3 clusters
  Score: Raw -1099098.222384 + Penalty 3033.225125 = -1096064.997259
  nChanged 63
		SP:Iteration 36Q (30569.620000 sec): 3 clusters
  Score: Raw -1099113.879643 + Penalty 3033.225125 = -1096080.654518
  nChanged 67
		SP:Iteration 37Q (30569.870000 sec): 3 clusters
  Score: Raw -1099131.219259 + Penalty 3033.225125 = -1096097.994134
  nChanged 67
		SP:Iteration 38Q (30570.050000 sec): 3 clusters
  Score: Raw -1099147.957260 + Penalty 3033.225125 = -1096114.732135
  nChanged 62
		SP:Iteration 39Q (30570.230000 sec): 3 clusters
  Score: Raw -1099167.539937 + Penalty 3033.225125 = -1096134.314812
  nChanged 69
		SP:Iteration 40F (30570.480000 sec): 3 clusters
  Score: Raw -1099190.248919 + Penalty 3033.225125 = -1096157.023794
  nChanged 89
		SP:Iteration 41Q (30570.710000 sec): 3 clusters
  Score: Raw -1099225.807251 + Penalty 3033.225125 = -1096192.582126
  nChanged 93
		SP:Iteration 42Q (30570.920000 sec): 3 clusters
  Score: Raw -1099263.464350 + Penalty 3033.225125 = -1096230.239225
  nChanged 102
		SP:Iteration 43Q (30571.200000 sec): 3 clusters
  Score: Raw -1099308.429599 + Penalty 3033.225125 = -1096275.204474
  nChanged 97
		SP:Iteration 44Q (30571.410000 sec): 3 clusters
  Score: Raw -1099345.741462 + Penalty 3033.225125 = -1096312.516337
  nChanged 92
		SP:Iteration 45Q (30571.590000 sec): 3 clusters
  Score: Raw -1099381.421321 + Penalty 3033.225125 = -1096348.196196
  nChanged 105
		SP:Iteration 46Q (30571.720000 sec): 3 clusters
  Score: Raw -1099424.287778 + Penalty 3033.225125 = -1096391.062653
  nChanged 107
		SP:Iteration 47Q (30571.940000 sec): 3 clusters
  Score: Raw -1099471.253566 + Penalty 3033.225125 = -1096438.028441
  nChanged 90
		SP:Iteration 48Q (30572.150000 sec): 3 clusters
  Score: Raw -1099511.659378 + Penalty 3033.225125 = -1096478.434253
  nChanged 100
		SP:Iteration 49Q (30572.350000 sec): 3 clusters
  Score: Raw -1099558.824424 + Penalty 3033.225125 = -1096525.599299
  nChanged 83
		SP:Iteration 50Q (30572.630000 sec): 3 clusters
  Score: Raw -1099594.350784 + Penalty 3033.225125 = -1096561.125659
  nChanged 80
		SP:Iteration 51Q (30572.850000 sec): 3 clusters
  Score: Raw -1099624.614095 + Penalty 3033.225125 = -1096591.388970
  nChanged 78
		SP:Iteration 52Q (30573.100000 sec): 3 clusters
  Score: Raw -1099651.831525 + Penalty 3033.225125 = -1096618.606400
  nChanged 52
		SP:Iteration 53Q (30573.350000 sec): 3 clusters
  Score: Raw -1099670.933867 + Penalty 3033.225125 = -1096637.708742
  nChanged 49
		SP:Iteration 54Q (30573.580000 sec): 3 clusters
  Score: Raw -1099691.482578 + Penalty 3033.225125 = -1096658.257453
  nChanged 52
		SP:Iteration 55Q (30573.790000 sec): 3 clusters
  Score: Raw -1099713.685681 + Penalty 3033.225125 = -1096680.460556
  nChanged 53
		SP:Iteration 56Q (30574.040000 sec): 3 clusters
  Score: Raw -1099731.932551 + Penalty 3033.225125 = -1096698.707426
  nChanged 49
		SP:Iteration 57Q (30574.200000 sec): 3 clusters
  Score: Raw -1099749.001079 + Penalty 3033.225125 = -1096715.775954
  nChanged 46
		SP:Iteration 58Q (30574.400000 sec): 3 clusters
  Score: Raw -1099765.123163 + Penalty 3033.225125 = -1096731.898038
  nChanged 46
		SP:Iteration 59Q (30574.640000 sec): 3 clusters
  Score: Raw -1099780.448330 + Penalty 3033.225125 = -1096747.223205
  nChanged 45
		SP:Iteration 60F (30574.910000 sec): 3 clusters
  Score: Raw -1099794.363216 + Penalty 3033.225125 = -1096761.138091
  nChanged 43
		SP:Iteration 61Q (30575.100000 sec): 3 clusters
  Score: Raw -1099807.640476 + Penalty 3033.225125 = -1096774.415351
  nChanged 45
		SP:Iteration 62Q (30575.340000 sec): 3 clusters
  Score: Raw -1099821.925668 + Penalty 3033.225125 = -1096788.700543
  nChanged 34
		SP:Iteration 63Q (30575.560000 sec): 3 clusters
  Score: Raw -1099832.573572 + Penalty 3033.225125 = -1096799.348447
  nChanged 33
		SP:Iteration 64Q (30575.800000 sec): 3 clusters
  Score: Raw -1099842.789813 + Penalty 3033.225125 = -1096809.564688
  nChanged 35
		SP:Iteration 65Q (30576.050000 sec): 3 clusters
  Score: Raw -1099851.878425 + Penalty 3033.225125 = -1096818.653300
  nChanged 27
		SP:Iteration 66Q (30576.340000 sec): 3 clusters
  Score: Raw -1099860.446089 + Penalty 3033.225125 = -1096827.220964
  nChanged 29
		SP:Iteration 67Q (30576.570000 sec): 3 clusters
  Score: Raw -1099867.930693 + Penalty 3033.225125 = -1096834.705568
  nChanged 23
		SP:Iteration 68Q (30576.820000 sec): 3 clusters
  Score: Raw -1099873.474418 + Penalty 3033.225125 = -1096840.249293
  nChanged 21
		SP:Iteration 69Q (30577.030000 sec): 3 clusters
  Score: Raw -1099878.289779 + Penalty 3033.225125 = -1096845.064654
  nChanged 19
		SP:Iteration 70Q (30577.260000 sec): 3 clusters
  Score: Raw -1099882.725885 + Penalty 3033.225125 = -1096849.500759
  nChanged 15
		SP:Iteration 71Q (30577.470000 sec): 3 clusters
  Score: Raw -1099887.561312 + Penalty 3033.225125 = -1096854.336187
  nChanged 18
		SP:Iteration 72Q (30577.680000 sec): 3 clusters
  Score: Raw -1099892.741967 + Penalty 3033.225125 = -1096859.516842
  nChanged 20
		SP:Iteration 73Q (30577.880000 sec): 3 clusters
  Score: Raw -1099900.104312 + Penalty 3033.225125 = -1096866.879187
  nChanged 19
		SP:Iteration 74Q (30578.100000 sec): 3 clusters
  Score: Raw -1099907.591572 + Penalty 3033.225125 = -1096874.366447
  nChanged 23
		SP:Iteration 75Q (30578.320000 sec): 3 clusters
  Score: Raw -1099916.158042 + Penalty 3033.225125 = -1096882.932917
  nChanged 25
		SP:Iteration 76Q (30578.550000 sec): 3 clusters
  Score: Raw -1099926.743123 + Penalty 3033.225125 = -1096893.517998
  nChanged 21
		SP:Iteration 77Q (30578.820000 sec): 3 clusters
  Score: Raw -1099935.462983 + Penalty 3033.225125 = -1096902.237858
  nChanged 25
		SP:Iteration 78Q (30579.050000 sec): 3 clusters
  Score: Raw -1099944.199796 + Penalty 3033.225125 = -1096910.974671
  nChanged 14
		SP:Iteration 79Q (30579.250000 sec): 3 clusters
  Score: Raw -1099949.253431 + Penalty 3033.225125 = -1096916.028306
  nChanged 12
		SP:Iteration 80F (30579.480000 sec): 3 clusters
  Score: Raw -1099953.568817 + Penalty 3033.225125 = -1096920.343692
  nChanged 14
		SP:Iteration 81Q (30579.750000 sec): 3 clusters
  Score: Raw -1099959.424393 + Penalty 3033.225125 = -1096926.199268
  nChanged 25
		SP:Iteration 82Q (30579.940000 sec): 3 clusters
  Score: Raw -1099971.025362 + Penalty 3033.225125 = -1096937.800237
  nChanged 16
		SP:Iteration 83Q (30580.180000 sec): 3 clusters
  Score: Raw -1099976.772864 + Penalty 3033.225125 = -1096943.547739
  nChanged 18
		SP:Iteration 84Q (30580.460000 sec): 3 clusters
  Score: Raw -1099984.201298 + Penalty 3033.225125 = -1096950.976173
  nChanged 23
		SP:Iteration 85Q (30580.640000 sec): 3 clusters
  Score: Raw -1099990.960457 + Penalty 3033.225125 = -1096957.735332
  nChanged 15
		SP:Iteration 86Q (30580.870000 sec): 3 clusters
  Score: Raw -1099996.535176 + Penalty 3033.225125 = -1096963.310051
  nChanged 17
		SP:Iteration 87Q (30581.050000 sec): 3 clusters
  Score: Raw -1100002.349769 + Penalty 3033.225125 = -1096969.124644
  nChanged 10
		SP:Iteration 88Q (30581.300000 sec): 3 clusters
  Score: Raw -1100007.180639 + Penalty 3033.225125 = -1096973.955514
  nChanged 14
		SP:Iteration 89Q (30581.540000 sec): 3 clusters
  Score: Raw -1100014.014005 + Penalty 3033.225125 = -1096980.788880
  nChanged 17
		SP:Iteration 90Q (30581.830000 sec): 3 clusters
  Score: Raw -1100021.381894 + Penalty 3033.225125 = -1096988.156769
  nChanged 10
		SP:Iteration 91Q (30582.060000 sec): 3 clusters
  Score: Raw -1100029.186152 + Penalty 3033.225125 = -1096995.961027
  nChanged 17
		SP:Iteration 92Q (30582.280000 sec): 3 clusters
  Score: Raw -1100038.037733 + Penalty 3033.225125 = -1097004.812608
  nChanged 17
		SP:Iteration 93Q (30582.530000 sec): 3 clusters
  Score: Raw -1100044.070647 + Penalty 3033.225125 = -1097010.845522
  nChanged 21
		SP:Iteration 94Q (30582.740000 sec): 3 clusters
  Score: Raw -1100051.268963 + Penalty 3033.225125 = -1097018.043838
  nChanged 14
		SP:Iteration 95Q (30582.980000 sec): 3 clusters
  Score: Raw -1100059.157117 + Penalty 3033.225125 = -1097025.931992
  nChanged 15
		SP:Iteration 96Q (30583.170000 sec): 3 clusters
  Score: Raw -1100066.285368 + Penalty 3033.225125 = -1097033.060243
  nChanged 16
		SP:Iteration 97Q (30583.420000 sec): 3 clusters
  Score: Raw -1100074.639984 + Penalty 3033.225125 = -1097041.414859
  nChanged 19
		SP:Iteration 98Q (30583.670000 sec): 3 clusters
  Score: Raw -1100083.234376 + Penalty 3033.225125 = -1097050.009251
  nChanged 14
		SP:Iteration 99Q (30583.900000 sec): 3 clusters
  Score: Raw -1100091.050838 + Penalty 3033.225125 = -1097057.825713
  nChanged 11
		SP:Iteration 100F (30584.120000 sec): 3 clusters
  Score: Raw -1100105.893268 + Penalty 3033.225125 = -1097072.668143
  nChanged 22
		SP:Iteration 101Q (30584.280000 sec): 3 clusters
  Score: Raw -1100125.579030 + Penalty 3033.225125 = -1097092.353905
  nChanged 19
		SP:Iteration 102Q (30584.520000 sec): 3 clusters
  Score: Raw -1100134.247159 + Penalty 3033.225125 = -1097101.022034
  nChanged 11
		SP:Iteration 103Q (30584.690000 sec): 3 clusters
  Score: Raw -1100140.137137 + Penalty 3033.225125 = -1097106.912012
  nChanged 11
		SP:Iteration 104Q (30584.940000 sec): 3 clusters
  Score: Raw -1100145.846296 + Penalty 3033.225125 = -1097112.621171
  nChanged 10
		SP:Iteration 105Q (30585.150000 sec): 3 clusters
  Score: Raw -1100151.865036 + Penalty 3033.225125 = -1097118.639911
  nChanged 15
		SP:Iteration 106Q (30585.390000 sec): 3 clusters
  Score: Raw -1100158.873425 + Penalty 3033.225125 = -1097125.648300
  nChanged 9
		SP:Iteration 107Q (30585.580000 sec): 3 clusters
  Score: Raw -1100163.318256 + Penalty 3033.225125 = -1097130.093131
  nChanged 5
		SP:Iteration 108Q (30585.820000 sec): 3 clusters
  Score: Raw -1100165.236185 + Penalty 3033.225125 = -1097132.011060
  nChanged 4
		SP:Iteration 109Q (30586.020000 sec): 3 clusters
  Score: Raw -1100166.559124 + Penalty 3033.225125 = -1097133.333999
  nChanged 3
		SP:Iteration 110Q (30586.240000 sec): 3 clusters
  Score: Raw -1100167.566071 + Penalty 3033.225125 = -1097134.340946
  nChanged 0
		SP:Iteration 111F (30586.450000 sec): 3 clusters
  Score: Raw -1100167.566071 + Penalty 3033.225125 = -1097134.340946
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 45 (7638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30586.610000 sec): 2 clusters
  Score: Raw -870039.049497 + Penalty 1452.894799 = -868586.154699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30586.810000 sec): 3 clusters
  Score: Raw -865866.833045 + Penalty 2905.789597 = -862961.043448
  nChanged 3219
		SP:Iteration 1F (30586.990000 sec): 3 clusters
  Score: Raw -867604.402560 + Penalty 2905.789597 = -864698.612963
  nChanged 474
		SP:Iteration 2F (30587.160000 sec): 3 clusters
  Score: Raw -867857.921485 + Penalty 2905.789597 = -864952.131888
  nChanged 413
		SP:Iteration 3F (30587.340000 sec): 3 clusters
  Score: Raw -868081.748814 + Penalty 2905.789597 = -865175.959217
  nChanged 380
		SP:Iteration 4Q (30587.580000 sec): 3 clusters
  Score: Raw -868315.590876 + Penalty 2905.789597 = -865409.801279
  nChanged 409
		SP:Iteration 5F (30587.810000 sec): 3 clusters
  Score: Raw -868613.179805 + Penalty 2905.789597 = -865707.390208
  nChanged 434
		SP:Iteration 6F (30588.040000 sec): 3 clusters
  Score: Raw -868995.633131 + Penalty 2905.789597 = -866089.843533
  nChanged 402
		SP:Iteration 7F (30588.220000 sec): 3 clusters
  Score: Raw -869373.333330 + Penalty 2905.789597 = -866467.543733
  nChanged 339
		SP:Iteration 8Q (30588.420000 sec): 3 clusters
  Score: Raw -869692.056869 + Penalty 2905.789597 = -866786.267272
  nChanged 202
		SP:Iteration 9Q (30588.640000 sec): 3 clusters
  Score: Raw -869894.672191 + Penalty 2905.789597 = -866988.882594
  nChanged 120
		SP:Iteration 10Q (30588.810000 sec): 3 clusters
  Score: Raw -870013.494786 + Penalty 2905.789597 = -867107.705189
  nChanged 66
		SP:Iteration 11Q (30589.000000 sec): 3 clusters
  Score: Raw -870090.051365 + Penalty 2905.789597 = -867184.261768
  nChanged 33
		SP:Iteration 12Q (30589.170000 sec): 3 clusters
  Score: Raw -870130.232178 + Penalty 2905.789597 = -867224.442581
  nChanged 22
		SP:Iteration 13Q (30589.370000 sec): 3 clusters
  Score: Raw -870153.374578 + Penalty 2905.789597 = -867247.584981
  nChanged 13
		SP:Iteration 14Q (30589.580000 sec): 3 clusters
  Score: Raw -870169.289377 + Penalty 2905.789597 = -867263.499780
  nChanged 8
		SP:Iteration 15Q (30589.770000 sec): 3 clusters
  Score: Raw -870183.178360 + Penalty 2905.789597 = -867277.388763
  nChanged 9
		SP:Iteration 16Q (30590.020000 sec): 3 clusters
  Score: Raw -870194.879430 + Penalty 2905.789597 = -867289.089833
  nChanged 6
		SP:Iteration 17Q (30590.200000 sec): 3 clusters
  Score: Raw -870203.025324 + Penalty 2905.789597 = -867297.235726
  nChanged 5
		SP:Iteration 18Q (30590.420000 sec): 3 clusters
  Score: Raw -870208.272272 + Penalty 2905.789597 = -867302.482675
  nChanged 2
		SP:Iteration 19Q (30590.580000 sec): 3 clusters
  Score: Raw -870210.715205 + Penalty 2905.789597 = -867304.925608
  nChanged 3
		SP:Iteration 20F (30590.790000 sec): 3 clusters
  Score: Raw -870215.413449 + Penalty 2905.789597 = -867309.623852
  nChanged 2
		SP:Iteration 21Q (30590.980000 sec): 3 clusters
  Score: Raw -870218.464931 + Penalty 2905.789597 = -867312.675334
  nChanged 1
		SP:Iteration 22Q (30591.220000 sec): 3 clusters
  Score: Raw -870219.601281 + Penalty 2905.789597 = -867313.811684
  nChanged 0
		SP:Iteration 23F (30591.420000 sec): 3 clusters
  Score: Raw -870219.601281 + Penalty 2905.789597 = -867313.811684
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 46 (4659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30591.570000 sec): 2 clusters
  Score: Raw -478395.010349 + Penalty 1372.565368 = -477022.444981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30591.740000 sec): 3 clusters
  Score: Raw -476005.335225 + Penalty 2745.130736 = -473260.204489
  nChanged 1851
		SP:Iteration 1F (30591.980000 sec): 3 clusters
  Score: Raw -477091.604417 + Penalty 2745.130736 = -474346.473681
  nChanged 330
		SP:Iteration 2F (30592.200000 sec): 3 clusters
  Score: Raw -477261.186836 + Penalty 2745.130736 = -474516.056100
  nChanged 224
		SP:Iteration 3Q (30592.390000 sec): 3 clusters
  Score: Raw -477356.113190 + Penalty 2745.130736 = -474610.982453
  nChanged 168
		SP:Iteration 4Q (30592.660000 sec): 3 clusters
  Score: Raw -477429.386724 + Penalty 2745.130736 = -474684.255987
  nChanged 134
		SP:Iteration 5Q (30592.820000 sec): 3 clusters
  Score: Raw -477485.124262 + Penalty 2745.130736 = -474739.993525
  nChanged 115
		SP:Iteration 6Q (30593.050000 sec): 3 clusters
  Score: Raw -477536.034609 + Penalty 2745.130736 = -474790.903873
  nChanged 113
		SP:Iteration 7Q (30593.230000 sec): 3 clusters
  Score: Raw -477587.854658 + Penalty 2745.130736 = -474842.723922
  nChanged 109
		SP:Iteration 8Q (30593.480000 sec): 3 clusters
  Score: Raw -477640.595610 + Penalty 2745.130736 = -474895.464874
  nChanged 107
		SP:Iteration 9Q (30593.750000 sec): 3 clusters
  Score: Raw -477690.534922 + Penalty 2745.130736 = -474945.404186
  nChanged 100
		SP:Iteration 10Q (30593.930000 sec): 3 clusters
  Score: Raw -477745.533631 + Penalty 2745.130736 = -475000.402894
  nChanged 112
		SP:Iteration 11Q (30594.150000 sec): 3 clusters
  Score: Raw -477811.493727 + Penalty 2745.130736 = -475066.362991
  nChanged 119
		SP:Iteration 12Q (30594.370000 sec): 3 clusters
  Score: Raw -477886.267263 + Penalty 2745.130736 = -475141.136527
  nChanged 122
		SP:Iteration 13Q (30594.520000 sec): 3 clusters
  Score: Raw -477949.504193 + Penalty 2745.130736 = -475204.373457
  nChanged 100
		SP:Iteration 14Q (30594.730000 sec): 3 clusters
  Score: Raw -478012.193787 + Penalty 2745.130736 = -475267.063051
  nChanged 90
		SP:Iteration 15Q (30594.900000 sec): 3 clusters
  Score: Raw -478074.704457 + Penalty 2745.130736 = -475329.573720
  nChanged 87
		SP:Iteration 16Q (30595.100000 sec): 3 clusters
  Score: Raw -478130.697916 + Penalty 2745.130736 = -475385.567180
  nChanged 67
		SP:Iteration 17Q (30595.300000 sec): 3 clusters
  Score: Raw -478167.977777 + Penalty 2745.130736 = -475422.847041
  nChanged 58
		SP:Iteration 18Q (30595.470000 sec): 3 clusters
  Score: Raw -478203.182650 + Penalty 2745.130736 = -475458.051913
  nChanged 56
		SP:Iteration 19Q (30595.670000 sec): 3 clusters
  Score: Raw -478245.143326 + Penalty 2745.130736 = -475500.012589
  nChanged 55
		SP:Iteration 20F (30595.850000 sec): 3 clusters
  Score: Raw -478276.139649 + Penalty 2745.130736 = -475531.008912
  nChanged 38
		SP:Iteration 21Q (30596.060000 sec): 3 clusters
  Score: Raw -478298.955541 + Penalty 2745.130736 = -475553.824805
  nChanged 42
		SP:Iteration 22Q (30596.270000 sec): 3 clusters
  Score: Raw -478319.323707 + Penalty 2745.130736 = -475574.192970
  nChanged 34
		SP:Iteration 23Q (30596.510000 sec): 3 clusters
  Score: Raw -478337.277847 + Penalty 2745.130736 = -475592.147111
  nChanged 35
		SP:Iteration 24Q (30596.680000 sec): 3 clusters
  Score: Raw -478354.667794 + Penalty 2745.130736 = -475609.537058
  nChanged 23
		SP:Iteration 25Q (30596.770000 sec): 3 clusters
  Score: Raw -478367.479940 + Penalty 2745.130736 = -475622.349203
  nChanged 22
		SP:Iteration 26Q (30596.930000 sec): 3 clusters
  Score: Raw -478376.256436 + Penalty 2745.130736 = -475631.125700
  nChanged 15
		SP:Iteration 27Q (30597.130000 sec): 3 clusters
  Score: Raw -478383.618039 + Penalty 2745.130736 = -475638.487303
  nChanged 9
		SP:Iteration 28Q (30597.300000 sec): 3 clusters
  Score: Raw -478387.965412 + Penalty 2745.130736 = -475642.834676
  nChanged 6
		SP:Iteration 29Q (30597.440000 sec): 3 clusters
  Score: Raw -478389.256519 + Penalty 2745.130736 = -475644.125782
  nChanged 3
		SP:Iteration 30Q (30597.630000 sec): 3 clusters
  Score: Raw -478391.665399 + Penalty 2745.130736 = -475646.534662
  nChanged 5
		SP:Iteration 31Q (30597.790000 sec): 3 clusters
  Score: Raw -478395.801672 + Penalty 2745.130736 = -475650.670936
  nChanged 7
		SP:Iteration 32Q (30598.020000 sec): 3 clusters
  Score: Raw -478400.527971 + Penalty 2745.130736 = -475655.397234
  nChanged 7
		SP:Iteration 33Q (30598.240000 sec): 3 clusters
  Score: Raw -478405.978623 + Penalty 2745.130736 = -475660.847887
  nChanged 8
		SP:Iteration 34Q (30598.460000 sec): 3 clusters
  Score: Raw -478410.356940 + Penalty 2745.130736 = -475665.226204
  nChanged 8
		SP:Iteration 35Q (30598.660000 sec): 3 clusters
  Score: Raw -478414.233880 + Penalty 2745.130736 = -475669.103144
  nChanged 8
		SP:Iteration 36Q (30598.880000 sec): 3 clusters
  Score: Raw -478418.358177 + Penalty 2745.130736 = -475673.227441
  nChanged 11
		SP:Iteration 37Q (30599.030000 sec): 3 clusters
  Score: Raw -478422.830103 + Penalty 2745.130736 = -475677.699366
  nChanged 4
		SP:Iteration 38Q (30599.200000 sec): 3 clusters
  Score: Raw -478423.961920 + Penalty 2745.130736 = -475678.831183
  nChanged 1
		SP:Iteration 39Q (30599.440000 sec): 3 clusters
  Score: Raw -478424.553627 + Penalty 2745.130736 = -475679.422891
  nChanged 3
		SP:Iteration 40F (30599.620000 sec): 3 clusters
  Score: Raw -478425.886649 + Penalty 2745.130736 = -475680.755913
  nChanged 4
		SP:Iteration 41Q (30599.830000 sec): 3 clusters
  Score: Raw -478427.282967 + Penalty 2745.130736 = -475682.152230
  nChanged 2
		SP:Iteration 42Q (30600.050000 sec): 3 clusters
  Score: Raw -478427.725092 + Penalty 2745.130736 = -475682.594355
  nChanged 0
		SP:Iteration 43F (30600.270000 sec): 3 clusters
  Score: Raw -478427.725092 + Penalty 2745.130736 = -475682.594355
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 47 (4909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30600.370000 sec): 2 clusters
  Score: Raw -521628.569725 + Penalty 1381.059149 = -520247.510576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30600.590000 sec): 3 clusters
  Score: Raw -519053.559823 + Penalty 2762.118299 = -516291.441524
  nChanged 2006
		SP:Iteration 1F (30600.730000 sec): 3 clusters
  Score: Raw -520148.437529 + Penalty 2762.118299 = -517386.319230
  nChanged 362
		SP:Iteration 2F (30600.980000 sec): 3 clusters
  Score: Raw -520325.320778 + Penalty 2762.118299 = -517563.202479
  nChanged 236
		SP:Iteration 3Q (30601.190000 sec): 3 clusters
  Score: Raw -520451.144077 + Penalty 2762.118299 = -517689.025778
  nChanged 192
		SP:Iteration 4Q (30601.420000 sec): 3 clusters
  Score: Raw -520541.644374 + Penalty 2762.118299 = -517779.526075
  nChanged 154
		SP:Iteration 5Q (30601.620000 sec): 3 clusters
  Score: Raw -520621.775799 + Penalty 2762.118299 = -517859.657500
  nChanged 157
		SP:Iteration 6Q (30601.820000 sec): 3 clusters
  Score: Raw -520704.320136 + Penalty 2762.118299 = -517942.201837
  nChanged 143
		SP:Iteration 7Q (30602.040000 sec): 3 clusters
  Score: Raw -520780.925150 + Penalty 2762.118299 = -518018.806852
  nChanged 140
		SP:Iteration 8Q (30602.180000 sec): 3 clusters
  Score: Raw -520863.321163 + Penalty 2762.118299 = -518101.202864
  nChanged 142
		SP:Iteration 9Q (30602.360000 sec): 3 clusters
  Score: Raw -520949.447390 + Penalty 2762.118299 = -518187.329092
  nChanged 145
		SP:Iteration 10Q (30602.520000 sec): 3 clusters
  Score: Raw -521062.020475 + Penalty 2762.118299 = -518299.902176
  nChanged 155
		SP:Iteration 11Q (30602.740000 sec): 3 clusters
  Score: Raw -521245.114775 + Penalty 2762.118299 = -518482.996477
  nChanged 173
		SP:Iteration 12Q (30602.940000 sec): 3 clusters
  Score: Raw -521480.792129 + Penalty 2762.118299 = -518718.673831
  nChanged 164
		SP:Iteration 13Q (30603.130000 sec): 3 clusters
  Score: Raw -521667.614364 + Penalty 2762.118299 = -518905.496065
  nChanged 157
		SP:Iteration 14Q (30603.340000 sec): 3 clusters
  Score: Raw -521784.882802 + Penalty 2762.118299 = -519022.764503
  nChanged 139
		SP:Iteration 15Q (30603.530000 sec): 3 clusters
  Score: Raw -521877.261810 + Penalty 2762.118299 = -519115.143511
  nChanged 112
		SP:Iteration 16Q (30603.710000 sec): 3 clusters
  Score: Raw -521937.413106 + Penalty 2762.118299 = -519175.294807
  nChanged 90
		SP:Iteration 17Q (30603.910000 sec): 3 clusters
  Score: Raw -521983.707387 + Penalty 2762.118299 = -519221.589089
  nChanged 71
		SP:Iteration 18Q (30604.140000 sec): 3 clusters
  Score: Raw -522018.088829 + Penalty 2762.118299 = -519255.970530
  nChanged 68
		SP:Iteration 19Q (30604.330000 sec): 3 clusters
  Score: Raw -522048.576994 + Penalty 2762.118299 = -519286.458696
  nChanged 60
		SP:Iteration 20F (30604.510000 sec): 3 clusters
  Score: Raw -522074.911738 + Penalty 2762.118299 = -519312.793440
  nChanged 67
		SP:Iteration 21Q (30604.720000 sec): 3 clusters
  Score: Raw -522102.613642 + Penalty 2762.118299 = -519340.495343
  nChanged 52
		SP:Iteration 22Q (30604.950000 sec): 3 clusters
  Score: Raw -522123.520600 + Penalty 2762.118299 = -519361.402302
  nChanged 33
		SP:Iteration 23Q (30605.130000 sec): 3 clusters
  Score: Raw -522136.665619 + Penalty 2762.118299 = -519374.547320
  nChanged 27
		SP:Iteration 24Q (30605.340000 sec): 3 clusters
  Score: Raw -522150.202797 + Penalty 2762.118299 = -519388.084498
  nChanged 25
		SP:Iteration 25Q (30605.510000 sec): 3 clusters
  Score: Raw -522160.946377 + Penalty 2762.118299 = -519398.828078
  nChanged 29
		SP:Iteration 26Q (30605.710000 sec): 3 clusters
  Score: Raw -522170.077198 + Penalty 2762.118299 = -519407.958899
  nChanged 23
		SP:Iteration 27Q (30605.940000 sec): 3 clusters
  Score: Raw -522179.075624 + Penalty 2762.118299 = -519416.957326
  nChanged 23
		SP:Iteration 28Q (30606.120000 sec): 3 clusters
  Score: Raw -522186.967671 + Penalty 2762.118299 = -519424.849372
  nChanged 21
		SP:Iteration 29Q (30606.340000 sec): 3 clusters
  Score: Raw -522194.070524 + Penalty 2762.118299 = -519431.952225
  nChanged 15
		SP:Iteration 30Q (30606.590000 sec): 3 clusters
  Score: Raw -522198.672989 + Penalty 2762.118299 = -519436.554690
  nChanged 12
		SP:Iteration 31Q (30606.760000 sec): 3 clusters
  Score: Raw -522202.098516 + Penalty 2762.118299 = -519439.980218
  nChanged 13
		SP:Iteration 32Q (30606.990000 sec): 3 clusters
  Score: Raw -522205.959619 + Penalty 2762.118299 = -519443.841320
  nChanged 6
		SP:Iteration 33Q (30607.170000 sec): 3 clusters
  Score: Raw -522209.032072 + Penalty 2762.118299 = -519446.913774
  nChanged 6
		SP:Iteration 34Q (30607.380000 sec): 3 clusters
  Score: Raw -522210.753337 + Penalty 2762.118299 = -519448.635038
  nChanged 3
		SP:Iteration 35Q (30607.590000 sec): 3 clusters
  Score: Raw -522211.303432 + Penalty 2762.118299 = -519449.185134
  nChanged 4
		SP:Iteration 36Q (30607.750000 sec): 3 clusters
  Score: Raw -522212.515850 + Penalty 2762.118299 = -519450.397552
  nChanged 7
		SP:Iteration 37Q (30607.950000 sec): 3 clusters
  Score: Raw -522214.168410 + Penalty 2762.118299 = -519452.050112
  nChanged 8
		SP:Iteration 38Q (30608.140000 sec): 3 clusters
  Score: Raw -522216.074826 + Penalty 2762.118299 = -519453.956528
  nChanged 7
		SP:Iteration 39Q (30608.370000 sec): 3 clusters
  Score: Raw -522217.601922 + Penalty 2762.118299 = -519455.483624
  nChanged 8
		SP:Iteration 40F (30608.570000 sec): 3 clusters
  Score: Raw -522219.118183 + Penalty 2762.118299 = -519456.999884
  nChanged 7
		SP:Iteration 41Q (30608.770000 sec): 3 clusters
  Score: Raw -522221.082912 + Penalty 2762.118299 = -519458.964614
  nChanged 9
		SP:Iteration 42Q (30608.970000 sec): 3 clusters
  Score: Raw -522224.074361 + Penalty 2762.118299 = -519461.956063
  nChanged 14
		SP:Iteration 43Q (30609.190000 sec): 3 clusters
  Score: Raw -522228.893787 + Penalty 2762.118299 = -519466.775489
  nChanged 13
		SP:Iteration 44Q (30609.350000 sec): 3 clusters
  Score: Raw -522233.197364 + Penalty 2762.118299 = -519471.079066
  nChanged 14
		SP:Iteration 45Q (30609.520000 sec): 3 clusters
  Score: Raw -522240.245785 + Penalty 2762.118299 = -519478.127486
  nChanged 23
		SP:Iteration 46Q (30609.790000 sec): 3 clusters
  Score: Raw -522249.174920 + Penalty 2762.118299 = -519487.056622
  nChanged 21
		SP:Iteration 47Q (30610.040000 sec): 3 clusters
  Score: Raw -522257.409744 + Penalty 2762.118299 = -519495.291446
  nChanged 25
		SP:Iteration 48Q (30610.270000 sec): 3 clusters
  Score: Raw -522269.973439 + Penalty 2762.118299 = -519507.855141
  nChanged 27
		SP:Iteration 49Q (30610.420000 sec): 3 clusters
  Score: Raw -522279.209779 + Penalty 2762.118299 = -519517.091481
  nChanged 20
		SP:Iteration 50Q (30610.570000 sec): 3 clusters
  Score: Raw -522284.588554 + Penalty 2762.118299 = -519522.470256
  nChanged 21
		SP:Iteration 51Q (30610.820000 sec): 3 clusters
  Score: Raw -522292.666051 + Penalty 2762.118299 = -519530.547752
  nChanged 22
		SP:Iteration 52Q (30611.030000 sec): 3 clusters
  Score: Raw -522299.335159 + Penalty 2762.118299 = -519537.216861
  nChanged 22
		SP:Iteration 53Q (30611.230000 sec): 3 clusters
  Score: Raw -522305.997327 + Penalty 2762.118299 = -519543.879028
  nChanged 22
		SP:Iteration 54Q (30611.460000 sec): 3 clusters
  Score: Raw -522314.247581 + Penalty 2762.118299 = -519552.129283
  nChanged 20
		SP:Iteration 55Q (30611.690000 sec): 3 clusters
  Score: Raw -522320.547710 + Penalty 2762.118299 = -519558.429412
  nChanged 26
		SP:Iteration 56Q (30611.890000 sec): 3 clusters
  Score: Raw -522329.903180 + Penalty 2762.118299 = -519567.784882
  nChanged 27
		SP:Iteration 57Q (30612.080000 sec): 3 clusters
  Score: Raw -522340.895528 + Penalty 2762.118299 = -519578.777230
  nChanged 27
		SP:Iteration 58Q (30612.350000 sec): 3 clusters
  Score: Raw -522353.975098 + Penalty 2762.118299 = -519591.856800
  nChanged 27
		SP:Iteration 59Q (30612.490000 sec): 3 clusters
  Score: Raw -522366.032575 + Penalty 2762.118299 = -519603.914276
  nChanged 39
		SP:Iteration 60F (30612.730000 sec): 3 clusters
  Score: Raw -522385.244836 + Penalty 2762.118299 = -519623.126537
  nChanged 41
		SP:Iteration 61Q (30612.950000 sec): 3 clusters
  Score: Raw -522408.100323 + Penalty 2762.118299 = -519645.982025
  nChanged 46
		SP:Iteration 62Q (30613.150000 sec): 3 clusters
  Score: Raw -522429.658374 + Penalty 2762.118299 = -519667.540076
  nChanged 38
		SP:Iteration 63Q (30613.370000 sec): 3 clusters
  Score: Raw -522453.637715 + Penalty 2762.118299 = -519691.519417
  nChanged 39
		SP:Iteration 64Q (30613.620000 sec): 3 clusters
  Score: Raw -522490.138562 + Penalty 2762.118299 = -519728.020263
  nChanged 70
		SP:Iteration 65Q (30613.810000 sec): 3 clusters
  Score: Raw -522538.001014 + Penalty 2762.118299 = -519775.882715
  nChanged 62
		SP:Iteration 66Q (30614.000000 sec): 3 clusters
  Score: Raw -522580.447151 + Penalty 2762.118299 = -519818.328853
  nChanged 52
		SP:Iteration 67Q (30614.200000 sec): 3 clusters
  Score: Raw -522615.716047 + Penalty 2762.118299 = -519853.597749
  nChanged 53
		SP:Iteration 68Q (30614.390000 sec): 3 clusters
  Score: Raw -522647.659544 + Penalty 2762.118299 = -519885.541245
  nChanged 48
		SP:Iteration 69Q (30614.570000 sec): 3 clusters
  Score: Raw -522677.343704 + Penalty 2762.118299 = -519915.225406
  nChanged 36
		SP:Iteration 70Q (30614.780000 sec): 3 clusters
  Score: Raw -522698.431385 + Penalty 2762.118299 = -519936.313087
  nChanged 35
		SP:Iteration 71Q (30614.970000 sec): 3 clusters
  Score: Raw -522726.294387 + Penalty 2762.118299 = -519964.176088
  nChanged 46
		SP:Iteration 72Q (30615.170000 sec): 3 clusters
  Score: Raw -522763.539417 + Penalty 2762.118299 = -520001.421119
  nChanged 41
		SP:Iteration 73Q (30615.340000 sec): 3 clusters
  Score: Raw -522797.373897 + Penalty 2762.118299 = -520035.255599
  nChanged 35
		SP:Iteration 74Q (30615.500000 sec): 3 clusters
  Score: Raw -522817.535753 + Penalty 2762.118299 = -520055.417454
  nChanged 20
		SP:Iteration 75Q (30615.710000 sec): 3 clusters
  Score: Raw -522828.612366 + Penalty 2762.118299 = -520066.494068
  nChanged 20
		SP:Iteration 76Q (30615.910000 sec): 3 clusters
  Score: Raw -522838.715550 + Penalty 2762.118299 = -520076.597252
  nChanged 19
		SP:Iteration 77Q (30616.050000 sec): 3 clusters
  Score: Raw -522851.806223 + Penalty 2762.118299 = -520089.687924
  nChanged 17
		SP:Iteration 78Q (30616.260000 sec): 3 clusters
  Score: Raw -522861.350107 + Penalty 2762.118299 = -520099.231809
  nChanged 12
		SP:Iteration 79Q (30616.450000 sec): 3 clusters
  Score: Raw -522868.697491 + Penalty 2762.118299 = -520106.579193
  nChanged 5
		SP:Iteration 80F (30616.620000 sec): 3 clusters
  Score: Raw -522873.158354 + Penalty 2762.118299 = -520111.040056
  nChanged 7
		SP:Iteration 81Q (30616.850000 sec): 3 clusters
  Score: Raw -522876.070832 + Penalty 2762.118299 = -520113.952533
  nChanged 4
		SP:Iteration 82Q (30617.030000 sec): 3 clusters
  Score: Raw -522876.663534 + Penalty 2762.118299 = -520114.545235
  nChanged 3
		SP:Iteration 83Q (30617.250000 sec): 3 clusters
  Score: Raw -522877.317724 + Penalty 2762.118299 = -520115.199426
  nChanged 4
		SP:Iteration 84Q (30617.450000 sec): 3 clusters
  Score: Raw -522878.868422 + Penalty 2762.118299 = -520116.750123
  nChanged 2
		SP:Iteration 85Q (30617.670000 sec): 3 clusters
  Score: Raw -522879.341407 + Penalty 2762.118299 = -520117.223108
  nChanged 1
		SP:Iteration 86Q (30617.850000 sec): 3 clusters
  Score: Raw -522879.603849 + Penalty 2762.118299 = -520117.485551
  nChanged 2
		SP:Iteration 87Q (30618.010000 sec): 3 clusters
  Score: Raw -522880.100242 + Penalty 2762.118299 = -520117.981943
  nChanged 1
		SP:Iteration 88Q (30618.160000 sec): 3 clusters
  Score: Raw -522880.211038 + Penalty 2762.118299 = -520118.092740
  nChanged 0
		SP:Iteration 89F (30618.350000 sec): 3 clusters
  Score: Raw -522880.211038 + Penalty 2762.118299 = -520118.092740
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 48 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30618.450000 sec): 2 clusters
  Score: Raw -17440.622673 + Penalty 871.209977 = -16569.412696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30618.630000 sec): 3 clusters
  Score: Raw -17714.856927 + Penalty 1742.419954 = -15972.436973
  nChanged 42
		SP:Iteration 1F (30618.800000 sec): 3 clusters
  Score: Raw -17826.016613 + Penalty 1742.419954 = -16083.596660
  nChanged 13
		SP:Iteration 2F (30618.940000 sec): 3 clusters
  Score: Raw -17878.225039 + Penalty 1742.419954 = -16135.805085
  nChanged 7
		SP:Iteration 3Q (30619.100000 sec): 3 clusters
  Score: Raw -17904.788964 + Penalty 1742.419954 = -16162.369010
  nChanged 4
		SP:Iteration 4Q (30619.340000 sec): 3 clusters
  Score: Raw -17937.033562 + Penalty 1742.419954 = -16194.613609
  nChanged 4
		SP:Iteration 5Q (30619.520000 sec): 3 clusters
  Score: Raw -17949.509882 + Penalty 1742.419954 = -16207.089928
  nChanged 1
		SP:Iteration 6Q (30619.670000 sec): 3 clusters
  Score: Raw -17954.855424 + Penalty 1742.419954 = -16212.435470
  nChanged 0
		SP:Iteration 7F (30619.860000 sec): 3 clusters
  Score: Raw -17954.855424 + Penalty 1742.419954 = -16212.435470
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 49 (13168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30620.050000 sec): 2 clusters
  Score: Raw -1286175.669151 + Penalty 1541.401050 = -1284634.268101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30620.270000 sec): 3 clusters
  Score: Raw -1278493.286914 + Penalty 3082.802100 = -1275410.484814
  nChanged 5840
		SP:Iteration 1F (30620.480000 sec): 3 clusters
  Score: Raw -1281698.833084 + Penalty 3082.802100 = -1278616.030984
  nChanged 892
		SP:Iteration 2F (30620.740000 sec): 3 clusters
  Score: Raw -1282173.815447 + Penalty 3082.802100 = -1279091.013347
  nChanged 802
		SP:Iteration 3F (30620.970000 sec): 3 clusters
  Score: Raw -1282593.637402 + Penalty 3082.802100 = -1279510.835302
  nChanged 752
		SP:Iteration 4F (30621.200000 sec): 3 clusters
  Score: Raw -1283006.145012 + Penalty 3082.802100 = -1279923.342912
  nChanged 735
		SP:Iteration 5F (30621.440000 sec): 3 clusters
  Score: Raw -1283418.345864 + Penalty 3082.802100 = -1280335.543764
  nChanged 674
		SP:Iteration 6F (30621.730000 sec): 3 clusters
  Score: Raw -1283808.249305 + Penalty 3082.802100 = -1280725.447205
  nChanged 632
		SP:Iteration 7Q (30621.970000 sec): 3 clusters
  Score: Raw -1284140.482575 + Penalty 3082.802100 = -1281057.680475
  nChanged 507
		SP:Iteration 8Q (30622.210000 sec): 3 clusters
  Score: Raw -1284360.354861 + Penalty 3082.802100 = -1281277.552761
  nChanged 428
		SP:Iteration 9Q (30622.470000 sec): 3 clusters
  Score: Raw -1284519.566711 + Penalty 3082.802100 = -1281436.764611
  nChanged 343
		SP:Iteration 10Q (30622.700000 sec): 3 clusters
  Score: Raw -1284633.514959 + Penalty 3082.802100 = -1281550.712859
  nChanged 295
		SP:Iteration 11Q (30622.960000 sec): 3 clusters
  Score: Raw -1284721.371041 + Penalty 3082.802100 = -1281638.568941
  nChanged 256
		SP:Iteration 12Q (30623.220000 sec): 3 clusters
  Score: Raw -1284800.844693 + Penalty 3082.802100 = -1281718.042593
  nChanged 266
		SP:Iteration 13Q (30623.430000 sec): 3 clusters
  Score: Raw -1284874.986087 + Penalty 3082.802100 = -1281792.183987
  nChanged 230
		SP:Iteration 14Q (30623.720000 sec): 3 clusters
  Score: Raw -1284931.963661 + Penalty 3082.802100 = -1281849.161561
  nChanged 173
		SP:Iteration 15Q (30623.970000 sec): 3 clusters
  Score: Raw -1284974.808964 + Penalty 3082.802100 = -1281892.006864
  nChanged 141
		SP:Iteration 16Q (30624.190000 sec): 3 clusters
  Score: Raw -1285010.572784 + Penalty 3082.802100 = -1281927.770684
  nChanged 142
		SP:Iteration 17Q (30624.480000 sec): 3 clusters
  Score: Raw -1285047.706322 + Penalty 3082.802100 = -1281964.904222
  nChanged 160
		SP:Iteration 18Q (30624.700000 sec): 3 clusters
  Score: Raw -1285088.618156 + Penalty 3082.802100 = -1282005.816056
  nChanged 149
		SP:Iteration 19Q (30624.930000 sec): 3 clusters
  Score: Raw -1285130.118200 + Penalty 3082.802100 = -1282047.316100
  nChanged 172
		SP:Iteration 20F (30625.160000 sec): 3 clusters
  Score: Raw -1285177.819370 + Penalty 3082.802100 = -1282095.017271
  nChanged 176
		SP:Iteration 21Q (30625.440000 sec): 3 clusters
  Score: Raw -1285227.715289 + Penalty 3082.802100 = -1282144.913190
  nChanged 158
		SP:Iteration 22Q (30625.710000 sec): 3 clusters
  Score: Raw -1285273.281236 + Penalty 3082.802100 = -1282190.479136
  nChanged 156
		SP:Iteration 23Q (30625.930000 sec): 3 clusters
  Score: Raw -1285313.361827 + Penalty 3082.802100 = -1282230.559727
  nChanged 144
		SP:Iteration 24Q (30626.190000 sec): 3 clusters
  Score: Raw -1285354.901263 + Penalty 3082.802100 = -1282272.099163
  nChanged 148
		SP:Iteration 25Q (30626.390000 sec): 3 clusters
  Score: Raw -1285397.427264 + Penalty 3082.802100 = -1282314.625164
  nChanged 134
		SP:Iteration 26Q (30626.670000 sec): 3 clusters
  Score: Raw -1285433.862508 + Penalty 3082.802100 = -1282351.060408
  nChanged 137
		SP:Iteration 27Q (30626.860000 sec): 3 clusters
  Score: Raw -1285462.698659 + Penalty 3082.802100 = -1282379.896559
  nChanged 115
		SP:Iteration 28Q (30627.120000 sec): 3 clusters
  Score: Raw -1285482.454988 + Penalty 3082.802100 = -1282399.652888
  nChanged 85
		SP:Iteration 29Q (30627.320000 sec): 3 clusters
  Score: Raw -1285499.210466 + Penalty 3082.802100 = -1282416.408366
  nChanged 97
		SP:Iteration 30Q (30627.560000 sec): 3 clusters
  Score: Raw -1285522.601578 + Penalty 3082.802100 = -1282439.799478
  nChanged 102
		SP:Iteration 31Q (30627.790000 sec): 3 clusters
  Score: Raw -1285546.030318 + Penalty 3082.802100 = -1282463.228218
  nChanged 104
		SP:Iteration 32Q (30628.020000 sec): 3 clusters
  Score: Raw -1285572.552162 + Penalty 3082.802100 = -1282489.750062
  nChanged 107
		SP:Iteration 33Q (30628.240000 sec): 3 clusters
  Score: Raw -1285595.685222 + Penalty 3082.802100 = -1282512.883122
  nChanged 101
		SP:Iteration 34Q (30628.500000 sec): 3 clusters
  Score: Raw -1285618.904186 + Penalty 3082.802100 = -1282536.102086
  nChanged 90
		SP:Iteration 35Q (30628.710000 sec): 3 clusters
  Score: Raw -1285637.704463 + Penalty 3082.802100 = -1282554.902363
  nChanged 82
		SP:Iteration 36Q (30628.950000 sec): 3 clusters
  Score: Raw -1285654.538272 + Penalty 3082.802100 = -1282571.736172
  nChanged 67
		SP:Iteration 37Q (30629.170000 sec): 3 clusters
  Score: Raw -1285669.838523 + Penalty 3082.802100 = -1282587.036423
  nChanged 68
		SP:Iteration 38Q (30629.410000 sec): 3 clusters
  Score: Raw -1285688.047251 + Penalty 3082.802100 = -1282605.245151
  nChanged 76
		SP:Iteration 39Q (30629.700000 sec): 3 clusters
  Score: Raw -1285706.702653 + Penalty 3082.802100 = -1282623.900554
  nChanged 68
		SP:Iteration 40F (30629.910000 sec): 3 clusters
  Score: Raw -1285723.266733 + Penalty 3082.802100 = -1282640.464633
  nChanged 70
		SP:Iteration 41Q (30630.170000 sec): 3 clusters
  Score: Raw -1285737.462314 + Penalty 3082.802100 = -1282654.660214
  nChanged 75
		SP:Iteration 42Q (30630.420000 sec): 3 clusters
  Score: Raw -1285753.532632 + Penalty 3082.802100 = -1282670.730532
  nChanged 59
		SP:Iteration 43Q (30630.640000 sec): 3 clusters
  Score: Raw -1285768.610263 + Penalty 3082.802100 = -1282685.808163
  nChanged 63
		SP:Iteration 44Q (30630.910000 sec): 3 clusters
  Score: Raw -1285781.793709 + Penalty 3082.802100 = -1282698.991609
  nChanged 53
		SP:Iteration 45Q (30631.200000 sec): 3 clusters
  Score: Raw -1285793.986446 + Penalty 3082.802100 = -1282711.184346
  nChanged 60
		SP:Iteration 46Q (30631.390000 sec): 3 clusters
  Score: Raw -1285808.016365 + Penalty 3082.802100 = -1282725.214265
  nChanged 63
		SP:Iteration 47Q (30631.580000 sec): 3 clusters
  Score: Raw -1285825.214473 + Penalty 3082.802100 = -1282742.412373
  nChanged 57
		SP:Iteration 48Q (30631.820000 sec): 3 clusters
  Score: Raw -1285839.047759 + Penalty 3082.802100 = -1282756.245659
  nChanged 50
		SP:Iteration 49Q (30632.060000 sec): 3 clusters
  Score: Raw -1285849.147064 + Penalty 3082.802100 = -1282766.344964
  nChanged 49
		SP:Iteration 50Q (30632.270000 sec): 3 clusters
  Score: Raw -1285859.102811 + Penalty 3082.802100 = -1282776.300711
  nChanged 57
		SP:Iteration 51Q (30632.480000 sec): 3 clusters
  Score: Raw -1285870.655107 + Penalty 3082.802100 = -1282787.853007
  nChanged 62
		SP:Iteration 52Q (30632.720000 sec): 3 clusters
  Score: Raw -1285880.708790 + Penalty 3082.802100 = -1282797.906690
  nChanged 46
		SP:Iteration 53Q (30632.950000 sec): 3 clusters
  Score: Raw -1285889.214726 + Penalty 3082.802100 = -1282806.412626
  nChanged 50
		SP:Iteration 54Q (30633.150000 sec): 3 clusters
  Score: Raw -1285899.394821 + Penalty 3082.802100 = -1282816.592721
  nChanged 50
		SP:Iteration 55Q (30633.380000 sec): 3 clusters
  Score: Raw -1285906.402477 + Penalty 3082.802100 = -1282823.600378
  nChanged 30
		SP:Iteration 56Q (30633.620000 sec): 3 clusters
  Score: Raw -1285909.796178 + Penalty 3082.802100 = -1282826.994078
  nChanged 28
		SP:Iteration 57Q (30633.890000 sec): 3 clusters
  Score: Raw -1285914.060005 + Penalty 3082.802100 = -1282831.257905
  nChanged 25
		SP:Iteration 58Q (30634.100000 sec): 3 clusters
  Score: Raw -1285916.592614 + Penalty 3082.802100 = -1282833.790514
  nChanged 17
		SP:Iteration 59Q (30634.370000 sec): 3 clusters
  Score: Raw -1285918.982100 + Penalty 3082.802100 = -1282836.180000
  nChanged 10
		SP:Iteration 60F (30634.680000 sec): 3 clusters
  Score: Raw -1285920.737542 + Penalty 3082.802100 = -1282837.935442
  nChanged 14
		SP:Iteration 61Q (30634.960000 sec): 3 clusters
  Score: Raw -1285922.390505 + Penalty 3082.802100 = -1282839.588405
  nChanged 16
		SP:Iteration 62Q (30635.190000 sec): 3 clusters
  Score: Raw -1285923.717953 + Penalty 3082.802100 = -1282840.915853
  nChanged 11
		SP:Iteration 63Q (30635.400000 sec): 3 clusters
  Score: Raw -1285925.513472 + Penalty 3082.802100 = -1282842.711372
  nChanged 22
		SP:Iteration 64Q (30635.690000 sec): 3 clusters
  Score: Raw -1285927.923497 + Penalty 3082.802100 = -1282845.121397
  nChanged 14
		SP:Iteration 65Q (30635.940000 sec): 3 clusters
  Score: Raw -1285929.420230 + Penalty 3082.802100 = -1282846.618130
  nChanged 14
		SP:Iteration 66Q (30636.150000 sec): 3 clusters
  Score: Raw -1285930.823316 + Penalty 3082.802100 = -1282848.021216
  nChanged 8
		SP:Iteration 67Q (30636.380000 sec): 3 clusters
  Score: Raw -1285931.212412 + Penalty 3082.802100 = -1282848.410312
  nChanged 5
		SP:Iteration 68Q (30636.620000 sec): 3 clusters
  Score: Raw -1285931.504813 + Penalty 3082.802100 = -1282848.702713
  nChanged 6
		SP:Iteration 69Q (30636.870000 sec): 3 clusters
  Score: Raw -1285931.784154 + Penalty 3082.802100 = -1282848.982054
  nChanged 2
		SP:Iteration 70Q (30637.080000 sec): 3 clusters
  Score: Raw -1285931.917542 + Penalty 3082.802100 = -1282849.115442
  nChanged 3
		SP:Iteration 71Q (30637.340000 sec): 3 clusters
  Score: Raw -1285932.083935 + Penalty 3082.802100 = -1282849.281835
  nChanged 1
		SP:Iteration 72Q (30637.540000 sec): 3 clusters
  Score: Raw -1285932.099320 + Penalty 3082.802100 = -1282849.297220
  nChanged 1
		SP:Iteration 73Q (30637.770000 sec): 3 clusters
  Score: Raw -1285932.147941 + Penalty 3082.802100 = -1282849.345841
  nChanged 2
		SP:Iteration 74Q (30638.010000 sec): 3 clusters
  Score: Raw -1285932.211083 + Penalty 3082.802100 = -1282849.408983
  nChanged 0
		SP:Iteration 75F (30638.230000 sec): 3 clusters
  Score: Raw -1285932.211083 + Penalty 3082.802100 = -1282849.408983
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 50 (16158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30638.430000 sec): 2 clusters
  Score: Raw -1732475.955872 + Penalty 1574.652716 = -1730901.303155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30638.670000 sec): 3 clusters
  Score: Raw -1722909.012214 + Penalty 3149.305433 = -1719759.706781
  nChanged 7156
		SP:Iteration 1F (30638.950000 sec): 3 clusters
  Score: Raw -1726799.110632 + Penalty 3149.305433 = -1723649.805199
  nChanged 775
		SP:Iteration 2Q (30639.230000 sec): 3 clusters
  Score: Raw -1727073.151392 + Penalty 3149.305433 = -1723923.845959
  nChanged 713
		SP:Iteration 3Q (30639.520000 sec): 3 clusters
  Score: Raw -1727327.515515 + Penalty 3149.305433 = -1724178.210083
  nChanged 649
		SP:Iteration 4Q (30639.730000 sec): 3 clusters
  Score: Raw -1727568.008735 + Penalty 3149.305433 = -1724418.703303
  nChanged 634
		SP:Iteration 5Q (30640.000000 sec): 3 clusters
  Score: Raw -1727798.206164 + Penalty 3149.305433 = -1724648.900732
  nChanged 654
		SP:Iteration 6Q (30640.260000 sec): 3 clusters
  Score: Raw -1728069.555321 + Penalty 3149.305433 = -1724920.249889
  nChanged 696
		SP:Iteration 7Q (30640.560000 sec): 3 clusters
  Score: Raw -1728351.945329 + Penalty 3149.305433 = -1725202.639896
  nChanged 677
		SP:Iteration 8Q (30640.840000 sec): 3 clusters
  Score: Raw -1728640.886178 + Penalty 3149.305433 = -1725491.580745
  nChanged 712
		SP:Iteration 9Q (30641.090000 sec): 3 clusters
  Score: Raw -1728941.964808 + Penalty 3149.305433 = -1725792.659375
  nChanged 702
		SP:Iteration 10Q (30641.390000 sec): 3 clusters
  Score: Raw -1729227.005602 + Penalty 3149.305433 = -1726077.700170
  nChanged 624
		SP:Iteration 11Q (30641.670000 sec): 3 clusters
  Score: Raw -1729462.498048 + Penalty 3149.305433 = -1726313.192616
  nChanged 581
		SP:Iteration 12Q (30641.950000 sec): 3 clusters
  Score: Raw -1729688.719599 + Penalty 3149.305433 = -1726539.414166
  nChanged 500
		SP:Iteration 13Q (30642.230000 sec): 3 clusters
  Score: Raw -1729861.235198 + Penalty 3149.305433 = -1726711.929766
  nChanged 458
		SP:Iteration 14Q (30642.510000 sec): 3 clusters
  Score: Raw -1730016.106979 + Penalty 3149.305433 = -1726866.801547
  nChanged 436
		SP:Iteration 15Q (30642.780000 sec): 3 clusters
  Score: Raw -1730166.247215 + Penalty 3149.305433 = -1727016.941782
  nChanged 381
		SP:Iteration 16Q (30643.050000 sec): 3 clusters
  Score: Raw -1730274.529335 + Penalty 3149.305433 = -1727125.223902
  nChanged 314
		SP:Iteration 17Q (30643.270000 sec): 3 clusters
  Score: Raw -1730365.587174 + Penalty 3149.305433 = -1727216.281741
  nChanged 299
		SP:Iteration 18Q (30643.550000 sec): 3 clusters
  Score: Raw -1730445.240942 + Penalty 3149.305433 = -1727295.935509
  nChanged 250
		SP:Iteration 19Q (30643.810000 sec): 3 clusters
  Score: Raw -1730510.607327 + Penalty 3149.305433 = -1727361.301894
  nChanged 268
		SP:Iteration 20F (30644.060000 sec): 3 clusters
  Score: Raw -1730590.054139 + Penalty 3149.305433 = -1727440.748706
  nChanged 253
		SP:Iteration 21Q (30644.330000 sec): 3 clusters
  Score: Raw -1730668.317220 + Penalty 3149.305433 = -1727519.011788
  nChanged 258
		SP:Iteration 22Q (30644.580000 sec): 3 clusters
  Score: Raw -1730758.035593 + Penalty 3149.305433 = -1727608.730160
  nChanged 281
		SP:Iteration 23Q (30644.890000 sec): 3 clusters
  Score: Raw -1730866.044593 + Penalty 3149.305433 = -1727716.739161
  nChanged 304
		SP:Iteration 24Q (30645.190000 sec): 3 clusters
  Score: Raw -1731001.006597 + Penalty 3149.305433 = -1727851.701164
  nChanged 345
		SP:Iteration 25Q (30645.400000 sec): 3 clusters
  Score: Raw -1731158.236112 + Penalty 3149.305433 = -1728008.930679
  nChanged 337
		SP:Iteration 26Q (30645.710000 sec): 3 clusters
  Score: Raw -1731331.975298 + Penalty 3149.305433 = -1728182.669865
  nChanged 326
		SP:Iteration 27Q (30645.990000 sec): 3 clusters
  Score: Raw -1731519.925091 + Penalty 3149.305433 = -1728370.619659
  nChanged 338
		SP:Iteration 28Q (30646.300000 sec): 3 clusters
  Score: Raw -1731731.533496 + Penalty 3149.305433 = -1728582.228064
  nChanged 305
		SP:Iteration 29Q (30646.530000 sec): 3 clusters
  Score: Raw -1731927.741493 + Penalty 3149.305433 = -1728778.436060
  nChanged 271
		SP:Iteration 30Q (30646.750000 sec): 3 clusters
  Score: Raw -1732110.156035 + Penalty 3149.305433 = -1728960.850602
  nChanged 215
		SP:Iteration 31Q (30646.990000 sec): 3 clusters
  Score: Raw -1732249.910314 + Penalty 3149.305433 = -1729100.604881
  nChanged 145
		SP:Iteration 32Q (30647.230000 sec): 3 clusters
  Score: Raw -1732347.023192 + Penalty 3149.305433 = -1729197.717759
  nChanged 113
		SP:Iteration 33Q (30647.440000 sec): 3 clusters
  Score: Raw -1732427.474633 + Penalty 3149.305433 = -1729278.169201
  nChanged 78
		SP:Iteration 34Q (30647.670000 sec): 3 clusters
  Score: Raw -1732495.875894 + Penalty 3149.305433 = -1729346.570462
  nChanged 59
		SP:Iteration 35Q (30647.930000 sec): 3 clusters
  Score: Raw -1732551.746907 + Penalty 3149.305433 = -1729402.441474
  nChanged 31
		SP:Iteration 36Q (30648.200000 sec): 3 clusters
  Score: Raw -1732577.156142 + Penalty 3149.305433 = -1729427.850709
  nChanged 28
		SP:Iteration 37Q (30648.450000 sec): 3 clusters
  Score: Raw -1732602.386148 + Penalty 3149.305433 = -1729453.080716
  nChanged 25
		SP:Iteration 38Q (30648.780000 sec): 3 clusters
  Score: Raw -1732623.751638 + Penalty 3149.305433 = -1729474.446206
  nChanged 16
		SP:Iteration 39Q (30649.010000 sec): 3 clusters
  Score: Raw -1732640.637678 + Penalty 3149.305433 = -1729491.332246
  nChanged 13
		SP:Iteration 40F (30649.260000 sec): 3 clusters
  Score: Raw -1732651.594809 + Penalty 3149.305433 = -1729502.289376
  nChanged 14
		SP:Iteration 41Q (30649.520000 sec): 3 clusters
  Score: Raw -1732664.806619 + Penalty 3149.305433 = -1729515.501187
  nChanged 13
		SP:Iteration 42Q (30649.810000 sec): 3 clusters
  Score: Raw -1732679.585786 + Penalty 3149.305433 = -1729530.280354
  nChanged 7
		SP:Iteration 43Q (30650.030000 sec): 3 clusters
  Score: Raw -1732687.178524 + Penalty 3149.305433 = -1729537.873092
  nChanged 14
		SP:Iteration 44Q (30650.320000 sec): 3 clusters
  Score: Raw -1732700.603201 + Penalty 3149.305433 = -1729551.297769
  nChanged 15
		SP:Iteration 45Q (30650.530000 sec): 3 clusters
  Score: Raw -1732719.158470 + Penalty 3149.305433 = -1729569.853038
  nChanged 12
		SP:Iteration 46Q (30650.720000 sec): 3 clusters
  Score: Raw -1732734.061078 + Penalty 3149.305433 = -1729584.755646
  nChanged 8
		SP:Iteration 47Q (30650.970000 sec): 3 clusters
  Score: Raw -1732741.387478 + Penalty 3149.305433 = -1729592.082046
  nChanged 3
		SP:Iteration 48Q (30651.190000 sec): 3 clusters
  Score: Raw -1732744.062480 + Penalty 3149.305433 = -1729594.757047
  nChanged 2
		SP:Iteration 49Q (30651.480000 sec): 3 clusters
  Score: Raw -1732746.151018 + Penalty 3149.305433 = -1729596.845586
  nChanged 1
		SP:Iteration 50Q (30651.690000 sec): 3 clusters
  Score: Raw -1732746.867294 + Penalty 3149.305433 = -1729597.561861
  nChanged 0
		SP:Iteration 51F (30651.920000 sec): 3 clusters
  Score: Raw -1732746.867294 + Penalty 3149.305433 = -1729597.561861
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 51 (2577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30652.030000 sec): 2 clusters
  Score: Raw -260380.140197 + Penalty 1276.336947 = -259103.803250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30652.260000 sec): 3 clusters
  Score: Raw -259206.208080 + Penalty 2552.673893 = -256653.534186
  nChanged 960
		SP:Iteration 1F (30652.450000 sec): 3 clusters
  Score: Raw -259752.407138 + Penalty 2552.673893 = -257199.733244
  nChanged 204
		SP:Iteration 2F (30652.640000 sec): 3 clusters
  Score: Raw -259878.041235 + Penalty 2552.673893 = -257325.367342
  nChanged 136
		SP:Iteration 3F (30652.810000 sec): 3 clusters
  Score: Raw -259965.064536 + Penalty 2552.673893 = -257412.390642
  nChanged 102
		SP:Iteration 4Q (30652.970000 sec): 3 clusters
  Score: Raw -260024.410217 + Penalty 2552.673893 = -257471.736324
  nChanged 66
		SP:Iteration 5Q (30653.190000 sec): 3 clusters
  Score: Raw -260053.229375 + Penalty 2552.673893 = -257500.555482
  nChanged 44
		SP:Iteration 6Q (30653.340000 sec): 3 clusters
  Score: Raw -260073.424753 + Penalty 2552.673893 = -257520.750860
  nChanged 39
		SP:Iteration 7Q (30653.540000 sec): 3 clusters
  Score: Raw -260099.266840 + Penalty 2552.673893 = -257546.592947
  nChanged 41
		SP:Iteration 8Q (30653.760000 sec): 3 clusters
  Score: Raw -260123.434281 + Penalty 2552.673893 = -257570.760388
  nChanged 46
		SP:Iteration 9Q (30653.930000 sec): 3 clusters
  Score: Raw -260151.647948 + Penalty 2552.673893 = -257598.974055
  nChanged 44
		SP:Iteration 10Q (30654.090000 sec): 3 clusters
  Score: Raw -260191.208376 + Penalty 2552.673893 = -257638.534482
  nChanged 55
		SP:Iteration 11Q (30654.270000 sec): 3 clusters
  Score: Raw -260246.471229 + Penalty 2552.673893 = -257693.797335
  nChanged 59
		SP:Iteration 12Q (30654.460000 sec): 3 clusters
  Score: Raw -260306.407129 + Penalty 2552.673893 = -257753.733236
  nChanged 63
		SP:Iteration 13Q (30654.700000 sec): 3 clusters
  Score: Raw -260357.615752 + Penalty 2552.673893 = -257804.941859
  nChanged 63
		SP:Iteration 14Q (30654.880000 sec): 3 clusters
  Score: Raw -260406.877037 + Penalty 2552.673893 = -257854.203144
  nChanged 70
		SP:Iteration 15Q (30655.040000 sec): 3 clusters
  Score: Raw -260447.655968 + Penalty 2552.673893 = -257894.982074
  nChanged 46
		SP:Iteration 16Q (30655.240000 sec): 3 clusters
  Score: Raw -260473.471741 + Penalty 2552.673893 = -257920.797847
  nChanged 38
		SP:Iteration 17Q (30655.440000 sec): 3 clusters
  Score: Raw -260506.757740 + Penalty 2552.673893 = -257954.083847
  nChanged 44
		SP:Iteration 18Q (30655.620000 sec): 3 clusters
  Score: Raw -260538.340647 + Penalty 2552.673893 = -257985.666754
  nChanged 41
		SP:Iteration 19Q (30655.850000 sec): 3 clusters
  Score: Raw -260562.577115 + Penalty 2552.673893 = -258009.903221
  nChanged 25
		SP:Iteration 20F (30656.010000 sec): 3 clusters
  Score: Raw -260575.895016 + Penalty 2552.673893 = -258023.221123
  nChanged 29
		SP:Iteration 21Q (30656.200000 sec): 3 clusters
  Score: Raw -260595.438089 + Penalty 2552.673893 = -258042.764195
  nChanged 30
		SP:Iteration 22Q (30656.380000 sec): 3 clusters
  Score: Raw -260616.208979 + Penalty 2552.673893 = -258063.535085
  nChanged 24
		SP:Iteration 23Q (30656.620000 sec): 3 clusters
  Score: Raw -260629.487297 + Penalty 2552.673893 = -258076.813403
  nChanged 17
		SP:Iteration 24Q (30656.820000 sec): 3 clusters
  Score: Raw -260638.112636 + Penalty 2552.673893 = -258085.438743
  nChanged 16
		SP:Iteration 25Q (30657.040000 sec): 3 clusters
  Score: Raw -260650.086473 + Penalty 2552.673893 = -258097.412579
  nChanged 21
		SP:Iteration 26Q (30657.240000 sec): 3 clusters
  Score: Raw -260662.199894 + Penalty 2552.673893 = -258109.526001
  nChanged 16
		SP:Iteration 27Q (30657.440000 sec): 3 clusters
  Score: Raw -260668.559999 + Penalty 2552.673893 = -258115.886105
  nChanged 12
		SP:Iteration 28Q (30657.630000 sec): 3 clusters
  Score: Raw -260672.753780 + Penalty 2552.673893 = -258120.079886
  nChanged 7
		SP:Iteration 29Q (30657.760000 sec): 3 clusters
  Score: Raw -260676.360347 + Penalty 2552.673893 = -258123.686454
  nChanged 6
		SP:Iteration 30Q (30657.960000 sec): 3 clusters
  Score: Raw -260681.859560 + Penalty 2552.673893 = -258129.185667
  nChanged 11
		SP:Iteration 31Q (30658.190000 sec): 3 clusters
  Score: Raw -260690.777662 + Penalty 2552.673893 = -258138.103768
  nChanged 13
		SP:Iteration 32Q (30658.400000 sec): 3 clusters
  Score: Raw -260697.431739 + Penalty 2552.673893 = -258144.757845
  nChanged 13
		SP:Iteration 33Q (30658.590000 sec): 3 clusters
  Score: Raw -260704.601398 + Penalty 2552.673893 = -258151.927505
  nChanged 9
		SP:Iteration 34Q (30658.760000 sec): 3 clusters
  Score: Raw -260709.307759 + Penalty 2552.673893 = -258156.633865
  nChanged 10
		SP:Iteration 35Q (30658.960000 sec): 3 clusters
  Score: Raw -260714.482085 + Penalty 2552.673893 = -258161.808192
  nChanged 11
		SP:Iteration 36Q (30659.100000 sec): 3 clusters
  Score: Raw -260718.766017 + Penalty 2552.673893 = -258166.092124
  nChanged 9
		SP:Iteration 37Q (30659.270000 sec): 3 clusters
  Score: Raw -260722.201930 + Penalty 2552.673893 = -258169.528037
  nChanged 3
		SP:Iteration 38Q (30659.440000 sec): 3 clusters
  Score: Raw -260723.056859 + Penalty 2552.673893 = -258170.382966
  nChanged 2
		SP:Iteration 39Q (30659.610000 sec): 3 clusters
  Score: Raw -260723.554691 + Penalty 2552.673893 = -258170.880798
  nChanged 2
		SP:Iteration 40F (30659.830000 sec): 3 clusters
  Score: Raw -260724.524465 + Penalty 2552.673893 = -258171.850572
  nChanged 3
		SP:Iteration 41Q (30659.970000 sec): 3 clusters
  Score: Raw -260725.725477 + Penalty 2552.673893 = -258173.051583
  nChanged 2
		SP:Iteration 42Q (30660.130000 sec): 3 clusters
  Score: Raw -260726.541300 + Penalty 2552.673893 = -258173.867407
  nChanged 1
		SP:Iteration 43Q (30660.310000 sec): 3 clusters
  Score: Raw -260727.271070 + Penalty 2552.673893 = -258174.597176
  nChanged 3
		SP:Iteration 44Q (30660.470000 sec): 3 clusters
  Score: Raw -260729.323102 + Penalty 2552.673893 = -258176.649208
  nChanged 3
		SP:Iteration 45Q (30660.660000 sec): 3 clusters
  Score: Raw -260730.383483 + Penalty 2552.673893 = -258177.709589
  nChanged 2
		SP:Iteration 46Q (30660.800000 sec): 3 clusters
  Score: Raw -260731.255269 + Penalty 2552.673893 = -258178.581375
  nChanged 2
		SP:Iteration 47Q (30660.960000 sec): 3 clusters
  Score: Raw -260732.091588 + Penalty 2552.673893 = -258179.417695
  nChanged 0
		SP:Iteration 48F (30661.120000 sec): 3 clusters
  Score: Raw -260732.091588 + Penalty 2552.673893 = -258179.417695
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 52 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30661.220000 sec): 2 clusters
  Score: Raw -185104.561514 + Penalty 1217.754507 = -183886.807007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30661.390000 sec): 3 clusters
  Score: Raw -184347.163999 + Penalty 2435.509013 = -181911.654985
  nChanged 628
		SP:Iteration 1F (30661.560000 sec): 3 clusters
  Score: Raw -184805.647687 + Penalty 2435.509013 = -182370.138674
  nChanged 139
		SP:Iteration 2F (30661.780000 sec): 3 clusters
  Score: Raw -184900.428968 + Penalty 2435.509013 = -182464.919955
  nChanged 84
		SP:Iteration 3Q (30661.950000 sec): 3 clusters
  Score: Raw -184964.424752 + Penalty 2435.509013 = -182528.915739
  nChanged 76
		SP:Iteration 4Q (30662.140000 sec): 3 clusters
  Score: Raw -185033.995983 + Penalty 2435.509013 = -182598.486970
  nChanged 63
		SP:Iteration 5Q (30662.230000 sec): 3 clusters
  Score: Raw -185088.810509 + Penalty 2435.509013 = -182653.301496
  nChanged 55
		SP:Iteration 6Q (30662.380000 sec): 3 clusters
  Score: Raw -185145.878657 + Penalty 2435.509013 = -182710.369644
  nChanged 59
		SP:Iteration 7Q (30662.540000 sec): 3 clusters
  Score: Raw -185194.754673 + Penalty 2435.509013 = -182759.245660
  nChanged 43
		SP:Iteration 8Q (30662.680000 sec): 3 clusters
  Score: Raw -185236.470766 + Penalty 2435.509013 = -182800.961753
  nChanged 40
		SP:Iteration 9Q (30662.840000 sec): 3 clusters
  Score: Raw -185272.300028 + Penalty 2435.509013 = -182836.791015
  nChanged 37
		SP:Iteration 10Q (30663.040000 sec): 3 clusters
  Score: Raw -185304.754869 + Penalty 2435.509013 = -182869.245856
  nChanged 35
		SP:Iteration 11Q (30663.220000 sec): 3 clusters
  Score: Raw -185335.934010 + Penalty 2435.509013 = -182900.424997
  nChanged 47
		SP:Iteration 12Q (30663.400000 sec): 3 clusters
  Score: Raw -185376.947647 + Penalty 2435.509013 = -182941.438634
  nChanged 30
		SP:Iteration 13Q (30663.580000 sec): 3 clusters
  Score: Raw -185407.778437 + Penalty 2435.509013 = -182972.269424
  nChanged 29
		SP:Iteration 14Q (30663.800000 sec): 3 clusters
  Score: Raw -185438.790824 + Penalty 2435.509013 = -183003.281811
  nChanged 32
		SP:Iteration 15Q (30663.980000 sec): 3 clusters
  Score: Raw -185467.081976 + Penalty 2435.509013 = -183031.572962
  nChanged 31
		SP:Iteration 16Q (30664.170000 sec): 3 clusters
  Score: Raw -185495.977847 + Penalty 2435.509013 = -183060.468833
  nChanged 28
		SP:Iteration 17Q (30664.290000 sec): 3 clusters
  Score: Raw -185517.020580 + Penalty 2435.509013 = -183081.511567
  nChanged 21
		SP:Iteration 18Q (30664.460000 sec): 3 clusters
  Score: Raw -185532.541701 + Penalty 2435.509013 = -183097.032688
  nChanged 14
		SP:Iteration 19Q (30664.620000 sec): 3 clusters
  Score: Raw -185543.435290 + Penalty 2435.509013 = -183107.926277
  nChanged 13
		SP:Iteration 20F (30664.770000 sec): 3 clusters
  Score: Raw -185555.386763 + Penalty 2435.509013 = -183119.877750
  nChanged 14
		SP:Iteration 21Q (30664.960000 sec): 3 clusters
  Score: Raw -185565.195736 + Penalty 2435.509013 = -183129.686722
  nChanged 14
		SP:Iteration 22Q (30665.130000 sec): 3 clusters
  Score: Raw -185574.316764 + Penalty 2435.509013 = -183138.807750
  nChanged 8
		SP:Iteration 23Q (30665.300000 sec): 3 clusters
  Score: Raw -185579.071381 + Penalty 2435.509013 = -183143.562368
  nChanged 4
		SP:Iteration 24Q (30665.470000 sec): 3 clusters
  Score: Raw -185581.427911 + Penalty 2435.509013 = -183145.918898
  nChanged 2
		SP:Iteration 25Q (30665.640000 sec): 3 clusters
  Score: Raw -185582.257333 + Penalty 2435.509013 = -183146.748320
  nChanged 2
		SP:Iteration 26Q (30665.800000 sec): 3 clusters
  Score: Raw -185583.971457 + Penalty 2435.509013 = -183148.462444
  nChanged 1
		SP:Iteration 27Q (30665.900000 sec): 3 clusters
  Score: Raw -185584.375325 + Penalty 2435.509013 = -183148.866312
  nChanged 0
		SP:Iteration 28F (30666.060000 sec): 3 clusters
  Score: Raw -185584.375325 + Penalty 2435.509013 = -183148.866312
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 53 (4598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30666.160000 sec): 2 clusters
  Score: Raw -461657.166318 + Penalty 1370.423715 = -460286.742603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30666.380000 sec): 3 clusters
  Score: Raw -459355.095217 + Penalty 2740.847429 = -456614.247788
  nChanged 1813
		SP:Iteration 1F (30666.570000 sec): 3 clusters
  Score: Raw -460394.260642 + Penalty 2740.847429 = -457653.413213
  nChanged 350
		SP:Iteration 2F (30666.730000 sec): 3 clusters
  Score: Raw -460628.438036 + Penalty 2740.847429 = -457887.590607
  nChanged 292
		SP:Iteration 3F (30666.940000 sec): 3 clusters
  Score: Raw -460827.374191 + Penalty 2740.847429 = -458086.526761
  nChanged 269
		SP:Iteration 4F (30667.050000 sec): 3 clusters
  Score: Raw -461001.453730 + Penalty 2740.847429 = -458260.606301
  nChanged 222
		SP:Iteration 5Q (30667.280000 sec): 3 clusters
  Score: Raw -461149.160336 + Penalty 2740.847429 = -458408.312906
  nChanged 215
		SP:Iteration 6Q (30667.480000 sec): 3 clusters
  Score: Raw -461297.638299 + Penalty 2740.847429 = -458556.790870
  nChanged 201
		SP:Iteration 7Q (30667.680000 sec): 3 clusters
  Score: Raw -461450.905593 + Penalty 2740.847429 = -458710.058164
  nChanged 170
		SP:Iteration 8Q (30667.870000 sec): 3 clusters
  Score: Raw -461568.397245 + Penalty 2740.847429 = -458827.549816
  nChanged 144
		SP:Iteration 9Q (30668.100000 sec): 3 clusters
  Score: Raw -461649.074758 + Penalty 2740.847429 = -458908.227329
  nChanged 107
		SP:Iteration 10Q (30668.310000 sec): 3 clusters
  Score: Raw -461711.978840 + Penalty 2740.847429 = -458971.131411
  nChanged 86
		SP:Iteration 11Q (30668.500000 sec): 3 clusters
  Score: Raw -461763.668459 + Penalty 2740.847429 = -459022.821030
  nChanged 74
		SP:Iteration 12Q (30668.710000 sec): 3 clusters
  Score: Raw -461817.824636 + Penalty 2740.847429 = -459076.977207
  nChanged 63
		SP:Iteration 13Q (30668.940000 sec): 3 clusters
  Score: Raw -461862.794710 + Penalty 2740.847429 = -459121.947281
  nChanged 62
		SP:Iteration 14Q (30669.110000 sec): 3 clusters
  Score: Raw -461905.393304 + Penalty 2740.847429 = -459164.545875
  nChanged 72
		SP:Iteration 15Q (30669.320000 sec): 3 clusters
  Score: Raw -461956.610470 + Penalty 2740.847429 = -459215.763041
  nChanged 69
		SP:Iteration 16Q (30669.520000 sec): 3 clusters
  Score: Raw -462020.286581 + Penalty 2740.847429 = -459279.439152
  nChanged 74
		SP:Iteration 17Q (30669.730000 sec): 3 clusters
  Score: Raw -462079.690207 + Penalty 2740.847429 = -459338.842778
  nChanged 67
		SP:Iteration 18Q (30669.900000 sec): 3 clusters
  Score: Raw -462132.648949 + Penalty 2740.847429 = -459391.801520
  nChanged 59
		SP:Iteration 19Q (30670.110000 sec): 3 clusters
  Score: Raw -462181.619152 + Penalty 2740.847429 = -459440.771723
  nChanged 45
		SP:Iteration 20F (30670.330000 sec): 3 clusters
  Score: Raw -462223.124576 + Penalty 2740.847429 = -459482.277147
  nChanged 44
		SP:Iteration 21Q (30670.560000 sec): 3 clusters
  Score: Raw -462256.332073 + Penalty 2740.847429 = -459515.484644
  nChanged 38
		SP:Iteration 22Q (30670.780000 sec): 3 clusters
  Score: Raw -462282.966627 + Penalty 2740.847429 = -459542.119198
  nChanged 31
		SP:Iteration 23Q (30670.960000 sec): 3 clusters
  Score: Raw -462306.255108 + Penalty 2740.847429 = -459565.407679
  nChanged 23
		SP:Iteration 24Q (30671.160000 sec): 3 clusters
  Score: Raw -462323.532245 + Penalty 2740.847429 = -459582.684816
  nChanged 20
		SP:Iteration 25Q (30671.380000 sec): 3 clusters
  Score: Raw -462336.688473 + Penalty 2740.847429 = -459595.841044
  nChanged 19
		SP:Iteration 26Q (30671.600000 sec): 3 clusters
  Score: Raw -462347.096303 + Penalty 2740.847429 = -459606.248873
  nChanged 19
		SP:Iteration 27Q (30671.800000 sec): 3 clusters
  Score: Raw -462356.217652 + Penalty 2740.847429 = -459615.370222
  nChanged 7
		SP:Iteration 28Q (30672.000000 sec): 3 clusters
  Score: Raw -462357.787116 + Penalty 2740.847429 = -459616.939687
  nChanged 3
		SP:Iteration 29Q (30672.220000 sec): 3 clusters
  Score: Raw -462358.656743 + Penalty 2740.847429 = -459617.809314
  nChanged 3
		SP:Iteration 30Q (30672.440000 sec): 3 clusters
  Score: Raw -462359.377742 + Penalty 2740.847429 = -459618.530313
  nChanged 0
		SP:Iteration 31F (30672.660000 sec): 3 clusters
  Score: Raw -462359.377742 + Penalty 2740.847429 = -459618.530313
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 54 (5298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30672.750000 sec): 2 clusters
  Score: Raw -568480.700002 + Penalty 1393.451259 = -567087.248743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30672.990000 sec): 3 clusters
  Score: Raw -565728.714412 + Penalty 2786.902518 = -562941.811894
  nChanged 2130
		SP:Iteration 1F (30673.230000 sec): 3 clusters
  Score: Raw -566842.598981 + Penalty 2786.902518 = -564055.696464
  nChanged 370
		SP:Iteration 2F (30673.420000 sec): 3 clusters
  Score: Raw -567027.372503 + Penalty 2786.902518 = -564240.469985
  nChanged 266
		SP:Iteration 3F (30673.630000 sec): 3 clusters
  Score: Raw -567152.060780 + Penalty 2786.902518 = -564365.158262
  nChanged 218
		SP:Iteration 4Q (30673.890000 sec): 3 clusters
  Score: Raw -567258.897085 + Penalty 2786.902518 = -564471.994568
  nChanged 201
		SP:Iteration 5Q (30674.120000 sec): 3 clusters
  Score: Raw -567346.319869 + Penalty 2786.902518 = -564559.417351
  nChanged 172
		SP:Iteration 6Q (30674.310000 sec): 3 clusters
  Score: Raw -567426.458246 + Penalty 2786.902518 = -564639.555728
  nChanged 162
		SP:Iteration 7Q (30674.550000 sec): 3 clusters
  Score: Raw -567508.068460 + Penalty 2786.902518 = -564721.165942
  nChanged 163
		SP:Iteration 8Q (30674.770000 sec): 3 clusters
  Score: Raw -567594.198233 + Penalty 2786.902518 = -564807.295716
  nChanged 189
		SP:Iteration 9Q (30674.960000 sec): 3 clusters
  Score: Raw -567718.620629 + Penalty 2786.902518 = -564931.718111
  nChanged 195
		SP:Iteration 10Q (30675.200000 sec): 3 clusters
  Score: Raw -567846.926634 + Penalty 2786.902518 = -565060.024116
  nChanged 204
		SP:Iteration 11Q (30675.390000 sec): 3 clusters
  Score: Raw -567983.842221 + Penalty 2786.902518 = -565196.939703
  nChanged 188
		SP:Iteration 12Q (30675.570000 sec): 3 clusters
  Score: Raw -568099.334428 + Penalty 2786.902518 = -565312.431910
  nChanged 152
		SP:Iteration 13Q (30675.740000 sec): 3 clusters
  Score: Raw -568197.055778 + Penalty 2786.902518 = -565410.153260
  nChanged 138
		SP:Iteration 14Q (30675.930000 sec): 3 clusters
  Score: Raw -568285.207065 + Penalty 2786.902518 = -565498.304547
  nChanged 118
		SP:Iteration 15Q (30676.130000 sec): 3 clusters
  Score: Raw -568363.912346 + Penalty 2786.902518 = -565577.009828
  nChanged 92
		SP:Iteration 16Q (30676.330000 sec): 3 clusters
  Score: Raw -568423.519867 + Penalty 2786.902518 = -565636.617349
  nChanged 75
		SP:Iteration 17Q (30676.630000 sec): 3 clusters
  Score: Raw -568476.531393 + Penalty 2786.902518 = -565689.628875
  nChanged 60
		SP:Iteration 18Q (30676.880000 sec): 3 clusters
  Score: Raw -568524.027272 + Penalty 2786.902518 = -565737.124754
  nChanged 50
		SP:Iteration 19Q (30677.030000 sec): 3 clusters
  Score: Raw -568556.513732 + Penalty 2786.902518 = -565769.611214
  nChanged 35
		SP:Iteration 20F (30677.250000 sec): 3 clusters
  Score: Raw -568580.806462 + Penalty 2786.902518 = -565793.903944
  nChanged 36
		SP:Iteration 21Q (30677.480000 sec): 3 clusters
  Score: Raw -568601.681896 + Penalty 2786.902518 = -565814.779378
  nChanged 32
		SP:Iteration 22Q (30677.660000 sec): 3 clusters
  Score: Raw -568621.300440 + Penalty 2786.902518 = -565834.397922
  nChanged 31
		SP:Iteration 23Q (30677.910000 sec): 3 clusters
  Score: Raw -568647.313778 + Penalty 2786.902518 = -565860.411260
  nChanged 30
		SP:Iteration 24Q (30678.160000 sec): 3 clusters
  Score: Raw -568665.882199 + Penalty 2786.902518 = -565878.979681
  nChanged 11
		SP:Iteration 25Q (30678.390000 sec): 3 clusters
  Score: Raw -568674.629529 + Penalty 2786.902518 = -565887.727012
  nChanged 15
		SP:Iteration 26Q (30678.620000 sec): 3 clusters
  Score: Raw -568685.663386 + Penalty 2786.902518 = -565898.760868
  nChanged 10
		SP:Iteration 27Q (30678.790000 sec): 3 clusters
  Score: Raw -568695.834115 + Penalty 2786.902518 = -565908.931597
  nChanged 15
		SP:Iteration 28Q (30679.010000 sec): 3 clusters
  Score: Raw -568708.881232 + Penalty 2786.902518 = -565921.978714
  nChanged 10
		SP:Iteration 29Q (30679.250000 sec): 3 clusters
  Score: Raw -568715.201318 + Penalty 2786.902518 = -565928.298800
  nChanged 3
		SP:Iteration 30Q (30679.440000 sec): 3 clusters
  Score: Raw -568717.817970 + Penalty 2786.902518 = -565930.915452
  nChanged 3
		SP:Iteration 31Q (30679.630000 sec): 3 clusters
  Score: Raw -568718.838225 + Penalty 2786.902518 = -565931.935707
  nChanged 0
		SP:Iteration 32F (30679.820000 sec): 3 clusters
  Score: Raw -568718.838225 + Penalty 2786.902518 = -565931.935707
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 55 (1846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30679.900000 sec): 2 clusters
  Score: Raw -171181.463333 + Penalty 1222.126167 = -169959.337166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30680.060000 sec): 3 clusters
  Score: Raw -170393.269635 + Penalty 2444.252335 = -167949.017300
  nChanged 653
		SP:Iteration 1F (30680.270000 sec): 3 clusters
  Score: Raw -170892.462326 + Penalty 2444.252335 = -168448.209991
  nChanged 148
		SP:Iteration 2F (30680.410000 sec): 3 clusters
  Score: Raw -171044.749414 + Penalty 2444.252335 = -168600.497079
  nChanged 109
		SP:Iteration 3F (30680.560000 sec): 3 clusters
  Score: Raw -171148.992815 + Penalty 2444.252335 = -168704.740480
  nChanged 73
		SP:Iteration 4Q (30680.710000 sec): 3 clusters
  Score: Raw -171204.160675 + Penalty 2444.252335 = -168759.908340
  nChanged 50
		SP:Iteration 5Q (30680.880000 sec): 3 clusters
  Score: Raw -171247.984788 + Penalty 2444.252335 = -168803.732453
  nChanged 42
		SP:Iteration 6Q (30681.150000 sec): 3 clusters
  Score: Raw -171294.271405 + Penalty 2444.252335 = -168850.019070
  nChanged 36
		SP:Iteration 7Q (30681.340000 sec): 3 clusters
  Score: Raw -171321.455768 + Penalty 2444.252335 = -168877.203434
  nChanged 32
		SP:Iteration 8Q (30681.490000 sec): 3 clusters
  Score: Raw -171343.344915 + Penalty 2444.252335 = -168899.092580
  nChanged 21
		SP:Iteration 9Q (30681.690000 sec): 3 clusters
  Score: Raw -171360.530833 + Penalty 2444.252335 = -168916.278498
  nChanged 26
		SP:Iteration 10Q (30681.870000 sec): 3 clusters
  Score: Raw -171380.402489 + Penalty 2444.252335 = -168936.150154
  nChanged 15
		SP:Iteration 11Q (30682.120000 sec): 3 clusters
  Score: Raw -171398.281289 + Penalty 2444.252335 = -168954.028954
  nChanged 22
		SP:Iteration 12Q (30682.250000 sec): 3 clusters
  Score: Raw -171412.143244 + Penalty 2444.252335 = -168967.890909
  nChanged 15
		SP:Iteration 13Q (30682.450000 sec): 3 clusters
  Score: Raw -171421.606474 + Penalty 2444.252335 = -168977.354139
  nChanged 19
		SP:Iteration 14Q (30682.630000 sec): 3 clusters
  Score: Raw -171434.855650 + Penalty 2444.252335 = -168990.603315
  nChanged 17
		SP:Iteration 15Q (30682.770000 sec): 3 clusters
  Score: Raw -171446.204753 + Penalty 2444.252335 = -169001.952418
  nChanged 12
		SP:Iteration 16Q (30682.950000 sec): 3 clusters
  Score: Raw -171451.886313 + Penalty 2444.252335 = -169007.633979
  nChanged 5
		SP:Iteration 17Q (30683.150000 sec): 3 clusters
  Score: Raw -171454.132787 + Penalty 2444.252335 = -169009.880452
  nChanged 4
		SP:Iteration 18Q (30683.340000 sec): 3 clusters
  Score: Raw -171455.799983 + Penalty 2444.252335 = -169011.547648
  nChanged 0
		SP:Iteration 19F (30683.490000 sec): 3 clusters
  Score: Raw -171455.799983 + Penalty 2444.252335 = -169011.547648
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 56 (2109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30683.590000 sec): 2 clusters
  Score: Raw -221653.439659 + Penalty 1243.769992 = -220409.669667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30683.790000 sec): 3 clusters
  Score: Raw -220729.353801 + Penalty 2487.539984 = -218241.813817
  nChanged 743
		SP:Iteration 1F (30683.940000 sec): 3 clusters
  Score: Raw -221205.401176 + Penalty 2487.539984 = -218717.861192
  nChanged 161
		SP:Iteration 2F (30684.120000 sec): 3 clusters
  Score: Raw -221315.478591 + Penalty 2487.539984 = -218827.938607
  nChanged 89
		SP:Iteration 3Q (30684.340000 sec): 3 clusters
  Score: Raw -221369.820402 + Penalty 2487.539984 = -218882.280418
  nChanged 67
		SP:Iteration 4Q (30684.520000 sec): 3 clusters
  Score: Raw -221413.574435 + Penalty 2487.539984 = -218926.034451
  nChanged 48
		SP:Iteration 5Q (30684.720000 sec): 3 clusters
  Score: Raw -221440.678482 + Penalty 2487.539984 = -218953.138498
  nChanged 34
		SP:Iteration 6Q (30684.890000 sec): 3 clusters
  Score: Raw -221457.617779 + Penalty 2487.539984 = -218970.077795
  nChanged 31
		SP:Iteration 7Q (30685.070000 sec): 3 clusters
  Score: Raw -221474.571049 + Penalty 2487.539984 = -218987.031066
  nChanged 27
		SP:Iteration 8Q (30685.240000 sec): 3 clusters
  Score: Raw -221486.114974 + Penalty 2487.539984 = -218998.574991
  nChanged 24
		SP:Iteration 9Q (30685.410000 sec): 3 clusters
  Score: Raw -221494.915586 + Penalty 2487.539984 = -219007.375603
  nChanged 14
		SP:Iteration 10Q (30685.650000 sec): 3 clusters
  Score: Raw -221504.404947 + Penalty 2487.539984 = -219016.864963
  nChanged 21
		SP:Iteration 11Q (30685.830000 sec): 3 clusters
  Score: Raw -221513.723924 + Penalty 2487.539984 = -219026.183941
  nChanged 12
		SP:Iteration 12Q (30686.020000 sec): 3 clusters
  Score: Raw -221520.409573 + Penalty 2487.539984 = -219032.869589
  nChanged 10
		SP:Iteration 13Q (30686.200000 sec): 3 clusters
  Score: Raw -221523.497685 + Penalty 2487.539984 = -219035.957701
  nChanged 8
		SP:Iteration 14Q (30686.390000 sec): 3 clusters
  Score: Raw -221525.437379 + Penalty 2487.539984 = -219037.897395
  nChanged 9
		SP:Iteration 15Q (30686.560000 sec): 3 clusters
  Score: Raw -221528.178415 + Penalty 2487.539984 = -219040.638431
  nChanged 7
		SP:Iteration 16Q (30686.710000 sec): 3 clusters
  Score: Raw -221531.363465 + Penalty 2487.539984 = -219043.823482
  nChanged 6
		SP:Iteration 17Q (30686.880000 sec): 3 clusters
  Score: Raw -221534.315571 + Penalty 2487.539984 = -219046.775587
  nChanged 8
		SP:Iteration 18Q (30687.060000 sec): 3 clusters
  Score: Raw -221537.798447 + Penalty 2487.539984 = -219050.258464
  nChanged 9
		SP:Iteration 19Q (30687.270000 sec): 3 clusters
  Score: Raw -221541.266117 + Penalty 2487.539984 = -219053.726133
  nChanged 12
		SP:Iteration 20F (30687.510000 sec): 3 clusters
  Score: Raw -221546.167391 + Penalty 2487.539984 = -219058.627407
  nChanged 4
		SP:Iteration 21Q (30687.650000 sec): 3 clusters
  Score: Raw -221547.302475 + Penalty 2487.539984 = -219059.762491
  nChanged 3
		SP:Iteration 22Q (30687.880000 sec): 3 clusters
  Score: Raw -221548.925876 + Penalty 2487.539984 = -219061.385893
  nChanged 5
		SP:Iteration 23Q (30688.050000 sec): 3 clusters
  Score: Raw -221550.961762 + Penalty 2487.539984 = -219063.421778
  nChanged 2
		SP:Iteration 24Q (30688.220000 sec): 3 clusters
  Score: Raw -221551.498184 + Penalty 2487.539984 = -219063.958200
  nChanged 1
		SP:Iteration 25Q (30688.420000 sec): 3 clusters
  Score: Raw -221551.758061 + Penalty 2487.539984 = -219064.218078
  nChanged 0
		SP:Iteration 26F (30688.670000 sec): 3 clusters
  Score: Raw -221551.758061 + Penalty 2487.539984 = -219064.218078
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 57 (1892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30688.760000 sec): 2 clusters
  Score: Raw -182255.433506 + Penalty 1226.125834 = -181029.307671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30688.980000 sec): 3 clusters
  Score: Raw -181470.484115 + Penalty 2452.251669 = -179018.232446
  nChanged 669
		SP:Iteration 1F (30689.110000 sec): 3 clusters
  Score: Raw -181899.114521 + Penalty 2452.251669 = -179446.862853
  nChanged 126
		SP:Iteration 2F (30689.320000 sec): 3 clusters
  Score: Raw -181987.064932 + Penalty 2452.251669 = -179534.813264
  nChanged 71
		SP:Iteration 3Q (30689.520000 sec): 3 clusters
  Score: Raw -182030.949949 + Penalty 2452.251669 = -179578.698280
  nChanged 46
		SP:Iteration 4Q (30689.690000 sec): 3 clusters
  Score: Raw -182065.839495 + Penalty 2452.251669 = -179613.587826
  nChanged 37
		SP:Iteration 5Q (30689.850000 sec): 3 clusters
  Score: Raw -182087.598632 + Penalty 2452.251669 = -179635.346964
  nChanged 34
		SP:Iteration 6Q (30690.020000 sec): 3 clusters
  Score: Raw -182106.899851 + Penalty 2452.251669 = -179654.648182
  nChanged 30
		SP:Iteration 7Q (30690.230000 sec): 3 clusters
  Score: Raw -182124.795372 + Penalty 2452.251669 = -179672.543703
  nChanged 22
		SP:Iteration 8Q (30690.420000 sec): 3 clusters
  Score: Raw -182135.490103 + Penalty 2452.251669 = -179683.238434
  nChanged 13
		SP:Iteration 9Q (30690.560000 sec): 3 clusters
  Score: Raw -182147.382916 + Penalty 2452.251669 = -179695.131247
  nChanged 18
		SP:Iteration 10Q (30690.760000 sec): 3 clusters
  Score: Raw -182157.122308 + Penalty 2452.251669 = -179704.870640
  nChanged 21
		SP:Iteration 11Q (30690.930000 sec): 3 clusters
  Score: Raw -182167.485651 + Penalty 2452.251669 = -179715.233982
  nChanged 22
		SP:Iteration 12Q (30691.110000 sec): 3 clusters
  Score: Raw -182175.300996 + Penalty 2452.251669 = -179723.049327
  nChanged 11
		SP:Iteration 13Q (30691.270000 sec): 3 clusters
  Score: Raw -182178.720475 + Penalty 2452.251669 = -179726.468806
  nChanged 10
		SP:Iteration 14Q (30691.460000 sec): 3 clusters
  Score: Raw -182181.757835 + Penalty 2452.251669 = -179729.506167
  nChanged 7
		SP:Iteration 15Q (30691.610000 sec): 3 clusters
  Score: Raw -182183.444867 + Penalty 2452.251669 = -179731.193198
  nChanged 10
		SP:Iteration 16Q (30691.810000 sec): 3 clusters
  Score: Raw -182187.443885 + Penalty 2452.251669 = -179735.192216
  nChanged 3
		SP:Iteration 17Q (30692.010000 sec): 3 clusters
  Score: Raw -182187.853523 + Penalty 2452.251669 = -179735.601854
  nChanged 0
		SP:Iteration 18F (30692.140000 sec): 3 clusters
  Score: Raw -182187.853523 + Penalty 2452.251669 = -179735.601854
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 58 (61807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30692.540000 sec): 2 clusters
  Score: Raw -6211021.732042 + Penalty 1792.662935 = -6209229.069108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30693.050000 sec): 3 clusters
  Score: Raw -6171785.115989 + Penalty 3585.325869 = -6168199.790120
  nChanged 29019
		SP:Iteration 1F (30693.560000 sec): 3 clusters
  Score: Raw -6188404.958947 + Penalty 3585.325869 = -6184819.633077
  nChanged 2398
		SP:Iteration 2Q (30694.040000 sec): 3 clusters
  Score: Raw -6189086.934456 + Penalty 3585.325869 = -6185501.608587
  nChanged 2447
		SP:Iteration 3Q (30694.550000 sec): 3 clusters
  Score: Raw -6189854.567370 + Penalty 3585.325869 = -6186269.241501
  nChanged 2578
		SP:Iteration 4Q (30694.920000 sec): 3 clusters
  Score: Raw -6190741.465707 + Penalty 3585.325869 = -6187156.139838
  nChanged 2585
		SP:Iteration 5Q (30695.460000 sec): 3 clusters
  Score: Raw -6191789.806923 + Penalty 3585.325869 = -6188204.481053
  nChanged 2836
		SP:Iteration 6Q (30696.010000 sec): 3 clusters
  Score: Raw -6193134.501512 + Penalty 3585.325869 = -6189549.175642
  nChanged 3110
		SP:Iteration 7F (30696.500000 sec): 3 clusters
  Score: Raw -6194817.674505 + Penalty 3585.325869 = -6191232.348636
  nChanged 3224
		SP:Iteration 8F (30696.940000 sec): 3 clusters
  Score: Raw -6196733.587308 + Penalty 3585.325869 = -6193148.261438
  nChanged 3275
		SP:Iteration 9F (30697.380000 sec): 3 clusters
  Score: Raw -6198736.556911 + Penalty 3585.325869 = -6195151.231041
  nChanged 2981
		SP:Iteration 10Q (30697.820000 sec): 3 clusters
  Score: Raw -6200399.396761 + Penalty 3585.325869 = -6196814.070892
  nChanged 2340
		SP:Iteration 11Q (30698.380000 sec): 3 clusters
  Score: Raw -6201370.855934 + Penalty 3585.325869 = -6197785.530065
  nChanged 1617
		SP:Iteration 12Q (30698.890000 sec): 3 clusters
  Score: Raw -6201826.370143 + Penalty 3585.325869 = -6198241.044274
  nChanged 1049
		SP:Iteration 13Q (30699.400000 sec): 3 clusters
  Score: Raw -6202059.933227 + Penalty 3585.325869 = -6198474.607357
  nChanged 781
		SP:Iteration 14Q (30699.920000 sec): 3 clusters
  Score: Raw -6202211.598442 + Penalty 3585.325869 = -6198626.272573
  nChanged 646
		SP:Iteration 15Q (30700.430000 sec): 3 clusters
  Score: Raw -6202343.004484 + Penalty 3585.325869 = -6198757.678615
  nChanged 619
		SP:Iteration 16Q (30700.970000 sec): 3 clusters
  Score: Raw -6202469.119166 + Penalty 3585.325869 = -6198883.793297
  nChanged 659
		SP:Iteration 17Q (30701.520000 sec): 3 clusters
  Score: Raw -6202599.158642 + Penalty 3585.325869 = -6199013.832772
  nChanged 618
		SP:Iteration 18Q (30702.090000 sec): 3 clusters
  Score: Raw -6202726.265390 + Penalty 3585.325869 = -6199140.939521
  nChanged 601
		SP:Iteration 19Q (30702.610000 sec): 3 clusters
  Score: Raw -6202851.746943 + Penalty 3585.325869 = -6199266.421074
  nChanged 605
		SP:Iteration 20F (30703.180000 sec): 3 clusters
  Score: Raw -6202981.292566 + Penalty 3585.325869 = -6199395.966697
  nChanged 628
		SP:Iteration 21Q (30703.740000 sec): 3 clusters
  Score: Raw -6203113.801160 + Penalty 3585.325869 = -6199528.475290
  nChanged 625
		SP:Iteration 22Q (30704.150000 sec): 3 clusters
  Score: Raw -6203252.033343 + Penalty 3585.325869 = -6199666.707474
  nChanged 607
		SP:Iteration 23Q (30704.660000 sec): 3 clusters
  Score: Raw -6203387.285708 + Penalty 3585.325869 = -6199801.959839
  nChanged 605
		SP:Iteration 24Q (30705.110000 sec): 3 clusters
  Score: Raw -6203506.111626 + Penalty 3585.325869 = -6199920.785757
  nChanged 598
		SP:Iteration 25Q (30705.600000 sec): 3 clusters
  Score: Raw -6203628.824051 + Penalty 3585.325869 = -6200043.498182
  nChanged 580
		SP:Iteration 26Q (30706.070000 sec): 3 clusters
  Score: Raw -6203743.386938 + Penalty 3585.325869 = -6200158.061068
  nChanged 536
		SP:Iteration 27Q (30706.550000 sec): 3 clusters
  Score: Raw -6203841.650208 + Penalty 3585.325869 = -6200256.324338
  nChanged 496
		SP:Iteration 28Q (30706.990000 sec): 3 clusters
  Score: Raw -6203933.510888 + Penalty 3585.325869 = -6200348.185019
  nChanged 502
		SP:Iteration 29Q (30707.440000 sec): 3 clusters
  Score: Raw -6204031.038280 + Penalty 3585.325869 = -6200445.712411
  nChanged 503
		SP:Iteration 30Q (30707.970000 sec): 3 clusters
  Score: Raw -6204130.816497 + Penalty 3585.325869 = -6200545.490628
  nChanged 535
		SP:Iteration 31Q (30708.540000 sec): 3 clusters
  Score: Raw -6204227.139351 + Penalty 3585.325869 = -6200641.813482
  nChanged 506
		SP:Iteration 32Q (30709.030000 sec): 3 clusters
  Score: Raw -6204321.245539 + Penalty 3585.325869 = -6200735.919670
  nChanged 515
		SP:Iteration 33Q (30709.550000 sec): 3 clusters
  Score: Raw -6204417.196652 + Penalty 3585.325869 = -6200831.870783
  nChanged 494
		SP:Iteration 34Q (30710.060000 sec): 3 clusters
  Score: Raw -6204507.740006 + Penalty 3585.325869 = -6200922.414136
  nChanged 481
		SP:Iteration 35Q (30710.470000 sec): 3 clusters
  Score: Raw -6204592.831253 + Penalty 3585.325869 = -6201007.505384
  nChanged 492
		SP:Iteration 36Q (30710.990000 sec): 3 clusters
  Score: Raw -6204681.677443 + Penalty 3585.325869 = -6201096.351573
  nChanged 469
		SP:Iteration 37Q (30711.460000 sec): 3 clusters
  Score: Raw -6204762.011295 + Penalty 3585.325869 = -6201176.685426
  nChanged 459
		SP:Iteration 38Q (30711.990000 sec): 3 clusters
  Score: Raw -6204843.292194 + Penalty 3585.325869 = -6201257.966325
  nChanged 450
		SP:Iteration 39Q (30712.530000 sec): 3 clusters
  Score: Raw -6204921.564053 + Penalty 3585.325869 = -6201336.238183
  nChanged 420
		SP:Iteration 40F (30713.010000 sec): 3 clusters
  Score: Raw -6204987.104504 + Penalty 3585.325869 = -6201401.778634
  nChanged 395
		SP:Iteration 41Q (30713.490000 sec): 3 clusters
  Score: Raw -6205046.673576 + Penalty 3585.325869 = -6201461.347706
  nChanged 388
		SP:Iteration 42Q (30714.010000 sec): 3 clusters
  Score: Raw -6205102.781301 + Penalty 3585.325869 = -6201517.455432
  nChanged 384
		SP:Iteration 43Q (30714.490000 sec): 3 clusters
  Score: Raw -6205159.688677 + Penalty 3585.325869 = -6201574.362808
  nChanged 358
		SP:Iteration 44Q (30715.050000 sec): 3 clusters
  Score: Raw -6205213.728351 + Penalty 3585.325869 = -6201628.402481
  nChanged 389
		SP:Iteration 45Q (30715.520000 sec): 3 clusters
  Score: Raw -6205271.111143 + Penalty 3585.325869 = -6201685.785274
  nChanged 392
		SP:Iteration 46Q (30716.100000 sec): 3 clusters
  Score: Raw -6205324.627324 + Penalty 3585.325869 = -6201739.301454
  nChanged 356
		SP:Iteration 47Q (30716.640000 sec): 3 clusters
  Score: Raw -6205374.796335 + Penalty 3585.325869 = -6201789.470465
  nChanged 365
		SP:Iteration 48Q (30717.150000 sec): 3 clusters
  Score: Raw -6205429.930526 + Penalty 3585.325869 = -6201844.604657
  nChanged 407
		SP:Iteration 49Q (30717.660000 sec): 3 clusters
  Score: Raw -6205493.619843 + Penalty 3585.325869 = -6201908.293974
  nChanged 415
		SP:Iteration 50Q (30718.170000 sec): 3 clusters
  Score: Raw -6205554.477248 + Penalty 3585.325869 = -6201969.151379
  nChanged 427
		SP:Iteration 51Q (30718.700000 sec): 3 clusters
  Score: Raw -6205622.092239 + Penalty 3585.325869 = -6202036.766370
  nChanged 454
		SP:Iteration 52Q (30719.280000 sec): 3 clusters
  Score: Raw -6205704.699334 + Penalty 3585.325869 = -6202119.373465
  nChanged 482
		SP:Iteration 53Q (30719.770000 sec): 3 clusters
  Score: Raw -6205801.153600 + Penalty 3585.325869 = -6202215.827731
  nChanged 527
		SP:Iteration 54Q (30720.370000 sec): 3 clusters
  Score: Raw -6205909.874147 + Penalty 3585.325869 = -6202324.548278
  nChanged 557
		SP:Iteration 55Q (30720.910000 sec): 3 clusters
  Score: Raw -6206022.235503 + Penalty 3585.325869 = -6202436.909633
  nChanged 524
		SP:Iteration 56Q (30721.380000 sec): 3 clusters
  Score: Raw -6206124.673895 + Penalty 3585.325869 = -6202539.348026
  nChanged 521
		SP:Iteration 57Q (30721.880000 sec): 3 clusters
  Score: Raw -6206231.806248 + Penalty 3585.325869 = -6202646.480379
  nChanged 519
		SP:Iteration 58Q (30722.410000 sec): 3 clusters
  Score: Raw -6206342.952482 + Penalty 3585.325869 = -6202757.626612
  nChanged 548
		SP:Iteration 59Q (30722.930000 sec): 3 clusters
  Score: Raw -6206458.297447 + Penalty 3585.325869 = -6202872.971577
  nChanged 560
		SP:Iteration 60F (30723.450000 sec): 3 clusters
  Score: Raw -6206581.114988 + Penalty 3585.325869 = -6202995.789119
  nChanged 567
		SP:Iteration 61Q (30723.940000 sec): 3 clusters
  Score: Raw -6206710.040390 + Penalty 3585.325869 = -6203124.714521
  nChanged 603
		SP:Iteration 62Q (30724.440000 sec): 3 clusters
  Score: Raw -6206857.159463 + Penalty 3585.325869 = -6203271.833594
  nChanged 604
		SP:Iteration 63Q (30724.940000 sec): 3 clusters
  Score: Raw -6207013.427254 + Penalty 3585.325869 = -6203428.101384
  nChanged 575
		SP:Iteration 64Q (30725.390000 sec): 3 clusters
  Score: Raw -6207159.042837 + Penalty 3585.325869 = -6203573.716968
  nChanged 561
		SP:Iteration 65Q (30725.820000 sec): 3 clusters
  Score: Raw -6207306.868600 + Penalty 3585.325869 = -6203721.542731
  nChanged 558
		SP:Iteration 66Q (30726.330000 sec): 3 clusters
  Score: Raw -6207461.925609 + Penalty 3585.325869 = -6203876.599740
  nChanged 601
		SP:Iteration 67Q (30726.800000 sec): 3 clusters
  Score: Raw -6207642.994801 + Penalty 3585.325869 = -6204057.668932
  nChanged 593
		SP:Iteration 68Q (30727.280000 sec): 3 clusters
  Score: Raw -6207825.775151 + Penalty 3585.325869 = -6204240.449281
  nChanged 565
		SP:Iteration 69Q (30727.650000 sec): 3 clusters
  Score: Raw -6208019.217830 + Penalty 3585.325869 = -6204433.891961
  nChanged 598
		SP:Iteration 70Q (30728.080000 sec): 3 clusters
  Score: Raw -6208228.037266 + Penalty 3585.325869 = -6204642.711396
  nChanged 575
		SP:Iteration 71Q (30728.600000 sec): 3 clusters
  Score: Raw -6208433.125172 + Penalty 3585.325869 = -6204847.799303
  nChanged 572
		SP:Iteration 72Q (30729.060000 sec): 3 clusters
  Score: Raw -6208662.020095 + Penalty 3585.325869 = -6205076.694225
  nChanged 571
		SP:Iteration 73Q (30729.530000 sec): 3 clusters
  Score: Raw -6208904.806532 + Penalty 3585.325869 = -6205319.480663
  nChanged 545
		SP:Iteration 74Q (30730.080000 sec): 3 clusters
  Score: Raw -6209168.771385 + Penalty 3585.325869 = -6205583.445516
  nChanged 556
		SP:Iteration 75Q (30730.620000 sec): 3 clusters
  Score: Raw -6209450.431804 + Penalty 3585.325869 = -6205865.105935
  nChanged 520
		SP:Iteration 76Q (30731.070000 sec): 3 clusters
  Score: Raw -6209729.542372 + Penalty 3585.325869 = -6206144.216503
  nChanged 497
		SP:Iteration 77Q (30731.560000 sec): 3 clusters
  Score: Raw -6209963.962721 + Penalty 3585.325869 = -6206378.636852
  nChanged 414
		SP:Iteration 78Q (30732.020000 sec): 3 clusters
  Score: Raw -6210138.183650 + Penalty 3585.325869 = -6206552.857781
  nChanged 357
		SP:Iteration 79Q (30732.560000 sec): 3 clusters
  Score: Raw -6210262.205631 + Penalty 3585.325869 = -6206676.879762
  nChanged 285
		SP:Iteration 80F (30733.000000 sec): 3 clusters
  Score: Raw -6210337.683396 + Penalty 3585.325869 = -6206752.357526
  nChanged 236
		SP:Iteration 81Q (30733.450000 sec): 3 clusters
  Score: Raw -6210390.984360 + Penalty 3585.325869 = -6206805.658490
  nChanged 199
		SP:Iteration 82Q (30733.920000 sec): 3 clusters
  Score: Raw -6210429.954891 + Penalty 3585.325869 = -6206844.629021
  nChanged 190
		SP:Iteration 83Q (30734.360000 sec): 3 clusters
  Score: Raw -6210463.732881 + Penalty 3585.325869 = -6206878.407012
  nChanged 154
		SP:Iteration 84Q (30734.750000 sec): 3 clusters
  Score: Raw -6210490.776848 + Penalty 3585.325869 = -6206905.450979
  nChanged 158
		SP:Iteration 85Q (30735.160000 sec): 3 clusters
  Score: Raw -6210514.399600 + Penalty 3585.325869 = -6206929.073731
  nChanged 140
		SP:Iteration 86Q (30735.550000 sec): 3 clusters
  Score: Raw -6210540.561118 + Penalty 3585.325869 = -6206955.235249
  nChanged 139
		SP:Iteration 87Q (30736.030000 sec): 3 clusters
  Score: Raw -6210565.127527 + Penalty 3585.325869 = -6206979.801657
  nChanged 114
		SP:Iteration 88Q (30736.540000 sec): 3 clusters
  Score: Raw -6210582.107285 + Penalty 3585.325869 = -6206996.781416
  nChanged 104
		SP:Iteration 89Q (30736.950000 sec): 3 clusters
  Score: Raw -6210600.281133 + Penalty 3585.325869 = -6207014.955263
  nChanged 107
		SP:Iteration 90Q (30737.340000 sec): 3 clusters
  Score: Raw -6210622.285925 + Penalty 3585.325869 = -6207036.960056
  nChanged 116
		SP:Iteration 91Q (30737.750000 sec): 3 clusters
  Score: Raw -6210645.359632 + Penalty 3585.325869 = -6207060.033763
  nChanged 118
		SP:Iteration 92Q (30738.190000 sec): 3 clusters
  Score: Raw -6210669.482308 + Penalty 3585.325869 = -6207084.156439
  nChanged 106
		SP:Iteration 93Q (30738.630000 sec): 3 clusters
  Score: Raw -6210690.645982 + Penalty 3585.325869 = -6207105.320113
  nChanged 102
		SP:Iteration 94Q (30739.090000 sec): 3 clusters
  Score: Raw -6210712.526729 + Penalty 3585.325869 = -6207127.200860
  nChanged 115
		SP:Iteration 95Q (30739.510000 sec): 3 clusters
  Score: Raw -6210739.355829 + Penalty 3585.325869 = -6207154.029960
  nChanged 128
		SP:Iteration 96Q (30739.890000 sec): 3 clusters
  Score: Raw -6210772.120812 + Penalty 3585.325869 = -6207186.794943
  nChanged 139
		SP:Iteration 97Q (30740.290000 sec): 3 clusters
  Score: Raw -6210806.704875 + Penalty 3585.325869 = -6207221.379006
  nChanged 134
		SP:Iteration 98Q (30740.670000 sec): 3 clusters
  Score: Raw -6210840.147496 + Penalty 3585.325869 = -6207254.821627
  nChanged 139
		SP:Iteration 99Q (30741.120000 sec): 3 clusters
  Score: Raw -6210873.007384 + Penalty 3585.325869 = -6207287.681515
  nChanged 134
		SP:Iteration 100F (30741.550000 sec): 3 clusters
  Score: Raw -6210910.522678 + Penalty 3585.325869 = -6207325.196809
  nChanged 144
		SP:Iteration 101Q (30741.980000 sec): 3 clusters
  Score: Raw -6210953.090925 + Penalty 3585.325869 = -6207367.765055
  nChanged 144
		SP:Iteration 102Q (30742.420000 sec): 3 clusters
  Score: Raw -6211004.364529 + Penalty 3585.325869 = -6207419.038659
  nChanged 158
		SP:Iteration 103Q (30742.820000 sec): 3 clusters
  Score: Raw -6211069.079733 + Penalty 3585.325869 = -6207483.753863
  nChanged 180
		SP:Iteration 104Q (30743.280000 sec): 3 clusters
  Score: Raw -6211135.547441 + Penalty 3585.325869 = -6207550.221571
  nChanged 175
		SP:Iteration 105Q (30743.730000 sec): 3 clusters
  Score: Raw -6211204.333824 + Penalty 3585.325869 = -6207619.007955
  nChanged 158
		SP:Iteration 106Q (30744.220000 sec): 3 clusters
  Score: Raw -6211269.252140 + Penalty 3585.325869 = -6207683.926271
  nChanged 169
		SP:Iteration 107Q (30744.700000 sec): 3 clusters
  Score: Raw -6211332.938419 + Penalty 3585.325869 = -6207747.612550
  nChanged 145
		SP:Iteration 108Q (30745.160000 sec): 3 clusters
  Score: Raw -6211381.035764 + Penalty 3585.325869 = -6207795.709894
  nChanged 134
		SP:Iteration 109Q (30745.600000 sec): 3 clusters
  Score: Raw -6211424.943251 + Penalty 3585.325869 = -6207839.617382
  nChanged 116
		SP:Iteration 110Q (30746.030000 sec): 3 clusters
  Score: Raw -6211460.803645 + Penalty 3585.325869 = -6207875.477776
  nChanged 101
		SP:Iteration 111Q (30746.500000 sec): 3 clusters
  Score: Raw -6211492.987985 + Penalty 3585.325869 = -6207907.662116
  nChanged 95
		SP:Iteration 112Q (30746.940000 sec): 3 clusters
  Score: Raw -6211530.776576 + Penalty 3585.325869 = -6207945.450706
  nChanged 101
		SP:Iteration 113Q (30747.460000 sec): 3 clusters
  Score: Raw -6211573.115025 + Penalty 3585.325869 = -6207987.789156
  nChanged 98
		SP:Iteration 114Q (30747.920000 sec): 3 clusters
  Score: Raw -6211606.319878 + Penalty 3585.325869 = -6208020.994009
  nChanged 75
		SP:Iteration 115Q (30748.400000 sec): 3 clusters
  Score: Raw -6211634.199439 + Penalty 3585.325869 = -6208048.873570
  nChanged 76
		SP:Iteration 116Q (30748.860000 sec): 3 clusters
  Score: Raw -6211659.146498 + Penalty 3585.325869 = -6208073.820628
  nChanged 68
		SP:Iteration 117Q (30749.280000 sec): 3 clusters
  Score: Raw -6211680.184174 + Penalty 3585.325869 = -6208094.858305
  nChanged 60
		SP:Iteration 118Q (30749.720000 sec): 3 clusters
  Score: Raw -6211699.685903 + Penalty 3585.325869 = -6208114.360034
  nChanged 61
		SP:Iteration 119Q (30750.110000 sec): 3 clusters
  Score: Raw -6211717.704967 + Penalty 3585.325869 = -6208132.379098
  nChanged 45
		SP:Iteration 120F (30750.560000 sec): 3 clusters
  Score: Raw -6211732.015570 + Penalty 3585.325869 = -6208146.689700
  nChanged 52
		SP:Iteration 121Q (30750.980000 sec): 3 clusters
  Score: Raw -6211746.632753 + Penalty 3585.325869 = -6208161.306883
  nChanged 37
		SP:Iteration 122Q (30751.460000 sec): 3 clusters
  Score: Raw -6211757.947181 + Penalty 3585.325869 = -6208172.621312
  nChanged 37
		SP:Iteration 123Q (30751.830000 sec): 3 clusters
  Score: Raw -6211772.738962 + Penalty 3585.325869 = -6208187.413093
  nChanged 48
		SP:Iteration 124Q (30752.290000 sec): 3 clusters
  Score: Raw -6211787.319190 + Penalty 3585.325869 = -6208201.993321
  nChanged 38
		SP:Iteration 125Q (30752.670000 sec): 3 clusters
  Score: Raw -6211795.957170 + Penalty 3585.325869 = -6208210.631300
  nChanged 31
		SP:Iteration 126Q (30753.060000 sec): 3 clusters
  Score: Raw -6211804.196315 + Penalty 3585.325869 = -6208218.870445
  nChanged 27
		SP:Iteration 127Q (30753.450000 sec): 3 clusters
  Score: Raw -6211811.755351 + Penalty 3585.325869 = -6208226.429482
  nChanged 29
		SP:Iteration 128Q (30753.910000 sec): 3 clusters
  Score: Raw -6211818.259710 + Penalty 3585.325869 = -6208232.933840
  nChanged 20
		SP:Iteration 129Q (30754.280000 sec): 3 clusters
  Score: Raw -6211823.088275 + Penalty 3585.325869 = -6208237.762406
  nChanged 24
		SP:Iteration 130Q (30754.700000 sec): 3 clusters
  Score: Raw -6211828.039475 + Penalty 3585.325869 = -6208242.713606
  nChanged 11
		SP:Iteration 131Q (30755.150000 sec): 3 clusters
  Score: Raw -6211830.891569 + Penalty 3585.325869 = -6208245.565700
  nChanged 10
		SP:Iteration 132Q (30755.590000 sec): 3 clusters
  Score: Raw -6211833.186908 + Penalty 3585.325869 = -6208247.861038
  nChanged 6
		SP:Iteration 133Q (30756.000000 sec): 3 clusters
  Score: Raw -6211834.130881 + Penalty 3585.325869 = -6208248.805011
  nChanged 4
		SP:Iteration 134Q (30756.380000 sec): 3 clusters
  Score: Raw -6211835.009980 + Penalty 3585.325869 = -6208249.684110
  nChanged 7
		SP:Iteration 135Q (30756.870000 sec): 3 clusters
  Score: Raw -6211836.194111 + Penalty 3585.325869 = -6208250.868241
  nChanged 9
		SP:Iteration 136Q (30757.340000 sec): 3 clusters
  Score: Raw -6211837.926492 + Penalty 3585.325869 = -6208252.600623
  nChanged 7
		SP:Iteration 137Q (30757.780000 sec): 3 clusters
  Score: Raw -6211838.962958 + Penalty 3585.325869 = -6208253.637089
  nChanged 5
		SP:Iteration 138Q (30758.180000 sec): 3 clusters
  Score: Raw -6211839.653294 + Penalty 3585.325869 = -6208254.327425
  nChanged 2
		SP:Iteration 139Q (30758.560000 sec): 3 clusters
  Score: Raw -6211840.004348 + Penalty 3585.325869 = -6208254.678479
  nChanged 2
		SP:Iteration 140F (30758.970000 sec): 3 clusters
  Score: Raw -6211840.293719 + Penalty 3585.325869 = -6208254.967849
  nChanged 1
		SP:Iteration 141Q (30759.360000 sec): 3 clusters
  Score: Raw -6211840.505952 + Penalty 3585.325869 = -6208255.180083
  nChanged 1
		SP:Iteration 142Q (30759.800000 sec): 3 clusters
  Score: Raw -6211840.667601 + Penalty 3585.325869 = -6208255.341732
  nChanged 1
		SP:Iteration 143Q (30760.210000 sec): 3 clusters
  Score: Raw -6211840.894456 + Penalty 3585.325869 = -6208255.568586
  nChanged 1
		SP:Iteration 144Q (30760.680000 sec): 3 clusters
  Score: Raw -6211840.996055 + Penalty 3585.325869 = -6208255.670185
  nChanged 0
		SP:Iteration 145F (30761.090000 sec): 3 clusters
  Score: Raw -6211840.996055 + Penalty 3585.325869 = -6208255.670185
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 59 (2449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30761.200000 sec): 2 clusters
  Score: Raw -223719.511943 + Penalty 1268.058197 = -222451.453746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30761.430000 sec): 3 clusters
  Score: Raw -222636.199029 + Penalty 2536.116394 = -220100.082636
  nChanged 870
		SP:Iteration 1F (30761.600000 sec): 3 clusters
  Score: Raw -223270.422523 + Penalty 2536.116394 = -220734.306129
  nChanged 225
		SP:Iteration 2F (30761.790000 sec): 3 clusters
  Score: Raw -223441.372239 + Penalty 2536.116394 = -220905.255845
  nChanged 137
		SP:Iteration 3F (30761.970000 sec): 3 clusters
  Score: Raw -223545.801983 + Penalty 2536.116394 = -221009.685589
  nChanged 107
		SP:Iteration 4Q (30762.180000 sec): 3 clusters
  Score: Raw -223622.526821 + Penalty 2536.116394 = -221086.410428
  nChanged 82
		SP:Iteration 5Q (30762.340000 sec): 3 clusters
  Score: Raw -223672.785118 + Penalty 2536.116394 = -221136.668724
  nChanged 53
		SP:Iteration 6Q (30762.540000 sec): 3 clusters
  Score: Raw -223713.082484 + Penalty 2536.116394 = -221176.966091
  nChanged 62
		SP:Iteration 7Q (30762.750000 sec): 3 clusters
  Score: Raw -223757.809872 + Penalty 2536.116394 = -221221.693479
  nChanged 52
		SP:Iteration 8Q (30762.950000 sec): 3 clusters
  Score: Raw -223785.022893 + Penalty 2536.116394 = -221248.906500
  nChanged 51
		SP:Iteration 9Q (30763.170000 sec): 3 clusters
  Score: Raw -223816.464618 + Penalty 2536.116394 = -221280.348224
  nChanged 47
		SP:Iteration 10Q (30763.400000 sec): 3 clusters
  Score: Raw -223844.040644 + Penalty 2536.116394 = -221307.924250
  nChanged 40
		SP:Iteration 11Q (30763.590000 sec): 3 clusters
  Score: Raw -223866.803697 + Penalty 2536.116394 = -221330.687304
  nChanged 36
		SP:Iteration 12Q (30763.770000 sec): 3 clusters
  Score: Raw -223883.902570 + Penalty 2536.116394 = -221347.786176
  nChanged 25
		SP:Iteration 13Q (30763.960000 sec): 3 clusters
  Score: Raw -223894.710973 + Penalty 2536.116394 = -221358.594579
  nChanged 15
		SP:Iteration 14Q (30764.160000 sec): 3 clusters
  Score: Raw -223900.542173 + Penalty 2536.116394 = -221364.425780
  nChanged 10
		SP:Iteration 15Q (30764.380000 sec): 3 clusters
  Score: Raw -223904.089160 + Penalty 2536.116394 = -221367.972766
  nChanged 12
		SP:Iteration 16Q (30764.500000 sec): 3 clusters
  Score: Raw -223908.747709 + Penalty 2536.116394 = -221372.631316
  nChanged 10
		SP:Iteration 17Q (30764.700000 sec): 3 clusters
  Score: Raw -223914.041402 + Penalty 2536.116394 = -221377.925009
  nChanged 9
		SP:Iteration 18Q (30764.910000 sec): 3 clusters
  Score: Raw -223916.712063 + Penalty 2536.116394 = -221380.595669
  nChanged 4
		SP:Iteration 19Q (30765.120000 sec): 3 clusters
  Score: Raw -223918.020342 + Penalty 2536.116394 = -221381.903948
  nChanged 4
		SP:Iteration 20F (30765.280000 sec): 3 clusters
  Score: Raw -223921.300533 + Penalty 2536.116394 = -221385.184139
  nChanged 3
		SP:Iteration 21Q (30765.510000 sec): 3 clusters
  Score: Raw -223922.209621 + Penalty 2536.116394 = -221386.093228
  nChanged 2
		SP:Iteration 22Q (30765.740000 sec): 3 clusters
  Score: Raw -223922.815453 + Penalty 2536.116394 = -221386.699059
  nChanged 0
		SP:Iteration 23F (30765.920000 sec): 3 clusters
  Score: Raw -223922.815453 + Penalty 2536.116394 = -221386.699059
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 60 (2109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30766.040000 sec): 2 clusters
  Score: Raw -215251.387287 + Penalty 1243.769992 = -214007.617295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30766.210000 sec): 3 clusters
  Score: Raw -214340.868401 + Penalty 2487.539984 = -211853.328417
  nChanged 717
		SP:Iteration 1F (30766.350000 sec): 3 clusters
  Score: Raw -214779.899333 + Penalty 2487.539984 = -212292.359350
  nChanged 150
		SP:Iteration 2F (30766.540000 sec): 3 clusters
  Score: Raw -214873.564218 + Penalty 2487.539984 = -212386.024235
  nChanged 89
		SP:Iteration 3Q (30766.750000 sec): 3 clusters
  Score: Raw -214924.998357 + Penalty 2487.539984 = -212437.458373
  nChanged 69
		SP:Iteration 4Q (30766.930000 sec): 3 clusters
  Score: Raw -214967.040894 + Penalty 2487.539984 = -212479.500910
  nChanged 55
		SP:Iteration 5Q (30767.110000 sec): 3 clusters
  Score: Raw -215004.991310 + Penalty 2487.539984 = -212517.451326
  nChanged 58
		SP:Iteration 6Q (30767.290000 sec): 3 clusters
  Score: Raw -215046.053072 + Penalty 2487.539984 = -212558.513089
  nChanged 68
		SP:Iteration 7Q (30767.520000 sec): 3 clusters
  Score: Raw -215097.625850 + Penalty 2487.539984 = -212610.085866
  nChanged 66
		SP:Iteration 8Q (30767.700000 sec): 3 clusters
  Score: Raw -215149.706775 + Penalty 2487.539984 = -212662.166791
  nChanged 55
		SP:Iteration 9Q (30767.910000 sec): 3 clusters
  Score: Raw -215190.297468 + Penalty 2487.539984 = -212702.757484
  nChanged 54
		SP:Iteration 10Q (30768.090000 sec): 3 clusters
  Score: Raw -215223.201116 + Penalty 2487.539984 = -212735.661133
  nChanged 37
		SP:Iteration 11Q (30768.280000 sec): 3 clusters
  Score: Raw -215248.629406 + Penalty 2487.539984 = -212761.089422
  nChanged 36
		SP:Iteration 12Q (30768.460000 sec): 3 clusters
  Score: Raw -215266.606949 + Penalty 2487.539984 = -212779.066965
  nChanged 25
		SP:Iteration 13Q (30768.680000 sec): 3 clusters
  Score: Raw -215280.803779 + Penalty 2487.539984 = -212793.263795
  nChanged 15
		SP:Iteration 14Q (30768.900000 sec): 3 clusters
  Score: Raw -215287.488634 + Penalty 2487.539984 = -212799.948650
  nChanged 13
		SP:Iteration 15Q (30769.040000 sec): 3 clusters
  Score: Raw -215293.272856 + Penalty 2487.539984 = -212805.732872
  nChanged 5
		SP:Iteration 16Q (30769.220000 sec): 3 clusters
  Score: Raw -215295.329626 + Penalty 2487.539984 = -212807.789642
  nChanged 6
		SP:Iteration 17Q (30769.400000 sec): 3 clusters
  Score: Raw -215297.648386 + Penalty 2487.539984 = -212810.108403
  nChanged 4
		SP:Iteration 18Q (30769.560000 sec): 3 clusters
  Score: Raw -215299.036468 + Penalty 2487.539984 = -212811.496485
  nChanged 4
		SP:Iteration 19Q (30769.720000 sec): 3 clusters
  Score: Raw -215300.945965 + Penalty 2487.539984 = -212813.405981
  nChanged 10
		SP:Iteration 20F (30769.880000 sec): 3 clusters
  Score: Raw -215306.332190 + Penalty 2487.539984 = -212818.792206
  nChanged 6
		SP:Iteration 21Q (30770.070000 sec): 3 clusters
  Score: Raw -215309.929708 + Penalty 2487.539984 = -212822.389724
  nChanged 8
		SP:Iteration 22Q (30770.240000 sec): 3 clusters
  Score: Raw -215313.002352 + Penalty 2487.539984 = -212825.462368
  nChanged 5
		SP:Iteration 23Q (30770.420000 sec): 3 clusters
  Score: Raw -215314.998454 + Penalty 2487.539984 = -212827.458470
  nChanged 4
		SP:Iteration 24Q (30770.590000 sec): 3 clusters
  Score: Raw -215315.912094 + Penalty 2487.539984 = -212828.372110
  nChanged 1
		SP:Iteration 25Q (30770.780000 sec): 3 clusters
  Score: Raw -215316.502805 + Penalty 2487.539984 = -212828.962821
  nChanged 3
		SP:Iteration 26Q (30770.990000 sec): 3 clusters
  Score: Raw -215318.098563 + Penalty 2487.539984 = -212830.558580
  nChanged 2
		SP:Iteration 27Q (30771.140000 sec): 3 clusters
  Score: Raw -215319.058995 + Penalty 2487.539984 = -212831.519011
  nChanged 1
		SP:Iteration 28Q (30771.320000 sec): 3 clusters
  Score: Raw -215320.020656 + Penalty 2487.539984 = -212832.480672
  nChanged 2
		SP:Iteration 29Q (30771.520000 sec): 3 clusters
  Score: Raw -215320.900413 + Penalty 2487.539984 = -212833.360430
  nChanged 2
		SP:Iteration 30Q (30771.690000 sec): 3 clusters
  Score: Raw -215321.986245 + Penalty 2487.539984 = -212834.446262
  nChanged 2
		SP:Iteration 31Q (30771.880000 sec): 3 clusters
  Score: Raw -215322.850745 + Penalty 2487.539984 = -212835.310761
  nChanged 2
		SP:Iteration 32Q (30772.080000 sec): 3 clusters
  Score: Raw -215323.667585 + Penalty 2487.539984 = -212836.127601
  nChanged 1
		SP:Iteration 33Q (30772.210000 sec): 3 clusters
  Score: Raw -215323.955945 + Penalty 2487.539984 = -212836.415961
  nChanged 1
		SP:Iteration 34Q (30772.400000 sec): 3 clusters
  Score: Raw -215324.287843 + Penalty 2487.539984 = -212836.747860
  nChanged 3
		SP:Iteration 35Q (30772.580000 sec): 3 clusters
  Score: Raw -215325.558293 + Penalty 2487.539984 = -212838.018309
  nChanged 5
		SP:Iteration 36Q (30772.760000 sec): 3 clusters
  Score: Raw -215328.248429 + Penalty 2487.539984 = -212840.708446
  nChanged 4
		SP:Iteration 37Q (30772.940000 sec): 3 clusters
  Score: Raw -215330.039629 + Penalty 2487.539984 = -212842.499645
  nChanged 5
		SP:Iteration 38Q (30773.140000 sec): 3 clusters
  Score: Raw -215331.908235 + Penalty 2487.539984 = -212844.368252
  nChanged 3
		SP:Iteration 39Q (30773.300000 sec): 3 clusters
  Score: Raw -215332.684703 + Penalty 2487.539984 = -212845.144719
  nChanged 2
		SP:Iteration 40F (30773.470000 sec): 3 clusters
  Score: Raw -215333.652161 + Penalty 2487.539984 = -212846.112178
  nChanged 5
		SP:Iteration 41Q (30773.620000 sec): 3 clusters
  Score: Raw -215336.199011 + Penalty 2487.539984 = -212848.659028
  nChanged 2
		SP:Iteration 42Q (30773.760000 sec): 3 clusters
  Score: Raw -215336.832846 + Penalty 2487.539984 = -212849.292863
  nChanged 2
		SP:Iteration 43Q (30773.890000 sec): 3 clusters
  Score: Raw -215337.412041 + Penalty 2487.539984 = -212849.872058
  nChanged 1
		SP:Iteration 44Q (30774.090000 sec): 3 clusters
  Score: Raw -215337.687860 + Penalty 2487.539984 = -212850.147876
  nChanged 0
		SP:Iteration 45F (30774.270000 sec): 3 clusters
  Score: Raw -215337.687860 + Penalty 2487.539984 = -212850.147876
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 61 (1308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30774.350000 sec): 2 clusters
  Score: Raw -111964.232165 + Penalty 1166.141361 = -110798.090803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30774.510000 sec): 3 clusters
  Score: Raw -111507.227055 + Penalty 2332.282723 = -109174.944332
  nChanged 419
		SP:Iteration 1F (30774.680000 sec): 3 clusters
  Score: Raw -111927.128003 + Penalty 2332.282723 = -109594.845280
  nChanged 132
		SP:Iteration 2F (30774.870000 sec): 3 clusters
  Score: Raw -112095.572217 + Penalty 2332.282723 = -109763.289494
  nChanged 84
		SP:Iteration 3F (30775.060000 sec): 3 clusters
  Score: Raw -112192.764736 + Penalty 2332.282723 = -109860.482013
  nChanged 54
		SP:Iteration 4Q (30775.200000 sec): 3 clusters
  Score: Raw -112272.934723 + Penalty 2332.282723 = -109940.652000
  nChanged 55
		SP:Iteration 5Q (30775.350000 sec): 3 clusters
  Score: Raw -112341.657694 + Penalty 2332.282723 = -110009.374971
  nChanged 47
		SP:Iteration 6Q (30775.580000 sec): 3 clusters
  Score: Raw -112385.424335 + Penalty 2332.282723 = -110053.141612
  nChanged 25
		SP:Iteration 7Q (30775.730000 sec): 3 clusters
  Score: Raw -112414.260337 + Penalty 2332.282723 = -110081.977614
  nChanged 23
		SP:Iteration 8Q (30775.940000 sec): 3 clusters
  Score: Raw -112428.591592 + Penalty 2332.282723 = -110096.308869
  nChanged 12
		SP:Iteration 9Q (30776.150000 sec): 3 clusters
  Score: Raw -112437.904726 + Penalty 2332.282723 = -110105.622003
  nChanged 9
		SP:Iteration 10Q (30776.330000 sec): 3 clusters
  Score: Raw -112447.311211 + Penalty 2332.282723 = -110115.028488
  nChanged 13
		SP:Iteration 11Q (30776.580000 sec): 3 clusters
  Score: Raw -112457.997786 + Penalty 2332.282723 = -110125.715063
  nChanged 10
		SP:Iteration 12Q (30776.750000 sec): 3 clusters
  Score: Raw -112463.453563 + Penalty 2332.282723 = -110131.170840
  nChanged 4
		SP:Iteration 13Q (30776.920000 sec): 3 clusters
  Score: Raw -112466.861017 + Penalty 2332.282723 = -110134.578295
  nChanged 5
		SP:Iteration 14Q (30777.100000 sec): 3 clusters
  Score: Raw -112470.562377 + Penalty 2332.282723 = -110138.279654
  nChanged 7
		SP:Iteration 15Q (30777.290000 sec): 3 clusters
  Score: Raw -112474.303610 + Penalty 2332.282723 = -110142.020887
  nChanged 5
		SP:Iteration 16Q (30777.500000 sec): 3 clusters
  Score: Raw -112476.899846 + Penalty 2332.282723 = -110144.617123
  nChanged 2
		SP:Iteration 17Q (30777.670000 sec): 3 clusters
  Score: Raw -112477.660339 + Penalty 2332.282723 = -110145.377616
  nChanged 1
		SP:Iteration 18Q (30777.880000 sec): 3 clusters
  Score: Raw -112478.053300 + Penalty 2332.282723 = -110145.770577
  nChanged 1
		SP:Iteration 19Q (30778.060000 sec): 3 clusters
  Score: Raw -112478.745455 + Penalty 2332.282723 = -110146.462732
  nChanged 0
		SP:Iteration 20F (30778.280000 sec): 3 clusters
  Score: Raw -112478.745455 + Penalty 2332.282723 = -110146.462732
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 62 (5198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30778.370000 sec): 2 clusters
  Score: Raw -489580.829266 + Penalty 1390.354747 = -488190.474519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30778.660000 sec): 3 clusters
  Score: Raw -486883.859176 + Penalty 2780.709495 = -484103.149681
  nChanged 2112
		SP:Iteration 1F (30778.850000 sec): 3 clusters
  Score: Raw -488094.577714 + Penalty 2780.709495 = -485313.868219
  nChanged 387
		SP:Iteration 2F (30779.110000 sec): 3 clusters
  Score: Raw -488316.279319 + Penalty 2780.709495 = -485535.569824
  nChanged 294
		SP:Iteration 3F (30779.310000 sec): 3 clusters
  Score: Raw -488459.600560 + Penalty 2780.709495 = -485678.891065
  nChanged 232
		SP:Iteration 4Q (30779.540000 sec): 3 clusters
  Score: Raw -488567.903863 + Penalty 2780.709495 = -485787.194368
  nChanged 192
		SP:Iteration 5Q (30779.750000 sec): 3 clusters
  Score: Raw -488656.621288 + Penalty 2780.709495 = -485875.911793
  nChanged 140
		SP:Iteration 6Q (30779.940000 sec): 3 clusters
  Score: Raw -488727.544562 + Penalty 2780.709495 = -485946.835067
  nChanged 143
		SP:Iteration 7Q (30780.150000 sec): 3 clusters
  Score: Raw -488788.316977 + Penalty 2780.709495 = -486007.607482
  nChanged 131
		SP:Iteration 8Q (30780.340000 sec): 3 clusters
  Score: Raw -488840.466351 + Penalty 2780.709495 = -486059.756856
  nChanged 111
		SP:Iteration 9Q (30780.570000 sec): 3 clusters
  Score: Raw -488890.191169 + Penalty 2780.709495 = -486109.481674
  nChanged 117
		SP:Iteration 10Q (30780.780000 sec): 3 clusters
  Score: Raw -488941.933997 + Penalty 2780.709495 = -486161.224502
  nChanged 104
		SP:Iteration 11Q (30780.960000 sec): 3 clusters
  Score: Raw -488982.900027 + Penalty 2780.709495 = -486202.190532
  nChanged 81
		SP:Iteration 12Q (30781.210000 sec): 3 clusters
  Score: Raw -489012.799433 + Penalty 2780.709495 = -486232.089938
  nChanged 81
		SP:Iteration 13Q (30781.380000 sec): 3 clusters
  Score: Raw -489042.765060 + Penalty 2780.709495 = -486262.055565
  nChanged 70
		SP:Iteration 14Q (30781.610000 sec): 3 clusters
  Score: Raw -489067.123117 + Penalty 2780.709495 = -486286.413622
  nChanged 69
		SP:Iteration 15Q (30781.820000 sec): 3 clusters
  Score: Raw -489088.777597 + Penalty 2780.709495 = -486308.068102
  nChanged 53
		SP:Iteration 16Q (30782.020000 sec): 3 clusters
  Score: Raw -489103.805614 + Penalty 2780.709495 = -486323.096119
  nChanged 49
		SP:Iteration 17Q (30782.220000 sec): 3 clusters
  Score: Raw -489119.222688 + Penalty 2780.709495 = -486338.513193
  nChanged 53
		SP:Iteration 18Q (30782.470000 sec): 3 clusters
  Score: Raw -489132.961698 + Penalty 2780.709495 = -486352.252204
  nChanged 33
		SP:Iteration 19Q (30782.670000 sec): 3 clusters
  Score: Raw -489141.724858 + Penalty 2780.709495 = -486361.015363
  nChanged 33
		SP:Iteration 20F (30782.870000 sec): 3 clusters
  Score: Raw -489152.014982 + Penalty 2780.709495 = -486371.305487
  nChanged 35
		SP:Iteration 21Q (30783.090000 sec): 3 clusters
  Score: Raw -489163.081412 + Penalty 2780.709495 = -486382.371917
  nChanged 40
		SP:Iteration 22Q (30783.280000 sec): 3 clusters
  Score: Raw -489174.445943 + Penalty 2780.709495 = -486393.736448
  nChanged 44
		SP:Iteration 23Q (30783.490000 sec): 3 clusters
  Score: Raw -489185.682488 + Penalty 2780.709495 = -486404.972993
  nChanged 41
		SP:Iteration 24Q (30783.700000 sec): 3 clusters
  Score: Raw -489194.968520 + Penalty 2780.709495 = -486414.259025
  nChanged 44
		SP:Iteration 25Q (30783.890000 sec): 3 clusters
  Score: Raw -489205.523580 + Penalty 2780.709495 = -486424.814085
  nChanged 31
		SP:Iteration 26Q (30784.050000 sec): 3 clusters
  Score: Raw -489213.198723 + Penalty 2780.709495 = -486432.489228
  nChanged 31
		SP:Iteration 27Q (30784.250000 sec): 3 clusters
  Score: Raw -489219.854998 + Penalty 2780.709495 = -486439.145503
  nChanged 23
		SP:Iteration 28Q (30784.430000 sec): 3 clusters
  Score: Raw -489225.005335 + Penalty 2780.709495 = -486444.295840
  nChanged 22
		SP:Iteration 29Q (30784.690000 sec): 3 clusters
  Score: Raw -489230.027165 + Penalty 2780.709495 = -486449.317670
  nChanged 24
		SP:Iteration 30Q (30784.860000 sec): 3 clusters
  Score: Raw -489235.047778 + Penalty 2780.709495 = -486454.338284
  nChanged 25
		SP:Iteration 31Q (30785.080000 sec): 3 clusters
  Score: Raw -489240.290322 + Penalty 2780.709495 = -486459.580827
  nChanged 16
		SP:Iteration 32Q (30785.330000 sec): 3 clusters
  Score: Raw -489245.067782 + Penalty 2780.709495 = -486464.358287
  nChanged 25
		SP:Iteration 33Q (30785.510000 sec): 3 clusters
  Score: Raw -489251.209553 + Penalty 2780.709495 = -486470.500058
  nChanged 29
		SP:Iteration 34Q (30785.730000 sec): 3 clusters
  Score: Raw -489259.902804 + Penalty 2780.709495 = -486479.193309
  nChanged 39
		SP:Iteration 35Q (30786.000000 sec): 3 clusters
  Score: Raw -489274.522982 + Penalty 2780.709495 = -486493.813487
  nChanged 38
		SP:Iteration 36Q (30786.190000 sec): 3 clusters
  Score: Raw -489287.481024 + Penalty 2780.709495 = -486506.771529
  nChanged 44
		SP:Iteration 37Q (30786.430000 sec): 3 clusters
  Score: Raw -489299.637082 + Penalty 2780.709495 = -486518.927587
  nChanged 44
		SP:Iteration 38Q (30786.600000 sec): 3 clusters
  Score: Raw -489316.265111 + Penalty 2780.709495 = -486535.555616
  nChanged 47
		SP:Iteration 39Q (30786.830000 sec): 3 clusters
  Score: Raw -489330.262512 + Penalty 2780.709495 = -486549.553018
  nChanged 41
		SP:Iteration 40F (30787.060000 sec): 3 clusters
  Score: Raw -489342.451181 + Penalty 2780.709495 = -486561.741686
  nChanged 36
		SP:Iteration 41Q (30787.270000 sec): 3 clusters
  Score: Raw -489351.046140 + Penalty 2780.709495 = -486570.336645
  nChanged 29
		SP:Iteration 42Q (30787.430000 sec): 3 clusters
  Score: Raw -489358.705042 + Penalty 2780.709495 = -486577.995547
  nChanged 14
		SP:Iteration 43Q (30787.620000 sec): 3 clusters
  Score: Raw -489361.655869 + Penalty 2780.709495 = -486580.946374
  nChanged 13
		SP:Iteration 44Q (30787.850000 sec): 3 clusters
  Score: Raw -489364.571899 + Penalty 2780.709495 = -486583.862404
  nChanged 17
		SP:Iteration 45Q (30788.040000 sec): 3 clusters
  Score: Raw -489368.990647 + Penalty 2780.709495 = -486588.281152
  nChanged 14
		SP:Iteration 46Q (30788.250000 sec): 3 clusters
  Score: Raw -489371.840973 + Penalty 2780.709495 = -486591.131478
  nChanged 16
		SP:Iteration 47Q (30788.420000 sec): 3 clusters
  Score: Raw -489376.579042 + Penalty 2780.709495 = -486595.869547
  nChanged 17
		SP:Iteration 48Q (30788.660000 sec): 3 clusters
  Score: Raw -489379.250004 + Penalty 2780.709495 = -486598.540509
  nChanged 7
		SP:Iteration 49Q (30788.900000 sec): 3 clusters
  Score: Raw -489380.656783 + Penalty 2780.709495 = -486599.947288
  nChanged 9
		SP:Iteration 50Q (30789.130000 sec): 3 clusters
  Score: Raw -489382.606858 + Penalty 2780.709495 = -486601.897363
  nChanged 10
		SP:Iteration 51Q (30789.330000 sec): 3 clusters
  Score: Raw -489385.400801 + Penalty 2780.709495 = -486604.691306
  nChanged 20
		SP:Iteration 52Q (30789.510000 sec): 3 clusters
  Score: Raw -489390.622801 + Penalty 2780.709495 = -486609.913306
  nChanged 16
		SP:Iteration 53Q (30789.690000 sec): 3 clusters
  Score: Raw -489395.066650 + Penalty 2780.709495 = -486614.357155
  nChanged 17
		SP:Iteration 54Q (30789.910000 sec): 3 clusters
  Score: Raw -489400.000829 + Penalty 2780.709495 = -486619.291334
  nChanged 16
		SP:Iteration 55Q (30790.130000 sec): 3 clusters
  Score: Raw -489403.994904 + Penalty 2780.709495 = -486623.285409
  nChanged 11
		SP:Iteration 56Q (30790.320000 sec): 3 clusters
  Score: Raw -489406.532157 + Penalty 2780.709495 = -486625.822662
  nChanged 15
		SP:Iteration 57Q (30790.530000 sec): 3 clusters
  Score: Raw -489410.711041 + Penalty 2780.709495 = -486630.001547
  nChanged 15
		SP:Iteration 58Q (30790.720000 sec): 3 clusters
  Score: Raw -489414.009757 + Penalty 2780.709495 = -486633.300262
  nChanged 14
		SP:Iteration 59Q (30790.880000 sec): 3 clusters
  Score: Raw -489416.635613 + Penalty 2780.709495 = -486635.926118
  nChanged 12
		SP:Iteration 60F (30791.110000 sec): 3 clusters
  Score: Raw -489419.252236 + Penalty 2780.709495 = -486638.542741
  nChanged 14
		SP:Iteration 61Q (30791.270000 sec): 3 clusters
  Score: Raw -489423.484732 + Penalty 2780.709495 = -486642.775237
  nChanged 19
		SP:Iteration 62Q (30791.480000 sec): 3 clusters
  Score: Raw -489428.250965 + Penalty 2780.709495 = -486647.541470
  nChanged 16
		SP:Iteration 63Q (30791.680000 sec): 3 clusters
  Score: Raw -489432.101281 + Penalty 2780.709495 = -486651.391786
  nChanged 16
		SP:Iteration 64Q (30791.910000 sec): 3 clusters
  Score: Raw -489435.465430 + Penalty 2780.709495 = -486654.755935
  nChanged 9
		SP:Iteration 65Q (30792.140000 sec): 3 clusters
  Score: Raw -489437.125987 + Penalty 2780.709495 = -486656.416492
  nChanged 11
		SP:Iteration 66Q (30792.350000 sec): 3 clusters
  Score: Raw -489439.687700 + Penalty 2780.709495 = -486658.978205
  nChanged 11
		SP:Iteration 67Q (30792.540000 sec): 3 clusters
  Score: Raw -489442.457730 + Penalty 2780.709495 = -486661.748235
  nChanged 13
		SP:Iteration 68Q (30792.750000 sec): 3 clusters
  Score: Raw -489445.371308 + Penalty 2780.709495 = -486664.661813
  nChanged 15
		SP:Iteration 69Q (30792.980000 sec): 3 clusters
  Score: Raw -489449.070793 + Penalty 2780.709495 = -486668.361298
  nChanged 12
		SP:Iteration 70Q (30793.180000 sec): 3 clusters
  Score: Raw -489451.439707 + Penalty 2780.709495 = -486670.730212
  nChanged 11
		SP:Iteration 71Q (30793.390000 sec): 3 clusters
  Score: Raw -489454.214429 + Penalty 2780.709495 = -486673.504934
  nChanged 6
		SP:Iteration 72Q (30793.590000 sec): 3 clusters
  Score: Raw -489455.354438 + Penalty 2780.709495 = -486674.644943
  nChanged 4
		SP:Iteration 73Q (30793.760000 sec): 3 clusters
  Score: Raw -489456.573600 + Penalty 2780.709495 = -486675.864105
  nChanged 6
		SP:Iteration 74Q (30793.970000 sec): 3 clusters
  Score: Raw -489458.032301 + Penalty 2780.709495 = -486677.322806
  nChanged 7
		SP:Iteration 75Q (30794.170000 sec): 3 clusters
  Score: Raw -489459.772163 + Penalty 2780.709495 = -486679.062668
  nChanged 10
		SP:Iteration 76Q (30794.390000 sec): 3 clusters
  Score: Raw -489462.417754 + Penalty 2780.709495 = -486681.708259
  nChanged 11
		SP:Iteration 77Q (30794.630000 sec): 3 clusters
  Score: Raw -489465.732083 + Penalty 2780.709495 = -486685.022588
  nChanged 15
		SP:Iteration 78Q (30794.810000 sec): 3 clusters
  Score: Raw -489469.660723 + Penalty 2780.709495 = -486688.951228
  nChanged 15
		SP:Iteration 79Q (30794.990000 sec): 3 clusters
  Score: Raw -489474.180948 + Penalty 2780.709495 = -486693.471453
  nChanged 12
		SP:Iteration 80F (30795.250000 sec): 3 clusters
  Score: Raw -489478.688653 + Penalty 2780.709495 = -486697.979158
  nChanged 18
		SP:Iteration 81Q (30795.430000 sec): 3 clusters
  Score: Raw -489483.502791 + Penalty 2780.709495 = -486702.793296
  nChanged 20
		SP:Iteration 82Q (30795.650000 sec): 3 clusters
  Score: Raw -489490.073888 + Penalty 2780.709495 = -486709.364393
  nChanged 15
		SP:Iteration 83Q (30795.870000 sec): 3 clusters
  Score: Raw -489493.397059 + Penalty 2780.709495 = -486712.687565
  nChanged 16
		SP:Iteration 84Q (30796.070000 sec): 3 clusters
  Score: Raw -489497.714028 + Penalty 2780.709495 = -486717.004533
  nChanged 15
		SP:Iteration 85Q (30796.280000 sec): 3 clusters
  Score: Raw -489502.185633 + Penalty 2780.709495 = -486721.476138
  nChanged 18
		SP:Iteration 86Q (30796.520000 sec): 3 clusters
  Score: Raw -489509.343423 + Penalty 2780.709495 = -486728.633928
  nChanged 24
		SP:Iteration 87Q (30796.720000 sec): 3 clusters
  Score: Raw -489518.347439 + Penalty 2780.709495 = -486737.637944
  nChanged 25
		SP:Iteration 88Q (30796.900000 sec): 3 clusters
  Score: Raw -489527.270908 + Penalty 2780.709495 = -486746.561413
  nChanged 27
		SP:Iteration 89Q (30797.130000 sec): 3 clusters
  Score: Raw -489537.249098 + Penalty 2780.709495 = -486756.539603
  nChanged 24
		SP:Iteration 90Q (30797.310000 sec): 3 clusters
  Score: Raw -489546.292820 + Penalty 2780.709495 = -486765.583325
  nChanged 35
		SP:Iteration 91Q (30797.530000 sec): 3 clusters
  Score: Raw -489560.441855 + Penalty 2780.709495 = -486779.732360
  nChanged 32
		SP:Iteration 92Q (30797.770000 sec): 3 clusters
  Score: Raw -489570.768772 + Penalty 2780.709495 = -486790.059277
  nChanged 32
		SP:Iteration 93Q (30797.980000 sec): 3 clusters
  Score: Raw -489582.796855 + Penalty 2780.709495 = -486802.087360
  nChanged 32
		SP:Iteration 94Q (30798.120000 sec): 3 clusters
  Score: Raw -489594.120488 + Penalty 2780.709495 = -486813.410993
  nChanged 35
		SP:Iteration 95Q (30798.340000 sec): 3 clusters
  Score: Raw -489607.783385 + Penalty 2780.709495 = -486827.073890
  nChanged 32
		SP:Iteration 96Q (30798.520000 sec): 3 clusters
  Score: Raw -489619.693203 + Penalty 2780.709495 = -486838.983708
  nChanged 25
		SP:Iteration 97Q (30798.720000 sec): 3 clusters
  Score: Raw -489630.268475 + Penalty 2780.709495 = -486849.558980
  nChanged 36
		SP:Iteration 98Q (30798.900000 sec): 3 clusters
  Score: Raw -489645.907162 + Penalty 2780.709495 = -486865.197667
  nChanged 35
		SP:Iteration 99Q (30799.080000 sec): 3 clusters
  Score: Raw -489662.023751 + Penalty 2780.709495 = -486881.314256
  nChanged 28
		SP:Iteration 100F (30799.280000 sec): 3 clusters
  Score: Raw -489671.542813 + Penalty 2780.709495 = -486890.833318
  nChanged 27
		SP:Iteration 101Q (30799.450000 sec): 3 clusters
  Score: Raw -489681.251658 + Penalty 2780.709495 = -486900.542163
  nChanged 25
		SP:Iteration 102Q (30799.640000 sec): 3 clusters
  Score: Raw -489695.064610 + Penalty 2780.709495 = -486914.355115
  nChanged 31
		SP:Iteration 103Q (30799.820000 sec): 3 clusters
  Score: Raw -489709.932840 + Penalty 2780.709495 = -486929.223345
  nChanged 27
		SP:Iteration 104Q (30800.020000 sec): 3 clusters
  Score: Raw -489721.938394 + Penalty 2780.709495 = -486941.228900
  nChanged 21
		SP:Iteration 105Q (30800.150000 sec): 3 clusters
  Score: Raw -489729.822904 + Penalty 2780.709495 = -486949.113409
  nChanged 31
		SP:Iteration 106Q (30800.330000 sec): 3 clusters
  Score: Raw -489740.425462 + Penalty 2780.709495 = -486959.715967
  nChanged 26
		SP:Iteration 107Q (30800.550000 sec): 3 clusters
  Score: Raw -489750.172373 + Penalty 2780.709495 = -486969.462878
  nChanged 29
		SP:Iteration 108Q (30800.670000 sec): 3 clusters
  Score: Raw -489761.991824 + Penalty 2780.709495 = -486981.282330
  nChanged 29
		SP:Iteration 109Q (30800.850000 sec): 3 clusters
  Score: Raw -489774.447879 + Penalty 2780.709495 = -486993.738384
  nChanged 29
		SP:Iteration 110Q (30801.070000 sec): 3 clusters
  Score: Raw -489784.920079 + Penalty 2780.709495 = -487004.210584
  nChanged 23
		SP:Iteration 111Q (30801.190000 sec): 3 clusters
  Score: Raw -489793.866886 + Penalty 2780.709495 = -487013.157391
  nChanged 18
		SP:Iteration 112Q (30801.350000 sec): 3 clusters
  Score: Raw -489799.811523 + Penalty 2780.709495 = -487019.102028
  nChanged 15
		SP:Iteration 113Q (30801.520000 sec): 3 clusters
  Score: Raw -489806.181867 + Penalty 2780.709495 = -487025.472372
  nChanged 17
		SP:Iteration 114Q (30801.660000 sec): 3 clusters
  Score: Raw -489812.478622 + Penalty 2780.709495 = -487031.769127
  nChanged 17
		SP:Iteration 115Q (30801.810000 sec): 3 clusters
  Score: Raw -489817.437726 + Penalty 2780.709495 = -487036.728231
  nChanged 12
		SP:Iteration 116Q (30801.980000 sec): 3 clusters
  Score: Raw -489822.790433 + Penalty 2780.709495 = -487042.080938
  nChanged 13
		SP:Iteration 117Q (30802.220000 sec): 3 clusters
  Score: Raw -489828.945707 + Penalty 2780.709495 = -487048.236212
  nChanged 12
		SP:Iteration 118Q (30802.390000 sec): 3 clusters
  Score: Raw -489833.663011 + Penalty 2780.709495 = -487052.953516
  nChanged 15
		SP:Iteration 119Q (30802.580000 sec): 3 clusters
  Score: Raw -489837.821522 + Penalty 2780.709495 = -487057.112027
  nChanged 12
		SP:Iteration 120F (30802.730000 sec): 3 clusters
  Score: Raw -489841.879848 + Penalty 2780.709495 = -487061.170353
  nChanged 13
		SP:Iteration 121Q (30802.910000 sec): 3 clusters
  Score: Raw -489847.614326 + Penalty 2780.709495 = -487066.904831
  nChanged 15
		SP:Iteration 122Q (30803.090000 sec): 3 clusters
  Score: Raw -489854.241518 + Penalty 2780.709495 = -487073.532023
  nChanged 11
		SP:Iteration 123Q (30803.280000 sec): 3 clusters
  Score: Raw -489860.005247 + Penalty 2780.709495 = -487079.295753
  nChanged 9
		SP:Iteration 124Q (30803.420000 sec): 3 clusters
  Score: Raw -489865.630995 + Penalty 2780.709495 = -487084.921500
  nChanged 12
		SP:Iteration 125Q (30803.600000 sec): 3 clusters
  Score: Raw -489870.338184 + Penalty 2780.709495 = -487089.628689
  nChanged 9
		SP:Iteration 126Q (30803.740000 sec): 3 clusters
  Score: Raw -489875.456789 + Penalty 2780.709495 = -487094.747294
  nChanged 15
		SP:Iteration 127Q (30803.900000 sec): 3 clusters
  Score: Raw -489883.390160 + Penalty 2780.709495 = -487102.680665
  nChanged 16
		SP:Iteration 128Q (30804.060000 sec): 3 clusters
  Score: Raw -489891.147999 + Penalty 2780.709495 = -487110.438504
  nChanged 16
		SP:Iteration 129Q (30804.240000 sec): 3 clusters
  Score: Raw -489899.213032 + Penalty 2780.709495 = -487118.503537
  nChanged 14
		SP:Iteration 130Q (30804.440000 sec): 3 clusters
  Score: Raw -489906.130752 + Penalty 2780.709495 = -487125.421257
  nChanged 8
		SP:Iteration 131Q (30804.590000 sec): 3 clusters
  Score: Raw -489909.051512 + Penalty 2780.709495 = -487128.342017
  nChanged 5
		SP:Iteration 132Q (30804.760000 sec): 3 clusters
  Score: Raw -489910.312847 + Penalty 2780.709495 = -487129.603352
  nChanged 6
		SP:Iteration 133Q (30804.910000 sec): 3 clusters
  Score: Raw -489912.280900 + Penalty 2780.709495 = -487131.571405
  nChanged 4
		SP:Iteration 134Q (30805.050000 sec): 3 clusters
  Score: Raw -489914.329147 + Penalty 2780.709495 = -487133.619652
  nChanged 2
		SP:Iteration 135Q (30805.190000 sec): 3 clusters
  Score: Raw -489915.103046 + Penalty 2780.709495 = -487134.393551
  nChanged 1
		SP:Iteration 136Q (30805.390000 sec): 3 clusters
  Score: Raw -489915.338026 + Penalty 2780.709495 = -487134.628531
  nChanged 0
		SP:Iteration 137F (30805.590000 sec): 3 clusters
  Score: Raw -489915.338026 + Penalty 2780.709495 = -487134.628531
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 63 (111712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30806.150000 sec): 2 clusters
  Score: Raw -11652041.121510 + Penalty 1888.847904 = -11650152.273606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30806.890000 sec): 3 clusters
  Score: Raw -11579364.831840 + Penalty 3777.695808 = -11575587.136032
  nChanged 53424
		SP:Iteration 1F (30807.540000 sec): 3 clusters
  Score: Raw -11609984.452888 + Penalty 3777.695808 = -11606206.757079
  nChanged 3926
		SP:Iteration 2Q (30808.320000 sec): 3 clusters
  Score: Raw -11611019.662697 + Penalty 3777.695808 = -11607241.966889
  nChanged 4617
		SP:Iteration 3Q (30809.070000 sec): 3 clusters
  Score: Raw -11612627.302299 + Penalty 3777.695808 = -11608849.606490
  nChanged 5832
		SP:Iteration 4F (30809.730000 sec): 3 clusters
  Score: Raw -11615275.891443 + Penalty 3777.695808 = -11611498.195635
  nChanged 7320
		SP:Iteration 5F (30810.440000 sec): 3 clusters
  Score: Raw -11619528.513020 + Penalty 3777.695808 = -11615750.817212
  nChanged 8536
		SP:Iteration 6F (30811.200000 sec): 3 clusters
  Score: Raw -11625498.126161 + Penalty 3777.695808 = -11621720.430352
  nChanged 8752
		SP:Iteration 7F (30811.850000 sec): 3 clusters
  Score: Raw -11632818.397110 + Penalty 3777.695808 = -11629040.701302
  nChanged 7903
		SP:Iteration 8F (30812.470000 sec): 3 clusters
  Score: Raw -11640429.245599 + Penalty 3777.695808 = -11636651.549791
  nChanged 5631
		SP:Iteration 9F (30813.110000 sec): 3 clusters
  Score: Raw -11646227.642477 + Penalty 3777.695808 = -11642449.946669
  nChanged 3072
		SP:Iteration 10Q (30813.880000 sec): 3 clusters
  Score: Raw -11649550.534135 + Penalty 3777.695808 = -11645772.838326
  nChanged 1380
		SP:Iteration 11Q (30814.720000 sec): 3 clusters
  Score: Raw -11651044.925153 + Penalty 3777.695808 = -11647267.229345
  nChanged 762
		SP:Iteration 12Q (30815.530000 sec): 3 clusters
  Score: Raw -11651689.882121 + Penalty 3777.695808 = -11647912.186313
  nChanged 471
		SP:Iteration 13Q (30816.220000 sec): 3 clusters
  Score: Raw -11652023.881862 + Penalty 3777.695808 = -11648246.186054
  nChanged 289
		SP:Iteration 14Q (30816.850000 sec): 3 clusters
  Score: Raw -11652201.772889 + Penalty 3777.695808 = -11648424.077080
  nChanged 208
		SP:Iteration 15Q (30817.440000 sec): 3 clusters
  Score: Raw -11652310.914241 + Penalty 3777.695808 = -11648533.218433
  nChanged 162
		SP:Iteration 16Q (30818.010000 sec): 3 clusters
  Score: Raw -11652388.661607 + Penalty 3777.695808 = -11648610.965798
  nChanged 123
		SP:Iteration 17Q (30818.650000 sec): 3 clusters
  Score: Raw -11652442.666254 + Penalty 3777.695808 = -11648664.970446
  nChanged 92
		SP:Iteration 18Q (30819.340000 sec): 3 clusters
  Score: Raw -11652475.708467 + Penalty 3777.695808 = -11648698.012659
  nChanged 73
		SP:Iteration 19Q (30819.950000 sec): 3 clusters
  Score: Raw -11652500.006590 + Penalty 3777.695808 = -11648722.310781
  nChanged 62
		SP:Iteration 20F (30820.580000 sec): 3 clusters
  Score: Raw -11652518.773019 + Penalty 3777.695808 = -11648741.077210
  nChanged 54
		SP:Iteration 21Q (30821.170000 sec): 3 clusters
  Score: Raw -11652531.970453 + Penalty 3777.695808 = -11648754.274645
  nChanged 33
		SP:Iteration 22Q (30821.850000 sec): 3 clusters
  Score: Raw -11652539.879689 + Penalty 3777.695808 = -11648762.183880
  nChanged 24
		SP:Iteration 23Q (30822.440000 sec): 3 clusters
  Score: Raw -11652549.173989 + Penalty 3777.695808 = -11648771.478181
  nChanged 39
		SP:Iteration 24Q (30823.160000 sec): 3 clusters
  Score: Raw -11652565.149109 + Penalty 3777.695808 = -11648787.453301
  nChanged 34
		SP:Iteration 25Q (30823.920000 sec): 3 clusters
  Score: Raw -11652578.960195 + Penalty 3777.695808 = -11648801.264387
  nChanged 38
		SP:Iteration 26Q (30824.690000 sec): 3 clusters
  Score: Raw -11652591.167272 + Penalty 3777.695808 = -11648813.471464
  nChanged 31
		SP:Iteration 27Q (30825.420000 sec): 3 clusters
  Score: Raw -11652600.191413 + Penalty 3777.695808 = -11648822.495605
  nChanged 29
		SP:Iteration 28Q (30826.000000 sec): 3 clusters
  Score: Raw -11652609.924556 + Penalty 3777.695808 = -11648832.228747
  nChanged 32
		SP:Iteration 29Q (30826.570000 sec): 3 clusters
  Score: Raw -11652618.810778 + Penalty 3777.695808 = -11648841.114970
  nChanged 20
		SP:Iteration 30Q (30827.200000 sec): 3 clusters
  Score: Raw -11652624.142713 + Penalty 3777.695808 = -11648846.446904
  nChanged 19
		SP:Iteration 31Q (30827.890000 sec): 3 clusters
  Score: Raw -11652629.059585 + Penalty 3777.695808 = -11648851.363777
  nChanged 12
		SP:Iteration 32Q (30828.600000 sec): 3 clusters
  Score: Raw -11652632.801237 + Penalty 3777.695808 = -11648855.105428
  nChanged 10
		SP:Iteration 33Q (30829.310000 sec): 3 clusters
  Score: Raw -11652635.176367 + Penalty 3777.695808 = -11648857.480559
  nChanged 11
		SP:Iteration 34Q (30829.980000 sec): 3 clusters
  Score: Raw -11652637.576218 + Penalty 3777.695808 = -11648859.880410
  nChanged 6
		SP:Iteration 35Q (30830.700000 sec): 3 clusters
  Score: Raw -11652638.634712 + Penalty 3777.695808 = -11648860.938904
  nChanged 3
		SP:Iteration 36Q (30831.250000 sec): 3 clusters
  Score: Raw -11652639.005990 + Penalty 3777.695808 = -11648861.310182
  nChanged 0
		SP:Iteration 37F (30831.840000 sec): 3 clusters
  Score: Raw -11652639.005990 + Penalty 3777.695808 = -11648861.310182
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 64 (9311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30831.980000 sec): 2 clusters
  Score: Raw -1003747.942355 + Penalty 1485.079664 = -1002262.862692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30832.210000 sec): 3 clusters
  Score: Raw -998524.835153 + Penalty 2970.159327 = -995554.675825
  nChanged 3927
		SP:Iteration 1F (30832.410000 sec): 3 clusters
  Score: Raw -1000629.982555 + Penalty 2970.159327 = -997659.823228
  nChanged 558
		SP:Iteration 2F (30832.620000 sec): 3 clusters
  Score: Raw -1000883.565885 + Penalty 2970.159327 = -997913.406558
  nChanged 482
		SP:Iteration 3F (30832.840000 sec): 3 clusters
  Score: Raw -1001096.938325 + Penalty 2970.159327 = -998126.778998
  nChanged 426
		SP:Iteration 4Q (30833.090000 sec): 3 clusters
  Score: Raw -1001286.890656 + Penalty 2970.159327 = -998316.731329
  nChanged 393
		SP:Iteration 5Q (30833.370000 sec): 3 clusters
  Score: Raw -1001467.887118 + Penalty 2970.159327 = -998497.727790
  nChanged 373
		SP:Iteration 6Q (30833.590000 sec): 3 clusters
  Score: Raw -1001651.836493 + Penalty 2970.159327 = -998681.677166
  nChanged 342
		SP:Iteration 7Q (30833.800000 sec): 3 clusters
  Score: Raw -1001821.273019 + Penalty 2970.159327 = -998851.113692
  nChanged 346
		SP:Iteration 8Q (30834.000000 sec): 3 clusters
  Score: Raw -1001992.030195 + Penalty 2970.159327 = -999021.870867
  nChanged 350
		SP:Iteration 9Q (30834.210000 sec): 3 clusters
  Score: Raw -1002179.064073 + Penalty 2970.159327 = -999208.904746
  nChanged 363
		SP:Iteration 10Q (30834.430000 sec): 3 clusters
  Score: Raw -1002405.832988 + Penalty 2970.159327 = -999435.673660
  nChanged 407
		SP:Iteration 11Q (30834.670000 sec): 3 clusters
  Score: Raw -1002705.908498 + Penalty 2970.159327 = -999735.749171
  nChanged 410
		SP:Iteration 12Q (30834.910000 sec): 3 clusters
  Score: Raw -1003090.162733 + Penalty 2970.159327 = -1000120.003406
  nChanged 393
		SP:Iteration 13Q (30835.070000 sec): 3 clusters
  Score: Raw -1003455.080670 + Penalty 2970.159327 = -1000484.921342
  nChanged 319
		SP:Iteration 14Q (30835.280000 sec): 3 clusters
  Score: Raw -1003722.128737 + Penalty 2970.159327 = -1000751.969410
  nChanged 258
		SP:Iteration 15Q (30835.490000 sec): 3 clusters
  Score: Raw -1003879.957883 + Penalty 2970.159327 = -1000909.798556
  nChanged 184
		SP:Iteration 16Q (30835.710000 sec): 3 clusters
  Score: Raw -1003969.417773 + Penalty 2970.159327 = -1000999.258445
  nChanged 132
		SP:Iteration 17Q (30835.970000 sec): 3 clusters
  Score: Raw -1004032.167931 + Penalty 2970.159327 = -1001062.008604
  nChanged 110
		SP:Iteration 18Q (30836.190000 sec): 3 clusters
  Score: Raw -1004082.184251 + Penalty 2970.159327 = -1001112.024923
  nChanged 93
		SP:Iteration 19Q (30836.420000 sec): 3 clusters
  Score: Raw -1004125.395819 + Penalty 2970.159327 = -1001155.236492
  nChanged 73
		SP:Iteration 20F (30836.630000 sec): 3 clusters
  Score: Raw -1004158.634049 + Penalty 2970.159327 = -1001188.474722
  nChanged 61
		SP:Iteration 21Q (30836.860000 sec): 3 clusters
  Score: Raw -1004178.487141 + Penalty 2970.159327 = -1001208.327814
  nChanged 49
		SP:Iteration 22Q (30837.080000 sec): 3 clusters
  Score: Raw -1004191.355333 + Penalty 2970.159327 = -1001221.196006
  nChanged 37
		SP:Iteration 23Q (30837.310000 sec): 3 clusters
  Score: Raw -1004201.371629 + Penalty 2970.159327 = -1001231.212301
  nChanged 32
		SP:Iteration 24Q (30837.530000 sec): 3 clusters
  Score: Raw -1004208.280042 + Penalty 2970.159327 = -1001238.120715
  nChanged 19
		SP:Iteration 25Q (30837.760000 sec): 3 clusters
  Score: Raw -1004211.632229 + Penalty 2970.159327 = -1001241.472902
  nChanged 22
		SP:Iteration 26Q (30837.970000 sec): 3 clusters
  Score: Raw -1004214.624464 + Penalty 2970.159327 = -1001244.465137
  nChanged 16
		SP:Iteration 27Q (30838.190000 sec): 3 clusters
  Score: Raw -1004216.867387 + Penalty 2970.159327 = -1001246.708060
  nChanged 15
		SP:Iteration 28Q (30838.420000 sec): 3 clusters
  Score: Raw -1004219.188748 + Penalty 2970.159327 = -1001249.029421
  nChanged 10
		SP:Iteration 29Q (30838.670000 sec): 3 clusters
  Score: Raw -1004220.374352 + Penalty 2970.159327 = -1001250.215025
  nChanged 7
		SP:Iteration 30Q (30838.890000 sec): 3 clusters
  Score: Raw -1004220.966645 + Penalty 2970.159327 = -1001250.807318
  nChanged 4
		SP:Iteration 31Q (30839.090000 sec): 3 clusters
  Score: Raw -1004221.996586 + Penalty 2970.159327 = -1001251.837259
  nChanged 10
		SP:Iteration 32Q (30839.250000 sec): 3 clusters
  Score: Raw -1004223.668024 + Penalty 2970.159327 = -1001253.508696
  nChanged 8
		SP:Iteration 33Q (30839.500000 sec): 3 clusters
  Score: Raw -1004225.553339 + Penalty 2970.159327 = -1001255.394012
  nChanged 8
		SP:Iteration 34Q (30839.740000 sec): 3 clusters
  Score: Raw -1004227.676952 + Penalty 2970.159327 = -1001257.517625
  nChanged 18
		SP:Iteration 35Q (30839.950000 sec): 3 clusters
  Score: Raw -1004231.143785 + Penalty 2970.159327 = -1001260.984458
  nChanged 19
		SP:Iteration 36Q (30840.180000 sec): 3 clusters
  Score: Raw -1004234.594392 + Penalty 2970.159327 = -1001264.435065
  nChanged 14
		SP:Iteration 37Q (30840.420000 sec): 3 clusters
  Score: Raw -1004236.571578 + Penalty 2970.159327 = -1001266.412250
  nChanged 12
		SP:Iteration 38Q (30840.630000 sec): 3 clusters
  Score: Raw -1004238.362425 + Penalty 2970.159327 = -1001268.203098
  nChanged 16
		SP:Iteration 39Q (30840.830000 sec): 3 clusters
  Score: Raw -1004241.368139 + Penalty 2970.159327 = -1001271.208811
  nChanged 16
		SP:Iteration 40F (30841.060000 sec): 3 clusters
  Score: Raw -1004243.354198 + Penalty 2970.159327 = -1001273.194871
  nChanged 10
		SP:Iteration 41Q (30841.260000 sec): 3 clusters
  Score: Raw -1004245.003167 + Penalty 2970.159327 = -1001274.843840
  nChanged 11
		SP:Iteration 42Q (30841.460000 sec): 3 clusters
  Score: Raw -1004246.410673 + Penalty 2970.159327 = -1001276.251346
  nChanged 5
		SP:Iteration 43Q (30841.740000 sec): 3 clusters
  Score: Raw -1004247.094577 + Penalty 2970.159327 = -1001276.935249
  nChanged 4
		SP:Iteration 44Q (30841.960000 sec): 3 clusters
  Score: Raw -1004247.774490 + Penalty 2970.159327 = -1001277.615163
  nChanged 7
		SP:Iteration 45Q (30842.170000 sec): 3 clusters
  Score: Raw -1004248.665725 + Penalty 2970.159327 = -1001278.506397
  nChanged 4
		SP:Iteration 46Q (30842.470000 sec): 3 clusters
  Score: Raw -1004249.089510 + Penalty 2970.159327 = -1001278.930183
  nChanged 5
		SP:Iteration 47Q (30842.660000 sec): 3 clusters
  Score: Raw -1004249.829044 + Penalty 2970.159327 = -1001279.669716
  nChanged 4
		SP:Iteration 48Q (30842.950000 sec): 3 clusters
  Score: Raw -1004250.095037 + Penalty 2970.159327 = -1001279.935710
  nChanged 2
		SP:Iteration 49Q (30843.190000 sec): 3 clusters
  Score: Raw -1004250.230067 + Penalty 2970.159327 = -1001280.070740
  nChanged 0
		SP:Iteration 50F (30843.410000 sec): 3 clusters
  Score: Raw -1004250.230067 + Penalty 2970.159327 = -1001280.070740
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 65 (12114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30843.530000 sec): 2 clusters
  Score: Raw -1276919.836839 + Penalty 1527.844027 = -1275391.992812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30843.810000 sec): 3 clusters
  Score: Raw -1269900.068683 + Penalty 3055.688053 = -1266844.380630
  nChanged 5392
		SP:Iteration 1F (30844.040000 sec): 3 clusters
  Score: Raw -1272838.794890 + Penalty 3055.688053 = -1269783.106836
  nChanged 791
		SP:Iteration 2F (30844.270000 sec): 3 clusters
  Score: Raw -1273198.738489 + Penalty 3055.688053 = -1270143.050435
  nChanged 668
		SP:Iteration 3F (30844.520000 sec): 3 clusters
  Score: Raw -1273477.990120 + Penalty 3055.688053 = -1270422.302066
  nChanged 556
		SP:Iteration 4Q (30844.760000 sec): 3 clusters
  Score: Raw -1273705.754022 + Penalty 3055.688053 = -1270650.065969
  nChanged 492
		SP:Iteration 5Q (30844.990000 sec): 3 clusters
  Score: Raw -1273908.887943 + Penalty 3055.688053 = -1270853.199889
  nChanged 463
		SP:Iteration 6Q (30845.240000 sec): 3 clusters
  Score: Raw -1274114.334871 + Penalty 3055.688053 = -1271058.646817
  nChanged 478
		SP:Iteration 7Q (30845.460000 sec): 3 clusters
  Score: Raw -1274334.667948 + Penalty 3055.688053 = -1271278.979895
  nChanged 444
		SP:Iteration 8Q (30845.700000 sec): 3 clusters
  Score: Raw -1274515.570900 + Penalty 3055.688053 = -1271459.882846
  nChanged 391
		SP:Iteration 9Q (30845.920000 sec): 3 clusters
  Score: Raw -1274691.853892 + Penalty 3055.688053 = -1271636.165838
  nChanged 375
		SP:Iteration 10Q (30846.150000 sec): 3 clusters
  Score: Raw -1274850.695807 + Penalty 3055.688053 = -1271795.007753
  nChanged 333
		SP:Iteration 11Q (30846.370000 sec): 3 clusters
  Score: Raw -1274995.144961 + Penalty 3055.688053 = -1271939.456908
  nChanged 297
		SP:Iteration 12Q (30846.620000 sec): 3 clusters
  Score: Raw -1275135.484711 + Penalty 3055.688053 = -1272079.796658
  nChanged 281
		SP:Iteration 13Q (30846.880000 sec): 3 clusters
  Score: Raw -1275271.303622 + Penalty 3055.688053 = -1272215.615568
  nChanged 256
		SP:Iteration 14Q (30847.100000 sec): 3 clusters
  Score: Raw -1275381.074908 + Penalty 3055.688053 = -1272325.386855
  nChanged 214
		SP:Iteration 15Q (30847.310000 sec): 3 clusters
  Score: Raw -1275463.707362 + Penalty 3055.688053 = -1272408.019309
  nChanged 195
		SP:Iteration 16Q (30847.570000 sec): 3 clusters
  Score: Raw -1275532.796103 + Penalty 3055.688053 = -1272477.108049
  nChanged 168
		SP:Iteration 17Q (30847.790000 sec): 3 clusters
  Score: Raw -1275588.407928 + Penalty 3055.688053 = -1272532.719875
  nChanged 165
		SP:Iteration 18Q (30848.000000 sec): 3 clusters
  Score: Raw -1275641.262839 + Penalty 3055.688053 = -1272585.574786
  nChanged 161
		SP:Iteration 19Q (30848.220000 sec): 3 clusters
  Score: Raw -1275699.785482 + Penalty 3055.688053 = -1272644.097428
  nChanged 179
		SP:Iteration 20F (30848.460000 sec): 3 clusters
  Score: Raw -1275763.172707 + Penalty 3055.688053 = -1272707.484654
  nChanged 193
		SP:Iteration 21Q (30848.710000 sec): 3 clusters
  Score: Raw -1275827.677044 + Penalty 3055.688053 = -1272771.988990
  nChanged 183
		SP:Iteration 22Q (30848.930000 sec): 3 clusters
  Score: Raw -1275891.105396 + Penalty 3055.688053 = -1272835.417343
  nChanged 169
		SP:Iteration 23Q (30849.150000 sec): 3 clusters
  Score: Raw -1275950.969510 + Penalty 3055.688053 = -1272895.281457
  nChanged 178
		SP:Iteration 24Q (30849.380000 sec): 3 clusters
  Score: Raw -1276018.412220 + Penalty 3055.688053 = -1272962.724166
  nChanged 187
		SP:Iteration 25Q (30849.650000 sec): 3 clusters
  Score: Raw -1276093.889243 + Penalty 3055.688053 = -1273038.201190
  nChanged 198
		SP:Iteration 26Q (30849.950000 sec): 3 clusters
  Score: Raw -1276187.798763 + Penalty 3055.688053 = -1273132.110710
  nChanged 215
		SP:Iteration 27Q (30850.180000 sec): 3 clusters
  Score: Raw -1276290.792055 + Penalty 3055.688053 = -1273235.104001
  nChanged 203
		SP:Iteration 28Q (30850.370000 sec): 3 clusters
  Score: Raw -1276400.109442 + Penalty 3055.688053 = -1273344.421389
  nChanged 196
		SP:Iteration 29Q (30850.620000 sec): 3 clusters
  Score: Raw -1276516.844117 + Penalty 3055.688053 = -1273461.156064
  nChanged 203
		SP:Iteration 30Q (30850.910000 sec): 3 clusters
  Score: Raw -1276643.627081 + Penalty 3055.688053 = -1273587.939028
  nChanged 172
		SP:Iteration 31Q (30851.130000 sec): 3 clusters
  Score: Raw -1276754.996758 + Penalty 3055.688053 = -1273699.308704
  nChanged 126
		SP:Iteration 32Q (30851.350000 sec): 3 clusters
  Score: Raw -1276837.899757 + Penalty 3055.688053 = -1273782.211703
  nChanged 106
		SP:Iteration 33Q (30851.560000 sec): 3 clusters
  Score: Raw -1276902.910043 + Penalty 3055.688053 = -1273847.221989
  nChanged 75
		SP:Iteration 34Q (30851.780000 sec): 3 clusters
  Score: Raw -1276947.565877 + Penalty 3055.688053 = -1273891.877824
  nChanged 57
		SP:Iteration 35Q (30852.010000 sec): 3 clusters
  Score: Raw -1276980.595026 + Penalty 3055.688053 = -1273924.906972
  nChanged 50
		SP:Iteration 36Q (30852.250000 sec): 3 clusters
  Score: Raw -1277007.691056 + Penalty 3055.688053 = -1273952.003002
  nChanged 52
		SP:Iteration 37Q (30852.500000 sec): 3 clusters
  Score: Raw -1277037.067646 + Penalty 3055.688053 = -1273981.379593
  nChanged 41
		SP:Iteration 38Q (30852.730000 sec): 3 clusters
  Score: Raw -1277057.060091 + Penalty 3055.688053 = -1274001.372038
  nChanged 31
		SP:Iteration 39Q (30853.010000 sec): 3 clusters
  Score: Raw -1277078.066343 + Penalty 3055.688053 = -1274022.378290
  nChanged 28
		SP:Iteration 40F (30853.220000 sec): 3 clusters
  Score: Raw -1277097.054061 + Penalty 3055.688053 = -1274041.366008
  nChanged 31
		SP:Iteration 41Q (30853.460000 sec): 3 clusters
  Score: Raw -1277114.823166 + Penalty 3055.688053 = -1274059.135113
  nChanged 27
		SP:Iteration 42Q (30853.790000 sec): 3 clusters
  Score: Raw -1277129.570652 + Penalty 3055.688053 = -1274073.882599
  nChanged 21
		SP:Iteration 43Q (30853.980000 sec): 3 clusters
  Score: Raw -1277140.039599 + Penalty 3055.688053 = -1274084.351546
  nChanged 18
		SP:Iteration 44Q (30854.270000 sec): 3 clusters
  Score: Raw -1277151.685610 + Penalty 3055.688053 = -1274095.997556
  nChanged 15
		SP:Iteration 45Q (30854.520000 sec): 3 clusters
  Score: Raw -1277163.151044 + Penalty 3055.688053 = -1274107.462990
  nChanged 15
		SP:Iteration 46Q (30854.820000 sec): 3 clusters
  Score: Raw -1277175.807393 + Penalty 3055.688053 = -1274120.119339
  nChanged 17
		SP:Iteration 47Q (30855.050000 sec): 3 clusters
  Score: Raw -1277191.087744 + Penalty 3055.688053 = -1274135.399690
  nChanged 17
		SP:Iteration 48Q (30855.310000 sec): 3 clusters
  Score: Raw -1277200.841406 + Penalty 3055.688053 = -1274145.153353
  nChanged 9
		SP:Iteration 49Q (30855.550000 sec): 3 clusters
  Score: Raw -1277206.609140 + Penalty 3055.688053 = -1274150.921087
  nChanged 3
		SP:Iteration 50Q (30855.810000 sec): 3 clusters
  Score: Raw -1277208.943904 + Penalty 3055.688053 = -1274153.255850
  nChanged 6
		SP:Iteration 51Q (30856.070000 sec): 3 clusters
  Score: Raw -1277212.749542 + Penalty 3055.688053 = -1274157.061489
  nChanged 6
		SP:Iteration 52Q (30856.290000 sec): 3 clusters
  Score: Raw -1277217.966012 + Penalty 3055.688053 = -1274162.277959
  nChanged 8
		SP:Iteration 53Q (30856.530000 sec): 3 clusters
  Score: Raw -1277223.073807 + Penalty 3055.688053 = -1274167.385754
  nChanged 3
		SP:Iteration 54Q (30856.730000 sec): 3 clusters
  Score: Raw -1277224.681801 + Penalty 3055.688053 = -1274168.993748
  nChanged 6
		SP:Iteration 55Q (30856.980000 sec): 3 clusters
  Score: Raw -1277229.300975 + Penalty 3055.688053 = -1274173.612922
  nChanged 5
		SP:Iteration 56Q (30857.190000 sec): 3 clusters
  Score: Raw -1277233.788841 + Penalty 3055.688053 = -1274178.100788
  nChanged 9
		SP:Iteration 57Q (30857.370000 sec): 3 clusters
  Score: Raw -1277240.362790 + Penalty 3055.688053 = -1274184.674736
  nChanged 8
		SP:Iteration 58Q (30857.600000 sec): 3 clusters
  Score: Raw -1277246.612888 + Penalty 3055.688053 = -1274190.924835
  nChanged 5
		SP:Iteration 59Q (30857.810000 sec): 3 clusters
  Score: Raw -1277250.923918 + Penalty 3055.688053 = -1274195.235864
  nChanged 9
		SP:Iteration 60F (30858.050000 sec): 3 clusters
  Score: Raw -1277256.025595 + Penalty 3055.688053 = -1274200.337541
  nChanged 7
		SP:Iteration 61Q (30858.280000 sec): 3 clusters
  Score: Raw -1277260.960148 + Penalty 3055.688053 = -1274205.272094
  nChanged 3
		SP:Iteration 62Q (30858.510000 sec): 3 clusters
  Score: Raw -1277263.964248 + Penalty 3055.688053 = -1274208.276195
  nChanged 3
		SP:Iteration 63Q (30858.710000 sec): 3 clusters
  Score: Raw -1277265.445619 + Penalty 3055.688053 = -1274209.757565
  nChanged 1
		SP:Iteration 64Q (30858.930000 sec): 3 clusters
  Score: Raw -1277266.212976 + Penalty 3055.688053 = -1274210.524922
  nChanged 0
		SP:Iteration 65F (30859.160000 sec): 3 clusters
  Score: Raw -1277266.212976 + Penalty 3055.688053 = -1274210.524922
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 66 (898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30859.240000 sec): 2 clusters
  Score: Raw -74474.536022 + Penalty 1105.027636 = -73369.508386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30859.370000 sec): 3 clusters
  Score: Raw -74225.698340 + Penalty 2210.055272 = -72015.643067
  nChanged 268
		SP:Iteration 1F (30859.500000 sec): 3 clusters
  Score: Raw -74590.116136 + Penalty 2210.055272 = -72380.060864
  nChanged 115
		SP:Iteration 2F (30859.690000 sec): 3 clusters
  Score: Raw -74826.654166 + Penalty 2210.055272 = -72616.598894
  nChanged 75
		SP:Iteration 3F (30859.810000 sec): 3 clusters
  Score: Raw -74974.492137 + Penalty 2210.055272 = -72764.436865
  nChanged 48
		SP:Iteration 4F (30859.980000 sec): 3 clusters
  Score: Raw -75084.414589 + Penalty 2210.055272 = -72874.359317
  nChanged 31
		SP:Iteration 5Q (30860.110000 sec): 3 clusters
  Score: Raw -75158.197544 + Penalty 2210.055272 = -72948.142272
  nChanged 23
		SP:Iteration 6Q (30860.270000 sec): 3 clusters
  Score: Raw -75213.529809 + Penalty 2210.055272 = -73003.474537
  nChanged 11
		SP:Iteration 7Q (30860.450000 sec): 3 clusters
  Score: Raw -75225.859173 + Penalty 2210.055272 = -73015.803901
  nChanged 1
		SP:Iteration 8Q (30860.550000 sec): 3 clusters
  Score: Raw -75227.802890 + Penalty 2210.055272 = -73017.747618
  nChanged 1
		SP:Iteration 9Q (30860.690000 sec): 3 clusters
  Score: Raw -75228.470209 + Penalty 2210.055272 = -73018.414937
  nChanged 0
		SP:Iteration 10F (30860.830000 sec): 3 clusters
  Score: Raw -75228.470209 + Penalty 2210.055272 = -73018.414937
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 67 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30860.910000 sec): 2 clusters
  Score: Raw -270249.978602 + Penalty 1278.901966 = -268971.076636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30861.040000 sec): 3 clusters
  Score: Raw -269032.251744 + Penalty 2557.803933 = -266474.447811
  nChanged 968
		SP:Iteration 1F (30861.190000 sec): 3 clusters
  Score: Raw -269625.648842 + Penalty 2557.803933 = -267067.844909
  nChanged 191
		SP:Iteration 2F (30861.360000 sec): 3 clusters
  Score: Raw -269745.785147 + Penalty 2557.803933 = -267187.981214
  nChanged 119
		SP:Iteration 3Q (30861.520000 sec): 3 clusters
  Score: Raw -269812.039939 + Penalty 2557.803933 = -267254.236006
  nChanged 79
		SP:Iteration 4Q (30861.690000 sec): 3 clusters
  Score: Raw -269852.646624 + Penalty 2557.803933 = -267294.842691
  nChanged 61
		SP:Iteration 5Q (30861.860000 sec): 3 clusters
  Score: Raw -269885.301799 + Penalty 2557.803933 = -267327.497867
  nChanged 54
		SP:Iteration 6Q (30861.990000 sec): 3 clusters
  Score: Raw -269909.828192 + Penalty 2557.803933 = -267352.024259
  nChanged 37
		SP:Iteration 7Q (30862.110000 sec): 3 clusters
  Score: Raw -269923.816772 + Penalty 2557.803933 = -267366.012839
  nChanged 25
		SP:Iteration 8Q (30862.290000 sec): 3 clusters
  Score: Raw -269934.557594 + Penalty 2557.803933 = -267376.753661
  nChanged 21
		SP:Iteration 9Q (30862.430000 sec): 3 clusters
  Score: Raw -269944.652686 + Penalty 2557.803933 = -267386.848753
  nChanged 29
		SP:Iteration 10Q (30862.620000 sec): 3 clusters
  Score: Raw -269953.694617 + Penalty 2557.803933 = -267395.890684
  nChanged 18
		SP:Iteration 11Q (30862.780000 sec): 3 clusters
  Score: Raw -269960.359563 + Penalty 2557.803933 = -267402.555631
  nChanged 20
		SP:Iteration 12Q (30862.930000 sec): 3 clusters
  Score: Raw -269968.402628 + Penalty 2557.803933 = -267410.598695
  nChanged 24
		SP:Iteration 13Q (30863.110000 sec): 3 clusters
  Score: Raw -269977.875083 + Penalty 2557.803933 = -267420.071151
  nChanged 27
		SP:Iteration 14Q (30863.300000 sec): 3 clusters
  Score: Raw -269987.535185 + Penalty 2557.803933 = -267429.731252
  nChanged 22
		SP:Iteration 15Q (30863.490000 sec): 3 clusters
  Score: Raw -269998.887915 + Penalty 2557.803933 = -267441.083983
  nChanged 19
		SP:Iteration 16Q (30863.670000 sec): 3 clusters
  Score: Raw -270009.602693 + Penalty 2557.803933 = -267451.798760
  nChanged 25
		SP:Iteration 17Q (30863.850000 sec): 3 clusters
  Score: Raw -270021.628507 + Penalty 2557.803933 = -267463.824574
  nChanged 18
		SP:Iteration 18Q (30864.030000 sec): 3 clusters
  Score: Raw -270029.114747 + Penalty 2557.803933 = -267471.310815
  nChanged 18
		SP:Iteration 19Q (30864.220000 sec): 3 clusters
  Score: Raw -270038.623071 + Penalty 2557.803933 = -267480.819139
  nChanged 18
		SP:Iteration 20F (30864.400000 sec): 3 clusters
  Score: Raw -270047.096255 + Penalty 2557.803933 = -267489.292323
  nChanged 18
		SP:Iteration 21Q (30864.550000 sec): 3 clusters
  Score: Raw -270057.523103 + Penalty 2557.803933 = -267499.719170
  nChanged 21
		SP:Iteration 22Q (30864.750000 sec): 3 clusters
  Score: Raw -270068.931233 + Penalty 2557.803933 = -267511.127300
  nChanged 26
		SP:Iteration 23Q (30864.960000 sec): 3 clusters
  Score: Raw -270079.995380 + Penalty 2557.803933 = -267522.191448
  nChanged 21
		SP:Iteration 24Q (30865.170000 sec): 3 clusters
  Score: Raw -270094.074071 + Penalty 2557.803933 = -267536.270139
  nChanged 24
		SP:Iteration 25Q (30865.360000 sec): 3 clusters
  Score: Raw -270108.174716 + Penalty 2557.803933 = -267550.370784
  nChanged 28
		SP:Iteration 26Q (30865.560000 sec): 3 clusters
  Score: Raw -270128.316958 + Penalty 2557.803933 = -267570.513026
  nChanged 28
		SP:Iteration 27Q (30865.780000 sec): 3 clusters
  Score: Raw -270143.125363 + Penalty 2557.803933 = -267585.321430
  nChanged 30
		SP:Iteration 28Q (30865.960000 sec): 3 clusters
  Score: Raw -270160.307840 + Penalty 2557.803933 = -267602.503907
  nChanged 28
		SP:Iteration 29Q (30866.140000 sec): 3 clusters
  Score: Raw -270174.018799 + Penalty 2557.803933 = -267616.214866
  nChanged 22
		SP:Iteration 30Q (30866.310000 sec): 3 clusters
  Score: Raw -270186.662603 + Penalty 2557.803933 = -267628.858671
  nChanged 28
		SP:Iteration 31Q (30866.500000 sec): 3 clusters
  Score: Raw -270202.657292 + Penalty 2557.803933 = -267644.853360
  nChanged 20
		SP:Iteration 32Q (30866.710000 sec): 3 clusters
  Score: Raw -270212.989119 + Penalty 2557.803933 = -267655.185186
  nChanged 18
		SP:Iteration 33Q (30866.870000 sec): 3 clusters
  Score: Raw -270219.771391 + Penalty 2557.803933 = -267661.967458
  nChanged 13
		SP:Iteration 34Q (30867.080000 sec): 3 clusters
  Score: Raw -270227.503189 + Penalty 2557.803933 = -267669.699256
  nChanged 18
		SP:Iteration 35Q (30867.260000 sec): 3 clusters
  Score: Raw -270237.947583 + Penalty 2557.803933 = -267680.143650
  nChanged 21
		SP:Iteration 36Q (30867.430000 sec): 3 clusters
  Score: Raw -270255.336630 + Penalty 2557.803933 = -267697.532698
  nChanged 20
		SP:Iteration 37Q (30867.680000 sec): 3 clusters
  Score: Raw -270267.532955 + Penalty 2557.803933 = -267709.729022
  nChanged 13
		SP:Iteration 38Q (30867.950000 sec): 3 clusters
  Score: Raw -270274.459048 + Penalty 2557.803933 = -267716.655115
  nChanged 16
		SP:Iteration 39Q (30868.140000 sec): 3 clusters
  Score: Raw -270284.530713 + Penalty 2557.803933 = -267726.726781
  nChanged 12
		SP:Iteration 40F (30868.300000 sec): 3 clusters
  Score: Raw -270292.427371 + Penalty 2557.803933 = -267734.623439
  nChanged 14
		SP:Iteration 41Q (30868.520000 sec): 3 clusters
  Score: Raw -270302.053593 + Penalty 2557.803933 = -267744.249660
  nChanged 15
		SP:Iteration 42Q (30868.710000 sec): 3 clusters
  Score: Raw -270313.229605 + Penalty 2557.803933 = -267755.425672
  nChanged 9
		SP:Iteration 43Q (30868.920000 sec): 3 clusters
  Score: Raw -270319.223327 + Penalty 2557.803933 = -267761.419394
  nChanged 12
		SP:Iteration 44Q (30869.110000 sec): 3 clusters
  Score: Raw -270326.394907 + Penalty 2557.803933 = -267768.590974
  nChanged 10
		SP:Iteration 45Q (30869.300000 sec): 3 clusters
  Score: Raw -270331.865814 + Penalty 2557.803933 = -267774.061881
  nChanged 7
		SP:Iteration 46Q (30869.460000 sec): 3 clusters
  Score: Raw -270338.311614 + Penalty 2557.803933 = -267780.507681
  nChanged 9
		SP:Iteration 47Q (30869.660000 sec): 3 clusters
  Score: Raw -270344.072152 + Penalty 2557.803933 = -267786.268219
  nChanged 9
		SP:Iteration 48Q (30869.870000 sec): 3 clusters
  Score: Raw -270349.755375 + Penalty 2557.803933 = -267791.951443
  nChanged 7
		SP:Iteration 49Q (30870.020000 sec): 3 clusters
  Score: Raw -270354.138968 + Penalty 2557.803933 = -267796.335035
  nChanged 4
		SP:Iteration 50Q (30870.190000 sec): 3 clusters
  Score: Raw -270356.746145 + Penalty 2557.803933 = -267798.942213
  nChanged 1
		SP:Iteration 51Q (30870.340000 sec): 3 clusters
  Score: Raw -270358.023915 + Penalty 2557.803933 = -267800.219983
  nChanged 1
		SP:Iteration 52Q (30870.500000 sec): 3 clusters
  Score: Raw -270358.464601 + Penalty 2557.803933 = -267800.660668
  nChanged 1
		SP:Iteration 53Q (30870.720000 sec): 3 clusters
  Score: Raw -270358.971587 + Penalty 2557.803933 = -267801.167654
  nChanged 1
		SP:Iteration 54Q (30870.930000 sec): 3 clusters
  Score: Raw -270359.280111 + Penalty 2557.803933 = -267801.476179
  nChanged 0
		SP:Iteration 55F (30871.090000 sec): 3 clusters
  Score: Raw -270359.280111 + Penalty 2557.803933 = -267801.476179
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 68 (5034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30871.180000 sec): 2 clusters
  Score: Raw -511161.082453 + Penalty 1385.145154 = -509775.937299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30871.400000 sec): 3 clusters
  Score: Raw -508474.292387 + Penalty 2770.290307 = -505704.002080
  nChanged 2090
		SP:Iteration 1F (30871.640000 sec): 3 clusters
  Score: Raw -509585.955964 + Penalty 2770.290307 = -506815.665657
  nChanged 384
		SP:Iteration 2F (30871.810000 sec): 3 clusters
  Score: Raw -509813.758652 + Penalty 2770.290307 = -507043.468345
  nChanged 299
		SP:Iteration 3F (30872.020000 sec): 3 clusters
  Score: Raw -509980.009020 + Penalty 2770.290307 = -507209.718713
  nChanged 246
		SP:Iteration 4Q (30872.250000 sec): 3 clusters
  Score: Raw -510132.211244 + Penalty 2770.290307 = -507361.920937
  nChanged 224
		SP:Iteration 5Q (30872.470000 sec): 3 clusters
  Score: Raw -510280.735821 + Penalty 2770.290307 = -507510.445514
  nChanged 238
		SP:Iteration 6Q (30872.660000 sec): 3 clusters
  Score: Raw -510450.147004 + Penalty 2770.290307 = -507679.856697
  nChanged 239
		SP:Iteration 7Q (30872.850000 sec): 3 clusters
  Score: Raw -510649.371957 + Penalty 2770.290307 = -507879.081650
  nChanged 275
		SP:Iteration 8F (30873.030000 sec): 3 clusters
  Score: Raw -510884.815371 + Penalty 2770.290307 = -508114.525064
  nChanged 238
		SP:Iteration 9Q (30873.250000 sec): 3 clusters
  Score: Raw -511073.424258 + Penalty 2770.290307 = -508303.133951
  nChanged 211
		SP:Iteration 10Q (30873.430000 sec): 3 clusters
  Score: Raw -511229.637137 + Penalty 2770.290307 = -508459.346830
  nChanged 172
		SP:Iteration 11Q (30873.670000 sec): 3 clusters
  Score: Raw -511330.732707 + Penalty 2770.290307 = -508560.442400
  nChanged 116
		SP:Iteration 12Q (30873.850000 sec): 3 clusters
  Score: Raw -511378.800388 + Penalty 2770.290307 = -508608.510080
  nChanged 70
		SP:Iteration 13Q (30874.060000 sec): 3 clusters
  Score: Raw -511402.393254 + Penalty 2770.290307 = -508632.102947
  nChanged 49
		SP:Iteration 14Q (30874.230000 sec): 3 clusters
  Score: Raw -511419.268145 + Penalty 2770.290307 = -508648.977838
  nChanged 46
		SP:Iteration 15Q (30874.470000 sec): 3 clusters
  Score: Raw -511433.813220 + Penalty 2770.290307 = -508663.522913
  nChanged 32
		SP:Iteration 16Q (30874.640000 sec): 3 clusters
  Score: Raw -511442.997678 + Penalty 2770.290307 = -508672.707371
  nChanged 21
		SP:Iteration 17Q (30874.870000 sec): 3 clusters
  Score: Raw -511449.510788 + Penalty 2770.290307 = -508679.220481
  nChanged 26
		SP:Iteration 18Q (30875.050000 sec): 3 clusters
  Score: Raw -511458.901783 + Penalty 2770.290307 = -508688.611476
  nChanged 23
		SP:Iteration 19Q (30875.260000 sec): 3 clusters
  Score: Raw -511466.713489 + Penalty 2770.290307 = -508696.423182
  nChanged 18
		SP:Iteration 20F (30875.460000 sec): 3 clusters
  Score: Raw -511471.078826 + Penalty 2770.290307 = -508700.788518
  nChanged 14
		SP:Iteration 21Q (30875.650000 sec): 3 clusters
  Score: Raw -511474.297714 + Penalty 2770.290307 = -508704.007407
  nChanged 12
		SP:Iteration 22Q (30875.830000 sec): 3 clusters
  Score: Raw -511476.242267 + Penalty 2770.290307 = -508705.951960
  nChanged 8
		SP:Iteration 23Q (30876.010000 sec): 3 clusters
  Score: Raw -511477.416275 + Penalty 2770.290307 = -508707.125968
  nChanged 7
		SP:Iteration 24Q (30876.230000 sec): 3 clusters
  Score: Raw -511478.673686 + Penalty 2770.290307 = -508708.383379
  nChanged 8
		SP:Iteration 25Q (30876.420000 sec): 3 clusters
  Score: Raw -511480.126851 + Penalty 2770.290307 = -508709.836544
  nChanged 8
		SP:Iteration 26Q (30876.630000 sec): 3 clusters
  Score: Raw -511481.762168 + Penalty 2770.290307 = -508711.471861
  nChanged 8
		SP:Iteration 27Q (30876.850000 sec): 3 clusters
  Score: Raw -511483.800980 + Penalty 2770.290307 = -508713.510673
  nChanged 15
		SP:Iteration 28Q (30877.060000 sec): 3 clusters
  Score: Raw -511487.248731 + Penalty 2770.290307 = -508716.958424
  nChanged 14
		SP:Iteration 29Q (30877.290000 sec): 3 clusters
  Score: Raw -511489.804878 + Penalty 2770.290307 = -508719.514571
  nChanged 5
		SP:Iteration 30Q (30877.470000 sec): 3 clusters
  Score: Raw -511490.610422 + Penalty 2770.290307 = -508720.320115
  nChanged 2
		SP:Iteration 31Q (30877.640000 sec): 3 clusters
  Score: Raw -511490.834689 + Penalty 2770.290307 = -508720.544382
  nChanged 1
		SP:Iteration 32Q (30877.830000 sec): 3 clusters
  Score: Raw -511491.004804 + Penalty 2770.290307 = -508720.714497
  nChanged 1
		SP:Iteration 33Q (30877.990000 sec): 3 clusters
  Score: Raw -511491.200138 + Penalty 2770.290307 = -508720.909831
  nChanged 4
		SP:Iteration 34Q (30878.150000 sec): 3 clusters
  Score: Raw -511492.122457 + Penalty 2770.290307 = -508721.832150
  nChanged 3
		SP:Iteration 35Q (30878.350000 sec): 3 clusters
  Score: Raw -511492.654463 + Penalty 2770.290307 = -508722.364156
  nChanged 0
		SP:Iteration 36F (30878.530000 sec): 3 clusters
  Score: Raw -511492.654463 + Penalty 2770.290307 = -508722.364156
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 69 (2686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30878.630000 sec): 2 clusters
  Score: Raw -287304.622783 + Penalty 1283.068861 = -286021.553921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30878.810000 sec): 3 clusters
  Score: Raw -286042.812636 + Penalty 2566.137723 = -283476.674914
  nChanged 1013
		SP:Iteration 1F (30879.020000 sec): 3 clusters
  Score: Raw -286615.279355 + Penalty 2566.137723 = -284049.141632
  nChanged 183
		SP:Iteration 2F (30879.220000 sec): 3 clusters
  Score: Raw -286714.566558 + Penalty 2566.137723 = -284148.428835
  nChanged 109
		SP:Iteration 3Q (30879.370000 sec): 3 clusters
  Score: Raw -286775.480134 + Penalty 2566.137723 = -284209.342411
  nChanged 93
		SP:Iteration 4Q (30879.570000 sec): 3 clusters
  Score: Raw -286830.632921 + Penalty 2566.137723 = -284264.495199
  nChanged 83
		SP:Iteration 5Q (30879.770000 sec): 3 clusters
  Score: Raw -286873.261614 + Penalty 2566.137723 = -284307.123891
  nChanged 72
		SP:Iteration 6Q (30879.980000 sec): 3 clusters
  Score: Raw -286906.511673 + Penalty 2566.137723 = -284340.373950
  nChanged 63
		SP:Iteration 7Q (30880.120000 sec): 3 clusters
  Score: Raw -286935.941962 + Penalty 2566.137723 = -284369.804240
  nChanged 61
		SP:Iteration 8Q (30880.320000 sec): 3 clusters
  Score: Raw -286964.370569 + Penalty 2566.137723 = -284398.232847
  nChanged 63
		SP:Iteration 9Q (30880.530000 sec): 3 clusters
  Score: Raw -286993.815600 + Penalty 2566.137723 = -284427.677877
  nChanged 49
		SP:Iteration 10Q (30880.670000 sec): 3 clusters
  Score: Raw -287016.189491 + Penalty 2566.137723 = -284450.051769
  nChanged 46
		SP:Iteration 11Q (30880.830000 sec): 3 clusters
  Score: Raw -287031.294093 + Penalty 2566.137723 = -284465.156371
  nChanged 24
		SP:Iteration 12Q (30881.010000 sec): 3 clusters
  Score: Raw -287042.646991 + Penalty 2566.137723 = -284476.509268
  nChanged 34
		SP:Iteration 13Q (30881.180000 sec): 3 clusters
  Score: Raw -287059.204183 + Penalty 2566.137723 = -284493.066460
  nChanged 26
		SP:Iteration 14Q (30881.370000 sec): 3 clusters
  Score: Raw -287069.823274 + Penalty 2566.137723 = -284503.685551
  nChanged 26
		SP:Iteration 15Q (30881.530000 sec): 3 clusters
  Score: Raw -287081.311959 + Penalty 2566.137723 = -284515.174236
  nChanged 30
		SP:Iteration 16Q (30881.720000 sec): 3 clusters
  Score: Raw -287092.628107 + Penalty 2566.137723 = -284526.490385
  nChanged 26
		SP:Iteration 17Q (30881.890000 sec): 3 clusters
  Score: Raw -287103.677466 + Penalty 2566.137723 = -284537.539743
  nChanged 22
		SP:Iteration 18Q (30882.110000 sec): 3 clusters
  Score: Raw -287112.416102 + Penalty 2566.137723 = -284546.278379
  nChanged 25
		SP:Iteration 19Q (30882.290000 sec): 3 clusters
  Score: Raw -287123.626342 + Penalty 2566.137723 = -284557.488619
  nChanged 35
		SP:Iteration 20F (30882.470000 sec): 3 clusters
  Score: Raw -287143.155198 + Penalty 2566.137723 = -284577.017475
  nChanged 37
		SP:Iteration 21Q (30882.660000 sec): 3 clusters
  Score: Raw -287161.811962 + Penalty 2566.137723 = -284595.674239
  nChanged 28
		SP:Iteration 22Q (30882.860000 sec): 3 clusters
  Score: Raw -287175.104519 + Penalty 2566.137723 = -284608.966797
  nChanged 18
		SP:Iteration 23Q (30883.080000 sec): 3 clusters
  Score: Raw -287182.435126 + Penalty 2566.137723 = -284616.297403
  nChanged 14
		SP:Iteration 24Q (30883.310000 sec): 3 clusters
  Score: Raw -287188.238361 + Penalty 2566.137723 = -284622.100638
  nChanged 17
		SP:Iteration 25Q (30883.450000 sec): 3 clusters
  Score: Raw -287196.145820 + Penalty 2566.137723 = -284630.008098
  nChanged 11
		SP:Iteration 26Q (30883.690000 sec): 3 clusters
  Score: Raw -287202.058015 + Penalty 2566.137723 = -284635.920292
  nChanged 14
		SP:Iteration 27Q (30883.850000 sec): 3 clusters
  Score: Raw -287210.134537 + Penalty 2566.137723 = -284643.996814
  nChanged 14
		SP:Iteration 28Q (30884.050000 sec): 3 clusters
  Score: Raw -287217.893393 + Penalty 2566.137723 = -284651.755671
  nChanged 13
		SP:Iteration 29Q (30884.290000 sec): 3 clusters
  Score: Raw -287224.666706 + Penalty 2566.137723 = -284658.528984
  nChanged 12
		SP:Iteration 30Q (30884.460000 sec): 3 clusters
  Score: Raw -287231.238895 + Penalty 2566.137723 = -284665.101173
  nChanged 9
		SP:Iteration 31Q (30884.670000 sec): 3 clusters
  Score: Raw -287236.184204 + Penalty 2566.137723 = -284670.046481
  nChanged 11
		SP:Iteration 32Q (30884.890000 sec): 3 clusters
  Score: Raw -287242.848150 + Penalty 2566.137723 = -284676.710427
  nChanged 12
		SP:Iteration 33Q (30885.040000 sec): 3 clusters
  Score: Raw -287249.034664 + Penalty 2566.137723 = -284682.896941
  nChanged 14
		SP:Iteration 34Q (30885.300000 sec): 3 clusters
  Score: Raw -287256.894566 + Penalty 2566.137723 = -284690.756843
  nChanged 8
		SP:Iteration 35Q (30885.490000 sec): 3 clusters
  Score: Raw -287260.547480 + Penalty 2566.137723 = -284694.409757
  nChanged 4
		SP:Iteration 36Q (30885.700000 sec): 3 clusters
  Score: Raw -287262.095403 + Penalty 2566.137723 = -284695.957680
  nChanged 4
		SP:Iteration 37Q (30885.830000 sec): 3 clusters
  Score: Raw -287263.716691 + Penalty 2566.137723 = -284697.578968
  nChanged 2
		SP:Iteration 38Q (30886.050000 sec): 3 clusters
  Score: Raw -287264.054236 + Penalty 2566.137723 = -284697.916513
  nChanged 2
		SP:Iteration 39Q (30886.270000 sec): 3 clusters
  Score: Raw -287264.451289 + Penalty 2566.137723 = -284698.313566
  nChanged 1
		SP:Iteration 40F (30886.420000 sec): 3 clusters
  Score: Raw -287264.841014 + Penalty 2566.137723 = -284698.703292
  nChanged 1
		SP:Iteration 41Q (30886.630000 sec): 3 clusters
  Score: Raw -287265.392922 + Penalty 2566.137723 = -284699.255199
  nChanged 0
		SP:Iteration 42F (30886.810000 sec): 3 clusters
  Score: Raw -287265.392922 + Penalty 2566.137723 = -284699.255199
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 70 (4346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30886.930000 sec): 2 clusters
  Score: Raw -466056.244008 + Penalty 1361.264314 = -464694.979695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30887.130000 sec): 3 clusters
  Score: Raw -463846.334522 + Penalty 2722.528627 = -461123.805894
  nChanged 1719
		SP:Iteration 1F (30887.350000 sec): 3 clusters
  Score: Raw -464831.562811 + Penalty 2722.528627 = -462109.034184
  nChanged 326
		SP:Iteration 2F (30887.550000 sec): 3 clusters
  Score: Raw -465026.505448 + Penalty 2722.528627 = -462303.976821
  nChanged 252
		SP:Iteration 3F (30887.800000 sec): 3 clusters
  Score: Raw -465152.755179 + Penalty 2722.528627 = -462430.226552
  nChanged 164
		SP:Iteration 4Q (30888.000000 sec): 3 clusters
  Score: Raw -465236.769721 + Penalty 2722.528627 = -462514.241093
  nChanged 145
		SP:Iteration 5Q (30888.220000 sec): 3 clusters
  Score: Raw -465306.265880 + Penalty 2722.528627 = -462583.737253
  nChanged 133
		SP:Iteration 6Q (30888.450000 sec): 3 clusters
  Score: Raw -465364.232363 + Penalty 2722.528627 = -462641.703735
  nChanged 106
		SP:Iteration 7Q (30888.640000 sec): 3 clusters
  Score: Raw -465415.493149 + Penalty 2722.528627 = -462692.964522
  nChanged 118
		SP:Iteration 8Q (30888.840000 sec): 3 clusters
  Score: Raw -465472.475245 + Penalty 2722.528627 = -462749.946618
  nChanged 112
		SP:Iteration 9Q (30889.070000 sec): 3 clusters
  Score: Raw -465518.446920 + Penalty 2722.528627 = -462795.918293
  nChanged 88
		SP:Iteration 10Q (30889.260000 sec): 3 clusters
  Score: Raw -465550.029149 + Penalty 2722.528627 = -462827.500521
  nChanged 62
		SP:Iteration 11Q (30889.480000 sec): 3 clusters
  Score: Raw -465570.153659 + Penalty 2722.528627 = -462847.625032
  nChanged 65
		SP:Iteration 12Q (30889.690000 sec): 3 clusters
  Score: Raw -465597.516427 + Penalty 2722.528627 = -462874.987800
  nChanged 72
		SP:Iteration 13Q (30889.890000 sec): 3 clusters
  Score: Raw -465630.100841 + Penalty 2722.528627 = -462907.572214
  nChanged 89
		SP:Iteration 14Q (30890.080000 sec): 3 clusters
  Score: Raw -465680.281084 + Penalty 2722.528627 = -462957.752457
  nChanged 113
		SP:Iteration 15Q (30890.270000 sec): 3 clusters
  Score: Raw -465744.231710 + Penalty 2722.528627 = -463021.703083
  nChanged 113
		SP:Iteration 16Q (30890.440000 sec): 3 clusters
  Score: Raw -465801.271970 + Penalty 2722.528627 = -463078.743343
  nChanged 97
		SP:Iteration 17Q (30890.630000 sec): 3 clusters
  Score: Raw -465841.736079 + Penalty 2722.528627 = -463119.207452
  nChanged 79
		SP:Iteration 18Q (30890.800000 sec): 3 clusters
  Score: Raw -465878.885623 + Penalty 2722.528627 = -463156.356995
  nChanged 74
		SP:Iteration 19Q (30891.010000 sec): 3 clusters
  Score: Raw -465909.960843 + Penalty 2722.528627 = -463187.432216
  nChanged 57
		SP:Iteration 20F (30891.160000 sec): 3 clusters
  Score: Raw -465930.970114 + Penalty 2722.528627 = -463208.441487
  nChanged 42
		SP:Iteration 21Q (30891.340000 sec): 3 clusters
  Score: Raw -465949.913601 + Penalty 2722.528627 = -463227.384974
  nChanged 48
		SP:Iteration 22Q (30891.490000 sec): 3 clusters
  Score: Raw -465971.240585 + Penalty 2722.528627 = -463248.711958
  nChanged 49
		SP:Iteration 23Q (30891.670000 sec): 3 clusters
  Score: Raw -465994.281884 + Penalty 2722.528627 = -463271.753257
  nChanged 46
		SP:Iteration 24Q (30891.820000 sec): 3 clusters
  Score: Raw -466012.217555 + Penalty 2722.528627 = -463289.688927
  nChanged 39
		SP:Iteration 25Q (30891.960000 sec): 3 clusters
  Score: Raw -466028.309258 + Penalty 2722.528627 = -463305.780630
  nChanged 33
		SP:Iteration 26Q (30892.120000 sec): 3 clusters
  Score: Raw -466040.626706 + Penalty 2722.528627 = -463318.098079
  nChanged 31
		SP:Iteration 27Q (30892.280000 sec): 3 clusters
  Score: Raw -466050.931512 + Penalty 2722.528627 = -463328.402885
  nChanged 27
		SP:Iteration 28Q (30892.520000 sec): 3 clusters
  Score: Raw -466061.158620 + Penalty 2722.528627 = -463338.629992
  nChanged 36
		SP:Iteration 29Q (30892.660000 sec): 3 clusters
  Score: Raw -466077.880427 + Penalty 2722.528627 = -463355.351800
  nChanged 33
		SP:Iteration 30Q (30892.840000 sec): 3 clusters
  Score: Raw -466089.999042 + Penalty 2722.528627 = -463367.470415
  nChanged 34
		SP:Iteration 31Q (30893.000000 sec): 3 clusters
  Score: Raw -466103.472209 + Penalty 2722.528627 = -463380.943582
  nChanged 38
		SP:Iteration 32Q (30893.170000 sec): 3 clusters
  Score: Raw -466115.517485 + Penalty 2722.528627 = -463392.988857
  nChanged 26
		SP:Iteration 33Q (30893.360000 sec): 3 clusters
  Score: Raw -466126.496398 + Penalty 2722.528627 = -463403.967771
  nChanged 24
		SP:Iteration 34Q (30893.570000 sec): 3 clusters
  Score: Raw -466135.151463 + Penalty 2722.528627 = -463412.622836
  nChanged 18
		SP:Iteration 35Q (30893.700000 sec): 3 clusters
  Score: Raw -466141.228839 + Penalty 2722.528627 = -463418.700212
  nChanged 16
		SP:Iteration 36Q (30893.890000 sec): 3 clusters
  Score: Raw -466147.889391 + Penalty 2722.528627 = -463425.360764
  nChanged 22
		SP:Iteration 37Q (30894.080000 sec): 3 clusters
  Score: Raw -466155.982263 + Penalty 2722.528627 = -463433.453636
  nChanged 18
		SP:Iteration 38Q (30894.250000 sec): 3 clusters
  Score: Raw -466161.488952 + Penalty 2722.528627 = -463438.960324
  nChanged 15
		SP:Iteration 39Q (30894.420000 sec): 3 clusters
  Score: Raw -466164.965628 + Penalty 2722.528627 = -463442.437000
  nChanged 12
		SP:Iteration 40F (30894.600000 sec): 3 clusters
  Score: Raw -466167.650270 + Penalty 2722.528627 = -463445.121643
  nChanged 9
		SP:Iteration 41Q (30894.770000 sec): 3 clusters
  Score: Raw -466171.166045 + Penalty 2722.528627 = -463448.637418
  nChanged 10
		SP:Iteration 42Q (30894.930000 sec): 3 clusters
  Score: Raw -466173.493067 + Penalty 2722.528627 = -463450.964440
  nChanged 7
		SP:Iteration 43Q (30895.080000 sec): 3 clusters
  Score: Raw -466174.939561 + Penalty 2722.528627 = -463452.410933
  nChanged 3
		SP:Iteration 44Q (30895.320000 sec): 3 clusters
  Score: Raw -466175.880593 + Penalty 2722.528627 = -463453.351966
  nChanged 6
		SP:Iteration 45Q (30895.510000 sec): 3 clusters
  Score: Raw -466177.161160 + Penalty 2722.528627 = -463454.632533
  nChanged 4
		SP:Iteration 46Q (30895.710000 sec): 3 clusters
  Score: Raw -466178.532561 + Penalty 2722.528627 = -463456.003934
  nChanged 7
		SP:Iteration 47Q (30895.840000 sec): 3 clusters
  Score: Raw -466180.077088 + Penalty 2722.528627 = -463457.548461
  nChanged 5
		SP:Iteration 48Q (30895.980000 sec): 3 clusters
  Score: Raw -466181.459175 + Penalty 2722.528627 = -463458.930548
  nChanged 9
		SP:Iteration 49Q (30896.180000 sec): 3 clusters
  Score: Raw -466184.649532 + Penalty 2722.528627 = -463462.120905
  nChanged 9
		SP:Iteration 50Q (30896.390000 sec): 3 clusters
  Score: Raw -466187.151137 + Penalty 2722.528627 = -463464.622510
  nChanged 7
		SP:Iteration 51Q (30896.550000 sec): 3 clusters
  Score: Raw -466189.371249 + Penalty 2722.528627 = -463466.842621
  nChanged 13
		SP:Iteration 52Q (30896.720000 sec): 3 clusters
  Score: Raw -466192.931832 + Penalty 2722.528627 = -463470.403205
  nChanged 12
		SP:Iteration 53Q (30896.910000 sec): 3 clusters
  Score: Raw -466196.280725 + Penalty 2722.528627 = -463473.752098
  nChanged 9
		SP:Iteration 54Q (30897.060000 sec): 3 clusters
  Score: Raw -466198.853648 + Penalty 2722.528627 = -463476.325021
  nChanged 6
		SP:Iteration 55Q (30897.260000 sec): 3 clusters
  Score: Raw -466200.193730 + Penalty 2722.528627 = -463477.665103
  nChanged 7
		SP:Iteration 56Q (30897.410000 sec): 3 clusters
  Score: Raw -466202.962114 + Penalty 2722.528627 = -463480.433486
  nChanged 6
		SP:Iteration 57Q (30897.540000 sec): 3 clusters
  Score: Raw -466205.432081 + Penalty 2722.528627 = -463482.903454
  nChanged 8
		SP:Iteration 58Q (30897.730000 sec): 3 clusters
  Score: Raw -466208.385348 + Penalty 2722.528627 = -463485.856721
  nChanged 8
		SP:Iteration 59Q (30897.950000 sec): 3 clusters
  Score: Raw -466210.551579 + Penalty 2722.528627 = -463488.022952
  nChanged 7
		SP:Iteration 60F (30898.110000 sec): 3 clusters
  Score: Raw -466212.679676 + Penalty 2722.528627 = -463490.151049
  nChanged 4
		SP:Iteration 61Q (30898.280000 sec): 3 clusters
  Score: Raw -466214.208014 + Penalty 2722.528627 = -463491.679387
  nChanged 3
		SP:Iteration 62Q (30898.470000 sec): 3 clusters
  Score: Raw -466214.886621 + Penalty 2722.528627 = -463492.357994
  nChanged 2
		SP:Iteration 63Q (30898.670000 sec): 3 clusters
  Score: Raw -466215.805125 + Penalty 2722.528627 = -463493.276497
  nChanged 4
		SP:Iteration 64Q (30898.900000 sec): 3 clusters
  Score: Raw -466217.251366 + Penalty 2722.528627 = -463494.722739
  nChanged 6
		SP:Iteration 65Q (30899.050000 sec): 3 clusters
  Score: Raw -466219.686541 + Penalty 2722.528627 = -463497.157914
  nChanged 10
		SP:Iteration 66Q (30899.240000 sec): 3 clusters
  Score: Raw -466223.234550 + Penalty 2722.528627 = -463500.705923
  nChanged 10
		SP:Iteration 67Q (30899.470000 sec): 3 clusters
  Score: Raw -466227.972396 + Penalty 2722.528627 = -463505.443769
  nChanged 12
		SP:Iteration 68Q (30899.660000 sec): 3 clusters
  Score: Raw -466232.750895 + Penalty 2722.528627 = -463510.222268
  nChanged 20
		SP:Iteration 69Q (30899.850000 sec): 3 clusters
  Score: Raw -466238.806252 + Penalty 2722.528627 = -463516.277625
  nChanged 11
		SP:Iteration 70Q (30900.060000 sec): 3 clusters
  Score: Raw -466242.032848 + Penalty 2722.528627 = -463519.504220
  nChanged 8
		SP:Iteration 71Q (30900.300000 sec): 3 clusters
  Score: Raw -466244.639630 + Penalty 2722.528627 = -463522.111003
  nChanged 11
		SP:Iteration 72Q (30900.460000 sec): 3 clusters
  Score: Raw -466247.999251 + Penalty 2722.528627 = -463525.470624
  nChanged 8
		SP:Iteration 73Q (30900.680000 sec): 3 clusters
  Score: Raw -466250.417860 + Penalty 2722.528627 = -463527.889232
  nChanged 7
		SP:Iteration 74Q (30900.830000 sec): 3 clusters
  Score: Raw -466252.411935 + Penalty 2722.528627 = -463529.883308
  nChanged 9
		SP:Iteration 75Q (30900.990000 sec): 3 clusters
  Score: Raw -466255.588428 + Penalty 2722.528627 = -463533.059801
  nChanged 10
		SP:Iteration 76Q (30901.180000 sec): 3 clusters
  Score: Raw -466259.282908 + Penalty 2722.528627 = -463536.754281
  nChanged 11
		SP:Iteration 77Q (30901.390000 sec): 3 clusters
  Score: Raw -466263.442801 + Penalty 2722.528627 = -463540.914174
  nChanged 7
		SP:Iteration 78Q (30901.560000 sec): 3 clusters
  Score: Raw -466265.530280 + Penalty 2722.528627 = -463543.001653
  nChanged 3
		SP:Iteration 79Q (30901.720000 sec): 3 clusters
  Score: Raw -466266.224885 + Penalty 2722.528627 = -463543.696257
  nChanged 4
		SP:Iteration 80F (30901.950000 sec): 3 clusters
  Score: Raw -466267.979536 + Penalty 2722.528627 = -463545.450908
  nChanged 6
		SP:Iteration 81Q (30902.130000 sec): 3 clusters
  Score: Raw -466269.755896 + Penalty 2722.528627 = -463547.227269
  nChanged 6
		SP:Iteration 82Q (30902.390000 sec): 3 clusters
  Score: Raw -466272.142234 + Penalty 2722.528627 = -463549.613606
  nChanged 11
		SP:Iteration 83Q (30902.540000 sec): 3 clusters
  Score: Raw -466277.845657 + Penalty 2722.528627 = -463555.317030
  nChanged 12
		SP:Iteration 84Q (30902.810000 sec): 3 clusters
  Score: Raw -466283.529825 + Penalty 2722.528627 = -463561.001198
  nChanged 18
		SP:Iteration 85Q (30902.980000 sec): 3 clusters
  Score: Raw -466290.428809 + Penalty 2722.528627 = -463567.900182
  nChanged 15
		SP:Iteration 86Q (30903.210000 sec): 3 clusters
  Score: Raw -466296.366651 + Penalty 2722.528627 = -463573.838024
  nChanged 18
		SP:Iteration 87Q (30903.390000 sec): 3 clusters
  Score: Raw -466302.104565 + Penalty 2722.528627 = -463579.575938
  nChanged 13
		SP:Iteration 88Q (30903.590000 sec): 3 clusters
  Score: Raw -466306.902507 + Penalty 2722.528627 = -463584.373879
  nChanged 7
		SP:Iteration 89Q (30903.790000 sec): 3 clusters
  Score: Raw -466308.389286 + Penalty 2722.528627 = -463585.860658
  nChanged 1
		SP:Iteration 90Q (30903.920000 sec): 3 clusters
  Score: Raw -466308.607875 + Penalty 2722.528627 = -463586.079248
  nChanged 1
		SP:Iteration 91Q (30904.130000 sec): 3 clusters
  Score: Raw -466308.856100 + Penalty 2722.528627 = -463586.327472
  nChanged 1
		SP:Iteration 92Q (30904.310000 sec): 3 clusters
  Score: Raw -466309.178545 + Penalty 2722.528627 = -463586.649918
  nChanged 2
		SP:Iteration 93Q (30904.530000 sec): 3 clusters
  Score: Raw -466309.923089 + Penalty 2722.528627 = -463587.394461
  nChanged 3
		SP:Iteration 94Q (30904.670000 sec): 3 clusters
  Score: Raw -466310.956786 + Penalty 2722.528627 = -463588.428159
  nChanged 0
		SP:Iteration 95F (30904.890000 sec): 3 clusters
  Score: Raw -466310.956786 + Penalty 2722.528627 = -463588.428159
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 71 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30904.980000 sec): 2 clusters
  Score: Raw -90448.655199 + Penalty 1131.978930 = -89316.676269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30905.140000 sec): 3 clusters
  Score: Raw -90122.009124 + Penalty 2263.957861 = -87858.051263
  nChanged 333
		SP:Iteration 1F (30905.310000 sec): 3 clusters
  Score: Raw -90537.396023 + Penalty 2263.957861 = -88273.438162
  nChanged 97
		SP:Iteration 2F (30905.480000 sec): 3 clusters
  Score: Raw -90706.308985 + Penalty 2263.957861 = -88442.351124
  nChanged 78
		SP:Iteration 3F (30905.670000 sec): 3 clusters
  Score: Raw -90836.549762 + Penalty 2263.957861 = -88572.591901
  nChanged 55
		SP:Iteration 4F (30905.880000 sec): 3 clusters
  Score: Raw -90922.136008 + Penalty 2263.957861 = -88658.178147
  nChanged 35
		SP:Iteration 5Q (30906.130000 sec): 3 clusters
  Score: Raw -90967.174913 + Penalty 2263.957861 = -88703.217052
  nChanged 20
		SP:Iteration 6Q (30906.310000 sec): 3 clusters
  Score: Raw -90994.503273 + Penalty 2263.957861 = -88730.545412
  nChanged 9
		SP:Iteration 7Q (30906.490000 sec): 3 clusters
  Score: Raw -91000.723823 + Penalty 2263.957861 = -88736.765963
  nChanged 7
		SP:Iteration 8Q (30906.710000 sec): 3 clusters
  Score: Raw -91006.411062 + Penalty 2263.957861 = -88742.453201
  nChanged 1
		SP:Iteration 9Q (30906.850000 sec): 3 clusters
  Score: Raw -91007.874680 + Penalty 2263.957861 = -88743.916820
  nChanged 0
		SP:Iteration 10F (30907.030000 sec): 3 clusters
  Score: Raw -91007.874680 + Penalty 2263.957861 = -88743.916820
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 72 (3135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30907.140000 sec): 2 clusters
  Score: Raw -305454.451142 + Penalty 1308.187474 = -304146.263668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30907.350000 sec): 3 clusters
  Score: Raw -303959.236843 + Penalty 2616.374947 = -301342.861896
  nChanged 1214
		SP:Iteration 1F (30907.500000 sec): 3 clusters
  Score: Raw -304697.085070 + Penalty 2616.374947 = -302080.710123
  nChanged 256
		SP:Iteration 2F (30907.670000 sec): 3 clusters
  Score: Raw -304853.212217 + Penalty 2616.374947 = -302236.837270
  nChanged 178
		SP:Iteration 3F (30907.870000 sec): 3 clusters
  Score: Raw -304972.672185 + Penalty 2616.374947 = -302356.297238
  nChanged 137
		SP:Iteration 4Q (30908.120000 sec): 3 clusters
  Score: Raw -305061.823060 + Penalty 2616.374947 = -302445.448113
  nChanged 100
		SP:Iteration 5Q (30908.280000 sec): 3 clusters
  Score: Raw -305127.155504 + Penalty 2616.374947 = -302510.780557
  nChanged 93
		SP:Iteration 6Q (30908.450000 sec): 3 clusters
  Score: Raw -305183.728798 + Penalty 2616.374947 = -302567.353850
  nChanged 90
		SP:Iteration 7Q (30908.650000 sec): 3 clusters
  Score: Raw -305244.788814 + Penalty 2616.374947 = -302628.413867
  nChanged 92
		SP:Iteration 8Q (30908.810000 sec): 3 clusters
  Score: Raw -305312.578319 + Penalty 2616.374947 = -302696.203371
  nChanged 88
		SP:Iteration 9Q (30909.030000 sec): 3 clusters
  Score: Raw -305376.236769 + Penalty 2616.374947 = -302759.861822
  nChanged 74
		SP:Iteration 10Q (30909.240000 sec): 3 clusters
  Score: Raw -305431.119106 + Penalty 2616.374947 = -302814.744159
  nChanged 57
		SP:Iteration 11Q (30909.420000 sec): 3 clusters
  Score: Raw -305467.321818 + Penalty 2616.374947 = -302850.946871
  nChanged 52
		SP:Iteration 12Q (30909.600000 sec): 3 clusters
  Score: Raw -305495.607520 + Penalty 2616.374947 = -302879.232572
  nChanged 38
		SP:Iteration 13Q (30909.880000 sec): 3 clusters
  Score: Raw -305518.908945 + Penalty 2616.374947 = -302902.533998
  nChanged 38
		SP:Iteration 14Q (30910.100000 sec): 3 clusters
  Score: Raw -305537.130139 + Penalty 2616.374947 = -302920.755192
  nChanged 26
		SP:Iteration 15Q (30910.240000 sec): 3 clusters
  Score: Raw -305548.971036 + Penalty 2616.374947 = -302932.596089
  nChanged 16
		SP:Iteration 16Q (30910.430000 sec): 3 clusters
  Score: Raw -305558.538700 + Penalty 2616.374947 = -302942.163752
  nChanged 22
		SP:Iteration 17Q (30910.600000 sec): 3 clusters
  Score: Raw -305568.828790 + Penalty 2616.374947 = -302952.453842
  nChanged 20
		SP:Iteration 18Q (30910.850000 sec): 3 clusters
  Score: Raw -305580.612297 + Penalty 2616.374947 = -302964.237350
  nChanged 19
		SP:Iteration 19Q (30911.060000 sec): 3 clusters
  Score: Raw -305591.395499 + Penalty 2616.374947 = -302975.020552
  nChanged 24
		SP:Iteration 20F (30911.240000 sec): 3 clusters
  Score: Raw -305605.177576 + Penalty 2616.374947 = -302988.802628
  nChanged 24
		SP:Iteration 21Q (30911.430000 sec): 3 clusters
  Score: Raw -305616.751541 + Penalty 2616.374947 = -303000.376594
  nChanged 26
		SP:Iteration 22Q (30911.600000 sec): 3 clusters
  Score: Raw -305628.540216 + Penalty 2616.374947 = -303012.165268
  nChanged 15
		SP:Iteration 23Q (30911.790000 sec): 3 clusters
  Score: Raw -305637.781283 + Penalty 2616.374947 = -303021.406336
  nChanged 18
		SP:Iteration 24Q (30911.980000 sec): 3 clusters
  Score: Raw -305647.096779 + Penalty 2616.374947 = -303030.721832
  nChanged 19
		SP:Iteration 25Q (30912.210000 sec): 3 clusters
  Score: Raw -305657.685029 + Penalty 2616.374947 = -303041.310082
  nChanged 26
		SP:Iteration 26Q (30912.370000 sec): 3 clusters
  Score: Raw -305670.477753 + Penalty 2616.374947 = -303054.102806
  nChanged 23
		SP:Iteration 27Q (30912.560000 sec): 3 clusters
  Score: Raw -305679.830948 + Penalty 2616.374947 = -303063.456001
  nChanged 15
		SP:Iteration 28Q (30912.740000 sec): 3 clusters
  Score: Raw -305688.607761 + Penalty 2616.374947 = -303072.232814
  nChanged 9
		SP:Iteration 29Q (30912.900000 sec): 3 clusters
  Score: Raw -305694.479828 + Penalty 2616.374947 = -303078.104881
  nChanged 11
		SP:Iteration 30Q (30913.080000 sec): 3 clusters
  Score: Raw -305698.240215 + Penalty 2616.374947 = -303081.865268
  nChanged 4
		SP:Iteration 31Q (30913.220000 sec): 3 clusters
  Score: Raw -305700.026787 + Penalty 2616.374947 = -303083.651840
  nChanged 4
		SP:Iteration 32Q (30913.380000 sec): 3 clusters
  Score: Raw -305701.671711 + Penalty 2616.374947 = -303085.296764
  nChanged 2
		SP:Iteration 33Q (30913.600000 sec): 3 clusters
  Score: Raw -305701.994066 + Penalty 2616.374947 = -303085.619119
  nChanged 0
		SP:Iteration 34F (30913.770000 sec): 3 clusters
  Score: Raw -305701.994066 + Penalty 2616.374947 = -303085.619119
  nChanged 0
Memory request: 0.00 GB would take us to total of 8.59 GB.

 Trying to split cluster 73 (8907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30913.880000 sec): 2 clusters
  Score: Raw -804847.416451 + Penalty 1477.871324 = -803369.545127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30914.160000 sec): 3 clusters
  Score: Raw -799897.969925 + Penalty 2955.742648 = -796942.227277
  nChanged 3848
		SP:Iteration 1F (30914.400000 sec): 3 clusters
  Score: Raw -801898.222625 + Penalty 2955.742648 = -798942.479977
  nChanged 576
		SP:Iteration 2F (30914.640000 sec): 3 clusters
  Score: Raw -802165.856916 + Penalty 2955.742648 = -799210.114268
  nChanged 480
		SP:Iteration 3F (30914.880000 sec): 3 clusters
  Score: Raw -802425.403773 + Penalty 2955.742648 = -799469.661125
  nChanged 463
		SP:Iteration 4F (30915.080000 sec): 3 clusters
  Score: Raw -802690.387332 + Penalty 2955.742648 = -799734.644684
  nChanged 456
		SP:Iteration 5F (30915.260000 sec): 3 clusters
  Score: Raw -802978.958922 + Penalty 2955.742648 = -800023.216274
  nChanged 418
		SP:Iteration 6Q (30915.500000 sec): 3 clusters
  Score: Raw -803226.707369 + Penalty 2955.742648 = -800270.964720
  nChanged 391
		SP:Iteration 7Q (30915.690000 sec): 3 clusters
  Score: Raw -803470.635945 + Penalty 2955.742648 = -800514.893297
  nChanged 385
		SP:Iteration 8Q (30915.900000 sec): 3 clusters
  Score: Raw -803741.397415 + Penalty 2955.742648 = -800785.654766
  nChanged 397
		SP:Iteration 9Q (30916.140000 sec): 3 clusters
  Score: Raw -804062.051112 + Penalty 2955.742648 = -801106.308464
  nChanged 354
		SP:Iteration 10Q (30916.360000 sec): 3 clusters
  Score: Raw -804341.534530 + Penalty 2955.742648 = -801385.791882
  nChanged 323
		SP:Iteration 11Q (30916.630000 sec): 3 clusters
  Score: Raw -804568.723505 + Penalty 2955.742648 = -801612.980857
  nChanged 271
		SP:Iteration 12Q (30916.840000 sec): 3 clusters
  Score: Raw -804746.680962 + Penalty 2955.742648 = -801790.938314
  nChanged 195
		SP:Iteration 13Q (30917.070000 sec): 3 clusters
  Score: Raw -804838.034360 + Penalty 2955.742648 = -801882.291712
  nChanged 156
		SP:Iteration 14Q (30917.320000 sec): 3 clusters
  Score: Raw -804899.005425 + Penalty 2955.742648 = -801943.262777
  nChanged 110
		SP:Iteration 15Q (30917.510000 sec): 3 clusters
  Score: Raw -804943.020722 + Penalty 2955.742648 = -801987.278074
  nChanged 104
		SP:Iteration 16Q (30917.680000 sec): 3 clusters
  Score: Raw -804984.988591 + Penalty 2955.742648 = -802029.245943
  nChanged 80
		SP:Iteration 17Q (30917.900000 sec): 3 clusters
  Score: Raw -805009.818861 + Penalty 2955.742648 = -802054.076213
  nChanged 58
		SP:Iteration 18Q (30918.110000 sec): 3 clusters
  Score: Raw -805026.263830 + Penalty 2955.742648 = -802070.521182
  nChanged 56
		SP:Iteration 19Q (30918.370000 sec): 3 clusters
  Score: Raw -805041.339387 + Penalty 2955.742648 = -802085.596739
  nChanged 46
		SP:Iteration 20F (30918.560000 sec): 3 clusters
  Score: Raw -805051.459977 + Penalty 2955.742648 = -802095.717329
  nChanged 32
		SP:Iteration 21Q (30918.800000 sec): 3 clusters
  Score: Raw -805060.163693 + Penalty 2955.742648 = -802104.421045
  nChanged 32
		SP:Iteration 22Q (30919.030000 sec): 3 clusters
  Score: Raw -805068.225395 + Penalty 2955.742648 = -802112.482747
  nChanged 32
		SP:Iteration 23Q (30919.230000 sec): 3 clusters
  Score: Raw -805075.740438 + Penalty 2955.742648 = -802119.997790
  nChanged 31
		SP:Iteration 24Q (30919.520000 sec): 3 clusters
  Score: Raw -805081.519690 + Penalty 2955.742648 = -802125.777042
  nChanged 22
		SP:Iteration 25Q (30919.720000 sec): 3 clusters
  Score: Raw -805085.887627 + Penalty 2955.742648 = -802130.144979
  nChanged 21
		SP:Iteration 26Q (30920.000000 sec): 3 clusters
  Score: Raw -805089.885279 + Penalty 2955.742648 = -802134.142630
  nChanged 21
		SP:Iteration 27Q (30920.170000 sec): 3 clusters
  Score: Raw -805093.492292 + Penalty 2955.742648 = -802137.749644
  nChanged 16
		SP:Iteration 28Q (30920.410000 sec): 3 clusters
  Score: Raw -805095.920726 + Penalty 2955.742648 = -802140.178078
  nChanged 6
		SP:Iteration 29Q (30920.630000 sec): 3 clusters
  Score: Raw -805097.075086 + Penalty 2955.742648 = -802141.332438
  nChanged 9
		SP:Iteration 30Q (30920.840000 sec): 3 clusters
  Score: Raw -805098.321339 + Penalty 2955.742648 = -802142.578691
  nChanged 7
		SP:Iteration 31Q (30921.060000 sec): 3 clusters
  Score: Raw -805099.208569 + Penalty 2955.742648 = -802143.465921
  nChanged 9
		SP:Iteration 32Q (30921.330000 sec): 3 clusters
  Score: Raw -805100.438784 + Penalty 2955.742648 = -802144.696136
  nChanged 12
		SP:Iteration 33Q (30921.600000 sec): 3 clusters
  Score: Raw -805102.189376 + Penalty 2955.742648 = -802146.446728
  nChanged 11
		SP:Iteration 34Q (30921.840000 sec): 3 clusters
  Score: Raw -805103.951396 + Penalty 2955.742648 = -802148.208747
  nChanged 11
		SP:Iteration 35Q (30922.050000 sec): 3 clusters
  Score: Raw -805105.451045 + Penalty 2955.742648 = -802149.708397
  nChanged 12
		SP:Iteration 36Q (30922.280000 sec): 3 clusters
  Score: Raw -805107.810980 + Penalty 2955.742648 = -802152.068332
  nChanged 14
		SP:Iteration 37Q (30922.480000 sec): 3 clusters
  Score: Raw -805109.800500 + Penalty 2955.742648 = -802154.057852
  nChanged 4
		SP:Iteration 38Q (30922.720000 sec): 3 clusters
  Score: Raw -805110.239770 + Penalty 2955.742648 = -802154.497122
  nChanged 2
		SP:Iteration 39Q (30922.950000 sec): 3 clusters
  Score: Raw -805110.454009 + Penalty 2955.742648 = -802154.711361
  nChanged 3
		SP:Iteration 40F (30923.200000 sec): 3 clusters
  Score: Raw -805110.788717 + Penalty 2955.742648 = -802155.046069
  nChanged 4
		SP:Iteration 41Q (30923.420000 sec): 3 clusters
  Score: Raw -805111.315325 + Penalty 2955.742648 = -802155.572677
  nChanged 3
		SP:Iteration 42Q (30923.660000 sec): 3 clusters
  Score: Raw -805111.713841 + Penalty 2955.742648 = -802155.971193
  nChanged 5
		SP:Iteration 43Q (30923.900000 sec): 3 clusters
  Score: Raw -805112.642673 + Penalty 2955.742648 = -802156.900025
  nChanged 5
		SP:Iteration 44Q (30924.140000 sec): 3 clusters
  Score: Raw -805113.514575 + Penalty 2955.742648 = -802157.771927
  nChanged 7
		SP:Iteration 45Q (30924.350000 sec): 3 clusters
  Score: Raw -805114.376652 + Penalty 2955.742648 = -802158.634004
  nChanged 9
		SP:Iteration 46Q (30924.520000 sec): 3 clusters
  Score: Raw -805115.800944 + Penalty 2955.742648 = -802160.058296
  nChanged 14
		SP:Iteration 47Q (30924.770000 sec): 3 clusters
  Score: Raw -805117.963945 + Penalty 2955.742648 = -802162.221297
  nChanged 10
		SP:Iteration 48Q (30924.970000 sec): 3 clusters
  Score: Raw -805119.711896 + Penalty 2955.742648 = -802163.969248
  nChanged 9
		SP:Iteration 49Q (30925.180000 sec): 3 clusters
  Score: Raw -805120.876929 + Penalty 2955.742648 = -802165.134281
  nChanged 6
		SP:Iteration 50Q (30925.370000 sec): 3 clusters
  Score: Raw -805122.162165 + Penalty 2955.742648 = -802166.419517
  nChanged 9
		SP:Iteration 51Q (30925.580000 sec): 3 clusters
  Score: Raw -805125.225325 + Penalty 2955.742648 = -802169.482677
  nChanged 14
		SP:Iteration 52Q (30925.770000 sec): 3 clusters
  Score: Raw -805128.473289 + Penalty 2955.742648 = -802172.730641
  nChanged 7
		SP:Iteration 53Q (30925.950000 sec): 3 clusters
  Score: Raw -805130.135114 + Penalty 2955.742648 = -802174.392466
  nChanged 11
		SP:Iteration 54Q (30926.150000 sec): 3 clusters
  Score: Raw -805132.305802 + Penalty 2955.742648 = -802176.563153
  nChanged 15
		SP:Iteration 55Q (30926.340000 sec): 3 clusters
  Score: Raw -805135.671411 + Penalty 2955.742648 = -802179.928763
  nChanged 12
		SP:Iteration 56Q (30926.530000 sec): 3 clusters
  Score: Raw -805138.324204 + Penalty 2955.742648 = -802182.581556
  nChanged 17
		SP:Iteration 57Q (30926.730000 sec): 3 clusters
  Score: Raw -805141.787417 + Penalty 2955.742648 = -802186.044769
  nChanged 18
		SP:Iteration 58Q (30926.930000 sec): 3 clusters
  Score: Raw -805144.768468 + Penalty 2955.742648 = -802189.025820
  nChanged 16
		SP:Iteration 59Q (30927.120000 sec): 3 clusters
  Score: Raw -805147.511378 + Penalty 2955.742648 = -802191.768730
  nChanged 9
		SP:Iteration 60F (30927.390000 sec): 3 clusters
  Score: Raw -805149.083295 + Penalty 2955.742648 = -802193.340647
  nChanged 12
		SP:Iteration 61Q (30927.570000 sec): 3 clusters
  Score: Raw -805151.006750 + Penalty 2955.742648 = -802195.264102
  nChanged 8
		SP:Iteration 62Q (30927.770000 sec): 3 clusters
  Score: Raw -805152.607920 + Penalty 2955.742648 = -802196.865272
  nChanged 13
		SP:Iteration 63Q (30927.940000 sec): 3 clusters
  Score: Raw -805155.415753 + Penalty 2955.742648 = -802199.673105
  nChanged 19
		SP:Iteration 64Q (30928.080000 sec): 3 clusters
  Score: Raw -805159.824924 + Penalty 2955.742648 = -802204.082276
  nChanged 21
		SP:Iteration 65Q (30928.300000 sec): 3 clusters
  Score: Raw -805165.153336 + Penalty 2955.742648 = -802209.410688
  nChanged 24
		SP:Iteration 66Q (30928.510000 sec): 3 clusters
  Score: Raw -805170.716898 + Penalty 2955.742648 = -802214.974249
  nChanged 23
		SP:Iteration 67Q (30928.730000 sec): 3 clusters
  Score: Raw -805178.249899 + Penalty 2955.742648 = -802222.507251
  nChanged 18
		SP:Iteration 68Q (30928.930000 sec): 3 clusters
  Score: Raw -805181.379481 + Penalty 2955.742648 = -802225.636833
  nChanged 9
		SP:Iteration 69Q (30929.110000 sec): 3 clusters
  Score: Raw -805183.468992 + Penalty 2955.742648 = -802227.726344
  nChanged 15
		SP:Iteration 70Q (30929.290000 sec): 3 clusters
  Score: Raw -805186.722823 + Penalty 2955.742648 = -802230.980175
  nChanged 17
		SP:Iteration 71Q (30929.520000 sec): 3 clusters
  Score: Raw -805189.704555 + Penalty 2955.742648 = -802233.961907
  nChanged 16
		SP:Iteration 72Q (30929.730000 sec): 3 clusters
  Score: Raw -805192.495328 + Penalty 2955.742648 = -802236.752680
  nChanged 11
		SP:Iteration 73Q (30929.940000 sec): 3 clusters
  Score: Raw -805194.012749 + Penalty 2955.742648 = -802238.270101
  nChanged 10
		SP:Iteration 74Q (30930.120000 sec): 3 clusters
  Score: Raw -805196.086742 + Penalty 2955.742648 = -802240.344093
  nChanged 16
		SP:Iteration 75Q (30930.350000 sec): 3 clusters
  Score: Raw -805199.857258 + Penalty 2955.742648 = -802244.114609
  nChanged 20
		SP:Iteration 76Q (30930.540000 sec): 3 clusters
  Score: Raw -805203.699190 + Penalty 2955.742648 = -802247.956542
  nChanged 12
		SP:Iteration 77Q (30930.700000 sec): 3 clusters
  Score: Raw -805205.987104 + Penalty 2955.742648 = -802250.244456
  nChanged 9
		SP:Iteration 78Q (30930.910000 sec): 3 clusters
  Score: Raw -805207.614917 + Penalty 2955.742648 = -802251.872269
  nChanged 10
		SP:Iteration 79Q (30931.090000 sec): 3 clusters
  Score: Raw -805209.447841 + Penalty 2955.742648 = -802253.705193
  nChanged 12
		SP:Iteration 80F (30931.310000 sec): 3 clusters
  Score: Raw -805211.145594 + Penalty 2955.742648 = -802255.402946
  nChanged 8
		SP:Iteration 81Q (30931.460000 sec): 3 clusters
  Score: Raw -805212.969557 + Penalty 2955.742648 = -802257.226909
  nChanged 6
		SP:Iteration 82Q (30931.690000 sec): 3 clusters
  Score: Raw -805214.082972 + Penalty 2955.742648 = -802258.340323
  nChanged 9
		SP:Iteration 83Q (30931.830000 sec): 3 clusters
  Score: Raw -805215.864121 + Penalty 2955.742648 = -802260.121472
  nChanged 8
		SP:Iteration 84Q (30932.050000 sec): 3 clusters
  Score: Raw -805217.285405 + Penalty 2955.742648 = -802261.542757
  nChanged 7
		SP:Iteration 85Q (30932.240000 sec): 3 clusters
  Score: Raw -805218.343919 + Penalty 2955.742648 = -802262.601270
  nChanged 6
		SP:Iteration 86Q (30932.460000 sec): 3 clusters
  Score: Raw -805219.437735 + Penalty 2955.742648 = -802263.695087
  nChanged 4
		SP:Iteration 87Q (30932.640000 sec): 3 clusters
  Score: Raw -805220.416501 + Penalty 2955.742648 = -802264.673853
  nChanged 7
		SP:Iteration 88Q (30932.870000 sec): 3 clusters
  Score: Raw -805221.253804 + Penalty 2955.742648 = -802265.511156
  nChanged 7
		SP:Iteration 89Q (30933.100000 sec): 3 clusters
  Score: Raw -805221.942743 + Penalty 2955.742648 = -802266.200095
  nChanged 3
		SP:Iteration 90Q (30933.280000 sec): 3 clusters
  Score: Raw -805222.265893 + Penalty 2955.742648 = -802266.523245
  nChanged 4
		SP:Iteration 91Q (30933.520000 sec): 3 clusters
  Score: Raw -805222.810140 + Penalty 2955.742648 = -802267.067492
  nChanged 3
		SP:Iteration 92Q (30933.710000 sec): 3 clusters
  Score: Raw -805223.287742 + Penalty 2955.742648 = -802267.545094
  nChanged 5
		SP:Iteration 93Q (30933.890000 sec): 3 clusters
  Score: Raw -805223.754921 + Penalty 2955.742648 = -802268.012273
  nChanged 5
		SP:Iteration 94Q (30934.110000 sec): 3 clusters
  Score: Raw -805224.265456 + Penalty 2955.742648 = -802268.522807
  nChanged 5
		SP:Iteration 95Q (30934.290000 sec): 3 clusters
  Score: Raw -805225.182885 + Penalty 2955.742648 = -802269.440237
  nChanged 6
		SP:Iteration 96Q (30934.530000 sec): 3 clusters
  Score: Raw -805226.564872 + Penalty 2955.742648 = -802270.822224
  nChanged 7
		SP:Iteration 97Q (30934.720000 sec): 3 clusters
  Score: Raw -805227.971820 + Penalty 2955.742648 = -802272.229172
  nChanged 8
		SP:Iteration 98Q (30934.930000 sec): 3 clusters
  Score: Raw -805229.624744 + Penalty 2955.742648 = -802273.882096
  nChanged 9
		SP:Iteration 99Q (30935.120000 sec): 3 clusters
  Score: Raw -805231.460741 + Penalty 2955.742648 = -802275.718093
  nChanged 10
		SP:Iteration 100F (30935.350000 sec): 3 clusters
  Score: Raw -805233.288881 + Penalty 2955.742648 = -802277.546233
  nChanged 13
		SP:Iteration 101Q (30935.550000 sec): 3 clusters
  Score: Raw -805236.209476 + Penalty 2955.742648 = -802280.466828
  nChanged 14
		SP:Iteration 102Q (30935.770000 sec): 3 clusters
  Score: Raw -805239.060045 + Penalty 2955.742648 = -802283.317397
  nChanged 14
		SP:Iteration 103Q (30935.960000 sec): 3 clusters
  Score: Raw -805242.636021 + Penalty 2955.742648 = -802286.893373
  nChanged 19
		SP:Iteration 104Q (30936.140000 sec): 3 clusters
  Score: Raw -805247.098070 + Penalty 2955.742648 = -802291.355422
  nChanged 26
		SP:Iteration 105Q (30936.340000 sec): 3 clusters
  Score: Raw -805252.954600 + Penalty 2955.742648 = -802297.211952
  nChanged 22
		SP:Iteration 106Q (30936.540000 sec): 3 clusters
  Score: Raw -805258.700891 + Penalty 2955.742648 = -802302.958243
  nChanged 19
		SP:Iteration 107Q (30936.770000 sec): 3 clusters
  Score: Raw -805263.801239 + Penalty 2955.742648 = -802308.058590
  nChanged 21
		SP:Iteration 108Q (30936.970000 sec): 3 clusters
  Score: Raw -805268.283321 + Penalty 2955.742648 = -802312.540673
  nChanged 19
		SP:Iteration 109Q (30937.210000 sec): 3 clusters
  Score: Raw -805272.419230 + Penalty 2955.742648 = -802316.676581
  nChanged 17
		SP:Iteration 110Q (30937.430000 sec): 3 clusters
  Score: Raw -805276.266522 + Penalty 2955.742648 = -802320.523874
  nChanged 19
		SP:Iteration 111Q (30937.680000 sec): 3 clusters
  Score: Raw -805281.448871 + Penalty 2955.742648 = -802325.706223
  nChanged 21
		SP:Iteration 112Q (30937.880000 sec): 3 clusters
  Score: Raw -805288.899988 + Penalty 2955.742648 = -802333.157340
  nChanged 27
		SP:Iteration 113Q (30938.050000 sec): 3 clusters
  Score: Raw -805297.712197 + Penalty 2955.742648 = -802341.969548
  nChanged 28
		SP:Iteration 114Q (30938.290000 sec): 3 clusters
  Score: Raw -805306.585370 + Penalty 2955.742648 = -802350.842722
  nChanged 37
		SP:Iteration 115Q (30938.450000 sec): 3 clusters
  Score: Raw -805318.629236 + Penalty 2955.742648 = -802362.886588
  nChanged 33
		SP:Iteration 116Q (30938.670000 sec): 3 clusters
  Score: Raw -805331.441078 + Penalty 2955.742648 = -802375.698430
  nChanged 22
		SP:Iteration 117Q (30938.900000 sec): 3 clusters
  Score: Raw -805341.664106 + Penalty 2955.742648 = -802385.921458
  nChanged 28
		SP:Iteration 118Q (30939.110000 sec): 3 clusters
  Score: Raw -805354.404878 + Penalty 2955.742648 = -802398.662230
  nChanged 34
		SP:Iteration 119Q (30939.320000 sec): 3 clusters
  Score: Raw -805370.856140 + Penalty 2955.742648 = -802415.113492
  nChanged 36
		SP:Iteration 120F (30939.510000 sec): 3 clusters
  Score: Raw -805384.314345 + Penalty 2955.742648 = -802428.571697
  nChanged 28
		SP:Iteration 121Q (30939.710000 sec): 3 clusters
  Score: Raw -805394.452556 + Penalty 2955.742648 = -802438.709908
  nChanged 20
		SP:Iteration 122Q (30939.880000 sec): 3 clusters
  Score: Raw -805399.985305 + Penalty 2955.742648 = -802444.242657
  nChanged 14
		SP:Iteration 123Q (30940.070000 sec): 3 clusters
  Score: Raw -805403.464164 + Penalty 2955.742648 = -802447.721516
  nChanged 12
		SP:Iteration 124Q (30940.290000 sec): 3 clusters
  Score: Raw -805406.805098 + Penalty 2955.742648 = -802451.062450
  nChanged 14
		SP:Iteration 125Q (30940.480000 sec): 3 clusters
  Score: Raw -805411.363628 + Penalty 2955.742648 = -802455.620979
  nChanged 15
		SP:Iteration 126Q (30940.700000 sec): 3 clusters
  Score: Raw -805416.216614 + Penalty 2955.742648 = -802460.473966
  nChanged 22
		SP:Iteration 127Q (30940.930000 sec): 3 clusters
  Score: Raw -805424.020522 + Penalty 2955.742648 = -802468.277874
  nChanged 18
		SP:Iteration 128Q (30941.140000 sec): 3 clusters
  Score: Raw -805431.365312 + Penalty 2955.742648 = -802475.622664
  nChanged 19
		SP:Iteration 129Q (30941.350000 sec): 3 clusters
  Score: Raw -805439.725608 + Penalty 2955.742648 = -802483.982959
  nChanged 19
		SP:Iteration 130Q (30941.540000 sec): 3 clusters
  Score: Raw -805447.112232 + Penalty 2955.742648 = -802491.369584
  nChanged 12
		SP:Iteration 131Q (30941.720000 sec): 3 clusters
  Score: Raw -805451.068202 + Penalty 2955.742648 = -802495.325553
  nChanged 19
		SP:Iteration 132Q (30941.940000 sec): 3 clusters
  Score: Raw -805456.529037 + Penalty 2955.742648 = -802500.786389
  nChanged 12
		SP:Iteration 133Q (30942.220000 sec): 3 clusters
  Score: Raw -805460.058310 + Penalty 2955.742648 = -802504.315662
  nChanged 8
		SP:Iteration 134Q (30942.380000 sec): 3 clusters
  Score: Raw -805461.744819 + Penalty 2955.742648 = -802506.002171
  nChanged 3
		SP:Iteration 135Q (30942.600000 sec): 3 clusters
  Score: Raw -805462.277306 + Penalty 2955.742648 = -802506.534658
  nChanged 1
		SP:Iteration 136Q (30942.800000 sec): 3 clusters
  Score: Raw -805462.604318 + Penalty 2955.742648 = -802506.861670
  nChanged 1
		SP:Iteration 137Q (30942.980000 sec): 3 clusters
  Score: Raw -805462.836529 + Penalty 2955.742648 = -802507.093881
  nChanged 0
		SP:Iteration 138F (30943.210000 sec): 3 clusters
  Score: Raw -805462.836529 + Penalty 2955.742648 = -802507.093881
  nChanged 0
------ Evaluating fit on full set of 3303955 points ------
  Score: Raw -323000849.965515 + Penalty 178063.607790 = -322822786.357725
Time taken for this iteration:31256.660000 seconds.
 20->74 Clusters: Score -322822786.357725, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.98 GB would take us to total of 7.91 GB.
------ Running on subset of 1101318 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 17 (11891 points): Lose 601.566110 but Gain 2260.702958
Iteration 0F (31335.150000 sec): 20 clusters
  Score: Raw -99235917.737866 + Penalty 42953.356200 = -99192964.381666
  nChanged 1041924
Iteration 1F (31371.310000 sec): 20 clusters
  Score: Raw -104071441.249201 + Penalty 42953.356200 = -104028487.893001
  nChanged 459456
Iteration 2F (31408.700000 sec): 20 clusters
  Score: Raw -105253896.858851 + Penalty 42953.356200 = -105210943.502651
  nChanged 322286
Iteration 3F (31447.740000 sec): 20 clusters
  Score: Raw -106000677.938897 + Penalty 42953.356200 = -105957724.582698
  nChanged 243868
Iteration 4F (31483.520000 sec): 20 clusters
  Score: Raw -106404075.213148 + Penalty 42953.356200 = -106361121.856948
  nChanged 152883
Iteration 5F (31521.650000 sec): 20 clusters
  Score: Raw -106623102.261657 + Penalty 42953.356200 = -106580148.905457
  nChanged 101624
Iteration 6F (31557.610000 sec): 20 clusters
  Score: Raw -106757085.767881 + Penalty 42953.356200 = -106714132.411681
  nChanged 73194
Iteration 7F (31594.260000 sec): 20 clusters
  Score: Raw -106833763.699776 + Penalty 42953.356200 = -106790810.343577
  nChanged 53523
Iteration 8Q (31617.710000 sec): 20 clusters
  Score: Raw -106873599.685853 + Penalty 42953.356200 = -106830646.329653
  nChanged 40909
Iteration 9Q (31643.150000 sec): 20 clusters
  Score: Raw -106896855.068941 + Penalty 42953.356200 = -106853901.712741
  nChanged 31929
Iteration 10Q (31666.690000 sec): 20 clusters
  Score: Raw -106912689.904429 + Penalty 42953.356200 = -106869736.548229
  nChanged 25392
Iteration 11Q (31691.720000 sec): 20 clusters
  Score: Raw -106924300.195107 + Penalty 42953.356200 = -106881346.838907
  nChanged 20162
Iteration 12Q (31717.030000 sec): 20 clusters
  Score: Raw -106932482.996061 + Penalty 42953.356200 = -106889529.639861
  nChanged 16412
Iteration 13Q (31742.770000 sec): 20 clusters
  Score: Raw -106938164.148920 + Penalty 42953.356200 = -106895210.792720
  nChanged 14109
Iteration 14Q (31766.230000 sec): 20 clusters
  Score: Raw -106943438.175117 + Penalty 42953.356200 = -106900484.818918
  nChanged 12655
Iteration 15Q (31789.400000 sec): 20 clusters
  Score: Raw -106948451.345239 + Penalty 42953.356200 = -106905497.989040
  nChanged 11576
Iteration 16Q (31816.510000 sec): 20 clusters
  Score: Raw -106952787.581276 + Penalty 42953.356200 = -106909834.225076
  nChanged 10912
Iteration 17Q (31840.710000 sec): 20 clusters
  Score: Raw -106957298.193194 + Penalty 42953.356200 = -106914344.836994
  nChanged 10703
Iteration 18Q (31865.180000 sec): 20 clusters
  Score: Raw -106962004.178368 + Penalty 42953.356200 = -106919050.822168
  nChanged 10689
Iteration 19Q (31886.460000 sec): 20 clusters
  Score: Raw -106966236.758552 + Penalty 42953.356200 = -106923283.402352
  nChanged 10469
Writing temp clu file 
Because OldScore, -106919050.822168, is greater than current (better) Score,-106923283.402352 
 Compute initial score before splitting:   Score: Raw -106966236.758552 + Penalty 42953.356200 = -106923283.402352
Memory request: 0.07 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (38765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31887.050000 sec): 2 clusters
  Score: Raw -3754572.110500 + Penalty 1716.856872 = -3752855.253628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31887.420000 sec): 3 clusters
  Score: Raw -3730207.212968 + Penalty 3433.713743 = -3726773.499225
  nChanged 18188
		SP:Iteration 1F (31887.780000 sec): 3 clusters
  Score: Raw -3740824.675799 + Penalty 3433.713743 = -3737390.962055
  nChanged 2194
		SP:Iteration 2F (31888.120000 sec): 3 clusters
  Score: Raw -3741904.673264 + Penalty 3433.713743 = -3738470.959521
  nChanged 2627
		SP:Iteration 3F (31888.510000 sec): 3 clusters
  Score: Raw -3743541.080355 + Penalty 3433.713743 = -3740107.366612
  nChanged 2931
		SP:Iteration 4F (31888.870000 sec): 3 clusters
  Score: Raw -3745769.401854 + Penalty 3433.713743 = -3742335.688111
  nChanged 3067
		SP:Iteration 5F (31889.280000 sec): 3 clusters
  Score: Raw -3748480.716487 + Penalty 3433.713743 = -3745047.002744
  nChanged 2767
		SP:Iteration 6F (31889.600000 sec): 3 clusters
  Score: Raw -3751208.596550 + Penalty 3433.713743 = -3747774.882807
  nChanged 2020
		SP:Iteration 7F (31889.940000 sec): 3 clusters
  Score: Raw -3753247.182782 + Penalty 3433.713743 = -3749813.469039
  nChanged 1152
		SP:Iteration 8Q (31890.290000 sec): 3 clusters
  Score: Raw -3754390.540242 + Penalty 3433.713743 = -3750956.826499
  nChanged 591
		SP:Iteration 9Q (31890.600000 sec): 3 clusters
  Score: Raw -3754995.317625 + Penalty 3433.713743 = -3751561.603882
  nChanged 287
		SP:Iteration 10Q (31890.960000 sec): 3 clusters
  Score: Raw -3755269.563992 + Penalty 3433.713743 = -3751835.850248
  nChanged 187
		SP:Iteration 11Q (31891.310000 sec): 3 clusters
  Score: Raw -3755450.160185 + Penalty 3433.713743 = -3752016.446442
  nChanged 124
		SP:Iteration 12Q (31891.640000 sec): 3 clusters
  Score: Raw -3755548.990445 + Penalty 3433.713743 = -3752115.276701
  nChanged 92
		SP:Iteration 13Q (31891.950000 sec): 3 clusters
  Score: Raw -3755604.767403 + Penalty 3433.713743 = -3752171.053659
  nChanged 58
		SP:Iteration 14Q (31892.240000 sec): 3 clusters
  Score: Raw -3755635.170495 + Penalty 3433.713743 = -3752201.456752
  nChanged 35
		SP:Iteration 15Q (31892.560000 sec): 3 clusters
  Score: Raw -3755651.054136 + Penalty 3433.713743 = -3752217.340392
  nChanged 23
		SP:Iteration 16Q (31892.880000 sec): 3 clusters
  Score: Raw -3755659.203428 + Penalty 3433.713743 = -3752225.489684
  nChanged 17
		SP:Iteration 17Q (31893.170000 sec): 3 clusters
  Score: Raw -3755667.376063 + Penalty 3433.713743 = -3752233.662320
  nChanged 16
		SP:Iteration 18Q (31893.530000 sec): 3 clusters
  Score: Raw -3755673.890745 + Penalty 3433.713743 = -3752240.177002
  nChanged 18
		SP:Iteration 19Q (31893.820000 sec): 3 clusters
  Score: Raw -3755680.010052 + Penalty 3433.713743 = -3752246.296308
  nChanged 13
		SP:Iteration 20F (31894.170000 sec): 3 clusters
  Score: Raw -3755695.121135 + Penalty 3433.713743 = -3752261.407392
  nChanged 19
		SP:Iteration 21Q (31894.530000 sec): 3 clusters
  Score: Raw -3755713.966990 + Penalty 3433.713743 = -3752280.253247
  nChanged 28
		SP:Iteration 22Q (31894.870000 sec): 3 clusters
  Score: Raw -3755725.130052 + Penalty 3433.713743 = -3752291.416308
  nChanged 18
		SP:Iteration 23Q (31895.220000 sec): 3 clusters
  Score: Raw -3755730.195568 + Penalty 3433.713743 = -3752296.481824
  nChanged 16
		SP:Iteration 24Q (31895.490000 sec): 3 clusters
  Score: Raw -3755735.782134 + Penalty 3433.713743 = -3752302.068391
  nChanged 19
		SP:Iteration 25Q (31895.830000 sec): 3 clusters
  Score: Raw -3755741.083256 + Penalty 3433.713743 = -3752307.369513
  nChanged 8
		SP:Iteration 26Q (31896.140000 sec): 3 clusters
  Score: Raw -3755743.332556 + Penalty 3433.713743 = -3752309.618812
  nChanged 7
		SP:Iteration 27Q (31896.530000 sec): 3 clusters
  Score: Raw -3755744.954803 + Penalty 3433.713743 = -3752311.241060
  nChanged 7
		SP:Iteration 28Q (31896.820000 sec): 3 clusters
  Score: Raw -3755749.068916 + Penalty 3433.713743 = -3752315.355172
  nChanged 7
		SP:Iteration 29Q (31897.150000 sec): 3 clusters
  Score: Raw -3755750.779939 + Penalty 3433.713743 = -3752317.066196
  nChanged 6
		SP:Iteration 30Q (31897.450000 sec): 3 clusters
  Score: Raw -3755753.128213 + Penalty 3433.713743 = -3752319.414470
  nChanged 6
		SP:Iteration 31Q (31897.740000 sec): 3 clusters
  Score: Raw -3755754.386400 + Penalty 3433.713743 = -3752320.672656
  nChanged 7
		SP:Iteration 32Q (31898.060000 sec): 3 clusters
  Score: Raw -3755756.894448 + Penalty 3433.713743 = -3752323.180705
  nChanged 10
		SP:Iteration 33Q (31898.400000 sec): 3 clusters
  Score: Raw -3755759.378085 + Penalty 3433.713743 = -3752325.664342
  nChanged 11
		SP:Iteration 34Q (31898.740000 sec): 3 clusters
  Score: Raw -3755762.026654 + Penalty 3433.713743 = -3752328.312911
  nChanged 9
		SP:Iteration 35Q (31898.990000 sec): 3 clusters
  Score: Raw -3755763.651075 + Penalty 3433.713743 = -3752329.937332
  nChanged 10
		SP:Iteration 36Q (31899.300000 sec): 3 clusters
  Score: Raw -3755766.260538 + Penalty 3433.713743 = -3752332.546794
  nChanged 18
		SP:Iteration 37Q (31899.660000 sec): 3 clusters
  Score: Raw -3755770.589893 + Penalty 3433.713743 = -3752336.876149
  nChanged 7
		SP:Iteration 38Q (31900.030000 sec): 3 clusters
  Score: Raw -3755772.258725 + Penalty 3433.713743 = -3752338.544982
  nChanged 13
		SP:Iteration 39Q (31900.340000 sec): 3 clusters
  Score: Raw -3755776.475430 + Penalty 3433.713743 = -3752342.761686
  nChanged 10
		SP:Iteration 40F (31900.690000 sec): 3 clusters
  Score: Raw -3755780.991498 + Penalty 3433.713743 = -3752347.277755
  nChanged 10
		SP:Iteration 41Q (31901.040000 sec): 3 clusters
  Score: Raw -3755783.997954 + Penalty 3433.713743 = -3752350.284211
  nChanged 12
		SP:Iteration 42Q (31901.410000 sec): 3 clusters
  Score: Raw -3755788.166173 + Penalty 3433.713743 = -3752354.452430
  nChanged 10
		SP:Iteration 43Q (31901.760000 sec): 3 clusters
  Score: Raw -3755790.840882 + Penalty 3433.713743 = -3752357.127139
  nChanged 13
		SP:Iteration 44Q (31902.090000 sec): 3 clusters
  Score: Raw -3755795.263537 + Penalty 3433.713743 = -3752361.549793
  nChanged 14
		SP:Iteration 45Q (31902.420000 sec): 3 clusters
  Score: Raw -3755800.345427 + Penalty 3433.713743 = -3752366.631684
  nChanged 12
		SP:Iteration 46Q (31902.810000 sec): 3 clusters
  Score: Raw -3755805.318138 + Penalty 3433.713743 = -3752371.604395
  nChanged 11
		SP:Iteration 47Q (31903.120000 sec): 3 clusters
  Score: Raw -3755808.564183 + Penalty 3433.713743 = -3752374.850440
  nChanged 9
		SP:Iteration 48Q (31903.400000 sec): 3 clusters
  Score: Raw -3755810.612175 + Penalty 3433.713743 = -3752376.898432
  nChanged 9
		SP:Iteration 49Q (31903.740000 sec): 3 clusters
  Score: Raw -3755812.743974 + Penalty 3433.713743 = -3752379.030230
  nChanged 11
		SP:Iteration 50Q (31904.030000 sec): 3 clusters
  Score: Raw -3755815.672115 + Penalty 3433.713743 = -3752381.958372
  nChanged 10
		SP:Iteration 51Q (31904.300000 sec): 3 clusters
  Score: Raw -3755817.745917 + Penalty 3433.713743 = -3752384.032173
  nChanged 6
		SP:Iteration 52Q (31904.620000 sec): 3 clusters
  Score: Raw -3755819.607055 + Penalty 3433.713743 = -3752385.893312
  nChanged 8
		SP:Iteration 53Q (31904.930000 sec): 3 clusters
  Score: Raw -3755821.342827 + Penalty 3433.713743 = -3752387.629083
  nChanged 3
		SP:Iteration 54Q (31905.260000 sec): 3 clusters
  Score: Raw -3755821.695474 + Penalty 3433.713743 = -3752387.981730
  nChanged 1
		SP:Iteration 55Q (31905.570000 sec): 3 clusters
  Score: Raw -3755821.912880 + Penalty 3433.713743 = -3752388.199136
  nChanged 1
		SP:Iteration 56Q (31905.870000 sec): 3 clusters
  Score: Raw -3755822.189559 + Penalty 3433.713743 = -3752388.475816
  nChanged 4
		SP:Iteration 57Q (31906.200000 sec): 3 clusters
  Score: Raw -3755823.021312 + Penalty 3433.713743 = -3752389.307569
  nChanged 5
		SP:Iteration 58Q (31906.470000 sec): 3 clusters
  Score: Raw -3755823.951386 + Penalty 3433.713743 = -3752390.237643
  nChanged 1
		SP:Iteration 59Q (31906.830000 sec): 3 clusters
  Score: Raw -3755824.023205 + Penalty 3433.713743 = -3752390.309462
  nChanged 0
		SP:Iteration 60F (31907.130000 sec): 3 clusters
  Score: Raw -3755824.023205 + Penalty 3433.713743 = -3752390.309462
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (41701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31907.620000 sec): 2 clusters
  Score: Raw -4310145.284463 + Penalty 1728.720563 = -4308416.563900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31908.020000 sec): 3 clusters
  Score: Raw -4283998.884357 + Penalty 3457.441126 = -4280541.443230
  nChanged 19556
		SP:Iteration 1F (31908.360000 sec): 3 clusters
  Score: Raw -4296425.897880 + Penalty 3457.441126 = -4292968.456754
  nChanged 2965
		SP:Iteration 2F (31908.730000 sec): 3 clusters
  Score: Raw -4299821.874790 + Penalty 3457.441126 = -4296364.433664
  nChanged 3512
		SP:Iteration 3F (31909.110000 sec): 3 clusters
  Score: Raw -4303266.188802 + Penalty 3457.441126 = -4299808.747676
  nChanged 3522
		SP:Iteration 4F (31909.460000 sec): 3 clusters
  Score: Raw -4306075.727772 + Penalty 3457.441126 = -4302618.286645
  nChanged 3083
		SP:Iteration 5F (31909.860000 sec): 3 clusters
  Score: Raw -4308073.184075 + Penalty 3457.441126 = -4304615.742949
  nChanged 2438
		SP:Iteration 6F (31910.240000 sec): 3 clusters
  Score: Raw -4309347.137926 + Penalty 3457.441126 = -4305889.696800
  nChanged 1812
		SP:Iteration 7Q (31910.650000 sec): 3 clusters
  Score: Raw -4310084.045948 + Penalty 3457.441126 = -4306626.604822
  nChanged 1376
		SP:Iteration 8Q (31911.040000 sec): 3 clusters
  Score: Raw -4310556.991203 + Penalty 3457.441126 = -4307099.550077
  nChanged 1180
		SP:Iteration 9Q (31911.460000 sec): 3 clusters
  Score: Raw -4310973.694626 + Penalty 3457.441126 = -4307516.253500
  nChanged 1150
		SP:Iteration 10Q (31911.820000 sec): 3 clusters
  Score: Raw -4311359.741854 + Penalty 3457.441126 = -4307902.300727
  nChanged 1199
		SP:Iteration 11Q (31912.180000 sec): 3 clusters
  Score: Raw -4311755.425183 + Penalty 3457.441126 = -4308297.984057
  nChanged 1356
		SP:Iteration 12Q (31912.540000 sec): 3 clusters
  Score: Raw -4312244.873723 + Penalty 3457.441126 = -4308787.432597
  nChanged 1560
		SP:Iteration 13Q (31912.930000 sec): 3 clusters
  Score: Raw -4312904.347059 + Penalty 3457.441126 = -4309446.905933
  nChanged 1869
		SP:Iteration 14Q (31913.300000 sec): 3 clusters
  Score: Raw -4313946.634913 + Penalty 3457.441126 = -4310489.193787
  nChanged 2288
		SP:Iteration 15F (31913.710000 sec): 3 clusters
  Score: Raw -4315701.481405 + Penalty 3457.441126 = -4312244.040278
  nChanged 2492
		SP:Iteration 16F (31914.070000 sec): 3 clusters
  Score: Raw -4318299.672893 + Penalty 3457.441126 = -4314842.231767
  nChanged 2086
		SP:Iteration 17F (31914.430000 sec): 3 clusters
  Score: Raw -4320859.391510 + Penalty 3457.441126 = -4317401.950384
  nChanged 1228
		SP:Iteration 18Q (31914.830000 sec): 3 clusters
  Score: Raw -4322413.527393 + Penalty 3457.441126 = -4318956.086267
  nChanged 686
		SP:Iteration 19Q (31915.150000 sec): 3 clusters
  Score: Raw -4323151.472078 + Penalty 3457.441126 = -4319694.030952
  nChanged 392
		SP:Iteration 20F (31915.510000 sec): 3 clusters
  Score: Raw -4323483.868225 + Penalty 3457.441126 = -4320026.427099
  nChanged 242
		SP:Iteration 21Q (31915.850000 sec): 3 clusters
  Score: Raw -4323614.419342 + Penalty 3457.441126 = -4320156.978216
  nChanged 134
		SP:Iteration 22Q (31916.190000 sec): 3 clusters
  Score: Raw -4323658.327949 + Penalty 3457.441126 = -4320200.886823
  nChanged 71
		SP:Iteration 23Q (31916.530000 sec): 3 clusters
  Score: Raw -4323673.961299 + Penalty 3457.441126 = -4320216.520172
  nChanged 44
		SP:Iteration 24Q (31916.910000 sec): 3 clusters
  Score: Raw -4323683.769785 + Penalty 3457.441126 = -4320226.328659
  nChanged 31
		SP:Iteration 25Q (31917.210000 sec): 3 clusters
  Score: Raw -4323690.548366 + Penalty 3457.441126 = -4320233.107240
  nChanged 19
		SP:Iteration 26Q (31917.570000 sec): 3 clusters
  Score: Raw -4323693.569161 + Penalty 3457.441126 = -4320236.128035
  nChanged 8
		SP:Iteration 27Q (31917.910000 sec): 3 clusters
  Score: Raw -4323694.502745 + Penalty 3457.441126 = -4320237.061619
  nChanged 3
		SP:Iteration 28Q (31918.340000 sec): 3 clusters
  Score: Raw -4323694.964057 + Penalty 3457.441126 = -4320237.522931
  nChanged 1
		SP:Iteration 29Q (31918.710000 sec): 3 clusters
  Score: Raw -4323695.070254 + Penalty 3457.441126 = -4320237.629128
  nChanged 1
		SP:Iteration 30Q (31919.160000 sec): 3 clusters
  Score: Raw -4323695.289605 + Penalty 3457.441126 = -4320237.848479
  nChanged 0
		SP:Iteration 31F (31919.480000 sec): 3 clusters
  Score: Raw -4323695.289605 + Penalty 3457.441126 = -4320237.848479
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 17.
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (29959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31919.700000 sec): 2 clusters
  Score: Raw -3053736.414481 + Penalty 1674.982572 = -3052061.431909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31920.080000 sec): 3 clusters
  Score: Raw -3035255.222819 + Penalty 3349.965144 = -3031905.257675
  nChanged 13880
		SP:Iteration 1F (31920.400000 sec): 3 clusters
  Score: Raw -3043695.237386 + Penalty 3349.965144 = -3040345.272242
  nChanged 2016
		SP:Iteration 2F (31920.740000 sec): 3 clusters
  Score: Raw -3045073.254149 + Penalty 3349.965144 = -3041723.289004
  nChanged 2118
		SP:Iteration 3F (31921.030000 sec): 3 clusters
  Score: Raw -3046816.047615 + Penalty 3349.965144 = -3043466.082471
  nChanged 2299
		SP:Iteration 4F (31921.340000 sec): 3 clusters
  Score: Raw -3048880.799721 + Penalty 3349.965144 = -3045530.834576
  nChanged 2558
		SP:Iteration 5F (31921.570000 sec): 3 clusters
  Score: Raw -3051224.388544 + Penalty 3349.965144 = -3047874.423400
  nChanged 2381
		SP:Iteration 6F (31921.910000 sec): 3 clusters
  Score: Raw -3053184.941427 + Penalty 3349.965144 = -3049834.976283
  nChanged 1793
		SP:Iteration 7F (31922.160000 sec): 3 clusters
  Score: Raw -3054390.018158 + Penalty 3349.965144 = -3051040.053014
  nChanged 1344
		SP:Iteration 8Q (31922.490000 sec): 3 clusters
  Score: Raw -3055294.381013 + Penalty 3349.965144 = -3051944.415869
  nChanged 1051
		SP:Iteration 9Q (31922.770000 sec): 3 clusters
  Score: Raw -3056410.469724 + Penalty 3349.965144 = -3053060.504580
  nChanged 972
		SP:Iteration 10Q (31923.080000 sec): 3 clusters
  Score: Raw -3057713.053624 + Penalty 3349.965144 = -3054363.088480
  nChanged 729
		SP:Iteration 11Q (31923.440000 sec): 3 clusters
  Score: Raw -3058103.904480 + Penalty 3349.965144 = -3054753.939336
  nChanged 515
		SP:Iteration 12Q (31923.740000 sec): 3 clusters
  Score: Raw -3058253.296007 + Penalty 3349.965144 = -3054903.330863
  nChanged 351
		SP:Iteration 13Q (31924.070000 sec): 3 clusters
  Score: Raw -3058342.597029 + Penalty 3349.965144 = -3054992.631885
  nChanged 279
		SP:Iteration 14Q (31924.360000 sec): 3 clusters
  Score: Raw -3058410.403431 + Penalty 3349.965144 = -3055060.438287
  nChanged 290
		SP:Iteration 15Q (31924.660000 sec): 3 clusters
  Score: Raw -3058480.121842 + Penalty 3349.965144 = -3055130.156698
  nChanged 287
		SP:Iteration 16Q (31924.940000 sec): 3 clusters
  Score: Raw -3058546.004069 + Penalty 3349.965144 = -3055196.038925
  nChanged 283
		SP:Iteration 17Q (31925.260000 sec): 3 clusters
  Score: Raw -3058618.622958 + Penalty 3349.965144 = -3055268.657814
  nChanged 315
		SP:Iteration 18Q (31925.600000 sec): 3 clusters
  Score: Raw -3058696.205042 + Penalty 3349.965144 = -3055346.239898
  nChanged 321
		SP:Iteration 19Q (31925.890000 sec): 3 clusters
  Score: Raw -3058773.657135 + Penalty 3349.965144 = -3055423.691991
  nChanged 336
		SP:Iteration 20F (31926.180000 sec): 3 clusters
  Score: Raw -3058852.202847 + Penalty 3349.965144 = -3055502.237703
  nChanged 352
		SP:Iteration 21Q (31926.450000 sec): 3 clusters
  Score: Raw -3058935.343013 + Penalty 3349.965144 = -3055585.377869
  nChanged 346
		SP:Iteration 22Q (31926.710000 sec): 3 clusters
  Score: Raw -3059012.645190 + Penalty 3349.965144 = -3055662.680046
  nChanged 343
		SP:Iteration 23Q (31927.000000 sec): 3 clusters
  Score: Raw -3059088.799245 + Penalty 3349.965144 = -3055738.834101
  nChanged 306
		SP:Iteration 24Q (31927.290000 sec): 3 clusters
  Score: Raw -3059152.436737 + Penalty 3349.965144 = -3055802.471593
  nChanged 280
		SP:Iteration 25Q (31927.600000 sec): 3 clusters
  Score: Raw -3059209.300770 + Penalty 3349.965144 = -3055859.335626
  nChanged 249
		SP:Iteration 26Q (31927.860000 sec): 3 clusters
  Score: Raw -3059257.139179 + Penalty 3349.965144 = -3055907.174035
  nChanged 242
		SP:Iteration 27Q (31928.130000 sec): 3 clusters
  Score: Raw -3059303.435279 + Penalty 3349.965144 = -3055953.470135
  nChanged 205
		SP:Iteration 28Q (31928.440000 sec): 3 clusters
  Score: Raw -3059339.088364 + Penalty 3349.965144 = -3055989.123220
  nChanged 204
		SP:Iteration 29Q (31928.730000 sec): 3 clusters
  Score: Raw -3059373.767412 + Penalty 3349.965144 = -3056023.802268
  nChanged 179
		SP:Iteration 30Q (31929.000000 sec): 3 clusters
  Score: Raw -3059403.301391 + Penalty 3349.965144 = -3056053.336247
  nChanged 173
		SP:Iteration 31Q (31929.300000 sec): 3 clusters
  Score: Raw -3059429.031500 + Penalty 3349.965144 = -3056079.066355
  nChanged 160
		SP:Iteration 32Q (31929.610000 sec): 3 clusters
  Score: Raw -3059451.976259 + Penalty 3349.965144 = -3056102.011115
  nChanged 153
		SP:Iteration 33Q (31929.880000 sec): 3 clusters
  Score: Raw -3059477.553250 + Penalty 3349.965144 = -3056127.588106
  nChanged 160
		SP:Iteration 34Q (31930.210000 sec): 3 clusters
  Score: Raw -3059503.502441 + Penalty 3349.965144 = -3056153.537297
  nChanged 160
		SP:Iteration 35Q (31930.490000 sec): 3 clusters
  Score: Raw -3059528.701168 + Penalty 3349.965144 = -3056178.736024
  nChanged 160
		SP:Iteration 36Q (31930.790000 sec): 3 clusters
  Score: Raw -3059551.929356 + Penalty 3349.965144 = -3056201.964212
  nChanged 120
		SP:Iteration 37Q (31931.050000 sec): 3 clusters
  Score: Raw -3059566.942513 + Penalty 3349.965144 = -3056216.977369
  nChanged 107
		SP:Iteration 38Q (31931.340000 sec): 3 clusters
  Score: Raw -3059578.583662 + Penalty 3349.965144 = -3056228.618518
  nChanged 99
		SP:Iteration 39Q (31931.660000 sec): 3 clusters
  Score: Raw -3059588.746212 + Penalty 3349.965144 = -3056238.781068
  nChanged 89
		SP:Iteration 40F (31931.940000 sec): 3 clusters
  Score: Raw -3059597.130303 + Penalty 3349.965144 = -3056247.165158
  nChanged 70
		SP:Iteration 41Q (31932.310000 sec): 3 clusters
  Score: Raw -3059603.195150 + Penalty 3349.965144 = -3056253.230006
  nChanged 66
		SP:Iteration 42Q (31932.590000 sec): 3 clusters
  Score: Raw -3059608.298312 + Penalty 3349.965144 = -3056258.333168
  nChanged 57
		SP:Iteration 43Q (31932.890000 sec): 3 clusters
  Score: Raw -3059612.630615 + Penalty 3349.965144 = -3056262.665471
  nChanged 48
		SP:Iteration 44Q (31933.180000 sec): 3 clusters
  Score: Raw -3059616.043738 + Penalty 3349.965144 = -3056266.078594
  nChanged 35
		SP:Iteration 45Q (31933.480000 sec): 3 clusters
  Score: Raw -3059617.959265 + Penalty 3349.965144 = -3056267.994120
  nChanged 21
		SP:Iteration 46Q (31933.760000 sec): 3 clusters
  Score: Raw -3059619.292639 + Penalty 3349.965144 = -3056269.327495
  nChanged 21
		SP:Iteration 47Q (31934.040000 sec): 3 clusters
  Score: Raw -3059620.650477 + Penalty 3349.965144 = -3056270.685333
  nChanged 18
		SP:Iteration 48Q (31934.350000 sec): 3 clusters
  Score: Raw -3059621.662291 + Penalty 3349.965144 = -3056271.697146
  nChanged 16
		SP:Iteration 49Q (31934.660000 sec): 3 clusters
  Score: Raw -3059622.856497 + Penalty 3349.965144 = -3056272.891353
  nChanged 20
		SP:Iteration 50Q (31934.950000 sec): 3 clusters
  Score: Raw -3059624.150118 + Penalty 3349.965144 = -3056274.184974
  nChanged 21
		SP:Iteration 51Q (31935.300000 sec): 3 clusters
  Score: Raw -3059625.763503 + Penalty 3349.965144 = -3056275.798359
  nChanged 22
		SP:Iteration 52Q (31935.630000 sec): 3 clusters
  Score: Raw -3059627.278097 + Penalty 3349.965144 = -3056277.312953
  nChanged 25
		SP:Iteration 53Q (31935.980000 sec): 3 clusters
  Score: Raw -3059628.934964 + Penalty 3349.965144 = -3056278.969820
  nChanged 22
		SP:Iteration 54Q (31936.320000 sec): 3 clusters
  Score: Raw -3059630.195513 + Penalty 3349.965144 = -3056280.230369
  nChanged 17
		SP:Iteration 55Q (31936.680000 sec): 3 clusters
  Score: Raw -3059631.189845 + Penalty 3349.965144 = -3056281.224701
  nChanged 19
		SP:Iteration 56Q (31937.030000 sec): 3 clusters
  Score: Raw -3059632.203919 + Penalty 3349.965144 = -3056282.238775
  nChanged 15
		SP:Iteration 57Q (31937.350000 sec): 3 clusters
  Score: Raw -3059633.181374 + Penalty 3349.965144 = -3056283.216229
  nChanged 11
		SP:Iteration 58Q (31937.650000 sec): 3 clusters
  Score: Raw -3059633.690042 + Penalty 3349.965144 = -3056283.724898
  nChanged 6
		SP:Iteration 59Q (31937.970000 sec): 3 clusters
  Score: Raw -3059634.030804 + Penalty 3349.965144 = -3056284.065660
  nChanged 6
		SP:Iteration 60F (31938.320000 sec): 3 clusters
  Score: Raw -3059634.390113 + Penalty 3349.965144 = -3056284.424968
  nChanged 7
		SP:Iteration 61Q (31938.620000 sec): 3 clusters
  Score: Raw -3059634.736198 + Penalty 3349.965144 = -3056284.771053
  nChanged 7
		SP:Iteration 62Q (31939.020000 sec): 3 clusters
  Score: Raw -3059635.045132 + Penalty 3349.965144 = -3056285.079988
  nChanged 7
		SP:Iteration 63Q (31939.360000 sec): 3 clusters
  Score: Raw -3059635.359554 + Penalty 3349.965144 = -3056285.394410
  nChanged 6
		SP:Iteration 64Q (31939.670000 sec): 3 clusters
  Score: Raw -3059635.695838 + Penalty 3349.965144 = -3056285.730694
  nChanged 2
		SP:Iteration 65Q (31939.970000 sec): 3 clusters
  Score: Raw -3059635.772955 + Penalty 3349.965144 = -3056285.807811
  nChanged 2
		SP:Iteration 66Q (31940.330000 sec): 3 clusters
  Score: Raw -3059635.860973 + Penalty 3349.965144 = -3056285.895829
  nChanged 1
		SP:Iteration 67Q (31940.630000 sec): 3 clusters
  Score: Raw -3059635.905139 + Penalty 3349.965144 = -3056285.939994
  nChanged 0
		SP:Iteration 68F (31940.960000 sec): 3 clusters
  Score: Raw -3059635.905139 + Penalty 3349.965144 = -3056285.939994
  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 7.98 GB.

 Trying to split cluster 4 (223586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31942.200000 sec): 2 clusters
  Score: Raw -22605108.701538 + Penalty 2001.602104 = -22603107.099434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31943.370000 sec): 3 clusters
  Score: Raw -22456543.643096 + Penalty 4003.204207 = -22452540.438889
  nChanged 108566
		SP:Iteration 1F (31944.450000 sec): 3 clusters
  Score: Raw -22540119.077295 + Penalty 4003.204207 = -22536115.873088
  nChanged 19859
		SP:Iteration 2F (31945.670000 sec): 3 clusters
  Score: Raw -22562900.824904 + Penalty 4003.204207 = -22558897.620697
  nChanged 24110
		SP:Iteration 3F (31946.820000 sec): 3 clusters
  Score: Raw -22588963.257764 + Penalty 4003.204207 = -22584960.053557
  nChanged 22597
		SP:Iteration 4F (31947.920000 sec): 3 clusters
  Score: Raw -22618288.258693 + Penalty 4003.204207 = -22614285.054486
  nChanged 19075
		SP:Iteration 5F (31949.120000 sec): 3 clusters
  Score: Raw -22662356.812843 + Penalty 4003.204207 = -22658353.608636
  nChanged 15074
		SP:Iteration 6F (31950.200000 sec): 3 clusters
  Score: Raw -22715536.047197 + Penalty 4003.204207 = -22711532.842989
  nChanged 5302
		SP:Iteration 7Q (31951.130000 sec): 3 clusters
  Score: Raw -22731128.397588 + Penalty 4003.204207 = -22727125.193381
  nChanged 948
		SP:Iteration 8Q (31952.030000 sec): 3 clusters
  Score: Raw -22731865.307705 + Penalty 4003.204207 = -22727862.103498
  nChanged 257
		SP:Iteration 9Q (31953.110000 sec): 3 clusters
  Score: Raw -22731919.956839 + Penalty 4003.204207 = -22727916.752632
  nChanged 101
		SP:Iteration 10Q (31954.110000 sec): 3 clusters
  Score: Raw -22731929.562813 + Penalty 4003.204207 = -22727926.358606
  nChanged 43
		SP:Iteration 11Q (31955.080000 sec): 3 clusters
  Score: Raw -22731931.726837 + Penalty 4003.204207 = -22727928.522630
  nChanged 15
		SP:Iteration 12Q (31956.110000 sec): 3 clusters
  Score: Raw -22731932.084417 + Penalty 4003.204207 = -22727928.880210
  nChanged 4
		SP:Iteration 13Q (31957.100000 sec): 3 clusters
  Score: Raw -22731932.125492 + Penalty 4003.204207 = -22727928.921285
  nChanged 2
		SP:Iteration 14Q (31958.120000 sec): 3 clusters
  Score: Raw -22731932.147947 + Penalty 4003.204207 = -22727928.943740
  nChanged 0
		SP:Iteration 15F (31959.240000 sec): 3 clusters
  Score: Raw -22731932.147947 + Penalty 4003.204207 = -22727928.943740
  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 7.98 GB.

 Trying to split cluster 5 (39273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31959.600000 sec): 2 clusters
  Score: Raw -3894918.878621 + Penalty 1718.972538 = -3893199.906083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31959.980000 sec): 3 clusters
  Score: Raw -3870703.351704 + Penalty 3437.945075 = -3867265.406629
  nChanged 18387
		SP:Iteration 1F (31960.300000 sec): 3 clusters
  Score: Raw -3884820.413281 + Penalty 3437.945075 = -3881382.468206
  nChanged 4735
		SP:Iteration 2F (31960.660000 sec): 3 clusters
  Score: Raw -3892462.625363 + Penalty 3437.945075 = -3889024.680288
  nChanged 5521
		SP:Iteration 3F (31961.040000 sec): 3 clusters
  Score: Raw -3901465.590086 + Penalty 3437.945075 = -3898027.645011
  nChanged 3803
		SP:Iteration 4F (31961.420000 sec): 3 clusters
  Score: Raw -3907931.672622 + Penalty 3437.945075 = -3904493.727547
  nChanged 2628
		SP:Iteration 5F (31961.820000 sec): 3 clusters
  Score: Raw -3912697.743856 + Penalty 3437.945075 = -3909259.798781
  nChanged 2113
		SP:Iteration 6F (31962.170000 sec): 3 clusters
  Score: Raw -3915073.530676 + Penalty 3437.945075 = -3911635.585601
  nChanged 1490
		SP:Iteration 7Q (31962.530000 sec): 3 clusters
  Score: Raw -3916115.629150 + Penalty 3437.945075 = -3912677.684075
  nChanged 1048
		SP:Iteration 8Q (31962.980000 sec): 3 clusters
  Score: Raw -3916632.806754 + Penalty 3437.945075 = -3913194.861679
  nChanged 760
		SP:Iteration 9Q (31963.370000 sec): 3 clusters
  Score: Raw -3916914.675000 + Penalty 3437.945075 = -3913476.729925
  nChanged 623
		SP:Iteration 10Q (31963.720000 sec): 3 clusters
  Score: Raw -3917104.639058 + Penalty 3437.945075 = -3913666.693983
  nChanged 539
		SP:Iteration 11Q (31964.110000 sec): 3 clusters
  Score: Raw -3917253.375653 + Penalty 3437.945075 = -3913815.430578
  nChanged 443
		SP:Iteration 12Q (31964.530000 sec): 3 clusters
  Score: Raw -3917365.174367 + Penalty 3437.945075 = -3913927.229292
  nChanged 376
		SP:Iteration 13Q (31964.950000 sec): 3 clusters
  Score: Raw -3917459.800401 + Penalty 3437.945075 = -3914021.855325
  nChanged 307
		SP:Iteration 14Q (31965.340000 sec): 3 clusters
  Score: Raw -3917550.087047 + Penalty 3437.945075 = -3914112.141972
  nChanged 307
		SP:Iteration 15Q (31965.680000 sec): 3 clusters
  Score: Raw -3917640.633880 + Penalty 3437.945075 = -3914202.688805
  nChanged 252
		SP:Iteration 16Q (31966.060000 sec): 3 clusters
  Score: Raw -3917711.468392 + Penalty 3437.945075 = -3914273.523317
  nChanged 224
		SP:Iteration 17Q (31966.490000 sec): 3 clusters
  Score: Raw -3917772.620253 + Penalty 3437.945075 = -3914334.675178
  nChanged 213
		SP:Iteration 18Q (31966.840000 sec): 3 clusters
  Score: Raw -3917816.344694 + Penalty 3437.945075 = -3914378.399619
  nChanged 170
		SP:Iteration 19Q (31967.260000 sec): 3 clusters
  Score: Raw -3917843.725280 + Penalty 3437.945075 = -3914405.780205
  nChanged 138
		SP:Iteration 20F (31967.610000 sec): 3 clusters
  Score: Raw -3917865.690456 + Penalty 3437.945075 = -3914427.745381
  nChanged 139
		SP:Iteration 21Q (31968.050000 sec): 3 clusters
  Score: Raw -3917885.169479 + Penalty 3437.945075 = -3914447.224404
  nChanged 141
		SP:Iteration 22Q (31968.410000 sec): 3 clusters
  Score: Raw -3917901.910322 + Penalty 3437.945075 = -3914463.965247
  nChanged 120
		SP:Iteration 23Q (31968.800000 sec): 3 clusters
  Score: Raw -3917917.645554 + Penalty 3437.945075 = -3914479.700479
  nChanged 127
		SP:Iteration 24Q (31969.170000 sec): 3 clusters
  Score: Raw -3917936.740347 + Penalty 3437.945075 = -3914498.795272
  nChanged 135
		SP:Iteration 25Q (31969.520000 sec): 3 clusters
  Score: Raw -3917967.498660 + Penalty 3437.945075 = -3914529.553585
  nChanged 157
		SP:Iteration 26Q (31969.910000 sec): 3 clusters
  Score: Raw -3918010.371398 + Penalty 3437.945075 = -3914572.426323
  nChanged 173
		SP:Iteration 27Q (31970.310000 sec): 3 clusters
  Score: Raw -3918062.682707 + Penalty 3437.945075 = -3914624.737632
  nChanged 175
		SP:Iteration 28Q (31970.750000 sec): 3 clusters
  Score: Raw -3918111.075407 + Penalty 3437.945075 = -3914673.130331
  nChanged 178
		SP:Iteration 29Q (31971.190000 sec): 3 clusters
  Score: Raw -3918165.078328 + Penalty 3437.945075 = -3914727.133253
  nChanged 182
		SP:Iteration 30Q (31971.640000 sec): 3 clusters
  Score: Raw -3918217.978358 + Penalty 3437.945075 = -3914780.033282
  nChanged 161
		SP:Iteration 31Q (31972.050000 sec): 3 clusters
  Score: Raw -3918256.201520 + Penalty 3437.945075 = -3914818.256445
  nChanged 127
		SP:Iteration 32Q (31972.540000 sec): 3 clusters
  Score: Raw -3918283.223822 + Penalty 3437.945075 = -3914845.278746
  nChanged 133
		SP:Iteration 33Q (31972.890000 sec): 3 clusters
  Score: Raw -3918306.439611 + Penalty 3437.945075 = -3914868.494536
  nChanged 95
		SP:Iteration 34Q (31973.250000 sec): 3 clusters
  Score: Raw -3918319.321980 + Penalty 3437.945075 = -3914881.376905
  nChanged 94
		SP:Iteration 35Q (31973.630000 sec): 3 clusters
  Score: Raw -3918330.205664 + Penalty 3437.945075 = -3914892.260589
  nChanged 71
		SP:Iteration 36Q (31974.040000 sec): 3 clusters
  Score: Raw -3918338.087690 + Penalty 3437.945075 = -3914900.142615
  nChanged 69
		SP:Iteration 37Q (31974.480000 sec): 3 clusters
  Score: Raw -3918344.076720 + Penalty 3437.945075 = -3914906.131645
  nChanged 57
		SP:Iteration 38Q (31974.820000 sec): 3 clusters
  Score: Raw -3918348.184005 + Penalty 3437.945075 = -3914910.238930
  nChanged 52
		SP:Iteration 39Q (31975.170000 sec): 3 clusters
  Score: Raw -3918352.300514 + Penalty 3437.945075 = -3914914.355439
  nChanged 37
		SP:Iteration 40F (31975.630000 sec): 3 clusters
  Score: Raw -3918356.740234 + Penalty 3437.945075 = -3914918.795158
  nChanged 34
		SP:Iteration 41Q (31976.070000 sec): 3 clusters
  Score: Raw -3918358.889890 + Penalty 3437.945075 = -3914920.944815
  nChanged 27
		SP:Iteration 42Q (31976.490000 sec): 3 clusters
  Score: Raw -3918360.379345 + Penalty 3437.945075 = -3914922.434270
  nChanged 28
		SP:Iteration 43Q (31976.890000 sec): 3 clusters
  Score: Raw -3918361.879460 + Penalty 3437.945075 = -3914923.934385
  nChanged 34
		SP:Iteration 44Q (31977.340000 sec): 3 clusters
  Score: Raw -3918363.554096 + Penalty 3437.945075 = -3914925.609021
  nChanged 30
		SP:Iteration 45Q (31977.780000 sec): 3 clusters
  Score: Raw -3918364.740991 + Penalty 3437.945075 = -3914926.795916
  nChanged 20
		SP:Iteration 46Q (31978.170000 sec): 3 clusters
  Score: Raw -3918365.395759 + Penalty 3437.945075 = -3914927.450684
  nChanged 14
		SP:Iteration 47Q (31978.580000 sec): 3 clusters
  Score: Raw -3918365.735657 + Penalty 3437.945075 = -3914927.790582
  nChanged 15
		SP:Iteration 48Q (31979.010000 sec): 3 clusters
  Score: Raw -3918366.149460 + Penalty 3437.945075 = -3914928.204385
  nChanged 14
		SP:Iteration 49Q (31979.400000 sec): 3 clusters
  Score: Raw -3918366.580152 + Penalty 3437.945075 = -3914928.635077
  nChanged 9
		SP:Iteration 50Q (31979.730000 sec): 3 clusters
  Score: Raw -3918366.840484 + Penalty 3437.945075 = -3914928.895408
  nChanged 9
		SP:Iteration 51Q (31980.140000 sec): 3 clusters
  Score: Raw -3918367.114073 + Penalty 3437.945075 = -3914929.168998
  nChanged 11
		SP:Iteration 52Q (31980.480000 sec): 3 clusters
  Score: Raw -3918367.434965 + Penalty 3437.945075 = -3914929.489890
  nChanged 7
		SP:Iteration 53Q (31980.950000 sec): 3 clusters
  Score: Raw -3918367.659647 + Penalty 3437.945075 = -3914929.714572
  nChanged 6
		SP:Iteration 54Q (31981.330000 sec): 3 clusters
  Score: Raw -3918367.799904 + Penalty 3437.945075 = -3914929.854829
  nChanged 3
		SP:Iteration 55Q (31981.730000 sec): 3 clusters
  Score: Raw -3918367.860672 + Penalty 3437.945075 = -3914929.915597
  nChanged 4
		SP:Iteration 56Q (31982.110000 sec): 3 clusters
  Score: Raw -3918367.954610 + Penalty 3437.945075 = -3914930.009535
  nChanged 3
		SP:Iteration 57Q (31982.440000 sec): 3 clusters
  Score: Raw -3918368.021702 + Penalty 3437.945075 = -3914930.076627
  nChanged 0
		SP:Iteration 58F (31982.850000 sec): 3 clusters
  Score: Raw -3918368.021702 + Penalty 3437.945075 = -3914930.076627
  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 7.98 GB.

 Trying to split cluster 6 (15406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31983.020000 sec): 2 clusters
  Score: Raw -1459784.522150 + Penalty 1566.908252 = -1458217.613898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31983.270000 sec): 3 clusters
  Score: Raw -1450888.630972 + Penalty 3133.816505 = -1447754.814467
  nChanged 7100
		SP:Iteration 1F (31983.570000 sec): 3 clusters
  Score: Raw -1456806.288118 + Penalty 3133.816505 = -1453672.471613
  nChanged 2270
		SP:Iteration 2F (31983.830000 sec): 3 clusters
  Score: Raw -1462752.923716 + Penalty 3133.816505 = -1459619.107211
  nChanged 2926
		SP:Iteration 3F (31984.140000 sec): 3 clusters
  Score: Raw -1473798.373741 + Penalty 3133.816505 = -1470664.557236
  nChanged 1973
		SP:Iteration 4F (31984.430000 sec): 3 clusters
  Score: Raw -1481636.354416 + Penalty 3133.816505 = -1478502.537911
  nChanged 940
		SP:Iteration 5F (31984.670000 sec): 3 clusters
  Score: Raw -1484743.372612 + Penalty 3133.816505 = -1481609.556107
  nChanged 438
		SP:Iteration 6Q (31984.900000 sec): 3 clusters
  Score: Raw -1485034.479984 + Penalty 3133.816505 = -1481900.663479
  nChanged 190
		SP:Iteration 7Q (31985.180000 sec): 3 clusters
  Score: Raw -1485113.323394 + Penalty 3133.816505 = -1481979.506889
  nChanged 117
		SP:Iteration 8Q (31985.430000 sec): 3 clusters
  Score: Raw -1485150.275465 + Penalty 3133.816505 = -1482016.458960
  nChanged 79
		SP:Iteration 9Q (31985.720000 sec): 3 clusters
  Score: Raw -1485168.034474 + Penalty 3133.816505 = -1482034.217969
  nChanged 53
		SP:Iteration 10Q (31985.940000 sec): 3 clusters
  Score: Raw -1485176.654001 + Penalty 3133.816505 = -1482042.837496
  nChanged 32
		SP:Iteration 11Q (31986.200000 sec): 3 clusters
  Score: Raw -1485180.802807 + Penalty 3133.816505 = -1482046.986303
  nChanged 23
		SP:Iteration 12Q (31986.430000 sec): 3 clusters
  Score: Raw -1485183.065163 + Penalty 3133.816505 = -1482049.248658
  nChanged 18
		SP:Iteration 13Q (31986.710000 sec): 3 clusters
  Score: Raw -1485184.534873 + Penalty 3133.816505 = -1482050.718368
  nChanged 11
		SP:Iteration 14Q (31986.870000 sec): 3 clusters
  Score: Raw -1485185.438995 + Penalty 3133.816505 = -1482051.622491
  nChanged 10
		SP:Iteration 15Q (31987.130000 sec): 3 clusters
  Score: Raw -1485186.436973 + Penalty 3133.816505 = -1482052.620468
  nChanged 12
		SP:Iteration 16Q (31987.350000 sec): 3 clusters
  Score: Raw -1485187.671769 + Penalty 3133.816505 = -1482053.855265
  nChanged 9
		SP:Iteration 17Q (31987.610000 sec): 3 clusters
  Score: Raw -1485188.397050 + Penalty 3133.816505 = -1482054.580545
  nChanged 8
		SP:Iteration 18Q (31987.830000 sec): 3 clusters
  Score: Raw -1485189.041555 + Penalty 3133.816505 = -1482055.225050
  nChanged 4
		SP:Iteration 19Q (31988.120000 sec): 3 clusters
  Score: Raw -1485189.364289 + Penalty 3133.816505 = -1482055.547784
  nChanged 3
		SP:Iteration 20F (31988.380000 sec): 3 clusters
  Score: Raw -1485189.540995 + Penalty 3133.816505 = -1482055.724490
  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 7.98 GB.

 Trying to split cluster 7 (52301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31988.700000 sec): 2 clusters
  Score: Raw -4998502.284985 + Penalty 1765.525250 = -4996736.759735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31989.150000 sec): 3 clusters
  Score: Raw -4965134.758332 + Penalty 3531.050500 = -4961603.707831
  nChanged 24577
		SP:Iteration 1F (31989.550000 sec): 3 clusters
  Score: Raw -4979839.237484 + Penalty 3531.050500 = -4976308.186984
  nChanged 2954
		SP:Iteration 2F (31990.060000 sec): 3 clusters
  Score: Raw -4981444.716670 + Penalty 3531.050500 = -4977913.666170
  nChanged 3515
		SP:Iteration 3F (31990.510000 sec): 3 clusters
  Score: Raw -4983840.990454 + Penalty 3531.050500 = -4980309.939953
  nChanged 4023
		SP:Iteration 4F (31990.940000 sec): 3 clusters
  Score: Raw -4987231.971331 + Penalty 3531.050500 = -4983700.920831
  nChanged 4097
		SP:Iteration 5F (31991.340000 sec): 3 clusters
  Score: Raw -4991315.383454 + Penalty 3531.050500 = -4987784.332954
  nChanged 3501
		SP:Iteration 6F (31991.830000 sec): 3 clusters
  Score: Raw -4994870.014188 + Penalty 3531.050500 = -4991338.963688
  nChanged 2658
		SP:Iteration 7F (31992.240000 sec): 3 clusters
  Score: Raw -4997346.736175 + Penalty 3531.050500 = -4993815.685674
  nChanged 1944
		SP:Iteration 8Q (31992.620000 sec): 3 clusters
  Score: Raw -4999186.847055 + Penalty 3531.050500 = -4995655.796554
  nChanged 1524
		SP:Iteration 9Q (31992.980000 sec): 3 clusters
  Score: Raw -5000733.846153 + Penalty 3531.050500 = -4997202.795653
  nChanged 1234
		SP:Iteration 10Q (31993.360000 sec): 3 clusters
  Score: Raw -5001683.506934 + Penalty 3531.050500 = -4998152.456434
  nChanged 990
		SP:Iteration 11Q (31993.780000 sec): 3 clusters
  Score: Raw -5002267.112087 + Penalty 3531.050500 = -4998736.061587
  nChanged 804
		SP:Iteration 12Q (31994.200000 sec): 3 clusters
  Score: Raw -5002617.148496 + Penalty 3531.050500 = -4999086.097995
  nChanged 579
		SP:Iteration 13Q (31994.630000 sec): 3 clusters
  Score: Raw -5002816.834840 + Penalty 3531.050500 = -4999285.784340
  nChanged 447
		SP:Iteration 14Q (31995.000000 sec): 3 clusters
  Score: Raw -5002965.845171 + Penalty 3531.050500 = -4999434.794670
  nChanged 377
		SP:Iteration 15Q (31995.440000 sec): 3 clusters
  Score: Raw -5003072.723642 + Penalty 3531.050500 = -4999541.673141
  nChanged 329
		SP:Iteration 16Q (31995.910000 sec): 3 clusters
  Score: Raw -5003163.684989 + Penalty 3531.050500 = -4999632.634489
  nChanged 347
		SP:Iteration 17Q (31996.350000 sec): 3 clusters
  Score: Raw -5003258.999992 + Penalty 3531.050500 = -4999727.949492
  nChanged 352
		SP:Iteration 18Q (31996.710000 sec): 3 clusters
  Score: Raw -5003352.784587 + Penalty 3531.050500 = -4999821.734086
  nChanged 344
		SP:Iteration 19Q (31997.110000 sec): 3 clusters
  Score: Raw -5003440.818461 + Penalty 3531.050500 = -4999909.767961
  nChanged 322
		SP:Iteration 20F (31997.590000 sec): 3 clusters
  Score: Raw -5003530.733816 + Penalty 3531.050500 = -4999999.683316
  nChanged 365
		SP:Iteration 21Q (31998.030000 sec): 3 clusters
  Score: Raw -5003631.747636 + Penalty 3531.050500 = -5000100.697136
  nChanged 376
		SP:Iteration 22Q (31998.450000 sec): 3 clusters
  Score: Raw -5003736.363708 + Penalty 3531.050500 = -5000205.313207
  nChanged 408
		SP:Iteration 23Q (31998.860000 sec): 3 clusters
  Score: Raw -5003854.249056 + Penalty 3531.050500 = -5000323.198555
  nChanged 412
		SP:Iteration 24Q (31999.350000 sec): 3 clusters
  Score: Raw -5003969.462594 + Penalty 3531.050500 = -5000438.412093
  nChanged 407
		SP:Iteration 25Q (31999.760000 sec): 3 clusters
  Score: Raw -5004086.149799 + Penalty 3531.050500 = -5000555.099299
  nChanged 424
		SP:Iteration 26Q (32000.130000 sec): 3 clusters
  Score: Raw -5004220.423111 + Penalty 3531.050500 = -5000689.372610
  nChanged 434
		SP:Iteration 27Q (32000.520000 sec): 3 clusters
  Score: Raw -5004367.355850 + Penalty 3531.050500 = -5000836.305350
  nChanged 458
		SP:Iteration 28Q (32000.930000 sec): 3 clusters
  Score: Raw -5004552.629627 + Penalty 3531.050500 = -5001021.579127
  nChanged 507
		SP:Iteration 29Q (32001.310000 sec): 3 clusters
  Score: Raw -5004783.854992 + Penalty 3531.050500 = -5001252.804492
  nChanged 591
		SP:Iteration 30Q (32001.770000 sec): 3 clusters
  Score: Raw -5005149.640284 + Penalty 3531.050500 = -5001618.589784
  nChanged 812
		SP:Iteration 31Q (32002.150000 sec): 3 clusters
  Score: Raw -5005861.140755 + Penalty 3531.050500 = -5002330.090255
  nChanged 1027
		SP:Iteration 32Q (32002.660000 sec): 3 clusters
  Score: Raw -5007003.504520 + Penalty 3531.050500 = -5003472.454020
  nChanged 1043
		SP:Iteration 33Q (32003.070000 sec): 3 clusters
  Score: Raw -5008101.468344 + Penalty 3531.050500 = -5004570.417844
  nChanged 753
		SP:Iteration 34Q (32003.510000 sec): 3 clusters
  Score: Raw -5008633.977758 + Penalty 3531.050500 = -5005102.927257
  nChanged 401
		SP:Iteration 35Q (32003.890000 sec): 3 clusters
  Score: Raw -5008800.135031 + Penalty 3531.050500 = -5005269.084530
  nChanged 210
		SP:Iteration 36Q (32004.350000 sec): 3 clusters
  Score: Raw -5008845.957931 + Penalty 3531.050500 = -5005314.907431
  nChanged 118
		SP:Iteration 37Q (32004.730000 sec): 3 clusters
  Score: Raw -5008862.060484 + Penalty 3531.050500 = -5005331.009984
  nChanged 66
		SP:Iteration 38Q (32005.150000 sec): 3 clusters
  Score: Raw -5008868.045333 + Penalty 3531.050500 = -5005336.994832
  nChanged 45
		SP:Iteration 39Q (32005.560000 sec): 3 clusters
  Score: Raw -5008870.604901 + Penalty 3531.050500 = -5005339.554401
  nChanged 20
		SP:Iteration 40F (32005.990000 sec): 3 clusters
  Score: Raw -5009005.254368 + Penalty 3531.050500 = -5005474.203867
  nChanged 117
		SP:Iteration 41Q (32006.420000 sec): 3 clusters
  Score: Raw -5009035.757541 + Penalty 3531.050500 = -5005504.707040
  nChanged 66
		SP:Iteration 42Q (32006.830000 sec): 3 clusters
  Score: Raw -5009040.436218 + Penalty 3531.050500 = -5005509.385718
  nChanged 27
		SP:Iteration 43Q (32007.240000 sec): 3 clusters
  Score: Raw -5009041.251051 + Penalty 3531.050500 = -5005510.200551
  nChanged 9
		SP:Iteration 44Q (32007.620000 sec): 3 clusters
  Score: Raw -5009041.534856 + Penalty 3531.050500 = -5005510.484356
  nChanged 8
		SP:Iteration 45Q (32008.020000 sec): 3 clusters
  Score: Raw -5009041.731863 + Penalty 3531.050500 = -5005510.681363
  nChanged 5
		SP:Iteration 46Q (32008.480000 sec): 3 clusters
  Score: Raw -5009041.817852 + Penalty 3531.050500 = -5005510.767352
  nChanged 4
		SP:Iteration 47Q (32008.960000 sec): 3 clusters
  Score: Raw -5009041.925422 + Penalty 3531.050500 = -5005510.874922
  nChanged 0
		SP:Iteration 48F (32009.490000 sec): 3 clusters
  Score: Raw -5009041.925422 + Penalty 3531.050500 = -5005510.874922
  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 7.98 GB.

 Trying to split cluster 8 (45120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32009.790000 sec): 2 clusters
  Score: Raw -4625984.992250 + Penalty 1741.525644 = -4624243.466606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32010.230000 sec): 3 clusters
  Score: Raw -4597548.373251 + Penalty 3483.051288 = -4594065.321963
  nChanged 21108
		SP:Iteration 1F (32010.620000 sec): 3 clusters
  Score: Raw -4610739.539469 + Penalty 3483.051288 = -4607256.488181
  nChanged 3043
		SP:Iteration 2F (32011.020000 sec): 3 clusters
  Score: Raw -4613040.414289 + Penalty 3483.051288 = -4609557.363001
  nChanged 3448
		SP:Iteration 3F (32011.440000 sec): 3 clusters
  Score: Raw -4615782.409828 + Penalty 3483.051288 = -4612299.358540
  nChanged 3804
		SP:Iteration 4F (32011.930000 sec): 3 clusters
  Score: Raw -4619413.464893 + Penalty 3483.051288 = -4615930.413605
  nChanged 4209
		SP:Iteration 5F (32012.320000 sec): 3 clusters
  Score: Raw -4623886.255835 + Penalty 3483.051288 = -4620403.204547
  nChanged 3737
		SP:Iteration 6F (32012.750000 sec): 3 clusters
  Score: Raw -4627641.296859 + Penalty 3483.051288 = -4624158.245571
  nChanged 2879
		SP:Iteration 7F (32013.170000 sec): 3 clusters
  Score: Raw -4629788.808423 + Penalty 3483.051288 = -4626305.757135
  nChanged 1865
		SP:Iteration 8Q (32013.660000 sec): 3 clusters
  Score: Raw -4630840.592585 + Penalty 3483.051288 = -4627357.541297
  nChanged 1282
		SP:Iteration 9Q (32014.130000 sec): 3 clusters
  Score: Raw -4631474.087016 + Penalty 3483.051288 = -4627991.035728
  nChanged 954
		SP:Iteration 10Q (32014.580000 sec): 3 clusters
  Score: Raw -4631963.057417 + Penalty 3483.051288 = -4628480.006129
  nChanged 868
		SP:Iteration 11Q (32014.980000 sec): 3 clusters
  Score: Raw -4632445.101398 + Penalty 3483.051288 = -4628962.050110
  nChanged 815
		SP:Iteration 12Q (32015.340000 sec): 3 clusters
  Score: Raw -4633141.183814 + Penalty 3483.051288 = -4629658.132526
  nChanged 892
		SP:Iteration 13Q (32015.710000 sec): 3 clusters
  Score: Raw -4634850.081893 + Penalty 3483.051288 = -4631367.030605
  nChanged 980
		SP:Iteration 14Q (32016.120000 sec): 3 clusters
  Score: Raw -4636962.664482 + Penalty 3483.051288 = -4633479.613194
  nChanged 901
		SP:Iteration 15Q (32016.530000 sec): 3 clusters
  Score: Raw -4637248.289082 + Penalty 3483.051288 = -4633765.237794
  nChanged 509
		SP:Iteration 16Q (32016.940000 sec): 3 clusters
  Score: Raw -4637344.752856 + Penalty 3483.051288 = -4633861.701568
  nChanged 358
		SP:Iteration 17Q (32017.360000 sec): 3 clusters
  Score: Raw -4637420.498945 + Penalty 3483.051288 = -4633937.447657
  nChanged 275
		SP:Iteration 18Q (32017.770000 sec): 3 clusters
  Score: Raw -4637488.044895 + Penalty 3483.051288 = -4634004.993607
  nChanged 253
		SP:Iteration 19Q (32018.180000 sec): 3 clusters
  Score: Raw -4637565.475893 + Penalty 3483.051288 = -4634082.424605
  nChanged 260
		SP:Iteration 20F (32018.640000 sec): 3 clusters
  Score: Raw -4637690.917078 + Penalty 3483.051288 = -4634207.865790
  nChanged 303
		SP:Iteration 21Q (32019.000000 sec): 3 clusters
  Score: Raw -4637878.269018 + Penalty 3483.051288 = -4634395.217730
  nChanged 374
		SP:Iteration 22Q (32019.380000 sec): 3 clusters
  Score: Raw -4638135.845204 + Penalty 3483.051288 = -4634652.793915
  nChanged 415
		SP:Iteration 23Q (32019.830000 sec): 3 clusters
  Score: Raw -4638416.463924 + Penalty 3483.051288 = -4634933.412636
  nChanged 434
		SP:Iteration 24Q (32020.290000 sec): 3 clusters
  Score: Raw -4638621.548836 + Penalty 3483.051288 = -4635138.497548
  nChanged 357
		SP:Iteration 25Q (32020.690000 sec): 3 clusters
  Score: Raw -4638715.727215 + Penalty 3483.051288 = -4635232.675927
  nChanged 257
		SP:Iteration 26Q (32021.050000 sec): 3 clusters
  Score: Raw -4638759.512940 + Penalty 3483.051288 = -4635276.461652
  nChanged 165
		SP:Iteration 27Q (32021.470000 sec): 3 clusters
  Score: Raw -4638773.882283 + Penalty 3483.051288 = -4635290.830995
  nChanged 91
		SP:Iteration 28Q (32021.900000 sec): 3 clusters
  Score: Raw -4638778.250974 + Penalty 3483.051288 = -4635295.199686
  nChanged 49
		SP:Iteration 29Q (32022.300000 sec): 3 clusters
  Score: Raw -4638779.893397 + Penalty 3483.051288 = -4635296.842109
  nChanged 17
		SP:Iteration 30Q (32022.720000 sec): 3 clusters
  Score: Raw -4638780.330018 + Penalty 3483.051288 = -4635297.278730
  nChanged 13
		SP:Iteration 31Q (32023.150000 sec): 3 clusters
  Score: Raw -4638780.673547 + Penalty 3483.051288 = -4635297.622259
  nChanged 11
		SP:Iteration 32Q (32023.550000 sec): 3 clusters
  Score: Raw -4638781.000398 + Penalty 3483.051288 = -4635297.949110
  nChanged 8
		SP:Iteration 33Q (32023.920000 sec): 3 clusters
  Score: Raw -4638781.221691 + Penalty 3483.051288 = -4635298.170403
  nChanged 6
		SP:Iteration 34Q (32024.370000 sec): 3 clusters
  Score: Raw -4638781.414977 + Penalty 3483.051288 = -4635298.363689
  nChanged 3
		SP:Iteration 35Q (32024.770000 sec): 3 clusters
  Score: Raw -4638781.475375 + Penalty 3483.051288 = -4635298.424087
  nChanged 1
		SP:Iteration 36Q (32025.210000 sec): 3 clusters
  Score: Raw -4638781.505154 + Penalty 3483.051288 = -4635298.453866
  nChanged 2
		SP:Iteration 37Q (32025.600000 sec): 3 clusters
  Score: Raw -4638781.537788 + Penalty 3483.051288 = -4635298.486500
  nChanged 3
		SP:Iteration 38Q (32026.010000 sec): 3 clusters
  Score: Raw -4638781.591229 + Penalty 3483.051288 = -4635298.539941
  nChanged 2
		SP:Iteration 39Q (32026.380000 sec): 3 clusters
  Score: Raw -4638781.653869 + Penalty 3483.051288 = -4635298.602581
  nChanged 2
		SP:Iteration 40F (32026.690000 sec): 3 clusters
  Score: Raw -4638781.694352 + Penalty 3483.051288 = -4635298.643064
  nChanged 1
		SP:Iteration 41Q (32027.030000 sec): 3 clusters
  Score: Raw -4638781.709967 + Penalty 3483.051288 = -4635298.658679
  nChanged 1
		SP:Iteration 42Q (32027.440000 sec): 3 clusters
  Score: Raw -4638781.734413 + Penalty 3483.051288 = -4635298.683125
  nChanged 3
		SP:Iteration 43Q (32027.810000 sec): 3 clusters
  Score: Raw -4638781.788155 + Penalty 3483.051288 = -4635298.736867
  nChanged 3
		SP:Iteration 44Q (32028.220000 sec): 3 clusters
  Score: Raw -4638781.844289 + Penalty 3483.051288 = -4635298.793001
  nChanged 1
		SP:Iteration 45Q (32028.660000 sec): 3 clusters
  Score: Raw -4638781.880091 + Penalty 3483.051288 = -4635298.828803
  nChanged 4
		SP:Iteration 46Q (32029.030000 sec): 3 clusters
  Score: Raw -4638781.948751 + Penalty 3483.051288 = -4635298.897463
  nChanged 1
		SP:Iteration 47Q (32029.410000 sec): 3 clusters
  Score: Raw -4638781.971452 + Penalty 3483.051288 = -4635298.920164
  nChanged 2
		SP:Iteration 48Q (32029.790000 sec): 3 clusters
  Score: Raw -4638782.021910 + Penalty 3483.051288 = -4635298.970622
  nChanged 2
		SP:Iteration 49Q (32030.200000 sec): 3 clusters
  Score: Raw -4638782.077985 + Penalty 3483.051288 = -4635299.026697
  nChanged 1
		SP:Iteration 50Q (32030.570000 sec): 3 clusters
  Score: Raw -4638782.117769 + Penalty 3483.051288 = -4635299.066481
  nChanged 0
		SP:Iteration 51F (32030.930000 sec): 3 clusters
  Score: Raw -4638782.117769 + Penalty 3483.051288 = -4635299.066481
  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 7.98 GB.

 Trying to split cluster 9 (46927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32031.180000 sec): 2 clusters
  Score: Raw -4973113.430164 + Penalty 1747.906628 = -4971365.523536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32031.640000 sec): 3 clusters
  Score: Raw -4943512.050033 + Penalty 3495.813257 = -4940016.236777
  nChanged 21913
		SP:Iteration 1F (32032.040000 sec): 3 clusters
  Score: Raw -4956683.543900 + Penalty 3495.813257 = -4953187.730644
  nChanged 3122
		SP:Iteration 2F (32032.440000 sec): 3 clusters
  Score: Raw -4958554.730337 + Penalty 3495.813257 = -4955058.917080
  nChanged 3771
		SP:Iteration 3F (32032.910000 sec): 3 clusters
  Score: Raw -4961419.564669 + Penalty 3495.813257 = -4957923.751413
  nChanged 4106
		SP:Iteration 4F (32033.360000 sec): 3 clusters
  Score: Raw -4964767.343837 + Penalty 3495.813257 = -4961271.530580
  nChanged 3552
		SP:Iteration 5F (32033.740000 sec): 3 clusters
  Score: Raw -4967685.717358 + Penalty 3495.813257 = -4964189.904101
  nChanged 2576
		SP:Iteration 6F (32034.130000 sec): 3 clusters
  Score: Raw -4969780.056850 + Penalty 3495.813257 = -4966284.243593
  nChanged 1813
		SP:Iteration 7Q (32034.540000 sec): 3 clusters
  Score: Raw -4971535.175850 + Penalty 3495.813257 = -4968039.362593
  nChanged 1297
		SP:Iteration 8Q (32034.940000 sec): 3 clusters
  Score: Raw -4973048.440206 + Penalty 3495.813257 = -4969552.626950
  nChanged 973
		SP:Iteration 9Q (32035.380000 sec): 3 clusters
  Score: Raw -4973998.028283 + Penalty 3495.813257 = -4970502.215027
  nChanged 655
		SP:Iteration 10Q (32035.750000 sec): 3 clusters
  Score: Raw -4974352.468057 + Penalty 3495.813257 = -4970856.654800
  nChanged 401
		SP:Iteration 11Q (32036.100000 sec): 3 clusters
  Score: Raw -4974495.637601 + Penalty 3495.813257 = -4970999.824344
  nChanged 252
		SP:Iteration 12Q (32036.420000 sec): 3 clusters
  Score: Raw -4974568.225563 + Penalty 3495.813257 = -4971072.412306
  nChanged 170
		SP:Iteration 13Q (32036.820000 sec): 3 clusters
  Score: Raw -4974609.064182 + Penalty 3495.813257 = -4971113.250926
  nChanged 125
		SP:Iteration 14Q (32037.180000 sec): 3 clusters
  Score: Raw -4974631.134433 + Penalty 3495.813257 = -4971135.321176
  nChanged 90
		SP:Iteration 15Q (32037.610000 sec): 3 clusters
  Score: Raw -4974645.508234 + Penalty 3495.813257 = -4971149.694977
  nChanged 75
		SP:Iteration 16Q (32038.020000 sec): 3 clusters
  Score: Raw -4974655.000075 + Penalty 3495.813257 = -4971159.186818
  nChanged 50
		SP:Iteration 17Q (32038.330000 sec): 3 clusters
  Score: Raw -4974659.904852 + Penalty 3495.813257 = -4971164.091595
  nChanged 33
		SP:Iteration 18Q (32038.740000 sec): 3 clusters
  Score: Raw -4974663.131152 + Penalty 3495.813257 = -4971167.317895
  nChanged 30
		SP:Iteration 19Q (32039.130000 sec): 3 clusters
  Score: Raw -4974666.659140 + Penalty 3495.813257 = -4971170.845884
  nChanged 24
		SP:Iteration 20F (32039.530000 sec): 3 clusters
  Score: Raw -4974669.022461 + Penalty 3495.813257 = -4971173.209204
  nChanged 21
		SP:Iteration 21Q (32039.960000 sec): 3 clusters
  Score: Raw -4974671.035936 + Penalty 3495.813257 = -4971175.222679
  nChanged 21
		SP:Iteration 22Q (32040.360000 sec): 3 clusters
  Score: Raw -4974672.519519 + Penalty 3495.813257 = -4971176.706263
  nChanged 13
		SP:Iteration 23Q (32040.800000 sec): 3 clusters
  Score: Raw -4974673.353002 + Penalty 3495.813257 = -4971177.539746
  nChanged 10
		SP:Iteration 24Q (32041.170000 sec): 3 clusters
  Score: Raw -4974673.723716 + Penalty 3495.813257 = -4971177.910459
  nChanged 7
		SP:Iteration 25Q (32041.600000 sec): 3 clusters
  Score: Raw -4974674.252237 + Penalty 3495.813257 = -4971178.438980
  nChanged 3
		SP:Iteration 26Q (32041.930000 sec): 3 clusters
  Score: Raw -4974674.380256 + Penalty 3495.813257 = -4971178.567000
  nChanged 3
		SP:Iteration 27Q (32042.320000 sec): 3 clusters
  Score: Raw -4974674.630700 + Penalty 3495.813257 = -4971178.817443
  nChanged 2
		SP:Iteration 28Q (32042.680000 sec): 3 clusters
  Score: Raw -4974674.747364 + Penalty 3495.813257 = -4971178.934108
  nChanged 4
		SP:Iteration 29Q (32043.070000 sec): 3 clusters
  Score: Raw -4974674.882152 + Penalty 3495.813257 = -4971179.068895
  nChanged 3
		SP:Iteration 30Q (32043.440000 sec): 3 clusters
  Score: Raw -4974675.183246 + Penalty 3495.813257 = -4971179.369989
  nChanged 3
		SP:Iteration 31Q (32043.800000 sec): 3 clusters
  Score: Raw -4974675.367688 + Penalty 3495.813257 = -4971179.554432
  nChanged 2
		SP:Iteration 32Q (32044.230000 sec): 3 clusters
  Score: Raw -4974675.416743 + Penalty 3495.813257 = -4971179.603487
  nChanged 3
		SP:Iteration 33Q (32044.630000 sec): 3 clusters
  Score: Raw -4974675.523669 + Penalty 3495.813257 = -4971179.710413
  nChanged 0
		SP:Iteration 34F (32044.980000 sec): 3 clusters
  Score: Raw -4974675.523669 + Penalty 3495.813257 = -4971179.710413
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (15907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32045.140000 sec): 2 clusters
  Score: Raw -1482582.799491 + Penalty 1572.108613 = -1481010.690878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32045.400000 sec): 3 clusters
  Score: Raw -1473676.833047 + Penalty 3144.217226 = -1470532.615821
  nChanged 7280
		SP:Iteration 1F (32045.680000 sec): 3 clusters
  Score: Raw -1485699.091747 + Penalty 3144.217226 = -1482554.874521
  nChanged 3144
		SP:Iteration 2F (32045.920000 sec): 3 clusters
  Score: Raw -1495850.523038 + Penalty 3144.217226 = -1492706.305812
  nChanged 1873
		SP:Iteration 3F (32046.240000 sec): 3 clusters
  Score: Raw -1502313.420358 + Penalty 3144.217226 = -1499169.203132
  nChanged 848
		SP:Iteration 4F (32046.470000 sec): 3 clusters
  Score: Raw -1503988.546854 + Penalty 3144.217226 = -1500844.329628
  nChanged 409
		SP:Iteration 5Q (32046.690000 sec): 3 clusters
  Score: Raw -1504296.480214 + Penalty 3144.217226 = -1501152.262987
  nChanged 223
		SP:Iteration 6Q (32046.930000 sec): 3 clusters
  Score: Raw -1504386.832495 + Penalty 3144.217226 = -1501242.615268
  nChanged 140
		SP:Iteration 7Q (32047.170000 sec): 3 clusters
  Score: Raw -1504427.763938 + Penalty 3144.217226 = -1501283.546711
  nChanged 110
		SP:Iteration 8Q (32047.430000 sec): 3 clusters
  Score: Raw -1504453.668125 + Penalty 3144.217226 = -1501309.450899
  nChanged 75
		SP:Iteration 9Q (32047.690000 sec): 3 clusters
  Score: Raw -1504468.496903 + Penalty 3144.217226 = -1501324.279677
  nChanged 62
		SP:Iteration 10Q (32047.970000 sec): 3 clusters
  Score: Raw -1504477.669884 + Penalty 3144.217226 = -1501333.452658
  nChanged 37
		SP:Iteration 11Q (32048.230000 sec): 3 clusters
  Score: Raw -1504482.872952 + Penalty 3144.217226 = -1501338.655726
  nChanged 35
		SP:Iteration 12Q (32048.510000 sec): 3 clusters
  Score: Raw -1504486.827979 + Penalty 3144.217226 = -1501342.610752
  nChanged 25
		SP:Iteration 13Q (32048.740000 sec): 3 clusters
  Score: Raw -1504489.404749 + Penalty 3144.217226 = -1501345.187523
  nChanged 10
		SP:Iteration 14Q (32048.980000 sec): 3 clusters
  Score: Raw -1504490.332990 + Penalty 3144.217226 = -1501346.115763
  nChanged 6
		SP:Iteration 15Q (32049.240000 sec): 3 clusters
  Score: Raw -1504490.828843 + Penalty 3144.217226 = -1501346.611617
  nChanged 1
		SP:Iteration 16Q (32049.520000 sec): 3 clusters
  Score: Raw -1504490.890787 + Penalty 3144.217226 = -1501346.673561
  nChanged 0
		SP:Iteration 17F (32049.770000 sec): 3 clusters
  Score: Raw -1504490.890787 + Penalty 3144.217226 = -1501346.673561
  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 7.98 GB.

 Trying to split cluster 11 (15218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32049.940000 sec): 2 clusters
  Score: Raw -1477579.956426 + Penalty 1564.913060 = -1476015.043366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32050.160000 sec): 3 clusters
  Score: Raw -1468749.648138 + Penalty 3129.826120 = -1465619.822017
  nChanged 6801
		SP:Iteration 1F (32050.450000 sec): 3 clusters
  Score: Raw -1474857.804915 + Penalty 3129.826120 = -1471727.978795
  nChanged 2312
		SP:Iteration 2F (32050.660000 sec): 3 clusters
  Score: Raw -1480180.390922 + Penalty 3129.826120 = -1477050.564802
  nChanged 2100
		SP:Iteration 3F (32050.890000 sec): 3 clusters
  Score: Raw -1483950.031728 + Penalty 3129.826120 = -1480820.205607
  nChanged 1179
		SP:Iteration 4F (32051.140000 sec): 3 clusters
  Score: Raw -1485208.896788 + Penalty 3129.826120 = -1482079.070668
  nChanged 632
		SP:Iteration 5Q (32051.430000 sec): 3 clusters
  Score: Raw -1485625.095059 + Penalty 3129.826120 = -1482495.268939
  nChanged 399
		SP:Iteration 6Q (32051.640000 sec): 3 clusters
  Score: Raw -1485916.483210 + Penalty 3129.826120 = -1482786.657090
  nChanged 335
		SP:Iteration 7Q (32051.860000 sec): 3 clusters
  Score: Raw -1486195.973873 + Penalty 3129.826120 = -1483066.147753
  nChanged 294
		SP:Iteration 8Q (32052.110000 sec): 3 clusters
  Score: Raw -1486515.593227 + Penalty 3129.826120 = -1483385.767106
  nChanged 357
		SP:Iteration 9Q (32052.350000 sec): 3 clusters
  Score: Raw -1487023.143617 + Penalty 3129.826120 = -1483893.317496
  nChanged 395
		SP:Iteration 10Q (32052.560000 sec): 3 clusters
  Score: Raw -1487584.025081 + Penalty 3129.826120 = -1484454.198960
  nChanged 386
		SP:Iteration 11Q (32052.800000 sec): 3 clusters
  Score: Raw -1488038.164027 + Penalty 3129.826120 = -1484908.337907
  nChanged 384
		SP:Iteration 12Q (32053.010000 sec): 3 clusters
  Score: Raw -1488395.878920 + Penalty 3129.826120 = -1485266.052799
  nChanged 366
		SP:Iteration 13Q (32053.220000 sec): 3 clusters
  Score: Raw -1488722.872011 + Penalty 3129.826120 = -1485593.045890
  nChanged 379
		SP:Iteration 14Q (32053.460000 sec): 3 clusters
  Score: Raw -1489165.855572 + Penalty 3129.826120 = -1486036.029452
  nChanged 440
		SP:Iteration 15Q (32053.650000 sec): 3 clusters
  Score: Raw -1490069.305656 + Penalty 3129.826120 = -1486939.479535
  nChanged 452
		SP:Iteration 16Q (32053.880000 sec): 3 clusters
  Score: Raw -1491766.570831 + Penalty 3129.826120 = -1488636.744711
  nChanged 339
		SP:Iteration 17Q (32054.130000 sec): 3 clusters
  Score: Raw -1492876.621605 + Penalty 3129.826120 = -1489746.795485
  nChanged 236
		SP:Iteration 18Q (32054.400000 sec): 3 clusters
  Score: Raw -1493142.548206 + Penalty 3129.826120 = -1490012.722086
  nChanged 135
		SP:Iteration 19Q (32054.610000 sec): 3 clusters
  Score: Raw -1493218.402181 + Penalty 3129.826120 = -1490088.576061
  nChanged 113
		SP:Iteration 20F (32054.820000 sec): 3 clusters
  Score: Raw -1493277.798188 + Penalty 3129.826120 = -1490147.972068
  nChanged 85
		SP:Iteration 21Q (32055.080000 sec): 3 clusters
  Score: Raw -1493308.692440 + Penalty 3129.826120 = -1490178.866319
  nChanged 57
		SP:Iteration 22Q (32055.310000 sec): 3 clusters
  Score: Raw -1493322.330192 + Penalty 3129.826120 = -1490192.504072
  nChanged 24
		SP:Iteration 23Q (32055.540000 sec): 3 clusters
  Score: Raw -1493325.628288 + Penalty 3129.826120 = -1490195.802168
  nChanged 11
		SP:Iteration 24Q (32055.780000 sec): 3 clusters
  Score: Raw -1493327.204134 + Penalty 3129.826120 = -1490197.378014
  nChanged 13
		SP:Iteration 25Q (32056.010000 sec): 3 clusters
  Score: Raw -1493328.962518 + Penalty 3129.826120 = -1490199.136397
  nChanged 7
		SP:Iteration 26Q (32056.250000 sec): 3 clusters
  Score: Raw -1493329.811583 + Penalty 3129.826120 = -1490199.985463
  nChanged 5
		SP:Iteration 27Q (32056.490000 sec): 3 clusters
  Score: Raw -1493330.700679 + Penalty 3129.826120 = -1490200.874559
  nChanged 6
		SP:Iteration 28Q (32056.740000 sec): 3 clusters
  Score: Raw -1493331.576644 + Penalty 3129.826120 = -1490201.750524
  nChanged 3
		SP:Iteration 29Q (32056.960000 sec): 3 clusters
  Score: Raw -1493331.890868 + Penalty 3129.826120 = -1490202.064748
  nChanged 4
		SP:Iteration 30Q (32057.220000 sec): 3 clusters
  Score: Raw -1493332.234007 + Penalty 3129.826120 = -1490202.407886
  nChanged 1
		SP:Iteration 31Q (32057.450000 sec): 3 clusters
  Score: Raw -1493332.297013 + Penalty 3129.826120 = -1490202.470893
  nChanged 0
		SP:Iteration 32F (32057.710000 sec): 3 clusters
  Score: Raw -1493332.297013 + Penalty 3129.826120 = -1490202.470893
  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 7.98 GB.

 Trying to split cluster 12 (15540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32057.910000 sec): 2 clusters
  Score: Raw -1426586.146393 + Penalty 1568.315551 = -1425017.830842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32058.140000 sec): 3 clusters
  Score: Raw -1417568.196587 + Penalty 3136.631103 = -1414431.565484
  nChanged 6939
		SP:Iteration 1F (32058.370000 sec): 3 clusters
  Score: Raw -1421860.793501 + Penalty 3136.631103 = -1418724.162398
  nChanged 1230
		SP:Iteration 2F (32058.600000 sec): 3 clusters
  Score: Raw -1422807.875596 + Penalty 3136.631103 = -1419671.244493
  nChanged 1199
		SP:Iteration 3F (32058.800000 sec): 3 clusters
  Score: Raw -1423718.201861 + Penalty 3136.631103 = -1420581.570758
  nChanged 1154
		SP:Iteration 4F (32059.060000 sec): 3 clusters
  Score: Raw -1424582.471660 + Penalty 3136.631103 = -1421445.840557
  nChanged 1019
		SP:Iteration 5F (32059.280000 sec): 3 clusters
  Score: Raw -1425374.335187 + Penalty 3136.631103 = -1422237.704085
  nChanged 946
		SP:Iteration 6F (32059.520000 sec): 3 clusters
  Score: Raw -1426111.146111 + Penalty 3136.631103 = -1422974.515008
  nChanged 904
		SP:Iteration 7F (32059.750000 sec): 3 clusters
  Score: Raw -1426911.604947 + Penalty 3136.631103 = -1423774.973844
  nChanged 821
		SP:Iteration 8F (32059.990000 sec): 3 clusters
  Score: Raw -1427762.495979 + Penalty 3136.631103 = -1424625.864876
  nChanged 662
		SP:Iteration 9Q (32060.220000 sec): 3 clusters
  Score: Raw -1428430.398665 + Penalty 3136.631103 = -1425293.767562
  nChanged 444
		SP:Iteration 10Q (32060.470000 sec): 3 clusters
  Score: Raw -1428747.492233 + Penalty 3136.631103 = -1425610.861130
  nChanged 282
		SP:Iteration 11Q (32060.730000 sec): 3 clusters
  Score: Raw -1428871.596812 + Penalty 3136.631103 = -1425734.965709
  nChanged 191
		SP:Iteration 12Q (32060.970000 sec): 3 clusters
  Score: Raw -1428931.022489 + Penalty 3136.631103 = -1425794.391386
  nChanged 118
		SP:Iteration 13Q (32061.190000 sec): 3 clusters
  Score: Raw -1428959.965661 + Penalty 3136.631103 = -1425823.334558
  nChanged 89
		SP:Iteration 14Q (32061.450000 sec): 3 clusters
  Score: Raw -1428981.448623 + Penalty 3136.631103 = -1425844.817520
  nChanged 77
		SP:Iteration 15Q (32061.680000 sec): 3 clusters
  Score: Raw -1429000.247192 + Penalty 3136.631103 = -1425863.616089
  nChanged 71
		SP:Iteration 16Q (32061.890000 sec): 3 clusters
  Score: Raw -1429013.026015 + Penalty 3136.631103 = -1425876.394913
  nChanged 41
		SP:Iteration 17Q (32062.160000 sec): 3 clusters
  Score: Raw -1429017.670417 + Penalty 3136.631103 = -1425881.039314
  nChanged 26
		SP:Iteration 18Q (32062.400000 sec): 3 clusters
  Score: Raw -1429020.019269 + Penalty 3136.631103 = -1425883.388167
  nChanged 14
		SP:Iteration 19Q (32062.690000 sec): 3 clusters
  Score: Raw -1429021.383562 + Penalty 3136.631103 = -1425884.752459
  nChanged 11
		SP:Iteration 20F (32062.910000 sec): 3 clusters
  Score: Raw -1429022.280122 + Penalty 3136.631103 = -1425885.649019
  nChanged 13
		SP:Iteration 21Q (32063.150000 sec): 3 clusters
  Score: Raw -1429023.478807 + Penalty 3136.631103 = -1425886.847704
  nChanged 16
		SP:Iteration 22Q (32063.420000 sec): 3 clusters
  Score: Raw -1429024.625363 + Penalty 3136.631103 = -1425887.994260
  nChanged 15
		SP:Iteration 23Q (32063.660000 sec): 3 clusters
  Score: Raw -1429025.718220 + Penalty 3136.631103 = -1425889.087117
  nChanged 8
		SP:Iteration 24Q (32063.850000 sec): 3 clusters
  Score: Raw -1429026.246866 + Penalty 3136.631103 = -1425889.615763
  nChanged 4
		SP:Iteration 25Q (32064.100000 sec): 3 clusters
  Score: Raw -1429026.849395 + Penalty 3136.631103 = -1425890.218292
  nChanged 8
		SP:Iteration 26Q (32064.350000 sec): 3 clusters
  Score: Raw -1429027.803161 + Penalty 3136.631103 = -1425891.172058
  nChanged 8
		SP:Iteration 27Q (32064.540000 sec): 3 clusters
  Score: Raw -1429028.735641 + Penalty 3136.631103 = -1425892.104538
  nChanged 4
		SP:Iteration 28Q (32064.740000 sec): 3 clusters
  Score: Raw -1429028.987237 + Penalty 3136.631103 = -1425892.356135
  nChanged 2
		SP:Iteration 29Q (32064.970000 sec): 3 clusters
  Score: Raw -1429029.188704 + Penalty 3136.631103 = -1425892.557601
  nChanged 2
		SP:Iteration 30Q (32065.190000 sec): 3 clusters
  Score: Raw -1429029.332470 + Penalty 3136.631103 = -1425892.701368
  nChanged 1
		SP:Iteration 31Q (32065.460000 sec): 3 clusters
  Score: Raw -1429029.355883 + Penalty 3136.631103 = -1425892.724780
  nChanged 1
		SP:Iteration 32Q (32065.690000 sec): 3 clusters
  Score: Raw -1429029.418774 + Penalty 3136.631103 = -1425892.787671
  nChanged 1
		SP:Iteration 33Q (32065.950000 sec): 3 clusters
  Score: Raw -1429029.511680 + Penalty 3136.631103 = -1425892.880577
  nChanged 0
		SP:Iteration 34F (32066.210000 sec): 3 clusters
  Score: Raw -1429029.511680 + Penalty 3136.631103 = -1425892.880577
  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 7.98 GB.

 Trying to split cluster 13 (82013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32066.700000 sec): 2 clusters
  Score: Raw -7387227.129418 + Penalty 1838.627871 = -7385388.501548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32067.310000 sec): 3 clusters
  Score: Raw -7334774.812823 + Penalty 3677.255741 = -7331097.557082
  nChanged 38829
		SP:Iteration 1F (32067.920000 sec): 3 clusters
  Score: Raw -7361265.578211 + Penalty 3677.255741 = -7357588.322470
  nChanged 5950
		SP:Iteration 2F (32068.580000 sec): 3 clusters
  Score: Raw -7364541.666018 + Penalty 3677.255741 = -7360864.410276
  nChanged 5589
		SP:Iteration 3F (32069.130000 sec): 3 clusters
  Score: Raw -7367475.981713 + Penalty 3677.255741 = -7363798.725972
  nChanged 5061
		SP:Iteration 4F (32069.760000 sec): 3 clusters
  Score: Raw -7369761.583078 + Penalty 3677.255741 = -7366084.327337
  nChanged 4281
		SP:Iteration 5F (32070.350000 sec): 3 clusters
  Score: Raw -7371439.752045 + Penalty 3677.255741 = -7367762.496303
  nChanged 3522
		SP:Iteration 6Q (32071.000000 sec): 3 clusters
  Score: Raw -7372691.302937 + Penalty 3677.255741 = -7369014.047196
  nChanged 2926
		SP:Iteration 7Q (32071.570000 sec): 3 clusters
  Score: Raw -7373614.266498 + Penalty 3677.255741 = -7369937.010757
  nChanged 2413
		SP:Iteration 8Q (32072.240000 sec): 3 clusters
  Score: Raw -7374343.239486 + Penalty 3677.255741 = -7370665.983745
  nChanged 2129
		SP:Iteration 9Q (32072.840000 sec): 3 clusters
  Score: Raw -7374977.631390 + Penalty 3677.255741 = -7371300.375649
  nChanged 2006
		SP:Iteration 10Q (32073.420000 sec): 3 clusters
  Score: Raw -7375556.741551 + Penalty 3677.255741 = -7371879.485809
  nChanged 1858
		SP:Iteration 11Q (32074.000000 sec): 3 clusters
  Score: Raw -7376033.991400 + Penalty 3677.255741 = -7372356.735658
  nChanged 1662
		SP:Iteration 12Q (32074.610000 sec): 3 clusters
  Score: Raw -7376444.599637 + Penalty 3677.255741 = -7372767.343896
  nChanged 1509
		SP:Iteration 13Q (32075.180000 sec): 3 clusters
  Score: Raw -7376840.335676 + Penalty 3677.255741 = -7373163.079935
  nChanged 1481
		SP:Iteration 14Q (32075.720000 sec): 3 clusters
  Score: Raw -7377216.602957 + Penalty 3677.255741 = -7373539.347216
  nChanged 1436
		SP:Iteration 15Q (32076.280000 sec): 3 clusters
  Score: Raw -7377566.066143 + Penalty 3677.255741 = -7373888.810402
  nChanged 1356
		SP:Iteration 16Q (32076.870000 sec): 3 clusters
  Score: Raw -7377888.013487 + Penalty 3677.255741 = -7374210.757746
  nChanged 1341
		SP:Iteration 17Q (32077.440000 sec): 3 clusters
  Score: Raw -7378223.687929 + Penalty 3677.255741 = -7374546.432187
  nChanged 1275
		SP:Iteration 18Q (32078.050000 sec): 3 clusters
  Score: Raw -7378542.135704 + Penalty 3677.255741 = -7374864.879962
  nChanged 1274
		SP:Iteration 19Q (32078.620000 sec): 3 clusters
  Score: Raw -7378863.239017 + Penalty 3677.255741 = -7375185.983276
  nChanged 1263
		SP:Iteration 20F (32079.240000 sec): 3 clusters
  Score: Raw -7379171.212526 + Penalty 3677.255741 = -7375493.956785
  nChanged 1230
		SP:Iteration 21Q (32079.800000 sec): 3 clusters
  Score: Raw -7379479.764325 + Penalty 3677.255741 = -7375802.508584
  nChanged 1281
		SP:Iteration 22Q (32080.370000 sec): 3 clusters
  Score: Raw -7379832.366716 + Penalty 3677.255741 = -7376155.110975
  nChanged 1313
		SP:Iteration 23Q (32080.890000 sec): 3 clusters
  Score: Raw -7380227.471639 + Penalty 3677.255741 = -7376550.215897
  nChanged 1432
		SP:Iteration 24Q (32081.520000 sec): 3 clusters
  Score: Raw -7380704.703157 + Penalty 3677.255741 = -7377027.447415
  nChanged 1496
		SP:Iteration 25Q (32082.050000 sec): 3 clusters
  Score: Raw -7381230.047582 + Penalty 3677.255741 = -7377552.791841
  nChanged 1574
		SP:Iteration 26Q (32082.620000 sec): 3 clusters
  Score: Raw -7381849.175575 + Penalty 3677.255741 = -7378171.919834
  nChanged 1691
		SP:Iteration 27Q (32083.210000 sec): 3 clusters
  Score: Raw -7382548.853803 + Penalty 3677.255741 = -7378871.598061
  nChanged 1725
		SP:Iteration 28Q (32083.800000 sec): 3 clusters
  Score: Raw -7383354.783767 + Penalty 3677.255741 = -7379677.528026
  nChanged 1855
		SP:Iteration 29Q (32084.390000 sec): 3 clusters
  Score: Raw -7384262.701194 + Penalty 3677.255741 = -7380585.445452
  nChanged 1766
		SP:Iteration 30Q (32085.030000 sec): 3 clusters
  Score: Raw -7385145.167801 + Penalty 3677.255741 = -7381467.912060
  nChanged 1744
		SP:Iteration 31Q (32085.650000 sec): 3 clusters
  Score: Raw -7386034.166130 + Penalty 3677.255741 = -7382356.910389
  nChanged 1670
		SP:Iteration 32Q (32086.270000 sec): 3 clusters
  Score: Raw -7386894.560048 + Penalty 3677.255741 = -7383217.304307
  nChanged 1561
		SP:Iteration 33Q (32086.870000 sec): 3 clusters
  Score: Raw -7387723.910525 + Penalty 3677.255741 = -7384046.654783
  nChanged 1477
		SP:Iteration 34Q (32087.440000 sec): 3 clusters
  Score: Raw -7388513.590563 + Penalty 3677.255741 = -7384836.334822
  nChanged 1364
		SP:Iteration 35Q (32087.950000 sec): 3 clusters
  Score: Raw -7389239.950501 + Penalty 3677.255741 = -7385562.694759
  nChanged 1211
		SP:Iteration 36Q (32088.480000 sec): 3 clusters
  Score: Raw -7389918.700257 + Penalty 3677.255741 = -7386241.444515
  nChanged 1128
		SP:Iteration 37Q (32089.010000 sec): 3 clusters
  Score: Raw -7390593.842239 + Penalty 3677.255741 = -7386916.586497
  nChanged 1014
		SP:Iteration 38Q (32089.510000 sec): 3 clusters
  Score: Raw -7391258.424452 + Penalty 3677.255741 = -7387581.168711
  nChanged 875
		SP:Iteration 39Q (32089.990000 sec): 3 clusters
  Score: Raw -7391933.800277 + Penalty 3677.255741 = -7388256.544536
  nChanged 789
		SP:Iteration 40F (32090.530000 sec): 3 clusters
  Score: Raw -7392828.006556 + Penalty 3677.255741 = -7389150.750814
  nChanged 647
		SP:Iteration 41Q (32091.070000 sec): 3 clusters
  Score: Raw -7393677.105538 + Penalty 3677.255741 = -7389999.849797
  nChanged 520
		SP:Iteration 42Q (32091.530000 sec): 3 clusters
  Score: Raw -7394345.097196 + Penalty 3677.255741 = -7390667.841455
  nChanged 389
		SP:Iteration 43Q (32092.030000 sec): 3 clusters
  Score: Raw -7394667.946935 + Penalty 3677.255741 = -7390990.691193
  nChanged 196
		SP:Iteration 44Q (32092.520000 sec): 3 clusters
  Score: Raw -7394776.378796 + Penalty 3677.255741 = -7391099.123055
  nChanged 119
		SP:Iteration 45Q (32093.010000 sec): 3 clusters
  Score: Raw -7394814.592311 + Penalty 3677.255741 = -7391137.336570
  nChanged 66
		SP:Iteration 46Q (32093.550000 sec): 3 clusters
  Score: Raw -7394843.675107 + Penalty 3677.255741 = -7391166.419365
  nChanged 36
		SP:Iteration 47Q (32094.130000 sec): 3 clusters
  Score: Raw -7394852.176642 + Penalty 3677.255741 = -7391174.920901
  nChanged 22
		SP:Iteration 48Q (32094.590000 sec): 3 clusters
  Score: Raw -7394857.616924 + Penalty 3677.255741 = -7391180.361183
  nChanged 10
		SP:Iteration 49Q (32095.080000 sec): 3 clusters
  Score: Raw -7394859.205794 + Penalty 3677.255741 = -7391181.950053
  nChanged 3
		SP:Iteration 50Q (32095.630000 sec): 3 clusters
  Score: Raw -7394859.950704 + Penalty 3677.255741 = -7391182.694962
  nChanged 5
		SP:Iteration 51Q (32096.180000 sec): 3 clusters
  Score: Raw -7394860.935593 + Penalty 3677.255741 = -7391183.679852
  nChanged 4
		SP:Iteration 52Q (32096.730000 sec): 3 clusters
  Score: Raw -7394861.550620 + Penalty 3677.255741 = -7391184.294879
  nChanged 2
		SP:Iteration 53Q (32097.320000 sec): 3 clusters
  Score: Raw -7394861.791123 + Penalty 3677.255741 = -7391184.535382
  nChanged 1
		SP:Iteration 54Q (32097.890000 sec): 3 clusters
  Score: Raw -7394861.848043 + Penalty 3677.255741 = -7391184.592302
  nChanged 0
		SP:Iteration 55F (32098.440000 sec): 3 clusters
  Score: Raw -7395229.314877 + Penalty 3677.255741 = -7391552.059136
  nChanged 124
		SP:Iteration 56Q (32098.950000 sec): 3 clusters
  Score: Raw -7395557.835647 + Penalty 3677.255741 = -7391880.579906
  nChanged 185
		SP:Iteration 57Q (32099.500000 sec): 3 clusters
  Score: Raw -7395699.108143 + Penalty 3677.255741 = -7392021.852401
  nChanged 154
		SP:Iteration 58Q (32100.080000 sec): 3 clusters
  Score: Raw -7395754.603689 + Penalty 3677.255741 = -7392077.347948
  nChanged 80
		SP:Iteration 59Q (32100.600000 sec): 3 clusters
  Score: Raw -7395775.526633 + Penalty 3677.255741 = -7392098.270892
  nChanged 46
		SP:Iteration 60F (32101.190000 sec): 3 clusters
  Score: Raw -7395784.113935 + Penalty 3677.255741 = -7392106.858194
  nChanged 35
		SP:Iteration 61Q (32101.660000 sec): 3 clusters
  Score: Raw -7395789.447857 + Penalty 3677.255741 = -7392112.192115
  nChanged 22
		SP:Iteration 62Q (32102.170000 sec): 3 clusters
  Score: Raw -7395793.377664 + Penalty 3677.255741 = -7392116.121922
  nChanged 22
		SP:Iteration 63Q (32102.720000 sec): 3 clusters
  Score: Raw -7395796.643798 + Penalty 3677.255741 = -7392119.388057
  nChanged 13
		SP:Iteration 64Q (32103.230000 sec): 3 clusters
  Score: Raw -7395797.837681 + Penalty 3677.255741 = -7392120.581940
  nChanged 4
		SP:Iteration 65Q (32103.730000 sec): 3 clusters
  Score: Raw -7395798.063684 + Penalty 3677.255741 = -7392120.807942
  nChanged 1
		SP:Iteration 66Q (32104.220000 sec): 3 clusters
  Score: Raw -7395798.170182 + Penalty 3677.255741 = -7392120.914441
  nChanged 0
		SP:Iteration 67F (32104.770000 sec): 3 clusters
  Score: Raw -7395798.170182 + Penalty 3677.255741 = -7392120.914441
  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 7.98 GB.

 Trying to split cluster 14 (9714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32104.910000 sec): 2 clusters
  Score: Raw -870842.262091 + Penalty 1491.965056 = -869350.297035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32105.120000 sec): 3 clusters
  Score: Raw -865631.768205 + Penalty 2983.930112 = -862647.838093
  nChanged 4301
		SP:Iteration 1F (32105.310000 sec): 3 clusters
  Score: Raw -870096.033944 + Penalty 2983.930112 = -867112.103832
  nChanged 1530
		SP:Iteration 2F (32105.520000 sec): 3 clusters
  Score: Raw -873071.188050 + Penalty 2983.930112 = -870087.257937
  nChanged 1221
		SP:Iteration 3F (32105.730000 sec): 3 clusters
  Score: Raw -875717.969671 + Penalty 2983.930112 = -872734.039558
  nChanged 845
		SP:Iteration 4F (32105.940000 sec): 3 clusters
  Score: Raw -877431.827550 + Penalty 2983.930112 = -874447.897437
  nChanged 626
		SP:Iteration 5F (32106.180000 sec): 3 clusters
  Score: Raw -878530.831126 + Penalty 2983.930112 = -875546.901013
  nChanged 516
		SP:Iteration 6F (32106.400000 sec): 3 clusters
  Score: Raw -879540.620946 + Penalty 2983.930112 = -876556.690834
  nChanged 470
		SP:Iteration 7Q (32106.660000 sec): 3 clusters
  Score: Raw -880462.406671 + Penalty 2983.930112 = -877478.476558
  nChanged 495
		SP:Iteration 8F (32106.880000 sec): 3 clusters
  Score: Raw -881392.190092 + Penalty 2983.930112 = -878408.259980
  nChanged 378
		SP:Iteration 9Q (32107.060000 sec): 3 clusters
  Score: Raw -881938.848132 + Penalty 2983.930112 = -878954.918019
  nChanged 276
		SP:Iteration 10Q (32107.280000 sec): 3 clusters
  Score: Raw -882290.996827 + Penalty 2983.930112 = -879307.066715
  nChanged 225
		SP:Iteration 11Q (32107.470000 sec): 3 clusters
  Score: Raw -882714.901087 + Penalty 2983.930112 = -879730.970974
  nChanged 213
		SP:Iteration 12Q (32107.720000 sec): 3 clusters
  Score: Raw -883289.027851 + Penalty 2983.930112 = -880305.097739
  nChanged 170
		SP:Iteration 13Q (32107.920000 sec): 3 clusters
  Score: Raw -883603.812311 + Penalty 2983.930112 = -880619.882199
  nChanged 101
		SP:Iteration 14Q (32108.110000 sec): 3 clusters
  Score: Raw -883674.264817 + Penalty 2983.930112 = -880690.334704
  nChanged 45
		SP:Iteration 15Q (32108.350000 sec): 3 clusters
  Score: Raw -883689.990514 + Penalty 2983.930112 = -880706.060402
  nChanged 26
		SP:Iteration 16Q (32108.560000 sec): 3 clusters
  Score: Raw -883697.943908 + Penalty 2983.930112 = -880714.013796
  nChanged 19
		SP:Iteration 17Q (32108.760000 sec): 3 clusters
  Score: Raw -883703.391137 + Penalty 2983.930112 = -880719.461024
  nChanged 16
		SP:Iteration 18Q (32108.960000 sec): 3 clusters
  Score: Raw -883709.568583 + Penalty 2983.930112 = -880725.638470
  nChanged 16
		SP:Iteration 19Q (32109.180000 sec): 3 clusters
  Score: Raw -883713.226098 + Penalty 2983.930112 = -880729.295985
  nChanged 13
		SP:Iteration 20F (32109.400000 sec): 3 clusters
  Score: Raw -883716.926328 + Penalty 2983.930112 = -880732.996215
  nChanged 7
		SP:Iteration 21Q (32109.610000 sec): 3 clusters
  Score: Raw -883719.523980 + Penalty 2983.930112 = -880735.593867
  nChanged 4
		SP:Iteration 22Q (32109.820000 sec): 3 clusters
  Score: Raw -883720.516196 + Penalty 2983.930112 = -880736.586084
  nChanged 5
		SP:Iteration 23Q (32110.020000 sec): 3 clusters
  Score: Raw -883721.110056 + Penalty 2983.930112 = -880737.179943
  nChanged 3
		SP:Iteration 24Q (32110.240000 sec): 3 clusters
  Score: Raw -883721.634079 + Penalty 2983.930112 = -880737.703967
  nChanged 3
		SP:Iteration 25Q (32110.450000 sec): 3 clusters
  Score: Raw -883722.057981 + Penalty 2983.930112 = -880738.127868
  nChanged 1
		SP:Iteration 26Q (32110.640000 sec): 3 clusters
  Score: Raw -883722.136448 + Penalty 2983.930112 = -880738.206336
  nChanged 0
		SP:Iteration 27F (32110.880000 sec): 3 clusters
  Score: Raw -883722.136448 + Penalty 2983.930112 = -880738.206336
  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 7.98 GB.

 Trying to split cluster 15 (14818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32111.030000 sec): 2 clusters
  Score: Raw -1412100.129952 + Penalty 1560.584665 = -1410539.545287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32111.290000 sec): 3 clusters
  Score: Raw -1403295.324996 + Penalty 3121.169330 = -1400174.155667
  nChanged 6628
		SP:Iteration 1F (32111.510000 sec): 3 clusters
  Score: Raw -1407258.123587 + Penalty 3121.169330 = -1404136.954257
  nChanged 1062
		SP:Iteration 2F (32111.730000 sec): 3 clusters
  Score: Raw -1407871.260601 + Penalty 3121.169330 = -1404750.091271
  nChanged 1044
		SP:Iteration 3F (32111.990000 sec): 3 clusters
  Score: Raw -1408533.029865 + Penalty 3121.169330 = -1405411.860536
  nChanged 1021
		SP:Iteration 4F (32112.190000 sec): 3 clusters
  Score: Raw -1409299.641903 + Penalty 3121.169330 = -1406178.472574
  nChanged 1089
		SP:Iteration 5F (32112.490000 sec): 3 clusters
  Score: Raw -1410244.038620 + Penalty 3121.169330 = -1407122.869290
  nChanged 1100
		SP:Iteration 6F (32112.730000 sec): 3 clusters
  Score: Raw -1411295.256062 + Penalty 3121.169330 = -1408174.086732
  nChanged 972
		SP:Iteration 7F (32112.990000 sec): 3 clusters
  Score: Raw -1412183.161201 + Penalty 3121.169330 = -1409061.991871
  nChanged 744
		SP:Iteration 8F (32113.210000 sec): 3 clusters
  Score: Raw -1412876.866927 + Penalty 3121.169330 = -1409755.697597
  nChanged 567
		SP:Iteration 9Q (32113.470000 sec): 3 clusters
  Score: Raw -1413393.460643 + Penalty 3121.169330 = -1410272.291313
  nChanged 458
		SP:Iteration 10Q (32113.710000 sec): 3 clusters
  Score: Raw -1413775.255082 + Penalty 3121.169330 = -1410654.085753
  nChanged 363
		SP:Iteration 11Q (32113.990000 sec): 3 clusters
  Score: Raw -1414054.323936 + Penalty 3121.169330 = -1410933.154606
  nChanged 286
		SP:Iteration 12Q (32114.260000 sec): 3 clusters
  Score: Raw -1414246.143708 + Penalty 3121.169330 = -1411124.974378
  nChanged 210
		SP:Iteration 13Q (32114.500000 sec): 3 clusters
  Score: Raw -1414360.761882 + Penalty 3121.169330 = -1411239.592553
  nChanged 144
		SP:Iteration 14Q (32114.740000 sec): 3 clusters
  Score: Raw -1414422.889070 + Penalty 3121.169330 = -1411301.719741
  nChanged 112
		SP:Iteration 15Q (32114.960000 sec): 3 clusters
  Score: Raw -1414458.855607 + Penalty 3121.169330 = -1411337.686278
  nChanged 80
		SP:Iteration 16Q (32115.290000 sec): 3 clusters
  Score: Raw -1414480.372851 + Penalty 3121.169330 = -1411359.203521
  nChanged 57
		SP:Iteration 17Q (32115.570000 sec): 3 clusters
  Score: Raw -1414500.073791 + Penalty 3121.169330 = -1411378.904462
  nChanged 59
		SP:Iteration 18Q (32115.780000 sec): 3 clusters
  Score: Raw -1414521.502812 + Penalty 3121.169330 = -1411400.333483
  nChanged 48
		SP:Iteration 19Q (32116.090000 sec): 3 clusters
  Score: Raw -1414540.623067 + Penalty 3121.169330 = -1411419.453737
  nChanged 41
		SP:Iteration 20F (32116.300000 sec): 3 clusters
  Score: Raw -1414552.092236 + Penalty 3121.169330 = -1411430.922906
  nChanged 32
		SP:Iteration 21Q (32116.570000 sec): 3 clusters
  Score: Raw -1414558.269801 + Penalty 3121.169330 = -1411437.100472
  nChanged 17
		SP:Iteration 22Q (32116.790000 sec): 3 clusters
  Score: Raw -1414562.590835 + Penalty 3121.169330 = -1411441.421506
  nChanged 14
		SP:Iteration 23Q (32117.000000 sec): 3 clusters
  Score: Raw -1414564.077319 + Penalty 3121.169330 = -1411442.907990
  nChanged 10
		SP:Iteration 24Q (32117.230000 sec): 3 clusters
  Score: Raw -1414565.268732 + Penalty 3121.169330 = -1411444.099403
  nChanged 8
		SP:Iteration 25Q (32117.470000 sec): 3 clusters
  Score: Raw -1414566.362291 + Penalty 3121.169330 = -1411445.192961
  nChanged 4
		SP:Iteration 26Q (32117.730000 sec): 3 clusters
  Score: Raw -1414566.883978 + Penalty 3121.169330 = -1411445.714648
  nChanged 3
		SP:Iteration 27Q (32117.990000 sec): 3 clusters
  Score: Raw -1414567.424937 + Penalty 3121.169330 = -1411446.255607
  nChanged 3
		SP:Iteration 28Q (32118.220000 sec): 3 clusters
  Score: Raw -1414567.679051 + Penalty 3121.169330 = -1411446.509721
  nChanged 4
		SP:Iteration 29Q (32118.520000 sec): 3 clusters
  Score: Raw -1414568.237502 + Penalty 3121.169330 = -1411447.068173
  nChanged 4
		SP:Iteration 30Q (32118.760000 sec): 3 clusters
  Score: Raw -1414568.573806 + Penalty 3121.169330 = -1411447.404476
  nChanged 2
		SP:Iteration 31Q (32119.000000 sec): 3 clusters
  Score: Raw -1414568.924276 + Penalty 3121.169330 = -1411447.754947
  nChanged 3
		SP:Iteration 32Q (32119.330000 sec): 3 clusters
  Score: Raw -1414569.517611 + Penalty 3121.169330 = -1411448.348282
  nChanged 6
		SP:Iteration 33Q (32119.570000 sec): 3 clusters
  Score: Raw -1414570.642458 + Penalty 3121.169330 = -1411449.473128
  nChanged 3
		SP:Iteration 34Q (32119.810000 sec): 3 clusters
  Score: Raw -1414571.245516 + Penalty 3121.169330 = -1411450.076186
  nChanged 3
		SP:Iteration 35Q (32120.030000 sec): 3 clusters
  Score: Raw -1414571.835764 + Penalty 3121.169330 = -1411450.666434
  nChanged 1
		SP:Iteration 36Q (32120.340000 sec): 3 clusters
  Score: Raw -1414571.909991 + Penalty 3121.169330 = -1411450.740661
  nChanged 0
		SP:Iteration 37F (32120.650000 sec): 3 clusters
  Score: Raw -1414571.909991 + Penalty 3121.169330 = -1411450.740661
  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 7.98 GB.

 Trying to split cluster 16 (19156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32120.830000 sec): 2 clusters
  Score: Raw -1804164.100513 + Penalty 1602.310330 = -1802561.790183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32121.150000 sec): 3 clusters
  Score: Raw -1792807.348922 + Penalty 3204.620660 = -1789602.728262
  nChanged 8680
		SP:Iteration 1F (32121.440000 sec): 3 clusters
  Score: Raw -1798233.874898 + Penalty 3204.620660 = -1795029.254238
  nChanged 1661
		SP:Iteration 2F (32121.780000 sec): 3 clusters
  Score: Raw -1799667.340011 + Penalty 3204.620660 = -1796462.719351
  nChanged 1750
		SP:Iteration 3F (32122.110000 sec): 3 clusters
  Score: Raw -1801479.091576 + Penalty 3204.620660 = -1798274.470916
  nChanged 1723
		SP:Iteration 4F (32122.370000 sec): 3 clusters
  Score: Raw -1803069.809471 + Penalty 3204.620660 = -1799865.188811
  nChanged 1358
		SP:Iteration 5F (32122.630000 sec): 3 clusters
  Score: Raw -1803990.447936 + Penalty 3204.620660 = -1800785.827276
  nChanged 969
		SP:Iteration 6F (32122.900000 sec): 3 clusters
  Score: Raw -1804504.749089 + Penalty 3204.620660 = -1801300.128429
  nChanged 667
		SP:Iteration 7Q (32123.170000 sec): 3 clusters
  Score: Raw -1804800.680050 + Penalty 3204.620660 = -1801596.059390
  nChanged 535
		SP:Iteration 8Q (32123.470000 sec): 3 clusters
  Score: Raw -1805007.587360 + Penalty 3204.620660 = -1801802.966700
  nChanged 426
		SP:Iteration 9Q (32123.670000 sec): 3 clusters
  Score: Raw -1805180.193278 + Penalty 3204.620660 = -1801975.572618
  nChanged 359
		SP:Iteration 10Q (32123.940000 sec): 3 clusters
  Score: Raw -1805323.344110 + Penalty 3204.620660 = -1802118.723451
  nChanged 340
		SP:Iteration 11Q (32124.210000 sec): 3 clusters
  Score: Raw -1805474.002827 + Penalty 3204.620660 = -1802269.382167
  nChanged 366
		SP:Iteration 12Q (32124.510000 sec): 3 clusters
  Score: Raw -1805663.288086 + Penalty 3204.620660 = -1802458.667426
  nChanged 362
		SP:Iteration 13Q (32124.750000 sec): 3 clusters
  Score: Raw -1805846.050728 + Penalty 3204.620660 = -1802641.430068
  nChanged 310
		SP:Iteration 14Q (32125.030000 sec): 3 clusters
  Score: Raw -1805969.078668 + Penalty 3204.620660 = -1802764.458008
  nChanged 237
		SP:Iteration 15Q (32125.310000 sec): 3 clusters
  Score: Raw -1806045.961637 + Penalty 3204.620660 = -1802841.340977
  nChanged 197
		SP:Iteration 16Q (32125.580000 sec): 3 clusters
  Score: Raw -1806091.409130 + Penalty 3204.620660 = -1802886.788470
  nChanged 145
		SP:Iteration 17Q (32125.880000 sec): 3 clusters
  Score: Raw -1806119.469773 + Penalty 3204.620660 = -1802914.849113
  nChanged 123
		SP:Iteration 18Q (32126.150000 sec): 3 clusters
  Score: Raw -1806140.621665 + Penalty 3204.620660 = -1802936.001005
  nChanged 110
		SP:Iteration 19Q (32126.360000 sec): 3 clusters
  Score: Raw -1806157.159454 + Penalty 3204.620660 = -1802952.538794
  nChanged 117
		SP:Iteration 20F (32126.640000 sec): 3 clusters
  Score: Raw -1806178.575635 + Penalty 3204.620660 = -1802973.954975
  nChanged 124
		SP:Iteration 21Q (32126.870000 sec): 3 clusters
  Score: Raw -1806200.823496 + Penalty 3204.620660 = -1802996.202836
  nChanged 102
		SP:Iteration 22Q (32127.130000 sec): 3 clusters
  Score: Raw -1806218.030570 + Penalty 3204.620660 = -1803013.409910
  nChanged 98
		SP:Iteration 23Q (32127.380000 sec): 3 clusters
  Score: Raw -1806234.723281 + Penalty 3204.620660 = -1803030.102621
  nChanged 89
		SP:Iteration 24Q (32127.700000 sec): 3 clusters
  Score: Raw -1806246.749376 + Penalty 3204.620660 = -1803042.128716
  nChanged 68
		SP:Iteration 25Q (32127.970000 sec): 3 clusters
  Score: Raw -1806256.861669 + Penalty 3204.620660 = -1803052.241009
  nChanged 68
		SP:Iteration 26Q (32128.200000 sec): 3 clusters
  Score: Raw -1806265.778871 + Penalty 3204.620660 = -1803061.158211
  nChanged 57
		SP:Iteration 27Q (32128.480000 sec): 3 clusters
  Score: Raw -1806272.225680 + Penalty 3204.620660 = -1803067.605020
  nChanged 41
		SP:Iteration 28Q (32128.780000 sec): 3 clusters
  Score: Raw -1806277.694853 + Penalty 3204.620660 = -1803073.074193
  nChanged 51
		SP:Iteration 29Q (32129.050000 sec): 3 clusters
  Score: Raw -1806284.689951 + Penalty 3204.620660 = -1803080.069291
  nChanged 51
		SP:Iteration 30Q (32129.330000 sec): 3 clusters
  Score: Raw -1806291.138206 + Penalty 3204.620660 = -1803086.517546
  nChanged 46
		SP:Iteration 31Q (32129.570000 sec): 3 clusters
  Score: Raw -1806297.588618 + Penalty 3204.620660 = -1803092.967958
  nChanged 48
		SP:Iteration 32Q (32129.830000 sec): 3 clusters
  Score: Raw -1806303.647560 + Penalty 3204.620660 = -1803099.026900
  nChanged 42
		SP:Iteration 33Q (32130.150000 sec): 3 clusters
  Score: Raw -1806308.449055 + Penalty 3204.620660 = -1803103.828395
  nChanged 41
		SP:Iteration 34Q (32130.370000 sec): 3 clusters
  Score: Raw -1806312.093134 + Penalty 3204.620660 = -1803107.472474
  nChanged 28
		SP:Iteration 35Q (32130.680000 sec): 3 clusters
  Score: Raw -1806316.652828 + Penalty 3204.620660 = -1803112.032168
  nChanged 36
		SP:Iteration 36Q (32130.890000 sec): 3 clusters
  Score: Raw -1806320.119748 + Penalty 3204.620660 = -1803115.499088
  nChanged 25
		SP:Iteration 37Q (32131.200000 sec): 3 clusters
  Score: Raw -1806323.618263 + Penalty 3204.620660 = -1803118.997603
  nChanged 38
		SP:Iteration 38Q (32131.440000 sec): 3 clusters
  Score: Raw -1806328.365861 + Penalty 3204.620660 = -1803123.745201
  nChanged 41
		SP:Iteration 39Q (32131.680000 sec): 3 clusters
  Score: Raw -1806336.729198 + Penalty 3204.620660 = -1803132.108538
  nChanged 54
		SP:Iteration 40F (32131.940000 sec): 3 clusters
  Score: Raw -1806345.142741 + Penalty 3204.620660 = -1803140.522081
  nChanged 50
		SP:Iteration 41Q (32132.220000 sec): 3 clusters
  Score: Raw -1806353.175948 + Penalty 3204.620660 = -1803148.555288
  nChanged 58
		SP:Iteration 42Q (32132.500000 sec): 3 clusters
  Score: Raw -1806362.673181 + Penalty 3204.620660 = -1803158.052521
  nChanged 51
		SP:Iteration 43Q (32132.770000 sec): 3 clusters
  Score: Raw -1806370.611103 + Penalty 3204.620660 = -1803165.990443
  nChanged 62
		SP:Iteration 44Q (32133.000000 sec): 3 clusters
  Score: Raw -1806380.557782 + Penalty 3204.620660 = -1803175.937122
  nChanged 51
		SP:Iteration 45Q (32133.320000 sec): 3 clusters
  Score: Raw -1806388.769367 + Penalty 3204.620660 = -1803184.148707
  nChanged 44
		SP:Iteration 46Q (32133.580000 sec): 3 clusters
  Score: Raw -1806393.390317 + Penalty 3204.620660 = -1803188.769657
  nChanged 30
		SP:Iteration 47Q (32133.850000 sec): 3 clusters
  Score: Raw -1806396.070248 + Penalty 3204.620660 = -1803191.449588
  nChanged 23
		SP:Iteration 48Q (32134.120000 sec): 3 clusters
  Score: Raw -1806398.073452 + Penalty 3204.620660 = -1803193.452792
  nChanged 19
		SP:Iteration 49Q (32134.420000 sec): 3 clusters
  Score: Raw -1806399.702065 + Penalty 3204.620660 = -1803195.081405
  nChanged 17
		SP:Iteration 50Q (32134.720000 sec): 3 clusters
  Score: Raw -1806401.111200 + Penalty 3204.620660 = -1803196.490540
  nChanged 17
		SP:Iteration 51Q (32134.970000 sec): 3 clusters
  Score: Raw -1806402.763355 + Penalty 3204.620660 = -1803198.142695
  nChanged 17
		SP:Iteration 52Q (32135.220000 sec): 3 clusters
  Score: Raw -1806404.103186 + Penalty 3204.620660 = -1803199.482526
  nChanged 11
		SP:Iteration 53Q (32135.510000 sec): 3 clusters
  Score: Raw -1806404.957511 + Penalty 3204.620660 = -1803200.336851
  nChanged 11
		SP:Iteration 54Q (32135.740000 sec): 3 clusters
  Score: Raw -1806406.624379 + Penalty 3204.620660 = -1803202.003719
  nChanged 16
		SP:Iteration 55Q (32135.950000 sec): 3 clusters
  Score: Raw -1806408.902750 + Penalty 3204.620660 = -1803204.282090
  nChanged 13
		SP:Iteration 56Q (32136.230000 sec): 3 clusters
  Score: Raw -1806410.256933 + Penalty 3204.620660 = -1803205.636273
  nChanged 7
		SP:Iteration 57Q (32136.490000 sec): 3 clusters
  Score: Raw -1806410.659597 + Penalty 3204.620660 = -1803206.038937
  nChanged 8
		SP:Iteration 58Q (32136.790000 sec): 3 clusters
  Score: Raw -1806411.420500 + Penalty 3204.620660 = -1803206.799840
  nChanged 10
		SP:Iteration 59Q (32137.050000 sec): 3 clusters
  Score: Raw -1806412.374751 + Penalty 3204.620660 = -1803207.754091
  nChanged 9
		SP:Iteration 60F (32137.340000 sec): 3 clusters
  Score: Raw -1806413.118914 + Penalty 3204.620660 = -1803208.498254
  nChanged 9
		SP:Iteration 61Q (32137.550000 sec): 3 clusters
  Score: Raw -1806413.836647 + Penalty 3204.620660 = -1803209.215987
  nChanged 4
		SP:Iteration 62Q (32137.840000 sec): 3 clusters
  Score: Raw -1806414.289308 + Penalty 3204.620660 = -1803209.668648
  nChanged 4
		SP:Iteration 63Q (32138.080000 sec): 3 clusters
  Score: Raw -1806414.880199 + Penalty 3204.620660 = -1803210.259539
  nChanged 11
		SP:Iteration 64Q (32138.420000 sec): 3 clusters
  Score: Raw -1806415.982339 + Penalty 3204.620660 = -1803211.361679
  nChanged 15
		SP:Iteration 65Q (32138.690000 sec): 3 clusters
  Score: Raw -1806417.668191 + Penalty 3204.620660 = -1803213.047531
  nChanged 14
		SP:Iteration 66Q (32138.970000 sec): 3 clusters
  Score: Raw -1806419.004894 + Penalty 3204.620660 = -1803214.384234
  nChanged 13
		SP:Iteration 67Q (32139.290000 sec): 3 clusters
  Score: Raw -1806420.181521 + Penalty 3204.620660 = -1803215.560861
  nChanged 11
		SP:Iteration 68Q (32139.540000 sec): 3 clusters
  Score: Raw -1806421.605634 + Penalty 3204.620660 = -1803216.984974
  nChanged 19
		SP:Iteration 69Q (32139.810000 sec): 3 clusters
  Score: Raw -1806423.985466 + Penalty 3204.620660 = -1803219.364806
  nChanged 14
		SP:Iteration 70Q (32140.050000 sec): 3 clusters
  Score: Raw -1806425.015077 + Penalty 3204.620660 = -1803220.394417
  nChanged 10
		SP:Iteration 71Q (32140.330000 sec): 3 clusters
  Score: Raw -1806425.813004 + Penalty 3204.620660 = -1803221.192344
  nChanged 11
		SP:Iteration 72Q (32140.590000 sec): 3 clusters
  Score: Raw -1806426.954130 + Penalty 3204.620660 = -1803222.333470
  nChanged 16
		SP:Iteration 73Q (32140.860000 sec): 3 clusters
  Score: Raw -1806428.627234 + Penalty 3204.620660 = -1803224.006574
  nChanged 15
		SP:Iteration 74Q (32141.140000 sec): 3 clusters
  Score: Raw -1806430.122830 + Penalty 3204.620660 = -1803225.502170
  nChanged 15
		SP:Iteration 75Q (32141.390000 sec): 3 clusters
  Score: Raw -1806431.782575 + Penalty 3204.620660 = -1803227.161915
  nChanged 15
		SP:Iteration 76Q (32141.700000 sec): 3 clusters
  Score: Raw -1806433.542131 + Penalty 3204.620660 = -1803228.921471
  nChanged 15
		SP:Iteration 77Q (32141.980000 sec): 3 clusters
  Score: Raw -1806435.391553 + Penalty 3204.620660 = -1803230.770893
  nChanged 20
		SP:Iteration 78Q (32142.220000 sec): 3 clusters
  Score: Raw -1806437.596844 + Penalty 3204.620660 = -1803232.976184
  nChanged 19
		SP:Iteration 79Q (32142.520000 sec): 3 clusters
  Score: Raw -1806439.464663 + Penalty 3204.620660 = -1803234.844003
  nChanged 11
		SP:Iteration 80F (32142.810000 sec): 3 clusters
  Score: Raw -1806440.315834 + Penalty 3204.620660 = -1803235.695174
  nChanged 13
		SP:Iteration 81Q (32143.050000 sec): 3 clusters
  Score: Raw -1806441.031820 + Penalty 3204.620660 = -1803236.411160
  nChanged 7
		SP:Iteration 82Q (32143.380000 sec): 3 clusters
  Score: Raw -1806441.826848 + Penalty 3204.620660 = -1803237.206188
  nChanged 7
		SP:Iteration 83Q (32143.690000 sec): 3 clusters
  Score: Raw -1806442.792482 + Penalty 3204.620660 = -1803238.171822
  nChanged 8
		SP:Iteration 84Q (32144.000000 sec): 3 clusters
  Score: Raw -1806443.850178 + Penalty 3204.620660 = -1803239.229518
  nChanged 9
		SP:Iteration 85Q (32144.300000 sec): 3 clusters
  Score: Raw -1806444.644556 + Penalty 3204.620660 = -1803240.023896
  nChanged 8
		SP:Iteration 86Q (32144.620000 sec): 3 clusters
  Score: Raw -1806445.196707 + Penalty 3204.620660 = -1803240.576047
  nChanged 5
		SP:Iteration 87Q (32144.850000 sec): 3 clusters
  Score: Raw -1806445.561803 + Penalty 3204.620660 = -1803240.941143
  nChanged 3
		SP:Iteration 88Q (32145.180000 sec): 3 clusters
  Score: Raw -1806445.863028 + Penalty 3204.620660 = -1803241.242368
  nChanged 5
		SP:Iteration 89Q (32145.430000 sec): 3 clusters
  Score: Raw -1806446.117988 + Penalty 3204.620660 = -1803241.497328
  nChanged 1
		SP:Iteration 90Q (32145.650000 sec): 3 clusters
  Score: Raw -1806446.335070 + Penalty 3204.620660 = -1803241.714410
  nChanged 2
		SP:Iteration 91Q (32145.910000 sec): 3 clusters
  Score: Raw -1806446.521369 + Penalty 3204.620660 = -1803241.900709
  nChanged 3
		SP:Iteration 92Q (32146.210000 sec): 3 clusters
  Score: Raw -1806446.741438 + Penalty 3204.620660 = -1803242.120778
  nChanged 1
		SP:Iteration 93Q (32146.530000 sec): 3 clusters
  Score: Raw -1806446.887536 + Penalty 3204.620660 = -1803242.266876
  nChanged 2
		SP:Iteration 94Q (32146.790000 sec): 3 clusters
  Score: Raw -1806446.967538 + Penalty 3204.620660 = -1803242.346878
  nChanged 0
		SP:Iteration 95F (32147.020000 sec): 3 clusters
  Score: Raw -1806446.967538 + Penalty 3204.620660 = -1803242.346878
  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 7.98 GB.

 Trying to split cluster 18 (11483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32147.170000 sec): 2 clusters
  Score: Raw -1157736.164403 + Penalty 1519.151231 = -1156217.013172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32147.440000 sec): 3 clusters
  Score: Raw -1151044.482986 + Penalty 3038.302462 = -1148006.180524
  nChanged 5019
		SP:Iteration 1F (32147.650000 sec): 3 clusters
  Score: Raw -1153858.451673 + Penalty 3038.302462 = -1150820.149211
  nChanged 724
		SP:Iteration 2F (32147.870000 sec): 3 clusters
  Score: Raw -1154218.732583 + Penalty 3038.302462 = -1151180.430121
  nChanged 746
		SP:Iteration 3F (32148.130000 sec): 3 clusters
  Score: Raw -1154650.817967 + Penalty 3038.302462 = -1151612.515505
  nChanged 736
		SP:Iteration 4F (32148.340000 sec): 3 clusters
  Score: Raw -1155104.964126 + Penalty 3038.302462 = -1152066.661664
  nChanged 682
		SP:Iteration 5F (32148.590000 sec): 3 clusters
  Score: Raw -1155554.791873 + Penalty 3038.302462 = -1152516.489411
  nChanged 652
		SP:Iteration 6F (32148.820000 sec): 3 clusters
  Score: Raw -1155971.315496 + Penalty 3038.302462 = -1152933.013034
  nChanged 564
		SP:Iteration 7Q (32149.070000 sec): 3 clusters
  Score: Raw -1156281.639453 + Penalty 3038.302462 = -1153243.336992
  nChanged 439
		SP:Iteration 8Q (32149.330000 sec): 3 clusters
  Score: Raw -1156491.152199 + Penalty 3038.302462 = -1153452.849737
  nChanged 371
		SP:Iteration 9Q (32149.580000 sec): 3 clusters
  Score: Raw -1156653.171886 + Penalty 3038.302462 = -1153614.869424
  nChanged 305
		SP:Iteration 10Q (32149.800000 sec): 3 clusters
  Score: Raw -1156805.343323 + Penalty 3038.302462 = -1153767.040861
  nChanged 286
		SP:Iteration 11Q (32150.030000 sec): 3 clusters
  Score: Raw -1156941.652005 + Penalty 3038.302462 = -1153903.349544
  nChanged 241
		SP:Iteration 12Q (32150.260000 sec): 3 clusters
  Score: Raw -1157043.995271 + Penalty 3038.302462 = -1154005.692809
  nChanged 203
		SP:Iteration 13Q (32150.520000 sec): 3 clusters
  Score: Raw -1157121.519245 + Penalty 3038.302462 = -1154083.216783
  nChanged 178
		SP:Iteration 14Q (32150.740000 sec): 3 clusters
  Score: Raw -1157189.214269 + Penalty 3038.302462 = -1154150.911808
  nChanged 149
		SP:Iteration 15Q (32151.000000 sec): 3 clusters
  Score: Raw -1157245.861514 + Penalty 3038.302462 = -1154207.559053
  nChanged 131
		SP:Iteration 16Q (32151.220000 sec): 3 clusters
  Score: Raw -1157292.598853 + Penalty 3038.302462 = -1154254.296391
  nChanged 112
		SP:Iteration 17Q (32151.420000 sec): 3 clusters
  Score: Raw -1157331.436896 + Penalty 3038.302462 = -1154293.134434
  nChanged 107
		SP:Iteration 18Q (32151.670000 sec): 3 clusters
  Score: Raw -1157363.970557 + Penalty 3038.302462 = -1154325.668095
  nChanged 104
		SP:Iteration 19Q (32151.980000 sec): 3 clusters
  Score: Raw -1157391.861205 + Penalty 3038.302462 = -1154353.558743
  nChanged 80
		SP:Iteration 20F (32152.200000 sec): 3 clusters
  Score: Raw -1157413.447384 + Penalty 3038.302462 = -1154375.144922
  nChanged 68
		SP:Iteration 21Q (32152.410000 sec): 3 clusters
  Score: Raw -1157429.220976 + Penalty 3038.302462 = -1154390.918515
  nChanged 53
		SP:Iteration 22Q (32152.650000 sec): 3 clusters
  Score: Raw -1157440.025385 + Penalty 3038.302462 = -1154401.722923
  nChanged 52
		SP:Iteration 23Q (32152.860000 sec): 3 clusters
  Score: Raw -1157452.450935 + Penalty 3038.302462 = -1154414.148473
  nChanged 46
		SP:Iteration 24Q (32153.080000 sec): 3 clusters
  Score: Raw -1157464.851887 + Penalty 3038.302462 = -1154426.549425
  nChanged 58
		SP:Iteration 25Q (32153.350000 sec): 3 clusters
  Score: Raw -1157481.571185 + Penalty 3038.302462 = -1154443.268723
  nChanged 56
		SP:Iteration 26Q (32153.600000 sec): 3 clusters
  Score: Raw -1157497.393153 + Penalty 3038.302462 = -1154459.090691
  nChanged 53
		SP:Iteration 27Q (32153.890000 sec): 3 clusters
  Score: Raw -1157511.151206 + Penalty 3038.302462 = -1154472.848744
  nChanged 51
		SP:Iteration 28Q (32154.100000 sec): 3 clusters
  Score: Raw -1157525.235113 + Penalty 3038.302462 = -1154486.932651
  nChanged 50
		SP:Iteration 29Q (32154.330000 sec): 3 clusters
  Score: Raw -1157539.423265 + Penalty 3038.302462 = -1154501.120803
  nChanged 60
		SP:Iteration 30Q (32154.600000 sec): 3 clusters
  Score: Raw -1157556.781739 + Penalty 3038.302462 = -1154518.479277
  nChanged 59
		SP:Iteration 31Q (32154.800000 sec): 3 clusters
  Score: Raw -1157573.784808 + Penalty 3038.302462 = -1154535.482346
  nChanged 60
		SP:Iteration 32Q (32155.020000 sec): 3 clusters
  Score: Raw -1157591.889266 + Penalty 3038.302462 = -1154553.586804
  nChanged 66
		SP:Iteration 33Q (32155.310000 sec): 3 clusters
  Score: Raw -1157609.520706 + Penalty 3038.302462 = -1154571.218244
  nChanged 63
		SP:Iteration 34Q (32155.560000 sec): 3 clusters
  Score: Raw -1157630.371713 + Penalty 3038.302462 = -1154592.069251
  nChanged 64
		SP:Iteration 35Q (32155.840000 sec): 3 clusters
  Score: Raw -1157651.843675 + Penalty 3038.302462 = -1154613.541213
  nChanged 76
		SP:Iteration 36Q (32156.040000 sec): 3 clusters
  Score: Raw -1157676.262156 + Penalty 3038.302462 = -1154637.959694
  nChanged 79
		SP:Iteration 37Q (32156.250000 sec): 3 clusters
  Score: Raw -1157708.271808 + Penalty 3038.302462 = -1154669.969346
  nChanged 74
		SP:Iteration 38Q (32156.510000 sec): 3 clusters
  Score: Raw -1157736.950567 + Penalty 3038.302462 = -1154698.648105
  nChanged 86
		SP:Iteration 39Q (32156.770000 sec): 3 clusters
  Score: Raw -1157774.183323 + Penalty 3038.302462 = -1154735.880861
  nChanged 89
		SP:Iteration 40F (32157.020000 sec): 3 clusters
  Score: Raw -1157811.484849 + Penalty 3038.302462 = -1154773.182387
  nChanged 97
		SP:Iteration 41Q (32157.240000 sec): 3 clusters
  Score: Raw -1157860.799461 + Penalty 3038.302462 = -1154822.496999
  nChanged 118
		SP:Iteration 42Q (32157.520000 sec): 3 clusters
  Score: Raw -1157929.158054 + Penalty 3038.302462 = -1154890.855593
  nChanged 136
		SP:Iteration 43Q (32157.740000 sec): 3 clusters
  Score: Raw -1158020.653510 + Penalty 3038.302462 = -1154982.351048
  nChanged 156
		SP:Iteration 44Q (32157.970000 sec): 3 clusters
  Score: Raw -1158124.769346 + Penalty 3038.302462 = -1155086.466884
  nChanged 175
		SP:Iteration 45Q (32158.160000 sec): 3 clusters
  Score: Raw -1158229.708195 + Penalty 3038.302462 = -1155191.405733
  nChanged 165
		SP:Iteration 46Q (32158.420000 sec): 3 clusters
  Score: Raw -1158329.455611 + Penalty 3038.302462 = -1155291.153149
  nChanged 163
		SP:Iteration 47Q (32158.700000 sec): 3 clusters
  Score: Raw -1158432.897417 + Penalty 3038.302462 = -1155394.594955
  nChanged 155
		SP:Iteration 48Q (32158.900000 sec): 3 clusters
  Score: Raw -1158536.231087 + Penalty 3038.302462 = -1155497.928625
  nChanged 162
		SP:Iteration 49Q (32159.190000 sec): 3 clusters
  Score: Raw -1158645.702220 + Penalty 3038.302462 = -1155607.399758
  nChanged 164
		SP:Iteration 50Q (32159.380000 sec): 3 clusters
  Score: Raw -1158758.724160 + Penalty 3038.302462 = -1155720.421698
  nChanged 174
		SP:Iteration 51Q (32159.600000 sec): 3 clusters
  Score: Raw -1158873.640396 + Penalty 3038.302462 = -1155835.337934
  nChanged 163
		SP:Iteration 52Q (32159.840000 sec): 3 clusters
  Score: Raw -1158974.627613 + Penalty 3038.302462 = -1155936.325151
  nChanged 94
		SP:Iteration 53Q (32160.100000 sec): 3 clusters
  Score: Raw -1159013.959742 + Penalty 3038.302462 = -1155975.657280
  nChanged 78
		SP:Iteration 54Q (32160.290000 sec): 3 clusters
  Score: Raw -1159034.575022 + Penalty 3038.302462 = -1155996.272560
  nChanged 47
		SP:Iteration 55Q (32160.480000 sec): 3 clusters
  Score: Raw -1159044.174176 + Penalty 3038.302462 = -1156005.871714
  nChanged 18
		SP:Iteration 56Q (32160.690000 sec): 3 clusters
  Score: Raw -1159046.599771 + Penalty 3038.302462 = -1156008.297309
  nChanged 11
		SP:Iteration 57Q (32160.970000 sec): 3 clusters
  Score: Raw -1159048.013285 + Penalty 3038.302462 = -1156009.710823
  nChanged 9
		SP:Iteration 58Q (32161.200000 sec): 3 clusters
  Score: Raw -1159049.143702 + Penalty 3038.302462 = -1156010.841240
  nChanged 9
		SP:Iteration 59Q (32161.400000 sec): 3 clusters
  Score: Raw -1159050.129683 + Penalty 3038.302462 = -1156011.827221
  nChanged 2
		SP:Iteration 60F (32161.650000 sec): 3 clusters
  Score: Raw -1159060.494189 + Penalty 3038.302462 = -1156022.191727
  nChanged 18
		SP:Iteration 61Q (32161.880000 sec): 3 clusters
  Score: Raw -1159064.351090 + Penalty 3038.302462 = -1156026.048628
  nChanged 13
		SP:Iteration 62Q (32162.130000 sec): 3 clusters
  Score: Raw -1159066.683425 + Penalty 3038.302462 = -1156028.380963
  nChanged 12
		SP:Iteration 63Q (32162.350000 sec): 3 clusters
  Score: Raw -1159068.401583 + Penalty 3038.302462 = -1156030.099121
  nChanged 12
		SP:Iteration 64Q (32162.620000 sec): 3 clusters
  Score: Raw -1159070.348168 + Penalty 3038.302462 = -1156032.045706
  nChanged 13
		SP:Iteration 65Q (32162.870000 sec): 3 clusters
  Score: Raw -1159072.054191 + Penalty 3038.302462 = -1156033.751729
  nChanged 8
		SP:Iteration 66Q (32163.080000 sec): 3 clusters
  Score: Raw -1159073.252326 + Penalty 3038.302462 = -1156034.949864
  nChanged 9
		SP:Iteration 67Q (32163.300000 sec): 3 clusters
  Score: Raw -1159074.191377 + Penalty 3038.302462 = -1156035.888915
  nChanged 5
		SP:Iteration 68Q (32163.550000 sec): 3 clusters
  Score: Raw -1159074.661664 + Penalty 3038.302462 = -1156036.359203
  nChanged 2
		SP:Iteration 69Q (32163.770000 sec): 3 clusters
  Score: Raw -1159074.916579 + Penalty 3038.302462 = -1156036.614118
  nChanged 0
		SP:Iteration 70F (32164.020000 sec): 3 clusters
  Score: Raw -1159074.916579 + Penalty 3038.302462 = -1156036.614118
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (371696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32166.230000 sec): 2 clusters
  Score: Raw -37652453.811157 + Penalty 2084.197634 = -37650369.613523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32168.070000 sec): 3 clusters
  Score: Raw -37403549.395762 + Penalty 4168.395268 = -37399381.000493
  nChanged 181545
		SP:Iteration 1F (32169.870000 sec): 3 clusters
  Score: Raw -37520896.917546 + Penalty 4168.395268 = -37516728.522278
  nChanged 26296
		SP:Iteration 2F (32171.600000 sec): 3 clusters
  Score: Raw -37541548.707397 + Penalty 4168.395268 = -37537380.312128
  nChanged 35805
		SP:Iteration 3F (32173.480000 sec): 3 clusters
  Score: Raw -37574454.134039 + Penalty 4168.395268 = -37570285.738770
  nChanged 35291
		SP:Iteration 4F (32175.240000 sec): 3 clusters
  Score: Raw -37602006.877671 + Penalty 4168.395268 = -37597838.482403
  nChanged 25608
		SP:Iteration 5F (32176.920000 sec): 3 clusters
  Score: Raw -37615822.077784 + Penalty 4168.395268 = -37611653.682515
  nChanged 15928
		SP:Iteration 6Q (32178.710000 sec): 3 clusters
  Score: Raw -37621513.577122 + Penalty 4168.395268 = -37617345.181854
  nChanged 9832
		SP:Iteration 7Q (32180.570000 sec): 3 clusters
  Score: Raw -37623880.527754 + Penalty 4168.395268 = -37619712.132485
  nChanged 6347
		SP:Iteration 8Q (32182.590000 sec): 3 clusters
  Score: Raw -37625048.099684 + Penalty 4168.395268 = -37620879.704416
  nChanged 4622
		SP:Iteration 9Q (32184.460000 sec): 3 clusters
  Score: Raw -37625796.196162 + Penalty 4168.395268 = -37621627.800893
  nChanged 3817
		SP:Iteration 10Q (32186.260000 sec): 3 clusters
  Score: Raw -37626415.493094 + Penalty 4168.395268 = -37622247.097826
  nChanged 3650
		SP:Iteration 11Q (32188.010000 sec): 3 clusters
  Score: Raw -37627049.563639 + Penalty 4168.395268 = -37622881.168371
  nChanged 3962
		SP:Iteration 12Q (32189.810000 sec): 3 clusters
  Score: Raw -37627776.570732 + Penalty 4168.395268 = -37623608.175464
  nChanged 4500
		SP:Iteration 13Q (32191.670000 sec): 3 clusters
  Score: Raw -37628666.098217 + Penalty 4168.395268 = -37624497.702948
  nChanged 5280
		SP:Iteration 14Q (32193.410000 sec): 3 clusters
  Score: Raw -37629839.301912 + Penalty 4168.395268 = -37625670.906644
  nChanged 6133
		SP:Iteration 15Q (32195.190000 sec): 3 clusters
  Score: Raw -37631386.530777 + Penalty 4168.395268 = -37627218.135509
  nChanged 7087
		SP:Iteration 16Q (32197.040000 sec): 3 clusters
  Score: Raw -37633424.205528 + Penalty 4168.395268 = -37629255.810260
  nChanged 8143
		SP:Iteration 17Q (32198.830000 sec): 3 clusters
  Score: Raw -37636047.600259 + Penalty 4168.395268 = -37631879.204991
  nChanged 9373
		SP:Iteration 18Q (32200.680000 sec): 3 clusters
  Score: Raw -37639327.105167 + Penalty 4168.395268 = -37635158.709899
  nChanged 10186
		SP:Iteration 19Q (32202.430000 sec): 3 clusters
  Score: Raw -37643008.139137 + Penalty 4168.395268 = -37638839.743868
  nChanged 10865
		SP:Iteration 20F (32204.230000 sec): 3 clusters
  Score: Raw -37646941.346632 + Penalty 4168.395268 = -37642772.951364
  nChanged 11131
		SP:Iteration 21Q (32206.350000 sec): 3 clusters
  Score: Raw -37650967.738920 + Penalty 4168.395268 = -37646799.343651
  nChanged 11303
		SP:Iteration 22Q (32208.470000 sec): 3 clusters
  Score: Raw -37655024.706715 + Penalty 4168.395268 = -37650856.311446
  nChanged 11297
		SP:Iteration 23Q (32210.300000 sec): 3 clusters
  Score: Raw -37658955.838976 + Penalty 4168.395268 = -37654787.443707
  nChanged 10853
		SP:Iteration 24Q (32212.240000 sec): 3 clusters
  Score: Raw -37662561.894693 + Penalty 4168.395268 = -37658393.499424
  nChanged 10137
		SP:Iteration 25Q (32214.200000 sec): 3 clusters
  Score: Raw -37665741.182223 + Penalty 4168.395268 = -37661572.786955
  nChanged 9335
		SP:Iteration 26Q (32216.010000 sec): 3 clusters
  Score: Raw -37668549.767299 + Penalty 4168.395268 = -37664381.372031
  nChanged 8838
		SP:Iteration 27Q (32217.820000 sec): 3 clusters
  Score: Raw -37671112.298754 + Penalty 4168.395268 = -37666943.903485
  nChanged 8062
		SP:Iteration 28Q (32219.540000 sec): 3 clusters
  Score: Raw -37673311.122140 + Penalty 4168.395268 = -37669142.726872
  nChanged 7218
		SP:Iteration 29Q (32221.270000 sec): 3 clusters
  Score: Raw -37675115.162846 + Penalty 4168.395268 = -37670946.767577
  nChanged 6342
		SP:Iteration 30Q (32222.930000 sec): 3 clusters
  Score: Raw -37676520.881785 + Penalty 4168.395268 = -37672352.486517
  nChanged 5480
		SP:Iteration 31Q (32224.730000 sec): 3 clusters
  Score: Raw -37677600.239845 + Penalty 4168.395268 = -37673431.844576
  nChanged 4756
		SP:Iteration 32Q (32226.550000 sec): 3 clusters
  Score: Raw -37678454.004807 + Penalty 4168.395268 = -37674285.609539
  nChanged 4156
		SP:Iteration 33Q (32228.300000 sec): 3 clusters
  Score: Raw -37679110.683288 + Penalty 4168.395268 = -37674942.288020
  nChanged 3506
		SP:Iteration 34Q (32230.110000 sec): 3 clusters
  Score: Raw -37679601.356179 + Penalty 4168.395268 = -37675432.960911
  nChanged 3027
		SP:Iteration 35Q (32232.260000 sec): 3 clusters
  Score: Raw -37679974.453836 + Penalty 4168.395268 = -37675806.058568
  nChanged 2608
		SP:Iteration 36Q (32234.210000 sec): 3 clusters
  Score: Raw -37680264.398415 + Penalty 4168.395268 = -37676096.003147
  nChanged 2284
		SP:Iteration 37Q (32236.060000 sec): 3 clusters
  Score: Raw -37680488.278921 + Penalty 4168.395268 = -37676319.883653
  nChanged 1963
		SP:Iteration 38Q (32237.810000 sec): 3 clusters
  Score: Raw -37680658.531813 + Penalty 4168.395268 = -37676490.136545
  nChanged 1654
		SP:Iteration 39Q (32239.590000 sec): 3 clusters
  Score: Raw -37680783.203863 + Penalty 4168.395268 = -37676614.808594
  nChanged 1417
		SP:Iteration 40F (32241.370000 sec): 3 clusters
  Score: Raw -37680880.425498 + Penalty 4168.395268 = -37676712.030230
  nChanged 1223
		SP:Iteration 41Q (32243.100000 sec): 3 clusters
  Score: Raw -37680955.070578 + Penalty 4168.395268 = -37676786.675309
  nChanged 1053
		SP:Iteration 42Q (32244.900000 sec): 3 clusters
  Score: Raw -37681012.365688 + Penalty 4168.395268 = -37676843.970420
  nChanged 916
		SP:Iteration 43Q (32246.560000 sec): 3 clusters
  Score: Raw -37681059.858016 + Penalty 4168.395268 = -37676891.462748
  nChanged 841
		SP:Iteration 44Q (32248.290000 sec): 3 clusters
  Score: Raw -37681100.105276 + Penalty 4168.395268 = -37676931.710007
  nChanged 743
		SP:Iteration 45Q (32249.980000 sec): 3 clusters
  Score: Raw -37681132.539699 + Penalty 4168.395268 = -37676964.144430
  nChanged 675
		SP:Iteration 46Q (32251.640000 sec): 3 clusters
  Score: Raw -37681159.236549 + Penalty 4168.395268 = -37676990.841281
  nChanged 542
		SP:Iteration 47Q (32253.260000 sec): 3 clusters
  Score: Raw -37681177.408898 + Penalty 4168.395268 = -37677009.013630
  nChanged 435
		SP:Iteration 48Q (32255.090000 sec): 3 clusters
  Score: Raw -37681191.332840 + Penalty 4168.395268 = -37677022.937571
  nChanged 402
		SP:Iteration 49Q (32257.190000 sec): 3 clusters
  Score: Raw -37681204.036548 + Penalty 4168.395268 = -37677035.641279
  nChanged 356
		SP:Iteration 50Q (32259.120000 sec): 3 clusters
  Score: Raw -37681214.728750 + Penalty 4168.395268 = -37677046.333482
  nChanged 317
		SP:Iteration 51Q (32261.070000 sec): 3 clusters
  Score: Raw -37681223.602851 + Penalty 4168.395268 = -37677055.207583
  nChanged 270
		SP:Iteration 52Q (32262.800000 sec): 3 clusters
  Score: Raw -37681230.363972 + Penalty 4168.395268 = -37677061.968704
  nChanged 251
		SP:Iteration 53Q (32264.430000 sec): 3 clusters
  Score: Raw -37681236.404086 + Penalty 4168.395268 = -37677068.008818
  nChanged 213
		SP:Iteration 54Q (32266.000000 sec): 3 clusters
  Score: Raw -37681240.898591 + Penalty 4168.395268 = -37677072.503323
  nChanged 193
		SP:Iteration 55Q (32267.620000 sec): 3 clusters
  Score: Raw -37681244.682878 + Penalty 4168.395268 = -37677076.287609
  nChanged 164
		SP:Iteration 56Q (32269.270000 sec): 3 clusters
  Score: Raw -37681247.686231 + Penalty 4168.395268 = -37677079.290963
  nChanged 140
		SP:Iteration 57Q (32270.820000 sec): 3 clusters
  Score: Raw -37681250.136614 + Penalty 4168.395268 = -37677081.741346
  nChanged 121
		SP:Iteration 58Q (32272.380000 sec): 3 clusters
  Score: Raw -37681252.256755 + Penalty 4168.395268 = -37677083.861487
  nChanged 93
		SP:Iteration 59Q (32274.010000 sec): 3 clusters
  Score: Raw -37681253.935260 + Penalty 4168.395268 = -37677085.539992
  nChanged 104
		SP:Iteration 60F (32275.840000 sec): 3 clusters
  Score: Raw -37681255.688703 + Penalty 4168.395268 = -37677087.293435
  nChanged 91
		SP:Iteration 61Q (32277.730000 sec): 3 clusters
  Score: Raw -37681257.139141 + Penalty 4168.395268 = -37677088.743872
  nChanged 90
		SP:Iteration 62Q (32279.580000 sec): 3 clusters
  Score: Raw -37681258.515960 + Penalty 4168.395268 = -37677090.120691
  nChanged 80
		SP:Iteration 63Q (32281.250000 sec): 3 clusters
  Score: Raw -37681259.752173 + Penalty 4168.395268 = -37677091.356905
  nChanged 72
		SP:Iteration 64Q (32282.860000 sec): 3 clusters
  Score: Raw -37681260.727130 + Penalty 4168.395268 = -37677092.331862
  nChanged 68
		SP:Iteration 65Q (32284.560000 sec): 3 clusters
  Score: Raw -37681261.644731 + Penalty 4168.395268 = -37677093.249462
  nChanged 69
		SP:Iteration 66Q (32286.210000 sec): 3 clusters
  Score: Raw -37681262.645027 + Penalty 4168.395268 = -37677094.249758
  nChanged 58
		SP:Iteration 67Q (32287.750000 sec): 3 clusters
  Score: Raw -37681263.568312 + Penalty 4168.395268 = -37677095.173043
  nChanged 62
		SP:Iteration 68Q (32289.370000 sec): 3 clusters
  Score: Raw -37681264.435644 + Penalty 4168.395268 = -37677096.040376
  nChanged 59
		SP:Iteration 69Q (32291.030000 sec): 3 clusters
  Score: Raw -37681265.164296 + Penalty 4168.395268 = -37677096.769028
  nChanged 50
		SP:Iteration 70Q (32292.640000 sec): 3 clusters
  Score: Raw -37681265.797072 + Penalty 4168.395268 = -37677097.401803
  nChanged 45
		SP:Iteration 71Q (32294.450000 sec): 3 clusters
  Score: Raw -37681266.285247 + Penalty 4168.395268 = -37677097.889979
  nChanged 49
		SP:Iteration 72Q (32296.260000 sec): 3 clusters
  Score: Raw -37681266.727710 + Penalty 4168.395268 = -37677098.332442
  nChanged 38
		SP:Iteration 73Q (32298.060000 sec): 3 clusters
  Score: Raw -37681267.106385 + Penalty 4168.395268 = -37677098.711116
  nChanged 41
		SP:Iteration 74Q (32299.790000 sec): 3 clusters
  Score: Raw -37681267.503885 + Penalty 4168.395268 = -37677099.108617
  nChanged 35
		SP:Iteration 75Q (32301.570000 sec): 3 clusters
  Score: Raw -37681267.838174 + Penalty 4168.395268 = -37677099.442905
  nChanged 37
		SP:Iteration 76Q (32303.420000 sec): 3 clusters
  Score: Raw -37681268.287555 + Penalty 4168.395268 = -37677099.892287
  nChanged 37
		SP:Iteration 77Q (32305.160000 sec): 3 clusters
  Score: Raw -37681268.671736 + Penalty 4168.395268 = -37677100.276467
  nChanged 33
		SP:Iteration 78Q (32306.830000 sec): 3 clusters
  Score: Raw -37681268.953231 + Penalty 4168.395268 = -37677100.557962
  nChanged 32
		SP:Iteration 79Q (32308.480000 sec): 3 clusters
  Score: Raw -37681269.192391 + Penalty 4168.395268 = -37677100.797123
  nChanged 26
		SP:Iteration 80F (32310.190000 sec): 3 clusters
  Score: Raw -37681269.362469 + Penalty 4168.395268 = -37677100.967200
  nChanged 24
		SP:Iteration 81Q (32311.830000 sec): 3 clusters
  Score: Raw -37681269.538185 + Penalty 4168.395268 = -37677101.142916
  nChanged 15
		SP:Iteration 82Q (32313.560000 sec): 3 clusters
  Score: Raw -37681269.669679 + Penalty 4168.395268 = -37677101.274411
  nChanged 17
		SP:Iteration 83Q (32315.270000 sec): 3 clusters
  Score: Raw -37681269.786133 + Penalty 4168.395268 = -37677101.390865
  nChanged 17
		SP:Iteration 84Q (32316.820000 sec): 3 clusters
  Score: Raw -37681269.884125 + Penalty 4168.395268 = -37677101.488857
  nChanged 12
		SP:Iteration 85Q (32318.740000 sec): 3 clusters
  Score: Raw -37681269.955329 + Penalty 4168.395268 = -37677101.560061
  nChanged 9
		SP:Iteration 86Q (32320.640000 sec): 3 clusters
  Score: Raw -37681270.014715 + Penalty 4168.395268 = -37677101.619447
  nChanged 7
		SP:Iteration 87Q (32322.450000 sec): 3 clusters
  Score: Raw -37681270.062459 + Penalty 4168.395268 = -37677101.667191
  nChanged 4
		SP:Iteration 88Q (32324.080000 sec): 3 clusters
  Score: Raw -37681270.087859 + Penalty 4168.395268 = -37677101.692591
  nChanged 9
		SP:Iteration 89Q (32325.780000 sec): 3 clusters
  Score: Raw -37681270.154737 + Penalty 4168.395268 = -37677101.759468
  nChanged 9
		SP:Iteration 90Q (32327.720000 sec): 3 clusters
  Score: Raw -37681270.201114 + Penalty 4168.395268 = -37677101.805845
  nChanged 8
		SP:Iteration 91Q (32329.920000 sec): 3 clusters
  Score: Raw -37681270.265200 + Penalty 4168.395268 = -37677101.869932
  nChanged 14
		SP:Iteration 92Q (32331.750000 sec): 3 clusters
  Score: Raw -37681270.378574 + Penalty 4168.395268 = -37677101.983305
  nChanged 17
		SP:Iteration 93Q (32333.500000 sec): 3 clusters
  Score: Raw -37681270.518954 + Penalty 4168.395268 = -37677102.123685
  nChanged 19
		SP:Iteration 94Q (32335.170000 sec): 3 clusters
  Score: Raw -37681270.645090 + Penalty 4168.395268 = -37677102.249822
  nChanged 14
		SP:Iteration 95Q (32336.850000 sec): 3 clusters
  Score: Raw -37681270.737872 + Penalty 4168.395268 = -37677102.342603
  nChanged 15
		SP:Iteration 96Q (32338.590000 sec): 3 clusters
  Score: Raw -37681270.832576 + Penalty 4168.395268 = -37677102.437308
  nChanged 16
		SP:Iteration 97Q (32340.300000 sec): 3 clusters
  Score: Raw -37681270.939045 + Penalty 4168.395268 = -37677102.543777
  nChanged 11
		SP:Iteration 98Q (32341.880000 sec): 3 clusters
  Score: Raw -37681271.010697 + Penalty 4168.395268 = -37677102.615428
  nChanged 9
		SP:Iteration 99Q (32343.500000 sec): 3 clusters
  Score: Raw -37681271.065212 + Penalty 4168.395268 = -37677102.669944
  nChanged 9
		SP:Iteration 100F (32345.290000 sec): 3 clusters
  Score: Raw -37681271.136123 + Penalty 4168.395268 = -37677102.740854
  nChanged 9
		SP:Iteration 101Q (32347.050000 sec): 3 clusters
  Score: Raw -37681271.200057 + Penalty 4168.395268 = -37677102.804789
  nChanged 10
		SP:Iteration 102Q (32348.990000 sec): 3 clusters
  Score: Raw -37681271.271253 + Penalty 4168.395268 = -37677102.875984
  nChanged 7
		SP:Iteration 103Q (32350.790000 sec): 3 clusters
  Score: Raw -37681271.305453 + Penalty 4168.395268 = -37677102.910185
  nChanged 5
		SP:Iteration 104Q (32352.540000 sec): 3 clusters
  Score: Raw -37681271.333567 + Penalty 4168.395268 = -37677102.938299
  nChanged 3
		SP:Iteration 105Q (32354.430000 sec): 3 clusters
  Score: Raw -37681271.345903 + Penalty 4168.395268 = -37677102.950635
  nChanged 1
		SP:Iteration 106Q (32356.310000 sec): 3 clusters
  Score: Raw -37681271.350003 + Penalty 4168.395268 = -37677102.954734
  nChanged 2
		SP:Iteration 107Q (32358.060000 sec): 3 clusters
  Score: Raw -37681271.357835 + Penalty 4168.395268 = -37677102.962567
  nChanged 2
		SP:Iteration 108Q (32359.850000 sec): 3 clusters
  Score: Raw -37681271.366206 + Penalty 4168.395268 = -37677102.970937
  nChanged 2
		SP:Iteration 109Q (32361.690000 sec): 3 clusters
  Score: Raw -37681271.374067 + Penalty 4168.395268 = -37677102.978798
  nChanged 1
		SP:Iteration 110Q (32363.830000 sec): 3 clusters
  Score: Raw -37681271.379550 + Penalty 4168.395268 = -37677102.984282
  nChanged 3
		SP:Iteration 111Q (32365.790000 sec): 3 clusters
  Score: Raw -37681271.392272 + Penalty 4168.395268 = -37677102.997004
  nChanged 2
		SP:Iteration 112Q (32367.590000 sec): 3 clusters
  Score: Raw -37681271.404094 + Penalty 4168.395268 = -37677103.008826
  nChanged 3
		SP:Iteration 113Q (32369.220000 sec): 3 clusters
  Score: Raw -37681271.418911 + Penalty 4168.395268 = -37677103.023642
  nChanged 2
		SP:Iteration 114Q (32370.880000 sec): 3 clusters
  Score: Raw -37681271.426005 + Penalty 4168.395268 = -37677103.030737
  nChanged 2
		SP:Iteration 115Q (32372.540000 sec): 3 clusters
  Score: Raw -37681271.438480 + Penalty 4168.395268 = -37677103.043212
  nChanged 3
		SP:Iteration 116Q (32374.160000 sec): 3 clusters
  Score: Raw -37681271.456946 + Penalty 4168.395268 = -37677103.061678
  nChanged 0
		SP:Iteration 117F (32375.900000 sec): 3 clusters
  Score: Raw -37681271.456946 + Penalty 4168.395268 = -37677103.061678
  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 7.98 GB.

 Trying to split cluster 20 (12544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32376.220000 sec): 2 clusters
  Score: Raw -1113086.647180 + Penalty 1533.512133 = -1111553.135047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32376.510000 sec): 3 clusters
  Score: Raw -1105821.713885 + Penalty 3067.024266 = -1102754.689619
  nChanged 5697
		SP:Iteration 1F (32376.740000 sec): 3 clusters
  Score: Raw -1110586.648655 + Penalty 3067.024266 = -1107519.624388
  nChanged 1596
		SP:Iteration 2F (32376.980000 sec): 3 clusters
  Score: Raw -1113350.828509 + Penalty 3067.024266 = -1110283.804243
  nChanged 1594
		SP:Iteration 3F (32377.220000 sec): 3 clusters
  Score: Raw -1115817.483629 + Penalty 3067.024266 = -1112750.459362
  nChanged 1293
		SP:Iteration 4F (32377.480000 sec): 3 clusters
  Score: Raw -1117360.569751 + Penalty 3067.024266 = -1114293.545485
  nChanged 893
		SP:Iteration 5F (32377.750000 sec): 3 clusters
  Score: Raw -1118192.381857 + Penalty 3067.024266 = -1115125.357590
  nChanged 549
		SP:Iteration 6Q (32378.060000 sec): 3 clusters
  Score: Raw -1118622.472524 + Penalty 3067.024266 = -1115555.448257
  nChanged 351
		SP:Iteration 7Q (32378.320000 sec): 3 clusters
  Score: Raw -1118811.397188 + Penalty 3067.024266 = -1115744.372922
  nChanged 213
		SP:Iteration 8Q (32378.580000 sec): 3 clusters
  Score: Raw -1118884.450698 + Penalty 3067.024266 = -1115817.426431
  nChanged 98
		SP:Iteration 9Q (32378.780000 sec): 3 clusters
  Score: Raw -1118907.466019 + Penalty 3067.024266 = -1115840.441753
  nChanged 57
		SP:Iteration 10Q (32379.070000 sec): 3 clusters
  Score: Raw -1118917.157042 + Penalty 3067.024266 = -1115850.132775
  nChanged 43
		SP:Iteration 11Q (32379.370000 sec): 3 clusters
  Score: Raw -1118923.005523 + Penalty 3067.024266 = -1115855.981256
  nChanged 31
		SP:Iteration 12Q (32379.670000 sec): 3 clusters
  Score: Raw -1118927.443713 + Penalty 3067.024266 = -1115860.419447
  nChanged 27
		SP:Iteration 13Q (32379.940000 sec): 3 clusters
  Score: Raw -1118930.722710 + Penalty 3067.024266 = -1115863.698444
  nChanged 20
		SP:Iteration 14Q (32380.170000 sec): 3 clusters
  Score: Raw -1118932.364423 + Penalty 3067.024266 = -1115865.340157
  nChanged 13
		SP:Iteration 15Q (32380.420000 sec): 3 clusters
  Score: Raw -1118934.076699 + Penalty 3067.024266 = -1115867.052433
  nChanged 10
		SP:Iteration 16Q (32380.630000 sec): 3 clusters
  Score: Raw -1118934.779132 + Penalty 3067.024266 = -1115867.754866
  nChanged 5
		SP:Iteration 17Q (32380.900000 sec): 3 clusters
  Score: Raw -1118935.093267 + Penalty 3067.024266 = -1115868.069001
  nChanged 2
		SP:Iteration 18Q (32381.200000 sec): 3 clusters
  Score: Raw -1118935.198262 + Penalty 3067.024266 = -1115868.173996
  nChanged 1
		SP:Iteration 19Q (32381.460000 sec): 3 clusters
  Score: Raw -1118935.269593 + Penalty 3067.024266 = -1115868.245326
  nChanged 2
		SP:Iteration 20F (32381.700000 sec): 3 clusters
  Score: Raw -1118935.368033 + Penalty 3067.024266 = -1115868.343767
  nChanged 3
		SP:Iteration 21Q (32381.980000 sec): 3 clusters
  Score: Raw -1118935.566089 + Penalty 3067.024266 = -1115868.541822
  nChanged 3
		SP:Iteration 22Q (32382.300000 sec): 3 clusters
  Score: Raw -1118935.726352 + Penalty 3067.024266 = -1115868.702085
  nChanged 1
		SP:Iteration 23Q (32382.570000 sec): 3 clusters
  Score: Raw -1118935.754165 + Penalty 3067.024266 = -1115868.729898
  nChanged 0
		SP:Iteration 24F (32382.860000 sec): 3 clusters
  Score: Raw -1118935.754165 + Penalty 3067.024266 = -1115868.729898
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Iteration 20F (32446.430000 sec): 36 clusters
  Score: Raw -107342594.987938 + Penalty 79124.603526 = -107263470.384412
  nChanged 55665
Iteration 21F (32513.030000 sec): 36 clusters
  Score: Raw -107369587.935276 + Penalty 79124.603526 = -107290463.331750
  nChanged 26286
Iteration 22Q (32552.300000 sec): 36 clusters
  Score: Raw -107379964.172676 + Penalty 79124.603526 = -107300839.569150
  nChanged 18660
Iteration 23Q (32588.730000 sec): 36 clusters
  Score: Raw -107386305.744803 + Penalty 79124.603526 = -107307181.141277
  nChanged 15134
Iteration 24Q (32631.480000 sec): 36 clusters
  Score: Raw -107390800.885939 + Penalty 79124.603526 = -107311676.282413
  nChanged 12864
Iteration 25Q (32670.660000 sec): 36 clusters
  Score: Raw -107394141.561662 + Penalty 79124.603526 = -107315016.958136
  nChanged 10909
Iteration 26Q (32712.080000 sec): 36 clusters
  Score: Raw -107396606.721958 + Penalty 79124.603526 = -107317482.118433
  nChanged 9538
Iteration 27Q (32755.960000 sec): 36 clusters
  Score: Raw -107398517.179123 + Penalty 79124.603526 = -107319392.575598
  nChanged 8412
Iteration 28Q (32794.130000 sec): 36 clusters
  Score: Raw -107400021.709004 + Penalty 79124.603526 = -107320897.105478
  nChanged 7437
Iteration 29Q (32838.800000 sec): 36 clusters
  Score: Raw -107401240.696347 + Penalty 79124.603526 = -107322116.092821
  nChanged 6673
Iteration 30Q (32885.810000 sec): 36 clusters
  Score: Raw -107402245.235098 + Penalty 79124.603526 = -107323120.631572
  nChanged 5931
Iteration 31Q (32929.470000 sec): 36 clusters
  Score: Raw -107403087.384149 + Penalty 79124.603526 = -107323962.780623
  nChanged 5595
Iteration 32Q (32973.590000 sec): 36 clusters
  Score: Raw -107403822.602287 + Penalty 79124.603526 = -107324697.998761
  nChanged 5207
Iteration 33Q (33017.830000 sec): 36 clusters
  Score: Raw -107404494.648723 + Penalty 79124.603526 = -107325370.045197
  nChanged 4959
Iteration 34Q (33059.220000 sec): 36 clusters
  Score: Raw -107405124.558271 + Penalty 79124.603526 = -107325999.954745
  nChanged 4671
Iteration 35Q (33104.860000 sec): 36 clusters
  Score: Raw -107405699.321619 + Penalty 79124.603526 = -107326574.718093
  nChanged 4386
Iteration 36Q (33150.770000 sec): 36 clusters
  Score: Raw -107406238.322572 + Penalty 79124.603526 = -107327113.719046
  nChanged 4276
Iteration 37Q (33191.350000 sec): 36 clusters
  Score: Raw -107406770.752942 + Penalty 79124.603526 = -107327646.149416
  nChanged 4119
Iteration 38Q (33236.110000 sec): 36 clusters
  Score: Raw -107407301.295541 + Penalty 79124.603526 = -107328176.692015
  nChanged 4077
Iteration 39Q (33277.930000 sec): 36 clusters
  Score: Raw -107407843.450584 + Penalty 79124.603526 = -107328718.847058
  nChanged 4101
Iteration 40F (33341.700000 sec): 36 clusters
  Score: Raw -107408694.370945 + Penalty 79124.603526 = -107329569.767419
  nChanged 4217
Iteration 41Q (33377.730000 sec): 36 clusters
  Score: Raw -107409554.949209 + Penalty 79124.603526 = -107330430.345683
  nChanged 4422
Iteration 42Q (33412.520000 sec): 36 clusters
  Score: Raw -107410414.877663 + Penalty 79124.603526 = -107331290.274137
  nChanged 4596
Iteration 43Q (33446.570000 sec): 36 clusters
  Score: Raw -107411188.248341 + Penalty 79124.603526 = -107332063.644815
  nChanged 4548
Iteration 44Q (33489.820000 sec): 36 clusters
  Score: Raw -107411879.870036 + Penalty 79124.603526 = -107332755.266510
  nChanged 4328
Iteration 45Q (33549.080000 sec): 36 clusters
  Score: Raw -107412474.244771 + Penalty 79124.603526 = -107333349.641245
  nChanged 4191
Iteration 46Q (33605.450000 sec): 36 clusters
  Score: Raw -107413040.281351 + Penalty 79124.603526 = -107333915.677825
  nChanged 4165
Iteration 47Q (33658.880000 sec): 36 clusters
  Score: Raw -107413571.122591 + Penalty 79124.603526 = -107334446.519066
  nChanged 4070
Iteration 48Q (33712.300000 sec): 36 clusters
  Score: Raw -107414046.230679 + Penalty 79124.603526 = -107334921.627153
  nChanged 4100
Iteration 49Q (33764.510000 sec): 36 clusters
  Score: Raw -107414510.788132 + Penalty 79124.603526 = -107335386.184606
  nChanged 3990
Iteration 50Q (33813.380000 sec): 36 clusters
  Score: Raw -107414961.300729 + Penalty 79124.603526 = -107335836.697203
  nChanged 3865
Iteration 51Q (33863.650000 sec): 36 clusters
  Score: Raw -107415388.434438 + Penalty 79124.603526 = -107336263.830912
  nChanged 3822
Iteration 52Q (33919.300000 sec): 36 clusters
  Score: Raw -107415806.453611 + Penalty 79124.603526 = -107336681.850085
  nChanged 3857
Iteration 53Q (33975.050000 sec): 36 clusters
  Score: Raw -107416242.717707 + Penalty 79124.603526 = -107337118.114182
  nChanged 3865
Iteration 54Q (34029.890000 sec): 36 clusters
  Score: Raw -107416672.152717 + Penalty 79124.603526 = -107337547.549191
  nChanged 3736
Iteration 55Q (34080.080000 sec): 36 clusters
  Score: Raw -107417084.506281 + Penalty 79124.603526 = -107337959.902755
  nChanged 3635
Iteration 56Q (34132.620000 sec): 36 clusters
  Score: Raw -107417498.957214 + Penalty 79124.603526 = -107338374.353689
  nChanged 3698
Iteration 57Q (34181.850000 sec): 36 clusters
  Score: Raw -107417952.960335 + Penalty 79124.603526 = -107338828.356809
  nChanged 3675
Iteration 58Q (34229.010000 sec): 36 clusters
  Score: Raw -107418487.564151 + Penalty 79124.603526 = -107339362.960625
  nChanged 3592
Writing temp clu file 
Because OldScore, -107338828.356809, is greater than current (better) Score,-107339362.960625 
 Compute initial score before splitting:   Score: Raw -107418487.564151 + Penalty 79124.603526 = -107339362.960625
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (52975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34229.600000 sec): 2 clusters
  Score: Raw -5057071.227561 + Penalty 1767.606000 = -5055303.621561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34230.060000 sec): 3 clusters
  Score: Raw -5023355.007353 + Penalty 3535.212000 = -5019819.795354
  nChanged 25020
		SP:Iteration 1F (34230.520000 sec): 3 clusters
  Score: Raw -5038007.287526 + Penalty 3535.212000 = -5034472.075527
  nChanged 2343
		SP:Iteration 2Q (34231.060000 sec): 3 clusters
  Score: Raw -5038777.436748 + Penalty 3535.212000 = -5035242.224749
  nChanged 2367
		SP:Iteration 3Q (34231.530000 sec): 3 clusters
  Score: Raw -5039656.867333 + Penalty 3535.212000 = -5036121.655333
  nChanged 2544
		SP:Iteration 4Q (34232.100000 sec): 3 clusters
  Score: Raw -5040781.136274 + Penalty 3535.212000 = -5037245.924275
  nChanged 2756
		SP:Iteration 5F (34232.600000 sec): 3 clusters
  Score: Raw -5042335.786366 + Penalty 3535.212000 = -5038800.574367
  nChanged 3056
		SP:Iteration 6F (34233.140000 sec): 3 clusters
  Score: Raw -5044478.315244 + Penalty 3535.212000 = -5040943.103244
  nChanged 3216
		SP:Iteration 7F (34233.610000 sec): 3 clusters
  Score: Raw -5046837.667327 + Penalty 3535.212000 = -5043302.455328
  nChanged 2961
		SP:Iteration 8F (34234.090000 sec): 3 clusters
  Score: Raw -5048822.025075 + Penalty 3535.212000 = -5045286.813075
  nChanged 2397
		SP:Iteration 9Q (34234.600000 sec): 3 clusters
  Score: Raw -5050001.887792 + Penalty 3535.212000 = -5046466.675792
  nChanged 1630
		SP:Iteration 10Q (34235.100000 sec): 3 clusters
  Score: Raw -5050568.294886 + Penalty 3535.212000 = -5047033.082887
  nChanged 1109
		SP:Iteration 11Q (34235.620000 sec): 3 clusters
  Score: Raw -5050892.593017 + Penalty 3535.212000 = -5047357.381018
  nChanged 859
		SP:Iteration 12Q (34236.120000 sec): 3 clusters
  Score: Raw -5051144.595534 + Penalty 3535.212000 = -5047609.383534
  nChanged 744
		SP:Iteration 13Q (34236.630000 sec): 3 clusters
  Score: Raw -5051366.649532 + Penalty 3535.212000 = -5047831.437532
  nChanged 742
		SP:Iteration 14Q (34237.130000 sec): 3 clusters
  Score: Raw -5051589.592590 + Penalty 3535.212000 = -5048054.380590
  nChanged 735
		SP:Iteration 15Q (34237.610000 sec): 3 clusters
  Score: Raw -5051818.982232 + Penalty 3535.212000 = -5048283.770232
  nChanged 733
		SP:Iteration 16Q (34238.070000 sec): 3 clusters
  Score: Raw -5052062.935031 + Penalty 3535.212000 = -5048527.723031
  nChanged 758
		SP:Iteration 17Q (34238.590000 sec): 3 clusters
  Score: Raw -5052303.322640 + Penalty 3535.212000 = -5048768.110640
  nChanged 726
		SP:Iteration 18Q (34239.090000 sec): 3 clusters
  Score: Raw -5052531.398703 + Penalty 3535.212000 = -5048996.186703
  nChanged 719
		SP:Iteration 19Q (34239.580000 sec): 3 clusters
  Score: Raw -5052752.937975 + Penalty 3535.212000 = -5049217.725976
  nChanged 667
		SP:Iteration 20F (34240.100000 sec): 3 clusters
  Score: Raw -5052947.641725 + Penalty 3535.212000 = -5049412.429725
  nChanged 631
		SP:Iteration 21Q (34240.580000 sec): 3 clusters
  Score: Raw -5053120.590431 + Penalty 3535.212000 = -5049585.378432
  nChanged 604
		SP:Iteration 22Q (34241.020000 sec): 3 clusters
  Score: Raw -5053285.908269 + Penalty 3535.212000 = -5049750.696269
  nChanged 592
		SP:Iteration 23Q (34241.490000 sec): 3 clusters
  Score: Raw -5053461.321342 + Penalty 3535.212000 = -5049926.109342
  nChanged 583
		SP:Iteration 24Q (34241.950000 sec): 3 clusters
  Score: Raw -5053626.875748 + Penalty 3535.212000 = -5050091.663749
  nChanged 570
		SP:Iteration 25Q (34242.390000 sec): 3 clusters
  Score: Raw -5053789.930791 + Penalty 3535.212000 = -5050254.718791
  nChanged 574
		SP:Iteration 26Q (34242.830000 sec): 3 clusters
  Score: Raw -5053959.887695 + Penalty 3535.212000 = -5050424.675696
  nChanged 595
		SP:Iteration 27Q (34243.310000 sec): 3 clusters
  Score: Raw -5054128.210221 + Penalty 3535.212000 = -5050592.998221
  nChanged 609
		SP:Iteration 28Q (34243.770000 sec): 3 clusters
  Score: Raw -5054310.833730 + Penalty 3535.212000 = -5050775.621730
  nChanged 629
		SP:Iteration 29Q (34244.270000 sec): 3 clusters
  Score: Raw -5054508.580241 + Penalty 3535.212000 = -5050973.368242
  nChanged 625
		SP:Iteration 30Q (34244.750000 sec): 3 clusters
  Score: Raw -5054713.312696 + Penalty 3535.212000 = -5051178.100697
  nChanged 630
		SP:Iteration 31Q (34245.310000 sec): 3 clusters
  Score: Raw -5054925.602719 + Penalty 3535.212000 = -5051390.390719
  nChanged 672
		SP:Iteration 32Q (34245.780000 sec): 3 clusters
  Score: Raw -5055167.324350 + Penalty 3535.212000 = -5051632.112350
  nChanged 647
		SP:Iteration 33Q (34246.270000 sec): 3 clusters
  Score: Raw -5055406.518646 + Penalty 3535.212000 = -5051871.306646
  nChanged 626
		SP:Iteration 34Q (34246.710000 sec): 3 clusters
  Score: Raw -5055636.219479 + Penalty 3535.212000 = -5052101.007480
  nChanged 596
		SP:Iteration 35Q (34247.250000 sec): 3 clusters
  Score: Raw -5055855.214231 + Penalty 3535.212000 = -5052320.002232
  nChanged 532
		SP:Iteration 36Q (34247.680000 sec): 3 clusters
  Score: Raw -5056068.435956 + Penalty 3535.212000 = -5052533.223956
  nChanged 512
		SP:Iteration 37Q (34248.200000 sec): 3 clusters
  Score: Raw -5056261.043672 + Penalty 3535.212000 = -5052725.831672
  nChanged 442
		SP:Iteration 38Q (34248.660000 sec): 3 clusters
  Score: Raw -5056431.762963 + Penalty 3535.212000 = -5052896.550964
  nChanged 431
		SP:Iteration 39Q (34249.140000 sec): 3 clusters
  Score: Raw -5056602.965204 + Penalty 3535.212000 = -5053067.753204
  nChanged 380
		SP:Iteration 40F (34249.560000 sec): 3 clusters
  Score: Raw -5056739.411188 + Penalty 3535.212000 = -5053204.199188
  nChanged 311
		SP:Iteration 41Q (34249.960000 sec): 3 clusters
  Score: Raw -5056845.404079 + Penalty 3535.212000 = -5053310.192079
  nChanged 273
		SP:Iteration 42Q (34250.460000 sec): 3 clusters
  Score: Raw -5056937.357462 + Penalty 3535.212000 = -5053402.145462
  nChanged 268
		SP:Iteration 43Q (34250.960000 sec): 3 clusters
  Score: Raw -5057029.256296 + Penalty 3535.212000 = -5053494.044297
  nChanged 224
		SP:Iteration 44Q (34251.340000 sec): 3 clusters
  Score: Raw -5057108.310616 + Penalty 3535.212000 = -5053573.098616
  nChanged 188
		SP:Iteration 45Q (34251.740000 sec): 3 clusters
  Score: Raw -5057163.555486 + Penalty 3535.212000 = -5053628.343487
  nChanged 146
		SP:Iteration 46Q (34252.280000 sec): 3 clusters
  Score: Raw -5057212.001325 + Penalty 3535.212000 = -5053676.789326
  nChanged 129
		SP:Iteration 47Q (34252.760000 sec): 3 clusters
  Score: Raw -5057253.906936 + Penalty 3535.212000 = -5053718.694937
  nChanged 119
		SP:Iteration 48Q (34253.200000 sec): 3 clusters
  Score: Raw -5057291.330688 + Penalty 3535.212000 = -5053756.118688
  nChanged 97
		SP:Iteration 49Q (34253.730000 sec): 3 clusters
  Score: Raw -5057323.061899 + Penalty 3535.212000 = -5053787.849899
  nChanged 97
		SP:Iteration 50Q (34254.200000 sec): 3 clusters
  Score: Raw -5057363.848047 + Penalty 3535.212000 = -5053828.636047
  nChanged 86
		SP:Iteration 51Q (34254.640000 sec): 3 clusters
  Score: Raw -5057395.956957 + Penalty 3535.212000 = -5053860.744957
  nChanged 83
		SP:Iteration 52Q (34255.040000 sec): 3 clusters
  Score: Raw -5057424.828073 + Penalty 3535.212000 = -5053889.616074
  nChanged 71
		SP:Iteration 53Q (34255.400000 sec): 3 clusters
  Score: Raw -5057449.089204 + Penalty 3535.212000 = -5053913.877205
  nChanged 51
		SP:Iteration 54Q (34255.860000 sec): 3 clusters
  Score: Raw -5057465.443354 + Penalty 3535.212000 = -5053930.231355
  nChanged 52
		SP:Iteration 55Q (34256.320000 sec): 3 clusters
  Score: Raw -5057481.519628 + Penalty 3535.212000 = -5053946.307629
  nChanged 44
		SP:Iteration 56Q (34256.740000 sec): 3 clusters
  Score: Raw -5057494.783453 + Penalty 3535.212000 = -5053959.571454
  nChanged 36
		SP:Iteration 57Q (34257.230000 sec): 3 clusters
  Score: Raw -5057503.449869 + Penalty 3535.212000 = -5053968.237869
  nChanged 33
		SP:Iteration 58Q (34257.660000 sec): 3 clusters
  Score: Raw -5057512.680300 + Penalty 3535.212000 = -5053977.468300
  nChanged 30
		SP:Iteration 59Q (34258.120000 sec): 3 clusters
  Score: Raw -5057519.897936 + Penalty 3535.212000 = -5053984.685936
  nChanged 22
		SP:Iteration 60F (34258.660000 sec): 3 clusters
  Score: Raw -5057526.631437 + Penalty 3535.212000 = -5053991.419437
  nChanged 23
		SP:Iteration 61Q (34259.100000 sec): 3 clusters
  Score: Raw -5057533.151480 + Penalty 3535.212000 = -5053997.939480
  nChanged 16
		SP:Iteration 62Q (34259.510000 sec): 3 clusters
  Score: Raw -5057538.265493 + Penalty 3535.212000 = -5054003.053494
  nChanged 26
		SP:Iteration 63Q (34259.950000 sec): 3 clusters
  Score: Raw -5057546.929469 + Penalty 3535.212000 = -5054011.717470
  nChanged 27
		SP:Iteration 64Q (34260.370000 sec): 3 clusters
  Score: Raw -5057556.860115 + Penalty 3535.212000 = -5054021.648116
  nChanged 23
		SP:Iteration 65Q (34260.840000 sec): 3 clusters
  Score: Raw -5057565.624884 + Penalty 3535.212000 = -5054030.412884
  nChanged 21
		SP:Iteration 66Q (34261.250000 sec): 3 clusters
  Score: Raw -5057570.878238 + Penalty 3535.212000 = -5054035.666239
  nChanged 17
		SP:Iteration 67Q (34261.720000 sec): 3 clusters
  Score: Raw -5057577.086600 + Penalty 3535.212000 = -5054041.874601
  nChanged 22
		SP:Iteration 68Q (34262.100000 sec): 3 clusters
  Score: Raw -5057584.031006 + Penalty 3535.212000 = -5054048.819006
  nChanged 24
		SP:Iteration 69Q (34262.600000 sec): 3 clusters
  Score: Raw -5057593.744504 + Penalty 3535.212000 = -5054058.532504
  nChanged 26
		SP:Iteration 70Q (34263.040000 sec): 3 clusters
  Score: Raw -5057603.903355 + Penalty 3535.212000 = -5054068.691356
  nChanged 18
		SP:Iteration 71Q (34263.520000 sec): 3 clusters
  Score: Raw -5057609.847011 + Penalty 3535.212000 = -5054074.635011
  nChanged 18
		SP:Iteration 72Q (34264.050000 sec): 3 clusters
  Score: Raw -5057614.079876 + Penalty 3535.212000 = -5054078.867876
  nChanged 12
		SP:Iteration 73Q (34264.490000 sec): 3 clusters
  Score: Raw -5057617.390396 + Penalty 3535.212000 = -5054082.178397
  nChanged 14
		SP:Iteration 74Q (34264.950000 sec): 3 clusters
  Score: Raw -5057621.541322 + Penalty 3535.212000 = -5054086.329323
  nChanged 14
		SP:Iteration 75Q (34265.330000 sec): 3 clusters
  Score: Raw -5057625.572649 + Penalty 3535.212000 = -5054090.360650
  nChanged 9
		SP:Iteration 76Q (34265.750000 sec): 3 clusters
  Score: Raw -5057627.444371 + Penalty 3535.212000 = -5054092.232372
  nChanged 3
		SP:Iteration 77Q (34266.150000 sec): 3 clusters
  Score: Raw -5057627.801949 + Penalty 3535.212000 = -5054092.589949
  nChanged 3
		SP:Iteration 78Q (34266.540000 sec): 3 clusters
  Score: Raw -5057628.546245 + Penalty 3535.212000 = -5054093.334245
  nChanged 4
		SP:Iteration 79Q (34267.000000 sec): 3 clusters
  Score: Raw -5057629.581478 + Penalty 3535.212000 = -5054094.369478
  nChanged 4
		SP:Iteration 80F (34267.390000 sec): 3 clusters
  Score: Raw -5057630.408127 + Penalty 3535.212000 = -5054095.196128
  nChanged 4
		SP:Iteration 81Q (34267.730000 sec): 3 clusters
  Score: Raw -5057631.203584 + Penalty 3535.212000 = -5054095.991584
  nChanged 3
		SP:Iteration 82Q (34268.160000 sec): 3 clusters
  Score: Raw -5057631.642941 + Penalty 3535.212000 = -5054096.430942
  nChanged 4
		SP:Iteration 83Q (34268.510000 sec): 3 clusters
  Score: Raw -5057632.530248 + Penalty 3535.212000 = -5054097.318248
  nChanged 4
		SP:Iteration 84Q (34268.990000 sec): 3 clusters
  Score: Raw -5057634.246082 + Penalty 3535.212000 = -5054099.034083
  nChanged 9
		SP:Iteration 85Q (34269.520000 sec): 3 clusters
  Score: Raw -5057637.417297 + Penalty 3535.212000 = -5054102.205298
  nChanged 11
		SP:Iteration 86Q (34269.980000 sec): 3 clusters
  Score: Raw -5057642.331394 + Penalty 3535.212000 = -5054107.119395
  nChanged 17
		SP:Iteration 87Q (34270.350000 sec): 3 clusters
  Score: Raw -5057648.750963 + Penalty 3535.212000 = -5054113.538964
  nChanged 22
		SP:Iteration 88Q (34270.740000 sec): 3 clusters
  Score: Raw -5057657.067663 + Penalty 3535.212000 = -5054121.855664
  nChanged 21
		SP:Iteration 89Q (34271.170000 sec): 3 clusters
  Score: Raw -5057664.303572 + Penalty 3535.212000 = -5054129.091573
  nChanged 15
		SP:Iteration 90Q (34271.690000 sec): 3 clusters
  Score: Raw -5057668.635215 + Penalty 3535.212000 = -5054133.423215
  nChanged 10
		SP:Iteration 91Q (34272.080000 sec): 3 clusters
  Score: Raw -5057670.963525 + Penalty 3535.212000 = -5054135.751525
  nChanged 7
		SP:Iteration 92Q (34272.600000 sec): 3 clusters
  Score: Raw -5057672.929742 + Penalty 3535.212000 = -5054137.717742
  nChanged 7
		SP:Iteration 93Q (34273.070000 sec): 3 clusters
  Score: Raw -5057674.949678 + Penalty 3535.212000 = -5054139.737678
  nChanged 6
		SP:Iteration 94Q (34273.530000 sec): 3 clusters
  Score: Raw -5057676.114250 + Penalty 3535.212000 = -5054140.902250
  nChanged 2
		SP:Iteration 95Q (34273.950000 sec): 3 clusters
  Score: Raw -5057676.606684 + Penalty 3535.212000 = -5054141.394685
  nChanged 4
		SP:Iteration 96Q (34274.450000 sec): 3 clusters
  Score: Raw -5057677.574002 + Penalty 3535.212000 = -5054142.362002
  nChanged 1
		SP:Iteration 97Q (34274.910000 sec): 3 clusters
  Score: Raw -5057677.797743 + Penalty 3535.212000 = -5054142.585743
  nChanged 0
		SP:Iteration 98F (34275.360000 sec): 3 clusters
  Score: Raw -5057677.797743 + Penalty 3535.212000 = -5054142.585743
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (39380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34275.670000 sec): 2 clusters
  Score: Raw -4109617.366095 + Penalty 1719.414670 = -4107897.951425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34276.170000 sec): 3 clusters
  Score: Raw -4084976.695684 + Penalty 3438.829339 = -4081537.866345
  nChanged 18366
		SP:Iteration 1F (34276.570000 sec): 3 clusters
  Score: Raw -4095811.763559 + Penalty 3438.829339 = -4092372.934219
  nChanged 2531
		SP:Iteration 2F (34277.050000 sec): 3 clusters
  Score: Raw -4097365.753367 + Penalty 3438.829339 = -4093926.924028
  nChanged 3109
		SP:Iteration 3F (34277.450000 sec): 3 clusters
  Score: Raw -4099747.823457 + Penalty 3438.829339 = -4096308.994117
  nChanged 3418
		SP:Iteration 4F (34277.900000 sec): 3 clusters
  Score: Raw -4102460.725455 + Penalty 3438.829339 = -4099021.896115
  nChanged 3115
		SP:Iteration 5F (34278.340000 sec): 3 clusters
  Score: Raw -4104503.280292 + Penalty 3438.829339 = -4101064.450952
  nChanged 2337
		SP:Iteration 6F (34278.770000 sec): 3 clusters
  Score: Raw -4105660.921684 + Penalty 3438.829339 = -4102222.092345
  nChanged 1561
		SP:Iteration 7Q (34279.200000 sec): 3 clusters
  Score: Raw -4106254.791841 + Penalty 3438.829339 = -4102815.962501
  nChanged 1044
		SP:Iteration 8Q (34279.670000 sec): 3 clusters
  Score: Raw -4106599.522701 + Penalty 3438.829339 = -4103160.693362
  nChanged 758
		SP:Iteration 9Q (34280.080000 sec): 3 clusters
  Score: Raw -4106827.526629 + Penalty 3438.829339 = -4103388.697290
  nChanged 586
		SP:Iteration 10Q (34280.530000 sec): 3 clusters
  Score: Raw -4106983.506811 + Penalty 3438.829339 = -4103544.677472
  nChanged 511
		SP:Iteration 11Q (34280.860000 sec): 3 clusters
  Score: Raw -4107108.397108 + Penalty 3438.829339 = -4103669.567769
  nChanged 508
		SP:Iteration 12Q (34281.230000 sec): 3 clusters
  Score: Raw -4107226.706500 + Penalty 3438.829339 = -4103787.877161
  nChanged 489
		SP:Iteration 13Q (34281.770000 sec): 3 clusters
  Score: Raw -4107336.875921 + Penalty 3438.829339 = -4103898.046581
  nChanged 471
		SP:Iteration 14Q (34282.190000 sec): 3 clusters
  Score: Raw -4107449.543914 + Penalty 3438.829339 = -4104010.714575
  nChanged 449
		SP:Iteration 15Q (34282.580000 sec): 3 clusters
  Score: Raw -4107563.825563 + Penalty 3438.829339 = -4104124.996224
  nChanged 458
		SP:Iteration 16Q (34282.970000 sec): 3 clusters
  Score: Raw -4107687.151074 + Penalty 3438.829339 = -4104248.321735
  nChanged 493
		SP:Iteration 17Q (34283.350000 sec): 3 clusters
  Score: Raw -4107842.708508 + Penalty 3438.829339 = -4104403.879168
  nChanged 494
		SP:Iteration 18Q (34283.770000 sec): 3 clusters
  Score: Raw -4108003.669131 + Penalty 3438.829339 = -4104564.839792
  nChanged 484
		SP:Iteration 19Q (34284.210000 sec): 3 clusters
  Score: Raw -4108173.972862 + Penalty 3438.829339 = -4104735.143523
  nChanged 489
		SP:Iteration 20F (34284.670000 sec): 3 clusters
  Score: Raw -4108370.081476 + Penalty 3438.829339 = -4104931.252137
  nChanged 465
		SP:Iteration 21Q (34285.140000 sec): 3 clusters
  Score: Raw -4108607.462765 + Penalty 3438.829339 = -4105168.633425
  nChanged 442
		SP:Iteration 22Q (34285.640000 sec): 3 clusters
  Score: Raw -4108894.226173 + Penalty 3438.829339 = -4105455.396833
  nChanged 429
		SP:Iteration 23Q (34286.060000 sec): 3 clusters
  Score: Raw -4109215.575584 + Penalty 3438.829339 = -4105776.746245
  nChanged 380
		SP:Iteration 24Q (34286.490000 sec): 3 clusters
  Score: Raw -4109524.561173 + Penalty 3438.829339 = -4106085.731834
  nChanged 359
		SP:Iteration 25Q (34286.930000 sec): 3 clusters
  Score: Raw -4109872.473170 + Penalty 3438.829339 = -4106433.643830
  nChanged 331
		SP:Iteration 26Q (34287.350000 sec): 3 clusters
  Score: Raw -4110148.708927 + Penalty 3438.829339 = -4106709.879587
  nChanged 290
		SP:Iteration 27Q (34287.680000 sec): 3 clusters
  Score: Raw -4110341.113469 + Penalty 3438.829339 = -4106902.284129
  nChanged 241
		SP:Iteration 28Q (34288.080000 sec): 3 clusters
  Score: Raw -4110451.196440 + Penalty 3438.829339 = -4107012.367101
  nChanged 159
		SP:Iteration 29Q (34288.460000 sec): 3 clusters
  Score: Raw -4110505.916166 + Penalty 3438.829339 = -4107067.086827
  nChanged 109
		SP:Iteration 30Q (34288.820000 sec): 3 clusters
  Score: Raw -4110540.042372 + Penalty 3438.829339 = -4107101.213033
  nChanged 80
		SP:Iteration 31Q (34289.190000 sec): 3 clusters
  Score: Raw -4110565.686421 + Penalty 3438.829339 = -4107126.857081
  nChanged 81
		SP:Iteration 32Q (34289.550000 sec): 3 clusters
  Score: Raw -4110587.220302 + Penalty 3438.829339 = -4107148.390963
  nChanged 60
		SP:Iteration 33Q (34289.950000 sec): 3 clusters
  Score: Raw -4110603.664565 + Penalty 3438.829339 = -4107164.835226
  nChanged 60
		SP:Iteration 34Q (34290.410000 sec): 3 clusters
  Score: Raw -4110616.661680 + Penalty 3438.829339 = -4107177.832341
  nChanged 44
		SP:Iteration 35Q (34290.740000 sec): 3 clusters
  Score: Raw -4110624.865139 + Penalty 3438.829339 = -4107186.035800
  nChanged 39
		SP:Iteration 36Q (34291.110000 sec): 3 clusters
  Score: Raw -4110632.493514 + Penalty 3438.829339 = -4107193.664174
  nChanged 40
		SP:Iteration 37Q (34291.510000 sec): 3 clusters
  Score: Raw -4110639.332634 + Penalty 3438.829339 = -4107200.503295
  nChanged 26
		SP:Iteration 38Q (34291.910000 sec): 3 clusters
  Score: Raw -4110643.463555 + Penalty 3438.829339 = -4107204.634215
  nChanged 19
		SP:Iteration 39Q (34292.350000 sec): 3 clusters
  Score: Raw -4110646.161134 + Penalty 3438.829339 = -4107207.331794
  nChanged 17
		SP:Iteration 40F (34292.740000 sec): 3 clusters
  Score: Raw -4110648.989866 + Penalty 3438.829339 = -4107210.160526
  nChanged 17
		SP:Iteration 41Q (34293.090000 sec): 3 clusters
  Score: Raw -4110651.393496 + Penalty 3438.829339 = -4107212.564157
  nChanged 14
		SP:Iteration 42Q (34293.490000 sec): 3 clusters
  Score: Raw -4110652.798496 + Penalty 3438.829339 = -4107213.969157
  nChanged 8
		SP:Iteration 43Q (34293.920000 sec): 3 clusters
  Score: Raw -4110653.652878 + Penalty 3438.829339 = -4107214.823538
  nChanged 6
		SP:Iteration 44Q (34294.300000 sec): 3 clusters
  Score: Raw -4110654.385508 + Penalty 3438.829339 = -4107215.556168
  nChanged 5
		SP:Iteration 45Q (34294.690000 sec): 3 clusters
  Score: Raw -4110655.036519 + Penalty 3438.829339 = -4107216.207179
  nChanged 5
		SP:Iteration 46Q (34295.030000 sec): 3 clusters
  Score: Raw -4110655.613049 + Penalty 3438.829339 = -4107216.783710
  nChanged 6
		SP:Iteration 47Q (34295.380000 sec): 3 clusters
  Score: Raw -4110656.372093 + Penalty 3438.829339 = -4107217.542753
  nChanged 4
		SP:Iteration 48Q (34295.790000 sec): 3 clusters
  Score: Raw -4110656.855746 + Penalty 3438.829339 = -4107218.026406
  nChanged 4
		SP:Iteration 49Q (34296.150000 sec): 3 clusters
  Score: Raw -4110657.214700 + Penalty 3438.829339 = -4107218.385360
  nChanged 5
		SP:Iteration 50Q (34296.560000 sec): 3 clusters
  Score: Raw -4110657.735037 + Penalty 3438.829339 = -4107218.905697
  nChanged 4
		SP:Iteration 51Q (34296.890000 sec): 3 clusters
  Score: Raw -4110658.003712 + Penalty 3438.829339 = -4107219.174372
  nChanged 2
		SP:Iteration 52Q (34297.260000 sec): 3 clusters
  Score: Raw -4110658.210875 + Penalty 3438.829339 = -4107219.381535
  nChanged 2
		SP:Iteration 53Q (34297.680000 sec): 3 clusters
  Score: Raw -4110658.332499 + Penalty 3438.829339 = -4107219.503160
  nChanged 0
		SP:Iteration 54F (34298.050000 sec): 3 clusters
  Score: Raw -4110658.332499 + Penalty 3438.829339 = -4107219.503160
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (11424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34298.230000 sec): 2 clusters
  Score: Raw -1225752.346498 + Penalty 1518.314149 = -1224234.032349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34298.430000 sec): 3 clusters
  Score: Raw -1219169.335343 + Penalty 3036.628297 = -1216132.707045
  nChanged 4957
		SP:Iteration 1F (34298.700000 sec): 3 clusters
  Score: Raw -1221762.901187 + Penalty 3036.628297 = -1218726.272890
  nChanged 642
		SP:Iteration 2F (34298.920000 sec): 3 clusters
  Score: Raw -1222027.079794 + Penalty 3036.628297 = -1218990.451497
  nChanged 537
		SP:Iteration 3Q (34299.170000 sec): 3 clusters
  Score: Raw -1222266.269671 + Penalty 3036.628297 = -1219229.641374
  nChanged 492
		SP:Iteration 4Q (34299.440000 sec): 3 clusters
  Score: Raw -1222488.935907 + Penalty 3036.628297 = -1219452.307609
  nChanged 514
		SP:Iteration 5Q (34299.720000 sec): 3 clusters
  Score: Raw -1222772.580844 + Penalty 3036.628297 = -1219735.952546
  nChanged 539
		SP:Iteration 6Q (34299.980000 sec): 3 clusters
  Score: Raw -1223092.148035 + Penalty 3036.628297 = -1220055.519737
  nChanged 561
		SP:Iteration 7Q (34300.250000 sec): 3 clusters
  Score: Raw -1223468.552164 + Penalty 3036.628297 = -1220431.923867
  nChanged 610
		SP:Iteration 8F (34300.560000 sec): 3 clusters
  Score: Raw -1223900.058773 + Penalty 3036.628297 = -1220863.430476
  nChanged 619
		SP:Iteration 9F (34300.790000 sec): 3 clusters
  Score: Raw -1224350.141769 + Penalty 3036.628297 = -1221313.513471
  nChanged 534
		SP:Iteration 10Q (34301.010000 sec): 3 clusters
  Score: Raw -1224769.640507 + Penalty 3036.628297 = -1221733.012209
  nChanged 454
		SP:Iteration 11Q (34301.240000 sec): 3 clusters
  Score: Raw -1225146.312111 + Penalty 3036.628297 = -1222109.683814
  nChanged 318
		SP:Iteration 12Q (34301.510000 sec): 3 clusters
  Score: Raw -1225409.282056 + Penalty 3036.628297 = -1222372.653758
  nChanged 191
		SP:Iteration 13Q (34301.760000 sec): 3 clusters
  Score: Raw -1225576.507013 + Penalty 3036.628297 = -1222539.878715
  nChanged 117
		SP:Iteration 14Q (34302.010000 sec): 3 clusters
  Score: Raw -1225692.169513 + Penalty 3036.628297 = -1222655.541216
  nChanged 69
		SP:Iteration 15Q (34302.180000 sec): 3 clusters
  Score: Raw -1225758.722167 + Penalty 3036.628297 = -1222722.093869
  nChanged 44
		SP:Iteration 16Q (34302.440000 sec): 3 clusters
  Score: Raw -1225810.507120 + Penalty 3036.628297 = -1222773.878822
  nChanged 32
		SP:Iteration 17Q (34302.690000 sec): 3 clusters
  Score: Raw -1225845.938667 + Penalty 3036.628297 = -1222809.310370
  nChanged 16
		SP:Iteration 18Q (34302.990000 sec): 3 clusters
  Score: Raw -1225862.670738 + Penalty 3036.628297 = -1222826.042441
  nChanged 11
		SP:Iteration 19Q (34303.270000 sec): 3 clusters
  Score: Raw -1225875.170659 + Penalty 3036.628297 = -1222838.542361
  nChanged 10
		SP:Iteration 20F (34303.510000 sec): 3 clusters
  Score: Raw -1225886.660321 + Penalty 3036.628297 = -1222850.032024
  nChanged 8
		SP:Iteration 21Q (34303.730000 sec): 3 clusters
  Score: Raw -1225895.011275 + Penalty 3036.628297 = -1222858.382977
  nChanged 6
		SP:Iteration 22Q (34303.980000 sec): 3 clusters
  Score: Raw -1225901.988570 + Penalty 3036.628297 = -1222865.360272
  nChanged 4
		SP:Iteration 23Q (34304.190000 sec): 3 clusters
  Score: Raw -1225905.636571 + Penalty 3036.628297 = -1222869.008274
  nChanged 5
		SP:Iteration 24Q (34304.380000 sec): 3 clusters
  Score: Raw -1225913.487329 + Penalty 3036.628297 = -1222876.859031
  nChanged 3
		SP:Iteration 25Q (34304.590000 sec): 3 clusters
  Score: Raw -1225918.922968 + Penalty 3036.628297 = -1222882.294671
  nChanged 4
		SP:Iteration 26Q (34304.830000 sec): 3 clusters
  Score: Raw -1225923.136914 + Penalty 3036.628297 = -1222886.508616
  nChanged 3
		SP:Iteration 27Q (34305.050000 sec): 3 clusters
  Score: Raw -1225926.291497 + Penalty 3036.628297 = -1222889.663200
  nChanged 2
		SP:Iteration 28Q (34305.270000 sec): 3 clusters
  Score: Raw -1225928.400370 + Penalty 3036.628297 = -1222891.772073
  nChanged 2
		SP:Iteration 29Q (34305.470000 sec): 3 clusters
  Score: Raw -1225931.324803 + Penalty 3036.628297 = -1222894.696505
  nChanged 2
		SP:Iteration 30Q (34305.700000 sec): 3 clusters
  Score: Raw -1225933.875380 + Penalty 3036.628297 = -1222897.247083
  nChanged 1
		SP:Iteration 31Q (34305.950000 sec): 3 clusters
  Score: Raw -1225936.438132 + Penalty 3036.628297 = -1222899.809834
  nChanged 1
		SP:Iteration 32Q (34306.130000 sec): 3 clusters
  Score: Raw -1225937.575194 + Penalty 3036.628297 = -1222900.946896
  nChanged 0
		SP:Iteration 33F (34306.460000 sec): 3 clusters
  Score: Raw -1225937.575194 + Penalty 3036.628297 = -1222900.946896
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (158168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34307.370000 sec): 2 clusters
  Score: Raw -16224248.723772 + Penalty 1945.354619 = -16222303.369154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34308.450000 sec): 3 clusters
  Score: Raw -16120070.901064 + Penalty 3890.709237 = -16116180.191826
  nChanged 76332
		SP:Iteration 1F (34309.460000 sec): 3 clusters
  Score: Raw -16166478.636735 + Penalty 3890.709237 = -16162587.927497
  nChanged 8379
		SP:Iteration 2F (34310.420000 sec): 3 clusters
  Score: Raw -16170498.126375 + Penalty 3890.709237 = -16166607.417138
  nChanged 11337
		SP:Iteration 3F (34311.400000 sec): 3 clusters
  Score: Raw -16177699.180240 + Penalty 3890.709237 = -16173808.471002
  nChanged 13324
		SP:Iteration 4F (34312.410000 sec): 3 clusters
  Score: Raw -16187758.070396 + Penalty 3890.709237 = -16183867.361159
  nChanged 13013
		SP:Iteration 5F (34313.440000 sec): 3 clusters
  Score: Raw -16198374.971195 + Penalty 3890.709237 = -16194484.261958
  nChanged 10648
		SP:Iteration 6F (34314.510000 sec): 3 clusters
  Score: Raw -16207612.812438 + Penalty 3890.709237 = -16203722.103201
  nChanged 8023
		SP:Iteration 7F (34315.550000 sec): 3 clusters
  Score: Raw -16215043.297831 + Penalty 3890.709237 = -16211152.588594
  nChanged 5292
		SP:Iteration 8Q (34316.590000 sec): 3 clusters
  Score: Raw -16219995.735633 + Penalty 3890.709237 = -16216105.026395
  nChanged 2886
		SP:Iteration 9Q (34317.550000 sec): 3 clusters
  Score: Raw -16222511.871966 + Penalty 3890.709237 = -16218621.162729
  nChanged 1361
		SP:Iteration 10Q (34318.510000 sec): 3 clusters
  Score: Raw -16223593.182518 + Penalty 3890.709237 = -16219702.473280
  nChanged 695
		SP:Iteration 11Q (34319.370000 sec): 3 clusters
  Score: Raw -16224119.211943 + Penalty 3890.709237 = -16220228.502705
  nChanged 337
		SP:Iteration 12Q (34320.240000 sec): 3 clusters
  Score: Raw -16224361.453418 + Penalty 3890.709237 = -16220470.744181
  nChanged 184
		SP:Iteration 13Q (34321.140000 sec): 3 clusters
  Score: Raw -16224473.419560 + Penalty 3890.709237 = -16220582.710322
  nChanged 103
		SP:Iteration 14Q (34322.060000 sec): 3 clusters
  Score: Raw -16224539.403248 + Penalty 3890.709237 = -16220648.694011
  nChanged 85
		SP:Iteration 15Q (34322.990000 sec): 3 clusters
  Score: Raw -16224596.589859 + Penalty 3890.709237 = -16220705.880622
  nChanged 63
		SP:Iteration 16Q (34323.840000 sec): 3 clusters
  Score: Raw -16224633.056981 + Penalty 3890.709237 = -16220742.347743
  nChanged 40
		SP:Iteration 17Q (34324.740000 sec): 3 clusters
  Score: Raw -16224657.673334 + Penalty 3890.709237 = -16220766.964096
  nChanged 31
		SP:Iteration 18Q (34325.460000 sec): 3 clusters
  Score: Raw -16224680.827258 + Penalty 3890.709237 = -16220790.118020
  nChanged 33
		SP:Iteration 19Q (34326.350000 sec): 3 clusters
  Score: Raw -16224697.668838 + Penalty 3890.709237 = -16220806.959601
  nChanged 19
		SP:Iteration 20F (34327.380000 sec): 3 clusters
  Score: Raw -16224708.094805 + Penalty 3890.709237 = -16220817.385568
  nChanged 16
		SP:Iteration 21Q (34328.400000 sec): 3 clusters
  Score: Raw -16224715.439870 + Penalty 3890.709237 = -16220824.730633
  nChanged 11
		SP:Iteration 22Q (34329.330000 sec): 3 clusters
  Score: Raw -16224722.504029 + Penalty 3890.709237 = -16220831.794791
  nChanged 8
		SP:Iteration 23Q (34330.280000 sec): 3 clusters
  Score: Raw -16224726.143548 + Penalty 3890.709237 = -16220835.434310
  nChanged 9
		SP:Iteration 24Q (34331.280000 sec): 3 clusters
  Score: Raw -16224729.409642 + Penalty 3890.709237 = -16220838.700404
  nChanged 6
		SP:Iteration 25Q (34332.160000 sec): 3 clusters
  Score: Raw -16224732.398229 + Penalty 3890.709237 = -16220841.688992
  nChanged 7
		SP:Iteration 26Q (34333.080000 sec): 3 clusters
  Score: Raw -16224735.587840 + Penalty 3890.709237 = -16220844.878603
  nChanged 6
		SP:Iteration 27Q (34333.980000 sec): 3 clusters
  Score: Raw -16224737.993629 + Penalty 3890.709237 = -16220847.284391
  nChanged 6
		SP:Iteration 28Q (34334.920000 sec): 3 clusters
  Score: Raw -16224740.423619 + Penalty 3890.709237 = -16220849.714382
  nChanged 10
		SP:Iteration 29Q (34335.770000 sec): 3 clusters
  Score: Raw -16224745.250900 + Penalty 3890.709237 = -16220854.541663
  nChanged 10
		SP:Iteration 30Q (34336.660000 sec): 3 clusters
  Score: Raw -16224751.907901 + Penalty 3890.709237 = -16220861.198664
  nChanged 14
		SP:Iteration 31Q (34337.510000 sec): 3 clusters
  Score: Raw -16224757.868713 + Penalty 3890.709237 = -16220867.159476
  nChanged 9
		SP:Iteration 32Q (34338.350000 sec): 3 clusters
  Score: Raw -16224762.361832 + Penalty 3890.709237 = -16220871.652594
  nChanged 6
		SP:Iteration 33Q (34339.240000 sec): 3 clusters
  Score: Raw -16224765.092804 + Penalty 3890.709237 = -16220874.383567
  nChanged 0
		SP:Iteration 34F (34340.190000 sec): 3 clusters
  Score: Raw -16224765.092804 + Penalty 3890.709237 = -16220874.383567
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (20957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34340.440000 sec): 2 clusters
  Score: Raw -2197884.795113 + Penalty 1616.912050 = -2196267.883063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34340.760000 sec): 3 clusters
  Score: Raw -2185323.763523 + Penalty 3233.824099 = -2182089.939424
  nChanged 9417
		SP:Iteration 1F (34341.040000 sec): 3 clusters
  Score: Raw -2191211.574894 + Penalty 3233.824099 = -2187977.750794
  nChanged 1687
		SP:Iteration 2F (34341.340000 sec): 3 clusters
  Score: Raw -2192663.975902 + Penalty 3233.824099 = -2189430.151803
  nChanged 1833
		SP:Iteration 3F (34341.600000 sec): 3 clusters
  Score: Raw -2194529.060972 + Penalty 3233.824099 = -2191295.236873
  nChanged 1845
		SP:Iteration 4F (34341.860000 sec): 3 clusters
  Score: Raw -2197207.574783 + Penalty 3233.824099 = -2193973.750683
  nChanged 1652
		SP:Iteration 5F (34342.170000 sec): 3 clusters
  Score: Raw -2199278.648293 + Penalty 3233.824099 = -2196044.824193
  nChanged 1369
		SP:Iteration 6F (34342.440000 sec): 3 clusters
  Score: Raw -2200446.801213 + Penalty 3233.824099 = -2197212.977113
  nChanged 978
		SP:Iteration 7Q (34342.700000 sec): 3 clusters
  Score: Raw -2201185.841867 + Penalty 3233.824099 = -2197952.017767
  nChanged 633
		SP:Iteration 8Q (34342.970000 sec): 3 clusters
  Score: Raw -2201543.747794 + Penalty 3233.824099 = -2198309.923695
  nChanged 470
		SP:Iteration 9Q (34343.270000 sec): 3 clusters
  Score: Raw -2201763.449436 + Penalty 3233.824099 = -2198529.625337
  nChanged 339
		SP:Iteration 10Q (34343.510000 sec): 3 clusters
  Score: Raw -2201920.948898 + Penalty 3233.824099 = -2198687.124798
  nChanged 279
		SP:Iteration 11Q (34343.790000 sec): 3 clusters
  Score: Raw -2202061.796506 + Penalty 3233.824099 = -2198827.972406
  nChanged 258
		SP:Iteration 12Q (34344.080000 sec): 3 clusters
  Score: Raw -2202189.179411 + Penalty 3233.824099 = -2198955.355311
  nChanged 231
		SP:Iteration 13Q (34344.330000 sec): 3 clusters
  Score: Raw -2202294.283137 + Penalty 3233.824099 = -2199060.459038
  nChanged 196
		SP:Iteration 14Q (34344.680000 sec): 3 clusters
  Score: Raw -2202379.564299 + Penalty 3233.824099 = -2199145.740199
  nChanged 181
		SP:Iteration 15Q (34344.990000 sec): 3 clusters
  Score: Raw -2202456.683962 + Penalty 3233.824099 = -2199222.859863
  nChanged 163
		SP:Iteration 16Q (34345.270000 sec): 3 clusters
  Score: Raw -2202542.102615 + Penalty 3233.824099 = -2199308.278516
  nChanged 166
		SP:Iteration 17Q (34345.510000 sec): 3 clusters
  Score: Raw -2202635.548793 + Penalty 3233.824099 = -2199401.724694
  nChanged 170
		SP:Iteration 18Q (34345.790000 sec): 3 clusters
  Score: Raw -2202758.343000 + Penalty 3233.824099 = -2199524.518900
  nChanged 166
		SP:Iteration 19Q (34346.090000 sec): 3 clusters
  Score: Raw -2202917.024118 + Penalty 3233.824099 = -2199683.200019
  nChanged 160
		SP:Iteration 20F (34346.350000 sec): 3 clusters
  Score: Raw -2203376.209056 + Penalty 3233.824099 = -2200142.384956
  nChanged 346
		SP:Iteration 21Q (34346.670000 sec): 3 clusters
  Score: Raw -2205216.032438 + Penalty 3233.824099 = -2201982.208339
  nChanged 343
		SP:Iteration 22Q (34346.910000 sec): 3 clusters
  Score: Raw -2206223.139946 + Penalty 3233.824099 = -2202989.315846
  nChanged 297
		SP:Iteration 23Q (34347.210000 sec): 3 clusters
  Score: Raw -2206577.110061 + Penalty 3233.824099 = -2203343.285962
  nChanged 188
		SP:Iteration 24Q (34347.530000 sec): 3 clusters
  Score: Raw -2206731.439184 + Penalty 3233.824099 = -2203497.615085
  nChanged 88
		SP:Iteration 25Q (34347.800000 sec): 3 clusters
  Score: Raw -2206771.978235 + Penalty 3233.824099 = -2203538.154136
  nChanged 53
		SP:Iteration 26Q (34348.060000 sec): 3 clusters
  Score: Raw -2206787.629856 + Penalty 3233.824099 = -2203553.805757
  nChanged 25
		SP:Iteration 27Q (34348.380000 sec): 3 clusters
  Score: Raw -2206794.524456 + Penalty 3233.824099 = -2203560.700357
  nChanged 18
		SP:Iteration 28Q (34348.630000 sec): 3 clusters
  Score: Raw -2206797.269408 + Penalty 3233.824099 = -2203563.445309
  nChanged 12
		SP:Iteration 29Q (34348.930000 sec): 3 clusters
  Score: Raw -2206800.144897 + Penalty 3233.824099 = -2203566.320797
  nChanged 15
		SP:Iteration 30Q (34349.230000 sec): 3 clusters
  Score: Raw -2206802.839361 + Penalty 3233.824099 = -2203569.015261
  nChanged 9
		SP:Iteration 31Q (34349.570000 sec): 3 clusters
  Score: Raw -2206804.098467 + Penalty 3233.824099 = -2203570.274367
  nChanged 4
		SP:Iteration 32Q (34349.810000 sec): 3 clusters
  Score: Raw -2206804.400952 + Penalty 3233.824099 = -2203570.576852
  nChanged 1
		SP:Iteration 33Q (34350.130000 sec): 3 clusters
  Score: Raw -2206804.482625 + Penalty 3233.824099 = -2203570.658525
  nChanged 1
		SP:Iteration 34Q (34350.360000 sec): 3 clusters
  Score: Raw -2206804.696838 + Penalty 3233.824099 = -2203570.872739
  nChanged 1
		SP:Iteration 35Q (34350.680000 sec): 3 clusters
  Score: Raw -2206804.765316 + Penalty 3233.824099 = -2203570.941217
  nChanged 2
		SP:Iteration 36Q (34350.970000 sec): 3 clusters
  Score: Raw -2206805.186192 + Penalty 3233.824099 = -2203571.362092
  nChanged 3
		SP:Iteration 37Q (34351.230000 sec): 3 clusters
  Score: Raw -2206805.493059 + Penalty 3233.824099 = -2203571.668959
  nChanged 3
		SP:Iteration 38Q (34351.500000 sec): 3 clusters
  Score: Raw -2206805.678244 + Penalty 3233.824099 = -2203571.854144
  nChanged 2
		SP:Iteration 39Q (34351.760000 sec): 3 clusters
  Score: Raw -2206805.984796 + Penalty 3233.824099 = -2203572.160697
  nChanged 5
		SP:Iteration 40F (34352.080000 sec): 3 clusters
  Score: Raw -2206806.623921 + Penalty 3233.824099 = -2203572.799821
  nChanged 4
		SP:Iteration 41Q (34352.370000 sec): 3 clusters
  Score: Raw -2206807.117482 + Penalty 3233.824099 = -2203573.293382
  nChanged 3
		SP:Iteration 42Q (34352.710000 sec): 3 clusters
  Score: Raw -2206807.374420 + Penalty 3233.824099 = -2203573.550321
  nChanged 2
		SP:Iteration 43Q (34352.980000 sec): 3 clusters
  Score: Raw -2206807.552787 + Penalty 3233.824099 = -2203573.728688
  nChanged 3
		SP:Iteration 44Q (34353.280000 sec): 3 clusters
  Score: Raw -2206807.766343 + Penalty 3233.824099 = -2203573.942243
  nChanged 2
		SP:Iteration 45Q (34353.570000 sec): 3 clusters
  Score: Raw -2206807.930570 + Penalty 3233.824099 = -2203574.106471
  nChanged 5
		SP:Iteration 46Q (34353.900000 sec): 3 clusters
  Score: Raw -2206808.593107 + Penalty 3233.824099 = -2203574.769008
  nChanged 5
		SP:Iteration 47Q (34354.200000 sec): 3 clusters
  Score: Raw -2206809.020747 + Penalty 3233.824099 = -2203575.196647
  nChanged 3
		SP:Iteration 48Q (34354.500000 sec): 3 clusters
  Score: Raw -2206809.230566 + Penalty 3233.824099 = -2203575.406466
  nChanged 1
		SP:Iteration 49Q (34354.790000 sec): 3 clusters
  Score: Raw -2206809.253849 + Penalty 3233.824099 = -2203575.429750
  nChanged 0
		SP:Iteration 50F (34355.080000 sec): 3 clusters
  Score: Raw -2206809.253849 + Penalty 3233.824099 = -2203575.429750
  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 7.98 GB.

 Trying to split cluster 6 (5018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34355.210000 sec): 2 clusters
  Score: Raw -441803.766048 + Penalty 1384.627843 = -440419.138205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34355.410000 sec): 3 clusters
  Score: Raw -439268.614668 + Penalty 2769.255686 = -436499.358981
  nChanged 2076
		SP:Iteration 1F (34355.600000 sec): 3 clusters
  Score: Raw -441607.042201 + Penalty 2769.255686 = -438837.786515
  nChanged 789
		SP:Iteration 2F (34355.820000 sec): 3 clusters
  Score: Raw -442950.328332 + Penalty 2769.255686 = -440181.072646
  nChanged 525
		SP:Iteration 3F (34356.020000 sec): 3 clusters
  Score: Raw -443504.129052 + Penalty 2769.255686 = -440734.873366
  nChanged 275
		SP:Iteration 4F (34356.250000 sec): 3 clusters
  Score: Raw -443756.773951 + Penalty 2769.255686 = -440987.518265
  nChanged 163
		SP:Iteration 5Q (34356.420000 sec): 3 clusters
  Score: Raw -443925.741786 + Penalty 2769.255686 = -441156.486099
  nChanged 109
		SP:Iteration 6Q (34356.620000 sec): 3 clusters
  Score: Raw -444058.244596 + Penalty 2769.255686 = -441288.988910
  nChanged 84
		SP:Iteration 7Q (34356.810000 sec): 3 clusters
  Score: Raw -444162.242390 + Penalty 2769.255686 = -441392.986704
  nChanged 73
		SP:Iteration 8Q (34357.030000 sec): 3 clusters
  Score: Raw -444218.900656 + Penalty 2769.255686 = -441449.644970
  nChanged 52
		SP:Iteration 9Q (34357.200000 sec): 3 clusters
  Score: Raw -444246.950687 + Penalty 2769.255686 = -441477.695000
  nChanged 33
		SP:Iteration 10Q (34357.390000 sec): 3 clusters
  Score: Raw -444262.248117 + Penalty 2769.255686 = -441492.992431
  nChanged 19
		SP:Iteration 11Q (34357.580000 sec): 3 clusters
  Score: Raw -444268.691314 + Penalty 2769.255686 = -441499.435628
  nChanged 13
		SP:Iteration 12Q (34357.760000 sec): 3 clusters
  Score: Raw -444271.275367 + Penalty 2769.255686 = -441502.019680
  nChanged 7
		SP:Iteration 13Q (34357.940000 sec): 3 clusters
  Score: Raw -444273.092290 + Penalty 2769.255686 = -441503.836604
  nChanged 2
		SP:Iteration 14Q (34358.150000 sec): 3 clusters
  Score: Raw -444273.429916 + Penalty 2769.255686 = -441504.174230
  nChanged 1
		SP:Iteration 15Q (34358.340000 sec): 3 clusters
  Score: Raw -444273.580070 + Penalty 2769.255686 = -441504.324384
  nChanged 0
		SP:Iteration 16F (34358.540000 sec): 3 clusters
  Score: Raw -444273.580070 + Penalty 2769.255686 = -441504.324384
  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 7.98 GB.

 Trying to split cluster 7 (40649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34358.870000 sec): 2 clusters
  Score: Raw -3870783.077830 + Penalty 1724.568546 = -3869058.509284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34359.310000 sec): 3 clusters
  Score: Raw -3845057.578910 + Penalty 3449.137092 = -3841608.441818
  nChanged 19161
		SP:Iteration 1F (34359.730000 sec): 3 clusters
  Score: Raw -3855778.214854 + Penalty 3449.137092 = -3852329.077761
  nChanged 2005
		SP:Iteration 2Q (34360.110000 sec): 3 clusters
  Score: Raw -3856504.805845 + Penalty 3449.137092 = -3853055.668753
  nChanged 2064
		SP:Iteration 3F (34360.550000 sec): 3 clusters
  Score: Raw -3857397.947701 + Penalty 3449.137092 = -3853948.810609
  nChanged 2265
		SP:Iteration 4F (34360.890000 sec): 3 clusters
  Score: Raw -3858594.737376 + Penalty 3449.137092 = -3855145.600283
  nChanged 2474
		SP:Iteration 5F (34361.290000 sec): 3 clusters
  Score: Raw -3860115.526359 + Penalty 3449.137092 = -3856666.389267
  nChanged 2565
		SP:Iteration 6F (34361.680000 sec): 3 clusters
  Score: Raw -3861807.190160 + Penalty 3449.137092 = -3858358.053068
  nChanged 2577
		SP:Iteration 7F (34362.060000 sec): 3 clusters
  Score: Raw -3863502.505841 + Penalty 3449.137092 = -3860053.368749
  nChanged 2290
		SP:Iteration 8F (34362.410000 sec): 3 clusters
  Score: Raw -3864888.256577 + Penalty 3449.137092 = -3861439.119485
  nChanged 1857
		SP:Iteration 9Q (34362.860000 sec): 3 clusters
  Score: Raw -3865857.537676 + Penalty 3449.137092 = -3862408.400583
  nChanged 1414
		SP:Iteration 10Q (34363.250000 sec): 3 clusters
  Score: Raw -3866456.377794 + Penalty 3449.137092 = -3863007.240702
  nChanged 1038
		SP:Iteration 11Q (34363.740000 sec): 3 clusters
  Score: Raw -3866842.874906 + Penalty 3449.137092 = -3863393.737814
  nChanged 820
		SP:Iteration 12Q (34364.130000 sec): 3 clusters
  Score: Raw -3867118.876889 + Penalty 3449.137092 = -3863669.739797
  nChanged 676
		SP:Iteration 13Q (34364.520000 sec): 3 clusters
  Score: Raw -3867332.344084 + Penalty 3449.137092 = -3863883.206991
  nChanged 597
		SP:Iteration 14Q (34364.940000 sec): 3 clusters
  Score: Raw -3867516.088731 + Penalty 3449.137092 = -3864066.951639
  nChanged 566
		SP:Iteration 15Q (34365.320000 sec): 3 clusters
  Score: Raw -3867693.218788 + Penalty 3449.137092 = -3864244.081695
  nChanged 589
		SP:Iteration 16Q (34365.730000 sec): 3 clusters
  Score: Raw -3867881.725893 + Penalty 3449.137092 = -3864432.588801
  nChanged 606
		SP:Iteration 17Q (34366.150000 sec): 3 clusters
  Score: Raw -3868088.788433 + Penalty 3449.137092 = -3864639.651341
  nChanged 610
		SP:Iteration 18Q (34366.520000 sec): 3 clusters
  Score: Raw -3868303.452112 + Penalty 3449.137092 = -3864854.315020
  nChanged 597
		SP:Iteration 19Q (34366.970000 sec): 3 clusters
  Score: Raw -3868510.985511 + Penalty 3449.137092 = -3865061.848419
  nChanged 635
		SP:Iteration 20F (34367.350000 sec): 3 clusters
  Score: Raw -3868743.212160 + Penalty 3449.137092 = -3865294.075068
  nChanged 615
		SP:Iteration 21Q (34367.760000 sec): 3 clusters
  Score: Raw -3868986.956440 + Penalty 3449.137092 = -3865537.819348
  nChanged 632
		SP:Iteration 22Q (34368.080000 sec): 3 clusters
  Score: Raw -3869232.317690 + Penalty 3449.137092 = -3865783.180598
  nChanged 581
		SP:Iteration 23Q (34368.410000 sec): 3 clusters
  Score: Raw -3869457.605367 + Penalty 3449.137092 = -3866008.468275
  nChanged 550
		SP:Iteration 24Q (34368.810000 sec): 3 clusters
  Score: Raw -3869668.096307 + Penalty 3449.137092 = -3866218.959214
  nChanged 508
		SP:Iteration 25Q (34369.160000 sec): 3 clusters
  Score: Raw -3869875.733385 + Penalty 3449.137092 = -3866426.596293
  nChanged 507
		SP:Iteration 26Q (34369.520000 sec): 3 clusters
  Score: Raw -3870104.351023 + Penalty 3449.137092 = -3866655.213931
  nChanged 515
		SP:Iteration 27Q (34369.870000 sec): 3 clusters
  Score: Raw -3870360.139248 + Penalty 3449.137092 = -3866911.002156
  nChanged 445
		SP:Iteration 28Q (34370.250000 sec): 3 clusters
  Score: Raw -3870585.909041 + Penalty 3449.137092 = -3867136.771949
  nChanged 400
		SP:Iteration 29Q (34370.590000 sec): 3 clusters
  Score: Raw -3870768.845635 + Penalty 3449.137092 = -3867319.708543
  nChanged 355
		SP:Iteration 30Q (34370.960000 sec): 3 clusters
  Score: Raw -3870944.416160 + Penalty 3449.137092 = -3867495.279068
  nChanged 318
		SP:Iteration 31Q (34371.290000 sec): 3 clusters
  Score: Raw -3871115.181734 + Penalty 3449.137092 = -3867666.044642
  nChanged 273
		SP:Iteration 32Q (34371.650000 sec): 3 clusters
  Score: Raw -3871278.795419 + Penalty 3449.137092 = -3867829.658327
  nChanged 247
		SP:Iteration 33Q (34372.040000 sec): 3 clusters
  Score: Raw -3871450.480053 + Penalty 3449.137092 = -3868001.342960
  nChanged 203
		SP:Iteration 34Q (34372.380000 sec): 3 clusters
  Score: Raw -3871622.974459 + Penalty 3449.137092 = -3868173.837367
  nChanged 166
		SP:Iteration 35Q (34372.830000 sec): 3 clusters
  Score: Raw -3871804.661575 + Penalty 3449.137092 = -3868355.524483
  nChanged 146
		SP:Iteration 36Q (34373.150000 sec): 3 clusters
  Score: Raw -3871925.312263 + Penalty 3449.137092 = -3868476.175171
  nChanged 115
		SP:Iteration 37Q (34373.570000 sec): 3 clusters
  Score: Raw -3871991.131177 + Penalty 3449.137092 = -3868541.994085
  nChanged 81
		SP:Iteration 38Q (34373.920000 sec): 3 clusters
  Score: Raw -3872022.339445 + Penalty 3449.137092 = -3868573.202353
  nChanged 55
		SP:Iteration 39Q (34374.330000 sec): 3 clusters
  Score: Raw -3872040.531062 + Penalty 3449.137092 = -3868591.393969
  nChanged 39
		SP:Iteration 40F (34374.700000 sec): 3 clusters
  Score: Raw -3872051.178199 + Penalty 3449.137092 = -3868602.041107
  nChanged 24
		SP:Iteration 41Q (34375.040000 sec): 3 clusters
  Score: Raw -3872057.432830 + Penalty 3449.137092 = -3868608.295738
  nChanged 20
		SP:Iteration 42Q (34375.380000 sec): 3 clusters
  Score: Raw -3872062.837380 + Penalty 3449.137092 = -3868613.700288
  nChanged 8
		SP:Iteration 43Q (34375.720000 sec): 3 clusters
  Score: Raw -3872064.612690 + Penalty 3449.137092 = -3868615.475598
  nChanged 4
		SP:Iteration 44Q (34376.130000 sec): 3 clusters
  Score: Raw -3872065.305758 + Penalty 3449.137092 = -3868616.168665
  nChanged 3
		SP:Iteration 45Q (34376.510000 sec): 3 clusters
  Score: Raw -3872065.833750 + Penalty 3449.137092 = -3868616.696658
  nChanged 1
		SP:Iteration 46Q (34376.850000 sec): 3 clusters
  Score: Raw -3872066.093517 + Penalty 3449.137092 = -3868616.956425
  nChanged 1
		SP:Iteration 47Q (34377.180000 sec): 3 clusters
  Score: Raw -3872066.235777 + Penalty 3449.137092 = -3868617.098685
  nChanged 2
		SP:Iteration 48Q (34377.550000 sec): 3 clusters
  Score: Raw -3872066.628188 + Penalty 3449.137092 = -3868617.491095
  nChanged 1
		SP:Iteration 49Q (34377.900000 sec): 3 clusters
  Score: Raw -3872066.733289 + Penalty 3449.137092 = -3868617.596197
  nChanged 1
		SP:Iteration 50Q (34378.210000 sec): 3 clusters
  Score: Raw -3872066.825533 + Penalty 3449.137092 = -3868617.688441
  nChanged 0
		SP:Iteration 51F (34378.570000 sec): 3 clusters
  Score: Raw -3872066.825533 + Penalty 3449.137092 = -3868617.688441
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (21608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34378.790000 sec): 2 clusters
  Score: Raw -2312307.047870 + Penalty 1621.883071 = -2310685.164800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34379.110000 sec): 3 clusters
  Score: Raw -2299289.902451 + Penalty 3243.766141 = -2296046.136310
  nChanged 9801
		SP:Iteration 1F (34379.360000 sec): 3 clusters
  Score: Raw -2304611.587717 + Penalty 3243.766141 = -2301367.821576
  nChanged 1113
		SP:Iteration 2F (34379.680000 sec): 3 clusters
  Score: Raw -2304975.558676 + Penalty 3243.766141 = -2301731.792535
  nChanged 969
		SP:Iteration 3Q (34379.910000 sec): 3 clusters
  Score: Raw -2305301.672332 + Penalty 3243.766141 = -2302057.906191
  nChanged 920
		SP:Iteration 4Q (34380.200000 sec): 3 clusters
  Score: Raw -2305615.962143 + Penalty 3243.766141 = -2302372.196002
  nChanged 877
		SP:Iteration 5Q (34380.450000 sec): 3 clusters
  Score: Raw -2305927.882849 + Penalty 3243.766141 = -2302684.116708
  nChanged 865
		SP:Iteration 6Q (34380.750000 sec): 3 clusters
  Score: Raw -2306274.366865 + Penalty 3243.766141 = -2303030.600724
  nChanged 836
		SP:Iteration 7Q (34381.050000 sec): 3 clusters
  Score: Raw -2306654.058545 + Penalty 3243.766141 = -2303410.292404
  nChanged 936
		SP:Iteration 8Q (34381.350000 sec): 3 clusters
  Score: Raw -2307183.568333 + Penalty 3243.766141 = -2303939.802192
  nChanged 1113
		SP:Iteration 9F (34381.650000 sec): 3 clusters
  Score: Raw -2307995.885050 + Penalty 3243.766141 = -2304752.118909
  nChanged 1285
		SP:Iteration 10F (34381.940000 sec): 3 clusters
  Score: Raw -2309258.805165 + Penalty 3243.766141 = -2306015.039024
  nChanged 1497
		SP:Iteration 11F (34382.210000 sec): 3 clusters
  Score: Raw -2311213.443153 + Penalty 3243.766141 = -2307969.677012
  nChanged 1610
		SP:Iteration 12F (34382.510000 sec): 3 clusters
  Score: Raw -2313706.934074 + Penalty 3243.766141 = -2310463.167933
  nChanged 1513
		SP:Iteration 13F (34382.820000 sec): 3 clusters
  Score: Raw -2316041.665578 + Penalty 3243.766141 = -2312797.899437
  nChanged 1227
		SP:Iteration 14F (34383.120000 sec): 3 clusters
  Score: Raw -2317555.866465 + Penalty 3243.766141 = -2314312.100324
  nChanged 940
		SP:Iteration 15Q (34383.400000 sec): 3 clusters
  Score: Raw -2319309.629273 + Penalty 3243.766141 = -2316065.863132
  nChanged 654
		SP:Iteration 16Q (34383.620000 sec): 3 clusters
  Score: Raw -2320834.159528 + Penalty 3243.766141 = -2317590.393387
  nChanged 268
		SP:Iteration 17Q (34383.930000 sec): 3 clusters
  Score: Raw -2321150.767738 + Penalty 3243.766141 = -2317907.001597
  nChanged 103
		SP:Iteration 18Q (34384.200000 sec): 3 clusters
  Score: Raw -2321192.759320 + Penalty 3243.766141 = -2317948.993179
  nChanged 30
		SP:Iteration 19Q (34384.480000 sec): 3 clusters
  Score: Raw -2321197.347367 + Penalty 3243.766141 = -2317953.581226
  nChanged 7
		SP:Iteration 20F (34384.790000 sec): 3 clusters
  Score: Raw -2321198.050246 + Penalty 3243.766141 = -2317954.284105
  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 7.98 GB.

 Trying to split cluster 9 (43431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34385.090000 sec): 2 clusters
  Score: Raw -4628450.620357 + Penalty 1735.325922 = -4626715.294435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34385.440000 sec): 3 clusters
  Score: Raw -4600967.880825 + Penalty 3470.651844 = -4597497.228981
  nChanged 20369
		SP:Iteration 1F (34385.790000 sec): 3 clusters
  Score: Raw -4612548.393631 + Penalty 3470.651844 = -4609077.741787
  nChanged 1896
		SP:Iteration 2Q (34386.210000 sec): 3 clusters
  Score: Raw -4613340.552566 + Penalty 3470.651844 = -4609869.900722
  nChanged 2261
		SP:Iteration 3F (34386.600000 sec): 3 clusters
  Score: Raw -4614578.491745 + Penalty 3470.651844 = -4611107.839901
  nChanged 3019
		SP:Iteration 4F (34387.020000 sec): 3 clusters
  Score: Raw -4616757.881302 + Penalty 3470.651844 = -4613287.229458
  nChanged 3703
		SP:Iteration 5F (34387.430000 sec): 3 clusters
  Score: Raw -4619943.415681 + Penalty 3470.651844 = -4616472.763837
  nChanged 3756
		SP:Iteration 6F (34387.830000 sec): 3 clusters
  Score: Raw -4623027.614533 + Penalty 3470.651844 = -4619556.962689
  nChanged 2893
		SP:Iteration 7F (34388.230000 sec): 3 clusters
  Score: Raw -4625095.389268 + Penalty 3470.651844 = -4621624.737424
  nChanged 1968
		SP:Iteration 8Q (34388.590000 sec): 3 clusters
  Score: Raw -4626308.251890 + Penalty 3470.651844 = -4622837.600046
  nChanged 1329
		SP:Iteration 9Q (34389.040000 sec): 3 clusters
  Score: Raw -4627074.044913 + Penalty 3470.651844 = -4623603.393069
  nChanged 952
		SP:Iteration 10Q (34389.420000 sec): 3 clusters
  Score: Raw -4627590.321114 + Penalty 3470.651844 = -4624119.669270
  nChanged 693
		SP:Iteration 11Q (34389.810000 sec): 3 clusters
  Score: Raw -4627949.759778 + Penalty 3470.651844 = -4624479.107934
  nChanged 506
		SP:Iteration 12Q (34390.190000 sec): 3 clusters
  Score: Raw -4628212.388892 + Penalty 3470.651844 = -4624741.737048
  nChanged 382
		SP:Iteration 13Q (34390.610000 sec): 3 clusters
  Score: Raw -4628399.664214 + Penalty 3470.651844 = -4624929.012370
  nChanged 266
		SP:Iteration 14Q (34391.060000 sec): 3 clusters
  Score: Raw -4628514.522285 + Penalty 3470.651844 = -4625043.870441
  nChanged 188
		SP:Iteration 15Q (34391.440000 sec): 3 clusters
  Score: Raw -4628602.894012 + Penalty 3470.651844 = -4625132.242168
  nChanged 160
		SP:Iteration 16Q (34391.840000 sec): 3 clusters
  Score: Raw -4628669.434932 + Penalty 3470.651844 = -4625198.783088
  nChanged 115
		SP:Iteration 17Q (34392.230000 sec): 3 clusters
  Score: Raw -4628715.027814 + Penalty 3470.651844 = -4625244.375970
  nChanged 91
		SP:Iteration 18Q (34392.640000 sec): 3 clusters
  Score: Raw -4628752.815451 + Penalty 3470.651844 = -4625282.163607
  nChanged 70
		SP:Iteration 19Q (34393.060000 sec): 3 clusters
  Score: Raw -4628781.087448 + Penalty 3470.651844 = -4625310.435604
  nChanged 58
		SP:Iteration 20F (34393.460000 sec): 3 clusters
  Score: Raw -4628804.030515 + Penalty 3470.651844 = -4625333.378671
  nChanged 52
		SP:Iteration 21Q (34393.850000 sec): 3 clusters
  Score: Raw -4628822.100841 + Penalty 3470.651844 = -4625351.448997
  nChanged 36
		SP:Iteration 22Q (34394.180000 sec): 3 clusters
  Score: Raw -4628833.206970 + Penalty 3470.651844 = -4625362.555126
  nChanged 32
		SP:Iteration 23Q (34394.630000 sec): 3 clusters
  Score: Raw -4628846.325740 + Penalty 3470.651844 = -4625375.673896
  nChanged 39
		SP:Iteration 24Q (34395.010000 sec): 3 clusters
  Score: Raw -4628860.822700 + Penalty 3470.651844 = -4625390.170856
  nChanged 29
		SP:Iteration 25Q (34395.390000 sec): 3 clusters
  Score: Raw -4628869.529261 + Penalty 3470.651844 = -4625398.877417
  nChanged 16
		SP:Iteration 26Q (34395.800000 sec): 3 clusters
  Score: Raw -4628876.802329 + Penalty 3470.651844 = -4625406.150485
  nChanged 17
		SP:Iteration 27Q (34396.140000 sec): 3 clusters
  Score: Raw -4628884.043886 + Penalty 3470.651844 = -4625413.392042
  nChanged 10
		SP:Iteration 28Q (34396.490000 sec): 3 clusters
  Score: Raw -4628887.971853 + Penalty 3470.651844 = -4625417.320009
  nChanged 8
		SP:Iteration 29Q (34396.890000 sec): 3 clusters
  Score: Raw -4628891.822822 + Penalty 3470.651844 = -4625421.170977
  nChanged 12
		SP:Iteration 30Q (34397.290000 sec): 3 clusters
  Score: Raw -4628896.933772 + Penalty 3470.651844 = -4625426.281928
  nChanged 16
		SP:Iteration 31Q (34397.720000 sec): 3 clusters
  Score: Raw -4628901.793481 + Penalty 3470.651844 = -4625431.141637
  nChanged 8
		SP:Iteration 32Q (34398.070000 sec): 3 clusters
  Score: Raw -4628905.543982 + Penalty 3470.651844 = -4625434.892138
  nChanged 8
		SP:Iteration 33Q (34398.510000 sec): 3 clusters
  Score: Raw -4628908.071433 + Penalty 3470.651844 = -4625437.419589
  nChanged 4
		SP:Iteration 34Q (34398.860000 sec): 3 clusters
  Score: Raw -4628908.658922 + Penalty 3470.651844 = -4625438.007078
  nChanged 3
		SP:Iteration 35Q (34399.230000 sec): 3 clusters
  Score: Raw -4628909.524705 + Penalty 3470.651844 = -4625438.872861
  nChanged 0
		SP:Iteration 36F (34399.650000 sec): 3 clusters
  Score: Raw -4628909.524705 + Penalty 3470.651844 = -4625438.872861
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (5550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34399.760000 sec): 2 clusters
  Score: Raw -485565.021757 + Penalty 1401.002396 = -484164.019361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34399.970000 sec): 3 clusters
  Score: Raw -482760.325153 + Penalty 2802.004792 = -479958.320361
  nChanged 2309
		SP:Iteration 1F (34400.170000 sec): 3 clusters
  Score: Raw -485140.202597 + Penalty 2802.004792 = -482338.197805
  nChanged 677
		SP:Iteration 2F (34400.390000 sec): 3 clusters
  Score: Raw -485941.257641 + Penalty 2802.004792 = -483139.252849
  nChanged 479
		SP:Iteration 3F (34400.560000 sec): 3 clusters
  Score: Raw -486429.055216 + Penalty 2802.004792 = -483627.050424
  nChanged 334
		SP:Iteration 4F (34400.740000 sec): 3 clusters
  Score: Raw -486735.545212 + Penalty 2802.004792 = -483933.540420
  nChanged 257
		SP:Iteration 5Q (34400.920000 sec): 3 clusters
  Score: Raw -486940.230967 + Penalty 2802.004792 = -484138.226175
  nChanged 195
		SP:Iteration 6Q (34401.100000 sec): 3 clusters
  Score: Raw -487086.960797 + Penalty 2802.004792 = -484284.956004
  nChanged 133
		SP:Iteration 7Q (34401.310000 sec): 3 clusters
  Score: Raw -487176.732176 + Penalty 2802.004792 = -484374.727384
  nChanged 109
		SP:Iteration 8Q (34401.480000 sec): 3 clusters
  Score: Raw -487238.427337 + Penalty 2802.004792 = -484436.422545
  nChanged 78
		SP:Iteration 9Q (34401.640000 sec): 3 clusters
  Score: Raw -487282.375135 + Penalty 2802.004792 = -484480.370343
  nChanged 57
		SP:Iteration 10Q (34401.860000 sec): 3 clusters
  Score: Raw -487313.884102 + Penalty 2802.004792 = -484511.879310
  nChanged 51
		SP:Iteration 11Q (34402.020000 sec): 3 clusters
  Score: Raw -487341.539167 + Penalty 2802.004792 = -484539.534375
  nChanged 49
		SP:Iteration 12Q (34402.190000 sec): 3 clusters
  Score: Raw -487364.675524 + Penalty 2802.004792 = -484562.670731
  nChanged 43
		SP:Iteration 13Q (34402.390000 sec): 3 clusters
  Score: Raw -487382.197049 + Penalty 2802.004792 = -484580.192256
  nChanged 21
		SP:Iteration 14Q (34402.550000 sec): 3 clusters
  Score: Raw -487390.308907 + Penalty 2802.004792 = -484588.304115
  nChanged 15
		SP:Iteration 15Q (34402.780000 sec): 3 clusters
  Score: Raw -487399.321121 + Penalty 2802.004792 = -484597.316329
  nChanged 8
		SP:Iteration 16Q (34402.980000 sec): 3 clusters
  Score: Raw -487405.795290 + Penalty 2802.004792 = -484603.790497
  nChanged 7
		SP:Iteration 17Q (34403.190000 sec): 3 clusters
  Score: Raw -487413.573081 + Penalty 2802.004792 = -484611.568289
  nChanged 6
		SP:Iteration 18Q (34403.370000 sec): 3 clusters
  Score: Raw -487417.486719 + Penalty 2802.004792 = -484615.481926
  nChanged 4
		SP:Iteration 19Q (34403.530000 sec): 3 clusters
  Score: Raw -487418.736230 + Penalty 2802.004792 = -484616.731437
  nChanged 4
		SP:Iteration 20F (34403.710000 sec): 3 clusters
  Score: Raw -487419.906167 + Penalty 2802.004792 = -484617.901375
  nChanged 4
		SP:Iteration 21Q (34403.930000 sec): 3 clusters
  Score: Raw -487420.937263 + Penalty 2802.004792 = -484618.932471
  nChanged 2
		SP:Iteration 22Q (34404.110000 sec): 3 clusters
  Score: Raw -487421.767686 + Penalty 2802.004792 = -484619.762894
  nChanged 2
		SP:Iteration 23Q (34404.330000 sec): 3 clusters
  Score: Raw -487422.804900 + Penalty 2802.004792 = -484620.800108
  nChanged 2
		SP:Iteration 24Q (34404.550000 sec): 3 clusters
  Score: Raw -487423.128868 + Penalty 2802.004792 = -484621.124076
  nChanged 2
		SP:Iteration 25Q (34404.750000 sec): 3 clusters
  Score: Raw -487423.484111 + Penalty 2802.004792 = -484621.479319
  nChanged 0
		SP:Iteration 26F (34404.920000 sec): 3 clusters
  Score: Raw -487423.484111 + Penalty 2802.004792 = -484621.479319
  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 7.98 GB.

 Trying to split cluster 11 (10251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34405.090000 sec): 2 clusters
  Score: Raw -1007710.528237 + Penalty 1500.708713 = -1006209.819524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34405.300000 sec): 3 clusters
  Score: Raw -1001968.225797 + Penalty 3001.417426 = -998966.808371
  nChanged 4452
		SP:Iteration 1F (34405.490000 sec): 3 clusters
  Score: Raw -1005165.681266 + Penalty 3001.417426 = -1002164.263840
  nChanged 1173
		SP:Iteration 2F (34405.740000 sec): 3 clusters
  Score: Raw -1006758.565479 + Penalty 3001.417426 = -1003757.148054
  nChanged 1242
		SP:Iteration 3F (34405.940000 sec): 3 clusters
  Score: Raw -1008350.984915 + Penalty 3001.417426 = -1005349.567489
  nChanged 999
		SP:Iteration 4F (34406.210000 sec): 3 clusters
  Score: Raw -1009459.355877 + Penalty 3001.417426 = -1006457.938451
  nChanged 681
		SP:Iteration 5F (34406.410000 sec): 3 clusters
  Score: Raw -1009950.646891 + Penalty 3001.417426 = -1006949.229465
  nChanged 370
		SP:Iteration 6Q (34406.640000 sec): 3 clusters
  Score: Raw -1010125.029094 + Penalty 3001.417426 = -1007123.611668
  nChanged 212
		SP:Iteration 7Q (34406.870000 sec): 3 clusters
  Score: Raw -1010186.534413 + Penalty 3001.417426 = -1007185.116988
  nChanged 125
		SP:Iteration 8Q (34407.060000 sec): 3 clusters
  Score: Raw -1010214.314985 + Penalty 3001.417426 = -1007212.897560
  nChanged 73
		SP:Iteration 9Q (34407.290000 sec): 3 clusters
  Score: Raw -1010226.345776 + Penalty 3001.417426 = -1007224.928350
  nChanged 43
		SP:Iteration 10Q (34407.510000 sec): 3 clusters
  Score: Raw -1010234.320026 + Penalty 3001.417426 = -1007232.902600
  nChanged 39
		SP:Iteration 11Q (34407.780000 sec): 3 clusters
  Score: Raw -1010241.277498 + Penalty 3001.417426 = -1007239.860073
  nChanged 35
		SP:Iteration 12Q (34408.050000 sec): 3 clusters
  Score: Raw -1010246.365925 + Penalty 3001.417426 = -1007244.948499
  nChanged 23
		SP:Iteration 13Q (34408.230000 sec): 3 clusters
  Score: Raw -1010249.664177 + Penalty 3001.417426 = -1007248.246751
  nChanged 23
		SP:Iteration 14Q (34408.530000 sec): 3 clusters
  Score: Raw -1010253.316562 + Penalty 3001.417426 = -1007251.899136
  nChanged 25
		SP:Iteration 15Q (34408.760000 sec): 3 clusters
  Score: Raw -1010257.023463 + Penalty 3001.417426 = -1007255.606037
  nChanged 17
		SP:Iteration 16Q (34408.940000 sec): 3 clusters
  Score: Raw -1010259.304974 + Penalty 3001.417426 = -1007257.887548
  nChanged 20
		SP:Iteration 17Q (34409.160000 sec): 3 clusters
  Score: Raw -1010261.928991 + Penalty 3001.417426 = -1007260.511565
  nChanged 15
		SP:Iteration 18Q (34409.410000 sec): 3 clusters
  Score: Raw -1010263.448705 + Penalty 3001.417426 = -1007262.031280
  nChanged 7
		SP:Iteration 19Q (34409.630000 sec): 3 clusters
  Score: Raw -1010264.260166 + Penalty 3001.417426 = -1007262.842740
  nChanged 11
		SP:Iteration 20F (34409.850000 sec): 3 clusters
  Score: Raw -1010265.410512 + Penalty 3001.417426 = -1007263.993086
  nChanged 8
		SP:Iteration 21Q (34410.030000 sec): 3 clusters
  Score: Raw -1010266.369968 + Penalty 3001.417426 = -1007264.952542
  nChanged 10
		SP:Iteration 22Q (34410.250000 sec): 3 clusters
  Score: Raw -1010267.320708 + Penalty 3001.417426 = -1007265.903282
  nChanged 8
		SP:Iteration 23Q (34410.480000 sec): 3 clusters
  Score: Raw -1010268.185511 + Penalty 3001.417426 = -1007266.768085
  nChanged 9
		SP:Iteration 24Q (34410.740000 sec): 3 clusters
  Score: Raw -1010269.280863 + Penalty 3001.417426 = -1007267.863438
  nChanged 16
		SP:Iteration 25Q (34410.950000 sec): 3 clusters
  Score: Raw -1010271.460510 + Penalty 3001.417426 = -1007270.043084
  nChanged 19
		SP:Iteration 26Q (34411.180000 sec): 3 clusters
  Score: Raw -1010274.823832 + Penalty 3001.417426 = -1007273.406407
  nChanged 26
		SP:Iteration 27Q (34411.400000 sec): 3 clusters
  Score: Raw -1010279.206511 + Penalty 3001.417426 = -1007277.789085
  nChanged 26
		SP:Iteration 28Q (34411.600000 sec): 3 clusters
  Score: Raw -1010282.504366 + Penalty 3001.417426 = -1007281.086940
  nChanged 18
		SP:Iteration 29Q (34411.820000 sec): 3 clusters
  Score: Raw -1010284.837459 + Penalty 3001.417426 = -1007283.420033
  nChanged 16
		SP:Iteration 30Q (34412.070000 sec): 3 clusters
  Score: Raw -1010287.489508 + Penalty 3001.417426 = -1007286.072082
  nChanged 18
		SP:Iteration 31Q (34412.350000 sec): 3 clusters
  Score: Raw -1010290.256770 + Penalty 3001.417426 = -1007288.839344
  nChanged 23
		SP:Iteration 32Q (34412.570000 sec): 3 clusters
  Score: Raw -1010295.835567 + Penalty 3001.417426 = -1007294.418142
  nChanged 36
		SP:Iteration 33Q (34412.780000 sec): 3 clusters
  Score: Raw -1010304.858958 + Penalty 3001.417426 = -1007303.441533
  nChanged 44
		SP:Iteration 34Q (34413.050000 sec): 3 clusters
  Score: Raw -1010315.477042 + Penalty 3001.417426 = -1007314.059616
  nChanged 51
		SP:Iteration 35Q (34413.310000 sec): 3 clusters
  Score: Raw -1010330.187567 + Penalty 3001.417426 = -1007328.770142
  nChanged 59
		SP:Iteration 36Q (34413.610000 sec): 3 clusters
  Score: Raw -1010347.605170 + Penalty 3001.417426 = -1007346.187744
  nChanged 66
		SP:Iteration 37Q (34413.860000 sec): 3 clusters
  Score: Raw -1010375.279018 + Penalty 3001.417426 = -1007373.861593
  nChanged 87
		SP:Iteration 38Q (34414.110000 sec): 3 clusters
  Score: Raw -1010425.274101 + Penalty 3001.417426 = -1007423.856675
  nChanged 122
		SP:Iteration 39Q (34414.380000 sec): 3 clusters
  Score: Raw -1010509.670934 + Penalty 3001.417426 = -1007508.253508
  nChanged 152
		SP:Iteration 40F (34414.620000 sec): 3 clusters
  Score: Raw -1010635.331137 + Penalty 3001.417426 = -1007633.913712
  nChanged 154
		SP:Iteration 41Q (34414.890000 sec): 3 clusters
  Score: Raw -1010784.299014 + Penalty 3001.417426 = -1007782.881588
  nChanged 170
		SP:Iteration 42Q (34415.080000 sec): 3 clusters
  Score: Raw -1010930.196929 + Penalty 3001.417426 = -1007928.779503
  nChanged 147
		SP:Iteration 43Q (34415.320000 sec): 3 clusters
  Score: Raw -1011015.464424 + Penalty 3001.417426 = -1008014.046999
  nChanged 135
		SP:Iteration 44Q (34415.560000 sec): 3 clusters
  Score: Raw -1011080.565755 + Penalty 3001.417426 = -1008079.148330
  nChanged 121
		SP:Iteration 45Q (34415.760000 sec): 3 clusters
  Score: Raw -1011134.023609 + Penalty 3001.417426 = -1008132.606183
  nChanged 96
		SP:Iteration 46Q (34415.970000 sec): 3 clusters
  Score: Raw -1011165.961676 + Penalty 3001.417426 = -1008164.544250
  nChanged 81
		SP:Iteration 47Q (34416.170000 sec): 3 clusters
  Score: Raw -1011191.418894 + Penalty 3001.417426 = -1008190.001469
  nChanged 63
		SP:Iteration 48Q (34416.370000 sec): 3 clusters
  Score: Raw -1011205.778280 + Penalty 3001.417426 = -1008204.360855
  nChanged 52
		SP:Iteration 49Q (34416.570000 sec): 3 clusters
  Score: Raw -1011221.030548 + Penalty 3001.417426 = -1008219.613123
  nChanged 55
		SP:Iteration 50Q (34416.780000 sec): 3 clusters
  Score: Raw -1011234.276545 + Penalty 3001.417426 = -1008232.859120
  nChanged 61
		SP:Iteration 51Q (34416.980000 sec): 3 clusters
  Score: Raw -1011249.082986 + Penalty 3001.417426 = -1008247.665560
  nChanged 55
		SP:Iteration 52Q (34417.180000 sec): 3 clusters
  Score: Raw -1011261.009989 + Penalty 3001.417426 = -1008259.592563
  nChanged 41
		SP:Iteration 53Q (34417.420000 sec): 3 clusters
  Score: Raw -1011269.003025 + Penalty 3001.417426 = -1008267.585599
  nChanged 34
		SP:Iteration 54Q (34417.660000 sec): 3 clusters
  Score: Raw -1011274.368457 + Penalty 3001.417426 = -1008272.951031
  nChanged 27
		SP:Iteration 55Q (34417.870000 sec): 3 clusters
  Score: Raw -1011278.922005 + Penalty 3001.417426 = -1008277.504579
  nChanged 27
		SP:Iteration 56Q (34418.150000 sec): 3 clusters
  Score: Raw -1011283.518292 + Penalty 3001.417426 = -1008282.100866
  nChanged 27
		SP:Iteration 57Q (34418.350000 sec): 3 clusters
  Score: Raw -1011287.714240 + Penalty 3001.417426 = -1008286.296814
  nChanged 19
		SP:Iteration 58Q (34418.590000 sec): 3 clusters
  Score: Raw -1011291.322183 + Penalty 3001.417426 = -1008289.904757
  nChanged 22
		SP:Iteration 59Q (34418.830000 sec): 3 clusters
  Score: Raw -1011294.906559 + Penalty 3001.417426 = -1008293.489133
  nChanged 19
		SP:Iteration 60F (34419.070000 sec): 3 clusters
  Score: Raw -1011297.542760 + Penalty 3001.417426 = -1008296.125334
  nChanged 16
		SP:Iteration 61Q (34419.310000 sec): 3 clusters
  Score: Raw -1011299.750085 + Penalty 3001.417426 = -1008298.332660
  nChanged 16
		SP:Iteration 62Q (34419.510000 sec): 3 clusters
  Score: Raw -1011301.653792 + Penalty 3001.417426 = -1008300.236367
  nChanged 11
		SP:Iteration 63Q (34419.730000 sec): 3 clusters
  Score: Raw -1011302.895023 + Penalty 3001.417426 = -1008301.477597
  nChanged 9
		SP:Iteration 64Q (34419.920000 sec): 3 clusters
  Score: Raw -1011304.668814 + Penalty 3001.417426 = -1008303.251388
  nChanged 12
		SP:Iteration 65Q (34420.100000 sec): 3 clusters
  Score: Raw -1011306.013698 + Penalty 3001.417426 = -1008304.596272
  nChanged 4
		SP:Iteration 66Q (34420.280000 sec): 3 clusters
  Score: Raw -1011306.438085 + Penalty 3001.417426 = -1008305.020659
  nChanged 3
		SP:Iteration 67Q (34420.470000 sec): 3 clusters
  Score: Raw -1011306.749083 + Penalty 3001.417426 = -1008305.331657
  nChanged 2
		SP:Iteration 68Q (34420.650000 sec): 3 clusters
  Score: Raw -1011306.903875 + Penalty 3001.417426 = -1008305.486449
  nChanged 3
		SP:Iteration 69Q (34420.840000 sec): 3 clusters
  Score: Raw -1011307.242855 + Penalty 3001.417426 = -1008305.825429
  nChanged 3
		SP:Iteration 70Q (34421.020000 sec): 3 clusters
  Score: Raw -1011307.583866 + Penalty 3001.417426 = -1008306.166441
  nChanged 3
		SP:Iteration 71Q (34421.280000 sec): 3 clusters
  Score: Raw -1011307.940944 + Penalty 3001.417426 = -1008306.523518
  nChanged 0
		SP:Iteration 72F (34421.480000 sec): 3 clusters
  Score: Raw -1011307.940944 + Penalty 3001.417426 = -1008306.523518
  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 7.98 GB.

 Trying to split cluster 12 (9382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34421.620000 sec): 2 clusters
  Score: Raw -871451.077612 + Penalty 1486.314089 = -869964.763523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34421.820000 sec): 3 clusters
  Score: Raw -866288.691262 + Penalty 2972.628178 = -863316.063084
  nChanged 4055
		SP:Iteration 1F (34422.020000 sec): 3 clusters
  Score: Raw -868929.755685 + Penalty 2972.628178 = -865957.127507
  nChanged 786
		SP:Iteration 2F (34422.210000 sec): 3 clusters
  Score: Raw -869523.341010 + Penalty 2972.628178 = -866550.712832
  nChanged 698
		SP:Iteration 3F (34422.440000 sec): 3 clusters
  Score: Raw -870186.864836 + Penalty 2972.628178 = -867214.236659
  nChanged 719
		SP:Iteration 4F (34422.590000 sec): 3 clusters
  Score: Raw -870982.739573 + Penalty 2972.628178 = -868010.111395
  nChanged 727
		SP:Iteration 5F (34422.810000 sec): 3 clusters
  Score: Raw -871785.510280 + Penalty 2972.628178 = -868812.882102
  nChanged 603
		SP:Iteration 6F (34423.060000 sec): 3 clusters
  Score: Raw -872381.364045 + Penalty 2972.628178 = -869408.735867
  nChanged 471
		SP:Iteration 7F (34423.310000 sec): 3 clusters
  Score: Raw -872740.822586 + Penalty 2972.628178 = -869768.194408
  nChanged 304
		SP:Iteration 8Q (34423.550000 sec): 3 clusters
  Score: Raw -872931.653193 + Penalty 2972.628178 = -869959.025016
  nChanged 194
		SP:Iteration 9Q (34423.750000 sec): 3 clusters
  Score: Raw -873027.259629 + Penalty 2972.628178 = -870054.631451
  nChanged 125
		SP:Iteration 10Q (34424.000000 sec): 3 clusters
  Score: Raw -873078.019746 + Penalty 2972.628178 = -870105.391568
  nChanged 87
		SP:Iteration 11Q (34424.220000 sec): 3 clusters
  Score: Raw -873113.612413 + Penalty 2972.628178 = -870140.984235
  nChanged 65
		SP:Iteration 12Q (34424.430000 sec): 3 clusters
  Score: Raw -873140.626935 + Penalty 2972.628178 = -870167.998757
  nChanged 63
		SP:Iteration 13Q (34424.720000 sec): 3 clusters
  Score: Raw -873162.544609 + Penalty 2972.628178 = -870189.916432
  nChanged 35
		SP:Iteration 14Q (34424.920000 sec): 3 clusters
  Score: Raw -873170.192517 + Penalty 2972.628178 = -870197.564339
  nChanged 31
		SP:Iteration 15Q (34425.190000 sec): 3 clusters
  Score: Raw -873176.832004 + Penalty 2972.628178 = -870204.203826
  nChanged 19
		SP:Iteration 16Q (34425.460000 sec): 3 clusters
  Score: Raw -873181.520659 + Penalty 2972.628178 = -870208.892481
  nChanged 17
		SP:Iteration 17Q (34425.720000 sec): 3 clusters
  Score: Raw -873184.769180 + Penalty 2972.628178 = -870212.141003
  nChanged 14
		SP:Iteration 18Q (34425.950000 sec): 3 clusters
  Score: Raw -873186.600187 + Penalty 2972.628178 = -870213.972010
  nChanged 10
		SP:Iteration 19Q (34426.180000 sec): 3 clusters
  Score: Raw -873187.872824 + Penalty 2972.628178 = -870215.244647
  nChanged 4
		SP:Iteration 20F (34426.390000 sec): 3 clusters
  Score: Raw -873188.267624 + Penalty 2972.628178 = -870215.639446
  nChanged 1
		SP:Iteration 21Q (34426.660000 sec): 3 clusters
  Score: Raw -873188.432841 + Penalty 2972.628178 = -870215.804664
  nChanged 1
		SP:Iteration 22Q (34426.840000 sec): 3 clusters
  Score: Raw -873188.733612 + Penalty 2972.628178 = -870216.105435
  nChanged 2
		SP:Iteration 23Q (34427.040000 sec): 3 clusters
  Score: Raw -873188.910882 + Penalty 2972.628178 = -870216.282705
  nChanged 1
		SP:Iteration 24Q (34427.250000 sec): 3 clusters
  Score: Raw -873189.075068 + Penalty 2972.628178 = -870216.446890
  nChanged 3
		SP:Iteration 25Q (34427.420000 sec): 3 clusters
  Score: Raw -873189.622491 + Penalty 2972.628178 = -870216.994314
  nChanged 5
		SP:Iteration 26Q (34427.640000 sec): 3 clusters
  Score: Raw -873190.452163 + Penalty 2972.628178 = -870217.823986
  nChanged 5
		SP:Iteration 27Q (34427.890000 sec): 3 clusters
  Score: Raw -873191.099106 + Penalty 2972.628178 = -870218.470928
  nChanged 6
		SP:Iteration 28Q (34428.120000 sec): 3 clusters
  Score: Raw -873191.816187 + Penalty 2972.628178 = -870219.188009
  nChanged 4
		SP:Iteration 29Q (34428.320000 sec): 3 clusters
  Score: Raw -873192.514029 + Penalty 2972.628178 = -870219.885851
  nChanged 4
		SP:Iteration 30Q (34428.490000 sec): 3 clusters
  Score: Raw -873193.156684 + Penalty 2972.628178 = -870220.528507
  nChanged 3
		SP:Iteration 31Q (34428.720000 sec): 3 clusters
  Score: Raw -873193.819151 + Penalty 2972.628178 = -870221.190974
  nChanged 7
		SP:Iteration 32Q (34428.900000 sec): 3 clusters
  Score: Raw -873195.438405 + Penalty 2972.628178 = -870222.810228
  nChanged 9
		SP:Iteration 33Q (34429.130000 sec): 3 clusters
  Score: Raw -873197.308666 + Penalty 2972.628178 = -870224.680489
  nChanged 6
		SP:Iteration 34Q (34429.330000 sec): 3 clusters
  Score: Raw -873198.354453 + Penalty 2972.628178 = -870225.726275
  nChanged 6
		SP:Iteration 35Q (34429.560000 sec): 3 clusters
  Score: Raw -873199.331908 + Penalty 2972.628178 = -870226.703731
  nChanged 7
		SP:Iteration 36Q (34429.760000 sec): 3 clusters
  Score: Raw -873200.331070 + Penalty 2972.628178 = -870227.702892
  nChanged 8
		SP:Iteration 37Q (34429.960000 sec): 3 clusters
  Score: Raw -873201.067738 + Penalty 2972.628178 = -870228.439560
  nChanged 8
		SP:Iteration 38Q (34430.170000 sec): 3 clusters
  Score: Raw -873202.201854 + Penalty 2972.628178 = -870229.573676
  nChanged 6
		SP:Iteration 39Q (34430.430000 sec): 3 clusters
  Score: Raw -873203.148620 + Penalty 2972.628178 = -870230.520442
  nChanged 3
		SP:Iteration 40F (34430.700000 sec): 3 clusters
  Score: Raw -873203.409247 + Penalty 2972.628178 = -870230.781069
  nChanged 1
		SP:Iteration 41Q (34430.920000 sec): 3 clusters
  Score: Raw -873203.455032 + Penalty 2972.628178 = -870230.826854
  nChanged 1
		SP:Iteration 42Q (34431.160000 sec): 3 clusters
  Score: Raw -873203.508970 + Penalty 2972.628178 = -870230.880792
  nChanged 2
		SP:Iteration 43Q (34431.390000 sec): 3 clusters
  Score: Raw -873203.769767 + Penalty 2972.628178 = -870231.141589
  nChanged 3
		SP:Iteration 44Q (34431.610000 sec): 3 clusters
  Score: Raw -873204.015397 + Penalty 2972.628178 = -870231.387220
  nChanged 1
		SP:Iteration 45Q (34431.870000 sec): 3 clusters
  Score: Raw -873204.072216 + Penalty 2972.628178 = -870231.444039
  nChanged 1
		SP:Iteration 46Q (34432.120000 sec): 3 clusters
  Score: Raw -873204.158736 + Penalty 2972.628178 = -870231.530559
  nChanged 1
		SP:Iteration 47Q (34432.380000 sec): 3 clusters
  Score: Raw -873204.237136 + Penalty 2972.628178 = -870231.608959
  nChanged 1
		SP:Iteration 48Q (34432.610000 sec): 3 clusters
  Score: Raw -873204.433082 + Penalty 2972.628178 = -870231.804904
  nChanged 1
		SP:Iteration 49Q (34432.830000 sec): 3 clusters
  Score: Raw -873204.647516 + Penalty 2972.628178 = -870232.019339
  nChanged 2
		SP:Iteration 50Q (34433.060000 sec): 3 clusters
  Score: Raw -873204.879921 + Penalty 2972.628178 = -870232.251744
  nChanged 2
		SP:Iteration 51Q (34433.310000 sec): 3 clusters
  Score: Raw -873205.008430 + Penalty 2972.628178 = -870232.380253
  nChanged 0
		SP:Iteration 52F (34433.560000 sec): 3 clusters
  Score: Raw -873205.008430 + Penalty 2972.628178 = -870232.380253
  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 7.98 GB.

 Trying to split cluster 13 (4571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34433.700000 sec): 2 clusters
  Score: Raw -367149.897473 + Penalty 1369.466683 = -365780.430791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34433.910000 sec): 3 clusters
  Score: Raw -364944.288892 + Penalty 2738.933365 = -362205.355526
  nChanged 1848
		SP:Iteration 1F (34434.140000 sec): 3 clusters
  Score: Raw -367102.386659 + Penalty 2738.933365 = -364363.453293
  nChanged 646
		SP:Iteration 2F (34434.360000 sec): 3 clusters
  Score: Raw -368252.994395 + Penalty 2738.933365 = -365514.061029
  nChanged 438
		SP:Iteration 3F (34434.600000 sec): 3 clusters
  Score: Raw -369001.989586 + Penalty 2738.933365 = -366263.056221
  nChanged 291
		SP:Iteration 4F (34434.840000 sec): 3 clusters
  Score: Raw -369458.567522 + Penalty 2738.933365 = -366719.634156
  nChanged 243
		SP:Iteration 5F (34435.000000 sec): 3 clusters
  Score: Raw -369785.681950 + Penalty 2738.933365 = -367046.748585
  nChanged 187
		SP:Iteration 6Q (34435.180000 sec): 3 clusters
  Score: Raw -370049.033757 + Penalty 2738.933365 = -367310.100391
  nChanged 169
		SP:Iteration 7Q (34435.360000 sec): 3 clusters
  Score: Raw -370191.393441 + Penalty 2738.933365 = -367452.460076
  nChanged 104
		SP:Iteration 8Q (34435.570000 sec): 3 clusters
  Score: Raw -370256.411498 + Penalty 2738.933365 = -367517.478132
  nChanged 60
		SP:Iteration 9Q (34435.750000 sec): 3 clusters
  Score: Raw -370297.345902 + Penalty 2738.933365 = -367558.412537
  nChanged 34
		SP:Iteration 10Q (34435.940000 sec): 3 clusters
  Score: Raw -370311.170343 + Penalty 2738.933365 = -367572.236977
  nChanged 32
		SP:Iteration 11Q (34436.120000 sec): 3 clusters
  Score: Raw -370321.561360 + Penalty 2738.933365 = -367582.627994
  nChanged 22
		SP:Iteration 12Q (34436.250000 sec): 3 clusters
  Score: Raw -370329.186612 + Penalty 2738.933365 = -367590.253247
  nChanged 22
		SP:Iteration 13Q (34436.460000 sec): 3 clusters
  Score: Raw -370333.255448 + Penalty 2738.933365 = -367594.322082
  nChanged 10
		SP:Iteration 14Q (34436.690000 sec): 3 clusters
  Score: Raw -370334.823689 + Penalty 2738.933365 = -367595.890324
  nChanged 5
		SP:Iteration 15Q (34436.890000 sec): 3 clusters
  Score: Raw -370335.702646 + Penalty 2738.933365 = -367596.769280
  nChanged 2
		SP:Iteration 16Q (34437.090000 sec): 3 clusters
  Score: Raw -370336.075271 + Penalty 2738.933365 = -367597.141906
  nChanged 6
		SP:Iteration 17Q (34437.310000 sec): 3 clusters
  Score: Raw -370337.086479 + Penalty 2738.933365 = -367598.153114
  nChanged 1
		SP:Iteration 18Q (34437.540000 sec): 3 clusters
  Score: Raw -370337.477076 + Penalty 2738.933365 = -367598.543711
  nChanged 1
		SP:Iteration 19Q (34437.720000 sec): 3 clusters
  Score: Raw -370337.634619 + Penalty 2738.933365 = -367598.701253
  nChanged 1
		SP:Iteration 20F (34437.930000 sec): 3 clusters
  Score: Raw -370337.816570 + Penalty 2738.933365 = -367598.883204
  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 7.98 GB.

 Trying to split cluster 14 (4523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34438.040000 sec): 2 clusters
  Score: Raw -436746.396887 + Penalty 1367.751250 = -435378.645637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34438.230000 sec): 3 clusters
  Score: Raw -434527.467562 + Penalty 2735.502500 = -431791.965061
  nChanged 1843
		SP:Iteration 1F (34438.380000 sec): 3 clusters
  Score: Raw -436097.989768 + Penalty 2735.502500 = -433362.487268
  nChanged 636
		SP:Iteration 2F (34438.550000 sec): 3 clusters
  Score: Raw -437234.498166 + Penalty 2735.502500 = -434498.995666
  nChanged 559
		SP:Iteration 3F (34438.720000 sec): 3 clusters
  Score: Raw -438119.990081 + Penalty 2735.502500 = -435384.487581
  nChanged 350
		SP:Iteration 4F (34438.900000 sec): 3 clusters
  Score: Raw -438467.638448 + Penalty 2735.502500 = -435732.135948
  nChanged 199
		SP:Iteration 5Q (34439.110000 sec): 3 clusters
  Score: Raw -438614.928532 + Penalty 2735.502500 = -435879.426032
  nChanged 103
		SP:Iteration 6Q (34439.280000 sec): 3 clusters
  Score: Raw -438685.116503 + Penalty 2735.502500 = -435949.614003
  nChanged 88
		SP:Iteration 7Q (34439.490000 sec): 3 clusters
  Score: Raw -438743.231622 + Penalty 2735.502500 = -436007.729122
  nChanged 79
		SP:Iteration 8Q (34439.710000 sec): 3 clusters
  Score: Raw -438792.884422 + Penalty 2735.502500 = -436057.381922
  nChanged 72
		SP:Iteration 9Q (34439.930000 sec): 3 clusters
  Score: Raw -438834.420960 + Penalty 2735.502500 = -436098.918460
  nChanged 57
		SP:Iteration 10Q (34440.140000 sec): 3 clusters
  Score: Raw -438860.166694 + Penalty 2735.502500 = -436124.664194
  nChanged 54
		SP:Iteration 11Q (34440.360000 sec): 3 clusters
  Score: Raw -438884.274291 + Penalty 2735.502500 = -436148.771791
  nChanged 55
		SP:Iteration 12Q (34440.560000 sec): 3 clusters
  Score: Raw -438908.653218 + Penalty 2735.502500 = -436173.150717
  nChanged 48
		SP:Iteration 13Q (34440.770000 sec): 3 clusters
  Score: Raw -438929.142721 + Penalty 2735.502500 = -436193.640221
  nChanged 48
		SP:Iteration 14Q (34441.020000 sec): 3 clusters
  Score: Raw -438949.010157 + Penalty 2735.502500 = -436213.507657
  nChanged 37
		SP:Iteration 15Q (34441.250000 sec): 3 clusters
  Score: Raw -438967.631002 + Penalty 2735.502500 = -436232.128502
  nChanged 38
		SP:Iteration 16Q (34441.450000 sec): 3 clusters
  Score: Raw -438983.640677 + Penalty 2735.502500 = -436248.138177
  nChanged 43
		SP:Iteration 17Q (34441.640000 sec): 3 clusters
  Score: Raw -439002.631815 + Penalty 2735.502500 = -436267.129315
  nChanged 32
		SP:Iteration 18Q (34441.840000 sec): 3 clusters
  Score: Raw -439014.602741 + Penalty 2735.502500 = -436279.100241
  nChanged 28
		SP:Iteration 19Q (34442.030000 sec): 3 clusters
  Score: Raw -439025.058665 + Penalty 2735.502500 = -436289.556165
  nChanged 23
		SP:Iteration 20F (34442.280000 sec): 3 clusters
  Score: Raw -439033.924273 + Penalty 2735.502500 = -436298.421773
  nChanged 28
		SP:Iteration 21Q (34442.450000 sec): 3 clusters
  Score: Raw -439044.917596 + Penalty 2735.502500 = -436309.415096
  nChanged 26
		SP:Iteration 22Q (34442.630000 sec): 3 clusters
  Score: Raw -439053.355701 + Penalty 2735.502500 = -436317.853201
  nChanged 23
		SP:Iteration 23Q (34442.850000 sec): 3 clusters
  Score: Raw -439060.837398 + Penalty 2735.502500 = -436325.334898
  nChanged 20
		SP:Iteration 24Q (34443.050000 sec): 3 clusters
  Score: Raw -439066.899780 + Penalty 2735.502500 = -436331.397280
  nChanged 13
		SP:Iteration 25Q (34443.240000 sec): 3 clusters
  Score: Raw -439070.056330 + Penalty 2735.502500 = -436334.553830
  nChanged 10
		SP:Iteration 26Q (34443.440000 sec): 3 clusters
  Score: Raw -439072.893904 + Penalty 2735.502500 = -436337.391404
  nChanged 10
		SP:Iteration 27Q (34443.590000 sec): 3 clusters
  Score: Raw -439075.102688 + Penalty 2735.502500 = -436339.600188
  nChanged 5
		SP:Iteration 28Q (34443.770000 sec): 3 clusters
  Score: Raw -439076.541668 + Penalty 2735.502500 = -436341.039168
  nChanged 5
		SP:Iteration 29Q (34443.960000 sec): 3 clusters
  Score: Raw -439078.099488 + Penalty 2735.502500 = -436342.596988
  nChanged 5
		SP:Iteration 30Q (34444.150000 sec): 3 clusters
  Score: Raw -439079.127402 + Penalty 2735.502500 = -436343.624902
  nChanged 3
		SP:Iteration 31Q (34444.360000 sec): 3 clusters
  Score: Raw -439079.633236 + Penalty 2735.502500 = -436344.130736
  nChanged 0
		SP:Iteration 32F (34444.500000 sec): 3 clusters
  Score: Raw -439079.633236 + Penalty 2735.502500 = -436344.130736
  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 7.98 GB.

 Trying to split cluster 15 (3476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34444.640000 sec): 2 clusters
  Score: Raw -332179.014764 + Penalty 1324.966092 = -330854.048673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34444.840000 sec): 3 clusters
  Score: Raw -330478.480091 + Penalty 2649.932183 = -327828.547908
  nChanged 1367
		SP:Iteration 1F (34445.020000 sec): 3 clusters
  Score: Raw -331254.294626 + Penalty 2649.932183 = -328604.362442
  nChanged 292
		SP:Iteration 2F (34445.240000 sec): 3 clusters
  Score: Raw -331465.428310 + Penalty 2649.932183 = -328815.496127
  nChanged 213
		SP:Iteration 3F (34445.400000 sec): 3 clusters
  Score: Raw -331602.380283 + Penalty 2649.932183 = -328952.448099
  nChanged 169
		SP:Iteration 4Q (34445.580000 sec): 3 clusters
  Score: Raw -331726.242834 + Penalty 2649.932183 = -329076.310651
  nChanged 159
		SP:Iteration 5Q (34445.750000 sec): 3 clusters
  Score: Raw -331852.120890 + Penalty 2649.932183 = -329202.188707
  nChanged 138
		SP:Iteration 6Q (34445.880000 sec): 3 clusters
  Score: Raw -331968.597764 + Penalty 2649.932183 = -329318.665581
  nChanged 136
		SP:Iteration 7Q (34446.040000 sec): 3 clusters
  Score: Raw -332095.057958 + Penalty 2649.932183 = -329445.125775
  nChanged 143
		SP:Iteration 8Q (34446.180000 sec): 3 clusters
  Score: Raw -332238.100989 + Penalty 2649.932183 = -329588.168806
  nChanged 134
		SP:Iteration 9Q (34446.350000 sec): 3 clusters
  Score: Raw -332361.571156 + Penalty 2649.932183 = -329711.638973
  nChanged 120
		SP:Iteration 10Q (34446.540000 sec): 3 clusters
  Score: Raw -332476.922697 + Penalty 2649.932183 = -329826.990514
  nChanged 115
		SP:Iteration 11Q (34446.680000 sec): 3 clusters
  Score: Raw -332616.504040 + Penalty 2649.932183 = -329966.571857
  nChanged 117
		SP:Iteration 12Q (34446.830000 sec): 3 clusters
  Score: Raw -332746.638783 + Penalty 2649.932183 = -330096.706600
  nChanged 81
		SP:Iteration 13Q (34447.020000 sec): 3 clusters
  Score: Raw -332829.772314 + Penalty 2649.932183 = -330179.840131
  nChanged 71
		SP:Iteration 14Q (34447.200000 sec): 3 clusters
  Score: Raw -332902.467444 + Penalty 2649.932183 = -330252.535261
  nChanged 55
		SP:Iteration 15Q (34447.370000 sec): 3 clusters
  Score: Raw -332953.656032 + Penalty 2649.932183 = -330303.723849
  nChanged 50
		SP:Iteration 16Q (34447.590000 sec): 3 clusters
  Score: Raw -333001.934372 + Penalty 2649.932183 = -330352.002189
  nChanged 50
		SP:Iteration 17Q (34447.720000 sec): 3 clusters
  Score: Raw -333045.330646 + Penalty 2649.932183 = -330395.398463
  nChanged 41
		SP:Iteration 18Q (34447.910000 sec): 3 clusters
  Score: Raw -333079.682439 + Penalty 2649.932183 = -330429.750256
  nChanged 38
		SP:Iteration 19Q (34448.080000 sec): 3 clusters
  Score: Raw -333113.144325 + Penalty 2649.932183 = -330463.212142
  nChanged 24
		SP:Iteration 20F (34448.230000 sec): 3 clusters
  Score: Raw -333132.976871 + Penalty 2649.932183 = -330483.044688
  nChanged 24
		SP:Iteration 21Q (34448.380000 sec): 3 clusters
  Score: Raw -333152.708531 + Penalty 2649.932183 = -330502.776348
  nChanged 18
		SP:Iteration 22Q (34448.530000 sec): 3 clusters
  Score: Raw -333165.583532 + Penalty 2649.932183 = -330515.651349
  nChanged 20
		SP:Iteration 23Q (34448.700000 sec): 3 clusters
  Score: Raw -333181.578940 + Penalty 2649.932183 = -330531.646757
  nChanged 10
		SP:Iteration 24Q (34448.840000 sec): 3 clusters
  Score: Raw -333188.737036 + Penalty 2649.932183 = -330538.804853
  nChanged 11
		SP:Iteration 25Q (34449.070000 sec): 3 clusters
  Score: Raw -333196.982744 + Penalty 2649.932183 = -330547.050561
  nChanged 13
		SP:Iteration 26Q (34449.210000 sec): 3 clusters
  Score: Raw -333205.682471 + Penalty 2649.932183 = -330555.750288
  nChanged 9
		SP:Iteration 27Q (34449.400000 sec): 3 clusters
  Score: Raw -333213.276241 + Penalty 2649.932183 = -330563.344058
  nChanged 6
		SP:Iteration 28Q (34449.640000 sec): 3 clusters
  Score: Raw -333217.166856 + Penalty 2649.932183 = -330567.234673
  nChanged 1
		SP:Iteration 29Q (34449.820000 sec): 3 clusters
  Score: Raw -333217.641575 + Penalty 2649.932183 = -330567.709392
  nChanged 1
		SP:Iteration 30Q (34449.990000 sec): 3 clusters
  Score: Raw -333217.967872 + Penalty 2649.932183 = -330568.035689
  nChanged 1
		SP:Iteration 31Q (34450.210000 sec): 3 clusters
  Score: Raw -333218.276300 + Penalty 2649.932183 = -330568.344117
  nChanged 0
		SP:Iteration 32F (34450.410000 sec): 3 clusters
  Score: Raw -333218.276300 + Penalty 2649.932183 = -330568.344117
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (13875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34450.600000 sec): 2 clusters
  Score: Raw -1350855.571371 + Penalty 1549.899640 = -1349305.671731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34450.880000 sec): 3 clusters
  Score: Raw -1342849.409924 + Penalty 3099.799280 = -1339749.610644
  nChanged 6182
		SP:Iteration 1F (34451.190000 sec): 3 clusters
  Score: Raw -1346722.793004 + Penalty 3099.799280 = -1343622.993724
  nChanged 1203
		SP:Iteration 2F (34451.470000 sec): 3 clusters
  Score: Raw -1347685.554494 + Penalty 3099.799280 = -1344585.755214
  nChanged 1110
		SP:Iteration 3F (34451.750000 sec): 3 clusters
  Score: Raw -1348473.357752 + Penalty 3099.799280 = -1345373.558472
  nChanged 906
		SP:Iteration 4F (34452.050000 sec): 3 clusters
  Score: Raw -1349048.496031 + Penalty 3099.799280 = -1345948.696751
  nChanged 739
		SP:Iteration 5F (34452.290000 sec): 3 clusters
  Score: Raw -1349465.296239 + Penalty 3099.799280 = -1346365.496959
  nChanged 567
		SP:Iteration 6Q (34452.600000 sec): 3 clusters
  Score: Raw -1349749.052817 + Penalty 3099.799280 = -1346649.253537
  nChanged 478
		SP:Iteration 7Q (34452.940000 sec): 3 clusters
  Score: Raw -1349958.647975 + Penalty 3099.799280 = -1346858.848695
  nChanged 396
		SP:Iteration 8Q (34453.170000 sec): 3 clusters
  Score: Raw -1350113.351578 + Penalty 3099.799280 = -1347013.552298
  nChanged 328
		SP:Iteration 9Q (34453.480000 sec): 3 clusters
  Score: Raw -1350241.018316 + Penalty 3099.799280 = -1347141.219036
  nChanged 308
		SP:Iteration 10Q (34453.780000 sec): 3 clusters
  Score: Raw -1350361.498448 + Penalty 3099.799280 = -1347261.699168
  nChanged 289
		SP:Iteration 11Q (34453.990000 sec): 3 clusters
  Score: Raw -1350494.836178 + Penalty 3099.799280 = -1347395.036898
  nChanged 299
		SP:Iteration 12Q (34454.320000 sec): 3 clusters
  Score: Raw -1350620.404607 + Penalty 3099.799280 = -1347520.605327
  nChanged 283
		SP:Iteration 13Q (34454.570000 sec): 3 clusters
  Score: Raw -1350739.429475 + Penalty 3099.799280 = -1347639.630195
  nChanged 253
		SP:Iteration 14Q (34454.940000 sec): 3 clusters
  Score: Raw -1350842.987125 + Penalty 3099.799280 = -1347743.187845
  nChanged 265
		SP:Iteration 15Q (34455.200000 sec): 3 clusters
  Score: Raw -1350945.035161 + Penalty 3099.799280 = -1347845.235880
  nChanged 218
		SP:Iteration 16Q (34455.440000 sec): 3 clusters
  Score: Raw -1351017.175053 + Penalty 3099.799280 = -1347917.375773
  nChanged 190
		SP:Iteration 17Q (34455.720000 sec): 3 clusters
  Score: Raw -1351070.303158 + Penalty 3099.799280 = -1347970.503878
  nChanged 153
		SP:Iteration 18Q (34456.040000 sec): 3 clusters
  Score: Raw -1351109.246808 + Penalty 3099.799280 = -1348009.447528
  nChanged 134
		SP:Iteration 19Q (34456.260000 sec): 3 clusters
  Score: Raw -1351142.865903 + Penalty 3099.799280 = -1348043.066623
  nChanged 128
		SP:Iteration 20F (34456.520000 sec): 3 clusters
  Score: Raw -1351170.046306 + Penalty 3099.799280 = -1348070.247026
  nChanged 101
		SP:Iteration 21Q (34456.840000 sec): 3 clusters
  Score: Raw -1351194.513770 + Penalty 3099.799280 = -1348094.714490
  nChanged 96
		SP:Iteration 22Q (34457.060000 sec): 3 clusters
  Score: Raw -1351222.107513 + Penalty 3099.799280 = -1348122.308233
  nChanged 106
		SP:Iteration 23Q (34457.320000 sec): 3 clusters
  Score: Raw -1351257.973567 + Penalty 3099.799280 = -1348158.174287
  nChanged 109
		SP:Iteration 24Q (34457.560000 sec): 3 clusters
  Score: Raw -1351296.937005 + Penalty 3099.799280 = -1348197.137725
  nChanged 108
		SP:Iteration 25Q (34457.880000 sec): 3 clusters
  Score: Raw -1351326.698540 + Penalty 3099.799280 = -1348226.899260
  nChanged 103
		SP:Iteration 26Q (34458.120000 sec): 3 clusters
  Score: Raw -1351350.606184 + Penalty 3099.799280 = -1348250.806904
  nChanged 97
		SP:Iteration 27Q (34458.450000 sec): 3 clusters
  Score: Raw -1351366.964523 + Penalty 3099.799280 = -1348267.165242
  nChanged 76
		SP:Iteration 28Q (34458.670000 sec): 3 clusters
  Score: Raw -1351380.350820 + Penalty 3099.799280 = -1348280.551540
  nChanged 66
		SP:Iteration 29Q (34458.920000 sec): 3 clusters
  Score: Raw -1351390.754659 + Penalty 3099.799280 = -1348290.955379
  nChanged 62
		SP:Iteration 30Q (34459.130000 sec): 3 clusters
  Score: Raw -1351400.137786 + Penalty 3099.799280 = -1348300.338506
  nChanged 61
		SP:Iteration 31Q (34459.380000 sec): 3 clusters
  Score: Raw -1351410.399386 + Penalty 3099.799280 = -1348310.600106
  nChanged 59
		SP:Iteration 32Q (34459.660000 sec): 3 clusters
  Score: Raw -1351424.598940 + Penalty 3099.799280 = -1348324.799660
  nChanged 65
		SP:Iteration 33Q (34459.910000 sec): 3 clusters
  Score: Raw -1351442.576798 + Penalty 3099.799280 = -1348342.777518
  nChanged 74
		SP:Iteration 34Q (34460.110000 sec): 3 clusters
  Score: Raw -1351457.021453 + Penalty 3099.799280 = -1348357.222173
  nChanged 67
		SP:Iteration 35Q (34460.340000 sec): 3 clusters
  Score: Raw -1351468.860676 + Penalty 3099.799280 = -1348369.061396
  nChanged 65
		SP:Iteration 36Q (34460.560000 sec): 3 clusters
  Score: Raw -1351480.521283 + Penalty 3099.799280 = -1348380.722003
  nChanged 61
		SP:Iteration 37Q (34460.850000 sec): 3 clusters
  Score: Raw -1351490.275146 + Penalty 3099.799280 = -1348390.475866
  nChanged 59
		SP:Iteration 38Q (34461.120000 sec): 3 clusters
  Score: Raw -1351499.940276 + Penalty 3099.799280 = -1348400.140996
  nChanged 64
		SP:Iteration 39Q (34461.350000 sec): 3 clusters
  Score: Raw -1351510.854091 + Penalty 3099.799280 = -1348411.054811
  nChanged 67
		SP:Iteration 40F (34461.640000 sec): 3 clusters
  Score: Raw -1351522.775586 + Penalty 3099.799280 = -1348422.976306
  nChanged 73
		SP:Iteration 41Q (34461.910000 sec): 3 clusters
  Score: Raw -1351537.019500 + Penalty 3099.799280 = -1348437.220220
  nChanged 86
		SP:Iteration 42Q (34462.220000 sec): 3 clusters
  Score: Raw -1351555.405249 + Penalty 3099.799280 = -1348455.605969
  nChanged 87
		SP:Iteration 43Q (34462.500000 sec): 3 clusters
  Score: Raw -1351574.296922 + Penalty 3099.799280 = -1348474.497642
  nChanged 80
		SP:Iteration 44Q (34462.810000 sec): 3 clusters
  Score: Raw -1351593.037020 + Penalty 3099.799280 = -1348493.237740
  nChanged 85
		SP:Iteration 45Q (34463.080000 sec): 3 clusters
  Score: Raw -1351616.661711 + Penalty 3099.799280 = -1348516.862431
  nChanged 89
		SP:Iteration 46Q (34463.340000 sec): 3 clusters
  Score: Raw -1351641.846943 + Penalty 3099.799280 = -1348542.047663
  nChanged 94
		SP:Iteration 47Q (34463.620000 sec): 3 clusters
  Score: Raw -1351668.509504 + Penalty 3099.799280 = -1348568.710224
  nChanged 95
		SP:Iteration 48Q (34463.840000 sec): 3 clusters
  Score: Raw -1351697.391157 + Penalty 3099.799280 = -1348597.591877
  nChanged 106
		SP:Iteration 49Q (34464.100000 sec): 3 clusters
  Score: Raw -1351730.879638 + Penalty 3099.799280 = -1348631.080358
  nChanged 107
		SP:Iteration 50Q (34464.300000 sec): 3 clusters
  Score: Raw -1351766.748529 + Penalty 3099.799280 = -1348666.949249
  nChanged 116
		SP:Iteration 51Q (34464.520000 sec): 3 clusters
  Score: Raw -1351807.392213 + Penalty 3099.799280 = -1348707.592933
  nChanged 111
		SP:Iteration 52Q (34464.740000 sec): 3 clusters
  Score: Raw -1351842.341811 + Penalty 3099.799280 = -1348742.542530
  nChanged 124
		SP:Iteration 53Q (34464.960000 sec): 3 clusters
  Score: Raw -1351882.508729 + Penalty 3099.799280 = -1348782.709449
  nChanged 126
		SP:Iteration 54Q (34465.190000 sec): 3 clusters
  Score: Raw -1351924.927799 + Penalty 3099.799280 = -1348825.128519
  nChanged 132
		SP:Iteration 55Q (34465.490000 sec): 3 clusters
  Score: Raw -1351971.846542 + Penalty 3099.799280 = -1348872.047262
  nChanged 121
		SP:Iteration 56Q (34465.750000 sec): 3 clusters
  Score: Raw -1352015.474808 + Penalty 3099.799280 = -1348915.675528
  nChanged 124
		SP:Iteration 57Q (34466.020000 sec): 3 clusters
  Score: Raw -1352058.876910 + Penalty 3099.799280 = -1348959.077630
  nChanged 136
		SP:Iteration 58Q (34466.260000 sec): 3 clusters
  Score: Raw -1352104.216944 + Penalty 3099.799280 = -1349004.417664
  nChanged 142
		SP:Iteration 59Q (34466.560000 sec): 3 clusters
  Score: Raw -1352154.601121 + Penalty 3099.799280 = -1349054.801841
  nChanged 129
		SP:Iteration 60F (34466.800000 sec): 3 clusters
  Score: Raw -1352202.869417 + Penalty 3099.799280 = -1349103.070137
  nChanged 137
		SP:Iteration 61Q (34467.050000 sec): 3 clusters
  Score: Raw -1352251.183641 + Penalty 3099.799280 = -1349151.384361
  nChanged 128
		SP:Iteration 62Q (34467.280000 sec): 3 clusters
  Score: Raw -1352293.689005 + Penalty 3099.799280 = -1349193.889725
  nChanged 123
		SP:Iteration 63Q (34467.520000 sec): 3 clusters
  Score: Raw -1352335.102242 + Penalty 3099.799280 = -1349235.302962
  nChanged 115
		SP:Iteration 64Q (34467.810000 sec): 3 clusters
  Score: Raw -1352379.373131 + Penalty 3099.799280 = -1349279.573851
  nChanged 121
		SP:Iteration 65Q (34468.060000 sec): 3 clusters
  Score: Raw -1352421.012847 + Penalty 3099.799280 = -1349321.213567
  nChanged 101
		SP:Iteration 66Q (34468.330000 sec): 3 clusters
  Score: Raw -1352455.576106 + Penalty 3099.799280 = -1349355.776826
  nChanged 106
		SP:Iteration 67Q (34468.570000 sec): 3 clusters
  Score: Raw -1352491.717021 + Penalty 3099.799280 = -1349391.917741
  nChanged 92
		SP:Iteration 68Q (34468.860000 sec): 3 clusters
  Score: Raw -1352520.762252 + Penalty 3099.799280 = -1349420.962972
  nChanged 85
		SP:Iteration 69Q (34469.070000 sec): 3 clusters
  Score: Raw -1352547.819702 + Penalty 3099.799280 = -1349448.020421
  nChanged 75
		SP:Iteration 70Q (34469.300000 sec): 3 clusters
  Score: Raw -1352577.990212 + Penalty 3099.799280 = -1349478.190932
  nChanged 81
		SP:Iteration 71Q (34469.600000 sec): 3 clusters
  Score: Raw -1352612.184548 + Penalty 3099.799280 = -1349512.385268
  nChanged 81
		SP:Iteration 72Q (34469.850000 sec): 3 clusters
  Score: Raw -1352658.355245 + Penalty 3099.799280 = -1349558.555964
  nChanged 100
		SP:Iteration 73Q (34470.080000 sec): 3 clusters
  Score: Raw -1352710.925954 + Penalty 3099.799280 = -1349611.126673
  nChanged 92
		SP:Iteration 74Q (34470.330000 sec): 3 clusters
  Score: Raw -1352753.213689 + Penalty 3099.799280 = -1349653.414409
  nChanged 84
		SP:Iteration 75Q (34470.630000 sec): 3 clusters
  Score: Raw -1352797.900916 + Penalty 3099.799280 = -1349698.101636
  nChanged 81
		SP:Iteration 76Q (34470.910000 sec): 3 clusters
  Score: Raw -1352848.467230 + Penalty 3099.799280 = -1349748.667950
  nChanged 76
		SP:Iteration 77Q (34471.120000 sec): 3 clusters
  Score: Raw -1352881.619540 + Penalty 3099.799280 = -1349781.820260
  nChanged 56
		SP:Iteration 78Q (34471.450000 sec): 3 clusters
  Score: Raw -1352901.762885 + Penalty 3099.799280 = -1349801.963605
  nChanged 51
		SP:Iteration 79Q (34471.670000 sec): 3 clusters
  Score: Raw -1352918.848633 + Penalty 3099.799280 = -1349819.049353
  nChanged 39
		SP:Iteration 80F (34471.910000 sec): 3 clusters
  Score: Raw -1352929.339750 + Penalty 3099.799280 = -1349829.540470
  nChanged 30
		SP:Iteration 81Q (34472.160000 sec): 3 clusters
  Score: Raw -1352940.245035 + Penalty 3099.799280 = -1349840.445755
  nChanged 27
		SP:Iteration 82Q (34472.480000 sec): 3 clusters
  Score: Raw -1352949.678456 + Penalty 3099.799280 = -1349849.879175
  nChanged 30
		SP:Iteration 83Q (34472.720000 sec): 3 clusters
  Score: Raw -1352957.676604 + Penalty 3099.799280 = -1349857.877324
  nChanged 21
		SP:Iteration 84Q (34472.980000 sec): 3 clusters
  Score: Raw -1352963.430942 + Penalty 3099.799280 = -1349863.631662
  nChanged 16
		SP:Iteration 85Q (34473.290000 sec): 3 clusters
  Score: Raw -1352966.302002 + Penalty 3099.799280 = -1349866.502722
  nChanged 12
		SP:Iteration 86Q (34473.520000 sec): 3 clusters
  Score: Raw -1352968.402308 + Penalty 3099.799280 = -1349868.603028
  nChanged 10
		SP:Iteration 87Q (34473.800000 sec): 3 clusters
  Score: Raw -1352970.622516 + Penalty 3099.799280 = -1349870.823236
  nChanged 10
		SP:Iteration 88Q (34474.100000 sec): 3 clusters
  Score: Raw -1352973.029430 + Penalty 3099.799280 = -1349873.230150
  nChanged 8
		SP:Iteration 89Q (34474.360000 sec): 3 clusters
  Score: Raw -1352974.405684 + Penalty 3099.799280 = -1349874.606404
  nChanged 5
		SP:Iteration 90Q (34474.570000 sec): 3 clusters
  Score: Raw -1352975.242242 + Penalty 3099.799280 = -1349875.442962
  nChanged 4
		SP:Iteration 91Q (34474.800000 sec): 3 clusters
  Score: Raw -1352976.109906 + Penalty 3099.799280 = -1349876.310626
  nChanged 4
		SP:Iteration 92Q (34475.070000 sec): 3 clusters
  Score: Raw -1352976.546426 + Penalty 3099.799280 = -1349876.747146
  nChanged 2
		SP:Iteration 93Q (34475.300000 sec): 3 clusters
  Score: Raw -1352977.047249 + Penalty 3099.799280 = -1349877.247969
  nChanged 0
		SP:Iteration 94F (34475.550000 sec): 3 clusters
  Score: Raw -1352977.047249 + Penalty 3099.799280 = -1349877.247969
  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 7.98 GB.

 Trying to split cluster 17 (1436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34475.660000 sec): 2 clusters
  Score: Raw -134605.004085 + Penalty 1181.312722 = -133423.691364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34475.870000 sec): 3 clusters
  Score: Raw -134186.458482 + Penalty 2362.625444 = -131823.833039
  nChanged 488
		SP:Iteration 1F (34476.060000 sec): 3 clusters
  Score: Raw -134742.313682 + Penalty 2362.625444 = -132379.688239
  nChanged 166
		SP:Iteration 2F (34476.250000 sec): 3 clusters
  Score: Raw -134976.422110 + Penalty 2362.625444 = -132613.796666
  nChanged 116
		SP:Iteration 3F (34476.530000 sec): 3 clusters
  Score: Raw -135270.435594 + Penalty 2362.625444 = -132907.810150
  nChanged 106
		SP:Iteration 4F (34476.710000 sec): 3 clusters
  Score: Raw -135535.208435 + Penalty 2362.625444 = -133172.582992
  nChanged 88
		SP:Iteration 5F (34476.870000 sec): 3 clusters
  Score: Raw -135707.207657 + Penalty 2362.625444 = -133344.582213
  nChanged 64
		SP:Iteration 6Q (34477.080000 sec): 3 clusters
  Score: Raw -135800.257424 + Penalty 2362.625444 = -133437.631980
  nChanged 33
		SP:Iteration 7Q (34477.300000 sec): 3 clusters
  Score: Raw -135874.145963 + Penalty 2362.625444 = -133511.520520
  nChanged 18
		SP:Iteration 8Q (34477.460000 sec): 3 clusters
  Score: Raw -135930.147705 + Penalty 2362.625444 = -133567.522262
  nChanged 24
		SP:Iteration 9Q (34477.610000 sec): 3 clusters
  Score: Raw -135994.796979 + Penalty 2362.625444 = -133632.171535
  nChanged 10
		SP:Iteration 10Q (34477.780000 sec): 3 clusters
  Score: Raw -136043.282523 + Penalty 2362.625444 = -133680.657079
  nChanged 10
		SP:Iteration 11Q (34477.960000 sec): 3 clusters
  Score: Raw -136052.609408 + Penalty 2362.625444 = -133689.983964
  nChanged 1
		SP:Iteration 12Q (34478.180000 sec): 3 clusters
  Score: Raw -136053.061371 + Penalty 2362.625444 = -133690.435927
  nChanged 1
		SP:Iteration 13Q (34478.340000 sec): 3 clusters
  Score: Raw -136053.433618 + Penalty 2362.625444 = -133690.808174
  nChanged 0
		SP:Iteration 14F (34478.510000 sec): 3 clusters
  Score: Raw -136053.433618 + Penalty 2362.625444 = -133690.808174
  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 7.98 GB.

 Trying to split cluster 18 (20762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34478.780000 sec): 2 clusters
  Score: Raw -2058688.098584 + Penalty 1615.392947 = -2057072.705638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34479.050000 sec): 3 clusters
  Score: Raw -2046118.940729 + Penalty 3230.785893 = -2042888.154836
  nChanged 9431
		SP:Iteration 1F (34479.380000 sec): 3 clusters
  Score: Raw -2051287.005176 + Penalty 3230.785893 = -2048056.219282
  nChanged 1258
		SP:Iteration 2F (34479.660000 sec): 3 clusters
  Score: Raw -2051948.505901 + Penalty 3230.785893 = -2048717.720008
  nChanged 1313
		SP:Iteration 3F (34480.000000 sec): 3 clusters
  Score: Raw -2052686.695361 + Penalty 3230.785893 = -2049455.909468
  nChanged 1341
		SP:Iteration 4F (34480.300000 sec): 3 clusters
  Score: Raw -2053505.024647 + Penalty 3230.785893 = -2050274.238753
  nChanged 1330
		SP:Iteration 5F (34480.580000 sec): 3 clusters
  Score: Raw -2054332.910622 + Penalty 3230.785893 = -2051102.124729
  nChanged 1222
		SP:Iteration 6F (34480.900000 sec): 3 clusters
  Score: Raw -2055028.588498 + Penalty 3230.785893 = -2051797.802604
  nChanged 1044
		SP:Iteration 7F (34481.220000 sec): 3 clusters
  Score: Raw -2055610.834388 + Penalty 3230.785893 = -2052380.048495
  nChanged 888
		SP:Iteration 8Q (34481.540000 sec): 3 clusters
  Score: Raw -2056132.599929 + Penalty 3230.785893 = -2052901.814035
  nChanged 794
		SP:Iteration 9Q (34481.870000 sec): 3 clusters
  Score: Raw -2056673.237399 + Penalty 3230.785893 = -2053442.451506
  nChanged 746
		SP:Iteration 10Q (34482.190000 sec): 3 clusters
  Score: Raw -2057259.564737 + Penalty 3230.785893 = -2054028.778844
  nChanged 665
		SP:Iteration 11Q (34482.560000 sec): 3 clusters
  Score: Raw -2057774.312252 + Penalty 3230.785893 = -2054543.526359
  nChanged 543
		SP:Iteration 12Q (34482.910000 sec): 3 clusters
  Score: Raw -2058026.893106 + Penalty 3230.785893 = -2054796.107213
  nChanged 372
		SP:Iteration 13Q (34483.190000 sec): 3 clusters
  Score: Raw -2058128.899138 + Penalty 3230.785893 = -2054898.113245
  nChanged 285
		SP:Iteration 14Q (34483.480000 sec): 3 clusters
  Score: Raw -2058193.274475 + Penalty 3230.785893 = -2054962.488581
  nChanged 224
		SP:Iteration 15Q (34483.760000 sec): 3 clusters
  Score: Raw -2058235.509655 + Penalty 3230.785893 = -2055004.723761
  nChanged 178
		SP:Iteration 16Q (34484.060000 sec): 3 clusters
  Score: Raw -2058265.502919 + Penalty 3230.785893 = -2055034.717026
  nChanged 157
		SP:Iteration 17Q (34484.340000 sec): 3 clusters
  Score: Raw -2058293.483190 + Penalty 3230.785893 = -2055062.697297
  nChanged 166
		SP:Iteration 18Q (34484.630000 sec): 3 clusters
  Score: Raw -2058325.214984 + Penalty 3230.785893 = -2055094.429090
  nChanged 165
		SP:Iteration 19Q (34484.920000 sec): 3 clusters
  Score: Raw -2058358.710708 + Penalty 3230.785893 = -2055127.924815
  nChanged 167
		SP:Iteration 20F (34485.270000 sec): 3 clusters
  Score: Raw -2058393.928873 + Penalty 3230.785893 = -2055163.142979
  nChanged 161
		SP:Iteration 21Q (34485.570000 sec): 3 clusters
  Score: Raw -2058426.248049 + Penalty 3230.785893 = -2055195.462156
  nChanged 160
		SP:Iteration 22Q (34485.850000 sec): 3 clusters
  Score: Raw -2058457.241964 + Penalty 3230.785893 = -2055226.456070
  nChanged 144
		SP:Iteration 23Q (34486.140000 sec): 3 clusters
  Score: Raw -2058486.782168 + Penalty 3230.785893 = -2055255.996275
  nChanged 135
		SP:Iteration 24Q (34486.430000 sec): 3 clusters
  Score: Raw -2058517.629280 + Penalty 3230.785893 = -2055286.843387
  nChanged 158
		SP:Iteration 25Q (34486.710000 sec): 3 clusters
  Score: Raw -2058553.397942 + Penalty 3230.785893 = -2055322.612049
  nChanged 185
		SP:Iteration 26Q (34487.000000 sec): 3 clusters
  Score: Raw -2058605.856083 + Penalty 3230.785893 = -2055375.070189
  nChanged 228
		SP:Iteration 27Q (34487.290000 sec): 3 clusters
  Score: Raw -2058668.219646 + Penalty 3230.785893 = -2055437.433753
  nChanged 229
		SP:Iteration 28Q (34487.580000 sec): 3 clusters
  Score: Raw -2058732.433470 + Penalty 3230.785893 = -2055501.647576
  nChanged 230
		SP:Iteration 29Q (34487.870000 sec): 3 clusters
  Score: Raw -2058800.093204 + Penalty 3230.785893 = -2055569.307310
  nChanged 241
		SP:Iteration 30Q (34488.150000 sec): 3 clusters
  Score: Raw -2058865.975961 + Penalty 3230.785893 = -2055635.190068
  nChanged 232
		SP:Iteration 31Q (34488.440000 sec): 3 clusters
  Score: Raw -2058935.702240 + Penalty 3230.785893 = -2055704.916347
  nChanged 226
		SP:Iteration 32Q (34488.730000 sec): 3 clusters
  Score: Raw -2059001.483124 + Penalty 3230.785893 = -2055770.697231
  nChanged 212
		SP:Iteration 33Q (34489.020000 sec): 3 clusters
  Score: Raw -2059061.058175 + Penalty 3230.785893 = -2055830.272282
  nChanged 187
		SP:Iteration 34Q (34489.310000 sec): 3 clusters
  Score: Raw -2059110.966385 + Penalty 3230.785893 = -2055880.180492
  nChanged 198
		SP:Iteration 35Q (34489.590000 sec): 3 clusters
  Score: Raw -2059160.410265 + Penalty 3230.785893 = -2055929.624372
  nChanged 185
		SP:Iteration 36Q (34489.880000 sec): 3 clusters
  Score: Raw -2059217.249210 + Penalty 3230.785893 = -2055986.463317
  nChanged 188
		SP:Iteration 37Q (34490.170000 sec): 3 clusters
  Score: Raw -2059272.900025 + Penalty 3230.785893 = -2056042.114132
  nChanged 165
		SP:Iteration 38Q (34490.420000 sec): 3 clusters
  Score: Raw -2059315.070343 + Penalty 3230.785893 = -2056084.284450
  nChanged 143
		SP:Iteration 39Q (34490.710000 sec): 3 clusters
  Score: Raw -2059349.631513 + Penalty 3230.785893 = -2056118.845620
  nChanged 113
		SP:Iteration 40F (34491.110000 sec): 3 clusters
  Score: Raw -2059374.514056 + Penalty 3230.785893 = -2056143.728163
  nChanged 91
		SP:Iteration 41Q (34491.470000 sec): 3 clusters
  Score: Raw -2059394.757732 + Penalty 3230.785893 = -2056163.971839
  nChanged 80
		SP:Iteration 42Q (34491.760000 sec): 3 clusters
  Score: Raw -2059411.579410 + Penalty 3230.785893 = -2056180.793517
  nChanged 74
		SP:Iteration 43Q (34492.070000 sec): 3 clusters
  Score: Raw -2059425.275646 + Penalty 3230.785893 = -2056194.489753
  nChanged 73
		SP:Iteration 44Q (34492.340000 sec): 3 clusters
  Score: Raw -2059439.863152 + Penalty 3230.785893 = -2056209.077259
  nChanged 60
		SP:Iteration 45Q (34492.610000 sec): 3 clusters
  Score: Raw -2059450.789808 + Penalty 3230.785893 = -2056220.003914
  nChanged 59
		SP:Iteration 46Q (34492.930000 sec): 3 clusters
  Score: Raw -2059465.203867 + Penalty 3230.785893 = -2056234.417974
  nChanged 58
		SP:Iteration 47Q (34493.310000 sec): 3 clusters
  Score: Raw -2059479.031387 + Penalty 3230.785893 = -2056248.245494
  nChanged 68
		SP:Iteration 48Q (34493.530000 sec): 3 clusters
  Score: Raw -2059493.035190 + Penalty 3230.785893 = -2056262.249297
  nChanged 59
		SP:Iteration 49Q (34493.830000 sec): 3 clusters
  Score: Raw -2059504.506511 + Penalty 3230.785893 = -2056273.720617
  nChanged 49
		SP:Iteration 50Q (34494.120000 sec): 3 clusters
  Score: Raw -2059514.684832 + Penalty 3230.785893 = -2056283.898938
  nChanged 48
		SP:Iteration 51Q (34494.410000 sec): 3 clusters
  Score: Raw -2059523.779098 + Penalty 3230.785893 = -2056292.993205
  nChanged 36
		SP:Iteration 52Q (34494.620000 sec): 3 clusters
  Score: Raw -2059530.529972 + Penalty 3230.785893 = -2056299.744079
  nChanged 40
		SP:Iteration 53Q (34494.920000 sec): 3 clusters
  Score: Raw -2059537.380975 + Penalty 3230.785893 = -2056306.595082
  nChanged 29
		SP:Iteration 54Q (34495.190000 sec): 3 clusters
  Score: Raw -2059542.138094 + Penalty 3230.785893 = -2056311.352200
  nChanged 26
		SP:Iteration 55Q (34495.500000 sec): 3 clusters
  Score: Raw -2059546.124456 + Penalty 3230.785893 = -2056315.338563
  nChanged 22
		SP:Iteration 56Q (34495.780000 sec): 3 clusters
  Score: Raw -2059549.110841 + Penalty 3230.785893 = -2056318.324948
  nChanged 16
		SP:Iteration 57Q (34496.060000 sec): 3 clusters
  Score: Raw -2059551.254342 + Penalty 3230.785893 = -2056320.468449
  nChanged 10
		SP:Iteration 58Q (34496.350000 sec): 3 clusters
  Score: Raw -2059552.776349 + Penalty 3230.785893 = -2056321.990455
  nChanged 11
		SP:Iteration 59Q (34496.660000 sec): 3 clusters
  Score: Raw -2059554.836868 + Penalty 3230.785893 = -2056324.050974
  nChanged 13
		SP:Iteration 60F (34496.960000 sec): 3 clusters
  Score: Raw -2059557.154763 + Penalty 3230.785893 = -2056326.368870
  nChanged 13
		SP:Iteration 61Q (34497.290000 sec): 3 clusters
  Score: Raw -2059559.154582 + Penalty 3230.785893 = -2056328.368689
  nChanged 10
		SP:Iteration 62Q (34497.560000 sec): 3 clusters
  Score: Raw -2059560.457072 + Penalty 3230.785893 = -2056329.671179
  nChanged 6
		SP:Iteration 63Q (34497.850000 sec): 3 clusters
  Score: Raw -2059561.272956 + Penalty 3230.785893 = -2056330.487063
  nChanged 5
		SP:Iteration 64Q (34498.150000 sec): 3 clusters
  Score: Raw -2059561.850529 + Penalty 3230.785893 = -2056331.064635
  nChanged 2
		SP:Iteration 65Q (34498.460000 sec): 3 clusters
  Score: Raw -2059562.022803 + Penalty 3230.785893 = -2056331.236910
  nChanged 0
		SP:Iteration 66F (34498.820000 sec): 3 clusters
  Score: Raw -2059562.022803 + Penalty 3230.785893 = -2056331.236910
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (296225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34500.430000 sec): 2 clusters
  Score: Raw -29493927.534328 + Penalty 2047.317119 = -29491880.217209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34502.220000 sec): 3 clusters
  Score: Raw -29296202.948704 + Penalty 4094.634238 = -29292108.314465
  nChanged 144426
		SP:Iteration 1F (34504.020000 sec): 3 clusters
  Score: Raw -29387318.144067 + Penalty 4094.634238 = -29383223.509828
  nChanged 14729
		SP:Iteration 2Q (34505.810000 sec): 3 clusters
  Score: Raw -29395293.856614 + Penalty 4094.634238 = -29391199.222376
  nChanged 18307
		SP:Iteration 3F (34507.530000 sec): 3 clusters
  Score: Raw -29407671.428556 + Penalty 4094.634238 = -29403576.794318
  nChanged 20567
		SP:Iteration 4F (34509.470000 sec): 3 clusters
  Score: Raw -29422290.627893 + Penalty 4094.634238 = -29418195.993654
  nChanged 19934
		SP:Iteration 5F (34511.440000 sec): 3 clusters
  Score: Raw -29435625.919594 + Penalty 4094.634238 = -29431531.285356
  nChanged 17545
		SP:Iteration 6F (34513.390000 sec): 3 clusters
  Score: Raw -29446030.181271 + Penalty 4094.634238 = -29441935.547032
  nChanged 14193
		SP:Iteration 7Q (34515.150000 sec): 3 clusters
  Score: Raw -29453916.064664 + Penalty 4094.634238 = -29449821.430426
  nChanged 11453
		SP:Iteration 8Q (34516.890000 sec): 3 clusters
  Score: Raw -29460482.799045 + Penalty 4094.634238 = -29456388.164807
  nChanged 9802
		SP:Iteration 9Q (34518.650000 sec): 3 clusters
  Score: Raw -29466726.750129 + Penalty 4094.634238 = -29462632.115891
  nChanged 8744
		SP:Iteration 10Q (34520.430000 sec): 3 clusters
  Score: Raw -29473068.083573 + Penalty 4094.634238 = -29468973.449334
  nChanged 7609
		SP:Iteration 11Q (34522.320000 sec): 3 clusters
  Score: Raw -29479474.843556 + Penalty 4094.634238 = -29475380.209317
  nChanged 6204
		SP:Iteration 12Q (34524.050000 sec): 3 clusters
  Score: Raw -29485263.472560 + Penalty 4094.634238 = -29481168.838322
  nChanged 4874
		SP:Iteration 13Q (34525.630000 sec): 3 clusters
  Score: Raw -29489189.394748 + Penalty 4094.634238 = -29485094.760509
  nChanged 3785
		SP:Iteration 14Q (34527.290000 sec): 3 clusters
  Score: Raw -29491093.164627 + Penalty 4094.634238 = -29486998.530388
  nChanged 2912
		SP:Iteration 15Q (34528.880000 sec): 3 clusters
  Score: Raw -29492021.252248 + Penalty 4094.634238 = -29487926.618009
  nChanged 2192
		SP:Iteration 16Q (34530.490000 sec): 3 clusters
  Score: Raw -29492552.688765 + Penalty 4094.634238 = -29488458.054527
  nChanged 1793
		SP:Iteration 17Q (34532.030000 sec): 3 clusters
  Score: Raw -29492943.578450 + Penalty 4094.634238 = -29488848.944212
  nChanged 1549
		SP:Iteration 18Q (34533.700000 sec): 3 clusters
  Score: Raw -29493258.033556 + Penalty 4094.634238 = -29489163.399318
  nChanged 1402
		SP:Iteration 19Q (34535.620000 sec): 3 clusters
  Score: Raw -29493512.932585 + Penalty 4094.634238 = -29489418.298346
  nChanged 1218
		SP:Iteration 20F (34537.970000 sec): 3 clusters
  Score: Raw -29493716.354881 + Penalty 4094.634238 = -29489621.720642
  nChanged 1089
		SP:Iteration 21Q (34539.690000 sec): 3 clusters
  Score: Raw -29493888.186389 + Penalty 4094.634238 = -29489793.552151
  nChanged 987
		SP:Iteration 22Q (34541.470000 sec): 3 clusters
  Score: Raw -29494029.651138 + Penalty 4094.634238 = -29489935.016899
  nChanged 870
		SP:Iteration 23Q (34543.020000 sec): 3 clusters
  Score: Raw -29494153.602412 + Penalty 4094.634238 = -29490058.968173
  nChanged 833
		SP:Iteration 24Q (34544.530000 sec): 3 clusters
  Score: Raw -29494267.917931 + Penalty 4094.634238 = -29490173.283693
  nChanged 791
		SP:Iteration 25Q (34546.090000 sec): 3 clusters
  Score: Raw -29494360.327751 + Penalty 4094.634238 = -29490265.693513
  nChanged 700
		SP:Iteration 26Q (34547.640000 sec): 3 clusters
  Score: Raw -29494441.270246 + Penalty 4094.634238 = -29490346.636007
  nChanged 679
		SP:Iteration 27Q (34549.250000 sec): 3 clusters
  Score: Raw -29494512.129756 + Penalty 4094.634238 = -29490417.495518
  nChanged 625
		SP:Iteration 28Q (34550.840000 sec): 3 clusters
  Score: Raw -29494576.546469 + Penalty 4094.634238 = -29490481.912230
  nChanged 600
		SP:Iteration 29Q (34552.490000 sec): 3 clusters
  Score: Raw -29494630.658256 + Penalty 4094.634238 = -29490536.024018
  nChanged 524
		SP:Iteration 30Q (34554.180000 sec): 3 clusters
  Score: Raw -29494677.258446 + Penalty 4094.634238 = -29490582.624208
  nChanged 515
		SP:Iteration 31Q (34555.780000 sec): 3 clusters
  Score: Raw -29494721.307225 + Penalty 4094.634238 = -29490626.672986
  nChanged 507
		SP:Iteration 32Q (34557.450000 sec): 3 clusters
  Score: Raw -29494764.898116 + Penalty 4094.634238 = -29490670.263878
  nChanged 486
		SP:Iteration 33Q (34559.140000 sec): 3 clusters
  Score: Raw -29494803.356543 + Penalty 4094.634238 = -29490708.722305
  nChanged 442
		SP:Iteration 34Q (34560.930000 sec): 3 clusters
  Score: Raw -29494837.808022 + Penalty 4094.634238 = -29490743.173783
  nChanged 411
		SP:Iteration 35Q (34562.520000 sec): 3 clusters
  Score: Raw -29494865.294989 + Penalty 4094.634238 = -29490770.660750
  nChanged 389
		SP:Iteration 36Q (34564.050000 sec): 3 clusters
  Score: Raw -29494890.822686 + Penalty 4094.634238 = -29490796.188448
  nChanged 351
		SP:Iteration 37Q (34565.570000 sec): 3 clusters
  Score: Raw -29494909.896488 + Penalty 4094.634238 = -29490815.262249
  nChanged 297
		SP:Iteration 38Q (34567.210000 sec): 3 clusters
  Score: Raw -29494924.060244 + Penalty 4094.634238 = -29490829.426005
  nChanged 242
		SP:Iteration 39Q (34568.750000 sec): 3 clusters
  Score: Raw -29494933.098332 + Penalty 4094.634238 = -29490838.464093
  nChanged 197
		SP:Iteration 40F (34570.470000 sec): 3 clusters
  Score: Raw -29494940.120251 + Penalty 4094.634238 = -29490845.486012
  nChanged 165
		SP:Iteration 41Q (34572.010000 sec): 3 clusters
  Score: Raw -29494945.918965 + Penalty 4094.634238 = -29490851.284726
  nChanged 148
		SP:Iteration 42Q (34573.640000 sec): 3 clusters
  Score: Raw -29494950.502769 + Penalty 4094.634238 = -29490855.868531
  nChanged 148
		SP:Iteration 43Q (34575.230000 sec): 3 clusters
  Score: Raw -29494955.594395 + Penalty 4094.634238 = -29490860.960157
  nChanged 143
		SP:Iteration 44Q (34576.770000 sec): 3 clusters
  Score: Raw -29494959.305296 + Penalty 4094.634238 = -29490864.671058
  nChanged 122
		SP:Iteration 45Q (34578.370000 sec): 3 clusters
  Score: Raw -29494962.329470 + Penalty 4094.634238 = -29490867.695232
  nChanged 96
		SP:Iteration 46Q (34580.200000 sec): 3 clusters
  Score: Raw -29494964.776153 + Penalty 4094.634238 = -29490870.141914
  nChanged 114
		SP:Iteration 47Q (34582.070000 sec): 3 clusters
  Score: Raw -29494967.428841 + Penalty 4094.634238 = -29490872.794602
  nChanged 96
		SP:Iteration 48Q (34584.030000 sec): 3 clusters
  Score: Raw -29494969.972744 + Penalty 4094.634238 = -29490875.338506
  nChanged 100
		SP:Iteration 49Q (34585.850000 sec): 3 clusters
  Score: Raw -29494972.035911 + Penalty 4094.634238 = -29490877.401673
  nChanged 87
		SP:Iteration 50Q (34587.630000 sec): 3 clusters
  Score: Raw -29494973.874940 + Penalty 4094.634238 = -29490879.240702
  nChanged 72
		SP:Iteration 51Q (34589.550000 sec): 3 clusters
  Score: Raw -29494975.455061 + Penalty 4094.634238 = -29490880.820823
  nChanged 66
		SP:Iteration 52Q (34591.100000 sec): 3 clusters
  Score: Raw -29494976.926674 + Penalty 4094.634238 = -29490882.292435
  nChanged 66
		SP:Iteration 53Q (34592.610000 sec): 3 clusters
  Score: Raw -29494978.581805 + Penalty 4094.634238 = -29490883.947567
  nChanged 73
		SP:Iteration 54Q (34594.170000 sec): 3 clusters
  Score: Raw -29494980.101264 + Penalty 4094.634238 = -29490885.467026
  nChanged 73
		SP:Iteration 55Q (34595.880000 sec): 3 clusters
  Score: Raw -29494981.821129 + Penalty 4094.634238 = -29490887.186890
  nChanged 75
		SP:Iteration 56Q (34597.520000 sec): 3 clusters
  Score: Raw -29494983.443392 + Penalty 4094.634238 = -29490888.809153
  nChanged 62
		SP:Iteration 57Q (34599.040000 sec): 3 clusters
  Score: Raw -29494984.378776 + Penalty 4094.634238 = -29490889.744538
  nChanged 43
		SP:Iteration 58Q (34600.520000 sec): 3 clusters
  Score: Raw -29494985.083473 + Penalty 4094.634238 = -29490890.449235
  nChanged 47
		SP:Iteration 59Q (34602.140000 sec): 3 clusters
  Score: Raw -29494985.901775 + Penalty 4094.634238 = -29490891.267536
  nChanged 49
		SP:Iteration 60F (34603.970000 sec): 3 clusters
  Score: Raw -29494986.794902 + Penalty 4094.634238 = -29490892.160664
  nChanged 52
		SP:Iteration 61Q (34605.650000 sec): 3 clusters
  Score: Raw -29494987.817038 + Penalty 4094.634238 = -29490893.182800
  nChanged 60
		SP:Iteration 62Q (34607.410000 sec): 3 clusters
  Score: Raw -29494989.128749 + Penalty 4094.634238 = -29490894.494511
  nChanged 67
		SP:Iteration 63Q (34609.030000 sec): 3 clusters
  Score: Raw -29494990.355491 + Penalty 4094.634238 = -29490895.721253
  nChanged 53
		SP:Iteration 64Q (34610.570000 sec): 3 clusters
  Score: Raw -29494991.386322 + Penalty 4094.634238 = -29490896.752084
  nChanged 52
		SP:Iteration 65Q (34612.260000 sec): 3 clusters
  Score: Raw -29494992.218811 + Penalty 4094.634238 = -29490897.584572
  nChanged 55
		SP:Iteration 66Q (34613.890000 sec): 3 clusters
  Score: Raw -29494993.393138 + Penalty 4094.634238 = -29490898.758899
  nChanged 64
		SP:Iteration 67Q (34615.430000 sec): 3 clusters
  Score: Raw -29494994.746170 + Penalty 4094.634238 = -29490900.111931
  nChanged 65
		SP:Iteration 68Q (34617.050000 sec): 3 clusters
  Score: Raw -29494996.248542 + Penalty 4094.634238 = -29490901.614304
  nChanged 68
		SP:Iteration 69Q (34618.420000 sec): 3 clusters
  Score: Raw -29494997.895401 + Penalty 4094.634238 = -29490903.261162
  nChanged 70
		SP:Iteration 70Q (34619.990000 sec): 3 clusters
  Score: Raw -29494999.328154 + Penalty 4094.634238 = -29490904.693916
  nChanged 73
		SP:Iteration 71Q (34621.390000 sec): 3 clusters
  Score: Raw -29495000.627256 + Penalty 4094.634238 = -29490905.993018
  nChanged 61
		SP:Iteration 72Q (34622.980000 sec): 3 clusters
  Score: Raw -29495001.905439 + Penalty 4094.634238 = -29490907.271201
  nChanged 73
		SP:Iteration 73Q (34624.510000 sec): 3 clusters
  Score: Raw -29495003.357348 + Penalty 4094.634238 = -29490908.723110
  nChanged 66
		SP:Iteration 74Q (34626.290000 sec): 3 clusters
  Score: Raw -29495004.733998 + Penalty 4094.634238 = -29490910.099760
  nChanged 79
		SP:Iteration 75Q (34628.030000 sec): 3 clusters
  Score: Raw -29495006.462398 + Penalty 4094.634238 = -29490911.828159
  nChanged 93
		SP:Iteration 76Q (34629.600000 sec): 3 clusters
  Score: Raw -29495008.524577 + Penalty 4094.634238 = -29490913.890339
  nChanged 86
		SP:Iteration 77Q (34631.290000 sec): 3 clusters
  Score: Raw -29495010.582683 + Penalty 4094.634238 = -29490915.948444
  nChanged 104
		SP:Iteration 78Q (34632.860000 sec): 3 clusters
  Score: Raw -29495013.579694 + Penalty 4094.634238 = -29490918.945456
  nChanged 126
		SP:Iteration 79Q (34634.490000 sec): 3 clusters
  Score: Raw -29495017.408630 + Penalty 4094.634238 = -29490922.774391
  nChanged 126
		SP:Iteration 80F (34636.390000 sec): 3 clusters
  Score: Raw -29495021.743287 + Penalty 4094.634238 = -29490927.109049
  nChanged 137
		SP:Iteration 81Q (34638.270000 sec): 3 clusters
  Score: Raw -29495026.749908 + Penalty 4094.634238 = -29490932.115669
  nChanged 170
		SP:Iteration 82Q (34639.930000 sec): 3 clusters
  Score: Raw -29495033.507074 + Penalty 4094.634238 = -29490938.872835
  nChanged 169
		SP:Iteration 83Q (34641.380000 sec): 3 clusters
  Score: Raw -29495039.889466 + Penalty 4094.634238 = -29490945.255228
  nChanged 181
		SP:Iteration 84Q (34642.860000 sec): 3 clusters
  Score: Raw -29495046.640471 + Penalty 4094.634238 = -29490952.006233
  nChanged 178
		SP:Iteration 85Q (34644.410000 sec): 3 clusters
  Score: Raw -29495053.275591 + Penalty 4094.634238 = -29490958.641352
  nChanged 196
		SP:Iteration 86Q (34646.050000 sec): 3 clusters
  Score: Raw -29495061.085587 + Penalty 4094.634238 = -29490966.451349
  nChanged 184
		SP:Iteration 87Q (34647.640000 sec): 3 clusters
  Score: Raw -29495067.728548 + Penalty 4094.634238 = -29490973.094309
  nChanged 214
		SP:Iteration 88Q (34649.320000 sec): 3 clusters
  Score: Raw -29495075.870234 + Penalty 4094.634238 = -29490981.235996
  nChanged 187
		SP:Iteration 89Q (34651.100000 sec): 3 clusters
  Score: Raw -29495083.838800 + Penalty 4094.634238 = -29490989.204562
  nChanged 209
		SP:Iteration 90Q (34652.910000 sec): 3 clusters
  Score: Raw -29495093.891695 + Penalty 4094.634238 = -29490999.257457
  nChanged 241
		SP:Iteration 91Q (34654.530000 sec): 3 clusters
  Score: Raw -29495105.186983 + Penalty 4094.634238 = -29491010.552744
  nChanged 229
		SP:Iteration 92Q (34656.080000 sec): 3 clusters
  Score: Raw -29495116.250387 + Penalty 4094.634238 = -29491021.616149
  nChanged 263
		SP:Iteration 93Q (34657.690000 sec): 3 clusters
  Score: Raw -29495129.920442 + Penalty 4094.634238 = -29491035.286204
  nChanged 274
		SP:Iteration 94Q (34659.240000 sec): 3 clusters
  Score: Raw -29495143.735020 + Penalty 4094.634238 = -29491049.100781
  nChanged 269
		SP:Iteration 95Q (34660.910000 sec): 3 clusters
  Score: Raw -29495157.833852 + Penalty 4094.634238 = -29491063.199614
  nChanged 282
		SP:Iteration 96Q (34662.470000 sec): 3 clusters
  Score: Raw -29495173.361438 + Penalty 4094.634238 = -29491078.727199
  nChanged 295
		SP:Iteration 97Q (34663.990000 sec): 3 clusters
  Score: Raw -29495190.888601 + Penalty 4094.634238 = -29491096.254363
  nChanged 313
		SP:Iteration 98Q (34665.620000 sec): 3 clusters
  Score: Raw -29495209.762796 + Penalty 4094.634238 = -29491115.128558
  nChanged 289
		SP:Iteration 99Q (34667.320000 sec): 3 clusters
  Score: Raw -29495227.147793 + Penalty 4094.634238 = -29491132.513555
  nChanged 311
		SP:Iteration 100F (34669.020000 sec): 3 clusters
  Score: Raw -29495246.756654 + Penalty 4094.634238 = -29491152.122415
  nChanged 328
		SP:Iteration 101Q (34670.670000 sec): 3 clusters
  Score: Raw -29495267.062954 + Penalty 4094.634238 = -29491172.428716
  nChanged 320
		SP:Iteration 102Q (34672.350000 sec): 3 clusters
  Score: Raw -29495286.765332 + Penalty 4094.634238 = -29491192.131093
  nChanged 332
		SP:Iteration 103Q (34674.090000 sec): 3 clusters
  Score: Raw -29495307.942993 + Penalty 4094.634238 = -29491213.308754
  nChanged 335
		SP:Iteration 104Q (34675.730000 sec): 3 clusters
  Score: Raw -29495328.682085 + Penalty 4094.634238 = -29491234.047846
  nChanged 317
		SP:Iteration 105Q (34677.300000 sec): 3 clusters
  Score: Raw -29495348.355600 + Penalty 4094.634238 = -29491253.721362
  nChanged 321
		SP:Iteration 106Q (34678.910000 sec): 3 clusters
  Score: Raw -29495369.782233 + Penalty 4094.634238 = -29491275.147994
  nChanged 331
		SP:Iteration 107Q (34680.420000 sec): 3 clusters
  Score: Raw -29495391.975942 + Penalty 4094.634238 = -29491297.341703
  nChanged 329
		SP:Iteration 108Q (34682.000000 sec): 3 clusters
  Score: Raw -29495414.446136 + Penalty 4094.634238 = -29491319.811897
  nChanged 355
		SP:Iteration 109Q (34683.860000 sec): 3 clusters
  Score: Raw -29495439.076848 + Penalty 4094.634238 = -29491344.442610
  nChanged 337
		SP:Iteration 110Q (34685.740000 sec): 3 clusters
  Score: Raw -29495463.347704 + Penalty 4094.634238 = -29491368.713465
  nChanged 354
		SP:Iteration 111Q (34687.690000 sec): 3 clusters
  Score: Raw -29495488.828157 + Penalty 4094.634238 = -29491394.193919
  nChanged 338
		SP:Iteration 112Q (34689.230000 sec): 3 clusters
  Score: Raw -29495516.285486 + Penalty 4094.634238 = -29491421.651247
  nChanged 391
		SP:Iteration 113Q (34690.680000 sec): 3 clusters
  Score: Raw -29495551.446831 + Penalty 4094.634238 = -29491456.812593
  nChanged 425
		SP:Iteration 114Q (34692.140000 sec): 3 clusters
  Score: Raw -29495596.124334 + Penalty 4094.634238 = -29491501.490096
  nChanged 465
		SP:Iteration 115Q (34693.620000 sec): 3 clusters
  Score: Raw -29495653.005698 + Penalty 4094.634238 = -29491558.371459
  nChanged 512
		SP:Iteration 116Q (34695.220000 sec): 3 clusters
  Score: Raw -29495717.057406 + Penalty 4094.634238 = -29491622.423168
  nChanged 538
		SP:Iteration 117Q (34696.890000 sec): 3 clusters
  Score: Raw -29495784.967335 + Penalty 4094.634238 = -29491690.333096
  nChanged 528
		SP:Iteration 118Q (34698.600000 sec): 3 clusters
  Score: Raw -29495854.474956 + Penalty 4094.634238 = -29491759.840718
  nChanged 553
		SP:Iteration 119Q (34700.180000 sec): 3 clusters
  Score: Raw -29495929.217617 + Penalty 4094.634238 = -29491834.583379
  nChanged 568
		SP:Iteration 120F (34702.120000 sec): 3 clusters
  Score: Raw -29496007.839270 + Penalty 4094.634238 = -29491913.205032
  nChanged 597
		SP:Iteration 121Q (34703.640000 sec): 3 clusters
  Score: Raw -29496092.966415 + Penalty 4094.634238 = -29491998.332177
  nChanged 631
		SP:Iteration 122Q (34705.260000 sec): 3 clusters
  Score: Raw -29496191.618885 + Penalty 4094.634238 = -29492096.984647
  nChanged 670
		SP:Iteration 123Q (34706.860000 sec): 3 clusters
  Score: Raw -29496299.966595 + Penalty 4094.634238 = -29492205.332357
  nChanged 666
		SP:Iteration 124Q (34708.520000 sec): 3 clusters
  Score: Raw -29496423.758211 + Penalty 4094.634238 = -29492329.123972
  nChanged 728
		SP:Iteration 125Q (34709.940000 sec): 3 clusters
  Score: Raw -29496571.904396 + Penalty 4094.634238 = -29492477.270158
  nChanged 743
		SP:Iteration 126Q (34711.640000 sec): 3 clusters
  Score: Raw -29496736.193672 + Penalty 4094.634238 = -29492641.559434
  nChanged 778
		SP:Iteration 127Q (34713.180000 sec): 3 clusters
  Score: Raw -29496930.947048 + Penalty 4094.634238 = -29492836.312810
  nChanged 818
		SP:Iteration 128Q (34714.830000 sec): 3 clusters
  Score: Raw -29497136.951954 + Penalty 4094.634238 = -29493042.317715
  nChanged 806
		SP:Iteration 129Q (34716.520000 sec): 3 clusters
  Score: Raw -29497356.835262 + Penalty 4094.634238 = -29493262.201024
  nChanged 790
		SP:Iteration 130Q (34718.370000 sec): 3 clusters
  Score: Raw -29497589.171672 + Penalty 4094.634238 = -29493494.537434
  nChanged 819
		SP:Iteration 131Q (34719.910000 sec): 3 clusters
  Score: Raw -29497836.711753 + Penalty 4094.634238 = -29493742.077514
  nChanged 755
		SP:Iteration 132Q (34721.640000 sec): 3 clusters
  Score: Raw -29498068.355525 + Penalty 4094.634238 = -29493973.721286
  nChanged 762
		SP:Iteration 133Q (34723.200000 sec): 3 clusters
  Score: Raw -29498317.269356 + Penalty 4094.634238 = -29494222.635117
  nChanged 755
		SP:Iteration 134Q (34724.910000 sec): 3 clusters
  Score: Raw -29498565.709466 + Penalty 4094.634238 = -29494471.075228
  nChanged 688
		SP:Iteration 135Q (34726.580000 sec): 3 clusters
  Score: Raw -29498799.900028 + Penalty 4094.634238 = -29494705.265789
  nChanged 659
		SP:Iteration 136Q (34728.200000 sec): 3 clusters
  Score: Raw -29499051.375612 + Penalty 4094.634238 = -29494956.741373
  nChanged 612
		SP:Iteration 137Q (34729.790000 sec): 3 clusters
  Score: Raw -29499291.591426 + Penalty 4094.634238 = -29495196.957187
  nChanged 526
		SP:Iteration 138Q (34732.200000 sec): 3 clusters
  Score: Raw -29499510.034419 + Penalty 4094.634238 = -29495415.400181
  nChanged 484
		SP:Iteration 139Q (34734.400000 sec): 3 clusters
  Score: Raw -29499714.575737 + Penalty 4094.634238 = -29495619.941499
  nChanged 446
		SP:Iteration 140F (34736.670000 sec): 3 clusters
  Score: Raw -29499947.893409 + Penalty 4094.634238 = -29495853.259171
  nChanged 408
		SP:Iteration 141Q (34738.390000 sec): 3 clusters
  Score: Raw -29500144.547765 + Penalty 4094.634238 = -29496049.913527
  nChanged 390
		SP:Iteration 142Q (34740.000000 sec): 3 clusters
  Score: Raw -29500341.111615 + Penalty 4094.634238 = -29496246.477377
  nChanged 367
		SP:Iteration 143Q (34741.450000 sec): 3 clusters
  Score: Raw -29500503.349837 + Penalty 4094.634238 = -29496408.715599
  nChanged 287
		SP:Iteration 144Q (34743.030000 sec): 3 clusters
  Score: Raw -29500618.627102 + Penalty 4094.634238 = -29496523.992864
  nChanged 238
		SP:Iteration 145Q (34744.660000 sec): 3 clusters
  Score: Raw -29500696.556097 + Penalty 4094.634238 = -29496601.921858
  nChanged 182
		SP:Iteration 146Q (34746.310000 sec): 3 clusters
  Score: Raw -29500742.901357 + Penalty 4094.634238 = -29496648.267119
  nChanged 135
		SP:Iteration 147Q (34747.760000 sec): 3 clusters
  Score: Raw -29500772.307250 + Penalty 4094.634238 = -29496677.673011
  nChanged 110
		SP:Iteration 148Q (34749.330000 sec): 3 clusters
  Score: Raw -29500794.142951 + Penalty 4094.634238 = -29496699.508713
  nChanged 78
		SP:Iteration 149Q (34750.790000 sec): 3 clusters
  Score: Raw -29500805.745888 + Penalty 4094.634238 = -29496711.111650
  nChanged 50
		SP:Iteration 150Q (34752.370000 sec): 3 clusters
  Score: Raw -29500811.147175 + Penalty 4094.634238 = -29496716.512936
  nChanged 35
		SP:Iteration 151Q (34753.830000 sec): 3 clusters
  Score: Raw -29500816.034836 + Penalty 4094.634238 = -29496721.400597
  nChanged 39
		SP:Iteration 152Q (34755.370000 sec): 3 clusters
  Score: Raw -29500820.130033 + Penalty 4094.634238 = -29496725.495794
  nChanged 22
		SP:Iteration 153Q (34756.860000 sec): 3 clusters
  Score: Raw -29500822.195193 + Penalty 4094.634238 = -29496727.560954
  nChanged 13
		SP:Iteration 154Q (34758.210000 sec): 3 clusters
  Score: Raw -29500823.105430 + Penalty 4094.634238 = -29496728.471192
  nChanged 15
		SP:Iteration 155Q (34759.670000 sec): 3 clusters
  Score: Raw -29500824.510406 + Penalty 4094.634238 = -29496729.876168
  nChanged 16
		SP:Iteration 156Q (34761.250000 sec): 3 clusters
  Score: Raw -29500825.632709 + Penalty 4094.634238 = -29496730.998471
  nChanged 10
		SP:Iteration 157Q (34762.870000 sec): 3 clusters
  Score: Raw -29500826.229467 + Penalty 4094.634238 = -29496731.595229
  nChanged 9
		SP:Iteration 158Q (34764.300000 sec): 3 clusters
  Score: Raw -29500826.886410 + Penalty 4094.634238 = -29496732.252172
  nChanged 8
		SP:Iteration 159Q (34765.890000 sec): 3 clusters
  Score: Raw -29500827.573683 + Penalty 4094.634238 = -29496732.939444
  nChanged 15
		SP:Iteration 160F (34767.510000 sec): 3 clusters
  Score: Raw -29500828.767390 + Penalty 4094.634238 = -29496734.133151
  nChanged 14
		SP:Iteration 161Q (34768.920000 sec): 3 clusters
  Score: Raw -29500829.543777 + Penalty 4094.634238 = -29496734.909538
  nChanged 10
		SP:Iteration 162Q (34770.480000 sec): 3 clusters
  Score: Raw -29500830.519622 + Penalty 4094.634238 = -29496735.885384
  nChanged 12
		SP:Iteration 163Q (34772.240000 sec): 3 clusters
  Score: Raw -29500831.479040 + Penalty 4094.634238 = -29496736.844801
  nChanged 16
		SP:Iteration 164Q (34773.750000 sec): 3 clusters
  Score: Raw -29500832.457184 + Penalty 4094.634238 = -29496737.822946
  nChanged 14
		SP:Iteration 165Q (34775.440000 sec): 3 clusters
  Score: Raw -29500833.626249 + Penalty 4094.634238 = -29496738.992010
  nChanged 7
		SP:Iteration 166Q (34776.880000 sec): 3 clusters
  Score: Raw -29500834.220622 + Penalty 4094.634238 = -29496739.586383
  nChanged 6
		SP:Iteration 167Q (34778.450000 sec): 3 clusters
  Score: Raw -29500834.737396 + Penalty 4094.634238 = -29496740.103158
  nChanged 7
		SP:Iteration 168Q (34780.270000 sec): 3 clusters
  Score: Raw -29500835.193134 + Penalty 4094.634238 = -29496740.558896
  nChanged 3
		SP:Iteration 169Q (34782.160000 sec): 3 clusters
  Score: Raw -29500835.481789 + Penalty 4094.634238 = -29496740.847551
  nChanged 3
		SP:Iteration 170Q (34784.480000 sec): 3 clusters
  Score: Raw -29500835.733148 + Penalty 4094.634238 = -29496741.098910
  nChanged 5
		SP:Iteration 171Q (34785.640000 sec): 3 clusters
  Score: Raw -29500835.962658 + Penalty 4094.634238 = -29496741.328420
  nChanged 1
		SP:Iteration 172Q (34786.850000 sec): 3 clusters
  Score: Raw -29500836.067499 + Penalty 4094.634238 = -29496741.433260
  nChanged 1
		SP:Iteration 173Q (34788.210000 sec): 3 clusters
  Score: Raw -29500836.189463 + Penalty 4094.634238 = -29496741.555224
  nChanged 3
		SP:Iteration 174Q (34789.570000 sec): 3 clusters
  Score: Raw -29500836.340498 + Penalty 4094.634238 = -29496741.706260
  nChanged 2
		SP:Iteration 175Q (34791.130000 sec): 3 clusters
  Score: Raw -29500836.490963 + Penalty 4094.634238 = -29496741.856725
  nChanged 3
		SP:Iteration 176Q (34792.500000 sec): 3 clusters
  Score: Raw -29500836.700811 + Penalty 4094.634238 = -29496742.066572
  nChanged 0
		SP:Iteration 177F (34794.450000 sec): 3 clusters
  Score: Raw -29500836.700811 + Penalty 4094.634238 = -29496742.066572
  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 7.98 GB.

 Trying to split cluster 20 (7364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34794.730000 sec): 2 clusters
  Score: Raw -684331.078529 + Penalty 1446.958263 = -682884.120266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34795.000000 sec): 3 clusters
  Score: Raw -680338.963597 + Penalty 2893.916526 = -677445.047070
  nChanged 3129
		SP:Iteration 1F (34795.210000 sec): 3 clusters
  Score: Raw -682255.407383 + Penalty 2893.916526 = -679361.490857
  nChanged 619
		SP:Iteration 2F (34795.420000 sec): 3 clusters
  Score: Raw -682755.511011 + Penalty 2893.916526 = -679861.594485
  nChanged 585
		SP:Iteration 3F (34795.650000 sec): 3 clusters
  Score: Raw -683166.924446 + Penalty 2893.916526 = -680273.007920
  nChanged 533
		SP:Iteration 4F (34795.870000 sec): 3 clusters
  Score: Raw -683556.696481 + Penalty 2893.916526 = -680662.779955
  nChanged 501
		SP:Iteration 5F (34796.080000 sec): 3 clusters
  Score: Raw -683964.746175 + Penalty 2893.916526 = -681070.829649
  nChanged 460
		SP:Iteration 6F (34796.270000 sec): 3 clusters
  Score: Raw -684381.259354 + Penalty 2893.916526 = -681487.342828
  nChanged 385
		SP:Iteration 7F (34796.470000 sec): 3 clusters
  Score: Raw -684717.986184 + Penalty 2893.916526 = -681824.069658
  nChanged 262
		SP:Iteration 8Q (34796.640000 sec): 3 clusters
  Score: Raw -684949.109807 + Penalty 2893.916526 = -682055.193281
  nChanged 186
		SP:Iteration 9Q (34796.860000 sec): 3 clusters
  Score: Raw -685143.848037 + Penalty 2893.916526 = -682249.931511
  nChanged 145
		SP:Iteration 10Q (34797.040000 sec): 3 clusters
  Score: Raw -685330.722774 + Penalty 2893.916526 = -682436.806247
  nChanged 106
		SP:Iteration 11Q (34797.270000 sec): 3 clusters
  Score: Raw -685458.516681 + Penalty 2893.916526 = -682564.600155
  nChanged 62
		SP:Iteration 12Q (34797.460000 sec): 3 clusters
  Score: Raw -685536.289459 + Penalty 2893.916526 = -682642.372932
  nChanged 53
		SP:Iteration 13Q (34797.670000 sec): 3 clusters
  Score: Raw -685587.597425 + Penalty 2893.916526 = -682693.680898
  nChanged 44
		SP:Iteration 14Q (34797.890000 sec): 3 clusters
  Score: Raw -685620.060792 + Penalty 2893.916526 = -682726.144266
  nChanged 25
		SP:Iteration 15Q (34798.130000 sec): 3 clusters
  Score: Raw -685638.408149 + Penalty 2893.916526 = -682744.491623
  nChanged 23
		SP:Iteration 16Q (34798.380000 sec): 3 clusters
  Score: Raw -685649.419810 + Penalty 2893.916526 = -682755.503283
  nChanged 22
		SP:Iteration 17Q (34798.610000 sec): 3 clusters
  Score: Raw -685659.395015 + Penalty 2893.916526 = -682765.478489
  nChanged 14
		SP:Iteration 18Q (34798.810000 sec): 3 clusters
  Score: Raw -685666.285931 + Penalty 2893.916526 = -682772.369404
  nChanged 11
		SP:Iteration 19Q (34799.080000 sec): 3 clusters
  Score: Raw -685672.324091 + Penalty 2893.916526 = -682778.407565
  nChanged 9
		SP:Iteration 20F (34799.260000 sec): 3 clusters
  Score: Raw -685674.908782 + Penalty 2893.916526 = -682780.992256
  nChanged 5
		SP:Iteration 21Q (34799.500000 sec): 3 clusters
  Score: Raw -685676.339368 + Penalty 2893.916526 = -682782.422841
  nChanged 4
		SP:Iteration 22Q (34799.740000 sec): 3 clusters
  Score: Raw -685678.013570 + Penalty 2893.916526 = -682784.097044
  nChanged 7
		SP:Iteration 23Q (34799.930000 sec): 3 clusters
  Score: Raw -685680.775697 + Penalty 2893.916526 = -682786.859171
  nChanged 6
		SP:Iteration 24Q (34800.170000 sec): 3 clusters
  Score: Raw -685683.038925 + Penalty 2893.916526 = -682789.122398
  nChanged 6
		SP:Iteration 25Q (34800.390000 sec): 3 clusters
  Score: Raw -685684.570720 + Penalty 2893.916526 = -682790.654194
  nChanged 3
		SP:Iteration 26Q (34800.660000 sec): 3 clusters
  Score: Raw -685685.112386 + Penalty 2893.916526 = -682791.195860
  nChanged 4
		SP:Iteration 27Q (34800.840000 sec): 3 clusters
  Score: Raw -685686.089561 + Penalty 2893.916526 = -682792.173034
  nChanged 5
		SP:Iteration 28Q (34801.100000 sec): 3 clusters
  Score: Raw -685687.079030 + Penalty 2893.916526 = -682793.162504
  nChanged 1
		SP:Iteration 29Q (34801.370000 sec): 3 clusters
  Score: Raw -685687.436490 + Penalty 2893.916526 = -682793.519964
  nChanged 1
		SP:Iteration 30Q (34801.550000 sec): 3 clusters
  Score: Raw -685687.975121 + Penalty 2893.916526 = -682794.058595
  nChanged 1
		SP:Iteration 31Q (34801.720000 sec): 3 clusters
  Score: Raw -685688.305505 + Penalty 2893.916526 = -682794.388979
  nChanged 3
		SP:Iteration 32Q (34801.950000 sec): 3 clusters
  Score: Raw -685688.932019 + Penalty 2893.916526 = -682795.015493
  nChanged 0
		SP:Iteration 33F (34802.190000 sec): 3 clusters
  Score: Raw -685688.932019 + Penalty 2893.916526 = -682795.015493
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (15691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34802.370000 sec): 2 clusters
  Score: Raw -1539488.168810 + Penalty 1569.886919 = -1537918.281891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34802.640000 sec): 3 clusters
  Score: Raw -1530300.052191 + Penalty 3139.773838 = -1527160.278353
  nChanged 6900
		SP:Iteration 1F (34802.900000 sec): 3 clusters
  Score: Raw -1534314.747110 + Penalty 3139.773838 = -1531174.973272
  nChanged 1055
		SP:Iteration 2F (34803.210000 sec): 3 clusters
  Score: Raw -1534897.908858 + Penalty 3139.773838 = -1531758.135020
  nChanged 1004
		SP:Iteration 3F (34803.440000 sec): 3 clusters
  Score: Raw -1535476.403458 + Penalty 3139.773838 = -1532336.629620
  nChanged 954
		SP:Iteration 4F (34803.740000 sec): 3 clusters
  Score: Raw -1536018.255644 + Penalty 3139.773838 = -1532878.481806
  nChanged 857
		SP:Iteration 5F (34804.000000 sec): 3 clusters
  Score: Raw -1536466.822648 + Penalty 3139.773838 = -1533327.048810
  nChanged 747
		SP:Iteration 6Q (34804.300000 sec): 3 clusters
  Score: Raw -1536830.784014 + Penalty 3139.773838 = -1533691.010176
  nChanged 669
		SP:Iteration 7Q (34804.610000 sec): 3 clusters
  Score: Raw -1537144.349675 + Penalty 3139.773838 = -1534004.575837
  nChanged 620
		SP:Iteration 8Q (34804.860000 sec): 3 clusters
  Score: Raw -1537435.922392 + Penalty 3139.773838 = -1534296.148554
  nChanged 555
		SP:Iteration 9Q (34805.080000 sec): 3 clusters
  Score: Raw -1537692.633590 + Penalty 3139.773838 = -1534552.859752
  nChanged 514
		SP:Iteration 10Q (34805.310000 sec): 3 clusters
  Score: Raw -1537926.660905 + Penalty 3139.773838 = -1534786.887067
  nChanged 439
		SP:Iteration 11Q (34805.620000 sec): 3 clusters
  Score: Raw -1538128.067936 + Penalty 3139.773838 = -1534988.294098
  nChanged 421
		SP:Iteration 12Q (34805.820000 sec): 3 clusters
  Score: Raw -1538343.026671 + Penalty 3139.773838 = -1535203.252833
  nChanged 385
		SP:Iteration 13Q (34806.100000 sec): 3 clusters
  Score: Raw -1538564.853527 + Penalty 3139.773838 = -1535425.079689
  nChanged 367
		SP:Iteration 14Q (34806.380000 sec): 3 clusters
  Score: Raw -1538773.081973 + Penalty 3139.773838 = -1535633.308135
  nChanged 339
		SP:Iteration 15Q (34806.690000 sec): 3 clusters
  Score: Raw -1538980.871993 + Penalty 3139.773838 = -1535841.098155
  nChanged 323
		SP:Iteration 16Q (34806.950000 sec): 3 clusters
  Score: Raw -1539190.070863 + Penalty 3139.773838 = -1536050.297025
  nChanged 336
		SP:Iteration 17Q (34807.280000 sec): 3 clusters
  Score: Raw -1539395.904270 + Penalty 3139.773838 = -1536256.130432
  nChanged 287
		SP:Iteration 18Q (34807.530000 sec): 3 clusters
  Score: Raw -1539538.378994 + Penalty 3139.773838 = -1536398.605156
  nChanged 225
		SP:Iteration 19Q (34807.850000 sec): 3 clusters
  Score: Raw -1539638.777878 + Penalty 3139.773838 = -1536499.004040
  nChanged 193
		SP:Iteration 20F (34808.120000 sec): 3 clusters
  Score: Raw -1539735.543522 + Penalty 3139.773838 = -1536595.769684
  nChanged 160
		SP:Iteration 21Q (34808.410000 sec): 3 clusters
  Score: Raw -1539803.293380 + Penalty 3139.773838 = -1536663.519542
  nChanged 124
		SP:Iteration 22Q (34808.690000 sec): 3 clusters
  Score: Raw -1539853.064819 + Penalty 3139.773838 = -1536713.290981
  nChanged 108
		SP:Iteration 23Q (34808.970000 sec): 3 clusters
  Score: Raw -1539912.565556 + Penalty 3139.773838 = -1536772.791718
  nChanged 125
		SP:Iteration 24Q (34809.250000 sec): 3 clusters
  Score: Raw -1539988.262007 + Penalty 3139.773838 = -1536848.488169
  nChanged 123
		SP:Iteration 25Q (34809.580000 sec): 3 clusters
  Score: Raw -1540055.407043 + Penalty 3139.773838 = -1536915.633205
  nChanged 107
		SP:Iteration 26Q (34809.820000 sec): 3 clusters
  Score: Raw -1540122.003564 + Penalty 3139.773838 = -1536982.229726
  nChanged 113
		SP:Iteration 27Q (34810.110000 sec): 3 clusters
  Score: Raw -1540188.283503 + Penalty 3139.773838 = -1537048.509665
  nChanged 103
		SP:Iteration 28Q (34810.410000 sec): 3 clusters
  Score: Raw -1540245.980295 + Penalty 3139.773838 = -1537106.206457
  nChanged 87
		SP:Iteration 29Q (34810.650000 sec): 3 clusters
  Score: Raw -1540280.148093 + Penalty 3139.773838 = -1537140.374255
  nChanged 70
		SP:Iteration 30Q (34810.930000 sec): 3 clusters
  Score: Raw -1540303.635388 + Penalty 3139.773838 = -1537163.861550
  nChanged 56
		SP:Iteration 31Q (34811.150000 sec): 3 clusters
  Score: Raw -1540320.573398 + Penalty 3139.773838 = -1537180.799560
  nChanged 50
		SP:Iteration 32Q (34811.440000 sec): 3 clusters
  Score: Raw -1540333.319653 + Penalty 3139.773838 = -1537193.545815
  nChanged 36
		SP:Iteration 33Q (34811.730000 sec): 3 clusters
  Score: Raw -1540340.483973 + Penalty 3139.773838 = -1537200.710135
  nChanged 22
		SP:Iteration 34Q (34811.970000 sec): 3 clusters
  Score: Raw -1540345.569639 + Penalty 3139.773838 = -1537205.795801
  nChanged 28
		SP:Iteration 35Q (34812.240000 sec): 3 clusters
  Score: Raw -1540352.415798 + Penalty 3139.773838 = -1537212.641960
  nChanged 27
		SP:Iteration 36Q (34812.470000 sec): 3 clusters
  Score: Raw -1540357.919739 + Penalty 3139.773838 = -1537218.145901
  nChanged 17
		SP:Iteration 37Q (34812.750000 sec): 3 clusters
  Score: Raw -1540361.125581 + Penalty 3139.773838 = -1537221.351743
  nChanged 27
		SP:Iteration 38Q (34813.030000 sec): 3 clusters
  Score: Raw -1540366.701245 + Penalty 3139.773838 = -1537226.927407
  nChanged 17
		SP:Iteration 39Q (34813.300000 sec): 3 clusters
  Score: Raw -1540370.645253 + Penalty 3139.773838 = -1537230.871415
  nChanged 19
		SP:Iteration 40F (34813.590000 sec): 3 clusters
  Score: Raw -1540373.969230 + Penalty 3139.773838 = -1537234.195392
  nChanged 9
		SP:Iteration 41Q (34813.870000 sec): 3 clusters
  Score: Raw -1540375.007687 + Penalty 3139.773838 = -1537235.233849
  nChanged 7
		SP:Iteration 42Q (34814.080000 sec): 3 clusters
  Score: Raw -1540375.985689 + Penalty 3139.773838 = -1537236.211851
  nChanged 9
		SP:Iteration 43Q (34814.410000 sec): 3 clusters
  Score: Raw -1540377.395749 + Penalty 3139.773838 = -1537237.621911
  nChanged 8
		SP:Iteration 44Q (34814.690000 sec): 3 clusters
  Score: Raw -1540378.587484 + Penalty 3139.773838 = -1537238.813646
  nChanged 6
		SP:Iteration 45Q (34815.000000 sec): 3 clusters
  Score: Raw -1540379.615121 + Penalty 3139.773838 = -1537239.841283
  nChanged 6
		SP:Iteration 46Q (34815.260000 sec): 3 clusters
  Score: Raw -1540380.463074 + Penalty 3139.773838 = -1537240.689236
  nChanged 4
		SP:Iteration 47Q (34815.520000 sec): 3 clusters
  Score: Raw -1540381.658847 + Penalty 3139.773838 = -1537241.885009
  nChanged 7
		SP:Iteration 48Q (34815.770000 sec): 3 clusters
  Score: Raw -1540383.055043 + Penalty 3139.773838 = -1537243.281204
  nChanged 6
		SP:Iteration 49Q (34816.040000 sec): 3 clusters
  Score: Raw -1540383.624669 + Penalty 3139.773838 = -1537243.850831
  nChanged 3
		SP:Iteration 50Q (34816.260000 sec): 3 clusters
  Score: Raw -1540383.831599 + Penalty 3139.773838 = -1537244.057761
  nChanged 2
		SP:Iteration 51Q (34816.570000 sec): 3 clusters
  Score: Raw -1540383.962681 + Penalty 3139.773838 = -1537244.188843
  nChanged 5
		SP:Iteration 52Q (34816.860000 sec): 3 clusters
  Score: Raw -1540384.561302 + Penalty 3139.773838 = -1537244.787464
  nChanged 7
		SP:Iteration 53Q (34817.130000 sec): 3 clusters
  Score: Raw -1540385.321802 + Penalty 3139.773838 = -1537245.547963
  nChanged 4
		SP:Iteration 54Q (34817.410000 sec): 3 clusters
  Score: Raw -1540386.148980 + Penalty 3139.773838 = -1537246.375142
  nChanged 4
		SP:Iteration 55Q (34817.630000 sec): 3 clusters
  Score: Raw -1540386.627682 + Penalty 3139.773838 = -1537246.853844
  nChanged 2
		SP:Iteration 56Q (34817.930000 sec): 3 clusters
  Score: Raw -1540386.915855 + Penalty 3139.773838 = -1537247.142017
  nChanged 0
		SP:Iteration 57F (34818.210000 sec): 3 clusters
  Score: Raw -1540386.915855 + Penalty 3139.773838 = -1537247.142017
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (67049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34818.640000 sec): 2 clusters
  Score: Raw -6874332.279988 + Penalty 1805.891583 = -6872526.388404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34819.160000 sec): 3 clusters
  Score: Raw -6831535.233922 + Penalty 3611.783167 = -6827923.450755
  nChanged 31836
		SP:Iteration 1F (34819.660000 sec): 3 clusters
  Score: Raw -6850121.067127 + Penalty 3611.783167 = -6846509.283961
  nChanged 3341
		SP:Iteration 2Q (34820.270000 sec): 3 clusters
  Score: Raw -6851514.913617 + Penalty 3611.783167 = -6847903.130451
  nChanged 3729
		SP:Iteration 3F (34820.790000 sec): 3 clusters
  Score: Raw -6853513.472262 + Penalty 3611.783167 = -6849901.689096
  nChanged 4381
		SP:Iteration 4F (34821.400000 sec): 3 clusters
  Score: Raw -6856315.088661 + Penalty 3611.783167 = -6852703.305495
  nChanged 4843
		SP:Iteration 5F (34821.900000 sec): 3 clusters
  Score: Raw -6859711.339257 + Penalty 3611.783167 = -6856099.556090
  nChanged 4835
		SP:Iteration 6F (34822.460000 sec): 3 clusters
  Score: Raw -6863198.348354 + Penalty 3611.783167 = -6859586.565188
  nChanged 4193
		SP:Iteration 7F (34822.990000 sec): 3 clusters
  Score: Raw -6866278.146164 + Penalty 3611.783167 = -6862666.362997
  nChanged 3238
		SP:Iteration 8Q (34823.640000 sec): 3 clusters
  Score: Raw -6868593.625769 + Penalty 3611.783167 = -6864981.842602
  nChanged 2580
		SP:Iteration 9Q (34824.230000 sec): 3 clusters
  Score: Raw -6870450.141941 + Penalty 3611.783167 = -6866838.358774
  nChanged 2164
		SP:Iteration 10Q (34824.820000 sec): 3 clusters
  Score: Raw -6871913.600949 + Penalty 3611.783167 = -6868301.817782
  nChanged 1761
		SP:Iteration 11Q (34825.400000 sec): 3 clusters
  Score: Raw -6873012.805700 + Penalty 3611.783167 = -6869401.022533
  nChanged 1477
		SP:Iteration 12Q (34825.980000 sec): 3 clusters
  Score: Raw -6873901.494600 + Penalty 3611.783167 = -6870289.711433
  nChanged 1216
		SP:Iteration 13Q (34826.570000 sec): 3 clusters
  Score: Raw -6874579.021100 + Penalty 3611.783167 = -6870967.237933
  nChanged 1083
		SP:Iteration 14Q (34827.210000 sec): 3 clusters
  Score: Raw -6875200.151026 + Penalty 3611.783167 = -6871588.367859
  nChanged 984
		SP:Iteration 15Q (34827.750000 sec): 3 clusters
  Score: Raw -6875825.272819 + Penalty 3611.783167 = -6872213.489652
  nChanged 959
		SP:Iteration 16Q (34828.270000 sec): 3 clusters
  Score: Raw -6876530.039285 + Penalty 3611.783167 = -6872918.256118
  nChanged 924
		SP:Iteration 17Q (34828.750000 sec): 3 clusters
  Score: Raw -6877290.879709 + Penalty 3611.783167 = -6873679.096542
  nChanged 922
		SP:Iteration 18Q (34829.270000 sec): 3 clusters
  Score: Raw -6877934.495184 + Penalty 3611.783167 = -6874322.712017
  nChanged 831
		SP:Iteration 19Q (34829.750000 sec): 3 clusters
  Score: Raw -6878369.119394 + Penalty 3611.783167 = -6874757.336227
  nChanged 704
		SP:Iteration 20F (34830.270000 sec): 3 clusters
  Score: Raw -6878629.805832 + Penalty 3611.783167 = -6875018.022665
  nChanged 495
		SP:Iteration 21Q (34830.730000 sec): 3 clusters
  Score: Raw -6878761.785346 + Penalty 3611.783167 = -6875150.002180
  nChanged 371
		SP:Iteration 22Q (34831.240000 sec): 3 clusters
  Score: Raw -6878831.098415 + Penalty 3611.783167 = -6875219.315248
  nChanged 258
		SP:Iteration 23Q (34831.750000 sec): 3 clusters
  Score: Raw -6878870.839898 + Penalty 3611.783167 = -6875259.056732
  nChanged 206
		SP:Iteration 24Q (34832.240000 sec): 3 clusters
  Score: Raw -6878895.446051 + Penalty 3611.783167 = -6875283.662885
  nChanged 160
		SP:Iteration 25Q (34832.770000 sec): 3 clusters
  Score: Raw -6878911.966550 + Penalty 3611.783167 = -6875300.183383
  nChanged 125
		SP:Iteration 26Q (34833.390000 sec): 3 clusters
  Score: Raw -6878922.389460 + Penalty 3611.783167 = -6875310.606293
  nChanged 94
		SP:Iteration 27Q (34834.050000 sec): 3 clusters
  Score: Raw -6878928.543079 + Penalty 3611.783167 = -6875316.759912
  nChanged 76
		SP:Iteration 28Q (34834.620000 sec): 3 clusters
  Score: Raw -6878933.108576 + Penalty 3611.783167 = -6875321.325410
  nChanged 71
		SP:Iteration 29Q (34835.280000 sec): 3 clusters
  Score: Raw -6878936.276042 + Penalty 3611.783167 = -6875324.492875
  nChanged 43
		SP:Iteration 30Q (34835.950000 sec): 3 clusters
  Score: Raw -6878937.788196 + Penalty 3611.783167 = -6875326.005029
  nChanged 20
		SP:Iteration 31Q (34836.590000 sec): 3 clusters
  Score: Raw -6878938.350289 + Penalty 3611.783167 = -6875326.567122
  nChanged 13
		SP:Iteration 32Q (34837.210000 sec): 3 clusters
  Score: Raw -6878938.759812 + Penalty 3611.783167 = -6875326.976645
  nChanged 13
		SP:Iteration 33Q (34837.760000 sec): 3 clusters
  Score: Raw -6878939.199360 + Penalty 3611.783167 = -6875327.416193
  nChanged 17
		SP:Iteration 34Q (34838.420000 sec): 3 clusters
  Score: Raw -6878939.664458 + Penalty 3611.783167 = -6875327.881292
  nChanged 10
		SP:Iteration 35Q (34839.050000 sec): 3 clusters
  Score: Raw -6878939.851798 + Penalty 3611.783167 = -6875328.068631
  nChanged 7
		SP:Iteration 36Q (34839.590000 sec): 3 clusters
  Score: Raw -6878940.000367 + Penalty 3611.783167 = -6875328.217200
  nChanged 3
		SP:Iteration 37Q (34840.210000 sec): 3 clusters
  Score: Raw -6878940.075264 + Penalty 3611.783167 = -6875328.292097
  nChanged 7
		SP:Iteration 38Q (34840.770000 sec): 3 clusters
  Score: Raw -6878940.307057 + Penalty 3611.783167 = -6875328.523890
  nChanged 7
		SP:Iteration 39Q (34841.220000 sec): 3 clusters
  Score: Raw -6878940.471964 + Penalty 3611.783167 = -6875328.688797
  nChanged 5
		SP:Iteration 40F (34841.680000 sec): 3 clusters
  Score: Raw -6878940.584205 + Penalty 3611.783167 = -6875328.801038
  nChanged 6
		SP:Iteration 41Q (34842.230000 sec): 3 clusters
  Score: Raw -6878940.693497 + Penalty 3611.783167 = -6875328.910331
  nChanged 6
		SP:Iteration 42Q (34842.730000 sec): 3 clusters
  Score: Raw -6878940.773091 + Penalty 3611.783167 = -6875328.989925
  nChanged 3
		SP:Iteration 43Q (34843.260000 sec): 3 clusters
  Score: Raw -6878940.828833 + Penalty 3611.783167 = -6875329.045666
  nChanged 3
		SP:Iteration 44Q (34843.800000 sec): 3 clusters
  Score: Raw -6878940.894138 + Penalty 3611.783167 = -6875329.110971
  nChanged 3
		SP:Iteration 45Q (34844.370000 sec): 3 clusters
  Score: Raw -6878940.935301 + Penalty 3611.783167 = -6875329.152134
  nChanged 2
		SP:Iteration 46Q (34844.900000 sec): 3 clusters
  Score: Raw -6878940.961196 + Penalty 3611.783167 = -6875329.178029
  nChanged 2
		SP:Iteration 47Q (34845.370000 sec): 3 clusters
  Score: Raw -6878941.040460 + Penalty 3611.783167 = -6875329.257293
  nChanged 3
		SP:Iteration 48Q (34845.990000 sec): 3 clusters
  Score: Raw -6878941.084819 + Penalty 3611.783167 = -6875329.301652
  nChanged 2
		SP:Iteration 49Q (34846.520000 sec): 3 clusters
  Score: Raw -6878941.107021 + Penalty 3611.783167 = -6875329.323854
  nChanged 4
		SP:Iteration 50Q (34847.060000 sec): 3 clusters
  Score: Raw -6878941.201312 + Penalty 3611.783167 = -6875329.418146
  nChanged 6
		SP:Iteration 51Q (34847.590000 sec): 3 clusters
  Score: Raw -6878941.336532 + Penalty 3611.783167 = -6875329.553366
  nChanged 6
		SP:Iteration 52Q (34848.080000 sec): 3 clusters
  Score: Raw -6878941.450793 + Penalty 3611.783167 = -6875329.667626
  nChanged 2
		SP:Iteration 53Q (34848.610000 sec): 3 clusters
  Score: Raw -6878941.511483 + Penalty 3611.783167 = -6875329.728316
  nChanged 4
		SP:Iteration 54Q (34849.160000 sec): 3 clusters
  Score: Raw -6878941.625753 + Penalty 3611.783167 = -6875329.842586
  nChanged 3
		SP:Iteration 55Q (34849.650000 sec): 3 clusters
  Score: Raw -6878941.668677 + Penalty 3611.783167 = -6875329.885510
  nChanged 0
		SP:Iteration 56F (34850.180000 sec): 3 clusters
  Score: Raw -6878941.668677 + Penalty 3611.783167 = -6875329.885510
  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 7.98 GB.

 Trying to split cluster 23 (19133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34850.360000 sec): 2 clusters
  Score: Raw -1837487.072841 + Penalty 1602.115104 = -1835884.957737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34850.620000 sec): 3 clusters
  Score: Raw -1825958.903075 + Penalty 3204.230208 = -1822754.672866
  nChanged 8771
		SP:Iteration 1F (34850.900000 sec): 3 clusters
  Score: Raw -1831193.244980 + Penalty 3204.230208 = -1827989.014771
  nChanged 1393
		SP:Iteration 2F (34851.170000 sec): 3 clusters
  Score: Raw -1832229.580613 + Penalty 3204.230208 = -1829025.350405
  nChanged 1590
		SP:Iteration 3F (34851.500000 sec): 3 clusters
  Score: Raw -1833808.816535 + Penalty 3204.230208 = -1830604.586327
  nChanged 1710
		SP:Iteration 4F (34851.730000 sec): 3 clusters
  Score: Raw -1835528.145949 + Penalty 3204.230208 = -1832323.915741
  nChanged 1447
		SP:Iteration 5F (34851.970000 sec): 3 clusters
  Score: Raw -1836786.046939 + Penalty 3204.230208 = -1833581.816730
  nChanged 1252
		SP:Iteration 6F (34852.240000 sec): 3 clusters
  Score: Raw -1837615.684941 + Penalty 3204.230208 = -1834411.454733
  nChanged 861
		SP:Iteration 7Q (34852.540000 sec): 3 clusters
  Score: Raw -1838101.733204 + Penalty 3204.230208 = -1834897.502996
  nChanged 656
		SP:Iteration 8Q (34852.790000 sec): 3 clusters
  Score: Raw -1838433.039733 + Penalty 3204.230208 = -1835228.809524
  nChanged 526
		SP:Iteration 9Q (34853.080000 sec): 3 clusters
  Score: Raw -1838674.916497 + Penalty 3204.230208 = -1835470.686288
  nChanged 476
		SP:Iteration 10Q (34853.350000 sec): 3 clusters
  Score: Raw -1838883.822550 + Penalty 3204.230208 = -1835679.592342
  nChanged 441
		SP:Iteration 11Q (34853.670000 sec): 3 clusters
  Score: Raw -1839090.697374 + Penalty 3204.230208 = -1835886.467166
  nChanged 423
		SP:Iteration 12Q (34853.920000 sec): 3 clusters
  Score: Raw -1839306.367736 + Penalty 3204.230208 = -1836102.137528
  nChanged 422
		SP:Iteration 13Q (34854.190000 sec): 3 clusters
  Score: Raw -1839520.634120 + Penalty 3204.230208 = -1836316.403911
  nChanged 369
		SP:Iteration 14Q (34854.520000 sec): 3 clusters
  Score: Raw -1839716.043585 + Penalty 3204.230208 = -1836511.813377
  nChanged 376
		SP:Iteration 15Q (34854.830000 sec): 3 clusters
  Score: Raw -1839912.496326 + Penalty 3204.230208 = -1836708.266118
  nChanged 357
		SP:Iteration 16Q (34855.090000 sec): 3 clusters
  Score: Raw -1840124.890491 + Penalty 3204.230208 = -1836920.660283
  nChanged 353
		SP:Iteration 17Q (34855.320000 sec): 3 clusters
  Score: Raw -1840316.194018 + Penalty 3204.230208 = -1837111.963810
  nChanged 329
		SP:Iteration 18Q (34855.610000 sec): 3 clusters
  Score: Raw -1840528.128348 + Penalty 3204.230208 = -1837323.898140
  nChanged 320
		SP:Iteration 19Q (34855.870000 sec): 3 clusters
  Score: Raw -1840781.767017 + Penalty 3204.230208 = -1837577.536809
  nChanged 353
		SP:Iteration 20F (34856.170000 sec): 3 clusters
  Score: Raw -1841148.723150 + Penalty 3204.230208 = -1837944.492941
  nChanged 344
		SP:Iteration 21Q (34856.400000 sec): 3 clusters
  Score: Raw -1841595.799363 + Penalty 3204.230208 = -1838391.569154
  nChanged 328
		SP:Iteration 22Q (34856.710000 sec): 3 clusters
  Score: Raw -1842228.049525 + Penalty 3204.230208 = -1839023.819317
  nChanged 300
		SP:Iteration 23Q (34857.000000 sec): 3 clusters
  Score: Raw -1842970.594067 + Penalty 3204.230208 = -1839766.363858
  nChanged 253
		SP:Iteration 24Q (34857.260000 sec): 3 clusters
  Score: Raw -1843138.088047 + Penalty 3204.230208 = -1839933.857839
  nChanged 116
		SP:Iteration 25Q (34857.510000 sec): 3 clusters
  Score: Raw -1843179.682080 + Penalty 3204.230208 = -1839975.451871
  nChanged 70
		SP:Iteration 26Q (34857.810000 sec): 3 clusters
  Score: Raw -1843199.031678 + Penalty 3204.230208 = -1839994.801470
  nChanged 56
		SP:Iteration 27Q (34858.120000 sec): 3 clusters
  Score: Raw -1843211.292191 + Penalty 3204.230208 = -1840007.061983
  nChanged 31
		SP:Iteration 28Q (34858.340000 sec): 3 clusters
  Score: Raw -1843219.539254 + Penalty 3204.230208 = -1840015.309045
  nChanged 24
		SP:Iteration 29Q (34858.620000 sec): 3 clusters
  Score: Raw -1843224.627375 + Penalty 3204.230208 = -1840020.397167
  nChanged 24
		SP:Iteration 30Q (34858.920000 sec): 3 clusters
  Score: Raw -1843229.627910 + Penalty 3204.230208 = -1840025.397701
  nChanged 23
		SP:Iteration 31Q (34859.160000 sec): 3 clusters
  Score: Raw -1843232.865563 + Penalty 3204.230208 = -1840028.635355
  nChanged 11
		SP:Iteration 32Q (34859.390000 sec): 3 clusters
  Score: Raw -1843234.214986 + Penalty 3204.230208 = -1840029.984778
  nChanged 3
		SP:Iteration 33Q (34859.720000 sec): 3 clusters
  Score: Raw -1843234.598513 + Penalty 3204.230208 = -1840030.368305
  nChanged 3
		SP:Iteration 34Q (34860.060000 sec): 3 clusters
  Score: Raw -1843235.265407 + Penalty 3204.230208 = -1840031.035198
  nChanged 6
		SP:Iteration 35Q (34860.300000 sec): 3 clusters
  Score: Raw -1843236.584385 + Penalty 3204.230208 = -1840032.354177
  nChanged 5
		SP:Iteration 36Q (34860.580000 sec): 3 clusters
  Score: Raw -1843237.630353 + Penalty 3204.230208 = -1840033.400145
  nChanged 6
		SP:Iteration 37Q (34860.900000 sec): 3 clusters
  Score: Raw -1843238.397368 + Penalty 3204.230208 = -1840034.167159
  nChanged 4
		SP:Iteration 38Q (34861.190000 sec): 3 clusters
  Score: Raw -1843238.896256 + Penalty 3204.230208 = -1840034.666048
  nChanged 6
		SP:Iteration 39Q (34861.500000 sec): 3 clusters
  Score: Raw -1843239.953888 + Penalty 3204.230208 = -1840035.723680
  nChanged 6
		SP:Iteration 40F (34861.720000 sec): 3 clusters
  Score: Raw -1843240.693385 + Penalty 3204.230208 = -1840036.463177
  nChanged 6
		SP:Iteration 41Q (34862.020000 sec): 3 clusters
  Score: Raw -1843241.194841 + Penalty 3204.230208 = -1840036.964633
  nChanged 5
		SP:Iteration 42Q (34862.310000 sec): 3 clusters
  Score: Raw -1843241.974553 + Penalty 3204.230208 = -1840037.744345
  nChanged 4
		SP:Iteration 43Q (34862.550000 sec): 3 clusters
  Score: Raw -1843242.689653 + Penalty 3204.230208 = -1840038.459445
  nChanged 8
		SP:Iteration 44Q (34862.880000 sec): 3 clusters
  Score: Raw -1843245.128280 + Penalty 3204.230208 = -1840040.898071
  nChanged 13
		SP:Iteration 45Q (34863.170000 sec): 3 clusters
  Score: Raw -1843248.013269 + Penalty 3204.230208 = -1840043.783060
  nChanged 16
		SP:Iteration 46Q (34863.390000 sec): 3 clusters
  Score: Raw -1843249.951777 + Penalty 3204.230208 = -1840045.721569
  nChanged 8
		SP:Iteration 47Q (34863.650000 sec): 3 clusters
  Score: Raw -1843251.517940 + Penalty 3204.230208 = -1840047.287732
  nChanged 12
		SP:Iteration 48Q (34863.940000 sec): 3 clusters
  Score: Raw -1843254.272700 + Penalty 3204.230208 = -1840050.042492
  nChanged 16
		SP:Iteration 49Q (34864.220000 sec): 3 clusters
  Score: Raw -1843257.458547 + Penalty 3204.230208 = -1840053.228339
  nChanged 16
		SP:Iteration 50Q (34864.520000 sec): 3 clusters
  Score: Raw -1843260.176906 + Penalty 3204.230208 = -1840055.946698
  nChanged 15
		SP:Iteration 51Q (34864.820000 sec): 3 clusters
  Score: Raw -1843262.335087 + Penalty 3204.230208 = -1840058.104879
  nChanged 14
		SP:Iteration 52Q (34865.100000 sec): 3 clusters
  Score: Raw -1843265.671429 + Penalty 3204.230208 = -1840061.441220
  nChanged 18
		SP:Iteration 53Q (34865.400000 sec): 3 clusters
  Score: Raw -1843269.455059 + Penalty 3204.230208 = -1840065.224851
  nChanged 19
		SP:Iteration 54Q (34865.680000 sec): 3 clusters
  Score: Raw -1843272.233658 + Penalty 3204.230208 = -1840068.003450
  nChanged 16
		SP:Iteration 55Q (34865.920000 sec): 3 clusters
  Score: Raw -1843274.364137 + Penalty 3204.230208 = -1840070.133928
  nChanged 11
		SP:Iteration 56Q (34866.160000 sec): 3 clusters
  Score: Raw -1843276.238869 + Penalty 3204.230208 = -1840072.008661
  nChanged 10
		SP:Iteration 57Q (34866.460000 sec): 3 clusters
  Score: Raw -1843278.247159 + Penalty 3204.230208 = -1840074.016951
  nChanged 13
		SP:Iteration 58Q (34866.730000 sec): 3 clusters
  Score: Raw -1843280.241891 + Penalty 3204.230208 = -1840076.011682
  nChanged 11
		SP:Iteration 59Q (34866.950000 sec): 3 clusters
  Score: Raw -1843282.163958 + Penalty 3204.230208 = -1840077.933750
  nChanged 10
		SP:Iteration 60F (34867.240000 sec): 3 clusters
  Score: Raw -1843283.665711 + Penalty 3204.230208 = -1840079.435503
  nChanged 8
		SP:Iteration 61Q (34867.610000 sec): 3 clusters
  Score: Raw -1843284.597841 + Penalty 3204.230208 = -1840080.367632
  nChanged 8
		SP:Iteration 62Q (34867.880000 sec): 3 clusters
  Score: Raw -1843285.504956 + Penalty 3204.230208 = -1840081.274748
  nChanged 5
		SP:Iteration 63Q (34868.170000 sec): 3 clusters
  Score: Raw -1843286.438161 + Penalty 3204.230208 = -1840082.207952
  nChanged 4
		SP:Iteration 64Q (34868.490000 sec): 3 clusters
  Score: Raw -1843287.008858 + Penalty 3204.230208 = -1840082.778650
  nChanged 2
		SP:Iteration 65Q (34868.810000 sec): 3 clusters
  Score: Raw -1843287.384618 + Penalty 3204.230208 = -1840083.154410
  nChanged 1
		SP:Iteration 66Q (34869.040000 sec): 3 clusters
  Score: Raw -1843287.505417 + Penalty 3204.230208 = -1840083.275208
  nChanged 1
		SP:Iteration 67Q (34869.380000 sec): 3 clusters
  Score: Raw -1843287.622789 + Penalty 3204.230208 = -1840083.392581
  nChanged 2
		SP:Iteration 68Q (34869.600000 sec): 3 clusters
  Score: Raw -1843287.884548 + Penalty 3204.230208 = -1840083.654340
  nChanged 1
		SP:Iteration 69Q (34869.840000 sec): 3 clusters
  Score: Raw -1843288.105489 + Penalty 3204.230208 = -1840083.875281
  nChanged 1
		SP:Iteration 70Q (34870.140000 sec): 3 clusters
  Score: Raw -1843288.357020 + Penalty 3204.230208 = -1840084.126812
  nChanged 0
		SP:Iteration 71F (34870.430000 sec): 3 clusters
  Score: Raw -1843288.357020 + Penalty 3204.230208 = -1840084.126812
  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 7.98 GB.

 Trying to split cluster 24 (10398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34870.640000 sec): 2 clusters
  Score: Raw -1053310.074392 + Penalty 1503.022423 = -1051807.051968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34870.850000 sec): 3 clusters
  Score: Raw -1047425.705637 + Penalty 3006.044847 = -1044419.660790
  nChanged 4638
		SP:Iteration 1F (34871.090000 sec): 3 clusters
  Score: Raw -1050135.887773 + Penalty 3006.044847 = -1047129.842927
  nChanged 978
		SP:Iteration 2F (34871.310000 sec): 3 clusters
  Score: Raw -1051088.010115 + Penalty 3006.044847 = -1048081.965268
  nChanged 1054
		SP:Iteration 3F (34871.540000 sec): 3 clusters
  Score: Raw -1052270.410122 + Penalty 3006.044847 = -1049264.365275
  nChanged 965
		SP:Iteration 4F (34871.800000 sec): 3 clusters
  Score: Raw -1053203.682789 + Penalty 3006.044847 = -1050197.637942
  nChanged 677
		SP:Iteration 5F (34872.000000 sec): 3 clusters
  Score: Raw -1053694.628411 + Penalty 3006.044847 = -1050688.583565
  nChanged 447
		SP:Iteration 6Q (34872.210000 sec): 3 clusters
  Score: Raw -1053965.893448 + Penalty 3006.044847 = -1050959.848601
  nChanged 324
		SP:Iteration 7Q (34872.480000 sec): 3 clusters
  Score: Raw -1054137.560724 + Penalty 3006.044847 = -1051131.515877
  nChanged 255
		SP:Iteration 8Q (34872.710000 sec): 3 clusters
  Score: Raw -1054263.149513 + Penalty 3006.044847 = -1051257.104667
  nChanged 202
		SP:Iteration 9Q (34872.970000 sec): 3 clusters
  Score: Raw -1054349.711456 + Penalty 3006.044847 = -1051343.666610
  nChanged 194
		SP:Iteration 10Q (34873.240000 sec): 3 clusters
  Score: Raw -1054432.135281 + Penalty 3006.044847 = -1051426.090434
  nChanged 180
		SP:Iteration 11Q (34873.440000 sec): 3 clusters
  Score: Raw -1054497.214778 + Penalty 3006.044847 = -1051491.169931
  nChanged 177
		SP:Iteration 12Q (34873.680000 sec): 3 clusters
  Score: Raw -1054553.171868 + Penalty 3006.044847 = -1051547.127022
  nChanged 166
		SP:Iteration 13Q (34873.880000 sec): 3 clusters
  Score: Raw -1054601.399627 + Penalty 3006.044847 = -1051595.354780
  nChanged 139
		SP:Iteration 14Q (34874.140000 sec): 3 clusters
  Score: Raw -1054641.498837 + Penalty 3006.044847 = -1051635.453990
  nChanged 151
		SP:Iteration 15Q (34874.370000 sec): 3 clusters
  Score: Raw -1054685.468365 + Penalty 3006.044847 = -1051679.423518
  nChanged 142
		SP:Iteration 16Q (34874.590000 sec): 3 clusters
  Score: Raw -1054727.589963 + Penalty 3006.044847 = -1051721.545116
  nChanged 127
		SP:Iteration 17Q (34874.870000 sec): 3 clusters
  Score: Raw -1054762.326467 + Penalty 3006.044847 = -1051756.281620
  nChanged 118
		SP:Iteration 18Q (34875.130000 sec): 3 clusters
  Score: Raw -1054793.876874 + Penalty 3006.044847 = -1051787.832027
  nChanged 111
		SP:Iteration 19Q (34875.360000 sec): 3 clusters
  Score: Raw -1054820.383329 + Penalty 3006.044847 = -1051814.338483
  nChanged 102
		SP:Iteration 20F (34875.570000 sec): 3 clusters
  Score: Raw -1054845.444117 + Penalty 3006.044847 = -1051839.399270
  nChanged 98
		SP:Iteration 21Q (34875.840000 sec): 3 clusters
  Score: Raw -1054867.047708 + Penalty 3006.044847 = -1051861.002861
  nChanged 95
		SP:Iteration 22Q (34876.060000 sec): 3 clusters
  Score: Raw -1054887.682581 + Penalty 3006.044847 = -1051881.637734
  nChanged 79
		SP:Iteration 23Q (34876.290000 sec): 3 clusters
  Score: Raw -1054902.470081 + Penalty 3006.044847 = -1051896.425234
  nChanged 74
		SP:Iteration 24Q (34876.570000 sec): 3 clusters
  Score: Raw -1054915.901879 + Penalty 3006.044847 = -1051909.857033
  nChanged 55
		SP:Iteration 25Q (34876.840000 sec): 3 clusters
  Score: Raw -1054926.307740 + Penalty 3006.044847 = -1051920.262893
  nChanged 51
		SP:Iteration 26Q (34877.040000 sec): 3 clusters
  Score: Raw -1054934.144809 + Penalty 3006.044847 = -1051928.099962
  nChanged 39
		SP:Iteration 27Q (34877.300000 sec): 3 clusters
  Score: Raw -1054939.875619 + Penalty 3006.044847 = -1051933.830773
  nChanged 30
		SP:Iteration 28Q (34877.470000 sec): 3 clusters
  Score: Raw -1054943.657866 + Penalty 3006.044847 = -1051937.613019
  nChanged 28
		SP:Iteration 29Q (34877.700000 sec): 3 clusters
  Score: Raw -1054947.706513 + Penalty 3006.044847 = -1051941.661666
  nChanged 33
		SP:Iteration 30Q (34878.000000 sec): 3 clusters
  Score: Raw -1054952.188535 + Penalty 3006.044847 = -1051946.143688
  nChanged 19
		SP:Iteration 31Q (34878.190000 sec): 3 clusters
  Score: Raw -1054954.843337 + Penalty 3006.044847 = -1051948.798490
  nChanged 22
		SP:Iteration 32Q (34878.430000 sec): 3 clusters
  Score: Raw -1054957.616906 + Penalty 3006.044847 = -1051951.572060
  nChanged 17
		SP:Iteration 33Q (34878.680000 sec): 3 clusters
  Score: Raw -1054959.441064 + Penalty 3006.044847 = -1051953.396218
  nChanged 14
		SP:Iteration 34Q (34878.920000 sec): 3 clusters
  Score: Raw -1054960.799540 + Penalty 3006.044847 = -1051954.754694
  nChanged 14
		SP:Iteration 35Q (34879.240000 sec): 3 clusters
  Score: Raw -1054962.666601 + Penalty 3006.044847 = -1051956.621755
  nChanged 15
		SP:Iteration 36Q (34879.520000 sec): 3 clusters
  Score: Raw -1054964.661305 + Penalty 3006.044847 = -1051958.616458
  nChanged 15
		SP:Iteration 37Q (34879.750000 sec): 3 clusters
  Score: Raw -1054967.031449 + Penalty 3006.044847 = -1051960.986602
  nChanged 15
		SP:Iteration 38Q (34880.020000 sec): 3 clusters
  Score: Raw -1054968.895995 + Penalty 3006.044847 = -1051962.851148
  nChanged 13
		SP:Iteration 39Q (34880.230000 sec): 3 clusters
  Score: Raw -1054970.604558 + Penalty 3006.044847 = -1051964.559711
  nChanged 16
		SP:Iteration 40F (34880.500000 sec): 3 clusters
  Score: Raw -1054972.625703 + Penalty 3006.044847 = -1051966.580857
  nChanged 9
		SP:Iteration 41Q (34880.740000 sec): 3 clusters
  Score: Raw -1054973.593538 + Penalty 3006.044847 = -1051967.548691
  nChanged 6
		SP:Iteration 42Q (34880.960000 sec): 3 clusters
  Score: Raw -1054974.154822 + Penalty 3006.044847 = -1051968.109975
  nChanged 3
		SP:Iteration 43Q (34881.200000 sec): 3 clusters
  Score: Raw -1054974.348281 + Penalty 3006.044847 = -1051968.303434
  nChanged 2
		SP:Iteration 44Q (34881.420000 sec): 3 clusters
  Score: Raw -1054974.566263 + Penalty 3006.044847 = -1051968.521417
  nChanged 2
		SP:Iteration 45Q (34881.650000 sec): 3 clusters
  Score: Raw -1054974.734847 + Penalty 3006.044847 = -1051968.690001
  nChanged 1
		SP:Iteration 46Q (34881.880000 sec): 3 clusters
  Score: Raw -1054974.807760 + Penalty 3006.044847 = -1051968.762913
  nChanged 1
		SP:Iteration 47Q (34882.100000 sec): 3 clusters
  Score: Raw -1054974.898666 + Penalty 3006.044847 = -1051968.853819
  nChanged 1
		SP:Iteration 48Q (34882.360000 sec): 3 clusters
  Score: Raw -1054974.969763 + Penalty 3006.044847 = -1051968.924916
  nChanged 0
		SP:Iteration 49F (34882.620000 sec): 3 clusters
  Score: Raw -1054974.969763 + Penalty 3006.044847 = -1051968.924916
  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 7.98 GB.

 Trying to split cluster 25 (22052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34882.860000 sec): 2 clusters
  Score: Raw -2024788.301206 + Penalty 1625.188269 = -2023163.112937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34883.140000 sec): 3 clusters
  Score: Raw -2011459.902301 + Penalty 3250.376538 = -2008209.525763
  nChanged 10029
		SP:Iteration 1F (34883.470000 sec): 3 clusters
  Score: Raw -2017153.999107 + Penalty 3250.376538 = -2013903.622568
  nChanged 1193
		SP:Iteration 2F (34883.710000 sec): 3 clusters
  Score: Raw -2017641.443011 + Penalty 3250.376538 = -2014391.066473
  nChanged 1132
		SP:Iteration 3F (34884.010000 sec): 3 clusters
  Score: Raw -2018125.430938 + Penalty 3250.376538 = -2014875.054399
  nChanged 1058
		SP:Iteration 4Q (34884.310000 sec): 3 clusters
  Score: Raw -2018609.799303 + Penalty 3250.376538 = -2015359.422764
  nChanged 1025
		SP:Iteration 5Q (34884.680000 sec): 3 clusters
  Score: Raw -2019114.783472 + Penalty 3250.376538 = -2015864.406933
  nChanged 1054
		SP:Iteration 6Q (34884.970000 sec): 3 clusters
  Score: Raw -2019663.068154 + Penalty 3250.376538 = -2016412.691615
  nChanged 1040
		SP:Iteration 7Q (34885.300000 sec): 3 clusters
  Score: Raw -2020231.920348 + Penalty 3250.376538 = -2016981.543809
  nChanged 1015
		SP:Iteration 8Q (34885.610000 sec): 3 clusters
  Score: Raw -2020789.959094 + Penalty 3250.376538 = -2017539.582555
  nChanged 936
		SP:Iteration 9Q (34885.880000 sec): 3 clusters
  Score: Raw -2021322.314932 + Penalty 3250.376538 = -2018071.938394
  nChanged 899
		SP:Iteration 10Q (34886.210000 sec): 3 clusters
  Score: Raw -2021777.728618 + Penalty 3250.376538 = -2018527.352079
  nChanged 779
		SP:Iteration 11Q (34886.520000 sec): 3 clusters
  Score: Raw -2022152.957524 + Penalty 3250.376538 = -2018902.580985
  nChanged 656
		SP:Iteration 12Q (34886.880000 sec): 3 clusters
  Score: Raw -2022433.363703 + Penalty 3250.376538 = -2019182.987165
  nChanged 535
		SP:Iteration 13Q (34887.170000 sec): 3 clusters
  Score: Raw -2022619.492616 + Penalty 3250.376538 = -2019369.116077
  nChanged 424
		SP:Iteration 14Q (34887.490000 sec): 3 clusters
  Score: Raw -2022752.643307 + Penalty 3250.376538 = -2019502.266769
  nChanged 364
		SP:Iteration 15Q (34887.870000 sec): 3 clusters
  Score: Raw -2022874.907106 + Penalty 3250.376538 = -2019624.530568
  nChanged 347
		SP:Iteration 16Q (34888.130000 sec): 3 clusters
  Score: Raw -2022987.356289 + Penalty 3250.376538 = -2019736.979751
  nChanged 308
		SP:Iteration 17Q (34888.420000 sec): 3 clusters
  Score: Raw -2023077.484066 + Penalty 3250.376538 = -2019827.107528
  nChanged 293
		SP:Iteration 18Q (34888.750000 sec): 3 clusters
  Score: Raw -2023164.085606 + Penalty 3250.376538 = -2019913.709068
  nChanged 259
		SP:Iteration 19Q (34889.060000 sec): 3 clusters
  Score: Raw -2023236.063541 + Penalty 3250.376538 = -2019985.687003
  nChanged 275
		SP:Iteration 20F (34889.370000 sec): 3 clusters
  Score: Raw -2023331.083259 + Penalty 3250.376538 = -2020080.706721
  nChanged 296
		SP:Iteration 21Q (34889.650000 sec): 3 clusters
  Score: Raw -2023437.177888 + Penalty 3250.376538 = -2020186.801349
  nChanged 298
		SP:Iteration 22Q (34889.960000 sec): 3 clusters
  Score: Raw -2023531.022608 + Penalty 3250.376538 = -2020280.646070
  nChanged 303
		SP:Iteration 23Q (34890.230000 sec): 3 clusters
  Score: Raw -2023636.282889 + Penalty 3250.376538 = -2020385.906351
  nChanged 312
		SP:Iteration 24Q (34890.520000 sec): 3 clusters
  Score: Raw -2023747.614659 + Penalty 3250.376538 = -2020497.238121
  nChanged 305
		SP:Iteration 25Q (34890.820000 sec): 3 clusters
  Score: Raw -2023847.198285 + Penalty 3250.376538 = -2020596.821746
  nChanged 258
		SP:Iteration 26Q (34891.100000 sec): 3 clusters
  Score: Raw -2023930.202764 + Penalty 3250.376538 = -2020679.826225
  nChanged 220
		SP:Iteration 27Q (34891.390000 sec): 3 clusters
  Score: Raw -2024001.127357 + Penalty 3250.376538 = -2020750.750819
  nChanged 230
		SP:Iteration 28Q (34891.690000 sec): 3 clusters
  Score: Raw -2024076.542941 + Penalty 3250.376538 = -2020826.166403
  nChanged 228
		SP:Iteration 29Q (34891.960000 sec): 3 clusters
  Score: Raw -2024151.044273 + Penalty 3250.376538 = -2020900.667735
  nChanged 185
		SP:Iteration 30Q (34892.270000 sec): 3 clusters
  Score: Raw -2024213.369049 + Penalty 3250.376538 = -2020962.992511
  nChanged 209
		SP:Iteration 31Q (34892.540000 sec): 3 clusters
  Score: Raw -2024285.222148 + Penalty 3250.376538 = -2021034.845609
  nChanged 193
		SP:Iteration 32Q (34892.790000 sec): 3 clusters
  Score: Raw -2024356.300934 + Penalty 3250.376538 = -2021105.924396
  nChanged 204
		SP:Iteration 33Q (34893.090000 sec): 3 clusters
  Score: Raw -2024426.292882 + Penalty 3250.376538 = -2021175.916344
  nChanged 191
		SP:Iteration 34Q (34893.380000 sec): 3 clusters
  Score: Raw -2024491.179867 + Penalty 3250.376538 = -2021240.803328
  nChanged 200
		SP:Iteration 35Q (34893.670000 sec): 3 clusters
  Score: Raw -2024563.776344 + Penalty 3250.376538 = -2021313.399805
  nChanged 202
		SP:Iteration 36Q (34893.960000 sec): 3 clusters
  Score: Raw -2024627.883986 + Penalty 3250.376538 = -2021377.507447
  nChanged 185
		SP:Iteration 37Q (34894.220000 sec): 3 clusters
  Score: Raw -2024691.863771 + Penalty 3250.376538 = -2021441.487232
  nChanged 189
		SP:Iteration 38Q (34894.470000 sec): 3 clusters
  Score: Raw -2024758.088504 + Penalty 3250.376538 = -2021507.711965
  nChanged 195
		SP:Iteration 39Q (34894.800000 sec): 3 clusters
  Score: Raw -2024826.432470 + Penalty 3250.376538 = -2021576.055931
  nChanged 183
		SP:Iteration 40F (34895.110000 sec): 3 clusters
  Score: Raw -2024891.778081 + Penalty 3250.376538 = -2021641.401543
  nChanged 182
		SP:Iteration 41Q (34895.390000 sec): 3 clusters
  Score: Raw -2024958.420140 + Penalty 3250.376538 = -2021708.043601
  nChanged 162
		SP:Iteration 42Q (34895.640000 sec): 3 clusters
  Score: Raw -2025020.276462 + Penalty 3250.376538 = -2021769.899924
  nChanged 145
		SP:Iteration 43Q (34895.950000 sec): 3 clusters
  Score: Raw -2025077.649369 + Penalty 3250.376538 = -2021827.272831
  nChanged 139
		SP:Iteration 44Q (34896.210000 sec): 3 clusters
  Score: Raw -2025128.898828 + Penalty 3250.376538 = -2021878.522290
  nChanged 131
		SP:Iteration 45Q (34896.500000 sec): 3 clusters
  Score: Raw -2025184.227845 + Penalty 3250.376538 = -2021933.851307
  nChanged 129
		SP:Iteration 46Q (34896.780000 sec): 3 clusters
  Score: Raw -2025241.724829 + Penalty 3250.376538 = -2021991.348290
  nChanged 118
		SP:Iteration 47Q (34897.090000 sec): 3 clusters
  Score: Raw -2025293.829469 + Penalty 3250.376538 = -2022043.452930
  nChanged 111
		SP:Iteration 48Q (34897.380000 sec): 3 clusters
  Score: Raw -2025340.524069 + Penalty 3250.376538 = -2022090.147530
  nChanged 94
		SP:Iteration 49Q (34897.720000 sec): 3 clusters
  Score: Raw -2025386.549400 + Penalty 3250.376538 = -2022136.172862
  nChanged 97
		SP:Iteration 50Q (34897.980000 sec): 3 clusters
  Score: Raw -2025432.310166 + Penalty 3250.376538 = -2022181.933627
  nChanged 80
		SP:Iteration 51Q (34898.290000 sec): 3 clusters
  Score: Raw -2025468.975023 + Penalty 3250.376538 = -2022218.598484
  nChanged 73
		SP:Iteration 52Q (34898.530000 sec): 3 clusters
  Score: Raw -2025499.698122 + Penalty 3250.376538 = -2022249.321583
  nChanged 67
		SP:Iteration 53Q (34898.860000 sec): 3 clusters
  Score: Raw -2025525.872339 + Penalty 3250.376538 = -2022275.495801
  nChanged 69
		SP:Iteration 54Q (34899.150000 sec): 3 clusters
  Score: Raw -2025558.955580 + Penalty 3250.376538 = -2022308.579042
  nChanged 62
		SP:Iteration 55Q (34899.360000 sec): 3 clusters
  Score: Raw -2025591.255701 + Penalty 3250.376538 = -2022340.879163
  nChanged 61
		SP:Iteration 56Q (34899.700000 sec): 3 clusters
  Score: Raw -2025625.529617 + Penalty 3250.376538 = -2022375.153078
  nChanged 51
		SP:Iteration 57Q (34899.990000 sec): 3 clusters
  Score: Raw -2025652.943687 + Penalty 3250.376538 = -2022402.567148
  nChanged 48
		SP:Iteration 58Q (34900.270000 sec): 3 clusters
  Score: Raw -2025680.013355 + Penalty 3250.376538 = -2022429.636817
  nChanged 40
		SP:Iteration 59Q (34900.590000 sec): 3 clusters
  Score: Raw -2025698.214061 + Penalty 3250.376538 = -2022447.837523
  nChanged 41
		SP:Iteration 60F (34900.890000 sec): 3 clusters
  Score: Raw -2025713.070052 + Penalty 3250.376538 = -2022462.693514
  nChanged 26
		SP:Iteration 61Q (34901.150000 sec): 3 clusters
  Score: Raw -2025724.202505 + Penalty 3250.376538 = -2022473.825967
  nChanged 19
		SP:Iteration 62Q (34901.420000 sec): 3 clusters
  Score: Raw -2025736.066784 + Penalty 3250.376538 = -2022485.690245
  nChanged 26
		SP:Iteration 63Q (34901.700000 sec): 3 clusters
  Score: Raw -2025747.330951 + Penalty 3250.376538 = -2022496.954412
  nChanged 16
		SP:Iteration 64Q (34901.950000 sec): 3 clusters
  Score: Raw -2025755.940539 + Penalty 3250.376538 = -2022505.564001
  nChanged 14
		SP:Iteration 65Q (34902.230000 sec): 3 clusters
  Score: Raw -2025761.761676 + Penalty 3250.376538 = -2022511.385137
  nChanged 14
		SP:Iteration 66Q (34902.510000 sec): 3 clusters
  Score: Raw -2025767.445481 + Penalty 3250.376538 = -2022517.068943
  nChanged 5
		SP:Iteration 67Q (34902.840000 sec): 3 clusters
  Score: Raw -2025768.674127 + Penalty 3250.376538 = -2022518.297589
  nChanged 6
		SP:Iteration 68Q (34903.170000 sec): 3 clusters
  Score: Raw -2025770.049796 + Penalty 3250.376538 = -2022519.673258
  nChanged 4
		SP:Iteration 69Q (34903.450000 sec): 3 clusters
  Score: Raw -2025770.746552 + Penalty 3250.376538 = -2022520.370013
  nChanged 4
		SP:Iteration 70Q (34903.720000 sec): 3 clusters
  Score: Raw -2025771.760788 + Penalty 3250.376538 = -2022521.384250
  nChanged 3
		SP:Iteration 71Q (34903.990000 sec): 3 clusters
  Score: Raw -2025772.618571 + Penalty 3250.376538 = -2022522.242032
  nChanged 4
		SP:Iteration 72Q (34904.300000 sec): 3 clusters
  Score: Raw -2025774.023783 + Penalty 3250.376538 = -2022523.647245
  nChanged 6
		SP:Iteration 73Q (34904.530000 sec): 3 clusters
  Score: Raw -2025775.651753 + Penalty 3250.376538 = -2022525.275215
  nChanged 2
		SP:Iteration 74Q (34904.840000 sec): 3 clusters
  Score: Raw -2025775.973844 + Penalty 3250.376538 = -2022525.597305
  nChanged 2
		SP:Iteration 75Q (34905.120000 sec): 3 clusters
  Score: Raw -2025776.296547 + Penalty 3250.376538 = -2022525.920009
  nChanged 3
		SP:Iteration 76Q (34905.400000 sec): 3 clusters
  Score: Raw -2025777.192070 + Penalty 3250.376538 = -2022526.815531
  nChanged 1
		SP:Iteration 77Q (34905.660000 sec): 3 clusters
  Score: Raw -2025777.492677 + Penalty 3250.376538 = -2022527.116139
  nChanged 1
		SP:Iteration 78Q (34905.960000 sec): 3 clusters
  Score: Raw -2025777.694923 + Penalty 3250.376538 = -2022527.318384
  nChanged 1
		SP:Iteration 79Q (34906.350000 sec): 3 clusters
  Score: Raw -2025777.977603 + Penalty 3250.376538 = -2022527.601064
  nChanged 1
		SP:Iteration 80F (34906.640000 sec): 3 clusters
  Score: Raw -2025778.147689 + Penalty 3250.376538 = -2022527.771151
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (26923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34906.880000 sec): 2 clusters
  Score: Raw -2660923.834373 + Penalty 1657.619636 = -2659266.214738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34907.200000 sec): 3 clusters
  Score: Raw -2644512.910970 + Penalty 3315.239271 = -2641197.671699
  nChanged 12358
		SP:Iteration 1F (34907.600000 sec): 3 clusters
  Score: Raw -2652250.753374 + Penalty 3315.239271 = -2648935.514103
  nChanged 2024
		SP:Iteration 2F (34907.940000 sec): 3 clusters
  Score: Raw -2653817.578223 + Penalty 3315.239271 = -2650502.338952
  nChanged 2358
		SP:Iteration 3F (34908.220000 sec): 3 clusters
  Score: Raw -2656041.645547 + Penalty 3315.239271 = -2652726.406276
  nChanged 2521
		SP:Iteration 4F (34908.540000 sec): 3 clusters
  Score: Raw -2658587.872200 + Penalty 3315.239271 = -2655272.632929
  nChanged 2256
		SP:Iteration 5F (34908.870000 sec): 3 clusters
  Score: Raw -2660911.929749 + Penalty 3315.239271 = -2657596.690477
  nChanged 1971
		SP:Iteration 6F (34909.230000 sec): 3 clusters
  Score: Raw -2662986.092905 + Penalty 3315.239271 = -2659670.853634
  nChanged 1579
		SP:Iteration 7F (34909.540000 sec): 3 clusters
  Score: Raw -2664616.163851 + Penalty 3315.239271 = -2661300.924579
  nChanged 1284
		SP:Iteration 8Q (34909.860000 sec): 3 clusters
  Score: Raw -2665866.119659 + Penalty 3315.239271 = -2662550.880388
  nChanged 1011
		SP:Iteration 9Q (34910.210000 sec): 3 clusters
  Score: Raw -2666727.748513 + Penalty 3315.239271 = -2663412.509241
  nChanged 811
		SP:Iteration 10Q (34910.520000 sec): 3 clusters
  Score: Raw -2667312.372280 + Penalty 3315.239271 = -2663997.133009
  nChanged 698
		SP:Iteration 11Q (34910.880000 sec): 3 clusters
  Score: Raw -2667766.458336 + Penalty 3315.239271 = -2664451.219065
  nChanged 676
		SP:Iteration 12Q (34911.240000 sec): 3 clusters
  Score: Raw -2668200.055735 + Penalty 3315.239271 = -2664884.816464
  nChanged 661
		SP:Iteration 13Q (34911.540000 sec): 3 clusters
  Score: Raw -2668631.768258 + Penalty 3315.239271 = -2665316.528986
  nChanged 633
		SP:Iteration 14Q (34911.860000 sec): 3 clusters
  Score: Raw -2668981.744651 + Penalty 3315.239271 = -2665666.505380
  nChanged 545
		SP:Iteration 15Q (34912.230000 sec): 3 clusters
  Score: Raw -2669237.927186 + Penalty 3315.239271 = -2665922.687915
  nChanged 470
		SP:Iteration 16Q (34912.530000 sec): 3 clusters
  Score: Raw -2669421.081609 + Penalty 3315.239271 = -2666105.842338
  nChanged 379
		SP:Iteration 17Q (34912.910000 sec): 3 clusters
  Score: Raw -2669543.989870 + Penalty 3315.239271 = -2666228.750599
  nChanged 319
		SP:Iteration 18Q (34913.220000 sec): 3 clusters
  Score: Raw -2669640.711504 + Penalty 3315.239271 = -2666325.472233
  nChanged 250
		SP:Iteration 19Q (34913.510000 sec): 3 clusters
  Score: Raw -2669703.768158 + Penalty 3315.239271 = -2666388.528887
  nChanged 208
		SP:Iteration 20F (34913.860000 sec): 3 clusters
  Score: Raw -2669747.027727 + Penalty 3315.239271 = -2666431.788456
  nChanged 160
		SP:Iteration 21Q (34914.120000 sec): 3 clusters
  Score: Raw -2669778.130633 + Penalty 3315.239271 = -2666462.891361
  nChanged 122
		SP:Iteration 22Q (34914.440000 sec): 3 clusters
  Score: Raw -2669796.224570 + Penalty 3315.239271 = -2666480.985299
  nChanged 83
		SP:Iteration 23Q (34914.840000 sec): 3 clusters
  Score: Raw -2669805.728155 + Penalty 3315.239271 = -2666490.488884
  nChanged 59
		SP:Iteration 24Q (34915.150000 sec): 3 clusters
  Score: Raw -2669812.451738 + Penalty 3315.239271 = -2666497.212467
  nChanged 51
		SP:Iteration 25Q (34915.500000 sec): 3 clusters
  Score: Raw -2669817.455432 + Penalty 3315.239271 = -2666502.216161
  nChanged 34
		SP:Iteration 26Q (34915.830000 sec): 3 clusters
  Score: Raw -2669821.314132 + Penalty 3315.239271 = -2666506.074861
  nChanged 40
		SP:Iteration 27Q (34916.160000 sec): 3 clusters
  Score: Raw -2669825.142412 + Penalty 3315.239271 = -2666509.903141
  nChanged 38
		SP:Iteration 28Q (34916.480000 sec): 3 clusters
  Score: Raw -2669828.739994 + Penalty 3315.239271 = -2666513.500723
  nChanged 33
		SP:Iteration 29Q (34916.830000 sec): 3 clusters
  Score: Raw -2669832.287663 + Penalty 3315.239271 = -2666517.048392
  nChanged 33
		SP:Iteration 30Q (34917.120000 sec): 3 clusters
  Score: Raw -2669834.849875 + Penalty 3315.239271 = -2666519.610604
  nChanged 22
		SP:Iteration 31Q (34917.420000 sec): 3 clusters
  Score: Raw -2669836.369791 + Penalty 3315.239271 = -2666521.130520
  nChanged 17
		SP:Iteration 32Q (34917.700000 sec): 3 clusters
  Score: Raw -2669837.597180 + Penalty 3315.239271 = -2666522.357909
  nChanged 9
		SP:Iteration 33Q (34918.020000 sec): 3 clusters
  Score: Raw -2669838.195265 + Penalty 3315.239271 = -2666522.955994
  nChanged 7
		SP:Iteration 34Q (34918.360000 sec): 3 clusters
  Score: Raw -2669838.667080 + Penalty 3315.239271 = -2666523.427809
  nChanged 4
		SP:Iteration 35Q (34918.650000 sec): 3 clusters
  Score: Raw -2669838.907662 + Penalty 3315.239271 = -2666523.668390
  nChanged 3
		SP:Iteration 36Q (34919.000000 sec): 3 clusters
  Score: Raw -2669839.098467 + Penalty 3315.239271 = -2666523.859196
  nChanged 2
		SP:Iteration 37Q (34919.270000 sec): 3 clusters
  Score: Raw -2669839.193214 + Penalty 3315.239271 = -2666523.953943
  nChanged 1
		SP:Iteration 38Q (34919.570000 sec): 3 clusters
  Score: Raw -2669839.267382 + Penalty 3315.239271 = -2666524.028111
  nChanged 0
		SP:Iteration 39F (34919.890000 sec): 3 clusters
  Score: Raw -2669839.267382 + Penalty 3315.239271 = -2666524.028111
  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 7.98 GB.

 Trying to split cluster 27 (8730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34920.060000 sec): 2 clusters
  Score: Raw -876791.072398 + Penalty 1474.609605 = -875316.462793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34920.240000 sec): 3 clusters
  Score: Raw -871966.957121 + Penalty 2949.219211 = -869017.737911
  nChanged 3769
		SP:Iteration 1F (34920.420000 sec): 3 clusters
  Score: Raw -874377.393939 + Penalty 2949.219211 = -871428.174729
  nChanged 963
		SP:Iteration 2F (34920.620000 sec): 3 clusters
  Score: Raw -875497.537391 + Penalty 2949.219211 = -872548.318180
  nChanged 928
		SP:Iteration 3F (34920.880000 sec): 3 clusters
  Score: Raw -876519.304762 + Penalty 2949.219211 = -873570.085552
  nChanged 714
		SP:Iteration 4F (34921.100000 sec): 3 clusters
  Score: Raw -877238.125377 + Penalty 2949.219211 = -874288.906166
  nChanged 494
		SP:Iteration 5F (34921.370000 sec): 3 clusters
  Score: Raw -877631.220083 + Penalty 2949.219211 = -874682.000872
  nChanged 336
		SP:Iteration 6Q (34921.620000 sec): 3 clusters
  Score: Raw -877861.993444 + Penalty 2949.219211 = -874912.774233
  nChanged 248
		SP:Iteration 7Q (34921.830000 sec): 3 clusters
  Score: Raw -878014.135747 + Penalty 2949.219211 = -875064.916536
  nChanged 220
		SP:Iteration 8Q (34922.050000 sec): 3 clusters
  Score: Raw -878126.526628 + Penalty 2949.219211 = -875177.307417
  nChanged 187
		SP:Iteration 9Q (34922.280000 sec): 3 clusters
  Score: Raw -878201.878151 + Penalty 2949.219211 = -875252.658940
  nChanged 186
		SP:Iteration 10Q (34922.560000 sec): 3 clusters
  Score: Raw -878275.288877 + Penalty 2949.219211 = -875326.069667
  nChanged 167
		SP:Iteration 11Q (34922.780000 sec): 3 clusters
  Score: Raw -878340.354098 + Penalty 2949.219211 = -875391.134887
  nChanged 147
		SP:Iteration 12Q (34923.050000 sec): 3 clusters
  Score: Raw -878388.749621 + Penalty 2949.219211 = -875439.530410
  nChanged 122
		SP:Iteration 13Q (34923.310000 sec): 3 clusters
  Score: Raw -878427.373103 + Penalty 2949.219211 = -875478.153892
  nChanged 103
		SP:Iteration 14Q (34923.570000 sec): 3 clusters
  Score: Raw -878456.485693 + Penalty 2949.219211 = -875507.266482
  nChanged 99
		SP:Iteration 15Q (34923.820000 sec): 3 clusters
  Score: Raw -878484.420799 + Penalty 2949.219211 = -875535.201588
  nChanged 92
		SP:Iteration 16Q (34924.040000 sec): 3 clusters
  Score: Raw -878508.165035 + Penalty 2949.219211 = -875558.945824
  nChanged 71
		SP:Iteration 17Q (34924.250000 sec): 3 clusters
  Score: Raw -878525.210397 + Penalty 2949.219211 = -875575.991187
  nChanged 54
		SP:Iteration 18Q (34924.500000 sec): 3 clusters
  Score: Raw -878537.317644 + Penalty 2949.219211 = -875588.098433
  nChanged 59
		SP:Iteration 19Q (34924.700000 sec): 3 clusters
  Score: Raw -878549.328254 + Penalty 2949.219211 = -875600.109043
  nChanged 41
		SP:Iteration 20F (34924.960000 sec): 3 clusters
  Score: Raw -878557.571130 + Penalty 2949.219211 = -875608.351919
  nChanged 35
		SP:Iteration 21Q (34925.190000 sec): 3 clusters
  Score: Raw -878563.522379 + Penalty 2949.219211 = -875614.303169
  nChanged 22
		SP:Iteration 22Q (34925.440000 sec): 3 clusters
  Score: Raw -878567.614425 + Penalty 2949.219211 = -875618.395215
  nChanged 24
		SP:Iteration 23Q (34925.640000 sec): 3 clusters
  Score: Raw -878571.706471 + Penalty 2949.219211 = -875622.487260
  nChanged 18
		SP:Iteration 24Q (34925.900000 sec): 3 clusters
  Score: Raw -878574.726302 + Penalty 2949.219211 = -875625.507091
  nChanged 12
		SP:Iteration 25Q (34926.120000 sec): 3 clusters
  Score: Raw -878576.386979 + Penalty 2949.219211 = -875627.167769
  nChanged 12
		SP:Iteration 26Q (34926.320000 sec): 3 clusters
  Score: Raw -878577.975246 + Penalty 2949.219211 = -875628.756035
  nChanged 12
		SP:Iteration 27Q (34926.500000 sec): 3 clusters
  Score: Raw -878579.949933 + Penalty 2949.219211 = -875630.730722
  nChanged 15
		SP:Iteration 28Q (34926.770000 sec): 3 clusters
  Score: Raw -878582.064321 + Penalty 2949.219211 = -875632.845110
  nChanged 11
		SP:Iteration 29Q (34926.980000 sec): 3 clusters
  Score: Raw -878583.625965 + Penalty 2949.219211 = -875634.406754
  nChanged 11
		SP:Iteration 30Q (34927.230000 sec): 3 clusters
  Score: Raw -878585.224369 + Penalty 2949.219211 = -875636.005158
  nChanged 10
		SP:Iteration 31Q (34927.440000 sec): 3 clusters
  Score: Raw -878586.561868 + Penalty 2949.219211 = -875637.342657
  nChanged 7
		SP:Iteration 32Q (34927.680000 sec): 3 clusters
  Score: Raw -878587.707719 + Penalty 2949.219211 = -875638.488508
  nChanged 9
		SP:Iteration 33Q (34927.870000 sec): 3 clusters
  Score: Raw -878588.931206 + Penalty 2949.219211 = -875639.711995
  nChanged 5
		SP:Iteration 34Q (34928.110000 sec): 3 clusters
  Score: Raw -878589.635616 + Penalty 2949.219211 = -875640.416405
  nChanged 3
		SP:Iteration 35Q (34928.300000 sec): 3 clusters
  Score: Raw -878589.900410 + Penalty 2949.219211 = -875640.681199
  nChanged 3
		SP:Iteration 36Q (34928.560000 sec): 3 clusters
  Score: Raw -878590.289534 + Penalty 2949.219211 = -875641.070323
  nChanged 6
		SP:Iteration 37Q (34928.750000 sec): 3 clusters
  Score: Raw -878590.934217 + Penalty 2949.219211 = -875641.715007
  nChanged 5
		SP:Iteration 38Q (34928.940000 sec): 3 clusters
  Score: Raw -878591.601394 + Penalty 2949.219211 = -875642.382183
  nChanged 5
		SP:Iteration 39Q (34929.170000 sec): 3 clusters
  Score: Raw -878592.224245 + Penalty 2949.219211 = -875643.005034
  nChanged 2
		SP:Iteration 40F (34929.390000 sec): 3 clusters
  Score: Raw -878592.425159 + Penalty 2949.219211 = -875643.205948
  nChanged 1
		SP:Iteration 41Q (34929.580000 sec): 3 clusters
  Score: Raw -878592.548362 + Penalty 2949.219211 = -875643.329151
  nChanged 2
		SP:Iteration 42Q (34929.790000 sec): 3 clusters
  Score: Raw -878592.760715 + Penalty 2949.219211 = -875643.541504
  nChanged 1
		SP:Iteration 43Q (34930.010000 sec): 3 clusters
  Score: Raw -878592.861529 + Penalty 2949.219211 = -875643.642318
  nChanged 2
		SP:Iteration 44Q (34930.230000 sec): 3 clusters
  Score: Raw -878593.138269 + Penalty 2949.219211 = -875643.919058
  nChanged 2
		SP:Iteration 45Q (34930.460000 sec): 3 clusters
  Score: Raw -878593.565776 + Penalty 2949.219211 = -875644.346565
  nChanged 3
		SP:Iteration 46Q (34930.670000 sec): 3 clusters
  Score: Raw -878593.935106 + Penalty 2949.219211 = -875644.715895
  nChanged 2
		SP:Iteration 47Q (34930.850000 sec): 3 clusters
  Score: Raw -878594.186842 + Penalty 2949.219211 = -875644.967631
  nChanged 1
		SP:Iteration 48Q (34931.090000 sec): 3 clusters
  Score: Raw -878594.312927 + Penalty 2949.219211 = -875645.093716
  nChanged 0
		SP:Iteration 49F (34931.280000 sec): 3 clusters
  Score: Raw -878594.312927 + Penalty 2949.219211 = -875645.093716
  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 7.98 GB.

 Trying to split cluster 28 (10609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34931.440000 sec): 2 clusters
  Score: Raw -1111608.075222 + Penalty 1506.286921 = -1110101.788301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34931.740000 sec): 3 clusters
  Score: Raw -1105553.751203 + Penalty 3012.573842 = -1102541.177360
  nChanged 4647
		SP:Iteration 1F (34931.960000 sec): 3 clusters
  Score: Raw -1108328.830801 + Penalty 3012.573842 = -1105316.256959
  nChanged 844
		SP:Iteration 2F (34932.150000 sec): 3 clusters
  Score: Raw -1109015.859673 + Penalty 3012.573842 = -1106003.285831
  nChanged 762
		SP:Iteration 3F (34932.410000 sec): 3 clusters
  Score: Raw -1109575.529804 + Penalty 3012.573842 = -1106562.955962
  nChanged 714
		SP:Iteration 4F (34932.620000 sec): 3 clusters
  Score: Raw -1110009.185566 + Penalty 3012.573842 = -1106996.611723
  nChanged 588
		SP:Iteration 5F (34932.820000 sec): 3 clusters
  Score: Raw -1110367.518552 + Penalty 3012.573842 = -1107354.944710
  nChanged 533
		SP:Iteration 6F (34933.090000 sec): 3 clusters
  Score: Raw -1110706.517377 + Penalty 3012.573842 = -1107693.943535
  nChanged 502
		SP:Iteration 7Q (34933.290000 sec): 3 clusters
  Score: Raw -1111051.986967 + Penalty 3012.573842 = -1108039.413124
  nChanged 507
		SP:Iteration 8Q (34933.500000 sec): 3 clusters
  Score: Raw -1111422.177554 + Penalty 3012.573842 = -1108409.603712
  nChanged 483
		SP:Iteration 9Q (34933.820000 sec): 3 clusters
  Score: Raw -1111822.267202 + Penalty 3012.573842 = -1108809.693360
  nChanged 509
		SP:Iteration 10Q (34934.090000 sec): 3 clusters
  Score: Raw -1112202.109861 + Penalty 3012.573842 = -1109189.536019
  nChanged 450
		SP:Iteration 11Q (34934.310000 sec): 3 clusters
  Score: Raw -1112549.109578 + Penalty 3012.573842 = -1109536.535735
  nChanged 371
		SP:Iteration 12Q (34934.490000 sec): 3 clusters
  Score: Raw -1112777.372654 + Penalty 3012.573842 = -1109764.798812
  nChanged 328
		SP:Iteration 13Q (34934.750000 sec): 3 clusters
  Score: Raw -1112944.134136 + Penalty 3012.573842 = -1109931.560294
  nChanged 241
		SP:Iteration 14Q (34934.960000 sec): 3 clusters
  Score: Raw -1113050.563649 + Penalty 3012.573842 = -1110037.989806
  nChanged 190
		SP:Iteration 15Q (34935.200000 sec): 3 clusters
  Score: Raw -1113115.086692 + Penalty 3012.573842 = -1110102.512850
  nChanged 157
		SP:Iteration 16Q (34935.400000 sec): 3 clusters
  Score: Raw -1113159.596584 + Penalty 3012.573842 = -1110147.022741
  nChanged 136
		SP:Iteration 17Q (34935.640000 sec): 3 clusters
  Score: Raw -1113192.232100 + Penalty 3012.573842 = -1110179.658257
  nChanged 113
		SP:Iteration 18Q (34935.860000 sec): 3 clusters
  Score: Raw -1113219.079839 + Penalty 3012.573842 = -1110206.505997
  nChanged 107
		SP:Iteration 19Q (34936.110000 sec): 3 clusters
  Score: Raw -1113243.874792 + Penalty 3012.573842 = -1110231.300950
  nChanged 103
		SP:Iteration 20F (34936.390000 sec): 3 clusters
  Score: Raw -1113267.861786 + Penalty 3012.573842 = -1110255.287943
  nChanged 87
		SP:Iteration 21Q (34936.610000 sec): 3 clusters
  Score: Raw -1113287.578015 + Penalty 3012.573842 = -1110275.004172
  nChanged 81
		SP:Iteration 22Q (34936.840000 sec): 3 clusters
  Score: Raw -1113304.679070 + Penalty 3012.573842 = -1110292.105227
  nChanged 68
		SP:Iteration 23Q (34937.050000 sec): 3 clusters
  Score: Raw -1113318.522722 + Penalty 3012.573842 = -1110305.948879
  nChanged 69
		SP:Iteration 24Q (34937.250000 sec): 3 clusters
  Score: Raw -1113332.164576 + Penalty 3012.573842 = -1110319.590733
  nChanged 76
		SP:Iteration 25Q (34937.480000 sec): 3 clusters
  Score: Raw -1113349.235673 + Penalty 3012.573842 = -1110336.661830
  nChanged 67
		SP:Iteration 26Q (34937.700000 sec): 3 clusters
  Score: Raw -1113362.961579 + Penalty 3012.573842 = -1110350.387737
  nChanged 62
		SP:Iteration 27Q (34937.920000 sec): 3 clusters
  Score: Raw -1113375.519938 + Penalty 3012.573842 = -1110362.946095
  nChanged 48
		SP:Iteration 28Q (34938.110000 sec): 3 clusters
  Score: Raw -1113385.445515 + Penalty 3012.573842 = -1110372.871672
  nChanged 51
		SP:Iteration 29Q (34938.320000 sec): 3 clusters
  Score: Raw -1113397.502415 + Penalty 3012.573842 = -1110384.928572
  nChanged 52
		SP:Iteration 30Q (34938.540000 sec): 3 clusters
  Score: Raw -1113411.833910 + Penalty 3012.573842 = -1110399.260068
  nChanged 64
		SP:Iteration 31Q (34938.740000 sec): 3 clusters
  Score: Raw -1113429.624662 + Penalty 3012.573842 = -1110417.050820
  nChanged 57
		SP:Iteration 32Q (34938.910000 sec): 3 clusters
  Score: Raw -1113443.468270 + Penalty 3012.573842 = -1110430.894428
  nChanged 54
		SP:Iteration 33Q (34939.110000 sec): 3 clusters
  Score: Raw -1113456.250757 + Penalty 3012.573842 = -1110443.676915
  nChanged 55
		SP:Iteration 34Q (34939.300000 sec): 3 clusters
  Score: Raw -1113468.959852 + Penalty 3012.573842 = -1110456.386010
  nChanged 46
		SP:Iteration 35Q (34939.510000 sec): 3 clusters
  Score: Raw -1113479.118746 + Penalty 3012.573842 = -1110466.544904
  nChanged 46
		SP:Iteration 36Q (34939.760000 sec): 3 clusters
  Score: Raw -1113489.434573 + Penalty 3012.573842 = -1110476.860731
  nChanged 47
		SP:Iteration 37Q (34940.020000 sec): 3 clusters
  Score: Raw -1113499.786811 + Penalty 3012.573842 = -1110487.212969
  nChanged 38
		SP:Iteration 38Q (34940.210000 sec): 3 clusters
  Score: Raw -1113506.688603 + Penalty 3012.573842 = -1110494.114761
  nChanged 35
		SP:Iteration 39Q (34940.430000 sec): 3 clusters
  Score: Raw -1113513.727592 + Penalty 3012.573842 = -1110501.153750
  nChanged 39
		SP:Iteration 40F (34940.660000 sec): 3 clusters
  Score: Raw -1113521.650340 + Penalty 3012.573842 = -1110509.076497
  nChanged 35
		SP:Iteration 41Q (34940.940000 sec): 3 clusters
  Score: Raw -1113529.163339 + Penalty 3012.573842 = -1110516.589496
  nChanged 36
		SP:Iteration 42Q (34941.110000 sec): 3 clusters
  Score: Raw -1113535.742352 + Penalty 3012.573842 = -1110523.168510
  nChanged 25
		SP:Iteration 43Q (34941.300000 sec): 3 clusters
  Score: Raw -1113539.503288 + Penalty 3012.573842 = -1110526.929446
  nChanged 23
		SP:Iteration 44Q (34941.530000 sec): 3 clusters
  Score: Raw -1113543.158072 + Penalty 3012.573842 = -1110530.584229
  nChanged 18
		SP:Iteration 45Q (34941.720000 sec): 3 clusters
  Score: Raw -1113546.681671 + Penalty 3012.573842 = -1110534.107829
  nChanged 23
		SP:Iteration 46Q (34942.000000 sec): 3 clusters
  Score: Raw -1113551.272137 + Penalty 3012.573842 = -1110538.698295
  nChanged 21
		SP:Iteration 47Q (34942.160000 sec): 3 clusters
  Score: Raw -1113555.108329 + Penalty 3012.573842 = -1110542.534487
  nChanged 24
		SP:Iteration 48Q (34942.400000 sec): 3 clusters
  Score: Raw -1113561.609710 + Penalty 3012.573842 = -1110549.035868
  nChanged 27
		SP:Iteration 49Q (34942.690000 sec): 3 clusters
  Score: Raw -1113567.846301 + Penalty 3012.573842 = -1110555.272458
  nChanged 22
		SP:Iteration 50Q (34942.950000 sec): 3 clusters
  Score: Raw -1113572.618173 + Penalty 3012.573842 = -1110560.044331
  nChanged 21
		SP:Iteration 51Q (34943.160000 sec): 3 clusters
  Score: Raw -1113576.501318 + Penalty 3012.573842 = -1110563.927475
  nChanged 24
		SP:Iteration 52Q (34943.370000 sec): 3 clusters
  Score: Raw -1113580.526264 + Penalty 3012.573842 = -1110567.952422
  nChanged 16
		SP:Iteration 53Q (34943.570000 sec): 3 clusters
  Score: Raw -1113582.578745 + Penalty 3012.573842 = -1110570.004903
  nChanged 8
		SP:Iteration 54Q (34943.800000 sec): 3 clusters
  Score: Raw -1113583.545103 + Penalty 3012.573842 = -1110570.971261
  nChanged 5
		SP:Iteration 55Q (34944.060000 sec): 3 clusters
  Score: Raw -1113584.307856 + Penalty 3012.573842 = -1110571.734014
  nChanged 4
		SP:Iteration 56Q (34944.260000 sec): 3 clusters
  Score: Raw -1113584.794801 + Penalty 3012.573842 = -1110572.220959
  nChanged 1
		SP:Iteration 57Q (34944.500000 sec): 3 clusters
  Score: Raw -1113584.854403 + Penalty 3012.573842 = -1110572.280561
  nChanged 1
		SP:Iteration 58Q (34944.720000 sec): 3 clusters
  Score: Raw -1113585.140674 + Penalty 3012.573842 = -1110572.566831
  nChanged 1
		SP:Iteration 59Q (34944.940000 sec): 3 clusters
  Score: Raw -1113585.206756 + Penalty 3012.573842 = -1110572.632914
  nChanged 1
		SP:Iteration 60F (34945.200000 sec): 3 clusters
  Score: Raw -1113585.308820 + Penalty 3012.573842 = -1110572.734978
  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 7.98 GB.

 Trying to split cluster 29 (3626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34945.370000 sec): 2 clusters
  Score: Raw -335784.795315 + Penalty 1331.831376 = -334452.963939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34945.590000 sec): 3 clusters
  Score: Raw -334019.320955 + Penalty 2663.662752 = -331355.658203
  nChanged 1407
		SP:Iteration 1F (34945.760000 sec): 3 clusters
  Score: Raw -334853.053394 + Penalty 2663.662752 = -332189.390642
  nChanged 312
		SP:Iteration 2F (34945.950000 sec): 3 clusters
  Score: Raw -335075.763513 + Penalty 2663.662752 = -332412.100761
  nChanged 242
		SP:Iteration 3F (34946.160000 sec): 3 clusters
  Score: Raw -335271.566058 + Penalty 2663.662752 = -332607.903306
  nChanged 211
		SP:Iteration 4F (34946.290000 sec): 3 clusters
  Score: Raw -335433.371881 + Penalty 2663.662752 = -332769.709129
  nChanged 181
		SP:Iteration 5Q (34946.460000 sec): 3 clusters
  Score: Raw -335573.708218 + Penalty 2663.662752 = -332910.045466
  nChanged 156
		SP:Iteration 6Q (34946.660000 sec): 3 clusters
  Score: Raw -335682.503600 + Penalty 2663.662752 = -333018.840848
  nChanged 131
		SP:Iteration 7Q (34946.840000 sec): 3 clusters
  Score: Raw -335761.570243 + Penalty 2663.662752 = -333097.907490
  nChanged 95
		SP:Iteration 8Q (34947.010000 sec): 3 clusters
  Score: Raw -335814.995840 + Penalty 2663.662752 = -333151.333088
  nChanged 85
		SP:Iteration 9Q (34947.210000 sec): 3 clusters
  Score: Raw -335864.323614 + Penalty 2663.662752 = -333200.660862
  nChanged 80
		SP:Iteration 10Q (34947.400000 sec): 3 clusters
  Score: Raw -335909.565442 + Penalty 2663.662752 = -333245.902690
  nChanged 66
		SP:Iteration 11Q (34947.600000 sec): 3 clusters
  Score: Raw -335942.013934 + Penalty 2663.662752 = -333278.351182
  nChanged 54
		SP:Iteration 12Q (34947.810000 sec): 3 clusters
  Score: Raw -335965.007820 + Penalty 2663.662752 = -333301.345068
  nChanged 46
		SP:Iteration 13Q (34947.960000 sec): 3 clusters
  Score: Raw -335981.953210 + Penalty 2663.662752 = -333318.290458
  nChanged 33
		SP:Iteration 14Q (34948.110000 sec): 3 clusters
  Score: Raw -335995.518078 + Penalty 2663.662752 = -333331.855326
  nChanged 38
		SP:Iteration 15Q (34948.280000 sec): 3 clusters
  Score: Raw -336010.313705 + Penalty 2663.662752 = -333346.650953
  nChanged 20
		SP:Iteration 16Q (34948.460000 sec): 3 clusters
  Score: Raw -336017.913663 + Penalty 2663.662752 = -333354.250911
  nChanged 23
		SP:Iteration 17Q (34948.610000 sec): 3 clusters
  Score: Raw -336025.431200 + Penalty 2663.662752 = -333361.768448
  nChanged 19
		SP:Iteration 18Q (34948.780000 sec): 3 clusters
  Score: Raw -336032.138500 + Penalty 2663.662752 = -333368.475747
  nChanged 16
		SP:Iteration 19Q (34948.960000 sec): 3 clusters
  Score: Raw -336038.146823 + Penalty 2663.662752 = -333374.484071
  nChanged 18
		SP:Iteration 20F (34949.120000 sec): 3 clusters
  Score: Raw -336045.779850 + Penalty 2663.662752 = -333382.117098
  nChanged 20
		SP:Iteration 21Q (34949.300000 sec): 3 clusters
  Score: Raw -336053.273019 + Penalty 2663.662752 = -333389.610266
  nChanged 18
		SP:Iteration 22Q (34949.510000 sec): 3 clusters
  Score: Raw -336060.117886 + Penalty 2663.662752 = -333396.455134
  nChanged 20
		SP:Iteration 23Q (34949.700000 sec): 3 clusters
  Score: Raw -336069.246539 + Penalty 2663.662752 = -333405.583786
  nChanged 18
		SP:Iteration 24Q (34949.900000 sec): 3 clusters
  Score: Raw -336078.047051 + Penalty 2663.662752 = -333414.384299
  nChanged 22
		SP:Iteration 25Q (34950.120000 sec): 3 clusters
  Score: Raw -336086.953149 + Penalty 2663.662752 = -333423.290397
  nChanged 24
		SP:Iteration 26Q (34950.320000 sec): 3 clusters
  Score: Raw -336097.304385 + Penalty 2663.662752 = -333433.641633
  nChanged 31
		SP:Iteration 27Q (34950.480000 sec): 3 clusters
  Score: Raw -336117.489445 + Penalty 2663.662752 = -333453.826693
  nChanged 31
		SP:Iteration 28Q (34950.630000 sec): 3 clusters
  Score: Raw -336139.923873 + Penalty 2663.662752 = -333476.261121
  nChanged 39
		SP:Iteration 29Q (34950.820000 sec): 3 clusters
  Score: Raw -336161.678375 + Penalty 2663.662752 = -333498.015622
  nChanged 43
		SP:Iteration 30Q (34950.980000 sec): 3 clusters
  Score: Raw -336184.603734 + Penalty 2663.662752 = -333520.940982
  nChanged 38
		SP:Iteration 31Q (34951.180000 sec): 3 clusters
  Score: Raw -336206.450879 + Penalty 2663.662752 = -333542.788127
  nChanged 47
		SP:Iteration 32Q (34951.290000 sec): 3 clusters
  Score: Raw -336232.575793 + Penalty 2663.662752 = -333568.913041
  nChanged 44
		SP:Iteration 33Q (34951.440000 sec): 3 clusters
  Score: Raw -336253.194089 + Penalty 2663.662752 = -333589.531337
  nChanged 48
		SP:Iteration 34Q (34951.620000 sec): 3 clusters
  Score: Raw -336276.472113 + Penalty 2663.662752 = -333612.809360
  nChanged 34
		SP:Iteration 35Q (34951.830000 sec): 3 clusters
  Score: Raw -336295.593004 + Penalty 2663.662752 = -333631.930251
  nChanged 34
		SP:Iteration 36Q (34952.020000 sec): 3 clusters
  Score: Raw -336309.979369 + Penalty 2663.662752 = -333646.316617
  nChanged 35
		SP:Iteration 37Q (34952.260000 sec): 3 clusters
  Score: Raw -336325.948525 + Penalty 2663.662752 = -333662.285773
  nChanged 31
		SP:Iteration 38Q (34952.460000 sec): 3 clusters
  Score: Raw -336339.443398 + Penalty 2663.662752 = -333675.780646
  nChanged 34
		SP:Iteration 39Q (34952.590000 sec): 3 clusters
  Score: Raw -336353.367366 + Penalty 2663.662752 = -333689.704614
  nChanged 27
		SP:Iteration 40F (34952.770000 sec): 3 clusters
  Score: Raw -336362.935818 + Penalty 2663.662752 = -333699.273065
  nChanged 17
		SP:Iteration 41Q (34952.940000 sec): 3 clusters
  Score: Raw -336369.105722 + Penalty 2663.662752 = -333705.442970
  nChanged 22
		SP:Iteration 42Q (34953.130000 sec): 3 clusters
  Score: Raw -336374.614552 + Penalty 2663.662752 = -333710.951800
  nChanged 11
		SP:Iteration 43Q (34953.320000 sec): 3 clusters
  Score: Raw -336377.503100 + Penalty 2663.662752 = -333713.840348
  nChanged 11
		SP:Iteration 44Q (34953.500000 sec): 3 clusters
  Score: Raw -336380.946317 + Penalty 2663.662752 = -333717.283565
  nChanged 12
		SP:Iteration 45Q (34953.640000 sec): 3 clusters
  Score: Raw -336384.571096 + Penalty 2663.662752 = -333720.908344
  nChanged 7
		SP:Iteration 46Q (34953.860000 sec): 3 clusters
  Score: Raw -336386.206208 + Penalty 2663.662752 = -333722.543455
  nChanged 7
		SP:Iteration 47Q (34954.080000 sec): 3 clusters
  Score: Raw -336388.087877 + Penalty 2663.662752 = -333724.425125
  nChanged 5
		SP:Iteration 48Q (34954.280000 sec): 3 clusters
  Score: Raw -336389.290975 + Penalty 2663.662752 = -333725.628223
  nChanged 7
		SP:Iteration 49Q (34954.500000 sec): 3 clusters
  Score: Raw -336391.142902 + Penalty 2663.662752 = -333727.480150
  nChanged 12
		SP:Iteration 50Q (34954.700000 sec): 3 clusters
  Score: Raw -336394.362090 + Penalty 2663.662752 = -333730.699338
  nChanged 11
		SP:Iteration 51Q (34954.880000 sec): 3 clusters
  Score: Raw -336397.676326 + Penalty 2663.662752 = -333734.013574
  nChanged 10
		SP:Iteration 52Q (34955.110000 sec): 3 clusters
  Score: Raw -336401.351235 + Penalty 2663.662752 = -333737.688483
  nChanged 11
		SP:Iteration 53Q (34955.350000 sec): 3 clusters
  Score: Raw -336404.321665 + Penalty 2663.662752 = -333740.658913
  nChanged 6
		SP:Iteration 54Q (34955.550000 sec): 3 clusters
  Score: Raw -336405.521693 + Penalty 2663.662752 = -333741.858941
  nChanged 5
		SP:Iteration 55Q (34955.720000 sec): 3 clusters
  Score: Raw -336407.070681 + Penalty 2663.662752 = -333743.407928
  nChanged 7
		SP:Iteration 56Q (34955.860000 sec): 3 clusters
  Score: Raw -336408.983889 + Penalty 2663.662752 = -333745.321137
  nChanged 5
		SP:Iteration 57Q (34956.030000 sec): 3 clusters
  Score: Raw -336410.739897 + Penalty 2663.662752 = -333747.077145
  nChanged 5
		SP:Iteration 58Q (34956.180000 sec): 3 clusters
  Score: Raw -336412.473841 + Penalty 2663.662752 = -333748.811089
  nChanged 1
		SP:Iteration 59Q (34956.380000 sec): 3 clusters
  Score: Raw -336412.522732 + Penalty 2663.662752 = -333748.859980
  nChanged 1
		SP:Iteration 60F (34956.540000 sec): 3 clusters
  Score: Raw -336412.609702 + Penalty 2663.662752 = -333748.946950
  nChanged 1
		SP:Iteration 61Q (34956.700000 sec): 3 clusters
  Score: Raw -336412.845654 + Penalty 2663.662752 = -333749.182902
  nChanged 1
		SP:Iteration 62Q (34956.860000 sec): 3 clusters
  Score: Raw -336413.060511 + Penalty 2663.662752 = -333749.397759
  nChanged 1
		SP:Iteration 63Q (34957.020000 sec): 3 clusters
  Score: Raw -336413.168004 + Penalty 2663.662752 = -333749.505252
  nChanged 0
		SP:Iteration 64F (34957.180000 sec): 3 clusters
  Score: Raw -336413.168004 + Penalty 2663.662752 = -333749.505252
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (30135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34957.400000 sec): 2 clusters
  Score: Raw -2743562.948426 + Penalty 1675.934417 = -2741887.014009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34957.770000 sec): 3 clusters
  Score: Raw -2724954.582805 + Penalty 3351.868834 = -2721602.713971
  nChanged 13888
		SP:Iteration 1F (34958.130000 sec): 3 clusters
  Score: Raw -2733972.398282 + Penalty 3351.868834 = -2730620.529448
  nChanged 2258
		SP:Iteration 2F (34958.490000 sec): 3 clusters
  Score: Raw -2735514.495154 + Penalty 3351.868834 = -2732162.626320
  nChanged 2246
		SP:Iteration 3F (34958.870000 sec): 3 clusters
  Score: Raw -2737090.873627 + Penalty 3351.868834 = -2733739.004793
  nChanged 2137
		SP:Iteration 4F (34959.200000 sec): 3 clusters
  Score: Raw -2738537.854738 + Penalty 3351.868834 = -2735185.985904
  nChanged 1896
		SP:Iteration 5F (34959.510000 sec): 3 clusters
  Score: Raw -2739663.360045 + Penalty 3351.868834 = -2736311.491211
  nChanged 1582
		SP:Iteration 6F (34959.890000 sec): 3 clusters
  Score: Raw -2740539.836959 + Penalty 3351.868834 = -2737187.968125
  nChanged 1235
		SP:Iteration 7Q (34960.270000 sec): 3 clusters
  Score: Raw -2741185.378511 + Penalty 3351.868834 = -2737833.509677
  nChanged 1062
		SP:Iteration 8Q (34960.640000 sec): 3 clusters
  Score: Raw -2741647.661495 + Penalty 3351.868834 = -2738295.792661
  nChanged 806
		SP:Iteration 9Q (34961.070000 sec): 3 clusters
  Score: Raw -2741909.543873 + Penalty 3351.868834 = -2738557.675039
  nChanged 608
		SP:Iteration 10Q (34961.480000 sec): 3 clusters
  Score: Raw -2742058.796558 + Penalty 3351.868834 = -2738706.927724
  nChanged 458
		SP:Iteration 11Q (34961.890000 sec): 3 clusters
  Score: Raw -2742165.014011 + Penalty 3351.868834 = -2738813.145177
  nChanged 376
		SP:Iteration 12Q (34962.290000 sec): 3 clusters
  Score: Raw -2742246.549983 + Penalty 3351.868834 = -2738894.681149
  nChanged 349
		SP:Iteration 13Q (34962.710000 sec): 3 clusters
  Score: Raw -2742323.081919 + Penalty 3351.868834 = -2738971.213085
  nChanged 316
		SP:Iteration 14Q (34963.110000 sec): 3 clusters
  Score: Raw -2742386.386965 + Penalty 3351.868834 = -2739034.518131
  nChanged 265
		SP:Iteration 15Q (34963.520000 sec): 3 clusters
  Score: Raw -2742438.565245 + Penalty 3351.868834 = -2739086.696411
  nChanged 240
		SP:Iteration 16Q (34963.930000 sec): 3 clusters
  Score: Raw -2742480.505195 + Penalty 3351.868834 = -2739128.636361
  nChanged 212
		SP:Iteration 17Q (34964.340000 sec): 3 clusters
  Score: Raw -2742515.553986 + Penalty 3351.868834 = -2739163.685152
  nChanged 189
		SP:Iteration 18Q (34964.750000 sec): 3 clusters
  Score: Raw -2742545.428183 + Penalty 3351.868834 = -2739193.559349
  nChanged 174
		SP:Iteration 19Q (34965.160000 sec): 3 clusters
  Score: Raw -2742569.848230 + Penalty 3351.868834 = -2739217.979396
  nChanged 159
		SP:Iteration 20F (34965.500000 sec): 3 clusters
  Score: Raw -2742590.182005 + Penalty 3351.868834 = -2739238.313171
  nChanged 147
		SP:Iteration 21Q (34965.850000 sec): 3 clusters
  Score: Raw -2742608.069907 + Penalty 3351.868834 = -2739256.201073
  nChanged 140
		SP:Iteration 22Q (34966.200000 sec): 3 clusters
  Score: Raw -2742628.858410 + Penalty 3351.868834 = -2739276.989576
  nChanged 140
		SP:Iteration 23Q (34966.540000 sec): 3 clusters
  Score: Raw -2742650.822653 + Penalty 3351.868834 = -2739298.953819
  nChanged 140
		SP:Iteration 24Q (34966.880000 sec): 3 clusters
  Score: Raw -2742671.011848 + Penalty 3351.868834 = -2739319.143014
  nChanged 137
		SP:Iteration 25Q (34967.290000 sec): 3 clusters
  Score: Raw -2742691.891028 + Penalty 3351.868834 = -2739340.022194
  nChanged 142
		SP:Iteration 26Q (34967.560000 sec): 3 clusters
  Score: Raw -2742712.692452 + Penalty 3351.868834 = -2739360.823618
  nChanged 147
		SP:Iteration 27Q (34967.980000 sec): 3 clusters
  Score: Raw -2742735.691576 + Penalty 3351.868834 = -2739383.822742
  nChanged 159
		SP:Iteration 28Q (34968.310000 sec): 3 clusters
  Score: Raw -2742763.507698 + Penalty 3351.868834 = -2739411.638864
  nChanged 186
		SP:Iteration 29Q (34968.670000 sec): 3 clusters
  Score: Raw -2742799.134674 + Penalty 3351.868834 = -2739447.265840
  nChanged 184
		SP:Iteration 30Q (34969.130000 sec): 3 clusters
  Score: Raw -2742835.260411 + Penalty 3351.868834 = -2739483.391577
  nChanged 203
		SP:Iteration 31Q (34969.480000 sec): 3 clusters
  Score: Raw -2742870.842719 + Penalty 3351.868834 = -2739518.973885
  nChanged 193
		SP:Iteration 32Q (34969.770000 sec): 3 clusters
  Score: Raw -2742906.391588 + Penalty 3351.868834 = -2739554.522754
  nChanged 203
		SP:Iteration 33Q (34970.040000 sec): 3 clusters
  Score: Raw -2742941.277126 + Penalty 3351.868834 = -2739589.408292
  nChanged 203
		SP:Iteration 34Q (34970.400000 sec): 3 clusters
  Score: Raw -2742977.886578 + Penalty 3351.868834 = -2739626.017744
  nChanged 213
		SP:Iteration 35Q (34970.680000 sec): 3 clusters
  Score: Raw -2743019.580186 + Penalty 3351.868834 = -2739667.711352
  nChanged 224
		SP:Iteration 36Q (34971.150000 sec): 3 clusters
  Score: Raw -2743058.546764 + Penalty 3351.868834 = -2739706.677930
  nChanged 216
		SP:Iteration 37Q (34971.510000 sec): 3 clusters
  Score: Raw -2743096.657009 + Penalty 3351.868834 = -2739744.788175
  nChanged 245
		SP:Iteration 38Q (34971.850000 sec): 3 clusters
  Score: Raw -2743148.118499 + Penalty 3351.868834 = -2739796.249665
  nChanged 258
		SP:Iteration 39Q (34972.200000 sec): 3 clusters
  Score: Raw -2743200.276478 + Penalty 3351.868834 = -2739848.407644
  nChanged 273
		SP:Iteration 40F (34972.530000 sec): 3 clusters
  Score: Raw -2743254.166934 + Penalty 3351.868834 = -2739902.298100
  nChanged 247
		SP:Iteration 41Q (34972.890000 sec): 3 clusters
  Score: Raw -2743298.176420 + Penalty 3351.868834 = -2739946.307586
  nChanged 222
		SP:Iteration 42Q (34973.300000 sec): 3 clusters
  Score: Raw -2743333.621468 + Penalty 3351.868834 = -2739981.752634
  nChanged 208
		SP:Iteration 43Q (34973.690000 sec): 3 clusters
  Score: Raw -2743368.554494 + Penalty 3351.868834 = -2740016.685660
  nChanged 223
		SP:Iteration 44Q (34973.990000 sec): 3 clusters
  Score: Raw -2743408.998501 + Penalty 3351.868834 = -2740057.129667
  nChanged 225
		SP:Iteration 45Q (34974.370000 sec): 3 clusters
  Score: Raw -2743460.579505 + Penalty 3351.868834 = -2740108.710672
  nChanged 215
		SP:Iteration 46Q (34974.760000 sec): 3 clusters
  Score: Raw -2743507.573968 + Penalty 3351.868834 = -2740155.705134
  nChanged 200
		SP:Iteration 47Q (34975.130000 sec): 3 clusters
  Score: Raw -2743550.301500 + Penalty 3351.868834 = -2740198.432666
  nChanged 180
		SP:Iteration 48Q (34975.440000 sec): 3 clusters
  Score: Raw -2743588.836502 + Penalty 3351.868834 = -2740236.967668
  nChanged 183
		SP:Iteration 49Q (34975.780000 sec): 3 clusters
  Score: Raw -2743627.301625 + Penalty 3351.868834 = -2740275.432791
  nChanged 159
		SP:Iteration 50Q (34976.140000 sec): 3 clusters
  Score: Raw -2743660.201275 + Penalty 3351.868834 = -2740308.332441
  nChanged 166
		SP:Iteration 51Q (34976.520000 sec): 3 clusters
  Score: Raw -2743696.844110 + Penalty 3351.868834 = -2740344.975276
  nChanged 172
		SP:Iteration 52Q (34976.860000 sec): 3 clusters
  Score: Raw -2743736.172760 + Penalty 3351.868834 = -2740384.303926
  nChanged 159
		SP:Iteration 53Q (34977.140000 sec): 3 clusters
  Score: Raw -2743772.796054 + Penalty 3351.868834 = -2740420.927220
  nChanged 175
		SP:Iteration 54Q (34977.440000 sec): 3 clusters
  Score: Raw -2743808.631247 + Penalty 3351.868834 = -2740456.762413
  nChanged 163
		SP:Iteration 55Q (34977.790000 sec): 3 clusters
  Score: Raw -2743842.260551 + Penalty 3351.868834 = -2740490.391717
  nChanged 168
		SP:Iteration 56Q (34978.100000 sec): 3 clusters
  Score: Raw -2743871.618186 + Penalty 3351.868834 = -2740519.749352
  nChanged 152
		SP:Iteration 57Q (34978.480000 sec): 3 clusters
  Score: Raw -2743901.235255 + Penalty 3351.868834 = -2740549.366421
  nChanged 163
		SP:Iteration 58Q (34978.810000 sec): 3 clusters
  Score: Raw -2743933.154026 + Penalty 3351.868834 = -2740581.285192
  nChanged 175
		SP:Iteration 59Q (34979.200000 sec): 3 clusters
  Score: Raw -2743963.891973 + Penalty 3351.868834 = -2740612.023139
  nChanged 146
		SP:Iteration 60F (34979.560000 sec): 3 clusters
  Score: Raw -2743992.388494 + Penalty 3351.868834 = -2740640.519660
  nChanged 155
		SP:Iteration 61Q (34979.910000 sec): 3 clusters
  Score: Raw -2744026.718257 + Penalty 3351.868834 = -2740674.849423
  nChanged 158
		SP:Iteration 62Q (34980.380000 sec): 3 clusters
  Score: Raw -2744066.995338 + Penalty 3351.868834 = -2740715.126505
  nChanged 173
		SP:Iteration 63Q (34980.720000 sec): 3 clusters
  Score: Raw -2744116.867082 + Penalty 3351.868834 = -2740764.998248
  nChanged 184
		SP:Iteration 64Q (34981.030000 sec): 3 clusters
  Score: Raw -2744167.240137 + Penalty 3351.868834 = -2740815.371303
  nChanged 196
		SP:Iteration 65Q (34981.380000 sec): 3 clusters
  Score: Raw -2744221.454344 + Penalty 3351.868834 = -2740869.585511
  nChanged 223
		SP:Iteration 66Q (34981.700000 sec): 3 clusters
  Score: Raw -2744301.293014 + Penalty 3351.868834 = -2740949.424180
  nChanged 243
		SP:Iteration 67Q (34982.010000 sec): 3 clusters
  Score: Raw -2744396.790301 + Penalty 3351.868834 = -2741044.921467
  nChanged 259
		SP:Iteration 68Q (34982.300000 sec): 3 clusters
  Score: Raw -2744505.519330 + Penalty 3351.868834 = -2741153.650496
  nChanged 316
		SP:Iteration 69Q (34982.570000 sec): 3 clusters
  Score: Raw -2744667.273063 + Penalty 3351.868834 = -2741315.404229
  nChanged 356
		SP:Iteration 70Q (34982.880000 sec): 3 clusters
  Score: Raw -2744910.595951 + Penalty 3351.868834 = -2741558.727118
  nChanged 420
		SP:Iteration 71Q (34983.180000 sec): 3 clusters
  Score: Raw -2745270.772162 + Penalty 3351.868834 = -2741918.903328
  nChanged 418
		SP:Iteration 72Q (34983.560000 sec): 3 clusters
  Score: Raw -2745612.098489 + Penalty 3351.868834 = -2742260.229655
  nChanged 330
		SP:Iteration 73Q (34983.960000 sec): 3 clusters
  Score: Raw -2745812.046067 + Penalty 3351.868834 = -2742460.177233
  nChanged 281
		SP:Iteration 74Q (34984.330000 sec): 3 clusters
  Score: Raw -2745940.179252 + Penalty 3351.868834 = -2742588.310418
  nChanged 212
		SP:Iteration 75Q (34984.760000 sec): 3 clusters
  Score: Raw -2746012.992483 + Penalty 3351.868834 = -2742661.123649
  nChanged 149
		SP:Iteration 76Q (34985.100000 sec): 3 clusters
  Score: Raw -2746048.180583 + Penalty 3351.868834 = -2742696.311749
  nChanged 107
		SP:Iteration 77Q (34985.490000 sec): 3 clusters
  Score: Raw -2746067.391025 + Penalty 3351.868834 = -2742715.522191
  nChanged 72
		SP:Iteration 78Q (34985.820000 sec): 3 clusters
  Score: Raw -2746078.515324 + Penalty 3351.868834 = -2742726.646490
  nChanged 47
		SP:Iteration 79Q (34986.180000 sec): 3 clusters
  Score: Raw -2746084.320156 + Penalty 3351.868834 = -2742732.451322
  nChanged 46
		SP:Iteration 80F (34986.510000 sec): 3 clusters
  Score: Raw -2746090.889080 + Penalty 3351.868834 = -2742739.020246
  nChanged 41
		SP:Iteration 81Q (34986.920000 sec): 3 clusters
  Score: Raw -2746096.560871 + Penalty 3351.868834 = -2742744.692037
  nChanged 32
		SP:Iteration 82Q (34987.290000 sec): 3 clusters
  Score: Raw -2746100.312204 + Penalty 3351.868834 = -2742748.443370
  nChanged 21
		SP:Iteration 83Q (34987.660000 sec): 3 clusters
  Score: Raw -2746102.792889 + Penalty 3351.868834 = -2742750.924055
  nChanged 17
		SP:Iteration 84Q (34987.970000 sec): 3 clusters
  Score: Raw -2746104.833387 + Penalty 3351.868834 = -2742752.964553
  nChanged 18
		SP:Iteration 85Q (34988.340000 sec): 3 clusters
  Score: Raw -2746106.760757 + Penalty 3351.868834 = -2742754.891923
  nChanged 12
		SP:Iteration 86Q (34988.650000 sec): 3 clusters
  Score: Raw -2746107.470562 + Penalty 3351.868834 = -2742755.601728
  nChanged 14
		SP:Iteration 87Q (34989.000000 sec): 3 clusters
  Score: Raw -2746108.488871 + Penalty 3351.868834 = -2742756.620037
  nChanged 13
		SP:Iteration 88Q (34989.370000 sec): 3 clusters
  Score: Raw -2746109.439840 + Penalty 3351.868834 = -2742757.571006
  nChanged 7
		SP:Iteration 89Q (34989.680000 sec): 3 clusters
  Score: Raw -2746110.016353 + Penalty 3351.868834 = -2742758.147519
  nChanged 10
		SP:Iteration 90Q (34990.060000 sec): 3 clusters
  Score: Raw -2746110.887295 + Penalty 3351.868834 = -2742759.018461
  nChanged 7
		SP:Iteration 91Q (34990.370000 sec): 3 clusters
  Score: Raw -2746111.911763 + Penalty 3351.868834 = -2742760.042929
  nChanged 10
		SP:Iteration 92Q (34990.680000 sec): 3 clusters
  Score: Raw -2746112.579418 + Penalty 3351.868834 = -2742760.710585
  nChanged 3
		SP:Iteration 93Q (34991.060000 sec): 3 clusters
  Score: Raw -2746112.796329 + Penalty 3351.868834 = -2742760.927495
  nChanged 4
		SP:Iteration 94Q (34991.440000 sec): 3 clusters
  Score: Raw -2746113.134195 + Penalty 3351.868834 = -2742761.265361
  nChanged 6
		SP:Iteration 95Q (34991.780000 sec): 3 clusters
  Score: Raw -2746113.823042 + Penalty 3351.868834 = -2742761.954208
  nChanged 7
		SP:Iteration 96Q (34992.110000 sec): 3 clusters
  Score: Raw -2746114.780903 + Penalty 3351.868834 = -2742762.912069
  nChanged 9
		SP:Iteration 97Q (34992.450000 sec): 3 clusters
  Score: Raw -2746116.017879 + Penalty 3351.868834 = -2742764.149045
  nChanged 5
		SP:Iteration 98Q (34992.770000 sec): 3 clusters
  Score: Raw -2746116.390004 + Penalty 3351.868834 = -2742764.521170
  nChanged 5
		SP:Iteration 99Q (34993.160000 sec): 3 clusters
  Score: Raw -2746116.717312 + Penalty 3351.868834 = -2742764.848479
  nChanged 3
		SP:Iteration 100F (34993.480000 sec): 3 clusters
  Score: Raw -2746116.918896 + Penalty 3351.868834 = -2742765.050062
  nChanged 1
		SP:Iteration 101Q (34993.850000 sec): 3 clusters
  Score: Raw -2746116.981491 + Penalty 3351.868834 = -2742765.112657
  nChanged 1
		SP:Iteration 102Q (34994.190000 sec): 3 clusters
  Score: Raw -2746117.008252 + Penalty 3351.868834 = -2742765.139418
  nChanged 0
		SP:Iteration 103F (34994.520000 sec): 3 clusters
  Score: Raw -2746117.008252 + Penalty 3351.868834 = -2742765.139418
  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 7.98 GB.

 Trying to split cluster 31 (3151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34994.660000 sec): 2 clusters
  Score: Raw -274791.408252 + Penalty 1309.014711 = -273482.393541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34994.930000 sec): 3 clusters
  Score: Raw -273275.553093 + Penalty 2618.029421 = -270657.523672
  nChanged 1197
		SP:Iteration 1F (34995.130000 sec): 3 clusters
  Score: Raw -274055.974231 + Penalty 2618.029421 = -271437.944810
  nChanged 316
		SP:Iteration 2F (34995.320000 sec): 3 clusters
  Score: Raw -274360.078283 + Penalty 2618.029421 = -271742.048862
  nChanged 234
		SP:Iteration 3F (34995.520000 sec): 3 clusters
  Score: Raw -274589.841723 + Penalty 2618.029421 = -271971.812302
  nChanged 216
		SP:Iteration 4F (34995.720000 sec): 3 clusters
  Score: Raw -274810.626985 + Penalty 2618.029421 = -272192.597564
  nChanged 172
		SP:Iteration 5F (34995.930000 sec): 3 clusters
  Score: Raw -275014.739555 + Penalty 2618.029421 = -272396.710134
  nChanged 166
		SP:Iteration 6F (34996.110000 sec): 3 clusters
  Score: Raw -275164.296781 + Penalty 2618.029421 = -272546.267360
  nChanged 141
		SP:Iteration 7Q (34996.280000 sec): 3 clusters
  Score: Raw -275284.958692 + Penalty 2618.029421 = -272666.929271
  nChanged 105
		SP:Iteration 8Q (34996.450000 sec): 3 clusters
  Score: Raw -275357.185693 + Penalty 2618.029421 = -272739.156272
  nChanged 71
		SP:Iteration 9Q (34996.650000 sec): 3 clusters
  Score: Raw -275420.362669 + Penalty 2618.029421 = -272802.333248
  nChanged 81
		SP:Iteration 10Q (34996.810000 sec): 3 clusters
  Score: Raw -275499.041157 + Penalty 2618.029421 = -272881.011736
  nChanged 97
		SP:Iteration 11Q (34997.010000 sec): 3 clusters
  Score: Raw -275618.997599 + Penalty 2618.029421 = -273000.968178
  nChanged 106
		SP:Iteration 12Q (34997.180000 sec): 3 clusters
  Score: Raw -275745.544635 + Penalty 2618.029421 = -273127.515214
  nChanged 107
		SP:Iteration 13Q (34997.330000 sec): 3 clusters
  Score: Raw -275842.950191 + Penalty 2618.029421 = -273224.920770
  nChanged 84
		SP:Iteration 14Q (34997.470000 sec): 3 clusters
  Score: Raw -275913.579491 + Penalty 2618.029421 = -273295.550070
  nChanged 64
		SP:Iteration 15Q (34997.660000 sec): 3 clusters
  Score: Raw -275963.620305 + Penalty 2618.029421 = -273345.590884
  nChanged 51
		SP:Iteration 16Q (34997.840000 sec): 3 clusters
  Score: Raw -275994.129425 + Penalty 2618.029421 = -273376.100004
  nChanged 29
		SP:Iteration 17Q (34998.030000 sec): 3 clusters
  Score: Raw -276004.709229 + Penalty 2618.029421 = -273386.679808
  nChanged 15
		SP:Iteration 18Q (34998.210000 sec): 3 clusters
  Score: Raw -276008.448821 + Penalty 2618.029421 = -273390.419400
  nChanged 12
		SP:Iteration 19Q (34998.400000 sec): 3 clusters
  Score: Raw -276011.815616 + Penalty 2618.029421 = -273393.786195
  nChanged 10
		SP:Iteration 20F (34998.600000 sec): 3 clusters
  Score: Raw -276016.372248 + Penalty 2618.029421 = -273398.342827
  nChanged 7
		SP:Iteration 21Q (34998.800000 sec): 3 clusters
  Score: Raw -276018.126255 + Penalty 2618.029421 = -273400.096834
  nChanged 5
		SP:Iteration 22Q (34999.000000 sec): 3 clusters
  Score: Raw -276019.264917 + Penalty 2618.029421 = -273401.235496
  nChanged 2
		SP:Iteration 23Q (34999.160000 sec): 3 clusters
  Score: Raw -276020.116481 + Penalty 2618.029421 = -273402.087060
  nChanged 1
		SP:Iteration 24Q (34999.350000 sec): 3 clusters
  Score: Raw -276020.361280 + Penalty 2618.029421 = -273402.331859
  nChanged 2
		SP:Iteration 25Q (34999.490000 sec): 3 clusters
  Score: Raw -276020.896450 + Penalty 2618.029421 = -273402.867029
  nChanged 3
		SP:Iteration 26Q (34999.640000 sec): 3 clusters
  Score: Raw -276021.566664 + Penalty 2618.029421 = -273403.537243
  nChanged 3
		SP:Iteration 27Q (34999.800000 sec): 3 clusters
  Score: Raw -276022.985694 + Penalty 2618.029421 = -273404.956273
  nChanged 5
		SP:Iteration 28Q (35000.010000 sec): 3 clusters
  Score: Raw -276025.152410 + Penalty 2618.029421 = -273407.122989
  nChanged 5
		SP:Iteration 29Q (35000.170000 sec): 3 clusters
  Score: Raw -276027.151533 + Penalty 2618.029421 = -273409.122112
  nChanged 5
		SP:Iteration 30Q (35000.360000 sec): 3 clusters
  Score: Raw -276028.301118 + Penalty 2618.029421 = -273410.271697
  nChanged 0
		SP:Iteration 31F (35000.490000 sec): 3 clusters
  Score: Raw -276028.301118 + Penalty 2618.029421 = -273410.271697
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (19964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35000.720000 sec): 2 clusters
  Score: Raw -1983104.259700 + Penalty 1609.023964 = -1981495.235736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35001.100000 sec): 3 clusters
  Score: Raw -1971068.399461 + Penalty 3218.047927 = -1967850.351534
  nChanged 8985
		SP:Iteration 1F (35001.380000 sec): 3 clusters
  Score: Raw -1976079.106837 + Penalty 3218.047927 = -1972861.058910
  nChanged 1132
		SP:Iteration 2F (35001.640000 sec): 3 clusters
  Score: Raw -1976583.275511 + Penalty 3218.047927 = -1973365.227583
  nChanged 1142
		SP:Iteration 3F (35001.920000 sec): 3 clusters
  Score: Raw -1977188.946468 + Penalty 3218.047927 = -1973970.898540
  nChanged 1226
		SP:Iteration 4F (35002.190000 sec): 3 clusters
  Score: Raw -1977997.655405 + Penalty 3218.047927 = -1974779.607477
  nChanged 1353
		SP:Iteration 5F (35002.450000 sec): 3 clusters
  Score: Raw -1978930.439177 + Penalty 3218.047927 = -1975712.391250
  nChanged 1329
		SP:Iteration 6F (35002.750000 sec): 3 clusters
  Score: Raw -1979786.999642 + Penalty 3218.047927 = -1976568.951715
  nChanged 1104
		SP:Iteration 7F (35003.070000 sec): 3 clusters
  Score: Raw -1980409.102091 + Penalty 3218.047927 = -1977191.054164
  nChanged 887
		SP:Iteration 8Q (35003.340000 sec): 3 clusters
  Score: Raw -1980858.536042 + Penalty 3218.047927 = -1977640.488115
  nChanged 701
		SP:Iteration 9Q (35003.610000 sec): 3 clusters
  Score: Raw -1981155.086665 + Penalty 3218.047927 = -1977937.038738
  nChanged 571
		SP:Iteration 10Q (35003.900000 sec): 3 clusters
  Score: Raw -1981396.415087 + Penalty 3218.047927 = -1978178.367160
  nChanged 511
		SP:Iteration 11Q (35004.200000 sec): 3 clusters
  Score: Raw -1981595.287940 + Penalty 3218.047927 = -1978377.240012
  nChanged 417
		SP:Iteration 12Q (35004.480000 sec): 3 clusters
  Score: Raw -1981762.146692 + Penalty 3218.047927 = -1978544.098764
  nChanged 406
		SP:Iteration 13Q (35004.730000 sec): 3 clusters
  Score: Raw -1981929.925039 + Penalty 3218.047927 = -1978711.877112
  nChanged 389
		SP:Iteration 14Q (35005.000000 sec): 3 clusters
  Score: Raw -1982091.510343 + Penalty 3218.047927 = -1978873.462416
  nChanged 396
		SP:Iteration 15Q (35005.300000 sec): 3 clusters
  Score: Raw -1982266.369751 + Penalty 3218.047927 = -1979048.321823
  nChanged 377
		SP:Iteration 16Q (35005.590000 sec): 3 clusters
  Score: Raw -1982420.554120 + Penalty 3218.047927 = -1979202.506192
  nChanged 308
		SP:Iteration 17Q (35005.870000 sec): 3 clusters
  Score: Raw -1982537.488916 + Penalty 3218.047927 = -1979319.440988
  nChanged 274
		SP:Iteration 18Q (35006.130000 sec): 3 clusters
  Score: Raw -1982637.160441 + Penalty 3218.047927 = -1979419.112514
  nChanged 253
		SP:Iteration 19Q (35006.400000 sec): 3 clusters
  Score: Raw -1982711.342794 + Penalty 3218.047927 = -1979493.294866
  nChanged 204
		SP:Iteration 20F (35006.680000 sec): 3 clusters
  Score: Raw -1982764.593741 + Penalty 3218.047927 = -1979546.545813
  nChanged 181
		SP:Iteration 21Q (35006.960000 sec): 3 clusters
  Score: Raw -1982803.607845 + Penalty 3218.047927 = -1979585.559918
  nChanged 162
		SP:Iteration 22Q (35007.220000 sec): 3 clusters
  Score: Raw -1982837.750068 + Penalty 3218.047927 = -1979619.702141
  nChanged 147
		SP:Iteration 23Q (35007.510000 sec): 3 clusters
  Score: Raw -1982861.993616 + Penalty 3218.047927 = -1979643.945688
  nChanged 112
		SP:Iteration 24Q (35007.740000 sec): 3 clusters
  Score: Raw -1982881.889923 + Penalty 3218.047927 = -1979663.841996
  nChanged 117
		SP:Iteration 25Q (35008.060000 sec): 3 clusters
  Score: Raw -1982902.361332 + Penalty 3218.047927 = -1979684.313405
  nChanged 106
		SP:Iteration 26Q (35008.420000 sec): 3 clusters
  Score: Raw -1982918.895225 + Penalty 3218.047927 = -1979700.847298
  nChanged 103
		SP:Iteration 27Q (35008.710000 sec): 3 clusters
  Score: Raw -1982934.507656 + Penalty 3218.047927 = -1979716.459728
  nChanged 98
		SP:Iteration 28Q (35009.030000 sec): 3 clusters
  Score: Raw -1982948.128997 + Penalty 3218.047927 = -1979730.081070
  nChanged 108
		SP:Iteration 29Q (35009.310000 sec): 3 clusters
  Score: Raw -1982964.390721 + Penalty 3218.047927 = -1979746.342794
  nChanged 102
		SP:Iteration 30Q (35009.590000 sec): 3 clusters
  Score: Raw -1982979.941116 + Penalty 3218.047927 = -1979761.893188
  nChanged 108
		SP:Iteration 31Q (35009.850000 sec): 3 clusters
  Score: Raw -1982998.672416 + Penalty 3218.047927 = -1979780.624489
  nChanged 103
		SP:Iteration 32Q (35010.120000 sec): 3 clusters
  Score: Raw -1983015.376705 + Penalty 3218.047927 = -1979797.328777
  nChanged 97
		SP:Iteration 33Q (35010.370000 sec): 3 clusters
  Score: Raw -1983031.238213 + Penalty 3218.047927 = -1979813.190285
  nChanged 100
		SP:Iteration 34Q (35010.620000 sec): 3 clusters
  Score: Raw -1983049.058719 + Penalty 3218.047927 = -1979831.010792
  nChanged 106
		SP:Iteration 35Q (35010.910000 sec): 3 clusters
  Score: Raw -1983070.513188 + Penalty 3218.047927 = -1979852.465261
  nChanged 115
		SP:Iteration 36Q (35011.190000 sec): 3 clusters
  Score: Raw -1983094.925210 + Penalty 3218.047927 = -1979876.877282
  nChanged 114
		SP:Iteration 37Q (35011.590000 sec): 3 clusters
  Score: Raw -1983118.730145 + Penalty 3218.047927 = -1979900.682218
  nChanged 125
		SP:Iteration 38Q (35011.950000 sec): 3 clusters
  Score: Raw -1983144.002306 + Penalty 3218.047927 = -1979925.954379
  nChanged 123
		SP:Iteration 39Q (35012.250000 sec): 3 clusters
  Score: Raw -1983171.379253 + Penalty 3218.047927 = -1979953.331325
  nChanged 152
		SP:Iteration 40F (35012.580000 sec): 3 clusters
  Score: Raw -1983208.529121 + Penalty 3218.047927 = -1979990.481194
  nChanged 153
		SP:Iteration 41Q (35012.860000 sec): 3 clusters
  Score: Raw -1983247.920126 + Penalty 3218.047927 = -1980029.872198
  nChanged 140
		SP:Iteration 42Q (35013.150000 sec): 3 clusters
  Score: Raw -1983283.704977 + Penalty 3218.047927 = -1980065.657049
  nChanged 149
		SP:Iteration 43Q (35013.360000 sec): 3 clusters
  Score: Raw -1983318.766119 + Penalty 3218.047927 = -1980100.718191
  nChanged 139
		SP:Iteration 44Q (35013.610000 sec): 3 clusters
  Score: Raw -1983351.601615 + Penalty 3218.047927 = -1980133.553688
  nChanged 136
		SP:Iteration 45Q (35013.910000 sec): 3 clusters
  Score: Raw -1983379.849767 + Penalty 3218.047927 = -1980161.801840
  nChanged 133
		SP:Iteration 46Q (35014.170000 sec): 3 clusters
  Score: Raw -1983408.545061 + Penalty 3218.047927 = -1980190.497134
  nChanged 115
		SP:Iteration 47Q (35014.520000 sec): 3 clusters
  Score: Raw -1983434.712950 + Penalty 3218.047927 = -1980216.665022
  nChanged 120
		SP:Iteration 48Q (35014.820000 sec): 3 clusters
  Score: Raw -1983467.054688 + Penalty 3218.047927 = -1980249.006760
  nChanged 122
		SP:Iteration 49Q (35015.110000 sec): 3 clusters
  Score: Raw -1983499.525078 + Penalty 3218.047927 = -1980281.477150
  nChanged 142
		SP:Iteration 50Q (35015.400000 sec): 3 clusters
  Score: Raw -1983537.496827 + Penalty 3218.047927 = -1980319.448900
  nChanged 137
		SP:Iteration 51Q (35015.670000 sec): 3 clusters
  Score: Raw -1983576.546204 + Penalty 3218.047927 = -1980358.498276
  nChanged 136
		SP:Iteration 52Q (35015.930000 sec): 3 clusters
  Score: Raw -1983612.944764 + Penalty 3218.047927 = -1980394.896837
  nChanged 133
		SP:Iteration 53Q (35016.230000 sec): 3 clusters
  Score: Raw -1983650.272659 + Penalty 3218.047927 = -1980432.224732
  nChanged 132
		SP:Iteration 54Q (35016.580000 sec): 3 clusters
  Score: Raw -1983690.011971 + Penalty 3218.047927 = -1980471.964044
  nChanged 138
		SP:Iteration 55Q (35016.870000 sec): 3 clusters
  Score: Raw -1983738.270548 + Penalty 3218.047927 = -1980520.222621
  nChanged 132
		SP:Iteration 56Q (35017.210000 sec): 3 clusters
  Score: Raw -1983782.132003 + Penalty 3218.047927 = -1980564.084075
  nChanged 140
		SP:Iteration 57Q (35017.480000 sec): 3 clusters
  Score: Raw -1983828.745287 + Penalty 3218.047927 = -1980610.697360
  nChanged 133
		SP:Iteration 58Q (35017.800000 sec): 3 clusters
  Score: Raw -1983873.986497 + Penalty 3218.047927 = -1980655.938570
  nChanged 126
		SP:Iteration 59Q (35018.130000 sec): 3 clusters
  Score: Raw -1983916.701139 + Penalty 3218.047927 = -1980698.653212
  nChanged 118
		SP:Iteration 60F (35018.410000 sec): 3 clusters
  Score: Raw -1983957.326055 + Penalty 3218.047927 = -1980739.278127
  nChanged 117
		SP:Iteration 61Q (35018.740000 sec): 3 clusters
  Score: Raw -1984001.305728 + Penalty 3218.047927 = -1980783.257801
  nChanged 116
		SP:Iteration 62Q (35019.010000 sec): 3 clusters
  Score: Raw -1984047.494120 + Penalty 3218.047927 = -1980829.446192
  nChanged 127
		SP:Iteration 63Q (35019.330000 sec): 3 clusters
  Score: Raw -1984098.143235 + Penalty 3218.047927 = -1980880.095307
  nChanged 126
		SP:Iteration 64Q (35019.650000 sec): 3 clusters
  Score: Raw -1984142.772556 + Penalty 3218.047927 = -1980924.724628
  nChanged 101
		SP:Iteration 65Q (35019.940000 sec): 3 clusters
  Score: Raw -1984174.275329 + Penalty 3218.047927 = -1980956.227402
  nChanged 86
		SP:Iteration 66Q (35020.260000 sec): 3 clusters
  Score: Raw -1984202.025565 + Penalty 3218.047927 = -1980983.977638
  nChanged 74
		SP:Iteration 67Q (35020.580000 sec): 3 clusters
  Score: Raw -1984224.620463 + Penalty 3218.047927 = -1981006.572536
  nChanged 75
		SP:Iteration 68Q (35020.830000 sec): 3 clusters
  Score: Raw -1984246.121334 + Penalty 3218.047927 = -1981028.073407
  nChanged 71
		SP:Iteration 69Q (35021.120000 sec): 3 clusters
  Score: Raw -1984267.435670 + Penalty 3218.047927 = -1981049.387743
  nChanged 56
		SP:Iteration 70Q (35021.340000 sec): 3 clusters
  Score: Raw -1984285.164345 + Penalty 3218.047927 = -1981067.116417
  nChanged 63
		SP:Iteration 71Q (35021.630000 sec): 3 clusters
  Score: Raw -1984309.183206 + Penalty 3218.047927 = -1981091.135278
  nChanged 53
		SP:Iteration 72Q (35021.870000 sec): 3 clusters
  Score: Raw -1984326.658979 + Penalty 3218.047927 = -1981108.611052
  nChanged 50
		SP:Iteration 73Q (35022.200000 sec): 3 clusters
  Score: Raw -1984345.733904 + Penalty 3218.047927 = -1981127.685977
  nChanged 59
		SP:Iteration 74Q (35022.500000 sec): 3 clusters
  Score: Raw -1984374.586738 + Penalty 3218.047927 = -1981156.538811
  nChanged 61
		SP:Iteration 75Q (35022.810000 sec): 3 clusters
  Score: Raw -1984402.253541 + Penalty 3218.047927 = -1981184.205614
  nChanged 41
		SP:Iteration 76Q (35023.110000 sec): 3 clusters
  Score: Raw -1984417.005297 + Penalty 3218.047927 = -1981198.957369
  nChanged 42
		SP:Iteration 77Q (35023.410000 sec): 3 clusters
  Score: Raw -1984429.210539 + Penalty 3218.047927 = -1981211.162612
  nChanged 44
		SP:Iteration 78Q (35023.720000 sec): 3 clusters
  Score: Raw -1984441.859594 + Penalty 3218.047927 = -1981223.811666
  nChanged 37
		SP:Iteration 79Q (35024.050000 sec): 3 clusters
  Score: Raw -1984453.162953 + Penalty 3218.047927 = -1981235.115026
  nChanged 36
		SP:Iteration 80F (35024.340000 sec): 3 clusters
  Score: Raw -1984463.761682 + Penalty 3218.047927 = -1981245.713754
  nChanged 34
		SP:Iteration 81Q (35024.630000 sec): 3 clusters
  Score: Raw -1984473.206468 + Penalty 3218.047927 = -1981255.158541
  nChanged 32
		SP:Iteration 82Q (35024.960000 sec): 3 clusters
  Score: Raw -1984481.985690 + Penalty 3218.047927 = -1981263.937762
  nChanged 28
		SP:Iteration 83Q (35025.250000 sec): 3 clusters
  Score: Raw -1984489.020789 + Penalty 3218.047927 = -1981270.972861
  nChanged 29
		SP:Iteration 84Q (35025.580000 sec): 3 clusters
  Score: Raw -1984496.529959 + Penalty 3218.047927 = -1981278.482031
  nChanged 24
		SP:Iteration 85Q (35025.870000 sec): 3 clusters
  Score: Raw -1984503.417853 + Penalty 3218.047927 = -1981285.369926
  nChanged 28
		SP:Iteration 86Q (35026.160000 sec): 3 clusters
  Score: Raw -1984513.172792 + Penalty 3218.047927 = -1981295.124864
  nChanged 30
		SP:Iteration 87Q (35026.450000 sec): 3 clusters
  Score: Raw -1984521.901602 + Penalty 3218.047927 = -1981303.853674
  nChanged 30
		SP:Iteration 88Q (35026.740000 sec): 3 clusters
  Score: Raw -1984530.898706 + Penalty 3218.047927 = -1981312.850778
  nChanged 30
		SP:Iteration 89Q (35027.060000 sec): 3 clusters
  Score: Raw -1984538.635315 + Penalty 3218.047927 = -1981320.587388
  nChanged 19
		SP:Iteration 90Q (35027.380000 sec): 3 clusters
  Score: Raw -1984543.216027 + Penalty 3218.047927 = -1981325.168099
  nChanged 17
		SP:Iteration 91Q (35027.680000 sec): 3 clusters
  Score: Raw -1984547.077597 + Penalty 3218.047927 = -1981329.029669
  nChanged 12
		SP:Iteration 92Q (35027.900000 sec): 3 clusters
  Score: Raw -1984550.264742 + Penalty 3218.047927 = -1981332.216814
  nChanged 11
		SP:Iteration 93Q (35028.220000 sec): 3 clusters
  Score: Raw -1984553.038971 + Penalty 3218.047927 = -1981334.991043
  nChanged 12
		SP:Iteration 94Q (35028.440000 sec): 3 clusters
  Score: Raw -1984555.739570 + Penalty 3218.047927 = -1981337.691643
  nChanged 12
		SP:Iteration 95Q (35028.720000 sec): 3 clusters
  Score: Raw -1984558.222517 + Penalty 3218.047927 = -1981340.174589
  nChanged 12
		SP:Iteration 96Q (35029.050000 sec): 3 clusters
  Score: Raw -1984560.697484 + Penalty 3218.047927 = -1981342.649556
  nChanged 8
		SP:Iteration 97Q (35029.350000 sec): 3 clusters
  Score: Raw -1984562.394011 + Penalty 3218.047927 = -1981344.346084
  nChanged 10
		SP:Iteration 98Q (35029.640000 sec): 3 clusters
  Score: Raw -1984564.606115 + Penalty 3218.047927 = -1981346.558188
  nChanged 12
		SP:Iteration 99Q (35029.940000 sec): 3 clusters
  Score: Raw -1984567.362528 + Penalty 3218.047927 = -1981349.314601
  nChanged 9
		SP:Iteration 100F (35030.230000 sec): 3 clusters
  Score: Raw -1984569.108702 + Penalty 3218.047927 = -1981351.060774
  nChanged 6
		SP:Iteration 101Q (35030.500000 sec): 3 clusters
  Score: Raw -1984570.233194 + Penalty 3218.047927 = -1981352.185266
  nChanged 6
		SP:Iteration 102Q (35030.810000 sec): 3 clusters
  Score: Raw -1984571.122183 + Penalty 3218.047927 = -1981353.074255
  nChanged 2
		SP:Iteration 103Q (35031.130000 sec): 3 clusters
  Score: Raw -1984571.420479 + Penalty 3218.047927 = -1981353.372552
  nChanged 4
		SP:Iteration 104Q (35031.430000 sec): 3 clusters
  Score: Raw -1984572.017959 + Penalty 3218.047927 = -1981353.970032
  nChanged 5
		SP:Iteration 105Q (35031.790000 sec): 3 clusters
  Score: Raw -1984572.610995 + Penalty 3218.047927 = -1981354.563067
  nChanged 3
		SP:Iteration 106Q (35032.060000 sec): 3 clusters
  Score: Raw -1984573.194745 + Penalty 3218.047927 = -1981355.146818
  nChanged 2
		SP:Iteration 107Q (35032.370000 sec): 3 clusters
  Score: Raw -1984573.749884 + Penalty 3218.047927 = -1981355.701957
  nChanged 2
		SP:Iteration 108Q (35032.640000 sec): 3 clusters
  Score: Raw -1984574.411582 + Penalty 3218.047927 = -1981356.363655
  nChanged 4
		SP:Iteration 109Q (35032.940000 sec): 3 clusters
  Score: Raw -1984575.024962 + Penalty 3218.047927 = -1981356.977034
  nChanged 2
		SP:Iteration 110Q (35033.200000 sec): 3 clusters
  Score: Raw -1984575.366061 + Penalty 3218.047927 = -1981357.318133
  nChanged 3
		SP:Iteration 111Q (35033.480000 sec): 3 clusters
  Score: Raw -1984576.057755 + Penalty 3218.047927 = -1981358.009828
  nChanged 4
		SP:Iteration 112Q (35033.750000 sec): 3 clusters
  Score: Raw -1984576.784498 + Penalty 3218.047927 = -1981358.736570
  nChanged 1
		SP:Iteration 113Q (35034.050000 sec): 3 clusters
  Score: Raw -1984576.925812 + Penalty 3218.047927 = -1981358.877885
  nChanged 1
		SP:Iteration 114Q (35034.320000 sec): 3 clusters
  Score: Raw -1984577.133885 + Penalty 3218.047927 = -1981359.085957
  nChanged 0
		SP:Iteration 115F (35034.590000 sec): 3 clusters
  Score: Raw -1984577.133885 + Penalty 3218.047927 = -1981359.085957
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (3396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35034.670000 sec): 2 clusters
  Score: Raw -327982.508041 + Penalty 1321.182451 = -326661.325589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35034.870000 sec): 3 clusters
  Score: Raw -326329.833115 + Penalty 2642.364903 = -323687.468212
  nChanged 1323
		SP:Iteration 1F (35035.020000 sec): 3 clusters
  Score: Raw -327203.689406 + Penalty 2642.364903 = -324561.324503
  nChanged 308
		SP:Iteration 2F (35035.180000 sec): 3 clusters
  Score: Raw -327460.942115 + Penalty 2642.364903 = -324818.577212
  nChanged 251
		SP:Iteration 3F (35035.340000 sec): 3 clusters
  Score: Raw -327664.877879 + Penalty 2642.364903 = -325022.512976
  nChanged 191
		SP:Iteration 4F (35035.510000 sec): 3 clusters
  Score: Raw -327841.037762 + Penalty 2642.364903 = -325198.672859
  nChanged 176
		SP:Iteration 5F (35035.700000 sec): 3 clusters
  Score: Raw -328031.019139 + Penalty 2642.364903 = -325388.654236
  nChanged 197
		SP:Iteration 6F (35035.870000 sec): 3 clusters
  Score: Raw -328230.214209 + Penalty 2642.364903 = -325587.849306
  nChanged 183
		SP:Iteration 7F (35036.050000 sec): 3 clusters
  Score: Raw -328434.159170 + Penalty 2642.364903 = -325791.794267
  nChanged 164
		SP:Iteration 8Q (35036.240000 sec): 3 clusters
  Score: Raw -328601.732768 + Penalty 2642.364903 = -325959.367865
  nChanged 130
		SP:Iteration 9Q (35036.380000 sec): 3 clusters
  Score: Raw -328728.526043 + Penalty 2642.364903 = -326086.161140
  nChanged 103
		SP:Iteration 10Q (35036.560000 sec): 3 clusters
  Score: Raw -328843.741083 + Penalty 2642.364903 = -326201.376181
  nChanged 78
		SP:Iteration 11Q (35036.700000 sec): 3 clusters
  Score: Raw -328914.402704 + Penalty 2642.364903 = -326272.037801
  nChanged 74
		SP:Iteration 12Q (35036.840000 sec): 3 clusters
  Score: Raw -328974.211165 + Penalty 2642.364903 = -326331.846262
  nChanged 59
		SP:Iteration 13Q (35037.010000 sec): 3 clusters
  Score: Raw -329038.862543 + Penalty 2642.364903 = -326396.497640
  nChanged 69
		SP:Iteration 14Q (35037.170000 sec): 3 clusters
  Score: Raw -329120.731424 + Penalty 2642.364903 = -326478.366521
  nChanged 54
		SP:Iteration 15Q (35037.340000 sec): 3 clusters
  Score: Raw -329187.199892 + Penalty 2642.364903 = -326544.834989
  nChanged 57
		SP:Iteration 16Q (35037.540000 sec): 3 clusters
  Score: Raw -329241.099412 + Penalty 2642.364903 = -326598.734509
  nChanged 37
		SP:Iteration 17Q (35037.720000 sec): 3 clusters
  Score: Raw -329261.947057 + Penalty 2642.364903 = -326619.582154
  nChanged 31
		SP:Iteration 18Q (35037.920000 sec): 3 clusters
  Score: Raw -329280.543494 + Penalty 2642.364903 = -326638.178591
  nChanged 32
		SP:Iteration 19Q (35038.100000 sec): 3 clusters
  Score: Raw -329296.019680 + Penalty 2642.364903 = -326653.654777
  nChanged 32
		SP:Iteration 20F (35038.280000 sec): 3 clusters
  Score: Raw -329317.923666 + Penalty 2642.364903 = -326675.558763
  nChanged 35
		SP:Iteration 21Q (35038.420000 sec): 3 clusters
  Score: Raw -329345.929415 + Penalty 2642.364903 = -326703.564512
  nChanged 36
		SP:Iteration 22Q (35038.640000 sec): 3 clusters
  Score: Raw -329394.539272 + Penalty 2642.364903 = -326752.174369
  nChanged 50
		SP:Iteration 23Q (35038.830000 sec): 3 clusters
  Score: Raw -329534.899069 + Penalty 2642.364903 = -326892.534166
  nChanged 55
		SP:Iteration 24Q (35039.080000 sec): 3 clusters
  Score: Raw -329721.354641 + Penalty 2642.364903 = -327078.989738
  nChanged 43
		SP:Iteration 25Q (35039.280000 sec): 3 clusters
  Score: Raw -329768.922249 + Penalty 2642.364903 = -327126.557346
  nChanged 26
		SP:Iteration 26Q (35039.540000 sec): 3 clusters
  Score: Raw -329783.322450 + Penalty 2642.364903 = -327140.957547
  nChanged 16
		SP:Iteration 27Q (35039.700000 sec): 3 clusters
  Score: Raw -329790.516453 + Penalty 2642.364903 = -327148.151550
  nChanged 6
		SP:Iteration 28Q (35039.890000 sec): 3 clusters
  Score: Raw -329792.513545 + Penalty 2642.364903 = -327150.148642
  nChanged 2
		SP:Iteration 29Q (35040.070000 sec): 3 clusters
  Score: Raw -329793.171026 + Penalty 2642.364903 = -327150.806123
  nChanged 1
		SP:Iteration 30Q (35040.290000 sec): 3 clusters
  Score: Raw -329793.434919 + Penalty 2642.364903 = -327151.070016
  nChanged 0
		SP:Iteration 31F (35040.470000 sec): 3 clusters
  Score: Raw -329793.434919 + Penalty 2642.364903 = -327151.070016
  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 7.98 GB.

 Trying to split cluster 34 (80429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35041.020000 sec): 2 clusters
  Score: Raw -8714448.000288 + Penalty 1835.458639 = -8712612.541649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35041.840000 sec): 3 clusters
  Score: Raw -8662423.678425 + Penalty 3670.917278 = -8658752.761146
  nChanged 38415
		SP:Iteration 1F (35042.530000 sec): 3 clusters
  Score: Raw -8685690.620386 + Penalty 3670.917278 = -8682019.703108
  nChanged 4104
		SP:Iteration 2F (35043.250000 sec): 3 clusters
  Score: Raw -8688240.354165 + Penalty 3670.917278 = -8684569.436887
  nChanged 5165
		SP:Iteration 3F (35043.870000 sec): 3 clusters
  Score: Raw -8692698.539233 + Penalty 3670.917278 = -8689027.621955
  nChanged 6406
		SP:Iteration 4F (35044.460000 sec): 3 clusters
  Score: Raw -8699888.641686 + Penalty 3670.917278 = -8696217.724408
  nChanged 7236
		SP:Iteration 5F (35045.060000 sec): 3 clusters
  Score: Raw -8709353.758851 + Penalty 3670.917278 = -8705682.841573
  nChanged 7109
		SP:Iteration 6F (35045.760000 sec): 3 clusters
  Score: Raw -8719553.250611 + Penalty 3670.917278 = -8715882.333332
  nChanged 5208
		SP:Iteration 7F (35046.350000 sec): 3 clusters
  Score: Raw -8727222.547281 + Penalty 3670.917278 = -8723551.630003
  nChanged 2463
		SP:Iteration 8Q (35046.990000 sec): 3 clusters
  Score: Raw -8729185.258321 + Penalty 3670.917278 = -8725514.341043
  nChanged 889
		SP:Iteration 9Q (35047.690000 sec): 3 clusters
  Score: Raw -8729391.785647 + Penalty 3670.917278 = -8725720.868369
  nChanged 326
		SP:Iteration 10Q (35048.300000 sec): 3 clusters
  Score: Raw -8729422.743853 + Penalty 3670.917278 = -8725751.826575
  nChanged 126
		SP:Iteration 11Q (35048.890000 sec): 3 clusters
  Score: Raw -8729430.518948 + Penalty 3670.917278 = -8725759.601670
  nChanged 61
		SP:Iteration 12Q (35049.550000 sec): 3 clusters
  Score: Raw -8729433.092276 + Penalty 3670.917278 = -8725762.174998
  nChanged 37
		SP:Iteration 13Q (35050.250000 sec): 3 clusters
  Score: Raw -8729434.566356 + Penalty 3670.917278 = -8725763.649078
  nChanged 29
		SP:Iteration 14Q (35050.880000 sec): 3 clusters
  Score: Raw -8729435.625099 + Penalty 3670.917278 = -8725764.707820
  nChanged 19
		SP:Iteration 15Q (35051.570000 sec): 3 clusters
  Score: Raw -8729436.154095 + Penalty 3670.917278 = -8725765.236816
  nChanged 18
		SP:Iteration 16Q (35052.170000 sec): 3 clusters
  Score: Raw -8729436.558831 + Penalty 3670.917278 = -8725765.641553
  nChanged 16
		SP:Iteration 17Q (35052.740000 sec): 3 clusters
  Score: Raw -8729436.954547 + Penalty 3670.917278 = -8725766.037268
  nChanged 12
		SP:Iteration 18Q (35053.320000 sec): 3 clusters
  Score: Raw -8729437.169715 + Penalty 3670.917278 = -8725766.252437
  nChanged 8
		SP:Iteration 19Q (35053.970000 sec): 3 clusters
  Score: Raw -8729437.277621 + Penalty 3670.917278 = -8725766.360343
  nChanged 4
		SP:Iteration 20F (35054.610000 sec): 3 clusters
  Score: Raw -8729437.356968 + Penalty 3670.917278 = -8725766.439690
  nChanged 5
		SP:Iteration 21Q (35055.290000 sec): 3 clusters
  Score: Raw -8729437.450571 + Penalty 3670.917278 = -8725766.533293
  nChanged 9
		SP:Iteration 22Q (35055.920000 sec): 3 clusters
  Score: Raw -8729437.630204 + Penalty 3670.917278 = -8725766.712926
  nChanged 11
		SP:Iteration 23Q (35056.590000 sec): 3 clusters
  Score: Raw -8729437.793897 + Penalty 3670.917278 = -8725766.876619
  nChanged 6
		SP:Iteration 24Q (35057.170000 sec): 3 clusters
  Score: Raw -8729437.882977 + Penalty 3670.917278 = -8725766.965699
  nChanged 3
		SP:Iteration 25Q (35057.780000 sec): 3 clusters
  Score: Raw -8729437.916153 + Penalty 3670.917278 = -8725766.998875
  nChanged 2
		SP:Iteration 26Q (35058.340000 sec): 3 clusters
  Score: Raw -8729437.944989 + Penalty 3670.917278 = -8725767.027711
  nChanged 2
		SP:Iteration 27Q (35058.970000 sec): 3 clusters
  Score: Raw -8729437.970801 + Penalty 3670.917278 = -8725767.053523
  nChanged 2
		SP:Iteration 28Q (35059.580000 sec): 3 clusters
  Score: Raw -8729437.996968 + Penalty 3670.917278 = -8725767.079690
  nChanged 2
		SP:Iteration 29Q (35060.300000 sec): 3 clusters
  Score: Raw -8729438.029644 + Penalty 3670.917278 = -8725767.112366
  nChanged 4
		SP:Iteration 30Q (35060.920000 sec): 3 clusters
  Score: Raw -8729438.080640 + Penalty 3670.917278 = -8725767.163361
  nChanged 3
		SP:Iteration 31Q (35061.560000 sec): 3 clusters
  Score: Raw -8729438.113399 + Penalty 3670.917278 = -8725767.196121
  nChanged 3
		SP:Iteration 32Q (35062.070000 sec): 3 clusters
  Score: Raw -8729438.155095 + Penalty 3670.917278 = -8725767.237816
  nChanged 1
		SP:Iteration 33Q (35062.650000 sec): 3 clusters
  Score: Raw -8729438.179975 + Penalty 3670.917278 = -8725767.262697
  nChanged 3
		SP:Iteration 34Q (35063.300000 sec): 3 clusters
  Score: Raw -8729438.213252 + Penalty 3670.917278 = -8725767.295974
  nChanged 1
		SP:Iteration 35Q (35063.930000 sec): 3 clusters
  Score: Raw -8729438.230164 + Penalty 3670.917278 = -8725767.312886
  nChanged 2
		SP:Iteration 36Q (35064.550000 sec): 3 clusters
  Score: Raw -8729438.248333 + Penalty 3670.917278 = -8725767.331054
  nChanged 0
		SP:Iteration 37F (35065.210000 sec): 3 clusters
  Score: Raw -8729438.248333 + Penalty 3670.917278 = -8725767.331054
  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 7.98 GB.

 Trying to split cluster 35 (8987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35065.400000 sec): 2 clusters
  Score: Raw -819614.808159 + Penalty 1479.324335 = -818135.483824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35065.590000 sec): 3 clusters
  Score: Raw -814666.223162 + Penalty 2958.648669 = -811707.574493
  nChanged 3836
		SP:Iteration 1F (35065.810000 sec): 3 clusters
  Score: Raw -817156.793162 + Penalty 2958.648669 = -814198.144492
  nChanged 744
		SP:Iteration 2F (35066.040000 sec): 3 clusters
  Score: Raw -817798.366114 + Penalty 2958.648669 = -814839.717445
  nChanged 670
		SP:Iteration 3F (35066.270000 sec): 3 clusters
  Score: Raw -818380.011853 + Penalty 2958.648669 = -815421.363183
  nChanged 603
		SP:Iteration 4F (35066.440000 sec): 3 clusters
  Score: Raw -818786.842397 + Penalty 2958.648669 = -815828.193728
  nChanged 513
		SP:Iteration 5F (35066.680000 sec): 3 clusters
  Score: Raw -819088.666628 + Penalty 2958.648669 = -816130.017958
  nChanged 424
		SP:Iteration 6Q (35066.900000 sec): 3 clusters
  Score: Raw -819336.076491 + Penalty 2958.648669 = -816377.427822
  nChanged 378
		SP:Iteration 7Q (35067.210000 sec): 3 clusters
  Score: Raw -819571.144720 + Penalty 2958.648669 = -816612.496050
  nChanged 369
		SP:Iteration 8Q (35067.470000 sec): 3 clusters
  Score: Raw -819826.539989 + Penalty 2958.648669 = -816867.891319
  nChanged 375
		SP:Iteration 9Q (35067.690000 sec): 3 clusters
  Score: Raw -820162.547013 + Penalty 2958.648669 = -817203.898344
  nChanged 411
		SP:Iteration 10Q (35067.920000 sec): 3 clusters
  Score: Raw -820609.382189 + Penalty 2958.648669 = -817650.733520
  nChanged 394
		SP:Iteration 11Q (35068.100000 sec): 3 clusters
  Score: Raw -820905.424355 + Penalty 2958.648669 = -817946.775685
  nChanged 320
		SP:Iteration 12Q (35068.270000 sec): 3 clusters
  Score: Raw -821086.546185 + Penalty 2958.648669 = -818127.897515
  nChanged 240
		SP:Iteration 13Q (35068.540000 sec): 3 clusters
  Score: Raw -821207.845414 + Penalty 2958.648669 = -818249.196745
  nChanged 193
		SP:Iteration 14Q (35068.780000 sec): 3 clusters
  Score: Raw -821308.399295 + Penalty 2958.648669 = -818349.750626
  nChanged 159
		SP:Iteration 15Q (35068.970000 sec): 3 clusters
  Score: Raw -821382.365204 + Penalty 2958.648669 = -818423.716535
  nChanged 108
		SP:Iteration 16Q (35069.220000 sec): 3 clusters
  Score: Raw -821430.669445 + Penalty 2958.648669 = -818472.020775
  nChanged 92
		SP:Iteration 17Q (35069.450000 sec): 3 clusters
  Score: Raw -821470.659593 + Penalty 2958.648669 = -818512.010924
  nChanged 70
		SP:Iteration 18Q (35069.690000 sec): 3 clusters
  Score: Raw -821493.059428 + Penalty 2958.648669 = -818534.410759
  nChanged 52
		SP:Iteration 19Q (35069.930000 sec): 3 clusters
  Score: Raw -821509.368535 + Penalty 2958.648669 = -818550.719865
  nChanged 50
		SP:Iteration 20F (35070.170000 sec): 3 clusters
  Score: Raw -821521.146123 + Penalty 2958.648669 = -818562.497454
  nChanged 43
		SP:Iteration 21Q (35070.320000 sec): 3 clusters
  Score: Raw -821530.375330 + Penalty 2958.648669 = -818571.726661
  nChanged 27
		SP:Iteration 22Q (35070.640000 sec): 3 clusters
  Score: Raw -821535.499757 + Penalty 2958.648669 = -818576.851088
  nChanged 26
		SP:Iteration 23Q (35070.900000 sec): 3 clusters
  Score: Raw -821541.619105 + Penalty 2958.648669 = -818582.970436
  nChanged 27
		SP:Iteration 24Q (35071.120000 sec): 3 clusters
  Score: Raw -821547.202157 + Penalty 2958.648669 = -818588.553488
  nChanged 20
		SP:Iteration 25Q (35071.330000 sec): 3 clusters
  Score: Raw -821550.310468 + Penalty 2958.648669 = -818591.661799
  nChanged 12
		SP:Iteration 26Q (35071.510000 sec): 3 clusters
  Score: Raw -821553.258760 + Penalty 2958.648669 = -818594.610091
  nChanged 11
		SP:Iteration 27Q (35071.770000 sec): 3 clusters
  Score: Raw -821555.620435 + Penalty 2958.648669 = -818596.971766
  nChanged 16
		SP:Iteration 28Q (35071.960000 sec): 3 clusters
  Score: Raw -821559.271455 + Penalty 2958.648669 = -818600.622786
  nChanged 11
		SP:Iteration 29Q (35072.190000 sec): 3 clusters
  Score: Raw -821561.531398 + Penalty 2958.648669 = -818602.882728
  nChanged 10
		SP:Iteration 30Q (35072.440000 sec): 3 clusters
  Score: Raw -821563.768477 + Penalty 2958.648669 = -818605.119807
  nChanged 10
		SP:Iteration 31Q (35072.690000 sec): 3 clusters
  Score: Raw -821565.820051 + Penalty 2958.648669 = -818607.171381
  nChanged 10
		SP:Iteration 32Q (35072.910000 sec): 3 clusters
  Score: Raw -821568.092355 + Penalty 2958.648669 = -818609.443685
  nChanged 11
		SP:Iteration 33Q (35073.140000 sec): 3 clusters
  Score: Raw -821569.725508 + Penalty 2958.648669 = -818611.076839
  nChanged 6
		SP:Iteration 34Q (35073.380000 sec): 3 clusters
  Score: Raw -821570.474949 + Penalty 2958.648669 = -818611.826280
  nChanged 6
		SP:Iteration 35Q (35073.610000 sec): 3 clusters
  Score: Raw -821571.167377 + Penalty 2958.648669 = -818612.518708
  nChanged 3
		SP:Iteration 36Q (35073.860000 sec): 3 clusters
  Score: Raw -821571.689730 + Penalty 2958.648669 = -818613.041061
  nChanged 5
		SP:Iteration 37Q (35074.070000 sec): 3 clusters
  Score: Raw -821572.084197 + Penalty 2958.648669 = -818613.435528
  nChanged 2
		SP:Iteration 38Q (35074.320000 sec): 3 clusters
  Score: Raw -821572.253487 + Penalty 2958.648669 = -818613.604817
  nChanged 1
		SP:Iteration 39Q (35074.540000 sec): 3 clusters
  Score: Raw -821572.304654 + Penalty 2958.648669 = -818613.655984
  nChanged 2
		SP:Iteration 40F (35074.770000 sec): 3 clusters
  Score: Raw -821572.567204 + Penalty 2958.648669 = -818613.918535
  nChanged 2
		SP:Iteration 41Q (35075.000000 sec): 3 clusters
  Score: Raw -821572.754572 + Penalty 2958.648669 = -818614.105903
  nChanged 1
		SP:Iteration 42Q (35075.190000 sec): 3 clusters
  Score: Raw -821572.840587 + Penalty 2958.648669 = -818614.191917
  nChanged 1
		SP:Iteration 43Q (35075.430000 sec): 3 clusters
  Score: Raw -821572.879907 + Penalty 2958.648669 = -818614.231237
  nChanged 1
		SP:Iteration 44Q (35075.680000 sec): 3 clusters
  Score: Raw -821572.990441 + Penalty 2958.648669 = -818614.341771
  nChanged 1
		SP:Iteration 45Q (35075.880000 sec): 3 clusters
  Score: Raw -821573.040637 + Penalty 2958.648669 = -818614.391967
  nChanged 0
		SP:Iteration 46F (35076.070000 sec): 3 clusters
  Score: Raw -821573.040637 + Penalty 2958.648669 = -818614.391967
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Iteration 59Q (35175.550000 sec): 57 clusters
  Score: Raw -107526810.626649 + Penalty 126599.365641 = -107400211.261008
  nChanged 31574
Iteration 60F (35304.260000 sec): 57 clusters
  Score: Raw -107544067.684377 + Penalty 126599.365641 = -107417468.318735
  nChanged 24287
Iteration 61Q (35383.900000 sec): 57 clusters
  Score: Raw -107551615.119772 + Penalty 126599.365641 = -107425015.754131
  nChanged 14884
Iteration 62Q (35450.140000 sec): 57 clusters
  Score: Raw -107555588.580681 + Penalty 126599.365641 = -107428989.215039
  nChanged 11809
Iteration 63Q (35539.070000 sec): 57 clusters
  Score: Raw -107558436.635284 + Penalty 126599.365641 = -107431837.269643
  nChanged 10346
Iteration 64Q (35622.820000 sec): 57 clusters
  Score: Raw -107560612.303235 + Penalty 126599.365641 = -107434012.937593
  nChanged 9255
Iteration 65Q (35704.810000 sec): 57 clusters
  Score: Raw -107562443.640894 + Penalty 126599.365641 = -107435844.275253
  nChanged 8465
Iteration 66Q (35778.810000 sec): 57 clusters
  Score: Raw -107564059.626349 + Penalty 126599.365641 = -107437460.260708
  nChanged 7748
Iteration 67Q (35861.960000 sec): 57 clusters
  Score: Raw -107565530.291201 + Penalty 126599.365641 = -107438930.925559
  nChanged 7241
Iteration 68Q (35945.060000 sec): 57 clusters
  Score: Raw -107566922.383994 + Penalty 126599.365641 = -107440323.018353
  nChanged 6717
Iteration 69Q (36026.180000 sec): 57 clusters
  Score: Raw -107568103.167676 + Penalty 126599.365641 = -107441503.802035
  nChanged 6290
Iteration 70Q (36111.490000 sec): 57 clusters
  Score: Raw -107569127.049467 + Penalty 126599.365641 = -107442527.683825
  nChanged 5878
Iteration 71Q (36195.680000 sec): 57 clusters
  Score: Raw -107570012.691207 + Penalty 126599.365641 = -107443413.325565
  nChanged 5506
Iteration 72Q (36279.740000 sec): 57 clusters
  Score: Raw -107570831.931334 + Penalty 126599.365641 = -107444232.565692
  nChanged 5314
Iteration 73Q (36364.750000 sec): 57 clusters
  Score: Raw -107571574.602646 + Penalty 126599.365641 = -107444975.237005
  nChanged 4988
Iteration 74Q (36450.250000 sec): 57 clusters
  Score: Raw -107572253.289827 + Penalty 126599.365641 = -107445653.924186
  nChanged 4848
Iteration 75Q (36534.050000 sec): 57 clusters
  Score: Raw -107572954.081750 + Penalty 126599.365641 = -107446354.716109
  nChanged 4717
Iteration 76Q (36619.320000 sec): 57 clusters
  Score: Raw -107573640.047098 + Penalty 126599.365641 = -107447040.681457
  nChanged 4474
Iteration 77Q (36702.850000 sec): 57 clusters
  Score: Raw -107574279.564842 + Penalty 126599.365641 = -107447680.199201
  nChanged 4309
Iteration 78Q (36786.530000 sec): 57 clusters
  Score: Raw -107574867.362913 + Penalty 126599.365641 = -107448267.997272
  nChanged 4179
Iteration 79Q (36873.300000 sec): 57 clusters
  Score: Raw -107575453.101158 + Penalty 126599.365641 = -107448853.735517
  nChanged 4144
Iteration 80F (36997.580000 sec): 57 clusters
  Score: Raw -107576421.860057 + Penalty 126599.365641 = -107449822.494416
  nChanged 4295
Iteration 81Q (37087.440000 sec): 57 clusters
  Score: Raw -107577687.787432 + Penalty 126599.365641 = -107451088.421791
  nChanged 4446
Iteration 82Q (37175.470000 sec): 57 clusters
  Score: Raw -107579155.430557 + Penalty 126599.365641 = -107452556.064915
  nChanged 4438
Iteration 83Q (37262.540000 sec): 57 clusters
  Score: Raw -107580631.910537 + Penalty 126599.365641 = -107454032.544896
  nChanged 4256
Iteration 84Q (37353.590000 sec): 57 clusters
  Score: Raw -107581712.313309 + Penalty 126599.365641 = -107455112.947667
  nChanged 3951
Iteration 85Q (37459.870000 sec): 57 clusters
  Score: Raw -107582385.650897 + Penalty 126599.365641 = -107455786.285255
  nChanged 3737
Iteration 86Q (37573.840000 sec): 57 clusters
  Score: Raw -107582861.832803 + Penalty 126599.365641 = -107456262.467161
  nChanged 3395
Iteration 87Q (37666.650000 sec): 57 clusters
  Score: Raw -107583252.701474 + Penalty 126599.365641 = -107456653.335832
  nChanged 3234
Iteration 88Q (37767.010000 sec): 57 clusters
  Score: Raw -107583603.703814 + Penalty 126599.365641 = -107457004.338173
  nChanged 3152
Iteration 89Q (37860.220000 sec): 57 clusters
  Score: Raw -107583934.798840 + Penalty 126599.365641 = -107457335.433199
  nChanged 3048
Iteration 90Q (37965.650000 sec): 57 clusters
  Score: Raw -107584239.516841 + Penalty 126599.365641 = -107457640.151200
  nChanged 2969
Iteration 91Q (38069.500000 sec): 57 clusters
  Score: Raw -107584519.114463 + Penalty 126599.365641 = -107457919.748822
  nChanged 2760
Iteration 92Q (38162.780000 sec): 57 clusters
  Score: Raw -107584761.299172 + Penalty 126599.365641 = -107458161.933531
  nChanged 2605
Iteration 93Q (38261.090000 sec): 57 clusters
  Score: Raw -107584980.872814 + Penalty 126599.365641 = -107458381.507172
  nChanged 2595
Iteration 94Q (38349.290000 sec): 57 clusters
  Score: Raw -107585194.845000 + Penalty 126599.365641 = -107458595.479359
  nChanged 2486
Iteration 95Q (38434.770000 sec): 57 clusters
  Score: Raw -107585401.013636 + Penalty 126599.365641 = -107458801.647995
  nChanged 2441
Iteration 96Q (38516.340000 sec): 57 clusters
  Score: Raw -107585626.435261 + Penalty 126599.365641 = -107459027.069620
  nChanged 2456
Iteration 97Q (38590.850000 sec): 57 clusters
  Score: Raw -107585882.584537 + Penalty 126599.365641 = -107459283.218895
  nChanged 2489
Iteration 98Q (38673.870000 sec): 57 clusters
  Score: Raw -107586156.011778 + Penalty 126599.365641 = -107459556.646137
  nChanged 2438
Writing temp clu file 
Because OldScore, -107459283.218895, is greater than current (better) Score,-107459556.646137 
 Compute initial score before splitting:   Score: Raw -107586156.011778 + Penalty 126599.365641 = -107459556.646137
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (65043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38674.750000 sec): 2 clusters
  Score: Raw -6215555.451681 + Penalty 1800.955629 = -6213754.496052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38675.280000 sec): 3 clusters
  Score: Raw -6174075.911206 + Penalty 3601.911257 = -6170473.999948
  nChanged 30660
		SP:Iteration 1F (38675.900000 sec): 3 clusters
  Score: Raw -6191949.165763 + Penalty 3601.911257 = -6188347.254506
  nChanged 3281
		SP:Iteration 2F (38676.480000 sec): 3 clusters
  Score: Raw -6193210.296981 + Penalty 3601.911257 = -6189608.385724
  nChanged 3521
		SP:Iteration 3F (38677.020000 sec): 3 clusters
  Score: Raw -6194863.405784 + Penalty 3601.911257 = -6191261.494527
  nChanged 3964
		SP:Iteration 4F (38677.570000 sec): 3 clusters
  Score: Raw -6197032.211291 + Penalty 3601.911257 = -6193430.300034
  nChanged 4261
		SP:Iteration 5F (38678.170000 sec): 3 clusters
  Score: Raw -6199751.307184 + Penalty 3601.911257 = -6196149.395926
  nChanged 4325
		SP:Iteration 6F (38678.730000 sec): 3 clusters
  Score: Raw -6202822.559342 + Penalty 3601.911257 = -6199220.648085
  nChanged 4033
		SP:Iteration 7F (38679.300000 sec): 3 clusters
  Score: Raw -6205889.917824 + Penalty 3601.911257 = -6202288.006567
  nChanged 3399
		SP:Iteration 8F (38679.900000 sec): 3 clusters
  Score: Raw -6208550.853462 + Penalty 3601.911257 = -6204948.942204
  nChanged 2617
		SP:Iteration 9Q (38680.480000 sec): 3 clusters
  Score: Raw -6210578.471173 + Penalty 3601.911257 = -6206976.559916
  nChanged 1970
		SP:Iteration 10Q (38681.050000 sec): 3 clusters
  Score: Raw -6212064.932037 + Penalty 3601.911257 = -6208463.020779
  nChanged 1486
		SP:Iteration 11Q (38681.580000 sec): 3 clusters
  Score: Raw -6213138.831851 + Penalty 3601.911257 = -6209536.920593
  nChanged 1118
		SP:Iteration 12Q (38682.160000 sec): 3 clusters
  Score: Raw -6213902.482540 + Penalty 3601.911257 = -6210300.571283
  nChanged 835
		SP:Iteration 13Q (38682.720000 sec): 3 clusters
  Score: Raw -6214440.225967 + Penalty 3601.911257 = -6210838.314710
  nChanged 594
		SP:Iteration 14Q (38683.270000 sec): 3 clusters
  Score: Raw -6214793.149581 + Penalty 3601.911257 = -6211191.238323
  nChanged 395
		SP:Iteration 15Q (38683.890000 sec): 3 clusters
  Score: Raw -6215015.347736 + Penalty 3601.911257 = -6211413.436478
  nChanged 325
		SP:Iteration 16Q (38684.400000 sec): 3 clusters
  Score: Raw -6215191.423645 + Penalty 3601.911257 = -6211589.512388
  nChanged 265
		SP:Iteration 17Q (38684.950000 sec): 3 clusters
  Score: Raw -6215324.471994 + Penalty 3601.911257 = -6211722.560737
  nChanged 200
		SP:Iteration 18Q (38685.420000 sec): 3 clusters
  Score: Raw -6215419.787402 + Penalty 3601.911257 = -6211817.876145
  nChanged 156
		SP:Iteration 19Q (38685.960000 sec): 3 clusters
  Score: Raw -6215493.302437 + Penalty 3601.911257 = -6211891.391180
  nChanged 117
		SP:Iteration 20F (38686.550000 sec): 3 clusters
  Score: Raw -6215555.477868 + Penalty 3601.911257 = -6211953.566610
  nChanged 95
		SP:Iteration 21Q (38687.190000 sec): 3 clusters
  Score: Raw -6215603.124583 + Penalty 3601.911257 = -6212001.213325
  nChanged 79
		SP:Iteration 22Q (38687.720000 sec): 3 clusters
  Score: Raw -6215644.117847 + Penalty 3601.911257 = -6212042.206589
  nChanged 70
		SP:Iteration 23Q (38688.350000 sec): 3 clusters
  Score: Raw -6215676.531922 + Penalty 3601.911257 = -6212074.620665
  nChanged 41
		SP:Iteration 24Q (38688.930000 sec): 3 clusters
  Score: Raw -6215696.585711 + Penalty 3601.911257 = -6212094.674454
  nChanged 37
		SP:Iteration 25Q (38689.390000 sec): 3 clusters
  Score: Raw -6215718.746519 + Penalty 3601.911257 = -6212116.835262
  nChanged 39
		SP:Iteration 26Q (38689.920000 sec): 3 clusters
  Score: Raw -6215743.292464 + Penalty 3601.911257 = -6212141.381207
  nChanged 36
		SP:Iteration 27Q (38690.480000 sec): 3 clusters
  Score: Raw -6215764.643783 + Penalty 3601.911257 = -6212162.732526
  nChanged 29
		SP:Iteration 28Q (38690.980000 sec): 3 clusters
  Score: Raw -6215782.241091 + Penalty 3601.911257 = -6212180.329833
  nChanged 30
		SP:Iteration 29Q (38691.420000 sec): 3 clusters
  Score: Raw -6215801.151275 + Penalty 3601.911257 = -6212199.240018
  nChanged 21
		SP:Iteration 30Q (38691.930000 sec): 3 clusters
  Score: Raw -6215814.273015 + Penalty 3601.911257 = -6212212.361757
  nChanged 16
		SP:Iteration 31Q (38692.450000 sec): 3 clusters
  Score: Raw -6215823.296484 + Penalty 3601.911257 = -6212221.385227
  nChanged 18
		SP:Iteration 32Q (38693.000000 sec): 3 clusters
  Score: Raw -6215832.581509 + Penalty 3601.911257 = -6212230.670252
  nChanged 15
		SP:Iteration 33Q (38693.470000 sec): 3 clusters
  Score: Raw -6215841.314430 + Penalty 3601.911257 = -6212239.403173
  nChanged 21
		SP:Iteration 34Q (38693.940000 sec): 3 clusters
  Score: Raw -6215851.263753 + Penalty 3601.911257 = -6212249.352496
  nChanged 11
		SP:Iteration 35Q (38694.360000 sec): 3 clusters
  Score: Raw -6215855.028248 + Penalty 3601.911257 = -6212253.116990
  nChanged 7
		SP:Iteration 36Q (38694.790000 sec): 3 clusters
  Score: Raw -6215857.824678 + Penalty 3601.911257 = -6212255.913420
  nChanged 9
		SP:Iteration 37Q (38695.260000 sec): 3 clusters
  Score: Raw -6215864.075876 + Penalty 3601.911257 = -6212262.164618
  nChanged 11
		SP:Iteration 38Q (38695.720000 sec): 3 clusters
  Score: Raw -6215870.728343 + Penalty 3601.911257 = -6212268.817086
  nChanged 9
		SP:Iteration 39Q (38696.190000 sec): 3 clusters
  Score: Raw -6215875.405857 + Penalty 3601.911257 = -6212273.494600
  nChanged 7
		SP:Iteration 40F (38696.740000 sec): 3 clusters
  Score: Raw -6215878.121846 + Penalty 3601.911257 = -6212276.210588
  nChanged 3
		SP:Iteration 41Q (38697.190000 sec): 3 clusters
  Score: Raw -6215879.628743 + Penalty 3601.911257 = -6212277.717485
  nChanged 1
		SP:Iteration 42Q (38697.680000 sec): 3 clusters
  Score: Raw -6215880.402632 + Penalty 3601.911257 = -6212278.491375
  nChanged 5
		SP:Iteration 43Q (38698.210000 sec): 3 clusters
  Score: Raw -6215882.744580 + Penalty 3601.911257 = -6212280.833322
  nChanged 6
		SP:Iteration 44Q (38698.710000 sec): 3 clusters
  Score: Raw -6215884.946432 + Penalty 3601.911257 = -6212283.035175
  nChanged 4
		SP:Iteration 45Q (38699.130000 sec): 3 clusters
  Score: Raw -6215887.141359 + Penalty 3601.911257 = -6212285.230102
  nChanged 4
		SP:Iteration 46Q (38699.630000 sec): 3 clusters
  Score: Raw -6215890.537807 + Penalty 3601.911257 = -6212288.626550
  nChanged 6
		SP:Iteration 47Q (38700.110000 sec): 3 clusters
  Score: Raw -6215896.532481 + Penalty 3601.911257 = -6212294.621224
  nChanged 16
		SP:Iteration 48Q (38700.570000 sec): 3 clusters
  Score: Raw -6215903.277811 + Penalty 3601.911257 = -6212301.366554
  nChanged 13
		SP:Iteration 49Q (38701.020000 sec): 3 clusters
  Score: Raw -6215913.137327 + Penalty 3601.911257 = -6212311.226070
  nChanged 15
		SP:Iteration 50Q (38701.420000 sec): 3 clusters
  Score: Raw -6215924.918158 + Penalty 3601.911257 = -6212323.006901
  nChanged 13
		SP:Iteration 51Q (38701.940000 sec): 3 clusters
  Score: Raw -6215933.490124 + Penalty 3601.911257 = -6212331.578867
  nChanged 14
		SP:Iteration 52Q (38702.390000 sec): 3 clusters
  Score: Raw -6215943.162431 + Penalty 3601.911257 = -6212341.251174
  nChanged 10
		SP:Iteration 53Q (38702.900000 sec): 3 clusters
  Score: Raw -6215950.907875 + Penalty 3601.911257 = -6212348.996617
  nChanged 9
		SP:Iteration 54Q (38703.380000 sec): 3 clusters
  Score: Raw -6215955.488796 + Penalty 3601.911257 = -6212353.577539
  nChanged 5
		SP:Iteration 55Q (38703.920000 sec): 3 clusters
  Score: Raw -6215957.770412 + Penalty 3601.911257 = -6212355.859155
  nChanged 5
		SP:Iteration 56Q (38704.420000 sec): 3 clusters
  Score: Raw -6215959.348992 + Penalty 3601.911257 = -6212357.437734
  nChanged 2
		SP:Iteration 57Q (38704.900000 sec): 3 clusters
  Score: Raw -6215960.790018 + Penalty 3601.911257 = -6212358.878761
  nChanged 4
		SP:Iteration 58Q (38705.330000 sec): 3 clusters
  Score: Raw -6215962.864539 + Penalty 3601.911257 = -6212360.953282
  nChanged 6
		SP:Iteration 59Q (38705.840000 sec): 3 clusters
  Score: Raw -6215965.363088 + Penalty 3601.911257 = -6212363.451830
  nChanged 5
		SP:Iteration 60F (38706.380000 sec): 3 clusters
  Score: Raw -6215970.106506 + Penalty 3601.911257 = -6212368.195249
  nChanged 5
		SP:Iteration 61Q (38706.880000 sec): 3 clusters
  Score: Raw -6215973.743894 + Penalty 3601.911257 = -6212371.832637
  nChanged 5
		SP:Iteration 62Q (38707.350000 sec): 3 clusters
  Score: Raw -6215976.516756 + Penalty 3601.911257 = -6212374.605499
  nChanged 3
		SP:Iteration 63Q (38707.920000 sec): 3 clusters
  Score: Raw -6215978.249357 + Penalty 3601.911257 = -6212376.338100
  nChanged 3
		SP:Iteration 64Q (38708.400000 sec): 3 clusters
  Score: Raw -6215979.335715 + Penalty 3601.911257 = -6212377.424458
  nChanged 0
		SP:Iteration 65F (38708.950000 sec): 3 clusters
  Score: Raw -6215979.335715 + Penalty 3601.911257 = -6212377.424458
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38709.200000 sec): 2 clusters
  Score: Raw -3817068.553307 + Penalty 1706.448989 = -3815362.104318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38709.610000 sec): 3 clusters
  Score: Raw -3794314.436187 + Penalty 3412.897978 = -3790901.538209
  nChanged 16933
		SP:Iteration 1F (38709.970000 sec): 3 clusters
  Score: Raw -3804214.172622 + Penalty 3412.897978 = -3800801.274644
  nChanged 1825
		SP:Iteration 2F (38710.380000 sec): 3 clusters
  Score: Raw -3804925.350527 + Penalty 3412.897978 = -3801512.452549
  nChanged 1862
		SP:Iteration 3F (38710.760000 sec): 3 clusters
  Score: Raw -3805740.208288 + Penalty 3412.897978 = -3802327.310309
  nChanged 1961
		SP:Iteration 4F (38711.200000 sec): 3 clusters
  Score: Raw -3806682.385572 + Penalty 3412.897978 = -3803269.487593
  nChanged 2070
		SP:Iteration 5F (38711.580000 sec): 3 clusters
  Score: Raw -3807775.134676 + Penalty 3412.897978 = -3804362.236698
  nChanged 2056
		SP:Iteration 6F (38712.040000 sec): 3 clusters
  Score: Raw -3808922.453868 + Penalty 3412.897978 = -3805509.555890
  nChanged 2093
		SP:Iteration 7F (38712.450000 sec): 3 clusters
  Score: Raw -3810158.022595 + Penalty 3412.897978 = -3806745.124617
  nChanged 1983
		SP:Iteration 8F (38712.890000 sec): 3 clusters
  Score: Raw -3811507.765936 + Penalty 3412.897978 = -3808094.867958
  nChanged 1890
		SP:Iteration 9F (38713.260000 sec): 3 clusters
  Score: Raw -3812924.452746 + Penalty 3412.897978 = -3809511.554768
  nChanged 1691
		SP:Iteration 10Q (38713.750000 sec): 3 clusters
  Score: Raw -3814298.097741 + Penalty 3412.897978 = -3810885.199762
  nChanged 1339
		SP:Iteration 11Q (38714.160000 sec): 3 clusters
  Score: Raw -3815502.042620 + Penalty 3412.897978 = -3812089.144642
  nChanged 964
		SP:Iteration 12Q (38714.570000 sec): 3 clusters
  Score: Raw -3816406.063468 + Penalty 3412.897978 = -3812993.165489
  nChanged 629
		SP:Iteration 13Q (38714.900000 sec): 3 clusters
  Score: Raw -3816917.584672 + Penalty 3412.897978 = -3813504.686694
  nChanged 463
		SP:Iteration 14Q (38715.300000 sec): 3 clusters
  Score: Raw -3817273.485773 + Penalty 3412.897978 = -3813860.587795
  nChanged 361
		SP:Iteration 15Q (38715.660000 sec): 3 clusters
  Score: Raw -3817540.784242 + Penalty 3412.897978 = -3814127.886264
  nChanged 241
		SP:Iteration 16Q (38716.020000 sec): 3 clusters
  Score: Raw -3817708.288733 + Penalty 3412.897978 = -3814295.390755
  nChanged 167
		SP:Iteration 17Q (38716.370000 sec): 3 clusters
  Score: Raw -3817802.463338 + Penalty 3412.897978 = -3814389.565360
  nChanged 119
		SP:Iteration 18Q (38716.740000 sec): 3 clusters
  Score: Raw -3817851.015530 + Penalty 3412.897978 = -3814438.117552
  nChanged 82
		SP:Iteration 19Q (38717.110000 sec): 3 clusters
  Score: Raw -3817880.165682 + Penalty 3412.897978 = -3814467.267704
  nChanged 72
		SP:Iteration 20F (38717.500000 sec): 3 clusters
  Score: Raw -3817903.308947 + Penalty 3412.897978 = -3814490.410969
  nChanged 52
		SP:Iteration 21Q (38717.900000 sec): 3 clusters
  Score: Raw -3817917.866195 + Penalty 3412.897978 = -3814504.968217
  nChanged 32
		SP:Iteration 22Q (38718.270000 sec): 3 clusters
  Score: Raw -3817925.941888 + Penalty 3412.897978 = -3814513.043910
  nChanged 28
		SP:Iteration 23Q (38718.590000 sec): 3 clusters
  Score: Raw -3817933.472924 + Penalty 3412.897978 = -3814520.574946
  nChanged 26
		SP:Iteration 24Q (38718.960000 sec): 3 clusters
  Score: Raw -3817939.496905 + Penalty 3412.897978 = -3814526.598927
  nChanged 25
		SP:Iteration 25Q (38719.330000 sec): 3 clusters
  Score: Raw -3817945.616100 + Penalty 3412.897978 = -3814532.718122
  nChanged 22
		SP:Iteration 26Q (38719.650000 sec): 3 clusters
  Score: Raw -3817951.504040 + Penalty 3412.897978 = -3814538.606062
  nChanged 16
		SP:Iteration 27Q (38720.020000 sec): 3 clusters
  Score: Raw -3817955.040760 + Penalty 3412.897978 = -3814542.142782
  nChanged 11
		SP:Iteration 28Q (38720.370000 sec): 3 clusters
  Score: Raw -3817957.543690 + Penalty 3412.897978 = -3814544.645712
  nChanged 9
		SP:Iteration 29Q (38720.760000 sec): 3 clusters
  Score: Raw -3817959.552237 + Penalty 3412.897978 = -3814546.654259
  nChanged 8
		SP:Iteration 30Q (38721.130000 sec): 3 clusters
  Score: Raw -3817960.954876 + Penalty 3412.897978 = -3814548.056898
  nChanged 6
		SP:Iteration 31Q (38721.470000 sec): 3 clusters
  Score: Raw -3817962.292058 + Penalty 3412.897978 = -3814549.394080
  nChanged 9
		SP:Iteration 32Q (38721.810000 sec): 3 clusters
  Score: Raw -3817963.934260 + Penalty 3412.897978 = -3814551.036282
  nChanged 8
		SP:Iteration 33Q (38722.170000 sec): 3 clusters
  Score: Raw -3817965.099956 + Penalty 3412.897978 = -3814552.201978
  nChanged 4
		SP:Iteration 34Q (38722.530000 sec): 3 clusters
  Score: Raw -3817965.641202 + Penalty 3412.897978 = -3814552.743224
  nChanged 4
		SP:Iteration 35Q (38722.970000 sec): 3 clusters
  Score: Raw -3817966.036706 + Penalty 3412.897978 = -3814553.138728
  nChanged 3
		SP:Iteration 36Q (38723.330000 sec): 3 clusters
  Score: Raw -3817966.451553 + Penalty 3412.897978 = -3814553.553574
  nChanged 5
		SP:Iteration 37Q (38723.710000 sec): 3 clusters
  Score: Raw -3817967.163754 + Penalty 3412.897978 = -3814554.265776
  nChanged 2
		SP:Iteration 38Q (38724.100000 sec): 3 clusters
  Score: Raw -3817967.496366 + Penalty 3412.897978 = -3814554.598388
  nChanged 3
		SP:Iteration 39Q (38724.390000 sec): 3 clusters
  Score: Raw -3817967.884326 + Penalty 3412.897978 = -3814554.986348
  nChanged 4
		SP:Iteration 40F (38724.750000 sec): 3 clusters
  Score: Raw -3817968.357897 + Penalty 3412.897978 = -3814555.459919
  nChanged 2
		SP:Iteration 41Q (38725.070000 sec): 3 clusters
  Score: Raw -3817968.658850 + Penalty 3412.897978 = -3814555.760872
  nChanged 2
		SP:Iteration 42Q (38725.410000 sec): 3 clusters
  Score: Raw -3817969.097010 + Penalty 3412.897978 = -3814556.199032
  nChanged 1
		SP:Iteration 43Q (38725.740000 sec): 3 clusters
  Score: Raw -3817969.457302 + Penalty 3412.897978 = -3814556.559324
  nChanged 3
		SP:Iteration 44Q (38726.150000 sec): 3 clusters
  Score: Raw -3817969.884068 + Penalty 3412.897978 = -3814556.986090
  nChanged 3
		SP:Iteration 45Q (38726.510000 sec): 3 clusters
  Score: Raw -3817970.509653 + Penalty 3412.897978 = -3814557.611674
  nChanged 3
		SP:Iteration 46Q (38726.890000 sec): 3 clusters
  Score: Raw -3817970.991095 + Penalty 3412.897978 = -3814558.093117
  nChanged 1
		SP:Iteration 47Q (38727.280000 sec): 3 clusters
  Score: Raw -3817971.115126 + Penalty 3412.897978 = -3814558.217148
  nChanged 0
		SP:Iteration 48F (38727.690000 sec): 3 clusters
  Score: Raw -3817971.115126 + Penalty 3412.897978 = -3814558.217148
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (12625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38727.850000 sec): 2 clusters
  Score: Raw -1348247.168051 + Penalty 1534.558066 = -1346712.609984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38728.120000 sec): 3 clusters
  Score: Raw -1340897.815061 + Penalty 3069.116133 = -1337828.698928
  nChanged 5515
		SP:Iteration 1F (38728.320000 sec): 3 clusters
  Score: Raw -1343912.026924 + Penalty 3069.116133 = -1340842.910791
  nChanged 745
		SP:Iteration 2F (38728.530000 sec): 3 clusters
  Score: Raw -1344234.356011 + Penalty 3069.116133 = -1341165.239878
  nChanged 681
		SP:Iteration 3F (38728.770000 sec): 3 clusters
  Score: Raw -1344593.527136 + Penalty 3069.116133 = -1341524.411003
  nChanged 697
		SP:Iteration 4F (38729.050000 sec): 3 clusters
  Score: Raw -1345030.363780 + Penalty 3069.116133 = -1341961.247648
  nChanged 740
		SP:Iteration 5F (38729.330000 sec): 3 clusters
  Score: Raw -1345543.051334 + Penalty 3069.116133 = -1342473.935202
  nChanged 772
		SP:Iteration 6F (38729.570000 sec): 3 clusters
  Score: Raw -1346111.654319 + Penalty 3069.116133 = -1343042.538187
  nChanged 690
		SP:Iteration 7F (38729.880000 sec): 3 clusters
  Score: Raw -1346685.517472 + Penalty 3069.116133 = -1343616.401339
  nChanged 625
		SP:Iteration 8Q (38730.090000 sec): 3 clusters
  Score: Raw -1347215.611819 + Penalty 3069.116133 = -1344146.495686
  nChanged 503
		SP:Iteration 9Q (38730.330000 sec): 3 clusters
  Score: Raw -1347647.707519 + Penalty 3069.116133 = -1344578.591386
  nChanged 331
		SP:Iteration 10Q (38730.590000 sec): 3 clusters
  Score: Raw -1347952.168804 + Penalty 3069.116133 = -1344883.052671
  nChanged 209
		SP:Iteration 11Q (38730.850000 sec): 3 clusters
  Score: Raw -1348159.653326 + Penalty 3069.116133 = -1345090.537193
  nChanged 106
		SP:Iteration 12Q (38731.130000 sec): 3 clusters
  Score: Raw -1348269.933419 + Penalty 3069.116133 = -1345200.817286
  nChanged 66
		SP:Iteration 13Q (38731.420000 sec): 3 clusters
  Score: Raw -1348329.984388 + Penalty 3069.116133 = -1345260.868255
  nChanged 41
		SP:Iteration 14Q (38731.690000 sec): 3 clusters
  Score: Raw -1348373.300976 + Penalty 3069.116133 = -1345304.184844
  nChanged 28
		SP:Iteration 15Q (38731.920000 sec): 3 clusters
  Score: Raw -1348409.888420 + Penalty 3069.116133 = -1345340.772288
  nChanged 23
		SP:Iteration 16Q (38732.250000 sec): 3 clusters
  Score: Raw -1348431.068664 + Penalty 3069.116133 = -1345361.952531
  nChanged 11
		SP:Iteration 17Q (38732.540000 sec): 3 clusters
  Score: Raw -1348438.535729 + Penalty 3069.116133 = -1345369.419597
  nChanged 5
		SP:Iteration 18Q (38732.750000 sec): 3 clusters
  Score: Raw -1348442.678243 + Penalty 3069.116133 = -1345373.562110
  nChanged 1
		SP:Iteration 19Q (38733.040000 sec): 3 clusters
  Score: Raw -1348444.595862 + Penalty 3069.116133 = -1345375.479729
  nChanged 1
		SP:Iteration 20F (38733.330000 sec): 3 clusters
  Score: Raw -1348445.852478 + Penalty 3069.116133 = -1345376.736345
  nChanged 2
		SP:Iteration 21Q (38733.600000 sec): 3 clusters
  Score: Raw -1348447.899460 + Penalty 3069.116133 = -1345378.783328
  nChanged 1
		SP:Iteration 22Q (38733.930000 sec): 3 clusters
  Score: Raw -1348448.538253 + Penalty 3069.116133 = -1345379.422120
  nChanged 0
		SP:Iteration 23F (38734.170000 sec): 3 clusters
  Score: Raw -1348448.538253 + Penalty 3069.116133 = -1345379.422120
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (146961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38735.050000 sec): 2 clusters
  Score: Raw -15141207.575376 + Penalty 1933.412410 = -15139274.162965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38736.030000 sec): 3 clusters
  Score: Raw -15044646.962962 + Penalty 3866.824820 = -15040780.138142
  nChanged 70913
		SP:Iteration 1F (38736.900000 sec): 3 clusters
  Score: Raw -15087776.456297 + Penalty 3866.824820 = -15083909.631477
  nChanged 7771
		SP:Iteration 2F (38737.760000 sec): 3 clusters
  Score: Raw -15091272.662962 + Penalty 3866.824820 = -15087405.838141
  nChanged 9642
		SP:Iteration 3F (38738.700000 sec): 3 clusters
  Score: Raw -15096510.009371 + Penalty 3866.824820 = -15092643.184550
  nChanged 10661
		SP:Iteration 4F (38739.540000 sec): 3 clusters
  Score: Raw -15102913.884313 + Penalty 3866.824820 = -15099047.059492
  nChanged 10349
		SP:Iteration 5F (38740.850000 sec): 3 clusters
  Score: Raw -15109760.865608 + Penalty 3866.824820 = -15105894.040787
  nChanged 9909
		SP:Iteration 6F (38742.120000 sec): 3 clusters
  Score: Raw -15117558.937570 + Penalty 3866.824820 = -15113692.112749
  nChanged 9576
		SP:Iteration 7F (38743.390000 sec): 3 clusters
  Score: Raw -15126510.652967 + Penalty 3866.824820 = -15122643.828147
  nChanged 7764
		SP:Iteration 8F (38744.690000 sec): 3 clusters
  Score: Raw -15134498.059100 + Penalty 3866.824820 = -15130631.234279
  nChanged 4500
		SP:Iteration 9Q (38745.820000 sec): 3 clusters
  Score: Raw -15139131.165249 + Penalty 3866.824820 = -15135264.340429
  nChanged 1668
		SP:Iteration 10Q (38746.860000 sec): 3 clusters
  Score: Raw -15140721.403240 + Penalty 3866.824820 = -15136854.578419
  nChanged 451
		SP:Iteration 11Q (38747.760000 sec): 3 clusters
  Score: Raw -15141139.912783 + Penalty 3866.824820 = -15137273.087962
  nChanged 145
		SP:Iteration 12Q (38748.630000 sec): 3 clusters
  Score: Raw -15141300.397729 + Penalty 3866.824820 = -15137433.572909
  nChanged 49
		SP:Iteration 13Q (38749.510000 sec): 3 clusters
  Score: Raw -15141365.858136 + Penalty 3866.824820 = -15137499.033316
  nChanged 31
		SP:Iteration 14Q (38750.310000 sec): 3 clusters
  Score: Raw -15141398.232077 + Penalty 3866.824820 = -15137531.407256
  nChanged 17
		SP:Iteration 15Q (38751.060000 sec): 3 clusters
  Score: Raw -15141417.390100 + Penalty 3866.824820 = -15137550.565280
  nChanged 12
		SP:Iteration 16Q (38751.890000 sec): 3 clusters
  Score: Raw -15141432.012091 + Penalty 3866.824820 = -15137565.187271
  nChanged 5
		SP:Iteration 17Q (38752.770000 sec): 3 clusters
  Score: Raw -15141437.273946 + Penalty 3866.824820 = -15137570.449125
  nChanged 2
		SP:Iteration 18Q (38753.590000 sec): 3 clusters
  Score: Raw -15141439.767883 + Penalty 3866.824820 = -15137572.943063
  nChanged 2
		SP:Iteration 19Q (38754.370000 sec): 3 clusters
  Score: Raw -15141441.381519 + Penalty 3866.824820 = -15137574.556698
  nChanged 1
		SP:Iteration 20F (38755.270000 sec): 3 clusters
  Score: Raw -15141441.863445 + Penalty 3866.824820 = -15137575.038625
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (11940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38755.480000 sec): 2 clusters
  Score: Raw -1266917.528841 + Penalty 1525.493025 = -1265392.035816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38755.750000 sec): 3 clusters
  Score: Raw -1260120.037659 + Penalty 3050.986051 = -1257069.051608
  nChanged 5225
		SP:Iteration 1F (38756.070000 sec): 3 clusters
  Score: Raw -1263087.178333 + Penalty 3050.986051 = -1260036.192282
  nChanged 976
		SP:Iteration 2F (38756.330000 sec): 3 clusters
  Score: Raw -1263881.143194 + Penalty 3050.986051 = -1260830.157143
  nChanged 1040
		SP:Iteration 3F (38756.520000 sec): 3 clusters
  Score: Raw -1264707.296592 + Penalty 3050.986051 = -1261656.310541
  nChanged 924
		SP:Iteration 4F (38756.790000 sec): 3 clusters
  Score: Raw -1265352.182841 + Penalty 3050.986051 = -1262301.196790
  nChanged 737
		SP:Iteration 5F (38757.010000 sec): 3 clusters
  Score: Raw -1265789.384614 + Penalty 3050.986051 = -1262738.398563
  nChanged 526
		SP:Iteration 6Q (38757.270000 sec): 3 clusters
  Score: Raw -1266051.127794 + Penalty 3050.986051 = -1263000.141744
  nChanged 363
		SP:Iteration 7Q (38757.540000 sec): 3 clusters
  Score: Raw -1266201.270040 + Penalty 3050.986051 = -1263150.283989
  nChanged 265
		SP:Iteration 8Q (38757.790000 sec): 3 clusters
  Score: Raw -1266297.677334 + Penalty 3050.986051 = -1263246.691283
  nChanged 200
		SP:Iteration 9Q (38758.010000 sec): 3 clusters
  Score: Raw -1266352.445078 + Penalty 3050.986051 = -1263301.459027
  nChanged 132
		SP:Iteration 10Q (38758.360000 sec): 3 clusters
  Score: Raw -1266383.035150 + Penalty 3050.986051 = -1263332.049100
  nChanged 97
		SP:Iteration 11Q (38758.630000 sec): 3 clusters
  Score: Raw -1266405.500984 + Penalty 3050.986051 = -1263354.514933
  nChanged 90
		SP:Iteration 12Q (38758.890000 sec): 3 clusters
  Score: Raw -1266425.060562 + Penalty 3050.986051 = -1263374.074512
  nChanged 73
		SP:Iteration 13Q (38759.140000 sec): 3 clusters
  Score: Raw -1266438.939921 + Penalty 3050.986051 = -1263387.953870
  nChanged 69
		SP:Iteration 14Q (38759.370000 sec): 3 clusters
  Score: Raw -1266453.873771 + Penalty 3050.986051 = -1263402.887720
  nChanged 58
		SP:Iteration 15Q (38759.620000 sec): 3 clusters
  Score: Raw -1266465.400079 + Penalty 3050.986051 = -1263414.414029
  nChanged 69
		SP:Iteration 16Q (38759.920000 sec): 3 clusters
  Score: Raw -1266482.203939 + Penalty 3050.986051 = -1263431.217889
  nChanged 79
		SP:Iteration 17Q (38760.180000 sec): 3 clusters
  Score: Raw -1266500.555943 + Penalty 3050.986051 = -1263449.569893
  nChanged 80
		SP:Iteration 18Q (38760.380000 sec): 3 clusters
  Score: Raw -1266520.042635 + Penalty 3050.986051 = -1263469.056584
  nChanged 88
		SP:Iteration 19Q (38760.690000 sec): 3 clusters
  Score: Raw -1266539.322488 + Penalty 3050.986051 = -1263488.336438
  nChanged 73
		SP:Iteration 20F (38760.990000 sec): 3 clusters
  Score: Raw -1266552.894422 + Penalty 3050.986051 = -1263501.908371
  nChanged 72
		SP:Iteration 21Q (38761.240000 sec): 3 clusters
  Score: Raw -1266566.554432 + Penalty 3050.986051 = -1263515.568382
  nChanged 81
		SP:Iteration 22Q (38761.480000 sec): 3 clusters
  Score: Raw -1266582.128709 + Penalty 3050.986051 = -1263531.142658
  nChanged 81
		SP:Iteration 23Q (38761.710000 sec): 3 clusters
  Score: Raw -1266598.533808 + Penalty 3050.986051 = -1263547.547757
  nChanged 84
		SP:Iteration 24Q (38762.000000 sec): 3 clusters
  Score: Raw -1266618.210746 + Penalty 3050.986051 = -1263567.224695
  nChanged 88
		SP:Iteration 25Q (38762.290000 sec): 3 clusters
  Score: Raw -1266638.834897 + Penalty 3050.986051 = -1263587.848847
  nChanged 82
		SP:Iteration 26Q (38762.590000 sec): 3 clusters
  Score: Raw -1266656.794359 + Penalty 3050.986051 = -1263605.808308
  nChanged 74
		SP:Iteration 27Q (38762.860000 sec): 3 clusters
  Score: Raw -1266671.100268 + Penalty 3050.986051 = -1263620.114217
  nChanged 80
		SP:Iteration 28Q (38763.140000 sec): 3 clusters
  Score: Raw -1266688.110195 + Penalty 3050.986051 = -1263637.124145
  nChanged 90
		SP:Iteration 29Q (38763.370000 sec): 3 clusters
  Score: Raw -1266707.006961 + Penalty 3050.986051 = -1263656.020911
  nChanged 80
		SP:Iteration 30Q (38763.630000 sec): 3 clusters
  Score: Raw -1266724.161544 + Penalty 3050.986051 = -1263673.175493
  nChanged 87
		SP:Iteration 31Q (38763.960000 sec): 3 clusters
  Score: Raw -1266746.120143 + Penalty 3050.986051 = -1263695.134092
  nChanged 112
		SP:Iteration 32Q (38764.270000 sec): 3 clusters
  Score: Raw -1266773.511881 + Penalty 3050.986051 = -1263722.525831
  nChanged 114
		SP:Iteration 33Q (38764.530000 sec): 3 clusters
  Score: Raw -1266802.791526 + Penalty 3050.986051 = -1263751.805476
  nChanged 113
		SP:Iteration 34Q (38764.810000 sec): 3 clusters
  Score: Raw -1266833.127954 + Penalty 3050.986051 = -1263782.141903
  nChanged 123
		SP:Iteration 35Q (38765.110000 sec): 3 clusters
  Score: Raw -1266862.826980 + Penalty 3050.986051 = -1263811.840930
  nChanged 117
		SP:Iteration 36Q (38765.360000 sec): 3 clusters
  Score: Raw -1266891.332817 + Penalty 3050.986051 = -1263840.346766
  nChanged 118
		SP:Iteration 37Q (38765.690000 sec): 3 clusters
  Score: Raw -1266920.293206 + Penalty 3050.986051 = -1263869.307156
  nChanged 131
		SP:Iteration 38Q (38765.970000 sec): 3 clusters
  Score: Raw -1266951.829440 + Penalty 3050.986051 = -1263900.843389
  nChanged 144
		SP:Iteration 39Q (38766.260000 sec): 3 clusters
  Score: Raw -1266985.622834 + Penalty 3050.986051 = -1263934.636783
  nChanged 128
		SP:Iteration 40F (38766.520000 sec): 3 clusters
  Score: Raw -1267021.179450 + Penalty 3050.986051 = -1263970.193399
  nChanged 170
		SP:Iteration 41Q (38766.720000 sec): 3 clusters
  Score: Raw -1267072.161546 + Penalty 3050.986051 = -1264021.175495
  nChanged 168
		SP:Iteration 42Q (38767.000000 sec): 3 clusters
  Score: Raw -1267119.806674 + Penalty 3050.986051 = -1264068.820623
  nChanged 162
		SP:Iteration 43Q (38767.210000 sec): 3 clusters
  Score: Raw -1267164.867098 + Penalty 3050.986051 = -1264113.881048
  nChanged 189
		SP:Iteration 44Q (38767.470000 sec): 3 clusters
  Score: Raw -1267219.536648 + Penalty 3050.986051 = -1264168.550598
  nChanged 181
		SP:Iteration 45Q (38767.750000 sec): 3 clusters
  Score: Raw -1267262.858356 + Penalty 3050.986051 = -1264211.872305
  nChanged 157
		SP:Iteration 46Q (38768.020000 sec): 3 clusters
  Score: Raw -1267302.124201 + Penalty 3050.986051 = -1264251.138150
  nChanged 135
		SP:Iteration 47Q (38768.300000 sec): 3 clusters
  Score: Raw -1267335.254000 + Penalty 3050.986051 = -1264284.267950
  nChanged 152
		SP:Iteration 48Q (38768.580000 sec): 3 clusters
  Score: Raw -1267376.309866 + Penalty 3050.986051 = -1264325.323815
  nChanged 152
		SP:Iteration 49Q (38768.840000 sec): 3 clusters
  Score: Raw -1267417.247289 + Penalty 3050.986051 = -1264366.261238
  nChanged 141
		SP:Iteration 50Q (38769.080000 sec): 3 clusters
  Score: Raw -1267454.301204 + Penalty 3050.986051 = -1264403.315153
  nChanged 142
		SP:Iteration 51Q (38769.340000 sec): 3 clusters
  Score: Raw -1267489.193778 + Penalty 3050.986051 = -1264438.207727
  nChanged 131
		SP:Iteration 52Q (38769.560000 sec): 3 clusters
  Score: Raw -1267520.968474 + Penalty 3050.986051 = -1264469.982423
  nChanged 130
		SP:Iteration 53Q (38769.760000 sec): 3 clusters
  Score: Raw -1267550.436198 + Penalty 3050.986051 = -1264499.450147
  nChanged 122
		SP:Iteration 54Q (38770.020000 sec): 3 clusters
  Score: Raw -1267580.717387 + Penalty 3050.986051 = -1264529.731336
  nChanged 118
		SP:Iteration 55Q (38770.290000 sec): 3 clusters
  Score: Raw -1267609.896207 + Penalty 3050.986051 = -1264558.910157
  nChanged 119
		SP:Iteration 56Q (38770.570000 sec): 3 clusters
  Score: Raw -1267640.947795 + Penalty 3050.986051 = -1264589.961744
  nChanged 116
		SP:Iteration 57Q (38770.790000 sec): 3 clusters
  Score: Raw -1267671.797442 + Penalty 3050.986051 = -1264620.811392
  nChanged 105
		SP:Iteration 58Q (38771.020000 sec): 3 clusters
  Score: Raw -1267698.060552 + Penalty 3050.986051 = -1264647.074502
  nChanged 102
		SP:Iteration 59Q (38771.260000 sec): 3 clusters
  Score: Raw -1267721.370913 + Penalty 3050.986051 = -1264670.384862
  nChanged 77
		SP:Iteration 60F (38771.440000 sec): 3 clusters
  Score: Raw -1267738.336407 + Penalty 3050.986051 = -1264687.350356
  nChanged 76
		SP:Iteration 61Q (38771.640000 sec): 3 clusters
  Score: Raw -1267753.035413 + Penalty 3050.986051 = -1264702.049363
  nChanged 60
		SP:Iteration 62Q (38771.850000 sec): 3 clusters
  Score: Raw -1267764.430205 + Penalty 3050.986051 = -1264713.444154
  nChanged 57
		SP:Iteration 63Q (38772.100000 sec): 3 clusters
  Score: Raw -1267775.629666 + Penalty 3050.986051 = -1264724.643615
  nChanged 59
		SP:Iteration 64Q (38772.320000 sec): 3 clusters
  Score: Raw -1267787.776027 + Penalty 3050.986051 = -1264736.789976
  nChanged 44
		SP:Iteration 65Q (38772.520000 sec): 3 clusters
  Score: Raw -1267796.643044 + Penalty 3050.986051 = -1264745.656994
  nChanged 53
		SP:Iteration 66Q (38772.730000 sec): 3 clusters
  Score: Raw -1267806.954267 + Penalty 3050.986051 = -1264755.968216
  nChanged 48
		SP:Iteration 67Q (38773.010000 sec): 3 clusters
  Score: Raw -1267816.694411 + Penalty 3050.986051 = -1264765.708360
  nChanged 44
		SP:Iteration 68Q (38773.240000 sec): 3 clusters
  Score: Raw -1267824.773936 + Penalty 3050.986051 = -1264773.787885
  nChanged 45
		SP:Iteration 69Q (38773.480000 sec): 3 clusters
  Score: Raw -1267831.710945 + Penalty 3050.986051 = -1264780.724894
  nChanged 34
		SP:Iteration 70Q (38773.770000 sec): 3 clusters
  Score: Raw -1267837.653704 + Penalty 3050.986051 = -1264786.667653
  nChanged 40
		SP:Iteration 71Q (38773.940000 sec): 3 clusters
  Score: Raw -1267845.969118 + Penalty 3050.986051 = -1264794.983067
  nChanged 37
		SP:Iteration 72Q (38774.130000 sec): 3 clusters
  Score: Raw -1267852.834382 + Penalty 3050.986051 = -1264801.848332
  nChanged 23
		SP:Iteration 73Q (38774.440000 sec): 3 clusters
  Score: Raw -1267855.837131 + Penalty 3050.986051 = -1264804.851080
  nChanged 20
		SP:Iteration 74Q (38774.610000 sec): 3 clusters
  Score: Raw -1267858.817756 + Penalty 3050.986051 = -1264807.831705
  nChanged 19
		SP:Iteration 75Q (38774.810000 sec): 3 clusters
  Score: Raw -1267861.667910 + Penalty 3050.986051 = -1264810.681859
  nChanged 12
		SP:Iteration 76Q (38775.110000 sec): 3 clusters
  Score: Raw -1267863.635293 + Penalty 3050.986051 = -1264812.649242
  nChanged 13
		SP:Iteration 77Q (38775.370000 sec): 3 clusters
  Score: Raw -1267865.341390 + Penalty 3050.986051 = -1264814.355339
  nChanged 8
		SP:Iteration 78Q (38775.610000 sec): 3 clusters
  Score: Raw -1267866.439680 + Penalty 3050.986051 = -1264815.453630
  nChanged 8
		SP:Iteration 79Q (38775.870000 sec): 3 clusters
  Score: Raw -1267867.585575 + Penalty 3050.986051 = -1264816.599524
  nChanged 10
		SP:Iteration 80F (38776.080000 sec): 3 clusters
  Score: Raw -1267868.613062 + Penalty 3050.986051 = -1264817.627012
  nChanged 9
		SP:Iteration 81Q (38776.340000 sec): 3 clusters
  Score: Raw -1267869.726810 + Penalty 3050.986051 = -1264818.740759
  nChanged 11
		SP:Iteration 82Q (38776.640000 sec): 3 clusters
  Score: Raw -1267871.295349 + Penalty 3050.986051 = -1264820.309299
  nChanged 11
		SP:Iteration 83Q (38776.930000 sec): 3 clusters
  Score: Raw -1267872.481012 + Penalty 3050.986051 = -1264821.494961
  nChanged 6
		SP:Iteration 84Q (38777.110000 sec): 3 clusters
  Score: Raw -1267873.600691 + Penalty 3050.986051 = -1264822.614641
  nChanged 10
		SP:Iteration 85Q (38777.300000 sec): 3 clusters
  Score: Raw -1267875.628132 + Penalty 3050.986051 = -1264824.642081
  nChanged 18
		SP:Iteration 86Q (38777.490000 sec): 3 clusters
  Score: Raw -1267878.923434 + Penalty 3050.986051 = -1264827.937383
  nChanged 19
		SP:Iteration 87Q (38777.750000 sec): 3 clusters
  Score: Raw -1267882.181733 + Penalty 3050.986051 = -1264831.195683
  nChanged 14
		SP:Iteration 88Q (38777.960000 sec): 3 clusters
  Score: Raw -1267884.840575 + Penalty 3050.986051 = -1264833.854524
  nChanged 15
		SP:Iteration 89Q (38778.270000 sec): 3 clusters
  Score: Raw -1267887.803494 + Penalty 3050.986051 = -1264836.817443
  nChanged 19
		SP:Iteration 90Q (38778.540000 sec): 3 clusters
  Score: Raw -1267891.490993 + Penalty 3050.986051 = -1264840.504942
  nChanged 18
		SP:Iteration 91Q (38778.770000 sec): 3 clusters
  Score: Raw -1267895.630783 + Penalty 3050.986051 = -1264844.644732
  nChanged 13
		SP:Iteration 92Q (38779.050000 sec): 3 clusters
  Score: Raw -1267897.703986 + Penalty 3050.986051 = -1264846.717935
  nChanged 11
		SP:Iteration 93Q (38779.280000 sec): 3 clusters
  Score: Raw -1267899.062084 + Penalty 3050.986051 = -1264848.076033
  nChanged 9
		SP:Iteration 94Q (38779.540000 sec): 3 clusters
  Score: Raw -1267900.461591 + Penalty 3050.986051 = -1264849.475541
  nChanged 10
		SP:Iteration 95Q (38779.820000 sec): 3 clusters
  Score: Raw -1267901.986172 + Penalty 3050.986051 = -1264851.000121
  nChanged 14
		SP:Iteration 96Q (38780.060000 sec): 3 clusters
  Score: Raw -1267904.003256 + Penalty 3050.986051 = -1264853.017205
  nChanged 15
		SP:Iteration 97Q (38780.340000 sec): 3 clusters
  Score: Raw -1267905.995895 + Penalty 3050.986051 = -1264855.009845
  nChanged 10
		SP:Iteration 98Q (38780.640000 sec): 3 clusters
  Score: Raw -1267907.574468 + Penalty 3050.986051 = -1264856.588418
  nChanged 11
		SP:Iteration 99Q (38780.930000 sec): 3 clusters
  Score: Raw -1267910.062899 + Penalty 3050.986051 = -1264859.076848
  nChanged 17
		SP:Iteration 100F (38781.170000 sec): 3 clusters
  Score: Raw -1267913.551947 + Penalty 3050.986051 = -1264862.565896
  nChanged 18
		SP:Iteration 101Q (38781.420000 sec): 3 clusters
  Score: Raw -1267917.585294 + Penalty 3050.986051 = -1264866.599243
  nChanged 24
		SP:Iteration 102Q (38781.650000 sec): 3 clusters
  Score: Raw -1267923.918142 + Penalty 3050.986051 = -1264872.932092
  nChanged 33
		SP:Iteration 103Q (38781.900000 sec): 3 clusters
  Score: Raw -1267932.677885 + Penalty 3050.986051 = -1264881.691835
  nChanged 37
		SP:Iteration 104Q (38782.120000 sec): 3 clusters
  Score: Raw -1267943.373461 + Penalty 3050.986051 = -1264892.387411
  nChanged 33
		SP:Iteration 105Q (38782.350000 sec): 3 clusters
  Score: Raw -1267953.519709 + Penalty 3050.986051 = -1264902.533658
  nChanged 27
		SP:Iteration 106Q (38782.610000 sec): 3 clusters
  Score: Raw -1267963.058653 + Penalty 3050.986051 = -1264912.072602
  nChanged 35
		SP:Iteration 107Q (38782.860000 sec): 3 clusters
  Score: Raw -1267975.268842 + Penalty 3050.986051 = -1264924.282792
  nChanged 34
		SP:Iteration 108Q (38783.080000 sec): 3 clusters
  Score: Raw -1267987.938351 + Penalty 3050.986051 = -1264936.952300
  nChanged 50
		SP:Iteration 109Q (38783.350000 sec): 3 clusters
  Score: Raw -1268006.207520 + Penalty 3050.986051 = -1264955.221470
  nChanged 52
		SP:Iteration 110Q (38783.560000 sec): 3 clusters
  Score: Raw -1268035.230726 + Penalty 3050.986051 = -1264984.244675
  nChanged 64
		SP:Iteration 111Q (38783.820000 sec): 3 clusters
  Score: Raw -1268077.233252 + Penalty 3050.986051 = -1265026.247202
  nChanged 78
		SP:Iteration 112Q (38784.070000 sec): 3 clusters
  Score: Raw -1268127.074904 + Penalty 3050.986051 = -1265076.088853
  nChanged 58
		SP:Iteration 113Q (38784.300000 sec): 3 clusters
  Score: Raw -1268156.334120 + Penalty 3050.986051 = -1265105.348069
  nChanged 43
		SP:Iteration 114Q (38784.560000 sec): 3 clusters
  Score: Raw -1268170.780935 + Penalty 3050.986051 = -1265119.794885
  nChanged 30
		SP:Iteration 115Q (38784.750000 sec): 3 clusters
  Score: Raw -1268178.864350 + Penalty 3050.986051 = -1265127.878299
  nChanged 22
		SP:Iteration 116Q (38785.020000 sec): 3 clusters
  Score: Raw -1268185.147636 + Penalty 3050.986051 = -1265134.161586
  nChanged 20
		SP:Iteration 117Q (38785.260000 sec): 3 clusters
  Score: Raw -1268189.887222 + Penalty 3050.986051 = -1265138.901171
  nChanged 13
		SP:Iteration 118Q (38785.490000 sec): 3 clusters
  Score: Raw -1268192.872376 + Penalty 3050.986051 = -1265141.886326
  nChanged 11
		SP:Iteration 119Q (38785.720000 sec): 3 clusters
  Score: Raw -1268195.577182 + Penalty 3050.986051 = -1265144.591131
  nChanged 10
		SP:Iteration 120F (38785.930000 sec): 3 clusters
  Score: Raw -1268197.441891 + Penalty 3050.986051 = -1265146.455841
  nChanged 6
		SP:Iteration 121Q (38786.140000 sec): 3 clusters
  Score: Raw -1268198.494902 + Penalty 3050.986051 = -1265147.508852
  nChanged 8
		SP:Iteration 122Q (38786.370000 sec): 3 clusters
  Score: Raw -1268199.805337 + Penalty 3050.986051 = -1265148.819286
  nChanged 8
		SP:Iteration 123Q (38786.590000 sec): 3 clusters
  Score: Raw -1268201.484903 + Penalty 3050.986051 = -1265150.498853
  nChanged 9
		SP:Iteration 124Q (38786.790000 sec): 3 clusters
  Score: Raw -1268203.852699 + Penalty 3050.986051 = -1265152.866648
  nChanged 3
		SP:Iteration 125Q (38787.060000 sec): 3 clusters
  Score: Raw -1268204.649187 + Penalty 3050.986051 = -1265153.663136
  nChanged 5
		SP:Iteration 126Q (38787.250000 sec): 3 clusters
  Score: Raw -1268205.407343 + Penalty 3050.986051 = -1265154.421292
  nChanged 1
		SP:Iteration 127Q (38787.500000 sec): 3 clusters
  Score: Raw -1268205.602347 + Penalty 3050.986051 = -1265154.616296
  nChanged 0
		SP:Iteration 128F (38787.740000 sec): 3 clusters
  Score: Raw -1268205.602347 + Penalty 3050.986051 = -1265154.616296
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38787.850000 sec): 2 clusters
  Score: Raw -163193.790678 + Penalty 1224.225228 = -161969.565451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38788.020000 sec): 3 clusters
  Score: Raw -162463.336280 + Penalty 2448.450456 = -160014.885824
  nChanged 688
		SP:Iteration 1F (38788.250000 sec): 3 clusters
  Score: Raw -163178.924224 + Penalty 2448.450456 = -160730.473768
  nChanged 217
		SP:Iteration 2F (38788.440000 sec): 3 clusters
  Score: Raw -163489.605344 + Penalty 2448.450456 = -161041.154888
  nChanged 145
		SP:Iteration 3F (38788.640000 sec): 3 clusters
  Score: Raw -163679.626472 + Penalty 2448.450456 = -161231.176016
  nChanged 105
		SP:Iteration 4F (38788.830000 sec): 3 clusters
  Score: Raw -163815.898557 + Penalty 2448.450456 = -161367.448102
  nChanged 85
		SP:Iteration 5Q (38788.970000 sec): 3 clusters
  Score: Raw -163916.592542 + Penalty 2448.450456 = -161468.142086
  nChanged 69
		SP:Iteration 6Q (38789.140000 sec): 3 clusters
  Score: Raw -163997.729195 + Penalty 2448.450456 = -161549.278740
  nChanged 53
		SP:Iteration 7Q (38789.310000 sec): 3 clusters
  Score: Raw -164055.908621 + Penalty 2448.450456 = -161607.458166
  nChanged 41
		SP:Iteration 8Q (38789.500000 sec): 3 clusters
  Score: Raw -164093.369252 + Penalty 2448.450456 = -161644.918796
  nChanged 27
		SP:Iteration 9Q (38789.660000 sec): 3 clusters
  Score: Raw -164114.725267 + Penalty 2448.450456 = -161666.274812
  nChanged 20
		SP:Iteration 10Q (38789.850000 sec): 3 clusters
  Score: Raw -164127.031748 + Penalty 2448.450456 = -161678.581292
  nChanged 15
		SP:Iteration 11Q (38790.060000 sec): 3 clusters
  Score: Raw -164143.215225 + Penalty 2448.450456 = -161694.764769
  nChanged 11
		SP:Iteration 12Q (38790.240000 sec): 3 clusters
  Score: Raw -164152.899505 + Penalty 2448.450456 = -161704.449049
  nChanged 7
		SP:Iteration 13Q (38790.430000 sec): 3 clusters
  Score: Raw -164158.968410 + Penalty 2448.450456 = -161710.517954
  nChanged 7
		SP:Iteration 14Q (38790.610000 sec): 3 clusters
  Score: Raw -164162.289567 + Penalty 2448.450456 = -161713.839111
  nChanged 3
		SP:Iteration 15Q (38790.820000 sec): 3 clusters
  Score: Raw -164163.531506 + Penalty 2448.450456 = -161715.081051
  nChanged 2
		SP:Iteration 16Q (38791.030000 sec): 3 clusters
  Score: Raw -164164.055307 + Penalty 2448.450456 = -161715.604851
  nChanged 1
		SP:Iteration 17Q (38791.220000 sec): 3 clusters
  Score: Raw -164164.838422 + Penalty 2448.450456 = -161716.387967
  nChanged 1
		SP:Iteration 18Q (38791.450000 sec): 3 clusters
  Score: Raw -164165.163364 + Penalty 2448.450456 = -161716.712908
  nChanged 0
		SP:Iteration 19F (38791.640000 sec): 3 clusters
  Score: Raw -164165.163364 + Penalty 2448.450456 = -161716.712908
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (42185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38791.970000 sec): 2 clusters
  Score: Raw -4031809.570123 + Penalty 1730.595748 = -4030078.974376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38792.320000 sec): 3 clusters
  Score: Raw -4005311.476979 + Penalty 3461.191496 = -4001850.285484
  nChanged 19662
		SP:Iteration 1F (38792.690000 sec): 3 clusters
  Score: Raw -4017081.130038 + Penalty 3461.191496 = -4013619.938543
  nChanged 2246
		SP:Iteration 2F (38793.100000 sec): 3 clusters
  Score: Raw -4018052.968921 + Penalty 3461.191496 = -4014591.777426
  nChanged 2343
		SP:Iteration 3F (38793.480000 sec): 3 clusters
  Score: Raw -4019231.613731 + Penalty 3461.191496 = -4015770.422236
  nChanged 2472
		SP:Iteration 4F (38793.940000 sec): 3 clusters
  Score: Raw -4020645.522790 + Penalty 3461.191496 = -4017184.331295
  nChanged 2580
		SP:Iteration 5F (38794.340000 sec): 3 clusters
  Score: Raw -4022159.619044 + Penalty 3461.191496 = -4018698.427549
  nChanged 2512
		SP:Iteration 6F (38794.730000 sec): 3 clusters
  Score: Raw -4023738.506539 + Penalty 3461.191496 = -4020277.315043
  nChanged 2427
		SP:Iteration 7F (38795.160000 sec): 3 clusters
  Score: Raw -4025311.415791 + Penalty 3461.191496 = -4021850.224296
  nChanged 2118
		SP:Iteration 8F (38795.580000 sec): 3 clusters
  Score: Raw -4026605.142421 + Penalty 3461.191496 = -4023143.950925
  nChanged 1744
		SP:Iteration 9Q (38795.980000 sec): 3 clusters
  Score: Raw -4027549.446977 + Penalty 3461.191496 = -4024088.255481
  nChanged 1358
		SP:Iteration 10Q (38796.450000 sec): 3 clusters
  Score: Raw -4028117.486466 + Penalty 3461.191496 = -4024656.294971
  nChanged 1018
		SP:Iteration 11Q (38796.940000 sec): 3 clusters
  Score: Raw -4028451.697907 + Penalty 3461.191496 = -4024990.506411
  nChanged 727
		SP:Iteration 12Q (38797.360000 sec): 3 clusters
  Score: Raw -4028663.964498 + Penalty 3461.191496 = -4025202.773003
  nChanged 570
		SP:Iteration 13Q (38797.840000 sec): 3 clusters
  Score: Raw -4028825.297360 + Penalty 3461.191496 = -4025364.105864
  nChanged 544
		SP:Iteration 14Q (38798.330000 sec): 3 clusters
  Score: Raw -4028968.580545 + Penalty 3461.191496 = -4025507.389050
  nChanged 516
		SP:Iteration 15Q (38798.770000 sec): 3 clusters
  Score: Raw -4029104.500136 + Penalty 3461.191496 = -4025643.308641
  nChanged 480
		SP:Iteration 16Q (38799.260000 sec): 3 clusters
  Score: Raw -4029216.840643 + Penalty 3461.191496 = -4025755.649147
  nChanged 424
		SP:Iteration 17Q (38799.690000 sec): 3 clusters
  Score: Raw -4029320.944196 + Penalty 3461.191496 = -4025859.752700
  nChanged 418
		SP:Iteration 18Q (38800.070000 sec): 3 clusters
  Score: Raw -4029422.300826 + Penalty 3461.191496 = -4025961.109330
  nChanged 408
		SP:Iteration 19Q (38800.570000 sec): 3 clusters
  Score: Raw -4029518.324079 + Penalty 3461.191496 = -4026057.132583
  nChanged 409
		SP:Iteration 20F (38801.050000 sec): 3 clusters
  Score: Raw -4029621.341730 + Penalty 3461.191496 = -4026160.150234
  nChanged 390
		SP:Iteration 21Q (38801.490000 sec): 3 clusters
  Score: Raw -4029702.803661 + Penalty 3461.191496 = -4026241.612165
  nChanged 339
		SP:Iteration 22Q (38801.910000 sec): 3 clusters
  Score: Raw -4029767.438004 + Penalty 3461.191496 = -4026306.246508
  nChanged 295
		SP:Iteration 23Q (38802.360000 sec): 3 clusters
  Score: Raw -4029819.740510 + Penalty 3461.191496 = -4026358.549014
  nChanged 292
		SP:Iteration 24Q (38802.790000 sec): 3 clusters
  Score: Raw -4029875.094895 + Penalty 3461.191496 = -4026413.903399
  nChanged 289
		SP:Iteration 25Q (38803.260000 sec): 3 clusters
  Score: Raw -4029927.854297 + Penalty 3461.191496 = -4026466.662801
  nChanged 299
		SP:Iteration 26Q (38803.680000 sec): 3 clusters
  Score: Raw -4029987.976610 + Penalty 3461.191496 = -4026526.785114
  nChanged 306
		SP:Iteration 27Q (38804.120000 sec): 3 clusters
  Score: Raw -4030053.074470 + Penalty 3461.191496 = -4026591.882975
  nChanged 295
		SP:Iteration 28Q (38804.640000 sec): 3 clusters
  Score: Raw -4030113.822931 + Penalty 3461.191496 = -4026652.631436
  nChanged 301
		SP:Iteration 29Q (38805.120000 sec): 3 clusters
  Score: Raw -4030177.478577 + Penalty 3461.191496 = -4026716.287082
  nChanged 301
		SP:Iteration 30Q (38805.660000 sec): 3 clusters
  Score: Raw -4030239.917499 + Penalty 3461.191496 = -4026778.726003
  nChanged 321
		SP:Iteration 31Q (38806.140000 sec): 3 clusters
  Score: Raw -4030303.979417 + Penalty 3461.191496 = -4026842.787921
  nChanged 287
		SP:Iteration 32Q (38806.660000 sec): 3 clusters
  Score: Raw -4030359.634052 + Penalty 3461.191496 = -4026898.442556
  nChanged 279
		SP:Iteration 33Q (38807.180000 sec): 3 clusters
  Score: Raw -4030423.912977 + Penalty 3461.191496 = -4026962.721481
  nChanged 303
		SP:Iteration 34Q (38807.620000 sec): 3 clusters
  Score: Raw -4030493.088147 + Penalty 3461.191496 = -4027031.896651
  nChanged 287
		SP:Iteration 35Q (38808.170000 sec): 3 clusters
  Score: Raw -4030556.064794 + Penalty 3461.191496 = -4027094.873298
  nChanged 282
		SP:Iteration 36Q (38808.620000 sec): 3 clusters
  Score: Raw -4030617.691231 + Penalty 3461.191496 = -4027156.499735
  nChanged 299
		SP:Iteration 37Q (38809.100000 sec): 3 clusters
  Score: Raw -4030685.962590 + Penalty 3461.191496 = -4027224.771095
  nChanged 316
		SP:Iteration 38Q (38809.580000 sec): 3 clusters
  Score: Raw -4030767.826052 + Penalty 3461.191496 = -4027306.634556
  nChanged 322
		SP:Iteration 39Q (38810.080000 sec): 3 clusters
  Score: Raw -4030852.634624 + Penalty 3461.191496 = -4027391.443128
  nChanged 338
		SP:Iteration 40F (38810.610000 sec): 3 clusters
  Score: Raw -4030947.138439 + Penalty 3461.191496 = -4027485.946944
  nChanged 346
		SP:Iteration 41Q (38811.020000 sec): 3 clusters
  Score: Raw -4031054.970740 + Penalty 3461.191496 = -4027593.779245
  nChanged 360
		SP:Iteration 42Q (38811.420000 sec): 3 clusters
  Score: Raw -4031178.355900 + Penalty 3461.191496 = -4027717.164404
  nChanged 364
		SP:Iteration 43Q (38811.860000 sec): 3 clusters
  Score: Raw -4031309.882934 + Penalty 3461.191496 = -4027848.691438
  nChanged 388
		SP:Iteration 44Q (38812.280000 sec): 3 clusters
  Score: Raw -4031456.939877 + Penalty 3461.191496 = -4027995.748382
  nChanged 394
		SP:Iteration 45Q (38812.730000 sec): 3 clusters
  Score: Raw -4031601.157996 + Penalty 3461.191496 = -4028139.966500
  nChanged 401
		SP:Iteration 46Q (38813.110000 sec): 3 clusters
  Score: Raw -4031762.854131 + Penalty 3461.191496 = -4028301.662635
  nChanged 398
		SP:Iteration 47Q (38813.530000 sec): 3 clusters
  Score: Raw -4031925.515796 + Penalty 3461.191496 = -4028464.324300
  nChanged 369
		SP:Iteration 48Q (38814.030000 sec): 3 clusters
  Score: Raw -4032082.882713 + Penalty 3461.191496 = -4028621.691217
  nChanged 351
		SP:Iteration 49Q (38814.460000 sec): 3 clusters
  Score: Raw -4032225.951136 + Penalty 3461.191496 = -4028764.759641
  nChanged 319
		SP:Iteration 50Q (38814.850000 sec): 3 clusters
  Score: Raw -4032347.705413 + Penalty 3461.191496 = -4028886.513918
  nChanged 267
		SP:Iteration 51Q (38815.250000 sec): 3 clusters
  Score: Raw -4032439.778155 + Penalty 3461.191496 = -4028978.586659
  nChanged 257
		SP:Iteration 52Q (38815.650000 sec): 3 clusters
  Score: Raw -4032524.683944 + Penalty 3461.191496 = -4029063.492448
  nChanged 247
		SP:Iteration 53Q (38816.030000 sec): 3 clusters
  Score: Raw -4032602.625572 + Penalty 3461.191496 = -4029141.434077
  nChanged 214
		SP:Iteration 54Q (38816.420000 sec): 3 clusters
  Score: Raw -4032670.835123 + Penalty 3461.191496 = -4029209.643627
  nChanged 220
		SP:Iteration 55Q (38816.830000 sec): 3 clusters
  Score: Raw -4032742.052962 + Penalty 3461.191496 = -4029280.861466
  nChanged 208
		SP:Iteration 56Q (38817.290000 sec): 3 clusters
  Score: Raw -4032804.606817 + Penalty 3461.191496 = -4029343.415321
  nChanged 170
		SP:Iteration 57Q (38817.700000 sec): 3 clusters
  Score: Raw -4032854.342400 + Penalty 3461.191496 = -4029393.150905
  nChanged 145
		SP:Iteration 58Q (38818.130000 sec): 3 clusters
  Score: Raw -4032894.395707 + Penalty 3461.191496 = -4029433.204212
  nChanged 121
		SP:Iteration 59Q (38818.570000 sec): 3 clusters
  Score: Raw -4032924.911992 + Penalty 3461.191496 = -4029463.720497
  nChanged 123
		SP:Iteration 60F (38819.010000 sec): 3 clusters
  Score: Raw -4032953.709631 + Penalty 3461.191496 = -4029492.518136
  nChanged 96
		SP:Iteration 61Q (38819.380000 sec): 3 clusters
  Score: Raw -4032978.079357 + Penalty 3461.191496 = -4029516.887862
  nChanged 79
		SP:Iteration 62Q (38819.830000 sec): 3 clusters
  Score: Raw -4032996.224432 + Penalty 3461.191496 = -4029535.032936
  nChanged 69
		SP:Iteration 63Q (38820.230000 sec): 3 clusters
  Score: Raw -4033009.831318 + Penalty 3461.191496 = -4029548.639823
  nChanged 53
		SP:Iteration 64Q (38820.640000 sec): 3 clusters
  Score: Raw -4033020.882023 + Penalty 3461.191496 = -4029559.690527
  nChanged 42
		SP:Iteration 65Q (38821.050000 sec): 3 clusters
  Score: Raw -4033029.526032 + Penalty 3461.191496 = -4029568.334536
  nChanged 44
		SP:Iteration 66Q (38821.460000 sec): 3 clusters
  Score: Raw -4033037.381856 + Penalty 3461.191496 = -4029576.190361
  nChanged 41
		SP:Iteration 67Q (38821.840000 sec): 3 clusters
  Score: Raw -4033044.708833 + Penalty 3461.191496 = -4029583.517337
  nChanged 37
		SP:Iteration 68Q (38822.210000 sec): 3 clusters
  Score: Raw -4033051.775346 + Penalty 3461.191496 = -4029590.583850
  nChanged 21
		SP:Iteration 69Q (38822.650000 sec): 3 clusters
  Score: Raw -4033054.939744 + Penalty 3461.191496 = -4029593.748248
  nChanged 22
		SP:Iteration 70Q (38823.030000 sec): 3 clusters
  Score: Raw -4033058.511455 + Penalty 3461.191496 = -4029597.319959
  nChanged 19
		SP:Iteration 71Q (38823.440000 sec): 3 clusters
  Score: Raw -4033061.543667 + Penalty 3461.191496 = -4029600.352172
  nChanged 20
		SP:Iteration 72Q (38823.840000 sec): 3 clusters
  Score: Raw -4033064.456743 + Penalty 3461.191496 = -4029603.265248
  nChanged 18
		SP:Iteration 73Q (38824.280000 sec): 3 clusters
  Score: Raw -4033067.880782 + Penalty 3461.191496 = -4029606.689286
  nChanged 14
		SP:Iteration 74Q (38824.650000 sec): 3 clusters
  Score: Raw -4033070.818260 + Penalty 3461.191496 = -4029609.626765
  nChanged 17
		SP:Iteration 75Q (38825.080000 sec): 3 clusters
  Score: Raw -4033073.647069 + Penalty 3461.191496 = -4029612.455573
  nChanged 9
		SP:Iteration 76Q (38825.450000 sec): 3 clusters
  Score: Raw -4033075.095762 + Penalty 3461.191496 = -4029613.904266
  nChanged 12
		SP:Iteration 77Q (38825.870000 sec): 3 clusters
  Score: Raw -4033076.658626 + Penalty 3461.191496 = -4029615.467130
  nChanged 9
		SP:Iteration 78Q (38826.300000 sec): 3 clusters
  Score: Raw -4033077.623957 + Penalty 3461.191496 = -4029616.432462
  nChanged 7
		SP:Iteration 79Q (38826.720000 sec): 3 clusters
  Score: Raw -4033078.324770 + Penalty 3461.191496 = -4029617.133275
  nChanged 5
		SP:Iteration 80F (38827.180000 sec): 3 clusters
  Score: Raw -4033078.845220 + Penalty 3461.191496 = -4029617.653724
  nChanged 2
		SP:Iteration 81Q (38827.530000 sec): 3 clusters
  Score: Raw -4033079.070760 + Penalty 3461.191496 = -4029617.879264
  nChanged 1
		SP:Iteration 82Q (38828.010000 sec): 3 clusters
  Score: Raw -4033079.138794 + Penalty 3461.191496 = -4029617.947298
  nChanged 2
		SP:Iteration 83Q (38828.560000 sec): 3 clusters
  Score: Raw -4033079.306358 + Penalty 3461.191496 = -4029618.114862
  nChanged 1
		SP:Iteration 84Q (38828.940000 sec): 3 clusters
  Score: Raw -4033079.547249 + Penalty 3461.191496 = -4029618.355753
  nChanged 0
		SP:Iteration 85F (38829.480000 sec): 3 clusters
  Score: Raw -4033079.547249 + Penalty 3461.191496 = -4029618.355753
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38829.670000 sec): 2 clusters
  Score: Raw -1793753.412190 + Penalty 1580.616326 = -1792172.795864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38829.960000 sec): 3 clusters
  Score: Raw -1783821.040608 + Penalty 3161.232652 = -1780659.807956
  nChanged 7505
		SP:Iteration 1F (38830.280000 sec): 3 clusters
  Score: Raw -1787843.098362 + Penalty 3161.232652 = -1784681.865710
  nChanged 923
		SP:Iteration 2F (38830.590000 sec): 3 clusters
  Score: Raw -1788257.679272 + Penalty 3161.232652 = -1785096.446620
  nChanged 906
		SP:Iteration 3F (38830.830000 sec): 3 clusters
  Score: Raw -1788715.020958 + Penalty 3161.232652 = -1785553.788306
  nChanged 946
		SP:Iteration 4F (38831.150000 sec): 3 clusters
  Score: Raw -1789303.643624 + Penalty 3161.232652 = -1786142.410972
  nChanged 1069
		SP:Iteration 5F (38831.480000 sec): 3 clusters
  Score: Raw -1790017.762179 + Penalty 3161.232652 = -1786856.529527
  nChanged 1153
		SP:Iteration 6F (38831.810000 sec): 3 clusters
  Score: Raw -1790781.740682 + Penalty 3161.232652 = -1787620.508029
  nChanged 1024
		SP:Iteration 7F (38832.160000 sec): 3 clusters
  Score: Raw -1791337.856829 + Penalty 3161.232652 = -1788176.624177
  nChanged 792
		SP:Iteration 8Q (38832.500000 sec): 3 clusters
  Score: Raw -1791716.415419 + Penalty 3161.232652 = -1788555.182767
  nChanged 629
		SP:Iteration 9Q (38832.790000 sec): 3 clusters
  Score: Raw -1791951.913510 + Penalty 3161.232652 = -1788790.680858
  nChanged 460
		SP:Iteration 10Q (38833.160000 sec): 3 clusters
  Score: Raw -1792107.345892 + Penalty 3161.232652 = -1788946.113240
  nChanged 375
		SP:Iteration 11Q (38833.450000 sec): 3 clusters
  Score: Raw -1792220.116242 + Penalty 3161.232652 = -1789058.883590
  nChanged 298
		SP:Iteration 12Q (38833.750000 sec): 3 clusters
  Score: Raw -1792307.711287 + Penalty 3161.232652 = -1789146.478634
  nChanged 273
		SP:Iteration 13Q (38834.050000 sec): 3 clusters
  Score: Raw -1792393.081470 + Penalty 3161.232652 = -1789231.848818
  nChanged 290
		SP:Iteration 14Q (38834.370000 sec): 3 clusters
  Score: Raw -1792479.012932 + Penalty 3161.232652 = -1789317.780280
  nChanged 300
		SP:Iteration 15Q (38834.660000 sec): 3 clusters
  Score: Raw -1792562.735709 + Penalty 3161.232652 = -1789401.503057
  nChanged 286
		SP:Iteration 16Q (38835.000000 sec): 3 clusters
  Score: Raw -1792649.010511 + Penalty 3161.232652 = -1789487.777859
  nChanged 297
		SP:Iteration 17Q (38835.280000 sec): 3 clusters
  Score: Raw -1792736.451045 + Penalty 3161.232652 = -1789575.218393
  nChanged 275
		SP:Iteration 18Q (38835.560000 sec): 3 clusters
  Score: Raw -1792809.834143 + Penalty 3161.232652 = -1789648.601491
  nChanged 260
		SP:Iteration 19Q (38835.790000 sec): 3 clusters
  Score: Raw -1792877.315066 + Penalty 3161.232652 = -1789716.082414
  nChanged 244
		SP:Iteration 20F (38836.070000 sec): 3 clusters
  Score: Raw -1792938.296721 + Penalty 3161.232652 = -1789777.064069
  nChanged 248
		SP:Iteration 21Q (38836.310000 sec): 3 clusters
  Score: Raw -1792996.763371 + Penalty 3161.232652 = -1789835.530719
  nChanged 254
		SP:Iteration 22Q (38836.580000 sec): 3 clusters
  Score: Raw -1793058.868291 + Penalty 3161.232652 = -1789897.635639
  nChanged 261
		SP:Iteration 23Q (38836.860000 sec): 3 clusters
  Score: Raw -1793121.708943 + Penalty 3161.232652 = -1789960.476291
  nChanged 240
		SP:Iteration 24Q (38837.090000 sec): 3 clusters
  Score: Raw -1793180.068166 + Penalty 3161.232652 = -1790018.835514
  nChanged 238
		SP:Iteration 25Q (38837.380000 sec): 3 clusters
  Score: Raw -1793245.810746 + Penalty 3161.232652 = -1790084.578094
  nChanged 264
		SP:Iteration 26Q (38837.660000 sec): 3 clusters
  Score: Raw -1793319.180799 + Penalty 3161.232652 = -1790157.948147
  nChanged 234
		SP:Iteration 27Q (38837.910000 sec): 3 clusters
  Score: Raw -1793388.245457 + Penalty 3161.232652 = -1790227.012805
  nChanged 246
		SP:Iteration 28Q (38838.140000 sec): 3 clusters
  Score: Raw -1793457.534243 + Penalty 3161.232652 = -1790296.301591
  nChanged 234
		SP:Iteration 29Q (38838.370000 sec): 3 clusters
  Score: Raw -1793525.343120 + Penalty 3161.232652 = -1790364.110468
  nChanged 213
		SP:Iteration 30Q (38838.680000 sec): 3 clusters
  Score: Raw -1793583.118316 + Penalty 3161.232652 = -1790421.885663
  nChanged 202
		SP:Iteration 31Q (38838.920000 sec): 3 clusters
  Score: Raw -1793645.389286 + Penalty 3161.232652 = -1790484.156634
  nChanged 192
		SP:Iteration 32Q (38839.140000 sec): 3 clusters
  Score: Raw -1793705.897199 + Penalty 3161.232652 = -1790544.664547
  nChanged 174
		SP:Iteration 33Q (38839.380000 sec): 3 clusters
  Score: Raw -1793760.490950 + Penalty 3161.232652 = -1790599.258298
  nChanged 144
		SP:Iteration 34Q (38839.680000 sec): 3 clusters
  Score: Raw -1793803.547227 + Penalty 3161.232652 = -1790642.314575
  nChanged 130
		SP:Iteration 35Q (38839.920000 sec): 3 clusters
  Score: Raw -1793840.308584 + Penalty 3161.232652 = -1790679.075932
  nChanged 127
		SP:Iteration 36Q (38840.180000 sec): 3 clusters
  Score: Raw -1793875.166840 + Penalty 3161.232652 = -1790713.934188
  nChanged 108
		SP:Iteration 37Q (38840.490000 sec): 3 clusters
  Score: Raw -1793900.981320 + Penalty 3161.232652 = -1790739.748668
  nChanged 83
		SP:Iteration 38Q (38840.820000 sec): 3 clusters
  Score: Raw -1793922.007912 + Penalty 3161.232652 = -1790760.775260
  nChanged 70
		SP:Iteration 39Q (38841.120000 sec): 3 clusters
  Score: Raw -1793937.320332 + Penalty 3161.232652 = -1790776.087680
  nChanged 54
		SP:Iteration 40F (38841.370000 sec): 3 clusters
  Score: Raw -1793949.707430 + Penalty 3161.232652 = -1790788.474778
  nChanged 48
		SP:Iteration 41Q (38841.620000 sec): 3 clusters
  Score: Raw -1793961.668998 + Penalty 3161.232652 = -1790800.436345
  nChanged 49
		SP:Iteration 42Q (38841.900000 sec): 3 clusters
  Score: Raw -1793973.268579 + Penalty 3161.232652 = -1790812.035927
  nChanged 54
		SP:Iteration 43Q (38842.150000 sec): 3 clusters
  Score: Raw -1793986.575390 + Penalty 3161.232652 = -1790825.342738
  nChanged 44
		SP:Iteration 44Q (38842.460000 sec): 3 clusters
  Score: Raw -1793996.301883 + Penalty 3161.232652 = -1790835.069230
  nChanged 49
		SP:Iteration 45Q (38842.780000 sec): 3 clusters
  Score: Raw -1794005.651508 + Penalty 3161.232652 = -1790844.418856
  nChanged 36
		SP:Iteration 46Q (38843.060000 sec): 3 clusters
  Score: Raw -1794014.526188 + Penalty 3161.232652 = -1790853.293536
  nChanged 38
		SP:Iteration 47Q (38843.300000 sec): 3 clusters
  Score: Raw -1794022.221761 + Penalty 3161.232652 = -1790860.989109
  nChanged 33
		SP:Iteration 48Q (38843.580000 sec): 3 clusters
  Score: Raw -1794030.762470 + Penalty 3161.232652 = -1790869.529818
  nChanged 34
		SP:Iteration 49Q (38843.820000 sec): 3 clusters
  Score: Raw -1794040.467539 + Penalty 3161.232652 = -1790879.234886
  nChanged 42
		SP:Iteration 50Q (38844.020000 sec): 3 clusters
  Score: Raw -1794051.112626 + Penalty 3161.232652 = -1790889.879974
  nChanged 43
		SP:Iteration 51Q (38844.290000 sec): 3 clusters
  Score: Raw -1794062.555474 + Penalty 3161.232652 = -1790901.322821
  nChanged 37
		SP:Iteration 52Q (38844.500000 sec): 3 clusters
  Score: Raw -1794070.843419 + Penalty 3161.232652 = -1790909.610767
  nChanged 27
		SP:Iteration 53Q (38844.730000 sec): 3 clusters
  Score: Raw -1794077.461187 + Penalty 3161.232652 = -1790916.228535
  nChanged 30
		SP:Iteration 54Q (38845.040000 sec): 3 clusters
  Score: Raw -1794084.474697 + Penalty 3161.232652 = -1790923.242045
  nChanged 24
		SP:Iteration 55Q (38845.390000 sec): 3 clusters
  Score: Raw -1794090.009676 + Penalty 3161.232652 = -1790928.777024
  nChanged 26
		SP:Iteration 56Q (38845.630000 sec): 3 clusters
  Score: Raw -1794096.226167 + Penalty 3161.232652 = -1790934.993515
  nChanged 18
		SP:Iteration 57Q (38845.890000 sec): 3 clusters
  Score: Raw -1794100.544997 + Penalty 3161.232652 = -1790939.312345
  nChanged 20
		SP:Iteration 58Q (38846.200000 sec): 3 clusters
  Score: Raw -1794104.437710 + Penalty 3161.232652 = -1790943.205058
  nChanged 13
		SP:Iteration 59Q (38846.520000 sec): 3 clusters
  Score: Raw -1794107.387453 + Penalty 3161.232652 = -1790946.154800
  nChanged 12
		SP:Iteration 60F (38846.800000 sec): 3 clusters
  Score: Raw -1794110.921590 + Penalty 3161.232652 = -1790949.688938
  nChanged 21
		SP:Iteration 61Q (38847.130000 sec): 3 clusters
  Score: Raw -1794116.067487 + Penalty 3161.232652 = -1790954.834835
  nChanged 17
		SP:Iteration 62Q (38847.370000 sec): 3 clusters
  Score: Raw -1794119.727350 + Penalty 3161.232652 = -1790958.494698
  nChanged 12
		SP:Iteration 63Q (38847.610000 sec): 3 clusters
  Score: Raw -1794122.040822 + Penalty 3161.232652 = -1790960.808170
  nChanged 10
		SP:Iteration 64Q (38847.890000 sec): 3 clusters
  Score: Raw -1794124.519684 + Penalty 3161.232652 = -1790963.287032
  nChanged 8
		SP:Iteration 65Q (38848.140000 sec): 3 clusters
  Score: Raw -1794126.734999 + Penalty 3161.232652 = -1790965.502347
  nChanged 8
		SP:Iteration 66Q (38848.390000 sec): 3 clusters
  Score: Raw -1794128.487257 + Penalty 3161.232652 = -1790967.254605
  nChanged 6
		SP:Iteration 67Q (38848.670000 sec): 3 clusters
  Score: Raw -1794129.649283 + Penalty 3161.232652 = -1790968.416631
  nChanged 8
		SP:Iteration 68Q (38848.940000 sec): 3 clusters
  Score: Raw -1794131.595448 + Penalty 3161.232652 = -1790970.362796
  nChanged 8
		SP:Iteration 69Q (38849.190000 sec): 3 clusters
  Score: Raw -1794133.245081 + Penalty 3161.232652 = -1790972.012429
  nChanged 4
		SP:Iteration 70Q (38849.460000 sec): 3 clusters
  Score: Raw -1794134.004289 + Penalty 3161.232652 = -1790972.771637
  nChanged 7
		SP:Iteration 71Q (38849.790000 sec): 3 clusters
  Score: Raw -1794135.734346 + Penalty 3161.232652 = -1790974.501694
  nChanged 9
		SP:Iteration 72Q (38850.020000 sec): 3 clusters
  Score: Raw -1794137.425487 + Penalty 3161.232652 = -1790976.192834
  nChanged 4
		SP:Iteration 73Q (38850.320000 sec): 3 clusters
  Score: Raw -1794138.342942 + Penalty 3161.232652 = -1790977.110290
  nChanged 12
		SP:Iteration 74Q (38850.600000 sec): 3 clusters
  Score: Raw -1794140.845165 + Penalty 3161.232652 = -1790979.612513
  nChanged 11
		SP:Iteration 75Q (38850.820000 sec): 3 clusters
  Score: Raw -1794142.851455 + Penalty 3161.232652 = -1790981.618803
  nChanged 8
		SP:Iteration 76Q (38851.100000 sec): 3 clusters
  Score: Raw -1794144.382466 + Penalty 3161.232652 = -1790983.149813
  nChanged 7
		SP:Iteration 77Q (38851.390000 sec): 3 clusters
  Score: Raw -1794145.535875 + Penalty 3161.232652 = -1790984.303223
  nChanged 4
		SP:Iteration 78Q (38851.700000 sec): 3 clusters
  Score: Raw -1794146.251325 + Penalty 3161.232652 = -1790985.018673
  nChanged 7
		SP:Iteration 79Q (38852.010000 sec): 3 clusters
  Score: Raw -1794147.424555 + Penalty 3161.232652 = -1790986.191903
  nChanged 9
		SP:Iteration 80F (38852.290000 sec): 3 clusters
  Score: Raw -1794149.656230 + Penalty 3161.232652 = -1790988.423578
  nChanged 13
		SP:Iteration 81Q (38852.580000 sec): 3 clusters
  Score: Raw -1794152.714153 + Penalty 3161.232652 = -1790991.481501
  nChanged 16
		SP:Iteration 82Q (38852.820000 sec): 3 clusters
  Score: Raw -1794156.920312 + Penalty 3161.232652 = -1790995.687660
  nChanged 10
		SP:Iteration 83Q (38853.120000 sec): 3 clusters
  Score: Raw -1794158.643539 + Penalty 3161.232652 = -1790997.410887
  nChanged 8
		SP:Iteration 84Q (38853.350000 sec): 3 clusters
  Score: Raw -1794160.409484 + Penalty 3161.232652 = -1790999.176832
  nChanged 8
		SP:Iteration 85Q (38853.610000 sec): 3 clusters
  Score: Raw -1794161.820990 + Penalty 3161.232652 = -1791000.588338
  nChanged 3
		SP:Iteration 86Q (38853.860000 sec): 3 clusters
  Score: Raw -1794162.539280 + Penalty 3161.232652 = -1791001.306628
  nChanged 6
		SP:Iteration 87Q (38854.150000 sec): 3 clusters
  Score: Raw -1794163.457089 + Penalty 3161.232652 = -1791002.224437
  nChanged 4
		SP:Iteration 88Q (38854.460000 sec): 3 clusters
  Score: Raw -1794164.592223 + Penalty 3161.232652 = -1791003.359571
  nChanged 8
		SP:Iteration 89Q (38854.700000 sec): 3 clusters
  Score: Raw -1794166.774859 + Penalty 3161.232652 = -1791005.542207
  nChanged 8
		SP:Iteration 90Q (38855.040000 sec): 3 clusters
  Score: Raw -1794169.076592 + Penalty 3161.232652 = -1791007.843939
  nChanged 11
		SP:Iteration 91Q (38855.310000 sec): 3 clusters
  Score: Raw -1794171.644483 + Penalty 3161.232652 = -1791010.411831
  nChanged 13
		SP:Iteration 92Q (38855.640000 sec): 3 clusters
  Score: Raw -1794175.294015 + Penalty 3161.232652 = -1791014.061363
  nChanged 15
		SP:Iteration 93Q (38856.000000 sec): 3 clusters
  Score: Raw -1794179.323319 + Penalty 3161.232652 = -1791018.090667
  nChanged 17
		SP:Iteration 94Q (38856.260000 sec): 3 clusters
  Score: Raw -1794183.931671 + Penalty 3161.232652 = -1791022.699019
  nChanged 12
		SP:Iteration 95Q (38856.540000 sec): 3 clusters
  Score: Raw -1794187.679523 + Penalty 3161.232652 = -1791026.446871
  nChanged 10
		SP:Iteration 96Q (38856.890000 sec): 3 clusters
  Score: Raw -1794189.296458 + Penalty 3161.232652 = -1791028.063806
  nChanged 4
		SP:Iteration 97Q (38857.120000 sec): 3 clusters
  Score: Raw -1794190.138905 + Penalty 3161.232652 = -1791028.906253
  nChanged 1
		SP:Iteration 98Q (38857.420000 sec): 3 clusters
  Score: Raw -1794190.331153 + Penalty 3161.232652 = -1791029.098501
  nChanged 1
		SP:Iteration 99Q (38857.660000 sec): 3 clusters
  Score: Raw -1794190.450486 + Penalty 3161.232652 = -1791029.217834
  nChanged 1
		SP:Iteration 100F (38857.950000 sec): 3 clusters
  Score: Raw -1794190.563760 + Penalty 3161.232652 = -1791029.331108
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38858.300000 sec): 2 clusters
  Score: Raw -4395901.020136 + Penalty 1726.484073 = -4394174.536063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38858.680000 sec): 3 clusters
  Score: Raw -4370018.756138 + Penalty 3452.968147 = -4366565.787992
  nChanged 19244
		SP:Iteration 1F (38859.080000 sec): 3 clusters
  Score: Raw -4381518.839936 + Penalty 3452.968147 = -4378065.871790
  nChanged 2237
		SP:Iteration 2F (38859.440000 sec): 3 clusters
  Score: Raw -4382669.252365 + Penalty 3452.968147 = -4379216.284219
  nChanged 2579
		SP:Iteration 3F (38859.930000 sec): 3 clusters
  Score: Raw -4384267.518517 + Penalty 3452.968147 = -4380814.550370
  nChanged 2918
		SP:Iteration 4F (38860.310000 sec): 3 clusters
  Score: Raw -4386310.312767 + Penalty 3452.968147 = -4382857.344620
  nChanged 3016
		SP:Iteration 5F (38860.740000 sec): 3 clusters
  Score: Raw -4388656.541203 + Penalty 3452.968147 = -4385203.573056
  nChanged 2860
		SP:Iteration 6F (38861.130000 sec): 3 clusters
  Score: Raw -4391224.722339 + Penalty 3452.968147 = -4387771.754193
  nChanged 2285
		SP:Iteration 7F (38861.570000 sec): 3 clusters
  Score: Raw -4393502.163881 + Penalty 3452.968147 = -4390049.195735
  nChanged 1611
		SP:Iteration 8Q (38861.970000 sec): 3 clusters
  Score: Raw -4394901.996197 + Penalty 3452.968147 = -4391449.028050
  nChanged 997
		SP:Iteration 9Q (38862.430000 sec): 3 clusters
  Score: Raw -4395579.052240 + Penalty 3452.968147 = -4392126.084093
  nChanged 748
		SP:Iteration 10Q (38862.840000 sec): 3 clusters
  Score: Raw -4396020.345819 + Penalty 3452.968147 = -4392567.377673
  nChanged 608
		SP:Iteration 11Q (38863.240000 sec): 3 clusters
  Score: Raw -4396371.007692 + Penalty 3452.968147 = -4392918.039545
  nChanged 510
		SP:Iteration 12Q (38863.680000 sec): 3 clusters
  Score: Raw -4396628.938625 + Penalty 3452.968147 = -4393175.970478
  nChanged 445
		SP:Iteration 13Q (38864.100000 sec): 3 clusters
  Score: Raw -4396788.927104 + Penalty 3452.968147 = -4393335.958957
  nChanged 342
		SP:Iteration 14Q (38864.540000 sec): 3 clusters
  Score: Raw -4396893.109223 + Penalty 3452.968147 = -4393440.141076
  nChanged 269
		SP:Iteration 15Q (38864.910000 sec): 3 clusters
  Score: Raw -4396966.133832 + Penalty 3452.968147 = -4393513.165685
  nChanged 218
		SP:Iteration 16Q (38865.320000 sec): 3 clusters
  Score: Raw -4397011.948797 + Penalty 3452.968147 = -4393558.980651
  nChanged 174
		SP:Iteration 17Q (38865.750000 sec): 3 clusters
  Score: Raw -4397042.475720 + Penalty 3452.968147 = -4393589.507574
  nChanged 158
		SP:Iteration 18Q (38866.210000 sec): 3 clusters
  Score: Raw -4397073.155473 + Penalty 3452.968147 = -4393620.187327
  nChanged 145
		SP:Iteration 19Q (38866.620000 sec): 3 clusters
  Score: Raw -4397097.535534 + Penalty 3452.968147 = -4393644.567388
  nChanged 105
		SP:Iteration 20F (38867.010000 sec): 3 clusters
  Score: Raw -4397112.540304 + Penalty 3452.968147 = -4393659.572158
  nChanged 92
		SP:Iteration 21Q (38867.410000 sec): 3 clusters
  Score: Raw -4397123.715417 + Penalty 3452.968147 = -4393670.747270
  nChanged 83
		SP:Iteration 22Q (38867.850000 sec): 3 clusters
  Score: Raw -4397134.578349 + Penalty 3452.968147 = -4393681.610202
  nChanged 79
		SP:Iteration 23Q (38868.230000 sec): 3 clusters
  Score: Raw -4397145.054388 + Penalty 3452.968147 = -4393692.086242
  nChanged 73
		SP:Iteration 24Q (38868.550000 sec): 3 clusters
  Score: Raw -4397155.075652 + Penalty 3452.968147 = -4393702.107505
  nChanged 74
		SP:Iteration 25Q (38868.930000 sec): 3 clusters
  Score: Raw -4397163.990567 + Penalty 3452.968147 = -4393711.022421
  nChanged 62
		SP:Iteration 26Q (38869.420000 sec): 3 clusters
  Score: Raw -4397170.681307 + Penalty 3452.968147 = -4393717.713161
  nChanged 49
		SP:Iteration 27Q (38869.880000 sec): 3 clusters
  Score: Raw -4397175.537877 + Penalty 3452.968147 = -4393722.569730
  nChanged 49
		SP:Iteration 28Q (38870.320000 sec): 3 clusters
  Score: Raw -4397179.917465 + Penalty 3452.968147 = -4393726.949318
  nChanged 43
		SP:Iteration 29Q (38870.720000 sec): 3 clusters
  Score: Raw -4397184.379434 + Penalty 3452.968147 = -4393731.411288
  nChanged 31
		SP:Iteration 30Q (38871.110000 sec): 3 clusters
  Score: Raw -4397187.003143 + Penalty 3452.968147 = -4393734.034996
  nChanged 22
		SP:Iteration 31Q (38871.580000 sec): 3 clusters
  Score: Raw -4397189.096581 + Penalty 3452.968147 = -4393736.128434
  nChanged 25
		SP:Iteration 32Q (38871.940000 sec): 3 clusters
  Score: Raw -4397190.965931 + Penalty 3452.968147 = -4393737.997784
  nChanged 20
		SP:Iteration 33Q (38872.300000 sec): 3 clusters
  Score: Raw -4397192.484813 + Penalty 3452.968147 = -4393739.516666
  nChanged 25
		SP:Iteration 34Q (38872.650000 sec): 3 clusters
  Score: Raw -4397194.588008 + Penalty 3452.968147 = -4393741.619862
  nChanged 27
		SP:Iteration 35Q (38873.030000 sec): 3 clusters
  Score: Raw -4397196.792008 + Penalty 3452.968147 = -4393743.823861
  nChanged 22
		SP:Iteration 36Q (38873.360000 sec): 3 clusters
  Score: Raw -4397198.727518 + Penalty 3452.968147 = -4393745.759372
  nChanged 20
		SP:Iteration 37Q (38873.780000 sec): 3 clusters
  Score: Raw -4397200.293314 + Penalty 3452.968147 = -4393747.325167
  nChanged 18
		SP:Iteration 38Q (38874.150000 sec): 3 clusters
  Score: Raw -4397201.518523 + Penalty 3452.968147 = -4393748.550376
  nChanged 19
		SP:Iteration 39Q (38874.510000 sec): 3 clusters
  Score: Raw -4397202.585898 + Penalty 3452.968147 = -4393749.617751
  nChanged 16
		SP:Iteration 40F (38874.960000 sec): 3 clusters
  Score: Raw -4397203.657802 + Penalty 3452.968147 = -4393750.689655
  nChanged 10
		SP:Iteration 41Q (38875.360000 sec): 3 clusters
  Score: Raw -4397204.287792 + Penalty 3452.968147 = -4393751.319645
  nChanged 11
		SP:Iteration 42Q (38875.740000 sec): 3 clusters
  Score: Raw -4397204.862929 + Penalty 3452.968147 = -4393751.894782
  nChanged 8
		SP:Iteration 43Q (38876.120000 sec): 3 clusters
  Score: Raw -4397205.460136 + Penalty 3452.968147 = -4393752.491990
  nChanged 9
		SP:Iteration 44Q (38876.490000 sec): 3 clusters
  Score: Raw -4397205.897973 + Penalty 3452.968147 = -4393752.929826
  nChanged 5
		SP:Iteration 45Q (38876.900000 sec): 3 clusters
  Score: Raw -4397206.288807 + Penalty 3452.968147 = -4393753.320661
  nChanged 6
		SP:Iteration 46Q (38877.300000 sec): 3 clusters
  Score: Raw -4397206.763050 + Penalty 3452.968147 = -4393753.794903
  nChanged 9
		SP:Iteration 47Q (38877.700000 sec): 3 clusters
  Score: Raw -4397207.246475 + Penalty 3452.968147 = -4393754.278328
  nChanged 9
		SP:Iteration 48Q (38878.040000 sec): 3 clusters
  Score: Raw -4397207.833711 + Penalty 3452.968147 = -4393754.865564
  nChanged 9
		SP:Iteration 49Q (38878.410000 sec): 3 clusters
  Score: Raw -4397208.460408 + Penalty 3452.968147 = -4393755.492261
  nChanged 7
		SP:Iteration 50Q (38878.830000 sec): 3 clusters
  Score: Raw -4397208.899987 + Penalty 3452.968147 = -4393755.931840
  nChanged 6
		SP:Iteration 51Q (38879.240000 sec): 3 clusters
  Score: Raw -4397209.184524 + Penalty 3452.968147 = -4393756.216377
  nChanged 9
		SP:Iteration 52Q (38879.600000 sec): 3 clusters
  Score: Raw -4397209.577599 + Penalty 3452.968147 = -4393756.609452
  nChanged 5
		SP:Iteration 53Q (38880.000000 sec): 3 clusters
  Score: Raw -4397209.742396 + Penalty 3452.968147 = -4393756.774249
  nChanged 4
		SP:Iteration 54Q (38880.400000 sec): 3 clusters
  Score: Raw -4397209.887241 + Penalty 3452.968147 = -4393756.919095
  nChanged 6
		SP:Iteration 55Q (38880.850000 sec): 3 clusters
  Score: Raw -4397210.246385 + Penalty 3452.968147 = -4393757.278238
  nChanged 9
		SP:Iteration 56Q (38881.190000 sec): 3 clusters
  Score: Raw -4397210.649926 + Penalty 3452.968147 = -4393757.681780
  nChanged 4
		SP:Iteration 57Q (38881.570000 sec): 3 clusters
  Score: Raw -4397210.931235 + Penalty 3452.968147 = -4393757.963089
  nChanged 4
		SP:Iteration 58Q (38881.960000 sec): 3 clusters
  Score: Raw -4397211.090266 + Penalty 3452.968147 = -4393758.122120
  nChanged 2
		SP:Iteration 59Q (38882.280000 sec): 3 clusters
  Score: Raw -4397211.260480 + Penalty 3452.968147 = -4393758.292333
  nChanged 3
		SP:Iteration 60F (38882.660000 sec): 3 clusters
  Score: Raw -4397211.430338 + Penalty 3452.968147 = -4393758.462191
  nChanged 3
		SP:Iteration 61Q (38883.040000 sec): 3 clusters
  Score: Raw -4397211.542242 + Penalty 3452.968147 = -4393758.574095
  nChanged 3
		SP:Iteration 62Q (38883.450000 sec): 3 clusters
  Score: Raw -4397211.678852 + Penalty 3452.968147 = -4393758.710706
  nChanged 0
		SP:Iteration 63F (38883.870000 sec): 3 clusters
  Score: Raw -4397211.678852 + Penalty 3452.968147 = -4393758.710706
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38884.000000 sec): 2 clusters
  Score: Raw -106639.806446 + Penalty 1157.727718 = -105482.078729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38884.180000 sec): 3 clusters
  Score: Raw -106206.086502 + Penalty 2315.455435 = -103890.631067
  nChanged 386
		SP:Iteration 1F (38884.440000 sec): 3 clusters
  Score: Raw -106601.907110 + Penalty 2315.455435 = -104286.451675
  nChanged 111
		SP:Iteration 2F (38884.590000 sec): 3 clusters
  Score: Raw -106747.218399 + Penalty 2315.455435 = -104431.762964
  nChanged 66
		SP:Iteration 3F (38884.700000 sec): 3 clusters
  Score: Raw -106845.633010 + Penalty 2315.455435 = -104530.177575
  nChanged 58
		SP:Iteration 4Q (38884.900000 sec): 3 clusters
  Score: Raw -106901.730384 + Penalty 2315.455435 = -104586.274948
  nChanged 35
		SP:Iteration 5Q (38885.080000 sec): 3 clusters
  Score: Raw -106936.841802 + Penalty 2315.455435 = -104621.386367
  nChanged 29
		SP:Iteration 6Q (38885.230000 sec): 3 clusters
  Score: Raw -106964.012787 + Penalty 2315.455435 = -104648.557352
  nChanged 15
		SP:Iteration 7Q (38885.380000 sec): 3 clusters
  Score: Raw -106978.743455 + Penalty 2315.455435 = -104663.288020
  nChanged 13
		SP:Iteration 8Q (38885.520000 sec): 3 clusters
  Score: Raw -106993.635006 + Penalty 2315.455435 = -104678.179571
  nChanged 9
		SP:Iteration 9Q (38885.660000 sec): 3 clusters
  Score: Raw -107001.208037 + Penalty 2315.455435 = -104685.752602
  nChanged 7
		SP:Iteration 10Q (38885.810000 sec): 3 clusters
  Score: Raw -107009.007180 + Penalty 2315.455435 = -104693.551745
  nChanged 10
		SP:Iteration 11Q (38885.900000 sec): 3 clusters
  Score: Raw -107019.370714 + Penalty 2315.455435 = -104703.915279
  nChanged 6
		SP:Iteration 12Q (38886.050000 sec): 3 clusters
  Score: Raw -107024.830419 + Penalty 2315.455435 = -104709.374984
  nChanged 4
		SP:Iteration 13Q (38886.190000 sec): 3 clusters
  Score: Raw -107026.816589 + Penalty 2315.455435 = -104711.361153
  nChanged 3
		SP:Iteration 14Q (38886.340000 sec): 3 clusters
  Score: Raw -107030.197294 + Penalty 2315.455435 = -104714.741859
  nChanged 5
		SP:Iteration 15Q (38886.430000 sec): 3 clusters
  Score: Raw -107037.902915 + Penalty 2315.455435 = -104722.447479
  nChanged 3
		SP:Iteration 16Q (38886.580000 sec): 3 clusters
  Score: Raw -107040.150726 + Penalty 2315.455435 = -104724.695290
  nChanged 2
		SP:Iteration 17Q (38886.720000 sec): 3 clusters
  Score: Raw -107042.893019 + Penalty 2315.455435 = -104727.437583
  nChanged 3
		SP:Iteration 18Q (38886.860000 sec): 3 clusters
  Score: Raw -107046.625211 + Penalty 2315.455435 = -104731.169775
  nChanged 4
		SP:Iteration 19Q (38887.010000 sec): 3 clusters
  Score: Raw -107050.703747 + Penalty 2315.455435 = -104735.248312
  nChanged 6
		SP:Iteration 20F (38887.100000 sec): 3 clusters
  Score: Raw -107058.375355 + Penalty 2315.455435 = -104742.919919
  nChanged 5
		SP:Iteration 21Q (38887.250000 sec): 3 clusters
  Score: Raw -107063.453959 + Penalty 2315.455435 = -104747.998524
  nChanged 5
		SP:Iteration 22Q (38887.390000 sec): 3 clusters
  Score: Raw -107067.602774 + Penalty 2315.455435 = -104752.147339
  nChanged 1
		SP:Iteration 23Q (38887.490000 sec): 3 clusters
  Score: Raw -107068.067564 + Penalty 2315.455435 = -104752.612129
  nChanged 0
		SP:Iteration 24F (38887.630000 sec): 3 clusters
  Score: Raw -107068.067564 + Penalty 2315.455435 = -104752.612129
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (3961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38887.780000 sec): 2 clusters
  Score: Raw -381258.242468 + Penalty 1346.190917 = -379912.051551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38888.060000 sec): 3 clusters
  Score: Raw -379333.299866 + Penalty 2692.381834 = -376640.918031
  nChanged 1535
		SP:Iteration 1F (38888.280000 sec): 3 clusters
  Score: Raw -380451.816617 + Penalty 2692.381834 = -377759.434782
  nChanged 365
		SP:Iteration 2F (38888.450000 sec): 3 clusters
  Score: Raw -381015.458761 + Penalty 2692.381834 = -378323.076927
  nChanged 388
		SP:Iteration 3F (38888.640000 sec): 3 clusters
  Score: Raw -381784.342540 + Penalty 2692.381834 = -379091.960706
  nChanged 436
		SP:Iteration 4F (38888.860000 sec): 3 clusters
  Score: Raw -382477.230281 + Penalty 2692.381834 = -379784.848447
  nChanged 325
		SP:Iteration 5F (38889.030000 sec): 3 clusters
  Score: Raw -382900.865761 + Penalty 2692.381834 = -380208.483927
  nChanged 198
		SP:Iteration 6Q (38889.200000 sec): 3 clusters
  Score: Raw -383081.884364 + Penalty 2692.381834 = -380389.502529
  nChanged 114
		SP:Iteration 7Q (38889.350000 sec): 3 clusters
  Score: Raw -383177.284228 + Penalty 2692.381834 = -380484.902394
  nChanged 76
		SP:Iteration 8Q (38889.530000 sec): 3 clusters
  Score: Raw -383228.955191 + Penalty 2692.381834 = -380536.573356
  nChanged 53
		SP:Iteration 9Q (38889.670000 sec): 3 clusters
  Score: Raw -383261.164407 + Penalty 2692.381834 = -380568.782573
  nChanged 32
		SP:Iteration 10Q (38889.820000 sec): 3 clusters
  Score: Raw -383285.416375 + Penalty 2692.381834 = -380593.034541
  nChanged 32
		SP:Iteration 11Q (38889.960000 sec): 3 clusters
  Score: Raw -383307.913492 + Penalty 2692.381834 = -380615.531658
  nChanged 31
		SP:Iteration 12Q (38890.140000 sec): 3 clusters
  Score: Raw -383324.183846 + Penalty 2692.381834 = -380631.802012
  nChanged 27
		SP:Iteration 13Q (38890.340000 sec): 3 clusters
  Score: Raw -383346.412966 + Penalty 2692.381834 = -380654.031132
  nChanged 36
		SP:Iteration 14Q (38890.540000 sec): 3 clusters
  Score: Raw -383371.938332 + Penalty 2692.381834 = -380679.556498
  nChanged 37
		SP:Iteration 15Q (38890.770000 sec): 3 clusters
  Score: Raw -383398.157072 + Penalty 2692.381834 = -380705.775237
  nChanged 30
		SP:Iteration 16Q (38890.960000 sec): 3 clusters
  Score: Raw -383419.336776 + Penalty 2692.381834 = -380726.954941
  nChanged 36
		SP:Iteration 17Q (38891.210000 sec): 3 clusters
  Score: Raw -383441.748135 + Penalty 2692.381834 = -380749.366300
  nChanged 35
		SP:Iteration 18Q (38891.400000 sec): 3 clusters
  Score: Raw -383463.253898 + Penalty 2692.381834 = -380770.872064
  nChanged 23
		SP:Iteration 19Q (38891.620000 sec): 3 clusters
  Score: Raw -383472.309262 + Penalty 2692.381834 = -380779.927428
  nChanged 18
		SP:Iteration 20F (38891.800000 sec): 3 clusters
  Score: Raw -383483.379047 + Penalty 2692.381834 = -380790.997213
  nChanged 17
		SP:Iteration 21Q (38891.990000 sec): 3 clusters
  Score: Raw -383491.570968 + Penalty 2692.381834 = -380799.189134
  nChanged 20
		SP:Iteration 22Q (38892.240000 sec): 3 clusters
  Score: Raw -383500.356594 + Penalty 2692.381834 = -380807.974760
  nChanged 16
		SP:Iteration 23Q (38892.450000 sec): 3 clusters
  Score: Raw -383507.422020 + Penalty 2692.381834 = -380815.040185
  nChanged 11
		SP:Iteration 24Q (38892.660000 sec): 3 clusters
  Score: Raw -383512.761439 + Penalty 2692.381834 = -380820.379604
  nChanged 11
		SP:Iteration 25Q (38892.860000 sec): 3 clusters
  Score: Raw -383516.639003 + Penalty 2692.381834 = -380824.257169
  nChanged 6
		SP:Iteration 26Q (38893.080000 sec): 3 clusters
  Score: Raw -383518.742513 + Penalty 2692.381834 = -380826.360679
  nChanged 8
		SP:Iteration 27Q (38893.270000 sec): 3 clusters
  Score: Raw -383520.856830 + Penalty 2692.381834 = -380828.474995
  nChanged 6
		SP:Iteration 28Q (38893.500000 sec): 3 clusters
  Score: Raw -383522.975834 + Penalty 2692.381834 = -380830.594000
  nChanged 3
		SP:Iteration 29Q (38893.710000 sec): 3 clusters
  Score: Raw -383524.209332 + Penalty 2692.381834 = -380831.827498
  nChanged 3
		SP:Iteration 30Q (38893.860000 sec): 3 clusters
  Score: Raw -383524.913607 + Penalty 2692.381834 = -380832.531773
  nChanged 4
		SP:Iteration 31Q (38894.040000 sec): 3 clusters
  Score: Raw -383525.850226 + Penalty 2692.381834 = -380833.468392
  nChanged 5
		SP:Iteration 32Q (38894.200000 sec): 3 clusters
  Score: Raw -383527.340697 + Penalty 2692.381834 = -380834.958862
  nChanged 4
		SP:Iteration 33Q (38894.370000 sec): 3 clusters
  Score: Raw -383528.778033 + Penalty 2692.381834 = -380836.396199
  nChanged 4
		SP:Iteration 34Q (38894.560000 sec): 3 clusters
  Score: Raw -383530.373166 + Penalty 2692.381834 = -380837.991332
  nChanged 5
		SP:Iteration 35Q (38894.730000 sec): 3 clusters
  Score: Raw -383531.430926 + Penalty 2692.381834 = -380839.049091
  nChanged 3
		SP:Iteration 36Q (38894.900000 sec): 3 clusters
  Score: Raw -383531.981431 + Penalty 2692.381834 = -380839.599597
  nChanged 1
		SP:Iteration 37Q (38895.020000 sec): 3 clusters
  Score: Raw -383532.590148 + Penalty 2692.381834 = -380840.208314
  nChanged 3
		SP:Iteration 38Q (38895.220000 sec): 3 clusters
  Score: Raw -383533.422731 + Penalty 2692.381834 = -380841.040897
  nChanged 2
		SP:Iteration 39Q (38895.390000 sec): 3 clusters
  Score: Raw -383534.037087 + Penalty 2692.381834 = -380841.655252
  nChanged 2
		SP:Iteration 40F (38895.590000 sec): 3 clusters
  Score: Raw -383534.858741 + Penalty 2692.381834 = -380842.476906
  nChanged 2
		SP:Iteration 41Q (38895.800000 sec): 3 clusters
  Score: Raw -383535.379382 + Penalty 2692.381834 = -380842.997548
  nChanged 2
		SP:Iteration 42Q (38895.980000 sec): 3 clusters
  Score: Raw -383536.354114 + Penalty 2692.381834 = -380843.972280
  nChanged 4
		SP:Iteration 43Q (38896.180000 sec): 3 clusters
  Score: Raw -383538.253308 + Penalty 2692.381834 = -380845.871473
  nChanged 5
		SP:Iteration 44Q (38896.360000 sec): 3 clusters
  Score: Raw -383541.646494 + Penalty 2692.381834 = -380849.264659
  nChanged 7
		SP:Iteration 45Q (38896.540000 sec): 3 clusters
  Score: Raw -383544.418236 + Penalty 2692.381834 = -380852.036402
  nChanged 7
		SP:Iteration 46Q (38896.740000 sec): 3 clusters
  Score: Raw -383547.415934 + Penalty 2692.381834 = -380855.034100
  nChanged 5
		SP:Iteration 47Q (38896.920000 sec): 3 clusters
  Score: Raw -383549.583963 + Penalty 2692.381834 = -380857.202129
  nChanged 5
		SP:Iteration 48Q (38897.080000 sec): 3 clusters
  Score: Raw -383551.880496 + Penalty 2692.381834 = -380859.498662
  nChanged 5
		SP:Iteration 49Q (38897.230000 sec): 3 clusters
  Score: Raw -383553.887276 + Penalty 2692.381834 = -380861.505442
  nChanged 2
		SP:Iteration 50Q (38897.370000 sec): 3 clusters
  Score: Raw -383554.426287 + Penalty 2692.381834 = -380862.044453
  nChanged 3
		SP:Iteration 51Q (38897.520000 sec): 3 clusters
  Score: Raw -383555.011216 + Penalty 2692.381834 = -380862.629382
  nChanged 1
		SP:Iteration 52Q (38897.710000 sec): 3 clusters
  Score: Raw -383555.514154 + Penalty 2692.381834 = -380863.132320
  nChanged 2
		SP:Iteration 53Q (38897.830000 sec): 3 clusters
  Score: Raw -383555.989594 + Penalty 2692.381834 = -380863.607760
  nChanged 1
		SP:Iteration 54Q (38898.020000 sec): 3 clusters
  Score: Raw -383556.230332 + Penalty 2692.381834 = -380863.848498
  nChanged 2
		SP:Iteration 55Q (38898.140000 sec): 3 clusters
  Score: Raw -383556.823716 + Penalty 2692.381834 = -380864.441882
  nChanged 2
		SP:Iteration 56Q (38898.270000 sec): 3 clusters
  Score: Raw -383557.432773 + Penalty 2692.381834 = -380865.050939
  nChanged 0
		SP:Iteration 57F (38898.410000 sec): 3 clusters
  Score: Raw -383557.432773 + Penalty 2692.381834 = -380865.050939
  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 7.98 GB.

 Trying to split cluster 12 (5397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38898.540000 sec): 2 clusters
  Score: Raw -515155.740474 + Penalty 1396.459760 = -513759.280714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38898.740000 sec): 3 clusters
  Score: Raw -512316.857260 + Penalty 2792.919520 = -509523.937740
  nChanged 2216
		SP:Iteration 1F (38898.880000 sec): 3 clusters
  Score: Raw -513621.167689 + Penalty 2792.919520 = -510828.248169
  nChanged 435
		SP:Iteration 2F (38899.040000 sec): 3 clusters
  Score: Raw -513873.837229 + Penalty 2792.919520 = -511080.917709
  nChanged 325
		SP:Iteration 3F (38899.240000 sec): 3 clusters
  Score: Raw -514074.015189 + Penalty 2792.919520 = -511281.095669
  nChanged 282
		SP:Iteration 4F (38899.410000 sec): 3 clusters
  Score: Raw -514245.785112 + Penalty 2792.919520 = -511452.865592
  nChanged 236
		SP:Iteration 5Q (38899.600000 sec): 3 clusters
  Score: Raw -514392.409828 + Penalty 2792.919520 = -511599.490308
  nChanged 232
		SP:Iteration 6Q (38899.780000 sec): 3 clusters
  Score: Raw -514517.241619 + Penalty 2792.919520 = -511724.322099
  nChanged 192
		SP:Iteration 7Q (38899.990000 sec): 3 clusters
  Score: Raw -514619.105941 + Penalty 2792.919520 = -511826.186421
  nChanged 186
		SP:Iteration 8Q (38900.150000 sec): 3 clusters
  Score: Raw -514711.013407 + Penalty 2792.919520 = -511918.093887
  nChanged 169
		SP:Iteration 9Q (38900.360000 sec): 3 clusters
  Score: Raw -514801.856766 + Penalty 2792.919520 = -512008.937246
  nChanged 148
		SP:Iteration 10Q (38900.530000 sec): 3 clusters
  Score: Raw -514886.040657 + Penalty 2792.919520 = -512093.121137
  nChanged 123
		SP:Iteration 11Q (38900.720000 sec): 3 clusters
  Score: Raw -514949.415420 + Penalty 2792.919520 = -512156.495900
  nChanged 129
		SP:Iteration 12Q (38900.880000 sec): 3 clusters
  Score: Raw -515023.046622 + Penalty 2792.919520 = -512230.127102
  nChanged 109
		SP:Iteration 13Q (38901.060000 sec): 3 clusters
  Score: Raw -515087.079779 + Penalty 2792.919520 = -512294.160259
  nChanged 112
		SP:Iteration 14Q (38901.240000 sec): 3 clusters
  Score: Raw -515148.060237 + Penalty 2792.919520 = -512355.140717
  nChanged 98
		SP:Iteration 15Q (38901.480000 sec): 3 clusters
  Score: Raw -515200.875510 + Penalty 2792.919520 = -512407.955990
  nChanged 93
		SP:Iteration 16Q (38901.700000 sec): 3 clusters
  Score: Raw -515252.030642 + Penalty 2792.919520 = -512459.111122
  nChanged 99
		SP:Iteration 17Q (38901.920000 sec): 3 clusters
  Score: Raw -515314.424255 + Penalty 2792.919520 = -512521.504736
  nChanged 105
		SP:Iteration 18Q (38902.090000 sec): 3 clusters
  Score: Raw -515388.300446 + Penalty 2792.919520 = -512595.380926
  nChanged 104
		SP:Iteration 19Q (38902.310000 sec): 3 clusters
  Score: Raw -515447.071847 + Penalty 2792.919520 = -512654.152327
  nChanged 89
		SP:Iteration 20F (38902.470000 sec): 3 clusters
  Score: Raw -515500.235371 + Penalty 2792.919520 = -512707.315851
  nChanged 84
		SP:Iteration 21Q (38902.670000 sec): 3 clusters
  Score: Raw -515547.907629 + Penalty 2792.919520 = -512754.988109
  nChanged 77
		SP:Iteration 22Q (38902.860000 sec): 3 clusters
  Score: Raw -515590.822207 + Penalty 2792.919520 = -512797.902687
  nChanged 69
		SP:Iteration 23Q (38903.040000 sec): 3 clusters
  Score: Raw -515625.187916 + Penalty 2792.919520 = -512832.268396
  nChanged 56
		SP:Iteration 24Q (38903.200000 sec): 3 clusters
  Score: Raw -515651.690813 + Penalty 2792.919520 = -512858.771293
  nChanged 49
		SP:Iteration 25Q (38903.390000 sec): 3 clusters
  Score: Raw -515670.070992 + Penalty 2792.919520 = -512877.151472
  nChanged 47
		SP:Iteration 26Q (38903.600000 sec): 3 clusters
  Score: Raw -515688.479554 + Penalty 2792.919520 = -512895.560034
  nChanged 35
		SP:Iteration 27Q (38903.780000 sec): 3 clusters
  Score: Raw -515706.727876 + Penalty 2792.919520 = -512913.808356
  nChanged 40
		SP:Iteration 28Q (38903.940000 sec): 3 clusters
  Score: Raw -515725.434708 + Penalty 2792.919520 = -512932.515188
  nChanged 32
		SP:Iteration 29Q (38904.160000 sec): 3 clusters
  Score: Raw -515738.008026 + Penalty 2792.919520 = -512945.088507
  nChanged 36
		SP:Iteration 30Q (38904.390000 sec): 3 clusters
  Score: Raw -515753.406087 + Penalty 2792.919520 = -512960.486567
  nChanged 42
		SP:Iteration 31Q (38904.590000 sec): 3 clusters
  Score: Raw -515768.461899 + Penalty 2792.919520 = -512975.542379
  nChanged 32
		SP:Iteration 32Q (38904.810000 sec): 3 clusters
  Score: Raw -515781.588082 + Penalty 2792.919520 = -512988.668562
  nChanged 34
		SP:Iteration 33Q (38904.980000 sec): 3 clusters
  Score: Raw -515795.206840 + Penalty 2792.919520 = -513002.287320
  nChanged 44
		SP:Iteration 34Q (38905.150000 sec): 3 clusters
  Score: Raw -515812.244672 + Penalty 2792.919520 = -513019.325152
  nChanged 49
		SP:Iteration 35Q (38905.340000 sec): 3 clusters
  Score: Raw -515837.593044 + Penalty 2792.919520 = -513044.673524
  nChanged 59
		SP:Iteration 36Q (38905.510000 sec): 3 clusters
  Score: Raw -515872.193446 + Penalty 2792.919520 = -513079.273926
  nChanged 77
		SP:Iteration 37Q (38905.680000 sec): 3 clusters
  Score: Raw -515920.779799 + Penalty 2792.919520 = -513127.860279
  nChanged 86
		SP:Iteration 38Q (38905.900000 sec): 3 clusters
  Score: Raw -515979.716937 + Penalty 2792.919520 = -513186.797418
  nChanged 97
		SP:Iteration 39Q (38906.140000 sec): 3 clusters
  Score: Raw -516067.649112 + Penalty 2792.919520 = -513274.729592
  nChanged 127
		SP:Iteration 40F (38906.340000 sec): 3 clusters
  Score: Raw -516194.528095 + Penalty 2792.919520 = -513401.608575
  nChanged 131
		SP:Iteration 41Q (38906.570000 sec): 3 clusters
  Score: Raw -516348.592769 + Penalty 2792.919520 = -513555.673249
  nChanged 125
		SP:Iteration 42Q (38906.780000 sec): 3 clusters
  Score: Raw -516482.185064 + Penalty 2792.919520 = -513689.265544
  nChanged 97
		SP:Iteration 43Q (38907.000000 sec): 3 clusters
  Score: Raw -516572.106339 + Penalty 2792.919520 = -513779.186819
  nChanged 63
		SP:Iteration 44Q (38907.190000 sec): 3 clusters
  Score: Raw -516612.328845 + Penalty 2792.919520 = -513819.409325
  nChanged 41
		SP:Iteration 45Q (38907.410000 sec): 3 clusters
  Score: Raw -516629.343202 + Penalty 2792.919520 = -513836.423683
  nChanged 19
		SP:Iteration 46Q (38907.550000 sec): 3 clusters
  Score: Raw -516636.389415 + Penalty 2792.919520 = -513843.469895
  nChanged 18
		SP:Iteration 47Q (38907.780000 sec): 3 clusters
  Score: Raw -516642.859813 + Penalty 2792.919520 = -513849.940293
  nChanged 14
		SP:Iteration 48Q (38907.950000 sec): 3 clusters
  Score: Raw -516645.891797 + Penalty 2792.919520 = -513852.972278
  nChanged 8
		SP:Iteration 49Q (38908.200000 sec): 3 clusters
  Score: Raw -516647.657138 + Penalty 2792.919520 = -513854.737618
  nChanged 8
		SP:Iteration 50Q (38908.480000 sec): 3 clusters
  Score: Raw -516650.070818 + Penalty 2792.919520 = -513857.151298
  nChanged 8
		SP:Iteration 51Q (38908.660000 sec): 3 clusters
  Score: Raw -516651.583658 + Penalty 2792.919520 = -513858.664138
  nChanged 4
		SP:Iteration 52Q (38908.860000 sec): 3 clusters
  Score: Raw -516652.322642 + Penalty 2792.919520 = -513859.403122
  nChanged 2
		SP:Iteration 53Q (38909.060000 sec): 3 clusters
  Score: Raw -516652.765124 + Penalty 2792.919520 = -513859.845604
  nChanged 2
		SP:Iteration 54Q (38909.290000 sec): 3 clusters
  Score: Raw -516653.191549 + Penalty 2792.919520 = -513860.272029
  nChanged 0
		SP:Iteration 55F (38909.500000 sec): 3 clusters
  Score: Raw -516653.191549 + Penalty 2792.919520 = -513860.272029
  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 7.98 GB.

 Trying to split cluster 13 (1852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38909.610000 sec): 2 clusters
  Score: Raw -154992.691135 + Penalty 1222.653480 = -153770.037655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38909.840000 sec): 3 clusters
  Score: Raw -154284.381624 + Penalty 2445.306960 = -151839.074664
  nChanged 684
		SP:Iteration 1F (38910.000000 sec): 3 clusters
  Score: Raw -154955.033531 + Penalty 2445.306960 = -152509.726571
  nChanged 198
		SP:Iteration 2F (38910.160000 sec): 3 clusters
  Score: Raw -155215.161177 + Penalty 2445.306960 = -152769.854217
  nChanged 140
		SP:Iteration 3F (38910.300000 sec): 3 clusters
  Score: Raw -155391.586949 + Penalty 2445.306960 = -152946.279989
  nChanged 104
		SP:Iteration 4F (38910.450000 sec): 3 clusters
  Score: Raw -155503.816317 + Penalty 2445.306960 = -153058.509357
  nChanged 67
		SP:Iteration 5Q (38910.580000 sec): 3 clusters
  Score: Raw -155565.644495 + Penalty 2445.306960 = -153120.337535
  nChanged 44
		SP:Iteration 6Q (38910.760000 sec): 3 clusters
  Score: Raw -155596.239434 + Penalty 2445.306960 = -153150.932474
  nChanged 33
		SP:Iteration 7Q (38910.910000 sec): 3 clusters
  Score: Raw -155622.490618 + Penalty 2445.306960 = -153177.183658
  nChanged 21
		SP:Iteration 8Q (38911.100000 sec): 3 clusters
  Score: Raw -155639.600374 + Penalty 2445.306960 = -153194.293414
  nChanged 16
		SP:Iteration 9Q (38911.250000 sec): 3 clusters
  Score: Raw -155656.180522 + Penalty 2445.306960 = -153210.873562
  nChanged 16
		SP:Iteration 10Q (38911.460000 sec): 3 clusters
  Score: Raw -155676.684777 + Penalty 2445.306960 = -153231.377817
  nChanged 11
		SP:Iteration 11Q (38911.600000 sec): 3 clusters
  Score: Raw -155685.584268 + Penalty 2445.306960 = -153240.277308
  nChanged 10
		SP:Iteration 12Q (38911.750000 sec): 3 clusters
  Score: Raw -155693.221395 + Penalty 2445.306960 = -153247.914435
  nChanged 11
		SP:Iteration 13Q (38911.860000 sec): 3 clusters
  Score: Raw -155697.751029 + Penalty 2445.306960 = -153252.444069
  nChanged 2
		SP:Iteration 14Q (38912.000000 sec): 3 clusters
  Score: Raw -155698.614376 + Penalty 2445.306960 = -153253.307416
  nChanged 0
		SP:Iteration 15F (38912.100000 sec): 3 clusters
  Score: Raw -155698.614376 + Penalty 2445.306960 = -153253.307416
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38912.220000 sec): 2 clusters
  Score: Raw -237199.495244 + Penalty 1277.718331 = -235921.776913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38912.400000 sec): 3 clusters
  Score: Raw -236045.319869 + Penalty 2555.436661 = -233489.883208
  nChanged 984
		SP:Iteration 1F (38912.540000 sec): 3 clusters
  Score: Raw -236730.879437 + Penalty 2555.436661 = -234175.442776
  nChanged 218
		SP:Iteration 2F (38912.730000 sec): 3 clusters
  Score: Raw -236914.491007 + Penalty 2555.436661 = -234359.054345
  nChanged 145
		SP:Iteration 3F (38912.960000 sec): 3 clusters
  Score: Raw -237008.951725 + Penalty 2555.436661 = -234453.515064
  nChanged 102
		SP:Iteration 4Q (38913.130000 sec): 3 clusters
  Score: Raw -237067.389517 + Penalty 2555.436661 = -234511.952856
  nChanged 72
		SP:Iteration 5Q (38913.330000 sec): 3 clusters
  Score: Raw -237113.785621 + Penalty 2555.436661 = -234558.348960
  nChanged 62
		SP:Iteration 6Q (38913.510000 sec): 3 clusters
  Score: Raw -237151.124028 + Penalty 2555.436661 = -234595.687366
  nChanged 67
		SP:Iteration 7Q (38913.640000 sec): 3 clusters
  Score: Raw -237189.364804 + Penalty 2555.436661 = -234633.928142
  nChanged 50
		SP:Iteration 8Q (38913.780000 sec): 3 clusters
  Score: Raw -237216.918557 + Penalty 2555.436661 = -234661.481895
  nChanged 44
		SP:Iteration 9Q (38913.970000 sec): 3 clusters
  Score: Raw -237244.387597 + Penalty 2555.436661 = -234688.950935
  nChanged 36
		SP:Iteration 10Q (38914.100000 sec): 3 clusters
  Score: Raw -237269.359766 + Penalty 2555.436661 = -234713.923105
  nChanged 30
		SP:Iteration 11Q (38914.240000 sec): 3 clusters
  Score: Raw -237289.066628 + Penalty 2555.436661 = -234733.629966
  nChanged 24
		SP:Iteration 12Q (38914.370000 sec): 3 clusters
  Score: Raw -237301.538670 + Penalty 2555.436661 = -234746.102009
  nChanged 18
		SP:Iteration 13Q (38914.500000 sec): 3 clusters
  Score: Raw -237309.841821 + Penalty 2555.436661 = -234754.405160
  nChanged 15
		SP:Iteration 14Q (38914.650000 sec): 3 clusters
  Score: Raw -237318.863177 + Penalty 2555.436661 = -234763.426516
  nChanged 16
		SP:Iteration 15Q (38914.820000 sec): 3 clusters
  Score: Raw -237326.707679 + Penalty 2555.436661 = -234771.271017
  nChanged 15
		SP:Iteration 16Q (38914.990000 sec): 3 clusters
  Score: Raw -237332.027170 + Penalty 2555.436661 = -234776.590508
  nChanged 5
		SP:Iteration 17Q (38915.190000 sec): 3 clusters
  Score: Raw -237337.837872 + Penalty 2555.436661 = -234782.401210
  nChanged 15
		SP:Iteration 18Q (38915.350000 sec): 3 clusters
  Score: Raw -237344.876241 + Penalty 2555.436661 = -234789.439580
  nChanged 11
		SP:Iteration 19Q (38915.520000 sec): 3 clusters
  Score: Raw -237349.517505 + Penalty 2555.436661 = -234794.080843
  nChanged 5
		SP:Iteration 20F (38915.700000 sec): 3 clusters
  Score: Raw -237351.898775 + Penalty 2555.436661 = -234796.462114
  nChanged 5
		SP:Iteration 21Q (38915.900000 sec): 3 clusters
  Score: Raw -237354.365058 + Penalty 2555.436661 = -234798.928396
  nChanged 5
		SP:Iteration 22Q (38916.050000 sec): 3 clusters
  Score: Raw -237356.750363 + Penalty 2555.436661 = -234801.313702
  nChanged 3
		SP:Iteration 23Q (38916.240000 sec): 3 clusters
  Score: Raw -237358.606056 + Penalty 2555.436661 = -234803.169395
  nChanged 4
		SP:Iteration 24Q (38916.380000 sec): 3 clusters
  Score: Raw -237362.570749 + Penalty 2555.436661 = -234807.134087
  nChanged 6
		SP:Iteration 25Q (38916.560000 sec): 3 clusters
  Score: Raw -237365.314267 + Penalty 2555.436661 = -234809.877605
  nChanged 6
		SP:Iteration 26Q (38916.710000 sec): 3 clusters
  Score: Raw -237367.809504 + Penalty 2555.436661 = -234812.372843
  nChanged 3
		SP:Iteration 27Q (38916.870000 sec): 3 clusters
  Score: Raw -237369.489305 + Penalty 2555.436661 = -234814.052644
  nChanged 5
		SP:Iteration 28Q (38917.040000 sec): 3 clusters
  Score: Raw -237371.893030 + Penalty 2555.436661 = -234816.456368
  nChanged 4
		SP:Iteration 29Q (38917.230000 sec): 3 clusters
  Score: Raw -237373.869445 + Penalty 2555.436661 = -234818.432784
  nChanged 7
		SP:Iteration 30Q (38917.390000 sec): 3 clusters
  Score: Raw -237376.607418 + Penalty 2555.436661 = -234821.170757
  nChanged 4
		SP:Iteration 31Q (38917.540000 sec): 3 clusters
  Score: Raw -237377.963319 + Penalty 2555.436661 = -234822.526658
  nChanged 5
		SP:Iteration 32Q (38917.690000 sec): 3 clusters
  Score: Raw -237379.994639 + Penalty 2555.436661 = -234824.557978
  nChanged 7
		SP:Iteration 33Q (38917.790000 sec): 3 clusters
  Score: Raw -237382.367528 + Penalty 2555.436661 = -234826.930867
  nChanged 7
		SP:Iteration 34Q (38917.940000 sec): 3 clusters
  Score: Raw -237384.593427 + Penalty 2555.436661 = -234829.156766
  nChanged 6
		SP:Iteration 35Q (38918.080000 sec): 3 clusters
  Score: Raw -237386.330871 + Penalty 2555.436661 = -234830.894210
  nChanged 4
		SP:Iteration 36Q (38918.230000 sec): 3 clusters
  Score: Raw -237388.420607 + Penalty 2555.436661 = -234832.983946
  nChanged 4
		SP:Iteration 37Q (38918.380000 sec): 3 clusters
  Score: Raw -237390.413526 + Penalty 2555.436661 = -234834.976864
  nChanged 5
		SP:Iteration 38Q (38918.530000 sec): 3 clusters
  Score: Raw -237392.119239 + Penalty 2555.436661 = -234836.682578
  nChanged 3
		SP:Iteration 39Q (38918.680000 sec): 3 clusters
  Score: Raw -237393.017583 + Penalty 2555.436661 = -234837.580921
  nChanged 3
		SP:Iteration 40F (38918.840000 sec): 3 clusters
  Score: Raw -237393.750007 + Penalty 2555.436661 = -234838.313346
  nChanged 1
		SP:Iteration 41Q (38918.990000 sec): 3 clusters
  Score: Raw -237394.070153 + Penalty 2555.436661 = -234838.633492
  nChanged 0
		SP:Iteration 42F (38919.140000 sec): 3 clusters
  Score: Raw -237394.070153 + Penalty 2555.436661 = -234838.633492
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38919.260000 sec): 2 clusters
  Score: Raw -259321.778306 + Penalty 1285.649710 = -258036.128597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38919.420000 sec): 3 clusters
  Score: Raw -258103.874978 + Penalty 2571.299419 = -255532.575559
  nChanged 990
		SP:Iteration 1F (38919.580000 sec): 3 clusters
  Score: Raw -258765.882671 + Penalty 2571.299419 = -256194.583252
  nChanged 267
		SP:Iteration 2F (38919.730000 sec): 3 clusters
  Score: Raw -259007.566888 + Penalty 2571.299419 = -256436.267469
  nChanged 203
		SP:Iteration 3F (38919.880000 sec): 3 clusters
  Score: Raw -259181.744530 + Penalty 2571.299419 = -256610.445111
  nChanged 137
		SP:Iteration 4F (38919.980000 sec): 3 clusters
  Score: Raw -259277.655119 + Penalty 2571.299419 = -256706.355700
  nChanged 109
		SP:Iteration 5Q (38920.140000 sec): 3 clusters
  Score: Raw -259338.778090 + Penalty 2571.299419 = -256767.478670
  nChanged 70
		SP:Iteration 6Q (38920.280000 sec): 3 clusters
  Score: Raw -259375.370724 + Penalty 2571.299419 = -256804.071304
  nChanged 43
		SP:Iteration 7Q (38920.390000 sec): 3 clusters
  Score: Raw -259398.494781 + Penalty 2571.299419 = -256827.195362
  nChanged 33
		SP:Iteration 8Q (38920.540000 sec): 3 clusters
  Score: Raw -259414.725288 + Penalty 2571.299419 = -256843.425869
  nChanged 27
		SP:Iteration 9Q (38920.690000 sec): 3 clusters
  Score: Raw -259426.194462 + Penalty 2571.299419 = -256854.895043
  nChanged 16
		SP:Iteration 10Q (38920.820000 sec): 3 clusters
  Score: Raw -259432.166779 + Penalty 2571.299419 = -256860.867360
  nChanged 13
		SP:Iteration 11Q (38920.970000 sec): 3 clusters
  Score: Raw -259437.285342 + Penalty 2571.299419 = -256865.985923
  nChanged 11
		SP:Iteration 12Q (38921.130000 sec): 3 clusters
  Score: Raw -259441.489869 + Penalty 2571.299419 = -256870.190450
  nChanged 18
		SP:Iteration 13Q (38921.270000 sec): 3 clusters
  Score: Raw -259449.046230 + Penalty 2571.299419 = -256877.746811
  nChanged 13
		SP:Iteration 14Q (38921.430000 sec): 3 clusters
  Score: Raw -259455.132870 + Penalty 2571.299419 = -256883.833450
  nChanged 13
		SP:Iteration 15Q (38921.630000 sec): 3 clusters
  Score: Raw -259461.551594 + Penalty 2571.299419 = -256890.252174
  nChanged 12
		SP:Iteration 16Q (38921.780000 sec): 3 clusters
  Score: Raw -259466.266644 + Penalty 2571.299419 = -256894.967225
  nChanged 10
		SP:Iteration 17Q (38921.920000 sec): 3 clusters
  Score: Raw -259470.478872 + Penalty 2571.299419 = -256899.179453
  nChanged 12
		SP:Iteration 18Q (38922.080000 sec): 3 clusters
  Score: Raw -259475.902026 + Penalty 2571.299419 = -256904.602606
  nChanged 8
		SP:Iteration 19Q (38922.240000 sec): 3 clusters
  Score: Raw -259480.669049 + Penalty 2571.299419 = -256909.369629
  nChanged 10
		SP:Iteration 20F (38922.390000 sec): 3 clusters
  Score: Raw -259485.403307 + Penalty 2571.299419 = -256914.103887
  nChanged 9
		SP:Iteration 21Q (38922.550000 sec): 3 clusters
  Score: Raw -259491.453423 + Penalty 2571.299419 = -256920.154004
  nChanged 15
		SP:Iteration 22Q (38922.780000 sec): 3 clusters
  Score: Raw -259499.570489 + Penalty 2571.299419 = -256928.271070
  nChanged 12
		SP:Iteration 23Q (38922.970000 sec): 3 clusters
  Score: Raw -259503.880947 + Penalty 2571.299419 = -256932.581528
  nChanged 7
		SP:Iteration 24Q (38923.170000 sec): 3 clusters
  Score: Raw -259505.968926 + Penalty 2571.299419 = -256934.669507
  nChanged 7
		SP:Iteration 25Q (38923.340000 sec): 3 clusters
  Score: Raw -259510.178138 + Penalty 2571.299419 = -256938.878719
  nChanged 7
		SP:Iteration 26Q (38923.520000 sec): 3 clusters
  Score: Raw -259513.624564 + Penalty 2571.299419 = -256942.325145
  nChanged 5
		SP:Iteration 27Q (38923.720000 sec): 3 clusters
  Score: Raw -259515.319445 + Penalty 2571.299419 = -256944.020026
  nChanged 2
		SP:Iteration 28Q (38923.860000 sec): 3 clusters
  Score: Raw -259516.135820 + Penalty 2571.299419 = -256944.836401
  nChanged 2
		SP:Iteration 29Q (38924.050000 sec): 3 clusters
  Score: Raw -259517.520442 + Penalty 2571.299419 = -256946.221023
  nChanged 3
		SP:Iteration 30Q (38924.180000 sec): 3 clusters
  Score: Raw -259518.929786 + Penalty 2571.299419 = -256947.630367
  nChanged 2
		SP:Iteration 31Q (38924.370000 sec): 3 clusters
  Score: Raw -259519.512229 + Penalty 2571.299419 = -256948.212810
  nChanged 1
		SP:Iteration 32Q (38924.560000 sec): 3 clusters
  Score: Raw -259520.113232 + Penalty 2571.299419 = -256948.813813
  nChanged 1
		SP:Iteration 33Q (38924.720000 sec): 3 clusters
  Score: Raw -259520.492441 + Penalty 2571.299419 = -256949.193022
  nChanged 1
		SP:Iteration 34Q (38924.900000 sec): 3 clusters
  Score: Raw -259521.000893 + Penalty 2571.299419 = -256949.701473
  nChanged 2
		SP:Iteration 35Q (38925.040000 sec): 3 clusters
  Score: Raw -259522.918045 + Penalty 2571.299419 = -256951.618626
  nChanged 6
		SP:Iteration 36Q (38925.210000 sec): 3 clusters
  Score: Raw -259524.965341 + Penalty 2571.299419 = -256953.665922
  nChanged 4
		SP:Iteration 37Q (38925.360000 sec): 3 clusters
  Score: Raw -259525.916960 + Penalty 2571.299419 = -256954.617541
  nChanged 2
		SP:Iteration 38Q (38925.530000 sec): 3 clusters
  Score: Raw -259526.430094 + Penalty 2571.299419 = -256955.130675
  nChanged 0
		SP:Iteration 39F (38925.720000 sec): 3 clusters
  Score: Raw -259526.430094 + Penalty 2571.299419 = -256955.130675
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38925.880000 sec): 2 clusters
  Score: Raw -271167.350302 + Penalty 1278.466892 = -269888.883409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38926.060000 sec): 3 clusters
  Score: Raw -270006.783614 + Penalty 2556.933785 = -267449.849829
  nChanged 930
		SP:Iteration 1F (38926.240000 sec): 3 clusters
  Score: Raw -270633.522078 + Penalty 2556.933785 = -268076.588294
  nChanged 236
		SP:Iteration 2F (38926.400000 sec): 3 clusters
  Score: Raw -270870.226941 + Penalty 2556.933785 = -268313.293156
  nChanged 191
		SP:Iteration 3F (38926.590000 sec): 3 clusters
  Score: Raw -271069.547348 + Penalty 2556.933785 = -268512.613563
  nChanged 176
		SP:Iteration 4F (38926.780000 sec): 3 clusters
  Score: Raw -271240.199426 + Penalty 2556.933785 = -268683.265642
  nChanged 150
		SP:Iteration 5F (38926.980000 sec): 3 clusters
  Score: Raw -271377.973564 + Penalty 2556.933785 = -268821.039779
  nChanged 91
		SP:Iteration 6Q (38927.120000 sec): 3 clusters
  Score: Raw -271446.583859 + Penalty 2556.933785 = -268889.650074
  nChanged 78
		SP:Iteration 7Q (38927.320000 sec): 3 clusters
  Score: Raw -271498.569607 + Penalty 2556.933785 = -268941.635822
  nChanged 65
		SP:Iteration 8Q (38927.460000 sec): 3 clusters
  Score: Raw -271535.365084 + Penalty 2556.933785 = -268978.431299
  nChanged 33
		SP:Iteration 9Q (38927.600000 sec): 3 clusters
  Score: Raw -271555.858123 + Penalty 2556.933785 = -268998.924338
  nChanged 29
		SP:Iteration 10Q (38927.840000 sec): 3 clusters
  Score: Raw -271570.466550 + Penalty 2556.933785 = -269013.532765
  nChanged 22
		SP:Iteration 11Q (38927.980000 sec): 3 clusters
  Score: Raw -271581.864989 + Penalty 2556.933785 = -269024.931204
  nChanged 11
		SP:Iteration 12Q (38928.120000 sec): 3 clusters
  Score: Raw -271588.208186 + Penalty 2556.933785 = -269031.274401
  nChanged 9
		SP:Iteration 13Q (38928.260000 sec): 3 clusters
  Score: Raw -271591.760614 + Penalty 2556.933785 = -269034.826830
  nChanged 10
		SP:Iteration 14Q (38928.360000 sec): 3 clusters
  Score: Raw -271595.279160 + Penalty 2556.933785 = -269038.345375
  nChanged 5
		SP:Iteration 15Q (38928.520000 sec): 3 clusters
  Score: Raw -271597.428754 + Penalty 2556.933785 = -269040.494969
  nChanged 4
		SP:Iteration 16Q (38928.630000 sec): 3 clusters
  Score: Raw -271598.733257 + Penalty 2556.933785 = -269041.799472
  nChanged 4
		SP:Iteration 17Q (38928.790000 sec): 3 clusters
  Score: Raw -271600.439721 + Penalty 2556.933785 = -269043.505936
  nChanged 2
		SP:Iteration 18Q (38928.890000 sec): 3 clusters
  Score: Raw -271600.882505 + Penalty 2556.933785 = -269043.948720
  nChanged 1
		SP:Iteration 19Q (38929.030000 sec): 3 clusters
  Score: Raw -271601.357746 + Penalty 2556.933785 = -269044.423961
  nChanged 0
		SP:Iteration 20F (38929.180000 sec): 3 clusters
  Score: Raw -271601.357746 + Penalty 2556.933785 = -269044.423961
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38929.270000 sec): 2 clusters
  Score: Raw -87222.950943 + Penalty 1113.489417 = -86109.461526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38929.420000 sec): 3 clusters
  Score: Raw -87032.740019 + Penalty 2226.978835 = -84805.761184
  nChanged 318
		SP:Iteration 1F (38929.560000 sec): 3 clusters
  Score: Raw -87423.252289 + Penalty 2226.978835 = -85196.273454
  nChanged 87
		SP:Iteration 2F (38929.660000 sec): 3 clusters
  Score: Raw -87604.645127 + Penalty 2226.978835 = -85377.666292
  nChanged 56
		SP:Iteration 3F (38929.810000 sec): 3 clusters
  Score: Raw -87713.405851 + Penalty 2226.978835 = -85486.427016
  nChanged 33
		SP:Iteration 4Q (38929.910000 sec): 3 clusters
  Score: Raw -87773.463322 + Penalty 2226.978835 = -85546.484487
  nChanged 27
		SP:Iteration 5Q (38930.060000 sec): 3 clusters
  Score: Raw -87806.010852 + Penalty 2226.978835 = -85579.032018
  nChanged 15
		SP:Iteration 6Q (38930.200000 sec): 3 clusters
  Score: Raw -87818.729363 + Penalty 2226.978835 = -85591.750528
  nChanged 9
		SP:Iteration 7Q (38930.290000 sec): 3 clusters
  Score: Raw -87825.556139 + Penalty 2226.978835 = -85598.577304
  nChanged 6
		SP:Iteration 8Q (38930.440000 sec): 3 clusters
  Score: Raw -87848.972915 + Penalty 2226.978835 = -85621.994080
  nChanged 5
		SP:Iteration 9Q (38930.580000 sec): 3 clusters
  Score: Raw -87853.197239 + Penalty 2226.978835 = -85626.218404
  nChanged 2
		SP:Iteration 10Q (38930.680000 sec): 3 clusters
  Score: Raw -87856.135432 + Penalty 2226.978835 = -85629.156597
  nChanged 1
		SP:Iteration 11Q (38930.820000 sec): 3 clusters
  Score: Raw -87857.457675 + Penalty 2226.978835 = -85630.478840
  nChanged 3
		SP:Iteration 12Q (38930.970000 sec): 3 clusters
  Score: Raw -87860.283755 + Penalty 2226.978835 = -85633.304920
  nChanged 1
		SP:Iteration 13Q (38931.120000 sec): 3 clusters
  Score: Raw -87860.884472 + Penalty 2226.978835 = -85633.905637
  nChanged 1
		SP:Iteration 14Q (38931.210000 sec): 3 clusters
  Score: Raw -87861.538379 + Penalty 2226.978835 = -85634.559544
  nChanged 2
		SP:Iteration 15Q (38931.360000 sec): 3 clusters
  Score: Raw -87863.424270 + Penalty 2226.978835 = -85636.445436
  nChanged 3
		SP:Iteration 16Q (38931.500000 sec): 3 clusters
  Score: Raw -87867.215369 + Penalty 2226.978835 = -85640.236534
  nChanged 4
		SP:Iteration 17Q (38931.600000 sec): 3 clusters
  Score: Raw -87868.545683 + Penalty 2226.978835 = -85641.566848
  nChanged 2
		SP:Iteration 18Q (38931.740000 sec): 3 clusters
  Score: Raw -87869.204463 + Penalty 2226.978835 = -85642.225628
  nChanged 2
		SP:Iteration 19Q (38931.890000 sec): 3 clusters
  Score: Raw -87869.953926 + Penalty 2226.978835 = -85642.975091
  nChanged 0
		SP:Iteration 20F (38931.980000 sec): 3 clusters
  Score: Raw -87869.953926 + Penalty 2226.978835 = -85642.975091
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (14052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38932.180000 sec): 2 clusters
  Score: Raw -1403169.318510 + Penalty 1551.959502 = -1401617.359008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38932.500000 sec): 3 clusters
  Score: Raw -1394866.738720 + Penalty 3103.919004 = -1391762.819716
  nChanged 6281
		SP:Iteration 1F (38932.750000 sec): 3 clusters
  Score: Raw -1398319.742815 + Penalty 3103.919004 = -1395215.823811
  nChanged 776
		SP:Iteration 2F (38933.000000 sec): 3 clusters
  Score: Raw -1398609.237319 + Penalty 3103.919004 = -1395505.318315
  nChanged 690
		SP:Iteration 3Q (38933.280000 sec): 3 clusters
  Score: Raw -1398858.919517 + Penalty 3103.919004 = -1395755.000512
  nChanged 644
		SP:Iteration 4Q (38933.590000 sec): 3 clusters
  Score: Raw -1399115.127656 + Penalty 3103.919004 = -1396011.208652
  nChanged 650
		SP:Iteration 5Q (38933.870000 sec): 3 clusters
  Score: Raw -1399439.693856 + Penalty 3103.919004 = -1396335.774851
  nChanged 776
		SP:Iteration 6F (38934.090000 sec): 3 clusters
  Score: Raw -1399950.345525 + Penalty 3103.919004 = -1396846.426521
  nChanged 933
		SP:Iteration 7F (38934.350000 sec): 3 clusters
  Score: Raw -1400639.529455 + Penalty 3103.919004 = -1397535.610451
  nChanged 926
		SP:Iteration 8F (38934.710000 sec): 3 clusters
  Score: Raw -1401370.887631 + Penalty 3103.919004 = -1398266.968627
  nChanged 787
		SP:Iteration 9F (38935.030000 sec): 3 clusters
  Score: Raw -1402005.969089 + Penalty 3103.919004 = -1398902.050084
  nChanged 608
		SP:Iteration 10Q (38935.360000 sec): 3 clusters
  Score: Raw -1402487.841457 + Penalty 3103.919004 = -1399383.922453
  nChanged 387
		SP:Iteration 11Q (38935.620000 sec): 3 clusters
  Score: Raw -1402789.737201 + Penalty 3103.919004 = -1399685.818196
  nChanged 296
		SP:Iteration 12Q (38935.970000 sec): 3 clusters
  Score: Raw -1402992.113650 + Penalty 3103.919004 = -1399888.194646
  nChanged 174
		SP:Iteration 13Q (38936.220000 sec): 3 clusters
  Score: Raw -1403122.978889 + Penalty 3103.919004 = -1400019.059885
  nChanged 122
		SP:Iteration 14Q (38936.500000 sec): 3 clusters
  Score: Raw -1403215.411996 + Penalty 3103.919004 = -1400111.492992
  nChanged 94
		SP:Iteration 15Q (38936.810000 sec): 3 clusters
  Score: Raw -1403285.947092 + Penalty 3103.919004 = -1400182.028088
  nChanged 65
		SP:Iteration 16Q (38937.110000 sec): 3 clusters
  Score: Raw -1403335.137556 + Penalty 3103.919004 = -1400231.218551
  nChanged 53
		SP:Iteration 17Q (38937.400000 sec): 3 clusters
  Score: Raw -1403373.233273 + Penalty 3103.919004 = -1400269.314268
  nChanged 29
		SP:Iteration 18Q (38937.630000 sec): 3 clusters
  Score: Raw -1403387.749230 + Penalty 3103.919004 = -1400283.830225
  nChanged 14
		SP:Iteration 19Q (38937.900000 sec): 3 clusters
  Score: Raw -1403395.694031 + Penalty 3103.919004 = -1400291.775027
  nChanged 16
		SP:Iteration 20F (38938.160000 sec): 3 clusters
  Score: Raw -1403406.844319 + Penalty 3103.919004 = -1400302.925314
  nChanged 18
		SP:Iteration 21Q (38938.420000 sec): 3 clusters
  Score: Raw -1403419.356794 + Penalty 3103.919004 = -1400315.437790
  nChanged 15
		SP:Iteration 22Q (38938.620000 sec): 3 clusters
  Score: Raw -1403428.285339 + Penalty 3103.919004 = -1400324.366334
  nChanged 12
		SP:Iteration 23Q (38938.900000 sec): 3 clusters
  Score: Raw -1403434.310056 + Penalty 3103.919004 = -1400330.391051
  nChanged 11
		SP:Iteration 24Q (38939.150000 sec): 3 clusters
  Score: Raw -1403440.848414 + Penalty 3103.919004 = -1400336.929410
  nChanged 7
		SP:Iteration 25Q (38939.420000 sec): 3 clusters
  Score: Raw -1403444.731226 + Penalty 3103.919004 = -1400340.812222
  nChanged 3
		SP:Iteration 26Q (38939.680000 sec): 3 clusters
  Score: Raw -1403445.751959 + Penalty 3103.919004 = -1400341.832954
  nChanged 2
		SP:Iteration 27Q (38940.000000 sec): 3 clusters
  Score: Raw -1403447.177782 + Penalty 3103.919004 = -1400343.258778
  nChanged 1
		SP:Iteration 28Q (38940.270000 sec): 3 clusters
  Score: Raw -1403447.564283 + Penalty 3103.919004 = -1400343.645279
  nChanged 0
		SP:Iteration 29F (38940.470000 sec): 3 clusters
  Score: Raw -1403447.564283 + Penalty 3103.919004 = -1400343.645279
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (5000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38940.620000 sec): 2 clusters
  Score: Raw -534774.923108 + Penalty 1384.043894 = -533390.879214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38940.860000 sec): 3 clusters
  Score: Raw -532166.496177 + Penalty 2768.087787 = -529398.408390
  nChanged 2050
		SP:Iteration 1F (38941.050000 sec): 3 clusters
  Score: Raw -533322.888174 + Penalty 2768.087787 = -530554.800386
  nChanged 337
		SP:Iteration 2F (38941.240000 sec): 3 clusters
  Score: Raw -533505.226785 + Penalty 2768.087787 = -530737.138998
  nChanged 244
		SP:Iteration 3Q (38941.420000 sec): 3 clusters
  Score: Raw -533623.599462 + Penalty 2768.087787 = -530855.511675
  nChanged 170
		SP:Iteration 4Q (38941.630000 sec): 3 clusters
  Score: Raw -533703.799655 + Penalty 2768.087787 = -530935.711868
  nChanged 137
		SP:Iteration 5Q (38941.810000 sec): 3 clusters
  Score: Raw -533762.387458 + Penalty 2768.087787 = -530994.299671
  nChanged 143
		SP:Iteration 6Q (38942.050000 sec): 3 clusters
  Score: Raw -533825.441455 + Penalty 2768.087787 = -531057.353668
  nChanged 132
		SP:Iteration 7Q (38942.220000 sec): 3 clusters
  Score: Raw -533882.630243 + Penalty 2768.087787 = -531114.542456
  nChanged 115
		SP:Iteration 8Q (38942.410000 sec): 3 clusters
  Score: Raw -533930.328665 + Penalty 2768.087787 = -531162.240878
  nChanged 123
		SP:Iteration 9Q (38942.590000 sec): 3 clusters
  Score: Raw -533981.827728 + Penalty 2768.087787 = -531213.739941
  nChanged 113
		SP:Iteration 10Q (38942.820000 sec): 3 clusters
  Score: Raw -534030.368539 + Penalty 2768.087787 = -531262.280752
  nChanged 103
		SP:Iteration 11Q (38943.060000 sec): 3 clusters
  Score: Raw -534077.751812 + Penalty 2768.087787 = -531309.664025
  nChanged 108
		SP:Iteration 12Q (38943.260000 sec): 3 clusters
  Score: Raw -534128.458198 + Penalty 2768.087787 = -531360.370411
  nChanged 119
		SP:Iteration 13Q (38943.430000 sec): 3 clusters
  Score: Raw -534190.412675 + Penalty 2768.087787 = -531422.324888
  nChanged 130
		SP:Iteration 14Q (38943.600000 sec): 3 clusters
  Score: Raw -534253.087312 + Penalty 2768.087787 = -531484.999525
  nChanged 128
		SP:Iteration 15Q (38943.820000 sec): 3 clusters
  Score: Raw -534317.688640 + Penalty 2768.087787 = -531549.600853
  nChanged 135
		SP:Iteration 16Q (38944.030000 sec): 3 clusters
  Score: Raw -534398.750781 + Penalty 2768.087787 = -531630.662994
  nChanged 129
		SP:Iteration 17Q (38944.250000 sec): 3 clusters
  Score: Raw -534484.929653 + Penalty 2768.087787 = -531716.841866
  nChanged 124
		SP:Iteration 18Q (38944.420000 sec): 3 clusters
  Score: Raw -534564.599125 + Penalty 2768.087787 = -531796.511338
  nChanged 106
		SP:Iteration 19Q (38944.600000 sec): 3 clusters
  Score: Raw -534643.353317 + Penalty 2768.087787 = -531875.265530
  nChanged 84
		SP:Iteration 20F (38944.820000 sec): 3 clusters
  Score: Raw -534708.943046 + Penalty 2768.087787 = -531940.855259
  nChanged 65
		SP:Iteration 21Q (38945.060000 sec): 3 clusters
  Score: Raw -534759.174700 + Penalty 2768.087787 = -531991.086913
  nChanged 50
		SP:Iteration 22Q (38945.260000 sec): 3 clusters
  Score: Raw -534799.090411 + Penalty 2768.087787 = -532031.002624
  nChanged 37
		SP:Iteration 23Q (38945.460000 sec): 3 clusters
  Score: Raw -534830.577935 + Penalty 2768.087787 = -532062.490148
  nChanged 34
		SP:Iteration 24Q (38945.640000 sec): 3 clusters
  Score: Raw -534858.329951 + Penalty 2768.087787 = -532090.242163
  nChanged 24
		SP:Iteration 25Q (38945.830000 sec): 3 clusters
  Score: Raw -534885.814820 + Penalty 2768.087787 = -532117.727033
  nChanged 19
		SP:Iteration 26Q (38946.050000 sec): 3 clusters
  Score: Raw -534905.259431 + Penalty 2768.087787 = -532137.171644
  nChanged 17
		SP:Iteration 27Q (38946.270000 sec): 3 clusters
  Score: Raw -534926.877134 + Penalty 2768.087787 = -532158.789347
  nChanged 11
		SP:Iteration 28Q (38946.500000 sec): 3 clusters
  Score: Raw -534939.969879 + Penalty 2768.087787 = -532171.882092
  nChanged 14
		SP:Iteration 29Q (38946.740000 sec): 3 clusters
  Score: Raw -534954.864753 + Penalty 2768.087787 = -532186.776966
  nChanged 8
		SP:Iteration 30Q (38946.960000 sec): 3 clusters
  Score: Raw -534964.000671 + Penalty 2768.087787 = -532195.912884
  nChanged 3
		SP:Iteration 31Q (38947.140000 sec): 3 clusters
  Score: Raw -534969.049293 + Penalty 2768.087787 = -532200.961506
  nChanged 3
		SP:Iteration 32Q (38947.350000 sec): 3 clusters
  Score: Raw -534970.983444 + Penalty 2768.087787 = -532202.895657
  nChanged 1
		SP:Iteration 33Q (38947.510000 sec): 3 clusters
  Score: Raw -534971.890734 + Penalty 2768.087787 = -532203.802947
  nChanged 0
		SP:Iteration 34F (38947.730000 sec): 3 clusters
  Score: Raw -534971.890734 + Penalty 2768.087787 = -532203.802947
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (6468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38947.810000 sec): 2 clusters
  Score: Raw -602830.043895 + Penalty 1425.876111 = -601404.167784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38948.070000 sec): 3 clusters
  Score: Raw -599302.474257 + Penalty 2851.752222 = -596450.722035
  nChanged 2761
		SP:Iteration 1F (38948.250000 sec): 3 clusters
  Score: Raw -600980.333560 + Penalty 2851.752222 = -598128.581338
  nChanged 525
		SP:Iteration 2F (38948.400000 sec): 3 clusters
  Score: Raw -601300.432242 + Penalty 2851.752222 = -598448.680021
  nChanged 411
		SP:Iteration 3F (38948.600000 sec): 3 clusters
  Score: Raw -601569.756378 + Penalty 2851.752222 = -598718.004156
  nChanged 334
		SP:Iteration 4F (38948.820000 sec): 3 clusters
  Score: Raw -601788.489005 + Penalty 2851.752222 = -598936.736783
  nChanged 329
		SP:Iteration 5F (38949.040000 sec): 3 clusters
  Score: Raw -601993.050262 + Penalty 2851.752222 = -599141.298040
  nChanged 272
		SP:Iteration 6Q (38949.240000 sec): 3 clusters
  Score: Raw -602158.283617 + Penalty 2851.752222 = -599306.531395
  nChanged 216
		SP:Iteration 7Q (38949.460000 sec): 3 clusters
  Score: Raw -602267.634010 + Penalty 2851.752222 = -599415.881788
  nChanged 186
		SP:Iteration 8Q (38949.650000 sec): 3 clusters
  Score: Raw -602370.402475 + Penalty 2851.752222 = -599518.650253
  nChanged 175
		SP:Iteration 9Q (38949.840000 sec): 3 clusters
  Score: Raw -602460.199050 + Penalty 2851.752222 = -599608.446828
  nChanged 157
		SP:Iteration 10Q (38950.090000 sec): 3 clusters
  Score: Raw -602529.599156 + Penalty 2851.752222 = -599677.846934
  nChanged 129
		SP:Iteration 11Q (38950.330000 sec): 3 clusters
  Score: Raw -602588.055755 + Penalty 2851.752222 = -599736.303533
  nChanged 111
		SP:Iteration 12Q (38950.530000 sec): 3 clusters
  Score: Raw -602637.730243 + Penalty 2851.752222 = -599785.978021
  nChanged 98
		SP:Iteration 13Q (38950.770000 sec): 3 clusters
  Score: Raw -602684.099556 + Penalty 2851.752222 = -599832.347334
  nChanged 108
		SP:Iteration 14Q (38950.930000 sec): 3 clusters
  Score: Raw -602744.799923 + Penalty 2851.752222 = -599893.047702
  nChanged 99
		SP:Iteration 15Q (38951.170000 sec): 3 clusters
  Score: Raw -602790.714420 + Penalty 2851.752222 = -599938.962198
  nChanged 96
		SP:Iteration 16Q (38951.400000 sec): 3 clusters
  Score: Raw -602836.805830 + Penalty 2851.752222 = -599985.053609
  nChanged 90
		SP:Iteration 17Q (38951.610000 sec): 3 clusters
  Score: Raw -602880.197059 + Penalty 2851.752222 = -600028.444837
  nChanged 79
		SP:Iteration 18Q (38951.800000 sec): 3 clusters
  Score: Raw -602926.685318 + Penalty 2851.752222 = -600074.933096
  nChanged 74
		SP:Iteration 19Q (38952.030000 sec): 3 clusters
  Score: Raw -602967.031223 + Penalty 2851.752222 = -600115.279001
  nChanged 76
		SP:Iteration 20F (38952.260000 sec): 3 clusters
  Score: Raw -603012.289863 + Penalty 2851.752222 = -600160.537642
  nChanged 82
		SP:Iteration 21Q (38952.410000 sec): 3 clusters
  Score: Raw -603052.225897 + Penalty 2851.752222 = -600200.473676
  nChanged 61
		SP:Iteration 22Q (38952.650000 sec): 3 clusters
  Score: Raw -603083.287634 + Penalty 2851.752222 = -600231.535412
  nChanged 57
		SP:Iteration 23Q (38952.880000 sec): 3 clusters
  Score: Raw -603105.512346 + Penalty 2851.752222 = -600253.760124
  nChanged 57
		SP:Iteration 24Q (38953.080000 sec): 3 clusters
  Score: Raw -603128.605968 + Penalty 2851.752222 = -600276.853746
  nChanged 57
		SP:Iteration 25Q (38953.310000 sec): 3 clusters
  Score: Raw -603158.002736 + Penalty 2851.752222 = -600306.250514
  nChanged 67
		SP:Iteration 26Q (38953.530000 sec): 3 clusters
  Score: Raw -603194.554292 + Penalty 2851.752222 = -600342.802071
  nChanged 66
		SP:Iteration 27Q (38953.730000 sec): 3 clusters
  Score: Raw -603262.814473 + Penalty 2851.752222 = -600411.062252
  nChanged 84
		SP:Iteration 28Q (38953.900000 sec): 3 clusters
  Score: Raw -603381.724706 + Penalty 2851.752222 = -600529.972484
  nChanged 87
		SP:Iteration 29Q (38954.110000 sec): 3 clusters
  Score: Raw -603452.848952 + Penalty 2851.752222 = -600601.096731
  nChanged 87
		SP:Iteration 30Q (38954.380000 sec): 3 clusters
  Score: Raw -603501.152719 + Penalty 2851.752222 = -600649.400497
  nChanged 81
		SP:Iteration 31Q (38954.630000 sec): 3 clusters
  Score: Raw -603538.263500 + Penalty 2851.752222 = -600686.511278
  nChanged 76
		SP:Iteration 32Q (38954.830000 sec): 3 clusters
  Score: Raw -603568.345849 + Penalty 2851.752222 = -600716.593627
  nChanged 64
		SP:Iteration 33Q (38955.080000 sec): 3 clusters
  Score: Raw -603591.600055 + Penalty 2851.752222 = -600739.847833
  nChanged 63
		SP:Iteration 34Q (38955.380000 sec): 3 clusters
  Score: Raw -603619.474904 + Penalty 2851.752222 = -600767.722682
  nChanged 70
		SP:Iteration 35Q (38955.610000 sec): 3 clusters
  Score: Raw -603647.326465 + Penalty 2851.752222 = -600795.574243
  nChanged 57
		SP:Iteration 36Q (38955.840000 sec): 3 clusters
  Score: Raw -603670.596511 + Penalty 2851.752222 = -600818.844289
  nChanged 53
		SP:Iteration 37Q (38956.070000 sec): 3 clusters
  Score: Raw -603691.010438 + Penalty 2851.752222 = -600839.258217
  nChanged 45
		SP:Iteration 38Q (38956.340000 sec): 3 clusters
  Score: Raw -603706.874956 + Penalty 2851.752222 = -600855.122734
  nChanged 46
		SP:Iteration 39Q (38956.570000 sec): 3 clusters
  Score: Raw -603721.486996 + Penalty 2851.752222 = -600869.734774
  nChanged 45
		SP:Iteration 40F (38956.750000 sec): 3 clusters
  Score: Raw -603737.766945 + Penalty 2851.752222 = -600886.014723
  nChanged 46
		SP:Iteration 41Q (38956.920000 sec): 3 clusters
  Score: Raw -603753.999078 + Penalty 2851.752222 = -600902.246856
  nChanged 42
		SP:Iteration 42Q (38957.150000 sec): 3 clusters
  Score: Raw -603768.164033 + Penalty 2851.752222 = -600916.411811
  nChanged 38
		SP:Iteration 43Q (38957.350000 sec): 3 clusters
  Score: Raw -603779.423621 + Penalty 2851.752222 = -600927.671399
  nChanged 31
		SP:Iteration 44Q (38957.560000 sec): 3 clusters
  Score: Raw -603788.337448 + Penalty 2851.752222 = -600936.585227
  nChanged 28
		SP:Iteration 45Q (38957.770000 sec): 3 clusters
  Score: Raw -603794.836628 + Penalty 2851.752222 = -600943.084406
  nChanged 20
		SP:Iteration 46Q (38958.000000 sec): 3 clusters
  Score: Raw -603799.838614 + Penalty 2851.752222 = -600948.086392
  nChanged 25
		SP:Iteration 47Q (38958.190000 sec): 3 clusters
  Score: Raw -603805.469735 + Penalty 2851.752222 = -600953.717513
  nChanged 22
		SP:Iteration 48Q (38958.430000 sec): 3 clusters
  Score: Raw -603810.952297 + Penalty 2851.752222 = -600959.200075
  nChanged 19
		SP:Iteration 49Q (38958.640000 sec): 3 clusters
  Score: Raw -603815.487747 + Penalty 2851.752222 = -600963.735525
  nChanged 15
		SP:Iteration 50Q (38958.960000 sec): 3 clusters
  Score: Raw -603818.740373 + Penalty 2851.752222 = -600966.988151
  nChanged 10
		SP:Iteration 51Q (38959.190000 sec): 3 clusters
  Score: Raw -603821.267603 + Penalty 2851.752222 = -600969.515381
  nChanged 17
		SP:Iteration 52Q (38959.370000 sec): 3 clusters
  Score: Raw -603825.973024 + Penalty 2851.752222 = -600974.220803
  nChanged 18
		SP:Iteration 53Q (38959.600000 sec): 3 clusters
  Score: Raw -603830.334854 + Penalty 2851.752222 = -600978.582632
  nChanged 15
		SP:Iteration 54Q (38959.820000 sec): 3 clusters
  Score: Raw -603834.158916 + Penalty 2851.752222 = -600982.406694
  nChanged 12
		SP:Iteration 55Q (38960.060000 sec): 3 clusters
  Score: Raw -603837.525594 + Penalty 2851.752222 = -600985.773372
  nChanged 11
		SP:Iteration 56Q (38960.260000 sec): 3 clusters
  Score: Raw -603840.779876 + Penalty 2851.752222 = -600989.027654
  nChanged 13
		SP:Iteration 57Q (38960.450000 sec): 3 clusters
  Score: Raw -603846.730178 + Penalty 2851.752222 = -600994.977956
  nChanged 17
		SP:Iteration 58Q (38960.670000 sec): 3 clusters
  Score: Raw -603850.396794 + Penalty 2851.752222 = -600998.644572
  nChanged 6
		SP:Iteration 59Q (38960.870000 sec): 3 clusters
  Score: Raw -603851.322434 + Penalty 2851.752222 = -600999.570212
  nChanged 5
		SP:Iteration 60F (38961.080000 sec): 3 clusters
  Score: Raw -603852.105924 + Penalty 2851.752222 = -601000.353703
  nChanged 9
		SP:Iteration 61Q (38961.230000 sec): 3 clusters
  Score: Raw -603854.473642 + Penalty 2851.752222 = -601002.721421
  nChanged 8
		SP:Iteration 62Q (38961.440000 sec): 3 clusters
  Score: Raw -603856.828559 + Penalty 2851.752222 = -601005.076337
  nChanged 6
		SP:Iteration 63Q (38961.640000 sec): 3 clusters
  Score: Raw -603857.623761 + Penalty 2851.752222 = -601005.871539
  nChanged 3
		SP:Iteration 64Q (38961.830000 sec): 3 clusters
  Score: Raw -603858.471252 + Penalty 2851.752222 = -601006.719030
  nChanged 3
		SP:Iteration 65Q (38962.040000 sec): 3 clusters
  Score: Raw -603859.053490 + Penalty 2851.752222 = -601007.301268
  nChanged 4
		SP:Iteration 66Q (38962.280000 sec): 3 clusters
  Score: Raw -603860.164538 + Penalty 2851.752222 = -601008.412317
  nChanged 8
		SP:Iteration 67Q (38962.480000 sec): 3 clusters
  Score: Raw -603861.359481 + Penalty 2851.752222 = -601009.607259
  nChanged 3
		SP:Iteration 68Q (38962.710000 sec): 3 clusters
  Score: Raw -603862.034800 + Penalty 2851.752222 = -601010.282578
  nChanged 2
		SP:Iteration 69Q (38962.920000 sec): 3 clusters
  Score: Raw -603862.441903 + Penalty 2851.752222 = -601010.689681
  nChanged 3
		SP:Iteration 70Q (38963.150000 sec): 3 clusters
  Score: Raw -603863.191512 + Penalty 2851.752222 = -601011.439291
  nChanged 2
		SP:Iteration 71Q (38963.320000 sec): 3 clusters
  Score: Raw -603863.711833 + Penalty 2851.752222 = -601011.959611
  nChanged 3
		SP:Iteration 72Q (38963.520000 sec): 3 clusters
  Score: Raw -603864.759099 + Penalty 2851.752222 = -601013.006877
  nChanged 2
		SP:Iteration 73Q (38963.720000 sec): 3 clusters
  Score: Raw -603864.991502 + Penalty 2851.752222 = -601013.239280
  nChanged 1
		SP:Iteration 74Q (38964.000000 sec): 3 clusters
  Score: Raw -603865.111863 + Penalty 2851.752222 = -601013.359642
  nChanged 2
		SP:Iteration 75Q (38964.200000 sec): 3 clusters
  Score: Raw -603865.682220 + Penalty 2851.752222 = -601013.929998
  nChanged 3
		SP:Iteration 76Q (38964.430000 sec): 3 clusters
  Score: Raw -603866.653166 + Penalty 2851.752222 = -601014.900944
  nChanged 3
		SP:Iteration 77Q (38964.640000 sec): 3 clusters
  Score: Raw -603867.813548 + Penalty 2851.752222 = -601016.061327
  nChanged 6
		SP:Iteration 78Q (38964.880000 sec): 3 clusters
  Score: Raw -603869.119247 + Penalty 2851.752222 = -601017.367025
  nChanged 5
		SP:Iteration 79Q (38965.050000 sec): 3 clusters
  Score: Raw -603870.143901 + Penalty 2851.752222 = -601018.391679
  nChanged 2
		SP:Iteration 80F (38965.300000 sec): 3 clusters
  Score: Raw -603870.523329 + Penalty 2851.752222 = -601018.771107
  nChanged 1
		SP:Iteration 81Q (38965.520000 sec): 3 clusters
  Score: Raw -603870.617956 + Penalty 2851.752222 = -601018.865734
  nChanged 1
		SP:Iteration 82Q (38965.730000 sec): 3 clusters
  Score: Raw -603870.760946 + Penalty 2851.752222 = -601019.008724
  nChanged 0
		SP:Iteration 83F (38965.910000 sec): 3 clusters
  Score: Raw -603870.760946 + Penalty 2851.752222 = -601019.008724
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (14222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38966.070000 sec): 2 clusters
  Score: Raw -1388479.299692 + Penalty 1553.913618 = -1386925.386074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38966.340000 sec): 3 clusters
  Score: Raw -1380120.691320 + Penalty 3107.827236 = -1377012.864084
  nChanged 6314
		SP:Iteration 1F (38966.600000 sec): 3 clusters
  Score: Raw -1383560.491615 + Penalty 3107.827236 = -1380452.664380
  nChanged 843
		SP:Iteration 2F (38966.880000 sec): 3 clusters
  Score: Raw -1383930.969042 + Penalty 3107.827236 = -1380823.141806
  nChanged 744
		SP:Iteration 3F (38967.150000 sec): 3 clusters
  Score: Raw -1384289.821569 + Penalty 3107.827236 = -1381181.994333
  nChanged 718
		SP:Iteration 4F (38967.400000 sec): 3 clusters
  Score: Raw -1384665.663764 + Penalty 3107.827236 = -1381557.836528
  nChanged 744
		SP:Iteration 5F (38967.690000 sec): 3 clusters
  Score: Raw -1385082.943406 + Penalty 3107.827236 = -1381975.116170
  nChanged 723
		SP:Iteration 6F (38967.990000 sec): 3 clusters
  Score: Raw -1385559.026590 + Penalty 3107.827236 = -1382451.199354
  nChanged 751
		SP:Iteration 7F (38968.200000 sec): 3 clusters
  Score: Raw -1386093.169566 + Penalty 3107.827236 = -1382985.342331
  nChanged 741
		SP:Iteration 8F (38968.410000 sec): 3 clusters
  Score: Raw -1386609.847962 + Penalty 3107.827236 = -1383502.020726
  nChanged 676
		SP:Iteration 9Q (38968.690000 sec): 3 clusters
  Score: Raw -1387074.030771 + Penalty 3107.827236 = -1383966.203535
  nChanged 582
		SP:Iteration 10Q (38968.940000 sec): 3 clusters
  Score: Raw -1387468.140261 + Penalty 3107.827236 = -1384360.313025
  nChanged 473
		SP:Iteration 11Q (38969.220000 sec): 3 clusters
  Score: Raw -1387766.825375 + Penalty 3107.827236 = -1384658.998139
  nChanged 390
		SP:Iteration 12Q (38969.470000 sec): 3 clusters
  Score: Raw -1387990.007566 + Penalty 3107.827236 = -1384882.180331
  nChanged 313
		SP:Iteration 13Q (38969.690000 sec): 3 clusters
  Score: Raw -1388149.226582 + Penalty 3107.827236 = -1385041.399346
  nChanged 233
		SP:Iteration 14Q (38969.970000 sec): 3 clusters
  Score: Raw -1388263.885082 + Penalty 3107.827236 = -1385156.057846
  nChanged 205
		SP:Iteration 15Q (38970.220000 sec): 3 clusters
  Score: Raw -1388368.199159 + Penalty 3107.827236 = -1385260.371924
  nChanged 173
		SP:Iteration 16Q (38970.490000 sec): 3 clusters
  Score: Raw -1388457.789321 + Penalty 3107.827236 = -1385349.962085
  nChanged 122
		SP:Iteration 17Q (38970.720000 sec): 3 clusters
  Score: Raw -1388510.488661 + Penalty 3107.827236 = -1385402.661426
  nChanged 115
		SP:Iteration 18Q (38971.030000 sec): 3 clusters
  Score: Raw -1388556.773987 + Penalty 3107.827236 = -1385448.946752
  nChanged 85
		SP:Iteration 19Q (38971.330000 sec): 3 clusters
  Score: Raw -1388596.553743 + Penalty 3107.827236 = -1385488.726507
  nChanged 81
		SP:Iteration 20F (38971.580000 sec): 3 clusters
  Score: Raw -1388627.083705 + Penalty 3107.827236 = -1385519.256469
  nChanged 57
		SP:Iteration 21Q (38971.880000 sec): 3 clusters
  Score: Raw -1388647.816393 + Penalty 3107.827236 = -1385539.989158
  nChanged 45
		SP:Iteration 22Q (38972.170000 sec): 3 clusters
  Score: Raw -1388664.744577 + Penalty 3107.827236 = -1385556.917342
  nChanged 35
		SP:Iteration 23Q (38972.450000 sec): 3 clusters
  Score: Raw -1388679.402735 + Penalty 3107.827236 = -1385571.575499
  nChanged 37
		SP:Iteration 24Q (38972.740000 sec): 3 clusters
  Score: Raw -1388696.199137 + Penalty 3107.827236 = -1385588.371901
  nChanged 33
		SP:Iteration 25Q (38972.960000 sec): 3 clusters
  Score: Raw -1388708.004189 + Penalty 3107.827236 = -1385600.176954
  nChanged 30
		SP:Iteration 26Q (38973.270000 sec): 3 clusters
  Score: Raw -1388717.157404 + Penalty 3107.827236 = -1385609.330168
  nChanged 20
		SP:Iteration 27Q (38973.510000 sec): 3 clusters
  Score: Raw -1388723.506049 + Penalty 3107.827236 = -1385615.678814
  nChanged 17
		SP:Iteration 28Q (38973.740000 sec): 3 clusters
  Score: Raw -1388730.200540 + Penalty 3107.827236 = -1385622.373304
  nChanged 23
		SP:Iteration 29Q (38973.940000 sec): 3 clusters
  Score: Raw -1388738.311737 + Penalty 3107.827236 = -1385630.484501
  nChanged 17
		SP:Iteration 30Q (38974.220000 sec): 3 clusters
  Score: Raw -1388745.567909 + Penalty 3107.827236 = -1385637.740674
  nChanged 23
		SP:Iteration 31Q (38974.500000 sec): 3 clusters
  Score: Raw -1388753.248537 + Penalty 3107.827236 = -1385645.421302
  nChanged 17
		SP:Iteration 32Q (38974.780000 sec): 3 clusters
  Score: Raw -1388759.469001 + Penalty 3107.827236 = -1385651.641765
  nChanged 12
		SP:Iteration 33Q (38975.070000 sec): 3 clusters
  Score: Raw -1388763.246149 + Penalty 3107.827236 = -1385655.418914
  nChanged 9
		SP:Iteration 34Q (38975.330000 sec): 3 clusters
  Score: Raw -1388766.216249 + Penalty 3107.827236 = -1385658.389013
  nChanged 6
		SP:Iteration 35Q (38975.620000 sec): 3 clusters
  Score: Raw -1388768.932252 + Penalty 3107.827236 = -1385661.105017
  nChanged 11
		SP:Iteration 36Q (38975.850000 sec): 3 clusters
  Score: Raw -1388771.727465 + Penalty 3107.827236 = -1385663.900229
  nChanged 10
		SP:Iteration 37Q (38976.080000 sec): 3 clusters
  Score: Raw -1388775.328665 + Penalty 3107.827236 = -1385667.501430
  nChanged 8
		SP:Iteration 38Q (38976.400000 sec): 3 clusters
  Score: Raw -1388777.512002 + Penalty 3107.827236 = -1385669.684766
  nChanged 5
		SP:Iteration 39Q (38976.740000 sec): 3 clusters
  Score: Raw -1388779.860189 + Penalty 3107.827236 = -1385672.032953
  nChanged 7
		SP:Iteration 40F (38977.000000 sec): 3 clusters
  Score: Raw -1388781.751521 + Penalty 3107.827236 = -1385673.924285
  nChanged 4
		SP:Iteration 41Q (38977.250000 sec): 3 clusters
  Score: Raw -1388782.930423 + Penalty 3107.827236 = -1385675.103187
  nChanged 7
		SP:Iteration 42Q (38977.530000 sec): 3 clusters
  Score: Raw -1388785.429055 + Penalty 3107.827236 = -1385677.601819
  nChanged 9
		SP:Iteration 43Q (38977.800000 sec): 3 clusters
  Score: Raw -1388787.434817 + Penalty 3107.827236 = -1385679.607581
  nChanged 5
		SP:Iteration 44Q (38978.090000 sec): 3 clusters
  Score: Raw -1388788.169929 + Penalty 3107.827236 = -1385680.342693
  nChanged 0
		SP:Iteration 45F (38978.320000 sec): 3 clusters
  Score: Raw -1388788.169929 + Penalty 3107.827236 = -1385680.342693
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38978.560000 sec): 2 clusters
  Score: Raw -2085996.759872 + Penalty 1611.078394 = -2084385.681479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38978.890000 sec): 3 clusters
  Score: Raw -2073825.731002 + Penalty 3222.156787 = -2070603.574215
  nChanged 9105
		SP:Iteration 1F (38979.210000 sec): 3 clusters
  Score: Raw -2079384.426309 + Penalty 3222.156787 = -2076162.269522
  nChanged 1677
		SP:Iteration 2F (38979.430000 sec): 3 clusters
  Score: Raw -2080658.756770 + Penalty 3222.156787 = -2077436.599983
  nChanged 1799
		SP:Iteration 3F (38979.730000 sec): 3 clusters
  Score: Raw -2082059.999766 + Penalty 3222.156787 = -2078837.842979
  nChanged 1563
		SP:Iteration 4F (38979.980000 sec): 3 clusters
  Score: Raw -2083097.145729 + Penalty 3222.156787 = -2079874.988942
  nChanged 1141
		SP:Iteration 5F (38980.310000 sec): 3 clusters
  Score: Raw -2083756.888258 + Penalty 3222.156787 = -2080534.731471
  nChanged 862
		SP:Iteration 6Q (38980.610000 sec): 3 clusters
  Score: Raw -2084172.018733 + Penalty 3222.156787 = -2080949.861946
  nChanged 643
		SP:Iteration 7Q (38980.940000 sec): 3 clusters
  Score: Raw -2084442.092814 + Penalty 3222.156787 = -2081219.936027
  nChanged 477
		SP:Iteration 8Q (38981.270000 sec): 3 clusters
  Score: Raw -2084615.733409 + Penalty 3222.156787 = -2081393.576622
  nChanged 382
		SP:Iteration 9Q (38981.620000 sec): 3 clusters
  Score: Raw -2084766.447522 + Penalty 3222.156787 = -2081544.290735
  nChanged 329
		SP:Iteration 10Q (38982.000000 sec): 3 clusters
  Score: Raw -2084894.335278 + Penalty 3222.156787 = -2081672.178491
  nChanged 302
		SP:Iteration 11Q (38982.270000 sec): 3 clusters
  Score: Raw -2085008.195560 + Penalty 3222.156787 = -2081786.038773
  nChanged 262
		SP:Iteration 12Q (38982.620000 sec): 3 clusters
  Score: Raw -2085110.200765 + Penalty 3222.156787 = -2081888.043977
  nChanged 262
		SP:Iteration 13Q (38982.910000 sec): 3 clusters
  Score: Raw -2085215.856380 + Penalty 3222.156787 = -2081993.699593
  nChanged 255
		SP:Iteration 14Q (38983.250000 sec): 3 clusters
  Score: Raw -2085328.133346 + Penalty 3222.156787 = -2082105.976559
  nChanged 245
		SP:Iteration 15Q (38983.520000 sec): 3 clusters
  Score: Raw -2085435.137194 + Penalty 3222.156787 = -2082212.980407
  nChanged 202
		SP:Iteration 16Q (38983.880000 sec): 3 clusters
  Score: Raw -2085518.756057 + Penalty 3222.156787 = -2082296.599270
  nChanged 173
		SP:Iteration 17Q (38984.150000 sec): 3 clusters
  Score: Raw -2085592.278144 + Penalty 3222.156787 = -2082370.121357
  nChanged 146
		SP:Iteration 18Q (38984.490000 sec): 3 clusters
  Score: Raw -2085656.331581 + Penalty 3222.156787 = -2082434.174794
  nChanged 155
		SP:Iteration 19Q (38984.810000 sec): 3 clusters
  Score: Raw -2085735.393119 + Penalty 3222.156787 = -2082513.236332
  nChanged 145
		SP:Iteration 20F (38985.110000 sec): 3 clusters
  Score: Raw -2085810.201624 + Penalty 3222.156787 = -2082588.044837
  nChanged 142
		SP:Iteration 21Q (38985.420000 sec): 3 clusters
  Score: Raw -2085881.944182 + Penalty 3222.156787 = -2082659.787395
  nChanged 116
		SP:Iteration 22Q (38985.750000 sec): 3 clusters
  Score: Raw -2085942.284054 + Penalty 3222.156787 = -2082720.127267
  nChanged 70
		SP:Iteration 23Q (38986.030000 sec): 3 clusters
  Score: Raw -2085980.577607 + Penalty 3222.156787 = -2082758.420820
  nChanged 61
		SP:Iteration 24Q (38986.360000 sec): 3 clusters
  Score: Raw -2086014.717629 + Penalty 3222.156787 = -2082792.560842
  nChanged 52
		SP:Iteration 25Q (38986.710000 sec): 3 clusters
  Score: Raw -2086048.246135 + Penalty 3222.156787 = -2082826.089348
  nChanged 52
		SP:Iteration 26Q (38987.030000 sec): 3 clusters
  Score: Raw -2086078.624595 + Penalty 3222.156787 = -2082856.467808
  nChanged 42
		SP:Iteration 27Q (38987.360000 sec): 3 clusters
  Score: Raw -2086099.747126 + Penalty 3222.156787 = -2082877.590339
  nChanged 29
		SP:Iteration 28Q (38987.610000 sec): 3 clusters
  Score: Raw -2086119.016343 + Penalty 3222.156787 = -2082896.859556
  nChanged 33
		SP:Iteration 29Q (38987.940000 sec): 3 clusters
  Score: Raw -2086138.590307 + Penalty 3222.156787 = -2082916.433520
  nChanged 26
		SP:Iteration 30Q (38988.230000 sec): 3 clusters
  Score: Raw -2086152.817602 + Penalty 3222.156787 = -2082930.660815
  nChanged 17
		SP:Iteration 31Q (38988.510000 sec): 3 clusters
  Score: Raw -2086162.866979 + Penalty 3222.156787 = -2082940.710192
  nChanged 10
		SP:Iteration 32Q (38988.770000 sec): 3 clusters
  Score: Raw -2086168.042168 + Penalty 3222.156787 = -2082945.885381
  nChanged 10
		SP:Iteration 33Q (38989.050000 sec): 3 clusters
  Score: Raw -2086172.918547 + Penalty 3222.156787 = -2082950.761760
  nChanged 8
		SP:Iteration 34Q (38989.340000 sec): 3 clusters
  Score: Raw -2086177.228470 + Penalty 3222.156787 = -2082955.071683
  nChanged 9
		SP:Iteration 35Q (38989.590000 sec): 3 clusters
  Score: Raw -2086181.992948 + Penalty 3222.156787 = -2082959.836161
  nChanged 6
		SP:Iteration 36Q (38989.870000 sec): 3 clusters
  Score: Raw -2086185.944833 + Penalty 3222.156787 = -2082963.788046
  nChanged 6
		SP:Iteration 37Q (38990.180000 sec): 3 clusters
  Score: Raw -2086189.657225 + Penalty 3222.156787 = -2082967.500438
  nChanged 3
		SP:Iteration 38Q (38990.480000 sec): 3 clusters
  Score: Raw -2086190.844010 + Penalty 3222.156787 = -2082968.687223
  nChanged 2
		SP:Iteration 39Q (38990.810000 sec): 3 clusters
  Score: Raw -2086191.438413 + Penalty 3222.156787 = -2082969.281626
  nChanged 1
		SP:Iteration 40F (38991.050000 sec): 3 clusters
  Score: Raw -2086191.682154 + Penalty 3222.156787 = -2082969.525367
  nChanged 1
		SP:Iteration 41Q (38991.370000 sec): 3 clusters
  Score: Raw -2086191.882533 + Penalty 3222.156787 = -2082969.725746
  nChanged 1
		SP:Iteration 42Q (38991.680000 sec): 3 clusters
  Score: Raw -2086192.250481 + Penalty 3222.156787 = -2082970.093694
  nChanged 0
		SP:Iteration 43F (38992.000000 sec): 3 clusters
  Score: Raw -2086192.250481 + Penalty 3222.156787 = -2082970.093694
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38992.190000 sec): 2 clusters
  Score: Raw -927056.735428 + Penalty 1476.294710 = -925580.440719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38992.370000 sec): 3 clusters
  Score: Raw -922096.758794 + Penalty 2952.589419 = -919144.169375
  nChanged 3855
		SP:Iteration 1F (38992.620000 sec): 3 clusters
  Score: Raw -924251.904127 + Penalty 2952.589419 = -921299.314708
  nChanged 635
		SP:Iteration 2F (38992.880000 sec): 3 clusters
  Score: Raw -924694.594941 + Penalty 2952.589419 = -921742.005521
  nChanged 666
		SP:Iteration 3F (38993.110000 sec): 3 clusters
  Score: Raw -925256.958211 + Penalty 2952.589419 = -922304.368792
  nChanged 669
		SP:Iteration 4F (38993.380000 sec): 3 clusters
  Score: Raw -925882.542829 + Penalty 2952.589419 = -922929.953409
  nChanged 658
		SP:Iteration 5F (38993.600000 sec): 3 clusters
  Score: Raw -926408.559704 + Penalty 2952.589419 = -923455.970284
  nChanged 492
		SP:Iteration 6F (38993.830000 sec): 3 clusters
  Score: Raw -926764.648675 + Penalty 2952.589419 = -923812.059256
  nChanged 384
		SP:Iteration 7Q (38994.110000 sec): 3 clusters
  Score: Raw -927059.774147 + Penalty 2952.589419 = -924107.184727
  nChanged 301
		SP:Iteration 8Q (38994.360000 sec): 3 clusters
  Score: Raw -927316.499840 + Penalty 2952.589419 = -924363.910421
  nChanged 247
		SP:Iteration 9Q (38994.530000 sec): 3 clusters
  Score: Raw -927549.680870 + Penalty 2952.589419 = -924597.091451
  nChanged 210
		SP:Iteration 10Q (38994.770000 sec): 3 clusters
  Score: Raw -927740.108598 + Penalty 2952.589419 = -924787.519179
  nChanged 154
		SP:Iteration 11Q (38994.980000 sec): 3 clusters
  Score: Raw -927831.438614 + Penalty 2952.589419 = -924878.849194
  nChanged 106
		SP:Iteration 12Q (38995.210000 sec): 3 clusters
  Score: Raw -927882.118688 + Penalty 2952.589419 = -924929.529268
  nChanged 69
		SP:Iteration 13Q (38995.410000 sec): 3 clusters
  Score: Raw -927909.931230 + Penalty 2952.589419 = -924957.341811
  nChanged 38
		SP:Iteration 14Q (38995.650000 sec): 3 clusters
  Score: Raw -927922.540531 + Penalty 2952.589419 = -924969.951112
  nChanged 41
		SP:Iteration 15Q (38995.930000 sec): 3 clusters
  Score: Raw -927934.824803 + Penalty 2952.589419 = -924982.235384
  nChanged 27
		SP:Iteration 16Q (38996.150000 sec): 3 clusters
  Score: Raw -927944.339259 + Penalty 2952.589419 = -924991.749839
  nChanged 26
		SP:Iteration 17Q (38996.350000 sec): 3 clusters
  Score: Raw -927950.935264 + Penalty 2952.589419 = -924998.345844
  nChanged 22
		SP:Iteration 18Q (38996.570000 sec): 3 clusters
  Score: Raw -927956.048965 + Penalty 2952.589419 = -925003.459546
  nChanged 17
		SP:Iteration 19Q (38996.750000 sec): 3 clusters
  Score: Raw -927960.126976 + Penalty 2952.589419 = -925007.537557
  nChanged 19
		SP:Iteration 20F (38996.980000 sec): 3 clusters
  Score: Raw -927964.313950 + Penalty 2952.589419 = -925011.724531
  nChanged 13
		SP:Iteration 21Q (38997.180000 sec): 3 clusters
  Score: Raw -927966.548813 + Penalty 2952.589419 = -925013.959394
  nChanged 12
		SP:Iteration 22Q (38997.540000 sec): 3 clusters
  Score: Raw -927969.032840 + Penalty 2952.589419 = -925016.443421
  nChanged 11
		SP:Iteration 23Q (38997.730000 sec): 3 clusters
  Score: Raw -927971.052652 + Penalty 2952.589419 = -925018.463233
  nChanged 11
		SP:Iteration 24Q (38997.980000 sec): 3 clusters
  Score: Raw -927972.343940 + Penalty 2952.589419 = -925019.754520
  nChanged 4
		SP:Iteration 25Q (38998.150000 sec): 3 clusters
  Score: Raw -927972.906139 + Penalty 2952.589419 = -925020.316720
  nChanged 3
		SP:Iteration 26Q (38998.370000 sec): 3 clusters
  Score: Raw -927973.538693 + Penalty 2952.589419 = -925020.949274
  nChanged 2
		SP:Iteration 27Q (38998.560000 sec): 3 clusters
  Score: Raw -927973.801259 + Penalty 2952.589419 = -925021.211840
  nChanged 1
		SP:Iteration 28Q (38998.820000 sec): 3 clusters
  Score: Raw -927973.903582 + Penalty 2952.589419 = -925021.314163
  nChanged 1
		SP:Iteration 29Q (38999.050000 sec): 3 clusters
  Score: Raw -927973.926430 + Penalty 2952.589419 = -925021.337011
  nChanged 0
		SP:Iteration 30F (38999.270000 sec): 3 clusters
  Score: Raw -927973.926430 + Penalty 2952.589419 = -925021.337011
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38999.420000 sec): 2 clusters
  Score: Raw -650235.415534 + Penalty 1419.051904 = -648816.363631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38999.600000 sec): 3 clusters
  Score: Raw -646985.480091 + Penalty 2838.103807 = -644147.376284
  nChanged 2553
		SP:Iteration 1F (38999.880000 sec): 3 clusters
  Score: Raw -648462.980797 + Penalty 2838.103807 = -645624.876989
  nChanged 414
		SP:Iteration 2F (39000.090000 sec): 3 clusters
  Score: Raw -648715.562122 + Penalty 2838.103807 = -645877.458315
  nChanged 335
		SP:Iteration 3F (39000.300000 sec): 3 clusters
  Score: Raw -648912.217895 + Penalty 2838.103807 = -646074.114087
  nChanged 276
		SP:Iteration 4Q (39000.520000 sec): 3 clusters
  Score: Raw -649060.547376 + Penalty 2838.103807 = -646222.443568
  nChanged 259
		SP:Iteration 5Q (39000.740000 sec): 3 clusters
  Score: Raw -649173.268370 + Penalty 2838.103807 = -646335.164563
  nChanged 198
		SP:Iteration 6Q (39000.920000 sec): 3 clusters
  Score: Raw -649254.534519 + Penalty 2838.103807 = -646416.430712
  nChanged 186
		SP:Iteration 7Q (39001.080000 sec): 3 clusters
  Score: Raw -649339.703377 + Penalty 2838.103807 = -646501.599569
  nChanged 182
		SP:Iteration 8Q (39001.280000 sec): 3 clusters
  Score: Raw -649418.194808 + Penalty 2838.103807 = -646580.091001
  nChanged 172
		SP:Iteration 9Q (39001.480000 sec): 3 clusters
  Score: Raw -649490.142584 + Penalty 2838.103807 = -646652.038777
  nChanged 146
		SP:Iteration 10Q (39001.690000 sec): 3 clusters
  Score: Raw -649561.903771 + Penalty 2838.103807 = -646723.799964
  nChanged 167
		SP:Iteration 11Q (39001.880000 sec): 3 clusters
  Score: Raw -649638.597335 + Penalty 2838.103807 = -646800.493528
  nChanged 165
		SP:Iteration 12Q (39002.100000 sec): 3 clusters
  Score: Raw -649712.308179 + Penalty 2838.103807 = -646874.204372
  nChanged 146
		SP:Iteration 13Q (39002.310000 sec): 3 clusters
  Score: Raw -649787.826064 + Penalty 2838.103807 = -646949.722256
  nChanged 142
		SP:Iteration 14Q (39002.520000 sec): 3 clusters
  Score: Raw -649866.290557 + Penalty 2838.103807 = -647028.186750
  nChanged 151
		SP:Iteration 15Q (39002.750000 sec): 3 clusters
  Score: Raw -649946.816237 + Penalty 2838.103807 = -647108.712430
  nChanged 143
		SP:Iteration 16Q (39002.970000 sec): 3 clusters
  Score: Raw -650015.038087 + Penalty 2838.103807 = -647176.934279
  nChanged 135
		SP:Iteration 17Q (39003.220000 sec): 3 clusters
  Score: Raw -650075.016167 + Penalty 2838.103807 = -647236.912359
  nChanged 122
		SP:Iteration 18Q (39003.440000 sec): 3 clusters
  Score: Raw -650130.937248 + Penalty 2838.103807 = -647292.833441
  nChanged 95
		SP:Iteration 19Q (39003.710000 sec): 3 clusters
  Score: Raw -650181.324179 + Penalty 2838.103807 = -647343.220371
  nChanged 85
		SP:Iteration 20F (39003.940000 sec): 3 clusters
  Score: Raw -650218.830549 + Penalty 2838.103807 = -647380.726741
  nChanged 85
		SP:Iteration 21Q (39004.190000 sec): 3 clusters
  Score: Raw -650250.638676 + Penalty 2838.103807 = -647412.534869
  nChanged 61
		SP:Iteration 22Q (39004.430000 sec): 3 clusters
  Score: Raw -650273.052881 + Penalty 2838.103807 = -647434.949073
  nChanged 49
		SP:Iteration 23Q (39004.670000 sec): 3 clusters
  Score: Raw -650289.639229 + Penalty 2838.103807 = -647451.535421
  nChanged 43
		SP:Iteration 24Q (39004.850000 sec): 3 clusters
  Score: Raw -650301.685524 + Penalty 2838.103807 = -647463.581716
  nChanged 33
		SP:Iteration 25Q (39005.000000 sec): 3 clusters
  Score: Raw -650311.150541 + Penalty 2838.103807 = -647473.046733
  nChanged 29
		SP:Iteration 26Q (39005.240000 sec): 3 clusters
  Score: Raw -650320.942108 + Penalty 2838.103807 = -647482.838300
  nChanged 26
		SP:Iteration 27Q (39005.420000 sec): 3 clusters
  Score: Raw -650329.231448 + Penalty 2838.103807 = -647491.127641
  nChanged 28
		SP:Iteration 28Q (39005.600000 sec): 3 clusters
  Score: Raw -650337.406730 + Penalty 2838.103807 = -647499.302923
  nChanged 32
		SP:Iteration 29Q (39005.800000 sec): 3 clusters
  Score: Raw -650344.321768 + Penalty 2838.103807 = -647506.217961
  nChanged 18
		SP:Iteration 30Q (39006.050000 sec): 3 clusters
  Score: Raw -650347.545235 + Penalty 2838.103807 = -647509.441427
  nChanged 12
		SP:Iteration 31Q (39006.250000 sec): 3 clusters
  Score: Raw -650350.463418 + Penalty 2838.103807 = -647512.359611
  nChanged 23
		SP:Iteration 32Q (39006.440000 sec): 3 clusters
  Score: Raw -650355.764382 + Penalty 2838.103807 = -647517.660574
  nChanged 21
		SP:Iteration 33Q (39006.580000 sec): 3 clusters
  Score: Raw -650361.408256 + Penalty 2838.103807 = -647523.304449
  nChanged 23
		SP:Iteration 34Q (39006.770000 sec): 3 clusters
  Score: Raw -650366.765508 + Penalty 2838.103807 = -647528.661701
  nChanged 19
		SP:Iteration 35Q (39007.000000 sec): 3 clusters
  Score: Raw -650372.443902 + Penalty 2838.103807 = -647534.340095
  nChanged 23
		SP:Iteration 36Q (39007.180000 sec): 3 clusters
  Score: Raw -650377.826967 + Penalty 2838.103807 = -647539.723159
  nChanged 23
		SP:Iteration 37Q (39007.430000 sec): 3 clusters
  Score: Raw -650383.529288 + Penalty 2838.103807 = -647545.425481
  nChanged 26
		SP:Iteration 38Q (39007.650000 sec): 3 clusters
  Score: Raw -650392.285480 + Penalty 2838.103807 = -647554.181672
  nChanged 34
		SP:Iteration 39Q (39007.890000 sec): 3 clusters
  Score: Raw -650402.407856 + Penalty 2838.103807 = -647564.304048
  nChanged 34
		SP:Iteration 40F (39008.090000 sec): 3 clusters
  Score: Raw -650411.044482 + Penalty 2838.103807 = -647572.940675
  nChanged 23
		SP:Iteration 41Q (39008.340000 sec): 3 clusters
  Score: Raw -650414.787303 + Penalty 2838.103807 = -647576.683495
  nChanged 13
		SP:Iteration 42Q (39008.500000 sec): 3 clusters
  Score: Raw -650417.564277 + Penalty 2838.103807 = -647579.460470
  nChanged 13
		SP:Iteration 43Q (39008.700000 sec): 3 clusters
  Score: Raw -650421.062268 + Penalty 2838.103807 = -647582.958461
  nChanged 16
		SP:Iteration 44Q (39008.990000 sec): 3 clusters
  Score: Raw -650424.572083 + Penalty 2838.103807 = -647586.468275
  nChanged 9
		SP:Iteration 45Q (39009.200000 sec): 3 clusters
  Score: Raw -650427.073604 + Penalty 2838.103807 = -647588.969796
  nChanged 11
		SP:Iteration 46Q (39009.510000 sec): 3 clusters
  Score: Raw -650428.833405 + Penalty 2838.103807 = -647590.729598
  nChanged 8
		SP:Iteration 47Q (39009.730000 sec): 3 clusters
  Score: Raw -650430.189405 + Penalty 2838.103807 = -647592.085597
  nChanged 6
		SP:Iteration 48Q (39009.940000 sec): 3 clusters
  Score: Raw -650431.191213 + Penalty 2838.103807 = -647593.087406
  nChanged 5
		SP:Iteration 49Q (39010.170000 sec): 3 clusters
  Score: Raw -650432.131445 + Penalty 2838.103807 = -647594.027637
  nChanged 7
		SP:Iteration 50Q (39010.400000 sec): 3 clusters
  Score: Raw -650432.947932 + Penalty 2838.103807 = -647594.844125
  nChanged 4
		SP:Iteration 51Q (39010.600000 sec): 3 clusters
  Score: Raw -650433.441085 + Penalty 2838.103807 = -647595.337278
  nChanged 3
		SP:Iteration 52Q (39010.780000 sec): 3 clusters
  Score: Raw -650433.803439 + Penalty 2838.103807 = -647595.699631
  nChanged 3
		SP:Iteration 53Q (39010.980000 sec): 3 clusters
  Score: Raw -650434.321644 + Penalty 2838.103807 = -647596.217836
  nChanged 4
		SP:Iteration 54Q (39011.150000 sec): 3 clusters
  Score: Raw -650434.830677 + Penalty 2838.103807 = -647596.726870
  nChanged 2
		SP:Iteration 55Q (39011.320000 sec): 3 clusters
  Score: Raw -650434.933166 + Penalty 2838.103807 = -647596.829359
  nChanged 2
		SP:Iteration 56Q (39011.480000 sec): 3 clusters
  Score: Raw -650435.242086 + Penalty 2838.103807 = -647597.138279
  nChanged 3
		SP:Iteration 57Q (39011.660000 sec): 3 clusters
  Score: Raw -650435.556582 + Penalty 2838.103807 = -647597.452775
  nChanged 1
		SP:Iteration 58Q (39011.850000 sec): 3 clusters
  Score: Raw -650435.761607 + Penalty 2838.103807 = -647597.657799
  nChanged 1
		SP:Iteration 59Q (39012.050000 sec): 3 clusters
  Score: Raw -650435.935305 + Penalty 2838.103807 = -647597.831497
  nChanged 2
		SP:Iteration 60F (39012.250000 sec): 3 clusters
  Score: Raw -650436.597071 + Penalty 2838.103807 = -647598.493264
  nChanged 5
		SP:Iteration 61Q (39012.450000 sec): 3 clusters
  Score: Raw -650437.736565 + Penalty 2838.103807 = -647599.632758
  nChanged 3
		SP:Iteration 62Q (39012.610000 sec): 3 clusters
  Score: Raw -650438.471368 + Penalty 2838.103807 = -647600.367560
  nChanged 3
		SP:Iteration 63Q (39012.860000 sec): 3 clusters
  Score: Raw -650438.886016 + Penalty 2838.103807 = -647600.782208
  nChanged 0
		SP:Iteration 64F (39013.050000 sec): 3 clusters
  Score: Raw -650438.886016 + Penalty 2838.103807 = -647600.782208
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (20097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39013.300000 sec): 2 clusters
  Score: Raw -1828958.089210 + Penalty 1610.102947 = -1827347.986263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39013.590000 sec): 3 clusters
  Score: Raw -1816900.898054 + Penalty 3220.205894 = -1813680.692159
  nChanged 9107
		SP:Iteration 1F (39013.870000 sec): 3 clusters
  Score: Raw -1822106.991567 + Penalty 3220.205894 = -1818886.785673
  nChanged 1240
		SP:Iteration 2F (39014.200000 sec): 3 clusters
  Score: Raw -1822710.042411 + Penalty 3220.205894 = -1819489.836517
  nChanged 1234
		SP:Iteration 3F (39014.450000 sec): 3 clusters
  Score: Raw -1823361.569675 + Penalty 3220.205894 = -1820141.363781
  nChanged 1213
		SP:Iteration 4F (39014.800000 sec): 3 clusters
  Score: Raw -1824019.422303 + Penalty 3220.205894 = -1820799.216408
  nChanged 1172
		SP:Iteration 5F (39015.070000 sec): 3 clusters
  Score: Raw -1824701.361243 + Penalty 3220.205894 = -1821481.155348
  nChanged 1100
		SP:Iteration 6F (39015.400000 sec): 3 clusters
  Score: Raw -1825375.874615 + Penalty 3220.205894 = -1822155.668720
  nChanged 1042
		SP:Iteration 7F (39015.740000 sec): 3 clusters
  Score: Raw -1826035.897562 + Penalty 3220.205894 = -1822815.691668
  nChanged 927
		SP:Iteration 8Q (39016.090000 sec): 3 clusters
  Score: Raw -1826582.879317 + Penalty 3220.205894 = -1823362.673423
  nChanged 758
		SP:Iteration 9Q (39016.380000 sec): 3 clusters
  Score: Raw -1826969.906297 + Penalty 3220.205894 = -1823749.700403
  nChanged 589
		SP:Iteration 10Q (39016.650000 sec): 3 clusters
  Score: Raw -1827243.408859 + Penalty 3220.205894 = -1824023.202964
  nChanged 490
		SP:Iteration 11Q (39016.980000 sec): 3 clusters
  Score: Raw -1827451.548639 + Penalty 3220.205894 = -1824231.342745
  nChanged 399
		SP:Iteration 12Q (39017.240000 sec): 3 clusters
  Score: Raw -1827618.050895 + Penalty 3220.205894 = -1824397.845001
  nChanged 380
		SP:Iteration 13Q (39017.540000 sec): 3 clusters
  Score: Raw -1827778.991549 + Penalty 3220.205894 = -1824558.785654
  nChanged 377
		SP:Iteration 14Q (39017.810000 sec): 3 clusters
  Score: Raw -1827937.916166 + Penalty 3220.205894 = -1824717.710271
  nChanged 342
		SP:Iteration 15Q (39018.120000 sec): 3 clusters
  Score: Raw -1828052.945088 + Penalty 3220.205894 = -1824832.739194
  nChanged 270
		SP:Iteration 16Q (39018.390000 sec): 3 clusters
  Score: Raw -1828140.761744 + Penalty 3220.205894 = -1824920.555849
  nChanged 229
		SP:Iteration 17Q (39018.640000 sec): 3 clusters
  Score: Raw -1828206.755724 + Penalty 3220.205894 = -1824986.549829
  nChanged 207
		SP:Iteration 18Q (39018.960000 sec): 3 clusters
  Score: Raw -1828262.423334 + Penalty 3220.205894 = -1825042.217439
  nChanged 183
		SP:Iteration 19Q (39019.240000 sec): 3 clusters
  Score: Raw -1828309.659029 + Penalty 3220.205894 = -1825089.453134
  nChanged 160
		SP:Iteration 20F (39019.560000 sec): 3 clusters
  Score: Raw -1828348.956188 + Penalty 3220.205894 = -1825128.750293
  nChanged 140
		SP:Iteration 21Q (39019.860000 sec): 3 clusters
  Score: Raw -1828379.880395 + Penalty 3220.205894 = -1825159.674501
  nChanged 147
		SP:Iteration 22Q (39020.140000 sec): 3 clusters
  Score: Raw -1828411.613822 + Penalty 3220.205894 = -1825191.407928
  nChanged 129
		SP:Iteration 23Q (39020.420000 sec): 3 clusters
  Score: Raw -1828437.203617 + Penalty 3220.205894 = -1825216.997723
  nChanged 120
		SP:Iteration 24Q (39020.700000 sec): 3 clusters
  Score: Raw -1828459.985690 + Penalty 3220.205894 = -1825239.779796
  nChanged 114
		SP:Iteration 25Q (39021.000000 sec): 3 clusters
  Score: Raw -1828479.538757 + Penalty 3220.205894 = -1825259.332863
  nChanged 85
		SP:Iteration 26Q (39021.250000 sec): 3 clusters
  Score: Raw -1828499.291865 + Penalty 3220.205894 = -1825279.085971
  nChanged 100
		SP:Iteration 27Q (39021.520000 sec): 3 clusters
  Score: Raw -1828519.343755 + Penalty 3220.205894 = -1825299.137860
  nChanged 92
		SP:Iteration 28Q (39021.800000 sec): 3 clusters
  Score: Raw -1828535.715744 + Penalty 3220.205894 = -1825315.509850
  nChanged 91
		SP:Iteration 29Q (39022.040000 sec): 3 clusters
  Score: Raw -1828554.049598 + Penalty 3220.205894 = -1825333.843703
  nChanged 99
		SP:Iteration 30Q (39022.320000 sec): 3 clusters
  Score: Raw -1828573.750987 + Penalty 3220.205894 = -1825353.545092
  nChanged 82
		SP:Iteration 31Q (39022.630000 sec): 3 clusters
  Score: Raw -1828586.893708 + Penalty 3220.205894 = -1825366.687813
  nChanged 75
		SP:Iteration 32Q (39022.910000 sec): 3 clusters
  Score: Raw -1828597.179366 + Penalty 3220.205894 = -1825376.973471
  nChanged 65
		SP:Iteration 33Q (39023.240000 sec): 3 clusters
  Score: Raw -1828606.207126 + Penalty 3220.205894 = -1825386.001232
  nChanged 62
		SP:Iteration 34Q (39023.580000 sec): 3 clusters
  Score: Raw -1828615.504137 + Penalty 3220.205894 = -1825395.298242
  nChanged 56
		SP:Iteration 35Q (39023.870000 sec): 3 clusters
  Score: Raw -1828624.727916 + Penalty 3220.205894 = -1825404.522022
  nChanged 60
		SP:Iteration 36Q (39024.120000 sec): 3 clusters
  Score: Raw -1828635.439935 + Penalty 3220.205894 = -1825415.234040
  nChanged 70
		SP:Iteration 37Q (39024.390000 sec): 3 clusters
  Score: Raw -1828649.178927 + Penalty 3220.205894 = -1825428.973033
  nChanged 78
		SP:Iteration 38Q (39024.670000 sec): 3 clusters
  Score: Raw -1828663.061193 + Penalty 3220.205894 = -1825442.855298
  nChanged 77
		SP:Iteration 39Q (39024.940000 sec): 3 clusters
  Score: Raw -1828678.409442 + Penalty 3220.205894 = -1825458.203548
  nChanged 80
		SP:Iteration 40F (39025.260000 sec): 3 clusters
  Score: Raw -1828692.117417 + Penalty 3220.205894 = -1825471.911522
  nChanged 78
		SP:Iteration 41Q (39025.540000 sec): 3 clusters
  Score: Raw -1828707.012256 + Penalty 3220.205894 = -1825486.806361
  nChanged 86
		SP:Iteration 42Q (39025.870000 sec): 3 clusters
  Score: Raw -1828724.598258 + Penalty 3220.205894 = -1825504.392364
  nChanged 96
		SP:Iteration 43Q (39026.140000 sec): 3 clusters
  Score: Raw -1828743.928190 + Penalty 3220.205894 = -1825523.722295
  nChanged 96
		SP:Iteration 44Q (39026.560000 sec): 3 clusters
  Score: Raw -1828762.469252 + Penalty 3220.205894 = -1825542.263358
  nChanged 97
		SP:Iteration 45Q (39026.810000 sec): 3 clusters
  Score: Raw -1828782.140264 + Penalty 3220.205894 = -1825561.934370
  nChanged 92
		SP:Iteration 46Q (39027.180000 sec): 3 clusters
  Score: Raw -1828798.306440 + Penalty 3220.205894 = -1825578.100546
  nChanged 77
		SP:Iteration 47Q (39027.510000 sec): 3 clusters
  Score: Raw -1828812.058577 + Penalty 3220.205894 = -1825591.852682
  nChanged 73
		SP:Iteration 48Q (39027.870000 sec): 3 clusters
  Score: Raw -1828825.749934 + Penalty 3220.205894 = -1825605.544039
  nChanged 66
		SP:Iteration 49Q (39028.210000 sec): 3 clusters
  Score: Raw -1828838.314292 + Penalty 3220.205894 = -1825618.108398
  nChanged 64
		SP:Iteration 50Q (39028.570000 sec): 3 clusters
  Score: Raw -1828851.619237 + Penalty 3220.205894 = -1825631.413342
  nChanged 71
		SP:Iteration 51Q (39028.900000 sec): 3 clusters
  Score: Raw -1828866.943435 + Penalty 3220.205894 = -1825646.737541
  nChanged 69
		SP:Iteration 52Q (39029.220000 sec): 3 clusters
  Score: Raw -1828880.756014 + Penalty 3220.205894 = -1825660.550120
  nChanged 78
		SP:Iteration 53Q (39029.530000 sec): 3 clusters
  Score: Raw -1828897.536635 + Penalty 3220.205894 = -1825677.330741
  nChanged 80
		SP:Iteration 54Q (39029.800000 sec): 3 clusters
  Score: Raw -1828916.167848 + Penalty 3220.205894 = -1825695.961954
  nChanged 79
		SP:Iteration 55Q (39030.090000 sec): 3 clusters
  Score: Raw -1828933.756257 + Penalty 3220.205894 = -1825713.550363
  nChanged 99
		SP:Iteration 56Q (39030.380000 sec): 3 clusters
  Score: Raw -1828956.056494 + Penalty 3220.205894 = -1825735.850600
  nChanged 105
		SP:Iteration 57Q (39030.660000 sec): 3 clusters
  Score: Raw -1828979.157033 + Penalty 3220.205894 = -1825758.951139
  nChanged 98
		SP:Iteration 58Q (39031.010000 sec): 3 clusters
  Score: Raw -1829000.976656 + Penalty 3220.205894 = -1825780.770762
  nChanged 104
		SP:Iteration 59Q (39031.280000 sec): 3 clusters
  Score: Raw -1829025.609697 + Penalty 3220.205894 = -1825805.403803
  nChanged 90
		SP:Iteration 60F (39031.620000 sec): 3 clusters
  Score: Raw -1829045.723655 + Penalty 3220.205894 = -1825825.517760
  nChanged 103
		SP:Iteration 61Q (39031.900000 sec): 3 clusters
  Score: Raw -1829069.598522 + Penalty 3220.205894 = -1825849.392628
  nChanged 99
		SP:Iteration 62Q (39032.140000 sec): 3 clusters
  Score: Raw -1829096.379901 + Penalty 3220.205894 = -1825876.174006
  nChanged 110
		SP:Iteration 63Q (39032.480000 sec): 3 clusters
  Score: Raw -1829124.506572 + Penalty 3220.205894 = -1825904.300678
  nChanged 104
		SP:Iteration 64Q (39032.750000 sec): 3 clusters
  Score: Raw -1829149.776775 + Penalty 3220.205894 = -1825929.570880
  nChanged 107
		SP:Iteration 65Q (39032.990000 sec): 3 clusters
  Score: Raw -1829176.952122 + Penalty 3220.205894 = -1825956.746227
  nChanged 91
		SP:Iteration 66Q (39033.300000 sec): 3 clusters
  Score: Raw -1829200.516089 + Penalty 3220.205894 = -1825980.310195
  nChanged 92
		SP:Iteration 67Q (39033.580000 sec): 3 clusters
  Score: Raw -1829226.843764 + Penalty 3220.205894 = -1826006.637870
  nChanged 99
		SP:Iteration 68Q (39033.900000 sec): 3 clusters
  Score: Raw -1829255.999819 + Penalty 3220.205894 = -1826035.793925
  nChanged 95
		SP:Iteration 69Q (39034.200000 sec): 3 clusters
  Score: Raw -1829288.214511 + Penalty 3220.205894 = -1826068.008617
  nChanged 100
		SP:Iteration 70Q (39034.500000 sec): 3 clusters
  Score: Raw -1829327.640896 + Penalty 3220.205894 = -1826107.435001
  nChanged 103
		SP:Iteration 71Q (39034.760000 sec): 3 clusters
  Score: Raw -1829369.798884 + Penalty 3220.205894 = -1826149.592990
  nChanged 99
		SP:Iteration 72Q (39035.070000 sec): 3 clusters
  Score: Raw -1829407.823708 + Penalty 3220.205894 = -1826187.617813
  nChanged 102
		SP:Iteration 73Q (39035.340000 sec): 3 clusters
  Score: Raw -1829441.778673 + Penalty 3220.205894 = -1826221.572779
  nChanged 93
		SP:Iteration 74Q (39035.560000 sec): 3 clusters
  Score: Raw -1829469.566267 + Penalty 3220.205894 = -1826249.360372
  nChanged 77
		SP:Iteration 75Q (39035.820000 sec): 3 clusters
  Score: Raw -1829492.070290 + Penalty 3220.205894 = -1826271.864396
  nChanged 68
		SP:Iteration 76Q (39036.110000 sec): 3 clusters
  Score: Raw -1829516.199543 + Penalty 3220.205894 = -1826295.993649
  nChanged 60
		SP:Iteration 77Q (39036.390000 sec): 3 clusters
  Score: Raw -1829536.853663 + Penalty 3220.205894 = -1826316.647768
  nChanged 52
		SP:Iteration 78Q (39036.690000 sec): 3 clusters
  Score: Raw -1829551.068162 + Penalty 3220.205894 = -1826330.862268
  nChanged 42
		SP:Iteration 79Q (39036.950000 sec): 3 clusters
  Score: Raw -1829563.035202 + Penalty 3220.205894 = -1826342.829308
  nChanged 41
		SP:Iteration 80F (39037.200000 sec): 3 clusters
  Score: Raw -1829575.703323 + Penalty 3220.205894 = -1826355.497429
  nChanged 35
		SP:Iteration 81Q (39037.490000 sec): 3 clusters
  Score: Raw -1829585.856917 + Penalty 3220.205894 = -1826365.651023
  nChanged 38
		SP:Iteration 82Q (39037.800000 sec): 3 clusters
  Score: Raw -1829596.459988 + Penalty 3220.205894 = -1826376.254093
  nChanged 31
		SP:Iteration 83Q (39038.060000 sec): 3 clusters
  Score: Raw -1829605.511475 + Penalty 3220.205894 = -1826385.305581
  nChanged 34
		SP:Iteration 84Q (39038.350000 sec): 3 clusters
  Score: Raw -1829614.672078 + Penalty 3220.205894 = -1826394.466183
  nChanged 22
		SP:Iteration 85Q (39038.680000 sec): 3 clusters
  Score: Raw -1829618.969551 + Penalty 3220.205894 = -1826398.763657
  nChanged 13
		SP:Iteration 86Q (39038.950000 sec): 3 clusters
  Score: Raw -1829622.934500 + Penalty 3220.205894 = -1826402.728606
  nChanged 20
		SP:Iteration 87Q (39039.230000 sec): 3 clusters
  Score: Raw -1829627.210152 + Penalty 3220.205894 = -1826407.004257
  nChanged 23
		SP:Iteration 88Q (39039.480000 sec): 3 clusters
  Score: Raw -1829632.640972 + Penalty 3220.205894 = -1826412.435078
  nChanged 23
		SP:Iteration 89Q (39039.740000 sec): 3 clusters
  Score: Raw -1829638.614063 + Penalty 3220.205894 = -1826418.408168
  nChanged 25
		SP:Iteration 90Q (39039.990000 sec): 3 clusters
  Score: Raw -1829643.676069 + Penalty 3220.205894 = -1826423.470174
  nChanged 10
		SP:Iteration 91Q (39040.220000 sec): 3 clusters
  Score: Raw -1829646.405877 + Penalty 3220.205894 = -1826426.199982
  nChanged 10
		SP:Iteration 92Q (39040.560000 sec): 3 clusters
  Score: Raw -1829648.885817 + Penalty 3220.205894 = -1826428.679923
  nChanged 10
		SP:Iteration 93Q (39040.880000 sec): 3 clusters
  Score: Raw -1829651.012625 + Penalty 3220.205894 = -1826430.806730
  nChanged 7
		SP:Iteration 94Q (39041.110000 sec): 3 clusters
  Score: Raw -1829652.460346 + Penalty 3220.205894 = -1826432.254452
  nChanged 9
		SP:Iteration 95Q (39041.390000 sec): 3 clusters
  Score: Raw -1829653.606600 + Penalty 3220.205894 = -1826433.400705
  nChanged 6
		SP:Iteration 96Q (39041.700000 sec): 3 clusters
  Score: Raw -1829654.995115 + Penalty 3220.205894 = -1826434.789221
  nChanged 2
		SP:Iteration 97Q (39041.950000 sec): 3 clusters
  Score: Raw -1829655.307806 + Penalty 3220.205894 = -1826435.101911
  nChanged 1
		SP:Iteration 98Q (39042.210000 sec): 3 clusters
  Score: Raw -1829655.578228 + Penalty 3220.205894 = -1826435.372334
  nChanged 2
		SP:Iteration 99Q (39042.520000 sec): 3 clusters
  Score: Raw -1829656.227653 + Penalty 3220.205894 = -1826436.021759
  nChanged 2
		SP:Iteration 100F (39042.830000 sec): 3 clusters
  Score: Raw -1829656.793179 + Penalty 3220.205894 = -1826436.587285
  nChanged 1
		SP:Iteration 101Q (39043.150000 sec): 3 clusters
  Score: Raw -1829657.274537 + Penalty 3220.205894 = -1826437.068643
  nChanged 6
		SP:Iteration 102Q (39043.480000 sec): 3 clusters
  Score: Raw -1829659.399494 + Penalty 3220.205894 = -1826439.193600
  nChanged 7
		SP:Iteration 103Q (39043.750000 sec): 3 clusters
  Score: Raw -1829661.693843 + Penalty 3220.205894 = -1826441.487949
  nChanged 6
		SP:Iteration 104Q (39044.080000 sec): 3 clusters
  Score: Raw -1829663.246944 + Penalty 3220.205894 = -1826443.041049
  nChanged 8
		SP:Iteration 105Q (39044.350000 sec): 3 clusters
  Score: Raw -1829665.805323 + Penalty 3220.205894 = -1826445.599429
  nChanged 13
		SP:Iteration 106Q (39044.610000 sec): 3 clusters
  Score: Raw -1829668.730601 + Penalty 3220.205894 = -1826448.524706
  nChanged 16
		SP:Iteration 107Q (39044.940000 sec): 3 clusters
  Score: Raw -1829672.576669 + Penalty 3220.205894 = -1826452.370775
  nChanged 15
		SP:Iteration 108Q (39045.230000 sec): 3 clusters
  Score: Raw -1829675.471620 + Penalty 3220.205894 = -1826455.265725
  nChanged 10
		SP:Iteration 109Q (39045.550000 sec): 3 clusters
  Score: Raw -1829677.462792 + Penalty 3220.205894 = -1826457.256898
  nChanged 4
		SP:Iteration 110Q (39045.810000 sec): 3 clusters
  Score: Raw -1829678.487086 + Penalty 3220.205894 = -1826458.281191
  nChanged 4
		SP:Iteration 111Q (39046.130000 sec): 3 clusters
  Score: Raw -1829679.133550 + Penalty 3220.205894 = -1826458.927655
  nChanged 3
		SP:Iteration 112Q (39046.430000 sec): 3 clusters
  Score: Raw -1829679.747726 + Penalty 3220.205894 = -1826459.541831
  nChanged 5
		SP:Iteration 113Q (39046.740000 sec): 3 clusters
  Score: Raw -1829682.017831 + Penalty 3220.205894 = -1826461.811936
  nChanged 9
		SP:Iteration 114Q (39047.100000 sec): 3 clusters
  Score: Raw -1829684.823080 + Penalty 3220.205894 = -1826464.617185
  nChanged 8
		SP:Iteration 115Q (39047.360000 sec): 3 clusters
  Score: Raw -1829686.919964 + Penalty 3220.205894 = -1826466.714069
  nChanged 3
		SP:Iteration 116Q (39047.660000 sec): 3 clusters
  Score: Raw -1829687.672321 + Penalty 3220.205894 = -1826467.466427
  nChanged 4
		SP:Iteration 117Q (39047.900000 sec): 3 clusters
  Score: Raw -1829688.929762 + Penalty 3220.205894 = -1826468.723868
  nChanged 7
		SP:Iteration 118Q (39048.200000 sec): 3 clusters
  Score: Raw -1829691.416554 + Penalty 3220.205894 = -1826471.210659
  nChanged 9
		SP:Iteration 119Q (39048.460000 sec): 3 clusters
  Score: Raw -1829695.716822 + Penalty 3220.205894 = -1826475.510928
  nChanged 11
		SP:Iteration 120F (39048.780000 sec): 3 clusters
  Score: Raw -1829698.823525 + Penalty 3220.205894 = -1826478.617630
  nChanged 7
		SP:Iteration 121Q (39049.120000 sec): 3 clusters
  Score: Raw -1829701.301319 + Penalty 3220.205894 = -1826481.095425
  nChanged 10
		SP:Iteration 122Q (39049.380000 sec): 3 clusters
  Score: Raw -1829703.964192 + Penalty 3220.205894 = -1826483.758298
  nChanged 7
		SP:Iteration 123Q (39049.660000 sec): 3 clusters
  Score: Raw -1829705.063173 + Penalty 3220.205894 = -1826484.857279
  nChanged 4
		SP:Iteration 124Q (39049.900000 sec): 3 clusters
  Score: Raw -1829705.761231 + Penalty 3220.205894 = -1826485.555336
  nChanged 2
		SP:Iteration 125Q (39050.160000 sec): 3 clusters
  Score: Raw -1829707.034947 + Penalty 3220.205894 = -1826486.829053
  nChanged 5
		SP:Iteration 126Q (39050.420000 sec): 3 clusters
  Score: Raw -1829708.474310 + Penalty 3220.205894 = -1826488.268416
  nChanged 6
		SP:Iteration 127Q (39050.710000 sec): 3 clusters
  Score: Raw -1829709.984565 + Penalty 3220.205894 = -1826489.778670
  nChanged 6
		SP:Iteration 128Q (39051.010000 sec): 3 clusters
  Score: Raw -1829712.177948 + Penalty 3220.205894 = -1826491.972054
  nChanged 5
		SP:Iteration 129Q (39051.270000 sec): 3 clusters
  Score: Raw -1829713.113071 + Penalty 3220.205894 = -1826492.907176
  nChanged 7
		SP:Iteration 130Q (39051.570000 sec): 3 clusters
  Score: Raw -1829714.375899 + Penalty 3220.205894 = -1826494.170005
  nChanged 5
		SP:Iteration 131Q (39051.860000 sec): 3 clusters
  Score: Raw -1829715.654835 + Penalty 3220.205894 = -1826495.448941
  nChanged 4
		SP:Iteration 132Q (39052.160000 sec): 3 clusters
  Score: Raw -1829717.408487 + Penalty 3220.205894 = -1826497.202592
  nChanged 6
		SP:Iteration 133Q (39052.430000 sec): 3 clusters
  Score: Raw -1829718.802208 + Penalty 3220.205894 = -1826498.596314
  nChanged 3
		SP:Iteration 134Q (39052.780000 sec): 3 clusters
  Score: Raw -1829719.293707 + Penalty 3220.205894 = -1826499.087812
  nChanged 3
		SP:Iteration 135Q (39053.060000 sec): 3 clusters
  Score: Raw -1829719.802275 + Penalty 3220.205894 = -1826499.596381
  nChanged 3
		SP:Iteration 136Q (39053.320000 sec): 3 clusters
  Score: Raw -1829720.503720 + Penalty 3220.205894 = -1826500.297826
  nChanged 2
		SP:Iteration 137Q (39053.580000 sec): 3 clusters
  Score: Raw -1829721.019960 + Penalty 3220.205894 = -1826500.814065
  nChanged 3
		SP:Iteration 138Q (39053.870000 sec): 3 clusters
  Score: Raw -1829721.438980 + Penalty 3220.205894 = -1826501.233085
  nChanged 1
		SP:Iteration 139Q (39054.230000 sec): 3 clusters
  Score: Raw -1829721.587038 + Penalty 3220.205894 = -1826501.381143
  nChanged 0
		SP:Iteration 140F (39054.580000 sec): 3 clusters
  Score: Raw -1829721.587038 + Penalty 3220.205894 = -1826501.381143
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (18965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39054.740000 sec): 2 clusters
  Score: Raw -1806185.166966 + Penalty 1600.681949 = -1804584.485017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39055.070000 sec): 3 clusters
  Score: Raw -1794829.202430 + Penalty 3201.363898 = -1791627.838532
  nChanged 8497
		SP:Iteration 1F (39055.370000 sec): 3 clusters
  Score: Raw -1799709.142790 + Penalty 3201.363898 = -1796507.778893
  nChanged 1216
		SP:Iteration 2F (39055.670000 sec): 3 clusters
  Score: Raw -1800249.894375 + Penalty 3201.363898 = -1797048.530478
  nChanged 1060
		SP:Iteration 3F (39055.990000 sec): 3 clusters
  Score: Raw -1800765.180229 + Penalty 3201.363898 = -1797563.816331
  nChanged 1024
		SP:Iteration 4F (39056.190000 sec): 3 clusters
  Score: Raw -1801327.500842 + Penalty 3201.363898 = -1798126.136945
  nChanged 1009
		SP:Iteration 5F (39056.480000 sec): 3 clusters
  Score: Raw -1801972.077254 + Penalty 3201.363898 = -1798770.713357
  nChanged 1083
		SP:Iteration 6F (39056.740000 sec): 3 clusters
  Score: Raw -1802774.591920 + Penalty 3201.363898 = -1799573.228022
  nChanged 1102
		SP:Iteration 7F (39057.130000 sec): 3 clusters
  Score: Raw -1803622.609985 + Penalty 3201.363898 = -1800421.246088
  nChanged 1053
		SP:Iteration 8F (39057.420000 sec): 3 clusters
  Score: Raw -1804398.068467 + Penalty 3201.363898 = -1801196.704569
  nChanged 883
		SP:Iteration 9Q (39057.750000 sec): 3 clusters
  Score: Raw -1805024.377433 + Penalty 3201.363898 = -1801823.013536
  nChanged 733
		SP:Iteration 10Q (39058.070000 sec): 3 clusters
  Score: Raw -1805504.893211 + Penalty 3201.363898 = -1802303.529313
  nChanged 644
		SP:Iteration 11Q (39058.370000 sec): 3 clusters
  Score: Raw -1805923.387101 + Penalty 3201.363898 = -1802722.023204
  nChanged 564
		SP:Iteration 12Q (39058.770000 sec): 3 clusters
  Score: Raw -1806310.225881 + Penalty 3201.363898 = -1803108.861983
  nChanged 470
		SP:Iteration 13Q (39059.080000 sec): 3 clusters
  Score: Raw -1806695.236196 + Penalty 3201.363898 = -1803493.872299
  nChanged 399
		SP:Iteration 14Q (39059.390000 sec): 3 clusters
  Score: Raw -1807053.552805 + Penalty 3201.363898 = -1803852.188907
  nChanged 360
		SP:Iteration 15Q (39059.660000 sec): 3 clusters
  Score: Raw -1807449.633265 + Penalty 3201.363898 = -1804248.269367
  nChanged 350
		SP:Iteration 16Q (39059.970000 sec): 3 clusters
  Score: Raw -1807780.861837 + Penalty 3201.363898 = -1804579.497940
  nChanged 277
		SP:Iteration 17Q (39060.280000 sec): 3 clusters
  Score: Raw -1807972.471158 + Penalty 3201.363898 = -1804771.107260
  nChanged 241
		SP:Iteration 18Q (39060.560000 sec): 3 clusters
  Score: Raw -1808106.962137 + Penalty 3201.363898 = -1804905.598239
  nChanged 168
		SP:Iteration 19Q (39060.880000 sec): 3 clusters
  Score: Raw -1808172.166113 + Penalty 3201.363898 = -1804970.802215
  nChanged 120
		SP:Iteration 20F (39061.190000 sec): 3 clusters
  Score: Raw -1808216.226984 + Penalty 3201.363898 = -1805014.863087
  nChanged 90
		SP:Iteration 21Q (39061.520000 sec): 3 clusters
  Score: Raw -1808246.051261 + Penalty 3201.363898 = -1805044.687363
  nChanged 89
		SP:Iteration 22Q (39061.810000 sec): 3 clusters
  Score: Raw -1808274.685717 + Penalty 3201.363898 = -1805073.321820
  nChanged 82
		SP:Iteration 23Q (39062.120000 sec): 3 clusters
  Score: Raw -1808295.382262 + Penalty 3201.363898 = -1805094.018365
  nChanged 55
		SP:Iteration 24Q (39062.400000 sec): 3 clusters
  Score: Raw -1808310.287976 + Penalty 3201.363898 = -1805108.924078
  nChanged 56
		SP:Iteration 25Q (39062.750000 sec): 3 clusters
  Score: Raw -1808325.337911 + Penalty 3201.363898 = -1805123.974014
  nChanged 54
		SP:Iteration 26Q (39063.070000 sec): 3 clusters
  Score: Raw -1808341.501650 + Penalty 3201.363898 = -1805140.137753
  nChanged 50
		SP:Iteration 27Q (39063.350000 sec): 3 clusters
  Score: Raw -1808353.551477 + Penalty 3201.363898 = -1805152.187579
  nChanged 41
		SP:Iteration 28Q (39063.600000 sec): 3 clusters
  Score: Raw -1808365.145459 + Penalty 3201.363898 = -1805163.781562
  nChanged 45
		SP:Iteration 29Q (39063.920000 sec): 3 clusters
  Score: Raw -1808377.961537 + Penalty 3201.363898 = -1805176.597640
  nChanged 39
		SP:Iteration 30Q (39064.280000 sec): 3 clusters
  Score: Raw -1808388.592723 + Penalty 3201.363898 = -1805187.228825
  nChanged 38
		SP:Iteration 31Q (39064.580000 sec): 3 clusters
  Score: Raw -1808399.536611 + Penalty 3201.363898 = -1805198.172713
  nChanged 38
		SP:Iteration 32Q (39064.810000 sec): 3 clusters
  Score: Raw -1808412.649709 + Penalty 3201.363898 = -1805211.285811
  nChanged 43
		SP:Iteration 33Q (39065.110000 sec): 3 clusters
  Score: Raw -1808429.565688 + Penalty 3201.363898 = -1805228.201790
  nChanged 51
		SP:Iteration 34Q (39065.460000 sec): 3 clusters
  Score: Raw -1808445.533441 + Penalty 3201.363898 = -1805244.169543
  nChanged 33
		SP:Iteration 35Q (39065.670000 sec): 3 clusters
  Score: Raw -1808452.515425 + Penalty 3201.363898 = -1805251.151528
  nChanged 22
		SP:Iteration 36Q (39065.980000 sec): 3 clusters
  Score: Raw -1808456.267129 + Penalty 3201.363898 = -1805254.903231
  nChanged 18
		SP:Iteration 37Q (39066.290000 sec): 3 clusters
  Score: Raw -1808459.822538 + Penalty 3201.363898 = -1805258.458641
  nChanged 21
		SP:Iteration 38Q (39066.580000 sec): 3 clusters
  Score: Raw -1808463.464040 + Penalty 3201.363898 = -1805262.100143
  nChanged 17
		SP:Iteration 39Q (39066.840000 sec): 3 clusters
  Score: Raw -1808465.966440 + Penalty 3201.363898 = -1805264.602542
  nChanged 10
		SP:Iteration 40F (39067.160000 sec): 3 clusters
  Score: Raw -1808467.752588 + Penalty 3201.363898 = -1805266.388690
  nChanged 11
		SP:Iteration 41Q (39067.430000 sec): 3 clusters
  Score: Raw -1808469.594362 + Penalty 3201.363898 = -1805268.230465
  nChanged 12
		SP:Iteration 42Q (39067.670000 sec): 3 clusters
  Score: Raw -1808471.901270 + Penalty 3201.363898 = -1805270.537373
  nChanged 10
		SP:Iteration 43Q (39067.950000 sec): 3 clusters
  Score: Raw -1808473.753993 + Penalty 3201.363898 = -1805272.390095
  nChanged 7
		SP:Iteration 44Q (39068.200000 sec): 3 clusters
  Score: Raw -1808474.432248 + Penalty 3201.363898 = -1805273.068350
  nChanged 2
		SP:Iteration 45Q (39068.460000 sec): 3 clusters
  Score: Raw -1808474.713077 + Penalty 3201.363898 = -1805273.349180
  nChanged 5
		SP:Iteration 46Q (39068.800000 sec): 3 clusters
  Score: Raw -1808475.461638 + Penalty 3201.363898 = -1805274.097741
  nChanged 7
		SP:Iteration 47Q (39069.100000 sec): 3 clusters
  Score: Raw -1808476.370980 + Penalty 3201.363898 = -1805275.007082
  nChanged 4
		SP:Iteration 48Q (39069.410000 sec): 3 clusters
  Score: Raw -1808476.887764 + Penalty 3201.363898 = -1805275.523866
  nChanged 1
		SP:Iteration 49Q (39069.720000 sec): 3 clusters
  Score: Raw -1808476.940244 + Penalty 3201.363898 = -1805275.576346
  nChanged 1
		SP:Iteration 50Q (39070.000000 sec): 3 clusters
  Score: Raw -1808477.064341 + Penalty 3201.363898 = -1805275.700443
  nChanged 0
		SP:Iteration 51F (39070.280000 sec): 3 clusters
  Score: Raw -1808477.064341 + Penalty 3201.363898 = -1805275.700443
  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 7.98 GB.

 Trying to split cluster 27 (6339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39070.450000 sec): 2 clusters
  Score: Raw -602144.052851 + Penalty 1422.602400 = -600721.450451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39070.670000 sec): 3 clusters
  Score: Raw -598761.516260 + Penalty 2845.204800 = -595916.311460
  nChanged 2622
		SP:Iteration 1F (39070.910000 sec): 3 clusters
  Score: Raw -600271.532056 + Penalty 2845.204800 = -597426.327256
  nChanged 484
		SP:Iteration 2F (39071.110000 sec): 3 clusters
  Score: Raw -600579.220411 + Penalty 2845.204800 = -597734.015612
  nChanged 414
		SP:Iteration 3F (39071.290000 sec): 3 clusters
  Score: Raw -600858.166962 + Penalty 2845.204800 = -598012.962163
  nChanged 364
		SP:Iteration 4F (39071.490000 sec): 3 clusters
  Score: Raw -601154.661379 + Penalty 2845.204800 = -598309.456579
  nChanged 388
		SP:Iteration 5F (39071.650000 sec): 3 clusters
  Score: Raw -601525.088058 + Penalty 2845.204800 = -598679.883259
  nChanged 374
		SP:Iteration 6F (39071.860000 sec): 3 clusters
  Score: Raw -601879.573042 + Penalty 2845.204800 = -599034.368243
  nChanged 356
		SP:Iteration 7F (39072.020000 sec): 3 clusters
  Score: Raw -602253.899735 + Penalty 2845.204800 = -599408.694935
  nChanged 326
		SP:Iteration 8F (39072.180000 sec): 3 clusters
  Score: Raw -602615.820838 + Penalty 2845.204800 = -599770.616038
  nChanged 299
		SP:Iteration 9Q (39072.350000 sec): 3 clusters
  Score: Raw -602903.655612 + Penalty 2845.204800 = -600058.450812
  nChanged 258
		SP:Iteration 10Q (39072.520000 sec): 3 clusters
  Score: Raw -603105.179107 + Penalty 2845.204800 = -600259.974307
  nChanged 218
		SP:Iteration 11Q (39072.750000 sec): 3 clusters
  Score: Raw -603249.323983 + Penalty 2845.204800 = -600404.119184
  nChanged 164
		SP:Iteration 12Q (39072.920000 sec): 3 clusters
  Score: Raw -603343.155463 + Penalty 2845.204800 = -600497.950663
  nChanged 129
		SP:Iteration 13Q (39073.090000 sec): 3 clusters
  Score: Raw -603404.421473 + Penalty 2845.204800 = -600559.216673
  nChanged 105
		SP:Iteration 14Q (39073.280000 sec): 3 clusters
  Score: Raw -603463.767747 + Penalty 2845.204800 = -600618.562947
  nChanged 95
		SP:Iteration 15Q (39073.440000 sec): 3 clusters
  Score: Raw -603514.334613 + Penalty 2845.204800 = -600669.129813
  nChanged 79
		SP:Iteration 16Q (39073.670000 sec): 3 clusters
  Score: Raw -603563.146590 + Penalty 2845.204800 = -600717.941791
  nChanged 79
		SP:Iteration 17Q (39073.900000 sec): 3 clusters
  Score: Raw -603611.189598 + Penalty 2845.204800 = -600765.984799
  nChanged 72
		SP:Iteration 18Q (39074.130000 sec): 3 clusters
  Score: Raw -603654.393641 + Penalty 2845.204800 = -600809.188841
  nChanged 64
		SP:Iteration 19Q (39074.340000 sec): 3 clusters
  Score: Raw -603692.937220 + Penalty 2845.204800 = -600847.732421
  nChanged 60
		SP:Iteration 20F (39074.570000 sec): 3 clusters
  Score: Raw -603721.619102 + Penalty 2845.204800 = -600876.414303
  nChanged 47
		SP:Iteration 21Q (39074.760000 sec): 3 clusters
  Score: Raw -603738.006028 + Penalty 2845.204800 = -600892.801229
  nChanged 44
		SP:Iteration 22Q (39074.990000 sec): 3 clusters
  Score: Raw -603752.762706 + Penalty 2845.204800 = -600907.557906
  nChanged 32
		SP:Iteration 23Q (39075.230000 sec): 3 clusters
  Score: Raw -603763.438058 + Penalty 2845.204800 = -600918.233259
  nChanged 20
		SP:Iteration 24Q (39075.450000 sec): 3 clusters
  Score: Raw -603769.558581 + Penalty 2845.204800 = -600924.353782
  nChanged 21
		SP:Iteration 25Q (39075.680000 sec): 3 clusters
  Score: Raw -603775.871981 + Penalty 2845.204800 = -600930.667182
  nChanged 19
		SP:Iteration 26Q (39075.960000 sec): 3 clusters
  Score: Raw -603780.777450 + Penalty 2845.204800 = -600935.572650
  nChanged 17
		SP:Iteration 27Q (39076.230000 sec): 3 clusters
  Score: Raw -603784.474664 + Penalty 2845.204800 = -600939.269864
  nChanged 11
		SP:Iteration 28Q (39076.430000 sec): 3 clusters
  Score: Raw -603786.512503 + Penalty 2845.204800 = -600941.307704
  nChanged 8
		SP:Iteration 29Q (39076.640000 sec): 3 clusters
  Score: Raw -603788.143823 + Penalty 2845.204800 = -600942.939023
  nChanged 8
		SP:Iteration 30Q (39076.780000 sec): 3 clusters
  Score: Raw -603790.221012 + Penalty 2845.204800 = -600945.016213
  nChanged 4
		SP:Iteration 31Q (39076.990000 sec): 3 clusters
  Score: Raw -603791.018268 + Penalty 2845.204800 = -600945.813468
  nChanged 8
		SP:Iteration 32Q (39077.250000 sec): 3 clusters
  Score: Raw -603793.009394 + Penalty 2845.204800 = -600947.804594
  nChanged 9
		SP:Iteration 33Q (39077.390000 sec): 3 clusters
  Score: Raw -603794.396527 + Penalty 2845.204800 = -600949.191727
  nChanged 6
		SP:Iteration 34Q (39077.570000 sec): 3 clusters
  Score: Raw -603795.871890 + Penalty 2845.204800 = -600950.667091
  nChanged 3
		SP:Iteration 35Q (39077.770000 sec): 3 clusters
  Score: Raw -603796.881130 + Penalty 2845.204800 = -600951.676331
  nChanged 3
		SP:Iteration 36Q (39077.960000 sec): 3 clusters
  Score: Raw -603797.890563 + Penalty 2845.204800 = -600952.685763
  nChanged 3
		SP:Iteration 37Q (39078.140000 sec): 3 clusters
  Score: Raw -603798.138961 + Penalty 2845.204800 = -600952.934161
  nChanged 3
		SP:Iteration 38Q (39078.350000 sec): 3 clusters
  Score: Raw -603798.510244 + Penalty 2845.204800 = -600953.305445
  nChanged 3
		SP:Iteration 39Q (39078.590000 sec): 3 clusters
  Score: Raw -603799.304955 + Penalty 2845.204800 = -600954.100156
  nChanged 2
		SP:Iteration 40F (39078.790000 sec): 3 clusters
  Score: Raw -603799.968076 + Penalty 2845.204800 = -600954.763276
  nChanged 4
		SP:Iteration 41Q (39079.030000 sec): 3 clusters
  Score: Raw -603800.382640 + Penalty 2845.204800 = -600955.177840
  nChanged 2
		SP:Iteration 42Q (39079.290000 sec): 3 clusters
  Score: Raw -603800.628119 + Penalty 2845.204800 = -600955.423320
  nChanged 1
		SP:Iteration 43Q (39079.450000 sec): 3 clusters
  Score: Raw -603800.712033 + Penalty 2845.204800 = -600955.507233
  nChanged 0
		SP:Iteration 44F (39079.640000 sec): 3 clusters
  Score: Raw -603800.712033 + Penalty 2845.204800 = -600955.507233
  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 7.98 GB.

 Trying to split cluster 28 (7791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39079.730000 sec): 2 clusters
  Score: Raw -826977.618948 + Penalty 1456.117731 = -825521.501217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39079.960000 sec): 3 clusters
  Score: Raw -822650.380653 + Penalty 2912.235463 = -819738.145190
  nChanged 3271
		SP:Iteration 1F (39080.150000 sec): 3 clusters
  Score: Raw -824374.253663 + Penalty 2912.235463 = -821462.018200
  nChanged 573
		SP:Iteration 2F (39080.390000 sec): 3 clusters
  Score: Raw -824642.638050 + Penalty 2912.235463 = -821730.402587
  nChanged 430
		SP:Iteration 3F (39080.650000 sec): 3 clusters
  Score: Raw -824847.278462 + Penalty 2912.235463 = -821935.042999
  nChanged 359
		SP:Iteration 4Q (39080.870000 sec): 3 clusters
  Score: Raw -825024.143892 + Penalty 2912.235463 = -822111.908430
  nChanged 342
		SP:Iteration 5Q (39081.080000 sec): 3 clusters
  Score: Raw -825195.350124 + Penalty 2912.235463 = -822283.114661
  nChanged 311
		SP:Iteration 6Q (39081.330000 sec): 3 clusters
  Score: Raw -825396.966829 + Penalty 2912.235463 = -822484.731366
  nChanged 354
		SP:Iteration 7Q (39081.590000 sec): 3 clusters
  Score: Raw -825653.543192 + Penalty 2912.235463 = -822741.307729
  nChanged 397
		SP:Iteration 8F (39081.810000 sec): 3 clusters
  Score: Raw -825974.341854 + Penalty 2912.235463 = -823062.106392
  nChanged 386
		SP:Iteration 9Q (39082.050000 sec): 3 clusters
  Score: Raw -826313.678195 + Penalty 2912.235463 = -823401.442732
  nChanged 411
		SP:Iteration 10F (39082.290000 sec): 3 clusters
  Score: Raw -826670.966380 + Penalty 2912.235463 = -823758.730917
  nChanged 361
		SP:Iteration 11Q (39082.460000 sec): 3 clusters
  Score: Raw -826935.951976 + Penalty 2912.235463 = -824023.716514
  nChanged 289
		SP:Iteration 12Q (39082.730000 sec): 3 clusters
  Score: Raw -827119.649671 + Penalty 2912.235463 = -824207.414209
  nChanged 266
		SP:Iteration 13Q (39083.000000 sec): 3 clusters
  Score: Raw -827272.715654 + Penalty 2912.235463 = -824360.480192
  nChanged 198
		SP:Iteration 14Q (39083.240000 sec): 3 clusters
  Score: Raw -827359.719103 + Penalty 2912.235463 = -824447.483640
  nChanged 122
		SP:Iteration 15Q (39083.510000 sec): 3 clusters
  Score: Raw -827417.993825 + Penalty 2912.235463 = -824505.758363
  nChanged 122
		SP:Iteration 16Q (39083.750000 sec): 3 clusters
  Score: Raw -827479.834085 + Penalty 2912.235463 = -824567.598622
  nChanged 114
		SP:Iteration 17Q (39083.990000 sec): 3 clusters
  Score: Raw -827533.385671 + Penalty 2912.235463 = -824621.150209
  nChanged 113
		SP:Iteration 18Q (39084.220000 sec): 3 clusters
  Score: Raw -827582.146257 + Penalty 2912.235463 = -824669.910795
  nChanged 90
		SP:Iteration 19Q (39084.470000 sec): 3 clusters
  Score: Raw -827617.299123 + Penalty 2912.235463 = -824705.063660
  nChanged 71
		SP:Iteration 20F (39084.730000 sec): 3 clusters
  Score: Raw -827642.084625 + Penalty 2912.235463 = -824729.849163
  nChanged 55
		SP:Iteration 21Q (39084.980000 sec): 3 clusters
  Score: Raw -827665.087364 + Penalty 2912.235463 = -824752.851901
  nChanged 65
		SP:Iteration 22Q (39085.170000 sec): 3 clusters
  Score: Raw -827691.659531 + Penalty 2912.235463 = -824779.424069
  nChanged 61
		SP:Iteration 23Q (39085.400000 sec): 3 clusters
  Score: Raw -827710.717414 + Penalty 2912.235463 = -824798.481951
  nChanged 51
		SP:Iteration 24Q (39085.630000 sec): 3 clusters
  Score: Raw -827730.829077 + Penalty 2912.235463 = -824818.593614
  nChanged 43
		SP:Iteration 25Q (39085.830000 sec): 3 clusters
  Score: Raw -827744.650587 + Penalty 2912.235463 = -824832.415125
  nChanged 42
		SP:Iteration 26Q (39086.070000 sec): 3 clusters
  Score: Raw -827759.577103 + Penalty 2912.235463 = -824847.341641
  nChanged 51
		SP:Iteration 27Q (39086.310000 sec): 3 clusters
  Score: Raw -827775.321038 + Penalty 2912.235463 = -824863.085575
  nChanged 41
		SP:Iteration 28Q (39086.540000 sec): 3 clusters
  Score: Raw -827785.938712 + Penalty 2912.235463 = -824873.703250
  nChanged 35
		SP:Iteration 29Q (39086.790000 sec): 3 clusters
  Score: Raw -827795.249214 + Penalty 2912.235463 = -824883.013751
  nChanged 39
		SP:Iteration 30Q (39086.980000 sec): 3 clusters
  Score: Raw -827805.564261 + Penalty 2912.235463 = -824893.328798
  nChanged 45
		SP:Iteration 31Q (39087.250000 sec): 3 clusters
  Score: Raw -827827.067038 + Penalty 2912.235463 = -824914.831576
  nChanged 69
		SP:Iteration 32Q (39087.430000 sec): 3 clusters
  Score: Raw -827854.957096 + Penalty 2912.235463 = -824942.721634
  nChanged 74
		SP:Iteration 33Q (39087.650000 sec): 3 clusters
  Score: Raw -827883.729340 + Penalty 2912.235463 = -824971.493877
  nChanged 73
		SP:Iteration 34Q (39087.920000 sec): 3 clusters
  Score: Raw -827909.806983 + Penalty 2912.235463 = -824997.571521
  nChanged 59
		SP:Iteration 35Q (39088.160000 sec): 3 clusters
  Score: Raw -827929.390071 + Penalty 2912.235463 = -825017.154608
  nChanged 61
		SP:Iteration 36Q (39088.430000 sec): 3 clusters
  Score: Raw -827950.588505 + Penalty 2912.235463 = -825038.353043
  nChanged 61
		SP:Iteration 37Q (39088.610000 sec): 3 clusters
  Score: Raw -827972.494735 + Penalty 2912.235463 = -825060.259273
  nChanged 71
		SP:Iteration 38Q (39088.900000 sec): 3 clusters
  Score: Raw -827997.781673 + Penalty 2912.235463 = -825085.546211
  nChanged 71
		SP:Iteration 39Q (39089.130000 sec): 3 clusters
  Score: Raw -828028.647596 + Penalty 2912.235463 = -825116.412133
  nChanged 81
		SP:Iteration 40F (39089.390000 sec): 3 clusters
  Score: Raw -828059.021458 + Penalty 2912.235463 = -825146.785995
  nChanged 71
		SP:Iteration 41Q (39089.620000 sec): 3 clusters
  Score: Raw -828094.367105 + Penalty 2912.235463 = -825182.131643
  nChanged 94
		SP:Iteration 42Q (39089.810000 sec): 3 clusters
  Score: Raw -828155.504612 + Penalty 2912.235463 = -825243.269150
  nChanged 111
		SP:Iteration 43Q (39090.020000 sec): 3 clusters
  Score: Raw -828245.626853 + Penalty 2912.235463 = -825333.391391
  nChanged 119
		SP:Iteration 44Q (39090.220000 sec): 3 clusters
  Score: Raw -828363.955126 + Penalty 2912.235463 = -825451.719663
  nChanged 112
		SP:Iteration 45Q (39090.430000 sec): 3 clusters
  Score: Raw -828479.533985 + Penalty 2912.235463 = -825567.298522
  nChanged 104
		SP:Iteration 46Q (39090.630000 sec): 3 clusters
  Score: Raw -828584.761923 + Penalty 2912.235463 = -825672.526460
  nChanged 77
		SP:Iteration 47Q (39090.840000 sec): 3 clusters
  Score: Raw -828639.932471 + Penalty 2912.235463 = -825727.697009
  nChanged 43
		SP:Iteration 48Q (39091.040000 sec): 3 clusters
  Score: Raw -828659.374826 + Penalty 2912.235463 = -825747.139363
  nChanged 30
		SP:Iteration 49Q (39091.290000 sec): 3 clusters
  Score: Raw -828668.585257 + Penalty 2912.235463 = -825756.349794
  nChanged 13
		SP:Iteration 50Q (39091.520000 sec): 3 clusters
  Score: Raw -828671.911333 + Penalty 2912.235463 = -825759.675870
  nChanged 8
		SP:Iteration 51Q (39091.710000 sec): 3 clusters
  Score: Raw -828673.751132 + Penalty 2912.235463 = -825761.515669
  nChanged 5
		SP:Iteration 52Q (39091.920000 sec): 3 clusters
  Score: Raw -828675.040334 + Penalty 2912.235463 = -825762.804872
  nChanged 6
		SP:Iteration 53Q (39092.170000 sec): 3 clusters
  Score: Raw -828675.885659 + Penalty 2912.235463 = -825763.650197
  nChanged 3
		SP:Iteration 54Q (39092.420000 sec): 3 clusters
  Score: Raw -828676.089502 + Penalty 2912.235463 = -825763.854040
  nChanged 1
		SP:Iteration 55Q (39092.630000 sec): 3 clusters
  Score: Raw -828676.161831 + Penalty 2912.235463 = -825763.926368
  nChanged 1
		SP:Iteration 56Q (39092.860000 sec): 3 clusters
  Score: Raw -828676.234139 + Penalty 2912.235463 = -825763.998677
  nChanged 0
		SP:Iteration 57F (39093.070000 sec): 3 clusters
  Score: Raw -828676.234139 + Penalty 2912.235463 = -825763.998677
  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 7.98 GB.

 Trying to split cluster 29 (3090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39093.160000 sec): 2 clusters
  Score: Raw -289783.813333 + Penalty 1305.838035 = -288477.975298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39093.370000 sec): 3 clusters
  Score: Raw -288324.904035 + Penalty 2611.676070 = -285713.227965
  nChanged 1150
		SP:Iteration 1F (39093.520000 sec): 3 clusters
  Score: Raw -288990.974470 + Penalty 2611.676070 = -286379.298400
  nChanged 253
		SP:Iteration 2F (39093.650000 sec): 3 clusters
  Score: Raw -289158.621614 + Penalty 2611.676070 = -286546.945544
  nChanged 176
		SP:Iteration 3F (39093.810000 sec): 3 clusters
  Score: Raw -289266.509694 + Penalty 2611.676070 = -286654.833623
  nChanged 145
		SP:Iteration 4Q (39094.090000 sec): 3 clusters
  Score: Raw -289358.415119 + Penalty 2611.676070 = -286746.739049
  nChanged 117
		SP:Iteration 5Q (39094.270000 sec): 3 clusters
  Score: Raw -289424.380836 + Penalty 2611.676070 = -286812.704766
  nChanged 95
		SP:Iteration 6Q (39094.500000 sec): 3 clusters
  Score: Raw -289473.596358 + Penalty 2611.676070 = -286861.920288
  nChanged 68
		SP:Iteration 7Q (39094.690000 sec): 3 clusters
  Score: Raw -289508.286262 + Penalty 2611.676070 = -286896.610192
  nChanged 66
		SP:Iteration 8Q (39094.850000 sec): 3 clusters
  Score: Raw -289542.234557 + Penalty 2611.676070 = -286930.558487
  nChanged 62
		SP:Iteration 9Q (39095.070000 sec): 3 clusters
  Score: Raw -289570.784455 + Penalty 2611.676070 = -286959.108385
  nChanged 54
		SP:Iteration 10Q (39095.280000 sec): 3 clusters
  Score: Raw -289597.949988 + Penalty 2611.676070 = -286986.273918
  nChanged 57
		SP:Iteration 11Q (39095.450000 sec): 3 clusters
  Score: Raw -289625.173388 + Penalty 2611.676070 = -287013.497317
  nChanged 45
		SP:Iteration 12Q (39095.670000 sec): 3 clusters
  Score: Raw -289647.668276 + Penalty 2611.676070 = -287035.992206
  nChanged 48
		SP:Iteration 13Q (39095.810000 sec): 3 clusters
  Score: Raw -289679.663147 + Penalty 2611.676070 = -287067.987077
  nChanged 61
		SP:Iteration 14Q (39095.980000 sec): 3 clusters
  Score: Raw -289712.889238 + Penalty 2611.676070 = -287101.213168
  nChanged 60
		SP:Iteration 15Q (39096.160000 sec): 3 clusters
  Score: Raw -289749.335471 + Penalty 2611.676070 = -287137.659401
  nChanged 59
		SP:Iteration 16Q (39096.320000 sec): 3 clusters
  Score: Raw -289783.717821 + Penalty 2611.676070 = -287172.041751
  nChanged 59
		SP:Iteration 17Q (39096.500000 sec): 3 clusters
  Score: Raw -289816.555707 + Penalty 2611.676070 = -287204.879636
  nChanged 51
		SP:Iteration 18Q (39096.660000 sec): 3 clusters
  Score: Raw -289843.515541 + Penalty 2611.676070 = -287231.839470
  nChanged 46
		SP:Iteration 19Q (39096.780000 sec): 3 clusters
  Score: Raw -289868.209004 + Penalty 2611.676070 = -287256.532934
  nChanged 41
		SP:Iteration 20F (39096.980000 sec): 3 clusters
  Score: Raw -289891.517380 + Penalty 2611.676070 = -287279.841310
  nChanged 45
		SP:Iteration 21Q (39097.240000 sec): 3 clusters
  Score: Raw -289917.427934 + Penalty 2611.676070 = -287305.751864
  nChanged 46
		SP:Iteration 22Q (39097.390000 sec): 3 clusters
  Score: Raw -289946.274870 + Penalty 2611.676070 = -287334.598799
  nChanged 48
		SP:Iteration 23Q (39097.610000 sec): 3 clusters
  Score: Raw -289976.866598 + Penalty 2611.676070 = -287365.190528
  nChanged 55
		SP:Iteration 24Q (39097.730000 sec): 3 clusters
  Score: Raw -290015.768756 + Penalty 2611.676070 = -287404.092686
  nChanged 48
		SP:Iteration 25Q (39097.910000 sec): 3 clusters
  Score: Raw -290048.043136 + Penalty 2611.676070 = -287436.367065
  nChanged 48
		SP:Iteration 26Q (39098.080000 sec): 3 clusters
  Score: Raw -290081.055725 + Penalty 2611.676070 = -287469.379654
  nChanged 44
		SP:Iteration 27Q (39098.260000 sec): 3 clusters
  Score: Raw -290110.829097 + Penalty 2611.676070 = -287499.153026
  nChanged 44
		SP:Iteration 28Q (39098.400000 sec): 3 clusters
  Score: Raw -290142.293439 + Penalty 2611.676070 = -287530.617369
  nChanged 38
		SP:Iteration 29Q (39098.560000 sec): 3 clusters
  Score: Raw -290166.438495 + Penalty 2611.676070 = -287554.762425
  nChanged 29
		SP:Iteration 30Q (39098.700000 sec): 3 clusters
  Score: Raw -290181.438992 + Penalty 2611.676070 = -287569.762922
  nChanged 26
		SP:Iteration 31Q (39098.840000 sec): 3 clusters
  Score: Raw -290197.074124 + Penalty 2611.676070 = -287585.398054
  nChanged 22
		SP:Iteration 32Q (39099.000000 sec): 3 clusters
  Score: Raw -290206.142386 + Penalty 2611.676070 = -287594.466316
  nChanged 13
		SP:Iteration 33Q (39099.200000 sec): 3 clusters
  Score: Raw -290210.975340 + Penalty 2611.676070 = -287599.299270
  nChanged 9
		SP:Iteration 34Q (39099.340000 sec): 3 clusters
  Score: Raw -290214.948303 + Penalty 2611.676070 = -287603.272232
  nChanged 9
		SP:Iteration 35Q (39099.500000 sec): 3 clusters
  Score: Raw -290219.551675 + Penalty 2611.676070 = -287607.875605
  nChanged 6
		SP:Iteration 36Q (39099.620000 sec): 3 clusters
  Score: Raw -290221.116607 + Penalty 2611.676070 = -287609.440537
  nChanged 2
		SP:Iteration 37Q (39099.760000 sec): 3 clusters
  Score: Raw -290221.713137 + Penalty 2611.676070 = -287610.037067
  nChanged 3
		SP:Iteration 38Q (39099.900000 sec): 3 clusters
  Score: Raw -290222.255612 + Penalty 2611.676070 = -287610.579542
  nChanged 0
		SP:Iteration 39F (39100.040000 sec): 3 clusters
  Score: Raw -290222.255612 + Penalty 2611.676070 = -287610.579542
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (5803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39100.180000 sec): 2 clusters
  Score: Raw -550474.098428 + Penalty 1408.246174 = -549065.852253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39100.420000 sec): 3 clusters
  Score: Raw -547334.505851 + Penalty 2816.492349 = -544518.013502
  nChanged 2430
		SP:Iteration 1F (39100.630000 sec): 3 clusters
  Score: Raw -548696.111062 + Penalty 2816.492349 = -545879.618713
  nChanged 421
		SP:Iteration 2F (39100.890000 sec): 3 clusters
  Score: Raw -548917.602795 + Penalty 2816.492349 = -546101.110447
  nChanged 325
		SP:Iteration 3F (39101.080000 sec): 3 clusters
  Score: Raw -549108.768738 + Penalty 2816.492349 = -546292.276389
  nChanged 266
		SP:Iteration 4Q (39101.290000 sec): 3 clusters
  Score: Raw -549266.476043 + Penalty 2816.492349 = -546449.983695
  nChanged 242
		SP:Iteration 5Q (39101.480000 sec): 3 clusters
  Score: Raw -549420.613990 + Penalty 2816.492349 = -546604.121641
  nChanged 274
		SP:Iteration 6Q (39101.730000 sec): 3 clusters
  Score: Raw -549609.064738 + Penalty 2816.492349 = -546792.572389
  nChanged 299
		SP:Iteration 7F (39101.980000 sec): 3 clusters
  Score: Raw -549777.166054 + Penalty 2816.492349 = -546960.673705
  nChanged 257
		SP:Iteration 8Q (39102.190000 sec): 3 clusters
  Score: Raw -549910.435031 + Penalty 2816.492349 = -547093.942682
  nChanged 237
		SP:Iteration 9Q (39102.400000 sec): 3 clusters
  Score: Raw -550059.328548 + Penalty 2816.492349 = -547242.836199
  nChanged 237
		SP:Iteration 10Q (39102.630000 sec): 3 clusters
  Score: Raw -550204.554051 + Penalty 2816.492349 = -547388.061702
  nChanged 222
		SP:Iteration 11Q (39102.820000 sec): 3 clusters
  Score: Raw -550355.872477 + Penalty 2816.492349 = -547539.380128
  nChanged 198
		SP:Iteration 12Q (39103.040000 sec): 3 clusters
  Score: Raw -550484.044952 + Penalty 2816.492349 = -547667.552603
  nChanged 174
		SP:Iteration 13Q (39103.290000 sec): 3 clusters
  Score: Raw -550596.787504 + Penalty 2816.492349 = -547780.295155
  nChanged 126
		SP:Iteration 14Q (39103.470000 sec): 3 clusters
  Score: Raw -550677.070636 + Penalty 2816.492349 = -547860.578288
  nChanged 97
		SP:Iteration 15Q (39103.700000 sec): 3 clusters
  Score: Raw -550730.529114 + Penalty 2816.492349 = -547914.036765
  nChanged 81
		SP:Iteration 16Q (39103.930000 sec): 3 clusters
  Score: Raw -550774.948477 + Penalty 2816.492349 = -547958.456128
  nChanged 60
		SP:Iteration 17Q (39104.130000 sec): 3 clusters
  Score: Raw -550815.478165 + Penalty 2816.492349 = -547998.985816
  nChanged 51
		SP:Iteration 18Q (39104.370000 sec): 3 clusters
  Score: Raw -550853.709986 + Penalty 2816.492349 = -548037.217637
  nChanged 42
		SP:Iteration 19Q (39104.570000 sec): 3 clusters
  Score: Raw -550886.476298 + Penalty 2816.492349 = -548069.983950
  nChanged 37
		SP:Iteration 20F (39104.760000 sec): 3 clusters
  Score: Raw -550908.919230 + Penalty 2816.492349 = -548092.426881
  nChanged 31
		SP:Iteration 21Q (39105.020000 sec): 3 clusters
  Score: Raw -550926.835883 + Penalty 2816.492349 = -548110.343534
  nChanged 20
		SP:Iteration 22Q (39105.200000 sec): 3 clusters
  Score: Raw -550939.484123 + Penalty 2816.492349 = -548122.991774
  nChanged 22
		SP:Iteration 23Q (39105.390000 sec): 3 clusters
  Score: Raw -550956.025283 + Penalty 2816.492349 = -548139.532934
  nChanged 19
		SP:Iteration 24Q (39105.560000 sec): 3 clusters
  Score: Raw -550964.635930 + Penalty 2816.492349 = -548148.143581
  nChanged 13
		SP:Iteration 25Q (39105.780000 sec): 3 clusters
  Score: Raw -550973.519661 + Penalty 2816.492349 = -548157.027312
  nChanged 15
		SP:Iteration 26Q (39105.990000 sec): 3 clusters
  Score: Raw -550982.326122 + Penalty 2816.492349 = -548165.833773
  nChanged 11
		SP:Iteration 27Q (39106.190000 sec): 3 clusters
  Score: Raw -550990.882253 + Penalty 2816.492349 = -548174.389904
  nChanged 11
		SP:Iteration 28Q (39106.350000 sec): 3 clusters
  Score: Raw -550997.608725 + Penalty 2816.492349 = -548181.116376
  nChanged 11
		SP:Iteration 29Q (39106.550000 sec): 3 clusters
  Score: Raw -551003.723599 + Penalty 2816.492349 = -548187.231250
  nChanged 9
		SP:Iteration 30Q (39106.780000 sec): 3 clusters
  Score: Raw -551010.917183 + Penalty 2816.492349 = -548194.424835
  nChanged 6
		SP:Iteration 31Q (39106.980000 sec): 3 clusters
  Score: Raw -551014.628056 + Penalty 2816.492349 = -548198.135707
  nChanged 6
		SP:Iteration 32Q (39107.170000 sec): 3 clusters
  Score: Raw -551018.246532 + Penalty 2816.492349 = -548201.754183
  nChanged 5
		SP:Iteration 33Q (39107.370000 sec): 3 clusters
  Score: Raw -551021.546645 + Penalty 2816.492349 = -548205.054296
  nChanged 3
		SP:Iteration 34Q (39107.540000 sec): 3 clusters
  Score: Raw -551023.028411 + Penalty 2816.492349 = -548206.536062
  nChanged 4
		SP:Iteration 35Q (39107.730000 sec): 3 clusters
  Score: Raw -551025.773410 + Penalty 2816.492349 = -548209.281061
  nChanged 7
		SP:Iteration 36Q (39107.910000 sec): 3 clusters
  Score: Raw -551031.563185 + Penalty 2816.492349 = -548215.070836
  nChanged 10
		SP:Iteration 37Q (39108.090000 sec): 3 clusters
  Score: Raw -551037.276373 + Penalty 2816.492349 = -548220.784024
  nChanged 5
		SP:Iteration 38Q (39108.330000 sec): 3 clusters
  Score: Raw -551040.759657 + Penalty 2816.492349 = -548224.267309
  nChanged 8
		SP:Iteration 39Q (39108.510000 sec): 3 clusters
  Score: Raw -551047.632984 + Penalty 2816.492349 = -548231.140635
  nChanged 8
		SP:Iteration 40F (39108.710000 sec): 3 clusters
  Score: Raw -551054.514057 + Penalty 2816.492349 = -548238.021708
  nChanged 5
		SP:Iteration 41Q (39108.960000 sec): 3 clusters
  Score: Raw -551058.775871 + Penalty 2816.492349 = -548242.283522
  nChanged 1
		SP:Iteration 42Q (39109.180000 sec): 3 clusters
  Score: Raw -551060.158836 + Penalty 2816.492349 = -548243.666487
  nChanged 3
		SP:Iteration 43Q (39109.340000 sec): 3 clusters
  Score: Raw -551063.778213 + Penalty 2816.492349 = -548247.285864
  nChanged 4
		SP:Iteration 44Q (39109.530000 sec): 3 clusters
  Score: Raw -551068.750174 + Penalty 2816.492349 = -548252.257825
  nChanged 6
		SP:Iteration 45Q (39109.730000 sec): 3 clusters
  Score: Raw -551072.059588 + Penalty 2816.492349 = -548255.567239
  nChanged 0
		SP:Iteration 46F (39109.970000 sec): 3 clusters
  Score: Raw -551072.059588 + Penalty 2816.492349 = -548255.567239
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (1330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39110.060000 sec): 2 clusters
  Score: Raw -113913.913709 + Penalty 1168.851811 = -112745.061898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39110.250000 sec): 3 clusters
  Score: Raw -113456.338820 + Penalty 2337.703622 = -111118.635198
  nChanged 396
		SP:Iteration 1F (39110.410000 sec): 3 clusters
  Score: Raw -113801.839101 + Penalty 2337.703622 = -111464.135479
  nChanged 120
		SP:Iteration 2F (39110.590000 sec): 3 clusters
  Score: Raw -113978.289253 + Penalty 2337.703622 = -111640.585631
  nChanged 86
		SP:Iteration 3F (39110.750000 sec): 3 clusters
  Score: Raw -114109.093677 + Penalty 2337.703622 = -111771.390055
  nChanged 72
		SP:Iteration 4F (39110.880000 sec): 3 clusters
  Score: Raw -114246.704568 + Penalty 2337.703622 = -111909.000946
  nChanged 72
		SP:Iteration 5F (39111.060000 sec): 3 clusters
  Score: Raw -114373.677543 + Penalty 2337.703622 = -112035.973921
  nChanged 57
		SP:Iteration 6Q (39111.230000 sec): 3 clusters
  Score: Raw -114441.715010 + Penalty 2337.703622 = -112104.011388
  nChanged 33
		SP:Iteration 7Q (39111.410000 sec): 3 clusters
  Score: Raw -114487.364229 + Penalty 2337.703622 = -112149.660607
  nChanged 40
		SP:Iteration 8Q (39111.580000 sec): 3 clusters
  Score: Raw -114553.312490 + Penalty 2337.703622 = -112215.608868
  nChanged 33
		SP:Iteration 9Q (39111.730000 sec): 3 clusters
  Score: Raw -114602.340349 + Penalty 2337.703622 = -112264.636727
  nChanged 29
		SP:Iteration 10Q (39111.910000 sec): 3 clusters
  Score: Raw -114666.628557 + Penalty 2337.703622 = -112328.924935
  nChanged 18
		SP:Iteration 11Q (39112.050000 sec): 3 clusters
  Score: Raw -114686.450239 + Penalty 2337.703622 = -112348.746617
  nChanged 11
		SP:Iteration 12Q (39112.180000 sec): 3 clusters
  Score: Raw -114698.998697 + Penalty 2337.703622 = -112361.295075
  nChanged 11
		SP:Iteration 13Q (39112.340000 sec): 3 clusters
  Score: Raw -114709.227048 + Penalty 2337.703622 = -112371.523426
  nChanged 10
		SP:Iteration 14Q (39112.500000 sec): 3 clusters
  Score: Raw -114718.290187 + Penalty 2337.703622 = -112380.586565
  nChanged 6
		SP:Iteration 15Q (39112.670000 sec): 3 clusters
  Score: Raw -114726.922252 + Penalty 2337.703622 = -112389.218630
  nChanged 3
		SP:Iteration 16Q (39112.850000 sec): 3 clusters
  Score: Raw -114729.011950 + Penalty 2337.703622 = -112391.308328
  nChanged 3
		SP:Iteration 17Q (39112.990000 sec): 3 clusters
  Score: Raw -114731.709026 + Penalty 2337.703622 = -112394.005404
  nChanged 4
		SP:Iteration 18Q (39113.130000 sec): 3 clusters
  Score: Raw -114733.647452 + Penalty 2337.703622 = -112395.943830
  nChanged 2
		SP:Iteration 19Q (39113.250000 sec): 3 clusters
  Score: Raw -114735.002503 + Penalty 2337.703622 = -112397.298881
  nChanged 0
		SP:Iteration 20F (39113.410000 sec): 3 clusters
  Score: Raw -114735.002503 + Penalty 2337.703622 = -112397.298881
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (26562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39113.690000 sec): 2 clusters
  Score: Raw -2686102.289689 + Penalty 1655.425997 = -2684446.863692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39114.040000 sec): 3 clusters
  Score: Raw -2669786.016771 + Penalty 3310.851993 = -2666475.164777
  nChanged 12269
		SP:Iteration 1F (39114.350000 sec): 3 clusters
  Score: Raw -2676709.676972 + Penalty 3310.851993 = -2673398.824979
  nChanged 1341
		SP:Iteration 2F (39114.740000 sec): 3 clusters
  Score: Raw -2677189.540981 + Penalty 3310.851993 = -2673878.688988
  nChanged 1328
		SP:Iteration 3Q (39115.130000 sec): 3 clusters
  Score: Raw -2677731.863976 + Penalty 3310.851993 = -2674421.011983
  nChanged 1491
		SP:Iteration 4F (39115.510000 sec): 3 clusters
  Score: Raw -2678525.726561 + Penalty 3310.851993 = -2675214.874568
  nChanged 1730
		SP:Iteration 5F (39115.880000 sec): 3 clusters
  Score: Raw -2679676.480304 + Penalty 3310.851993 = -2676365.628311
  nChanged 1832
		SP:Iteration 6F (39116.200000 sec): 3 clusters
  Score: Raw -2681021.226418 + Penalty 3310.851993 = -2677710.374424
  nChanged 1737
		SP:Iteration 7F (39116.610000 sec): 3 clusters
  Score: Raw -2682349.425578 + Penalty 3310.851993 = -2679038.573585
  nChanged 1463
		SP:Iteration 8F (39116.980000 sec): 3 clusters
  Score: Raw -2683524.727368 + Penalty 3310.851993 = -2680213.875375
  nChanged 1181
		SP:Iteration 9Q (39117.370000 sec): 3 clusters
  Score: Raw -2684519.151360 + Penalty 3310.851993 = -2681208.299367
  nChanged 820
		SP:Iteration 10Q (39117.750000 sec): 3 clusters
  Score: Raw -2685204.241538 + Penalty 3310.851993 = -2681893.389545
  nChanged 541
		SP:Iteration 11Q (39118.050000 sec): 3 clusters
  Score: Raw -2685688.156438 + Penalty 3310.851993 = -2682377.304445
  nChanged 289
		SP:Iteration 12Q (39118.440000 sec): 3 clusters
  Score: Raw -2685934.508499 + Penalty 3310.851993 = -2682623.656505
  nChanged 160
		SP:Iteration 13Q (39118.770000 sec): 3 clusters
  Score: Raw -2686080.991255 + Penalty 3310.851993 = -2682770.139262
  nChanged 90
		SP:Iteration 14Q (39119.090000 sec): 3 clusters
  Score: Raw -2686170.042098 + Penalty 3310.851993 = -2682859.190105
  nChanged 54
		SP:Iteration 15Q (39119.390000 sec): 3 clusters
  Score: Raw -2686229.219133 + Penalty 3310.851993 = -2682918.367140
  nChanged 28
		SP:Iteration 16Q (39119.750000 sec): 3 clusters
  Score: Raw -2686259.681155 + Penalty 3310.851993 = -2682948.829161
  nChanged 19
		SP:Iteration 17Q (39120.120000 sec): 3 clusters
  Score: Raw -2686280.119360 + Penalty 3310.851993 = -2682969.267367
  nChanged 14
		SP:Iteration 18Q (39120.440000 sec): 3 clusters
  Score: Raw -2686298.403129 + Penalty 3310.851993 = -2682987.551136
  nChanged 8
		SP:Iteration 19Q (39120.710000 sec): 3 clusters
  Score: Raw -2686308.172370 + Penalty 3310.851993 = -2682997.320376
  nChanged 9
		SP:Iteration 20F (39121.030000 sec): 3 clusters
  Score: Raw -2686314.652200 + Penalty 3310.851993 = -2683003.800206
  nChanged 4
		SP:Iteration 21Q (39121.380000 sec): 3 clusters
  Score: Raw -2686316.564365 + Penalty 3310.851993 = -2683005.712372
  nChanged 2
		SP:Iteration 22Q (39121.720000 sec): 3 clusters
  Score: Raw -2686317.863070 + Penalty 3310.851993 = -2683007.011077
  nChanged 1
		SP:Iteration 23Q (39122.050000 sec): 3 clusters
  Score: Raw -2686318.279617 + Penalty 3310.851993 = -2683007.427624
  nChanged 2
		SP:Iteration 24Q (39122.360000 sec): 3 clusters
  Score: Raw -2686319.884923 + Penalty 3310.851993 = -2683009.032929
  nChanged 0
		SP:Iteration 25F (39122.700000 sec): 3 clusters
  Score: Raw -2686319.884923 + Penalty 3310.851993 = -2683009.032929
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39122.810000 sec): 2 clusters
  Score: Raw -224142.784567 + Penalty 1264.773903 = -222878.010665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39123.050000 sec): 3 clusters
  Score: Raw -223073.750700 + Penalty 2529.547805 = -220544.202895
  nChanged 878
		SP:Iteration 1F (39123.270000 sec): 3 clusters
  Score: Raw -223671.926701 + Penalty 2529.547805 = -221142.378896
  nChanged 213
		SP:Iteration 2F (39123.470000 sec): 3 clusters
  Score: Raw -223841.715001 + Penalty 2529.547805 = -221312.167195
  nChanged 140
		SP:Iteration 3F (39123.630000 sec): 3 clusters
  Score: Raw -223972.838833 + Penalty 2529.547805 = -221443.291027
  nChanged 130
		SP:Iteration 4F (39123.770000 sec): 3 clusters
  Score: Raw -224107.770638 + Penalty 2529.547805 = -221578.222833
  nChanged 117
		SP:Iteration 5Q (39123.950000 sec): 3 clusters
  Score: Raw -224215.923639 + Penalty 2529.547805 = -221686.375834
  nChanged 110
		SP:Iteration 6Q (39124.150000 sec): 3 clusters
  Score: Raw -224338.404030 + Penalty 2529.547805 = -221808.856225
  nChanged 120
		SP:Iteration 7Q (39124.300000 sec): 3 clusters
  Score: Raw -224503.091737 + Penalty 2529.547805 = -221973.543931
  nChanged 113
		SP:Iteration 8Q (39124.450000 sec): 3 clusters
  Score: Raw -224651.437921 + Penalty 2529.547805 = -222121.890116
  nChanged 95
		SP:Iteration 9Q (39124.590000 sec): 3 clusters
  Score: Raw -224751.226192 + Penalty 2529.547805 = -222221.678387
  nChanged 69
		SP:Iteration 10Q (39124.740000 sec): 3 clusters
  Score: Raw -224826.184730 + Penalty 2529.547805 = -222296.636924
  nChanged 62
		SP:Iteration 11Q (39124.950000 sec): 3 clusters
  Score: Raw -224893.488928 + Penalty 2529.547805 = -222363.941123
  nChanged 49
		SP:Iteration 12Q (39125.160000 sec): 3 clusters
  Score: Raw -224985.705312 + Penalty 2529.547805 = -222456.157506
  nChanged 57
		SP:Iteration 13Q (39125.330000 sec): 3 clusters
  Score: Raw -225060.395048 + Penalty 2529.547805 = -222530.847243
  nChanged 48
		SP:Iteration 14Q (39125.540000 sec): 3 clusters
  Score: Raw -225102.328467 + Penalty 2529.547805 = -222572.780661
  nChanged 31
		SP:Iteration 15Q (39125.700000 sec): 3 clusters
  Score: Raw -225121.989681 + Penalty 2529.547805 = -222592.441876
  nChanged 27
		SP:Iteration 16Q (39125.840000 sec): 3 clusters
  Score: Raw -225139.336472 + Penalty 2529.547805 = -222609.788666
  nChanged 19
		SP:Iteration 17Q (39125.980000 sec): 3 clusters
  Score: Raw -225149.302002 + Penalty 2529.547805 = -222619.754197
  nChanged 11
		SP:Iteration 18Q (39126.170000 sec): 3 clusters
  Score: Raw -225154.941756 + Penalty 2529.547805 = -222625.393951
  nChanged 6
		SP:Iteration 19Q (39126.300000 sec): 3 clusters
  Score: Raw -225157.480129 + Penalty 2529.547805 = -222627.932323
  nChanged 5
		SP:Iteration 20F (39126.420000 sec): 3 clusters
  Score: Raw -225160.959854 + Penalty 2529.547805 = -222631.412049
  nChanged 3
		SP:Iteration 21Q (39126.560000 sec): 3 clusters
  Score: Raw -225162.687950 + Penalty 2529.547805 = -222633.140145
  nChanged 4
		SP:Iteration 22Q (39126.690000 sec): 3 clusters
  Score: Raw -225166.460644 + Penalty 2529.547805 = -222636.912839
  nChanged 2
		SP:Iteration 23Q (39126.830000 sec): 3 clusters
  Score: Raw -225167.313785 + Penalty 2529.547805 = -222637.765979
  nChanged 4
		SP:Iteration 24Q (39127.030000 sec): 3 clusters
  Score: Raw -225169.866899 + Penalty 2529.547805 = -222640.319094
  nChanged 3
		SP:Iteration 25Q (39127.180000 sec): 3 clusters
  Score: Raw -225170.611662 + Penalty 2529.547805 = -222641.063857
  nChanged 0
		SP:Iteration 26F (39127.350000 sec): 3 clusters
  Score: Raw -225170.611662 + Penalty 2529.547805 = -222641.063857
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (65891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39127.780000 sec): 2 clusters
  Score: Raw -7034103.905425 + Penalty 1803.060535 = -7032300.844890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39128.320000 sec): 3 clusters
  Score: Raw -6991855.255083 + Penalty 3606.121071 = -6988249.134013
  nChanged 31064
		SP:Iteration 1F (39128.900000 sec): 3 clusters
  Score: Raw -7009798.479601 + Penalty 3606.121071 = -7006192.358530
  nChanged 2576
		SP:Iteration 2Q (39129.460000 sec): 3 clusters
  Score: Raw -7010675.164866 + Penalty 3606.121071 = -7007069.043796
  nChanged 3017
		SP:Iteration 3Q (39130.040000 sec): 3 clusters
  Score: Raw -7011983.536359 + Penalty 3606.121071 = -7008377.415288
  nChanged 3602
		SP:Iteration 4F (39130.570000 sec): 3 clusters
  Score: Raw -7013939.249027 + Penalty 3606.121071 = -7010333.127956
  nChanged 4278
		SP:Iteration 5F (39131.110000 sec): 3 clusters
  Score: Raw -7016825.375308 + Penalty 3606.121071 = -7013219.254237
  nChanged 4743
		SP:Iteration 6F (39131.770000 sec): 3 clusters
  Score: Raw -7020709.069489 + Penalty 3606.121071 = -7017102.948419
  nChanged 4476
		SP:Iteration 7F (39132.470000 sec): 3 clusters
  Score: Raw -7024677.312783 + Penalty 3606.121071 = -7021071.191713
  nChanged 3572
		SP:Iteration 8F (39133.080000 sec): 3 clusters
  Score: Raw -7027823.688695 + Penalty 3606.121071 = -7024217.567625
  nChanged 2544
		SP:Iteration 9Q (39133.630000 sec): 3 clusters
  Score: Raw -7029902.666894 + Penalty 3606.121071 = -7026296.545823
  nChanged 1784
		SP:Iteration 10Q (39134.170000 sec): 3 clusters
  Score: Raw -7031299.307387 + Penalty 3606.121071 = -7027693.186317
  nChanged 1254
		SP:Iteration 11Q (39134.720000 sec): 3 clusters
  Score: Raw -7032251.432722 + Penalty 3606.121071 = -7028645.311651
  nChanged 885
		SP:Iteration 12Q (39135.190000 sec): 3 clusters
  Score: Raw -7032845.506626 + Penalty 3606.121071 = -7029239.385556
  nChanged 634
		SP:Iteration 13Q (39135.700000 sec): 3 clusters
  Score: Raw -7033241.201030 + Penalty 3606.121071 = -7029635.079960
  nChanged 449
		SP:Iteration 14Q (39136.300000 sec): 3 clusters
  Score: Raw -7033494.227272 + Penalty 3606.121071 = -7029888.106201
  nChanged 333
		SP:Iteration 15Q (39136.830000 sec): 3 clusters
  Score: Raw -7033680.156162 + Penalty 3606.121071 = -7030074.035091
  nChanged 267
		SP:Iteration 16Q (39137.360000 sec): 3 clusters
  Score: Raw -7033842.248426 + Penalty 3606.121071 = -7030236.127355
  nChanged 218
		SP:Iteration 17Q (39137.860000 sec): 3 clusters
  Score: Raw -7033980.937985 + Penalty 3606.121071 = -7030374.816915
  nChanged 158
		SP:Iteration 18Q (39138.400000 sec): 3 clusters
  Score: Raw -7034076.050256 + Penalty 3606.121071 = -7030469.929185
  nChanged 121
		SP:Iteration 19Q (39138.860000 sec): 3 clusters
  Score: Raw -7034154.207036 + Penalty 3606.121071 = -7030548.085965
  nChanged 107
		SP:Iteration 20F (39139.430000 sec): 3 clusters
  Score: Raw -7034220.481448 + Penalty 3606.121071 = -7030614.360377
  nChanged 79
		SP:Iteration 21Q (39139.960000 sec): 3 clusters
  Score: Raw -7034271.418187 + Penalty 3606.121071 = -7030665.297116
  nChanged 71
		SP:Iteration 22Q (39140.510000 sec): 3 clusters
  Score: Raw -7034308.473557 + Penalty 3606.121071 = -7030702.352487
  nChanged 47
		SP:Iteration 23Q (39141.040000 sec): 3 clusters
  Score: Raw -7034329.808428 + Penalty 3606.121071 = -7030723.687358
  nChanged 42
		SP:Iteration 24Q (39141.590000 sec): 3 clusters
  Score: Raw -7034348.712661 + Penalty 3606.121071 = -7030742.591590
  nChanged 30
		SP:Iteration 25Q (39142.210000 sec): 3 clusters
  Score: Raw -7034361.562467 + Penalty 3606.121071 = -7030755.441396
  nChanged 21
		SP:Iteration 26Q (39142.720000 sec): 3 clusters
  Score: Raw -7034369.227178 + Penalty 3606.121071 = -7030763.106107
  nChanged 15
		SP:Iteration 27Q (39143.200000 sec): 3 clusters
  Score: Raw -7034374.521621 + Penalty 3606.121071 = -7030768.400551
  nChanged 17
		SP:Iteration 28Q (39143.680000 sec): 3 clusters
  Score: Raw -7034380.480986 + Penalty 3606.121071 = -7030774.359915
  nChanged 13
		SP:Iteration 29Q (39144.150000 sec): 3 clusters
  Score: Raw -7034385.518215 + Penalty 3606.121071 = -7030779.397144
  nChanged 11
		SP:Iteration 30Q (39144.600000 sec): 3 clusters
  Score: Raw -7034389.610432 + Penalty 3606.121071 = -7030783.489361
  nChanged 5
		SP:Iteration 31Q (39145.040000 sec): 3 clusters
  Score: Raw -7034391.491839 + Penalty 3606.121071 = -7030785.370768
  nChanged 5
		SP:Iteration 32Q (39145.480000 sec): 3 clusters
  Score: Raw -7034393.385257 + Penalty 3606.121071 = -7030787.264186
  nChanged 3
		SP:Iteration 33Q (39146.040000 sec): 3 clusters
  Score: Raw -7034394.338392 + Penalty 3606.121071 = -7030788.217322
  nChanged 4
		SP:Iteration 34Q (39146.570000 sec): 3 clusters
  Score: Raw -7034396.371620 + Penalty 3606.121071 = -7030790.250550
  nChanged 8
		SP:Iteration 35Q (39147.060000 sec): 3 clusters
  Score: Raw -7034398.768920 + Penalty 3606.121071 = -7030792.647850
  nChanged 5
		SP:Iteration 36Q (39147.610000 sec): 3 clusters
  Score: Raw -7034400.630740 + Penalty 3606.121071 = -7030794.509669
  nChanged 2
		SP:Iteration 37Q (39148.130000 sec): 3 clusters
  Score: Raw -7034401.340456 + Penalty 3606.121071 = -7030795.219386
  nChanged 3
		SP:Iteration 38Q (39148.610000 sec): 3 clusters
  Score: Raw -7034402.371900 + Penalty 3606.121071 = -7030796.250829
  nChanged 1
		SP:Iteration 39Q (39149.090000 sec): 3 clusters
  Score: Raw -7034402.615520 + Penalty 3606.121071 = -7030796.494449
  nChanged 0
		SP:Iteration 40F (39149.620000 sec): 3 clusters
  Score: Raw -7034402.615520 + Penalty 3606.121071 = -7030796.494449
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39149.820000 sec): 2 clusters
  Score: Raw -659743.658685 + Penalty 1439.415573 = -658304.243112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39150.080000 sec): 3 clusters
  Score: Raw -655929.065412 + Penalty 2878.831145 = -653050.234267
  nChanged 2909
		SP:Iteration 1F (39150.280000 sec): 3 clusters
  Score: Raw -657599.968140 + Penalty 2878.831145 = -654721.136995
  nChanged 563
		SP:Iteration 2F (39150.480000 sec): 3 clusters
  Score: Raw -658015.042699 + Penalty 2878.831145 = -655136.211554
  nChanged 541
		SP:Iteration 3F (39150.720000 sec): 3 clusters
  Score: Raw -658465.102576 + Penalty 2878.831145 = -655586.271431
  nChanged 523
		SP:Iteration 4F (39150.960000 sec): 3 clusters
  Score: Raw -658927.899197 + Penalty 2878.831145 = -656049.068052
  nChanged 483
		SP:Iteration 5F (39151.130000 sec): 3 clusters
  Score: Raw -659326.831245 + Penalty 2878.831145 = -656448.000100
  nChanged 378
		SP:Iteration 6F (39151.360000 sec): 3 clusters
  Score: Raw -659662.394780 + Penalty 2878.831145 = -656783.563635
  nChanged 321
		SP:Iteration 7Q (39151.590000 sec): 3 clusters
  Score: Raw -659932.293514 + Penalty 2878.831145 = -657053.462369
  nChanged 244
		SP:Iteration 8Q (39151.800000 sec): 3 clusters
  Score: Raw -660129.755832 + Penalty 2878.831145 = -657250.924687
  nChanged 207
		SP:Iteration 9Q (39152.020000 sec): 3 clusters
  Score: Raw -660292.538117 + Penalty 2878.831145 = -657413.706972
  nChanged 174
		SP:Iteration 10Q (39152.250000 sec): 3 clusters
  Score: Raw -660435.000191 + Penalty 2878.831145 = -657556.169046
  nChanged 162
		SP:Iteration 11Q (39152.440000 sec): 3 clusters
  Score: Raw -660612.369332 + Penalty 2878.831145 = -657733.538187
  nChanged 175
		SP:Iteration 12Q (39152.600000 sec): 3 clusters
  Score: Raw -660807.031395 + Penalty 2878.831145 = -657928.200250
  nChanged 175
		SP:Iteration 13Q (39152.830000 sec): 3 clusters
  Score: Raw -661043.372649 + Penalty 2878.831145 = -658164.541504
  nChanged 176
		SP:Iteration 14Q (39153.090000 sec): 3 clusters
  Score: Raw -661319.898707 + Penalty 2878.831145 = -658441.067562
  nChanged 172
		SP:Iteration 15Q (39153.310000 sec): 3 clusters
  Score: Raw -661606.316345 + Penalty 2878.831145 = -658727.485200
  nChanged 124
		SP:Iteration 16Q (39153.510000 sec): 3 clusters
  Score: Raw -661765.270488 + Penalty 2878.831145 = -658886.439343
  nChanged 88
		SP:Iteration 17Q (39153.730000 sec): 3 clusters
  Score: Raw -661842.927513 + Penalty 2878.831145 = -658964.096368
  nChanged 47
		SP:Iteration 18Q (39153.960000 sec): 3 clusters
  Score: Raw -661862.908286 + Penalty 2878.831145 = -658984.077141
  nChanged 21
		SP:Iteration 19Q (39154.150000 sec): 3 clusters
  Score: Raw -661870.004478 + Penalty 2878.831145 = -658991.173333
  nChanged 11
		SP:Iteration 20F (39154.420000 sec): 3 clusters
  Score: Raw -661872.614427 + Penalty 2878.831145 = -658993.783282
  nChanged 7
		SP:Iteration 21Q (39154.620000 sec): 3 clusters
  Score: Raw -661874.064022 + Penalty 2878.831145 = -658995.232877
  nChanged 0
		SP:Iteration 22F (39154.800000 sec): 3 clusters
  Score: Raw -661874.064022 + Penalty 2878.831145 = -658995.232877
  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 7.98 GB.

 Trying to split cluster 36 (7733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39154.950000 sec): 2 clusters
  Score: Raw -799337.851058 + Penalty 1454.903477 = -797882.947582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39155.140000 sec): 3 clusters
  Score: Raw -795127.157934 + Penalty 2909.806953 = -792217.350980
  nChanged 3281
		SP:Iteration 1F (39155.360000 sec): 3 clusters
  Score: Raw -797050.969546 + Penalty 2909.806953 = -794141.162593
  nChanged 673
		SP:Iteration 2F (39155.600000 sec): 3 clusters
  Score: Raw -797587.450434 + Penalty 2909.806953 = -794677.643480
  nChanged 659
		SP:Iteration 3F (39155.750000 sec): 3 clusters
  Score: Raw -798205.997607 + Penalty 2909.806953 = -795296.190653
  nChanged 650
		SP:Iteration 4F (39155.950000 sec): 3 clusters
  Score: Raw -798749.143289 + Penalty 2909.806953 = -795839.336335
  nChanged 470
		SP:Iteration 5F (39156.150000 sec): 3 clusters
  Score: Raw -799030.875376 + Penalty 2909.806953 = -796121.068423
  nChanged 299
		SP:Iteration 6Q (39156.360000 sec): 3 clusters
  Score: Raw -799175.921892 + Penalty 2909.806953 = -796266.114938
  nChanged 196
		SP:Iteration 7Q (39156.550000 sec): 3 clusters
  Score: Raw -799274.102931 + Penalty 2909.806953 = -796364.295978
  nChanged 180
		SP:Iteration 8Q (39156.810000 sec): 3 clusters
  Score: Raw -799374.409667 + Penalty 2909.806953 = -796464.602713
  nChanged 167
		SP:Iteration 9Q (39157.090000 sec): 3 clusters
  Score: Raw -799463.960257 + Penalty 2909.806953 = -796554.153304
  nChanged 132
		SP:Iteration 10Q (39157.370000 sec): 3 clusters
  Score: Raw -799542.507175 + Penalty 2909.806953 = -796632.700222
  nChanged 134
		SP:Iteration 11Q (39157.590000 sec): 3 clusters
  Score: Raw -799629.301923 + Penalty 2909.806953 = -796719.494969
  nChanged 121
		SP:Iteration 12Q (39157.840000 sec): 3 clusters
  Score: Raw -799704.931685 + Penalty 2909.806953 = -796795.124732
  nChanged 106
		SP:Iteration 13Q (39158.110000 sec): 3 clusters
  Score: Raw -799753.444800 + Penalty 2909.806953 = -796843.637846
  nChanged 90
		SP:Iteration 14Q (39158.350000 sec): 3 clusters
  Score: Raw -799782.781798 + Penalty 2909.806953 = -796872.974845
  nChanged 69
		SP:Iteration 15Q (39158.600000 sec): 3 clusters
  Score: Raw -799806.637140 + Penalty 2909.806953 = -796896.830186
  nChanged 53
		SP:Iteration 16Q (39158.880000 sec): 3 clusters
  Score: Raw -799823.593592 + Penalty 2909.806953 = -796913.786639
  nChanged 47
		SP:Iteration 17Q (39159.070000 sec): 3 clusters
  Score: Raw -799837.360213 + Penalty 2909.806953 = -796927.553260
  nChanged 35
		SP:Iteration 18Q (39159.320000 sec): 3 clusters
  Score: Raw -799846.239460 + Penalty 2909.806953 = -796936.432506
  nChanged 24
		SP:Iteration 19Q (39159.530000 sec): 3 clusters
  Score: Raw -799851.049164 + Penalty 2909.806953 = -796941.242210
  nChanged 13
		SP:Iteration 20F (39159.760000 sec): 3 clusters
  Score: Raw -799853.490224 + Penalty 2909.806953 = -796943.683270
  nChanged 13
		SP:Iteration 21Q (39159.980000 sec): 3 clusters
  Score: Raw -799855.602211 + Penalty 2909.806953 = -796945.795257
  nChanged 12
		SP:Iteration 22Q (39160.170000 sec): 3 clusters
  Score: Raw -799857.627019 + Penalty 2909.806953 = -796947.820065
  nChanged 6
		SP:Iteration 23Q (39160.360000 sec): 3 clusters
  Score: Raw -799858.757502 + Penalty 2909.806953 = -796948.950549
  nChanged 9
		SP:Iteration 24Q (39160.570000 sec): 3 clusters
  Score: Raw -799860.207923 + Penalty 2909.806953 = -796950.400970
  nChanged 6
		SP:Iteration 25Q (39160.810000 sec): 3 clusters
  Score: Raw -799861.144488 + Penalty 2909.806953 = -796951.337534
  nChanged 3
		SP:Iteration 26Q (39161.010000 sec): 3 clusters
  Score: Raw -799861.690629 + Penalty 2909.806953 = -796951.883675
  nChanged 4
		SP:Iteration 27Q (39161.190000 sec): 3 clusters
  Score: Raw -799862.631504 + Penalty 2909.806953 = -796952.824550
  nChanged 5
		SP:Iteration 28Q (39161.370000 sec): 3 clusters
  Score: Raw -799863.289742 + Penalty 2909.806953 = -796953.482789
  nChanged 3
		SP:Iteration 29Q (39161.520000 sec): 3 clusters
  Score: Raw -799863.831391 + Penalty 2909.806953 = -796954.024438
  nChanged 5
		SP:Iteration 30Q (39161.750000 sec): 3 clusters
  Score: Raw -799864.662158 + Penalty 2909.806953 = -796954.855205
  nChanged 1
		SP:Iteration 31Q (39161.990000 sec): 3 clusters
  Score: Raw -799864.735287 + Penalty 2909.806953 = -796954.928333
  nChanged 0
		SP:Iteration 32F (39162.200000 sec): 3 clusters
  Score: Raw -799864.735287 + Penalty 2909.806953 = -796954.928333
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39162.320000 sec): 2 clusters
  Score: Raw -73463.138143 + Penalty 1094.564252 = -72368.573891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39162.530000 sec): 3 clusters
  Score: Raw -73311.032835 + Penalty 2189.128505 = -71121.904331
  nChanged 269
		SP:Iteration 1F (39162.750000 sec): 3 clusters
  Score: Raw -73638.149594 + Penalty 2189.128505 = -71449.021089
  nChanged 76
		SP:Iteration 2F (39162.910000 sec): 3 clusters
  Score: Raw -73749.214717 + Penalty 2189.128505 = -71560.086213
  nChanged 46
		SP:Iteration 3F (39163.070000 sec): 3 clusters
  Score: Raw -73816.546510 + Penalty 2189.128505 = -71627.418006
  nChanged 27
		SP:Iteration 4Q (39163.230000 sec): 3 clusters
  Score: Raw -73851.155520 + Penalty 2189.128505 = -71662.027015
  nChanged 14
		SP:Iteration 5Q (39163.390000 sec): 3 clusters
  Score: Raw -73868.291112 + Penalty 2189.128505 = -71679.162608
  nChanged 12
		SP:Iteration 6Q (39163.550000 sec): 3 clusters
  Score: Raw -73885.180546 + Penalty 2189.128505 = -71696.052041
  nChanged 5
		SP:Iteration 7Q (39163.710000 sec): 3 clusters
  Score: Raw -73890.700496 + Penalty 2189.128505 = -71701.571992
  nChanged 3
		SP:Iteration 8Q (39163.870000 sec): 3 clusters
  Score: Raw -73897.096775 + Penalty 2189.128505 = -71707.968271
  nChanged 1
		SP:Iteration 9Q (39164.080000 sec): 3 clusters
  Score: Raw -73897.328577 + Penalty 2189.128505 = -71708.200072
  nChanged 0
		SP:Iteration 10F (39164.200000 sec): 3 clusters
  Score: Raw -73897.328577 + Penalty 2189.128505 = -71708.200072
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (10540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39164.360000 sec): 2 clusters
  Score: Raw -1116493.591368 + Penalty 1505.226584 = -1114988.364784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39164.590000 sec): 3 clusters
  Score: Raw -1110429.269955 + Penalty 3010.453167 = -1107418.816788
  nChanged 4591
		SP:Iteration 1F (39164.840000 sec): 3 clusters
  Score: Raw -1112904.056307 + Penalty 3010.453167 = -1109893.603139
  nChanged 601
		SP:Iteration 2F (39165.040000 sec): 3 clusters
  Score: Raw -1113134.194382 + Penalty 3010.453167 = -1110123.741214
  nChanged 526
		SP:Iteration 3Q (39165.340000 sec): 3 clusters
  Score: Raw -1113372.648358 + Penalty 3010.453167 = -1110362.195191
  nChanged 544
		SP:Iteration 4F (39165.540000 sec): 3 clusters
  Score: Raw -1113642.757107 + Penalty 3010.453167 = -1110632.303939
  nChanged 546
		SP:Iteration 5F (39165.800000 sec): 3 clusters
  Score: Raw -1113933.877052 + Penalty 3010.453167 = -1110923.423885
  nChanged 533
		SP:Iteration 6F (39165.950000 sec): 3 clusters
  Score: Raw -1114211.184243 + Penalty 3010.453167 = -1111200.731075
  nChanged 536
		SP:Iteration 7F (39166.180000 sec): 3 clusters
  Score: Raw -1114477.047687 + Penalty 3010.453167 = -1111466.594520
  nChanged 450
		SP:Iteration 8Q (39166.400000 sec): 3 clusters
  Score: Raw -1114679.768152 + Penalty 3010.453167 = -1111669.314985
  nChanged 376
		SP:Iteration 9Q (39166.600000 sec): 3 clusters
  Score: Raw -1114831.655057 + Penalty 3010.453167 = -1111821.201890
  nChanged 293
		SP:Iteration 10Q (39166.810000 sec): 3 clusters
  Score: Raw -1114931.525282 + Penalty 3010.453167 = -1111921.072115
  nChanged 231
		SP:Iteration 11Q (39167.000000 sec): 3 clusters
  Score: Raw -1115008.272666 + Penalty 3010.453167 = -1111997.819499
  nChanged 210
		SP:Iteration 12Q (39167.260000 sec): 3 clusters
  Score: Raw -1115066.247149 + Penalty 3010.453167 = -1112055.793982
  nChanged 164
		SP:Iteration 13Q (39167.520000 sec): 3 clusters
  Score: Raw -1115103.780510 + Penalty 3010.453167 = -1112093.327343
  nChanged 125
		SP:Iteration 14Q (39167.680000 sec): 3 clusters
  Score: Raw -1115130.843698 + Penalty 3010.453167 = -1112120.390531
  nChanged 111
		SP:Iteration 15Q (39167.980000 sec): 3 clusters
  Score: Raw -1115150.380477 + Penalty 3010.453167 = -1112139.927309
  nChanged 81
		SP:Iteration 16Q (39168.200000 sec): 3 clusters
  Score: Raw -1115166.329019 + Penalty 3010.453167 = -1112155.875852
  nChanged 77
		SP:Iteration 17Q (39168.440000 sec): 3 clusters
  Score: Raw -1115180.309509 + Penalty 3010.453167 = -1112169.856341
  nChanged 71
		SP:Iteration 18Q (39168.640000 sec): 3 clusters
  Score: Raw -1115193.446271 + Penalty 3010.453167 = -1112182.993104
  nChanged 66
		SP:Iteration 19Q (39168.860000 sec): 3 clusters
  Score: Raw -1115205.146232 + Penalty 3010.453167 = -1112194.693065
  nChanged 63
		SP:Iteration 20F (39169.120000 sec): 3 clusters
  Score: Raw -1115215.733605 + Penalty 3010.453167 = -1112205.280438
  nChanged 49
		SP:Iteration 21Q (39169.400000 sec): 3 clusters
  Score: Raw -1115222.020144 + Penalty 3010.453167 = -1112211.566977
  nChanged 39
		SP:Iteration 22Q (39169.620000 sec): 3 clusters
  Score: Raw -1115227.785858 + Penalty 3010.453167 = -1112217.332691
  nChanged 33
		SP:Iteration 23Q (39169.820000 sec): 3 clusters
  Score: Raw -1115231.980019 + Penalty 3010.453167 = -1112221.526852
  nChanged 28
		SP:Iteration 24Q (39170.060000 sec): 3 clusters
  Score: Raw -1115236.005183 + Penalty 3010.453167 = -1112225.552015
  nChanged 26
		SP:Iteration 25Q (39170.320000 sec): 3 clusters
  Score: Raw -1115239.720188 + Penalty 3010.453167 = -1112229.267020
  nChanged 28
		SP:Iteration 26Q (39170.540000 sec): 3 clusters
  Score: Raw -1115243.288331 + Penalty 3010.453167 = -1112232.835164
  nChanged 27
		SP:Iteration 27Q (39170.760000 sec): 3 clusters
  Score: Raw -1115247.161842 + Penalty 3010.453167 = -1112236.708675
  nChanged 25
		SP:Iteration 28Q (39170.990000 sec): 3 clusters
  Score: Raw -1115250.575063 + Penalty 3010.453167 = -1112240.121896
  nChanged 25
		SP:Iteration 29Q (39171.210000 sec): 3 clusters
  Score: Raw -1115253.978835 + Penalty 3010.453167 = -1112243.525668
  nChanged 22
		SP:Iteration 30Q (39171.460000 sec): 3 clusters
  Score: Raw -1115256.858960 + Penalty 3010.453167 = -1112246.405793
  nChanged 18
		SP:Iteration 31Q (39171.730000 sec): 3 clusters
  Score: Raw -1115258.685895 + Penalty 3010.453167 = -1112248.232728
  nChanged 12
		SP:Iteration 32Q (39171.980000 sec): 3 clusters
  Score: Raw -1115259.612422 + Penalty 3010.453167 = -1112249.159255
  nChanged 11
		SP:Iteration 33Q (39172.190000 sec): 3 clusters
  Score: Raw -1115260.996822 + Penalty 3010.453167 = -1112250.543655
  nChanged 15
		SP:Iteration 34Q (39172.460000 sec): 3 clusters
  Score: Raw -1115262.270291 + Penalty 3010.453167 = -1112251.817124
  nChanged 13
		SP:Iteration 35Q (39172.700000 sec): 3 clusters
  Score: Raw -1115263.571851 + Penalty 3010.453167 = -1112253.118684
  nChanged 8
		SP:Iteration 36Q (39172.940000 sec): 3 clusters
  Score: Raw -1115264.269073 + Penalty 3010.453167 = -1112253.815906
  nChanged 10
		SP:Iteration 37Q (39173.140000 sec): 3 clusters
  Score: Raw -1115265.358780 + Penalty 3010.453167 = -1112254.905613
  nChanged 11
		SP:Iteration 38Q (39173.420000 sec): 3 clusters
  Score: Raw -1115266.608778 + Penalty 3010.453167 = -1112256.155610
  nChanged 14
		SP:Iteration 39Q (39173.660000 sec): 3 clusters
  Score: Raw -1115268.280407 + Penalty 3010.453167 = -1112257.827240
  nChanged 10
		SP:Iteration 40F (39173.860000 sec): 3 clusters
  Score: Raw -1115269.714581 + Penalty 3010.453167 = -1112259.261414
  nChanged 8
		SP:Iteration 41Q (39174.100000 sec): 3 clusters
  Score: Raw -1115270.677506 + Penalty 3010.453167 = -1112260.224339
  nChanged 6
		SP:Iteration 42Q (39174.360000 sec): 3 clusters
  Score: Raw -1115271.302140 + Penalty 3010.453167 = -1112260.848973
  nChanged 11
		SP:Iteration 43Q (39174.610000 sec): 3 clusters
  Score: Raw -1115272.220136 + Penalty 3010.453167 = -1112261.766968
  nChanged 12
		SP:Iteration 44Q (39174.820000 sec): 3 clusters
  Score: Raw -1115273.178086 + Penalty 3010.453167 = -1112262.724919
  nChanged 4
		SP:Iteration 45Q (39175.090000 sec): 3 clusters
  Score: Raw -1115273.625766 + Penalty 3010.453167 = -1112263.172599
  nChanged 2
		SP:Iteration 46Q (39175.310000 sec): 3 clusters
  Score: Raw -1115273.820157 + Penalty 3010.453167 = -1112263.366989
  nChanged 4
		SP:Iteration 47Q (39175.560000 sec): 3 clusters
  Score: Raw -1115274.158676 + Penalty 3010.453167 = -1112263.705509
  nChanged 3
		SP:Iteration 48Q (39175.790000 sec): 3 clusters
  Score: Raw -1115274.536353 + Penalty 3010.453167 = -1112264.083186
  nChanged 7
		SP:Iteration 49Q (39176.080000 sec): 3 clusters
  Score: Raw -1115275.168323 + Penalty 3010.453167 = -1112264.715156
  nChanged 5
		SP:Iteration 50Q (39176.300000 sec): 3 clusters
  Score: Raw -1115275.691532 + Penalty 3010.453167 = -1112265.238365
  nChanged 8
		SP:Iteration 51Q (39176.570000 sec): 3 clusters
  Score: Raw -1115276.625133 + Penalty 3010.453167 = -1112266.171966
  nChanged 4
		SP:Iteration 52Q (39176.820000 sec): 3 clusters
  Score: Raw -1115276.999805 + Penalty 3010.453167 = -1112266.546638
  nChanged 3
		SP:Iteration 53Q (39177.000000 sec): 3 clusters
  Score: Raw -1115277.293367 + Penalty 3010.453167 = -1112266.840200
  nChanged 4
		SP:Iteration 54Q (39177.260000 sec): 3 clusters
  Score: Raw -1115277.538226 + Penalty 3010.453167 = -1112267.085059
  nChanged 3
		SP:Iteration 55Q (39177.520000 sec): 3 clusters
  Score: Raw -1115277.823969 + Penalty 3010.453167 = -1112267.370802
  nChanged 6
		SP:Iteration 56Q (39177.770000 sec): 3 clusters
  Score: Raw -1115278.341295 + Penalty 3010.453167 = -1112267.888128
  nChanged 9
		SP:Iteration 57Q (39177.990000 sec): 3 clusters
  Score: Raw -1115279.416254 + Penalty 3010.453167 = -1112268.963087
  nChanged 11
		SP:Iteration 58Q (39178.250000 sec): 3 clusters
  Score: Raw -1115280.508043 + Penalty 3010.453167 = -1112270.054876
  nChanged 6
		SP:Iteration 59Q (39178.490000 sec): 3 clusters
  Score: Raw -1115281.111225 + Penalty 3010.453167 = -1112270.658057
  nChanged 8
		SP:Iteration 60F (39178.700000 sec): 3 clusters
  Score: Raw -1115281.910180 + Penalty 3010.453167 = -1112271.457013
  nChanged 7
		SP:Iteration 61Q (39178.900000 sec): 3 clusters
  Score: Raw -1115282.574576 + Penalty 3010.453167 = -1112272.121409
  nChanged 5
		SP:Iteration 62Q (39179.080000 sec): 3 clusters
  Score: Raw -1115282.890214 + Penalty 3010.453167 = -1112272.437047
  nChanged 4
		SP:Iteration 63Q (39179.340000 sec): 3 clusters
  Score: Raw -1115283.288119 + Penalty 3010.453167 = -1112272.834952
  nChanged 2
		SP:Iteration 64Q (39179.560000 sec): 3 clusters
  Score: Raw -1115283.484984 + Penalty 3010.453167 = -1112273.031817
  nChanged 3
		SP:Iteration 65Q (39179.790000 sec): 3 clusters
  Score: Raw -1115283.717184 + Penalty 3010.453167 = -1112273.264017
  nChanged 2
		SP:Iteration 66Q (39180.020000 sec): 3 clusters
  Score: Raw -1115283.855007 + Penalty 3010.453167 = -1112273.401840
  nChanged 2
		SP:Iteration 67Q (39180.220000 sec): 3 clusters
  Score: Raw -1115284.129565 + Penalty 3010.453167 = -1112273.676397
  nChanged 3
		SP:Iteration 68Q (39180.470000 sec): 3 clusters
  Score: Raw -1115284.341829 + Penalty 3010.453167 = -1112273.888662
  nChanged 2
		SP:Iteration 69Q (39180.680000 sec): 3 clusters
  Score: Raw -1115284.478620 + Penalty 3010.453167 = -1112274.025453
  nChanged 0
		SP:Iteration 70F (39180.920000 sec): 3 clusters
  Score: Raw -1115284.478620 + Penalty 3010.453167 = -1112274.025453
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39180.960000 sec): 2 clusters
  Score: Raw -85694.675490 + Penalty 1122.672652 = -84572.002839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39181.140000 sec): 3 clusters
  Score: Raw -85388.195206 + Penalty 2245.345303 = -83142.849903
  nChanged 319
		SP:Iteration 1F (39181.330000 sec): 3 clusters
  Score: Raw -85737.435023 + Penalty 2245.345303 = -83492.089720
  nChanged 90
		SP:Iteration 2F (39181.490000 sec): 3 clusters
  Score: Raw -85873.443679 + Penalty 2245.345303 = -83628.098376
  nChanged 60
		SP:Iteration 3F (39181.680000 sec): 3 clusters
  Score: Raw -85973.439018 + Penalty 2245.345303 = -83728.093715
  nChanged 44
		SP:Iteration 4Q (39181.860000 sec): 3 clusters
  Score: Raw -86050.850254 + Penalty 2245.345303 = -83805.504950
  nChanged 39
		SP:Iteration 5Q (39182.040000 sec): 3 clusters
  Score: Raw -86103.727406 + Penalty 2245.345303 = -83858.382103
  nChanged 20
		SP:Iteration 6Q (39182.250000 sec): 3 clusters
  Score: Raw -86131.863137 + Penalty 2245.345303 = -83886.517833
  nChanged 16
		SP:Iteration 7Q (39182.420000 sec): 3 clusters
  Score: Raw -86152.341281 + Penalty 2245.345303 = -83906.995978
  nChanged 15
		SP:Iteration 8Q (39182.590000 sec): 3 clusters
  Score: Raw -86167.937772 + Penalty 2245.345303 = -83922.592469
  nChanged 11
		SP:Iteration 9Q (39182.760000 sec): 3 clusters
  Score: Raw -86181.391387 + Penalty 2245.345303 = -83936.046084
  nChanged 9
		SP:Iteration 10Q (39182.920000 sec): 3 clusters
  Score: Raw -86191.025668 + Penalty 2245.345303 = -83945.680364
  nChanged 4
		SP:Iteration 11Q (39183.120000 sec): 3 clusters
  Score: Raw -86197.755403 + Penalty 2245.345303 = -83952.410100
  nChanged 3
		SP:Iteration 12Q (39183.320000 sec): 3 clusters
  Score: Raw -86203.669847 + Penalty 2245.345303 = -83958.324544
  nChanged 6
		SP:Iteration 13Q (39183.450000 sec): 3 clusters
  Score: Raw -86214.699722 + Penalty 2245.345303 = -83969.354419
  nChanged 6
		SP:Iteration 14Q (39183.590000 sec): 3 clusters
  Score: Raw -86226.233478 + Penalty 2245.345303 = -83980.888175
  nChanged 10
		SP:Iteration 15Q (39183.760000 sec): 3 clusters
  Score: Raw -86258.187638 + Penalty 2245.345303 = -84012.842335
  nChanged 11
		SP:Iteration 16Q (39183.940000 sec): 3 clusters
  Score: Raw -86302.937311 + Penalty 2245.345303 = -84057.592008
  nChanged 18
		SP:Iteration 17Q (39184.090000 sec): 3 clusters
  Score: Raw -86343.312693 + Penalty 2245.345303 = -84097.967390
  nChanged 18
		SP:Iteration 18Q (39184.280000 sec): 3 clusters
  Score: Raw -86370.624215 + Penalty 2245.345303 = -84125.278912
  nChanged 7
		SP:Iteration 19Q (39184.450000 sec): 3 clusters
  Score: Raw -86380.827706 + Penalty 2245.345303 = -84135.482403
  nChanged 9
		SP:Iteration 20F (39184.590000 sec): 3 clusters
  Score: Raw -86404.490434 + Penalty 2245.345303 = -84159.145130
  nChanged 10
		SP:Iteration 21Q (39184.810000 sec): 3 clusters
  Score: Raw -86415.233157 + Penalty 2245.345303 = -84169.887853
  nChanged 1
		SP:Iteration 22Q (39184.930000 sec): 3 clusters
  Score: Raw -86416.012780 + Penalty 2245.345303 = -84170.667477
  nChanged 1
		SP:Iteration 23Q (39185.100000 sec): 3 clusters
  Score: Raw -86417.346452 + Penalty 2245.345303 = -84172.001148
  nChanged 1
		SP:Iteration 24Q (39185.280000 sec): 3 clusters
  Score: Raw -86417.827803 + Penalty 2245.345303 = -84172.482499
  nChanged 0
		SP:Iteration 25F (39185.480000 sec): 3 clusters
  Score: Raw -86417.827803 + Penalty 2245.345303 = -84172.482499
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (6776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39185.610000 sec): 2 clusters
  Score: Raw -690569.459886 + Penalty 1433.435613 = -689136.024273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39185.820000 sec): 3 clusters
  Score: Raw -686978.415020 + Penalty 2866.871227 = -684111.543793
  nChanged 2735
		SP:Iteration 1F (39186.010000 sec): 3 clusters
  Score: Raw -688483.497075 + Penalty 2866.871227 = -685616.625848
  nChanged 465
		SP:Iteration 2F (39186.210000 sec): 3 clusters
  Score: Raw -688778.639893 + Penalty 2866.871227 = -685911.768666
  nChanged 407
		SP:Iteration 3F (39186.400000 sec): 3 clusters
  Score: Raw -689042.899777 + Penalty 2866.871227 = -686176.028550
  nChanged 342
		SP:Iteration 4F (39186.590000 sec): 3 clusters
  Score: Raw -689217.958347 + Penalty 2866.871227 = -686351.087120
  nChanged 291
		SP:Iteration 5Q (39186.750000 sec): 3 clusters
  Score: Raw -689410.950872 + Penalty 2866.871227 = -686544.079645
  nChanged 296
		SP:Iteration 6Q (39186.930000 sec): 3 clusters
  Score: Raw -689625.586244 + Penalty 2866.871227 = -686758.715017
  nChanged 330
		SP:Iteration 7Q (39187.110000 sec): 3 clusters
  Score: Raw -689893.213037 + Penalty 2866.871227 = -687026.341810
  nChanged 305
		SP:Iteration 8Q (39187.260000 sec): 3 clusters
  Score: Raw -690141.577399 + Penalty 2866.871227 = -687274.706172
  nChanged 280
		SP:Iteration 9Q (39187.470000 sec): 3 clusters
  Score: Raw -690293.782635 + Penalty 2866.871227 = -687426.911408
  nChanged 211
		SP:Iteration 10Q (39187.700000 sec): 3 clusters
  Score: Raw -690402.567222 + Penalty 2866.871227 = -687535.695995
  nChanged 202
		SP:Iteration 11Q (39187.880000 sec): 3 clusters
  Score: Raw -690516.964905 + Penalty 2866.871227 = -687650.093678
  nChanged 217
		SP:Iteration 12Q (39188.100000 sec): 3 clusters
  Score: Raw -690667.035335 + Penalty 2866.871227 = -687800.164108
  nChanged 243
		SP:Iteration 13Q (39188.330000 sec): 3 clusters
  Score: Raw -690867.637748 + Penalty 2866.871227 = -688000.766521
  nChanged 270
		SP:Iteration 14Q (39188.540000 sec): 3 clusters
  Score: Raw -691129.433204 + Penalty 2866.871227 = -688262.561977
  nChanged 253
		SP:Iteration 15Q (39188.760000 sec): 3 clusters
  Score: Raw -691388.867287 + Penalty 2866.871227 = -688521.996060
  nChanged 224
		SP:Iteration 16Q (39188.960000 sec): 3 clusters
  Score: Raw -691588.635608 + Penalty 2866.871227 = -688721.764381
  nChanged 178
		SP:Iteration 17Q (39189.150000 sec): 3 clusters
  Score: Raw -691711.625372 + Penalty 2866.871227 = -688844.754145
  nChanged 124
		SP:Iteration 18Q (39189.340000 sec): 3 clusters
  Score: Raw -691769.769469 + Penalty 2866.871227 = -688902.898242
  nChanged 69
		SP:Iteration 19Q (39189.550000 sec): 3 clusters
  Score: Raw -691796.732227 + Penalty 2866.871227 = -688929.861000
  nChanged 46
		SP:Iteration 20F (39189.740000 sec): 3 clusters
  Score: Raw -691810.807943 + Penalty 2866.871227 = -688943.936716
  nChanged 33
		SP:Iteration 21Q (39189.930000 sec): 3 clusters
  Score: Raw -691821.398721 + Penalty 2866.871227 = -688954.527495
  nChanged 23
		SP:Iteration 22Q (39190.160000 sec): 3 clusters
  Score: Raw -691827.231158 + Penalty 2866.871227 = -688960.359931
  nChanged 12
		SP:Iteration 23Q (39190.390000 sec): 3 clusters
  Score: Raw -691829.260331 + Penalty 2866.871227 = -688962.389104
  nChanged 9
		SP:Iteration 24Q (39190.580000 sec): 3 clusters
  Score: Raw -691831.265605 + Penalty 2866.871227 = -688964.394378
  nChanged 8
		SP:Iteration 25Q (39190.760000 sec): 3 clusters
  Score: Raw -691832.238021 + Penalty 2866.871227 = -688965.366794
  nChanged 5
		SP:Iteration 26Q (39190.960000 sec): 3 clusters
  Score: Raw -691833.427549 + Penalty 2866.871227 = -688966.556323
  nChanged 6
		SP:Iteration 27Q (39191.160000 sec): 3 clusters
  Score: Raw -691834.543540 + Penalty 2866.871227 = -688967.672313
  nChanged 2
		SP:Iteration 28Q (39191.340000 sec): 3 clusters
  Score: Raw -691834.753597 + Penalty 2866.871227 = -688967.882370
  nChanged 0
		SP:Iteration 29F (39191.500000 sec): 3 clusters
  Score: Raw -691834.753597 + Penalty 2866.871227 = -688967.882370
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (3777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39191.620000 sec): 2 clusters
  Score: Raw -356994.590138 + Penalty 1338.461365 = -355656.128773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39191.840000 sec): 3 clusters
  Score: Raw -355156.305836 + Penalty 2676.922730 = -352479.383106
  nChanged 1465
		SP:Iteration 1F (39192.020000 sec): 3 clusters
  Score: Raw -356044.481480 + Penalty 2676.922730 = -353367.558750
  nChanged 317
		SP:Iteration 2F (39192.220000 sec): 3 clusters
  Score: Raw -356260.866943 + Penalty 2676.922730 = -353583.944213
  nChanged 246
		SP:Iteration 3F (39192.370000 sec): 3 clusters
  Score: Raw -356447.508397 + Penalty 2676.922730 = -353770.585668
  nChanged 192
		SP:Iteration 4F (39192.580000 sec): 3 clusters
  Score: Raw -356603.924641 + Penalty 2676.922730 = -353927.001911
  nChanged 220
		SP:Iteration 5F (39192.740000 sec): 3 clusters
  Score: Raw -356857.413747 + Penalty 2676.922730 = -354180.491017
  nChanged 208
		SP:Iteration 6F (39192.940000 sec): 3 clusters
  Score: Raw -357140.343970 + Penalty 2676.922730 = -354463.421240
  nChanged 224
		SP:Iteration 7F (39193.130000 sec): 3 clusters
  Score: Raw -357406.234127 + Penalty 2676.922730 = -354729.311398
  nChanged 202
		SP:Iteration 8F (39193.300000 sec): 3 clusters
  Score: Raw -357669.743513 + Penalty 2676.922730 = -354992.820783
  nChanged 179
		SP:Iteration 9Q (39193.490000 sec): 3 clusters
  Score: Raw -357874.289214 + Penalty 2676.922730 = -355197.366485
  nChanged 147
		SP:Iteration 10Q (39193.640000 sec): 3 clusters
  Score: Raw -358019.868198 + Penalty 2676.922730 = -355342.945468
  nChanged 112
		SP:Iteration 11Q (39193.810000 sec): 3 clusters
  Score: Raw -358115.182666 + Penalty 2676.922730 = -355438.259936
  nChanged 90
		SP:Iteration 12Q (39194.040000 sec): 3 clusters
  Score: Raw -358174.343079 + Penalty 2676.922730 = -355497.420349
  nChanged 53
		SP:Iteration 13Q (39194.210000 sec): 3 clusters
  Score: Raw -358202.316495 + Penalty 2676.922730 = -355525.393765
  nChanged 52
		SP:Iteration 14Q (39194.370000 sec): 3 clusters
  Score: Raw -358234.881753 + Penalty 2676.922730 = -355557.959023
  nChanged 49
		SP:Iteration 15Q (39194.530000 sec): 3 clusters
  Score: Raw -358266.196796 + Penalty 2676.922730 = -355589.274066
  nChanged 42
		SP:Iteration 16Q (39194.730000 sec): 3 clusters
  Score: Raw -358297.312524 + Penalty 2676.922730 = -355620.389794
  nChanged 64
		SP:Iteration 17Q (39194.930000 sec): 3 clusters
  Score: Raw -358367.074731 + Penalty 2676.922730 = -355690.152001
  nChanged 75
		SP:Iteration 18Q (39195.120000 sec): 3 clusters
  Score: Raw -358450.738687 + Penalty 2676.922730 = -355773.815957
  nChanged 71
		SP:Iteration 19Q (39195.310000 sec): 3 clusters
  Score: Raw -358551.264634 + Penalty 2676.922730 = -355874.341904
  nChanged 86
		SP:Iteration 20F (39195.460000 sec): 3 clusters
  Score: Raw -358662.803546 + Penalty 2676.922730 = -355985.880816
  nChanged 60
		SP:Iteration 21Q (39195.650000 sec): 3 clusters
  Score: Raw -358743.132107 + Penalty 2676.922730 = -356066.209378
  nChanged 52
		SP:Iteration 22Q (39195.840000 sec): 3 clusters
  Score: Raw -358824.296225 + Penalty 2676.922730 = -356147.373495
  nChanged 55
		SP:Iteration 23Q (39196.050000 sec): 3 clusters
  Score: Raw -358900.393544 + Penalty 2676.922730 = -356223.470814
  nChanged 35
		SP:Iteration 24Q (39196.270000 sec): 3 clusters
  Score: Raw -358941.672933 + Penalty 2676.922730 = -356264.750203
  nChanged 22
		SP:Iteration 25Q (39196.450000 sec): 3 clusters
  Score: Raw -358957.878812 + Penalty 2676.922730 = -356280.956082
  nChanged 14
		SP:Iteration 26Q (39196.590000 sec): 3 clusters
  Score: Raw -358964.872338 + Penalty 2676.922730 = -356287.949608
  nChanged 3
		SP:Iteration 27Q (39196.760000 sec): 3 clusters
  Score: Raw -358966.189329 + Penalty 2676.922730 = -356289.266599
  nChanged 5
		SP:Iteration 28Q (39196.930000 sec): 3 clusters
  Score: Raw -358968.503715 + Penalty 2676.922730 = -356291.580986
  nChanged 2
		SP:Iteration 29Q (39197.120000 sec): 3 clusters
  Score: Raw -358970.058677 + Penalty 2676.922730 = -356293.135948
  nChanged 3
		SP:Iteration 30Q (39197.230000 sec): 3 clusters
  Score: Raw -358970.912524 + Penalty 2676.922730 = -356293.989794
  nChanged 1
		SP:Iteration 31Q (39197.370000 sec): 3 clusters
  Score: Raw -358971.160120 + Penalty 2676.922730 = -356294.237390
  nChanged 0
		SP:Iteration 32F (39197.570000 sec): 3 clusters
  Score: Raw -358971.160120 + Penalty 2676.922730 = -356294.237390
  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 7.98 GB.

 Trying to split cluster 42 (4964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39197.660000 sec): 2 clusters
  Score: Raw -413657.019355 + Penalty 1382.869661 = -412274.149693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39197.880000 sec): 3 clusters
  Score: Raw -411092.493048 + Penalty 2765.739323 = -408326.753725
  nChanged 2021
		SP:Iteration 1F (39198.080000 sec): 3 clusters
  Score: Raw -412384.615141 + Penalty 2765.739323 = -409618.875819
  nChanged 461
		SP:Iteration 2F (39198.280000 sec): 3 clusters
  Score: Raw -412784.462305 + Penalty 2765.739323 = -410018.722982
  nChanged 376
		SP:Iteration 3F (39198.490000 sec): 3 clusters
  Score: Raw -413088.362532 + Penalty 2765.739323 = -410322.623209
  nChanged 306
		SP:Iteration 4F (39198.710000 sec): 3 clusters
  Score: Raw -413320.242478 + Penalty 2765.739323 = -410554.503155
  nChanged 241
		SP:Iteration 5Q (39198.910000 sec): 3 clusters
  Score: Raw -413483.298928 + Penalty 2765.739323 = -410717.559606
  nChanged 204
		SP:Iteration 6Q (39199.060000 sec): 3 clusters
  Score: Raw -413611.389366 + Penalty 2765.739323 = -410845.650044
  nChanged 172
		SP:Iteration 7Q (39199.240000 sec): 3 clusters
  Score: Raw -413705.729107 + Penalty 2765.739323 = -410939.989785
  nChanged 152
		SP:Iteration 8Q (39199.370000 sec): 3 clusters
  Score: Raw -413785.602915 + Penalty 2765.739323 = -411019.863593
  nChanged 120
		SP:Iteration 9Q (39199.560000 sec): 3 clusters
  Score: Raw -413841.446215 + Penalty 2765.739323 = -411075.706892
  nChanged 101
		SP:Iteration 10Q (39199.760000 sec): 3 clusters
  Score: Raw -413887.598795 + Penalty 2765.739323 = -411121.859473
  nChanged 95
		SP:Iteration 11Q (39199.930000 sec): 3 clusters
  Score: Raw -413931.899080 + Penalty 2765.739323 = -411166.159757
  nChanged 92
		SP:Iteration 12Q (39200.120000 sec): 3 clusters
  Score: Raw -413974.020809 + Penalty 2765.739323 = -411208.281487
  nChanged 82
		SP:Iteration 13Q (39200.250000 sec): 3 clusters
  Score: Raw -414004.091201 + Penalty 2765.739323 = -411238.351879
  nChanged 56
		SP:Iteration 14Q (39200.440000 sec): 3 clusters
  Score: Raw -414020.892475 + Penalty 2765.739323 = -411255.153152
  nChanged 50
		SP:Iteration 15Q (39200.640000 sec): 3 clusters
  Score: Raw -414038.996285 + Penalty 2765.739323 = -411273.256962
  nChanged 48
		SP:Iteration 16Q (39200.800000 sec): 3 clusters
  Score: Raw -414058.197769 + Penalty 2765.739323 = -411292.458447
  nChanged 45
		SP:Iteration 17Q (39200.990000 sec): 3 clusters
  Score: Raw -414071.921164 + Penalty 2765.739323 = -411306.181842
  nChanged 31
		SP:Iteration 18Q (39201.180000 sec): 3 clusters
  Score: Raw -414081.509709 + Penalty 2765.739323 = -411315.770387
  nChanged 27
		SP:Iteration 19Q (39201.390000 sec): 3 clusters
  Score: Raw -414088.455205 + Penalty 2765.739323 = -411322.715883
  nChanged 23
		SP:Iteration 20F (39201.560000 sec): 3 clusters
  Score: Raw -414108.776830 + Penalty 2765.739323 = -411343.037508
  nChanged 25
		SP:Iteration 21Q (39201.780000 sec): 3 clusters
  Score: Raw -414134.435957 + Penalty 2765.739323 = -411368.696635
  nChanged 39
		SP:Iteration 22Q (39202.010000 sec): 3 clusters
  Score: Raw -414147.728085 + Penalty 2765.739323 = -411381.988762
  nChanged 30
		SP:Iteration 23Q (39202.150000 sec): 3 clusters
  Score: Raw -414157.258676 + Penalty 2765.739323 = -411391.519354
  nChanged 27
		SP:Iteration 24Q (39202.390000 sec): 3 clusters
  Score: Raw -414165.557036 + Penalty 2765.739323 = -411399.817713
  nChanged 24
		SP:Iteration 25Q (39202.590000 sec): 3 clusters
  Score: Raw -414173.936344 + Penalty 2765.739323 = -411408.197022
  nChanged 21
		SP:Iteration 26Q (39202.800000 sec): 3 clusters
  Score: Raw -414181.462837 + Penalty 2765.739323 = -411415.723514
  nChanged 18
		SP:Iteration 27Q (39202.990000 sec): 3 clusters
  Score: Raw -414188.212469 + Penalty 2765.739323 = -411422.473146
  nChanged 24
		SP:Iteration 28Q (39203.150000 sec): 3 clusters
  Score: Raw -414196.076809 + Penalty 2765.739323 = -411430.337486
  nChanged 17
		SP:Iteration 29Q (39203.350000 sec): 3 clusters
  Score: Raw -414201.517229 + Penalty 2765.739323 = -411435.777906
  nChanged 14
		SP:Iteration 30Q (39203.580000 sec): 3 clusters
  Score: Raw -414210.321201 + Penalty 2765.739323 = -411444.581878
  nChanged 22
		SP:Iteration 31Q (39203.720000 sec): 3 clusters
  Score: Raw -414219.998689 + Penalty 2765.739323 = -411454.259367
  nChanged 25
		SP:Iteration 32Q (39203.900000 sec): 3 clusters
  Score: Raw -414227.519882 + Penalty 2765.739323 = -411461.780559
  nChanged 22
		SP:Iteration 33Q (39204.050000 sec): 3 clusters
  Score: Raw -414231.535430 + Penalty 2765.739323 = -411465.796108
  nChanged 8
		SP:Iteration 34Q (39204.220000 sec): 3 clusters
  Score: Raw -414232.592741 + Penalty 2765.739323 = -411466.853419
  nChanged 6
		SP:Iteration 35Q (39204.410000 sec): 3 clusters
  Score: Raw -414233.993852 + Penalty 2765.739323 = -411468.254530
  nChanged 3
		SP:Iteration 36Q (39204.600000 sec): 3 clusters
  Score: Raw -414234.409976 + Penalty 2765.739323 = -411468.670653
  nChanged 4
		SP:Iteration 37Q (39204.790000 sec): 3 clusters
  Score: Raw -414235.087044 + Penalty 2765.739323 = -411469.347721
  nChanged 3
		SP:Iteration 38Q (39204.930000 sec): 3 clusters
  Score: Raw -414235.993820 + Penalty 2765.739323 = -411470.254497
  nChanged 5
		SP:Iteration 39Q (39205.090000 sec): 3 clusters
  Score: Raw -414237.226294 + Penalty 2765.739323 = -411471.486972
  nChanged 7
		SP:Iteration 40F (39205.310000 sec): 3 clusters
  Score: Raw -414238.335761 + Penalty 2765.739323 = -411472.596438
  nChanged 2
		SP:Iteration 41Q (39205.500000 sec): 3 clusters
  Score: Raw -414238.766893 + Penalty 2765.739323 = -411473.027570
  nChanged 2
		SP:Iteration 42Q (39205.680000 sec): 3 clusters
  Score: Raw -414239.182595 + Penalty 2765.739323 = -411473.443273
  nChanged 4
		SP:Iteration 43Q (39205.920000 sec): 3 clusters
  Score: Raw -414239.847516 + Penalty 2765.739323 = -411474.108194
  nChanged 0
		SP:Iteration 44F (39206.160000 sec): 3 clusters
  Score: Raw -414239.847516 + Penalty 2765.739323 = -411474.108194
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39206.220000 sec): 2 clusters
  Score: Raw -228684.842850 + Penalty 1253.344781 = -227431.498069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39206.450000 sec): 3 clusters
  Score: Raw -227690.939355 + Penalty 2506.689562 = -225184.249792
  nChanged 822
		SP:Iteration 1F (39206.630000 sec): 3 clusters
  Score: Raw -228239.015228 + Penalty 2506.689562 = -225732.325666
  nChanged 186
		SP:Iteration 2F (39206.820000 sec): 3 clusters
  Score: Raw -228405.241047 + Penalty 2506.689562 = -225898.551485
  nChanged 125
		SP:Iteration 3F (39207.030000 sec): 3 clusters
  Score: Raw -228517.487379 + Penalty 2506.689562 = -226010.797817
  nChanged 94
		SP:Iteration 4Q (39207.230000 sec): 3 clusters
  Score: Raw -228605.811260 + Penalty 2506.689562 = -226099.121697
  nChanged 89
		SP:Iteration 5Q (39207.440000 sec): 3 clusters
  Score: Raw -228675.696013 + Penalty 2506.689562 = -226169.006450
  nChanged 57
		SP:Iteration 6Q (39207.630000 sec): 3 clusters
  Score: Raw -228712.122441 + Penalty 2506.689562 = -226205.432879
  nChanged 39
		SP:Iteration 7Q (39207.760000 sec): 3 clusters
  Score: Raw -228734.676100 + Penalty 2506.689562 = -226227.986537
  nChanged 33
		SP:Iteration 8Q (39207.920000 sec): 3 clusters
  Score: Raw -228757.068456 + Penalty 2506.689562 = -226250.378894
  nChanged 32
		SP:Iteration 9Q (39208.130000 sec): 3 clusters
  Score: Raw -228781.418741 + Penalty 2506.689562 = -226274.729178
  nChanged 27
		SP:Iteration 10Q (39208.330000 sec): 3 clusters
  Score: Raw -228797.995694 + Penalty 2506.689562 = -226291.306131
  nChanged 31
		SP:Iteration 11Q (39208.470000 sec): 3 clusters
  Score: Raw -228814.152995 + Penalty 2506.689562 = -226307.463433
  nChanged 20
		SP:Iteration 12Q (39208.690000 sec): 3 clusters
  Score: Raw -228821.994226 + Penalty 2506.689562 = -226315.304663
  nChanged 15
		SP:Iteration 13Q (39208.850000 sec): 3 clusters
  Score: Raw -228827.807925 + Penalty 2506.689562 = -226321.118363
  nChanged 5
		SP:Iteration 14Q (39209.030000 sec): 3 clusters
  Score: Raw -228830.658416 + Penalty 2506.689562 = -226323.968854
  nChanged 5
		SP:Iteration 15Q (39209.190000 sec): 3 clusters
  Score: Raw -228833.249249 + Penalty 2506.689562 = -226326.559686
  nChanged 5
		SP:Iteration 16Q (39209.340000 sec): 3 clusters
  Score: Raw -228835.067478 + Penalty 2506.689562 = -226328.377915
  nChanged 6
		SP:Iteration 17Q (39209.530000 sec): 3 clusters
  Score: Raw -228837.139986 + Penalty 2506.689562 = -226330.450423
  nChanged 3
		SP:Iteration 18Q (39209.730000 sec): 3 clusters
  Score: Raw -228839.610784 + Penalty 2506.689562 = -226332.921221
  nChanged 6
		SP:Iteration 19Q (39209.900000 sec): 3 clusters
  Score: Raw -228842.982529 + Penalty 2506.689562 = -226336.292966
  nChanged 8
		SP:Iteration 20F (39210.110000 sec): 3 clusters
  Score: Raw -228847.166379 + Penalty 2506.689562 = -226340.476816
  nChanged 13
		SP:Iteration 21Q (39210.270000 sec): 3 clusters
  Score: Raw -228855.549706 + Penalty 2506.689562 = -226348.860143
  nChanged 13
		SP:Iteration 22Q (39210.420000 sec): 3 clusters
  Score: Raw -228863.860081 + Penalty 2506.689562 = -226357.170518
  nChanged 16
		SP:Iteration 23Q (39210.610000 sec): 3 clusters
  Score: Raw -228871.499359 + Penalty 2506.689562 = -226364.809796
  nChanged 15
		SP:Iteration 24Q (39210.810000 sec): 3 clusters
  Score: Raw -228879.508889 + Penalty 2506.689562 = -226372.819327
  nChanged 11
		SP:Iteration 25Q (39210.950000 sec): 3 clusters
  Score: Raw -228884.253826 + Penalty 2506.689562 = -226377.564263
  nChanged 13
		SP:Iteration 26Q (39211.150000 sec): 3 clusters
  Score: Raw -228890.218223 + Penalty 2506.689562 = -226383.528661
  nChanged 11
		SP:Iteration 27Q (39211.330000 sec): 3 clusters
  Score: Raw -228894.464641 + Penalty 2506.689562 = -226387.775078
  nChanged 7
		SP:Iteration 28Q (39211.550000 sec): 3 clusters
  Score: Raw -228897.342446 + Penalty 2506.689562 = -226390.652884
  nChanged 4
		SP:Iteration 29Q (39211.760000 sec): 3 clusters
  Score: Raw -228898.732359 + Penalty 2506.689562 = -226392.042796
  nChanged 3
		SP:Iteration 30Q (39211.970000 sec): 3 clusters
  Score: Raw -228899.714656 + Penalty 2506.689562 = -226393.025093
  nChanged 2
		SP:Iteration 31Q (39212.200000 sec): 3 clusters
  Score: Raw -228901.037930 + Penalty 2506.689562 = -226394.348368
  nChanged 5
		SP:Iteration 32Q (39212.390000 sec): 3 clusters
  Score: Raw -228903.228564 + Penalty 2506.689562 = -226396.539001
  nChanged 3
		SP:Iteration 33Q (39212.570000 sec): 3 clusters
  Score: Raw -228904.244915 + Penalty 2506.689562 = -226397.555352
  nChanged 0
		SP:Iteration 34F (39212.730000 sec): 3 clusters
  Score: Raw -228904.244915 + Penalty 2506.689562 = -226397.555352
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39212.870000 sec): 2 clusters
  Score: Raw -1180289.988709 + Penalty 1527.964710 = -1178762.023999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39213.150000 sec): 3 clusters
  Score: Raw -1173300.316906 + Penalty 3055.929420 = -1170244.387486
  nChanged 5298
		SP:Iteration 1F (39213.430000 sec): 3 clusters
  Score: Raw -1176395.391198 + Penalty 3055.929420 = -1173339.461778
  nChanged 835
		SP:Iteration 2F (39213.630000 sec): 3 clusters
  Score: Raw -1176876.967834 + Penalty 3055.929420 = -1173821.038414
  nChanged 767
		SP:Iteration 3F (39213.840000 sec): 3 clusters
  Score: Raw -1177304.969513 + Penalty 3055.929420 = -1174249.040093
  nChanged 740
		SP:Iteration 4F (39214.130000 sec): 3 clusters
  Score: Raw -1177765.318776 + Penalty 3055.929420 = -1174709.389356
  nChanged 730
		SP:Iteration 5F (39214.370000 sec): 3 clusters
  Score: Raw -1178246.353693 + Penalty 3055.929420 = -1175190.424273
  nChanged 671
		SP:Iteration 6F (39214.570000 sec): 3 clusters
  Score: Raw -1178694.798896 + Penalty 3055.929420 = -1175638.869476
  nChanged 660
		SP:Iteration 7F (39214.850000 sec): 3 clusters
  Score: Raw -1179127.256887 + Penalty 3055.929420 = -1176071.327467
  nChanged 559
		SP:Iteration 8Q (39215.040000 sec): 3 clusters
  Score: Raw -1179480.102705 + Penalty 3055.929420 = -1176424.173285
  nChanged 493
		SP:Iteration 9Q (39215.270000 sec): 3 clusters
  Score: Raw -1179776.249797 + Penalty 3055.929420 = -1176720.320377
  nChanged 440
		SP:Iteration 10Q (39215.520000 sec): 3 clusters
  Score: Raw -1180026.487198 + Penalty 3055.929420 = -1176970.557778
  nChanged 414
		SP:Iteration 11Q (39215.770000 sec): 3 clusters
  Score: Raw -1180251.429803 + Penalty 3055.929420 = -1177195.500383
  nChanged 336
		SP:Iteration 12Q (39216.050000 sec): 3 clusters
  Score: Raw -1180434.226849 + Penalty 3055.929420 = -1177378.297429
  nChanged 302
		SP:Iteration 13Q (39216.330000 sec): 3 clusters
  Score: Raw -1180602.025235 + Penalty 3055.929420 = -1177546.095815
  nChanged 266
		SP:Iteration 14Q (39216.580000 sec): 3 clusters
  Score: Raw -1180745.743043 + Penalty 3055.929420 = -1177689.813623
  nChanged 266
		SP:Iteration 15Q (39216.800000 sec): 3 clusters
  Score: Raw -1180891.082758 + Penalty 3055.929420 = -1177835.153338
  nChanged 221
		SP:Iteration 16Q (39217.010000 sec): 3 clusters
  Score: Raw -1181011.439120 + Penalty 3055.929420 = -1177955.509700
  nChanged 179
		SP:Iteration 17Q (39217.230000 sec): 3 clusters
  Score: Raw -1181097.923760 + Penalty 3055.929420 = -1178041.994341
  nChanged 129
		SP:Iteration 18Q (39217.520000 sec): 3 clusters
  Score: Raw -1181151.641546 + Penalty 3055.929420 = -1178095.712126
  nChanged 100
		SP:Iteration 19Q (39217.780000 sec): 3 clusters
  Score: Raw -1181193.762541 + Penalty 3055.929420 = -1178137.833121
  nChanged 77
		SP:Iteration 20F (39218.040000 sec): 3 clusters
  Score: Raw -1181225.254690 + Penalty 3055.929420 = -1178169.325270
  nChanged 65
		SP:Iteration 21Q (39218.330000 sec): 3 clusters
  Score: Raw -1181254.497710 + Penalty 3055.929420 = -1178198.568290
  nChanged 71
		SP:Iteration 22Q (39218.570000 sec): 3 clusters
  Score: Raw -1181287.396088 + Penalty 3055.929420 = -1178231.466668
  nChanged 61
		SP:Iteration 23Q (39218.800000 sec): 3 clusters
  Score: Raw -1181309.142953 + Penalty 3055.929420 = -1178253.213534
  nChanged 34
		SP:Iteration 24Q (39219.000000 sec): 3 clusters
  Score: Raw -1181320.528320 + Penalty 3055.929420 = -1178264.598900
  nChanged 34
		SP:Iteration 25Q (39219.270000 sec): 3 clusters
  Score: Raw -1181330.075703 + Penalty 3055.929420 = -1178274.146283
  nChanged 20
		SP:Iteration 26Q (39219.470000 sec): 3 clusters
  Score: Raw -1181337.674800 + Penalty 3055.929420 = -1178281.745380
  nChanged 23
		SP:Iteration 27Q (39219.700000 sec): 3 clusters
  Score: Raw -1181347.670362 + Penalty 3055.929420 = -1178291.740942
  nChanged 14
		SP:Iteration 28Q (39219.930000 sec): 3 clusters
  Score: Raw -1181353.250537 + Penalty 3055.929420 = -1178297.321117
  nChanged 19
		SP:Iteration 29Q (39220.210000 sec): 3 clusters
  Score: Raw -1181359.181339 + Penalty 3055.929420 = -1178303.251919
  nChanged 12
		SP:Iteration 30Q (39220.410000 sec): 3 clusters
  Score: Raw -1181362.120794 + Penalty 3055.929420 = -1178306.191374
  nChanged 13
		SP:Iteration 31Q (39220.670000 sec): 3 clusters
  Score: Raw -1181365.257579 + Penalty 3055.929420 = -1178309.328159
  nChanged 7
		SP:Iteration 32Q (39220.900000 sec): 3 clusters
  Score: Raw -1181366.915659 + Penalty 3055.929420 = -1178310.986239
  nChanged 5
		SP:Iteration 33Q (39221.130000 sec): 3 clusters
  Score: Raw -1181368.365627 + Penalty 3055.929420 = -1178312.436207
  nChanged 6
		SP:Iteration 34Q (39221.400000 sec): 3 clusters
  Score: Raw -1181370.122788 + Penalty 3055.929420 = -1178314.193368
  nChanged 4
		SP:Iteration 35Q (39221.640000 sec): 3 clusters
  Score: Raw -1181371.072607 + Penalty 3055.929420 = -1178315.143187
  nChanged 2
		SP:Iteration 36Q (39221.840000 sec): 3 clusters
  Score: Raw -1181371.587103 + Penalty 3055.929420 = -1178315.657684
  nChanged 2
		SP:Iteration 37Q (39222.090000 sec): 3 clusters
  Score: Raw -1181372.051865 + Penalty 3055.929420 = -1178316.122445
  nChanged 1
		SP:Iteration 38Q (39222.360000 sec): 3 clusters
  Score: Raw -1181372.109436 + Penalty 3055.929420 = -1178316.180016
  nChanged 0
		SP:Iteration 39F (39222.640000 sec): 3 clusters
  Score: Raw -1181372.109436 + Penalty 3055.929420 = -1178316.180016
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (6889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39222.810000 sec): 2 clusters
  Score: Raw -667679.557116 + Penalty 1436.123198 = -666243.433918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39222.990000 sec): 3 clusters
  Score: Raw -663961.266974 + Penalty 2872.246395 = -661089.020579
  nChanged 2887
		SP:Iteration 1F (39223.210000 sec): 3 clusters
  Score: Raw -665612.063373 + Penalty 2872.246395 = -662739.816978
  nChanged 517
		SP:Iteration 2F (39223.420000 sec): 3 clusters
  Score: Raw -665969.985003 + Penalty 2872.246395 = -663097.738608
  nChanged 463
		SP:Iteration 3F (39223.640000 sec): 3 clusters
  Score: Raw -666336.828120 + Penalty 2872.246395 = -663464.581725
  nChanged 442
		SP:Iteration 4F (39223.790000 sec): 3 clusters
  Score: Raw -666729.996028 + Penalty 2872.246395 = -663857.749633
  nChanged 411
		SP:Iteration 5F (39224.010000 sec): 3 clusters
  Score: Raw -667094.538056 + Penalty 2872.246395 = -664222.291661
  nChanged 389
		SP:Iteration 6F (39224.280000 sec): 3 clusters
  Score: Raw -667432.558332 + Penalty 2872.246395 = -664560.311937
  nChanged 336
		SP:Iteration 7Q (39224.480000 sec): 3 clusters
  Score: Raw -667769.820855 + Penalty 2872.246395 = -664897.574460
  nChanged 292
		SP:Iteration 8Q (39224.680000 sec): 3 clusters
  Score: Raw -668070.817149 + Penalty 2872.246395 = -665198.570754
  nChanged 205
		SP:Iteration 9Q (39224.910000 sec): 3 clusters
  Score: Raw -668233.425765 + Penalty 2872.246395 = -665361.179370
  nChanged 161
		SP:Iteration 10Q (39225.110000 sec): 3 clusters
  Score: Raw -668343.052707 + Penalty 2872.246395 = -665470.806312
  nChanged 115
		SP:Iteration 11Q (39225.310000 sec): 3 clusters
  Score: Raw -668426.757559 + Penalty 2872.246395 = -665554.511164
  nChanged 102
		SP:Iteration 12Q (39225.530000 sec): 3 clusters
  Score: Raw -668505.965640 + Penalty 2872.246395 = -665633.719244
  nChanged 92
		SP:Iteration 13Q (39225.750000 sec): 3 clusters
  Score: Raw -668573.559701 + Penalty 2872.246395 = -665701.313306
  nChanged 95
		SP:Iteration 14Q (39225.970000 sec): 3 clusters
  Score: Raw -668640.731729 + Penalty 2872.246395 = -665768.485334
  nChanged 81
		SP:Iteration 15Q (39226.170000 sec): 3 clusters
  Score: Raw -668691.414653 + Penalty 2872.246395 = -665819.168258
  nChanged 72
		SP:Iteration 16Q (39226.410000 sec): 3 clusters
  Score: Raw -668743.016981 + Penalty 2872.246395 = -665870.770586
  nChanged 62
		SP:Iteration 17Q (39226.580000 sec): 3 clusters
  Score: Raw -668788.087412 + Penalty 2872.246395 = -665915.841017
  nChanged 47
		SP:Iteration 18Q (39226.810000 sec): 3 clusters
  Score: Raw -668826.783049 + Penalty 2872.246395 = -665954.536654
  nChanged 54
		SP:Iteration 19Q (39226.960000 sec): 3 clusters
  Score: Raw -668872.056329 + Penalty 2872.246395 = -665999.809933
  nChanged 40
		SP:Iteration 20F (39227.150000 sec): 3 clusters
  Score: Raw -668908.913008 + Penalty 2872.246395 = -666036.666613
  nChanged 36
		SP:Iteration 21Q (39227.350000 sec): 3 clusters
  Score: Raw -668944.450047 + Penalty 2872.246395 = -666072.203652
  nChanged 44
		SP:Iteration 22Q (39227.550000 sec): 3 clusters
  Score: Raw -668983.341356 + Penalty 2872.246395 = -666111.094961
  nChanged 39
		SP:Iteration 23Q (39227.780000 sec): 3 clusters
  Score: Raw -669021.980813 + Penalty 2872.246395 = -666149.734418
  nChanged 29
		SP:Iteration 24Q (39227.960000 sec): 3 clusters
  Score: Raw -669055.346921 + Penalty 2872.246395 = -666183.100526
  nChanged 36
		SP:Iteration 25Q (39228.150000 sec): 3 clusters
  Score: Raw -669124.920821 + Penalty 2872.246395 = -666252.674426
  nChanged 37
		SP:Iteration 26Q (39228.370000 sec): 3 clusters
  Score: Raw -669197.585400 + Penalty 2872.246395 = -666325.339005
  nChanged 23
		SP:Iteration 27Q (39228.590000 sec): 3 clusters
  Score: Raw -669215.401979 + Penalty 2872.246395 = -666343.155584
  nChanged 20
		SP:Iteration 28Q (39228.800000 sec): 3 clusters
  Score: Raw -669226.357300 + Penalty 2872.246395 = -666354.110905
  nChanged 9
		SP:Iteration 29Q (39229.000000 sec): 3 clusters
  Score: Raw -669231.966046 + Penalty 2872.246395 = -666359.719651
  nChanged 6
		SP:Iteration 30Q (39229.210000 sec): 3 clusters
  Score: Raw -669235.569250 + Penalty 2872.246395 = -666363.322855
  nChanged 3
		SP:Iteration 31Q (39229.390000 sec): 3 clusters
  Score: Raw -669237.311685 + Penalty 2872.246395 = -666365.065290
  nChanged 2
		SP:Iteration 32Q (39229.570000 sec): 3 clusters
  Score: Raw -669237.980112 + Penalty 2872.246395 = -666365.733717
  nChanged 0
		SP:Iteration 33F (39229.790000 sec): 3 clusters
  Score: Raw -669237.980112 + Penalty 2872.246395 = -666365.733717
  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 7.98 GB.

 Trying to split cluster 46 (233772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39231.000000 sec): 2 clusters
  Score: Raw -22962676.573303 + Penalty 2008.841504 = -22960667.731800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39232.400000 sec): 3 clusters
  Score: Raw -22807292.042126 + Penalty 4017.683007 = -22803274.359119
  nChanged 113519
		SP:Iteration 1F (39233.720000 sec): 3 clusters
  Score: Raw -22876589.579066 + Penalty 4017.683007 = -22872571.896059
  nChanged 9115
		SP:Iteration 2Q (39235.010000 sec): 3 clusters
  Score: Raw -22879685.608053 + Penalty 4017.683007 = -22875667.925046
  nChanged 10650
		SP:Iteration 3Q (39236.570000 sec): 3 clusters
  Score: Raw -22884227.504174 + Penalty 4017.683007 = -22880209.821167
  nChanged 12345
		SP:Iteration 4F (39237.860000 sec): 3 clusters
  Score: Raw -22890471.311934 + Penalty 4017.683007 = -22886453.628927
  nChanged 13639
		SP:Iteration 5F (39239.210000 sec): 3 clusters
  Score: Raw -22897866.483054 + Penalty 4017.683007 = -22893848.800047
  nChanged 13863
		SP:Iteration 6F (39240.650000 sec): 3 clusters
  Score: Raw -22905424.543443 + Penalty 4017.683007 = -22901406.860436
  nChanged 13311
		SP:Iteration 7F (39242.290000 sec): 3 clusters
  Score: Raw -22912600.787418 + Penalty 4017.683007 = -22908583.104411
  nChanged 12199
		SP:Iteration 8F (39243.830000 sec): 3 clusters
  Score: Raw -22919190.957862 + Penalty 4017.683007 = -22915173.274855
  nChanged 10958
		SP:Iteration 9Q (39245.410000 sec): 3 clusters
  Score: Raw -22925391.631234 + Penalty 4017.683007 = -22921373.948227
  nChanged 9799
		SP:Iteration 10Q (39246.920000 sec): 3 clusters
  Score: Raw -22930965.427183 + Penalty 4017.683007 = -22926947.744176
  nChanged 8310
		SP:Iteration 11Q (39248.580000 sec): 3 clusters
  Score: Raw -22935317.273221 + Penalty 4017.683007 = -22931299.590214
  nChanged 6831
		SP:Iteration 12Q (39250.090000 sec): 3 clusters
  Score: Raw -22938384.018182 + Penalty 4017.683007 = -22934366.335175
  nChanged 5569
		SP:Iteration 13Q (39251.610000 sec): 3 clusters
  Score: Raw -22940645.164251 + Penalty 4017.683007 = -22936627.481244
  nChanged 4762
		SP:Iteration 14Q (39253.070000 sec): 3 clusters
  Score: Raw -22942643.458714 + Penalty 4017.683007 = -22938625.775706
  nChanged 4443
		SP:Iteration 15Q (39254.480000 sec): 3 clusters
  Score: Raw -22944590.948044 + Penalty 4017.683007 = -22940573.265037
  nChanged 4251
		SP:Iteration 16Q (39255.960000 sec): 3 clusters
  Score: Raw -22946491.415669 + Penalty 4017.683007 = -22942473.732662
  nChanged 4101
		SP:Iteration 17Q (39257.550000 sec): 3 clusters
  Score: Raw -22948215.097166 + Penalty 4017.683007 = -22944197.414159
  nChanged 3794
		SP:Iteration 18Q (39258.960000 sec): 3 clusters
  Score: Raw -22949607.249628 + Penalty 4017.683007 = -22945589.566621
  nChanged 3237
		SP:Iteration 19Q (39260.340000 sec): 3 clusters
  Score: Raw -22950559.269354 + Penalty 4017.683007 = -22946541.586347
  nChanged 2704
		SP:Iteration 20F (39261.840000 sec): 3 clusters
  Score: Raw -22951232.490779 + Penalty 4017.683007 = -22947214.807772
  nChanged 2275
		SP:Iteration 21Q (39263.210000 sec): 3 clusters
  Score: Raw -22951727.625095 + Penalty 4017.683007 = -22947709.942088
  nChanged 1946
		SP:Iteration 22Q (39264.640000 sec): 3 clusters
  Score: Raw -22952075.068138 + Penalty 4017.683007 = -22948057.385131
  nChanged 1596
		SP:Iteration 23Q (39265.950000 sec): 3 clusters
  Score: Raw -22952336.266479 + Penalty 4017.683007 = -22948318.583472
  nChanged 1410
		SP:Iteration 24Q (39267.410000 sec): 3 clusters
  Score: Raw -22952545.103711 + Penalty 4017.683007 = -22948527.420704
  nChanged 1198
		SP:Iteration 25Q (39268.880000 sec): 3 clusters
  Score: Raw -22952696.130063 + Penalty 4017.683007 = -22948678.447056
  nChanged 991
		SP:Iteration 26Q (39270.280000 sec): 3 clusters
  Score: Raw -22952810.245598 + Penalty 4017.683007 = -22948792.562591
  nChanged 919
		SP:Iteration 27Q (39271.850000 sec): 3 clusters
  Score: Raw -22952907.172230 + Penalty 4017.683007 = -22948889.489223
  nChanged 854
		SP:Iteration 28Q (39273.420000 sec): 3 clusters
  Score: Raw -22952990.868304 + Penalty 4017.683007 = -22948973.185296
  nChanged 806
		SP:Iteration 29Q (39274.980000 sec): 3 clusters
  Score: Raw -22953067.537523 + Penalty 4017.683007 = -22949049.854516
  nChanged 757
		SP:Iteration 30Q (39276.360000 sec): 3 clusters
  Score: Raw -22953139.445004 + Penalty 4017.683007 = -22949121.761997
  nChanged 841
		SP:Iteration 31Q (39277.760000 sec): 3 clusters
  Score: Raw -22953217.189604 + Penalty 4017.683007 = -22949199.506597
  nChanged 809
		SP:Iteration 32Q (39279.200000 sec): 3 clusters
  Score: Raw -22953287.959849 + Penalty 4017.683007 = -22949270.276842
  nChanged 855
		SP:Iteration 33Q (39280.660000 sec): 3 clusters
  Score: Raw -22953364.275969 + Penalty 4017.683007 = -22949346.592962
  nChanged 901
		SP:Iteration 34Q (39282.000000 sec): 3 clusters
  Score: Raw -22953446.229548 + Penalty 4017.683007 = -22949428.546541
  nChanged 988
		SP:Iteration 35Q (39283.440000 sec): 3 clusters
  Score: Raw -22953538.328922 + Penalty 4017.683007 = -22949520.645915
  nChanged 1001
		SP:Iteration 36Q (39284.890000 sec): 3 clusters
  Score: Raw -22953633.559522 + Penalty 4017.683007 = -22949615.876515
  nChanged 1024
		SP:Iteration 37Q (39286.260000 sec): 3 clusters
  Score: Raw -22953729.877140 + Penalty 4017.683007 = -22949712.194133
  nChanged 1021
		SP:Iteration 38Q (39287.700000 sec): 3 clusters
  Score: Raw -22953826.720588 + Penalty 4017.683007 = -22949809.037581
  nChanged 1018
		SP:Iteration 39Q (39289.240000 sec): 3 clusters
  Score: Raw -22953924.040002 + Penalty 4017.683007 = -22949906.356995
  nChanged 1044
		SP:Iteration 40F (39290.700000 sec): 3 clusters
  Score: Raw -22954022.282542 + Penalty 4017.683007 = -22950004.599535
  nChanged 1014
		SP:Iteration 41Q (39292.190000 sec): 3 clusters
  Score: Raw -22954116.294407 + Penalty 4017.683007 = -22950098.611400
  nChanged 1010
		SP:Iteration 42Q (39293.480000 sec): 3 clusters
  Score: Raw -22954214.237411 + Penalty 4017.683007 = -22950196.554404
  nChanged 1063
		SP:Iteration 43Q (39294.780000 sec): 3 clusters
  Score: Raw -22954319.259496 + Penalty 4017.683007 = -22950301.576489
  nChanged 1046
		SP:Iteration 44Q (39296.230000 sec): 3 clusters
  Score: Raw -22954421.842705 + Penalty 4017.683007 = -22950404.159698
  nChanged 1009
		SP:Iteration 45Q (39297.880000 sec): 3 clusters
  Score: Raw -22954517.564991 + Penalty 4017.683007 = -22950499.881984
  nChanged 978
		SP:Iteration 46Q (39299.510000 sec): 3 clusters
  Score: Raw -22954605.164409 + Penalty 4017.683007 = -22950587.481402
  nChanged 947
		SP:Iteration 47Q (39301.020000 sec): 3 clusters
  Score: Raw -22954687.880122 + Penalty 4017.683007 = -22950670.197115
  nChanged 887
		SP:Iteration 48Q (39302.680000 sec): 3 clusters
  Score: Raw -22954761.960084 + Penalty 4017.683007 = -22950744.277077
  nChanged 835
		SP:Iteration 49Q (39304.040000 sec): 3 clusters
  Score: Raw -22954824.811307 + Penalty 4017.683007 = -22950807.128299
  nChanged 767
		SP:Iteration 50Q (39305.460000 sec): 3 clusters
  Score: Raw -22954875.499856 + Penalty 4017.683007 = -22950857.816848
  nChanged 661
		SP:Iteration 51Q (39306.980000 sec): 3 clusters
  Score: Raw -22954914.201627 + Penalty 4017.683007 = -22950896.518620
  nChanged 628
		SP:Iteration 52Q (39308.430000 sec): 3 clusters
  Score: Raw -22954950.082836 + Penalty 4017.683007 = -22950932.399829
  nChanged 566
		SP:Iteration 53Q (39309.760000 sec): 3 clusters
  Score: Raw -22954980.376973 + Penalty 4017.683007 = -22950962.693966
  nChanged 576
		SP:Iteration 54Q (39311.120000 sec): 3 clusters
  Score: Raw -22955010.067282 + Penalty 4017.683007 = -22950992.384275
  nChanged 529
		SP:Iteration 55Q (39312.420000 sec): 3 clusters
  Score: Raw -22955035.082101 + Penalty 4017.683007 = -22951017.399094
  nChanged 471
		SP:Iteration 56Q (39313.860000 sec): 3 clusters
  Score: Raw -22955055.117175 + Penalty 4017.683007 = -22951037.434168
  nChanged 420
		SP:Iteration 57Q (39315.290000 sec): 3 clusters
  Score: Raw -22955070.807174 + Penalty 4017.683007 = -22951053.124167
  nChanged 379
		SP:Iteration 58Q (39316.700000 sec): 3 clusters
  Score: Raw -22955084.331894 + Penalty 4017.683007 = -22951066.648887
  nChanged 360
		SP:Iteration 59Q (39318.200000 sec): 3 clusters
  Score: Raw -22955095.867318 + Penalty 4017.683007 = -22951078.184311
  nChanged 329
		SP:Iteration 60F (39319.540000 sec): 3 clusters
  Score: Raw -22955105.556946 + Penalty 4017.683007 = -22951087.873939
  nChanged 318
		SP:Iteration 61Q (39320.880000 sec): 3 clusters
  Score: Raw -22955115.358204 + Penalty 4017.683007 = -22951097.675197
  nChanged 314
		SP:Iteration 62Q (39322.270000 sec): 3 clusters
  Score: Raw -22955124.662803 + Penalty 4017.683007 = -22951106.979796
  nChanged 286
		SP:Iteration 63Q (39323.770000 sec): 3 clusters
  Score: Raw -22955132.049216 + Penalty 4017.683007 = -22951114.366209
  nChanged 248
		SP:Iteration 64Q (39325.400000 sec): 3 clusters
  Score: Raw -22955137.477375 + Penalty 4017.683007 = -22951119.794368
  nChanged 194
		SP:Iteration 65Q (39326.950000 sec): 3 clusters
  Score: Raw -22955141.429993 + Penalty 4017.683007 = -22951123.746985
  nChanged 175
		SP:Iteration 66Q (39328.630000 sec): 3 clusters
  Score: Raw -22955144.764404 + Penalty 4017.683007 = -22951127.081397
  nChanged 153
		SP:Iteration 67Q (39330.210000 sec): 3 clusters
  Score: Raw -22955147.325747 + Penalty 4017.683007 = -22951129.642739
  nChanged 128
		SP:Iteration 68Q (39331.610000 sec): 3 clusters
  Score: Raw -22955149.335050 + Penalty 4017.683007 = -22951131.652043
  nChanged 104
		SP:Iteration 69Q (39332.950000 sec): 3 clusters
  Score: Raw -22955150.850885 + Penalty 4017.683007 = -22951133.167878
  nChanged 89
		SP:Iteration 70Q (39334.410000 sec): 3 clusters
  Score: Raw -22955152.152810 + Penalty 4017.683007 = -22951134.469803
  nChanged 88
		SP:Iteration 71Q (39335.850000 sec): 3 clusters
  Score: Raw -22955153.331291 + Penalty 4017.683007 = -22951135.648284
  nChanged 80
		SP:Iteration 72Q (39337.270000 sec): 3 clusters
  Score: Raw -22955154.210084 + Penalty 4017.683007 = -22951136.527077
  nChanged 68
		SP:Iteration 73Q (39338.670000 sec): 3 clusters
  Score: Raw -22955154.872016 + Penalty 4017.683007 = -22951137.189009
  nChanged 52
		SP:Iteration 74Q (39340.080000 sec): 3 clusters
  Score: Raw -22955155.338446 + Penalty 4017.683007 = -22951137.655438
  nChanged 41
		SP:Iteration 75Q (39341.540000 sec): 3 clusters
  Score: Raw -22955155.706256 + Penalty 4017.683007 = -22951138.023248
  nChanged 42
		SP:Iteration 76Q (39342.960000 sec): 3 clusters
  Score: Raw -22955156.006147 + Penalty 4017.683007 = -22951138.323140
  nChanged 32
		SP:Iteration 77Q (39344.400000 sec): 3 clusters
  Score: Raw -22955156.223389 + Penalty 4017.683007 = -22951138.540382
  nChanged 34
		SP:Iteration 78Q (39345.800000 sec): 3 clusters
  Score: Raw -22955156.492197 + Penalty 4017.683007 = -22951138.809190
  nChanged 36
		SP:Iteration 79Q (39347.150000 sec): 3 clusters
  Score: Raw -22955156.784970 + Penalty 4017.683007 = -22951139.101962
  nChanged 35
		SP:Iteration 80F (39348.480000 sec): 3 clusters
  Score: Raw -22955157.040875 + Penalty 4017.683007 = -22951139.357868
  nChanged 25
		SP:Iteration 81Q (39349.960000 sec): 3 clusters
  Score: Raw -22955157.204998 + Penalty 4017.683007 = -22951139.521991
  nChanged 29
		SP:Iteration 82Q (39351.460000 sec): 3 clusters
  Score: Raw -22955157.362308 + Penalty 4017.683007 = -22951139.679301
  nChanged 25
		SP:Iteration 83Q (39353.000000 sec): 3 clusters
  Score: Raw -22955157.520204 + Penalty 4017.683007 = -22951139.837196
  nChanged 31
		SP:Iteration 84Q (39354.540000 sec): 3 clusters
  Score: Raw -22955157.808076 + Penalty 4017.683007 = -22951140.125068
  nChanged 34
		SP:Iteration 85Q (39356.010000 sec): 3 clusters
  Score: Raw -22955158.008852 + Penalty 4017.683007 = -22951140.325845
  nChanged 22
		SP:Iteration 86Q (39357.700000 sec): 3 clusters
  Score: Raw -22955158.133594 + Penalty 4017.683007 = -22951140.450586
  nChanged 22
		SP:Iteration 87Q (39359.310000 sec): 3 clusters
  Score: Raw -22955158.236243 + Penalty 4017.683007 = -22951140.553236
  nChanged 20
		SP:Iteration 88Q (39360.850000 sec): 3 clusters
  Score: Raw -22955158.325896 + Penalty 4017.683007 = -22951140.642889
  nChanged 16
		SP:Iteration 89Q (39362.400000 sec): 3 clusters
  Score: Raw -22955158.415604 + Penalty 4017.683007 = -22951140.732596
  nChanged 10
		SP:Iteration 90Q (39363.790000 sec): 3 clusters
  Score: Raw -22955158.459940 + Penalty 4017.683007 = -22951140.776933
  nChanged 15
		SP:Iteration 91Q (39365.120000 sec): 3 clusters
  Score: Raw -22955158.593800 + Penalty 4017.683007 = -22951140.910792
  nChanged 19
		SP:Iteration 92Q (39366.410000 sec): 3 clusters
  Score: Raw -22955158.741047 + Penalty 4017.683007 = -22951141.058040
  nChanged 24
		SP:Iteration 93Q (39367.680000 sec): 3 clusters
  Score: Raw -22955158.891717 + Penalty 4017.683007 = -22951141.208710
  nChanged 32
		SP:Iteration 94Q (39369.100000 sec): 3 clusters
  Score: Raw -22955159.118066 + Penalty 4017.683007 = -22951141.435059
  nChanged 24
		SP:Iteration 95Q (39370.560000 sec): 3 clusters
  Score: Raw -22955159.264695 + Penalty 4017.683007 = -22951141.581688
  nChanged 26
		SP:Iteration 96Q (39371.930000 sec): 3 clusters
  Score: Raw -22955159.452532 + Penalty 4017.683007 = -22951141.769525
  nChanged 28
		SP:Iteration 97Q (39373.470000 sec): 3 clusters
  Score: Raw -22955159.632008 + Penalty 4017.683007 = -22951141.949001
  nChanged 23
		SP:Iteration 98Q (39374.850000 sec): 3 clusters
  Score: Raw -22955159.813337 + Penalty 4017.683007 = -22951142.130330
  nChanged 21
		SP:Iteration 99Q (39376.310000 sec): 3 clusters
  Score: Raw -22955159.951344 + Penalty 4017.683007 = -22951142.268337
  nChanged 18
		SP:Iteration 100F (39378.130000 sec): 3 clusters
  Score: Raw -22955160.047324 + Penalty 4017.683007 = -22951142.364317
  nChanged 18
		SP:Iteration 101Q (39379.870000 sec): 3 clusters
  Score: Raw -22955160.127346 + Penalty 4017.683007 = -22951142.444339
  nChanged 14
		SP:Iteration 102Q (39381.480000 sec): 3 clusters
  Score: Raw -22955160.189710 + Penalty 4017.683007 = -22951142.506703
  nChanged 12
		SP:Iteration 103Q (39383.030000 sec): 3 clusters
  Score: Raw -22955160.242774 + Penalty 4017.683007 = -22951142.559767
  nChanged 10
		SP:Iteration 104Q (39384.520000 sec): 3 clusters
  Score: Raw -22955160.289678 + Penalty 4017.683007 = -22951142.606671
  nChanged 5
		SP:Iteration 105Q (39386.020000 sec): 3 clusters
  Score: Raw -22955160.317338 + Penalty 4017.683007 = -22951142.634331
  nChanged 5
		SP:Iteration 106Q (39387.500000 sec): 3 clusters
  Score: Raw -22955160.341875 + Penalty 4017.683007 = -22951142.658868
  nChanged 5
		SP:Iteration 107Q (39388.960000 sec): 3 clusters
  Score: Raw -22955160.365818 + Penalty 4017.683007 = -22951142.682811
  nChanged 6
		SP:Iteration 108Q (39390.400000 sec): 3 clusters
  Score: Raw -22955160.388424 + Penalty 4017.683007 = -22951142.705417
  nChanged 9
		SP:Iteration 109Q (39391.940000 sec): 3 clusters
  Score: Raw -22955160.431110 + Penalty 4017.683007 = -22951142.748103
  nChanged 11
		SP:Iteration 110Q (39393.380000 sec): 3 clusters
  Score: Raw -22955160.468816 + Penalty 4017.683007 = -22951142.785809
  nChanged 2
		SP:Iteration 111Q (39394.760000 sec): 3 clusters
  Score: Raw -22955160.479183 + Penalty 4017.683007 = -22951142.796176
  nChanged 3
		SP:Iteration 112Q (39396.230000 sec): 3 clusters
  Score: Raw -22955160.488170 + Penalty 4017.683007 = -22951142.805163
  nChanged 3
		SP:Iteration 113Q (39397.680000 sec): 3 clusters
  Score: Raw -22955160.497486 + Penalty 4017.683007 = -22951142.814479
  nChanged 6
		SP:Iteration 114Q (39399.090000 sec): 3 clusters
  Score: Raw -22955160.522940 + Penalty 4017.683007 = -22951142.839933
  nChanged 9
		SP:Iteration 115Q (39400.510000 sec): 3 clusters
  Score: Raw -22955160.569502 + Penalty 4017.683007 = -22951142.886495
  nChanged 7
		SP:Iteration 116Q (39401.940000 sec): 3 clusters
  Score: Raw -22955160.600805 + Penalty 4017.683007 = -22951142.917798
  nChanged 6
		SP:Iteration 117Q (39403.450000 sec): 3 clusters
  Score: Raw -22955160.621222 + Penalty 4017.683007 = -22951142.938215
  nChanged 7
		SP:Iteration 118Q (39404.940000 sec): 3 clusters
  Score: Raw -22955160.652504 + Penalty 4017.683007 = -22951142.969497
  nChanged 6
		SP:Iteration 119Q (39406.610000 sec): 3 clusters
  Score: Raw -22955160.678019 + Penalty 4017.683007 = -22951142.995012
  nChanged 4
		SP:Iteration 120F (39408.790000 sec): 3 clusters
  Score: Raw -22955160.686930 + Penalty 4017.683007 = -22951143.003923
  nChanged 2
		SP:Iteration 121Q (39410.890000 sec): 3 clusters
  Score: Raw -22955160.690084 + Penalty 4017.683007 = -22951143.007077
  nChanged 3
		SP:Iteration 122Q (39412.810000 sec): 3 clusters
  Score: Raw -22955160.694813 + Penalty 4017.683007 = -22951143.011805
  nChanged 3
		SP:Iteration 123Q (39414.520000 sec): 3 clusters
  Score: Raw -22955160.702470 + Penalty 4017.683007 = -22951143.019462
  nChanged 3
		SP:Iteration 124Q (39415.960000 sec): 3 clusters
  Score: Raw -22955160.718196 + Penalty 4017.683007 = -22951143.035189
  nChanged 4
		SP:Iteration 125Q (39417.310000 sec): 3 clusters
  Score: Raw -22955160.730643 + Penalty 4017.683007 = -22951143.047636
  nChanged 4
		SP:Iteration 126Q (39418.700000 sec): 3 clusters
  Score: Raw -22955160.750984 + Penalty 4017.683007 = -22951143.067977
  nChanged 5
		SP:Iteration 127Q (39420.220000 sec): 3 clusters
  Score: Raw -22955160.781833 + Penalty 4017.683007 = -22951143.098826
  nChanged 4
		SP:Iteration 128Q (39421.700000 sec): 3 clusters
  Score: Raw -22955160.796287 + Penalty 4017.683007 = -22951143.113280
  nChanged 1
		SP:Iteration 129Q (39423.120000 sec): 3 clusters
  Score: Raw -22955160.800458 + Penalty 4017.683007 = -22951143.117451
  nChanged 2
		SP:Iteration 130Q (39424.590000 sec): 3 clusters
  Score: Raw -22955160.807297 + Penalty 4017.683007 = -22951143.124290
  nChanged 2
		SP:Iteration 131Q (39426.120000 sec): 3 clusters
  Score: Raw -22955160.820180 + Penalty 4017.683007 = -22951143.137172
  nChanged 6
		SP:Iteration 132Q (39427.600000 sec): 3 clusters
  Score: Raw -22955160.847104 + Penalty 4017.683007 = -22951143.164097
  nChanged 8
		SP:Iteration 133Q (39429.060000 sec): 3 clusters
  Score: Raw -22955160.890587 + Penalty 4017.683007 = -22951143.207580
  nChanged 6
		SP:Iteration 134Q (39430.460000 sec): 3 clusters
  Score: Raw -22955160.911190 + Penalty 4017.683007 = -22951143.228183
  nChanged 2
		SP:Iteration 135Q (39431.740000 sec): 3 clusters
  Score: Raw -22955160.914783 + Penalty 4017.683007 = -22951143.231776
  nChanged 0
		SP:Iteration 136F (39433.200000 sec): 3 clusters
  Score: Raw -22955160.914783 + Penalty 4017.683007 = -22951143.231776
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (42131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39433.610000 sec): 2 clusters
  Score: Raw -4372381.498079 + Penalty 1730.387602 = -4370651.110477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39434.030000 sec): 3 clusters
  Score: Raw -4345964.509383 + Penalty 3460.775204 = -4342503.734179
  nChanged 19557
		SP:Iteration 1F (39434.480000 sec): 3 clusters
  Score: Raw -4359065.596563 + Penalty 3460.775204 = -4355604.821358
  nChanged 3908
		SP:Iteration 2F (39434.920000 sec): 3 clusters
  Score: Raw -4362953.400259 + Penalty 3460.775204 = -4359492.625054
  nChanged 4344
		SP:Iteration 3F (39435.310000 sec): 3 clusters
  Score: Raw -4366978.270302 + Penalty 3460.775204 = -4363517.495097
  nChanged 3483
		SP:Iteration 4F (39435.800000 sec): 3 clusters
  Score: Raw -4369484.968143 + Penalty 3460.775204 = -4366024.192938
  nChanged 2381
		SP:Iteration 5F (39436.210000 sec): 3 clusters
  Score: Raw -4370736.455412 + Penalty 3460.775204 = -4367275.680207
  nChanged 1591
		SP:Iteration 6Q (39436.620000 sec): 3 clusters
  Score: Raw -4371355.133564 + Penalty 3460.775204 = -4367894.358360
  nChanged 1152
		SP:Iteration 7Q (39437.100000 sec): 3 clusters
  Score: Raw -4371784.799622 + Penalty 3460.775204 = -4368324.024418
  nChanged 1036
		SP:Iteration 8Q (39437.520000 sec): 3 clusters
  Score: Raw -4372169.573213 + Penalty 3460.775204 = -4368708.798009
  nChanged 1085
		SP:Iteration 9Q (39437.950000 sec): 3 clusters
  Score: Raw -4372633.455027 + Penalty 3460.775204 = -4369172.679822
  nChanged 1260
		SP:Iteration 10Q (39438.430000 sec): 3 clusters
  Score: Raw -4373267.010814 + Penalty 3460.775204 = -4369806.235609
  nChanged 1437
		SP:Iteration 11Q (39438.890000 sec): 3 clusters
  Score: Raw -4374140.904388 + Penalty 3460.775204 = -4370680.129184
  nChanged 1517
		SP:Iteration 12Q (39439.370000 sec): 3 clusters
  Score: Raw -4375273.829667 + Penalty 3460.775204 = -4371813.054463
  nChanged 1500
		SP:Iteration 13Q (39439.780000 sec): 3 clusters
  Score: Raw -4376658.087065 + Penalty 3460.775204 = -4373197.311860
  nChanged 1469
		SP:Iteration 14Q (39440.250000 sec): 3 clusters
  Score: Raw -4378319.008823 + Penalty 3460.775204 = -4374858.233619
  nChanged 1198
		SP:Iteration 15Q (39440.680000 sec): 3 clusters
  Score: Raw -4379566.931863 + Penalty 3460.775204 = -4376106.156658
  nChanged 866
		SP:Iteration 16Q (39441.120000 sec): 3 clusters
  Score: Raw -4380086.384798 + Penalty 3460.775204 = -4376625.609593
  nChanged 602
		SP:Iteration 17Q (39441.570000 sec): 3 clusters
  Score: Raw -4380288.590965 + Penalty 3460.775204 = -4376827.815761
  nChanged 436
		SP:Iteration 18Q (39441.980000 sec): 3 clusters
  Score: Raw -4380382.473777 + Penalty 3460.775204 = -4376921.698572
  nChanged 328
		SP:Iteration 19Q (39442.370000 sec): 3 clusters
  Score: Raw -4380438.032160 + Penalty 3460.775204 = -4376977.256956
  nChanged 237
		SP:Iteration 20F (39442.770000 sec): 3 clusters
  Score: Raw -4380469.719054 + Penalty 3460.775204 = -4377008.943850
  nChanged 182
		SP:Iteration 21Q (39443.180000 sec): 3 clusters
  Score: Raw -4380492.689282 + Penalty 3460.775204 = -4377031.914078
  nChanged 177
		SP:Iteration 22Q (39443.570000 sec): 3 clusters
  Score: Raw -4380513.221820 + Penalty 3460.775204 = -4377052.446616
  nChanged 139
		SP:Iteration 23Q (39444.010000 sec): 3 clusters
  Score: Raw -4380526.125757 + Penalty 3460.775204 = -4377065.350553
  nChanged 106
		SP:Iteration 24Q (39444.420000 sec): 3 clusters
  Score: Raw -4380534.431019 + Penalty 3460.775204 = -4377073.655814
  nChanged 79
		SP:Iteration 25Q (39444.870000 sec): 3 clusters
  Score: Raw -4380539.005905 + Penalty 3460.775204 = -4377078.230701
  nChanged 40
		SP:Iteration 26Q (39445.300000 sec): 3 clusters
  Score: Raw -4380541.141255 + Penalty 3460.775204 = -4377080.366051
  nChanged 42
		SP:Iteration 27Q (39445.710000 sec): 3 clusters
  Score: Raw -4380543.382252 + Penalty 3460.775204 = -4377082.607048
  nChanged 32
		SP:Iteration 28Q (39446.150000 sec): 3 clusters
  Score: Raw -4380544.962522 + Penalty 3460.775204 = -4377084.187318
  nChanged 27
		SP:Iteration 29Q (39446.550000 sec): 3 clusters
  Score: Raw -4380546.435075 + Penalty 3460.775204 = -4377085.659870
  nChanged 28
		SP:Iteration 30Q (39446.940000 sec): 3 clusters
  Score: Raw -4380547.905231 + Penalty 3460.775204 = -4377087.130027
  nChanged 26
		SP:Iteration 31Q (39447.310000 sec): 3 clusters
  Score: Raw -4380549.112482 + Penalty 3460.775204 = -4377088.337278
  nChanged 20
		SP:Iteration 32Q (39447.750000 sec): 3 clusters
  Score: Raw -4380550.036221 + Penalty 3460.775204 = -4377089.261017
  nChanged 24
		SP:Iteration 33Q (39448.170000 sec): 3 clusters
  Score: Raw -4380551.307276 + Penalty 3460.775204 = -4377090.532072
  nChanged 21
		SP:Iteration 34Q (39448.570000 sec): 3 clusters
  Score: Raw -4380552.353116 + Penalty 3460.775204 = -4377091.577912
  nChanged 20
		SP:Iteration 35Q (39449.000000 sec): 3 clusters
  Score: Raw -4380553.440475 + Penalty 3460.775204 = -4377092.665271
  nChanged 26
		SP:Iteration 36Q (39449.410000 sec): 3 clusters
  Score: Raw -4380554.538407 + Penalty 3460.775204 = -4377093.763202
  nChanged 21
		SP:Iteration 37Q (39449.830000 sec): 3 clusters
  Score: Raw -4380555.517014 + Penalty 3460.775204 = -4377094.741809
  nChanged 18
		SP:Iteration 38Q (39450.170000 sec): 3 clusters
  Score: Raw -4380556.156110 + Penalty 3460.775204 = -4377095.380905
  nChanged 12
		SP:Iteration 39Q (39450.560000 sec): 3 clusters
  Score: Raw -4380556.556952 + Penalty 3460.775204 = -4377095.781748
  nChanged 10
		SP:Iteration 40F (39450.970000 sec): 3 clusters
  Score: Raw -4380556.912196 + Penalty 3460.775204 = -4377096.136992
  nChanged 8
		SP:Iteration 41Q (39451.350000 sec): 3 clusters
  Score: Raw -4380557.187480 + Penalty 3460.775204 = -4377096.412276
  nChanged 3
		SP:Iteration 42Q (39451.720000 sec): 3 clusters
  Score: Raw -4380557.294879 + Penalty 3460.775204 = -4377096.519675
  nChanged 4
		SP:Iteration 43Q (39452.090000 sec): 3 clusters
  Score: Raw -4380557.440539 + Penalty 3460.775204 = -4377096.665335
  nChanged 5
		SP:Iteration 44Q (39452.540000 sec): 3 clusters
  Score: Raw -4380557.661452 + Penalty 3460.775204 = -4377096.886248
  nChanged 4
		SP:Iteration 45Q (39452.910000 sec): 3 clusters
  Score: Raw -4380557.852802 + Penalty 3460.775204 = -4377097.077597
  nChanged 5
		SP:Iteration 46Q (39453.370000 sec): 3 clusters
  Score: Raw -4380558.041508 + Penalty 3460.775204 = -4377097.266304
  nChanged 4
		SP:Iteration 47Q (39453.750000 sec): 3 clusters
  Score: Raw -4380558.142248 + Penalty 3460.775204 = -4377097.367044
  nChanged 3
		SP:Iteration 48Q (39454.180000 sec): 3 clusters
  Score: Raw -4380558.226404 + Penalty 3460.775204 = -4377097.451199
  nChanged 3
		SP:Iteration 49Q (39454.580000 sec): 3 clusters
  Score: Raw -4380558.305540 + Penalty 3460.775204 = -4377097.530336
  nChanged 2
		SP:Iteration 50Q (39454.970000 sec): 3 clusters
  Score: Raw -4380558.393350 + Penalty 3460.775204 = -4377097.618145
  nChanged 4
		SP:Iteration 51Q (39455.410000 sec): 3 clusters
  Score: Raw -4380558.520718 + Penalty 3460.775204 = -4377097.745514
  nChanged 3
		SP:Iteration 52Q (39455.810000 sec): 3 clusters
  Score: Raw -4380558.619495 + Penalty 3460.775204 = -4377097.844291
  nChanged 2
		SP:Iteration 53Q (39456.220000 sec): 3 clusters
  Score: Raw -4380558.703234 + Penalty 3460.775204 = -4377097.928029
  nChanged 3
		SP:Iteration 54Q (39456.650000 sec): 3 clusters
  Score: Raw -4380558.818406 + Penalty 3460.775204 = -4377098.043202
  nChanged 3
		SP:Iteration 55Q (39457.130000 sec): 3 clusters
  Score: Raw -4380558.920603 + Penalty 3460.775204 = -4377098.145399
  nChanged 2
		SP:Iteration 56Q (39457.570000 sec): 3 clusters
  Score: Raw -4380558.969521 + Penalty 3460.775204 = -4377098.194316
  nChanged 1
		SP:Iteration 57Q (39458.130000 sec): 3 clusters
  Score: Raw -4380559.011508 + Penalty 3460.775204 = -4377098.236304
  nChanged 2
		SP:Iteration 58Q (39458.610000 sec): 3 clusters
  Score: Raw -4380559.081074 + Penalty 3460.775204 = -4377098.305869
  nChanged 3
		SP:Iteration 59Q (39459.020000 sec): 3 clusters
  Score: Raw -4380559.148684 + Penalty 3460.775204 = -4377098.373479
  nChanged 1
		SP:Iteration 60F (39459.520000 sec): 3 clusters
  Score: Raw -4380559.170617 + Penalty 3460.775204 = -4377098.395413
  nChanged 1
		SP:Iteration 61Q (39459.910000 sec): 3 clusters
  Score: Raw -4380559.196964 + Penalty 3460.775204 = -4377098.421760
  nChanged 1
		SP:Iteration 62Q (39460.330000 sec): 3 clusters
  Score: Raw -4380559.231101 + Penalty 3460.775204 = -4377098.455896
  nChanged 1
		SP:Iteration 63Q (39460.710000 sec): 3 clusters
  Score: Raw -4380559.272412 + Penalty 3460.775204 = -4377098.497208
  nChanged 1
		SP:Iteration 64Q (39461.070000 sec): 3 clusters
  Score: Raw -4380559.305043 + Penalty 3460.775204 = -4377098.529839
  nChanged 0
		SP:Iteration 65F (39461.510000 sec): 3 clusters
  Score: Raw -4380559.305043 + Penalty 3460.775204 = -4377098.529839
  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 7.98 GB.

 Trying to split cluster 48 (12991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39461.670000 sec): 2 clusters
  Score: Raw -1224648.458055 + Penalty 1539.201964 = -1223109.256090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39461.960000 sec): 3 clusters
  Score: Raw -1217191.132871 + Penalty 3078.403929 = -1214112.728942
  nChanged 5644
		SP:Iteration 1F (39462.210000 sec): 3 clusters
  Score: Raw -1220684.993550 + Penalty 3078.403929 = -1217606.589621
  nChanged 919
		SP:Iteration 2F (39462.420000 sec): 3 clusters
  Score: Raw -1221220.524453 + Penalty 3078.403929 = -1218142.120524
  nChanged 811
		SP:Iteration 3F (39462.670000 sec): 3 clusters
  Score: Raw -1221740.807721 + Penalty 3078.403929 = -1218662.403792
  nChanged 758
		SP:Iteration 4F (39462.870000 sec): 3 clusters
  Score: Raw -1222216.942351 + Penalty 3078.403929 = -1219138.538422
  nChanged 646
		SP:Iteration 5Q (39463.070000 sec): 3 clusters
  Score: Raw -1222579.912667 + Penalty 3078.403929 = -1219501.508738
  nChanged 553
		SP:Iteration 6Q (39463.340000 sec): 3 clusters
  Score: Raw -1222913.730683 + Penalty 3078.403929 = -1219835.326754
  nChanged 514
		SP:Iteration 7Q (39463.600000 sec): 3 clusters
  Score: Raw -1223247.102874 + Penalty 3078.403929 = -1220168.698945
  nChanged 485
		SP:Iteration 8Q (39463.890000 sec): 3 clusters
  Score: Raw -1223525.991815 + Penalty 3078.403929 = -1220447.587886
  nChanged 395
		SP:Iteration 9Q (39464.140000 sec): 3 clusters
  Score: Raw -1223721.775176 + Penalty 3078.403929 = -1220643.371247
  nChanged 374
		SP:Iteration 10Q (39464.350000 sec): 3 clusters
  Score: Raw -1223912.394744 + Penalty 3078.403929 = -1220833.990815
  nChanged 360
		SP:Iteration 11Q (39464.610000 sec): 3 clusters
  Score: Raw -1224074.338543 + Penalty 3078.403929 = -1220995.934614
  nChanged 309
		SP:Iteration 12Q (39464.890000 sec): 3 clusters
  Score: Raw -1224206.031330 + Penalty 3078.403929 = -1221127.627401
  nChanged 285
		SP:Iteration 13Q (39465.140000 sec): 3 clusters
  Score: Raw -1224340.186081 + Penalty 3078.403929 = -1221261.782152
  nChanged 264
		SP:Iteration 14Q (39465.430000 sec): 3 clusters
  Score: Raw -1224449.192946 + Penalty 3078.403929 = -1221370.789017
  nChanged 223
		SP:Iteration 15Q (39465.630000 sec): 3 clusters
  Score: Raw -1224544.548895 + Penalty 3078.403929 = -1221466.144966
  nChanged 203
		SP:Iteration 16Q (39465.920000 sec): 3 clusters
  Score: Raw -1224635.228354 + Penalty 3078.403929 = -1221556.824425
  nChanged 199
		SP:Iteration 17Q (39466.160000 sec): 3 clusters
  Score: Raw -1224712.936850 + Penalty 3078.403929 = -1221634.532921
  nChanged 158
		SP:Iteration 18Q (39466.450000 sec): 3 clusters
  Score: Raw -1224777.269976 + Penalty 3078.403929 = -1221698.866047
  nChanged 151
		SP:Iteration 19Q (39466.650000 sec): 3 clusters
  Score: Raw -1224849.125887 + Penalty 3078.403929 = -1221770.721958
  nChanged 161
		SP:Iteration 20F (39466.890000 sec): 3 clusters
  Score: Raw -1224928.257032 + Penalty 3078.403929 = -1221849.853104
  nChanged 140
		SP:Iteration 21Q (39467.130000 sec): 3 clusters
  Score: Raw -1225002.563733 + Penalty 3078.403929 = -1221924.159804
  nChanged 120
		SP:Iteration 22Q (39467.330000 sec): 3 clusters
  Score: Raw -1225058.789407 + Penalty 3078.403929 = -1221980.385478
  nChanged 94
		SP:Iteration 23Q (39467.610000 sec): 3 clusters
  Score: Raw -1225100.943138 + Penalty 3078.403929 = -1222022.539209
  nChanged 76
		SP:Iteration 24Q (39467.820000 sec): 3 clusters
  Score: Raw -1225126.968901 + Penalty 3078.403929 = -1222048.564972
  nChanged 72
		SP:Iteration 25Q (39468.020000 sec): 3 clusters
  Score: Raw -1225149.158898 + Penalty 3078.403929 = -1222070.754969
  nChanged 50
		SP:Iteration 26Q (39468.290000 sec): 3 clusters
  Score: Raw -1225159.797150 + Penalty 3078.403929 = -1222081.393221
  nChanged 40
		SP:Iteration 27Q (39468.470000 sec): 3 clusters
  Score: Raw -1225166.992261 + Penalty 3078.403929 = -1222088.588332
  nChanged 22
		SP:Iteration 28Q (39468.710000 sec): 3 clusters
  Score: Raw -1225171.619978 + Penalty 3078.403929 = -1222093.216049
  nChanged 18
		SP:Iteration 29Q (39468.990000 sec): 3 clusters
  Score: Raw -1225175.678924 + Penalty 3078.403929 = -1222097.274995
  nChanged 15
		SP:Iteration 30Q (39469.150000 sec): 3 clusters
  Score: Raw -1225178.572800 + Penalty 3078.403929 = -1222100.168871
  nChanged 11
		SP:Iteration 31Q (39469.390000 sec): 3 clusters
  Score: Raw -1225180.485577 + Penalty 3078.403929 = -1222102.081648
  nChanged 8
		SP:Iteration 32Q (39469.590000 sec): 3 clusters
  Score: Raw -1225182.040739 + Penalty 3078.403929 = -1222103.636810
  nChanged 5
		SP:Iteration 33Q (39469.830000 sec): 3 clusters
  Score: Raw -1225183.591174 + Penalty 3078.403929 = -1222105.187245
  nChanged 6
		SP:Iteration 34Q (39470.030000 sec): 3 clusters
  Score: Raw -1225184.814451 + Penalty 3078.403929 = -1222106.410523
  nChanged 11
		SP:Iteration 35Q (39470.270000 sec): 3 clusters
  Score: Raw -1225187.458259 + Penalty 3078.403929 = -1222109.054330
  nChanged 10
		SP:Iteration 36Q (39470.480000 sec): 3 clusters
  Score: Raw -1225189.280168 + Penalty 3078.403929 = -1222110.876239
  nChanged 14
		SP:Iteration 37Q (39470.720000 sec): 3 clusters
  Score: Raw -1225192.764887 + Penalty 3078.403929 = -1222114.360958
  nChanged 9
		SP:Iteration 38Q (39470.920000 sec): 3 clusters
  Score: Raw -1225194.828102 + Penalty 3078.403929 = -1222116.424173
  nChanged 11
		SP:Iteration 39Q (39471.130000 sec): 3 clusters
  Score: Raw -1225196.733998 + Penalty 3078.403929 = -1222118.330069
  nChanged 16
		SP:Iteration 40F (39471.370000 sec): 3 clusters
  Score: Raw -1225199.958869 + Penalty 3078.403929 = -1222121.554940
  nChanged 12
		SP:Iteration 41Q (39471.610000 sec): 3 clusters
  Score: Raw -1225201.913675 + Penalty 3078.403929 = -1222123.509746
  nChanged 11
		SP:Iteration 42Q (39471.810000 sec): 3 clusters
  Score: Raw -1225204.154571 + Penalty 3078.403929 = -1222125.750642
  nChanged 15
		SP:Iteration 43Q (39472.080000 sec): 3 clusters
  Score: Raw -1225207.429714 + Penalty 3078.403929 = -1222129.025785
  nChanged 17
		SP:Iteration 44Q (39472.260000 sec): 3 clusters
  Score: Raw -1225211.006129 + Penalty 3078.403929 = -1222132.602200
  nChanged 18
		SP:Iteration 45Q (39472.540000 sec): 3 clusters
  Score: Raw -1225214.428303 + Penalty 3078.403929 = -1222136.024374
  nChanged 17
		SP:Iteration 46Q (39472.750000 sec): 3 clusters
  Score: Raw -1225217.817636 + Penalty 3078.403929 = -1222139.413707
  nChanged 11
		SP:Iteration 47Q (39472.990000 sec): 3 clusters
  Score: Raw -1225220.004297 + Penalty 3078.403929 = -1222141.600368
  nChanged 10
		SP:Iteration 48Q (39473.280000 sec): 3 clusters
  Score: Raw -1225221.138775 + Penalty 3078.403929 = -1222142.734846
  nChanged 5
		SP:Iteration 49Q (39473.520000 sec): 3 clusters
  Score: Raw -1225222.720874 + Penalty 3078.403929 = -1222144.316945
  nChanged 7
		SP:Iteration 50Q (39473.740000 sec): 3 clusters
  Score: Raw -1225223.822801 + Penalty 3078.403929 = -1222145.418872
  nChanged 7
		SP:Iteration 51Q (39473.970000 sec): 3 clusters
  Score: Raw -1225224.970920 + Penalty 3078.403929 = -1222146.566991
  nChanged 7
		SP:Iteration 52Q (39474.250000 sec): 3 clusters
  Score: Raw -1225226.948701 + Penalty 3078.403929 = -1222148.544772
  nChanged 4
		SP:Iteration 53Q (39474.570000 sec): 3 clusters
  Score: Raw -1225227.510440 + Penalty 3078.403929 = -1222149.106511
  nChanged 2
		SP:Iteration 54Q (39474.740000 sec): 3 clusters
  Score: Raw -1225227.886057 + Penalty 3078.403929 = -1222149.482128
  nChanged 3
		SP:Iteration 55Q (39474.990000 sec): 3 clusters
  Score: Raw -1225228.139963 + Penalty 3078.403929 = -1222149.736034
  nChanged 2
		SP:Iteration 56Q (39475.200000 sec): 3 clusters
  Score: Raw -1225228.654793 + Penalty 3078.403929 = -1222150.250864
  nChanged 5
		SP:Iteration 57Q (39475.370000 sec): 3 clusters
  Score: Raw -1225229.598581 + Penalty 3078.403929 = -1222151.194652
  nChanged 8
		SP:Iteration 58Q (39475.680000 sec): 3 clusters
  Score: Raw -1225231.077430 + Penalty 3078.403929 = -1222152.673501
  nChanged 6
		SP:Iteration 59Q (39475.970000 sec): 3 clusters
  Score: Raw -1225232.028937 + Penalty 3078.403929 = -1222153.625008
  nChanged 3
		SP:Iteration 60F (39476.170000 sec): 3 clusters
  Score: Raw -1225232.706005 + Penalty 3078.403929 = -1222154.302077
  nChanged 5
		SP:Iteration 61Q (39476.390000 sec): 3 clusters
  Score: Raw -1225233.460090 + Penalty 3078.403929 = -1222155.056161
  nChanged 6
		SP:Iteration 62Q (39476.680000 sec): 3 clusters
  Score: Raw -1225234.649624 + Penalty 3078.403929 = -1222156.245695
  nChanged 2
		SP:Iteration 63Q (39476.920000 sec): 3 clusters
  Score: Raw -1225234.828114 + Penalty 3078.403929 = -1222156.424185
  nChanged 3
		SP:Iteration 64Q (39477.180000 sec): 3 clusters
  Score: Raw -1225235.567911 + Penalty 3078.403929 = -1222157.163982
  nChanged 2
		SP:Iteration 65Q (39477.410000 sec): 3 clusters
  Score: Raw -1225235.784568 + Penalty 3078.403929 = -1222157.380639
  nChanged 0
		SP:Iteration 66F (39477.660000 sec): 3 clusters
  Score: Raw -1225235.784568 + Penalty 3078.403929 = -1222157.380639
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39477.770000 sec): 2 clusters
  Score: Raw -629321.020291 + Penalty 1428.542352 = -627892.477940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39478.000000 sec): 3 clusters
  Score: Raw -625891.704387 + Penalty 2857.084704 = -623034.619684
  nChanged 2698
		SP:Iteration 1F (39478.220000 sec): 3 clusters
  Score: Raw -627450.096701 + Penalty 2857.084704 = -624593.011997
  nChanged 469
		SP:Iteration 2F (39478.480000 sec): 3 clusters
  Score: Raw -627715.648953 + Penalty 2857.084704 = -624858.564249
  nChanged 394
		SP:Iteration 3F (39478.740000 sec): 3 clusters
  Score: Raw -627991.341543 + Penalty 2857.084704 = -625134.256839
  nChanged 371
		SP:Iteration 4F (39478.960000 sec): 3 clusters
  Score: Raw -628243.208836 + Penalty 2857.084704 = -625386.124132
  nChanged 324
		SP:Iteration 5Q (39479.120000 sec): 3 clusters
  Score: Raw -628472.540627 + Penalty 2857.084704 = -625615.455923
  nChanged 295
		SP:Iteration 6Q (39479.400000 sec): 3 clusters
  Score: Raw -628661.098828 + Penalty 2857.084704 = -625804.014125
  nChanged 256
		SP:Iteration 7Q (39479.640000 sec): 3 clusters
  Score: Raw -628810.271734 + Penalty 2857.084704 = -625953.187030
  nChanged 212
		SP:Iteration 8Q (39479.860000 sec): 3 clusters
  Score: Raw -628927.546067 + Penalty 2857.084704 = -626070.461363
  nChanged 192
		SP:Iteration 9Q (39480.090000 sec): 3 clusters
  Score: Raw -629028.756753 + Penalty 2857.084704 = -626171.672049
  nChanged 175
		SP:Iteration 10Q (39480.320000 sec): 3 clusters
  Score: Raw -629105.276857 + Penalty 2857.084704 = -626248.192154
  nChanged 151
		SP:Iteration 11Q (39480.490000 sec): 3 clusters
  Score: Raw -629162.312176 + Penalty 2857.084704 = -626305.227472
  nChanged 120
		SP:Iteration 12Q (39480.720000 sec): 3 clusters
  Score: Raw -629202.732192 + Penalty 2857.084704 = -626345.647488
  nChanged 82
		SP:Iteration 13Q (39480.880000 sec): 3 clusters
  Score: Raw -629230.804245 + Penalty 2857.084704 = -626373.719542
  nChanged 74
		SP:Iteration 14Q (39481.130000 sec): 3 clusters
  Score: Raw -629254.627464 + Penalty 2857.084704 = -626397.542760
  nChanged 64
		SP:Iteration 15Q (39481.300000 sec): 3 clusters
  Score: Raw -629274.368049 + Penalty 2857.084704 = -626417.283346
  nChanged 52
		SP:Iteration 16Q (39481.530000 sec): 3 clusters
  Score: Raw -629292.001380 + Penalty 2857.084704 = -626434.916676
  nChanged 54
		SP:Iteration 17Q (39481.720000 sec): 3 clusters
  Score: Raw -629306.051395 + Penalty 2857.084704 = -626448.966691
  nChanged 43
		SP:Iteration 18Q (39481.920000 sec): 3 clusters
  Score: Raw -629318.106906 + Penalty 2857.084704 = -626461.022203
  nChanged 33
		SP:Iteration 19Q (39482.060000 sec): 3 clusters
  Score: Raw -629328.636773 + Penalty 2857.084704 = -626471.552069
  nChanged 31
		SP:Iteration 20F (39482.240000 sec): 3 clusters
  Score: Raw -629338.124361 + Penalty 2857.084704 = -626481.039658
  nChanged 32
		SP:Iteration 21Q (39482.420000 sec): 3 clusters
  Score: Raw -629348.826343 + Penalty 2857.084704 = -626491.741639
  nChanged 36
		SP:Iteration 22Q (39482.610000 sec): 3 clusters
  Score: Raw -629359.247505 + Penalty 2857.084704 = -626502.162801
  nChanged 31
		SP:Iteration 23Q (39482.780000 sec): 3 clusters
  Score: Raw -629366.456386 + Penalty 2857.084704 = -626509.371682
  nChanged 19
		SP:Iteration 24Q (39482.970000 sec): 3 clusters
  Score: Raw -629372.160796 + Penalty 2857.084704 = -626515.076093
  nChanged 22
		SP:Iteration 25Q (39483.150000 sec): 3 clusters
  Score: Raw -629377.352682 + Penalty 2857.084704 = -626520.267979
  nChanged 16
		SP:Iteration 26Q (39483.340000 sec): 3 clusters
  Score: Raw -629379.785270 + Penalty 2857.084704 = -626522.700566
  nChanged 12
		SP:Iteration 27Q (39483.510000 sec): 3 clusters
  Score: Raw -629381.936227 + Penalty 2857.084704 = -626524.851524
  nChanged 8
		SP:Iteration 28Q (39483.680000 sec): 3 clusters
  Score: Raw -629384.035185 + Penalty 2857.084704 = -626526.950482
  nChanged 9
		SP:Iteration 29Q (39483.830000 sec): 3 clusters
  Score: Raw -629385.440715 + Penalty 2857.084704 = -626528.356011
  nChanged 5
		SP:Iteration 30Q (39484.000000 sec): 3 clusters
  Score: Raw -629385.970007 + Penalty 2857.084704 = -626528.885304
  nChanged 4
		SP:Iteration 31Q (39484.180000 sec): 3 clusters
  Score: Raw -629386.361924 + Penalty 2857.084704 = -626529.277221
  nChanged 4
		SP:Iteration 32Q (39484.340000 sec): 3 clusters
  Score: Raw -629386.896484 + Penalty 2857.084704 = -626529.811781
  nChanged 5
		SP:Iteration 33Q (39484.530000 sec): 3 clusters
  Score: Raw -629387.913243 + Penalty 2857.084704 = -626530.828540
  nChanged 7
		SP:Iteration 34Q (39484.700000 sec): 3 clusters
  Score: Raw -629389.031501 + Penalty 2857.084704 = -626531.946798
  nChanged 11
		SP:Iteration 35Q (39484.890000 sec): 3 clusters
  Score: Raw -629390.750551 + Penalty 2857.084704 = -626533.665847
  nChanged 8
		SP:Iteration 36Q (39485.070000 sec): 3 clusters
  Score: Raw -629391.975929 + Penalty 2857.084704 = -626534.891225
  nChanged 9
		SP:Iteration 37Q (39485.270000 sec): 3 clusters
  Score: Raw -629394.292564 + Penalty 2857.084704 = -626537.207860
  nChanged 16
		SP:Iteration 38Q (39485.470000 sec): 3 clusters
  Score: Raw -629398.622801 + Penalty 2857.084704 = -626541.538098
  nChanged 18
		SP:Iteration 39Q (39485.640000 sec): 3 clusters
  Score: Raw -629402.444617 + Penalty 2857.084704 = -626545.359913
  nChanged 16
		SP:Iteration 40F (39485.830000 sec): 3 clusters
  Score: Raw -629406.424214 + Penalty 2857.084704 = -626549.339511
  nChanged 12
		SP:Iteration 41Q (39486.030000 sec): 3 clusters
  Score: Raw -629408.823896 + Penalty 2857.084704 = -626551.739193
  nChanged 14
		SP:Iteration 42Q (39486.190000 sec): 3 clusters
  Score: Raw -629410.508684 + Penalty 2857.084704 = -626553.423981
  nChanged 9
		SP:Iteration 43Q (39486.310000 sec): 3 clusters
  Score: Raw -629411.946735 + Penalty 2857.084704 = -626554.862031
  nChanged 7
		SP:Iteration 44Q (39486.470000 sec): 3 clusters
  Score: Raw -629413.024390 + Penalty 2857.084704 = -626555.939686
  nChanged 7
		SP:Iteration 45Q (39486.650000 sec): 3 clusters
  Score: Raw -629414.142033 + Penalty 2857.084704 = -626557.057329
  nChanged 10
		SP:Iteration 46Q (39486.840000 sec): 3 clusters
  Score: Raw -629416.723219 + Penalty 2857.084704 = -626559.638515
  nChanged 13
		SP:Iteration 47Q (39487.030000 sec): 3 clusters
  Score: Raw -629420.426799 + Penalty 2857.084704 = -626563.342096
  nChanged 12
		SP:Iteration 48Q (39487.230000 sec): 3 clusters
  Score: Raw -629423.048167 + Penalty 2857.084704 = -626565.963464
  nChanged 10
		SP:Iteration 49Q (39487.400000 sec): 3 clusters
  Score: Raw -629424.745367 + Penalty 2857.084704 = -626567.660663
  nChanged 11
		SP:Iteration 50Q (39487.610000 sec): 3 clusters
  Score: Raw -629427.046019 + Penalty 2857.084704 = -626569.961315
  nChanged 10
		SP:Iteration 51Q (39487.760000 sec): 3 clusters
  Score: Raw -629429.462698 + Penalty 2857.084704 = -626572.377995
  nChanged 9
		SP:Iteration 52Q (39487.950000 sec): 3 clusters
  Score: Raw -629432.312040 + Penalty 2857.084704 = -626575.227337
  nChanged 13
		SP:Iteration 53Q (39488.190000 sec): 3 clusters
  Score: Raw -629436.586082 + Penalty 2857.084704 = -626579.501379
  nChanged 11
		SP:Iteration 54Q (39488.450000 sec): 3 clusters
  Score: Raw -629440.107750 + Penalty 2857.084704 = -626583.023047
  nChanged 10
		SP:Iteration 55Q (39488.640000 sec): 3 clusters
  Score: Raw -629443.159493 + Penalty 2857.084704 = -626586.074790
  nChanged 15
		SP:Iteration 56Q (39488.870000 sec): 3 clusters
  Score: Raw -629447.938269 + Penalty 2857.084704 = -626590.853565
  nChanged 13
		SP:Iteration 57Q (39489.050000 sec): 3 clusters
  Score: Raw -629452.217841 + Penalty 2857.084704 = -626595.133138
  nChanged 6
		SP:Iteration 58Q (39489.270000 sec): 3 clusters
  Score: Raw -629453.361533 + Penalty 2857.084704 = -626596.276830
  nChanged 9
		SP:Iteration 59Q (39489.480000 sec): 3 clusters
  Score: Raw -629455.484678 + Penalty 2857.084704 = -626598.399975
  nChanged 9
		SP:Iteration 60F (39489.680000 sec): 3 clusters
  Score: Raw -629456.923826 + Penalty 2857.084704 = -626599.839122
  nChanged 4
		SP:Iteration 61Q (39489.920000 sec): 3 clusters
  Score: Raw -629457.789890 + Penalty 2857.084704 = -626600.705187
  nChanged 2
		SP:Iteration 62Q (39490.140000 sec): 3 clusters
  Score: Raw -629458.115107 + Penalty 2857.084704 = -626601.030403
  nChanged 0
		SP:Iteration 63F (39490.330000 sec): 3 clusters
  Score: Raw -629458.115107 + Penalty 2857.084704 = -626601.030403
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (8271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39490.470000 sec): 2 clusters
  Score: Raw -872962.812373 + Penalty 1465.832989 = -871496.979384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39490.690000 sec): 3 clusters
  Score: Raw -868325.285528 + Penalty 2931.665977 = -865393.619550
  nChanged 3570
		SP:Iteration 1F (39490.910000 sec): 3 clusters
  Score: Raw -870278.721877 + Penalty 2931.665977 = -867347.055899
  nChanged 621
		SP:Iteration 2F (39491.130000 sec): 3 clusters
  Score: Raw -870605.733683 + Penalty 2931.665977 = -867674.067706
  nChanged 515
		SP:Iteration 3F (39491.380000 sec): 3 clusters
  Score: Raw -870900.224828 + Penalty 2931.665977 = -867968.558851
  nChanged 476
		SP:Iteration 4F (39491.550000 sec): 3 clusters
  Score: Raw -871225.681430 + Penalty 2931.665977 = -868294.015453
  nChanged 459
		SP:Iteration 5F (39491.780000 sec): 3 clusters
  Score: Raw -871628.857458 + Penalty 2931.665977 = -868697.191481
  nChanged 489
		SP:Iteration 6F (39492.030000 sec): 3 clusters
  Score: Raw -872129.521070 + Penalty 2931.665977 = -869197.855093
  nChanged 531
		SP:Iteration 7F (39492.260000 sec): 3 clusters
  Score: Raw -872791.778255 + Penalty 2931.665977 = -869860.112278
  nChanged 526
		SP:Iteration 8F (39492.520000 sec): 3 clusters
  Score: Raw -873396.179986 + Penalty 2931.665977 = -870464.514009
  nChanged 492
		SP:Iteration 9F (39492.770000 sec): 3 clusters
  Score: Raw -873907.445417 + Penalty 2931.665977 = -870975.779439
  nChanged 446
		SP:Iteration 10F (39492.990000 sec): 3 clusters
  Score: Raw -874360.561546 + Penalty 2931.665977 = -871428.895569
  nChanged 405
		SP:Iteration 11Q (39493.180000 sec): 3 clusters
  Score: Raw -874989.226680 + Penalty 2931.665977 = -872057.560703
  nChanged 390
		SP:Iteration 12Q (39493.390000 sec): 3 clusters
  Score: Raw -875967.413539 + Penalty 2931.665977 = -873035.747562
  nChanged 321
		SP:Iteration 13Q (39493.600000 sec): 3 clusters
  Score: Raw -876787.969381 + Penalty 2931.665977 = -873856.303403
  nChanged 304
		SP:Iteration 14Q (39493.790000 sec): 3 clusters
  Score: Raw -877266.253676 + Penalty 2931.665977 = -874334.587699
  nChanged 303
		SP:Iteration 15Q (39494.030000 sec): 3 clusters
  Score: Raw -877728.479628 + Penalty 2931.665977 = -874796.813651
  nChanged 282
		SP:Iteration 16Q (39494.270000 sec): 3 clusters
  Score: Raw -878235.781827 + Penalty 2931.665977 = -875304.115849
  nChanged 221
		SP:Iteration 17Q (39494.500000 sec): 3 clusters
  Score: Raw -878806.697511 + Penalty 2931.665977 = -875875.031533
  nChanged 117
		SP:Iteration 18Q (39494.690000 sec): 3 clusters
  Score: Raw -879046.069756 + Penalty 2931.665977 = -876114.403779
  nChanged 43
		SP:Iteration 19Q (39494.930000 sec): 3 clusters
  Score: Raw -879078.769416 + Penalty 2931.665977 = -876147.103439
  nChanged 25
		SP:Iteration 20F (39495.170000 sec): 3 clusters
  Score: Raw -879097.510611 + Penalty 2931.665977 = -876165.844633
  nChanged 22
		SP:Iteration 21Q (39495.390000 sec): 3 clusters
  Score: Raw -879115.087626 + Penalty 2931.665977 = -876183.421649
  nChanged 19
		SP:Iteration 22Q (39495.660000 sec): 3 clusters
  Score: Raw -879125.004983 + Penalty 2931.665977 = -876193.339005
  nChanged 14
		SP:Iteration 23Q (39495.900000 sec): 3 clusters
  Score: Raw -879131.713196 + Penalty 2931.665977 = -876200.047218
  nChanged 10
		SP:Iteration 24Q (39496.110000 sec): 3 clusters
  Score: Raw -879135.252658 + Penalty 2931.665977 = -876203.586680
  nChanged 8
		SP:Iteration 25Q (39496.360000 sec): 3 clusters
  Score: Raw -879138.006115 + Penalty 2931.665977 = -876206.340138
  nChanged 6
		SP:Iteration 26Q (39496.540000 sec): 3 clusters
  Score: Raw -879139.912093 + Penalty 2931.665977 = -876208.246116
  nChanged 8
		SP:Iteration 27Q (39496.790000 sec): 3 clusters
  Score: Raw -879142.234093 + Penalty 2931.665977 = -876210.568116
  nChanged 5
		SP:Iteration 28Q (39497.050000 sec): 3 clusters
  Score: Raw -879143.585873 + Penalty 2931.665977 = -876211.919895
  nChanged 5
		SP:Iteration 29Q (39497.250000 sec): 3 clusters
  Score: Raw -879144.858386 + Penalty 2931.665977 = -876213.192408
  nChanged 6
		SP:Iteration 30Q (39497.510000 sec): 3 clusters
  Score: Raw -879146.254230 + Penalty 2931.665977 = -876214.588253
  nChanged 3
		SP:Iteration 31Q (39497.690000 sec): 3 clusters
  Score: Raw -879146.730097 + Penalty 2931.665977 = -876215.064119
  nChanged 0
		SP:Iteration 32F (39497.980000 sec): 3 clusters
  Score: Raw -879146.730097 + Penalty 2931.665977 = -876215.064119
  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 7.98 GB.

 Trying to split cluster 51 (4641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39498.110000 sec): 2 clusters
  Score: Raw -485964.294692 + Penalty 1371.936335 = -484592.358357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39498.280000 sec): 3 clusters
  Score: Raw -483530.584139 + Penalty 2743.872670 = -480786.711469
  nChanged 1889
		SP:Iteration 1F (39498.450000 sec): 3 clusters
  Score: Raw -484800.381458 + Penalty 2743.872670 = -482056.508788
  nChanged 412
		SP:Iteration 2F (39498.630000 sec): 3 clusters
  Score: Raw -485269.434518 + Penalty 2743.872670 = -482525.561847
  nChanged 401
		SP:Iteration 3F (39498.840000 sec): 3 clusters
  Score: Raw -485888.476167 + Penalty 2743.872670 = -483144.603497
  nChanged 414
		SP:Iteration 4F (39499.000000 sec): 3 clusters
  Score: Raw -486563.642396 + Penalty 2743.872670 = -483819.769725
  nChanged 361
		SP:Iteration 5F (39499.190000 sec): 3 clusters
  Score: Raw -486992.429288 + Penalty 2743.872670 = -484248.556618
  nChanged 213
		SP:Iteration 6Q (39499.410000 sec): 3 clusters
  Score: Raw -487176.948300 + Penalty 2743.872670 = -484433.075630
  nChanged 143
		SP:Iteration 7Q (39499.590000 sec): 3 clusters
  Score: Raw -487288.437575 + Penalty 2743.872670 = -484544.564905
  nChanged 96
		SP:Iteration 8Q (39499.810000 sec): 3 clusters
  Score: Raw -487359.469176 + Penalty 2743.872670 = -484615.596506
  nChanged 63
		SP:Iteration 9Q (39500.020000 sec): 3 clusters
  Score: Raw -487393.973149 + Penalty 2743.872670 = -484650.100479
  nChanged 42
		SP:Iteration 10Q (39500.170000 sec): 3 clusters
  Score: Raw -487407.185096 + Penalty 2743.872670 = -484663.312426
  nChanged 20
		SP:Iteration 11Q (39500.350000 sec): 3 clusters
  Score: Raw -487414.079045 + Penalty 2743.872670 = -484670.206375
  nChanged 17
		SP:Iteration 12Q (39500.520000 sec): 3 clusters
  Score: Raw -487420.161524 + Penalty 2743.872670 = -484676.288854
  nChanged 18
		SP:Iteration 13Q (39500.710000 sec): 3 clusters
  Score: Raw -487426.001920 + Penalty 2743.872670 = -484682.129249
  nChanged 11
		SP:Iteration 14Q (39500.930000 sec): 3 clusters
  Score: Raw -487429.063873 + Penalty 2743.872670 = -484685.191203
  nChanged 5
		SP:Iteration 15Q (39501.080000 sec): 3 clusters
  Score: Raw -487430.640426 + Penalty 2743.872670 = -484686.767756
  nChanged 5
		SP:Iteration 16Q (39501.250000 sec): 3 clusters
  Score: Raw -487432.257831 + Penalty 2743.872670 = -484688.385161
  nChanged 7
		SP:Iteration 17Q (39501.440000 sec): 3 clusters
  Score: Raw -487433.873366 + Penalty 2743.872670 = -484690.000696
  nChanged 5
		SP:Iteration 18Q (39501.590000 sec): 3 clusters
  Score: Raw -487434.830021 + Penalty 2743.872670 = -484690.957351
  nChanged 7
		SP:Iteration 19Q (39501.780000 sec): 3 clusters
  Score: Raw -487436.669366 + Penalty 2743.872670 = -484692.796695
  nChanged 10
		SP:Iteration 20F (39502.030000 sec): 3 clusters
  Score: Raw -487440.571322 + Penalty 2743.872670 = -484696.698652
  nChanged 16
		SP:Iteration 21Q (39502.200000 sec): 3 clusters
  Score: Raw -487446.044929 + Penalty 2743.872670 = -484702.172259
  nChanged 13
		SP:Iteration 22Q (39502.470000 sec): 3 clusters
  Score: Raw -487449.546267 + Penalty 2743.872670 = -484705.673597
  nChanged 10
		SP:Iteration 23Q (39502.630000 sec): 3 clusters
  Score: Raw -487452.003066 + Penalty 2743.872670 = -484708.130396
  nChanged 6
		SP:Iteration 24Q (39502.830000 sec): 3 clusters
  Score: Raw -487453.879612 + Penalty 2743.872670 = -484710.006942
  nChanged 4
		SP:Iteration 25Q (39502.980000 sec): 3 clusters
  Score: Raw -487455.016334 + Penalty 2743.872670 = -484711.143664
  nChanged 4
		SP:Iteration 26Q (39503.190000 sec): 3 clusters
  Score: Raw -487455.842374 + Penalty 2743.872670 = -484711.969704
  nChanged 4
		SP:Iteration 27Q (39503.370000 sec): 3 clusters
  Score: Raw -487456.711533 + Penalty 2743.872670 = -484712.838863
  nChanged 3
		SP:Iteration 28Q (39503.570000 sec): 3 clusters
  Score: Raw -487457.025260 + Penalty 2743.872670 = -484713.152590
  nChanged 4
		SP:Iteration 29Q (39503.780000 sec): 3 clusters
  Score: Raw -487458.478913 + Penalty 2743.872670 = -484714.606242
  nChanged 4
		SP:Iteration 30Q (39503.960000 sec): 3 clusters
  Score: Raw -487459.846928 + Penalty 2743.872670 = -484715.974258
  nChanged 8
		SP:Iteration 31Q (39504.140000 sec): 3 clusters
  Score: Raw -487462.351210 + Penalty 2743.872670 = -484718.478540
  nChanged 5
		SP:Iteration 32Q (39504.330000 sec): 3 clusters
  Score: Raw -487463.453695 + Penalty 2743.872670 = -484719.581025
  nChanged 2
		SP:Iteration 33Q (39504.460000 sec): 3 clusters
  Score: Raw -487463.908876 + Penalty 2743.872670 = -484720.036205
  nChanged 1
		SP:Iteration 34Q (39504.610000 sec): 3 clusters
  Score: Raw -487464.318595 + Penalty 2743.872670 = -484720.445925
  nChanged 2
		SP:Iteration 35Q (39504.720000 sec): 3 clusters
  Score: Raw -487464.728198 + Penalty 2743.872670 = -484720.855528
  nChanged 3
		SP:Iteration 36Q (39504.850000 sec): 3 clusters
  Score: Raw -487465.208803 + Penalty 2743.872670 = -484721.336132
  nChanged 3
		SP:Iteration 37Q (39504.990000 sec): 3 clusters
  Score: Raw -487465.800493 + Penalty 2743.872670 = -484721.927823
  nChanged 1
		SP:Iteration 38Q (39505.130000 sec): 3 clusters
  Score: Raw -487466.028236 + Penalty 2743.872670 = -484722.155566
  nChanged 1
		SP:Iteration 39Q (39505.260000 sec): 3 clusters
  Score: Raw -487466.325489 + Penalty 2743.872670 = -484722.452819
  nChanged 0
		SP:Iteration 40F (39505.450000 sec): 3 clusters
  Score: Raw -487466.325489 + Penalty 2743.872670 = -484722.452819
  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 7.98 GB.

 Trying to split cluster 52 (3018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39505.550000 sec): 2 clusters
  Score: Raw -314744.185429 + Penalty 1302.006816 = -313442.178613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39505.730000 sec): 3 clusters
  Score: Raw -313314.865762 + Penalty 2604.013633 = -310710.852129
  nChanged 1096
		SP:Iteration 1F (39505.910000 sec): 3 clusters
  Score: Raw -313984.900574 + Penalty 2604.013633 = -311380.886942
  nChanged 244
		SP:Iteration 2F (39506.090000 sec): 3 clusters
  Score: Raw -314210.868038 + Penalty 2604.013633 = -311606.854405
  nChanged 221
		SP:Iteration 3F (39506.260000 sec): 3 clusters
  Score: Raw -314427.538577 + Penalty 2604.013633 = -311823.524944
  nChanged 180
		SP:Iteration 4F (39506.390000 sec): 3 clusters
  Score: Raw -314606.479772 + Penalty 2604.013633 = -312002.466139
  nChanged 176
		SP:Iteration 5F (39506.510000 sec): 3 clusters
  Score: Raw -314823.994234 + Penalty 2604.013633 = -312219.980601
  nChanged 185
		SP:Iteration 6F (39506.670000 sec): 3 clusters
  Score: Raw -315083.641509 + Penalty 2604.013633 = -312479.627876
  nChanged 183
		SP:Iteration 7F (39506.860000 sec): 3 clusters
  Score: Raw -315387.619030 + Penalty 2604.013633 = -312783.605397
  nChanged 178
		SP:Iteration 8F (39507.030000 sec): 3 clusters
  Score: Raw -315702.403488 + Penalty 2604.013633 = -313098.389855
  nChanged 131
		SP:Iteration 9Q (39507.250000 sec): 3 clusters
  Score: Raw -315970.486466 + Penalty 2604.013633 = -313366.472833
  nChanged 91
		SP:Iteration 10Q (39507.410000 sec): 3 clusters
  Score: Raw -316119.073948 + Penalty 2604.013633 = -313515.060315
  nChanged 62
		SP:Iteration 11Q (39507.640000 sec): 3 clusters
  Score: Raw -316189.301145 + Penalty 2604.013633 = -313585.287512
  nChanged 31
		SP:Iteration 12Q (39507.800000 sec): 3 clusters
  Score: Raw -316209.242942 + Penalty 2604.013633 = -313605.229309
  nChanged 20
		SP:Iteration 13Q (39507.970000 sec): 3 clusters
  Score: Raw -316220.609219 + Penalty 2604.013633 = -313616.595586
  nChanged 11
		SP:Iteration 14Q (39508.140000 sec): 3 clusters
  Score: Raw -316228.358994 + Penalty 2604.013633 = -313624.345362
  nChanged 5
		SP:Iteration 15Q (39508.310000 sec): 3 clusters
  Score: Raw -316230.829854 + Penalty 2604.013633 = -313626.816222
  nChanged 6
		SP:Iteration 16Q (39508.480000 sec): 3 clusters
  Score: Raw -316234.639320 + Penalty 2604.013633 = -313630.625687
  nChanged 6
		SP:Iteration 17Q (39508.670000 sec): 3 clusters
  Score: Raw -316237.320046 + Penalty 2604.013633 = -313633.306413
  nChanged 4
		SP:Iteration 18Q (39508.830000 sec): 3 clusters
  Score: Raw -316238.675419 + Penalty 2604.013633 = -313634.661786
  nChanged 4
		SP:Iteration 19Q (39509.020000 sec): 3 clusters
  Score: Raw -316241.491451 + Penalty 2604.013633 = -313637.477818
  nChanged 4
		SP:Iteration 20F (39509.290000 sec): 3 clusters
  Score: Raw -316242.534907 + Penalty 2604.013633 = -313638.521275
  nChanged 1
		SP:Iteration 21Q (39509.450000 sec): 3 clusters
  Score: Raw -316242.896853 + Penalty 2604.013633 = -313638.883220
  nChanged 1
		SP:Iteration 22Q (39509.650000 sec): 3 clusters
  Score: Raw -316243.138835 + Penalty 2604.013633 = -313639.125202
  nChanged 0
		SP:Iteration 23F (39509.830000 sec): 3 clusters
  Score: Raw -316243.138835 + Penalty 2604.013633 = -313639.125202
  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 7.98 GB.

 Trying to split cluster 53 (12203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39510.000000 sec): 2 clusters
  Score: Raw -1118369.686299 + Penalty 1529.033529 = -1116840.652770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39510.330000 sec): 3 clusters
  Score: Raw -1111438.682861 + Penalty 3058.067058 = -1108380.615803
  nChanged 5252
		SP:Iteration 1F (39510.550000 sec): 3 clusters
  Score: Raw -1114549.974627 + Penalty 3058.067058 = -1111491.907569
  nChanged 885
		SP:Iteration 2F (39510.880000 sec): 3 clusters
  Score: Raw -1115110.843827 + Penalty 3058.067058 = -1112052.776769
  nChanged 864
		SP:Iteration 3F (39511.150000 sec): 3 clusters
  Score: Raw -1115760.257205 + Penalty 3058.067058 = -1112702.190147
  nChanged 878
		SP:Iteration 4F (39511.400000 sec): 3 clusters
  Score: Raw -1116456.378095 + Penalty 3058.067058 = -1113398.311037
  nChanged 838
		SP:Iteration 5F (39511.650000 sec): 3 clusters
  Score: Raw -1117143.277443 + Penalty 3058.067058 = -1114085.210384
  nChanged 740
		SP:Iteration 6F (39511.910000 sec): 3 clusters
  Score: Raw -1117698.609794 + Penalty 3058.067058 = -1114640.542735
  nChanged 596
		SP:Iteration 7Q (39512.140000 sec): 3 clusters
  Score: Raw -1118105.391368 + Penalty 3058.067058 = -1115047.324309
  nChanged 429
		SP:Iteration 8Q (39512.400000 sec): 3 clusters
  Score: Raw -1118353.538686 + Penalty 3058.067058 = -1115295.471627
  nChanged 318
		SP:Iteration 9Q (39512.680000 sec): 3 clusters
  Score: Raw -1118512.925613 + Penalty 3058.067058 = -1115454.858555
  nChanged 231
		SP:Iteration 10Q (39512.920000 sec): 3 clusters
  Score: Raw -1118612.228028 + Penalty 3058.067058 = -1115554.160970
  nChanged 196
		SP:Iteration 11Q (39513.210000 sec): 3 clusters
  Score: Raw -1118679.309029 + Penalty 3058.067058 = -1115621.241970
  nChanged 173
		SP:Iteration 12Q (39513.460000 sec): 3 clusters
  Score: Raw -1118733.322088 + Penalty 3058.067058 = -1115675.255030
  nChanged 127
		SP:Iteration 13Q (39513.730000 sec): 3 clusters
  Score: Raw -1118768.175567 + Penalty 3058.067058 = -1115710.108509
  nChanged 106
		SP:Iteration 14Q (39514.030000 sec): 3 clusters
  Score: Raw -1118795.417345 + Penalty 3058.067058 = -1115737.350287
  nChanged 92
		SP:Iteration 15Q (39514.350000 sec): 3 clusters
  Score: Raw -1118822.834718 + Penalty 3058.067058 = -1115764.767660
  nChanged 99
		SP:Iteration 16Q (39514.640000 sec): 3 clusters
  Score: Raw -1118849.916519 + Penalty 3058.067058 = -1115791.849461
  nChanged 107
		SP:Iteration 17Q (39514.930000 sec): 3 clusters
  Score: Raw -1118887.183648 + Penalty 3058.067058 = -1115829.116590
  nChanged 121
		SP:Iteration 18Q (39515.210000 sec): 3 clusters
  Score: Raw -1118933.809496 + Penalty 3058.067058 = -1115875.742438
  nChanged 121
		SP:Iteration 19Q (39515.460000 sec): 3 clusters
  Score: Raw -1118980.765542 + Penalty 3058.067058 = -1115922.698484
  nChanged 134
		SP:Iteration 20F (39515.690000 sec): 3 clusters
  Score: Raw -1119036.808880 + Penalty 3058.067058 = -1115978.741822
  nChanged 130
		SP:Iteration 21Q (39515.960000 sec): 3 clusters
  Score: Raw -1119095.838690 + Penalty 3058.067058 = -1116037.771631
  nChanged 122
		SP:Iteration 22Q (39516.230000 sec): 3 clusters
  Score: Raw -1119148.130009 + Penalty 3058.067058 = -1116090.062951
  nChanged 114
		SP:Iteration 23Q (39516.500000 sec): 3 clusters
  Score: Raw -1119198.727918 + Penalty 3058.067058 = -1116140.660860
  nChanged 121
		SP:Iteration 24Q (39516.720000 sec): 3 clusters
  Score: Raw -1119249.784062 + Penalty 3058.067058 = -1116191.717004
  nChanged 102
		SP:Iteration 25Q (39516.940000 sec): 3 clusters
  Score: Raw -1119287.860280 + Penalty 3058.067058 = -1116229.793222
  nChanged 98
		SP:Iteration 26Q (39517.160000 sec): 3 clusters
  Score: Raw -1119326.169457 + Penalty 3058.067058 = -1116268.102399
  nChanged 116
		SP:Iteration 27Q (39517.410000 sec): 3 clusters
  Score: Raw -1119367.514633 + Penalty 3058.067058 = -1116309.447575
  nChanged 114
		SP:Iteration 28Q (39517.680000 sec): 3 clusters
  Score: Raw -1119416.674495 + Penalty 3058.067058 = -1116358.607437
  nChanged 143
		SP:Iteration 29Q (39517.900000 sec): 3 clusters
  Score: Raw -1119484.706399 + Penalty 3058.067058 = -1116426.639341
  nChanged 135
		SP:Iteration 30Q (39518.180000 sec): 3 clusters
  Score: Raw -1119552.349560 + Penalty 3058.067058 = -1116494.282502
  nChanged 140
		SP:Iteration 31Q (39518.510000 sec): 3 clusters
  Score: Raw -1119626.544923 + Penalty 3058.067058 = -1116568.477865
  nChanged 130
		SP:Iteration 32Q (39518.760000 sec): 3 clusters
  Score: Raw -1119702.965519 + Penalty 3058.067058 = -1116644.898460
  nChanged 140
		SP:Iteration 33Q (39518.960000 sec): 3 clusters
  Score: Raw -1119773.859994 + Penalty 3058.067058 = -1116715.792936
  nChanged 136
		SP:Iteration 34Q (39519.180000 sec): 3 clusters
  Score: Raw -1119835.470974 + Penalty 3058.067058 = -1116777.403916
  nChanged 118
		SP:Iteration 35Q (39519.450000 sec): 3 clusters
  Score: Raw -1119889.634242 + Penalty 3058.067058 = -1116831.567184
  nChanged 109
		SP:Iteration 36Q (39519.680000 sec): 3 clusters
  Score: Raw -1119937.837795 + Penalty 3058.067058 = -1116879.770736
  nChanged 86
		SP:Iteration 37Q (39519.880000 sec): 3 clusters
  Score: Raw -1119967.079919 + Penalty 3058.067058 = -1116909.012861
  nChanged 68
		SP:Iteration 38Q (39520.100000 sec): 3 clusters
  Score: Raw -1119989.016466 + Penalty 3058.067058 = -1116930.949407
  nChanged 64
		SP:Iteration 39Q (39520.410000 sec): 3 clusters
  Score: Raw -1120004.560791 + Penalty 3058.067058 = -1116946.493733
  nChanged 46
		SP:Iteration 40F (39520.670000 sec): 3 clusters
  Score: Raw -1120020.486415 + Penalty 3058.067058 = -1116962.419357
  nChanged 45
		SP:Iteration 41Q (39520.970000 sec): 3 clusters
  Score: Raw -1120031.374184 + Penalty 3058.067058 = -1116973.307126
  nChanged 39
		SP:Iteration 42Q (39521.250000 sec): 3 clusters
  Score: Raw -1120038.768805 + Penalty 3058.067058 = -1116980.701747
  nChanged 27
		SP:Iteration 43Q (39521.510000 sec): 3 clusters
  Score: Raw -1120043.225149 + Penalty 3058.067058 = -1116985.158090
  nChanged 28
		SP:Iteration 44Q (39521.800000 sec): 3 clusters
  Score: Raw -1120046.837757 + Penalty 3058.067058 = -1116988.770699
  nChanged 17
		SP:Iteration 45Q (39522.020000 sec): 3 clusters
  Score: Raw -1120048.858483 + Penalty 3058.067058 = -1116990.791425
  nChanged 11
		SP:Iteration 46Q (39522.290000 sec): 3 clusters
  Score: Raw -1120050.046657 + Penalty 3058.067058 = -1116991.979599
  nChanged 9
		SP:Iteration 47Q (39522.550000 sec): 3 clusters
  Score: Raw -1120051.208537 + Penalty 3058.067058 = -1116993.141479
  nChanged 4
		SP:Iteration 48Q (39522.810000 sec): 3 clusters
  Score: Raw -1120051.514337 + Penalty 3058.067058 = -1116993.447279
  nChanged 2
		SP:Iteration 49Q (39523.070000 sec): 3 clusters
  Score: Raw -1120051.654881 + Penalty 3058.067058 = -1116993.587823
  nChanged 1
		SP:Iteration 50Q (39523.310000 sec): 3 clusters
  Score: Raw -1120051.721383 + Penalty 3058.067058 = -1116993.654325
  nChanged 3
		SP:Iteration 51Q (39523.570000 sec): 3 clusters
  Score: Raw -1120051.884934 + Penalty 3058.067058 = -1116993.817876
  nChanged 3
		SP:Iteration 52Q (39523.830000 sec): 3 clusters
  Score: Raw -1120052.067255 + Penalty 3058.067058 = -1116994.000196
  nChanged 3
		SP:Iteration 53Q (39524.110000 sec): 3 clusters
  Score: Raw -1120052.410810 + Penalty 3058.067058 = -1116994.343752
  nChanged 2
		SP:Iteration 54Q (39524.350000 sec): 3 clusters
  Score: Raw -1120052.674178 + Penalty 3058.067058 = -1116994.607120
  nChanged 1
		SP:Iteration 55Q (39524.590000 sec): 3 clusters
  Score: Raw -1120052.741827 + Penalty 3058.067058 = -1116994.674768
  nChanged 3
		SP:Iteration 56Q (39524.830000 sec): 3 clusters
  Score: Raw -1120052.920585 + Penalty 3058.067058 = -1116994.853527
  nChanged 3
		SP:Iteration 57Q (39525.040000 sec): 3 clusters
  Score: Raw -1120053.263825 + Penalty 3058.067058 = -1116995.196767
  nChanged 5
		SP:Iteration 58Q (39525.290000 sec): 3 clusters
  Score: Raw -1120053.683185 + Penalty 3058.067058 = -1116995.616127
  nChanged 3
		SP:Iteration 59Q (39525.510000 sec): 3 clusters
  Score: Raw -1120053.941306 + Penalty 3058.067058 = -1116995.874248
  nChanged 2
		SP:Iteration 60F (39525.790000 sec): 3 clusters
  Score: Raw -1120054.240996 + Penalty 3058.067058 = -1116996.173937
  nChanged 2
		SP:Iteration 61Q (39526.110000 sec): 3 clusters
  Score: Raw -1120054.486499 + Penalty 3058.067058 = -1116996.419441
  nChanged 3
		SP:Iteration 62Q (39526.320000 sec): 3 clusters
  Score: Raw -1120054.918665 + Penalty 3058.067058 = -1116996.851607
  nChanged 2
		SP:Iteration 63Q (39526.590000 sec): 3 clusters
  Score: Raw -1120055.133479 + Penalty 3058.067058 = -1116997.066421
  nChanged 3
		SP:Iteration 64Q (39526.810000 sec): 3 clusters
  Score: Raw -1120055.469811 + Penalty 3058.067058 = -1116997.402753
  nChanged 6
		SP:Iteration 65Q (39527.070000 sec): 3 clusters
  Score: Raw -1120056.144546 + Penalty 3058.067058 = -1116998.077488
  nChanged 3
		SP:Iteration 66Q (39527.300000 sec): 3 clusters
  Score: Raw -1120056.374521 + Penalty 3058.067058 = -1116998.307463
  nChanged 1
		SP:Iteration 67Q (39527.560000 sec): 3 clusters
  Score: Raw -1120056.461160 + Penalty 3058.067058 = -1116998.394102
  nChanged 1
		SP:Iteration 68Q (39527.810000 sec): 3 clusters
  Score: Raw -1120056.554141 + Penalty 3058.067058 = -1116998.487083
  nChanged 0
		SP:Iteration 69F (39528.100000 sec): 3 clusters
  Score: Raw -1120056.554141 + Penalty 3058.067058 = -1116998.487083
  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 7.98 GB.

 Trying to split cluster 54 (2628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39528.240000 sec): 2 clusters
  Score: Raw -271549.262562 + Penalty 1279.521487 = -270269.741075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39528.450000 sec): 3 clusters
  Score: Raw -270358.912490 + Penalty 2559.042973 = -267799.869516
  nChanged 956
		SP:Iteration 1F (39528.580000 sec): 3 clusters
  Score: Raw -270900.083764 + Penalty 2559.042973 = -268341.040791
  nChanged 171
		SP:Iteration 2F (39528.730000 sec): 3 clusters
  Score: Raw -270990.817304 + Penalty 2559.042973 = -268431.774331
  nChanged 109
		SP:Iteration 3Q (39528.870000 sec): 3 clusters
  Score: Raw -271043.044356 + Penalty 2559.042973 = -268484.001383
  nChanged 83
		SP:Iteration 4Q (39529.060000 sec): 3 clusters
  Score: Raw -271084.117752 + Penalty 2559.042973 = -268525.074779
  nChanged 70
		SP:Iteration 5Q (39529.260000 sec): 3 clusters
  Score: Raw -271109.834874 + Penalty 2559.042973 = -268550.791901
  nChanged 35
		SP:Iteration 6Q (39529.400000 sec): 3 clusters
  Score: Raw -271124.545613 + Penalty 2559.042973 = -268565.502640
  nChanged 28
		SP:Iteration 7Q (39529.560000 sec): 3 clusters
  Score: Raw -271136.885108 + Penalty 2559.042973 = -268577.842135
  nChanged 26
		SP:Iteration 8Q (39529.760000 sec): 3 clusters
  Score: Raw -271153.078512 + Penalty 2559.042973 = -268594.035539
  nChanged 34
		SP:Iteration 9Q (39529.960000 sec): 3 clusters
  Score: Raw -271166.312001 + Penalty 2559.042973 = -268607.269028
  nChanged 25
		SP:Iteration 10Q (39530.130000 sec): 3 clusters
  Score: Raw -271176.189264 + Penalty 2559.042973 = -268617.146290
  nChanged 20
		SP:Iteration 11Q (39530.330000 sec): 3 clusters
  Score: Raw -271184.753975 + Penalty 2559.042973 = -268625.711002
  nChanged 21
		SP:Iteration 12Q (39530.570000 sec): 3 clusters
  Score: Raw -271192.678350 + Penalty 2559.042973 = -268633.635377
  nChanged 23
		SP:Iteration 13Q (39530.760000 sec): 3 clusters
  Score: Raw -271202.169972 + Penalty 2559.042973 = -268643.126999
  nChanged 17
		SP:Iteration 14Q (39531.010000 sec): 3 clusters
  Score: Raw -271209.727165 + Penalty 2559.042973 = -268650.684192
  nChanged 16
		SP:Iteration 15Q (39531.170000 sec): 3 clusters
  Score: Raw -271217.247115 + Penalty 2559.042973 = -268658.204141
  nChanged 18
		SP:Iteration 16Q (39531.460000 sec): 3 clusters
  Score: Raw -271224.203162 + Penalty 2559.042973 = -268665.160188
  nChanged 19
		SP:Iteration 17Q (39531.620000 sec): 3 clusters
  Score: Raw -271231.031513 + Penalty 2559.042973 = -268671.988539
  nChanged 24
		SP:Iteration 18Q (39531.820000 sec): 3 clusters
  Score: Raw -271243.631147 + Penalty 2559.042973 = -268684.588174
  nChanged 25
		SP:Iteration 19Q (39531.980000 sec): 3 clusters
  Score: Raw -271256.867285 + Penalty 2559.042973 = -268697.824312
  nChanged 23
		SP:Iteration 20F (39532.130000 sec): 3 clusters
  Score: Raw -271265.870779 + Penalty 2559.042973 = -268706.827806
  nChanged 26
		SP:Iteration 21Q (39532.270000 sec): 3 clusters
  Score: Raw -271278.767495 + Penalty 2559.042973 = -268719.724522
  nChanged 29
		SP:Iteration 22Q (39532.470000 sec): 3 clusters
  Score: Raw -271295.130247 + Penalty 2559.042973 = -268736.087274
  nChanged 35
		SP:Iteration 23Q (39532.690000 sec): 3 clusters
  Score: Raw -271311.117798 + Penalty 2559.042973 = -268752.074825
  nChanged 33
		SP:Iteration 24Q (39532.880000 sec): 3 clusters
  Score: Raw -271327.821249 + Penalty 2559.042973 = -268768.778275
  nChanged 27
		SP:Iteration 25Q (39533.030000 sec): 3 clusters
  Score: Raw -271342.706432 + Penalty 2559.042973 = -268783.663459
  nChanged 33
		SP:Iteration 26Q (39533.190000 sec): 3 clusters
  Score: Raw -271361.983825 + Penalty 2559.042973 = -268802.940851
  nChanged 43
		SP:Iteration 27Q (39533.390000 sec): 3 clusters
  Score: Raw -271386.753095 + Penalty 2559.042973 = -268827.710122
  nChanged 41
		SP:Iteration 28Q (39533.590000 sec): 3 clusters
  Score: Raw -271414.169717 + Penalty 2559.042973 = -268855.126743
  nChanged 51
		SP:Iteration 29Q (39533.750000 sec): 3 clusters
  Score: Raw -271454.649182 + Penalty 2559.042973 = -268895.606209
  nChanged 48
		SP:Iteration 30Q (39533.890000 sec): 3 clusters
  Score: Raw -271486.143392 + Penalty 2559.042973 = -268927.100419
  nChanged 35
		SP:Iteration 31Q (39534.030000 sec): 3 clusters
  Score: Raw -271510.390343 + Penalty 2559.042973 = -268951.347370
  nChanged 27
		SP:Iteration 32Q (39534.170000 sec): 3 clusters
  Score: Raw -271532.557429 + Penalty 2559.042973 = -268973.514456
  nChanged 26
		SP:Iteration 33Q (39534.320000 sec): 3 clusters
  Score: Raw -271546.938335 + Penalty 2559.042973 = -268987.895361
  nChanged 20
		SP:Iteration 34Q (39534.460000 sec): 3 clusters
  Score: Raw -271561.114741 + Penalty 2559.042973 = -269002.071767
  nChanged 22
		SP:Iteration 35Q (39534.610000 sec): 3 clusters
  Score: Raw -271581.605805 + Penalty 2559.042973 = -269022.562832
  nChanged 17
		SP:Iteration 36Q (39534.700000 sec): 3 clusters
  Score: Raw -271594.134893 + Penalty 2559.042973 = -269035.091920
  nChanged 16
		SP:Iteration 37Q (39534.870000 sec): 3 clusters
  Score: Raw -271602.314633 + Penalty 2559.042973 = -269043.271659
  nChanged 8
		SP:Iteration 38Q (39535.060000 sec): 3 clusters
  Score: Raw -271610.775215 + Penalty 2559.042973 = -269051.732242
  nChanged 9
		SP:Iteration 39Q (39535.240000 sec): 3 clusters
  Score: Raw -271618.593513 + Penalty 2559.042973 = -269059.550539
  nChanged 7
		SP:Iteration 40F (39535.460000 sec): 3 clusters
  Score: Raw -271623.008406 + Penalty 2559.042973 = -269063.965433
  nChanged 8
		SP:Iteration 41Q (39535.630000 sec): 3 clusters
  Score: Raw -271627.269468 + Penalty 2559.042973 = -269068.226495
  nChanged 5
		SP:Iteration 42Q (39535.810000 sec): 3 clusters
  Score: Raw -271629.747388 + Penalty 2559.042973 = -269070.704415
  nChanged 3
		SP:Iteration 43Q (39535.980000 sec): 3 clusters
  Score: Raw -271631.444035 + Penalty 2559.042973 = -269072.401061
  nChanged 6
		SP:Iteration 44Q (39536.170000 sec): 3 clusters
  Score: Raw -271634.798148 + Penalty 2559.042973 = -269075.755174
  nChanged 3
		SP:Iteration 45Q (39536.380000 sec): 3 clusters
  Score: Raw -271637.527667 + Penalty 2559.042973 = -269078.484693
  nChanged 2
		SP:Iteration 46Q (39536.560000 sec): 3 clusters
  Score: Raw -271639.234664 + Penalty 2559.042973 = -269080.191691
  nChanged 3
		SP:Iteration 47Q (39536.740000 sec): 3 clusters
  Score: Raw -271642.341689 + Penalty 2559.042973 = -269083.298716
  nChanged 6
		SP:Iteration 48Q (39536.900000 sec): 3 clusters
  Score: Raw -271648.070881 + Penalty 2559.042973 = -269089.027908
  nChanged 3
		SP:Iteration 49Q (39537.070000 sec): 3 clusters
  Score: Raw -271649.871053 + Penalty 2559.042973 = -269090.828079
  nChanged 3
		SP:Iteration 50Q (39537.210000 sec): 3 clusters
  Score: Raw -271652.857748 + Penalty 2559.042973 = -269093.814775
  nChanged 6
		SP:Iteration 51Q (39537.410000 sec): 3 clusters
  Score: Raw -271658.325618 + Penalty 2559.042973 = -269099.282645
  nChanged 7
		SP:Iteration 52Q (39537.530000 sec): 3 clusters
  Score: Raw -271662.450707 + Penalty 2559.042973 = -269103.407734
  nChanged 3
		SP:Iteration 53Q (39537.710000 sec): 3 clusters
  Score: Raw -271664.548275 + Penalty 2559.042973 = -269105.505302
  nChanged 1
		SP:Iteration 54Q (39537.830000 sec): 3 clusters
  Score: Raw -271664.873983 + Penalty 2559.042973 = -269105.831009
  nChanged 0
		SP:Iteration 55F (39538.000000 sec): 3 clusters
  Score: Raw -271664.873983 + Penalty 2559.042973 = -269105.831009
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (79447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39538.590000 sec): 2 clusters
  Score: Raw -8528026.929618 + Penalty 1833.462379 = -8526193.467238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39539.240000 sec): 3 clusters
  Score: Raw -8476701.545798 + Penalty 3666.924759 = -8473034.621039
  nChanged 37708
		SP:Iteration 1F (39539.860000 sec): 3 clusters
  Score: Raw -8498617.360978 + Penalty 3666.924759 = -8494950.436219
  nChanged 2446
		SP:Iteration 2Q (39540.530000 sec): 3 clusters
  Score: Raw -8499171.198072 + Penalty 3666.924759 = -8495504.273313
  nChanged 2479
		SP:Iteration 3Q (39541.190000 sec): 3 clusters
  Score: Raw -8499787.306445 + Penalty 3666.924759 = -8496120.381686
  nChanged 2581
		SP:Iteration 4Q (39541.890000 sec): 3 clusters
  Score: Raw -8500543.203857 + Penalty 3666.924759 = -8496876.279099
  nChanged 2833
		SP:Iteration 5Q (39542.610000 sec): 3 clusters
  Score: Raw -8501466.024886 + Penalty 3666.924759 = -8497799.100127
  nChanged 3168
		SP:Iteration 6Q (39543.260000 sec): 3 clusters
  Score: Raw -8502794.100458 + Penalty 3666.924759 = -8499127.175699
  nChanged 3689
		SP:Iteration 7Q (39543.940000 sec): 3 clusters
  Score: Raw -8504634.797517 + Penalty 3666.924759 = -8500967.872758
  nChanged 4083
		SP:Iteration 8F (39544.590000 sec): 3 clusters
  Score: Raw -8507000.339303 + Penalty 3666.924759 = -8503333.414544
  nChanged 4401
		SP:Iteration 9F (39545.200000 sec): 3 clusters
  Score: Raw -8509905.287653 + Penalty 3666.924759 = -8506238.362894
  nChanged 4387
		SP:Iteration 10F (39545.920000 sec): 3 clusters
  Score: Raw -8512606.555763 + Penalty 3666.924759 = -8508939.631004
  nChanged 3570
		SP:Iteration 11Q (39546.690000 sec): 3 clusters
  Score: Raw -8514219.629053 + Penalty 3666.924759 = -8510552.704294
  nChanged 2484
		SP:Iteration 12Q (39547.400000 sec): 3 clusters
  Score: Raw -8514875.036091 + Penalty 3666.924759 = -8511208.111332
  nChanged 1391
		SP:Iteration 13Q (39548.060000 sec): 3 clusters
  Score: Raw -8515080.843353 + Penalty 3666.924759 = -8511413.918594
  nChanged 795
		SP:Iteration 14Q (39548.750000 sec): 3 clusters
  Score: Raw -8515162.971037 + Penalty 3666.924759 = -8511496.046278
  nChanged 495
		SP:Iteration 15Q (39549.380000 sec): 3 clusters
  Score: Raw -8515212.608946 + Penalty 3666.924759 = -8511545.684187
  nChanged 434
		SP:Iteration 16Q (39549.980000 sec): 3 clusters
  Score: Raw -8515252.828144 + Penalty 3666.924759 = -8511585.903385
  nChanged 374
		SP:Iteration 17Q (39550.540000 sec): 3 clusters
  Score: Raw -8515290.587307 + Penalty 3666.924759 = -8511623.662548
  nChanged 397
		SP:Iteration 18Q (39551.100000 sec): 3 clusters
  Score: Raw -8515331.283460 + Penalty 3666.924759 = -8511664.358701
  nChanged 411
		SP:Iteration 19Q (39551.680000 sec): 3 clusters
  Score: Raw -8515371.515343 + Penalty 3666.924759 = -8511704.590584
  nChanged 393
		SP:Iteration 20F (39552.260000 sec): 3 clusters
  Score: Raw -8515410.528524 + Penalty 3666.924759 = -8511743.603765
  nChanged 389
		SP:Iteration 21Q (39552.880000 sec): 3 clusters
  Score: Raw -8515452.510984 + Penalty 3666.924759 = -8511785.586225
  nChanged 434
		SP:Iteration 22Q (39553.530000 sec): 3 clusters
  Score: Raw -8515497.905347 + Penalty 3666.924759 = -8511830.980589
  nChanged 401
		SP:Iteration 23Q (39554.120000 sec): 3 clusters
  Score: Raw -8515535.810966 + Penalty 3666.924759 = -8511868.886208
  nChanged 391
		SP:Iteration 24Q (39554.750000 sec): 3 clusters
  Score: Raw -8515578.971747 + Penalty 3666.924759 = -8511912.046988
  nChanged 408
		SP:Iteration 25Q (39555.410000 sec): 3 clusters
  Score: Raw -8515624.793296 + Penalty 3666.924759 = -8511957.868537
  nChanged 436
		SP:Iteration 26Q (39556.060000 sec): 3 clusters
  Score: Raw -8515674.573316 + Penalty 3666.924759 = -8512007.648557
  nChanged 475
		SP:Iteration 27Q (39556.720000 sec): 3 clusters
  Score: Raw -8515733.115640 + Penalty 3666.924759 = -8512066.190881
  nChanged 480
		SP:Iteration 28Q (39557.400000 sec): 3 clusters
  Score: Raw -8515794.537118 + Penalty 3666.924759 = -8512127.612359
  nChanged 519
		SP:Iteration 29Q (39558.050000 sec): 3 clusters
  Score: Raw -8515858.666744 + Penalty 3666.924759 = -8512191.741985
  nChanged 499
		SP:Iteration 30Q (39558.700000 sec): 3 clusters
  Score: Raw -8515920.990739 + Penalty 3666.924759 = -8512254.065980
  nChanged 503
		SP:Iteration 31Q (39559.350000 sec): 3 clusters
  Score: Raw -8515982.563565 + Penalty 3666.924759 = -8512315.638806
  nChanged 521
		SP:Iteration 32Q (39560.060000 sec): 3 clusters
  Score: Raw -8516046.981577 + Penalty 3666.924759 = -8512380.056818
  nChanged 494
		SP:Iteration 33Q (39560.700000 sec): 3 clusters
  Score: Raw -8516109.677041 + Penalty 3666.924759 = -8512442.752282
  nChanged 513
		SP:Iteration 34Q (39561.400000 sec): 3 clusters
  Score: Raw -8516176.566390 + Penalty 3666.924759 = -8512509.641631
  nChanged 518
		SP:Iteration 35Q (39562.110000 sec): 3 clusters
  Score: Raw -8516254.826645 + Penalty 3666.924759 = -8512587.901887
  nChanged 583
		SP:Iteration 36Q (39562.750000 sec): 3 clusters
  Score: Raw -8516346.911535 + Penalty 3666.924759 = -8512679.986776
  nChanged 621
		SP:Iteration 37Q (39563.420000 sec): 3 clusters
  Score: Raw -8516450.276056 + Penalty 3666.924759 = -8512783.351298
  nChanged 651
		SP:Iteration 38Q (39564.070000 sec): 3 clusters
  Score: Raw -8516565.889775 + Penalty 3666.924759 = -8512898.965017
  nChanged 711
		SP:Iteration 39Q (39564.670000 sec): 3 clusters
  Score: Raw -8516696.000545 + Penalty 3666.924759 = -8513029.075786
  nChanged 763
		SP:Iteration 40F (39565.390000 sec): 3 clusters
  Score: Raw -8516834.083732 + Penalty 3666.924759 = -8513167.158973
  nChanged 776
		SP:Iteration 41Q (39566.020000 sec): 3 clusters
  Score: Raw -8516980.471841 + Penalty 3666.924759 = -8513313.547082
  nChanged 802
		SP:Iteration 42Q (39566.600000 sec): 3 clusters
  Score: Raw -8517138.276551 + Penalty 3666.924759 = -8513471.351792
  nChanged 831
		SP:Iteration 43Q (39567.280000 sec): 3 clusters
  Score: Raw -8517309.220252 + Penalty 3666.924759 = -8513642.295494
  nChanged 936
		SP:Iteration 44Q (39567.940000 sec): 3 clusters
  Score: Raw -8517515.592543 + Penalty 3666.924759 = -8513848.667785
  nChanged 965
		SP:Iteration 45Q (39568.520000 sec): 3 clusters
  Score: Raw -8517741.683336 + Penalty 3666.924759 = -8514074.758577
  nChanged 1045
		SP:Iteration 46Q (39569.210000 sec): 3 clusters
  Score: Raw -8518022.306616 + Penalty 3666.924759 = -8514355.381857
  nChanged 1156
		SP:Iteration 47Q (39569.840000 sec): 3 clusters
  Score: Raw -8518358.489612 + Penalty 3666.924759 = -8514691.564853
  nChanged 1190
		SP:Iteration 48Q (39570.490000 sec): 3 clusters
  Score: Raw -8518722.330190 + Penalty 3666.924759 = -8515055.405431
  nChanged 1262
		SP:Iteration 49Q (39571.200000 sec): 3 clusters
  Score: Raw -8519130.828344 + Penalty 3666.924759 = -8515463.903585
  nChanged 1293
		SP:Iteration 50Q (39571.870000 sec): 3 clusters
  Score: Raw -8519573.990576 + Penalty 3666.924759 = -8515907.065818
  nChanged 1314
		SP:Iteration 51Q (39572.500000 sec): 3 clusters
  Score: Raw -8520043.478830 + Penalty 3666.924759 = -8516376.554071
  nChanged 1350
		SP:Iteration 52Q (39573.100000 sec): 3 clusters
  Score: Raw -8520561.196389 + Penalty 3666.924759 = -8516894.271630
  nChanged 1366
		SP:Iteration 53Q (39573.750000 sec): 3 clusters
  Score: Raw -8521118.699347 + Penalty 3666.924759 = -8517451.774588
  nChanged 1361
		SP:Iteration 54Q (39574.350000 sec): 3 clusters
  Score: Raw -8521707.040157 + Penalty 3666.924759 = -8518040.115398
  nChanged 1325
		SP:Iteration 55Q (39574.980000 sec): 3 clusters
  Score: Raw -8522311.373190 + Penalty 3666.924759 = -8518644.448432
  nChanged 1348
		SP:Iteration 56Q (39575.630000 sec): 3 clusters
  Score: Raw -8522982.211187 + Penalty 3666.924759 = -8519315.286428
  nChanged 1312
		SP:Iteration 57Q (39576.220000 sec): 3 clusters
  Score: Raw -8523674.500736 + Penalty 3666.924759 = -8520007.575977
  nChanged 1200
		SP:Iteration 58Q (39576.790000 sec): 3 clusters
  Score: Raw -8524309.918817 + Penalty 3666.924759 = -8520642.994058
  nChanged 1097
		SP:Iteration 59Q (39577.370000 sec): 3 clusters
  Score: Raw -8524861.954344 + Penalty 3666.924759 = -8521195.029585
  nChanged 978
		SP:Iteration 60F (39577.970000 sec): 3 clusters
  Score: Raw -8525363.894363 + Penalty 3666.924759 = -8521696.969604
  nChanged 902
		SP:Iteration 61Q (39578.590000 sec): 3 clusters
  Score: Raw -8525826.374660 + Penalty 3666.924759 = -8522159.449901
  nChanged 797
		SP:Iteration 62Q (39579.190000 sec): 3 clusters
  Score: Raw -8526214.332588 + Penalty 3666.924759 = -8522547.407829
  nChanged 729
		SP:Iteration 63Q (39579.790000 sec): 3 clusters
  Score: Raw -8526571.983339 + Penalty 3666.924759 = -8522905.058580
  nChanged 649
		SP:Iteration 64Q (39580.340000 sec): 3 clusters
  Score: Raw -8526898.205010 + Penalty 3666.924759 = -8523231.280252
  nChanged 578
		SP:Iteration 65Q (39580.870000 sec): 3 clusters
  Score: Raw -8527182.248362 + Penalty 3666.924759 = -8523515.323603
  nChanged 467
		SP:Iteration 66Q (39581.430000 sec): 3 clusters
  Score: Raw -8527395.643752 + Penalty 3666.924759 = -8523728.718993
  nChanged 399
		SP:Iteration 67Q (39582.000000 sec): 3 clusters
  Score: Raw -8527584.850614 + Penalty 3666.924759 = -8523917.925855
  nChanged 348
		SP:Iteration 68Q (39582.670000 sec): 3 clusters
  Score: Raw -8527755.404385 + Penalty 3666.924759 = -8524088.479626
  nChanged 312
		SP:Iteration 69Q (39583.260000 sec): 3 clusters
  Score: Raw -8527899.166271 + Penalty 3666.924759 = -8524232.241513
  nChanged 255
		SP:Iteration 70Q (39583.860000 sec): 3 clusters
  Score: Raw -8528036.333780 + Penalty 3666.924759 = -8524369.409022
  nChanged 218
		SP:Iteration 71Q (39584.390000 sec): 3 clusters
  Score: Raw -8528154.699876 + Penalty 3666.924759 = -8524487.775118
  nChanged 202
		SP:Iteration 72Q (39585.010000 sec): 3 clusters
  Score: Raw -8528260.342674 + Penalty 3666.924759 = -8524593.417915
  nChanged 173
		SP:Iteration 73Q (39585.620000 sec): 3 clusters
  Score: Raw -8528348.264382 + Penalty 3666.924759 = -8524681.339623
  nChanged 144
		SP:Iteration 74Q (39586.200000 sec): 3 clusters
  Score: Raw -8528421.178226 + Penalty 3666.924759 = -8524754.253467
  nChanged 120
		SP:Iteration 75Q (39586.810000 sec): 3 clusters
  Score: Raw -8528477.663362 + Penalty 3666.924759 = -8524810.738603
  nChanged 89
		SP:Iteration 76Q (39587.340000 sec): 3 clusters
  Score: Raw -8528528.218621 + Penalty 3666.924759 = -8524861.293862
  nChanged 83
		SP:Iteration 77Q (39587.920000 sec): 3 clusters
  Score: Raw -8528567.695150 + Penalty 3666.924759 = -8524900.770391
  nChanged 57
		SP:Iteration 78Q (39588.510000 sec): 3 clusters
  Score: Raw -8528595.894948 + Penalty 3666.924759 = -8524928.970190
  nChanged 51
		SP:Iteration 79Q (39589.150000 sec): 3 clusters
  Score: Raw -8528622.436491 + Penalty 3666.924759 = -8524955.511732
  nChanged 34
		SP:Iteration 80F (39589.830000 sec): 3 clusters
  Score: Raw -8528636.593332 + Penalty 3666.924759 = -8524969.668573
  nChanged 27
		SP:Iteration 81Q (39590.470000 sec): 3 clusters
  Score: Raw -8528646.619507 + Penalty 3666.924759 = -8524979.694748
  nChanged 21
		SP:Iteration 82Q (39591.060000 sec): 3 clusters
  Score: Raw -8528654.611465 + Penalty 3666.924759 = -8524987.686707
  nChanged 15
		SP:Iteration 83Q (39591.600000 sec): 3 clusters
  Score: Raw -8528659.903983 + Penalty 3666.924759 = -8524992.979225
  nChanged 13
		SP:Iteration 84Q (39592.220000 sec): 3 clusters
  Score: Raw -8528665.389245 + Penalty 3666.924759 = -8524998.464486
  nChanged 16
		SP:Iteration 85Q (39592.770000 sec): 3 clusters
  Score: Raw -8528672.508155 + Penalty 3666.924759 = -8525005.583397
  nChanged 16
		SP:Iteration 86Q (39593.340000 sec): 3 clusters
  Score: Raw -8528678.408988 + Penalty 3666.924759 = -8525011.484229
  nChanged 11
		SP:Iteration 87Q (39593.970000 sec): 3 clusters
  Score: Raw -8528682.464620 + Penalty 3666.924759 = -8525015.539861
  nChanged 8
		SP:Iteration 88Q (39594.590000 sec): 3 clusters
  Score: Raw -8528685.126950 + Penalty 3666.924759 = -8525018.202191
  nChanged 4
		SP:Iteration 89Q (39595.190000 sec): 3 clusters
  Score: Raw -8528687.172850 + Penalty 3666.924759 = -8525020.248091
  nChanged 8
		SP:Iteration 90Q (39595.680000 sec): 3 clusters
  Score: Raw -8528690.556447 + Penalty 3666.924759 = -8525023.631689
  nChanged 7
		SP:Iteration 91Q (39596.200000 sec): 3 clusters
  Score: Raw -8528693.241318 + Penalty 3666.924759 = -8525026.316559
  nChanged 7
		SP:Iteration 92Q (39596.700000 sec): 3 clusters
  Score: Raw -8528695.991992 + Penalty 3666.924759 = -8525029.067233
  nChanged 10
		SP:Iteration 93Q (39597.210000 sec): 3 clusters
  Score: Raw -8528699.763592 + Penalty 3666.924759 = -8525032.838834
  nChanged 10
		SP:Iteration 94Q (39597.740000 sec): 3 clusters
  Score: Raw -8528703.387105 + Penalty 3666.924759 = -8525036.462346
  nChanged 6
		SP:Iteration 95Q (39598.250000 sec): 3 clusters
  Score: Raw -8528706.221045 + Penalty 3666.924759 = -8525039.296286
  nChanged 7
		SP:Iteration 96Q (39598.780000 sec): 3 clusters
  Score: Raw -8528709.228989 + Penalty 3666.924759 = -8525042.304230
  nChanged 9
		SP:Iteration 97Q (39599.280000 sec): 3 clusters
  Score: Raw -8528713.182856 + Penalty 3666.924759 = -8525046.258097
  nChanged 8
		SP:Iteration 98Q (39599.900000 sec): 3 clusters
  Score: Raw -8528716.107937 + Penalty 3666.924759 = -8525049.183178
  nChanged 9
		SP:Iteration 99Q (39600.520000 sec): 3 clusters
  Score: Raw -8528720.056273 + Penalty 3666.924759 = -8525053.131514
  nChanged 9
		SP:Iteration 100F (39601.220000 sec): 3 clusters
  Score: Raw -8528723.260817 + Penalty 3666.924759 = -8525056.336058
  nChanged 6
		SP:Iteration 101Q (39601.850000 sec): 3 clusters
  Score: Raw -8528725.395838 + Penalty 3666.924759 = -8525058.471079
  nChanged 5
		SP:Iteration 102Q (39602.460000 sec): 3 clusters
  Score: Raw -8528727.591310 + Penalty 3666.924759 = -8525060.666551
  nChanged 6
		SP:Iteration 103Q (39603.130000 sec): 3 clusters
  Score: Raw -8528729.483493 + Penalty 3666.924759 = -8525062.558735
  nChanged 5
		SP:Iteration 104Q (39603.820000 sec): 3 clusters
  Score: Raw -8528730.985262 + Penalty 3666.924759 = -8525064.060503
  nChanged 3
		SP:Iteration 105Q (39604.420000 sec): 3 clusters
  Score: Raw -8528731.986656 + Penalty 3666.924759 = -8525065.061897
  nChanged 4
		SP:Iteration 106Q (39605.070000 sec): 3 clusters
  Score: Raw -8528733.522261 + Penalty 3666.924759 = -8525066.597502
  nChanged 3
		SP:Iteration 107Q (39605.680000 sec): 3 clusters
  Score: Raw -8528734.288604 + Penalty 3666.924759 = -8525067.363845
  nChanged 1
		SP:Iteration 108Q (39606.260000 sec): 3 clusters
  Score: Raw -8528734.487118 + Penalty 3666.924759 = -8525067.562359
  nChanged 0
		SP:Iteration 109F (39606.860000 sec): 3 clusters
  Score: Raw -8528734.487118 + Penalty 3666.924759 = -8525067.562359
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (2246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39606.970000 sec): 2 clusters
  Score: Raw -201460.330915 + Penalty 1253.997247 = -200206.333668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39607.210000 sec): 3 clusters
  Score: Raw -200535.869078 + Penalty 2507.994494 = -198027.874584
  nChanged 814
		SP:Iteration 1F (39607.340000 sec): 3 clusters
  Score: Raw -201203.780490 + Penalty 2507.994494 = -198695.785996
  nChanged 224
		SP:Iteration 2F (39607.490000 sec): 3 clusters
  Score: Raw -201483.031700 + Penalty 2507.994494 = -198975.037206
  nChanged 189
		SP:Iteration 3F (39607.640000 sec): 3 clusters
  Score: Raw -201738.045036 + Penalty 2507.994494 = -199230.050542
  nChanged 170
		SP:Iteration 4F (39607.730000 sec): 3 clusters
  Score: Raw -201970.506570 + Penalty 2507.994494 = -199462.512076
  nChanged 136
		SP:Iteration 5F (39607.900000 sec): 3 clusters
  Score: Raw -202143.916816 + Penalty 2507.994494 = -199635.922322
  nChanged 104
		SP:Iteration 6Q (39608.040000 sec): 3 clusters
  Score: Raw -202272.348462 + Penalty 2507.994494 = -199764.353968
  nChanged 65
		SP:Iteration 7Q (39608.180000 sec): 3 clusters
  Score: Raw -202352.972297 + Penalty 2507.994494 = -199844.977803
  nChanged 44
		SP:Iteration 8Q (39608.280000 sec): 3 clusters
  Score: Raw -202397.038431 + Penalty 2507.994494 = -199889.043937
  nChanged 29
		SP:Iteration 9Q (39608.420000 sec): 3 clusters
  Score: Raw -202427.006251 + Penalty 2507.994494 = -199919.011757
  nChanged 23
		SP:Iteration 10Q (39608.550000 sec): 3 clusters
  Score: Raw -202450.941795 + Penalty 2507.994494 = -199942.947301
  nChanged 17
		SP:Iteration 11Q (39608.690000 sec): 3 clusters
  Score: Raw -202465.534180 + Penalty 2507.994494 = -199957.539686
  nChanged 18
		SP:Iteration 12Q (39608.840000 sec): 3 clusters
  Score: Raw -202479.674724 + Penalty 2507.994494 = -199971.680230
  nChanged 16
		SP:Iteration 13Q (39608.930000 sec): 3 clusters
  Score: Raw -202488.166082 + Penalty 2507.994494 = -199980.171588
  nChanged 10
		SP:Iteration 14Q (39609.080000 sec): 3 clusters
  Score: Raw -202494.156783 + Penalty 2507.994494 = -199986.162289
  nChanged 14
		SP:Iteration 15Q (39609.220000 sec): 3 clusters
  Score: Raw -202503.992942 + Penalty 2507.994494 = -199995.998448
  nChanged 18
		SP:Iteration 16Q (39609.320000 sec): 3 clusters
  Score: Raw -202514.104171 + Penalty 2507.994494 = -200006.109677
  nChanged 10
		SP:Iteration 17Q (39609.460000 sec): 3 clusters
  Score: Raw -202517.797917 + Penalty 2507.994494 = -200009.803423
  nChanged 3
		SP:Iteration 18Q (39609.600000 sec): 3 clusters
  Score: Raw -202518.634263 + Penalty 2507.994494 = -200010.639769
  nChanged 4
		SP:Iteration 19Q (39609.750000 sec): 3 clusters
  Score: Raw -202520.735442 + Penalty 2507.994494 = -200012.740948
  nChanged 6
		SP:Iteration 20F (39609.840000 sec): 3 clusters
  Score: Raw -202523.914776 + Penalty 2507.994494 = -200015.920282
  nChanged 3
		SP:Iteration 21Q (39609.990000 sec): 3 clusters
  Score: Raw -202528.143523 + Penalty 2507.994494 = -200020.149029
  nChanged 6
		SP:Iteration 22Q (39610.130000 sec): 3 clusters
  Score: Raw -202531.676266 + Penalty 2507.994494 = -200023.681772
  nChanged 6
		SP:Iteration 23Q (39610.230000 sec): 3 clusters
  Score: Raw -202536.159632 + Penalty 2507.994494 = -200028.165138
  nChanged 5
		SP:Iteration 24Q (39610.390000 sec): 3 clusters
  Score: Raw -202540.023685 + Penalty 2507.994494 = -200032.029191
  nChanged 6
		SP:Iteration 25Q (39610.540000 sec): 3 clusters
  Score: Raw -202543.520836 + Penalty 2507.994494 = -200035.526342
  nChanged 5
		SP:Iteration 26Q (39610.650000 sec): 3 clusters
  Score: Raw -202547.964552 + Penalty 2507.994494 = -200039.970058
  nChanged 4
		SP:Iteration 27Q (39610.800000 sec): 3 clusters
  Score: Raw -202550.624499 + Penalty 2507.994494 = -200042.630005
  nChanged 2
		SP:Iteration 28Q (39610.960000 sec): 3 clusters
  Score: Raw -202552.416127 + Penalty 2507.994494 = -200044.421633
  nChanged 2
		SP:Iteration 29Q (39611.110000 sec): 3 clusters
  Score: Raw -202553.075419 + Penalty 2507.994494 = -200045.080925
  nChanged 0
		SP:Iteration 30F (39611.220000 sec): 3 clusters
  Score: Raw -202553.075419 + Penalty 2507.994494 = -200045.080925
  nChanged 0
Iteration 99Q (39702.210000 sec): 70 clusters
  Score: Raw -107626872.831061 + Penalty 155988.504094 = -107470884.326968
  nChanged 11813
Iteration 100F (39853.130000 sec): 70 clusters
  Score: Raw -107633388.725802 + Penalty 155988.504094 = -107477400.221708
  nChanged 10142
Iteration 101Q (39932.600000 sec): 70 clusters
  Score: Raw -107636667.870811 + Penalty 155988.504094 = -107480679.366717
  nChanged 7358
Iteration 102Q (40026.960000 sec): 70 clusters
  Score: Raw -107638503.114341 + Penalty 155988.504094 = -107482514.610248
  nChanged 5861
Iteration 103Q (40128.040000 sec): 70 clusters
  Score: Raw -107639642.512261 + Penalty 155988.504094 = -107483654.008167
  nChanged 4953
Iteration 104Q (40230.540000 sec): 70 clusters
  Score: Raw -107640460.527472 + Penalty 155988.504094 = -107484472.023378
  nChanged 4437
Iteration 105Q (40332.060000 sec): 70 clusters
  Score: Raw -107641115.805369 + Penalty 155988.504094 = -107485127.301275
  nChanged 3959
Iteration 106Q (40435.980000 sec): 70 clusters
  Score: Raw -107641657.133491 + Penalty 155988.504094 = -107485668.629398
  nChanged 3612
Iteration 107Q (40527.660000 sec): 70 clusters
  Score: Raw -107642138.951668 + Penalty 155988.504094 = -107486150.447574
  nChanged 3311
Iteration 108Q (40623.290000 sec): 70 clusters
  Score: Raw -107642549.675020 + Penalty 155988.504094 = -107486561.170926
  nChanged 3056
Iteration 109Q (40711.050000 sec): 70 clusters
  Score: Raw -107642899.901910 + Penalty 155988.504094 = -107486911.397816
  nChanged 2846
Iteration 110Q (40802.480000 sec): 70 clusters
  Score: Raw -107643203.024390 + Penalty 155988.504094 = -107487214.520296
  nChanged 2712
Iteration 111Q (40893.520000 sec): 70 clusters
  Score: Raw -107643465.428979 + Penalty 155988.504094 = -107487476.924885
  nChanged 2478
Iteration 112Q (40983.020000 sec): 70 clusters
  Score: Raw -107643681.586138 + Penalty 155988.504094 = -107487693.082044
  nChanged 2320
Iteration 113Q (41072.890000 sec): 70 clusters
  Score: Raw -107643881.286504 + Penalty 155988.504094 = -107487892.782410
  nChanged 2269
Iteration 114Q (41164.710000 sec): 70 clusters
  Score: Raw -107644067.342978 + Penalty 155988.504094 = -107488078.838884
  nChanged 2164
Iteration 115Q (41256.210000 sec): 70 clusters
  Score: Raw -107644231.185016 + Penalty 155988.504094 = -107488242.680922
  nChanged 2095
Iteration 116Q (41351.450000 sec): 70 clusters
  Score: Raw -107644389.751799 + Penalty 155988.504094 = -107488401.247706
  nChanged 1990
Iteration 117Q (41444.140000 sec): 70 clusters
  Score: Raw -107644534.148967 + Penalty 155988.504094 = -107488545.644873
  nChanged 1923
Iteration 118Q (41542.040000 sec): 70 clusters
  Score: Raw -107644666.139010 + Penalty 155988.504094 = -107488677.634917
  nChanged 1830
Iteration 119Q (41648.180000 sec): 70 clusters
  Score: Raw -107644788.397669 + Penalty 155988.504094 = -107488799.893575
  nChanged 1791
Iteration 120F (41817.510000 sec): 70 clusters
  Score: Raw -107644977.553229 + Penalty 155988.504094 = -107488989.049135
  nChanged 1814
Iteration 121Q (41909.680000 sec): 70 clusters
  Score: Raw -107645126.009891 + Penalty 155988.504094 = -107489137.505797
  nChanged 1836
Iteration 122Q (42005.840000 sec): 70 clusters
  Score: Raw -107645264.353509 + Penalty 155988.504094 = -107489275.849416
  nChanged 1839
Iteration 123Q (42095.510000 sec): 70 clusters
  Score: Raw -107645402.025484 + Penalty 155988.504094 = -107489413.521391
  nChanged 1795
Iteration 124Q (42195.950000 sec): 70 clusters
  Score: Raw -107645537.141573 + Penalty 155988.504094 = -107489548.637479
  nChanged 1777
Iteration 125Q (42295.140000 sec): 70 clusters
  Score: Raw -107645680.347400 + Penalty 155988.504094 = -107489691.843306
  nChanged 1720
Iteration 126Q (42390.780000 sec): 70 clusters
  Score: Raw -107645824.351940 + Penalty 155988.504094 = -107489835.847846
  nChanged 1633
Iteration 127Q (42485.200000 sec): 70 clusters
  Score: Raw -107645963.747649 + Penalty 155988.504094 = -107489975.243555
  nChanged 1666
Iteration 128Q (42586.440000 sec): 70 clusters
  Score: Raw -107646111.367289 + Penalty 155988.504094 = -107490122.863195
  nChanged 1642
Iteration 129Q (42674.150000 sec): 70 clusters
  Score: Raw -107646242.469213 + Penalty 155988.504094 = -107490253.965120
  nChanged 1636
Iteration 130Q (42762.740000 sec): 70 clusters
  Score: Raw -107646361.689688 + Penalty 155988.504094 = -107490373.185594
  nChanged 1572
Iteration 131Q (42863.280000 sec): 70 clusters
  Score: Raw -107646473.121469 + Penalty 155988.504094 = -107490484.617376
  nChanged 1562
Iteration 132Q (42966.760000 sec): 70 clusters
  Score: Raw -107646576.268175 + Penalty 155988.504094 = -107490587.764081
  nChanged 1552
Iteration 133Q (43070.110000 sec): 70 clusters
  Score: Raw -107646678.686966 + Penalty 155988.504094 = -107490690.182872
  nChanged 1518
Iteration 134Q (43173.170000 sec): 70 clusters
  Score: Raw -107646785.742952 + Penalty 155988.504094 = -107490797.238859
  nChanged 1512
Iteration 135Q (43280.120000 sec): 70 clusters
  Score: Raw -107646892.489601 + Penalty 155988.504094 = -107490903.985507
  nChanged 1450
Iteration 136Q (43383.410000 sec): 70 clusters
  Score: Raw -107646999.206363 + Penalty 155988.504094 = -107491010.702269
  nChanged 1461
Iteration 137Q (43473.210000 sec): 70 clusters
  Score: Raw -107647103.833928 + Penalty 155988.504094 = -107491115.329835
  nChanged 1425
Iteration 138Q (43560.620000 sec): 70 clusters
  Score: Raw -107647209.988467 + Penalty 155988.504094 = -107491221.484373
  nChanged 1431
Writing temp clu file 
Because OldScore, -107491115.329835, is greater than current (better) Score,-107491221.484373 
 Compute initial score before splitting:   Score: Raw -107647209.988467 + Penalty 155988.504094 = -107491221.484373
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (79047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43561.390000 sec): 2 clusters
  Score: Raw -7545503.673898 + Penalty 1832.642157 = -7543671.031740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43562.100000 sec): 3 clusters
  Score: Raw -7494346.968320 + Penalty 3665.284315 = -7490681.684006
  nChanged 37643
		SP:Iteration 1F (43562.770000 sec): 3 clusters
  Score: Raw -7517084.267529 + Penalty 3665.284315 = -7513418.983214
  nChanged 3855
		SP:Iteration 2Q (43563.500000 sec): 3 clusters
  Score: Raw -7518729.454328 + Penalty 3665.284315 = -7515064.170013
  nChanged 4464
		SP:Iteration 3F (43564.070000 sec): 3 clusters
  Score: Raw -7521149.051375 + Penalty 3665.284315 = -7517483.767061
  nChanged 5259
		SP:Iteration 4F (43564.730000 sec): 3 clusters
  Score: Raw -7524752.651561 + Penalty 3665.284315 = -7521087.367247
  nChanged 5501
		SP:Iteration 5F (43565.390000 sec): 3 clusters
  Score: Raw -7529259.360401 + Penalty 3665.284315 = -7525594.076086
  nChanged 5115
		SP:Iteration 6F (43566.050000 sec): 3 clusters
  Score: Raw -7533648.540736 + Penalty 3665.284315 = -7529983.256421
  nChanged 4039
		SP:Iteration 7F (43566.600000 sec): 3 clusters
  Score: Raw -7536860.528104 + Penalty 3665.284315 = -7533195.243789
  nChanged 3029
		SP:Iteration 8Q (43567.120000 sec): 3 clusters
  Score: Raw -7538822.848086 + Penalty 3665.284315 = -7535157.563771
  nChanged 2206
		SP:Iteration 9Q (43567.650000 sec): 3 clusters
  Score: Raw -7540064.494556 + Penalty 3665.284315 = -7536399.210242
  nChanged 1632
		SP:Iteration 10Q (43568.220000 sec): 3 clusters
  Score: Raw -7540946.372941 + Penalty 3665.284315 = -7537281.088626
  nChanged 1389
		SP:Iteration 11Q (43568.830000 sec): 3 clusters
  Score: Raw -7541689.753421 + Penalty 3665.284315 = -7538024.469107
  nChanged 1248
		SP:Iteration 12Q (43569.420000 sec): 3 clusters
  Score: Raw -7542379.170162 + Penalty 3665.284315 = -7538713.885848
  nChanged 1115
		SP:Iteration 13Q (43569.950000 sec): 3 clusters
  Score: Raw -7542995.649645 + Penalty 3665.284315 = -7539330.365330
  nChanged 1066
		SP:Iteration 14Q (43570.470000 sec): 3 clusters
  Score: Raw -7543591.635141 + Penalty 3665.284315 = -7539926.350826
  nChanged 950
		SP:Iteration 15Q (43570.960000 sec): 3 clusters
  Score: Raw -7544108.183189 + Penalty 3665.284315 = -7540442.898874
  nChanged 819
		SP:Iteration 16Q (43571.500000 sec): 3 clusters
  Score: Raw -7544561.128250 + Penalty 3665.284315 = -7540895.843935
  nChanged 738
		SP:Iteration 17Q (43572.090000 sec): 3 clusters
  Score: Raw -7544947.675841 + Penalty 3665.284315 = -7541282.391526
  nChanged 627
		SP:Iteration 18Q (43572.620000 sec): 3 clusters
  Score: Raw -7545262.343100 + Penalty 3665.284315 = -7541597.058785
  nChanged 537
		SP:Iteration 19Q (43573.200000 sec): 3 clusters
  Score: Raw -7545534.351597 + Penalty 3665.284315 = -7541869.067283
  nChanged 429
		SP:Iteration 20F (43573.820000 sec): 3 clusters
  Score: Raw -7545746.289000 + Penalty 3665.284315 = -7542081.004685
  nChanged 346
		SP:Iteration 21Q (43574.400000 sec): 3 clusters
  Score: Raw -7545929.381908 + Penalty 3665.284315 = -7542264.097593
  nChanged 297
		SP:Iteration 22Q (43574.950000 sec): 3 clusters
  Score: Raw -7546084.904434 + Penalty 3665.284315 = -7542419.620120
  nChanged 237
		SP:Iteration 23Q (43575.500000 sec): 3 clusters
  Score: Raw -7546209.749078 + Penalty 3665.284315 = -7542544.464764
  nChanged 237
		SP:Iteration 24Q (43576.080000 sec): 3 clusters
  Score: Raw -7546317.168117 + Penalty 3665.284315 = -7542651.883802
  nChanged 192
		SP:Iteration 25Q (43576.650000 sec): 3 clusters
  Score: Raw -7546395.503126 + Penalty 3665.284315 = -7542730.218811
  nChanged 169
		SP:Iteration 26Q (43577.180000 sec): 3 clusters
  Score: Raw -7546464.741373 + Penalty 3665.284315 = -7542799.457058
  nChanged 157
		SP:Iteration 27Q (43577.750000 sec): 3 clusters
  Score: Raw -7546521.116184 + Penalty 3665.284315 = -7542855.831869
  nChanged 129
		SP:Iteration 28Q (43578.360000 sec): 3 clusters
  Score: Raw -7546567.427183 + Penalty 3665.284315 = -7542902.142869
  nChanged 118
		SP:Iteration 29Q (43578.830000 sec): 3 clusters
  Score: Raw -7546601.335400 + Penalty 3665.284315 = -7542936.051085
  nChanged 88
		SP:Iteration 30Q (43579.400000 sec): 3 clusters
  Score: Raw -7546622.222286 + Penalty 3665.284315 = -7542956.937972
  nChanged 69
		SP:Iteration 31Q (43579.990000 sec): 3 clusters
  Score: Raw -7546637.077018 + Penalty 3665.284315 = -7542971.792703
  nChanged 57
		SP:Iteration 32Q (43580.590000 sec): 3 clusters
  Score: Raw -7546649.136396 + Penalty 3665.284315 = -7542983.852081
  nChanged 37
		SP:Iteration 33Q (43581.150000 sec): 3 clusters
  Score: Raw -7546656.594902 + Penalty 3665.284315 = -7542991.310587
  nChanged 43
		SP:Iteration 34Q (43581.770000 sec): 3 clusters
  Score: Raw -7546667.986630 + Penalty 3665.284315 = -7543002.702315
  nChanged 48
		SP:Iteration 35Q (43582.380000 sec): 3 clusters
  Score: Raw -7546679.948532 + Penalty 3665.284315 = -7543014.664217
  nChanged 46
		SP:Iteration 36Q (43582.890000 sec): 3 clusters
  Score: Raw -7546688.223438 + Penalty 3665.284315 = -7543022.939123
  nChanged 33
		SP:Iteration 37Q (43583.390000 sec): 3 clusters
  Score: Raw -7546694.607271 + Penalty 3665.284315 = -7543029.322956
  nChanged 31
		SP:Iteration 38Q (43583.950000 sec): 3 clusters
  Score: Raw -7546700.307701 + Penalty 3665.284315 = -7543035.023387
  nChanged 29
		SP:Iteration 39Q (43584.520000 sec): 3 clusters
  Score: Raw -7546705.290522 + Penalty 3665.284315 = -7543040.006207
  nChanged 26
		SP:Iteration 40F (43585.120000 sec): 3 clusters
  Score: Raw -7546711.333768 + Penalty 3665.284315 = -7543046.049453
  nChanged 23
		SP:Iteration 41Q (43585.650000 sec): 3 clusters
  Score: Raw -7546714.796567 + Penalty 3665.284315 = -7543049.512252
  nChanged 21
		SP:Iteration 42Q (43586.230000 sec): 3 clusters
  Score: Raw -7546718.302755 + Penalty 3665.284315 = -7543053.018440
  nChanged 18
		SP:Iteration 43Q (43586.810000 sec): 3 clusters
  Score: Raw -7546720.867594 + Penalty 3665.284315 = -7543055.583279
  nChanged 15
		SP:Iteration 44Q (43587.450000 sec): 3 clusters
  Score: Raw -7546723.602374 + Penalty 3665.284315 = -7543058.318059
  nChanged 16
		SP:Iteration 45Q (43588.010000 sec): 3 clusters
  Score: Raw -7546726.759876 + Penalty 3665.284315 = -7543061.475562
  nChanged 16
		SP:Iteration 46Q (43588.590000 sec): 3 clusters
  Score: Raw -7546729.068687 + Penalty 3665.284315 = -7543063.784372
  nChanged 15
		SP:Iteration 47Q (43589.130000 sec): 3 clusters
  Score: Raw -7546731.900103 + Penalty 3665.284315 = -7543066.615789
  nChanged 17
		SP:Iteration 48Q (43589.740000 sec): 3 clusters
  Score: Raw -7546734.419534 + Penalty 3665.284315 = -7543069.135220
  nChanged 5
		SP:Iteration 49Q (43590.300000 sec): 3 clusters
  Score: Raw -7546735.048664 + Penalty 3665.284315 = -7543069.764349
  nChanged 7
		SP:Iteration 50Q (43590.780000 sec): 3 clusters
  Score: Raw -7546736.116102 + Penalty 3665.284315 = -7543070.831787
  nChanged 6
		SP:Iteration 51Q (43591.330000 sec): 3 clusters
  Score: Raw -7546736.925759 + Penalty 3665.284315 = -7543071.641445
  nChanged 5
		SP:Iteration 52Q (43591.940000 sec): 3 clusters
  Score: Raw -7546737.837078 + Penalty 3665.284315 = -7543072.552763
  nChanged 7
		SP:Iteration 53Q (43592.500000 sec): 3 clusters
  Score: Raw -7546738.868782 + Penalty 3665.284315 = -7543073.584467
  nChanged 2
		SP:Iteration 54Q (43593.050000 sec): 3 clusters
  Score: Raw -7546739.105426 + Penalty 3665.284315 = -7543073.821112
  nChanged 5
		SP:Iteration 55Q (43593.600000 sec): 3 clusters
  Score: Raw -7546739.663085 + Penalty 3665.284315 = -7543074.378770
  nChanged 3
		SP:Iteration 56Q (43594.180000 sec): 3 clusters
  Score: Raw -7546739.919592 + Penalty 3665.284315 = -7543074.635277
  nChanged 1
		SP:Iteration 57Q (43594.690000 sec): 3 clusters
  Score: Raw -7546740.066642 + Penalty 3665.284315 = -7543074.782327
  nChanged 1
		SP:Iteration 58Q (43595.200000 sec): 3 clusters
  Score: Raw -7546740.332251 + Penalty 3665.284315 = -7543075.047937
  nChanged 2
		SP:Iteration 59Q (43595.730000 sec): 3 clusters
  Score: Raw -7546741.000542 + Penalty 3665.284315 = -7543075.716227
  nChanged 2
		SP:Iteration 60F (43596.320000 sec): 3 clusters
  Score: Raw -7546741.479590 + Penalty 3665.284315 = -7543076.195275
  nChanged 4
		SP:Iteration 61Q (43596.840000 sec): 3 clusters
  Score: Raw -7546742.114869 + Penalty 3665.284315 = -7543076.830554
  nChanged 2
		SP:Iteration 62Q (43597.390000 sec): 3 clusters
  Score: Raw -7546742.273190 + Penalty 3665.284315 = -7543076.988875
  nChanged 2
		SP:Iteration 63Q (43597.980000 sec): 3 clusters
  Score: Raw -7546742.601570 + Penalty 3665.284315 = -7543077.317255
  nChanged 4
		SP:Iteration 64Q (43598.540000 sec): 3 clusters
  Score: Raw -7546743.077390 + Penalty 3665.284315 = -7543077.793075
  nChanged 1
		SP:Iteration 65Q (43599.090000 sec): 3 clusters
  Score: Raw -7546743.197220 + Penalty 3665.284315 = -7543077.912905
  nChanged 1
		SP:Iteration 66Q (43599.580000 sec): 3 clusters
  Score: Raw -7546743.412726 + Penalty 3665.284315 = -7543078.128411
  nChanged 1
		SP:Iteration 67Q (43600.130000 sec): 3 clusters
  Score: Raw -7546743.497981 + Penalty 3665.284315 = -7543078.213666
  nChanged 0
		SP:Iteration 68F (43600.720000 sec): 3 clusters
  Score: Raw -7546743.497981 + Penalty 3665.284315 = -7543078.213666
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43600.970000 sec): 2 clusters
  Score: Raw -3800990.963579 + Penalty 1705.718872 = -3799285.244707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43601.340000 sec): 3 clusters
  Score: Raw -3778452.869928 + Penalty 3411.437744 = -3775041.432183
  nChanged 16751
		SP:Iteration 1F (43601.740000 sec): 3 clusters
  Score: Raw -3787722.397083 + Penalty 3411.437744 = -3784310.959338
  nChanged 1502
		SP:Iteration 2Q (43602.150000 sec): 3 clusters
  Score: Raw -3788131.178122 + Penalty 3411.437744 = -3784719.740378
  nChanged 1416
		SP:Iteration 3Q (43602.570000 sec): 3 clusters
  Score: Raw -3788559.571842 + Penalty 3411.437744 = -3785148.134098
  nChanged 1412
		SP:Iteration 4Q (43602.920000 sec): 3 clusters
  Score: Raw -3789055.466169 + Penalty 3411.437744 = -3785644.028425
  nChanged 1492
		SP:Iteration 5Q (43603.310000 sec): 3 clusters
  Score: Raw -3789641.951277 + Penalty 3411.437744 = -3786230.513532
  nChanged 1594
		SP:Iteration 6Q (43603.700000 sec): 3 clusters
  Score: Raw -3790394.136563 + Penalty 3411.437744 = -3786982.698819
  nChanged 1751
		SP:Iteration 7Q (43604.120000 sec): 3 clusters
  Score: Raw -3791380.620454 + Penalty 3411.437744 = -3787969.182710
  nChanged 1859
		SP:Iteration 8F (43604.490000 sec): 3 clusters
  Score: Raw -3792502.723749 + Penalty 3411.437744 = -3789091.286004
  nChanged 1926
		SP:Iteration 9F (43604.840000 sec): 3 clusters
  Score: Raw -3793740.990183 + Penalty 3411.437744 = -3790329.552439
  nChanged 1872
		SP:Iteration 10F (43605.270000 sec): 3 clusters
  Score: Raw -3794946.068005 + Penalty 3411.437744 = -3791534.630260
  nChanged 1642
		SP:Iteration 11Q (43605.700000 sec): 3 clusters
  Score: Raw -3795925.386366 + Penalty 3411.437744 = -3792513.948621
  nChanged 1358
		SP:Iteration 12Q (43606.080000 sec): 3 clusters
  Score: Raw -3796672.850341 + Penalty 3411.437744 = -3793261.412596
  nChanged 1176
		SP:Iteration 13Q (43606.490000 sec): 3 clusters
  Score: Raw -3797292.301577 + Penalty 3411.437744 = -3793880.863833
  nChanged 1014
		SP:Iteration 14Q (43606.980000 sec): 3 clusters
  Score: Raw -3797833.424487 + Penalty 3411.437744 = -3794421.986743
  nChanged 951
		SP:Iteration 15Q (43607.340000 sec): 3 clusters
  Score: Raw -3798345.069972 + Penalty 3411.437744 = -3794933.632227
  nChanged 862
		SP:Iteration 16Q (43607.780000 sec): 3 clusters
  Score: Raw -3798857.917366 + Penalty 3411.437744 = -3795446.479621
  nChanged 785
		SP:Iteration 17Q (43608.160000 sec): 3 clusters
  Score: Raw -3799348.540565 + Penalty 3411.437744 = -3795937.102821
  nChanged 660
		SP:Iteration 18Q (43608.580000 sec): 3 clusters
  Score: Raw -3799766.070151 + Penalty 3411.437744 = -3796354.632406
  nChanged 527
		SP:Iteration 19Q (43609.020000 sec): 3 clusters
  Score: Raw -3800089.772445 + Penalty 3411.437744 = -3796678.334700
  nChanged 404
		SP:Iteration 20F (43609.470000 sec): 3 clusters
  Score: Raw -3800331.723318 + Penalty 3411.437744 = -3796920.285574
  nChanged 308
		SP:Iteration 21Q (43609.890000 sec): 3 clusters
  Score: Raw -3800519.189972 + Penalty 3411.437744 = -3797107.752228
  nChanged 248
		SP:Iteration 22Q (43610.310000 sec): 3 clusters
  Score: Raw -3800666.211510 + Penalty 3411.437744 = -3797254.773766
  nChanged 180
		SP:Iteration 23Q (43610.730000 sec): 3 clusters
  Score: Raw -3800776.532429 + Penalty 3411.437744 = -3797365.094684
  nChanged 138
		SP:Iteration 24Q (43611.150000 sec): 3 clusters
  Score: Raw -3800854.915832 + Penalty 3411.437744 = -3797443.478087
  nChanged 105
		SP:Iteration 25Q (43611.590000 sec): 3 clusters
  Score: Raw -3800918.699681 + Penalty 3411.437744 = -3797507.261937
  nChanged 91
		SP:Iteration 26Q (43612.000000 sec): 3 clusters
  Score: Raw -3800978.933850 + Penalty 3411.437744 = -3797567.496106
  nChanged 63
		SP:Iteration 27Q (43612.420000 sec): 3 clusters
  Score: Raw -3801020.009305 + Penalty 3411.437744 = -3797608.571560
  nChanged 57
		SP:Iteration 28Q (43612.840000 sec): 3 clusters
  Score: Raw -3801052.361218 + Penalty 3411.437744 = -3797640.923474
  nChanged 34
		SP:Iteration 29Q (43613.230000 sec): 3 clusters
  Score: Raw -3801068.670350 + Penalty 3411.437744 = -3797657.232606
  nChanged 28
		SP:Iteration 30Q (43613.660000 sec): 3 clusters
  Score: Raw -3801085.504386 + Penalty 3411.437744 = -3797674.066641
  nChanged 22
		SP:Iteration 31Q (43614.080000 sec): 3 clusters
  Score: Raw -3801104.606765 + Penalty 3411.437744 = -3797693.169021
  nChanged 24
		SP:Iteration 32Q (43614.510000 sec): 3 clusters
  Score: Raw -3801121.560066 + Penalty 3411.437744 = -3797710.122322
  nChanged 21
		SP:Iteration 33Q (43614.840000 sec): 3 clusters
  Score: Raw -3801133.301065 + Penalty 3411.437744 = -3797721.863321
  nChanged 17
		SP:Iteration 34Q (43615.230000 sec): 3 clusters
  Score: Raw -3801142.713415 + Penalty 3411.437744 = -3797731.275670
  nChanged 17
		SP:Iteration 35Q (43615.610000 sec): 3 clusters
  Score: Raw -3801150.436772 + Penalty 3411.437744 = -3797738.999028
  nChanged 13
		SP:Iteration 36Q (43615.930000 sec): 3 clusters
  Score: Raw -3801156.733120 + Penalty 3411.437744 = -3797745.295375
  nChanged 8
		SP:Iteration 37Q (43616.290000 sec): 3 clusters
  Score: Raw -3801160.766165 + Penalty 3411.437744 = -3797749.328420
  nChanged 4
		SP:Iteration 38Q (43616.710000 sec): 3 clusters
  Score: Raw -3801162.760371 + Penalty 3411.437744 = -3797751.322627
  nChanged 4
		SP:Iteration 39Q (43617.090000 sec): 3 clusters
  Score: Raw -3801164.545406 + Penalty 3411.437744 = -3797753.107661
  nChanged 4
		SP:Iteration 40F (43617.510000 sec): 3 clusters
  Score: Raw -3801166.243104 + Penalty 3411.437744 = -3797754.805359
  nChanged 2
		SP:Iteration 41Q (43617.810000 sec): 3 clusters
  Score: Raw -3801166.998822 + Penalty 3411.437744 = -3797755.561078
  nChanged 2
		SP:Iteration 42Q (43618.140000 sec): 3 clusters
  Score: Raw -3801167.663922 + Penalty 3411.437744 = -3797756.226177
  nChanged 2
		SP:Iteration 43Q (43618.420000 sec): 3 clusters
  Score: Raw -3801169.053191 + Penalty 3411.437744 = -3797757.615447
  nChanged 3
		SP:Iteration 44Q (43618.810000 sec): 3 clusters
  Score: Raw -3801170.203740 + Penalty 3411.437744 = -3797758.765995
  nChanged 2
		SP:Iteration 45Q (43619.130000 sec): 3 clusters
  Score: Raw -3801171.233180 + Penalty 3411.437744 = -3797759.795436
  nChanged 6
		SP:Iteration 46Q (43619.450000 sec): 3 clusters
  Score: Raw -3801175.727415 + Penalty 3411.437744 = -3797764.289671
  nChanged 2
		SP:Iteration 47Q (43619.780000 sec): 3 clusters
  Score: Raw -3801177.283157 + Penalty 3411.437744 = -3797765.845413
  nChanged 5
		SP:Iteration 48Q (43620.150000 sec): 3 clusters
  Score: Raw -3801179.747487 + Penalty 3411.437744 = -3797768.309743
  nChanged 2
		SP:Iteration 49Q (43620.490000 sec): 3 clusters
  Score: Raw -3801180.308329 + Penalty 3411.437744 = -3797768.870584
  nChanged 3
		SP:Iteration 50Q (43620.830000 sec): 3 clusters
  Score: Raw -3801182.081778 + Penalty 3411.437744 = -3797770.644034
  nChanged 2
		SP:Iteration 51Q (43621.180000 sec): 3 clusters
  Score: Raw -3801183.731189 + Penalty 3411.437744 = -3797772.293445
  nChanged 3
		SP:Iteration 52Q (43621.520000 sec): 3 clusters
  Score: Raw -3801185.187253 + Penalty 3411.437744 = -3797773.749508
  nChanged 3
		SP:Iteration 53Q (43621.870000 sec): 3 clusters
  Score: Raw -3801187.158148 + Penalty 3411.437744 = -3797775.720404
  nChanged 3
		SP:Iteration 54Q (43622.170000 sec): 3 clusters
  Score: Raw -3801189.386783 + Penalty 3411.437744 = -3797777.949039
  nChanged 1
		SP:Iteration 55Q (43622.520000 sec): 3 clusters
  Score: Raw -3801189.746116 + Penalty 3411.437744 = -3797778.308372
  nChanged 0
		SP:Iteration 56F (43622.870000 sec): 3 clusters
  Score: Raw -3801189.746116 + Penalty 3411.437744 = -3797778.308372
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43623.010000 sec): 2 clusters
  Score: Raw -1407427.996593 + Penalty 1541.930828 = -1405886.065765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43623.270000 sec): 3 clusters
  Score: Raw -1399710.470143 + Penalty 3083.861656 = -1396626.608487
  nChanged 5792
		SP:Iteration 1F (43623.510000 sec): 3 clusters
  Score: Raw -1402783.313223 + Penalty 3083.861656 = -1399699.451567
  nChanged 734
		SP:Iteration 2F (43623.770000 sec): 3 clusters
  Score: Raw -1403044.622363 + Penalty 3083.861656 = -1399960.760708
  nChanged 627
		SP:Iteration 3Q (43624.000000 sec): 3 clusters
  Score: Raw -1403258.397302 + Penalty 3083.861656 = -1400174.535646
  nChanged 511
		SP:Iteration 4Q (43624.220000 sec): 3 clusters
  Score: Raw -1403407.877776 + Penalty 3083.861656 = -1400324.016121
  nChanged 442
		SP:Iteration 5Q (43624.480000 sec): 3 clusters
  Score: Raw -1403539.700130 + Penalty 3083.861656 = -1400455.838474
  nChanged 384
		SP:Iteration 6Q (43624.660000 sec): 3 clusters
  Score: Raw -1403659.624848 + Penalty 3083.861656 = -1400575.763192
  nChanged 389
		SP:Iteration 7Q (43624.860000 sec): 3 clusters
  Score: Raw -1403771.927519 + Penalty 3083.861656 = -1400688.065863
  nChanged 355
		SP:Iteration 8Q (43625.120000 sec): 3 clusters
  Score: Raw -1403883.709782 + Penalty 3083.861656 = -1400799.848126
  nChanged 346
		SP:Iteration 9Q (43625.330000 sec): 3 clusters
  Score: Raw -1403990.769259 + Penalty 3083.861656 = -1400906.907603
  nChanged 329
		SP:Iteration 10Q (43625.600000 sec): 3 clusters
  Score: Raw -1404092.958393 + Penalty 3083.861656 = -1401009.096737
  nChanged 329
		SP:Iteration 11Q (43625.850000 sec): 3 clusters
  Score: Raw -1404200.283842 + Penalty 3083.861656 = -1401116.422187
  nChanged 341
		SP:Iteration 12Q (43626.080000 sec): 3 clusters
  Score: Raw -1404319.882163 + Penalty 3083.861656 = -1401236.020507
  nChanged 362
		SP:Iteration 13Q (43626.300000 sec): 3 clusters
  Score: Raw -1404464.231972 + Penalty 3083.861656 = -1401380.370317
  nChanged 396
		SP:Iteration 14Q (43626.520000 sec): 3 clusters
  Score: Raw -1404637.981009 + Penalty 3083.861656 = -1401554.119353
  nChanged 433
		SP:Iteration 15Q (43626.760000 sec): 3 clusters
  Score: Raw -1404824.049547 + Penalty 3083.861656 = -1401740.187891
  nChanged 453
		SP:Iteration 16Q (43627.020000 sec): 3 clusters
  Score: Raw -1405036.736559 + Penalty 3083.861656 = -1401952.874903
  nChanged 458
		SP:Iteration 17Q (43627.270000 sec): 3 clusters
  Score: Raw -1405264.219739 + Penalty 3083.861656 = -1402180.358083
  nChanged 433
		SP:Iteration 18Q (43627.470000 sec): 3 clusters
  Score: Raw -1405469.203173 + Penalty 3083.861656 = -1402385.341517
  nChanged 429
		SP:Iteration 19Q (43627.730000 sec): 3 clusters
  Score: Raw -1405655.645778 + Penalty 3083.861656 = -1402571.784122
  nChanged 357
		SP:Iteration 20F (43627.950000 sec): 3 clusters
  Score: Raw -1405778.361853 + Penalty 3083.861656 = -1402694.500197
  nChanged 288
		SP:Iteration 21Q (43628.190000 sec): 3 clusters
  Score: Raw -1405873.765174 + Penalty 3083.861656 = -1402789.903518
  nChanged 239
		SP:Iteration 22Q (43628.440000 sec): 3 clusters
  Score: Raw -1405954.535728 + Penalty 3083.861656 = -1402870.674072
  nChanged 225
		SP:Iteration 23Q (43628.660000 sec): 3 clusters
  Score: Raw -1406020.082461 + Penalty 3083.861656 = -1402936.220805
  nChanged 191
		SP:Iteration 24Q (43628.920000 sec): 3 clusters
  Score: Raw -1406074.382859 + Penalty 3083.861656 = -1402990.521203
  nChanged 180
		SP:Iteration 25Q (43629.160000 sec): 3 clusters
  Score: Raw -1406126.083154 + Penalty 3083.861656 = -1403042.221499
  nChanged 141
		SP:Iteration 26Q (43629.420000 sec): 3 clusters
  Score: Raw -1406159.931556 + Penalty 3083.861656 = -1403076.069900
  nChanged 135
		SP:Iteration 27Q (43629.630000 sec): 3 clusters
  Score: Raw -1406194.461466 + Penalty 3083.861656 = -1403110.599810
  nChanged 127
		SP:Iteration 28Q (43629.910000 sec): 3 clusters
  Score: Raw -1406229.062225 + Penalty 3083.861656 = -1403145.200569
  nChanged 139
		SP:Iteration 29Q (43630.100000 sec): 3 clusters
  Score: Raw -1406264.610337 + Penalty 3083.861656 = -1403180.748681
  nChanged 139
		SP:Iteration 30Q (43630.360000 sec): 3 clusters
  Score: Raw -1406294.434592 + Penalty 3083.861656 = -1403210.572937
  nChanged 129
		SP:Iteration 31Q (43630.590000 sec): 3 clusters
  Score: Raw -1406322.735526 + Penalty 3083.861656 = -1403238.873870
  nChanged 121
		SP:Iteration 32Q (43630.830000 sec): 3 clusters
  Score: Raw -1406352.259143 + Penalty 3083.861656 = -1403268.397487
  nChanged 122
		SP:Iteration 33Q (43631.100000 sec): 3 clusters
  Score: Raw -1406383.246014 + Penalty 3083.861656 = -1403299.384358
  nChanged 124
		SP:Iteration 34Q (43631.300000 sec): 3 clusters
  Score: Raw -1406416.445074 + Penalty 3083.861656 = -1403332.583418
  nChanged 127
		SP:Iteration 35Q (43631.570000 sec): 3 clusters
  Score: Raw -1406451.405968 + Penalty 3083.861656 = -1403367.544312
  nChanged 140
		SP:Iteration 36Q (43631.840000 sec): 3 clusters
  Score: Raw -1406494.505665 + Penalty 3083.861656 = -1403410.644009
  nChanged 160
		SP:Iteration 37Q (43632.100000 sec): 3 clusters
  Score: Raw -1406543.026083 + Penalty 3083.861656 = -1403459.164427
  nChanged 169
		SP:Iteration 38Q (43632.300000 sec): 3 clusters
  Score: Raw -1406596.362706 + Penalty 3083.861656 = -1403512.501050
  nChanged 183
		SP:Iteration 39Q (43632.530000 sec): 3 clusters
  Score: Raw -1406659.658589 + Penalty 3083.861656 = -1403575.796933
  nChanged 185
		SP:Iteration 40F (43632.780000 sec): 3 clusters
  Score: Raw -1406728.552018 + Penalty 3083.861656 = -1403644.690362
  nChanged 187
		SP:Iteration 41Q (43633.060000 sec): 3 clusters
  Score: Raw -1406791.837014 + Penalty 3083.861656 = -1403707.975358
  nChanged 184
		SP:Iteration 42Q (43633.340000 sec): 3 clusters
  Score: Raw -1406861.381374 + Penalty 3083.861656 = -1403777.519718
  nChanged 205
		SP:Iteration 43Q (43633.540000 sec): 3 clusters
  Score: Raw -1406951.716363 + Penalty 3083.861656 = -1403867.854707
  nChanged 212
		SP:Iteration 44Q (43633.790000 sec): 3 clusters
  Score: Raw -1407045.679389 + Penalty 3083.861656 = -1403961.817733
  nChanged 187
		SP:Iteration 45Q (43633.980000 sec): 3 clusters
  Score: Raw -1407119.776257 + Penalty 3083.861656 = -1404035.914601
  nChanged 155
		SP:Iteration 46Q (43634.230000 sec): 3 clusters
  Score: Raw -1407184.469493 + Penalty 3083.861656 = -1404100.607837
  nChanged 170
		SP:Iteration 47Q (43634.500000 sec): 3 clusters
  Score: Raw -1407260.354101 + Penalty 3083.861656 = -1404176.492446
  nChanged 163
		SP:Iteration 48Q (43634.770000 sec): 3 clusters
  Score: Raw -1407335.077642 + Penalty 3083.861656 = -1404251.215986
  nChanged 162
		SP:Iteration 49Q (43634.960000 sec): 3 clusters
  Score: Raw -1407408.378440 + Penalty 3083.861656 = -1404324.516784
  nChanged 159
		SP:Iteration 50Q (43635.230000 sec): 3 clusters
  Score: Raw -1407479.450175 + Penalty 3083.861656 = -1404395.588520
  nChanged 147
		SP:Iteration 51Q (43635.440000 sec): 3 clusters
  Score: Raw -1407542.009609 + Penalty 3083.861656 = -1404458.147953
  nChanged 142
		SP:Iteration 52Q (43635.670000 sec): 3 clusters
  Score: Raw -1407596.806108 + Penalty 3083.861656 = -1404512.944452
  nChanged 107
		SP:Iteration 53Q (43635.890000 sec): 3 clusters
  Score: Raw -1407633.301705 + Penalty 3083.861656 = -1404549.440049
  nChanged 83
		SP:Iteration 54Q (43636.110000 sec): 3 clusters
  Score: Raw -1407658.245733 + Penalty 3083.861656 = -1404574.384077
  nChanged 70
		SP:Iteration 55Q (43636.330000 sec): 3 clusters
  Score: Raw -1407680.438072 + Penalty 3083.861656 = -1404596.576416
  nChanged 79
		SP:Iteration 56Q (43636.550000 sec): 3 clusters
  Score: Raw -1407704.206931 + Penalty 3083.861656 = -1404620.345275
  nChanged 65
		SP:Iteration 57Q (43636.790000 sec): 3 clusters
  Score: Raw -1407726.694023 + Penalty 3083.861656 = -1404642.832367
  nChanged 67
		SP:Iteration 58Q (43637.040000 sec): 3 clusters
  Score: Raw -1407748.772071 + Penalty 3083.861656 = -1404664.910416
  nChanged 70
		SP:Iteration 59Q (43637.250000 sec): 3 clusters
  Score: Raw -1407770.118228 + Penalty 3083.861656 = -1404686.256572
  nChanged 56
		SP:Iteration 60F (43637.480000 sec): 3 clusters
  Score: Raw -1407785.380554 + Penalty 3083.861656 = -1404701.518898
  nChanged 46
		SP:Iteration 61Q (43637.760000 sec): 3 clusters
  Score: Raw -1407796.633263 + Penalty 3083.861656 = -1404712.771607
  nChanged 38
		SP:Iteration 62Q (43638.020000 sec): 3 clusters
  Score: Raw -1407804.509634 + Penalty 3083.861656 = -1404720.647979
  nChanged 33
		SP:Iteration 63Q (43638.240000 sec): 3 clusters
  Score: Raw -1407810.888874 + Penalty 3083.861656 = -1404727.027218
  nChanged 35
		SP:Iteration 64Q (43638.490000 sec): 3 clusters
  Score: Raw -1407819.216491 + Penalty 3083.861656 = -1404735.354835
  nChanged 31
		SP:Iteration 65Q (43638.760000 sec): 3 clusters
  Score: Raw -1407825.686353 + Penalty 3083.861656 = -1404741.824697
  nChanged 22
		SP:Iteration 66Q (43638.980000 sec): 3 clusters
  Score: Raw -1407829.962604 + Penalty 3083.861656 = -1404746.100948
  nChanged 15
		SP:Iteration 67Q (43639.250000 sec): 3 clusters
  Score: Raw -1407833.050174 + Penalty 3083.861656 = -1404749.188518
  nChanged 17
		SP:Iteration 68Q (43639.490000 sec): 3 clusters
  Score: Raw -1407835.789410 + Penalty 3083.861656 = -1404751.927754
  nChanged 16
		SP:Iteration 69Q (43639.750000 sec): 3 clusters
  Score: Raw -1407838.920257 + Penalty 3083.861656 = -1404755.058601
  nChanged 7
		SP:Iteration 70Q (43639.970000 sec): 3 clusters
  Score: Raw -1407840.342697 + Penalty 3083.861656 = -1404756.481041
  nChanged 9
		SP:Iteration 71Q (43640.240000 sec): 3 clusters
  Score: Raw -1407842.101471 + Penalty 3083.861656 = -1404758.239815
  nChanged 7
		SP:Iteration 72Q (43640.470000 sec): 3 clusters
  Score: Raw -1407843.262451 + Penalty 3083.861656 = -1404759.400795
  nChanged 1
		SP:Iteration 73Q (43640.660000 sec): 3 clusters
  Score: Raw -1407843.337412 + Penalty 3083.861656 = -1404759.475756
  nChanged 1
		SP:Iteration 74Q (43640.890000 sec): 3 clusters
  Score: Raw -1407843.464651 + Penalty 3083.861656 = -1404759.602995
  nChanged 2
		SP:Iteration 75Q (43641.140000 sec): 3 clusters
  Score: Raw -1407843.801600 + Penalty 3083.861656 = -1404759.939944
  nChanged 2
		SP:Iteration 76Q (43641.400000 sec): 3 clusters
  Score: Raw -1407843.954046 + Penalty 3083.861656 = -1404760.092390
  nChanged 0
		SP:Iteration 77F (43641.680000 sec): 3 clusters
  Score: Raw -1407843.954046 + Penalty 3083.861656 = -1404760.092390
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (142131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43642.430000 sec): 2 clusters
  Score: Raw -14672132.496881 + Penalty 1927.981973 = -14670204.514908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43643.350000 sec): 3 clusters
  Score: Raw -14578506.106714 + Penalty 3855.963945 = -14574650.142769
  nChanged 68630
		SP:Iteration 1F (43644.210000 sec): 3 clusters
  Score: Raw -14619844.491608 + Penalty 3855.963945 = -14615988.527663
  nChanged 6493
		SP:Iteration 2Q (43645.160000 sec): 3 clusters
  Score: Raw -14622456.581447 + Penalty 3855.963945 = -14618600.617502
  nChanged 8628
		SP:Iteration 3F (43645.980000 sec): 3 clusters
  Score: Raw -14627091.042910 + Penalty 3855.963945 = -14623235.078965
  nChanged 10485
		SP:Iteration 4F (43646.860000 sec): 3 clusters
  Score: Raw -14634208.012448 + Penalty 3855.963945 = -14630352.048503
  nChanged 11636
		SP:Iteration 5F (43647.780000 sec): 3 clusters
  Score: Raw -14643340.049558 + Penalty 3855.963945 = -14639484.085613
  nChanged 11018
		SP:Iteration 6F (43648.570000 sec): 3 clusters
  Score: Raw -14653023.066746 + Penalty 3855.963945 = -14649167.102801
  nChanged 9343
		SP:Iteration 7F (43649.450000 sec): 3 clusters
  Score: Raw -14662174.370192 + Penalty 3855.963945 = -14658318.406247
  nChanged 6218
		SP:Iteration 8Q (43650.420000 sec): 3 clusters
  Score: Raw -14668467.660887 + Penalty 3855.963945 = -14664611.696942
  nChanged 2805
		SP:Iteration 9Q (43651.350000 sec): 3 clusters
  Score: Raw -14671143.671110 + Penalty 3855.963945 = -14667287.707165
  nChanged 824
		SP:Iteration 10Q (43652.210000 sec): 3 clusters
  Score: Raw -14671899.918342 + Penalty 3855.963945 = -14668043.954397
  nChanged 216
		SP:Iteration 11Q (43653.140000 sec): 3 clusters
  Score: Raw -14672131.226612 + Penalty 3855.963945 = -14668275.262667
  nChanged 74
		SP:Iteration 12Q (43654.100000 sec): 3 clusters
  Score: Raw -14672217.446267 + Penalty 3855.963945 = -14668361.482322
  nChanged 37
		SP:Iteration 13Q (43655.020000 sec): 3 clusters
  Score: Raw -14672268.005344 + Penalty 3855.963945 = -14668412.041399
  nChanged 24
		SP:Iteration 14Q (43655.910000 sec): 3 clusters
  Score: Raw -14672300.223262 + Penalty 3855.963945 = -14668444.259317
  nChanged 8
		SP:Iteration 15Q (43656.680000 sec): 3 clusters
  Score: Raw -14672314.407361 + Penalty 3855.963945 = -14668458.443415
  nChanged 8
		SP:Iteration 16Q (43657.480000 sec): 3 clusters
  Score: Raw -14672328.215011 + Penalty 3855.963945 = -14668472.251066
  nChanged 6
		SP:Iteration 17Q (43658.350000 sec): 3 clusters
  Score: Raw -14672336.907982 + Penalty 3855.963945 = -14668480.944037
  nChanged 5
		SP:Iteration 18Q (43659.200000 sec): 3 clusters
  Score: Raw -14672343.069004 + Penalty 3855.963945 = -14668487.105059
  nChanged 5
		SP:Iteration 19Q (43660.020000 sec): 3 clusters
  Score: Raw -14672348.720388 + Penalty 3855.963945 = -14668492.756443
  nChanged 4
		SP:Iteration 20F (43660.910000 sec): 3 clusters
  Score: Raw -14672353.343443 + Penalty 3855.963945 = -14668497.379498
  nChanged 3
		SP:Iteration 21Q (43661.760000 sec): 3 clusters
  Score: Raw -14672356.805428 + Penalty 3855.963945 = -14668500.841482
  nChanged 1
		SP:Iteration 22Q (43662.670000 sec): 3 clusters
  Score: Raw -14672358.228369 + Penalty 3855.963945 = -14668502.264424
  nChanged 2
		SP:Iteration 23Q (43663.620000 sec): 3 clusters
  Score: Raw -14672360.850690 + Penalty 3855.963945 = -14668504.886744
  nChanged 2
		SP:Iteration 24Q (43664.570000 sec): 3 clusters
  Score: Raw -14672363.436192 + Penalty 3855.963945 = -14668507.472247
  nChanged 1
		SP:Iteration 25Q (43665.460000 sec): 3 clusters
  Score: Raw -14672364.495855 + Penalty 3855.963945 = -14668508.531910
  nChanged 0
		SP:Iteration 26F (43666.390000 sec): 3 clusters
  Score: Raw -14672364.495855 + Penalty 3855.963945 = -14668508.531910
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (11730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43666.590000 sec): 2 clusters
  Score: Raw -1245472.552403 + Penalty 1522.609553 = -1243949.942850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43666.860000 sec): 3 clusters
  Score: Raw -1238688.153542 + Penalty 3045.219106 = -1235642.934436
  nChanged 5149
		SP:Iteration 1F (43667.110000 sec): 3 clusters
  Score: Raw -1241532.519946 + Penalty 3045.219106 = -1238487.300840
  nChanged 716
		SP:Iteration 2F (43667.350000 sec): 3 clusters
  Score: Raw -1241862.697115 + Penalty 3045.219106 = -1238817.478009
  nChanged 634
		SP:Iteration 3F (43667.570000 sec): 3 clusters
  Score: Raw -1242154.804545 + Penalty 3045.219106 = -1239109.585439
  nChanged 554
		SP:Iteration 4Q (43667.920000 sec): 3 clusters
  Score: Raw -1242406.162468 + Penalty 3045.219106 = -1239360.943362
  nChanged 496
		SP:Iteration 5Q (43668.220000 sec): 3 clusters
  Score: Raw -1242628.908997 + Penalty 3045.219106 = -1239583.689891
  nChanged 445
		SP:Iteration 6Q (43668.460000 sec): 3 clusters
  Score: Raw -1242826.943872 + Penalty 3045.219106 = -1239781.724766
  nChanged 452
		SP:Iteration 7Q (43668.710000 sec): 3 clusters
  Score: Raw -1243030.124409 + Penalty 3045.219106 = -1239984.905303
  nChanged 448
		SP:Iteration 8Q (43669.000000 sec): 3 clusters
  Score: Raw -1243279.458991 + Penalty 3045.219106 = -1240234.239885
  nChanged 480
		SP:Iteration 9Q (43669.220000 sec): 3 clusters
  Score: Raw -1243587.056084 + Penalty 3045.219106 = -1240541.836978
  nChanged 511
		SP:Iteration 10Q (43669.450000 sec): 3 clusters
  Score: Raw -1243977.920929 + Penalty 3045.219106 = -1240932.701823
  nChanged 559
		SP:Iteration 11Q (43669.700000 sec): 3 clusters
  Score: Raw -1244439.907579 + Penalty 3045.219106 = -1241394.688472
  nChanged 530
		SP:Iteration 12Q (43669.970000 sec): 3 clusters
  Score: Raw -1244946.369557 + Penalty 3045.219106 = -1241901.150451
  nChanged 501
		SP:Iteration 13Q (43670.230000 sec): 3 clusters
  Score: Raw -1245417.922412 + Penalty 3045.219106 = -1242372.703306
  nChanged 423
		SP:Iteration 14Q (43670.520000 sec): 3 clusters
  Score: Raw -1245754.078407 + Penalty 3045.219106 = -1242708.859301
  nChanged 329
		SP:Iteration 15Q (43670.800000 sec): 3 clusters
  Score: Raw -1245994.319899 + Penalty 3045.219106 = -1242949.100793
  nChanged 262
		SP:Iteration 16Q (43671.040000 sec): 3 clusters
  Score: Raw -1246146.904154 + Penalty 3045.219106 = -1243101.685048
  nChanged 207
		SP:Iteration 17Q (43671.310000 sec): 3 clusters
  Score: Raw -1246251.113345 + Penalty 3045.219106 = -1243205.894239
  nChanged 154
		SP:Iteration 18Q (43671.570000 sec): 3 clusters
  Score: Raw -1246326.701644 + Penalty 3045.219106 = -1243281.482538
  nChanged 117
		SP:Iteration 19Q (43671.860000 sec): 3 clusters
  Score: Raw -1246380.776956 + Penalty 3045.219106 = -1243335.557850
  nChanged 95
		SP:Iteration 20F (43672.060000 sec): 3 clusters
  Score: Raw -1246423.864407 + Penalty 3045.219106 = -1243378.645301
  nChanged 89
		SP:Iteration 21Q (43672.350000 sec): 3 clusters
  Score: Raw -1246455.414003 + Penalty 3045.219106 = -1243410.194897
  nChanged 75
		SP:Iteration 22Q (43672.580000 sec): 3 clusters
  Score: Raw -1246486.141652 + Penalty 3045.219106 = -1243440.922546
  nChanged 79
		SP:Iteration 23Q (43672.780000 sec): 3 clusters
  Score: Raw -1246518.161631 + Penalty 3045.219106 = -1243472.942525
  nChanged 76
		SP:Iteration 24Q (43673.050000 sec): 3 clusters
  Score: Raw -1246547.330390 + Penalty 3045.219106 = -1243502.111284
  nChanged 67
		SP:Iteration 25Q (43673.240000 sec): 3 clusters
  Score: Raw -1246569.648533 + Penalty 3045.219106 = -1243524.429427
  nChanged 67
		SP:Iteration 26Q (43673.550000 sec): 3 clusters
  Score: Raw -1246591.927710 + Penalty 3045.219106 = -1243546.708604
  nChanged 64
		SP:Iteration 27Q (43673.790000 sec): 3 clusters
  Score: Raw -1246612.050317 + Penalty 3045.219106 = -1243566.831211
  nChanged 46
		SP:Iteration 28Q (43674.060000 sec): 3 clusters
  Score: Raw -1246625.241655 + Penalty 3045.219106 = -1243580.022549
  nChanged 44
		SP:Iteration 29Q (43674.270000 sec): 3 clusters
  Score: Raw -1246637.541672 + Penalty 3045.219106 = -1243592.322566
  nChanged 39
		SP:Iteration 30Q (43674.520000 sec): 3 clusters
  Score: Raw -1246648.576574 + Penalty 3045.219106 = -1243603.357468
  nChanged 22
		SP:Iteration 31Q (43674.750000 sec): 3 clusters
  Score: Raw -1246654.264433 + Penalty 3045.219106 = -1243609.045327
  nChanged 26
		SP:Iteration 32Q (43674.980000 sec): 3 clusters
  Score: Raw -1246660.096706 + Penalty 3045.219106 = -1243614.877600
  nChanged 20
		SP:Iteration 33Q (43675.230000 sec): 3 clusters
  Score: Raw -1246666.150578 + Penalty 3045.219106 = -1243620.931472
  nChanged 26
		SP:Iteration 34Q (43675.470000 sec): 3 clusters
  Score: Raw -1246673.469839 + Penalty 3045.219106 = -1243628.250733
  nChanged 19
		SP:Iteration 35Q (43675.700000 sec): 3 clusters
  Score: Raw -1246679.057064 + Penalty 3045.219106 = -1243633.837958
  nChanged 19
		SP:Iteration 36Q (43675.910000 sec): 3 clusters
  Score: Raw -1246684.455146 + Penalty 3045.219106 = -1243639.236040
  nChanged 21
		SP:Iteration 37Q (43676.120000 sec): 3 clusters
  Score: Raw -1246689.793769 + Penalty 3045.219106 = -1243644.574663
  nChanged 14
		SP:Iteration 38Q (43676.340000 sec): 3 clusters
  Score: Raw -1246693.685059 + Penalty 3045.219106 = -1243648.465953
  nChanged 17
		SP:Iteration 39Q (43676.610000 sec): 3 clusters
  Score: Raw -1246697.996888 + Penalty 3045.219106 = -1243652.777782
  nChanged 14
		SP:Iteration 40F (43676.870000 sec): 3 clusters
  Score: Raw -1246702.311926 + Penalty 3045.219106 = -1243657.092820
  nChanged 13
		SP:Iteration 41Q (43677.100000 sec): 3 clusters
  Score: Raw -1246706.165489 + Penalty 3045.219106 = -1243660.946383
  nChanged 12
		SP:Iteration 42Q (43677.280000 sec): 3 clusters
  Score: Raw -1246709.403424 + Penalty 3045.219106 = -1243664.184318
  nChanged 11
		SP:Iteration 43Q (43677.540000 sec): 3 clusters
  Score: Raw -1246712.200807 + Penalty 3045.219106 = -1243666.981701
  nChanged 13
		SP:Iteration 44Q (43677.730000 sec): 3 clusters
  Score: Raw -1246717.686150 + Penalty 3045.219106 = -1243672.467044
  nChanged 17
		SP:Iteration 45Q (43677.990000 sec): 3 clusters
  Score: Raw -1246721.717653 + Penalty 3045.219106 = -1243676.498547
  nChanged 11
		SP:Iteration 46Q (43678.270000 sec): 3 clusters
  Score: Raw -1246724.204878 + Penalty 3045.219106 = -1243678.985772
  nChanged 11
		SP:Iteration 47Q (43678.460000 sec): 3 clusters
  Score: Raw -1246727.348622 + Penalty 3045.219106 = -1243682.129516
  nChanged 9
		SP:Iteration 48Q (43678.710000 sec): 3 clusters
  Score: Raw -1246729.091511 + Penalty 3045.219106 = -1243683.872405
  nChanged 7
		SP:Iteration 49Q (43678.970000 sec): 3 clusters
  Score: Raw -1246730.206961 + Penalty 3045.219106 = -1243684.987855
  nChanged 4
		SP:Iteration 50Q (43679.170000 sec): 3 clusters
  Score: Raw -1246730.919955 + Penalty 3045.219106 = -1243685.700849
  nChanged 4
		SP:Iteration 51Q (43679.400000 sec): 3 clusters
  Score: Raw -1246731.638892 + Penalty 3045.219106 = -1243686.419786
  nChanged 4
		SP:Iteration 52Q (43679.680000 sec): 3 clusters
  Score: Raw -1246732.252558 + Penalty 3045.219106 = -1243687.033452
  nChanged 3
		SP:Iteration 53Q (43679.940000 sec): 3 clusters
  Score: Raw -1246732.742424 + Penalty 3045.219106 = -1243687.523318
  nChanged 3
		SP:Iteration 54Q (43680.150000 sec): 3 clusters
  Score: Raw -1246733.284086 + Penalty 3045.219106 = -1243688.064980
  nChanged 1
		SP:Iteration 55Q (43680.370000 sec): 3 clusters
  Score: Raw -1246733.562953 + Penalty 3045.219106 = -1243688.343847
  nChanged 1
		SP:Iteration 56Q (43680.620000 sec): 3 clusters
  Score: Raw -1246733.725139 + Penalty 3045.219106 = -1243688.506033
  nChanged 0
		SP:Iteration 57F (43680.830000 sec): 3 clusters
  Score: Raw -1246733.725139 + Penalty 3045.219106 = -1243688.506033
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43680.970000 sec): 2 clusters
  Score: Raw -159516.045070 + Penalty 1219.284565 = -158296.760505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43681.170000 sec): 3 clusters
  Score: Raw -158819.794562 + Penalty 2438.569130 = -156381.225432
  nChanged 623
		SP:Iteration 1F (43681.380000 sec): 3 clusters
  Score: Raw -159414.259850 + Penalty 2438.569130 = -156975.690720
  nChanged 199
		SP:Iteration 2F (43681.570000 sec): 3 clusters
  Score: Raw -159664.619635 + Penalty 2438.569130 = -157226.050505
  nChanged 131
		SP:Iteration 3F (43681.760000 sec): 3 clusters
  Score: Raw -159813.713891 + Penalty 2438.569130 = -157375.144761
  nChanged 104
		SP:Iteration 4F (43681.890000 sec): 3 clusters
  Score: Raw -159935.591665 + Penalty 2438.569130 = -157497.022535
  nChanged 74
		SP:Iteration 5Q (43682.000000 sec): 3 clusters
  Score: Raw -160025.402105 + Penalty 2438.569130 = -157586.832975
  nChanged 60
		SP:Iteration 6Q (43682.130000 sec): 3 clusters
  Score: Raw -160083.939015 + Penalty 2438.569130 = -157645.369885
  nChanged 37
		SP:Iteration 7Q (43682.390000 sec): 3 clusters
  Score: Raw -160119.063308 + Penalty 2438.569130 = -157680.494178
  nChanged 22
		SP:Iteration 8Q (43682.560000 sec): 3 clusters
  Score: Raw -160138.625235 + Penalty 2438.569130 = -157700.056105
  nChanged 17
		SP:Iteration 9Q (43682.750000 sec): 3 clusters
  Score: Raw -160156.588751 + Penalty 2438.569130 = -157718.019621
  nChanged 13
		SP:Iteration 10Q (43682.850000 sec): 3 clusters
  Score: Raw -160164.795124 + Penalty 2438.569130 = -157726.225994
  nChanged 9
		SP:Iteration 11Q (43682.960000 sec): 3 clusters
  Score: Raw -160171.322754 + Penalty 2438.569130 = -157732.753624
  nChanged 1
		SP:Iteration 12Q (43683.170000 sec): 3 clusters
  Score: Raw -160171.849288 + Penalty 2438.569130 = -157733.280158
  nChanged 1
		SP:Iteration 13Q (43683.290000 sec): 3 clusters
  Score: Raw -160173.060925 + Penalty 2438.569130 = -157734.491795
  nChanged 1
		SP:Iteration 14Q (43683.480000 sec): 3 clusters
  Score: Raw -160174.005647 + Penalty 2438.569130 = -157735.436517
  nChanged 0
		SP:Iteration 15F (43683.700000 sec): 3 clusters
  Score: Raw -160174.005647 + Penalty 2438.569130 = -157735.436517
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (30903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43683.950000 sec): 2 clusters
  Score: Raw -2972398.980963 + Penalty 1680.023889 = -2970718.957075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43684.320000 sec): 3 clusters
  Score: Raw -2953299.749991 + Penalty 3360.047777 = -2949939.702214
  nChanged 14264
		SP:Iteration 1F (43684.680000 sec): 3 clusters
  Score: Raw -2961565.610025 + Penalty 3360.047777 = -2958205.562248
  nChanged 1773
		SP:Iteration 2F (43685.030000 sec): 3 clusters
  Score: Raw -2962426.801388 + Penalty 3360.047777 = -2959066.753610
  nChanged 1899
		SP:Iteration 3F (43685.450000 sec): 3 clusters
  Score: Raw -2963506.136039 + Penalty 3360.047777 = -2960146.088262
  nChanged 1994
		SP:Iteration 4F (43685.850000 sec): 3 clusters
  Score: Raw -2964838.868589 + Penalty 3360.047777 = -2961478.820811
  nChanged 2078
		SP:Iteration 5F (43686.230000 sec): 3 clusters
  Score: Raw -2966311.282839 + Penalty 3360.047777 = -2962951.235061
  nChanged 1953
		SP:Iteration 6F (43686.570000 sec): 3 clusters
  Score: Raw -2967736.085322 + Penalty 3360.047777 = -2964376.037545
  nChanged 1682
		SP:Iteration 7F (43687.030000 sec): 3 clusters
  Score: Raw -2968940.341003 + Penalty 3360.047777 = -2965580.293226
  nChanged 1363
		SP:Iteration 8Q (43687.410000 sec): 3 clusters
  Score: Raw -2969938.564149 + Penalty 3360.047777 = -2966578.516371
  nChanged 1150
		SP:Iteration 9Q (43687.790000 sec): 3 clusters
  Score: Raw -2970688.663044 + Penalty 3360.047777 = -2967328.615266
  nChanged 867
		SP:Iteration 10Q (43688.190000 sec): 3 clusters
  Score: Raw -2971156.525756 + Penalty 3360.047777 = -2967796.477979
  nChanged 671
		SP:Iteration 11Q (43688.570000 sec): 3 clusters
  Score: Raw -2971477.363309 + Penalty 3360.047777 = -2968117.315532
  nChanged 514
		SP:Iteration 12Q (43688.960000 sec): 3 clusters
  Score: Raw -2971689.489446 + Penalty 3360.047777 = -2968329.441669
  nChanged 391
		SP:Iteration 13Q (43689.340000 sec): 3 clusters
  Score: Raw -2971842.214277 + Penalty 3360.047777 = -2968482.166500
  nChanged 355
		SP:Iteration 14Q (43689.690000 sec): 3 clusters
  Score: Raw -2971986.818232 + Penalty 3360.047777 = -2968626.770455
  nChanged 354
		SP:Iteration 15Q (43690.010000 sec): 3 clusters
  Score: Raw -2972123.756830 + Penalty 3360.047777 = -2968763.709053
  nChanged 325
		SP:Iteration 16Q (43690.370000 sec): 3 clusters
  Score: Raw -2972235.394399 + Penalty 3360.047777 = -2968875.346622
  nChanged 280
		SP:Iteration 17Q (43690.780000 sec): 3 clusters
  Score: Raw -2972327.315992 + Penalty 3360.047777 = -2968967.268214
  nChanged 276
		SP:Iteration 18Q (43691.170000 sec): 3 clusters
  Score: Raw -2972415.874163 + Penalty 3360.047777 = -2969055.826386
  nChanged 252
		SP:Iteration 19Q (43691.510000 sec): 3 clusters
  Score: Raw -2972487.811345 + Penalty 3360.047777 = -2969127.763568
  nChanged 235
		SP:Iteration 20F (43691.920000 sec): 3 clusters
  Score: Raw -2972559.906181 + Penalty 3360.047777 = -2969199.858403
  nChanged 229
		SP:Iteration 21Q (43692.270000 sec): 3 clusters
  Score: Raw -2972624.570680 + Penalty 3360.047777 = -2969264.522903
  nChanged 189
		SP:Iteration 22Q (43692.610000 sec): 3 clusters
  Score: Raw -2972673.286396 + Penalty 3360.047777 = -2969313.238619
  nChanged 168
		SP:Iteration 23Q (43692.980000 sec): 3 clusters
  Score: Raw -2972714.003430 + Penalty 3360.047777 = -2969353.955653
  nChanged 151
		SP:Iteration 24Q (43693.380000 sec): 3 clusters
  Score: Raw -2972751.692698 + Penalty 3360.047777 = -2969391.644921
  nChanged 134
		SP:Iteration 25Q (43693.780000 sec): 3 clusters
  Score: Raw -2972783.884049 + Penalty 3360.047777 = -2969423.836272
  nChanged 143
		SP:Iteration 26Q (43694.140000 sec): 3 clusters
  Score: Raw -2972823.390262 + Penalty 3360.047777 = -2969463.342485
  nChanged 144
		SP:Iteration 27Q (43694.500000 sec): 3 clusters
  Score: Raw -2972860.531665 + Penalty 3360.047777 = -2969500.483888
  nChanged 137
		SP:Iteration 28Q (43694.890000 sec): 3 clusters
  Score: Raw -2972898.065320 + Penalty 3360.047777 = -2969538.017542
  nChanged 132
		SP:Iteration 29Q (43695.220000 sec): 3 clusters
  Score: Raw -2972934.212160 + Penalty 3360.047777 = -2969574.164382
  nChanged 119
		SP:Iteration 30Q (43695.600000 sec): 3 clusters
  Score: Raw -2972962.519837 + Penalty 3360.047777 = -2969602.472060
  nChanged 125
		SP:Iteration 31Q (43695.960000 sec): 3 clusters
  Score: Raw -2972993.915954 + Penalty 3360.047777 = -2969633.868177
  nChanged 105
		SP:Iteration 32Q (43696.310000 sec): 3 clusters
  Score: Raw -2973018.517130 + Penalty 3360.047777 = -2969658.469353
  nChanged 88
		SP:Iteration 33Q (43696.660000 sec): 3 clusters
  Score: Raw -2973039.092409 + Penalty 3360.047777 = -2969679.044632
  nChanged 84
		SP:Iteration 34Q (43697.060000 sec): 3 clusters
  Score: Raw -2973059.318106 + Penalty 3360.047777 = -2969699.270329
  nChanged 79
		SP:Iteration 35Q (43697.390000 sec): 3 clusters
  Score: Raw -2973077.328430 + Penalty 3360.047777 = -2969717.280653
  nChanged 75
		SP:Iteration 36Q (43697.760000 sec): 3 clusters
  Score: Raw -2973094.346758 + Penalty 3360.047777 = -2969734.298981
  nChanged 74
		SP:Iteration 37Q (43698.150000 sec): 3 clusters
  Score: Raw -2973111.856390 + Penalty 3360.047777 = -2969751.808612
  nChanged 68
		SP:Iteration 38Q (43698.510000 sec): 3 clusters
  Score: Raw -2973127.399652 + Penalty 3360.047777 = -2969767.351875
  nChanged 58
		SP:Iteration 39Q (43698.850000 sec): 3 clusters
  Score: Raw -2973139.462299 + Penalty 3360.047777 = -2969779.414522
  nChanged 51
		SP:Iteration 40F (43699.210000 sec): 3 clusters
  Score: Raw -2973150.224327 + Penalty 3360.047777 = -2969790.176550
  nChanged 50
		SP:Iteration 41Q (43699.580000 sec): 3 clusters
  Score: Raw -2973161.306168 + Penalty 3360.047777 = -2969801.258390
  nChanged 49
		SP:Iteration 42Q (43699.950000 sec): 3 clusters
  Score: Raw -2973171.000905 + Penalty 3360.047777 = -2969810.953128
  nChanged 44
		SP:Iteration 43Q (43700.240000 sec): 3 clusters
  Score: Raw -2973180.773045 + Penalty 3360.047777 = -2969820.725268
  nChanged 50
		SP:Iteration 44Q (43700.520000 sec): 3 clusters
  Score: Raw -2973191.518071 + Penalty 3360.047777 = -2969831.470294
  nChanged 34
		SP:Iteration 45Q (43700.850000 sec): 3 clusters
  Score: Raw -2973197.481531 + Penalty 3360.047777 = -2969837.433754
  nChanged 28
		SP:Iteration 46Q (43701.230000 sec): 3 clusters
  Score: Raw -2973203.036451 + Penalty 3360.047777 = -2969842.988673
  nChanged 32
		SP:Iteration 47Q (43701.550000 sec): 3 clusters
  Score: Raw -2973210.072502 + Penalty 3360.047777 = -2969850.024725
  nChanged 25
		SP:Iteration 48Q (43701.980000 sec): 3 clusters
  Score: Raw -2973214.471496 + Penalty 3360.047777 = -2969854.423719
  nChanged 19
		SP:Iteration 49Q (43702.310000 sec): 3 clusters
  Score: Raw -2973217.181731 + Penalty 3360.047777 = -2969857.133954
  nChanged 10
		SP:Iteration 50Q (43702.700000 sec): 3 clusters
  Score: Raw -2973218.827110 + Penalty 3360.047777 = -2969858.779332
  nChanged 6
		SP:Iteration 51Q (43703.060000 sec): 3 clusters
  Score: Raw -2973220.304373 + Penalty 3360.047777 = -2969860.256596
  nChanged 11
		SP:Iteration 52Q (43703.430000 sec): 3 clusters
  Score: Raw -2973222.143292 + Penalty 3360.047777 = -2969862.095514
  nChanged 16
		SP:Iteration 53Q (43703.760000 sec): 3 clusters
  Score: Raw -2973224.486594 + Penalty 3360.047777 = -2969864.438817
  nChanged 9
		SP:Iteration 54Q (43704.090000 sec): 3 clusters
  Score: Raw -2973225.886092 + Penalty 3360.047777 = -2969865.838315
  nChanged 8
		SP:Iteration 55Q (43704.510000 sec): 3 clusters
  Score: Raw -2973228.281282 + Penalty 3360.047777 = -2969868.233505
  nChanged 15
		SP:Iteration 56Q (43704.930000 sec): 3 clusters
  Score: Raw -2973230.637070 + Penalty 3360.047777 = -2969870.589293
  nChanged 11
		SP:Iteration 57Q (43705.340000 sec): 3 clusters
  Score: Raw -2973232.615505 + Penalty 3360.047777 = -2969872.567727
  nChanged 7
		SP:Iteration 58Q (43705.680000 sec): 3 clusters
  Score: Raw -2973233.695709 + Penalty 3360.047777 = -2969873.647931
  nChanged 6
		SP:Iteration 59Q (43706.020000 sec): 3 clusters
  Score: Raw -2973234.891467 + Penalty 3360.047777 = -2969874.843690
  nChanged 7
		SP:Iteration 60F (43706.480000 sec): 3 clusters
  Score: Raw -2973235.838071 + Penalty 3360.047777 = -2969875.790294
  nChanged 4
		SP:Iteration 61Q (43706.870000 sec): 3 clusters
  Score: Raw -2973236.520762 + Penalty 3360.047777 = -2969876.472985
  nChanged 5
		SP:Iteration 62Q (43707.210000 sec): 3 clusters
  Score: Raw -2973237.146316 + Penalty 3360.047777 = -2969877.098539
  nChanged 2
		SP:Iteration 63Q (43707.510000 sec): 3 clusters
  Score: Raw -2973237.424986 + Penalty 3360.047777 = -2969877.377209
  nChanged 1
		SP:Iteration 64Q (43707.880000 sec): 3 clusters
  Score: Raw -2973237.516344 + Penalty 3360.047777 = -2969877.468566
  nChanged 1
		SP:Iteration 65Q (43708.200000 sec): 3 clusters
  Score: Raw -2973237.626877 + Penalty 3360.047777 = -2969877.579099
  nChanged 2
		SP:Iteration 66Q (43708.560000 sec): 3 clusters
  Score: Raw -2973237.845665 + Penalty 3360.047777 = -2969877.797888
  nChanged 0
		SP:Iteration 67F (43708.910000 sec): 3 clusters
  Score: Raw -2973237.845665 + Penalty 3360.047777 = -2969877.797888
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43709.120000 sec): 2 clusters
  Score: Raw -1780487.449983 + Penalty 1579.272941 = -1778908.177042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43709.400000 sec): 3 clusters
  Score: Raw -1770559.043160 + Penalty 3158.545882 = -1767400.497278
  nChanged 7445
		SP:Iteration 1F (43709.680000 sec): 3 clusters
  Score: Raw -1774835.884521 + Penalty 3158.545882 = -1771677.338639
  nChanged 949
		SP:Iteration 2F (43709.970000 sec): 3 clusters
  Score: Raw -1775283.885231 + Penalty 3158.545882 = -1772125.339349
  nChanged 916
		SP:Iteration 3F (43710.250000 sec): 3 clusters
  Score: Raw -1775784.156111 + Penalty 3158.545882 = -1772625.610230
  nChanged 992
		SP:Iteration 4F (43710.490000 sec): 3 clusters
  Score: Raw -1776346.057199 + Penalty 3158.545882 = -1773187.511317
  nChanged 988
		SP:Iteration 5F (43710.790000 sec): 3 clusters
  Score: Raw -1776908.445793 + Penalty 3158.545882 = -1773749.899911
  nChanged 904
		SP:Iteration 6F (43711.100000 sec): 3 clusters
  Score: Raw -1777407.917947 + Penalty 3158.545882 = -1774249.372065
  nChanged 858
		SP:Iteration 7F (43711.380000 sec): 3 clusters
  Score: Raw -1777880.644702 + Penalty 3158.545882 = -1774722.098820
  nChanged 756
		SP:Iteration 8Q (43711.730000 sec): 3 clusters
  Score: Raw -1778233.156334 + Penalty 3158.545882 = -1775074.610452
  nChanged 571
		SP:Iteration 9Q (43712.020000 sec): 3 clusters
  Score: Raw -1778463.437772 + Penalty 3158.545882 = -1775304.891890
  nChanged 467
		SP:Iteration 10Q (43712.260000 sec): 3 clusters
  Score: Raw -1778615.602847 + Penalty 3158.545882 = -1775457.056966
  nChanged 342
		SP:Iteration 11Q (43712.570000 sec): 3 clusters
  Score: Raw -1778707.579852 + Penalty 3158.545882 = -1775549.033971
  nChanged 280
		SP:Iteration 12Q (43712.890000 sec): 3 clusters
  Score: Raw -1778782.328854 + Penalty 3158.545882 = -1775623.782973
  nChanged 260
		SP:Iteration 13Q (43713.130000 sec): 3 clusters
  Score: Raw -1778851.312396 + Penalty 3158.545882 = -1775692.766514
  nChanged 272
		SP:Iteration 14Q (43713.440000 sec): 3 clusters
  Score: Raw -1778926.775933 + Penalty 3158.545882 = -1775768.230051
  nChanged 291
		SP:Iteration 15Q (43713.750000 sec): 3 clusters
  Score: Raw -1779005.974723 + Penalty 3158.545882 = -1775847.428841
  nChanged 275
		SP:Iteration 16Q (43714.040000 sec): 3 clusters
  Score: Raw -1779081.415940 + Penalty 3158.545882 = -1775922.870058
  nChanged 278
		SP:Iteration 17Q (43714.320000 sec): 3 clusters
  Score: Raw -1779165.324463 + Penalty 3158.545882 = -1776006.778581
  nChanged 313
		SP:Iteration 18Q (43714.660000 sec): 3 clusters
  Score: Raw -1779259.707415 + Penalty 3158.545882 = -1776101.161533
  nChanged 310
		SP:Iteration 19Q (43714.900000 sec): 3 clusters
  Score: Raw -1779345.530297 + Penalty 3158.545882 = -1776186.984415
  nChanged 288
		SP:Iteration 20F (43715.190000 sec): 3 clusters
  Score: Raw -1779430.586938 + Penalty 3158.545882 = -1776272.041056
  nChanged 303
		SP:Iteration 21Q (43715.550000 sec): 3 clusters
  Score: Raw -1779518.031484 + Penalty 3158.545882 = -1776359.485602
  nChanged 307
		SP:Iteration 22Q (43715.780000 sec): 3 clusters
  Score: Raw -1779613.205736 + Penalty 3158.545882 = -1776454.659854
  nChanged 333
		SP:Iteration 23Q (43716.140000 sec): 3 clusters
  Score: Raw -1779715.879762 + Penalty 3158.545882 = -1776557.333880
  nChanged 306
		SP:Iteration 24Q (43716.400000 sec): 3 clusters
  Score: Raw -1779805.547458 + Penalty 3158.545882 = -1776647.001576
  nChanged 289
		SP:Iteration 25Q (43716.670000 sec): 3 clusters
  Score: Raw -1779897.353617 + Penalty 3158.545882 = -1776738.807735
  nChanged 316
		SP:Iteration 26Q (43716.990000 sec): 3 clusters
  Score: Raw -1780001.872490 + Penalty 3158.545882 = -1776843.326608
  nChanged 301
		SP:Iteration 27Q (43717.260000 sec): 3 clusters
  Score: Raw -1780100.195280 + Penalty 3158.545882 = -1776941.649398
  nChanged 268
		SP:Iteration 28Q (43717.590000 sec): 3 clusters
  Score: Raw -1780184.930691 + Penalty 3158.545882 = -1777026.384809
  nChanged 239
		SP:Iteration 29Q (43717.800000 sec): 3 clusters
  Score: Raw -1780264.301265 + Penalty 3158.545882 = -1777105.755383
  nChanged 243
		SP:Iteration 30Q (43718.090000 sec): 3 clusters
  Score: Raw -1780350.556134 + Penalty 3158.545882 = -1777192.010252
  nChanged 214
		SP:Iteration 31Q (43718.380000 sec): 3 clusters
  Score: Raw -1780418.732012 + Penalty 3158.545882 = -1777260.186130
  nChanged 180
		SP:Iteration 32Q (43718.640000 sec): 3 clusters
  Score: Raw -1780473.406184 + Penalty 3158.545882 = -1777314.860303
  nChanged 139
		SP:Iteration 33Q (43718.900000 sec): 3 clusters
  Score: Raw -1780511.673381 + Penalty 3158.545882 = -1777353.127499
  nChanged 119
		SP:Iteration 34Q (43719.220000 sec): 3 clusters
  Score: Raw -1780541.851743 + Penalty 3158.545882 = -1777383.305861
  nChanged 103
		SP:Iteration 35Q (43719.520000 sec): 3 clusters
  Score: Raw -1780568.679075 + Penalty 3158.545882 = -1777410.133193
  nChanged 89
		SP:Iteration 36Q (43719.800000 sec): 3 clusters
  Score: Raw -1780594.719692 + Penalty 3158.545882 = -1777436.173810
  nChanged 82
		SP:Iteration 37Q (43720.120000 sec): 3 clusters
  Score: Raw -1780617.340503 + Penalty 3158.545882 = -1777458.794621
  nChanged 86
		SP:Iteration 38Q (43720.380000 sec): 3 clusters
  Score: Raw -1780644.390277 + Penalty 3158.545882 = -1777485.844395
  nChanged 88
		SP:Iteration 39Q (43720.650000 sec): 3 clusters
  Score: Raw -1780673.874533 + Penalty 3158.545882 = -1777515.328651
  nChanged 68
		SP:Iteration 40F (43720.910000 sec): 3 clusters
  Score: Raw -1780693.428591 + Penalty 3158.545882 = -1777534.882709
  nChanged 58
		SP:Iteration 41Q (43721.190000 sec): 3 clusters
  Score: Raw -1780707.360499 + Penalty 3158.545882 = -1777548.814618
  nChanged 43
		SP:Iteration 42Q (43721.480000 sec): 3 clusters
  Score: Raw -1780719.822367 + Penalty 3158.545882 = -1777561.276485
  nChanged 42
		SP:Iteration 43Q (43721.770000 sec): 3 clusters
  Score: Raw -1780733.600107 + Penalty 3158.545882 = -1777575.054225
  nChanged 47
		SP:Iteration 44Q (43721.990000 sec): 3 clusters
  Score: Raw -1780747.314307 + Penalty 3158.545882 = -1777588.768425
  nChanged 44
		SP:Iteration 45Q (43722.280000 sec): 3 clusters
  Score: Raw -1780759.124607 + Penalty 3158.545882 = -1777600.578725
  nChanged 38
		SP:Iteration 46Q (43722.480000 sec): 3 clusters
  Score: Raw -1780768.302518 + Penalty 3158.545882 = -1777609.756636
  nChanged 28
		SP:Iteration 47Q (43722.740000 sec): 3 clusters
  Score: Raw -1780776.361880 + Penalty 3158.545882 = -1777617.815998
  nChanged 32
		SP:Iteration 48Q (43722.940000 sec): 3 clusters
  Score: Raw -1780785.806922 + Penalty 3158.545882 = -1777627.261041
  nChanged 30
		SP:Iteration 49Q (43723.200000 sec): 3 clusters
  Score: Raw -1780794.456973 + Penalty 3158.545882 = -1777635.911091
  nChanged 23
		SP:Iteration 50Q (43723.510000 sec): 3 clusters
  Score: Raw -1780800.969406 + Penalty 3158.545882 = -1777642.423524
  nChanged 23
		SP:Iteration 51Q (43723.770000 sec): 3 clusters
  Score: Raw -1780808.316765 + Penalty 3158.545882 = -1777649.770883
  nChanged 26
		SP:Iteration 52Q (43724.000000 sec): 3 clusters
  Score: Raw -1780816.536122 + Penalty 3158.545882 = -1777657.990241
  nChanged 22
		SP:Iteration 53Q (43724.300000 sec): 3 clusters
  Score: Raw -1780822.146953 + Penalty 3158.545882 = -1777663.601071
  nChanged 24
		SP:Iteration 54Q (43724.540000 sec): 3 clusters
  Score: Raw -1780828.370035 + Penalty 3158.545882 = -1777669.824153
  nChanged 19
		SP:Iteration 55Q (43724.790000 sec): 3 clusters
  Score: Raw -1780834.006483 + Penalty 3158.545882 = -1777675.460602
  nChanged 29
		SP:Iteration 56Q (43725.070000 sec): 3 clusters
  Score: Raw -1780840.640051 + Penalty 3158.545882 = -1777682.094169
  nChanged 26
		SP:Iteration 57Q (43725.390000 sec): 3 clusters
  Score: Raw -1780847.864330 + Penalty 3158.545882 = -1777689.318448
  nChanged 26
		SP:Iteration 58Q (43725.610000 sec): 3 clusters
  Score: Raw -1780855.688476 + Penalty 3158.545882 = -1777697.142594
  nChanged 20
		SP:Iteration 59Q (43725.890000 sec): 3 clusters
  Score: Raw -1780861.197327 + Penalty 3158.545882 = -1777702.651445
  nChanged 14
		SP:Iteration 60F (43726.110000 sec): 3 clusters
  Score: Raw -1780864.257769 + Penalty 3158.545882 = -1777705.711888
  nChanged 13
		SP:Iteration 61Q (43726.380000 sec): 3 clusters
  Score: Raw -1780867.899976 + Penalty 3158.545882 = -1777709.354094
  nChanged 13
		SP:Iteration 62Q (43726.640000 sec): 3 clusters
  Score: Raw -1780871.891198 + Penalty 3158.545882 = -1777713.345316
  nChanged 15
		SP:Iteration 63Q (43726.970000 sec): 3 clusters
  Score: Raw -1780876.081362 + Penalty 3158.545882 = -1777717.535480
  nChanged 16
		SP:Iteration 64Q (43727.290000 sec): 3 clusters
  Score: Raw -1780881.256786 + Penalty 3158.545882 = -1777722.710904
  nChanged 13
		SP:Iteration 65Q (43727.570000 sec): 3 clusters
  Score: Raw -1780885.442144 + Penalty 3158.545882 = -1777726.896262
  nChanged 10
		SP:Iteration 66Q (43727.760000 sec): 3 clusters
  Score: Raw -1780887.784310 + Penalty 3158.545882 = -1777729.238428
  nChanged 7
		SP:Iteration 67Q (43728.020000 sec): 3 clusters
  Score: Raw -1780889.951811 + Penalty 3158.545882 = -1777731.405929
  nChanged 8
		SP:Iteration 68Q (43728.330000 sec): 3 clusters
  Score: Raw -1780892.215727 + Penalty 3158.545882 = -1777733.669846
  nChanged 8
		SP:Iteration 69Q (43728.590000 sec): 3 clusters
  Score: Raw -1780894.183310 + Penalty 3158.545882 = -1777735.637429
  nChanged 10
		SP:Iteration 70Q (43728.830000 sec): 3 clusters
  Score: Raw -1780896.315973 + Penalty 3158.545882 = -1777737.770092
  nChanged 5
		SP:Iteration 71Q (43729.100000 sec): 3 clusters
  Score: Raw -1780897.676066 + Penalty 3158.545882 = -1777739.130185
  nChanged 8
		SP:Iteration 72Q (43729.400000 sec): 3 clusters
  Score: Raw -1780899.565574 + Penalty 3158.545882 = -1777741.019692
  nChanged 7
		SP:Iteration 73Q (43729.650000 sec): 3 clusters
  Score: Raw -1780901.314221 + Penalty 3158.545882 = -1777742.768339
  nChanged 8
		SP:Iteration 74Q (43729.930000 sec): 3 clusters
  Score: Raw -1780903.426942 + Penalty 3158.545882 = -1777744.881060
  nChanged 8
		SP:Iteration 75Q (43730.180000 sec): 3 clusters
  Score: Raw -1780905.965339 + Penalty 3158.545882 = -1777747.419457
  nChanged 12
		SP:Iteration 76Q (43730.410000 sec): 3 clusters
  Score: Raw -1780909.745943 + Penalty 3158.545882 = -1777751.200061
  nChanged 10
		SP:Iteration 77Q (43730.610000 sec): 3 clusters
  Score: Raw -1780912.172536 + Penalty 3158.545882 = -1777753.626655
  nChanged 8
		SP:Iteration 78Q (43730.880000 sec): 3 clusters
  Score: Raw -1780913.905060 + Penalty 3158.545882 = -1777755.359178
  nChanged 6
		SP:Iteration 79Q (43731.060000 sec): 3 clusters
  Score: Raw -1780915.724521 + Penalty 3158.545882 = -1777757.178639
  nChanged 8
		SP:Iteration 80F (43731.340000 sec): 3 clusters
  Score: Raw -1780918.029930 + Penalty 3158.545882 = -1777759.484048
  nChanged 9
		SP:Iteration 81Q (43731.610000 sec): 3 clusters
  Score: Raw -1780920.173001 + Penalty 3158.545882 = -1777761.627119
  nChanged 8
		SP:Iteration 82Q (43731.890000 sec): 3 clusters
  Score: Raw -1780922.375241 + Penalty 3158.545882 = -1777763.829359
  nChanged 5
		SP:Iteration 83Q (43732.210000 sec): 3 clusters
  Score: Raw -1780923.438677 + Penalty 3158.545882 = -1777764.892795
  nChanged 3
		SP:Iteration 84Q (43732.580000 sec): 3 clusters
  Score: Raw -1780924.278072 + Penalty 3158.545882 = -1777765.732190
  nChanged 2
		SP:Iteration 85Q (43732.820000 sec): 3 clusters
  Score: Raw -1780924.870978 + Penalty 3158.545882 = -1777766.325096
  nChanged 2
		SP:Iteration 86Q (43733.110000 sec): 3 clusters
  Score: Raw -1780925.362618 + Penalty 3158.545882 = -1777766.816736
  nChanged 1
		SP:Iteration 87Q (43733.430000 sec): 3 clusters
  Score: Raw -1780925.515695 + Penalty 3158.545882 = -1777766.969813
  nChanged 0
		SP:Iteration 88F (43733.670000 sec): 3 clusters
  Score: Raw -1780925.515695 + Penalty 3158.545882 = -1777766.969813
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43734.010000 sec): 2 clusters
  Score: Raw -4389923.765594 + Penalty 1726.250809 = -4388197.514785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43734.410000 sec): 3 clusters
  Score: Raw -4364095.580406 + Penalty 3452.501619 = -4360643.078788
  nChanged 19067
		SP:Iteration 1F (43734.780000 sec): 3 clusters
  Score: Raw -4374821.463158 + Penalty 3452.501619 = -4371368.961540
  nChanged 1511
		SP:Iteration 2Q (43735.240000 sec): 3 clusters
  Score: Raw -4375243.071919 + Penalty 3452.501619 = -4371790.570301
  nChanged 1607
		SP:Iteration 3Q (43735.620000 sec): 3 clusters
  Score: Raw -4375753.324628 + Penalty 3452.501619 = -4372300.823010
  nChanged 1878
		SP:Iteration 4Q (43736.080000 sec): 3 clusters
  Score: Raw -4376508.953355 + Penalty 3452.501619 = -4373056.451737
  nChanged 2247
		SP:Iteration 5F (43736.500000 sec): 3 clusters
  Score: Raw -4377688.436184 + Penalty 3452.501619 = -4374235.934566
  nChanged 2816
		SP:Iteration 6F (43736.900000 sec): 3 clusters
  Score: Raw -4379542.178126 + Penalty 3452.501619 = -4376089.676507
  nChanged 3151
		SP:Iteration 7F (43737.310000 sec): 3 clusters
  Score: Raw -4382043.915348 + Penalty 3452.501619 = -4378591.413730
  nChanged 3219
		SP:Iteration 8F (43737.840000 sec): 3 clusters
  Score: Raw -4384927.382679 + Penalty 3452.501619 = -4381474.881060
  nChanged 2545
		SP:Iteration 9F (43738.190000 sec): 3 clusters
  Score: Raw -4387353.550767 + Penalty 3452.501619 = -4383901.049148
  nChanged 1587
		SP:Iteration 10Q (43738.580000 sec): 3 clusters
  Score: Raw -4388831.053087 + Penalty 3452.501619 = -4385378.551468
  nChanged 766
		SP:Iteration 11Q (43738.970000 sec): 3 clusters
  Score: Raw -4389567.731104 + Penalty 3452.501619 = -4386115.229486
  nChanged 338
		SP:Iteration 12Q (43739.390000 sec): 3 clusters
  Score: Raw -4389936.153359 + Penalty 3452.501619 = -4386483.651740
  nChanged 158
		SP:Iteration 13Q (43739.760000 sec): 3 clusters
  Score: Raw -4390120.957224 + Penalty 3452.501619 = -4386668.455606
  nChanged 92
		SP:Iteration 14Q (43740.160000 sec): 3 clusters
  Score: Raw -4390262.368567 + Penalty 3452.501619 = -4386809.866948
  nChanged 67
		SP:Iteration 15Q (43740.520000 sec): 3 clusters
  Score: Raw -4390354.408671 + Penalty 3452.501619 = -4386901.907052
  nChanged 43
		SP:Iteration 16Q (43740.870000 sec): 3 clusters
  Score: Raw -4390418.378718 + Penalty 3452.501619 = -4386965.877099
  nChanged 51
		SP:Iteration 17Q (43741.260000 sec): 3 clusters
  Score: Raw -4390469.549980 + Penalty 3452.501619 = -4387017.048362
  nChanged 43
		SP:Iteration 18Q (43741.650000 sec): 3 clusters
  Score: Raw -4390499.420809 + Penalty 3452.501619 = -4387046.919191
  nChanged 34
		SP:Iteration 19Q (43742.040000 sec): 3 clusters
  Score: Raw -4390527.980339 + Penalty 3452.501619 = -4387075.478721
  nChanged 31
		SP:Iteration 20F (43742.420000 sec): 3 clusters
  Score: Raw -4390549.669257 + Penalty 3452.501619 = -4387097.167639
  nChanged 24
		SP:Iteration 21Q (43742.740000 sec): 3 clusters
  Score: Raw -4390570.479545 + Penalty 3452.501619 = -4387117.977926
  nChanged 32
		SP:Iteration 22Q (43743.120000 sec): 3 clusters
  Score: Raw -4390590.827829 + Penalty 3452.501619 = -4387138.326210
  nChanged 22
		SP:Iteration 23Q (43743.480000 sec): 3 clusters
  Score: Raw -4390610.261437 + Penalty 3452.501619 = -4387157.759818
  nChanged 34
		SP:Iteration 24Q (43743.830000 sec): 3 clusters
  Score: Raw -4390638.599091 + Penalty 3452.501619 = -4387186.097472
  nChanged 41
		SP:Iteration 25Q (43744.230000 sec): 3 clusters
  Score: Raw -4390664.923023 + Penalty 3452.501619 = -4387212.421405
  nChanged 36
		SP:Iteration 26Q (43744.620000 sec): 3 clusters
  Score: Raw -4390681.646000 + Penalty 3452.501619 = -4387229.144382
  nChanged 21
		SP:Iteration 27Q (43745.080000 sec): 3 clusters
  Score: Raw -4390691.135887 + Penalty 3452.501619 = -4387238.634269
  nChanged 17
		SP:Iteration 28Q (43745.490000 sec): 3 clusters
  Score: Raw -4390699.938290 + Penalty 3452.501619 = -4387247.436671
  nChanged 14
		SP:Iteration 29Q (43745.920000 sec): 3 clusters
  Score: Raw -4390707.449120 + Penalty 3452.501619 = -4387254.947501
  nChanged 18
		SP:Iteration 30Q (43746.340000 sec): 3 clusters
  Score: Raw -4390717.684786 + Penalty 3452.501619 = -4387265.183168
  nChanged 13
		SP:Iteration 31Q (43746.710000 sec): 3 clusters
  Score: Raw -4390723.498864 + Penalty 3452.501619 = -4387270.997246
  nChanged 18
		SP:Iteration 32Q (43747.120000 sec): 3 clusters
  Score: Raw -4390731.494183 + Penalty 3452.501619 = -4387278.992564
  nChanged 14
		SP:Iteration 33Q (43747.530000 sec): 3 clusters
  Score: Raw -4390738.397583 + Penalty 3452.501619 = -4387285.895965
  nChanged 9
		SP:Iteration 34Q (43747.890000 sec): 3 clusters
  Score: Raw -4390742.433612 + Penalty 3452.501619 = -4387289.931994
  nChanged 14
		SP:Iteration 35Q (43748.300000 sec): 3 clusters
  Score: Raw -4390748.610134 + Penalty 3452.501619 = -4387296.108516
  nChanged 13
		SP:Iteration 36Q (43748.640000 sec): 3 clusters
  Score: Raw -4390753.620312 + Penalty 3452.501619 = -4387301.118694
  nChanged 11
		SP:Iteration 37Q (43749.080000 sec): 3 clusters
  Score: Raw -4390758.871765 + Penalty 3452.501619 = -4387306.370147
  nChanged 10
		SP:Iteration 38Q (43749.490000 sec): 3 clusters
  Score: Raw -4390761.853795 + Penalty 3452.501619 = -4387309.352176
  nChanged 5
		SP:Iteration 39Q (43749.940000 sec): 3 clusters
  Score: Raw -4390763.869360 + Penalty 3452.501619 = -4387311.367741
  nChanged 8
		SP:Iteration 40F (43750.330000 sec): 3 clusters
  Score: Raw -4390768.779480 + Penalty 3452.501619 = -4387316.277861
  nChanged 12
		SP:Iteration 41Q (43750.780000 sec): 3 clusters
  Score: Raw -4390774.043992 + Penalty 3452.501619 = -4387321.542374
  nChanged 10
		SP:Iteration 42Q (43751.190000 sec): 3 clusters
  Score: Raw -4390778.513546 + Penalty 3452.501619 = -4387326.011928
  nChanged 11
		SP:Iteration 43Q (43751.580000 sec): 3 clusters
  Score: Raw -4390782.876858 + Penalty 3452.501619 = -4387330.375239
  nChanged 8
		SP:Iteration 44Q (43751.990000 sec): 3 clusters
  Score: Raw -4390786.362347 + Penalty 3452.501619 = -4387333.860729
  nChanged 10
		SP:Iteration 45Q (43752.410000 sec): 3 clusters
  Score: Raw -4390789.579474 + Penalty 3452.501619 = -4387337.077855
  nChanged 13
		SP:Iteration 46Q (43752.830000 sec): 3 clusters
  Score: Raw -4390794.052131 + Penalty 3452.501619 = -4387341.550513
  nChanged 8
		SP:Iteration 47Q (43753.290000 sec): 3 clusters
  Score: Raw -4390796.774157 + Penalty 3452.501619 = -4387344.272539
  nChanged 6
		SP:Iteration 48Q (43753.670000 sec): 3 clusters
  Score: Raw -4390799.303159 + Penalty 3452.501619 = -4387346.801541
  nChanged 8
		SP:Iteration 49Q (43754.070000 sec): 3 clusters
  Score: Raw -4390801.990900 + Penalty 3452.501619 = -4387349.489282
  nChanged 5
		SP:Iteration 50Q (43754.420000 sec): 3 clusters
  Score: Raw -4390803.032016 + Penalty 3452.501619 = -4387350.530398
  nChanged 0
		SP:Iteration 51F (43754.810000 sec): 3 clusters
  Score: Raw -4390803.032016 + Penalty 3452.501619 = -4387350.530398
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43754.950000 sec): 2 clusters
  Score: Raw -82446.971935 + Penalty 1117.728051 = -81329.243883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43755.110000 sec): 3 clusters
  Score: Raw -82196.759579 + Penalty 2235.456102 = -79961.303477
  nChanged 292
		SP:Iteration 1F (43755.240000 sec): 3 clusters
  Score: Raw -82555.832281 + Penalty 2235.456102 = -80320.376179
  nChanged 87
		SP:Iteration 2F (43755.420000 sec): 3 clusters
  Score: Raw -82695.532381 + Penalty 2235.456102 = -80460.076279
  nChanged 62
		SP:Iteration 3F (43755.610000 sec): 3 clusters
  Score: Raw -82802.689792 + Penalty 2235.456102 = -80567.233690
  nChanged 40
		SP:Iteration 4Q (43755.760000 sec): 3 clusters
  Score: Raw -82894.104092 + Penalty 2235.456102 = -80658.647990
  nChanged 33
		SP:Iteration 5Q (43755.900000 sec): 3 clusters
  Score: Raw -82973.884683 + Penalty 2235.456102 = -80738.428581
  nChanged 23
		SP:Iteration 6Q (43756.050000 sec): 3 clusters
  Score: Raw -83029.246924 + Penalty 2235.456102 = -80793.790822
  nChanged 24
		SP:Iteration 7Q (43756.170000 sec): 3 clusters
  Score: Raw -83064.181278 + Penalty 2235.456102 = -80828.725176
  nChanged 16
		SP:Iteration 8Q (43756.400000 sec): 3 clusters
  Score: Raw -83088.555220 + Penalty 2235.456102 = -80853.099118
  nChanged 14
		SP:Iteration 9Q (43756.610000 sec): 3 clusters
  Score: Raw -83106.969107 + Penalty 2235.456102 = -80871.513005
  nChanged 10
		SP:Iteration 10Q (43756.800000 sec): 3 clusters
  Score: Raw -83118.526706 + Penalty 2235.456102 = -80883.070604
  nChanged 6
		SP:Iteration 11Q (43756.960000 sec): 3 clusters
  Score: Raw -83124.422327 + Penalty 2235.456102 = -80888.966224
  nChanged 4
		SP:Iteration 12Q (43757.090000 sec): 3 clusters
  Score: Raw -83127.102294 + Penalty 2235.456102 = -80891.646192
  nChanged 2
		SP:Iteration 13Q (43757.240000 sec): 3 clusters
  Score: Raw -83128.148329 + Penalty 2235.456102 = -80892.692227
  nChanged 0
		SP:Iteration 14F (43757.430000 sec): 3 clusters
  Score: Raw -83128.148329 + Penalty 2235.456102 = -80892.692227
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (2144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43757.510000 sec): 2 clusters
  Score: Raw -196507.805364 + Penalty 1246.444635 = -195261.360729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43757.690000 sec): 3 clusters
  Score: Raw -195585.840845 + Penalty 2492.889270 = -193092.951575
  nChanged 746
		SP:Iteration 1F (43757.880000 sec): 3 clusters
  Score: Raw -196061.098797 + Penalty 2492.889270 = -193568.209527
  nChanged 176
		SP:Iteration 2F (43758.060000 sec): 3 clusters
  Score: Raw -196209.958808 + Penalty 2492.889270 = -193717.069538
  nChanged 140
		SP:Iteration 3F (43758.220000 sec): 3 clusters
  Score: Raw -196322.350958 + Penalty 2492.889270 = -193829.461688
  nChanged 118
		SP:Iteration 4F (43758.370000 sec): 3 clusters
  Score: Raw -196436.718920 + Penalty 2492.889270 = -193943.829650
  nChanged 109
		SP:Iteration 5F (43758.520000 sec): 3 clusters
  Score: Raw -196549.840440 + Penalty 2492.889270 = -194056.951170
  nChanged 103
		SP:Iteration 6Q (43758.620000 sec): 3 clusters
  Score: Raw -196659.752048 + Penalty 2492.889270 = -194166.862778
  nChanged 81
		SP:Iteration 7Q (43758.770000 sec): 3 clusters
  Score: Raw -196737.966833 + Penalty 2492.889270 = -194245.077563
  nChanged 66
		SP:Iteration 8Q (43758.930000 sec): 3 clusters
  Score: Raw -196804.355714 + Penalty 2492.889270 = -194311.466445
  nChanged 59
		SP:Iteration 9Q (43759.070000 sec): 3 clusters
  Score: Raw -196861.185105 + Penalty 2492.889270 = -194368.295836
  nChanged 47
		SP:Iteration 10Q (43759.230000 sec): 3 clusters
  Score: Raw -196898.131601 + Penalty 2492.889270 = -194405.242332
  nChanged 39
		SP:Iteration 11Q (43759.330000 sec): 3 clusters
  Score: Raw -196930.869420 + Penalty 2492.889270 = -194437.980150
  nChanged 30
		SP:Iteration 12Q (43759.480000 sec): 3 clusters
  Score: Raw -196954.682566 + Penalty 2492.889270 = -194461.793296
  nChanged 23
		SP:Iteration 13Q (43759.620000 sec): 3 clusters
  Score: Raw -196972.269747 + Penalty 2492.889270 = -194479.380477
  nChanged 32
		SP:Iteration 14Q (43759.760000 sec): 3 clusters
  Score: Raw -196995.034950 + Penalty 2492.889270 = -194502.145680
  nChanged 26
		SP:Iteration 15Q (43759.920000 sec): 3 clusters
  Score: Raw -197017.486644 + Penalty 2492.889270 = -194524.597374
  nChanged 32
		SP:Iteration 16Q (43760.060000 sec): 3 clusters
  Score: Raw -197039.074328 + Penalty 2492.889270 = -194546.185058
  nChanged 28
		SP:Iteration 17Q (43760.170000 sec): 3 clusters
  Score: Raw -197065.928955 + Penalty 2492.889270 = -194573.039685
  nChanged 35
		SP:Iteration 18Q (43760.310000 sec): 3 clusters
  Score: Raw -197094.469757 + Penalty 2492.889270 = -194601.580487
  nChanged 33
		SP:Iteration 19Q (43760.460000 sec): 3 clusters
  Score: Raw -197127.597970 + Penalty 2492.889270 = -194634.708701
  nChanged 36
		SP:Iteration 20F (43760.610000 sec): 3 clusters
  Score: Raw -197168.038525 + Penalty 2492.889270 = -194675.149255
  nChanged 34
		SP:Iteration 21Q (43760.760000 sec): 3 clusters
  Score: Raw -197194.930008 + Penalty 2492.889270 = -194702.040739
  nChanged 31
		SP:Iteration 22Q (43760.860000 sec): 3 clusters
  Score: Raw -197227.623609 + Penalty 2492.889270 = -194734.734339
  nChanged 30
		SP:Iteration 23Q (43761.010000 sec): 3 clusters
  Score: Raw -197256.458316 + Penalty 2492.889270 = -194763.569046
  nChanged 32
		SP:Iteration 24Q (43761.160000 sec): 3 clusters
  Score: Raw -197287.670985 + Penalty 2492.889270 = -194794.781715
  nChanged 28
		SP:Iteration 25Q (43761.300000 sec): 3 clusters
  Score: Raw -197314.952977 + Penalty 2492.889270 = -194822.063707
  nChanged 22
		SP:Iteration 26Q (43761.400000 sec): 3 clusters
  Score: Raw -197329.725346 + Penalty 2492.889270 = -194836.836076
  nChanged 13
		SP:Iteration 27Q (43761.550000 sec): 3 clusters
  Score: Raw -197337.856785 + Penalty 2492.889270 = -194844.967516
  nChanged 7
		SP:Iteration 28Q (43761.690000 sec): 3 clusters
  Score: Raw -197342.330853 + Penalty 2492.889270 = -194849.441583
  nChanged 3
		SP:Iteration 29Q (43761.860000 sec): 3 clusters
  Score: Raw -197344.713073 + Penalty 2492.889270 = -194851.823803
  nChanged 6
		SP:Iteration 30Q (43762.010000 sec): 3 clusters
  Score: Raw -197347.602219 + Penalty 2492.889270 = -194854.712950
  nChanged 5
		SP:Iteration 31Q (43762.150000 sec): 3 clusters
  Score: Raw -197353.690381 + Penalty 2492.889270 = -194860.801112
  nChanged 8
		SP:Iteration 32Q (43762.290000 sec): 3 clusters
  Score: Raw -197357.863910 + Penalty 2492.889270 = -194864.974640
  nChanged 7
		SP:Iteration 33Q (43762.430000 sec): 3 clusters
  Score: Raw -197360.466255 + Penalty 2492.889270 = -194867.576986
  nChanged 6
		SP:Iteration 34Q (43762.570000 sec): 3 clusters
  Score: Raw -197363.867944 + Penalty 2492.889270 = -194870.978675
  nChanged 8
		SP:Iteration 35Q (43762.690000 sec): 3 clusters
  Score: Raw -197374.284047 + Penalty 2492.889270 = -194881.394777
  nChanged 13
		SP:Iteration 36Q (43762.840000 sec): 3 clusters
  Score: Raw -197396.108163 + Penalty 2492.889270 = -194903.218894
  nChanged 9
		SP:Iteration 37Q (43762.980000 sec): 3 clusters
  Score: Raw -197406.201464 + Penalty 2492.889270 = -194913.312194
  nChanged 7
		SP:Iteration 38Q (43763.080000 sec): 3 clusters
  Score: Raw -197412.719178 + Penalty 2492.889270 = -194919.829908
  nChanged 7
		SP:Iteration 39Q (43763.240000 sec): 3 clusters
  Score: Raw -197421.668714 + Penalty 2492.889270 = -194928.779444
  nChanged 11
		SP:Iteration 40F (43763.380000 sec): 3 clusters
  Score: Raw -197434.783900 + Penalty 2492.889270 = -194941.894630
  nChanged 13
		SP:Iteration 41Q (43763.470000 sec): 3 clusters
  Score: Raw -197449.037258 + Penalty 2492.889270 = -194956.147988
  nChanged 11
		SP:Iteration 42Q (43763.610000 sec): 3 clusters
  Score: Raw -197461.145010 + Penalty 2492.889270 = -194968.255740
  nChanged 15
		SP:Iteration 43Q (43763.760000 sec): 3 clusters
  Score: Raw -197477.105891 + Penalty 2492.889270 = -194984.216621
  nChanged 11
		SP:Iteration 44Q (43763.900000 sec): 3 clusters
  Score: Raw -197492.577391 + Penalty 2492.889270 = -194999.688121
  nChanged 14
		SP:Iteration 45Q (43764.040000 sec): 3 clusters
  Score: Raw -197511.203078 + Penalty 2492.889270 = -195018.313808
  nChanged 10
		SP:Iteration 46Q (43764.180000 sec): 3 clusters
  Score: Raw -197522.800476 + Penalty 2492.889270 = -195029.911206
  nChanged 11
		SP:Iteration 47Q (43764.330000 sec): 3 clusters
  Score: Raw -197538.961903 + Penalty 2492.889270 = -195046.072634
  nChanged 19
		SP:Iteration 48Q (43764.420000 sec): 3 clusters
  Score: Raw -197575.269278 + Penalty 2492.889270 = -195082.380009
  nChanged 22
		SP:Iteration 49Q (43764.570000 sec): 3 clusters
  Score: Raw -197618.371289 + Penalty 2492.889270 = -195125.482019
  nChanged 22
		SP:Iteration 50Q (43764.710000 sec): 3 clusters
  Score: Raw -197651.991644 + Penalty 2492.889270 = -195159.102374
  nChanged 18
		SP:Iteration 51Q (43764.850000 sec): 3 clusters
  Score: Raw -197677.582795 + Penalty 2492.889270 = -195184.693525
  nChanged 20
		SP:Iteration 52Q (43765.010000 sec): 3 clusters
  Score: Raw -197709.828773 + Penalty 2492.889270 = -195216.939503
  nChanged 14
		SP:Iteration 53Q (43765.110000 sec): 3 clusters
  Score: Raw -197729.554082 + Penalty 2492.889270 = -195236.664813
  nChanged 8
		SP:Iteration 54Q (43765.250000 sec): 3 clusters
  Score: Raw -197740.365349 + Penalty 2492.889270 = -195247.476080
  nChanged 11
		SP:Iteration 55Q (43765.390000 sec): 3 clusters
  Score: Raw -197752.880852 + Penalty 2492.889270 = -195259.991582
  nChanged 4
		SP:Iteration 56Q (43765.530000 sec): 3 clusters
  Score: Raw -197758.469302 + Penalty 2492.889270 = -195265.580033
  nChanged 4
		SP:Iteration 57Q (43765.680000 sec): 3 clusters
  Score: Raw -197765.364054 + Penalty 2492.889270 = -195272.474785
  nChanged 4
		SP:Iteration 58Q (43765.820000 sec): 3 clusters
  Score: Raw -197772.212589 + Penalty 2492.889270 = -195279.323319
  nChanged 6
		SP:Iteration 59Q (43765.960000 sec): 3 clusters
  Score: Raw -197778.283102 + Penalty 2492.889270 = -195285.393832
  nChanged 4
		SP:Iteration 60F (43766.100000 sec): 3 clusters
  Score: Raw -197780.906094 + Penalty 2492.889270 = -195288.016825
  nChanged 2
		SP:Iteration 61Q (43766.230000 sec): 3 clusters
  Score: Raw -197782.152576 + Penalty 2492.889270 = -195289.263306
  nChanged 0
		SP:Iteration 62F (43766.370000 sec): 3 clusters
  Score: Raw -197782.152576 + Penalty 2492.889270 = -195289.263306
  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 7.98 GB.

 Trying to split cluster 12 (3389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43766.530000 sec): 2 clusters
  Score: Raw -328853.529187 + Penalty 1320.847153 = -327532.682034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43766.680000 sec): 3 clusters
  Score: Raw -327222.664558 + Penalty 2641.694306 = -324580.970252
  nChanged 1263
		SP:Iteration 1F (43766.840000 sec): 3 clusters
  Score: Raw -327937.350787 + Penalty 2641.694306 = -325295.656481
  nChanged 241
		SP:Iteration 2F (43767.000000 sec): 3 clusters
  Score: Raw -328070.892372 + Penalty 2641.694306 = -325429.198066
  nChanged 158
		SP:Iteration 3Q (43767.140000 sec): 3 clusters
  Score: Raw -328155.818722 + Penalty 2641.694306 = -325514.124417
  nChanged 122
		SP:Iteration 4Q (43767.320000 sec): 3 clusters
  Score: Raw -328226.277001 + Penalty 2641.694306 = -325584.582695
  nChanged 101
		SP:Iteration 5Q (43767.460000 sec): 3 clusters
  Score: Raw -328290.237197 + Penalty 2641.694306 = -325648.542891
  nChanged 100
		SP:Iteration 6Q (43767.600000 sec): 3 clusters
  Score: Raw -328349.891363 + Penalty 2641.694306 = -325708.197057
  nChanged 84
		SP:Iteration 7Q (43767.750000 sec): 3 clusters
  Score: Raw -328394.474483 + Penalty 2641.694306 = -325752.780177
  nChanged 78
		SP:Iteration 8Q (43767.890000 sec): 3 clusters
  Score: Raw -328437.225851 + Penalty 2641.694306 = -325795.531545
  nChanged 82
		SP:Iteration 9Q (43768.040000 sec): 3 clusters
  Score: Raw -328482.697615 + Penalty 2641.694306 = -325841.003309
  nChanged 66
		SP:Iteration 10Q (43768.180000 sec): 3 clusters
  Score: Raw -328520.692761 + Penalty 2641.694306 = -325878.998455
  nChanged 74
		SP:Iteration 11Q (43768.320000 sec): 3 clusters
  Score: Raw -328562.205931 + Penalty 2641.694306 = -325920.511625
  nChanged 70
		SP:Iteration 12Q (43768.470000 sec): 3 clusters
  Score: Raw -328597.583651 + Penalty 2641.694306 = -325955.889345
  nChanged 61
		SP:Iteration 13Q (43768.610000 sec): 3 clusters
  Score: Raw -328630.818975 + Penalty 2641.694306 = -325989.124669
  nChanged 68
		SP:Iteration 14Q (43768.750000 sec): 3 clusters
  Score: Raw -328674.963373 + Penalty 2641.694306 = -326033.269068
  nChanged 74
		SP:Iteration 15Q (43768.900000 sec): 3 clusters
  Score: Raw -328731.417217 + Penalty 2641.694306 = -326089.722911
  nChanged 81
		SP:Iteration 16Q (43769.040000 sec): 3 clusters
  Score: Raw -328799.981176 + Penalty 2641.694306 = -326158.286870
  nChanged 90
		SP:Iteration 17Q (43769.180000 sec): 3 clusters
  Score: Raw -328873.391061 + Penalty 2641.694306 = -326231.696755
  nChanged 70
		SP:Iteration 18Q (43769.320000 sec): 3 clusters
  Score: Raw -328920.043943 + Penalty 2641.694306 = -326278.349637
  nChanged 66
		SP:Iteration 19Q (43769.460000 sec): 3 clusters
  Score: Raw -328958.706863 + Penalty 2641.694306 = -326317.012557
  nChanged 57
		SP:Iteration 20F (43769.610000 sec): 3 clusters
  Score: Raw -328995.713171 + Penalty 2641.694306 = -326354.018865
  nChanged 49
		SP:Iteration 21Q (43769.750000 sec): 3 clusters
  Score: Raw -329027.529566 + Penalty 2641.694306 = -326385.835260
  nChanged 39
		SP:Iteration 22Q (43769.890000 sec): 3 clusters
  Score: Raw -329054.112257 + Penalty 2641.694306 = -326412.417951
  nChanged 37
		SP:Iteration 23Q (43770.120000 sec): 3 clusters
  Score: Raw -329069.992134 + Penalty 2641.694306 = -326428.297828
  nChanged 31
		SP:Iteration 24Q (43770.290000 sec): 3 clusters
  Score: Raw -329083.954934 + Penalty 2641.694306 = -326442.260628
  nChanged 22
		SP:Iteration 25Q (43770.420000 sec): 3 clusters
  Score: Raw -329094.128131 + Penalty 2641.694306 = -326452.433826
  nChanged 15
		SP:Iteration 26Q (43770.570000 sec): 3 clusters
  Score: Raw -329103.047736 + Penalty 2641.694306 = -326461.353430
  nChanged 16
		SP:Iteration 27Q (43770.720000 sec): 3 clusters
  Score: Raw -329111.959141 + Penalty 2641.694306 = -326470.264835
  nChanged 11
		SP:Iteration 28Q (43770.860000 sec): 3 clusters
  Score: Raw -329117.435843 + Penalty 2641.694306 = -326475.741537
  nChanged 7
		SP:Iteration 29Q (43771.000000 sec): 3 clusters
  Score: Raw -329120.873425 + Penalty 2641.694306 = -326479.179120
  nChanged 11
		SP:Iteration 30Q (43771.140000 sec): 3 clusters
  Score: Raw -329126.025357 + Penalty 2641.694306 = -326484.331052
  nChanged 8
		SP:Iteration 31Q (43771.290000 sec): 3 clusters
  Score: Raw -329128.500393 + Penalty 2641.694306 = -326486.806087
  nChanged 5
		SP:Iteration 32Q (43771.430000 sec): 3 clusters
  Score: Raw -329130.356728 + Penalty 2641.694306 = -326488.662423
  nChanged 6
		SP:Iteration 33Q (43771.580000 sec): 3 clusters
  Score: Raw -329132.903675 + Penalty 2641.694306 = -326491.209369
  nChanged 6
		SP:Iteration 34Q (43771.720000 sec): 3 clusters
  Score: Raw -329134.952393 + Penalty 2641.694306 = -326493.258087
  nChanged 3
		SP:Iteration 35Q (43771.860000 sec): 3 clusters
  Score: Raw -329135.696580 + Penalty 2641.694306 = -326494.002275
  nChanged 1
		SP:Iteration 36Q (43772.020000 sec): 3 clusters
  Score: Raw -329136.652967 + Penalty 2641.694306 = -326494.958662
  nChanged 2
		SP:Iteration 37Q (43772.180000 sec): 3 clusters
  Score: Raw -329137.167583 + Penalty 2641.694306 = -326495.473277
  nChanged 0
		SP:Iteration 38F (43772.390000 sec): 3 clusters
  Score: Raw -329137.167583 + Penalty 2641.694306 = -326495.473277
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43772.520000 sec): 2 clusters
  Score: Raw -162057.446241 + Penalty 1228.343717 = -160829.102525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43772.700000 sec): 3 clusters
  Score: Raw -161410.544965 + Penalty 2456.687433 = -158953.857532
  nChanged 688
		SP:Iteration 1F (43772.830000 sec): 3 clusters
  Score: Raw -162333.138675 + Penalty 2456.687433 = -159876.451242
  nChanged 211
		SP:Iteration 2F (43773.020000 sec): 3 clusters
  Score: Raw -162758.281041 + Penalty 2456.687433 = -160301.593608
  nChanged 158
		SP:Iteration 3F (43773.180000 sec): 3 clusters
  Score: Raw -163035.491705 + Penalty 2456.687433 = -160578.804272
  nChanged 91
		SP:Iteration 4Q (43773.380000 sec): 3 clusters
  Score: Raw -163123.022182 + Penalty 2456.687433 = -160666.334749
  nChanged 44
		SP:Iteration 5Q (43773.570000 sec): 3 clusters
  Score: Raw -163149.136167 + Penalty 2456.687433 = -160692.448734
  nChanged 25
		SP:Iteration 6Q (43773.720000 sec): 3 clusters
  Score: Raw -163168.571390 + Penalty 2456.687433 = -160711.883957
  nChanged 12
		SP:Iteration 7Q (43773.880000 sec): 3 clusters
  Score: Raw -163182.903489 + Penalty 2456.687433 = -160726.216056
  nChanged 21
		SP:Iteration 8Q (43774.050000 sec): 3 clusters
  Score: Raw -163202.252623 + Penalty 2456.687433 = -160745.565190
  nChanged 12
		SP:Iteration 9Q (43774.240000 sec): 3 clusters
  Score: Raw -163209.990720 + Penalty 2456.687433 = -160753.303287
  nChanged 9
		SP:Iteration 10Q (43774.420000 sec): 3 clusters
  Score: Raw -163214.629690 + Penalty 2456.687433 = -160757.942257
  nChanged 7
		SP:Iteration 11Q (43774.580000 sec): 3 clusters
  Score: Raw -163219.516832 + Penalty 2456.687433 = -160762.829399
  nChanged 3
		SP:Iteration 12Q (43774.810000 sec): 3 clusters
  Score: Raw -163222.462792 + Penalty 2456.687433 = -160765.775359
  nChanged 5
		SP:Iteration 13Q (43774.990000 sec): 3 clusters
  Score: Raw -163230.204360 + Penalty 2456.687433 = -160773.516927
  nChanged 16
		SP:Iteration 14Q (43775.180000 sec): 3 clusters
  Score: Raw -163252.432443 + Penalty 2456.687433 = -160795.745010
  nChanged 11
		SP:Iteration 15Q (43775.360000 sec): 3 clusters
  Score: Raw -163263.727801 + Penalty 2456.687433 = -160807.040368
  nChanged 13
		SP:Iteration 16Q (43775.590000 sec): 3 clusters
  Score: Raw -163272.051565 + Penalty 2456.687433 = -160815.364132
  nChanged 7
		SP:Iteration 17Q (43775.790000 sec): 3 clusters
  Score: Raw -163275.076867 + Penalty 2456.687433 = -160818.389434
  nChanged 6
		SP:Iteration 18Q (43776.000000 sec): 3 clusters
  Score: Raw -163278.752599 + Penalty 2456.687433 = -160822.065166
  nChanged 3
		SP:Iteration 19Q (43776.200000 sec): 3 clusters
  Score: Raw -163279.825060 + Penalty 2456.687433 = -160823.137627
  nChanged 0
		SP:Iteration 20F (43776.400000 sec): 3 clusters
  Score: Raw -163279.825060 + Penalty 2456.687433 = -160823.137627
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43776.540000 sec): 2 clusters
  Score: Raw -231418.229186 + Penalty 1274.114798 = -230144.114387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43776.740000 sec): 3 clusters
  Score: Raw -230276.819266 + Penalty 2548.229597 = -227728.589669
  nChanged 933
		SP:Iteration 1F (43776.950000 sec): 3 clusters
  Score: Raw -230842.167935 + Penalty 2548.229597 = -228293.938338
  nChanged 209
		SP:Iteration 2F (43777.160000 sec): 3 clusters
  Score: Raw -231000.834130 + Penalty 2548.229597 = -228452.604533
  nChanged 147
		SP:Iteration 3F (43777.380000 sec): 3 clusters
  Score: Raw -231123.429389 + Penalty 2548.229597 = -228575.199792
  nChanged 126
		SP:Iteration 4Q (43777.580000 sec): 3 clusters
  Score: Raw -231239.404620 + Penalty 2548.229597 = -228691.175023
  nChanged 114
		SP:Iteration 5Q (43777.740000 sec): 3 clusters
  Score: Raw -231343.236032 + Penalty 2548.229597 = -228795.006435
  nChanged 94
		SP:Iteration 6Q (43777.930000 sec): 3 clusters
  Score: Raw -231424.984790 + Penalty 2548.229597 = -228876.755193
  nChanged 82
		SP:Iteration 7Q (43778.150000 sec): 3 clusters
  Score: Raw -231493.378139 + Penalty 2548.229597 = -228945.148542
  nChanged 72
		SP:Iteration 8Q (43778.330000 sec): 3 clusters
  Score: Raw -231537.945318 + Penalty 2548.229597 = -228989.715721
  nChanged 41
		SP:Iteration 9Q (43778.500000 sec): 3 clusters
  Score: Raw -231561.597802 + Penalty 2548.229597 = -229013.368205
  nChanged 23
		SP:Iteration 10Q (43778.650000 sec): 3 clusters
  Score: Raw -231578.600929 + Penalty 2548.229597 = -229030.371332
  nChanged 26
		SP:Iteration 11Q (43778.770000 sec): 3 clusters
  Score: Raw -231587.864740 + Penalty 2548.229597 = -229039.635143
  nChanged 18
		SP:Iteration 12Q (43778.990000 sec): 3 clusters
  Score: Raw -231594.027845 + Penalty 2548.229597 = -229045.798249
  nChanged 16
		SP:Iteration 13Q (43779.170000 sec): 3 clusters
  Score: Raw -231603.717656 + Penalty 2548.229597 = -229055.488059
  nChanged 15
		SP:Iteration 14Q (43779.390000 sec): 3 clusters
  Score: Raw -231612.772307 + Penalty 2548.229597 = -229064.542710
  nChanged 18
		SP:Iteration 15Q (43779.570000 sec): 3 clusters
  Score: Raw -231621.033293 + Penalty 2548.229597 = -229072.803696
  nChanged 19
		SP:Iteration 16Q (43779.710000 sec): 3 clusters
  Score: Raw -231629.617953 + Penalty 2548.229597 = -229081.388356
  nChanged 16
		SP:Iteration 17Q (43779.830000 sec): 3 clusters
  Score: Raw -231635.920653 + Penalty 2548.229597 = -229087.691056
  nChanged 13
		SP:Iteration 18Q (43779.970000 sec): 3 clusters
  Score: Raw -231639.908226 + Penalty 2548.229597 = -229091.678629
  nChanged 9
		SP:Iteration 19Q (43780.110000 sec): 3 clusters
  Score: Raw -231642.226511 + Penalty 2548.229597 = -229093.996914
  nChanged 3
		SP:Iteration 20F (43780.290000 sec): 3 clusters
  Score: Raw -231642.813374 + Penalty 2548.229597 = -229094.583777
  nChanged 3
		SP:Iteration 21Q (43780.460000 sec): 3 clusters
  Score: Raw -231643.808062 + Penalty 2548.229597 = -229095.578466
  nChanged 2
		SP:Iteration 22Q (43780.610000 sec): 3 clusters
  Score: Raw -231644.295899 + Penalty 2548.229597 = -229096.066302
  nChanged 2
		SP:Iteration 23Q (43780.810000 sec): 3 clusters
  Score: Raw -231644.646452 + Penalty 2548.229597 = -229096.416855
  nChanged 0
		SP:Iteration 24F (43780.980000 sec): 3 clusters
  Score: Raw -231644.646452 + Penalty 2548.229597 = -229096.416855
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43781.070000 sec): 2 clusters
  Score: Raw -243921.772960 + Penalty 1275.641826 = -242646.131134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43781.250000 sec): 3 clusters
  Score: Raw -242745.555201 + Penalty 2551.283652 = -240194.271549
  nChanged 949
		SP:Iteration 1F (43781.470000 sec): 3 clusters
  Score: Raw -243367.148940 + Penalty 2551.283652 = -240815.865288
  nChanged 217
		SP:Iteration 2F (43781.580000 sec): 3 clusters
  Score: Raw -243518.885687 + Penalty 2551.283652 = -240967.602035
  nChanged 127
		SP:Iteration 3Q (43781.780000 sec): 3 clusters
  Score: Raw -243599.672380 + Penalty 2551.283652 = -241048.388727
  nChanged 104
		SP:Iteration 4Q (43781.970000 sec): 3 clusters
  Score: Raw -243666.981200 + Penalty 2551.283652 = -241115.697548
  nChanged 74
		SP:Iteration 5Q (43782.150000 sec): 3 clusters
  Score: Raw -243706.745441 + Penalty 2551.283652 = -241155.461789
  nChanged 65
		SP:Iteration 6Q (43782.290000 sec): 3 clusters
  Score: Raw -243741.853813 + Penalty 2551.283652 = -241190.570160
  nChanged 50
		SP:Iteration 7Q (43782.430000 sec): 3 clusters
  Score: Raw -243773.764155 + Penalty 2551.283652 = -241222.480503
  nChanged 54
		SP:Iteration 8Q (43782.600000 sec): 3 clusters
  Score: Raw -243799.895766 + Penalty 2551.283652 = -241248.612114
  nChanged 43
		SP:Iteration 9Q (43782.770000 sec): 3 clusters
  Score: Raw -243819.890282 + Penalty 2551.283652 = -241268.606630
  nChanged 39
		SP:Iteration 10Q (43782.990000 sec): 3 clusters
  Score: Raw -243839.014685 + Penalty 2551.283652 = -241287.731033
  nChanged 38
		SP:Iteration 11Q (43783.170000 sec): 3 clusters
  Score: Raw -243860.375810 + Penalty 2551.283652 = -241309.092158
  nChanged 40
		SP:Iteration 12Q (43783.300000 sec): 3 clusters
  Score: Raw -243884.371165 + Penalty 2551.283652 = -241333.087513
  nChanged 41
		SP:Iteration 13Q (43783.500000 sec): 3 clusters
  Score: Raw -243904.783138 + Penalty 2551.283652 = -241353.499486
  nChanged 30
		SP:Iteration 14Q (43783.700000 sec): 3 clusters
  Score: Raw -243913.253470 + Penalty 2551.283652 = -241361.969818
  nChanged 15
		SP:Iteration 15Q (43783.920000 sec): 3 clusters
  Score: Raw -243918.302015 + Penalty 2551.283652 = -241367.018363
  nChanged 13
		SP:Iteration 16Q (43784.140000 sec): 3 clusters
  Score: Raw -243922.898501 + Penalty 2551.283652 = -241371.614849
  nChanged 21
		SP:Iteration 17Q (43784.290000 sec): 3 clusters
  Score: Raw -243931.323467 + Penalty 2551.283652 = -241380.039815
  nChanged 21
		SP:Iteration 18Q (43784.430000 sec): 3 clusters
  Score: Raw -243938.661149 + Penalty 2551.283652 = -241387.377497
  nChanged 21
		SP:Iteration 19Q (43784.630000 sec): 3 clusters
  Score: Raw -243946.331123 + Penalty 2551.283652 = -241395.047471
  nChanged 20
		SP:Iteration 20F (43784.790000 sec): 3 clusters
  Score: Raw -243955.157576 + Penalty 2551.283652 = -241403.873924
  nChanged 28
		SP:Iteration 21Q (43785.000000 sec): 3 clusters
  Score: Raw -243966.304418 + Penalty 2551.283652 = -241415.020766
  nChanged 14
		SP:Iteration 22Q (43785.130000 sec): 3 clusters
  Score: Raw -243970.829353 + Penalty 2551.283652 = -241419.545701
  nChanged 13
		SP:Iteration 23Q (43785.360000 sec): 3 clusters
  Score: Raw -243975.833101 + Penalty 2551.283652 = -241424.549449
  nChanged 16
		SP:Iteration 24Q (43785.510000 sec): 3 clusters
  Score: Raw -243984.629332 + Penalty 2551.283652 = -241433.345680
  nChanged 14
		SP:Iteration 25Q (43785.650000 sec): 3 clusters
  Score: Raw -243991.548817 + Penalty 2551.283652 = -241440.265165
  nChanged 19
		SP:Iteration 26Q (43785.810000 sec): 3 clusters
  Score: Raw -244001.907307 + Penalty 2551.283652 = -241450.623655
  nChanged 22
		SP:Iteration 27Q (43785.950000 sec): 3 clusters
  Score: Raw -244013.056972 + Penalty 2551.283652 = -241461.773320
  nChanged 19
		SP:Iteration 28Q (43786.120000 sec): 3 clusters
  Score: Raw -244020.862012 + Penalty 2551.283652 = -241469.578360
  nChanged 22
		SP:Iteration 29Q (43786.280000 sec): 3 clusters
  Score: Raw -244033.228598 + Penalty 2551.283652 = -241481.944946
  nChanged 21
		SP:Iteration 30Q (43786.440000 sec): 3 clusters
  Score: Raw -244046.532559 + Penalty 2551.283652 = -241495.248907
  nChanged 24
		SP:Iteration 31Q (43786.620000 sec): 3 clusters
  Score: Raw -244056.760768 + Penalty 2551.283652 = -241505.477116
  nChanged 25
		SP:Iteration 32Q (43786.850000 sec): 3 clusters
  Score: Raw -244066.433384 + Penalty 2551.283652 = -241515.149732
  nChanged 24
		SP:Iteration 33Q (43787.040000 sec): 3 clusters
  Score: Raw -244075.090388 + Penalty 2551.283652 = -241523.806736
  nChanged 6
		SP:Iteration 34Q (43787.240000 sec): 3 clusters
  Score: Raw -244077.443319 + Penalty 2551.283652 = -241526.159667
  nChanged 8
		SP:Iteration 35Q (43787.370000 sec): 3 clusters
  Score: Raw -244080.859144 + Penalty 2551.283652 = -241529.575492
  nChanged 11
		SP:Iteration 36Q (43787.560000 sec): 3 clusters
  Score: Raw -244085.935454 + Penalty 2551.283652 = -241534.651802
  nChanged 12
		SP:Iteration 37Q (43787.730000 sec): 3 clusters
  Score: Raw -244091.011040 + Penalty 2551.283652 = -241539.727388
  nChanged 9
		SP:Iteration 38Q (43787.850000 sec): 3 clusters
  Score: Raw -244095.132960 + Penalty 2551.283652 = -241543.849308
  nChanged 9
		SP:Iteration 39Q (43788.020000 sec): 3 clusters
  Score: Raw -244098.187802 + Penalty 2551.283652 = -241546.904150
  nChanged 9
		SP:Iteration 40F (43788.160000 sec): 3 clusters
  Score: Raw -244101.411651 + Penalty 2551.283652 = -241550.127998
  nChanged 4
		SP:Iteration 41Q (43788.350000 sec): 3 clusters
  Score: Raw -244103.941648 + Penalty 2551.283652 = -241552.657996
  nChanged 3
		SP:Iteration 42Q (43788.550000 sec): 3 clusters
  Score: Raw -244104.798837 + Penalty 2551.283652 = -241553.515185
  nChanged 3
		SP:Iteration 43Q (43788.730000 sec): 3 clusters
  Score: Raw -244105.791995 + Penalty 2551.283652 = -241554.508343
  nChanged 2
		SP:Iteration 44Q (43788.900000 sec): 3 clusters
  Score: Raw -244106.295436 + Penalty 2551.283652 = -241555.011784
  nChanged 2
		SP:Iteration 45Q (43789.120000 sec): 3 clusters
  Score: Raw -244106.715102 + Penalty 2551.283652 = -241555.431450
  nChanged 2
		SP:Iteration 46Q (43789.280000 sec): 3 clusters
  Score: Raw -244107.386892 + Penalty 2551.283652 = -241556.103240
  nChanged 3
		SP:Iteration 47Q (43789.520000 sec): 3 clusters
  Score: Raw -244108.941830 + Penalty 2551.283652 = -241557.658178
  nChanged 3
		SP:Iteration 48Q (43789.700000 sec): 3 clusters
  Score: Raw -244109.533333 + Penalty 2551.283652 = -241558.249681
  nChanged 1
		SP:Iteration 49Q (43789.880000 sec): 3 clusters
  Score: Raw -244110.100635 + Penalty 2551.283652 = -241558.816983
  nChanged 0
		SP:Iteration 50F (43790.080000 sec): 3 clusters
  Score: Raw -244110.100635 + Penalty 2551.283652 = -241558.816983
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43790.210000 sec): 2 clusters
  Score: Raw -272172.727014 + Penalty 1279.026059 = -270893.700954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43790.410000 sec): 3 clusters
  Score: Raw -270978.796702 + Penalty 2558.052119 = -268420.744583
  nChanged 955
		SP:Iteration 1F (43790.600000 sec): 3 clusters
  Score: Raw -271558.631993 + Penalty 2558.052119 = -269000.579874
  nChanged 254
		SP:Iteration 2F (43790.850000 sec): 3 clusters
  Score: Raw -271824.759431 + Penalty 2558.052119 = -269266.707312
  nChanged 217
		SP:Iteration 3F (43791.010000 sec): 3 clusters
  Score: Raw -272042.152351 + Penalty 2558.052119 = -269484.100232
  nChanged 177
		SP:Iteration 4F (43791.190000 sec): 3 clusters
  Score: Raw -272206.657599 + Penalty 2558.052119 = -269648.605480
  nChanged 123
		SP:Iteration 5Q (43791.380000 sec): 3 clusters
  Score: Raw -272318.533532 + Penalty 2558.052119 = -269760.481413
  nChanged 93
		SP:Iteration 6Q (43791.580000 sec): 3 clusters
  Score: Raw -272407.234781 + Penalty 2558.052119 = -269849.182662
  nChanged 73
		SP:Iteration 7Q (43791.810000 sec): 3 clusters
  Score: Raw -272478.062596 + Penalty 2558.052119 = -269920.010477
  nChanged 71
		SP:Iteration 8Q (43791.990000 sec): 3 clusters
  Score: Raw -272539.453594 + Penalty 2558.052119 = -269981.401475
  nChanged 64
		SP:Iteration 9Q (43792.230000 sec): 3 clusters
  Score: Raw -272582.602410 + Penalty 2558.052119 = -270024.550291
  nChanged 39
		SP:Iteration 10Q (43792.410000 sec): 3 clusters
  Score: Raw -272602.004823 + Penalty 2558.052119 = -270043.952704
  nChanged 19
		SP:Iteration 11Q (43792.560000 sec): 3 clusters
  Score: Raw -272611.037105 + Penalty 2558.052119 = -270052.984986
  nChanged 14
		SP:Iteration 12Q (43792.720000 sec): 3 clusters
  Score: Raw -272616.725785 + Penalty 2558.052119 = -270058.673666
  nChanged 14
		SP:Iteration 13Q (43792.910000 sec): 3 clusters
  Score: Raw -272625.294098 + Penalty 2558.052119 = -270067.241979
  nChanged 12
		SP:Iteration 14Q (43793.080000 sec): 3 clusters
  Score: Raw -272631.277699 + Penalty 2558.052119 = -270073.225580
  nChanged 16
		SP:Iteration 15Q (43793.260000 sec): 3 clusters
  Score: Raw -272641.512925 + Penalty 2558.052119 = -270083.460806
  nChanged 15
		SP:Iteration 16Q (43793.470000 sec): 3 clusters
  Score: Raw -272648.016310 + Penalty 2558.052119 = -270089.964191
  nChanged 11
		SP:Iteration 17Q (43793.690000 sec): 3 clusters
  Score: Raw -272654.256015 + Penalty 2558.052119 = -270096.203896
  nChanged 11
		SP:Iteration 18Q (43793.830000 sec): 3 clusters
  Score: Raw -272658.890712 + Penalty 2558.052119 = -270100.838593
  nChanged 6
		SP:Iteration 19Q (43794.010000 sec): 3 clusters
  Score: Raw -272661.888291 + Penalty 2558.052119 = -270103.836172
  nChanged 4
		SP:Iteration 20F (43794.130000 sec): 3 clusters
  Score: Raw -272663.708993 + Penalty 2558.052119 = -270105.656874
  nChanged 3
		SP:Iteration 21Q (43794.370000 sec): 3 clusters
  Score: Raw -272665.346144 + Penalty 2558.052119 = -270107.294025
  nChanged 4
		SP:Iteration 22Q (43794.530000 sec): 3 clusters
  Score: Raw -272666.832306 + Penalty 2558.052119 = -270108.780187
  nChanged 2
		SP:Iteration 23Q (43794.770000 sec): 3 clusters
  Score: Raw -272667.304096 + Penalty 2558.052119 = -270109.251977
  nChanged 3
		SP:Iteration 24Q (43794.930000 sec): 3 clusters
  Score: Raw -272669.370311 + Penalty 2558.052119 = -270111.318192
  nChanged 2
		SP:Iteration 25Q (43795.120000 sec): 3 clusters
  Score: Raw -272670.027505 + Penalty 2558.052119 = -270111.975387
  nChanged 2
		SP:Iteration 26Q (43795.310000 sec): 3 clusters
  Score: Raw -272670.766689 + Penalty 2558.052119 = -270112.714570
  nChanged 1
		SP:Iteration 27Q (43795.480000 sec): 3 clusters
  Score: Raw -272670.972060 + Penalty 2558.052119 = -270112.919941
  nChanged 1
		SP:Iteration 28Q (43795.650000 sec): 3 clusters
  Score: Raw -272671.149925 + Penalty 2558.052119 = -270113.097806
  nChanged 0
		SP:Iteration 29F (43795.820000 sec): 3 clusters
  Score: Raw -272671.149925 + Penalty 2558.052119 = -270113.097806
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43795.900000 sec): 2 clusters
  Score: Raw -70822.814165 + Penalty 1081.299785 = -69741.514381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43796.070000 sec): 3 clusters
  Score: Raw -70715.770154 + Penalty 2162.599569 = -68553.170585
  nChanged 217
		SP:Iteration 1F (43796.230000 sec): 3 clusters
  Score: Raw -71135.873062 + Penalty 2162.599569 = -68973.273493
  nChanged 77
		SP:Iteration 2F (43796.400000 sec): 3 clusters
  Score: Raw -71318.799902 + Penalty 2162.599569 = -69156.200333
  nChanged 48
		SP:Iteration 3F (43796.560000 sec): 3 clusters
  Score: Raw -71404.832066 + Penalty 2162.599569 = -69242.232497
  nChanged 34
		SP:Iteration 4Q (43796.720000 sec): 3 clusters
  Score: Raw -71457.790488 + Penalty 2162.599569 = -69295.190919
  nChanged 18
		SP:Iteration 5Q (43796.880000 sec): 3 clusters
  Score: Raw -71491.781255 + Penalty 2162.599569 = -69329.181686
  nChanged 25
		SP:Iteration 6Q (43797.050000 sec): 3 clusters
  Score: Raw -71579.275899 + Penalty 2162.599569 = -69416.676330
  nChanged 19
		SP:Iteration 7Q (43797.210000 sec): 3 clusters
  Score: Raw -71619.237483 + Penalty 2162.599569 = -69456.637914
  nChanged 21
		SP:Iteration 8Q (43797.410000 sec): 3 clusters
  Score: Raw -71660.039434 + Penalty 2162.599569 = -69497.439865
  nChanged 12
		SP:Iteration 9Q (43797.650000 sec): 3 clusters
  Score: Raw -71679.756062 + Penalty 2162.599569 = -69517.156493
  nChanged 7
		SP:Iteration 10Q (43797.850000 sec): 3 clusters
  Score: Raw -71690.695819 + Penalty 2162.599569 = -69528.096250
  nChanged 8
		SP:Iteration 11Q (43798.000000 sec): 3 clusters
  Score: Raw -71712.697372 + Penalty 2162.599569 = -69550.097803
  nChanged 11
		SP:Iteration 12Q (43798.150000 sec): 3 clusters
  Score: Raw -71741.496380 + Penalty 2162.599569 = -69578.896811
  nChanged 5
		SP:Iteration 13Q (43798.340000 sec): 3 clusters
  Score: Raw -71757.261205 + Penalty 2162.599569 = -69594.661636
  nChanged 14
		SP:Iteration 14Q (43798.500000 sec): 3 clusters
  Score: Raw -71824.827216 + Penalty 2162.599569 = -69662.227647
  nChanged 13
		SP:Iteration 15Q (43798.700000 sec): 3 clusters
  Score: Raw -71870.125353 + Penalty 2162.599569 = -69707.525784
  nChanged 12
		SP:Iteration 16Q (43798.960000 sec): 3 clusters
  Score: Raw -71887.240049 + Penalty 2162.599569 = -69724.640480
  nChanged 9
		SP:Iteration 17Q (43799.160000 sec): 3 clusters
  Score: Raw -71902.983787 + Penalty 2162.599569 = -69740.384218
  nChanged 10
		SP:Iteration 18Q (43799.330000 sec): 3 clusters
  Score: Raw -71931.809090 + Penalty 2162.599569 = -69769.209521
  nChanged 9
		SP:Iteration 19Q (43799.540000 sec): 3 clusters
  Score: Raw -71956.269110 + Penalty 2162.599569 = -69793.669541
  nChanged 9
		SP:Iteration 20F (43799.650000 sec): 3 clusters
  Score: Raw -71977.228832 + Penalty 2162.599569 = -69814.629263
  nChanged 8
		SP:Iteration 21Q (43799.810000 sec): 3 clusters
  Score: Raw -71988.636241 + Penalty 2162.599569 = -69826.036672
  nChanged 5
		SP:Iteration 22Q (43799.970000 sec): 3 clusters
  Score: Raw -71996.341254 + Penalty 2162.599569 = -69833.741685
  nChanged 5
		SP:Iteration 23Q (43800.140000 sec): 3 clusters
  Score: Raw -72001.866469 + Penalty 2162.599569 = -69839.266900
  nChanged 3
		SP:Iteration 24Q (43800.360000 sec): 3 clusters
  Score: Raw -72006.070686 + Penalty 2162.599569 = -69843.471117
  nChanged 3
		SP:Iteration 25Q (43800.520000 sec): 3 clusters
  Score: Raw -72008.937490 + Penalty 2162.599569 = -69846.337921
  nChanged 5
		SP:Iteration 26Q (43800.680000 sec): 3 clusters
  Score: Raw -72017.952529 + Penalty 2162.599569 = -69855.352960
  nChanged 4
		SP:Iteration 27Q (43800.860000 sec): 3 clusters
  Score: Raw -72022.413212 + Penalty 2162.599569 = -69859.813643
  nChanged 2
		SP:Iteration 28Q (43800.990000 sec): 3 clusters
  Score: Raw -72026.307748 + Penalty 2162.599569 = -69863.708179
  nChanged 3
		SP:Iteration 29Q (43801.150000 sec): 3 clusters
  Score: Raw -72031.318486 + Penalty 2162.599569 = -69868.718917
  nChanged 3
		SP:Iteration 30Q (43801.350000 sec): 3 clusters
  Score: Raw -72038.450790 + Penalty 2162.599569 = -69875.851220
  nChanged 1
		SP:Iteration 31Q (43801.550000 sec): 3 clusters
  Score: Raw -72038.927278 + Penalty 2162.599569 = -69876.327709
  nChanged 0
		SP:Iteration 32F (43801.780000 sec): 3 clusters
  Score: Raw -72038.927278 + Penalty 2162.599569 = -69876.327709
  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 7.98 GB.

 Trying to split cluster 18 (13594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43801.920000 sec): 2 clusters
  Score: Raw -1356211.063936 + Penalty 1546.574867 = -1354664.489069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43802.180000 sec): 3 clusters
  Score: Raw -1348284.511646 + Penalty 3093.149734 = -1345191.361912
  nChanged 6019
		SP:Iteration 1F (43802.430000 sec): 3 clusters
  Score: Raw -1351529.672227 + Penalty 3093.149734 = -1348436.522492
  nChanged 767
		SP:Iteration 2F (43802.720000 sec): 3 clusters
  Score: Raw -1351814.868016 + Penalty 3093.149734 = -1348721.718282
  nChanged 647
		SP:Iteration 3Q (43802.950000 sec): 3 clusters
  Score: Raw -1352062.640908 + Penalty 3093.149734 = -1348969.491174
  nChanged 587
		SP:Iteration 4Q (43803.220000 sec): 3 clusters
  Score: Raw -1352272.727478 + Penalty 3093.149734 = -1349179.577743
  nChanged 551
		SP:Iteration 5Q (43803.520000 sec): 3 clusters
  Score: Raw -1352462.362138 + Penalty 3093.149734 = -1349369.212404
  nChanged 464
		SP:Iteration 6Q (43803.820000 sec): 3 clusters
  Score: Raw -1352627.473104 + Penalty 3093.149734 = -1349534.323370
  nChanged 457
		SP:Iteration 7Q (43804.120000 sec): 3 clusters
  Score: Raw -1352796.154245 + Penalty 3093.149734 = -1349703.004510
  nChanged 475
		SP:Iteration 8Q (43804.410000 sec): 3 clusters
  Score: Raw -1352996.973654 + Penalty 3093.149734 = -1349903.823920
  nChanged 500
		SP:Iteration 9Q (43804.680000 sec): 3 clusters
  Score: Raw -1353226.318789 + Penalty 3093.149734 = -1350133.169055
  nChanged 522
		SP:Iteration 10Q (43804.950000 sec): 3 clusters
  Score: Raw -1353515.350588 + Penalty 3093.149734 = -1350422.200854
  nChanged 602
		SP:Iteration 11Q (43805.180000 sec): 3 clusters
  Score: Raw -1353864.241617 + Penalty 3093.149734 = -1350771.091882
  nChanged 621
		SP:Iteration 12Q (43805.460000 sec): 3 clusters
  Score: Raw -1354210.252918 + Penalty 3093.149734 = -1351117.103183
  nChanged 530
		SP:Iteration 13Q (43805.670000 sec): 3 clusters
  Score: Raw -1354472.627155 + Penalty 3093.149734 = -1351379.477420
  nChanged 439
		SP:Iteration 14Q (43805.960000 sec): 3 clusters
  Score: Raw -1354653.806995 + Penalty 3093.149734 = -1351560.657261
  nChanged 334
		SP:Iteration 15Q (43806.200000 sec): 3 clusters
  Score: Raw -1354777.371579 + Penalty 3093.149734 = -1351684.221845
  nChanged 278
		SP:Iteration 16Q (43806.470000 sec): 3 clusters
  Score: Raw -1354883.084423 + Penalty 3093.149734 = -1351789.934689
  nChanged 244
		SP:Iteration 17Q (43806.770000 sec): 3 clusters
  Score: Raw -1354965.844554 + Penalty 3093.149734 = -1351872.694820
  nChanged 215
		SP:Iteration 18Q (43806.990000 sec): 3 clusters
  Score: Raw -1355037.730634 + Penalty 3093.149734 = -1351944.580900
  nChanged 209
		SP:Iteration 19Q (43807.250000 sec): 3 clusters
  Score: Raw -1355104.573707 + Penalty 3093.149734 = -1352011.423973
  nChanged 188
		SP:Iteration 20F (43807.500000 sec): 3 clusters
  Score: Raw -1355162.123707 + Penalty 3093.149734 = -1352068.973973
  nChanged 162
		SP:Iteration 21Q (43807.800000 sec): 3 clusters
  Score: Raw -1355214.082047 + Penalty 3093.149734 = -1352120.932313
  nChanged 156
		SP:Iteration 22Q (43808.030000 sec): 3 clusters
  Score: Raw -1355254.510629 + Penalty 3093.149734 = -1352161.360894
  nChanged 144
		SP:Iteration 23Q (43808.300000 sec): 3 clusters
  Score: Raw -1355290.480712 + Penalty 3093.149734 = -1352197.330978
  nChanged 145
		SP:Iteration 24Q (43808.570000 sec): 3 clusters
  Score: Raw -1355330.661329 + Penalty 3093.149734 = -1352237.511595
  nChanged 144
		SP:Iteration 25Q (43808.760000 sec): 3 clusters
  Score: Raw -1355372.380018 + Penalty 3093.149734 = -1352279.230284
  nChanged 152
		SP:Iteration 26Q (43809.030000 sec): 3 clusters
  Score: Raw -1355417.538710 + Penalty 3093.149734 = -1352324.388976
  nChanged 142
		SP:Iteration 27Q (43809.240000 sec): 3 clusters
  Score: Raw -1355456.953486 + Penalty 3093.149734 = -1352363.803751
  nChanged 133
		SP:Iteration 28Q (43809.490000 sec): 3 clusters
  Score: Raw -1355496.794781 + Penalty 3093.149734 = -1352403.645047
  nChanged 113
		SP:Iteration 29Q (43809.720000 sec): 3 clusters
  Score: Raw -1355526.092679 + Penalty 3093.149734 = -1352432.942945
  nChanged 96
		SP:Iteration 30Q (43810.010000 sec): 3 clusters
  Score: Raw -1355553.974283 + Penalty 3093.149734 = -1352460.824548
  nChanged 106
		SP:Iteration 31Q (43810.270000 sec): 3 clusters
  Score: Raw -1355586.905756 + Penalty 3093.149734 = -1352493.756021
  nChanged 115
		SP:Iteration 32Q (43810.500000 sec): 3 clusters
  Score: Raw -1355621.055230 + Penalty 3093.149734 = -1352527.905496
  nChanged 123
		SP:Iteration 33Q (43810.810000 sec): 3 clusters
  Score: Raw -1355659.527239 + Penalty 3093.149734 = -1352566.377505
  nChanged 116
		SP:Iteration 34Q (43811.100000 sec): 3 clusters
  Score: Raw -1355697.740587 + Penalty 3093.149734 = -1352604.590852
  nChanged 117
		SP:Iteration 35Q (43811.390000 sec): 3 clusters
  Score: Raw -1355735.921422 + Penalty 3093.149734 = -1352642.771688
  nChanged 115
		SP:Iteration 36Q (43811.650000 sec): 3 clusters
  Score: Raw -1355770.640697 + Penalty 3093.149734 = -1352677.490963
  nChanged 116
		SP:Iteration 37Q (43811.860000 sec): 3 clusters
  Score: Raw -1355809.436472 + Penalty 3093.149734 = -1352716.286738
  nChanged 102
		SP:Iteration 38Q (43812.110000 sec): 3 clusters
  Score: Raw -1355845.469285 + Penalty 3093.149734 = -1352752.319551
  nChanged 109
		SP:Iteration 39Q (43812.370000 sec): 3 clusters
  Score: Raw -1355883.314855 + Penalty 3093.149734 = -1352790.165121
  nChanged 96
		SP:Iteration 40F (43812.640000 sec): 3 clusters
  Score: Raw -1355917.965215 + Penalty 3093.149734 = -1352824.815481
  nChanged 86
		SP:Iteration 41Q (43812.870000 sec): 3 clusters
  Score: Raw -1355950.460677 + Penalty 3093.149734 = -1352857.310943
  nChanged 78
		SP:Iteration 42Q (43813.140000 sec): 3 clusters
  Score: Raw -1355974.440925 + Penalty 3093.149734 = -1352881.291191
  nChanged 75
		SP:Iteration 43Q (43813.340000 sec): 3 clusters
  Score: Raw -1355992.184644 + Penalty 3093.149734 = -1352899.034910
  nChanged 66
		SP:Iteration 44Q (43813.580000 sec): 3 clusters
  Score: Raw -1356006.131575 + Penalty 3093.149734 = -1352912.981841
  nChanged 54
		SP:Iteration 45Q (43813.820000 sec): 3 clusters
  Score: Raw -1356020.213235 + Penalty 3093.149734 = -1352927.063501
  nChanged 63
		SP:Iteration 46Q (43814.050000 sec): 3 clusters
  Score: Raw -1356035.019570 + Penalty 3093.149734 = -1352941.869836
  nChanged 52
		SP:Iteration 47Q (43814.290000 sec): 3 clusters
  Score: Raw -1356049.306641 + Penalty 3093.149734 = -1352956.156907
  nChanged 52
		SP:Iteration 48Q (43814.540000 sec): 3 clusters
  Score: Raw -1356061.250645 + Penalty 3093.149734 = -1352968.100911
  nChanged 49
		SP:Iteration 49Q (43814.760000 sec): 3 clusters
  Score: Raw -1356072.561173 + Penalty 3093.149734 = -1352979.411438
  nChanged 41
		SP:Iteration 50Q (43814.970000 sec): 3 clusters
  Score: Raw -1356082.891171 + Penalty 3093.149734 = -1352989.741437
  nChanged 34
		SP:Iteration 51Q (43815.250000 sec): 3 clusters
  Score: Raw -1356089.517889 + Penalty 3093.149734 = -1352996.368155
  nChanged 34
		SP:Iteration 52Q (43815.470000 sec): 3 clusters
  Score: Raw -1356095.397727 + Penalty 3093.149734 = -1353002.247993
  nChanged 25
		SP:Iteration 53Q (43815.700000 sec): 3 clusters
  Score: Raw -1356098.861191 + Penalty 3093.149734 = -1353005.711457
  nChanged 22
		SP:Iteration 54Q (43815.950000 sec): 3 clusters
  Score: Raw -1356102.413787 + Penalty 3093.149734 = -1353009.264053
  nChanged 23
		SP:Iteration 55Q (43816.220000 sec): 3 clusters
  Score: Raw -1356105.491492 + Penalty 3093.149734 = -1353012.341758
  nChanged 25
		SP:Iteration 56Q (43816.480000 sec): 3 clusters
  Score: Raw -1356109.612786 + Penalty 3093.149734 = -1353016.463052
  nChanged 24
		SP:Iteration 57Q (43816.760000 sec): 3 clusters
  Score: Raw -1356113.614157 + Penalty 3093.149734 = -1353020.464423
  nChanged 21
		SP:Iteration 58Q (43816.980000 sec): 3 clusters
  Score: Raw -1356118.008277 + Penalty 3093.149734 = -1353024.858543
  nChanged 28
		SP:Iteration 59Q (43817.260000 sec): 3 clusters
  Score: Raw -1356125.500051 + Penalty 3093.149734 = -1353032.350316
  nChanged 25
		SP:Iteration 60F (43817.480000 sec): 3 clusters
  Score: Raw -1356131.522300 + Penalty 3093.149734 = -1353038.372565
  nChanged 28
		SP:Iteration 61Q (43817.730000 sec): 3 clusters
  Score: Raw -1356140.307477 + Penalty 3093.149734 = -1353047.157742
  nChanged 35
		SP:Iteration 62Q (43818.010000 sec): 3 clusters
  Score: Raw -1356147.890600 + Penalty 3093.149734 = -1353054.740865
  nChanged 29
		SP:Iteration 63Q (43818.240000 sec): 3 clusters
  Score: Raw -1356154.255287 + Penalty 3093.149734 = -1353061.105553
  nChanged 27
		SP:Iteration 64Q (43818.490000 sec): 3 clusters
  Score: Raw -1356161.169004 + Penalty 3093.149734 = -1353068.019270
  nChanged 21
		SP:Iteration 65Q (43818.750000 sec): 3 clusters
  Score: Raw -1356167.448410 + Penalty 3093.149734 = -1353074.298676
  nChanged 26
		SP:Iteration 66Q (43818.970000 sec): 3 clusters
  Score: Raw -1356174.030411 + Penalty 3093.149734 = -1353080.880676
  nChanged 24
		SP:Iteration 67Q (43819.210000 sec): 3 clusters
  Score: Raw -1356178.644469 + Penalty 3093.149734 = -1353085.494735
  nChanged 15
		SP:Iteration 68Q (43819.490000 sec): 3 clusters
  Score: Raw -1356180.820127 + Penalty 3093.149734 = -1353087.670392
  nChanged 14
		SP:Iteration 69Q (43819.740000 sec): 3 clusters
  Score: Raw -1356183.310756 + Penalty 3093.149734 = -1353090.161022
  nChanged 17
		SP:Iteration 70Q (43819.950000 sec): 3 clusters
  Score: Raw -1356186.136645 + Penalty 3093.149734 = -1353092.986911
  nChanged 17
		SP:Iteration 71Q (43820.210000 sec): 3 clusters
  Score: Raw -1356189.203280 + Penalty 3093.149734 = -1353096.053546
  nChanged 16
		SP:Iteration 72Q (43820.460000 sec): 3 clusters
  Score: Raw -1356192.309262 + Penalty 3093.149734 = -1353099.159528
  nChanged 12
		SP:Iteration 73Q (43820.670000 sec): 3 clusters
  Score: Raw -1356194.230829 + Penalty 3093.149734 = -1353101.081094
  nChanged 15
		SP:Iteration 74Q (43821.040000 sec): 3 clusters
  Score: Raw -1356196.393311 + Penalty 3093.149734 = -1353103.243577
  nChanged 7
		SP:Iteration 75Q (43821.280000 sec): 3 clusters
  Score: Raw -1356197.736082 + Penalty 3093.149734 = -1353104.586348
  nChanged 10
		SP:Iteration 76Q (43821.510000 sec): 3 clusters
  Score: Raw -1356199.652132 + Penalty 3093.149734 = -1353106.502398
  nChanged 13
		SP:Iteration 77Q (43821.740000 sec): 3 clusters
  Score: Raw -1356202.368376 + Penalty 3093.149734 = -1353109.218641
  nChanged 17
		SP:Iteration 78Q (43822.000000 sec): 3 clusters
  Score: Raw -1356207.966376 + Penalty 3093.149734 = -1353114.816641
  nChanged 34
		SP:Iteration 79Q (43822.250000 sec): 3 clusters
  Score: Raw -1356216.415776 + Penalty 3093.149734 = -1353123.266042
  nChanged 30
		SP:Iteration 80F (43822.510000 sec): 3 clusters
  Score: Raw -1356225.360270 + Penalty 3093.149734 = -1353132.210536
  nChanged 26
		SP:Iteration 81Q (43822.750000 sec): 3 clusters
  Score: Raw -1356232.048294 + Penalty 3093.149734 = -1353138.898560
  nChanged 26
		SP:Iteration 82Q (43822.940000 sec): 3 clusters
  Score: Raw -1356237.541960 + Penalty 3093.149734 = -1353144.392226
  nChanged 27
		SP:Iteration 83Q (43823.160000 sec): 3 clusters
  Score: Raw -1356242.089080 + Penalty 3093.149734 = -1353148.939346
  nChanged 24
		SP:Iteration 84Q (43823.420000 sec): 3 clusters
  Score: Raw -1356247.229616 + Penalty 3093.149734 = -1353154.079882
  nChanged 27
		SP:Iteration 85Q (43823.660000 sec): 3 clusters
  Score: Raw -1356252.521154 + Penalty 3093.149734 = -1353159.371420
  nChanged 20
		SP:Iteration 86Q (43823.900000 sec): 3 clusters
  Score: Raw -1356256.126224 + Penalty 3093.149734 = -1353162.976490
  nChanged 14
		SP:Iteration 87Q (43824.130000 sec): 3 clusters
  Score: Raw -1356258.384198 + Penalty 3093.149734 = -1353165.234464
  nChanged 12
		SP:Iteration 88Q (43824.420000 sec): 3 clusters
  Score: Raw -1356260.752487 + Penalty 3093.149734 = -1353167.602753
  nChanged 8
		SP:Iteration 89Q (43824.680000 sec): 3 clusters
  Score: Raw -1356262.031671 + Penalty 3093.149734 = -1353168.881937
  nChanged 5
		SP:Iteration 90Q (43824.930000 sec): 3 clusters
  Score: Raw -1356262.957761 + Penalty 3093.149734 = -1353169.808026
  nChanged 8
		SP:Iteration 91Q (43825.240000 sec): 3 clusters
  Score: Raw -1356264.160974 + Penalty 3093.149734 = -1353171.011240
  nChanged 5
		SP:Iteration 92Q (43825.550000 sec): 3 clusters
  Score: Raw -1356265.008655 + Penalty 3093.149734 = -1353171.858920
  nChanged 6
		SP:Iteration 93Q (43825.750000 sec): 3 clusters
  Score: Raw -1356266.095798 + Penalty 3093.149734 = -1353172.946063
  nChanged 10
		SP:Iteration 94Q (43825.980000 sec): 3 clusters
  Score: Raw -1356269.274825 + Penalty 3093.149734 = -1353176.125091
  nChanged 14
		SP:Iteration 95Q (43826.200000 sec): 3 clusters
  Score: Raw -1356272.246022 + Penalty 3093.149734 = -1353179.096288
  nChanged 12
		SP:Iteration 96Q (43826.470000 sec): 3 clusters
  Score: Raw -1356274.452023 + Penalty 3093.149734 = -1353181.302289
  nChanged 12
		SP:Iteration 97Q (43826.750000 sec): 3 clusters
  Score: Raw -1356276.702673 + Penalty 3093.149734 = -1353183.552938
  nChanged 12
		SP:Iteration 98Q (43826.980000 sec): 3 clusters
  Score: Raw -1356278.997141 + Penalty 3093.149734 = -1353185.847407
  nChanged 15
		SP:Iteration 99Q (43827.220000 sec): 3 clusters
  Score: Raw -1356281.293709 + Penalty 3093.149734 = -1353188.143974
  nChanged 20
		SP:Iteration 100F (43827.530000 sec): 3 clusters
  Score: Raw -1356284.335825 + Penalty 3093.149734 = -1353191.186090
  nChanged 21
		SP:Iteration 101Q (43827.760000 sec): 3 clusters
  Score: Raw -1356288.966680 + Penalty 3093.149734 = -1353195.816946
  nChanged 28
		SP:Iteration 102Q (43828.010000 sec): 3 clusters
  Score: Raw -1356297.553052 + Penalty 3093.149734 = -1353204.403317
  nChanged 25
		SP:Iteration 103Q (43828.210000 sec): 3 clusters
  Score: Raw -1356302.404511 + Penalty 3093.149734 = -1353209.254776
  nChanged 17
		SP:Iteration 104Q (43828.520000 sec): 3 clusters
  Score: Raw -1356306.266248 + Penalty 3093.149734 = -1353213.116514
  nChanged 16
		SP:Iteration 105Q (43828.820000 sec): 3 clusters
  Score: Raw -1356311.625322 + Penalty 3093.149734 = -1353218.475587
  nChanged 17
		SP:Iteration 106Q (43829.160000 sec): 3 clusters
  Score: Raw -1356317.320760 + Penalty 3093.149734 = -1353224.171026
  nChanged 13
		SP:Iteration 107Q (43829.410000 sec): 3 clusters
  Score: Raw -1356319.896207 + Penalty 3093.149734 = -1353226.746473
  nChanged 17
		SP:Iteration 108Q (43829.660000 sec): 3 clusters
  Score: Raw -1356323.505011 + Penalty 3093.149734 = -1353230.355276
  nChanged 9
		SP:Iteration 109Q (43829.920000 sec): 3 clusters
  Score: Raw -1356325.062122 + Penalty 3093.149734 = -1353231.912387
  nChanged 10
		SP:Iteration 110Q (43830.160000 sec): 3 clusters
  Score: Raw -1356327.124290 + Penalty 3093.149734 = -1353233.974556
  nChanged 8
		SP:Iteration 111Q (43830.380000 sec): 3 clusters
  Score: Raw -1356328.394863 + Penalty 3093.149734 = -1353235.245129
  nChanged 10
		SP:Iteration 112Q (43830.600000 sec): 3 clusters
  Score: Raw -1356330.363577 + Penalty 3093.149734 = -1353237.213842
  nChanged 8
		SP:Iteration 113Q (43830.840000 sec): 3 clusters
  Score: Raw -1356332.307463 + Penalty 3093.149734 = -1353239.157728
  nChanged 15
		SP:Iteration 114Q (43831.030000 sec): 3 clusters
  Score: Raw -1356337.152852 + Penalty 3093.149734 = -1353244.003118
  nChanged 16
		SP:Iteration 115Q (43831.250000 sec): 3 clusters
  Score: Raw -1356341.885682 + Penalty 3093.149734 = -1353248.735948
  nChanged 18
		SP:Iteration 116Q (43831.520000 sec): 3 clusters
  Score: Raw -1356345.665129 + Penalty 3093.149734 = -1353252.515395
  nChanged 17
		SP:Iteration 117Q (43831.770000 sec): 3 clusters
  Score: Raw -1356349.635675 + Penalty 3093.149734 = -1353256.485940
  nChanged 12
		SP:Iteration 118Q (43832.010000 sec): 3 clusters
  Score: Raw -1356351.714874 + Penalty 3093.149734 = -1353258.565140
  nChanged 5
		SP:Iteration 119Q (43832.230000 sec): 3 clusters
  Score: Raw -1356352.755851 + Penalty 3093.149734 = -1353259.606116
  nChanged 4
		SP:Iteration 120F (43832.490000 sec): 3 clusters
  Score: Raw -1356353.591556 + Penalty 3093.149734 = -1353260.441821
  nChanged 4
		SP:Iteration 121Q (43832.730000 sec): 3 clusters
  Score: Raw -1356354.031211 + Penalty 3093.149734 = -1353260.881477
  nChanged 4
		SP:Iteration 122Q (43833.020000 sec): 3 clusters
  Score: Raw -1356355.136581 + Penalty 3093.149734 = -1353261.986846
  nChanged 3
		SP:Iteration 123Q (43833.310000 sec): 3 clusters
  Score: Raw -1356355.778968 + Penalty 3093.149734 = -1353262.629234
  nChanged 3
		SP:Iteration 124Q (43833.530000 sec): 3 clusters
  Score: Raw -1356356.261107 + Penalty 3093.149734 = -1353263.111372
  nChanged 2
		SP:Iteration 125Q (43833.810000 sec): 3 clusters
  Score: Raw -1356356.378849 + Penalty 3093.149734 = -1353263.229115
  nChanged 2
		SP:Iteration 126Q (43834.070000 sec): 3 clusters
  Score: Raw -1356356.586515 + Penalty 3093.149734 = -1353263.436781
  nChanged 0
		SP:Iteration 127F (43834.300000 sec): 3 clusters
  Score: Raw -1356356.586515 + Penalty 3093.149734 = -1353263.436781
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (5020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43834.430000 sec): 2 clusters
  Score: Raw -536958.321368 + Penalty 1384.692597 = -535573.628771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43834.670000 sec): 3 clusters
  Score: Raw -534323.932080 + Penalty 2769.385194 = -531554.546886
  nChanged 2035
		SP:Iteration 1F (43834.870000 sec): 3 clusters
  Score: Raw -535508.057763 + Penalty 2769.385194 = -532738.672568
  nChanged 428
		SP:Iteration 2F (43835.080000 sec): 3 clusters
  Score: Raw -535798.826641 + Penalty 2769.385194 = -533029.441447
  nChanged 342
		SP:Iteration 3F (43835.330000 sec): 3 clusters
  Score: Raw -536012.486838 + Penalty 2769.385194 = -533243.101644
  nChanged 275
		SP:Iteration 4F (43835.550000 sec): 3 clusters
  Score: Raw -536176.974631 + Penalty 2769.385194 = -533407.589436
  nChanged 227
		SP:Iteration 5Q (43835.770000 sec): 3 clusters
  Score: Raw -536318.794699 + Penalty 2769.385194 = -533549.409505
  nChanged 207
		SP:Iteration 6Q (43836.000000 sec): 3 clusters
  Score: Raw -536448.795541 + Penalty 2769.385194 = -533679.410347
  nChanged 195
		SP:Iteration 7Q (43836.230000 sec): 3 clusters
  Score: Raw -536572.629727 + Penalty 2769.385194 = -533803.244533
  nChanged 146
		SP:Iteration 8Q (43836.440000 sec): 3 clusters
  Score: Raw -536659.151446 + Penalty 2769.385194 = -533889.766252
  nChanged 136
		SP:Iteration 9Q (43836.660000 sec): 3 clusters
  Score: Raw -536729.751273 + Penalty 2769.385194 = -533960.366079
  nChanged 124
		SP:Iteration 10Q (43836.850000 sec): 3 clusters
  Score: Raw -536801.313585 + Penalty 2769.385194 = -534031.928391
  nChanged 121
		SP:Iteration 11Q (43837.040000 sec): 3 clusters
  Score: Raw -536856.925695 + Penalty 2769.385194 = -534087.540501
  nChanged 91
		SP:Iteration 12Q (43837.280000 sec): 3 clusters
  Score: Raw -536898.944635 + Penalty 2769.385194 = -534129.559441
  nChanged 73
		SP:Iteration 13Q (43837.510000 sec): 3 clusters
  Score: Raw -536935.010760 + Penalty 2769.385194 = -534165.625566
  nChanged 60
		SP:Iteration 14Q (43837.720000 sec): 3 clusters
  Score: Raw -536960.696186 + Penalty 2769.385194 = -534191.310992
  nChanged 48
		SP:Iteration 15Q (43837.950000 sec): 3 clusters
  Score: Raw -536977.937765 + Penalty 2769.385194 = -534208.552571
  nChanged 40
		SP:Iteration 16Q (43838.180000 sec): 3 clusters
  Score: Raw -536993.014716 + Penalty 2769.385194 = -534223.629522
  nChanged 39
		SP:Iteration 17Q (43838.400000 sec): 3 clusters
  Score: Raw -537006.811129 + Penalty 2769.385194 = -534237.425934
  nChanged 44
		SP:Iteration 18Q (43838.580000 sec): 3 clusters
  Score: Raw -537024.489928 + Penalty 2769.385194 = -534255.104734
  nChanged 28
		SP:Iteration 19Q (43838.750000 sec): 3 clusters
  Score: Raw -537034.343690 + Penalty 2769.385194 = -534264.958496
  nChanged 29
		SP:Iteration 20F (43838.990000 sec): 3 clusters
  Score: Raw -537046.548499 + Penalty 2769.385194 = -534277.163305
  nChanged 35
		SP:Iteration 21Q (43839.190000 sec): 3 clusters
  Score: Raw -537060.565264 + Penalty 2769.385194 = -534291.180070
  nChanged 31
		SP:Iteration 22Q (43839.380000 sec): 3 clusters
  Score: Raw -537073.957107 + Penalty 2769.385194 = -534304.571913
  nChanged 25
		SP:Iteration 23Q (43839.560000 sec): 3 clusters
  Score: Raw -537080.567637 + Penalty 2769.385194 = -534311.182443
  nChanged 18
		SP:Iteration 24Q (43839.710000 sec): 3 clusters
  Score: Raw -537085.451368 + Penalty 2769.385194 = -534316.066174
  nChanged 14
		SP:Iteration 25Q (43839.910000 sec): 3 clusters
  Score: Raw -537089.506123 + Penalty 2769.385194 = -534320.120929
  nChanged 17
		SP:Iteration 26Q (43840.100000 sec): 3 clusters
  Score: Raw -537094.821056 + Penalty 2769.385194 = -534325.435862
  nChanged 13
		SP:Iteration 27Q (43840.350000 sec): 3 clusters
  Score: Raw -537098.654792 + Penalty 2769.385194 = -534329.269598
  nChanged 12
		SP:Iteration 28Q (43840.540000 sec): 3 clusters
  Score: Raw -537101.655331 + Penalty 2769.385194 = -534332.270137
  nChanged 15
		SP:Iteration 29Q (43840.790000 sec): 3 clusters
  Score: Raw -537105.452451 + Penalty 2769.385194 = -534336.067257
  nChanged 10
		SP:Iteration 30Q (43840.980000 sec): 3 clusters
  Score: Raw -537108.354717 + Penalty 2769.385194 = -534338.969522
  nChanged 9
		SP:Iteration 31Q (43841.150000 sec): 3 clusters
  Score: Raw -537110.987224 + Penalty 2769.385194 = -534341.602030
  nChanged 9
		SP:Iteration 32Q (43841.310000 sec): 3 clusters
  Score: Raw -537113.287607 + Penalty 2769.385194 = -534343.902413
  nChanged 6
		SP:Iteration 33Q (43841.490000 sec): 3 clusters
  Score: Raw -537114.620978 + Penalty 2769.385194 = -534345.235784
  nChanged 5
		SP:Iteration 34Q (43841.720000 sec): 3 clusters
  Score: Raw -537116.000834 + Penalty 2769.385194 = -534346.615640
  nChanged 4
		SP:Iteration 35Q (43841.880000 sec): 3 clusters
  Score: Raw -537116.859695 + Penalty 2769.385194 = -534347.474501
  nChanged 4
		SP:Iteration 36Q (43842.120000 sec): 3 clusters
  Score: Raw -537117.841727 + Penalty 2769.385194 = -534348.456533
  nChanged 2
		SP:Iteration 37Q (43842.290000 sec): 3 clusters
  Score: Raw -537118.258084 + Penalty 2769.385194 = -534348.872890
  nChanged 2
		SP:Iteration 38Q (43842.490000 sec): 3 clusters
  Score: Raw -537118.752795 + Penalty 2769.385194 = -534349.367601
  nChanged 3
		SP:Iteration 39Q (43842.740000 sec): 3 clusters
  Score: Raw -537119.413722 + Penalty 2769.385194 = -534350.028528
  nChanged 4
		SP:Iteration 40F (43842.930000 sec): 3 clusters
  Score: Raw -537120.530849 + Penalty 2769.385194 = -534351.145654
  nChanged 7
		SP:Iteration 41Q (43843.150000 sec): 3 clusters
  Score: Raw -537122.961657 + Penalty 2769.385194 = -534353.576463
  nChanged 9
		SP:Iteration 42Q (43843.310000 sec): 3 clusters
  Score: Raw -537126.423542 + Penalty 2769.385194 = -534357.038348
  nChanged 8
		SP:Iteration 43Q (43843.490000 sec): 3 clusters
  Score: Raw -537128.923787 + Penalty 2769.385194 = -534359.538593
  nChanged 10
		SP:Iteration 44Q (43843.690000 sec): 3 clusters
  Score: Raw -537131.183315 + Penalty 2769.385194 = -534361.798121
  nChanged 9
		SP:Iteration 45Q (43843.860000 sec): 3 clusters
  Score: Raw -537133.175205 + Penalty 2769.385194 = -534363.790011
  nChanged 8
		SP:Iteration 46Q (43844.040000 sec): 3 clusters
  Score: Raw -537135.990615 + Penalty 2769.385194 = -534366.605420
  nChanged 7
		SP:Iteration 47Q (43844.230000 sec): 3 clusters
  Score: Raw -537137.400562 + Penalty 2769.385194 = -534368.015368
  nChanged 3
		SP:Iteration 48Q (43844.430000 sec): 3 clusters
  Score: Raw -537137.930325 + Penalty 2769.385194 = -534368.545131
  nChanged 4
		SP:Iteration 49Q (43844.610000 sec): 3 clusters
  Score: Raw -537139.064527 + Penalty 2769.385194 = -534369.679333
  nChanged 5
		SP:Iteration 50Q (43844.800000 sec): 3 clusters
  Score: Raw -537140.427751 + Penalty 2769.385194 = -534371.042556
  nChanged 5
		SP:Iteration 51Q (43845.030000 sec): 3 clusters
  Score: Raw -537141.688886 + Penalty 2769.385194 = -534372.303692
  nChanged 2
		SP:Iteration 52Q (43845.190000 sec): 3 clusters
  Score: Raw -537142.252530 + Penalty 2769.385194 = -534372.867336
  nChanged 1
		SP:Iteration 53Q (43845.360000 sec): 3 clusters
  Score: Raw -537142.383347 + Penalty 2769.385194 = -534372.998152
  nChanged 0
		SP:Iteration 54F (43845.540000 sec): 3 clusters
  Score: Raw -537142.383347 + Penalty 2769.385194 = -534372.998152
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (5262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43845.710000 sec): 2 clusters
  Score: Raw -493247.462683 + Penalty 1392.343300 = -491855.119383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43845.900000 sec): 3 clusters
  Score: Raw -490528.917892 + Penalty 2784.686600 = -487744.231292
  nChanged 2119
		SP:Iteration 1F (43846.100000 sec): 3 clusters
  Score: Raw -491700.811397 + Penalty 2784.686600 = -488916.124797
  nChanged 390
		SP:Iteration 2F (43846.290000 sec): 3 clusters
  Score: Raw -491936.907419 + Penalty 2784.686600 = -489152.220819
  nChanged 278
		SP:Iteration 3F (43846.460000 sec): 3 clusters
  Score: Raw -492089.467849 + Penalty 2784.686600 = -489304.781249
  nChanged 244
		SP:Iteration 4Q (43846.650000 sec): 3 clusters
  Score: Raw -492204.863346 + Penalty 2784.686600 = -489420.176746
  nChanged 183
		SP:Iteration 5Q (43846.890000 sec): 3 clusters
  Score: Raw -492275.942659 + Penalty 2784.686600 = -489491.256059
  nChanged 158
		SP:Iteration 6Q (43847.080000 sec): 3 clusters
  Score: Raw -492343.145781 + Penalty 2784.686600 = -489558.459181
  nChanged 143
		SP:Iteration 7Q (43847.290000 sec): 3 clusters
  Score: Raw -492409.067298 + Penalty 2784.686600 = -489624.380698
  nChanged 136
		SP:Iteration 8Q (43847.520000 sec): 3 clusters
  Score: Raw -492467.473327 + Penalty 2784.686600 = -489682.786727
  nChanged 128
		SP:Iteration 9Q (43847.760000 sec): 3 clusters
  Score: Raw -492527.394059 + Penalty 2784.686600 = -489742.707459
  nChanged 130
		SP:Iteration 10Q (43847.950000 sec): 3 clusters
  Score: Raw -492590.228515 + Penalty 2784.686600 = -489805.541915
  nChanged 123
		SP:Iteration 11Q (43848.110000 sec): 3 clusters
  Score: Raw -492641.653986 + Penalty 2784.686600 = -489856.967386
  nChanged 120
		SP:Iteration 12Q (43848.350000 sec): 3 clusters
  Score: Raw -492694.823604 + Penalty 2784.686600 = -489910.137004
  nChanged 114
		SP:Iteration 13Q (43848.520000 sec): 3 clusters
  Score: Raw -492744.606647 + Penalty 2784.686600 = -489959.920047
  nChanged 109
		SP:Iteration 14Q (43848.770000 sec): 3 clusters
  Score: Raw -492796.119208 + Penalty 2784.686600 = -490011.432608
  nChanged 113
		SP:Iteration 15Q (43848.980000 sec): 3 clusters
  Score: Raw -492863.212691 + Penalty 2784.686600 = -490078.526091
  nChanged 137
		SP:Iteration 16Q (43849.140000 sec): 3 clusters
  Score: Raw -492952.380443 + Penalty 2784.686600 = -490167.693843
  nChanged 144
		SP:Iteration 17Q (43849.340000 sec): 3 clusters
  Score: Raw -493049.949727 + Penalty 2784.686600 = -490265.263127
  nChanged 138
		SP:Iteration 18Q (43849.510000 sec): 3 clusters
  Score: Raw -493143.790324 + Penalty 2784.686600 = -490359.103724
  nChanged 133
		SP:Iteration 19Q (43849.690000 sec): 3 clusters
  Score: Raw -493230.011510 + Penalty 2784.686600 = -490445.324910
  nChanged 112
		SP:Iteration 20F (43849.860000 sec): 3 clusters
  Score: Raw -493299.700453 + Penalty 2784.686600 = -490515.013853
  nChanged 102
		SP:Iteration 21Q (43850.030000 sec): 3 clusters
  Score: Raw -493365.655376 + Penalty 2784.686600 = -490580.968776
  nChanged 107
		SP:Iteration 22Q (43850.280000 sec): 3 clusters
  Score: Raw -493436.573854 + Penalty 2784.686600 = -490651.887254
  nChanged 103
		SP:Iteration 23Q (43850.470000 sec): 3 clusters
  Score: Raw -493512.033971 + Penalty 2784.686600 = -490727.347371
  nChanged 91
		SP:Iteration 24Q (43850.670000 sec): 3 clusters
  Score: Raw -493577.645728 + Penalty 2784.686600 = -490792.959128
  nChanged 81
		SP:Iteration 25Q (43850.880000 sec): 3 clusters
  Score: Raw -493633.937754 + Penalty 2784.686600 = -490849.251154
  nChanged 58
		SP:Iteration 26Q (43851.030000 sec): 3 clusters
  Score: Raw -493666.378739 + Penalty 2784.686600 = -490881.692139
  nChanged 48
		SP:Iteration 27Q (43851.200000 sec): 3 clusters
  Score: Raw -493695.516625 + Penalty 2784.686600 = -490910.830025
  nChanged 58
		SP:Iteration 28Q (43851.380000 sec): 3 clusters
  Score: Raw -493732.813901 + Penalty 2784.686600 = -490948.127301
  nChanged 43
		SP:Iteration 29Q (43851.610000 sec): 3 clusters
  Score: Raw -493753.855972 + Penalty 2784.686600 = -490969.169372
  nChanged 37
		SP:Iteration 30Q (43851.790000 sec): 3 clusters
  Score: Raw -493767.286155 + Penalty 2784.686600 = -490982.599555
  nChanged 28
		SP:Iteration 31Q (43851.980000 sec): 3 clusters
  Score: Raw -493779.405268 + Penalty 2784.686600 = -490994.718668
  nChanged 22
		SP:Iteration 32Q (43852.200000 sec): 3 clusters
  Score: Raw -493786.011490 + Penalty 2784.686600 = -491001.324890
  nChanged 11
		SP:Iteration 33Q (43852.410000 sec): 3 clusters
  Score: Raw -493789.062430 + Penalty 2784.686600 = -491004.375830
  nChanged 9
		SP:Iteration 34Q (43852.650000 sec): 3 clusters
  Score: Raw -493791.746191 + Penalty 2784.686600 = -491007.059591
  nChanged 6
		SP:Iteration 35Q (43852.870000 sec): 3 clusters
  Score: Raw -493793.875014 + Penalty 2784.686600 = -491009.188414
  nChanged 3
		SP:Iteration 36Q (43853.050000 sec): 3 clusters
  Score: Raw -493795.428427 + Penalty 2784.686600 = -491010.741827
  nChanged 10
		SP:Iteration 37Q (43853.240000 sec): 3 clusters
  Score: Raw -493799.812964 + Penalty 2784.686600 = -491015.126364
  nChanged 10
		SP:Iteration 38Q (43853.440000 sec): 3 clusters
  Score: Raw -493804.225731 + Penalty 2784.686600 = -491019.539131
  nChanged 11
		SP:Iteration 39Q (43853.620000 sec): 3 clusters
  Score: Raw -493808.540764 + Penalty 2784.686600 = -491023.854164
  nChanged 10
		SP:Iteration 40F (43853.830000 sec): 3 clusters
  Score: Raw -493812.077586 + Penalty 2784.686600 = -491027.390986
  nChanged 9
		SP:Iteration 41Q (43854.030000 sec): 3 clusters
  Score: Raw -493814.924884 + Penalty 2784.686600 = -491030.238284
  nChanged 6
		SP:Iteration 42Q (43854.220000 sec): 3 clusters
  Score: Raw -493816.757332 + Penalty 2784.686600 = -491032.070732
  nChanged 6
		SP:Iteration 43Q (43854.430000 sec): 3 clusters
  Score: Raw -493817.954195 + Penalty 2784.686600 = -491033.267595
  nChanged 4
		SP:Iteration 44Q (43854.580000 sec): 3 clusters
  Score: Raw -493818.865747 + Penalty 2784.686600 = -491034.179147
  nChanged 4
		SP:Iteration 45Q (43854.790000 sec): 3 clusters
  Score: Raw -493820.122181 + Penalty 2784.686600 = -491035.435581
  nChanged 6
		SP:Iteration 46Q (43854.960000 sec): 3 clusters
  Score: Raw -493821.842875 + Penalty 2784.686600 = -491037.156275
  nChanged 4
		SP:Iteration 47Q (43855.160000 sec): 3 clusters
  Score: Raw -493822.688839 + Penalty 2784.686600 = -491038.002239
  nChanged 4
		SP:Iteration 48Q (43855.330000 sec): 3 clusters
  Score: Raw -493824.110184 + Penalty 2784.686600 = -491039.423584
  nChanged 5
		SP:Iteration 49Q (43855.530000 sec): 3 clusters
  Score: Raw -493825.089909 + Penalty 2784.686600 = -491040.403309
  nChanged 7
		SP:Iteration 50Q (43855.710000 sec): 3 clusters
  Score: Raw -493826.198819 + Penalty 2784.686600 = -491041.512219
  nChanged 3
		SP:Iteration 51Q (43855.930000 sec): 3 clusters
  Score: Raw -493826.597851 + Penalty 2784.686600 = -491041.911251
  nChanged 1
		SP:Iteration 52Q (43856.140000 sec): 3 clusters
  Score: Raw -493826.758916 + Penalty 2784.686600 = -491042.072316
  nChanged 0
		SP:Iteration 53F (43856.300000 sec): 3 clusters
  Score: Raw -493826.758916 + Penalty 2784.686600 = -491042.072316
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (13081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43856.450000 sec): 2 clusters
  Score: Raw -1275005.196533 + Penalty 1540.323862 = -1273464.872670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43856.690000 sec): 3 clusters
  Score: Raw -1267532.290313 + Penalty 3080.647724 = -1264451.642589
  nChanged 5708
		SP:Iteration 1F (43856.950000 sec): 3 clusters
  Score: Raw -1270849.713644 + Penalty 3080.647724 = -1267769.065920
  nChanged 850
		SP:Iteration 2F (43857.190000 sec): 3 clusters
  Score: Raw -1271351.261855 + Penalty 3080.647724 = -1268270.614131
  nChanged 850
		SP:Iteration 3F (43857.440000 sec): 3 clusters
  Score: Raw -1271877.869537 + Penalty 3080.647724 = -1268797.221813
  nChanged 841
		SP:Iteration 4F (43857.710000 sec): 3 clusters
  Score: Raw -1272376.489543 + Penalty 3080.647724 = -1269295.841818
  nChanged 782
		SP:Iteration 5F (43857.970000 sec): 3 clusters
  Score: Raw -1272847.181954 + Penalty 3080.647724 = -1269766.534230
  nChanged 701
		SP:Iteration 6F (43858.250000 sec): 3 clusters
  Score: Raw -1273269.172721 + Penalty 3080.647724 = -1270188.524997
  nChanged 595
		SP:Iteration 7Q (43858.530000 sec): 3 clusters
  Score: Raw -1273601.387553 + Penalty 3080.647724 = -1270520.739829
  nChanged 507
		SP:Iteration 8Q (43858.780000 sec): 3 clusters
  Score: Raw -1273850.156033 + Penalty 3080.647724 = -1270769.508309
  nChanged 416
		SP:Iteration 9Q (43859.060000 sec): 3 clusters
  Score: Raw -1274028.252554 + Penalty 3080.647724 = -1270947.604830
  nChanged 348
		SP:Iteration 10Q (43859.330000 sec): 3 clusters
  Score: Raw -1274182.604046 + Penalty 3080.647724 = -1271101.956322
  nChanged 300
		SP:Iteration 11Q (43859.560000 sec): 3 clusters
  Score: Raw -1274312.162485 + Penalty 3080.647724 = -1271231.514761
  nChanged 320
		SP:Iteration 12Q (43859.860000 sec): 3 clusters
  Score: Raw -1274457.700760 + Penalty 3080.647724 = -1271377.053036
  nChanged 326
		SP:Iteration 13Q (43860.110000 sec): 3 clusters
  Score: Raw -1274610.170822 + Penalty 3080.647724 = -1271529.523097
  nChanged 296
		SP:Iteration 14Q (43860.430000 sec): 3 clusters
  Score: Raw -1274756.225281 + Penalty 3080.647724 = -1271675.577556
  nChanged 305
		SP:Iteration 15Q (43860.680000 sec): 3 clusters
  Score: Raw -1274893.244068 + Penalty 3080.647724 = -1271812.596344
  nChanged 258
		SP:Iteration 16Q (43860.920000 sec): 3 clusters
  Score: Raw -1275009.995299 + Penalty 3080.647724 = -1271929.347574
  nChanged 214
		SP:Iteration 17Q (43861.180000 sec): 3 clusters
  Score: Raw -1275105.128519 + Penalty 3080.647724 = -1272024.480794
  nChanged 203
		SP:Iteration 18Q (43861.420000 sec): 3 clusters
  Score: Raw -1275186.840395 + Penalty 3080.647724 = -1272106.192670
  nChanged 178
		SP:Iteration 19Q (43861.660000 sec): 3 clusters
  Score: Raw -1275261.829272 + Penalty 3080.647724 = -1272181.181548
  nChanged 145
		SP:Iteration 20F (43861.870000 sec): 3 clusters
  Score: Raw -1275327.869297 + Penalty 3080.647724 = -1272247.221573
  nChanged 124
		SP:Iteration 21Q (43862.110000 sec): 3 clusters
  Score: Raw -1275382.312982 + Penalty 3080.647724 = -1272301.665258
  nChanged 116
		SP:Iteration 22Q (43862.340000 sec): 3 clusters
  Score: Raw -1275435.220732 + Penalty 3080.647724 = -1272354.573007
  nChanged 95
		SP:Iteration 23Q (43862.580000 sec): 3 clusters
  Score: Raw -1275476.655075 + Penalty 3080.647724 = -1272396.007350
  nChanged 78
		SP:Iteration 24Q (43862.860000 sec): 3 clusters
  Score: Raw -1275503.330530 + Penalty 3080.647724 = -1272422.682806
  nChanged 60
		SP:Iteration 25Q (43863.110000 sec): 3 clusters
  Score: Raw -1275523.642387 + Penalty 3080.647724 = -1272442.994662
  nChanged 45
		SP:Iteration 26Q (43863.370000 sec): 3 clusters
  Score: Raw -1275541.030754 + Penalty 3080.647724 = -1272460.383029
  nChanged 37
		SP:Iteration 27Q (43863.630000 sec): 3 clusters
  Score: Raw -1275553.192191 + Penalty 3080.647724 = -1272472.544467
  nChanged 24
		SP:Iteration 28Q (43863.880000 sec): 3 clusters
  Score: Raw -1275561.598390 + Penalty 3080.647724 = -1272480.950665
  nChanged 26
		SP:Iteration 29Q (43864.140000 sec): 3 clusters
  Score: Raw -1275567.849147 + Penalty 3080.647724 = -1272487.201423
  nChanged 23
		SP:Iteration 30Q (43864.400000 sec): 3 clusters
  Score: Raw -1275573.538069 + Penalty 3080.647724 = -1272492.890345
  nChanged 14
		SP:Iteration 31Q (43864.660000 sec): 3 clusters
  Score: Raw -1275577.695616 + Penalty 3080.647724 = -1272497.047891
  nChanged 12
		SP:Iteration 32Q (43864.920000 sec): 3 clusters
  Score: Raw -1275579.978565 + Penalty 3080.647724 = -1272499.330840
  nChanged 8
		SP:Iteration 33Q (43865.170000 sec): 3 clusters
  Score: Raw -1275582.531834 + Penalty 3080.647724 = -1272501.884110
  nChanged 13
		SP:Iteration 34Q (43865.430000 sec): 3 clusters
  Score: Raw -1275586.658057 + Penalty 3080.647724 = -1272506.010333
  nChanged 9
		SP:Iteration 35Q (43865.680000 sec): 3 clusters
  Score: Raw -1275590.137088 + Penalty 3080.647724 = -1272509.489364
  nChanged 10
		SP:Iteration 36Q (43865.940000 sec): 3 clusters
  Score: Raw -1275592.053760 + Penalty 3080.647724 = -1272511.406036
  nChanged 4
		SP:Iteration 37Q (43866.190000 sec): 3 clusters
  Score: Raw -1275593.333077 + Penalty 3080.647724 = -1272512.685353
  nChanged 9
		SP:Iteration 38Q (43866.450000 sec): 3 clusters
  Score: Raw -1275595.604210 + Penalty 3080.647724 = -1272514.956485
  nChanged 5
		SP:Iteration 39Q (43866.710000 sec): 3 clusters
  Score: Raw -1275597.648542 + Penalty 3080.647724 = -1272517.000818
  nChanged 6
		SP:Iteration 40F (43866.970000 sec): 3 clusters
  Score: Raw -1275599.546521 + Penalty 3080.647724 = -1272518.898797
  nChanged 7
		SP:Iteration 41Q (43867.220000 sec): 3 clusters
  Score: Raw -1275600.998033 + Penalty 3080.647724 = -1272520.350309
  nChanged 6
		SP:Iteration 42Q (43867.450000 sec): 3 clusters
  Score: Raw -1275602.187315 + Penalty 3080.647724 = -1272521.539591
  nChanged 7
		SP:Iteration 43Q (43867.690000 sec): 3 clusters
  Score: Raw -1275605.751189 + Penalty 3080.647724 = -1272525.103465
  nChanged 11
		SP:Iteration 44Q (43867.930000 sec): 3 clusters
  Score: Raw -1275608.958048 + Penalty 3080.647724 = -1272528.310323
  nChanged 3
		SP:Iteration 45Q (43868.160000 sec): 3 clusters
  Score: Raw -1275609.659494 + Penalty 3080.647724 = -1272529.011770
  nChanged 3
		SP:Iteration 46Q (43868.410000 sec): 3 clusters
  Score: Raw -1275611.256234 + Penalty 3080.647724 = -1272530.608510
  nChanged 7
		SP:Iteration 47Q (43868.650000 sec): 3 clusters
  Score: Raw -1275612.558295 + Penalty 3080.647724 = -1272531.910571
  nChanged 4
		SP:Iteration 48Q (43868.880000 sec): 3 clusters
  Score: Raw -1275613.592010 + Penalty 3080.647724 = -1272532.944285
  nChanged 7
		SP:Iteration 49Q (43869.160000 sec): 3 clusters
  Score: Raw -1275615.735458 + Penalty 3080.647724 = -1272535.087733
  nChanged 8
		SP:Iteration 50Q (43869.430000 sec): 3 clusters
  Score: Raw -1275617.398207 + Penalty 3080.647724 = -1272536.750482
  nChanged 6
		SP:Iteration 51Q (43869.720000 sec): 3 clusters
  Score: Raw -1275618.771393 + Penalty 3080.647724 = -1272538.123669
  nChanged 6
		SP:Iteration 52Q (43869.970000 sec): 3 clusters
  Score: Raw -1275619.686903 + Penalty 3080.647724 = -1272539.039179
  nChanged 3
		SP:Iteration 53Q (43870.210000 sec): 3 clusters
  Score: Raw -1275620.575336 + Penalty 3080.647724 = -1272539.927611
  nChanged 2
		SP:Iteration 54Q (43870.440000 sec): 3 clusters
  Score: Raw -1275621.059236 + Penalty 3080.647724 = -1272540.411511
  nChanged 6
		SP:Iteration 55Q (43870.690000 sec): 3 clusters
  Score: Raw -1275622.652912 + Penalty 3080.647724 = -1272542.005188
  nChanged 5
		SP:Iteration 56Q (43870.950000 sec): 3 clusters
  Score: Raw -1275623.786357 + Penalty 3080.647724 = -1272543.138632
  nChanged 5
		SP:Iteration 57Q (43871.210000 sec): 3 clusters
  Score: Raw -1275625.263912 + Penalty 3080.647724 = -1272544.616188
  nChanged 5
		SP:Iteration 58Q (43871.450000 sec): 3 clusters
  Score: Raw -1275625.997112 + Penalty 3080.647724 = -1272545.349387
  nChanged 1
		SP:Iteration 59Q (43871.690000 sec): 3 clusters
  Score: Raw -1275626.081593 + Penalty 3080.647724 = -1272545.433869
  nChanged 0
		SP:Iteration 60F (43871.910000 sec): 3 clusters
  Score: Raw -1275626.081593 + Penalty 3080.647724 = -1272545.433869
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (19550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43872.090000 sec): 2 clusters
  Score: Raw -2022543.110524 + Penalty 1605.618717 = -2020937.491807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43872.430000 sec): 3 clusters
  Score: Raw -2010918.845510 + Penalty 3211.237434 = -2007707.608077
  nChanged 8813
		SP:Iteration 1F (43872.710000 sec): 3 clusters
  Score: Raw -2016196.725651 + Penalty 3211.237434 = -2012985.488218
  nChanged 1582
		SP:Iteration 2F (43873.040000 sec): 3 clusters
  Score: Raw -2017276.936324 + Penalty 3211.237434 = -2014065.698890
  nChanged 1636
		SP:Iteration 3F (43873.390000 sec): 3 clusters
  Score: Raw -2018537.422418 + Penalty 3211.237434 = -2015326.184984
  nChanged 1523
		SP:Iteration 4F (43873.710000 sec): 3 clusters
  Score: Raw -2019623.586156 + Penalty 3211.237434 = -2016412.348722
  nChanged 1198
		SP:Iteration 5F (43873.990000 sec): 3 clusters
  Score: Raw -2020383.748618 + Penalty 3211.237434 = -2017172.511185
  nChanged 885
		SP:Iteration 6Q (43874.300000 sec): 3 clusters
  Score: Raw -2020869.889892 + Penalty 3211.237434 = -2017658.652458
  nChanged 668
		SP:Iteration 7Q (43874.610000 sec): 3 clusters
  Score: Raw -2021215.281045 + Penalty 3211.237434 = -2018004.043611
  nChanged 553
		SP:Iteration 8Q (43874.970000 sec): 3 clusters
  Score: Raw -2021494.831392 + Penalty 3211.237434 = -2018283.593958
  nChanged 468
		SP:Iteration 9Q (43875.240000 sec): 3 clusters
  Score: Raw -2021721.840078 + Penalty 3211.237434 = -2018510.602644
  nChanged 379
		SP:Iteration 10Q (43875.580000 sec): 3 clusters
  Score: Raw -2021893.414375 + Penalty 3211.237434 = -2018682.176941
  nChanged 312
		SP:Iteration 11Q (43875.930000 sec): 3 clusters
  Score: Raw -2022028.254964 + Penalty 3211.237434 = -2018817.017530
  nChanged 228
		SP:Iteration 12Q (43876.200000 sec): 3 clusters
  Score: Raw -2022125.095020 + Penalty 3211.237434 = -2018913.857586
  nChanged 194
		SP:Iteration 13Q (43876.550000 sec): 3 clusters
  Score: Raw -2022207.438458 + Penalty 3211.237434 = -2018996.201024
  nChanged 162
		SP:Iteration 14Q (43876.830000 sec): 3 clusters
  Score: Raw -2022277.446403 + Penalty 3211.237434 = -2019066.208969
  nChanged 147
		SP:Iteration 15Q (43877.150000 sec): 3 clusters
  Score: Raw -2022337.062863 + Penalty 3211.237434 = -2019125.825429
  nChanged 135
		SP:Iteration 16Q (43877.450000 sec): 3 clusters
  Score: Raw -2022388.413267 + Penalty 3211.237434 = -2019177.175833
  nChanged 113
		SP:Iteration 17Q (43877.760000 sec): 3 clusters
  Score: Raw -2022438.417597 + Penalty 3211.237434 = -2019227.180163
  nChanged 113
		SP:Iteration 18Q (43878.060000 sec): 3 clusters
  Score: Raw -2022493.018448 + Penalty 3211.237434 = -2019281.781015
  nChanged 90
		SP:Iteration 19Q (43878.380000 sec): 3 clusters
  Score: Raw -2022531.967672 + Penalty 3211.237434 = -2019320.730238
  nChanged 79
		SP:Iteration 20F (43878.690000 sec): 3 clusters
  Score: Raw -2022563.619134 + Penalty 3211.237434 = -2019352.381700
  nChanged 71
		SP:Iteration 21Q (43879.030000 sec): 3 clusters
  Score: Raw -2022598.155722 + Penalty 3211.237434 = -2019386.918288
  nChanged 63
		SP:Iteration 22Q (43879.310000 sec): 3 clusters
  Score: Raw -2022627.260302 + Penalty 3211.237434 = -2019416.022868
  nChanged 47
		SP:Iteration 23Q (43879.700000 sec): 3 clusters
  Score: Raw -2022651.331281 + Penalty 3211.237434 = -2019440.093847
  nChanged 38
		SP:Iteration 24Q (43879.990000 sec): 3 clusters
  Score: Raw -2022673.204764 + Penalty 3211.237434 = -2019461.967330
  nChanged 49
		SP:Iteration 25Q (43880.380000 sec): 3 clusters
  Score: Raw -2022699.332228 + Penalty 3211.237434 = -2019488.094795
  nChanged 57
		SP:Iteration 26Q (43880.700000 sec): 3 clusters
  Score: Raw -2022728.523367 + Penalty 3211.237434 = -2019517.285933
  nChanged 38
		SP:Iteration 27Q (43881.030000 sec): 3 clusters
  Score: Raw -2022744.423153 + Penalty 3211.237434 = -2019533.185720
  nChanged 29
		SP:Iteration 28Q (43881.320000 sec): 3 clusters
  Score: Raw -2022755.203485 + Penalty 3211.237434 = -2019543.966052
  nChanged 25
		SP:Iteration 29Q (43881.610000 sec): 3 clusters
  Score: Raw -2022764.694451 + Penalty 3211.237434 = -2019553.457018
  nChanged 15
		SP:Iteration 30Q (43881.900000 sec): 3 clusters
  Score: Raw -2022770.435637 + Penalty 3211.237434 = -2019559.198203
  nChanged 15
		SP:Iteration 31Q (43882.260000 sec): 3 clusters
  Score: Raw -2022776.240463 + Penalty 3211.237434 = -2019565.003029
  nChanged 16
		SP:Iteration 32Q (43882.520000 sec): 3 clusters
  Score: Raw -2022782.482454 + Penalty 3211.237434 = -2019571.245020
  nChanged 15
		SP:Iteration 33Q (43882.830000 sec): 3 clusters
  Score: Raw -2022788.383702 + Penalty 3211.237434 = -2019577.146269
  nChanged 10
		SP:Iteration 34Q (43883.090000 sec): 3 clusters
  Score: Raw -2022792.027510 + Penalty 3211.237434 = -2019580.790076
  nChanged 13
		SP:Iteration 35Q (43883.350000 sec): 3 clusters
  Score: Raw -2022796.983155 + Penalty 3211.237434 = -2019585.745721
  nChanged 6
		SP:Iteration 36Q (43883.600000 sec): 3 clusters
  Score: Raw -2022799.461689 + Penalty 3211.237434 = -2019588.224255
  nChanged 6
		SP:Iteration 37Q (43883.890000 sec): 3 clusters
  Score: Raw -2022801.323099 + Penalty 3211.237434 = -2019590.085665
  nChanged 2
		SP:Iteration 38Q (43884.190000 sec): 3 clusters
  Score: Raw -2022801.898790 + Penalty 3211.237434 = -2019590.661356
  nChanged 3
		SP:Iteration 39Q (43884.440000 sec): 3 clusters
  Score: Raw -2022802.564718 + Penalty 3211.237434 = -2019591.327285
  nChanged 1
		SP:Iteration 40F (43884.750000 sec): 3 clusters
  Score: Raw -2022802.665779 + Penalty 3211.237434 = -2019591.428346
  nChanged 1
		SP:Iteration 41Q (43885.020000 sec): 3 clusters
  Score: Raw -2022802.809075 + Penalty 3211.237434 = -2019591.571641
  nChanged 1
		SP:Iteration 42Q (43885.320000 sec): 3 clusters
  Score: Raw -2022803.188583 + Penalty 3211.237434 = -2019591.951150
  nChanged 0
		SP:Iteration 43F (43885.640000 sec): 3 clusters
  Score: Raw -2022803.188583 + Penalty 3211.237434 = -2019591.951150
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43885.760000 sec): 2 clusters
  Score: Raw -918870.719603 + Penalty 1474.721251 = -917395.998352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43886.010000 sec): 3 clusters
  Score: Raw -914037.320218 + Penalty 2949.442502 = -911087.877716
  nChanged 3721
		SP:Iteration 1F (43886.260000 sec): 3 clusters
  Score: Raw -916031.098962 + Penalty 2949.442502 = -913081.656460
  nChanged 576
		SP:Iteration 2F (43886.460000 sec): 3 clusters
  Score: Raw -916335.683319 + Penalty 2949.442502 = -913386.240817
  nChanged 530
		SP:Iteration 3F (43886.740000 sec): 3 clusters
  Score: Raw -916625.225663 + Penalty 2949.442502 = -913675.783161
  nChanged 489
		SP:Iteration 4F (43886.950000 sec): 3 clusters
  Score: Raw -916887.771220 + Penalty 2949.442502 = -913938.328718
  nChanged 449
		SP:Iteration 5F (43887.150000 sec): 3 clusters
  Score: Raw -917129.277718 + Penalty 2949.442502 = -914179.835216
  nChanged 436
		SP:Iteration 6Q (43887.410000 sec): 3 clusters
  Score: Raw -917355.440069 + Penalty 2949.442502 = -914405.997567
  nChanged 404
		SP:Iteration 7Q (43887.640000 sec): 3 clusters
  Score: Raw -917550.786196 + Penalty 2949.442502 = -914601.343694
  nChanged 319
		SP:Iteration 8Q (43887.870000 sec): 3 clusters
  Score: Raw -917682.442198 + Penalty 2949.442502 = -914732.999696
  nChanged 258
		SP:Iteration 9Q (43888.180000 sec): 3 clusters
  Score: Raw -917766.068806 + Penalty 2949.442502 = -914816.626305
  nChanged 171
		SP:Iteration 10Q (43888.380000 sec): 3 clusters
  Score: Raw -917815.223337 + Penalty 2949.442502 = -914865.780835
  nChanged 137
		SP:Iteration 11Q (43888.620000 sec): 3 clusters
  Score: Raw -917848.639371 + Penalty 2949.442502 = -914899.196870
  nChanged 98
		SP:Iteration 12Q (43888.840000 sec): 3 clusters
  Score: Raw -917870.761273 + Penalty 2949.442502 = -914921.318772
  nChanged 86
		SP:Iteration 13Q (43889.070000 sec): 3 clusters
  Score: Raw -917891.253390 + Penalty 2949.442502 = -914941.810888
  nChanged 62
		SP:Iteration 14Q (43889.290000 sec): 3 clusters
  Score: Raw -917901.252728 + Penalty 2949.442502 = -914951.810226
  nChanged 47
		SP:Iteration 15Q (43889.490000 sec): 3 clusters
  Score: Raw -917908.853445 + Penalty 2949.442502 = -914959.410943
  nChanged 38
		SP:Iteration 16Q (43889.670000 sec): 3 clusters
  Score: Raw -917915.672788 + Penalty 2949.442502 = -914966.230286
  nChanged 39
		SP:Iteration 17Q (43889.920000 sec): 3 clusters
  Score: Raw -917921.866586 + Penalty 2949.442502 = -914972.424084
  nChanged 27
		SP:Iteration 18Q (43890.160000 sec): 3 clusters
  Score: Raw -917925.637675 + Penalty 2949.442502 = -914976.195173
  nChanged 23
		SP:Iteration 19Q (43890.360000 sec): 3 clusters
  Score: Raw -917929.303731 + Penalty 2949.442502 = -914979.861230
  nChanged 22
		SP:Iteration 20F (43890.610000 sec): 3 clusters
  Score: Raw -917932.685624 + Penalty 2949.442502 = -914983.243123
  nChanged 19
		SP:Iteration 21Q (43890.830000 sec): 3 clusters
  Score: Raw -917936.309962 + Penalty 2949.442502 = -914986.867460
  nChanged 29
		SP:Iteration 22Q (43891.040000 sec): 3 clusters
  Score: Raw -917941.362247 + Penalty 2949.442502 = -914991.919745
  nChanged 26
		SP:Iteration 23Q (43891.250000 sec): 3 clusters
  Score: Raw -917946.239542 + Penalty 2949.442502 = -914996.797040
  nChanged 24
		SP:Iteration 24Q (43891.480000 sec): 3 clusters
  Score: Raw -917950.002818 + Penalty 2949.442502 = -915000.560316
  nChanged 23
		SP:Iteration 25Q (43891.710000 sec): 3 clusters
  Score: Raw -917954.101347 + Penalty 2949.442502 = -915004.658845
  nChanged 25
		SP:Iteration 26Q (43891.960000 sec): 3 clusters
  Score: Raw -917956.731196 + Penalty 2949.442502 = -915007.288694
  nChanged 12
		SP:Iteration 27Q (43892.240000 sec): 3 clusters
  Score: Raw -917958.614985 + Penalty 2949.442502 = -915009.172483
  nChanged 17
		SP:Iteration 28Q (43892.490000 sec): 3 clusters
  Score: Raw -917961.147315 + Penalty 2949.442502 = -915011.704813
  nChanged 17
		SP:Iteration 29Q (43892.790000 sec): 3 clusters
  Score: Raw -917964.124790 + Penalty 2949.442502 = -915014.682288
  nChanged 19
		SP:Iteration 30Q (43893.040000 sec): 3 clusters
  Score: Raw -917967.092984 + Penalty 2949.442502 = -915017.650482
  nChanged 21
		SP:Iteration 31Q (43893.300000 sec): 3 clusters
  Score: Raw -917970.230507 + Penalty 2949.442502 = -915020.788005
  nChanged 21
		SP:Iteration 32Q (43893.520000 sec): 3 clusters
  Score: Raw -917973.784006 + Penalty 2949.442502 = -915024.341504
  nChanged 23
		SP:Iteration 33Q (43893.760000 sec): 3 clusters
  Score: Raw -917978.408804 + Penalty 2949.442502 = -915028.966302
  nChanged 33
		SP:Iteration 34Q (43894.030000 sec): 3 clusters
  Score: Raw -917985.417650 + Penalty 2949.442502 = -915035.975148
  nChanged 39
		SP:Iteration 35Q (43894.250000 sec): 3 clusters
  Score: Raw -917991.965161 + Penalty 2949.442502 = -915042.522659
  nChanged 29
		SP:Iteration 36Q (43894.490000 sec): 3 clusters
  Score: Raw -917997.219236 + Penalty 2949.442502 = -915047.776734
  nChanged 26
		SP:Iteration 37Q (43894.690000 sec): 3 clusters
  Score: Raw -918002.454662 + Penalty 2949.442502 = -915053.012160
  nChanged 32
		SP:Iteration 38Q (43894.940000 sec): 3 clusters
  Score: Raw -918007.082333 + Penalty 2949.442502 = -915057.639831
  nChanged 28
		SP:Iteration 39Q (43895.140000 sec): 3 clusters
  Score: Raw -918013.072228 + Penalty 2949.442502 = -915063.629726
  nChanged 38
		SP:Iteration 40F (43895.420000 sec): 3 clusters
  Score: Raw -918020.817386 + Penalty 2949.442502 = -915071.374884
  nChanged 39
		SP:Iteration 41Q (43895.650000 sec): 3 clusters
  Score: Raw -918028.896177 + Penalty 2949.442502 = -915079.453675
  nChanged 31
		SP:Iteration 42Q (43895.890000 sec): 3 clusters
  Score: Raw -918037.242982 + Penalty 2949.442502 = -915087.800480
  nChanged 34
		SP:Iteration 43Q (43896.090000 sec): 3 clusters
  Score: Raw -918045.203732 + Penalty 2949.442502 = -915095.761231
  nChanged 47
		SP:Iteration 44Q (43896.330000 sec): 3 clusters
  Score: Raw -918057.770542 + Penalty 2949.442502 = -915108.328040
  nChanged 44
		SP:Iteration 45Q (43896.580000 sec): 3 clusters
  Score: Raw -918067.232541 + Penalty 2949.442502 = -915117.790039
  nChanged 45
		SP:Iteration 46Q (43896.790000 sec): 3 clusters
  Score: Raw -918077.499993 + Penalty 2949.442502 = -915128.057491
  nChanged 52
		SP:Iteration 47Q (43897.000000 sec): 3 clusters
  Score: Raw -918093.516656 + Penalty 2949.442502 = -915144.074154
  nChanged 58
		SP:Iteration 48Q (43897.240000 sec): 3 clusters
  Score: Raw -918109.917790 + Penalty 2949.442502 = -915160.475288
  nChanged 62
		SP:Iteration 49Q (43897.450000 sec): 3 clusters
  Score: Raw -918127.376252 + Penalty 2949.442502 = -915177.933751
  nChanged 62
		SP:Iteration 50Q (43897.670000 sec): 3 clusters
  Score: Raw -918143.287867 + Penalty 2949.442502 = -915193.845365
  nChanged 61
		SP:Iteration 51Q (43897.860000 sec): 3 clusters
  Score: Raw -918160.553575 + Penalty 2949.442502 = -915211.111073
  nChanged 60
		SP:Iteration 52Q (43898.120000 sec): 3 clusters
  Score: Raw -918181.866683 + Penalty 2949.442502 = -915232.424181
  nChanged 78
		SP:Iteration 53Q (43898.340000 sec): 3 clusters
  Score: Raw -918206.560602 + Penalty 2949.442502 = -915257.118101
  nChanged 80
		SP:Iteration 54Q (43898.560000 sec): 3 clusters
  Score: Raw -918233.825332 + Penalty 2949.442502 = -915284.382830
  nChanged 89
		SP:Iteration 55Q (43898.760000 sec): 3 clusters
  Score: Raw -918270.943003 + Penalty 2949.442502 = -915321.500501
  nChanged 96
		SP:Iteration 56Q (43898.970000 sec): 3 clusters
  Score: Raw -918312.638896 + Penalty 2949.442502 = -915363.196394
  nChanged 93
		SP:Iteration 57Q (43899.280000 sec): 3 clusters
  Score: Raw -918350.328345 + Penalty 2949.442502 = -915400.885843
  nChanged 106
		SP:Iteration 58Q (43899.570000 sec): 3 clusters
  Score: Raw -918402.591273 + Penalty 2949.442502 = -915453.148771
  nChanged 123
		SP:Iteration 59Q (43899.720000 sec): 3 clusters
  Score: Raw -918469.973586 + Penalty 2949.442502 = -915520.531084
  nChanged 136
		SP:Iteration 60F (43899.950000 sec): 3 clusters
  Score: Raw -918546.530903 + Penalty 2949.442502 = -915597.088402
  nChanged 112
		SP:Iteration 61Q (43900.200000 sec): 3 clusters
  Score: Raw -918618.076825 + Penalty 2949.442502 = -915668.634323
  nChanged 111
		SP:Iteration 62Q (43900.420000 sec): 3 clusters
  Score: Raw -918694.241049 + Penalty 2949.442502 = -915744.798547
  nChanged 102
		SP:Iteration 63Q (43900.630000 sec): 3 clusters
  Score: Raw -918766.989507 + Penalty 2949.442502 = -915817.547006
  nChanged 79
		SP:Iteration 64Q (43900.870000 sec): 3 clusters
  Score: Raw -918832.695690 + Penalty 2949.442502 = -915883.253188
  nChanged 67
		SP:Iteration 65Q (43901.090000 sec): 3 clusters
  Score: Raw -918896.070559 + Penalty 2949.442502 = -915946.628057
  nChanged 61
		SP:Iteration 66Q (43901.310000 sec): 3 clusters
  Score: Raw -918951.829437 + Penalty 2949.442502 = -916002.386935
  nChanged 44
		SP:Iteration 67Q (43901.530000 sec): 3 clusters
  Score: Raw -919001.414058 + Penalty 2949.442502 = -916051.971557
  nChanged 46
		SP:Iteration 68Q (43901.780000 sec): 3 clusters
  Score: Raw -919052.005654 + Penalty 2949.442502 = -916102.563152
  nChanged 38
		SP:Iteration 69Q (43902.000000 sec): 3 clusters
  Score: Raw -919083.256312 + Penalty 2949.442502 = -916133.813810
  nChanged 30
		SP:Iteration 70Q (43902.190000 sec): 3 clusters
  Score: Raw -919109.246395 + Penalty 2949.442502 = -916159.803893
  nChanged 30
		SP:Iteration 71Q (43902.360000 sec): 3 clusters
  Score: Raw -919127.239018 + Penalty 2949.442502 = -916177.796516
  nChanged 27
		SP:Iteration 72Q (43902.550000 sec): 3 clusters
  Score: Raw -919145.123191 + Penalty 2949.442502 = -916195.680689
  nChanged 25
		SP:Iteration 73Q (43902.770000 sec): 3 clusters
  Score: Raw -919163.668495 + Penalty 2949.442502 = -916214.225993
  nChanged 26
		SP:Iteration 74Q (43902.970000 sec): 3 clusters
  Score: Raw -919184.435505 + Penalty 2949.442502 = -916234.993003
  nChanged 22
		SP:Iteration 75Q (43903.210000 sec): 3 clusters
  Score: Raw -919198.671293 + Penalty 2949.442502 = -916249.228791
  nChanged 23
		SP:Iteration 76Q (43903.410000 sec): 3 clusters
  Score: Raw -919213.896389 + Penalty 2949.442502 = -916264.453888
  nChanged 20
		SP:Iteration 77Q (43903.670000 sec): 3 clusters
  Score: Raw -919224.903868 + Penalty 2949.442502 = -916275.461366
  nChanged 13
		SP:Iteration 78Q (43903.830000 sec): 3 clusters
  Score: Raw -919231.311658 + Penalty 2949.442502 = -916281.869156
  nChanged 15
		SP:Iteration 79Q (43904.080000 sec): 3 clusters
  Score: Raw -919237.737023 + Penalty 2949.442502 = -916288.294521
  nChanged 14
		SP:Iteration 80F (43904.290000 sec): 3 clusters
  Score: Raw -919245.745086 + Penalty 2949.442502 = -916296.302585
  nChanged 15
		SP:Iteration 81Q (43904.550000 sec): 3 clusters
  Score: Raw -919254.394371 + Penalty 2949.442502 = -916304.951870
  nChanged 13
		SP:Iteration 82Q (43904.860000 sec): 3 clusters
  Score: Raw -919258.821331 + Penalty 2949.442502 = -916309.378830
  nChanged 4
		SP:Iteration 83Q (43905.090000 sec): 3 clusters
  Score: Raw -919260.569336 + Penalty 2949.442502 = -916311.126834
  nChanged 6
		SP:Iteration 84Q (43905.330000 sec): 3 clusters
  Score: Raw -919263.958011 + Penalty 2949.442502 = -916314.515509
  nChanged 5
		SP:Iteration 85Q (43905.540000 sec): 3 clusters
  Score: Raw -919265.817544 + Penalty 2949.442502 = -916316.375042
  nChanged 5
		SP:Iteration 86Q (43905.770000 sec): 3 clusters
  Score: Raw -919266.753279 + Penalty 2949.442502 = -916317.310777
  nChanged 3
		SP:Iteration 87Q (43905.970000 sec): 3 clusters
  Score: Raw -919267.671761 + Penalty 2949.442502 = -916318.229259
  nChanged 4
		SP:Iteration 88Q (43906.210000 sec): 3 clusters
  Score: Raw -919269.568378 + Penalty 2949.442502 = -916320.125876
  nChanged 4
		SP:Iteration 89Q (43906.470000 sec): 3 clusters
  Score: Raw -919270.853006 + Penalty 2949.442502 = -916321.410504
  nChanged 4
		SP:Iteration 90Q (43906.670000 sec): 3 clusters
  Score: Raw -919272.474098 + Penalty 2949.442502 = -916323.031596
  nChanged 2
		SP:Iteration 91Q (43906.910000 sec): 3 clusters
  Score: Raw -919273.421703 + Penalty 2949.442502 = -916323.979201
  nChanged 2
		SP:Iteration 92Q (43907.130000 sec): 3 clusters
  Score: Raw -919274.715507 + Penalty 2949.442502 = -916325.273006
  nChanged 3
		SP:Iteration 93Q (43907.350000 sec): 3 clusters
  Score: Raw -919275.918496 + Penalty 2949.442502 = -916326.475994
  nChanged 0
		SP:Iteration 94F (43907.620000 sec): 3 clusters
  Score: Raw -919275.918496 + Penalty 2949.442502 = -916326.475994
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43907.760000 sec): 2 clusters
  Score: Raw -658043.475756 + Penalty 1421.108728 = -656622.367028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43907.950000 sec): 3 clusters
  Score: Raw -654692.475886 + Penalty 2842.217457 = -651850.258429
  nChanged 2575
		SP:Iteration 1F (43908.170000 sec): 3 clusters
  Score: Raw -656097.965468 + Penalty 2842.217457 = -653255.748012
  nChanged 403
		SP:Iteration 2F (43908.360000 sec): 3 clusters
  Score: Raw -656277.811935 + Penalty 2842.217457 = -653435.594478
  nChanged 305
		SP:Iteration 3Q (43908.530000 sec): 3 clusters
  Score: Raw -656424.533259 + Penalty 2842.217457 = -653582.315802
  nChanged 277
		SP:Iteration 4Q (43908.690000 sec): 3 clusters
  Score: Raw -656594.787082 + Penalty 2842.217457 = -653752.569625
  nChanged 270
		SP:Iteration 5Q (43908.870000 sec): 3 clusters
  Score: Raw -656777.358729 + Penalty 2842.217457 = -653935.141272
  nChanged 308
		SP:Iteration 6Q (43909.040000 sec): 3 clusters
  Score: Raw -657003.421437 + Penalty 2842.217457 = -654161.203980
  nChanged 318
		SP:Iteration 7F (43909.210000 sec): 3 clusters
  Score: Raw -657213.478400 + Penalty 2842.217457 = -654371.260943
  nChanged 317
		SP:Iteration 8F (43909.450000 sec): 3 clusters
  Score: Raw -657448.148766 + Penalty 2842.217457 = -654605.931309
  nChanged 318
		SP:Iteration 9F (43909.630000 sec): 3 clusters
  Score: Raw -657651.239141 + Penalty 2842.217457 = -654809.021684
  nChanged 255
		SP:Iteration 10Q (43909.850000 sec): 3 clusters
  Score: Raw -657821.870254 + Penalty 2842.217457 = -654979.652797
  nChanged 227
		SP:Iteration 11Q (43910.070000 sec): 3 clusters
  Score: Raw -657986.751548 + Penalty 2842.217457 = -655144.534091
  nChanged 183
		SP:Iteration 12Q (43910.260000 sec): 3 clusters
  Score: Raw -658121.010696 + Penalty 2842.217457 = -655278.793239
  nChanged 132
		SP:Iteration 13Q (43910.460000 sec): 3 clusters
  Score: Raw -658214.239103 + Penalty 2842.217457 = -655372.021646
  nChanged 121
		SP:Iteration 14Q (43910.690000 sec): 3 clusters
  Score: Raw -658296.616016 + Penalty 2842.217457 = -655454.398559
  nChanged 97
		SP:Iteration 15Q (43910.900000 sec): 3 clusters
  Score: Raw -658352.489387 + Penalty 2842.217457 = -655510.271930
  nChanged 61
		SP:Iteration 16Q (43911.070000 sec): 3 clusters
  Score: Raw -658386.969923 + Penalty 2842.217457 = -655544.752466
  nChanged 49
		SP:Iteration 17Q (43911.250000 sec): 3 clusters
  Score: Raw -658416.563841 + Penalty 2842.217457 = -655574.346384
  nChanged 38
		SP:Iteration 18Q (43911.460000 sec): 3 clusters
  Score: Raw -658433.601125 + Penalty 2842.217457 = -655591.383668
  nChanged 34
		SP:Iteration 19Q (43911.650000 sec): 3 clusters
  Score: Raw -658450.627603 + Penalty 2842.217457 = -655608.410146
  nChanged 27
		SP:Iteration 20F (43911.820000 sec): 3 clusters
  Score: Raw -658462.549850 + Penalty 2842.217457 = -655620.332394
  nChanged 18
		SP:Iteration 21Q (43912.000000 sec): 3 clusters
  Score: Raw -658469.163644 + Penalty 2842.217457 = -655626.946187
  nChanged 20
		SP:Iteration 22Q (43912.170000 sec): 3 clusters
  Score: Raw -658475.902735 + Penalty 2842.217457 = -655633.685278
  nChanged 15
		SP:Iteration 23Q (43912.350000 sec): 3 clusters
  Score: Raw -658482.769900 + Penalty 2842.217457 = -655640.552443
  nChanged 14
		SP:Iteration 24Q (43912.550000 sec): 3 clusters
  Score: Raw -658488.719897 + Penalty 2842.217457 = -655646.502440
  nChanged 12
		SP:Iteration 25Q (43912.740000 sec): 3 clusters
  Score: Raw -658492.945225 + Penalty 2842.217457 = -655650.727768
  nChanged 8
		SP:Iteration 26Q (43912.960000 sec): 3 clusters
  Score: Raw -658496.146416 + Penalty 2842.217457 = -655653.928959
  nChanged 9
		SP:Iteration 27Q (43913.150000 sec): 3 clusters
  Score: Raw -658499.348009 + Penalty 2842.217457 = -655657.130552
  nChanged 5
		SP:Iteration 28Q (43913.390000 sec): 3 clusters
  Score: Raw -658500.989733 + Penalty 2842.217457 = -655658.772276
  nChanged 6
		SP:Iteration 29Q (43913.610000 sec): 3 clusters
  Score: Raw -658502.459378 + Penalty 2842.217457 = -655660.241921
  nChanged 0
		SP:Iteration 30F (43913.890000 sec): 3 clusters
  Score: Raw -658502.459378 + Penalty 2842.217457 = -655660.241921
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (16946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43914.040000 sec): 2 clusters
  Score: Raw -1544526.468822 + Penalty 1582.390403 = -1542944.078419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43914.280000 sec): 3 clusters
  Score: Raw -1534446.581709 + Penalty 3164.780806 = -1531281.800903
  nChanged 7593
		SP:Iteration 1F (43914.580000 sec): 3 clusters
  Score: Raw -1538628.133864 + Penalty 3164.780806 = -1535463.353057
  nChanged 1006
		SP:Iteration 2F (43914.890000 sec): 3 clusters
  Score: Raw -1539052.611431 + Penalty 3164.780806 = -1535887.830625
  nChanged 909
		SP:Iteration 3F (43915.220000 sec): 3 clusters
  Score: Raw -1539478.192193 + Penalty 3164.780806 = -1536313.411386
  nChanged 855
		SP:Iteration 4F (43915.530000 sec): 3 clusters
  Score: Raw -1539929.430671 + Penalty 3164.780806 = -1536764.649865
  nChanged 862
		SP:Iteration 5F (43915.780000 sec): 3 clusters
  Score: Raw -1540380.183834 + Penalty 3164.780806 = -1537215.403027
  nChanged 867
		SP:Iteration 6F (43916.050000 sec): 3 clusters
  Score: Raw -1540839.533283 + Penalty 3164.780806 = -1537674.752477
  nChanged 844
		SP:Iteration 7Q (43916.340000 sec): 3 clusters
  Score: Raw -1541280.255533 + Penalty 3164.780806 = -1538115.474727
  nChanged 815
		SP:Iteration 8Q (43916.630000 sec): 3 clusters
  Score: Raw -1541694.002575 + Penalty 3164.780806 = -1538529.221769
  nChanged 780
		SP:Iteration 9Q (43916.900000 sec): 3 clusters
  Score: Raw -1542118.749682 + Penalty 3164.780806 = -1538953.968876
  nChanged 734
		SP:Iteration 10Q (43917.180000 sec): 3 clusters
  Score: Raw -1542564.854457 + Penalty 3164.780806 = -1539400.073651
  nChanged 680
		SP:Iteration 11Q (43917.460000 sec): 3 clusters
  Score: Raw -1542975.871936 + Penalty 3164.780806 = -1539811.091130
  nChanged 637
		SP:Iteration 12Q (43917.820000 sec): 3 clusters
  Score: Raw -1543370.410049 + Penalty 3164.780806 = -1540205.629243
  nChanged 562
		SP:Iteration 13Q (43918.140000 sec): 3 clusters
  Score: Raw -1543691.958332 + Penalty 3164.780806 = -1540527.177525
  nChanged 455
		SP:Iteration 14Q (43918.470000 sec): 3 clusters
  Score: Raw -1543929.141833 + Penalty 3164.780806 = -1540764.361027
  nChanged 433
		SP:Iteration 15Q (43918.750000 sec): 3 clusters
  Score: Raw -1544167.208649 + Penalty 3164.780806 = -1541002.427843
  nChanged 391
		SP:Iteration 16Q (43919.080000 sec): 3 clusters
  Score: Raw -1544385.921976 + Penalty 3164.780806 = -1541221.141170
  nChanged 321
		SP:Iteration 17Q (43919.340000 sec): 3 clusters
  Score: Raw -1544544.172833 + Penalty 3164.780806 = -1541379.392026
  nChanged 268
		SP:Iteration 18Q (43919.600000 sec): 3 clusters
  Score: Raw -1544659.937130 + Penalty 3164.780806 = -1541495.156324
  nChanged 234
		SP:Iteration 19Q (43919.940000 sec): 3 clusters
  Score: Raw -1544750.121454 + Penalty 3164.780806 = -1541585.340648
  nChanged 193
		SP:Iteration 20F (43920.180000 sec): 3 clusters
  Score: Raw -1544815.397779 + Penalty 3164.780806 = -1541650.616972
  nChanged 178
		SP:Iteration 21Q (43920.460000 sec): 3 clusters
  Score: Raw -1544872.465171 + Penalty 3164.780806 = -1541707.684365
  nChanged 130
		SP:Iteration 22Q (43920.710000 sec): 3 clusters
  Score: Raw -1544906.734879 + Penalty 3164.780806 = -1541741.954072
  nChanged 102
		SP:Iteration 23Q (43920.980000 sec): 3 clusters
  Score: Raw -1544931.042441 + Penalty 3164.780806 = -1541766.261635
  nChanged 101
		SP:Iteration 24Q (43921.220000 sec): 3 clusters
  Score: Raw -1544955.447359 + Penalty 3164.780806 = -1541790.666553
  nChanged 93
		SP:Iteration 25Q (43921.560000 sec): 3 clusters
  Score: Raw -1544979.972185 + Penalty 3164.780806 = -1541815.191378
  nChanged 90
		SP:Iteration 26Q (43921.890000 sec): 3 clusters
  Score: Raw -1545002.549988 + Penalty 3164.780806 = -1541837.769181
  nChanged 89
		SP:Iteration 27Q (43922.130000 sec): 3 clusters
  Score: Raw -1545027.167461 + Penalty 3164.780806 = -1541862.386654
  nChanged 84
		SP:Iteration 28Q (43922.460000 sec): 3 clusters
  Score: Raw -1545049.187411 + Penalty 3164.780806 = -1541884.406605
  nChanged 83
		SP:Iteration 29Q (43922.760000 sec): 3 clusters
  Score: Raw -1545073.848617 + Penalty 3164.780806 = -1541909.067811
  nChanged 96
		SP:Iteration 30Q (43923.070000 sec): 3 clusters
  Score: Raw -1545098.524358 + Penalty 3164.780806 = -1541933.743551
  nChanged 80
		SP:Iteration 31Q (43923.340000 sec): 3 clusters
  Score: Raw -1545116.978471 + Penalty 3164.780806 = -1541952.197665
  nChanged 79
		SP:Iteration 32Q (43923.650000 sec): 3 clusters
  Score: Raw -1545136.602137 + Penalty 3164.780806 = -1541971.821331
  nChanged 78
		SP:Iteration 33Q (43923.900000 sec): 3 clusters
  Score: Raw -1545158.668919 + Penalty 3164.780806 = -1541993.888113
  nChanged 65
		SP:Iteration 34Q (43924.190000 sec): 3 clusters
  Score: Raw -1545178.331227 + Penalty 3164.780806 = -1542013.550420
  nChanged 71
		SP:Iteration 35Q (43924.480000 sec): 3 clusters
  Score: Raw -1545195.843004 + Penalty 3164.780806 = -1542031.062197
  nChanged 55
		SP:Iteration 36Q (43924.830000 sec): 3 clusters
  Score: Raw -1545207.437855 + Penalty 3164.780806 = -1542042.657048
  nChanged 56
		SP:Iteration 37Q (43925.100000 sec): 3 clusters
  Score: Raw -1545220.959606 + Penalty 3164.780806 = -1542056.178800
  nChanged 56
		SP:Iteration 38Q (43925.350000 sec): 3 clusters
  Score: Raw -1545232.782710 + Penalty 3164.780806 = -1542068.001903
  nChanged 47
		SP:Iteration 39Q (43925.620000 sec): 3 clusters
  Score: Raw -1545243.422136 + Penalty 3164.780806 = -1542078.641329
  nChanged 41
		SP:Iteration 40F (43925.860000 sec): 3 clusters
  Score: Raw -1545253.672621 + Penalty 3164.780806 = -1542088.891814
  nChanged 40
		SP:Iteration 41Q (43926.140000 sec): 3 clusters
  Score: Raw -1545263.159962 + Penalty 3164.780806 = -1542098.379155
  nChanged 35
		SP:Iteration 42Q (43926.440000 sec): 3 clusters
  Score: Raw -1545271.273012 + Penalty 3164.780806 = -1542106.492205
  nChanged 27
		SP:Iteration 43Q (43926.830000 sec): 3 clusters
  Score: Raw -1545276.698468 + Penalty 3164.780806 = -1542111.917661
  nChanged 30
		SP:Iteration 44Q (43927.150000 sec): 3 clusters
  Score: Raw -1545285.399132 + Penalty 3164.780806 = -1542120.618326
  nChanged 38
		SP:Iteration 45Q (43927.470000 sec): 3 clusters
  Score: Raw -1545293.517187 + Penalty 3164.780806 = -1542128.736380
  nChanged 27
		SP:Iteration 46Q (43927.740000 sec): 3 clusters
  Score: Raw -1545299.860795 + Penalty 3164.780806 = -1542135.079988
  nChanged 27
		SP:Iteration 47Q (43928.080000 sec): 3 clusters
  Score: Raw -1545307.072377 + Penalty 3164.780806 = -1542142.291570
  nChanged 32
		SP:Iteration 48Q (43928.330000 sec): 3 clusters
  Score: Raw -1545313.919912 + Penalty 3164.780806 = -1542149.139106
  nChanged 27
		SP:Iteration 49Q (43928.670000 sec): 3 clusters
  Score: Raw -1545318.737605 + Penalty 3164.780806 = -1542153.956799
  nChanged 16
		SP:Iteration 50Q (43928.950000 sec): 3 clusters
  Score: Raw -1545322.144878 + Penalty 3164.780806 = -1542157.364071
  nChanged 16
		SP:Iteration 51Q (43929.230000 sec): 3 clusters
  Score: Raw -1545324.928113 + Penalty 3164.780806 = -1542160.147307
  nChanged 11
		SP:Iteration 52Q (43929.500000 sec): 3 clusters
  Score: Raw -1545327.036482 + Penalty 3164.780806 = -1542162.255676
  nChanged 14
		SP:Iteration 53Q (43929.760000 sec): 3 clusters
  Score: Raw -1545329.642700 + Penalty 3164.780806 = -1542164.861894
  nChanged 14
		SP:Iteration 54Q (43930.050000 sec): 3 clusters
  Score: Raw -1545332.368103 + Penalty 3164.780806 = -1542167.587297
  nChanged 15
		SP:Iteration 55Q (43930.300000 sec): 3 clusters
  Score: Raw -1545335.802321 + Penalty 3164.780806 = -1542171.021515
  nChanged 14
		SP:Iteration 56Q (43930.600000 sec): 3 clusters
  Score: Raw -1545338.656694 + Penalty 3164.780806 = -1542173.875887
  nChanged 18
		SP:Iteration 57Q (43930.930000 sec): 3 clusters
  Score: Raw -1545342.233632 + Penalty 3164.780806 = -1542177.452825
  nChanged 13
		SP:Iteration 58Q (43931.200000 sec): 3 clusters
  Score: Raw -1545344.987723 + Penalty 3164.780806 = -1542180.206916
  nChanged 12
		SP:Iteration 59Q (43931.420000 sec): 3 clusters
  Score: Raw -1545347.643441 + Penalty 3164.780806 = -1542182.862635
  nChanged 15
		SP:Iteration 60F (43931.670000 sec): 3 clusters
  Score: Raw -1545350.009378 + Penalty 3164.780806 = -1542185.228572
  nChanged 8
		SP:Iteration 61Q (43931.950000 sec): 3 clusters
  Score: Raw -1545351.289681 + Penalty 3164.780806 = -1542186.508874
  nChanged 10
		SP:Iteration 62Q (43932.230000 sec): 3 clusters
  Score: Raw -1545352.966471 + Penalty 3164.780806 = -1542188.185665
  nChanged 7
		SP:Iteration 63Q (43932.540000 sec): 3 clusters
  Score: Raw -1545354.164385 + Penalty 3164.780806 = -1542189.383578
  nChanged 10
		SP:Iteration 64Q (43932.810000 sec): 3 clusters
  Score: Raw -1545356.274156 + Penalty 3164.780806 = -1542191.493349
  nChanged 13
		SP:Iteration 65Q (43933.090000 sec): 3 clusters
  Score: Raw -1545358.161114 + Penalty 3164.780806 = -1542193.380308
  nChanged 4
		SP:Iteration 66Q (43933.400000 sec): 3 clusters
  Score: Raw -1545358.858797 + Penalty 3164.780806 = -1542194.077990
  nChanged 2
		SP:Iteration 67Q (43933.710000 sec): 3 clusters
  Score: Raw -1545359.091089 + Penalty 3164.780806 = -1542194.310283
  nChanged 0
		SP:Iteration 68F (43934.080000 sec): 3 clusters
  Score: Raw -1545359.091089 + Penalty 3164.780806 = -1542194.310283
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43934.140000 sec): 2 clusters
  Score: Raw -488992.590391 + Penalty 1387.452885 = -487605.137506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43934.280000 sec): 3 clusters
  Score: Raw -486324.822596 + Penalty 2774.905769 = -483549.916827
  nChanged 2097
		SP:Iteration 1F (43934.430000 sec): 3 clusters
  Score: Raw -487661.522738 + Penalty 2774.905769 = -484886.616968
  nChanged 450
		SP:Iteration 2F (43934.570000 sec): 3 clusters
  Score: Raw -487989.782127 + Penalty 2774.905769 = -485214.876358
  nChanged 338
		SP:Iteration 3F (43934.720000 sec): 3 clusters
  Score: Raw -488197.714237 + Penalty 2774.905769 = -485422.808468
  nChanged 223
		SP:Iteration 4Q (43934.860000 sec): 3 clusters
  Score: Raw -488321.665419 + Penalty 2774.905769 = -485546.759649
  nChanged 185
		SP:Iteration 5Q (43935.000000 sec): 3 clusters
  Score: Raw -488417.489468 + Penalty 2774.905769 = -485642.583699
  nChanged 153
		SP:Iteration 6Q (43935.140000 sec): 3 clusters
  Score: Raw -488484.063082 + Penalty 2774.905769 = -485709.157312
  nChanged 116
		SP:Iteration 7Q (43935.290000 sec): 3 clusters
  Score: Raw -488521.626448 + Penalty 2774.905769 = -485746.720679
  nChanged 77
		SP:Iteration 8Q (43935.430000 sec): 3 clusters
  Score: Raw -488547.471615 + Penalty 2774.905769 = -485772.565846
  nChanged 68
		SP:Iteration 9Q (43935.570000 sec): 3 clusters
  Score: Raw -488571.403829 + Penalty 2774.905769 = -485796.498060
  nChanged 73
		SP:Iteration 10Q (43935.720000 sec): 3 clusters
  Score: Raw -488593.898070 + Penalty 2774.905769 = -485818.992301
  nChanged 72
		SP:Iteration 11Q (43935.860000 sec): 3 clusters
  Score: Raw -488617.445222 + Penalty 2774.905769 = -485842.539452
  nChanged 62
		SP:Iteration 12Q (43936.000000 sec): 3 clusters
  Score: Raw -488635.013300 + Penalty 2774.905769 = -485860.107531
  nChanged 46
		SP:Iteration 13Q (43936.190000 sec): 3 clusters
  Score: Raw -488647.513433 + Penalty 2774.905769 = -485872.607664
  nChanged 57
		SP:Iteration 14Q (43936.340000 sec): 3 clusters
  Score: Raw -488664.941600 + Penalty 2774.905769 = -485890.035830
  nChanged 48
		SP:Iteration 15Q (43936.460000 sec): 3 clusters
  Score: Raw -488679.428444 + Penalty 2774.905769 = -485904.522675
  nChanged 31
		SP:Iteration 16Q (43936.610000 sec): 3 clusters
  Score: Raw -488687.359933 + Penalty 2774.905769 = -485912.454164
  nChanged 30
		SP:Iteration 17Q (43936.750000 sec): 3 clusters
  Score: Raw -488693.297921 + Penalty 2774.905769 = -485918.392152
  nChanged 22
		SP:Iteration 18Q (43936.890000 sec): 3 clusters
  Score: Raw -488698.008978 + Penalty 2774.905769 = -485923.103209
  nChanged 22
		SP:Iteration 19Q (43937.040000 sec): 3 clusters
  Score: Raw -488704.832439 + Penalty 2774.905769 = -485929.926670
  nChanged 29
		SP:Iteration 20F (43937.180000 sec): 3 clusters
  Score: Raw -488711.395657 + Penalty 2774.905769 = -485936.489887
  nChanged 22
		SP:Iteration 21Q (43937.320000 sec): 3 clusters
  Score: Raw -488715.676316 + Penalty 2774.905769 = -485940.770547
  nChanged 16
		SP:Iteration 22Q (43937.460000 sec): 3 clusters
  Score: Raw -488719.188513 + Penalty 2774.905769 = -485944.282744
  nChanged 18
		SP:Iteration 23Q (43937.600000 sec): 3 clusters
  Score: Raw -488724.050724 + Penalty 2774.905769 = -485949.144954
  nChanged 19
		SP:Iteration 24Q (43937.750000 sec): 3 clusters
  Score: Raw -488727.874930 + Penalty 2774.905769 = -485952.969160
  nChanged 17
		SP:Iteration 25Q (43937.890000 sec): 3 clusters
  Score: Raw -488731.984370 + Penalty 2774.905769 = -485957.078601
  nChanged 20
		SP:Iteration 26Q (43938.030000 sec): 3 clusters
  Score: Raw -488736.295960 + Penalty 2774.905769 = -485961.390191
  nChanged 23
		SP:Iteration 27Q (43938.180000 sec): 3 clusters
  Score: Raw -488742.788316 + Penalty 2774.905769 = -485967.882547
  nChanged 20
		SP:Iteration 28Q (43938.320000 sec): 3 clusters
  Score: Raw -488747.621903 + Penalty 2774.905769 = -485972.716134
  nChanged 21
		SP:Iteration 29Q (43938.460000 sec): 3 clusters
  Score: Raw -488752.749610 + Penalty 2774.905769 = -485977.843840
  nChanged 25
		SP:Iteration 30Q (43938.600000 sec): 3 clusters
  Score: Raw -488760.937471 + Penalty 2774.905769 = -485986.031702
  nChanged 33
		SP:Iteration 31Q (43938.750000 sec): 3 clusters
  Score: Raw -488767.452288 + Penalty 2774.905769 = -485992.546518
  nChanged 19
		SP:Iteration 32Q (43938.890000 sec): 3 clusters
  Score: Raw -488770.804267 + Penalty 2774.905769 = -485995.898498
  nChanged 13
		SP:Iteration 33Q (43939.030000 sec): 3 clusters
  Score: Raw -488773.264007 + Penalty 2774.905769 = -485998.358238
  nChanged 5
		SP:Iteration 34Q (43939.180000 sec): 3 clusters
  Score: Raw -488773.895106 + Penalty 2774.905769 = -485998.989337
  nChanged 7
		SP:Iteration 35Q (43939.320000 sec): 3 clusters
  Score: Raw -488775.886227 + Penalty 2774.905769 = -486000.980457
  nChanged 14
		SP:Iteration 36Q (43939.460000 sec): 3 clusters
  Score: Raw -488779.602715 + Penalty 2774.905769 = -486004.696945
  nChanged 19
		SP:Iteration 37Q (43939.600000 sec): 3 clusters
  Score: Raw -488786.362457 + Penalty 2774.905769 = -486011.456688
  nChanged 27
		SP:Iteration 38Q (43939.740000 sec): 3 clusters
  Score: Raw -488793.640530 + Penalty 2774.905769 = -486018.734761
  nChanged 29
		SP:Iteration 39Q (43939.880000 sec): 3 clusters
  Score: Raw -488800.845972 + Penalty 2774.905769 = -486025.940203
  nChanged 24
		SP:Iteration 40F (43940.030000 sec): 3 clusters
  Score: Raw -488808.860371 + Penalty 2774.905769 = -486033.954601
  nChanged 29
		SP:Iteration 41Q (43940.170000 sec): 3 clusters
  Score: Raw -488818.058086 + Penalty 2774.905769 = -486043.152317
  nChanged 30
		SP:Iteration 42Q (43940.310000 sec): 3 clusters
  Score: Raw -488826.873081 + Penalty 2774.905769 = -486051.967312
  nChanged 26
		SP:Iteration 43Q (43940.460000 sec): 3 clusters
  Score: Raw -488834.037723 + Penalty 2774.905769 = -486059.131954
  nChanged 21
		SP:Iteration 44Q (43940.600000 sec): 3 clusters
  Score: Raw -488838.429650 + Penalty 2774.905769 = -486063.523881
  nChanged 9
		SP:Iteration 45Q (43940.740000 sec): 3 clusters
  Score: Raw -488840.090850 + Penalty 2774.905769 = -486065.185080
  nChanged 7
		SP:Iteration 46Q (43940.880000 sec): 3 clusters
  Score: Raw -488841.537621 + Penalty 2774.905769 = -486066.631852
  nChanged 8
		SP:Iteration 47Q (43941.020000 sec): 3 clusters
  Score: Raw -488843.528295 + Penalty 2774.905769 = -486068.622526
  nChanged 11
		SP:Iteration 48Q (43941.170000 sec): 3 clusters
  Score: Raw -488845.878948 + Penalty 2774.905769 = -486070.973179
  nChanged 9
		SP:Iteration 49Q (43941.330000 sec): 3 clusters
  Score: Raw -488848.009386 + Penalty 2774.905769 = -486073.103617
  nChanged 7
		SP:Iteration 50Q (43941.490000 sec): 3 clusters
  Score: Raw -488850.032887 + Penalty 2774.905769 = -486075.127117
  nChanged 16
		SP:Iteration 51Q (43941.630000 sec): 3 clusters
  Score: Raw -488854.319689 + Penalty 2774.905769 = -486079.413920
  nChanged 18
		SP:Iteration 52Q (43941.780000 sec): 3 clusters
  Score: Raw -488861.149999 + Penalty 2774.905769 = -486086.244230
  nChanged 21
		SP:Iteration 53Q (43941.920000 sec): 3 clusters
  Score: Raw -488868.571765 + Penalty 2774.905769 = -486093.665996
  nChanged 16
		SP:Iteration 54Q (43942.060000 sec): 3 clusters
  Score: Raw -488872.743333 + Penalty 2774.905769 = -486097.837563
  nChanged 15
		SP:Iteration 55Q (43942.210000 sec): 3 clusters
  Score: Raw -488876.530783 + Penalty 2774.905769 = -486101.625013
  nChanged 14
		SP:Iteration 56Q (43942.350000 sec): 3 clusters
  Score: Raw -488880.519050 + Penalty 2774.905769 = -486105.613281
  nChanged 15
		SP:Iteration 57Q (43942.500000 sec): 3 clusters
  Score: Raw -488884.543087 + Penalty 2774.905769 = -486109.637317
  nChanged 17
		SP:Iteration 58Q (43942.640000 sec): 3 clusters
  Score: Raw -488888.910314 + Penalty 2774.905769 = -486114.004545
  nChanged 25
		SP:Iteration 59Q (43942.780000 sec): 3 clusters
  Score: Raw -488897.500542 + Penalty 2774.905769 = -486122.594772
  nChanged 29
		SP:Iteration 60F (43942.970000 sec): 3 clusters
  Score: Raw -488906.076969 + Penalty 2774.905769 = -486131.171200
  nChanged 24
		SP:Iteration 61Q (43943.130000 sec): 3 clusters
  Score: Raw -488913.722727 + Penalty 2774.905769 = -486138.816957
  nChanged 30
		SP:Iteration 62Q (43943.280000 sec): 3 clusters
  Score: Raw -488920.689933 + Penalty 2774.905769 = -486145.784164
  nChanged 24
		SP:Iteration 63Q (43943.440000 sec): 3 clusters
  Score: Raw -488928.107859 + Penalty 2774.905769 = -486153.202090
  nChanged 28
		SP:Iteration 64Q (43943.610000 sec): 3 clusters
  Score: Raw -488936.674857 + Penalty 2774.905769 = -486161.769088
  nChanged 28
		SP:Iteration 65Q (43943.820000 sec): 3 clusters
  Score: Raw -488944.421215 + Penalty 2774.905769 = -486169.515446
  nChanged 32
		SP:Iteration 66Q (43944.010000 sec): 3 clusters
  Score: Raw -488953.130029 + Penalty 2774.905769 = -486178.224260
  nChanged 26
		SP:Iteration 67Q (43944.220000 sec): 3 clusters
  Score: Raw -488959.346234 + Penalty 2774.905769 = -486184.440464
  nChanged 24
		SP:Iteration 68Q (43944.380000 sec): 3 clusters
  Score: Raw -488965.727760 + Penalty 2774.905769 = -486190.821991
  nChanged 27
		SP:Iteration 69Q (43944.560000 sec): 3 clusters
  Score: Raw -488973.025993 + Penalty 2774.905769 = -486198.120223
  nChanged 19
		SP:Iteration 70Q (43944.740000 sec): 3 clusters
  Score: Raw -488979.591046 + Penalty 2774.905769 = -486204.685276
  nChanged 23
		SP:Iteration 71Q (43944.940000 sec): 3 clusters
  Score: Raw -488988.984622 + Penalty 2774.905769 = -486214.078853
  nChanged 22
		SP:Iteration 72Q (43945.120000 sec): 3 clusters
  Score: Raw -488995.976884 + Penalty 2774.905769 = -486221.071114
  nChanged 19
		SP:Iteration 73Q (43945.300000 sec): 3 clusters
  Score: Raw -489002.113575 + Penalty 2774.905769 = -486227.207806
  nChanged 13
		SP:Iteration 74Q (43945.490000 sec): 3 clusters
  Score: Raw -489004.775967 + Penalty 2774.905769 = -486229.870197
  nChanged 13
		SP:Iteration 75Q (43945.650000 sec): 3 clusters
  Score: Raw -489009.121964 + Penalty 2774.905769 = -486234.216195
  nChanged 17
		SP:Iteration 76Q (43945.800000 sec): 3 clusters
  Score: Raw -489013.731198 + Penalty 2774.905769 = -486238.825429
  nChanged 19
		SP:Iteration 77Q (43946.010000 sec): 3 clusters
  Score: Raw -489020.700565 + Penalty 2774.905769 = -486245.794796
  nChanged 29
		SP:Iteration 78Q (43946.190000 sec): 3 clusters
  Score: Raw -489031.427437 + Penalty 2774.905769 = -486256.521667
  nChanged 28
		SP:Iteration 79Q (43946.380000 sec): 3 clusters
  Score: Raw -489040.260450 + Penalty 2774.905769 = -486265.354680
  nChanged 23
		SP:Iteration 80F (43946.560000 sec): 3 clusters
  Score: Raw -489048.798847 + Penalty 2774.905769 = -486273.893077
  nChanged 30
		SP:Iteration 81Q (43946.760000 sec): 3 clusters
  Score: Raw -489061.618841 + Penalty 2774.905769 = -486286.713072
  nChanged 30
		SP:Iteration 82Q (43947.000000 sec): 3 clusters
  Score: Raw -489072.679388 + Penalty 2774.905769 = -486297.773619
  nChanged 27
		SP:Iteration 83Q (43947.200000 sec): 3 clusters
  Score: Raw -489082.097696 + Penalty 2774.905769 = -486307.191926
  nChanged 22
		SP:Iteration 84Q (43947.500000 sec): 3 clusters
  Score: Raw -489087.069309 + Penalty 2774.905769 = -486312.163540
  nChanged 17
		SP:Iteration 85Q (43947.720000 sec): 3 clusters
  Score: Raw -489090.335411 + Penalty 2774.905769 = -486315.429641
  nChanged 13
		SP:Iteration 86Q (43947.970000 sec): 3 clusters
  Score: Raw -489093.640288 + Penalty 2774.905769 = -486318.734519
  nChanged 18
		SP:Iteration 87Q (43948.170000 sec): 3 clusters
  Score: Raw -489098.638297 + Penalty 2774.905769 = -486323.732528
  nChanged 20
		SP:Iteration 88Q (43948.340000 sec): 3 clusters
  Score: Raw -489104.496738 + Penalty 2774.905769 = -486329.590969
  nChanged 19
		SP:Iteration 89Q (43948.580000 sec): 3 clusters
  Score: Raw -489109.512025 + Penalty 2774.905769 = -486334.606256
  nChanged 11
		SP:Iteration 90Q (43948.710000 sec): 3 clusters
  Score: Raw -489112.787711 + Penalty 2774.905769 = -486337.881942
  nChanged 10
		SP:Iteration 91Q (43948.900000 sec): 3 clusters
  Score: Raw -489115.154307 + Penalty 2774.905769 = -486340.248538
  nChanged 6
		SP:Iteration 92Q (43949.090000 sec): 3 clusters
  Score: Raw -489116.503830 + Penalty 2774.905769 = -486341.598060
  nChanged 7
		SP:Iteration 93Q (43949.310000 sec): 3 clusters
  Score: Raw -489119.527024 + Penalty 2774.905769 = -486344.621254
  nChanged 11
		SP:Iteration 94Q (43949.550000 sec): 3 clusters
  Score: Raw -489123.193894 + Penalty 2774.905769 = -486348.288125
  nChanged 8
		SP:Iteration 95Q (43949.710000 sec): 3 clusters
  Score: Raw -489125.903279 + Penalty 2774.905769 = -486350.997510
  nChanged 7
		SP:Iteration 96Q (43949.860000 sec): 3 clusters
  Score: Raw -489127.989069 + Penalty 2774.905769 = -486353.083300
  nChanged 6
		SP:Iteration 97Q (43950.070000 sec): 3 clusters
  Score: Raw -489130.901216 + Penalty 2774.905769 = -486355.995446
  nChanged 8
		SP:Iteration 98Q (43950.230000 sec): 3 clusters
  Score: Raw -489132.833596 + Penalty 2774.905769 = -486357.927827
  nChanged 5
		SP:Iteration 99Q (43950.410000 sec): 3 clusters
  Score: Raw -489133.870643 + Penalty 2774.905769 = -486358.964874
  nChanged 3
		SP:Iteration 100F (43950.580000 sec): 3 clusters
  Score: Raw -489134.120054 + Penalty 2774.905769 = -486359.214284
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43950.680000 sec): 2 clusters
  Score: Raw -159924.980758 + Penalty 1206.135726 = -158718.845032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43950.900000 sec): 3 clusters
  Score: Raw -159235.283194 + Penalty 2412.271453 = -156823.011742
  nChanged 577
		SP:Iteration 1F (43951.080000 sec): 3 clusters
  Score: Raw -159588.619619 + Penalty 2412.271453 = -157176.348166
  nChanged 132
		SP:Iteration 2F (43951.260000 sec): 3 clusters
  Score: Raw -159709.667720 + Penalty 2412.271453 = -157297.396267
  nChanged 99
		SP:Iteration 3F (43951.390000 sec): 3 clusters
  Score: Raw -159799.457533 + Penalty 2412.271453 = -157387.186080
  nChanged 75
		SP:Iteration 4Q (43951.540000 sec): 3 clusters
  Score: Raw -159864.443218 + Penalty 2412.271453 = -157452.171766
  nChanged 52
		SP:Iteration 5Q (43951.630000 sec): 3 clusters
  Score: Raw -159927.718450 + Penalty 2412.271453 = -157515.446998
  nChanged 71
		SP:Iteration 6Q (43951.780000 sec): 3 clusters
  Score: Raw -160012.768096 + Penalty 2412.271453 = -157600.496643
  nChanged 74
		SP:Iteration 7Q (43951.920000 sec): 3 clusters
  Score: Raw -160097.895850 + Penalty 2412.271453 = -157685.624397
  nChanged 64
		SP:Iteration 8Q (43952.060000 sec): 3 clusters
  Score: Raw -160172.775830 + Penalty 2412.271453 = -157760.504377
  nChanged 59
		SP:Iteration 9Q (43952.200000 sec): 3 clusters
  Score: Raw -160232.998220 + Penalty 2412.271453 = -157820.726767
  nChanged 50
		SP:Iteration 10Q (43952.380000 sec): 3 clusters
  Score: Raw -160280.124614 + Penalty 2412.271453 = -157867.853161
  nChanged 47
		SP:Iteration 11Q (43952.510000 sec): 3 clusters
  Score: Raw -160324.537746 + Penalty 2412.271453 = -157912.266293
  nChanged 46
		SP:Iteration 12Q (43952.700000 sec): 3 clusters
  Score: Raw -160366.876226 + Penalty 2412.271453 = -157954.604773
  nChanged 38
		SP:Iteration 13Q (43952.840000 sec): 3 clusters
  Score: Raw -160394.237638 + Penalty 2412.271453 = -157981.966185
  nChanged 23
		SP:Iteration 14Q (43952.980000 sec): 3 clusters
  Score: Raw -160409.733421 + Penalty 2412.271453 = -157997.461968
  nChanged 15
		SP:Iteration 15Q (43953.120000 sec): 3 clusters
  Score: Raw -160419.843082 + Penalty 2412.271453 = -158007.571629
  nChanged 12
		SP:Iteration 16Q (43953.260000 sec): 3 clusters
  Score: Raw -160427.243238 + Penalty 2412.271453 = -158014.971785
  nChanged 8
		SP:Iteration 17Q (43953.400000 sec): 3 clusters
  Score: Raw -160432.042614 + Penalty 2412.271453 = -158019.771161
  nChanged 4
		SP:Iteration 18Q (43953.550000 sec): 3 clusters
  Score: Raw -160434.777186 + Penalty 2412.271453 = -158022.505734
  nChanged 4
		SP:Iteration 19Q (43953.690000 sec): 3 clusters
  Score: Raw -160438.122982 + Penalty 2412.271453 = -158025.851529
  nChanged 3
		SP:Iteration 20F (43953.790000 sec): 3 clusters
  Score: Raw -160441.103356 + Penalty 2412.271453 = -158028.831903
  nChanged 3
		SP:Iteration 21Q (43953.940000 sec): 3 clusters
  Score: Raw -160444.230062 + Penalty 2412.271453 = -158031.958609
  nChanged 3
		SP:Iteration 22Q (43954.120000 sec): 3 clusters
  Score: Raw -160445.622361 + Penalty 2412.271453 = -158033.350908
  nChanged 3
		SP:Iteration 23Q (43954.300000 sec): 3 clusters
  Score: Raw -160447.264497 + Penalty 2412.271453 = -158034.993044
  nChanged 5
		SP:Iteration 24Q (43954.470000 sec): 3 clusters
  Score: Raw -160449.937416 + Penalty 2412.271453 = -158037.665964
  nChanged 4
		SP:Iteration 25Q (43954.610000 sec): 3 clusters
  Score: Raw -160453.196296 + Penalty 2412.271453 = -158040.924843
  nChanged 4
		SP:Iteration 26Q (43954.760000 sec): 3 clusters
  Score: Raw -160455.032425 + Penalty 2412.271453 = -158042.760972
  nChanged 3
		SP:Iteration 27Q (43954.900000 sec): 3 clusters
  Score: Raw -160457.013318 + Penalty 2412.271453 = -158044.741866
  nChanged 1
		SP:Iteration 28Q (43955.040000 sec): 3 clusters
  Score: Raw -160457.584776 + Penalty 2412.271453 = -158045.313324
  nChanged 2
		SP:Iteration 29Q (43955.140000 sec): 3 clusters
  Score: Raw -160458.376985 + Penalty 2412.271453 = -158046.105532
  nChanged 1
		SP:Iteration 30Q (43955.280000 sec): 3 clusters
  Score: Raw -160458.803131 + Penalty 2412.271453 = -158046.531678
  nChanged 1
		SP:Iteration 31Q (43955.420000 sec): 3 clusters
  Score: Raw -160459.833019 + Penalty 2412.271453 = -158047.561566
  nChanged 1
		SP:Iteration 32Q (43955.520000 sec): 3 clusters
  Score: Raw -160460.822639 + Penalty 2412.271453 = -158048.551186
  nChanged 3
		SP:Iteration 33Q (43955.660000 sec): 3 clusters
  Score: Raw -160462.380571 + Penalty 2412.271453 = -158050.109118
  nChanged 0
		SP:Iteration 34F (43955.810000 sec): 3 clusters
  Score: Raw -160462.380571 + Penalty 2412.271453 = -158050.109118
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43955.890000 sec): 2 clusters
  Score: Raw -252670.311184 + Penalty 1260.520811 = -251409.790374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43956.100000 sec): 3 clusters
  Score: Raw -251618.980295 + Penalty 2521.041621 = -249097.938673
  nChanged 834
		SP:Iteration 1F (43956.240000 sec): 3 clusters
  Score: Raw -252108.826329 + Penalty 2521.041621 = -249587.784708
  nChanged 183
		SP:Iteration 2F (43956.430000 sec): 3 clusters
  Score: Raw -252221.844462 + Penalty 2521.041621 = -249700.802841
  nChanged 100
		SP:Iteration 3Q (43956.610000 sec): 3 clusters
  Score: Raw -252280.678475 + Penalty 2521.041621 = -249759.636854
  nChanged 66
		SP:Iteration 4Q (43956.700000 sec): 3 clusters
  Score: Raw -252314.268920 + Penalty 2521.041621 = -249793.227299
  nChanged 57
		SP:Iteration 5Q (43956.850000 sec): 3 clusters
  Score: Raw -252345.955121 + Penalty 2521.041621 = -249824.913500
  nChanged 43
		SP:Iteration 6Q (43956.990000 sec): 3 clusters
  Score: Raw -252366.030430 + Penalty 2521.041621 = -249844.988809
  nChanged 37
		SP:Iteration 7Q (43957.090000 sec): 3 clusters
  Score: Raw -252382.830223 + Penalty 2521.041621 = -249861.788602
  nChanged 34
		SP:Iteration 8Q (43957.230000 sec): 3 clusters
  Score: Raw -252396.911668 + Penalty 2521.041621 = -249875.870047
  nChanged 24
		SP:Iteration 9Q (43957.380000 sec): 3 clusters
  Score: Raw -252410.779186 + Penalty 2521.041621 = -249889.737565
  nChanged 30
		SP:Iteration 10Q (43957.470000 sec): 3 clusters
  Score: Raw -252428.930516 + Penalty 2521.041621 = -249907.888895
  nChanged 29
		SP:Iteration 11Q (43957.620000 sec): 3 clusters
  Score: Raw -252447.911510 + Penalty 2521.041621 = -249926.869889
  nChanged 33
		SP:Iteration 12Q (43957.760000 sec): 3 clusters
  Score: Raw -252466.680531 + Penalty 2521.041621 = -249945.638910
  nChanged 26
		SP:Iteration 13Q (43957.900000 sec): 3 clusters
  Score: Raw -252480.247819 + Penalty 2521.041621 = -249959.206197
  nChanged 24
		SP:Iteration 14Q (43958.000000 sec): 3 clusters
  Score: Raw -252493.726079 + Penalty 2521.041621 = -249972.684457
  nChanged 23
		SP:Iteration 15Q (43958.140000 sec): 3 clusters
  Score: Raw -252505.737552 + Penalty 2521.041621 = -249984.695931
  nChanged 30
		SP:Iteration 16Q (43958.290000 sec): 3 clusters
  Score: Raw -252521.064870 + Penalty 2521.041621 = -250000.023249
  nChanged 45
		SP:Iteration 17Q (43958.380000 sec): 3 clusters
  Score: Raw -252544.566845 + Penalty 2521.041621 = -250023.525224
  nChanged 37
		SP:Iteration 18Q (43958.520000 sec): 3 clusters
  Score: Raw -252569.289764 + Penalty 2521.041621 = -250048.248143
  nChanged 44
		SP:Iteration 19Q (43958.670000 sec): 3 clusters
  Score: Raw -252612.163088 + Penalty 2521.041621 = -250091.121466
  nChanged 65
		SP:Iteration 20F (43958.810000 sec): 3 clusters
  Score: Raw -252677.368184 + Penalty 2521.041621 = -250156.326563
  nChanged 63
		SP:Iteration 21Q (43958.900000 sec): 3 clusters
  Score: Raw -252732.499299 + Penalty 2521.041621 = -250211.457677
  nChanged 67
		SP:Iteration 22Q (43959.050000 sec): 3 clusters
  Score: Raw -252788.579017 + Penalty 2521.041621 = -250267.537395
  nChanged 59
		SP:Iteration 23Q (43959.190000 sec): 3 clusters
  Score: Raw -252823.512939 + Penalty 2521.041621 = -250302.471318
  nChanged 43
		SP:Iteration 24Q (43959.300000 sec): 3 clusters
  Score: Raw -252851.178874 + Penalty 2521.041621 = -250330.137253
  nChanged 37
		SP:Iteration 25Q (43959.450000 sec): 3 clusters
  Score: Raw -252873.035969 + Penalty 2521.041621 = -250351.994348
  nChanged 27
		SP:Iteration 26Q (43959.590000 sec): 3 clusters
  Score: Raw -252888.144102 + Penalty 2521.041621 = -250367.102481
  nChanged 34
		SP:Iteration 27Q (43959.690000 sec): 3 clusters
  Score: Raw -252907.761025 + Penalty 2521.041621 = -250386.719404
  nChanged 26
		SP:Iteration 28Q (43959.830000 sec): 3 clusters
  Score: Raw -252920.134360 + Penalty 2521.041621 = -250399.092739
  nChanged 17
		SP:Iteration 29Q (43959.970000 sec): 3 clusters
  Score: Raw -252929.590713 + Penalty 2521.041621 = -250408.549092
  nChanged 21
		SP:Iteration 30Q (43960.120000 sec): 3 clusters
  Score: Raw -252939.787549 + Penalty 2521.041621 = -250418.745928
  nChanged 18
		SP:Iteration 31Q (43960.210000 sec): 3 clusters
  Score: Raw -252947.370768 + Penalty 2521.041621 = -250426.329147
  nChanged 13
		SP:Iteration 32Q (43960.360000 sec): 3 clusters
  Score: Raw -252952.829098 + Penalty 2521.041621 = -250431.787476
  nChanged 8
		SP:Iteration 33Q (43960.500000 sec): 3 clusters
  Score: Raw -252958.434877 + Penalty 2521.041621 = -250437.393256
  nChanged 5
		SP:Iteration 34Q (43960.640000 sec): 3 clusters
  Score: Raw -252960.615684 + Penalty 2521.041621 = -250439.574063
  nChanged 5
		SP:Iteration 35Q (43960.790000 sec): 3 clusters
  Score: Raw -252962.696736 + Penalty 2521.041621 = -250441.655115
  nChanged 2
		SP:Iteration 36Q (43960.880000 sec): 3 clusters
  Score: Raw -252963.677409 + Penalty 2521.041621 = -250442.635788
  nChanged 3
		SP:Iteration 37Q (43961.030000 sec): 3 clusters
  Score: Raw -252964.293330 + Penalty 2521.041621 = -250443.251709
  nChanged 2
		SP:Iteration 38Q (43961.170000 sec): 3 clusters
  Score: Raw -252964.809710 + Penalty 2521.041621 = -250443.768089
  nChanged 2
		SP:Iteration 39Q (43961.300000 sec): 3 clusters
  Score: Raw -252965.466048 + Penalty 2521.041621 = -250444.424427
  nChanged 2
		SP:Iteration 40F (43961.510000 sec): 3 clusters
  Score: Raw -252966.050980 + Penalty 2521.041621 = -250445.009359
  nChanged 2
		SP:Iteration 41Q (43961.650000 sec): 3 clusters
  Score: Raw -252966.929264 + Penalty 2521.041621 = -250445.887643
  nChanged 5
		SP:Iteration 42Q (43961.820000 sec): 3 clusters
  Score: Raw -252969.572829 + Penalty 2521.041621 = -250448.531208
  nChanged 1
		SP:Iteration 43Q (43962.000000 sec): 3 clusters
  Score: Raw -252969.991846 + Penalty 2521.041621 = -250448.950225
  nChanged 0
		SP:Iteration 44F (43962.180000 sec): 3 clusters
  Score: Raw -252969.991846 + Penalty 2521.041621 = -250448.950225
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43962.260000 sec): 2 clusters
  Score: Raw -270967.717481 + Penalty 1294.739345 = -269672.978136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43962.440000 sec): 3 clusters
  Score: Raw -269610.443907 + Penalty 2589.478690 = -267020.965217
  nChanged 1096
		SP:Iteration 1F (43962.640000 sec): 3 clusters
  Score: Raw -270275.192970 + Penalty 2589.478690 = -267685.714280
  nChanged 215
		SP:Iteration 2F (43962.850000 sec): 3 clusters
  Score: Raw -270420.711096 + Penalty 2589.478690 = -267831.232406
  nChanged 139
		SP:Iteration 3Q (43963.010000 sec): 3 clusters
  Score: Raw -270509.518643 + Penalty 2589.478690 = -267920.039953
  nChanged 115
		SP:Iteration 4Q (43963.260000 sec): 3 clusters
  Score: Raw -270583.227363 + Penalty 2589.478690 = -267993.748673
  nChanged 94
		SP:Iteration 5Q (43963.430000 sec): 3 clusters
  Score: Raw -270638.860046 + Penalty 2589.478690 = -268049.381355
  nChanged 81
		SP:Iteration 6Q (43963.570000 sec): 3 clusters
  Score: Raw -270687.457012 + Penalty 2589.478690 = -268097.978322
  nChanged 68
		SP:Iteration 7Q (43963.760000 sec): 3 clusters
  Score: Raw -270718.847860 + Penalty 2589.478690 = -268129.369170
  nChanged 56
		SP:Iteration 8Q (43963.940000 sec): 3 clusters
  Score: Raw -270748.006985 + Penalty 2589.478690 = -268158.528294
  nChanged 49
		SP:Iteration 9Q (43964.120000 sec): 3 clusters
  Score: Raw -270772.132339 + Penalty 2589.478690 = -268182.653649
  nChanged 53
		SP:Iteration 10Q (43964.290000 sec): 3 clusters
  Score: Raw -270797.941793 + Penalty 2589.478690 = -268208.463103
  nChanged 43
		SP:Iteration 11Q (43964.460000 sec): 3 clusters
  Score: Raw -270818.849834 + Penalty 2589.478690 = -268229.371144
  nChanged 48
		SP:Iteration 12Q (43964.610000 sec): 3 clusters
  Score: Raw -270844.428763 + Penalty 2589.478690 = -268254.950073
  nChanged 55
		SP:Iteration 13Q (43964.850000 sec): 3 clusters
  Score: Raw -270872.377599 + Penalty 2589.478690 = -268282.898909
  nChanged 54
		SP:Iteration 14Q (43965.030000 sec): 3 clusters
  Score: Raw -270898.923554 + Penalty 2589.478690 = -268309.444864
  nChanged 48
		SP:Iteration 15Q (43965.210000 sec): 3 clusters
  Score: Raw -270931.511658 + Penalty 2589.478690 = -268342.032968
  nChanged 61
		SP:Iteration 16Q (43965.450000 sec): 3 clusters
  Score: Raw -270976.906180 + Penalty 2589.478690 = -268387.427490
  nChanged 72
		SP:Iteration 17Q (43965.630000 sec): 3 clusters
  Score: Raw -271022.258117 + Penalty 2589.478690 = -268432.779427
  nChanged 67
		SP:Iteration 18Q (43965.820000 sec): 3 clusters
  Score: Raw -271058.506820 + Penalty 2589.478690 = -268469.028130
  nChanged 48
		SP:Iteration 19Q (43966.030000 sec): 3 clusters
  Score: Raw -271084.463778 + Penalty 2589.478690 = -268494.985087
  nChanged 42
		SP:Iteration 20F (43966.190000 sec): 3 clusters
  Score: Raw -271103.725811 + Penalty 2589.478690 = -268514.247121
  nChanged 39
		SP:Iteration 21Q (43966.350000 sec): 3 clusters
  Score: Raw -271123.326142 + Penalty 2589.478690 = -268533.847452
  nChanged 34
		SP:Iteration 22Q (43966.530000 sec): 3 clusters
  Score: Raw -271138.421907 + Penalty 2589.478690 = -268548.943217
  nChanged 24
		SP:Iteration 23Q (43966.700000 sec): 3 clusters
  Score: Raw -271149.576211 + Penalty 2589.478690 = -268560.097521
  nChanged 33
		SP:Iteration 24Q (43966.870000 sec): 3 clusters
  Score: Raw -271167.134124 + Penalty 2589.478690 = -268577.655433
  nChanged 33
		SP:Iteration 25Q (43967.050000 sec): 3 clusters
  Score: Raw -271181.505178 + Penalty 2589.478690 = -268592.026488
  nChanged 27
		SP:Iteration 26Q (43967.200000 sec): 3 clusters
  Score: Raw -271193.060776 + Penalty 2589.478690 = -268603.582086
  nChanged 22
		SP:Iteration 27Q (43967.400000 sec): 3 clusters
  Score: Raw -271202.461519 + Penalty 2589.478690 = -268612.982829
  nChanged 17
		SP:Iteration 28Q (43967.540000 sec): 3 clusters
  Score: Raw -271210.811294 + Penalty 2589.478690 = -268621.332604
  nChanged 18
		SP:Iteration 29Q (43967.670000 sec): 3 clusters
  Score: Raw -271217.254716 + Penalty 2589.478690 = -268627.776025
  nChanged 11
		SP:Iteration 30Q (43967.840000 sec): 3 clusters
  Score: Raw -271223.181652 + Penalty 2589.478690 = -268633.702962
  nChanged 17
		SP:Iteration 31Q (43968.030000 sec): 3 clusters
  Score: Raw -271229.497522 + Penalty 2589.478690 = -268640.018831
  nChanged 13
		SP:Iteration 32Q (43968.230000 sec): 3 clusters
  Score: Raw -271234.424058 + Penalty 2589.478690 = -268644.945367
  nChanged 10
		SP:Iteration 33Q (43968.430000 sec): 3 clusters
  Score: Raw -271237.842530 + Penalty 2589.478690 = -268648.363840
  nChanged 5
		SP:Iteration 34Q (43968.580000 sec): 3 clusters
  Score: Raw -271239.340090 + Penalty 2589.478690 = -268649.861399
  nChanged 7
		SP:Iteration 35Q (43968.750000 sec): 3 clusters
  Score: Raw -271243.401547 + Penalty 2589.478690 = -268653.922857
  nChanged 9
		SP:Iteration 36Q (43968.940000 sec): 3 clusters
  Score: Raw -271248.817636 + Penalty 2589.478690 = -268659.338946
  nChanged 13
		SP:Iteration 37Q (43969.090000 sec): 3 clusters
  Score: Raw -271256.193573 + Penalty 2589.478690 = -268666.714883
  nChanged 13
		SP:Iteration 38Q (43969.280000 sec): 3 clusters
  Score: Raw -271264.533302 + Penalty 2589.478690 = -268675.054611
  nChanged 19
		SP:Iteration 39Q (43969.470000 sec): 3 clusters
  Score: Raw -271272.283590 + Penalty 2589.478690 = -268682.804899
  nChanged 13
		SP:Iteration 40F (43969.600000 sec): 3 clusters
  Score: Raw -271277.190470 + Penalty 2589.478690 = -268687.711780
  nChanged 8
		SP:Iteration 41Q (43969.780000 sec): 3 clusters
  Score: Raw -271281.002787 + Penalty 2589.478690 = -268691.524096
  nChanged 7
		SP:Iteration 42Q (43969.980000 sec): 3 clusters
  Score: Raw -271283.479936 + Penalty 2589.478690 = -268694.001246
  nChanged 9
		SP:Iteration 43Q (43970.160000 sec): 3 clusters
  Score: Raw -271285.769600 + Penalty 2589.478690 = -268696.290910
  nChanged 9
		SP:Iteration 44Q (43970.370000 sec): 3 clusters
  Score: Raw -271288.167024 + Penalty 2589.478690 = -268698.688334
  nChanged 8
		SP:Iteration 45Q (43970.590000 sec): 3 clusters
  Score: Raw -271290.167593 + Penalty 2589.478690 = -268700.688903
  nChanged 8
		SP:Iteration 46Q (43970.780000 sec): 3 clusters
  Score: Raw -271293.337304 + Penalty 2589.478690 = -268703.858613
  nChanged 8
		SP:Iteration 47Q (43970.960000 sec): 3 clusters
  Score: Raw -271296.510631 + Penalty 2589.478690 = -268707.031941
  nChanged 10
		SP:Iteration 48Q (43971.150000 sec): 3 clusters
  Score: Raw -271300.826478 + Penalty 2589.478690 = -268711.347788
  nChanged 12
		SP:Iteration 49Q (43971.320000 sec): 3 clusters
  Score: Raw -271305.389163 + Penalty 2589.478690 = -268715.910472
  nChanged 8
		SP:Iteration 50Q (43971.490000 sec): 3 clusters
  Score: Raw -271307.690873 + Penalty 2589.478690 = -268718.212183
  nChanged 2
		SP:Iteration 51Q (43971.660000 sec): 3 clusters
  Score: Raw -271308.469409 + Penalty 2589.478690 = -268718.990719
  nChanged 6
		SP:Iteration 52Q (43971.820000 sec): 3 clusters
  Score: Raw -271310.624154 + Penalty 2589.478690 = -268721.145464
  nChanged 7
		SP:Iteration 53Q (43971.990000 sec): 3 clusters
  Score: Raw -271312.323692 + Penalty 2589.478690 = -268722.845002
  nChanged 6
		SP:Iteration 54Q (43972.130000 sec): 3 clusters
  Score: Raw -271314.414510 + Penalty 2589.478690 = -268724.935820
  nChanged 7
		SP:Iteration 55Q (43972.280000 sec): 3 clusters
  Score: Raw -271317.046712 + Penalty 2589.478690 = -268727.568022
  nChanged 6
		SP:Iteration 56Q (43972.420000 sec): 3 clusters
  Score: Raw -271319.902387 + Penalty 2589.478690 = -268730.423697
  nChanged 11
		SP:Iteration 57Q (43972.610000 sec): 3 clusters
  Score: Raw -271326.413080 + Penalty 2589.478690 = -268736.934389
  nChanged 11
		SP:Iteration 58Q (43972.790000 sec): 3 clusters
  Score: Raw -271330.924252 + Penalty 2589.478690 = -268741.445561
  nChanged 13
		SP:Iteration 59Q (43972.940000 sec): 3 clusters
  Score: Raw -271336.461843 + Penalty 2589.478690 = -268746.983153
  nChanged 6
		SP:Iteration 60F (43973.150000 sec): 3 clusters
  Score: Raw -271338.234918 + Penalty 2589.478690 = -268748.756228
  nChanged 9
		SP:Iteration 61Q (43973.290000 sec): 3 clusters
  Score: Raw -271341.870464 + Penalty 2589.478690 = -268752.391774
  nChanged 5
		SP:Iteration 62Q (43973.440000 sec): 3 clusters
  Score: Raw -271343.342765 + Penalty 2589.478690 = -268753.864075
  nChanged 2
		SP:Iteration 63Q (43973.590000 sec): 3 clusters
  Score: Raw -271343.825692 + Penalty 2589.478690 = -268754.347002
  nChanged 4
		SP:Iteration 64Q (43973.770000 sec): 3 clusters
  Score: Raw -271346.391044 + Penalty 2589.478690 = -268756.912353
  nChanged 7
		SP:Iteration 65Q (43973.970000 sec): 3 clusters
  Score: Raw -271350.865289 + Penalty 2589.478690 = -268761.386598
  nChanged 10
		SP:Iteration 66Q (43974.150000 sec): 3 clusters
  Score: Raw -271354.275998 + Penalty 2589.478690 = -268764.797308
  nChanged 9
		SP:Iteration 67Q (43974.310000 sec): 3 clusters
  Score: Raw -271360.872329 + Penalty 2589.478690 = -268771.393638
  nChanged 8
		SP:Iteration 68Q (43974.460000 sec): 3 clusters
  Score: Raw -271364.140218 + Penalty 2589.478690 = -268774.661528
  nChanged 4
		SP:Iteration 69Q (43974.670000 sec): 3 clusters
  Score: Raw -271366.711670 + Penalty 2589.478690 = -268777.232980
  nChanged 4
		SP:Iteration 70Q (43974.850000 sec): 3 clusters
  Score: Raw -271368.285902 + Penalty 2589.478690 = -268778.807211
  nChanged 3
		SP:Iteration 71Q (43975.050000 sec): 3 clusters
  Score: Raw -271369.852569 + Penalty 2589.478690 = -268780.373878
  nChanged 5
		SP:Iteration 72Q (43975.220000 sec): 3 clusters
  Score: Raw -271371.103650 + Penalty 2589.478690 = -268781.624959
  nChanged 2
		SP:Iteration 73Q (43975.510000 sec): 3 clusters
  Score: Raw -271371.717044 + Penalty 2589.478690 = -268782.238353
  nChanged 5
		SP:Iteration 74Q (43975.690000 sec): 3 clusters
  Score: Raw -271372.829054 + Penalty 2589.478690 = -268783.350364
  nChanged 2
		SP:Iteration 75Q (43975.910000 sec): 3 clusters
  Score: Raw -271373.167286 + Penalty 2589.478690 = -268783.688596
  nChanged 2
		SP:Iteration 76Q (43976.070000 sec): 3 clusters
  Score: Raw -271373.722008 + Penalty 2589.478690 = -268784.243317
  nChanged 1
		SP:Iteration 77Q (43976.230000 sec): 3 clusters
  Score: Raw -271374.034353 + Penalty 2589.478690 = -268784.555663
  nChanged 1
		SP:Iteration 78Q (43976.400000 sec): 3 clusters
  Score: Raw -271374.121213 + Penalty 2589.478690 = -268784.642523
  nChanged 0
		SP:Iteration 79F (43976.580000 sec): 3 clusters
  Score: Raw -271374.121213 + Penalty 2589.478690 = -268784.642523
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (5668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43976.750000 sec): 2 clusters
  Score: Raw -537809.576187 + Penalty 1404.421135 = -536405.155052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43976.930000 sec): 3 clusters
  Score: Raw -534807.151870 + Penalty 2808.842270 = -531998.309600
  nChanged 2348
		SP:Iteration 1F (43977.160000 sec): 3 clusters
  Score: Raw -536078.584217 + Penalty 2808.842270 = -533269.741947
  nChanged 410
		SP:Iteration 2F (43977.340000 sec): 3 clusters
  Score: Raw -536290.024384 + Penalty 2808.842270 = -533481.182113
  nChanged 289
		SP:Iteration 3F (43977.570000 sec): 3 clusters
  Score: Raw -536425.086477 + Penalty 2808.842270 = -533616.244207
  nChanged 225
		SP:Iteration 4Q (43977.700000 sec): 3 clusters
  Score: Raw -536546.554158 + Penalty 2808.842270 = -533737.711888
  nChanged 224
		SP:Iteration 5Q (43977.910000 sec): 3 clusters
  Score: Raw -536665.951870 + Penalty 2808.842270 = -533857.109599
  nChanged 194
		SP:Iteration 6Q (43978.070000 sec): 3 clusters
  Score: Raw -536762.240688 + Penalty 2808.842270 = -533953.398417
  nChanged 188
		SP:Iteration 7Q (43978.260000 sec): 3 clusters
  Score: Raw -536871.880708 + Penalty 2808.842270 = -534063.038438
  nChanged 202
		SP:Iteration 8Q (43978.430000 sec): 3 clusters
  Score: Raw -536992.065809 + Penalty 2808.842270 = -534183.223539
  nChanged 197
		SP:Iteration 9Q (43978.580000 sec): 3 clusters
  Score: Raw -537136.318792 + Penalty 2808.842270 = -534327.476522
  nChanged 210
		SP:Iteration 10Q (43978.820000 sec): 3 clusters
  Score: Raw -537303.193461 + Penalty 2808.842270 = -534494.351191
  nChanged 218
		SP:Iteration 11Q (43979.000000 sec): 3 clusters
  Score: Raw -537473.015785 + Penalty 2808.842270 = -534664.173514
  nChanged 211
		SP:Iteration 12Q (43979.230000 sec): 3 clusters
  Score: Raw -537651.416983 + Penalty 2808.842270 = -534842.574713
  nChanged 217
		SP:Iteration 13Q (43979.470000 sec): 3 clusters
  Score: Raw -537804.664116 + Penalty 2808.842270 = -534995.821845
  nChanged 181
		SP:Iteration 14Q (43979.680000 sec): 3 clusters
  Score: Raw -537915.975355 + Penalty 2808.842270 = -535107.133085
  nChanged 134
		SP:Iteration 15Q (43979.920000 sec): 3 clusters
  Score: Raw -537979.190096 + Penalty 2808.842270 = -535170.347826
  nChanged 87
		SP:Iteration 16Q (43980.140000 sec): 3 clusters
  Score: Raw -538017.849058 + Penalty 2808.842270 = -535209.006787
  nChanged 69
		SP:Iteration 17Q (43980.410000 sec): 3 clusters
  Score: Raw -538048.280731 + Penalty 2808.842270 = -535239.438461
  nChanged 74
		SP:Iteration 18Q (43980.700000 sec): 3 clusters
  Score: Raw -538076.862861 + Penalty 2808.842270 = -535268.020591
  nChanged 70
		SP:Iteration 19Q (43980.850000 sec): 3 clusters
  Score: Raw -538103.770164 + Penalty 2808.842270 = -535294.927894
  nChanged 56
		SP:Iteration 20F (43981.050000 sec): 3 clusters
  Score: Raw -538124.598914 + Penalty 2808.842270 = -535315.756644
  nChanged 46
		SP:Iteration 21Q (43981.240000 sec): 3 clusters
  Score: Raw -538138.280869 + Penalty 2808.842270 = -535329.438599
  nChanged 38
		SP:Iteration 22Q (43981.410000 sec): 3 clusters
  Score: Raw -538150.996154 + Penalty 2808.842270 = -535342.153884
  nChanged 29
		SP:Iteration 23Q (43981.630000 sec): 3 clusters
  Score: Raw -538160.998471 + Penalty 2808.842270 = -535352.156200
  nChanged 32
		SP:Iteration 24Q (43981.840000 sec): 3 clusters
  Score: Raw -538170.512198 + Penalty 2808.842270 = -535361.669927
  nChanged 28
		SP:Iteration 25Q (43982.060000 sec): 3 clusters
  Score: Raw -538177.428969 + Penalty 2808.842270 = -535368.586698
  nChanged 11
		SP:Iteration 26Q (43982.260000 sec): 3 clusters
  Score: Raw -538180.057230 + Penalty 2808.842270 = -535371.214960
  nChanged 11
		SP:Iteration 27Q (43982.470000 sec): 3 clusters
  Score: Raw -538183.026348 + Penalty 2808.842270 = -535374.184078
  nChanged 14
		SP:Iteration 28Q (43982.630000 sec): 3 clusters
  Score: Raw -538185.462891 + Penalty 2808.842270 = -535376.620620
  nChanged 6
		SP:Iteration 29Q (43982.830000 sec): 3 clusters
  Score: Raw -538186.492687 + Penalty 2808.842270 = -535377.650417
  nChanged 3
		SP:Iteration 30Q (43983.020000 sec): 3 clusters
  Score: Raw -538187.028848 + Penalty 2808.842270 = -535378.186578
  nChanged 1
		SP:Iteration 31Q (43983.220000 sec): 3 clusters
  Score: Raw -538187.154605 + Penalty 2808.842270 = -535378.312335
  nChanged 0
		SP:Iteration 32F (43983.440000 sec): 3 clusters
  Score: Raw -538187.154605 + Penalty 2808.842270 = -535378.312335
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (1154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43983.550000 sec): 2 clusters
  Score: Raw -97913.029630 + Penalty 1145.785785 = -96767.243845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43983.690000 sec): 3 clusters
  Score: Raw -97527.246551 + Penalty 2291.571570 = -95235.674981
  nChanged 349
		SP:Iteration 1F (43983.870000 sec): 3 clusters
  Score: Raw -97852.492145 + Penalty 2291.571570 = -95560.920574
  nChanged 111
		SP:Iteration 2F (43984.040000 sec): 3 clusters
  Score: Raw -98022.298383 + Penalty 2291.571570 = -95730.726812
  nChanged 78
		SP:Iteration 3F (43984.240000 sec): 3 clusters
  Score: Raw -98146.724117 + Penalty 2291.571570 = -95855.152547
  nChanged 61
		SP:Iteration 4F (43984.470000 sec): 3 clusters
  Score: Raw -98233.115946 + Penalty 2291.571570 = -95941.544376
  nChanged 44
		SP:Iteration 5Q (43984.690000 sec): 3 clusters
  Score: Raw -98290.281877 + Penalty 2291.571570 = -95998.710306
  nChanged 37
		SP:Iteration 6Q (43984.870000 sec): 3 clusters
  Score: Raw -98348.487718 + Penalty 2291.571570 = -96056.916147
  nChanged 32
		SP:Iteration 7Q (43985.060000 sec): 3 clusters
  Score: Raw -98393.196695 + Penalty 2291.571570 = -96101.625125
  nChanged 22
		SP:Iteration 8Q (43985.240000 sec): 3 clusters
  Score: Raw -98435.085983 + Penalty 2291.571570 = -96143.514412
  nChanged 19
		SP:Iteration 9Q (43985.400000 sec): 3 clusters
  Score: Raw -98476.485663 + Penalty 2291.571570 = -96184.914092
  nChanged 16
		SP:Iteration 10Q (43985.540000 sec): 3 clusters
  Score: Raw -98495.985959 + Penalty 2291.571570 = -96204.414389
  nChanged 17
		SP:Iteration 11Q (43985.700000 sec): 3 clusters
  Score: Raw -98513.865102 + Penalty 2291.571570 = -96222.293532
  nChanged 10
		SP:Iteration 12Q (43985.830000 sec): 3 clusters
  Score: Raw -98524.355214 + Penalty 2291.571570 = -96232.783644
  nChanged 5
		SP:Iteration 13Q (43986.010000 sec): 3 clusters
  Score: Raw -98533.448371 + Penalty 2291.571570 = -96241.876801
  nChanged 9
		SP:Iteration 14Q (43986.180000 sec): 3 clusters
  Score: Raw -98543.569518 + Penalty 2291.571570 = -96251.997948
  nChanged 6
		SP:Iteration 15Q (43986.330000 sec): 3 clusters
  Score: Raw -98552.029304 + Penalty 2291.571570 = -96260.457734
  nChanged 6
		SP:Iteration 16Q (43986.500000 sec): 3 clusters
  Score: Raw -98557.048103 + Penalty 2291.571570 = -96265.476532
  nChanged 2
		SP:Iteration 17Q (43986.610000 sec): 3 clusters
  Score: Raw -98558.230821 + Penalty 2291.571570 = -96266.659251
  nChanged 1
		SP:Iteration 18Q (43986.780000 sec): 3 clusters
  Score: Raw -98559.088441 + Penalty 2291.571570 = -96267.516870
  nChanged 0
		SP:Iteration 19F (43986.880000 sec): 3 clusters
  Score: Raw -98559.088441 + Penalty 2291.571570 = -96267.516870
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (23395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43987.100000 sec): 2 clusters
  Score: Raw -2387823.418692 + Penalty 1634.795111 = -2386188.623582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43987.430000 sec): 3 clusters
  Score: Raw -2373574.236608 + Penalty 3269.590221 = -2370304.646387
  nChanged 10630
		SP:Iteration 1F (43987.830000 sec): 3 clusters
  Score: Raw -2379360.651978 + Penalty 3269.590221 = -2376091.061757
  nChanged 1001
		SP:Iteration 2Q (43988.170000 sec): 3 clusters
  Score: Raw -2379645.986485 + Penalty 3269.590221 = -2376376.396264
  nChanged 891
		SP:Iteration 3Q (43988.520000 sec): 3 clusters
  Score: Raw -2379924.049141 + Penalty 3269.590221 = -2376654.458920
  nChanged 885
		SP:Iteration 4Q (43988.820000 sec): 3 clusters
  Score: Raw -2380195.635566 + Penalty 3269.590221 = -2376926.045345
  nChanged 850
		SP:Iteration 5Q (43989.080000 sec): 3 clusters
  Score: Raw -2380472.153977 + Penalty 3269.590221 = -2377202.563755
  nChanged 898
		SP:Iteration 6Q (43989.430000 sec): 3 clusters
  Score: Raw -2380800.242825 + Penalty 3269.590221 = -2377530.652604
  nChanged 950
		SP:Iteration 7Q (43989.800000 sec): 3 clusters
  Score: Raw -2381217.663247 + Penalty 3269.590221 = -2377948.073026
  nChanged 1026
		SP:Iteration 8Q (43990.080000 sec): 3 clusters
  Score: Raw -2381783.022373 + Penalty 3269.590221 = -2378513.432152
  nChanged 1138
		SP:Iteration 9Q (43990.400000 sec): 3 clusters
  Score: Raw -2382560.696029 + Penalty 3269.590221 = -2379291.105808
  nChanged 1306
		SP:Iteration 10F (43990.810000 sec): 3 clusters
  Score: Raw -2383486.246927 + Penalty 3269.590221 = -2380216.656706
  nChanged 1273
		SP:Iteration 11F (43991.090000 sec): 3 clusters
  Score: Raw -2384330.360690 + Penalty 3269.590221 = -2381060.770469
  nChanged 1062
		SP:Iteration 12Q (43991.400000 sec): 3 clusters
  Score: Raw -2384881.486694 + Penalty 3269.590221 = -2381611.896473
  nChanged 795
		SP:Iteration 13Q (43991.750000 sec): 3 clusters
  Score: Raw -2385184.384298 + Penalty 3269.590221 = -2381914.794077
  nChanged 553
		SP:Iteration 14Q (43992.070000 sec): 3 clusters
  Score: Raw -2385347.685012 + Penalty 3269.590221 = -2382078.094791
  nChanged 393
		SP:Iteration 15Q (43992.370000 sec): 3 clusters
  Score: Raw -2385435.540653 + Penalty 3269.590221 = -2382165.950432
  nChanged 257
		SP:Iteration 16Q (43992.690000 sec): 3 clusters
  Score: Raw -2385490.201519 + Penalty 3269.590221 = -2382220.611298
  nChanged 248
		SP:Iteration 17Q (43992.990000 sec): 3 clusters
  Score: Raw -2385543.133215 + Penalty 3269.590221 = -2382273.542994
  nChanged 223
		SP:Iteration 18Q (43993.290000 sec): 3 clusters
  Score: Raw -2385593.653963 + Penalty 3269.590221 = -2382324.063742
  nChanged 200
		SP:Iteration 19Q (43993.550000 sec): 3 clusters
  Score: Raw -2385628.344617 + Penalty 3269.590221 = -2382358.754396
  nChanged 191
		SP:Iteration 20F (43993.880000 sec): 3 clusters
  Score: Raw -2385660.390100 + Penalty 3269.590221 = -2382390.799879
  nChanged 158
		SP:Iteration 21Q (43994.220000 sec): 3 clusters
  Score: Raw -2385690.493152 + Penalty 3269.590221 = -2382420.902931
  nChanged 178
		SP:Iteration 22Q (43994.570000 sec): 3 clusters
  Score: Raw -2385726.979902 + Penalty 3269.590221 = -2382457.389681
  nChanged 183
		SP:Iteration 23Q (43994.880000 sec): 3 clusters
  Score: Raw -2385763.015551 + Penalty 3269.590221 = -2382493.425330
  nChanged 172
		SP:Iteration 24Q (43995.150000 sec): 3 clusters
  Score: Raw -2385794.672290 + Penalty 3269.590221 = -2382525.082069
  nChanged 169
		SP:Iteration 25Q (43995.460000 sec): 3 clusters
  Score: Raw -2385824.692934 + Penalty 3269.590221 = -2382555.102713
  nChanged 161
		SP:Iteration 26Q (43995.760000 sec): 3 clusters
  Score: Raw -2385850.718572 + Penalty 3269.590221 = -2382581.128351
  nChanged 158
		SP:Iteration 27Q (43996.070000 sec): 3 clusters
  Score: Raw -2385875.203336 + Penalty 3269.590221 = -2382605.613115
  nChanged 154
		SP:Iteration 28Q (43996.380000 sec): 3 clusters
  Score: Raw -2385901.840002 + Penalty 3269.590221 = -2382632.249781
  nChanged 144
		SP:Iteration 29Q (43996.670000 sec): 3 clusters
  Score: Raw -2385921.730148 + Penalty 3269.590221 = -2382652.139927
  nChanged 142
		SP:Iteration 30Q (43997.000000 sec): 3 clusters
  Score: Raw -2385941.379405 + Penalty 3269.590221 = -2382671.789183
  nChanged 122
		SP:Iteration 31Q (43997.350000 sec): 3 clusters
  Score: Raw -2385955.604312 + Penalty 3269.590221 = -2382686.014091
  nChanged 99
		SP:Iteration 32Q (43997.610000 sec): 3 clusters
  Score: Raw -2385967.097608 + Penalty 3269.590221 = -2382697.507387
  nChanged 97
		SP:Iteration 33Q (43997.910000 sec): 3 clusters
  Score: Raw -2385978.789869 + Penalty 3269.590221 = -2382709.199648
  nChanged 100
		SP:Iteration 34Q (43998.230000 sec): 3 clusters
  Score: Raw -2385991.252708 + Penalty 3269.590221 = -2382721.662487
  nChanged 90
		SP:Iteration 35Q (43998.650000 sec): 3 clusters
  Score: Raw -2386003.501260 + Penalty 3269.590221 = -2382733.911039
  nChanged 98
		SP:Iteration 36Q (43999.070000 sec): 3 clusters
  Score: Raw -2386015.387628 + Penalty 3269.590221 = -2382745.797407
  nChanged 111
		SP:Iteration 37Q (43999.370000 sec): 3 clusters
  Score: Raw -2386028.210450 + Penalty 3269.590221 = -2382758.620229
  nChanged 117
		SP:Iteration 38Q (43999.750000 sec): 3 clusters
  Score: Raw -2386042.615943 + Penalty 3269.590221 = -2382773.025722
  nChanged 90
		SP:Iteration 39Q (44000.070000 sec): 3 clusters
  Score: Raw -2386053.077589 + Penalty 3269.590221 = -2382783.487368
  nChanged 75
		SP:Iteration 40F (44000.410000 sec): 3 clusters
  Score: Raw -2386060.840935 + Penalty 3269.590221 = -2382791.250714
  nChanged 74
		SP:Iteration 41Q (44000.730000 sec): 3 clusters
  Score: Raw -2386068.595240 + Penalty 3269.590221 = -2382799.005019
  nChanged 79
		SP:Iteration 42Q (44001.060000 sec): 3 clusters
  Score: Raw -2386078.435309 + Penalty 3269.590221 = -2382808.845088
  nChanged 81
		SP:Iteration 43Q (44001.390000 sec): 3 clusters
  Score: Raw -2386090.095518 + Penalty 3269.590221 = -2382820.505296
  nChanged 96
		SP:Iteration 44Q (44001.730000 sec): 3 clusters
  Score: Raw -2386102.447459 + Penalty 3269.590221 = -2382832.857238
  nChanged 94
		SP:Iteration 45Q (44002.050000 sec): 3 clusters
  Score: Raw -2386112.909840 + Penalty 3269.590221 = -2382843.319619
  nChanged 112
		SP:Iteration 46Q (44002.400000 sec): 3 clusters
  Score: Raw -2386127.484553 + Penalty 3269.590221 = -2382857.894332
  nChanged 128
		SP:Iteration 47Q (44002.780000 sec): 3 clusters
  Score: Raw -2386144.589282 + Penalty 3269.590221 = -2382874.999061
  nChanged 141
		SP:Iteration 48Q (44003.120000 sec): 3 clusters
  Score: Raw -2386170.553953 + Penalty 3269.590221 = -2382900.963732
  nChanged 166
		SP:Iteration 49Q (44003.470000 sec): 3 clusters
  Score: Raw -2386205.147899 + Penalty 3269.590221 = -2382935.557678
  nChanged 199
		SP:Iteration 50Q (44003.800000 sec): 3 clusters
  Score: Raw -2386252.622394 + Penalty 3269.590221 = -2382983.032173
  nChanged 217
		SP:Iteration 51Q (44004.090000 sec): 3 clusters
  Score: Raw -2386299.875892 + Penalty 3269.590221 = -2383030.285671
  nChanged 243
		SP:Iteration 52Q (44004.480000 sec): 3 clusters
  Score: Raw -2386361.884514 + Penalty 3269.590221 = -2383092.294293
  nChanged 249
		SP:Iteration 53Q (44004.820000 sec): 3 clusters
  Score: Raw -2386426.553625 + Penalty 3269.590221 = -2383156.963404
  nChanged 254
		SP:Iteration 54Q (44005.160000 sec): 3 clusters
  Score: Raw -2386490.952661 + Penalty 3269.590221 = -2383221.362440
  nChanged 237
		SP:Iteration 55Q (44005.460000 sec): 3 clusters
  Score: Raw -2386554.726648 + Penalty 3269.590221 = -2383285.136427
  nChanged 263
		SP:Iteration 56Q (44005.790000 sec): 3 clusters
  Score: Raw -2386615.461224 + Penalty 3269.590221 = -2383345.871003
  nChanged 235
		SP:Iteration 57Q (44006.110000 sec): 3 clusters
  Score: Raw -2386668.211035 + Penalty 3269.590221 = -2383398.620814
  nChanged 255
		SP:Iteration 58Q (44006.430000 sec): 3 clusters
  Score: Raw -2386732.653045 + Penalty 3269.590221 = -2383463.062824
  nChanged 258
		SP:Iteration 59Q (44006.690000 sec): 3 clusters
  Score: Raw -2386799.580881 + Penalty 3269.590221 = -2383529.990660
  nChanged 282
		SP:Iteration 60F (44007.010000 sec): 3 clusters
  Score: Raw -2386869.216114 + Penalty 3269.590221 = -2383599.625893
  nChanged 261
		SP:Iteration 61Q (44007.350000 sec): 3 clusters
  Score: Raw -2386924.828833 + Penalty 3269.590221 = -2383655.238612
  nChanged 195
		SP:Iteration 62Q (44007.670000 sec): 3 clusters
  Score: Raw -2386958.952134 + Penalty 3269.590221 = -2383689.361913
  nChanged 170
		SP:Iteration 63Q (44007.980000 sec): 3 clusters
  Score: Raw -2386990.598669 + Penalty 3269.590221 = -2383721.008448
  nChanged 145
		SP:Iteration 64Q (44008.270000 sec): 3 clusters
  Score: Raw -2387015.464604 + Penalty 3269.590221 = -2383745.874383
  nChanged 136
		SP:Iteration 65Q (44008.580000 sec): 3 clusters
  Score: Raw -2387034.966042 + Penalty 3269.590221 = -2383765.375821
  nChanged 116
		SP:Iteration 66Q (44008.930000 sec): 3 clusters
  Score: Raw -2387050.331910 + Penalty 3269.590221 = -2383780.741689
  nChanged 126
		SP:Iteration 67Q (44009.180000 sec): 3 clusters
  Score: Raw -2387064.936331 + Penalty 3269.590221 = -2383795.346110
  nChanged 81
		SP:Iteration 68Q (44009.480000 sec): 3 clusters
  Score: Raw -2387072.530311 + Penalty 3269.590221 = -2383802.940090
  nChanged 61
		SP:Iteration 69Q (44009.840000 sec): 3 clusters
  Score: Raw -2387077.434727 + Penalty 3269.590221 = -2383807.844505
  nChanged 60
		SP:Iteration 70Q (44010.190000 sec): 3 clusters
  Score: Raw -2387082.094166 + Penalty 3269.590221 = -2383812.503945
  nChanged 54
		SP:Iteration 71Q (44010.530000 sec): 3 clusters
  Score: Raw -2387086.623144 + Penalty 3269.590221 = -2383817.032923
  nChanged 49
		SP:Iteration 72Q (44010.950000 sec): 3 clusters
  Score: Raw -2387091.231577 + Penalty 3269.590221 = -2383821.641356
  nChanged 56
		SP:Iteration 73Q (44011.270000 sec): 3 clusters
  Score: Raw -2387097.130262 + Penalty 3269.590221 = -2383827.540041
  nChanged 64
		SP:Iteration 74Q (44011.580000 sec): 3 clusters
  Score: Raw -2387103.184149 + Penalty 3269.590221 = -2383833.593928
  nChanged 65
		SP:Iteration 75Q (44011.930000 sec): 3 clusters
  Score: Raw -2387109.446830 + Penalty 3269.590221 = -2383839.856608
  nChanged 48
		SP:Iteration 76Q (44012.210000 sec): 3 clusters
  Score: Raw -2387113.095040 + Penalty 3269.590221 = -2383843.504819
  nChanged 45
		SP:Iteration 77Q (44012.520000 sec): 3 clusters
  Score: Raw -2387117.261192 + Penalty 3269.590221 = -2383847.670971
  nChanged 58
		SP:Iteration 78Q (44012.820000 sec): 3 clusters
  Score: Raw -2387122.557593 + Penalty 3269.590221 = -2383852.967372
  nChanged 60
		SP:Iteration 79Q (44013.170000 sec): 3 clusters
  Score: Raw -2387127.305782 + Penalty 3269.590221 = -2383857.715561
  nChanged 56
		SP:Iteration 80F (44013.530000 sec): 3 clusters
  Score: Raw -2387132.858044 + Penalty 3269.590221 = -2383863.267823
  nChanged 47
		SP:Iteration 81Q (44013.860000 sec): 3 clusters
  Score: Raw -2387137.100493 + Penalty 3269.590221 = -2383867.510272
  nChanged 49
		SP:Iteration 82Q (44014.200000 sec): 3 clusters
  Score: Raw -2387140.871188 + Penalty 3269.590221 = -2383871.280967
  nChanged 49
		SP:Iteration 83Q (44014.530000 sec): 3 clusters
  Score: Raw -2387144.201825 + Penalty 3269.590221 = -2383874.611604
  nChanged 37
		SP:Iteration 84Q (44014.840000 sec): 3 clusters
  Score: Raw -2387146.571776 + Penalty 3269.590221 = -2383876.981555
  nChanged 32
		SP:Iteration 85Q (44015.130000 sec): 3 clusters
  Score: Raw -2387149.061151 + Penalty 3269.590221 = -2383879.470930
  nChanged 33
		SP:Iteration 86Q (44015.480000 sec): 3 clusters
  Score: Raw -2387151.433096 + Penalty 3269.590221 = -2383881.842875
  nChanged 33
		SP:Iteration 87Q (44015.770000 sec): 3 clusters
  Score: Raw -2387153.408310 + Penalty 3269.590221 = -2383883.818089
  nChanged 31
		SP:Iteration 88Q (44016.090000 sec): 3 clusters
  Score: Raw -2387155.381384 + Penalty 3269.590221 = -2383885.791163
  nChanged 21
		SP:Iteration 89Q (44016.430000 sec): 3 clusters
  Score: Raw -2387156.588761 + Penalty 3269.590221 = -2383886.998540
  nChanged 21
		SP:Iteration 90Q (44016.710000 sec): 3 clusters
  Score: Raw -2387157.713074 + Penalty 3269.590221 = -2383888.122853
  nChanged 24
		SP:Iteration 91Q (44017.040000 sec): 3 clusters
  Score: Raw -2387158.841053 + Penalty 3269.590221 = -2383889.250832
  nChanged 22
		SP:Iteration 92Q (44017.330000 sec): 3 clusters
  Score: Raw -2387160.253576 + Penalty 3269.590221 = -2383890.663355
  nChanged 19
		SP:Iteration 93Q (44017.660000 sec): 3 clusters
  Score: Raw -2387161.215609 + Penalty 3269.590221 = -2383891.625388
  nChanged 18
		SP:Iteration 94Q (44018.020000 sec): 3 clusters
  Score: Raw -2387162.180726 + Penalty 3269.590221 = -2383892.590505
  nChanged 25
		SP:Iteration 95Q (44018.370000 sec): 3 clusters
  Score: Raw -2387163.853853 + Penalty 3269.590221 = -2383894.263632
  nChanged 27
		SP:Iteration 96Q (44018.690000 sec): 3 clusters
  Score: Raw -2387165.295691 + Penalty 3269.590221 = -2383895.705470
  nChanged 23
		SP:Iteration 97Q (44018.980000 sec): 3 clusters
  Score: Raw -2387166.623656 + Penalty 3269.590221 = -2383897.033435
  nChanged 21
		SP:Iteration 98Q (44019.350000 sec): 3 clusters
  Score: Raw -2387167.711453 + Penalty 3269.590221 = -2383898.121232
  nChanged 16
		SP:Iteration 99Q (44019.690000 sec): 3 clusters
  Score: Raw -2387168.660889 + Penalty 3269.590221 = -2383899.070668
  nChanged 14
		SP:Iteration 100F (44020.020000 sec): 3 clusters
  Score: Raw -2387169.521317 + Penalty 3269.590221 = -2383899.931096
  nChanged 13
		SP:Iteration 101Q (44020.310000 sec): 3 clusters
  Score: Raw -2387170.119919 + Penalty 3269.590221 = -2383900.529698
  nChanged 5
		SP:Iteration 102Q (44020.600000 sec): 3 clusters
  Score: Raw -2387170.279325 + Penalty 3269.590221 = -2383900.689104
  nChanged 1
		SP:Iteration 103Q (44020.930000 sec): 3 clusters
  Score: Raw -2387170.304591 + Penalty 3269.590221 = -2383900.714370
  nChanged 3
		SP:Iteration 104Q (44021.230000 sec): 3 clusters
  Score: Raw -2387170.418408 + Penalty 3269.590221 = -2383900.828187
  nChanged 1
		SP:Iteration 105Q (44021.540000 sec): 3 clusters
  Score: Raw -2387170.467708 + Penalty 3269.590221 = -2383900.877487
  nChanged 3
		SP:Iteration 106Q (44021.850000 sec): 3 clusters
  Score: Raw -2387170.552028 + Penalty 3269.590221 = -2383900.961807
  nChanged 1
		SP:Iteration 107Q (44022.210000 sec): 3 clusters
  Score: Raw -2387170.600356 + Penalty 3269.590221 = -2383901.010135
  nChanged 4
		SP:Iteration 108Q (44022.540000 sec): 3 clusters
  Score: Raw -2387170.735435 + Penalty 3269.590221 = -2383901.145214
  nChanged 4
		SP:Iteration 109Q (44022.800000 sec): 3 clusters
  Score: Raw -2387170.887616 + Penalty 3269.590221 = -2383901.297395
  nChanged 5
		SP:Iteration 110Q (44023.090000 sec): 3 clusters
  Score: Raw -2387171.102385 + Penalty 3269.590221 = -2383901.512164
  nChanged 8
		SP:Iteration 111Q (44023.410000 sec): 3 clusters
  Score: Raw -2387171.382754 + Penalty 3269.590221 = -2383901.792533
  nChanged 6
		SP:Iteration 112Q (44023.720000 sec): 3 clusters
  Score: Raw -2387171.538546 + Penalty 3269.590221 = -2383901.948325
  nChanged 4
		SP:Iteration 113Q (44024.000000 sec): 3 clusters
  Score: Raw -2387171.630623 + Penalty 3269.590221 = -2383902.040402
  nChanged 1
		SP:Iteration 114Q (44024.320000 sec): 3 clusters
  Score: Raw -2387171.654991 + Penalty 3269.590221 = -2383902.064769
  nChanged 0
		SP:Iteration 115F (44024.600000 sec): 3 clusters
  Score: Raw -2387171.654991 + Penalty 3269.590221 = -2383902.064769
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44024.730000 sec): 2 clusters
  Score: Raw -165212.176630 + Penalty 1216.301171 = -163995.875459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44024.930000 sec): 3 clusters
  Score: Raw -164485.762756 + Penalty 2432.602342 = -162053.160414
  nChanged 608
		SP:Iteration 1F (44025.100000 sec): 3 clusters
  Score: Raw -164944.911297 + Penalty 2432.602342 = -162512.308955
  nChanged 168
		SP:Iteration 2F (44025.290000 sec): 3 clusters
  Score: Raw -165116.096946 + Penalty 2432.602342 = -162683.494604
  nChanged 115
		SP:Iteration 3F (44025.420000 sec): 3 clusters
  Score: Raw -165228.576155 + Penalty 2432.602342 = -162795.973813
  nChanged 69
		SP:Iteration 4Q (44025.630000 sec): 3 clusters
  Score: Raw -165290.682304 + Penalty 2432.602342 = -162858.079962
  nChanged 51
		SP:Iteration 5Q (44025.760000 sec): 3 clusters
  Score: Raw -165336.354994 + Penalty 2432.602342 = -162903.752652
  nChanged 46
		SP:Iteration 6Q (44025.950000 sec): 3 clusters
  Score: Raw -165375.443050 + Penalty 2432.602342 = -162942.840708
  nChanged 36
		SP:Iteration 7Q (44026.140000 sec): 3 clusters
  Score: Raw -165404.899388 + Penalty 2432.602342 = -162972.297045
  nChanged 36
		SP:Iteration 8Q (44026.310000 sec): 3 clusters
  Score: Raw -165435.556290 + Penalty 2432.602342 = -163002.953948
  nChanged 22
		SP:Iteration 9Q (44026.480000 sec): 3 clusters
  Score: Raw -165456.770195 + Penalty 2432.602342 = -163024.167853
  nChanged 24
		SP:Iteration 10Q (44026.680000 sec): 3 clusters
  Score: Raw -165471.383176 + Penalty 2432.602342 = -163038.780834
  nChanged 22
		SP:Iteration 11Q (44026.840000 sec): 3 clusters
  Score: Raw -165485.204823 + Penalty 2432.602342 = -163052.602481
  nChanged 15
		SP:Iteration 12Q (44027.030000 sec): 3 clusters
  Score: Raw -165492.847313 + Penalty 2432.602342 = -163060.244971
  nChanged 10
		SP:Iteration 13Q (44027.160000 sec): 3 clusters
  Score: Raw -165497.451793 + Penalty 2432.602342 = -163064.849451
  nChanged 13
		SP:Iteration 14Q (44027.380000 sec): 3 clusters
  Score: Raw -165506.371321 + Penalty 2432.602342 = -163073.768979
  nChanged 11
		SP:Iteration 15Q (44027.610000 sec): 3 clusters
  Score: Raw -165512.087049 + Penalty 2432.602342 = -163079.484707
  nChanged 6
		SP:Iteration 16Q (44027.810000 sec): 3 clusters
  Score: Raw -165514.847892 + Penalty 2432.602342 = -163082.245550
  nChanged 4
		SP:Iteration 17Q (44028.000000 sec): 3 clusters
  Score: Raw -165518.297279 + Penalty 2432.602342 = -163085.694937
  nChanged 7
		SP:Iteration 18Q (44028.210000 sec): 3 clusters
  Score: Raw -165523.617679 + Penalty 2432.602342 = -163091.015336
  nChanged 6
		SP:Iteration 19Q (44028.350000 sec): 3 clusters
  Score: Raw -165526.122432 + Penalty 2432.602342 = -163093.520090
  nChanged 5
		SP:Iteration 20F (44028.560000 sec): 3 clusters
  Score: Raw -165528.851772 + Penalty 2432.602342 = -163096.249430
  nChanged 4
		SP:Iteration 21Q (44028.720000 sec): 3 clusters
  Score: Raw -165532.564530 + Penalty 2432.602342 = -163099.962188
  nChanged 5
		SP:Iteration 22Q (44028.880000 sec): 3 clusters
  Score: Raw -165536.489487 + Penalty 2432.602342 = -163103.887145
  nChanged 3
		SP:Iteration 23Q (44029.090000 sec): 3 clusters
  Score: Raw -165537.122370 + Penalty 2432.602342 = -163104.520028
  nChanged 0
		SP:Iteration 24F (44029.250000 sec): 3 clusters
  Score: Raw -165537.122370 + Penalty 2432.602342 = -163104.520028
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (75429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44029.830000 sec): 2 clusters
  Score: Raw -8011555.298364 + Penalty 1825.028903 = -8009730.269461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44030.440000 sec): 3 clusters
  Score: Raw -7962733.687233 + Penalty 3650.057806 = -7959083.629427
  nChanged 35910
		SP:Iteration 1F (44031.060000 sec): 3 clusters
  Score: Raw -7984081.994540 + Penalty 3650.057806 = -7980431.936734
  nChanged 2730
		SP:Iteration 2Q (44031.750000 sec): 3 clusters
  Score: Raw -7984800.319756 + Penalty 3650.057806 = -7981150.261950
  nChanged 2753
		SP:Iteration 3Q (44032.380000 sec): 3 clusters
  Score: Raw -7985609.308997 + Penalty 3650.057806 = -7981959.251191
  nChanged 3072
		SP:Iteration 4Q (44033.050000 sec): 3 clusters
  Score: Raw -7986698.121917 + Penalty 3650.057806 = -7983048.064111
  nChanged 3580
		SP:Iteration 5Q (44033.700000 sec): 3 clusters
  Score: Raw -7988267.578079 + Penalty 3650.057806 = -7984617.520273
  nChanged 4126
		SP:Iteration 6F (44034.330000 sec): 3 clusters
  Score: Raw -7990559.128748 + Penalty 3650.057806 = -7986909.070942
  nChanged 4783
		SP:Iteration 7F (44034.920000 sec): 3 clusters
  Score: Raw -7993863.157107 + Penalty 3650.057806 = -7990213.099301
  nChanged 5098
		SP:Iteration 8F (44035.480000 sec): 3 clusters
  Score: Raw -7997898.492482 + Penalty 3650.057806 = -7994248.434676
  nChanged 4616
		SP:Iteration 9F (44036.060000 sec): 3 clusters
  Score: Raw -8001871.932865 + Penalty 3650.057806 = -7998221.875059
  nChanged 3732
		SP:Iteration 10Q (44036.660000 sec): 3 clusters
  Score: Raw -8005072.206810 + Penalty 3650.057806 = -8001422.149004
  nChanged 2595
		SP:Iteration 11Q (44037.330000 sec): 3 clusters
  Score: Raw -8007183.425095 + Penalty 3650.057806 = -8003533.367289
  nChanged 1820
		SP:Iteration 12Q (44037.980000 sec): 3 clusters
  Score: Raw -8008570.949222 + Penalty 3650.057806 = -8004920.891416
  nChanged 1300
		SP:Iteration 13Q (44038.620000 sec): 3 clusters
  Score: Raw -8009513.071763 + Penalty 3650.057806 = -8005863.013957
  nChanged 954
		SP:Iteration 14Q (44039.240000 sec): 3 clusters
  Score: Raw -8010173.488463 + Penalty 3650.057806 = -8006523.430657
  nChanged 680
		SP:Iteration 15Q (44039.740000 sec): 3 clusters
  Score: Raw -8010652.804548 + Penalty 3650.057806 = -8007002.746742
  nChanged 527
		SP:Iteration 16Q (44040.340000 sec): 3 clusters
  Score: Raw -8011038.673362 + Penalty 3650.057806 = -8007388.615556
  nChanged 354
		SP:Iteration 17Q (44040.840000 sec): 3 clusters
  Score: Raw -8011305.778826 + Penalty 3650.057806 = -8007655.721020
  nChanged 233
		SP:Iteration 18Q (44041.420000 sec): 3 clusters
  Score: Raw -8011487.316624 + Penalty 3650.057806 = -8007837.258818
  nChanged 158
		SP:Iteration 19Q (44041.970000 sec): 3 clusters
  Score: Raw -8011618.781427 + Penalty 3650.057806 = -8007968.723621
  nChanged 88
		SP:Iteration 20F (44042.590000 sec): 3 clusters
  Score: Raw -8011691.847021 + Penalty 3650.057806 = -8008041.789215
  nChanged 61
		SP:Iteration 21Q (44043.070000 sec): 3 clusters
  Score: Raw -8011735.810235 + Penalty 3650.057806 = -8008085.752429
  nChanged 38
		SP:Iteration 22Q (44043.650000 sec): 3 clusters
  Score: Raw -8011763.794446 + Penalty 3650.057806 = -8008113.736640
  nChanged 28
		SP:Iteration 23Q (44044.190000 sec): 3 clusters
  Score: Raw -8011790.350256 + Penalty 3650.057806 = -8008140.292450
  nChanged 23
		SP:Iteration 24Q (44044.740000 sec): 3 clusters
  Score: Raw -8011808.301241 + Penalty 3650.057806 = -8008158.243435
  nChanged 13
		SP:Iteration 25Q (44045.360000 sec): 3 clusters
  Score: Raw -8011818.409755 + Penalty 3650.057806 = -8008168.351949
  nChanged 11
		SP:Iteration 26Q (44045.940000 sec): 3 clusters
  Score: Raw -8011830.002124 + Penalty 3650.057806 = -8008179.944318
  nChanged 17
		SP:Iteration 27Q (44046.540000 sec): 3 clusters
  Score: Raw -8011845.462244 + Penalty 3650.057806 = -8008195.404438
  nChanged 19
		SP:Iteration 28Q (44047.170000 sec): 3 clusters
  Score: Raw -8011864.285658 + Penalty 3650.057806 = -8008214.227852
  nChanged 9
		SP:Iteration 29Q (44047.750000 sec): 3 clusters
  Score: Raw -8011875.894527 + Penalty 3650.057806 = -8008225.836721
  nChanged 6
		SP:Iteration 30Q (44048.310000 sec): 3 clusters
  Score: Raw -8011880.826654 + Penalty 3650.057806 = -8008230.768848
  nChanged 2
		SP:Iteration 31Q (44048.810000 sec): 3 clusters
  Score: Raw -8011882.747017 + Penalty 3650.057806 = -8008232.689211
  nChanged 4
		SP:Iteration 32Q (44049.310000 sec): 3 clusters
  Score: Raw -8011884.815275 + Penalty 3650.057806 = -8008234.757469
  nChanged 0
		SP:Iteration 33F (44049.930000 sec): 3 clusters
  Score: Raw -8011884.815275 + Penalty 3650.057806 = -8008234.757469
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (6584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44050.090000 sec): 2 clusters
  Score: Raw -626405.546695 + Penalty 1428.764633 = -624976.782061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44050.270000 sec): 3 clusters
  Score: Raw -622878.106014 + Penalty 2857.529266 = -620020.576748
  nChanged 2756
		SP:Iteration 1F (44050.450000 sec): 3 clusters
  Score: Raw -624450.941090 + Penalty 2857.529266 = -621593.411824
  nChanged 496
		SP:Iteration 2F (44050.620000 sec): 3 clusters
  Score: Raw -624726.020034 + Penalty 2857.529266 = -621868.490768
  nChanged 364
		SP:Iteration 3F (44050.770000 sec): 3 clusters
  Score: Raw -624918.846250 + Penalty 2857.529266 = -622061.316983
  nChanged 333
		SP:Iteration 4F (44050.970000 sec): 3 clusters
  Score: Raw -625125.491489 + Penalty 2857.529266 = -622267.962223
  nChanged 299
		SP:Iteration 5Q (44051.190000 sec): 3 clusters
  Score: Raw -625314.649624 + Penalty 2857.529266 = -622457.120357
  nChanged 311
		SP:Iteration 6Q (44051.390000 sec): 3 clusters
  Score: Raw -625486.482745 + Penalty 2857.529266 = -622628.953478
  nChanged 269
		SP:Iteration 7Q (44051.590000 sec): 3 clusters
  Score: Raw -625636.336879 + Penalty 2857.529266 = -622778.807613
  nChanged 249
		SP:Iteration 8Q (44051.780000 sec): 3 clusters
  Score: Raw -625773.256344 + Penalty 2857.529266 = -622915.727078
  nChanged 203
		SP:Iteration 9Q (44051.970000 sec): 3 clusters
  Score: Raw -625882.223669 + Penalty 2857.529266 = -623024.694403
  nChanged 197
		SP:Iteration 10Q (44052.170000 sec): 3 clusters
  Score: Raw -625975.014415 + Penalty 2857.529266 = -623117.485149
  nChanged 170
		SP:Iteration 11Q (44052.350000 sec): 3 clusters
  Score: Raw -626056.215585 + Penalty 2857.529266 = -623198.686319
  nChanged 140
		SP:Iteration 12Q (44052.570000 sec): 3 clusters
  Score: Raw -626123.680325 + Penalty 2857.529266 = -623266.151059
  nChanged 128
		SP:Iteration 13Q (44052.790000 sec): 3 clusters
  Score: Raw -626185.613876 + Penalty 2857.529266 = -623328.084609
  nChanged 112
		SP:Iteration 14Q (44053.050000 sec): 3 clusters
  Score: Raw -626244.352455 + Penalty 2857.529266 = -623386.823189
  nChanged 101
		SP:Iteration 15Q (44053.250000 sec): 3 clusters
  Score: Raw -626294.151945 + Penalty 2857.529266 = -623436.622679
  nChanged 91
		SP:Iteration 16Q (44053.490000 sec): 3 clusters
  Score: Raw -626336.524565 + Penalty 2857.529266 = -623478.995299
  nChanged 85
		SP:Iteration 17Q (44053.730000 sec): 3 clusters
  Score: Raw -626369.699498 + Penalty 2857.529266 = -623512.170232
  nChanged 62
		SP:Iteration 18Q (44053.930000 sec): 3 clusters
  Score: Raw -626391.640413 + Penalty 2857.529266 = -623534.111147
  nChanged 73
		SP:Iteration 19Q (44054.170000 sec): 3 clusters
  Score: Raw -626415.487232 + Penalty 2857.529266 = -623557.957966
  nChanged 62
		SP:Iteration 20F (44054.390000 sec): 3 clusters
  Score: Raw -626436.624245 + Penalty 2857.529266 = -623579.094978
  nChanged 52
		SP:Iteration 21Q (44054.610000 sec): 3 clusters
  Score: Raw -626451.921324 + Penalty 2857.529266 = -623594.392058
  nChanged 50
		SP:Iteration 22Q (44054.780000 sec): 3 clusters
  Score: Raw -626466.934696 + Penalty 2857.529266 = -623609.405429
  nChanged 55
		SP:Iteration 23Q (44054.980000 sec): 3 clusters
  Score: Raw -626487.022974 + Penalty 2857.529266 = -623629.493707
  nChanged 61
		SP:Iteration 24Q (44055.190000 sec): 3 clusters
  Score: Raw -626507.410779 + Penalty 2857.529266 = -623649.881512
  nChanged 59
		SP:Iteration 25Q (44055.370000 sec): 3 clusters
  Score: Raw -626526.485015 + Penalty 2857.529266 = -623668.955748
  nChanged 51
		SP:Iteration 26Q (44055.560000 sec): 3 clusters
  Score: Raw -626542.417091 + Penalty 2857.529266 = -623684.887825
  nChanged 43
		SP:Iteration 27Q (44055.820000 sec): 3 clusters
  Score: Raw -626554.310708 + Penalty 2857.529266 = -623696.781442
  nChanged 32
		SP:Iteration 28Q (44056.050000 sec): 3 clusters
  Score: Raw -626561.629344 + Penalty 2857.529266 = -623704.100078
  nChanged 30
		SP:Iteration 29Q (44056.270000 sec): 3 clusters
  Score: Raw -626568.535596 + Penalty 2857.529266 = -623711.006330
  nChanged 29
		SP:Iteration 30Q (44056.500000 sec): 3 clusters
  Score: Raw -626576.697788 + Penalty 2857.529266 = -623719.168521
  nChanged 32
		SP:Iteration 31Q (44056.770000 sec): 3 clusters
  Score: Raw -626585.630546 + Penalty 2857.529266 = -623728.101279
  nChanged 27
		SP:Iteration 32Q (44056.990000 sec): 3 clusters
  Score: Raw -626591.313190 + Penalty 2857.529266 = -623733.783923
  nChanged 23
		SP:Iteration 33Q (44057.210000 sec): 3 clusters
  Score: Raw -626596.698969 + Penalty 2857.529266 = -623739.169702
  nChanged 24
		SP:Iteration 34Q (44057.360000 sec): 3 clusters
  Score: Raw -626602.002374 + Penalty 2857.529266 = -623744.473108
  nChanged 28
		SP:Iteration 35Q (44057.600000 sec): 3 clusters
  Score: Raw -626608.100677 + Penalty 2857.529266 = -623750.571411
  nChanged 24
		SP:Iteration 36Q (44057.790000 sec): 3 clusters
  Score: Raw -626612.890921 + Penalty 2857.529266 = -623755.361655
  nChanged 19
		SP:Iteration 37Q (44057.940000 sec): 3 clusters
  Score: Raw -626616.097295 + Penalty 2857.529266 = -623758.568028
  nChanged 13
		SP:Iteration 38Q (44058.110000 sec): 3 clusters
  Score: Raw -626618.874863 + Penalty 2857.529266 = -623761.345597
  nChanged 14
		SP:Iteration 39Q (44058.280000 sec): 3 clusters
  Score: Raw -626622.001471 + Penalty 2857.529266 = -623764.472205
  nChanged 10
		SP:Iteration 40F (44058.420000 sec): 3 clusters
  Score: Raw -626624.132805 + Penalty 2857.529266 = -623766.603539
  nChanged 13
		SP:Iteration 41Q (44058.610000 sec): 3 clusters
  Score: Raw -626627.924456 + Penalty 2857.529266 = -623770.395189
  nChanged 13
		SP:Iteration 42Q (44058.800000 sec): 3 clusters
  Score: Raw -626630.596553 + Penalty 2857.529266 = -623773.067286
  nChanged 9
		SP:Iteration 43Q (44059.030000 sec): 3 clusters
  Score: Raw -626632.413410 + Penalty 2857.529266 = -623774.884143
  nChanged 12
		SP:Iteration 44Q (44059.240000 sec): 3 clusters
  Score: Raw -626635.279055 + Penalty 2857.529266 = -623777.749789
  nChanged 18
		SP:Iteration 45Q (44059.470000 sec): 3 clusters
  Score: Raw -626639.326542 + Penalty 2857.529266 = -623781.797276
  nChanged 18
		SP:Iteration 46Q (44059.670000 sec): 3 clusters
  Score: Raw -626643.016501 + Penalty 2857.529266 = -623785.487235
  nChanged 13
		SP:Iteration 47Q (44059.870000 sec): 3 clusters
  Score: Raw -626645.360693 + Penalty 2857.529266 = -623787.831426
  nChanged 6
		SP:Iteration 48Q (44060.080000 sec): 3 clusters
  Score: Raw -626646.261633 + Penalty 2857.529266 = -623788.732367
  nChanged 6
		SP:Iteration 49Q (44060.270000 sec): 3 clusters
  Score: Raw -626647.255700 + Penalty 2857.529266 = -623789.726434
  nChanged 5
		SP:Iteration 50Q (44060.450000 sec): 3 clusters
  Score: Raw -626648.061461 + Penalty 2857.529266 = -623790.532194
  nChanged 2
		SP:Iteration 51Q (44060.640000 sec): 3 clusters
  Score: Raw -626648.228372 + Penalty 2857.529266 = -623790.699105
  nChanged 0
		SP:Iteration 52F (44060.850000 sec): 3 clusters
  Score: Raw -626648.228372 + Penalty 2857.529266 = -623790.699105
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (6613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44060.980000 sec): 2 clusters
  Score: Raw -691343.371149 + Penalty 1429.478812 = -689913.892338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44061.160000 sec): 3 clusters
  Score: Raw -687831.600957 + Penalty 2858.957623 = -684972.643333
  nChanged 2746
		SP:Iteration 1F (44061.390000 sec): 3 clusters
  Score: Raw -689381.502542 + Penalty 2858.957623 = -686522.544918
  nChanged 461
		SP:Iteration 2F (44061.590000 sec): 3 clusters
  Score: Raw -689649.031176 + Penalty 2858.957623 = -686790.073552
  nChanged 374
		SP:Iteration 3F (44061.820000 sec): 3 clusters
  Score: Raw -689907.330320 + Penalty 2858.957623 = -687048.372696
  nChanged 328
		SP:Iteration 4Q (44062.020000 sec): 3 clusters
  Score: Raw -690180.145001 + Penalty 2858.957623 = -687321.187377
  nChanged 334
		SP:Iteration 5F (44062.230000 sec): 3 clusters
  Score: Raw -690432.507991 + Penalty 2858.957623 = -687573.550367
  nChanged 300
		SP:Iteration 6Q (44062.490000 sec): 3 clusters
  Score: Raw -690605.127415 + Penalty 2858.957623 = -687746.169791
  nChanged 236
		SP:Iteration 7Q (44062.730000 sec): 3 clusters
  Score: Raw -690719.877856 + Penalty 2858.957623 = -687860.920233
  nChanged 195
		SP:Iteration 8Q (44062.960000 sec): 3 clusters
  Score: Raw -690812.768290 + Penalty 2858.957623 = -687953.810666
  nChanged 173
		SP:Iteration 9Q (44063.210000 sec): 3 clusters
  Score: Raw -690888.486596 + Penalty 2858.957623 = -688029.528972
  nChanged 153
		SP:Iteration 10Q (44063.430000 sec): 3 clusters
  Score: Raw -690950.698986 + Penalty 2858.957623 = -688091.741363
  nChanged 129
		SP:Iteration 11Q (44063.650000 sec): 3 clusters
  Score: Raw -691000.052316 + Penalty 2858.957623 = -688141.094692
  nChanged 115
		SP:Iteration 12Q (44063.870000 sec): 3 clusters
  Score: Raw -691042.551976 + Penalty 2858.957623 = -688183.594353
  nChanged 97
		SP:Iteration 13Q (44064.080000 sec): 3 clusters
  Score: Raw -691083.946578 + Penalty 2858.957623 = -688224.988954
  nChanged 100
		SP:Iteration 14Q (44064.330000 sec): 3 clusters
  Score: Raw -691122.551705 + Penalty 2858.957623 = -688263.594082
  nChanged 92
		SP:Iteration 15Q (44064.490000 sec): 3 clusters
  Score: Raw -691156.188848 + Penalty 2858.957623 = -688297.231224
  nChanged 75
		SP:Iteration 16Q (44064.710000 sec): 3 clusters
  Score: Raw -691180.549460 + Penalty 2858.957623 = -688321.591837
  nChanged 55
		SP:Iteration 17Q (44064.890000 sec): 3 clusters
  Score: Raw -691196.553639 + Penalty 2858.957623 = -688337.596015
  nChanged 49
		SP:Iteration 18Q (44065.060000 sec): 3 clusters
  Score: Raw -691211.945071 + Penalty 2858.957623 = -688352.987448
  nChanged 45
		SP:Iteration 19Q (44065.240000 sec): 3 clusters
  Score: Raw -691225.511076 + Penalty 2858.957623 = -688366.553452
  nChanged 47
		SP:Iteration 20F (44065.430000 sec): 3 clusters
  Score: Raw -691241.231685 + Penalty 2858.957623 = -688382.274062
  nChanged 47
		SP:Iteration 21Q (44065.630000 sec): 3 clusters
  Score: Raw -691260.317891 + Penalty 2858.957623 = -688401.360267
  nChanged 49
		SP:Iteration 22Q (44065.830000 sec): 3 clusters
  Score: Raw -691279.200099 + Penalty 2858.957623 = -688420.242475
  nChanged 53
		SP:Iteration 23Q (44066.060000 sec): 3 clusters
  Score: Raw -691303.925792 + Penalty 2858.957623 = -688444.968168
  nChanged 58
		SP:Iteration 24Q (44066.320000 sec): 3 clusters
  Score: Raw -691332.328569 + Penalty 2858.957623 = -688473.370945
  nChanged 52
		SP:Iteration 25Q (44066.510000 sec): 3 clusters
  Score: Raw -691353.198464 + Penalty 2858.957623 = -688494.240840
  nChanged 37
		SP:Iteration 26Q (44066.670000 sec): 3 clusters
  Score: Raw -691367.839506 + Penalty 2858.957623 = -688508.881883
  nChanged 30
		SP:Iteration 27Q (44066.840000 sec): 3 clusters
  Score: Raw -691379.785966 + Penalty 2858.957623 = -688520.828343
  nChanged 24
		SP:Iteration 28Q (44067.030000 sec): 3 clusters
  Score: Raw -691390.854532 + Penalty 2858.957623 = -688531.896908
  nChanged 27
		SP:Iteration 29Q (44067.240000 sec): 3 clusters
  Score: Raw -691404.967186 + Penalty 2858.957623 = -688546.009563
  nChanged 29
		SP:Iteration 30Q (44067.540000 sec): 3 clusters
  Score: Raw -691419.882770 + Penalty 2858.957623 = -688560.925147
  nChanged 23
		SP:Iteration 31Q (44067.720000 sec): 3 clusters
  Score: Raw -691429.234755 + Penalty 2858.957623 = -688570.277132
  nChanged 19
		SP:Iteration 32Q (44067.960000 sec): 3 clusters
  Score: Raw -691435.385743 + Penalty 2858.957623 = -688576.428119
  nChanged 8
		SP:Iteration 33Q (44068.170000 sec): 3 clusters
  Score: Raw -691438.239133 + Penalty 2858.957623 = -688579.281510
  nChanged 6
		SP:Iteration 34Q (44068.360000 sec): 3 clusters
  Score: Raw -691441.228080 + Penalty 2858.957623 = -688582.270457
  nChanged 11
		SP:Iteration 35Q (44068.590000 sec): 3 clusters
  Score: Raw -691446.593848 + Penalty 2858.957623 = -688587.636225
  nChanged 14
		SP:Iteration 36Q (44068.770000 sec): 3 clusters
  Score: Raw -691450.803177 + Penalty 2858.957623 = -688591.845553
  nChanged 9
		SP:Iteration 37Q (44068.980000 sec): 3 clusters
  Score: Raw -691454.600694 + Penalty 2858.957623 = -688595.643070
  nChanged 7
		SP:Iteration 38Q (44069.170000 sec): 3 clusters
  Score: Raw -691457.033298 + Penalty 2858.957623 = -688598.075674
  nChanged 5
		SP:Iteration 39Q (44069.380000 sec): 3 clusters
  Score: Raw -691458.710445 + Penalty 2858.957623 = -688599.752822
  nChanged 2
		SP:Iteration 40F (44069.610000 sec): 3 clusters
  Score: Raw -691459.156874 + Penalty 2858.957623 = -688600.199251
  nChanged 1
		SP:Iteration 41Q (44069.840000 sec): 3 clusters
  Score: Raw -691459.324384 + Penalty 2858.957623 = -688600.366761
  nChanged 0
		SP:Iteration 42F (44070.050000 sec): 3 clusters
  Score: Raw -691459.324384 + Penalty 2858.957623 = -688600.366761
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44070.160000 sec): 2 clusters
  Score: Raw -72621.204687 + Penalty 1094.757131 = -71526.447556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44070.420000 sec): 3 clusters
  Score: Raw -72465.531306 + Penalty 2189.514261 = -70276.017044
  nChanged 257
		SP:Iteration 1F (44070.600000 sec): 3 clusters
  Score: Raw -72878.044555 + Penalty 2189.514261 = -70688.530294
  nChanged 99
		SP:Iteration 2F (44070.780000 sec): 3 clusters
  Score: Raw -73140.519100 + Penalty 2189.514261 = -70951.004839
  nChanged 68
		SP:Iteration 3F (44070.960000 sec): 3 clusters
  Score: Raw -73289.126914 + Penalty 2189.514261 = -71099.612653
  nChanged 35
		SP:Iteration 4Q (44071.130000 sec): 3 clusters
  Score: Raw -73365.913472 + Penalty 2189.514261 = -71176.399211
  nChanged 26
		SP:Iteration 5Q (44071.300000 sec): 3 clusters
  Score: Raw -73405.629369 + Penalty 2189.514261 = -71216.115108
  nChanged 19
		SP:Iteration 6Q (44071.480000 sec): 3 clusters
  Score: Raw -73434.894425 + Penalty 2189.514261 = -71245.380163
  nChanged 13
		SP:Iteration 7Q (44071.620000 sec): 3 clusters
  Score: Raw -73461.926163 + Penalty 2189.514261 = -71272.411902
  nChanged 9
		SP:Iteration 8Q (44071.800000 sec): 3 clusters
  Score: Raw -73476.593182 + Penalty 2189.514261 = -71287.078921
  nChanged 9
		SP:Iteration 9Q (44071.970000 sec): 3 clusters
  Score: Raw -73489.559459 + Penalty 2189.514261 = -71300.045198
  nChanged 8
		SP:Iteration 10Q (44072.100000 sec): 3 clusters
  Score: Raw -73500.541293 + Penalty 2189.514261 = -71311.027032
  nChanged 4
		SP:Iteration 11Q (44072.230000 sec): 3 clusters
  Score: Raw -73504.965570 + Penalty 2189.514261 = -71315.451308
  nChanged 1
		SP:Iteration 12Q (44072.360000 sec): 3 clusters
  Score: Raw -73506.377188 + Penalty 2189.514261 = -71316.862927
  nChanged 0
		SP:Iteration 13F (44072.530000 sec): 3 clusters
  Score: Raw -73506.377188 + Penalty 2189.514261 = -71316.862927
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44072.740000 sec): 2 clusters
  Score: Raw -1283470.296282 + Penalty 1528.886983 = -1281941.409299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44072.920000 sec): 3 clusters
  Score: Raw -1276429.185538 + Penalty 3057.773965 = -1273371.411572
  nChanged 5300
		SP:Iteration 1F (44073.250000 sec): 3 clusters
  Score: Raw -1279194.948384 + Penalty 3057.773965 = -1276137.174419
  nChanged 748
		SP:Iteration 2F (44073.510000 sec): 3 clusters
  Score: Raw -1279511.066358 + Penalty 3057.773965 = -1276453.292393
  nChanged 658
		SP:Iteration 3F (44073.760000 sec): 3 clusters
  Score: Raw -1279792.525840 + Penalty 3057.773965 = -1276734.751874
  nChanged 594
		SP:Iteration 4Q (44074.040000 sec): 3 clusters
  Score: Raw -1280073.872900 + Penalty 3057.773965 = -1277016.098934
  nChanged 628
		SP:Iteration 5F (44074.330000 sec): 3 clusters
  Score: Raw -1280381.150713 + Penalty 3057.773965 = -1277323.376747
  nChanged 673
		SP:Iteration 6F (44074.660000 sec): 3 clusters
  Score: Raw -1280730.585238 + Penalty 3057.773965 = -1277672.811273
  nChanged 660
		SP:Iteration 7F (44074.990000 sec): 3 clusters
  Score: Raw -1281100.056066 + Penalty 3057.773965 = -1278042.282101
  nChanged 637
		SP:Iteration 8F (44075.220000 sec): 3 clusters
  Score: Raw -1281452.656606 + Penalty 3057.773965 = -1278394.882641
  nChanged 544
		SP:Iteration 9Q (44075.480000 sec): 3 clusters
  Score: Raw -1281733.276099 + Penalty 3057.773965 = -1278675.502134
  nChanged 444
		SP:Iteration 10Q (44075.760000 sec): 3 clusters
  Score: Raw -1281949.920916 + Penalty 3057.773965 = -1278892.146951
  nChanged 385
		SP:Iteration 11Q (44076.020000 sec): 3 clusters
  Score: Raw -1282117.922155 + Penalty 3057.773965 = -1279060.148190
  nChanged 321
		SP:Iteration 12Q (44076.280000 sec): 3 clusters
  Score: Raw -1282254.884798 + Penalty 3057.773965 = -1279197.110833
  nChanged 277
		SP:Iteration 13Q (44076.560000 sec): 3 clusters
  Score: Raw -1282370.642884 + Penalty 3057.773965 = -1279312.868919
  nChanged 250
		SP:Iteration 14Q (44076.830000 sec): 3 clusters
  Score: Raw -1282487.772241 + Penalty 3057.773965 = -1279429.998275
  nChanged 247
		SP:Iteration 15Q (44077.050000 sec): 3 clusters
  Score: Raw -1282607.678310 + Penalty 3057.773965 = -1279549.904345
  nChanged 221
		SP:Iteration 16Q (44077.300000 sec): 3 clusters
  Score: Raw -1282731.184934 + Penalty 3057.773965 = -1279673.410969
  nChanged 214
		SP:Iteration 17Q (44077.590000 sec): 3 clusters
  Score: Raw -1282854.661033 + Penalty 3057.773965 = -1279796.887068
  nChanged 198
		SP:Iteration 18Q (44077.860000 sec): 3 clusters
  Score: Raw -1282971.063020 + Penalty 3057.773965 = -1279913.289055
  nChanged 186
		SP:Iteration 19Q (44078.160000 sec): 3 clusters
  Score: Raw -1283081.730629 + Penalty 3057.773965 = -1280023.956664
  nChanged 169
		SP:Iteration 20F (44078.420000 sec): 3 clusters
  Score: Raw -1283186.857734 + Penalty 3057.773965 = -1280129.083769
  nChanged 130
		SP:Iteration 21Q (44078.720000 sec): 3 clusters
  Score: Raw -1283268.483773 + Penalty 3057.773965 = -1280210.709807
  nChanged 124
		SP:Iteration 22Q (44078.950000 sec): 3 clusters
  Score: Raw -1283368.186210 + Penalty 3057.773965 = -1280310.412245
  nChanged 113
		SP:Iteration 23Q (44079.210000 sec): 3 clusters
  Score: Raw -1283458.017269 + Penalty 3057.773965 = -1280400.243304
  nChanged 91
		SP:Iteration 24Q (44079.460000 sec): 3 clusters
  Score: Raw -1283525.108288 + Penalty 3057.773965 = -1280467.334322
  nChanged 66
		SP:Iteration 25Q (44079.770000 sec): 3 clusters
  Score: Raw -1283572.330421 + Penalty 3057.773965 = -1280514.556456
  nChanged 46
		SP:Iteration 26Q (44079.960000 sec): 3 clusters
  Score: Raw -1283610.176768 + Penalty 3057.773965 = -1280552.402803
  nChanged 26
		SP:Iteration 27Q (44080.160000 sec): 3 clusters
  Score: Raw -1283628.712863 + Penalty 3057.773965 = -1280570.938898
  nChanged 17
		SP:Iteration 28Q (44080.420000 sec): 3 clusters
  Score: Raw -1283642.096070 + Penalty 3057.773965 = -1280584.322105
  nChanged 12
		SP:Iteration 29Q (44080.590000 sec): 3 clusters
  Score: Raw -1283651.239656 + Penalty 3057.773965 = -1280593.465691
  nChanged 13
		SP:Iteration 30Q (44080.830000 sec): 3 clusters
  Score: Raw -1283660.649797 + Penalty 3057.773965 = -1280602.875832
  nChanged 12
		SP:Iteration 31Q (44081.070000 sec): 3 clusters
  Score: Raw -1283669.526964 + Penalty 3057.773965 = -1280611.752998
  nChanged 10
		SP:Iteration 32Q (44081.300000 sec): 3 clusters
  Score: Raw -1283676.526752 + Penalty 3057.773965 = -1280618.752786
  nChanged 7
		SP:Iteration 33Q (44081.530000 sec): 3 clusters
  Score: Raw -1283681.345517 + Penalty 3057.773965 = -1280623.571552
  nChanged 7
		SP:Iteration 34Q (44081.800000 sec): 3 clusters
  Score: Raw -1283686.411962 + Penalty 3057.773965 = -1280628.637997
  nChanged 10
		SP:Iteration 35Q (44082.040000 sec): 3 clusters
  Score: Raw -1283692.631525 + Penalty 3057.773965 = -1280634.857560
  nChanged 8
		SP:Iteration 36Q (44082.280000 sec): 3 clusters
  Score: Raw -1283697.540038 + Penalty 3057.773965 = -1280639.766073
  nChanged 6
		SP:Iteration 37Q (44082.560000 sec): 3 clusters
  Score: Raw -1283702.591682 + Penalty 3057.773965 = -1280644.817717
  nChanged 7
		SP:Iteration 38Q (44082.760000 sec): 3 clusters
  Score: Raw -1283706.906918 + Penalty 3057.773965 = -1280649.132953
  nChanged 2
		SP:Iteration 39Q (44083.040000 sec): 3 clusters
  Score: Raw -1283707.915399 + Penalty 3057.773965 = -1280650.141434
  nChanged 0
		SP:Iteration 40F (44083.340000 sec): 3 clusters
  Score: Raw -1283707.915399 + Penalty 3057.773965 = -1280650.141434
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44083.420000 sec): 2 clusters
  Score: Raw -87299.786273 + Penalty 1125.409220 = -86174.377053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44083.540000 sec): 3 clusters
  Score: Raw -86998.124889 + Penalty 2250.818439 = -84747.306450
  nChanged 316
		SP:Iteration 1F (44083.690000 sec): 3 clusters
  Score: Raw -87406.245931 + Penalty 2250.818439 = -85155.427492
  nChanged 101
		SP:Iteration 2F (44083.840000 sec): 3 clusters
  Score: Raw -87578.493217 + Penalty 2250.818439 = -85327.674778
  nChanged 70
		SP:Iteration 3F (44083.980000 sec): 3 clusters
  Score: Raw -87677.570767 + Penalty 2250.818439 = -85426.752328
  nChanged 40
		SP:Iteration 4Q (44084.130000 sec): 3 clusters
  Score: Raw -87741.199075 + Penalty 2250.818439 = -85490.380636
  nChanged 31
		SP:Iteration 5Q (44084.270000 sec): 3 clusters
  Score: Raw -87782.369759 + Penalty 2250.818439 = -85531.551320
  nChanged 30
		SP:Iteration 6Q (44084.410000 sec): 3 clusters
  Score: Raw -87826.369589 + Penalty 2250.818439 = -85575.551150
  nChanged 25
		SP:Iteration 7Q (44084.560000 sec): 3 clusters
  Score: Raw -87858.159663 + Penalty 2250.818439 = -85607.341223
  nChanged 19
		SP:Iteration 8Q (44084.700000 sec): 3 clusters
  Score: Raw -87881.764379 + Penalty 2250.818439 = -85630.945940
  nChanged 9
		SP:Iteration 9Q (44084.800000 sec): 3 clusters
  Score: Raw -87891.688552 + Penalty 2250.818439 = -85640.870113
  nChanged 11
		SP:Iteration 10Q (44084.990000 sec): 3 clusters
  Score: Raw -87909.091716 + Penalty 2250.818439 = -85658.273277
  nChanged 9
		SP:Iteration 11Q (44085.120000 sec): 3 clusters
  Score: Raw -87919.242693 + Penalty 2250.818439 = -85668.424254
  nChanged 5
		SP:Iteration 12Q (44085.260000 sec): 3 clusters
  Score: Raw -87924.345109 + Penalty 2250.818439 = -85673.526670
  nChanged 3
		SP:Iteration 13Q (44085.400000 sec): 3 clusters
  Score: Raw -87929.387695 + Penalty 2250.818439 = -85678.569256
  nChanged 6
		SP:Iteration 14Q (44085.540000 sec): 3 clusters
  Score: Raw -87940.317294 + Penalty 2250.818439 = -85689.498855
  nChanged 6
		SP:Iteration 15Q (44085.680000 sec): 3 clusters
  Score: Raw -87946.127437 + Penalty 2250.818439 = -85695.308998
  nChanged 4
		SP:Iteration 16Q (44085.820000 sec): 3 clusters
  Score: Raw -87949.037621 + Penalty 2250.818439 = -85698.219182
  nChanged 1
		SP:Iteration 17Q (44086.010000 sec): 3 clusters
  Score: Raw -87949.761419 + Penalty 2250.818439 = -85698.942980
  nChanged 0
		SP:Iteration 18F (44086.120000 sec): 3 clusters
  Score: Raw -87949.761419 + Penalty 2250.818439 = -85698.942980
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (6782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44086.300000 sec): 2 clusters
  Score: Raw -689373.194971 + Penalty 1433.579440 = -687939.615531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44086.460000 sec): 3 clusters
  Score: Raw -685830.258136 + Penalty 2867.158880 = -682963.099256
  nChanged 2826
		SP:Iteration 1F (44086.630000 sec): 3 clusters
  Score: Raw -687695.229103 + Penalty 2867.158880 = -684828.070224
  nChanged 590
		SP:Iteration 2F (44086.870000 sec): 3 clusters
  Score: Raw -688207.903887 + Penalty 2867.158880 = -685340.745007
  nChanged 526
		SP:Iteration 3F (44087.040000 sec): 3 clusters
  Score: Raw -688555.665150 + Penalty 2867.158880 = -685688.506270
  nChanged 385
		SP:Iteration 4F (44087.250000 sec): 3 clusters
  Score: Raw -688782.342254 + Penalty 2867.158880 = -685915.183374
  nChanged 324
		SP:Iteration 5Q (44087.420000 sec): 3 clusters
  Score: Raw -688956.538495 + Penalty 2867.158880 = -686089.379615
  nChanged 269
		SP:Iteration 6Q (44087.590000 sec): 3 clusters
  Score: Raw -689115.230454 + Penalty 2867.158880 = -686248.071574
  nChanged 248
		SP:Iteration 7Q (44087.800000 sec): 3 clusters
  Score: Raw -689268.834234 + Penalty 2867.158880 = -686401.675354
  nChanged 248
		SP:Iteration 8Q (44087.990000 sec): 3 clusters
  Score: Raw -689440.830255 + Penalty 2867.158880 = -686573.671375
  nChanged 272
		SP:Iteration 9Q (44088.170000 sec): 3 clusters
  Score: Raw -689622.790030 + Penalty 2867.158880 = -686755.631150
  nChanged 255
		SP:Iteration 10Q (44088.380000 sec): 3 clusters
  Score: Raw -689817.782366 + Penalty 2867.158880 = -686950.623486
  nChanged 240
		SP:Iteration 11Q (44088.560000 sec): 3 clusters
  Score: Raw -690026.143460 + Penalty 2867.158880 = -687158.984580
  nChanged 227
		SP:Iteration 12Q (44088.830000 sec): 3 clusters
  Score: Raw -690240.207285 + Penalty 2867.158880 = -687373.048405
  nChanged 192
		SP:Iteration 13Q (44089.040000 sec): 3 clusters
  Score: Raw -690410.689903 + Penalty 2867.158880 = -687543.531023
  nChanged 148
		SP:Iteration 14Q (44089.230000 sec): 3 clusters
  Score: Raw -690506.959902 + Penalty 2867.158880 = -687639.801022
  nChanged 106
		SP:Iteration 15Q (44089.440000 sec): 3 clusters
  Score: Raw -690560.107790 + Penalty 2867.158880 = -687692.948910
  nChanged 76
		SP:Iteration 16Q (44089.640000 sec): 3 clusters
  Score: Raw -690587.959076 + Penalty 2867.158880 = -687720.800196
  nChanged 62
		SP:Iteration 17Q (44089.820000 sec): 3 clusters
  Score: Raw -690603.902184 + Penalty 2867.158880 = -687736.743304
  nChanged 29
		SP:Iteration 18Q (44090.080000 sec): 3 clusters
  Score: Raw -690609.417329 + Penalty 2867.158880 = -687742.258449
  nChanged 19
		SP:Iteration 19Q (44090.300000 sec): 3 clusters
  Score: Raw -690612.906437 + Penalty 2867.158880 = -687745.747557
  nChanged 11
		SP:Iteration 20F (44090.500000 sec): 3 clusters
  Score: Raw -690614.335766 + Penalty 2867.158880 = -687747.176886
  nChanged 8
		SP:Iteration 21Q (44090.760000 sec): 3 clusters
  Score: Raw -690615.526757 + Penalty 2867.158880 = -687748.367877
  nChanged 4
		SP:Iteration 22Q (44090.950000 sec): 3 clusters
  Score: Raw -690616.033387 + Penalty 2867.158880 = -687748.874507
  nChanged 4
		SP:Iteration 23Q (44091.120000 sec): 3 clusters
  Score: Raw -690616.416736 + Penalty 2867.158880 = -687749.257856
  nChanged 5
		SP:Iteration 24Q (44091.320000 sec): 3 clusters
  Score: Raw -690617.109023 + Penalty 2867.158880 = -687749.950143
  nChanged 0
		SP:Iteration 25F (44091.500000 sec): 3 clusters
  Score: Raw -690617.109023 + Penalty 2867.158880 = -687749.950143
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44091.610000 sec): 2 clusters
  Score: Raw -189425.356910 + Penalty 1231.946597 = -188193.410313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44091.790000 sec): 3 clusters
  Score: Raw -188560.475171 + Penalty 2463.893194 = -186096.581977
  nChanged 748
		SP:Iteration 1F (44091.960000 sec): 3 clusters
  Score: Raw -189030.430523 + Penalty 2463.893194 = -186566.537329
  nChanged 164
		SP:Iteration 2F (44092.140000 sec): 3 clusters
  Score: Raw -189138.597796 + Penalty 2463.893194 = -186674.704603
  nChanged 86
		SP:Iteration 3Q (44092.280000 sec): 3 clusters
  Score: Raw -189195.570779 + Penalty 2463.893194 = -186731.677585
  nChanged 71
		SP:Iteration 4Q (44092.460000 sec): 3 clusters
  Score: Raw -189255.797629 + Penalty 2463.893194 = -186791.904435
  nChanged 65
		SP:Iteration 5Q (44092.630000 sec): 3 clusters
  Score: Raw -189297.322505 + Penalty 2463.893194 = -186833.429311
  nChanged 46
		SP:Iteration 6Q (44092.880000 sec): 3 clusters
  Score: Raw -189332.758867 + Penalty 2463.893194 = -186868.865674
  nChanged 38
		SP:Iteration 7Q (44093.080000 sec): 3 clusters
  Score: Raw -189359.751318 + Penalty 2463.893194 = -186895.858124
  nChanged 30
		SP:Iteration 8Q (44093.260000 sec): 3 clusters
  Score: Raw -189376.847661 + Penalty 2463.893194 = -186912.954467
  nChanged 16
		SP:Iteration 9Q (44093.400000 sec): 3 clusters
  Score: Raw -189387.052646 + Penalty 2463.893194 = -186923.159453
  nChanged 16
		SP:Iteration 10Q (44093.540000 sec): 3 clusters
  Score: Raw -189395.356386 + Penalty 2463.893194 = -186931.463193
  nChanged 14
		SP:Iteration 11Q (44093.690000 sec): 3 clusters
  Score: Raw -189401.705879 + Penalty 2463.893194 = -186937.812686
  nChanged 11
		SP:Iteration 12Q (44093.800000 sec): 3 clusters
  Score: Raw -189407.021589 + Penalty 2463.893194 = -186943.128396
  nChanged 7
		SP:Iteration 13Q (44093.930000 sec): 3 clusters
  Score: Raw -189409.609990 + Penalty 2463.893194 = -186945.716797
  nChanged 6
		SP:Iteration 14Q (44094.120000 sec): 3 clusters
  Score: Raw -189412.876568 + Penalty 2463.893194 = -186948.983374
  nChanged 8
		SP:Iteration 15Q (44094.260000 sec): 3 clusters
  Score: Raw -189415.690014 + Penalty 2463.893194 = -186951.796821
  nChanged 5
		SP:Iteration 16Q (44094.400000 sec): 3 clusters
  Score: Raw -189418.755448 + Penalty 2463.893194 = -186954.862254
  nChanged 6
		SP:Iteration 17Q (44094.500000 sec): 3 clusters
  Score: Raw -189422.748323 + Penalty 2463.893194 = -186958.855130
  nChanged 4
		SP:Iteration 18Q (44094.640000 sec): 3 clusters
  Score: Raw -189423.762181 + Penalty 2463.893194 = -186959.868987
  nChanged 2
		SP:Iteration 19Q (44094.780000 sec): 3 clusters
  Score: Raw -189424.357665 + Penalty 2463.893194 = -186960.464472
  nChanged 3
		SP:Iteration 20F (44094.960000 sec): 3 clusters
  Score: Raw -189425.835086 + Penalty 2463.893194 = -186961.941892
  nChanged 4
		SP:Iteration 21Q (44095.200000 sec): 3 clusters
  Score: Raw -189427.200492 + Penalty 2463.893194 = -186963.307298
  nChanged 2
		SP:Iteration 22Q (44095.420000 sec): 3 clusters
  Score: Raw -189428.497533 + Penalty 2463.893194 = -186964.604339
  nChanged 4
		SP:Iteration 23Q (44095.620000 sec): 3 clusters
  Score: Raw -189430.063565 + Penalty 2463.893194 = -186966.170371
  nChanged 3
		SP:Iteration 24Q (44095.810000 sec): 3 clusters
  Score: Raw -189430.740082 + Penalty 2463.893194 = -186966.846888
  nChanged 2
		SP:Iteration 25Q (44095.980000 sec): 3 clusters
  Score: Raw -189430.965198 + Penalty 2463.893194 = -186967.072004
  nChanged 0
		SP:Iteration 26F (44096.180000 sec): 3 clusters
  Score: Raw -189430.965198 + Penalty 2463.893194 = -186967.072004
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (5156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44096.380000 sec): 2 clusters
  Score: Raw -431811.888535 + Penalty 1389.036409 = -430422.852126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44096.590000 sec): 3 clusters
  Score: Raw -429192.469130 + Penalty 2778.072818 = -426414.396312
  nChanged 2139
		SP:Iteration 1F (44096.790000 sec): 3 clusters
  Score: Raw -430590.835166 + Penalty 2778.072818 = -427812.762347
  nChanged 437
		SP:Iteration 2F (44097.040000 sec): 3 clusters
  Score: Raw -430930.244190 + Penalty 2778.072818 = -428152.171371
  nChanged 345
		SP:Iteration 3F (44097.220000 sec): 3 clusters
  Score: Raw -431217.152427 + Penalty 2778.072818 = -428439.079608
  nChanged 306
		SP:Iteration 4F (44097.420000 sec): 3 clusters
  Score: Raw -431458.987503 + Penalty 2778.072818 = -428680.914684
  nChanged 255
		SP:Iteration 5Q (44097.680000 sec): 3 clusters
  Score: Raw -431605.698784 + Penalty 2778.072818 = -428827.625966
  nChanged 192
		SP:Iteration 6Q (44097.860000 sec): 3 clusters
  Score: Raw -431710.929644 + Penalty 2778.072818 = -428932.856826
  nChanged 155
		SP:Iteration 7Q (44098.100000 sec): 3 clusters
  Score: Raw -431785.243820 + Penalty 2778.072818 = -429007.171001
  nChanged 119
		SP:Iteration 8Q (44098.260000 sec): 3 clusters
  Score: Raw -431850.503576 + Penalty 2778.072818 = -429072.430757
  nChanged 115
		SP:Iteration 9Q (44098.420000 sec): 3 clusters
  Score: Raw -431910.008939 + Penalty 2778.072818 = -429131.936120
  nChanged 113
		SP:Iteration 10Q (44098.590000 sec): 3 clusters
  Score: Raw -431957.912791 + Penalty 2778.072818 = -429179.839972
  nChanged 86
		SP:Iteration 11Q (44098.740000 sec): 3 clusters
  Score: Raw -431997.248654 + Penalty 2778.072818 = -429219.175836
  nChanged 92
		SP:Iteration 12Q (44098.910000 sec): 3 clusters
  Score: Raw -432041.694354 + Penalty 2778.072818 = -429263.621536
  nChanged 94
		SP:Iteration 13Q (44099.080000 sec): 3 clusters
  Score: Raw -432090.579824 + Penalty 2778.072818 = -429312.507006
  nChanged 90
		SP:Iteration 14Q (44099.230000 sec): 3 clusters
  Score: Raw -432136.892983 + Penalty 2778.072818 = -429358.820165
  nChanged 89
		SP:Iteration 15Q (44099.490000 sec): 3 clusters
  Score: Raw -432189.590138 + Penalty 2778.072818 = -429411.517320
  nChanged 96
		SP:Iteration 16Q (44099.730000 sec): 3 clusters
  Score: Raw -432241.094499 + Penalty 2778.072818 = -429463.021681
  nChanged 82
		SP:Iteration 17Q (44099.970000 sec): 3 clusters
  Score: Raw -432291.644348 + Penalty 2778.072818 = -429513.571530
  nChanged 85
		SP:Iteration 18Q (44100.170000 sec): 3 clusters
  Score: Raw -432342.926730 + Penalty 2778.072818 = -429564.853911
  nChanged 80
		SP:Iteration 19Q (44100.430000 sec): 3 clusters
  Score: Raw -432384.078367 + Penalty 2778.072818 = -429606.005548
  nChanged 68
		SP:Iteration 20F (44100.670000 sec): 3 clusters
  Score: Raw -432431.374981 + Penalty 2778.072818 = -429653.302162
  nChanged 79
		SP:Iteration 21Q (44100.880000 sec): 3 clusters
  Score: Raw -432484.128565 + Penalty 2778.072818 = -429706.055746
  nChanged 85
		SP:Iteration 22Q (44101.120000 sec): 3 clusters
  Score: Raw -432541.377075 + Penalty 2778.072818 = -429763.304256
  nChanged 67
		SP:Iteration 23Q (44101.320000 sec): 3 clusters
  Score: Raw -432585.542772 + Penalty 2778.072818 = -429807.469954
  nChanged 63
		SP:Iteration 24Q (44101.510000 sec): 3 clusters
  Score: Raw -432627.934989 + Penalty 2778.072818 = -429849.862170
  nChanged 51
		SP:Iteration 25Q (44101.700000 sec): 3 clusters
  Score: Raw -432651.678186 + Penalty 2778.072818 = -429873.605368
  nChanged 44
		SP:Iteration 26Q (44101.870000 sec): 3 clusters
  Score: Raw -432672.412032 + Penalty 2778.072818 = -429894.339214
  nChanged 32
		SP:Iteration 27Q (44102.020000 sec): 3 clusters
  Score: Raw -432690.303565 + Penalty 2778.072818 = -429912.230747
  nChanged 30
		SP:Iteration 28Q (44102.230000 sec): 3 clusters
  Score: Raw -432704.511703 + Penalty 2778.072818 = -429926.438885
  nChanged 27
		SP:Iteration 29Q (44102.420000 sec): 3 clusters
  Score: Raw -432714.650925 + Penalty 2778.072818 = -429936.578107
  nChanged 16
		SP:Iteration 30Q (44102.600000 sec): 3 clusters
  Score: Raw -432720.408603 + Penalty 2778.072818 = -429942.335785
  nChanged 11
		SP:Iteration 31Q (44102.790000 sec): 3 clusters
  Score: Raw -432725.903459 + Penalty 2778.072818 = -429947.830641
  nChanged 15
		SP:Iteration 32Q (44103.000000 sec): 3 clusters
  Score: Raw -432729.727295 + Penalty 2778.072818 = -429951.654477
  nChanged 5
		SP:Iteration 33Q (44103.190000 sec): 3 clusters
  Score: Raw -432731.959183 + Penalty 2778.072818 = -429953.886365
  nChanged 7
		SP:Iteration 34Q (44103.430000 sec): 3 clusters
  Score: Raw -432734.188595 + Penalty 2778.072818 = -429956.115777
  nChanged 7
		SP:Iteration 35Q (44103.560000 sec): 3 clusters
  Score: Raw -432738.554239 + Penalty 2778.072818 = -429960.481420
  nChanged 8
		SP:Iteration 36Q (44103.760000 sec): 3 clusters
  Score: Raw -432741.042021 + Penalty 2778.072818 = -429962.969203
  nChanged 4
		SP:Iteration 37Q (44103.930000 sec): 3 clusters
  Score: Raw -432741.993248 + Penalty 2778.072818 = -429963.920429
  nChanged 3
		SP:Iteration 38Q (44104.150000 sec): 3 clusters
  Score: Raw -432742.898885 + Penalty 2778.072818 = -429964.826067
  nChanged 3
		SP:Iteration 39Q (44104.370000 sec): 3 clusters
  Score: Raw -432743.834350 + Penalty 2778.072818 = -429965.761532
  nChanged 3
		SP:Iteration 40F (44104.540000 sec): 3 clusters
  Score: Raw -432744.714491 + Penalty 2778.072818 = -429966.641673
  nChanged 1
		SP:Iteration 41Q (44104.740000 sec): 3 clusters
  Score: Raw -432744.906867 + Penalty 2778.072818 = -429966.834049
  nChanged 0
		SP:Iteration 42F (44104.940000 sec): 3 clusters
  Score: Raw -432744.906867 + Penalty 2778.072818 = -429966.834049
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44105.020000 sec): 2 clusters
  Score: Raw -235217.129237 + Penalty 1258.210843 = -233958.918394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44105.240000 sec): 3 clusters
  Score: Raw -234198.707292 + Penalty 2516.421686 = -231682.285606
  nChanged 816
		SP:Iteration 1F (44105.420000 sec): 3 clusters
  Score: Raw -234750.982848 + Penalty 2516.421686 = -232234.561162
  nChanged 211
		SP:Iteration 2F (44105.580000 sec): 3 clusters
  Score: Raw -234928.604879 + Penalty 2516.421686 = -232412.183194
  nChanged 131
		SP:Iteration 3F (44105.720000 sec): 3 clusters
  Score: Raw -235029.591850 + Penalty 2516.421686 = -232513.170165
  nChanged 104
		SP:Iteration 4Q (44105.910000 sec): 3 clusters
  Score: Raw -235101.842706 + Penalty 2516.421686 = -232585.421020
  nChanged 71
		SP:Iteration 5Q (44106.020000 sec): 3 clusters
  Score: Raw -235145.397480 + Penalty 2516.421686 = -232628.975794
  nChanged 53
		SP:Iteration 6Q (44106.120000 sec): 3 clusters
  Score: Raw -235179.267289 + Penalty 2516.421686 = -232662.845604
  nChanged 34
		SP:Iteration 7Q (44106.290000 sec): 3 clusters
  Score: Raw -235198.821280 + Penalty 2516.421686 = -232682.399595
  nChanged 27
		SP:Iteration 8Q (44106.430000 sec): 3 clusters
  Score: Raw -235213.404231 + Penalty 2516.421686 = -232696.982545
  nChanged 21
		SP:Iteration 9Q (44106.620000 sec): 3 clusters
  Score: Raw -235225.544974 + Penalty 2516.421686 = -232709.123289
  nChanged 25
		SP:Iteration 10Q (44106.800000 sec): 3 clusters
  Score: Raw -235239.606069 + Penalty 2516.421686 = -232723.184383
  nChanged 24
		SP:Iteration 11Q (44106.950000 sec): 3 clusters
  Score: Raw -235250.313413 + Penalty 2516.421686 = -232733.891727
  nChanged 20
		SP:Iteration 12Q (44107.100000 sec): 3 clusters
  Score: Raw -235259.036452 + Penalty 2516.421686 = -232742.614767
  nChanged 20
		SP:Iteration 13Q (44107.290000 sec): 3 clusters
  Score: Raw -235270.639963 + Penalty 2516.421686 = -232754.218278
  nChanged 17
		SP:Iteration 14Q (44107.430000 sec): 3 clusters
  Score: Raw -235279.054292 + Penalty 2516.421686 = -232762.632607
  nChanged 11
		SP:Iteration 15Q (44107.580000 sec): 3 clusters
  Score: Raw -235284.555403 + Penalty 2516.421686 = -232768.133717
  nChanged 14
		SP:Iteration 16Q (44107.720000 sec): 3 clusters
  Score: Raw -235292.957304 + Penalty 2516.421686 = -232776.535619
  nChanged 19
		SP:Iteration 17Q (44107.820000 sec): 3 clusters
  Score: Raw -235303.344166 + Penalty 2516.421686 = -232786.922481
  nChanged 19
		SP:Iteration 18Q (44107.960000 sec): 3 clusters
  Score: Raw -235315.078749 + Penalty 2516.421686 = -232798.657064
  nChanged 18
		SP:Iteration 19Q (44108.100000 sec): 3 clusters
  Score: Raw -235325.689553 + Penalty 2516.421686 = -232809.267867
  nChanged 13
		SP:Iteration 20F (44108.200000 sec): 3 clusters
  Score: Raw -235331.800572 + Penalty 2516.421686 = -232815.378887
  nChanged 15
		SP:Iteration 21Q (44108.340000 sec): 3 clusters
  Score: Raw -235337.436790 + Penalty 2516.421686 = -232821.015105
  nChanged 8
		SP:Iteration 22Q (44108.490000 sec): 3 clusters
  Score: Raw -235340.656432 + Penalty 2516.421686 = -232824.234747
  nChanged 7
		SP:Iteration 23Q (44108.580000 sec): 3 clusters
  Score: Raw -235344.904610 + Penalty 2516.421686 = -232828.482925
  nChanged 9
		SP:Iteration 24Q (44108.730000 sec): 3 clusters
  Score: Raw -235347.769818 + Penalty 2516.421686 = -232831.348132
  nChanged 9
		SP:Iteration 25Q (44108.870000 sec): 3 clusters
  Score: Raw -235353.630712 + Penalty 2516.421686 = -232837.209027
  nChanged 13
		SP:Iteration 26Q (44108.970000 sec): 3 clusters
  Score: Raw -235361.701903 + Penalty 2516.421686 = -232845.280217
  nChanged 12
		SP:Iteration 27Q (44109.110000 sec): 3 clusters
  Score: Raw -235371.255107 + Penalty 2516.421686 = -232854.833421
  nChanged 22
		SP:Iteration 28Q (44109.260000 sec): 3 clusters
  Score: Raw -235381.433603 + Penalty 2516.421686 = -232865.011918
  nChanged 16
		SP:Iteration 29Q (44109.400000 sec): 3 clusters
  Score: Raw -235386.708627 + Penalty 2516.421686 = -232870.286942
  nChanged 9
		SP:Iteration 30Q (44109.500000 sec): 3 clusters
  Score: Raw -235390.903468 + Penalty 2516.421686 = -232874.481782
  nChanged 10
		SP:Iteration 31Q (44109.640000 sec): 3 clusters
  Score: Raw -235396.052549 + Penalty 2516.421686 = -232879.630864
  nChanged 13
		SP:Iteration 32Q (44109.780000 sec): 3 clusters
  Score: Raw -235401.540623 + Penalty 2516.421686 = -232885.118938
  nChanged 16
		SP:Iteration 33Q (44109.880000 sec): 3 clusters
  Score: Raw -235408.990353 + Penalty 2516.421686 = -232892.568667
  nChanged 11
		SP:Iteration 34Q (44110.020000 sec): 3 clusters
  Score: Raw -235415.521312 + Penalty 2516.421686 = -232899.099626
  nChanged 11
		SP:Iteration 35Q (44110.170000 sec): 3 clusters
  Score: Raw -235420.305926 + Penalty 2516.421686 = -232903.884240
  nChanged 9
		SP:Iteration 36Q (44110.260000 sec): 3 clusters
  Score: Raw -235424.173287 + Penalty 2516.421686 = -232907.751601
  nChanged 8
		SP:Iteration 37Q (44110.410000 sec): 3 clusters
  Score: Raw -235427.288984 + Penalty 2516.421686 = -232910.867298
  nChanged 7
		SP:Iteration 38Q (44110.560000 sec): 3 clusters
  Score: Raw -235430.735185 + Penalty 2516.421686 = -232914.313500
  nChanged 4
		SP:Iteration 39Q (44110.650000 sec): 3 clusters
  Score: Raw -235432.344838 + Penalty 2516.421686 = -232915.923153
  nChanged 3
		SP:Iteration 40F (44110.800000 sec): 3 clusters
  Score: Raw -235433.684503 + Penalty 2516.421686 = -232917.262818
  nChanged 6
		SP:Iteration 41Q (44110.940000 sec): 3 clusters
  Score: Raw -235436.021605 + Penalty 2516.421686 = -232919.599920
  nChanged 4
		SP:Iteration 42Q (44111.080000 sec): 3 clusters
  Score: Raw -235436.968431 + Penalty 2516.421686 = -232920.546745
  nChanged 1
		SP:Iteration 43Q (44111.230000 sec): 3 clusters
  Score: Raw -235437.350910 + Penalty 2516.421686 = -232920.929225
  nChanged 0
		SP:Iteration 44F (44111.370000 sec): 3 clusters
  Score: Raw -235437.350910 + Penalty 2516.421686 = -232920.929225
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44111.520000 sec): 2 clusters
  Score: Raw -1185035.312126 + Penalty 1528.593493 = -1183506.718634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44111.780000 sec): 3 clusters
  Score: Raw -1178040.456454 + Penalty 3057.186985 = -1174983.269469
  nChanged 5242
		SP:Iteration 1F (44112.020000 sec): 3 clusters
  Score: Raw -1181190.154358 + Penalty 3057.186985 = -1178132.967372
  nChanged 915
		SP:Iteration 2F (44112.230000 sec): 3 clusters
  Score: Raw -1181793.518515 + Penalty 3057.186985 = -1178736.331530
  nChanged 875
		SP:Iteration 3F (44112.500000 sec): 3 clusters
  Score: Raw -1182377.891057 + Penalty 3057.186985 = -1179320.704071
  nChanged 830
		SP:Iteration 4F (44112.700000 sec): 3 clusters
  Score: Raw -1183006.822066 + Penalty 3057.186985 = -1179949.635081
  nChanged 754
		SP:Iteration 5F (44112.940000 sec): 3 clusters
  Score: Raw -1183577.392734 + Penalty 3057.186985 = -1180520.205748
  nChanged 692
		SP:Iteration 6F (44113.180000 sec): 3 clusters
  Score: Raw -1184031.515381 + Penalty 3057.186985 = -1180974.328395
  nChanged 555
		SP:Iteration 7Q (44113.420000 sec): 3 clusters
  Score: Raw -1184363.413164 + Penalty 3057.186985 = -1181306.226179
  nChanged 469
		SP:Iteration 8Q (44113.720000 sec): 3 clusters
  Score: Raw -1184629.405572 + Penalty 3057.186985 = -1181572.218587
  nChanged 381
		SP:Iteration 9Q (44113.960000 sec): 3 clusters
  Score: Raw -1184846.827199 + Penalty 3057.186985 = -1181789.640213
  nChanged 343
		SP:Iteration 10Q (44114.250000 sec): 3 clusters
  Score: Raw -1185057.296797 + Penalty 3057.186985 = -1182000.109811
  nChanged 320
		SP:Iteration 11Q (44114.490000 sec): 3 clusters
  Score: Raw -1185258.859748 + Penalty 3057.186985 = -1182201.672762
  nChanged 293
		SP:Iteration 12Q (44114.750000 sec): 3 clusters
  Score: Raw -1185443.315371 + Penalty 3057.186985 = -1182386.128386
  nChanged 241
		SP:Iteration 13Q (44115.070000 sec): 3 clusters
  Score: Raw -1185584.078589 + Penalty 3057.186985 = -1182526.891604
  nChanged 206
		SP:Iteration 14Q (44115.380000 sec): 3 clusters
  Score: Raw -1185713.708593 + Penalty 3057.186985 = -1182656.521608
  nChanged 177
		SP:Iteration 15Q (44115.630000 sec): 3 clusters
  Score: Raw -1185821.163254 + Penalty 3057.186985 = -1182763.976268
  nChanged 146
		SP:Iteration 16Q (44115.880000 sec): 3 clusters
  Score: Raw -1185889.954015 + Penalty 3057.186985 = -1182832.767029
  nChanged 106
		SP:Iteration 17Q (44116.180000 sec): 3 clusters
  Score: Raw -1185940.498034 + Penalty 3057.186985 = -1182883.311049
  nChanged 73
		SP:Iteration 18Q (44116.410000 sec): 3 clusters
  Score: Raw -1185984.252659 + Penalty 3057.186985 = -1182927.065674
  nChanged 77
		SP:Iteration 19Q (44116.690000 sec): 3 clusters
  Score: Raw -1186019.579437 + Penalty 3057.186985 = -1182962.392452
  nChanged 49
		SP:Iteration 20F (44116.910000 sec): 3 clusters
  Score: Raw -1186043.434407 + Penalty 3057.186985 = -1182986.247421
  nChanged 38
		SP:Iteration 21Q (44117.140000 sec): 3 clusters
  Score: Raw -1186057.870466 + Penalty 3057.186985 = -1183000.683481
  nChanged 32
		SP:Iteration 22Q (44117.380000 sec): 3 clusters
  Score: Raw -1186070.393983 + Penalty 3057.186985 = -1183013.206997
  nChanged 21
		SP:Iteration 23Q (44117.640000 sec): 3 clusters
  Score: Raw -1186077.585521 + Penalty 3057.186985 = -1183020.398536
  nChanged 15
		SP:Iteration 24Q (44117.900000 sec): 3 clusters
  Score: Raw -1186081.883904 + Penalty 3057.186985 = -1183024.696919
  nChanged 11
		SP:Iteration 25Q (44118.120000 sec): 3 clusters
  Score: Raw -1186085.121469 + Penalty 3057.186985 = -1183027.934484
  nChanged 8
		SP:Iteration 26Q (44118.400000 sec): 3 clusters
  Score: Raw -1186088.585043 + Penalty 3057.186985 = -1183031.398057
  nChanged 8
		SP:Iteration 27Q (44118.630000 sec): 3 clusters
  Score: Raw -1186091.792044 + Penalty 3057.186985 = -1183034.605058
  nChanged 13
		SP:Iteration 28Q (44118.920000 sec): 3 clusters
  Score: Raw -1186095.849369 + Penalty 3057.186985 = -1183038.662384
  nChanged 10
		SP:Iteration 29Q (44119.170000 sec): 3 clusters
  Score: Raw -1186098.599961 + Penalty 3057.186985 = -1183041.412975
  nChanged 6
		SP:Iteration 30Q (44119.450000 sec): 3 clusters
  Score: Raw -1186100.140313 + Penalty 3057.186985 = -1183042.953327
  nChanged 4
		SP:Iteration 31Q (44119.690000 sec): 3 clusters
  Score: Raw -1186100.954924 + Penalty 3057.186985 = -1183043.767938
  nChanged 5
		SP:Iteration 32Q (44119.990000 sec): 3 clusters
  Score: Raw -1186102.145899 + Penalty 3057.186985 = -1183044.958914
  nChanged 6
		SP:Iteration 33Q (44120.240000 sec): 3 clusters
  Score: Raw -1186104.411785 + Penalty 3057.186985 = -1183047.224800
  nChanged 8
		SP:Iteration 34Q (44120.470000 sec): 3 clusters
  Score: Raw -1186106.281778 + Penalty 3057.186985 = -1183049.094792
  nChanged 4
		SP:Iteration 35Q (44120.740000 sec): 3 clusters
  Score: Raw -1186107.668894 + Penalty 3057.186985 = -1183050.481909
  nChanged 1
		SP:Iteration 36Q (44121.070000 sec): 3 clusters
  Score: Raw -1186107.774102 + Penalty 3057.186985 = -1183050.587116
  nChanged 1
		SP:Iteration 37Q (44121.330000 sec): 3 clusters
  Score: Raw -1186108.033511 + Penalty 3057.186985 = -1183050.846525
  nChanged 1
		SP:Iteration 38Q (44121.580000 sec): 3 clusters
  Score: Raw -1186108.158753 + Penalty 3057.186985 = -1183050.971768
  nChanged 1
		SP:Iteration 39Q (44121.850000 sec): 3 clusters
  Score: Raw -1186108.266065 + Penalty 3057.186985 = -1183051.079080
  nChanged 0
		SP:Iteration 40F (44122.120000 sec): 3 clusters
  Score: Raw -1186108.266065 + Penalty 3057.186985 = -1183051.079080
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44122.190000 sec): 2 clusters
  Score: Raw -168280.613216 + Penalty 1199.999187 = -167080.614029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44122.400000 sec): 3 clusters
  Score: Raw -167620.016131 + Penalty 2399.998375 = -165220.017756
  nChanged 528
		SP:Iteration 1F (44122.520000 sec): 3 clusters
  Score: Raw -167988.739945 + Penalty 2399.998375 = -165588.741570
  nChanged 140
		SP:Iteration 2F (44122.700000 sec): 3 clusters
  Score: Raw -168096.767850 + Penalty 2399.998375 = -165696.769476
  nChanged 83
		SP:Iteration 3F (44122.810000 sec): 3 clusters
  Score: Raw -168148.782103 + Penalty 2399.998375 = -165748.783729
  nChanged 43
		SP:Iteration 4Q (44123.010000 sec): 3 clusters
  Score: Raw -168174.859621 + Penalty 2399.998375 = -165774.861246
  nChanged 29
		SP:Iteration 5Q (44123.140000 sec): 3 clusters
  Score: Raw -168189.621130 + Penalty 2399.998375 = -165789.622755
  nChanged 20
		SP:Iteration 6Q (44123.310000 sec): 3 clusters
  Score: Raw -168203.531880 + Penalty 2399.998375 = -165803.533506
  nChanged 19
		SP:Iteration 7Q (44123.510000 sec): 3 clusters
  Score: Raw -168216.743013 + Penalty 2399.998375 = -165816.744638
  nChanged 17
		SP:Iteration 8Q (44123.680000 sec): 3 clusters
  Score: Raw -168226.103799 + Penalty 2399.998375 = -165826.105424
  nChanged 16
		SP:Iteration 9Q (44123.800000 sec): 3 clusters
  Score: Raw -168233.517630 + Penalty 2399.998375 = -165833.519255
  nChanged 5
		SP:Iteration 10Q (44123.990000 sec): 3 clusters
  Score: Raw -168236.444424 + Penalty 2399.998375 = -165836.446049
  nChanged 2
		SP:Iteration 11Q (44124.140000 sec): 3 clusters
  Score: Raw -168237.037141 + Penalty 2399.998375 = -165837.038767
  nChanged 1
		SP:Iteration 12Q (44124.330000 sec): 3 clusters
  Score: Raw -168237.615532 + Penalty 2399.998375 = -165837.617158
  nChanged 2
		SP:Iteration 13Q (44124.460000 sec): 3 clusters
  Score: Raw -168238.363202 + Penalty 2399.998375 = -165838.364828
  nChanged 1
		SP:Iteration 14Q (44124.630000 sec): 3 clusters
  Score: Raw -168238.989080 + Penalty 2399.998375 = -165838.990705
  nChanged 3
		SP:Iteration 15Q (44124.820000 sec): 3 clusters
  Score: Raw -168240.001755 + Penalty 2399.998375 = -165840.003380
  nChanged 2
		SP:Iteration 16Q (44124.970000 sec): 3 clusters
  Score: Raw -168241.711317 + Penalty 2399.998375 = -165841.712942
  nChanged 2
		SP:Iteration 17Q (44125.190000 sec): 3 clusters
  Score: Raw -168243.080756 + Penalty 2399.998375 = -165843.082381
  nChanged 0
		SP:Iteration 18F (44125.410000 sec): 3 clusters
  Score: Raw -168243.080756 + Penalty 2399.998375 = -165843.082381
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (206407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44126.520000 sec): 2 clusters
  Score: Raw -20197622.941657 + Penalty 1988.610849 = -20195634.330807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44127.820000 sec): 3 clusters
  Score: Raw -20060773.520087 + Penalty 3977.221699 = -20056796.298388
  nChanged 100476
		SP:Iteration 1F (44129.120000 sec): 3 clusters
  Score: Raw -20125098.323744 + Penalty 3977.221699 = -20121121.102046
  nChanged 11717
		SP:Iteration 2F (44130.320000 sec): 3 clusters
  Score: Raw -20131640.183485 + Penalty 3977.221699 = -20127662.961787
  nChanged 13855
		SP:Iteration 3F (44131.580000 sec): 3 clusters
  Score: Raw -20140034.830748 + Penalty 3977.221699 = -20136057.609049
  nChanged 14236
		SP:Iteration 4F (44132.800000 sec): 3 clusters
  Score: Raw -20148506.783105 + Penalty 3977.221699 = -20144529.561406
  nChanged 12857
		SP:Iteration 5F (44134.110000 sec): 3 clusters
  Score: Raw -20155393.165114 + Penalty 3977.221699 = -20151415.943415
  nChanged 10797
		SP:Iteration 6F (44135.430000 sec): 3 clusters
  Score: Raw -20160311.050973 + Penalty 3977.221699 = -20156333.829275
  nChanged 8646
		SP:Iteration 7Q (44136.610000 sec): 3 clusters
  Score: Raw -20163912.872152 + Penalty 3977.221699 = -20159935.650454
  nChanged 7039
		SP:Iteration 8Q (44138.050000 sec): 3 clusters
  Score: Raw -20166652.294525 + Penalty 3977.221699 = -20162675.072826
  nChanged 6231
		SP:Iteration 9Q (44139.460000 sec): 3 clusters
  Score: Raw -20169160.604501 + Penalty 3977.221699 = -20165183.382802
  nChanged 5880
		SP:Iteration 10Q (44140.900000 sec): 3 clusters
  Score: Raw -20171681.297621 + Penalty 3977.221699 = -20167704.075922
  nChanged 6001
		SP:Iteration 11Q (44142.110000 sec): 3 clusters
  Score: Raw -20174390.406129 + Penalty 3977.221699 = -20170413.184430
  nChanged 6176
		SP:Iteration 12Q (44143.310000 sec): 3 clusters
  Score: Raw -20177341.206242 + Penalty 3977.221699 = -20173363.984544
  nChanged 6193
		SP:Iteration 13Q (44144.480000 sec): 3 clusters
  Score: Raw -20180463.704334 + Penalty 3977.221699 = -20176486.482635
  nChanged 6077
		SP:Iteration 14Q (44145.620000 sec): 3 clusters
  Score: Raw -20183672.043675 + Penalty 3977.221699 = -20179694.821976
  nChanged 5664
		SP:Iteration 15Q (44146.940000 sec): 3 clusters
  Score: Raw -20186825.589697 + Penalty 3977.221699 = -20182848.367999
  nChanged 5216
		SP:Iteration 16Q (44148.280000 sec): 3 clusters
  Score: Raw -20189912.825175 + Penalty 3977.221699 = -20185935.603476
  nChanged 4292
		SP:Iteration 17Q (44149.550000 sec): 3 clusters
  Score: Raw -20192497.338634 + Penalty 3977.221699 = -20188520.116935
  nChanged 3321
		SP:Iteration 18Q (44150.730000 sec): 3 clusters
  Score: Raw -20194468.036841 + Penalty 3977.221699 = -20190490.815142
  nChanged 2266
		SP:Iteration 19Q (44152.010000 sec): 3 clusters
  Score: Raw -20195760.651373 + Penalty 3977.221699 = -20191783.429675
  nChanged 1571
		SP:Iteration 20F (44153.370000 sec): 3 clusters
  Score: Raw -20196599.885201 + Penalty 3977.221699 = -20192622.663503
  nChanged 1011
		SP:Iteration 21Q (44154.550000 sec): 3 clusters
  Score: Raw -20197108.794171 + Penalty 3977.221699 = -20193131.572472
  nChanged 671
		SP:Iteration 22Q (44155.690000 sec): 3 clusters
  Score: Raw -20197435.345956 + Penalty 3977.221699 = -20193458.124258
  nChanged 454
		SP:Iteration 23Q (44156.900000 sec): 3 clusters
  Score: Raw -20197646.531136 + Penalty 3977.221699 = -20193669.309437
  nChanged 312
		SP:Iteration 24Q (44158.050000 sec): 3 clusters
  Score: Raw -20197783.856120 + Penalty 3977.221699 = -20193806.634421
  nChanged 224
		SP:Iteration 25Q (44159.200000 sec): 3 clusters
  Score: Raw -20197882.331523 + Penalty 3977.221699 = -20193905.109824
  nChanged 155
		SP:Iteration 26Q (44160.250000 sec): 3 clusters
  Score: Raw -20197941.833744 + Penalty 3977.221699 = -20193964.612045
  nChanged 131
		SP:Iteration 27Q (44161.260000 sec): 3 clusters
  Score: Raw -20197994.864398 + Penalty 3977.221699 = -20194017.642699
  nChanged 94
		SP:Iteration 28Q (44162.280000 sec): 3 clusters
  Score: Raw -20198025.636208 + Penalty 3977.221699 = -20194048.414509
  nChanged 78
		SP:Iteration 29Q (44163.290000 sec): 3 clusters
  Score: Raw -20198046.114501 + Penalty 3977.221699 = -20194068.892802
  nChanged 62
		SP:Iteration 30Q (44164.310000 sec): 3 clusters
  Score: Raw -20198063.485741 + Penalty 3977.221699 = -20194086.264042
  nChanged 43
		SP:Iteration 31Q (44165.430000 sec): 3 clusters
  Score: Raw -20198074.319623 + Penalty 3977.221699 = -20194097.097924
  nChanged 38
		SP:Iteration 32Q (44166.520000 sec): 3 clusters
  Score: Raw -20198084.447887 + Penalty 3977.221699 = -20194107.226188
  nChanged 40
		SP:Iteration 33Q (44167.520000 sec): 3 clusters
  Score: Raw -20198094.429187 + Penalty 3977.221699 = -20194117.207489
  nChanged 29
		SP:Iteration 34Q (44168.550000 sec): 3 clusters
  Score: Raw -20198103.574172 + Penalty 3977.221699 = -20194126.352473
  nChanged 30
		SP:Iteration 35Q (44169.600000 sec): 3 clusters
  Score: Raw -20198116.509572 + Penalty 3977.221699 = -20194139.287873
  nChanged 39
		SP:Iteration 36Q (44170.570000 sec): 3 clusters
  Score: Raw -20198128.343294 + Penalty 3977.221699 = -20194151.121596
  nChanged 35
		SP:Iteration 37Q (44171.580000 sec): 3 clusters
  Score: Raw -20198137.376465 + Penalty 3977.221699 = -20194160.154766
  nChanged 31
		SP:Iteration 38Q (44172.550000 sec): 3 clusters
  Score: Raw -20198146.348657 + Penalty 3977.221699 = -20194169.126958
  nChanged 30
		SP:Iteration 39Q (44173.730000 sec): 3 clusters
  Score: Raw -20198154.775639 + Penalty 3977.221699 = -20194177.553940
  nChanged 18
		SP:Iteration 40F (44175.010000 sec): 3 clusters
  Score: Raw -20198160.278657 + Penalty 3977.221699 = -20194183.056959
  nChanged 17
		SP:Iteration 41Q (44176.260000 sec): 3 clusters
  Score: Raw -20198164.592460 + Penalty 3977.221699 = -20194187.370761
  nChanged 13
		SP:Iteration 42Q (44177.450000 sec): 3 clusters
  Score: Raw -20198167.689301 + Penalty 3977.221699 = -20194190.467602
  nChanged 20
		SP:Iteration 43Q (44178.620000 sec): 3 clusters
  Score: Raw -20198172.752698 + Penalty 3977.221699 = -20194195.530999
  nChanged 18
		SP:Iteration 44Q (44179.770000 sec): 3 clusters
  Score: Raw -20198177.778890 + Penalty 3977.221699 = -20194200.557192
  nChanged 14
		SP:Iteration 45Q (44180.750000 sec): 3 clusters
  Score: Raw -20198180.648273 + Penalty 3977.221699 = -20194203.426575
  nChanged 8
		SP:Iteration 46Q (44181.780000 sec): 3 clusters
  Score: Raw -20198182.965717 + Penalty 3977.221699 = -20194205.744018
  nChanged 10
		SP:Iteration 47Q (44182.820000 sec): 3 clusters
  Score: Raw -20198185.869403 + Penalty 3977.221699 = -20194208.647705
  nChanged 8
		SP:Iteration 48Q (44183.880000 sec): 3 clusters
  Score: Raw -20198188.642319 + Penalty 3977.221699 = -20194211.420620
  nChanged 8
		SP:Iteration 49Q (44185.000000 sec): 3 clusters
  Score: Raw -20198190.339289 + Penalty 3977.221699 = -20194213.117590
  nChanged 7
		SP:Iteration 50Q (44186.270000 sec): 3 clusters
  Score: Raw -20198192.441351 + Penalty 3977.221699 = -20194215.219652
  nChanged 6
		SP:Iteration 51Q (44187.450000 sec): 3 clusters
  Score: Raw -20198193.714977 + Penalty 3977.221699 = -20194216.493278
  nChanged 2
		SP:Iteration 52Q (44188.870000 sec): 3 clusters
  Score: Raw -20198194.320497 + Penalty 3977.221699 = -20194217.098799
  nChanged 3
		SP:Iteration 53Q (44190.020000 sec): 3 clusters
  Score: Raw -20198195.106687 + Penalty 3977.221699 = -20194217.884988
  nChanged 4
		SP:Iteration 54Q (44191.120000 sec): 3 clusters
  Score: Raw -20198196.176882 + Penalty 3977.221699 = -20194218.955183
  nChanged 7
		SP:Iteration 55Q (44192.080000 sec): 3 clusters
  Score: Raw -20198197.668504 + Penalty 3977.221699 = -20194220.446805
  nChanged 4
		SP:Iteration 56Q (44193.290000 sec): 3 clusters
  Score: Raw -20198199.177024 + Penalty 3977.221699 = -20194221.955325
  nChanged 6
		SP:Iteration 57Q (44194.310000 sec): 3 clusters
  Score: Raw -20198200.610034 + Penalty 3977.221699 = -20194223.388335
  nChanged 4
		SP:Iteration 58Q (44195.330000 sec): 3 clusters
  Score: Raw -20198201.582887 + Penalty 3977.221699 = -20194224.361188
  nChanged 4
		SP:Iteration 59Q (44196.390000 sec): 3 clusters
  Score: Raw -20198202.324953 + Penalty 3977.221699 = -20194225.103254
  nChanged 2
		SP:Iteration 60F (44197.550000 sec): 3 clusters
  Score: Raw -20198202.599495 + Penalty 3977.221699 = -20194225.377796
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (41596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44197.900000 sec): 2 clusters
  Score: Raw -4190981.978953 + Penalty 1728.310884 = -4189253.668069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44198.260000 sec): 3 clusters
  Score: Raw -4165022.205900 + Penalty 3456.621769 = -4161565.584132
  nChanged 19358
		SP:Iteration 1F (44198.690000 sec): 3 clusters
  Score: Raw -4176330.954399 + Penalty 3456.621769 = -4172874.332631
  nChanged 2077
		SP:Iteration 2Q (44199.080000 sec): 3 clusters
  Score: Raw -4177163.247554 + Penalty 3456.621769 = -4173706.625786
  nChanged 2238
		SP:Iteration 3F (44199.540000 sec): 3 clusters
  Score: Raw -4178248.685858 + Penalty 3456.621769 = -4174792.064090
  nChanged 2516
		SP:Iteration 4F (44199.950000 sec): 3 clusters
  Score: Raw -4179831.964167 + Penalty 3456.621769 = -4176375.342399
  nChanged 2860
		SP:Iteration 5F (44200.380000 sec): 3 clusters
  Score: Raw -4181994.757285 + Penalty 3456.621769 = -4178538.135516
  nChanged 3019
		SP:Iteration 6F (44200.800000 sec): 3 clusters
  Score: Raw -4184390.097952 + Penalty 3456.621769 = -4180933.476184
  nChanged 2695
		SP:Iteration 7F (44201.200000 sec): 3 clusters
  Score: Raw -4186444.730844 + Penalty 3456.621769 = -4182988.109075
  nChanged 2161
		SP:Iteration 8F (44201.660000 sec): 3 clusters
  Score: Raw -4187968.183591 + Penalty 3456.621769 = -4184511.561823
  nChanged 1597
		SP:Iteration 9Q (44202.070000 sec): 3 clusters
  Score: Raw -4188940.584653 + Penalty 3456.621769 = -4185483.962884
  nChanged 1184
		SP:Iteration 10Q (44202.430000 sec): 3 clusters
  Score: Raw -4189569.144945 + Penalty 3456.621769 = -4186112.523177
  nChanged 927
		SP:Iteration 11Q (44202.820000 sec): 3 clusters
  Score: Raw -4190037.751048 + Penalty 3456.621769 = -4186581.129280
  nChanged 814
		SP:Iteration 12Q (44203.160000 sec): 3 clusters
  Score: Raw -4190423.530903 + Penalty 3456.621769 = -4186966.909135
  nChanged 682
		SP:Iteration 13Q (44203.580000 sec): 3 clusters
  Score: Raw -4190712.795992 + Penalty 3456.621769 = -4187256.174223
  nChanged 582
		SP:Iteration 14Q (44203.930000 sec): 3 clusters
  Score: Raw -4190935.520872 + Penalty 3456.621769 = -4187478.899104
  nChanged 490
		SP:Iteration 15Q (44204.380000 sec): 3 clusters
  Score: Raw -4191099.252081 + Penalty 3456.621769 = -4187642.630312
  nChanged 413
		SP:Iteration 16Q (44204.780000 sec): 3 clusters
  Score: Raw -4191219.307903 + Penalty 3456.621769 = -4187762.686135
  nChanged 353
		SP:Iteration 17Q (44205.150000 sec): 3 clusters
  Score: Raw -4191308.022174 + Penalty 3456.621769 = -4187851.400406
  nChanged 289
		SP:Iteration 18Q (44205.580000 sec): 3 clusters
  Score: Raw -4191370.072519 + Penalty 3456.621769 = -4187913.450750
  nChanged 249
		SP:Iteration 19Q (44205.980000 sec): 3 clusters
  Score: Raw -4191414.357740 + Penalty 3456.621769 = -4187957.735971
  nChanged 211
		SP:Iteration 20F (44206.400000 sec): 3 clusters
  Score: Raw -4191448.566704 + Penalty 3456.621769 = -4187991.944936
  nChanged 193
		SP:Iteration 21Q (44206.730000 sec): 3 clusters
  Score: Raw -4191475.404503 + Penalty 3456.621769 = -4188018.782734
  nChanged 153
		SP:Iteration 22Q (44207.140000 sec): 3 clusters
  Score: Raw -4191494.711237 + Penalty 3456.621769 = -4188038.089469
  nChanged 131
		SP:Iteration 23Q (44207.520000 sec): 3 clusters
  Score: Raw -4191511.213707 + Penalty 3456.621769 = -4188054.591939
  nChanged 131
		SP:Iteration 24Q (44207.890000 sec): 3 clusters
  Score: Raw -4191526.839664 + Penalty 3456.621769 = -4188070.217896
  nChanged 97
		SP:Iteration 25Q (44208.340000 sec): 3 clusters
  Score: Raw -4191537.182766 + Penalty 3456.621769 = -4188080.560997
  nChanged 82
		SP:Iteration 26Q (44208.720000 sec): 3 clusters
  Score: Raw -4191544.617158 + Penalty 3456.621769 = -4188087.995389
  nChanged 69
		SP:Iteration 27Q (44209.130000 sec): 3 clusters
  Score: Raw -4191549.574719 + Penalty 3456.621769 = -4188092.952950
  nChanged 51
		SP:Iteration 28Q (44209.500000 sec): 3 clusters
  Score: Raw -4191552.566415 + Penalty 3456.621769 = -4188095.944646
  nChanged 43
		SP:Iteration 29Q (44209.880000 sec): 3 clusters
  Score: Raw -4191554.836047 + Penalty 3456.621769 = -4188098.214278
  nChanged 34
		SP:Iteration 30Q (44210.260000 sec): 3 clusters
  Score: Raw -4191556.778309 + Penalty 3456.621769 = -4188100.156540
  nChanged 24
		SP:Iteration 31Q (44210.680000 sec): 3 clusters
  Score: Raw -4191558.016447 + Penalty 3456.621769 = -4188101.394678
  nChanged 23
		SP:Iteration 32Q (44211.060000 sec): 3 clusters
  Score: Raw -4191558.982103 + Penalty 3456.621769 = -4188102.360334
  nChanged 15
		SP:Iteration 33Q (44211.440000 sec): 3 clusters
  Score: Raw -4191559.312485 + Penalty 3456.621769 = -4188102.690717
  nChanged 8
		SP:Iteration 34Q (44211.790000 sec): 3 clusters
  Score: Raw -4191559.560261 + Penalty 3456.621769 = -4188102.938492
  nChanged 6
		SP:Iteration 35Q (44212.170000 sec): 3 clusters
  Score: Raw -4191559.743982 + Penalty 3456.621769 = -4188103.122213
  nChanged 9
		SP:Iteration 36Q (44212.520000 sec): 3 clusters
  Score: Raw -4191560.180858 + Penalty 3456.621769 = -4188103.559090
  nChanged 16
		SP:Iteration 37Q (44212.880000 sec): 3 clusters
  Score: Raw -4191560.860899 + Penalty 3456.621769 = -4188104.239131
  nChanged 16
		SP:Iteration 38Q (44213.220000 sec): 3 clusters
  Score: Raw -4191561.573771 + Penalty 3456.621769 = -4188104.952003
  nChanged 14
		SP:Iteration 39Q (44213.600000 sec): 3 clusters
  Score: Raw -4191562.097526 + Penalty 3456.621769 = -4188105.475757
  nChanged 11
		SP:Iteration 40F (44213.930000 sec): 3 clusters
  Score: Raw -4191562.472554 + Penalty 3456.621769 = -4188105.850785
  nChanged 11
		SP:Iteration 41Q (44214.320000 sec): 3 clusters
  Score: Raw -4191562.865294 + Penalty 3456.621769 = -4188106.243525
  nChanged 6
		SP:Iteration 42Q (44214.710000 sec): 3 clusters
  Score: Raw -4191563.010947 + Penalty 3456.621769 = -4188106.389179
  nChanged 3
		SP:Iteration 43Q (44215.090000 sec): 3 clusters
  Score: Raw -4191563.090855 + Penalty 3456.621769 = -4188106.469087
  nChanged 1
		SP:Iteration 44Q (44215.510000 sec): 3 clusters
  Score: Raw -4191563.098199 + Penalty 3456.621769 = -4188106.476430
  nChanged 0
		SP:Iteration 45F (44215.900000 sec): 3 clusters
  Score: Raw -4191563.098199 + Penalty 3456.621769 = -4188106.476430
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (11983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44216.070000 sec): 2 clusters
  Score: Raw -1133137.606499 + Penalty 1526.077192 = -1131611.529307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44216.320000 sec): 3 clusters
  Score: Raw -1126165.469616 + Penalty 3052.154384 = -1123113.315232
  nChanged 5312
		SP:Iteration 1F (44216.570000 sec): 3 clusters
  Score: Raw -1129385.932669 + Penalty 3052.154384 = -1126333.778285
  nChanged 1035
		SP:Iteration 2F (44216.820000 sec): 3 clusters
  Score: Raw -1130198.163207 + Penalty 3052.154384 = -1127146.008823
  nChanged 986
		SP:Iteration 3F (44217.030000 sec): 3 clusters
  Score: Raw -1130933.952555 + Penalty 3052.154384 = -1127881.798171
  nChanged 873
		SP:Iteration 4F (44217.300000 sec): 3 clusters
  Score: Raw -1131479.999269 + Penalty 3052.154384 = -1128427.844885
  nChanged 699
		SP:Iteration 5F (44217.530000 sec): 3 clusters
  Score: Raw -1131863.012734 + Penalty 3052.154384 = -1128810.858351
  nChanged 541
		SP:Iteration 6Q (44217.770000 sec): 3 clusters
  Score: Raw -1132132.941736 + Penalty 3052.154384 = -1129080.787352
  nChanged 454
		SP:Iteration 7Q (44218.020000 sec): 3 clusters
  Score: Raw -1132355.222600 + Penalty 3052.154384 = -1129303.068216
  nChanged 386
		SP:Iteration 8Q (44218.260000 sec): 3 clusters
  Score: Raw -1132573.562268 + Penalty 3052.154384 = -1129521.407884
  nChanged 400
		SP:Iteration 9Q (44218.490000 sec): 3 clusters
  Score: Raw -1132825.334259 + Penalty 3052.154384 = -1129773.179875
  nChanged 389
		SP:Iteration 10Q (44218.750000 sec): 3 clusters
  Score: Raw -1133128.667162 + Penalty 3052.154384 = -1130076.512778
  nChanged 390
		SP:Iteration 11Q (44218.970000 sec): 3 clusters
  Score: Raw -1133500.823981 + Penalty 3052.154384 = -1130448.669597
  nChanged 376
		SP:Iteration 12Q (44219.190000 sec): 3 clusters
  Score: Raw -1133974.104196 + Penalty 3052.154384 = -1130921.949812
  nChanged 380
		SP:Iteration 13Q (44219.450000 sec): 3 clusters
  Score: Raw -1134475.596643 + Penalty 3052.154384 = -1131423.442259
  nChanged 323
		SP:Iteration 14Q (44219.710000 sec): 3 clusters
  Score: Raw -1134798.776758 + Penalty 3052.154384 = -1131746.622374
  nChanged 264
		SP:Iteration 15Q (44219.940000 sec): 3 clusters
  Score: Raw -1134986.323658 + Penalty 3052.154384 = -1131934.169274
  nChanged 233
		SP:Iteration 16Q (44220.180000 sec): 3 clusters
  Score: Raw -1135169.094843 + Penalty 3052.154384 = -1132116.940459
  nChanged 214
		SP:Iteration 17Q (44220.400000 sec): 3 clusters
  Score: Raw -1135319.274766 + Penalty 3052.154384 = -1132267.120382
  nChanged 182
		SP:Iteration 18Q (44220.610000 sec): 3 clusters
  Score: Raw -1135417.723194 + Penalty 3052.154384 = -1132365.568810
  nChanged 134
		SP:Iteration 19Q (44220.850000 sec): 3 clusters
  Score: Raw -1135478.495323 + Penalty 3052.154384 = -1132426.340940
  nChanged 115
		SP:Iteration 20F (44221.110000 sec): 3 clusters
  Score: Raw -1135522.518140 + Penalty 3052.154384 = -1132470.363757
  nChanged 83
		SP:Iteration 21Q (44221.330000 sec): 3 clusters
  Score: Raw -1135551.287450 + Penalty 3052.154384 = -1132499.133067
  nChanged 57
		SP:Iteration 22Q (44221.520000 sec): 3 clusters
  Score: Raw -1135566.500798 + Penalty 3052.154384 = -1132514.346414
  nChanged 34
		SP:Iteration 23Q (44221.760000 sec): 3 clusters
  Score: Raw -1135573.370903 + Penalty 3052.154384 = -1132521.216519
  nChanged 25
		SP:Iteration 24Q (44221.970000 sec): 3 clusters
  Score: Raw -1135577.001621 + Penalty 3052.154384 = -1132524.847237
  nChanged 16
		SP:Iteration 25Q (44222.170000 sec): 3 clusters
  Score: Raw -1135578.702459 + Penalty 3052.154384 = -1132526.548075
  nChanged 8
		SP:Iteration 26Q (44222.400000 sec): 3 clusters
  Score: Raw -1135579.536755 + Penalty 3052.154384 = -1132527.382371
  nChanged 4
		SP:Iteration 27Q (44222.610000 sec): 3 clusters
  Score: Raw -1135580.290144 + Penalty 3052.154384 = -1132528.135760
  nChanged 5
		SP:Iteration 28Q (44222.830000 sec): 3 clusters
  Score: Raw -1135580.774730 + Penalty 3052.154384 = -1132528.620346
  nChanged 0
		SP:Iteration 29F (44223.080000 sec): 3 clusters
  Score: Raw -1135580.774730 + Penalty 3052.154384 = -1132528.620346
  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 7.98 GB.

 Trying to split cluster 49 (6539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44223.180000 sec): 2 clusters
  Score: Raw -625204.705131 + Penalty 1427.650173 = -623777.054958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44223.370000 sec): 3 clusters
  Score: Raw -621695.046004 + Penalty 2855.300346 = -618839.745658
  nChanged 2643
		SP:Iteration 1F (44223.600000 sec): 3 clusters
  Score: Raw -623092.291477 + Penalty 2855.300346 = -620236.991130
  nChanged 486
		SP:Iteration 2F (44223.770000 sec): 3 clusters
  Score: Raw -623365.800895 + Penalty 2855.300346 = -620510.500548
  nChanged 400
		SP:Iteration 3F (44223.910000 sec): 3 clusters
  Score: Raw -623591.820430 + Penalty 2855.300346 = -620736.520083
  nChanged 343
		SP:Iteration 4F (44224.140000 sec): 3 clusters
  Score: Raw -623804.042529 + Penalty 2855.300346 = -620948.742183
  nChanged 301
		SP:Iteration 5Q (44224.330000 sec): 3 clusters
  Score: Raw -623978.452305 + Penalty 2855.300346 = -621123.151959
  nChanged 288
		SP:Iteration 6Q (44224.510000 sec): 3 clusters
  Score: Raw -624122.192768 + Penalty 2855.300346 = -621266.892422
  nChanged 260
		SP:Iteration 7Q (44224.700000 sec): 3 clusters
  Score: Raw -624246.836054 + Penalty 2855.300346 = -621391.535707
  nChanged 215
		SP:Iteration 8Q (44224.910000 sec): 3 clusters
  Score: Raw -624361.941653 + Penalty 2855.300346 = -621506.641307
  nChanged 203
		SP:Iteration 9Q (44225.130000 sec): 3 clusters
  Score: Raw -624464.779403 + Penalty 2855.300346 = -621609.479056
  nChanged 206
		SP:Iteration 10Q (44225.310000 sec): 3 clusters
  Score: Raw -624552.507534 + Penalty 2855.300346 = -621697.207188
  nChanged 154
		SP:Iteration 11Q (44225.450000 sec): 3 clusters
  Score: Raw -624607.451210 + Penalty 2855.300346 = -621752.150863
  nChanged 122
		SP:Iteration 12Q (44225.640000 sec): 3 clusters
  Score: Raw -624653.159903 + Penalty 2855.300346 = -621797.859557
  nChanged 118
		SP:Iteration 13Q (44225.830000 sec): 3 clusters
  Score: Raw -624692.165555 + Penalty 2855.300346 = -621836.865208
  nChanged 103
		SP:Iteration 14Q (44226.040000 sec): 3 clusters
  Score: Raw -624722.109183 + Penalty 2855.300346 = -621866.808837
  nChanged 88
		SP:Iteration 15Q (44226.220000 sec): 3 clusters
  Score: Raw -624744.909744 + Penalty 2855.300346 = -621889.609397
  nChanged 74
		SP:Iteration 16Q (44226.490000 sec): 3 clusters
  Score: Raw -624763.257389 + Penalty 2855.300346 = -621907.957042
  nChanged 60
		SP:Iteration 17Q (44226.710000 sec): 3 clusters
  Score: Raw -624777.120116 + Penalty 2855.300346 = -621921.819770
  nChanged 59
		SP:Iteration 18Q (44226.920000 sec): 3 clusters
  Score: Raw -624789.317570 + Penalty 2855.300346 = -621934.017224
  nChanged 58
		SP:Iteration 19Q (44227.100000 sec): 3 clusters
  Score: Raw -624803.129140 + Penalty 2855.300346 = -621947.828794
  nChanged 60
		SP:Iteration 20F (44227.270000 sec): 3 clusters
  Score: Raw -624815.871854 + Penalty 2855.300346 = -621960.571507
  nChanged 46
		SP:Iteration 21Q (44227.450000 sec): 3 clusters
  Score: Raw -624828.483552 + Penalty 2855.300346 = -621973.183206
  nChanged 61
		SP:Iteration 22Q (44227.600000 sec): 3 clusters
  Score: Raw -624847.083923 + Penalty 2855.300346 = -621991.783576
  nChanged 60
		SP:Iteration 23Q (44227.830000 sec): 3 clusters
  Score: Raw -624861.178569 + Penalty 2855.300346 = -622005.878223
  nChanged 52
		SP:Iteration 24Q (44228.000000 sec): 3 clusters
  Score: Raw -624872.213920 + Penalty 2855.300346 = -622016.913574
  nChanged 38
		SP:Iteration 25Q (44228.190000 sec): 3 clusters
  Score: Raw -624880.550574 + Penalty 2855.300346 = -622025.250228
  nChanged 44
		SP:Iteration 26Q (44228.400000 sec): 3 clusters
  Score: Raw -624890.760562 + Penalty 2855.300346 = -622035.460216
  nChanged 46
		SP:Iteration 27Q (44228.580000 sec): 3 clusters
  Score: Raw -624901.949880 + Penalty 2855.300346 = -622046.649533
  nChanged 55
		SP:Iteration 28Q (44228.810000 sec): 3 clusters
  Score: Raw -624917.386914 + Penalty 2855.300346 = -622062.086568
  nChanged 60
		SP:Iteration 29Q (44229.030000 sec): 3 clusters
  Score: Raw -624930.663813 + Penalty 2855.300346 = -622075.363467
  nChanged 44
		SP:Iteration 30Q (44229.230000 sec): 3 clusters
  Score: Raw -624939.499962 + Penalty 2855.300346 = -622084.199615
  nChanged 39
		SP:Iteration 31Q (44229.460000 sec): 3 clusters
  Score: Raw -624948.665433 + Penalty 2855.300346 = -622093.365087
  nChanged 40
		SP:Iteration 32Q (44229.660000 sec): 3 clusters
  Score: Raw -624959.724820 + Penalty 2855.300346 = -622104.424474
  nChanged 54
		SP:Iteration 33Q (44229.850000 sec): 3 clusters
  Score: Raw -624976.843220 + Penalty 2855.300346 = -622121.542874
  nChanged 62
		SP:Iteration 34Q (44230.060000 sec): 3 clusters
  Score: Raw -624995.538662 + Penalty 2855.300346 = -622140.238316
  nChanged 71
		SP:Iteration 35Q (44230.270000 sec): 3 clusters
  Score: Raw -625017.346920 + Penalty 2855.300346 = -622162.046573
  nChanged 79
		SP:Iteration 36Q (44230.480000 sec): 3 clusters
  Score: Raw -625047.408171 + Penalty 2855.300346 = -622192.107824
  nChanged 89
		SP:Iteration 37Q (44230.690000 sec): 3 clusters
  Score: Raw -625076.274792 + Penalty 2855.300346 = -622220.974446
  nChanged 84
		SP:Iteration 38Q (44230.870000 sec): 3 clusters
  Score: Raw -625106.065177 + Penalty 2855.300346 = -622250.764831
  nChanged 84
		SP:Iteration 39Q (44231.150000 sec): 3 clusters
  Score: Raw -625138.181199 + Penalty 2855.300346 = -622282.880852
  nChanged 86
		SP:Iteration 40F (44231.360000 sec): 3 clusters
  Score: Raw -625168.669967 + Penalty 2855.300346 = -622313.369620
  nChanged 80
		SP:Iteration 41Q (44231.570000 sec): 3 clusters
  Score: Raw -625197.842821 + Penalty 2855.300346 = -622342.542475
  nChanged 73
		SP:Iteration 42Q (44231.760000 sec): 3 clusters
  Score: Raw -625219.430234 + Penalty 2855.300346 = -622364.129887
  nChanged 68
		SP:Iteration 43Q (44231.960000 sec): 3 clusters
  Score: Raw -625240.850930 + Penalty 2855.300346 = -622385.550584
  nChanged 54
		SP:Iteration 44Q (44232.170000 sec): 3 clusters
  Score: Raw -625257.093583 + Penalty 2855.300346 = -622401.793236
  nChanged 49
		SP:Iteration 45Q (44232.410000 sec): 3 clusters
  Score: Raw -625272.760881 + Penalty 2855.300346 = -622417.460535
  nChanged 44
		SP:Iteration 46Q (44232.650000 sec): 3 clusters
  Score: Raw -625284.383953 + Penalty 2855.300346 = -622429.083606
  nChanged 33
		SP:Iteration 47Q (44232.840000 sec): 3 clusters
  Score: Raw -625293.442736 + Penalty 2855.300346 = -622438.142390
  nChanged 33
		SP:Iteration 48Q (44233.040000 sec): 3 clusters
  Score: Raw -625304.257246 + Penalty 2855.300346 = -622448.956900
  nChanged 40
		SP:Iteration 49Q (44233.210000 sec): 3 clusters
  Score: Raw -625316.480723 + Penalty 2855.300346 = -622461.180376
  nChanged 37
		SP:Iteration 50Q (44233.420000 sec): 3 clusters
  Score: Raw -625328.491524 + Penalty 2855.300346 = -622473.191178
  nChanged 42
		SP:Iteration 51Q (44233.600000 sec): 3 clusters
  Score: Raw -625340.609084 + Penalty 2855.300346 = -622485.308738
  nChanged 37
		SP:Iteration 52Q (44233.770000 sec): 3 clusters
  Score: Raw -625352.571687 + Penalty 2855.300346 = -622497.271341
  nChanged 28
		SP:Iteration 53Q (44234.010000 sec): 3 clusters
  Score: Raw -625359.790214 + Penalty 2855.300346 = -622504.489868
  nChanged 28
		SP:Iteration 54Q (44234.190000 sec): 3 clusters
  Score: Raw -625364.765658 + Penalty 2855.300346 = -622509.465311
  nChanged 26
		SP:Iteration 55Q (44234.380000 sec): 3 clusters
  Score: Raw -625370.314337 + Penalty 2855.300346 = -622515.013991
  nChanged 24
		SP:Iteration 56Q (44234.570000 sec): 3 clusters
  Score: Raw -625375.474253 + Penalty 2855.300346 = -622520.173906
  nChanged 25
		SP:Iteration 57Q (44234.790000 sec): 3 clusters
  Score: Raw -625382.618142 + Penalty 2855.300346 = -622527.317796
  nChanged 22
		SP:Iteration 58Q (44234.960000 sec): 3 clusters
  Score: Raw -625387.168073 + Penalty 2855.300346 = -622531.867727
  nChanged 16
		SP:Iteration 59Q (44235.170000 sec): 3 clusters
  Score: Raw -625391.357358 + Penalty 2855.300346 = -622536.057012
  nChanged 23
		SP:Iteration 60F (44235.410000 sec): 3 clusters
  Score: Raw -625396.577615 + Penalty 2855.300346 = -622541.277269
  nChanged 31
		SP:Iteration 61Q (44235.580000 sec): 3 clusters
  Score: Raw -625404.394220 + Penalty 2855.300346 = -622549.093873
  nChanged 31
		SP:Iteration 62Q (44235.770000 sec): 3 clusters
  Score: Raw -625412.173003 + Penalty 2855.300346 = -622556.872657
  nChanged 21
		SP:Iteration 63Q (44235.980000 sec): 3 clusters
  Score: Raw -625420.120330 + Penalty 2855.300346 = -622564.819984
  nChanged 25
		SP:Iteration 64Q (44236.170000 sec): 3 clusters
  Score: Raw -625426.863514 + Penalty 2855.300346 = -622571.563167
  nChanged 20
		SP:Iteration 65Q (44236.330000 sec): 3 clusters
  Score: Raw -625433.111298 + Penalty 2855.300346 = -622577.810952
  nChanged 25
		SP:Iteration 66Q (44236.530000 sec): 3 clusters
  Score: Raw -625440.757658 + Penalty 2855.300346 = -622585.457312
  nChanged 24
		SP:Iteration 67Q (44236.720000 sec): 3 clusters
  Score: Raw -625447.197064 + Penalty 2855.300346 = -622591.896718
  nChanged 27
		SP:Iteration 68Q (44236.940000 sec): 3 clusters
  Score: Raw -625451.702663 + Penalty 2855.300346 = -622596.402316
  nChanged 23
		SP:Iteration 69Q (44237.110000 sec): 3 clusters
  Score: Raw -625456.948500 + Penalty 2855.300346 = -622601.648154
  nChanged 17
		SP:Iteration 70Q (44237.310000 sec): 3 clusters
  Score: Raw -625460.199107 + Penalty 2855.300346 = -622604.898761
  nChanged 16
		SP:Iteration 71Q (44237.480000 sec): 3 clusters
  Score: Raw -625463.536593 + Penalty 2855.300346 = -622608.236246
  nChanged 18
		SP:Iteration 72Q (44237.690000 sec): 3 clusters
  Score: Raw -625468.258717 + Penalty 2855.300346 = -622612.958370
  nChanged 18
		SP:Iteration 73Q (44237.910000 sec): 3 clusters
  Score: Raw -625471.980257 + Penalty 2855.300346 = -622616.679910
  nChanged 11
		SP:Iteration 74Q (44238.120000 sec): 3 clusters
  Score: Raw -625474.242872 + Penalty 2855.300346 = -622618.942526
  nChanged 7
		SP:Iteration 75Q (44238.310000 sec): 3 clusters
  Score: Raw -625475.747365 + Penalty 2855.300346 = -622620.447018
  nChanged 11
		SP:Iteration 76Q (44238.510000 sec): 3 clusters
  Score: Raw -625478.465736 + Penalty 2855.300346 = -622623.165390
  nChanged 7
		SP:Iteration 77Q (44238.670000 sec): 3 clusters
  Score: Raw -625480.405680 + Penalty 2855.300346 = -622625.105334
  nChanged 11
		SP:Iteration 78Q (44238.880000 sec): 3 clusters
  Score: Raw -625482.907611 + Penalty 2855.300346 = -622627.607265
  nChanged 15
		SP:Iteration 79Q (44239.090000 sec): 3 clusters
  Score: Raw -625486.226106 + Penalty 2855.300346 = -622630.925759
  nChanged 11
		SP:Iteration 80F (44239.320000 sec): 3 clusters
  Score: Raw -625488.663275 + Penalty 2855.300346 = -622633.362928
  nChanged 9
		SP:Iteration 81Q (44239.510000 sec): 3 clusters
  Score: Raw -625490.355437 + Penalty 2855.300346 = -622635.055091
  nChanged 9
		SP:Iteration 82Q (44239.660000 sec): 3 clusters
  Score: Raw -625491.920653 + Penalty 2855.300346 = -622636.620306
  nChanged 7
		SP:Iteration 83Q (44239.850000 sec): 3 clusters
  Score: Raw -625493.211101 + Penalty 2855.300346 = -622637.910754
  nChanged 8
		SP:Iteration 84Q (44240.050000 sec): 3 clusters
  Score: Raw -625494.413768 + Penalty 2855.300346 = -622639.113421
  nChanged 8
		SP:Iteration 85Q (44240.270000 sec): 3 clusters
  Score: Raw -625495.871201 + Penalty 2855.300346 = -622640.570854
  nChanged 4
		SP:Iteration 86Q (44240.450000 sec): 3 clusters
  Score: Raw -625496.811059 + Penalty 2855.300346 = -622641.510713
  nChanged 3
		SP:Iteration 87Q (44240.640000 sec): 3 clusters
  Score: Raw -625497.190115 + Penalty 2855.300346 = -622641.889768
  nChanged 2
		SP:Iteration 88Q (44240.840000 sec): 3 clusters
  Score: Raw -625498.749257 + Penalty 2855.300346 = -622643.448911
  nChanged 6
		SP:Iteration 89Q (44241.010000 sec): 3 clusters
  Score: Raw -625500.046437 + Penalty 2855.300346 = -622644.746090
  nChanged 5
		SP:Iteration 90Q (44241.190000 sec): 3 clusters
  Score: Raw -625501.184534 + Penalty 2855.300346 = -622645.884187
  nChanged 2
		SP:Iteration 91Q (44241.370000 sec): 3 clusters
  Score: Raw -625501.400338 + Penalty 2855.300346 = -622646.099992
  nChanged 1
		SP:Iteration 92Q (44241.570000 sec): 3 clusters
  Score: Raw -625501.479849 + Penalty 2855.300346 = -622646.179503
  nChanged 0
		SP:Iteration 93F (44241.810000 sec): 3 clusters
  Score: Raw -625501.479849 + Penalty 2855.300346 = -622646.179503
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44241.930000 sec): 2 clusters
  Score: Raw -337246.094211 + Penalty 1307.303896 = -335938.790316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44242.080000 sec): 3 clusters
  Score: Raw -335746.853480 + Penalty 2614.607791 = -333132.245689
  nChanged 1202
		SP:Iteration 1F (44242.260000 sec): 3 clusters
  Score: Raw -336424.374713 + Penalty 2614.607791 = -333809.766921
  nChanged 244
		SP:Iteration 2F (44242.410000 sec): 3 clusters
  Score: Raw -336627.833982 + Penalty 2614.607791 = -334013.226191
  nChanged 223
		SP:Iteration 3F (44242.580000 sec): 3 clusters
  Score: Raw -336809.627780 + Penalty 2614.607791 = -334195.019989
  nChanged 208
		SP:Iteration 4F (44242.760000 sec): 3 clusters
  Score: Raw -336970.765060 + Penalty 2614.607791 = -334356.157269
  nChanged 164
		SP:Iteration 5F (44242.980000 sec): 3 clusters
  Score: Raw -337092.831460 + Penalty 2614.607791 = -334478.223669
  nChanged 122
		SP:Iteration 6Q (44243.170000 sec): 3 clusters
  Score: Raw -337170.757868 + Penalty 2614.607791 = -334556.150077
  nChanged 99
		SP:Iteration 7Q (44243.370000 sec): 3 clusters
  Score: Raw -337238.282360 + Penalty 2614.607791 = -334623.674569
  nChanged 86
		SP:Iteration 8Q (44243.540000 sec): 3 clusters
  Score: Raw -337301.043243 + Penalty 2614.607791 = -334686.435452
  nChanged 85
		SP:Iteration 9Q (44243.720000 sec): 3 clusters
  Score: Raw -337356.347461 + Penalty 2614.607791 = -334741.739670
  nChanged 64
		SP:Iteration 10Q (44243.890000 sec): 3 clusters
  Score: Raw -337399.952883 + Penalty 2614.607791 = -334785.345092
  nChanged 54
		SP:Iteration 11Q (44244.150000 sec): 3 clusters
  Score: Raw -337455.325772 + Penalty 2614.607791 = -334840.717981
  nChanged 55
		SP:Iteration 12Q (44244.290000 sec): 3 clusters
  Score: Raw -337503.233327 + Penalty 2614.607791 = -334888.625536
  nChanged 40
		SP:Iteration 13Q (44244.470000 sec): 3 clusters
  Score: Raw -337541.593442 + Penalty 2614.607791 = -334926.985650
  nChanged 36
		SP:Iteration 14Q (44244.670000 sec): 3 clusters
  Score: Raw -337569.976249 + Penalty 2614.607791 = -334955.368457
  nChanged 26
		SP:Iteration 15Q (44244.880000 sec): 3 clusters
  Score: Raw -337588.061322 + Penalty 2614.607791 = -334973.453531
  nChanged 19
		SP:Iteration 16Q (44245.050000 sec): 3 clusters
  Score: Raw -337603.775677 + Penalty 2614.607791 = -334989.167886
  nChanged 15
		SP:Iteration 17Q (44245.250000 sec): 3 clusters
  Score: Raw -337619.103986 + Penalty 2614.607791 = -335004.496195
  nChanged 13
		SP:Iteration 18Q (44245.400000 sec): 3 clusters
  Score: Raw -337630.785354 + Penalty 2614.607791 = -335016.177563
  nChanged 9
		SP:Iteration 19Q (44245.590000 sec): 3 clusters
  Score: Raw -337638.966548 + Penalty 2614.607791 = -335024.358757
  nChanged 9
		SP:Iteration 20F (44245.780000 sec): 3 clusters
  Score: Raw -337645.808309 + Penalty 2614.607791 = -335031.200518
  nChanged 5
		SP:Iteration 21Q (44245.960000 sec): 3 clusters
  Score: Raw -337648.791221 + Penalty 2614.607791 = -335034.183430
  nChanged 4
		SP:Iteration 22Q (44246.180000 sec): 3 clusters
  Score: Raw -337652.328511 + Penalty 2614.607791 = -335037.720720
  nChanged 6
		SP:Iteration 23Q (44246.330000 sec): 3 clusters
  Score: Raw -337656.413175 + Penalty 2614.607791 = -335041.805384
  nChanged 3
		SP:Iteration 24Q (44246.560000 sec): 3 clusters
  Score: Raw -337658.845817 + Penalty 2614.607791 = -335044.238026
  nChanged 5
		SP:Iteration 25Q (44246.750000 sec): 3 clusters
  Score: Raw -337662.559385 + Penalty 2614.607791 = -335047.951593
  nChanged 3
		SP:Iteration 26Q (44246.920000 sec): 3 clusters
  Score: Raw -337664.106969 + Penalty 2614.607791 = -335049.499178
  nChanged 1
		SP:Iteration 27Q (44247.130000 sec): 3 clusters
  Score: Raw -337664.682056 + Penalty 2614.607791 = -335050.074265
  nChanged 1
		SP:Iteration 28Q (44247.280000 sec): 3 clusters
  Score: Raw -337665.553283 + Penalty 2614.607791 = -335050.945492
  nChanged 2
		SP:Iteration 29Q (44247.440000 sec): 3 clusters
  Score: Raw -337667.320146 + Penalty 2614.607791 = -335052.712355
  nChanged 1
		SP:Iteration 30Q (44247.570000 sec): 3 clusters
  Score: Raw -337668.103865 + Penalty 2614.607791 = -335053.496074
  nChanged 2
		SP:Iteration 31Q (44247.720000 sec): 3 clusters
  Score: Raw -337670.073614 + Penalty 2614.607791 = -335055.465823
  nChanged 3
		SP:Iteration 32Q (44247.850000 sec): 3 clusters
  Score: Raw -337671.535071 + Penalty 2614.607791 = -335056.927280
  nChanged 3
		SP:Iteration 33Q (44248.000000 sec): 3 clusters
  Score: Raw -337674.330172 + Penalty 2614.607791 = -335059.722381
  nChanged 2
		SP:Iteration 34Q (44248.150000 sec): 3 clusters
  Score: Raw -337676.367072 + Penalty 2614.607791 = -335061.759281
  nChanged 1
		SP:Iteration 35Q (44248.290000 sec): 3 clusters
  Score: Raw -337677.157557 + Penalty 2614.607791 = -335062.549766
  nChanged 1
		SP:Iteration 36Q (44248.480000 sec): 3 clusters
  Score: Raw -337678.356548 + Penalty 2614.607791 = -335063.748756
  nChanged 1
		SP:Iteration 37Q (44248.620000 sec): 3 clusters
  Score: Raw -337679.058334 + Penalty 2614.607791 = -335064.450543
  nChanged 1
		SP:Iteration 38Q (44248.810000 sec): 3 clusters
  Score: Raw -337679.920405 + Penalty 2614.607791 = -335065.312614
  nChanged 2
		SP:Iteration 39Q (44249.020000 sec): 3 clusters
  Score: Raw -337681.409800 + Penalty 2614.607791 = -335066.802009
  nChanged 3
		SP:Iteration 40F (44249.170000 sec): 3 clusters
  Score: Raw -337684.051988 + Penalty 2614.607791 = -335069.444196
  nChanged 2
		SP:Iteration 41Q (44249.310000 sec): 3 clusters
  Score: Raw -337685.209514 + Penalty 2614.607791 = -335070.601723
  nChanged 1
		SP:Iteration 42Q (44249.460000 sec): 3 clusters
  Score: Raw -337686.105887 + Penalty 2614.607791 = -335071.498096
  nChanged 2
		SP:Iteration 43Q (44249.640000 sec): 3 clusters
  Score: Raw -337687.881822 + Penalty 2614.607791 = -335073.274030
  nChanged 1
		SP:Iteration 44Q (44249.810000 sec): 3 clusters
  Score: Raw -337688.016868 + Penalty 2614.607791 = -335073.409077
  nChanged 1
		SP:Iteration 45Q (44249.980000 sec): 3 clusters
  Score: Raw -337688.246065 + Penalty 2614.607791 = -335073.638274
  nChanged 0
		SP:Iteration 46F (44250.180000 sec): 3 clusters
  Score: Raw -337688.246065 + Penalty 2614.607791 = -335073.638274
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44250.280000 sec): 2 clusters
  Score: Raw -155877.786867 + Penalty 1186.436518 = -154691.350348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44250.480000 sec): 3 clusters
  Score: Raw -155274.184693 + Penalty 2372.873037 = -152901.311657
  nChanged 486
		SP:Iteration 1F (44250.690000 sec): 3 clusters
  Score: Raw -155606.041481 + Penalty 2372.873037 = -153233.168444
  nChanged 112
		SP:Iteration 2F (44250.850000 sec): 3 clusters
  Score: Raw -155695.899836 + Penalty 2372.873037 = -153323.026799
  nChanged 57
		SP:Iteration 3Q (44251.010000 sec): 3 clusters
  Score: Raw -155748.160519 + Penalty 2372.873037 = -153375.287482
  nChanged 45
		SP:Iteration 4Q (44251.220000 sec): 3 clusters
  Score: Raw -155785.407117 + Penalty 2372.873037 = -153412.534081
  nChanged 35
		SP:Iteration 5Q (44251.400000 sec): 3 clusters
  Score: Raw -155811.988966 + Penalty 2372.873037 = -153439.115929
  nChanged 26
		SP:Iteration 6Q (44251.590000 sec): 3 clusters
  Score: Raw -155831.512478 + Penalty 2372.873037 = -153458.639441
  nChanged 17
		SP:Iteration 7Q (44251.760000 sec): 3 clusters
  Score: Raw -155842.795511 + Penalty 2372.873037 = -153469.922475
  nChanged 14
		SP:Iteration 8Q (44251.930000 sec): 3 clusters
  Score: Raw -155853.804156 + Penalty 2372.873037 = -153480.931119
  nChanged 13
		SP:Iteration 9Q (44252.100000 sec): 3 clusters
  Score: Raw -155865.913722 + Penalty 2372.873037 = -153493.040685
  nChanged 18
		SP:Iteration 10Q (44252.290000 sec): 3 clusters
  Score: Raw -155878.813299 + Penalty 2372.873037 = -153505.940262
  nChanged 10
		SP:Iteration 11Q (44252.480000 sec): 3 clusters
  Score: Raw -155887.205203 + Penalty 2372.873037 = -153514.332166
  nChanged 10
		SP:Iteration 12Q (44252.680000 sec): 3 clusters
  Score: Raw -155893.863109 + Penalty 2372.873037 = -153520.990072
  nChanged 1
		SP:Iteration 13Q (44252.830000 sec): 3 clusters
  Score: Raw -155894.101759 + Penalty 2372.873037 = -153521.228722
  nChanged 1
		SP:Iteration 14Q (44253.020000 sec): 3 clusters
  Score: Raw -155895.163989 + Penalty 2372.873037 = -153522.290952
  nChanged 0
		SP:Iteration 15F (44253.200000 sec): 3 clusters
  Score: Raw -155895.163989 + Penalty 2372.873037 = -153522.290952
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44253.290000 sec): 2 clusters
  Score: Raw -277785.152509 + Penalty 1276.651930 = -276508.500579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44253.460000 sec): 3 clusters
  Score: Raw -276622.027447 + Penalty 2553.303861 = -274068.723586
  nChanged 967
		SP:Iteration 1F (44253.660000 sec): 3 clusters
  Score: Raw -277263.564499 + Penalty 2553.303861 = -274710.260638
  nChanged 186
		SP:Iteration 2F (44253.810000 sec): 3 clusters
  Score: Raw -277415.307907 + Penalty 2553.303861 = -274862.004047
  nChanged 142
		SP:Iteration 3F (44253.970000 sec): 3 clusters
  Score: Raw -277523.277951 + Penalty 2553.303861 = -274969.974090
  nChanged 106
		SP:Iteration 4Q (44254.120000 sec): 3 clusters
  Score: Raw -277609.839628 + Penalty 2553.303861 = -275056.535768
  nChanged 104
		SP:Iteration 5Q (44254.270000 sec): 3 clusters
  Score: Raw -277707.724953 + Penalty 2553.303861 = -275154.421092
  nChanged 100
		SP:Iteration 6Q (44254.430000 sec): 3 clusters
  Score: Raw -277798.253270 + Penalty 2553.303861 = -275244.949409
  nChanged 82
		SP:Iteration 7Q (44254.600000 sec): 3 clusters
  Score: Raw -277865.978445 + Penalty 2553.303861 = -275312.674584
  nChanged 56
		SP:Iteration 8Q (44254.800000 sec): 3 clusters
  Score: Raw -277908.532384 + Penalty 2553.303861 = -275355.228523
  nChanged 51
		SP:Iteration 9Q (44254.940000 sec): 3 clusters
  Score: Raw -277942.058638 + Penalty 2553.303861 = -275388.754777
  nChanged 36
		SP:Iteration 10Q (44255.140000 sec): 3 clusters
  Score: Raw -277969.776300 + Penalty 2553.303861 = -275416.472439
  nChanged 26
		SP:Iteration 11Q (44255.340000 sec): 3 clusters
  Score: Raw -277988.345985 + Penalty 2553.303861 = -275435.042125
  nChanged 28
		SP:Iteration 12Q (44255.510000 sec): 3 clusters
  Score: Raw -278005.327328 + Penalty 2553.303861 = -275452.023467
  nChanged 26
		SP:Iteration 13Q (44255.680000 sec): 3 clusters
  Score: Raw -278021.739999 + Penalty 2553.303861 = -275468.436139
  nChanged 13
		SP:Iteration 14Q (44255.810000 sec): 3 clusters
  Score: Raw -278027.489860 + Penalty 2553.303861 = -275474.186000
  nChanged 9
		SP:Iteration 15Q (44255.950000 sec): 3 clusters
  Score: Raw -278032.096742 + Penalty 2553.303861 = -275478.792881
  nChanged 6
		SP:Iteration 16Q (44256.100000 sec): 3 clusters
  Score: Raw -278034.658416 + Penalty 2553.303861 = -275481.354555
  nChanged 5
		SP:Iteration 17Q (44256.240000 sec): 3 clusters
  Score: Raw -278036.194706 + Penalty 2553.303861 = -275482.890846
  nChanged 2
		SP:Iteration 18Q (44256.380000 sec): 3 clusters
  Score: Raw -278036.923311 + Penalty 2553.303861 = -275483.619450
  nChanged 2
		SP:Iteration 19Q (44256.520000 sec): 3 clusters
  Score: Raw -278037.495594 + Penalty 2553.303861 = -275484.191734
  nChanged 0
		SP:Iteration 20F (44256.620000 sec): 3 clusters
  Score: Raw -278037.495594 + Penalty 2553.303861 = -275484.191734
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44256.770000 sec): 2 clusters
  Score: Raw -577268.367580 + Penalty 1419.783887 = -575848.583694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44256.950000 sec): 3 clusters
  Score: Raw -573960.888076 + Penalty 2839.567774 = -571121.320302
  nChanged 2530
		SP:Iteration 1F (44257.150000 sec): 3 clusters
  Score: Raw -575440.073486 + Penalty 2839.567774 = -572600.505712
  nChanged 468
		SP:Iteration 2F (44257.340000 sec): 3 clusters
  Score: Raw -575755.153176 + Penalty 2839.567774 = -572915.585402
  nChanged 445
		SP:Iteration 3F (44257.540000 sec): 3 clusters
  Score: Raw -576075.146546 + Penalty 2839.567774 = -573235.578772
  nChanged 402
		SP:Iteration 4F (44257.730000 sec): 3 clusters
  Score: Raw -576354.914257 + Penalty 2839.567774 = -573515.346483
  nChanged 331
		SP:Iteration 5F (44257.920000 sec): 3 clusters
  Score: Raw -576589.079817 + Penalty 2839.567774 = -573749.512043
  nChanged 278
		SP:Iteration 6Q (44258.130000 sec): 3 clusters
  Score: Raw -576789.591443 + Penalty 2839.567774 = -573950.023669
  nChanged 243
		SP:Iteration 7Q (44258.340000 sec): 3 clusters
  Score: Raw -576978.636938 + Penalty 2839.567774 = -574139.069164
  nChanged 224
		SP:Iteration 8Q (44258.600000 sec): 3 clusters
  Score: Raw -577150.674303 + Penalty 2839.567774 = -574311.106529
  nChanged 199
		SP:Iteration 9Q (44258.760000 sec): 3 clusters
  Score: Raw -577299.375712 + Penalty 2839.567774 = -574459.807939
  nChanged 199
		SP:Iteration 10Q (44258.990000 sec): 3 clusters
  Score: Raw -577446.601643 + Penalty 2839.567774 = -574607.033869
  nChanged 181
		SP:Iteration 11Q (44259.210000 sec): 3 clusters
  Score: Raw -577589.873292 + Penalty 2839.567774 = -574750.305519
  nChanged 147
		SP:Iteration 12Q (44259.360000 sec): 3 clusters
  Score: Raw -577702.835868 + Penalty 2839.567774 = -574863.268094
  nChanged 132
		SP:Iteration 13Q (44259.620000 sec): 3 clusters
  Score: Raw -577802.649823 + Penalty 2839.567774 = -574963.082049
  nChanged 108
		SP:Iteration 14Q (44259.800000 sec): 3 clusters
  Score: Raw -577894.854740 + Penalty 2839.567774 = -575055.286966
  nChanged 108
		SP:Iteration 15Q (44259.980000 sec): 3 clusters
  Score: Raw -577996.489157 + Penalty 2839.567774 = -575156.921383
  nChanged 86
		SP:Iteration 16Q (44260.230000 sec): 3 clusters
  Score: Raw -578064.910620 + Penalty 2839.567774 = -575225.342846
  nChanged 88
		SP:Iteration 17Q (44260.410000 sec): 3 clusters
  Score: Raw -578117.381742 + Penalty 2839.567774 = -575277.813968
  nChanged 63
		SP:Iteration 18Q (44260.600000 sec): 3 clusters
  Score: Raw -578141.037948 + Penalty 2839.567774 = -575301.470174
  nChanged 37
		SP:Iteration 19Q (44260.830000 sec): 3 clusters
  Score: Raw -578151.242064 + Penalty 2839.567774 = -575311.674290
  nChanged 23
		SP:Iteration 20F (44261.020000 sec): 3 clusters
  Score: Raw -578158.920837 + Penalty 2839.567774 = -575319.353063
  nChanged 21
		SP:Iteration 21Q (44261.290000 sec): 3 clusters
  Score: Raw -578163.925523 + Penalty 2839.567774 = -575324.357749
  nChanged 10
		SP:Iteration 22Q (44261.460000 sec): 3 clusters
  Score: Raw -578166.290489 + Penalty 2839.567774 = -575326.722716
  nChanged 7
		SP:Iteration 23Q (44261.640000 sec): 3 clusters
  Score: Raw -578168.224678 + Penalty 2839.567774 = -575328.656904
  nChanged 10
		SP:Iteration 24Q (44261.880000 sec): 3 clusters
  Score: Raw -578171.495385 + Penalty 2839.567774 = -575331.927611
  nChanged 8
		SP:Iteration 25Q (44262.040000 sec): 3 clusters
  Score: Raw -578173.482652 + Penalty 2839.567774 = -575333.914878
  nChanged 7
		SP:Iteration 26Q (44262.250000 sec): 3 clusters
  Score: Raw -578174.791877 + Penalty 2839.567774 = -575335.224104
  nChanged 5
		SP:Iteration 27Q (44262.440000 sec): 3 clusters
  Score: Raw -578176.164825 + Penalty 2839.567774 = -575336.597051
  nChanged 5
		SP:Iteration 28Q (44262.650000 sec): 3 clusters
  Score: Raw -578177.240980 + Penalty 2839.567774 = -575337.673206
  nChanged 4
		SP:Iteration 29Q (44262.830000 sec): 3 clusters
  Score: Raw -578177.841714 + Penalty 2839.567774 = -575338.273940
  nChanged 1
		SP:Iteration 30Q (44262.990000 sec): 3 clusters
  Score: Raw -578177.950308 + Penalty 2839.567774 = -575338.382534
  nChanged 0
		SP:Iteration 31F (44263.200000 sec): 3 clusters
  Score: Raw -578177.950308 + Penalty 2839.567774 = -575338.382534
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44263.300000 sec): 2 clusters
  Score: Raw -274507.331526 + Penalty 1281.304854 = -273226.026672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44263.500000 sec): 3 clusters
  Score: Raw -273276.703637 + Penalty 2562.609707 = -270714.093930
  nChanged 954
		SP:Iteration 1F (44263.650000 sec): 3 clusters
  Score: Raw -273865.394534 + Penalty 2562.609707 = -271302.784826
  nChanged 197
		SP:Iteration 2F (44263.840000 sec): 3 clusters
  Score: Raw -273979.716054 + Penalty 2562.609707 = -271417.106346
  nChanged 114
		SP:Iteration 3Q (44264.010000 sec): 3 clusters
  Score: Raw -274036.710974 + Penalty 2562.609707 = -271474.101266
  nChanged 64
		SP:Iteration 4Q (44264.190000 sec): 3 clusters
  Score: Raw -274066.805928 + Penalty 2562.609707 = -271504.196220
  nChanged 44
		SP:Iteration 5Q (44264.380000 sec): 3 clusters
  Score: Raw -274083.545752 + Penalty 2562.609707 = -271520.936045
  nChanged 30
		SP:Iteration 6Q (44264.550000 sec): 3 clusters
  Score: Raw -274096.045938 + Penalty 2562.609707 = -271533.436230
  nChanged 32
		SP:Iteration 7Q (44264.760000 sec): 3 clusters
  Score: Raw -274112.577245 + Penalty 2562.609707 = -271549.967537
  nChanged 43
		SP:Iteration 8Q (44264.930000 sec): 3 clusters
  Score: Raw -274132.833836 + Penalty 2562.609707 = -271570.224128
  nChanged 39
		SP:Iteration 9Q (44265.070000 sec): 3 clusters
  Score: Raw -274149.902047 + Penalty 2562.609707 = -271587.292339
  nChanged 32
		SP:Iteration 10Q (44265.210000 sec): 3 clusters
  Score: Raw -274162.754417 + Penalty 2562.609707 = -271600.144709
  nChanged 25
		SP:Iteration 11Q (44265.350000 sec): 3 clusters
  Score: Raw -274175.915578 + Penalty 2562.609707 = -271613.305870
  nChanged 30
		SP:Iteration 12Q (44265.490000 sec): 3 clusters
  Score: Raw -274189.799205 + Penalty 2562.609707 = -271627.189498
  nChanged 30
		SP:Iteration 13Q (44265.600000 sec): 3 clusters
  Score: Raw -274205.642897 + Penalty 2562.609707 = -271643.033189
  nChanged 26
		SP:Iteration 14Q (44265.750000 sec): 3 clusters
  Score: Raw -274216.341273 + Penalty 2562.609707 = -271653.731565
  nChanged 16
		SP:Iteration 15Q (44265.900000 sec): 3 clusters
  Score: Raw -274224.338360 + Penalty 2562.609707 = -271661.728653
  nChanged 14
		SP:Iteration 16Q (44266.000000 sec): 3 clusters
  Score: Raw -274229.020708 + Penalty 2562.609707 = -271666.411001
  nChanged 15
		SP:Iteration 17Q (44266.150000 sec): 3 clusters
  Score: Raw -274234.370489 + Penalty 2562.609707 = -271671.760781
  nChanged 19
		SP:Iteration 18Q (44266.310000 sec): 3 clusters
  Score: Raw -274241.078410 + Penalty 2562.609707 = -271678.468702
  nChanged 12
		SP:Iteration 19Q (44266.440000 sec): 3 clusters
  Score: Raw -274244.266230 + Penalty 2562.609707 = -271681.656522
  nChanged 6
		SP:Iteration 20F (44266.630000 sec): 3 clusters
  Score: Raw -274246.109283 + Penalty 2562.609707 = -271683.499575
  nChanged 6
		SP:Iteration 21Q (44266.770000 sec): 3 clusters
  Score: Raw -274248.280362 + Penalty 2562.609707 = -271685.670654
  nChanged 8
		SP:Iteration 22Q (44266.920000 sec): 3 clusters
  Score: Raw -274251.571946 + Penalty 2562.609707 = -271688.962238
  nChanged 9
		SP:Iteration 23Q (44267.060000 sec): 3 clusters
  Score: Raw -274253.932759 + Penalty 2562.609707 = -271691.323051
  nChanged 5
		SP:Iteration 24Q (44267.210000 sec): 3 clusters
  Score: Raw -274255.866816 + Penalty 2562.609707 = -271693.257108
  nChanged 8
		SP:Iteration 25Q (44267.360000 sec): 3 clusters
  Score: Raw -274258.668026 + Penalty 2562.609707 = -271696.058319
  nChanged 8
		SP:Iteration 26Q (44267.550000 sec): 3 clusters
  Score: Raw -274261.195698 + Penalty 2562.609707 = -271698.585990
  nChanged 5
		SP:Iteration 27Q (44267.730000 sec): 3 clusters
  Score: Raw -274262.750693 + Penalty 2562.609707 = -271700.140985
  nChanged 7
		SP:Iteration 28Q (44267.920000 sec): 3 clusters
  Score: Raw -274264.899088 + Penalty 2562.609707 = -271702.289381
  nChanged 8
		SP:Iteration 29Q (44268.070000 sec): 3 clusters
  Score: Raw -274267.111183 + Penalty 2562.609707 = -271704.501476
  nChanged 4
		SP:Iteration 30Q (44268.280000 sec): 3 clusters
  Score: Raw -274268.148297 + Penalty 2562.609707 = -271705.538589
  nChanged 3
		SP:Iteration 31Q (44268.470000 sec): 3 clusters
  Score: Raw -274269.588564 + Penalty 2562.609707 = -271706.978857
  nChanged 4
		SP:Iteration 32Q (44268.620000 sec): 3 clusters
  Score: Raw -274270.439404 + Penalty 2562.609707 = -271707.829696
  nChanged 1
		SP:Iteration 33Q (44268.760000 sec): 3 clusters
  Score: Raw -274270.638449 + Penalty 2562.609707 = -271708.028741
  nChanged 1
		SP:Iteration 34Q (44268.950000 sec): 3 clusters
  Score: Raw -274270.819957 + Penalty 2562.609707 = -271708.210249
  nChanged 0
		SP:Iteration 35F (44269.120000 sec): 3 clusters
  Score: Raw -274270.819957 + Penalty 2562.609707 = -271708.210249
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (89472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44269.620000 sec): 2 clusters
  Score: Raw -9558016.180206 + Penalty 1852.773163 = -9556163.407043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44270.190000 sec): 3 clusters
  Score: Raw -9500180.568300 + Penalty 3705.546327 = -9496475.021973
  nChanged 42510
		SP:Iteration 1F (44270.880000 sec): 3 clusters
  Score: Raw -9524844.532382 + Penalty 3705.546327 = -9521138.986055
  nChanged 2976
		SP:Iteration 2Q (44271.590000 sec): 3 clusters
  Score: Raw -9525614.334468 + Penalty 3705.546327 = -9521908.788141
  nChanged 3269
		SP:Iteration 3Q (44272.310000 sec): 3 clusters
  Score: Raw -9526680.818766 + Penalty 3705.546327 = -9522975.272439
  nChanged 3955
		SP:Iteration 4Q (44272.940000 sec): 3 clusters
  Score: Raw -9528207.912373 + Penalty 3705.546327 = -9524502.366046
  nChanged 4594
		SP:Iteration 5F (44273.660000 sec): 3 clusters
  Score: Raw -9530386.068234 + Penalty 3705.546327 = -9526680.521907
  nChanged 5463
		SP:Iteration 6F (44274.380000 sec): 3 clusters
  Score: Raw -9533759.298137 + Penalty 3705.546327 = -9530053.751810
  nChanged 6280
		SP:Iteration 7F (44275.020000 sec): 3 clusters
  Score: Raw -9538612.916992 + Penalty 3705.546327 = -9534907.370665
  nChanged 6653
		SP:Iteration 8F (44275.680000 sec): 3 clusters
  Score: Raw -9544555.084689 + Penalty 3705.546327 = -9540849.538362
  nChanged 5814
		SP:Iteration 9F (44276.300000 sec): 3 clusters
  Score: Raw -9549996.110589 + Penalty 3705.546327 = -9546290.564262
  nChanged 4174
		SP:Iteration 10Q (44276.950000 sec): 3 clusters
  Score: Raw -9553965.113399 + Penalty 3705.546327 = -9550259.567072
  nChanged 2559
		SP:Iteration 11Q (44277.580000 sec): 3 clusters
  Score: Raw -9556381.503312 + Penalty 3705.546327 = -9552675.956985
  nChanged 1373
		SP:Iteration 12Q (44278.240000 sec): 3 clusters
  Score: Raw -9557712.515998 + Penalty 3705.546327 = -9554006.969671
  nChanged 684
		SP:Iteration 13Q (44278.870000 sec): 3 clusters
  Score: Raw -9558418.204885 + Penalty 3705.546327 = -9554712.658558
  nChanged 383
		SP:Iteration 14Q (44279.500000 sec): 3 clusters
  Score: Raw -9558852.515535 + Penalty 3705.546327 = -9555146.969208
  nChanged 242
		SP:Iteration 15Q (44280.150000 sec): 3 clusters
  Score: Raw -9559113.955264 + Penalty 3705.546327 = -9555408.408937
  nChanged 167
		SP:Iteration 16Q (44280.830000 sec): 3 clusters
  Score: Raw -9559280.846969 + Penalty 3705.546327 = -9555575.300642
  nChanged 123
		SP:Iteration 17Q (44281.460000 sec): 3 clusters
  Score: Raw -9559398.960204 + Penalty 3705.546327 = -9555693.413877
  nChanged 99
		SP:Iteration 18Q (44282.050000 sec): 3 clusters
  Score: Raw -9559468.892845 + Penalty 3705.546327 = -9555763.346518
  nChanged 58
		SP:Iteration 19Q (44282.730000 sec): 3 clusters
  Score: Raw -9559503.016487 + Penalty 3705.546327 = -9555797.470160
  nChanged 41
		SP:Iteration 20F (44283.360000 sec): 3 clusters
  Score: Raw -9559521.468478 + Penalty 3705.546327 = -9555815.922151
  nChanged 29
		SP:Iteration 21Q (44283.930000 sec): 3 clusters
  Score: Raw -9559532.765119 + Penalty 3705.546327 = -9555827.218792
  nChanged 22
		SP:Iteration 22Q (44284.550000 sec): 3 clusters
  Score: Raw -9559539.014656 + Penalty 3705.546327 = -9555833.468329
  nChanged 13
		SP:Iteration 23Q (44285.170000 sec): 3 clusters
  Score: Raw -9559542.665506 + Penalty 3705.546327 = -9555837.119179
  nChanged 7
		SP:Iteration 24Q (44285.750000 sec): 3 clusters
  Score: Raw -9559544.851490 + Penalty 3705.546327 = -9555839.305163
  nChanged 6
		SP:Iteration 25Q (44286.340000 sec): 3 clusters
  Score: Raw -9559546.970489 + Penalty 3705.546327 = -9555841.424162
  nChanged 3
		SP:Iteration 26Q (44286.860000 sec): 3 clusters
  Score: Raw -9559547.815866 + Penalty 3705.546327 = -9555842.269539
  nChanged 0
		SP:Iteration 27F (44287.490000 sec): 3 clusters
  Score: Raw -9559547.815866 + Penalty 3705.546327 = -9555842.269539
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44287.630000 sec): 2 clusters
  Score: Raw -167571.033675 + Penalty 1225.953968 = -166345.079707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44287.850000 sec): 3 clusters
  Score: Raw -166802.607189 + Penalty 2451.907935 = -164350.699254
  nChanged 674
		SP:Iteration 1F (44288.070000 sec): 3 clusters
  Score: Raw -167270.654421 + Penalty 2451.907935 = -164818.746486
  nChanged 158
		SP:Iteration 2F (44288.250000 sec): 3 clusters
  Score: Raw -167414.600942 + Penalty 2451.907935 = -164962.693007
  nChanged 102
		SP:Iteration 3F (44288.410000 sec): 3 clusters
  Score: Raw -167501.500983 + Penalty 2451.907935 = -165049.593048
  nChanged 68
		SP:Iteration 4Q (44288.580000 sec): 3 clusters
  Score: Raw -167565.172873 + Penalty 2451.907935 = -165113.264938
  nChanged 62
		SP:Iteration 5Q (44288.750000 sec): 3 clusters
  Score: Raw -167623.136044 + Penalty 2451.907935 = -165171.228109
  nChanged 71
		SP:Iteration 6Q (44288.970000 sec): 3 clusters
  Score: Raw -167686.104489 + Penalty 2451.907935 = -165234.196554
  nChanged 71
		SP:Iteration 7Q (44289.100000 sec): 3 clusters
  Score: Raw -167758.123990 + Penalty 2451.907935 = -165306.216055
  nChanged 76
		SP:Iteration 8Q (44289.270000 sec): 3 clusters
  Score: Raw -167837.678412 + Penalty 2451.907935 = -165385.770477
  nChanged 66
		SP:Iteration 9Q (44289.430000 sec): 3 clusters
  Score: Raw -167917.666399 + Penalty 2451.907935 = -165465.758464
  nChanged 64
		SP:Iteration 10Q (44289.570000 sec): 3 clusters
  Score: Raw -168033.329757 + Penalty 2451.907935 = -165581.421822
  nChanged 72
		SP:Iteration 11Q (44289.720000 sec): 3 clusters
  Score: Raw -168175.956624 + Penalty 2451.907935 = -165724.048689
  nChanged 55
		SP:Iteration 12Q (44289.860000 sec): 3 clusters
  Score: Raw -168279.581564 + Penalty 2451.907935 = -165827.673629
  nChanged 46
		SP:Iteration 13Q (44290.000000 sec): 3 clusters
  Score: Raw -168338.697518 + Penalty 2451.907935 = -165886.789583
  nChanged 25
		SP:Iteration 14Q (44290.150000 sec): 3 clusters
  Score: Raw -168362.875634 + Penalty 2451.907935 = -165910.967698
  nChanged 12
		SP:Iteration 15Q (44290.290000 sec): 3 clusters
  Score: Raw -168372.428411 + Penalty 2451.907935 = -165920.520476
  nChanged 5
		SP:Iteration 16Q (44290.390000 sec): 3 clusters
  Score: Raw -168379.004798 + Penalty 2451.907935 = -165927.096863
  nChanged 7
		SP:Iteration 17Q (44290.530000 sec): 3 clusters
  Score: Raw -168384.236366 + Penalty 2451.907935 = -165932.328431
  nChanged 6
		SP:Iteration 18Q (44290.670000 sec): 3 clusters
  Score: Raw -168389.097795 + Penalty 2451.907935 = -165937.189860
  nChanged 7
		SP:Iteration 19Q (44290.880000 sec): 3 clusters
  Score: Raw -168401.185952 + Penalty 2451.907935 = -165949.278016
  nChanged 17
		SP:Iteration 20F (44291.070000 sec): 3 clusters
  Score: Raw -168427.292723 + Penalty 2451.907935 = -165975.384788
  nChanged 21
		SP:Iteration 21Q (44291.250000 sec): 3 clusters
  Score: Raw -168458.155227 + Penalty 2451.907935 = -166006.247292
  nChanged 18
		SP:Iteration 22Q (44291.480000 sec): 3 clusters
  Score: Raw -168477.617325 + Penalty 2451.907935 = -166025.709390
  nChanged 20
		SP:Iteration 23Q (44291.630000 sec): 3 clusters
  Score: Raw -168500.238896 + Penalty 2451.907935 = -166048.330961
  nChanged 22
		SP:Iteration 24Q (44291.840000 sec): 3 clusters
  Score: Raw -168525.767690 + Penalty 2451.907935 = -166073.859754
  nChanged 23
		SP:Iteration 25Q (44291.990000 sec): 3 clusters
  Score: Raw -168561.104787 + Penalty 2451.907935 = -166109.196852
  nChanged 19
		SP:Iteration 26Q (44292.170000 sec): 3 clusters
  Score: Raw -168584.573234 + Penalty 2451.907935 = -166132.665298
  nChanged 13
		SP:Iteration 27Q (44292.280000 sec): 3 clusters
  Score: Raw -168595.437226 + Penalty 2451.907935 = -166143.529291
  nChanged 10
		SP:Iteration 28Q (44292.460000 sec): 3 clusters
  Score: Raw -168602.719071 + Penalty 2451.907935 = -166150.811136
  nChanged 8
		SP:Iteration 29Q (44292.550000 sec): 3 clusters
  Score: Raw -168607.874578 + Penalty 2451.907935 = -166155.966643
  nChanged 9
		SP:Iteration 30Q (44292.780000 sec): 3 clusters
  Score: Raw -168614.104933 + Penalty 2451.907935 = -166162.196998
  nChanged 9
		SP:Iteration 31Q (44293.010000 sec): 3 clusters
  Score: Raw -168620.784266 + Penalty 2451.907935 = -166168.876331
  nChanged 6
		SP:Iteration 32Q (44293.220000 sec): 3 clusters
  Score: Raw -168625.715971 + Penalty 2451.907935 = -166173.808035
  nChanged 5
		SP:Iteration 33Q (44293.430000 sec): 3 clusters
  Score: Raw -168630.650689 + Penalty 2451.907935 = -166178.742754
  nChanged 6
		SP:Iteration 34Q (44293.630000 sec): 3 clusters
  Score: Raw -168637.577230 + Penalty 2451.907935 = -166185.669295
  nChanged 6
		SP:Iteration 35Q (44293.800000 sec): 3 clusters
  Score: Raw -168643.421597 + Penalty 2451.907935 = -166191.513662
  nChanged 6
		SP:Iteration 36Q (44294.010000 sec): 3 clusters
  Score: Raw -168646.754600 + Penalty 2451.907935 = -166194.846665
  nChanged 2
		SP:Iteration 37Q (44294.190000 sec): 3 clusters
  Score: Raw -168647.603167 + Penalty 2451.907935 = -166195.695232
  nChanged 0
		SP:Iteration 38F (44294.390000 sec): 3 clusters
  Score: Raw -168647.603167 + Penalty 2451.907935 = -166195.695232
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44294.480000 sec): 2 clusters
  Score: Raw -195515.171558 + Penalty 1229.020096 = -194286.151462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44294.730000 sec): 3 clusters
  Score: Raw -194723.861567 + Penalty 2458.040193 = -192265.821374
  nChanged 658
		SP:Iteration 1F (44294.910000 sec): 3 clusters
  Score: Raw -195140.208021 + Penalty 2458.040193 = -192682.167828
  nChanged 125
		SP:Iteration 2F (44295.090000 sec): 3 clusters
  Score: Raw -195243.885178 + Penalty 2458.040193 = -192785.844986
  nChanged 100
		SP:Iteration 3F (44295.270000 sec): 3 clusters
  Score: Raw -195326.053834 + Penalty 2458.040193 = -192868.013641
  nChanged 81
		SP:Iteration 4Q (44295.470000 sec): 3 clusters
  Score: Raw -195392.119295 + Penalty 2458.040193 = -192934.079102
  nChanged 61
		SP:Iteration 5Q (44295.650000 sec): 3 clusters
  Score: Raw -195445.646920 + Penalty 2458.040193 = -192987.606727
  nChanged 63
		SP:Iteration 6Q (44295.830000 sec): 3 clusters
  Score: Raw -195499.915711 + Penalty 2458.040193 = -193041.875519
  nChanged 51
		SP:Iteration 7Q (44296.030000 sec): 3 clusters
  Score: Raw -195548.595305 + Penalty 2458.040193 = -193090.555112
  nChanged 48
		SP:Iteration 8Q (44296.200000 sec): 3 clusters
  Score: Raw -195590.268575 + Penalty 2458.040193 = -193132.228382
  nChanged 42
		SP:Iteration 9Q (44296.400000 sec): 3 clusters
  Score: Raw -195626.460049 + Penalty 2458.040193 = -193168.419857
  nChanged 41
		SP:Iteration 10Q (44296.530000 sec): 3 clusters
  Score: Raw -195670.355426 + Penalty 2458.040193 = -193212.315233
  nChanged 38
		SP:Iteration 11Q (44296.720000 sec): 3 clusters
  Score: Raw -195706.935638 + Penalty 2458.040193 = -193248.895446
  nChanged 41
		SP:Iteration 12Q (44296.900000 sec): 3 clusters
  Score: Raw -195729.138262 + Penalty 2458.040193 = -193271.098070
  nChanged 18
		SP:Iteration 13Q (44297.050000 sec): 3 clusters
  Score: Raw -195741.379071 + Penalty 2458.040193 = -193283.338878
  nChanged 16
		SP:Iteration 14Q (44297.190000 sec): 3 clusters
  Score: Raw -195756.177096 + Penalty 2458.040193 = -193298.136904
  nChanged 19
		SP:Iteration 15Q (44297.290000 sec): 3 clusters
  Score: Raw -195774.959839 + Penalty 2458.040193 = -193316.919647
  nChanged 17
		SP:Iteration 16Q (44297.450000 sec): 3 clusters
  Score: Raw -195789.518279 + Penalty 2458.040193 = -193331.478086
  nChanged 17
		SP:Iteration 17Q (44297.550000 sec): 3 clusters
  Score: Raw -195806.717550 + Penalty 2458.040193 = -193348.677358
  nChanged 18
		SP:Iteration 18Q (44297.690000 sec): 3 clusters
  Score: Raw -195822.207622 + Penalty 2458.040193 = -193364.167429
  nChanged 16
		SP:Iteration 19Q (44297.840000 sec): 3 clusters
  Score: Raw -195836.116853 + Penalty 2458.040193 = -193378.076660
  nChanged 21
		SP:Iteration 20F (44297.980000 sec): 3 clusters
  Score: Raw -195846.556619 + Penalty 2458.040193 = -193388.516427
  nChanged 14
		SP:Iteration 21Q (44298.080000 sec): 3 clusters
  Score: Raw -195855.278235 + Penalty 2458.040193 = -193397.238042
  nChanged 16
		SP:Iteration 22Q (44298.280000 sec): 3 clusters
  Score: Raw -195864.682719 + Penalty 2458.040193 = -193406.642526
  nChanged 10
		SP:Iteration 23Q (44298.440000 sec): 3 clusters
  Score: Raw -195869.316608 + Penalty 2458.040193 = -193411.276416
  nChanged 12
		SP:Iteration 24Q (44298.630000 sec): 3 clusters
  Score: Raw -195874.700703 + Penalty 2458.040193 = -193416.660510
  nChanged 11
		SP:Iteration 25Q (44298.800000 sec): 3 clusters
  Score: Raw -195880.624407 + Penalty 2458.040193 = -193422.584214
  nChanged 16
		SP:Iteration 26Q (44298.970000 sec): 3 clusters
  Score: Raw -195889.134592 + Penalty 2458.040193 = -193431.094400
  nChanged 18
		SP:Iteration 27Q (44299.150000 sec): 3 clusters
  Score: Raw -195898.737015 + Penalty 2458.040193 = -193440.696823
  nChanged 18
		SP:Iteration 28Q (44299.310000 sec): 3 clusters
  Score: Raw -195906.868506 + Penalty 2458.040193 = -193448.828314
  nChanged 16
		SP:Iteration 29Q (44299.480000 sec): 3 clusters
  Score: Raw -195918.581964 + Penalty 2458.040193 = -193460.541771
  nChanged 22
		SP:Iteration 30Q (44299.650000 sec): 3 clusters
  Score: Raw -195932.380702 + Penalty 2458.040193 = -193474.340509
  nChanged 22
		SP:Iteration 31Q (44299.820000 sec): 3 clusters
  Score: Raw -195945.468421 + Penalty 2458.040193 = -193487.428228
  nChanged 22
		SP:Iteration 32Q (44300.000000 sec): 3 clusters
  Score: Raw -195960.577686 + Penalty 2458.040193 = -193502.537493
  nChanged 28
		SP:Iteration 33Q (44300.160000 sec): 3 clusters
  Score: Raw -195980.414409 + Penalty 2458.040193 = -193522.374216
  nChanged 16
		SP:Iteration 34Q (44300.330000 sec): 3 clusters
  Score: Raw -195985.947515 + Penalty 2458.040193 = -193527.907322
  nChanged 10
		SP:Iteration 35Q (44300.510000 sec): 3 clusters
  Score: Raw -195989.878976 + Penalty 2458.040193 = -193531.838783
  nChanged 6
		SP:Iteration 36Q (44300.710000 sec): 3 clusters
  Score: Raw -195993.526915 + Penalty 2458.040193 = -193535.486723
  nChanged 5
		SP:Iteration 37Q (44300.850000 sec): 3 clusters
  Score: Raw -195996.228115 + Penalty 2458.040193 = -193538.187923
  nChanged 4
		SP:Iteration 38Q (44301.110000 sec): 3 clusters
  Score: Raw -195997.697287 + Penalty 2458.040193 = -193539.657094
  nChanged 2
		SP:Iteration 39Q (44301.290000 sec): 3 clusters
  Score: Raw -195998.986123 + Penalty 2458.040193 = -193540.945931
  nChanged 4
		SP:Iteration 40F (44301.420000 sec): 3 clusters
  Score: Raw -196000.998116 + Penalty 2458.040193 = -193542.957924
  nChanged 9
		SP:Iteration 41Q (44301.610000 sec): 3 clusters
  Score: Raw -196005.208210 + Penalty 2458.040193 = -193547.168017
  nChanged 10
		SP:Iteration 42Q (44301.740000 sec): 3 clusters
  Score: Raw -196009.472118 + Penalty 2458.040193 = -193551.431926
  nChanged 12
		SP:Iteration 43Q (44301.880000 sec): 3 clusters
  Score: Raw -196019.114408 + Penalty 2458.040193 = -193561.074216
  nChanged 9
		SP:Iteration 44Q (44302.020000 sec): 3 clusters
  Score: Raw -196025.752471 + Penalty 2458.040193 = -193567.712278
  nChanged 8
		SP:Iteration 45Q (44302.210000 sec): 3 clusters
  Score: Raw -196033.616123 + Penalty 2458.040193 = -193575.575931
  nChanged 11
		SP:Iteration 46Q (44302.350000 sec): 3 clusters
  Score: Raw -196043.519029 + Penalty 2458.040193 = -193585.478837
  nChanged 11
		SP:Iteration 47Q (44302.500000 sec): 3 clusters
  Score: Raw -196053.059653 + Penalty 2458.040193 = -193595.019461
  nChanged 13
		SP:Iteration 48Q (44302.690000 sec): 3 clusters
  Score: Raw -196063.813314 + Penalty 2458.040193 = -193605.773122
  nChanged 12
		SP:Iteration 49Q (44302.820000 sec): 3 clusters
  Score: Raw -196072.734965 + Penalty 2458.040193 = -193614.694772
  nChanged 9
		SP:Iteration 50Q (44303.020000 sec): 3 clusters
  Score: Raw -196078.695134 + Penalty 2458.040193 = -193620.654942
  nChanged 8
		SP:Iteration 51Q (44303.150000 sec): 3 clusters
  Score: Raw -196084.041192 + Penalty 2458.040193 = -193626.001000
  nChanged 9
		SP:Iteration 52Q (44303.290000 sec): 3 clusters
  Score: Raw -196089.316219 + Penalty 2458.040193 = -193631.276027
  nChanged 7
		SP:Iteration 53Q (44303.440000 sec): 3 clusters
  Score: Raw -196092.591381 + Penalty 2458.040193 = -193634.551188
  nChanged 9
		SP:Iteration 54Q (44303.570000 sec): 3 clusters
  Score: Raw -196097.742756 + Penalty 2458.040193 = -193639.702564
  nChanged 11
		SP:Iteration 55Q (44303.710000 sec): 3 clusters
  Score: Raw -196103.332363 + Penalty 2458.040193 = -193645.292170
  nChanged 9
		SP:Iteration 56Q (44303.850000 sec): 3 clusters
  Score: Raw -196109.609194 + Penalty 2458.040193 = -193651.569001
  nChanged 9
		SP:Iteration 57Q (44303.990000 sec): 3 clusters
  Score: Raw -196117.611630 + Penalty 2458.040193 = -193659.571438
  nChanged 4
		SP:Iteration 58Q (44304.130000 sec): 3 clusters
  Score: Raw -196120.306537 + Penalty 2458.040193 = -193662.266344
  nChanged 4
		SP:Iteration 59Q (44304.260000 sec): 3 clusters
  Score: Raw -196122.200429 + Penalty 2458.040193 = -193664.160237
  nChanged 3
		SP:Iteration 60F (44304.450000 sec): 3 clusters
  Score: Raw -196124.183090 + Penalty 2458.040193 = -193666.142898
  nChanged 4
		SP:Iteration 61Q (44304.660000 sec): 3 clusters
  Score: Raw -196127.217113 + Penalty 2458.040193 = -193669.176921
  nChanged 4
		SP:Iteration 62Q (44304.860000 sec): 3 clusters
  Score: Raw -196129.946504 + Penalty 2458.040193 = -193671.906311
  nChanged 6
		SP:Iteration 63Q (44305.050000 sec): 3 clusters
  Score: Raw -196134.171504 + Penalty 2458.040193 = -193676.131312
  nChanged 7
		SP:Iteration 64Q (44305.240000 sec): 3 clusters
  Score: Raw -196138.100573 + Penalty 2458.040193 = -193680.060381
  nChanged 4
		SP:Iteration 65Q (44305.370000 sec): 3 clusters
  Score: Raw -196140.885259 + Penalty 2458.040193 = -193682.845067
  nChanged 5
		SP:Iteration 66Q (44305.570000 sec): 3 clusters
  Score: Raw -196145.233312 + Penalty 2458.040193 = -193687.193120
  nChanged 9
		SP:Iteration 67Q (44305.710000 sec): 3 clusters
  Score: Raw -196152.848117 + Penalty 2458.040193 = -193694.807925
  nChanged 6
		SP:Iteration 68Q (44305.930000 sec): 3 clusters
  Score: Raw -196156.074016 + Penalty 2458.040193 = -193698.033823
  nChanged 5
		SP:Iteration 69Q (44306.120000 sec): 3 clusters
  Score: Raw -196160.154775 + Penalty 2458.040193 = -193702.114582
  nChanged 4
		SP:Iteration 70Q (44306.290000 sec): 3 clusters
  Score: Raw -196164.262981 + Penalty 2458.040193 = -193706.222789
  nChanged 8
		SP:Iteration 71Q (44306.510000 sec): 3 clusters
  Score: Raw -196173.937422 + Penalty 2458.040193 = -193715.897230
  nChanged 9
		SP:Iteration 72Q (44306.670000 sec): 3 clusters
  Score: Raw -196183.799472 + Penalty 2458.040193 = -193725.759279
  nChanged 8
		SP:Iteration 73Q (44306.810000 sec): 3 clusters
  Score: Raw -196193.595602 + Penalty 2458.040193 = -193735.555410
  nChanged 11
		SP:Iteration 74Q (44306.990000 sec): 3 clusters
  Score: Raw -196206.999331 + Penalty 2458.040193 = -193748.959138
  nChanged 8
		SP:Iteration 75Q (44307.170000 sec): 3 clusters
  Score: Raw -196215.289538 + Penalty 2458.040193 = -193757.249345
  nChanged 5
		SP:Iteration 76Q (44307.340000 sec): 3 clusters
  Score: Raw -196224.280622 + Penalty 2458.040193 = -193766.240429
  nChanged 6
		SP:Iteration 77Q (44307.490000 sec): 3 clusters
  Score: Raw -196229.015599 + Penalty 2458.040193 = -193770.975407
  nChanged 3
		SP:Iteration 78Q (44307.670000 sec): 3 clusters
  Score: Raw -196229.869400 + Penalty 2458.040193 = -193771.829208
  nChanged 0
		SP:Iteration 79F (44307.870000 sec): 3 clusters
  Score: Raw -196229.869400 + Penalty 2458.040193 = -193771.829208
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44308.010000 sec): 2 clusters
  Score: Raw -330950.444852 + Penalty 1323.557530 = -329626.887321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44308.170000 sec): 3 clusters
  Score: Raw -329299.236933 + Penalty 2647.115061 = -326652.121872
  nChanged 1326
		SP:Iteration 1F (44308.350000 sec): 3 clusters
  Score: Raw -330081.746392 + Penalty 2647.115061 = -327434.631332
  nChanged 241
		SP:Iteration 2F (44308.500000 sec): 3 clusters
  Score: Raw -330231.598623 + Penalty 2647.115061 = -327584.483562
  nChanged 167
		SP:Iteration 3Q (44308.700000 sec): 3 clusters
  Score: Raw -330338.772700 + Penalty 2647.115061 = -327691.657640
  nChanged 146
		SP:Iteration 4Q (44308.870000 sec): 3 clusters
  Score: Raw -330421.844228 + Penalty 2647.115061 = -327774.729168
  nChanged 109
		SP:Iteration 5Q (44309.050000 sec): 3 clusters
  Score: Raw -330478.701914 + Penalty 2647.115061 = -327831.586853
  nChanged 88
		SP:Iteration 6Q (44309.190000 sec): 3 clusters
  Score: Raw -330514.223423 + Penalty 2647.115061 = -327867.108362
  nChanged 69
		SP:Iteration 7Q (44309.370000 sec): 3 clusters
  Score: Raw -330544.547268 + Penalty 2647.115061 = -327897.432208
  nChanged 55
		SP:Iteration 8Q (44309.550000 sec): 3 clusters
  Score: Raw -330570.096881 + Penalty 2647.115061 = -327922.981820
  nChanged 65
		SP:Iteration 9Q (44309.710000 sec): 3 clusters
  Score: Raw -330601.469320 + Penalty 2647.115061 = -327954.354259
  nChanged 63
		SP:Iteration 10Q (44309.860000 sec): 3 clusters
  Score: Raw -330628.655244 + Penalty 2647.115061 = -327981.540183
  nChanged 47
		SP:Iteration 11Q (44310.030000 sec): 3 clusters
  Score: Raw -330651.260018 + Penalty 2647.115061 = -328004.144957
  nChanged 45
		SP:Iteration 12Q (44310.210000 sec): 3 clusters
  Score: Raw -330671.730140 + Penalty 2647.115061 = -328024.615080
  nChanged 48
		SP:Iteration 13Q (44310.370000 sec): 3 clusters
  Score: Raw -330690.479115 + Penalty 2647.115061 = -328043.364054
  nChanged 46
		SP:Iteration 14Q (44310.520000 sec): 3 clusters
  Score: Raw -330706.517954 + Penalty 2647.115061 = -328059.402893
  nChanged 51
		SP:Iteration 15Q (44310.700000 sec): 3 clusters
  Score: Raw -330727.235769 + Penalty 2647.115061 = -328080.120708
  nChanged 48
		SP:Iteration 16Q (44310.880000 sec): 3 clusters
  Score: Raw -330745.970626 + Penalty 2647.115061 = -328098.855565
  nChanged 51
		SP:Iteration 17Q (44311.000000 sec): 3 clusters
  Score: Raw -330767.284025 + Penalty 2647.115061 = -328120.168965
  nChanged 53
		SP:Iteration 18Q (44311.130000 sec): 3 clusters
  Score: Raw -330792.437948 + Penalty 2647.115061 = -328145.322887
  nChanged 45
		SP:Iteration 19Q (44311.330000 sec): 3 clusters
  Score: Raw -330814.512274 + Penalty 2647.115061 = -328167.397213
  nChanged 46
		SP:Iteration 20F (44311.540000 sec): 3 clusters
  Score: Raw -330841.290812 + Penalty 2647.115061 = -328194.175751
  nChanged 54
		SP:Iteration 21Q (44311.700000 sec): 3 clusters
  Score: Raw -330868.582518 + Penalty 2647.115061 = -328221.467457
  nChanged 48
		SP:Iteration 22Q (44311.900000 sec): 3 clusters
  Score: Raw -330896.590396 + Penalty 2647.115061 = -328249.475335
  nChanged 40
		SP:Iteration 23Q (44312.080000 sec): 3 clusters
  Score: Raw -330916.710717 + Penalty 2647.115061 = -328269.595656
  nChanged 47
		SP:Iteration 24Q (44312.240000 sec): 3 clusters
  Score: Raw -330941.662438 + Penalty 2647.115061 = -328294.547378
  nChanged 37
		SP:Iteration 25Q (44312.410000 sec): 3 clusters
  Score: Raw -330960.895363 + Penalty 2647.115061 = -328313.780303
  nChanged 43
		SP:Iteration 26Q (44312.620000 sec): 3 clusters
  Score: Raw -330982.363232 + Penalty 2647.115061 = -328335.248172
  nChanged 36
		SP:Iteration 27Q (44312.770000 sec): 3 clusters
  Score: Raw -331003.311303 + Penalty 2647.115061 = -328356.196243
  nChanged 40
		SP:Iteration 28Q (44312.960000 sec): 3 clusters
  Score: Raw -331028.927670 + Penalty 2647.115061 = -328381.812610
  nChanged 38
		SP:Iteration 29Q (44313.130000 sec): 3 clusters
  Score: Raw -331052.371443 + Penalty 2647.115061 = -328405.256383
  nChanged 28
		SP:Iteration 30Q (44313.270000 sec): 3 clusters
  Score: Raw -331067.084287 + Penalty 2647.115061 = -328419.969226
  nChanged 21
		SP:Iteration 31Q (44313.440000 sec): 3 clusters
  Score: Raw -331080.064813 + Penalty 2647.115061 = -328432.949753
  nChanged 16
		SP:Iteration 32Q (44313.640000 sec): 3 clusters
  Score: Raw -331093.016592 + Penalty 2647.115061 = -328445.901532
  nChanged 19
		SP:Iteration 33Q (44313.830000 sec): 3 clusters
  Score: Raw -331106.780859 + Penalty 2647.115061 = -328459.665798
  nChanged 19
		SP:Iteration 34Q (44314.000000 sec): 3 clusters
  Score: Raw -331116.292309 + Penalty 2647.115061 = -328469.177248
  nChanged 16
		SP:Iteration 35Q (44314.180000 sec): 3 clusters
  Score: Raw -331127.311833 + Penalty 2647.115061 = -328480.196773
  nChanged 10
		SP:Iteration 36Q (44314.370000 sec): 3 clusters
  Score: Raw -331135.473195 + Penalty 2647.115061 = -328488.358135
  nChanged 12
		SP:Iteration 37Q (44314.570000 sec): 3 clusters
  Score: Raw -331144.141691 + Penalty 2647.115061 = -328497.026631
  nChanged 9
		SP:Iteration 38Q (44314.740000 sec): 3 clusters
  Score: Raw -331151.336131 + Penalty 2647.115061 = -328504.221070
  nChanged 10
		SP:Iteration 39Q (44314.900000 sec): 3 clusters
  Score: Raw -331157.721499 + Penalty 2647.115061 = -328510.606438
  nChanged 10
		SP:Iteration 40F (44315.100000 sec): 3 clusters
  Score: Raw -331164.081558 + Penalty 2647.115061 = -328516.966498
  nChanged 5
		SP:Iteration 41Q (44315.240000 sec): 3 clusters
  Score: Raw -331169.087840 + Penalty 2647.115061 = -328521.972780
  nChanged 7
		SP:Iteration 42Q (44315.470000 sec): 3 clusters
  Score: Raw -331175.714623 + Penalty 2647.115061 = -328528.599563
  nChanged 10
		SP:Iteration 43Q (44315.650000 sec): 3 clusters
  Score: Raw -331187.602166 + Penalty 2647.115061 = -328540.487106
  nChanged 13
		SP:Iteration 44Q (44315.840000 sec): 3 clusters
  Score: Raw -331199.333482 + Penalty 2647.115061 = -328552.218421
  nChanged 14
		SP:Iteration 45Q (44316.030000 sec): 3 clusters
  Score: Raw -331214.004484 + Penalty 2647.115061 = -328566.889424
  nChanged 8
		SP:Iteration 46Q (44316.220000 sec): 3 clusters
  Score: Raw -331220.933759 + Penalty 2647.115061 = -328573.818699
  nChanged 9
		SP:Iteration 47Q (44316.420000 sec): 3 clusters
  Score: Raw -331229.203439 + Penalty 2647.115061 = -328582.088378
  nChanged 8
		SP:Iteration 48Q (44316.560000 sec): 3 clusters
  Score: Raw -331235.420503 + Penalty 2647.115061 = -328588.305443
  nChanged 3
		SP:Iteration 49Q (44316.730000 sec): 3 clusters
  Score: Raw -331236.878360 + Penalty 2647.115061 = -328589.763299
  nChanged 6
		SP:Iteration 50Q (44316.920000 sec): 3 clusters
  Score: Raw -331240.623598 + Penalty 2647.115061 = -328593.508537
  nChanged 4
		SP:Iteration 51Q (44317.120000 sec): 3 clusters
  Score: Raw -331244.305108 + Penalty 2647.115061 = -328597.190048
  nChanged 7
		SP:Iteration 52Q (44317.280000 sec): 3 clusters
  Score: Raw -331250.686701 + Penalty 2647.115061 = -328603.571640
  nChanged 7
		SP:Iteration 53Q (44317.490000 sec): 3 clusters
  Score: Raw -331256.220850 + Penalty 2647.115061 = -328609.105789
  nChanged 8
		SP:Iteration 54Q (44317.700000 sec): 3 clusters
  Score: Raw -331262.302531 + Penalty 2647.115061 = -328615.187471
  nChanged 5
		SP:Iteration 55Q (44317.900000 sec): 3 clusters
  Score: Raw -331265.562361 + Penalty 2647.115061 = -328618.447301
  nChanged 5
		SP:Iteration 56Q (44318.060000 sec): 3 clusters
  Score: Raw -331269.044471 + Penalty 2647.115061 = -328621.929411
  nChanged 2
		SP:Iteration 57Q (44318.280000 sec): 3 clusters
  Score: Raw -331270.982654 + Penalty 2647.115061 = -328623.867594
  nChanged 2
		SP:Iteration 58Q (44318.390000 sec): 3 clusters
  Score: Raw -331272.127727 + Penalty 2647.115061 = -328625.012667
  nChanged 2
		SP:Iteration 59Q (44318.620000 sec): 3 clusters
  Score: Raw -331273.544530 + Penalty 2647.115061 = -328626.429469
  nChanged 2
		SP:Iteration 60F (44318.800000 sec): 3 clusters
  Score: Raw -331274.012578 + Penalty 2647.115061 = -328626.897518
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (13739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44318.960000 sec): 2 clusters
  Score: Raw -1311769.099085 + Penalty 1548.298990 = -1310220.800096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44319.200000 sec): 3 clusters
  Score: Raw -1303743.790817 + Penalty 3096.597979 = -1300647.192837
  nChanged 6123
		SP:Iteration 1F (44319.480000 sec): 3 clusters
  Score: Raw -1307590.380375 + Penalty 3096.597979 = -1304493.782395
  nChanged 1068
		SP:Iteration 2F (44319.750000 sec): 3 clusters
  Score: Raw -1308347.305235 + Penalty 3096.597979 = -1305250.707256
  nChanged 1020
		SP:Iteration 3F (44319.940000 sec): 3 clusters
  Score: Raw -1309079.872999 + Penalty 3096.597979 = -1305983.275019
  nChanged 974
		SP:Iteration 4F (44320.190000 sec): 3 clusters
  Score: Raw -1309771.032216 + Penalty 3096.597979 = -1306674.434237
  nChanged 840
		SP:Iteration 5F (44320.480000 sec): 3 clusters
  Score: Raw -1310309.848137 + Penalty 3096.597979 = -1307213.250158
  nChanged 678
		SP:Iteration 6Q (44320.700000 sec): 3 clusters
  Score: Raw -1310687.768850 + Penalty 3096.597979 = -1307591.170870
  nChanged 527
		SP:Iteration 7Q (44320.940000 sec): 3 clusters
  Score: Raw -1310926.996120 + Penalty 3096.597979 = -1307830.398140
  nChanged 374
		SP:Iteration 8Q (44321.240000 sec): 3 clusters
  Score: Raw -1311090.671180 + Penalty 3096.597979 = -1307994.073201
  nChanged 338
		SP:Iteration 9Q (44321.430000 sec): 3 clusters
  Score: Raw -1311227.748164 + Penalty 3096.597979 = -1308131.150185
  nChanged 284
		SP:Iteration 10Q (44321.670000 sec): 3 clusters
  Score: Raw -1311335.382788 + Penalty 3096.597979 = -1308238.784808
  nChanged 265
		SP:Iteration 11Q (44321.920000 sec): 3 clusters
  Score: Raw -1311428.752260 + Penalty 3096.597979 = -1308332.154280
  nChanged 247
		SP:Iteration 12Q (44322.180000 sec): 3 clusters
  Score: Raw -1311524.700747 + Penalty 3096.597979 = -1308428.102768
  nChanged 225
		SP:Iteration 13Q (44322.370000 sec): 3 clusters
  Score: Raw -1311612.165038 + Penalty 3096.597979 = -1308515.567058
  nChanged 232
		SP:Iteration 14Q (44322.620000 sec): 3 clusters
  Score: Raw -1311702.269999 + Penalty 3096.597979 = -1308605.672020
  nChanged 208
		SP:Iteration 15Q (44322.870000 sec): 3 clusters
  Score: Raw -1311783.197591 + Penalty 3096.597979 = -1308686.599612
  nChanged 184
		SP:Iteration 16Q (44323.140000 sec): 3 clusters
  Score: Raw -1311849.924405 + Penalty 3096.597979 = -1308753.326426
  nChanged 169
		SP:Iteration 17Q (44323.420000 sec): 3 clusters
  Score: Raw -1311916.502669 + Penalty 3096.597979 = -1308819.904690
  nChanged 170
		SP:Iteration 18Q (44323.640000 sec): 3 clusters
  Score: Raw -1311975.984243 + Penalty 3096.597979 = -1308879.386263
  nChanged 165
		SP:Iteration 19Q (44323.870000 sec): 3 clusters
  Score: Raw -1312033.995263 + Penalty 3096.597979 = -1308937.397283
  nChanged 170
		SP:Iteration 20F (44324.090000 sec): 3 clusters
  Score: Raw -1312088.747568 + Penalty 3096.597979 = -1308992.149588
  nChanged 140
		SP:Iteration 21Q (44324.330000 sec): 3 clusters
  Score: Raw -1312133.081144 + Penalty 3096.597979 = -1309036.483164
  nChanged 146
		SP:Iteration 22Q (44324.560000 sec): 3 clusters
  Score: Raw -1312179.525383 + Penalty 3096.597979 = -1309082.927404
  nChanged 122
		SP:Iteration 23Q (44324.830000 sec): 3 clusters
  Score: Raw -1312212.256374 + Penalty 3096.597979 = -1309115.658395
  nChanged 111
		SP:Iteration 24Q (44325.070000 sec): 3 clusters
  Score: Raw -1312239.844106 + Penalty 3096.597979 = -1309143.246126
  nChanged 105
		SP:Iteration 25Q (44325.290000 sec): 3 clusters
  Score: Raw -1312264.423151 + Penalty 3096.597979 = -1309167.825171
  nChanged 95
		SP:Iteration 26Q (44325.540000 sec): 3 clusters
  Score: Raw -1312286.451878 + Penalty 3096.597979 = -1309189.853899
  nChanged 84
		SP:Iteration 27Q (44325.810000 sec): 3 clusters
  Score: Raw -1312308.481744 + Penalty 3096.597979 = -1309211.883764
  nChanged 63
		SP:Iteration 28Q (44326.040000 sec): 3 clusters
  Score: Raw -1312322.848354 + Penalty 3096.597979 = -1309226.250374
  nChanged 66
		SP:Iteration 29Q (44326.260000 sec): 3 clusters
  Score: Raw -1312340.016864 + Penalty 3096.597979 = -1309243.418885
  nChanged 68
		SP:Iteration 30Q (44326.520000 sec): 3 clusters
  Score: Raw -1312356.870010 + Penalty 3096.597979 = -1309260.272030
  nChanged 65
		SP:Iteration 31Q (44326.770000 sec): 3 clusters
  Score: Raw -1312371.514261 + Penalty 3096.597979 = -1309274.916282
  nChanged 60
		SP:Iteration 32Q (44327.020000 sec): 3 clusters
  Score: Raw -1312389.894131 + Penalty 3096.597979 = -1309293.296151
  nChanged 77
		SP:Iteration 33Q (44327.280000 sec): 3 clusters
  Score: Raw -1312411.314951 + Penalty 3096.597979 = -1309314.716971
  nChanged 57
		SP:Iteration 34Q (44327.580000 sec): 3 clusters
  Score: Raw -1312425.056819 + Penalty 3096.597979 = -1309328.458840
  nChanged 61
		SP:Iteration 35Q (44327.800000 sec): 3 clusters
  Score: Raw -1312438.789355 + Penalty 3096.597979 = -1309342.191376
  nChanged 57
		SP:Iteration 36Q (44328.070000 sec): 3 clusters
  Score: Raw -1312453.945929 + Penalty 3096.597979 = -1309357.347950
  nChanged 51
		SP:Iteration 37Q (44328.340000 sec): 3 clusters
  Score: Raw -1312465.894754 + Penalty 3096.597979 = -1309369.296775
  nChanged 48
		SP:Iteration 38Q (44328.620000 sec): 3 clusters
  Score: Raw -1312475.178974 + Penalty 3096.597979 = -1309378.580995
  nChanged 38
		SP:Iteration 39Q (44328.890000 sec): 3 clusters
  Score: Raw -1312483.203519 + Penalty 3096.597979 = -1309386.605540
  nChanged 29
		SP:Iteration 40F (44329.100000 sec): 3 clusters
  Score: Raw -1312489.572858 + Penalty 3096.597979 = -1309392.974878
  nChanged 26
		SP:Iteration 41Q (44329.380000 sec): 3 clusters
  Score: Raw -1312492.740245 + Penalty 3096.597979 = -1309396.142265
  nChanged 17
		SP:Iteration 42Q (44329.620000 sec): 3 clusters
  Score: Raw -1312494.566627 + Penalty 3096.597979 = -1309397.968648
  nChanged 16
		SP:Iteration 43Q (44329.850000 sec): 3 clusters
  Score: Raw -1312496.691470 + Penalty 3096.597979 = -1309400.093490
  nChanged 13
		SP:Iteration 44Q (44330.100000 sec): 3 clusters
  Score: Raw -1312498.791576 + Penalty 3096.597979 = -1309402.193597
  nChanged 14
		SP:Iteration 45Q (44330.360000 sec): 3 clusters
  Score: Raw -1312501.300753 + Penalty 3096.597979 = -1309404.702774
  nChanged 11
		SP:Iteration 46Q (44330.580000 sec): 3 clusters
  Score: Raw -1312502.769923 + Penalty 3096.597979 = -1309406.171944
  nChanged 10
		SP:Iteration 47Q (44330.840000 sec): 3 clusters
  Score: Raw -1312505.185659 + Penalty 3096.597979 = -1309408.587679
  nChanged 10
		SP:Iteration 48Q (44331.060000 sec): 3 clusters
  Score: Raw -1312506.826450 + Penalty 3096.597979 = -1309410.228471
  nChanged 5
		SP:Iteration 49Q (44331.340000 sec): 3 clusters
  Score: Raw -1312507.377709 + Penalty 3096.597979 = -1309410.779729
  nChanged 3
		SP:Iteration 50Q (44331.580000 sec): 3 clusters
  Score: Raw -1312507.790921 + Penalty 3096.597979 = -1309411.192941
  nChanged 4
		SP:Iteration 51Q (44331.840000 sec): 3 clusters
  Score: Raw -1312508.202162 + Penalty 3096.597979 = -1309411.604183
  nChanged 3
		SP:Iteration 52Q (44332.060000 sec): 3 clusters
  Score: Raw -1312508.537565 + Penalty 3096.597979 = -1309411.939586
  nChanged 2
		SP:Iteration 53Q (44332.300000 sec): 3 clusters
  Score: Raw -1312508.827992 + Penalty 3096.597979 = -1309412.230012
  nChanged 0
		SP:Iteration 54F (44332.560000 sec): 3 clusters
  Score: Raw -1312508.827992 + Penalty 3096.597979 = -1309412.230012
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44332.690000 sec): 2 clusters
  Score: Raw -451474.124139 + Penalty 1375.571834 = -450098.552306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44332.890000 sec): 3 clusters
  Score: Raw -449060.369480 + Penalty 2751.143667 = -446309.225813
  nChanged 1921
		SP:Iteration 1F (44333.110000 sec): 3 clusters
  Score: Raw -450175.513210 + Penalty 2751.143667 = -447424.369543
  nChanged 329
		SP:Iteration 2F (44333.300000 sec): 3 clusters
  Score: Raw -450342.778445 + Penalty 2751.143667 = -447591.634778
  nChanged 256
		SP:Iteration 3F (44333.490000 sec): 3 clusters
  Score: Raw -450479.739985 + Penalty 2751.143667 = -447728.596318
  nChanged 214
		SP:Iteration 4Q (44333.700000 sec): 3 clusters
  Score: Raw -450609.434649 + Penalty 2751.143667 = -447858.290982
  nChanged 214
		SP:Iteration 5Q (44333.860000 sec): 3 clusters
  Score: Raw -450750.299781 + Penalty 2751.143667 = -447999.156114
  nChanged 194
		SP:Iteration 6Q (44334.080000 sec): 3 clusters
  Score: Raw -450891.925096 + Penalty 2751.143667 = -448140.781429
  nChanged 206
		SP:Iteration 7Q (44334.260000 sec): 3 clusters
  Score: Raw -451029.148302 + Penalty 2751.143667 = -448278.004635
  nChanged 180
		SP:Iteration 8Q (44334.480000 sec): 3 clusters
  Score: Raw -451137.743871 + Penalty 2751.143667 = -448386.600204
  nChanged 171
		SP:Iteration 9Q (44334.660000 sec): 3 clusters
  Score: Raw -451225.932582 + Penalty 2751.143667 = -448474.788915
  nChanged 142
		SP:Iteration 10Q (44334.830000 sec): 3 clusters
  Score: Raw -451299.187670 + Penalty 2751.143667 = -448548.044002
  nChanged 125
		SP:Iteration 11Q (44335.020000 sec): 3 clusters
  Score: Raw -451365.592489 + Penalty 2751.143667 = -448614.448822
  nChanged 101
		SP:Iteration 12Q (44335.210000 sec): 3 clusters
  Score: Raw -451413.516029 + Penalty 2751.143667 = -448662.372362
  nChanged 96
		SP:Iteration 13Q (44335.360000 sec): 3 clusters
  Score: Raw -451457.865466 + Penalty 2751.143667 = -448706.721799
  nChanged 95
		SP:Iteration 14Q (44335.540000 sec): 3 clusters
  Score: Raw -451495.257026 + Penalty 2751.143667 = -448744.113359
  nChanged 73
		SP:Iteration 15Q (44335.710000 sec): 3 clusters
  Score: Raw -451523.484714 + Penalty 2751.143667 = -448772.341047
  nChanged 54
		SP:Iteration 16Q (44335.880000 sec): 3 clusters
  Score: Raw -451541.468734 + Penalty 2751.143667 = -448790.325067
  nChanged 46
		SP:Iteration 17Q (44336.090000 sec): 3 clusters
  Score: Raw -451557.222061 + Penalty 2751.143667 = -448806.078394
  nChanged 44
		SP:Iteration 18Q (44336.300000 sec): 3 clusters
  Score: Raw -451572.723706 + Penalty 2751.143667 = -448821.580039
  nChanged 30
		SP:Iteration 19Q (44336.500000 sec): 3 clusters
  Score: Raw -451583.095454 + Penalty 2751.143667 = -448831.951787
  nChanged 26
		SP:Iteration 20F (44336.670000 sec): 3 clusters
  Score: Raw -451591.228868 + Penalty 2751.143667 = -448840.085201
  nChanged 27
		SP:Iteration 21Q (44336.890000 sec): 3 clusters
  Score: Raw -451599.891167 + Penalty 2751.143667 = -448848.747500
  nChanged 22
		SP:Iteration 22Q (44337.080000 sec): 3 clusters
  Score: Raw -451606.726795 + Penalty 2751.143667 = -448855.583128
  nChanged 23
		SP:Iteration 23Q (44337.280000 sec): 3 clusters
  Score: Raw -451614.845021 + Penalty 2751.143667 = -448863.701354
  nChanged 22
		SP:Iteration 24Q (44337.460000 sec): 3 clusters
  Score: Raw -451624.303714 + Penalty 2751.143667 = -448873.160047
  nChanged 33
		SP:Iteration 25Q (44337.670000 sec): 3 clusters
  Score: Raw -451638.838671 + Penalty 2751.143667 = -448887.695004
  nChanged 32
		SP:Iteration 26Q (44337.890000 sec): 3 clusters
  Score: Raw -451655.812762 + Penalty 2751.143667 = -448904.669095
  nChanged 42
		SP:Iteration 27Q (44338.090000 sec): 3 clusters
  Score: Raw -451671.467418 + Penalty 2751.143667 = -448920.323751
  nChanged 41
		SP:Iteration 28Q (44338.280000 sec): 3 clusters
  Score: Raw -451688.520122 + Penalty 2751.143667 = -448937.376455
  nChanged 48
		SP:Iteration 29Q (44338.520000 sec): 3 clusters
  Score: Raw -451706.791388 + Penalty 2751.143667 = -448955.647721
  nChanged 45
		SP:Iteration 30Q (44338.690000 sec): 3 clusters
  Score: Raw -451723.567966 + Penalty 2751.143667 = -448972.424299
  nChanged 40
		SP:Iteration 31Q (44338.870000 sec): 3 clusters
  Score: Raw -451743.262558 + Penalty 2751.143667 = -448992.118891
  nChanged 43
		SP:Iteration 32Q (44339.100000 sec): 3 clusters
  Score: Raw -451764.693904 + Penalty 2751.143667 = -449013.550237
  nChanged 43
		SP:Iteration 33Q (44339.280000 sec): 3 clusters
  Score: Raw -451784.354398 + Penalty 2751.143667 = -449033.210731
  nChanged 35
		SP:Iteration 34Q (44339.500000 sec): 3 clusters
  Score: Raw -451802.841673 + Penalty 2751.143667 = -449051.698005
  nChanged 37
		SP:Iteration 35Q (44339.670000 sec): 3 clusters
  Score: Raw -451816.776860 + Penalty 2751.143667 = -449065.633193
  nChanged 29
		SP:Iteration 36Q (44339.850000 sec): 3 clusters
  Score: Raw -451828.586117 + Penalty 2751.143667 = -449077.442450
  nChanged 32
		SP:Iteration 37Q (44340.040000 sec): 3 clusters
  Score: Raw -451841.237563 + Penalty 2751.143667 = -449090.093896
  nChanged 28
		SP:Iteration 38Q (44340.190000 sec): 3 clusters
  Score: Raw -451851.747861 + Penalty 2751.143667 = -449100.604194
  nChanged 20
		SP:Iteration 39Q (44340.380000 sec): 3 clusters
  Score: Raw -451858.675907 + Penalty 2751.143667 = -449107.532240
  nChanged 16
		SP:Iteration 40F (44340.550000 sec): 3 clusters
  Score: Raw -451863.747089 + Penalty 2751.143667 = -449112.603422
  nChanged 14
		SP:Iteration 41Q (44340.700000 sec): 3 clusters
  Score: Raw -451868.216134 + Penalty 2751.143667 = -449117.072467
  nChanged 13
		SP:Iteration 42Q (44340.900000 sec): 3 clusters
  Score: Raw -451872.672988 + Penalty 2751.143667 = -449121.529321
  nChanged 11
		SP:Iteration 43Q (44341.100000 sec): 3 clusters
  Score: Raw -451875.940142 + Penalty 2751.143667 = -449124.796475
  nChanged 7
		SP:Iteration 44Q (44341.270000 sec): 3 clusters
  Score: Raw -451878.846976 + Penalty 2751.143667 = -449127.703309
  nChanged 9
		SP:Iteration 45Q (44341.450000 sec): 3 clusters
  Score: Raw -451883.972072 + Penalty 2751.143667 = -449132.828405
  nChanged 12
		SP:Iteration 46Q (44341.650000 sec): 3 clusters
  Score: Raw -451888.261471 + Penalty 2751.143667 = -449137.117804
  nChanged 10
		SP:Iteration 47Q (44341.820000 sec): 3 clusters
  Score: Raw -451891.939685 + Penalty 2751.143667 = -449140.796018
  nChanged 12
		SP:Iteration 48Q (44341.990000 sec): 3 clusters
  Score: Raw -451895.261874 + Penalty 2751.143667 = -449144.118207
  nChanged 8
		SP:Iteration 49Q (44342.120000 sec): 3 clusters
  Score: Raw -451898.103298 + Penalty 2751.143667 = -449146.959631
  nChanged 5
		SP:Iteration 50Q (44342.360000 sec): 3 clusters
  Score: Raw -451900.024802 + Penalty 2751.143667 = -449148.881135
  nChanged 4
		SP:Iteration 51Q (44342.520000 sec): 3 clusters
  Score: Raw -451902.717576 + Penalty 2751.143667 = -449151.573909
  nChanged 3
		SP:Iteration 52Q (44342.680000 sec): 3 clusters
  Score: Raw -451903.734085 + Penalty 2751.143667 = -449152.590418
  nChanged 6
		SP:Iteration 53Q (44342.870000 sec): 3 clusters
  Score: Raw -451905.310540 + Penalty 2751.143667 = -449154.166873
  nChanged 3
		SP:Iteration 54Q (44343.020000 sec): 3 clusters
  Score: Raw -451906.446453 + Penalty 2751.143667 = -449155.302786
  nChanged 3
		SP:Iteration 55Q (44343.170000 sec): 3 clusters
  Score: Raw -451906.988682 + Penalty 2751.143667 = -449155.845015
  nChanged 4
		SP:Iteration 56Q (44343.360000 sec): 3 clusters
  Score: Raw -451907.693352 + Penalty 2751.143667 = -449156.549685
  nChanged 3
		SP:Iteration 57Q (44343.560000 sec): 3 clusters
  Score: Raw -451908.321465 + Penalty 2751.143667 = -449157.177798
  nChanged 2
		SP:Iteration 58Q (44343.780000 sec): 3 clusters
  Score: Raw -451909.005421 + Penalty 2751.143667 = -449157.861754
  nChanged 1
		SP:Iteration 59Q (44343.960000 sec): 3 clusters
  Score: Raw -451909.221829 + Penalty 2751.143667 = -449158.078162
  nChanged 1
		SP:Iteration 60F (44344.150000 sec): 3 clusters
  Score: Raw -451909.467577 + Penalty 2751.143667 = -449158.323910
  nChanged 2
		SP:Iteration 61Q (44344.350000 sec): 3 clusters
  Score: Raw -451910.063282 + Penalty 2751.143667 = -449158.919615
  nChanged 2
		SP:Iteration 62Q (44344.510000 sec): 3 clusters
  Score: Raw -451910.496103 + Penalty 2751.143667 = -449159.352436
  nChanged 1
		SP:Iteration 63Q (44344.690000 sec): 3 clusters
  Score: Raw -451910.661823 + Penalty 2751.143667 = -449159.518156
  nChanged 0
		SP:Iteration 64F (44344.850000 sec): 3 clusters
  Score: Raw -451910.661823 + Penalty 2751.143667 = -449159.518156
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44344.950000 sec): 2 clusters
  Score: Raw -553762.937996 + Penalty 1390.542211 = -552372.395785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44345.170000 sec): 3 clusters
  Score: Raw -551013.991667 + Penalty 2781.084423 = -548232.907245
  nChanged 2104
		SP:Iteration 1F (44345.310000 sec): 3 clusters
  Score: Raw -552195.688788 + Penalty 2781.084423 = -549414.604365
  nChanged 379
		SP:Iteration 2F (44345.530000 sec): 3 clusters
  Score: Raw -552384.245088 + Penalty 2781.084423 = -549603.160665
  nChanged 266
		SP:Iteration 3F (44345.700000 sec): 3 clusters
  Score: Raw -552517.463219 + Penalty 2781.084423 = -549736.378796
  nChanged 202
		SP:Iteration 4Q (44345.870000 sec): 3 clusters
  Score: Raw -552595.004599 + Penalty 2781.084423 = -549813.920176
  nChanged 135
		SP:Iteration 5Q (44346.050000 sec): 3 clusters
  Score: Raw -552635.640031 + Penalty 2781.084423 = -549854.555608
  nChanged 95
		SP:Iteration 6Q (44346.240000 sec): 3 clusters
  Score: Raw -552661.136010 + Penalty 2781.084423 = -549880.051587
  nChanged 73
		SP:Iteration 7Q (44346.450000 sec): 3 clusters
  Score: Raw -552683.271442 + Penalty 2781.084423 = -549902.187019
  nChanged 69
		SP:Iteration 8Q (44346.630000 sec): 3 clusters
  Score: Raw -552705.656261 + Penalty 2781.084423 = -549924.571839
  nChanged 76
		SP:Iteration 9Q (44346.800000 sec): 3 clusters
  Score: Raw -552727.015577 + Penalty 2781.084423 = -549945.931154
  nChanged 75
		SP:Iteration 10Q (44346.980000 sec): 3 clusters
  Score: Raw -552748.675224 + Penalty 2781.084423 = -549967.590801
  nChanged 71
		SP:Iteration 11Q (44347.150000 sec): 3 clusters
  Score: Raw -552769.160718 + Penalty 2781.084423 = -549988.076295
  nChanged 66
		SP:Iteration 12Q (44347.340000 sec): 3 clusters
  Score: Raw -552788.308015 + Penalty 2781.084423 = -550007.223592
  nChanged 56
		SP:Iteration 13Q (44347.520000 sec): 3 clusters
  Score: Raw -552802.493962 + Penalty 2781.084423 = -550021.409539
  nChanged 54
		SP:Iteration 14Q (44347.730000 sec): 3 clusters
  Score: Raw -552815.589608 + Penalty 2781.084423 = -550034.505185
  nChanged 47
		SP:Iteration 15Q (44347.880000 sec): 3 clusters
  Score: Raw -552823.618580 + Penalty 2781.084423 = -550042.534157
  nChanged 42
		SP:Iteration 16Q (44348.070000 sec): 3 clusters
  Score: Raw -552834.451727 + Penalty 2781.084423 = -550053.367304
  nChanged 50
		SP:Iteration 17Q (44348.200000 sec): 3 clusters
  Score: Raw -552848.286989 + Penalty 2781.084423 = -550067.202566
  nChanged 52
		SP:Iteration 18Q (44348.400000 sec): 3 clusters
  Score: Raw -552862.747023 + Penalty 2781.084423 = -550081.662600
  nChanged 64
		SP:Iteration 19Q (44348.610000 sec): 3 clusters
  Score: Raw -552881.583906 + Penalty 2781.084423 = -550100.499483
  nChanged 77
		SP:Iteration 20F (44348.820000 sec): 3 clusters
  Score: Raw -552905.475538 + Penalty 2781.084423 = -550124.391115
  nChanged 79
		SP:Iteration 21Q (44349.010000 sec): 3 clusters
  Score: Raw -552935.650472 + Penalty 2781.084423 = -550154.566049
  nChanged 89
		SP:Iteration 22Q (44349.230000 sec): 3 clusters
  Score: Raw -552975.720951 + Penalty 2781.084423 = -550194.636528
  nChanged 102
		SP:Iteration 23Q (44349.360000 sec): 3 clusters
  Score: Raw -553020.309302 + Penalty 2781.084423 = -550239.224879
  nChanged 118
		SP:Iteration 24Q (44349.560000 sec): 3 clusters
  Score: Raw -553081.430787 + Penalty 2781.084423 = -550300.346364
  nChanged 148
		SP:Iteration 25Q (44349.780000 sec): 3 clusters
  Score: Raw -553164.952737 + Penalty 2781.084423 = -550383.868314
  nChanged 150
		SP:Iteration 26Q (44349.950000 sec): 3 clusters
  Score: Raw -553257.476710 + Penalty 2781.084423 = -550476.392288
  nChanged 150
		SP:Iteration 27Q (44350.160000 sec): 3 clusters
  Score: Raw -553349.182831 + Penalty 2781.084423 = -550568.098408
  nChanged 126
		SP:Iteration 28Q (44350.340000 sec): 3 clusters
  Score: Raw -553431.082570 + Penalty 2781.084423 = -550649.998147
  nChanged 117
		SP:Iteration 29Q (44350.530000 sec): 3 clusters
  Score: Raw -553510.396228 + Penalty 2781.084423 = -550729.311805
  nChanged 106
		SP:Iteration 30Q (44350.710000 sec): 3 clusters
  Score: Raw -553584.692361 + Penalty 2781.084423 = -550803.607938
  nChanged 89
		SP:Iteration 31Q (44350.920000 sec): 3 clusters
  Score: Raw -553649.096721 + Penalty 2781.084423 = -550868.012298
  nChanged 68
		SP:Iteration 32Q (44351.110000 sec): 3 clusters
  Score: Raw -553700.500572 + Penalty 2781.084423 = -550919.416149
  nChanged 68
		SP:Iteration 33Q (44351.340000 sec): 3 clusters
  Score: Raw -553754.453006 + Penalty 2781.084423 = -550973.368583
  nChanged 48
		SP:Iteration 34Q (44351.460000 sec): 3 clusters
  Score: Raw -553791.087054 + Penalty 2781.084423 = -551010.002631
  nChanged 36
		SP:Iteration 35Q (44351.660000 sec): 3 clusters
  Score: Raw -553817.867313 + Penalty 2781.084423 = -551036.782891
  nChanged 27
		SP:Iteration 36Q (44351.900000 sec): 3 clusters
  Score: Raw -553840.741359 + Penalty 2781.084423 = -551059.656936
  nChanged 21
		SP:Iteration 37Q (44352.100000 sec): 3 clusters
  Score: Raw -553857.807393 + Penalty 2781.084423 = -551076.722970
  nChanged 17
		SP:Iteration 38Q (44352.210000 sec): 3 clusters
  Score: Raw -553875.148326 + Penalty 2781.084423 = -551094.063903
  nChanged 18
		SP:Iteration 39Q (44352.410000 sec): 3 clusters
  Score: Raw -553893.164431 + Penalty 2781.084423 = -551112.080008
  nChanged 19
		SP:Iteration 40F (44352.610000 sec): 3 clusters
  Score: Raw -553911.392560 + Penalty 2781.084423 = -551130.308137
  nChanged 11
		SP:Iteration 41Q (44352.810000 sec): 3 clusters
  Score: Raw -553919.936412 + Penalty 2781.084423 = -551138.851989
  nChanged 11
		SP:Iteration 42Q (44353.050000 sec): 3 clusters
  Score: Raw -553928.604999 + Penalty 2781.084423 = -551147.520576
  nChanged 4
		SP:Iteration 43Q (44353.220000 sec): 3 clusters
  Score: Raw -553935.418565 + Penalty 2781.084423 = -551154.334142
  nChanged 8
		SP:Iteration 44Q (44353.460000 sec): 3 clusters
  Score: Raw -553943.525515 + Penalty 2781.084423 = -551162.441093
  nChanged 4
		SP:Iteration 45Q (44353.630000 sec): 3 clusters
  Score: Raw -553948.899563 + Penalty 2781.084423 = -551167.815140
  nChanged 5
		SP:Iteration 46Q (44353.730000 sec): 3 clusters
  Score: Raw -553953.506879 + Penalty 2781.084423 = -551172.422457
  nChanged 4
		SP:Iteration 47Q (44353.910000 sec): 3 clusters
  Score: Raw -553956.822783 + Penalty 2781.084423 = -551175.738360
  nChanged 2
		SP:Iteration 48Q (44354.100000 sec): 3 clusters
  Score: Raw -553958.458867 + Penalty 2781.084423 = -551177.374445
  nChanged 0
		SP:Iteration 49F (44354.330000 sec): 3 clusters
  Score: Raw -553958.458867 + Penalty 2781.084423 = -551177.374445
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (4511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44354.480000 sec): 2 clusters
  Score: Raw -427585.362792 + Penalty 1367.319547 = -426218.043245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44354.650000 sec): 3 clusters
  Score: Raw -425311.617405 + Penalty 2734.639095 = -422576.978311
  nChanged 1796
		SP:Iteration 1F (44354.830000 sec): 3 clusters
  Score: Raw -426348.487987 + Penalty 2734.639095 = -423613.848892
  nChanged 361
		SP:Iteration 2F (44355.060000 sec): 3 clusters
  Score: Raw -426581.701051 + Penalty 2734.639095 = -423847.061957
  nChanged 272
		SP:Iteration 3F (44355.200000 sec): 3 clusters
  Score: Raw -426776.924719 + Penalty 2734.639095 = -424042.285624
  nChanged 259
		SP:Iteration 4F (44355.360000 sec): 3 clusters
  Score: Raw -426974.502875 + Penalty 2734.639095 = -424239.863781
  nChanged 255
		SP:Iteration 5F (44355.470000 sec): 3 clusters
  Score: Raw -427172.978526 + Penalty 2734.639095 = -424438.339431
  nChanged 226
		SP:Iteration 6F (44355.600000 sec): 3 clusters
  Score: Raw -427344.941143 + Penalty 2734.639095 = -424610.302048
  nChanged 193
		SP:Iteration 7Q (44355.730000 sec): 3 clusters
  Score: Raw -427484.502356 + Penalty 2734.639095 = -424749.863261
  nChanged 182
		SP:Iteration 8Q (44355.900000 sec): 3 clusters
  Score: Raw -427617.452835 + Penalty 2734.639095 = -424882.813740
  nChanged 157
		SP:Iteration 9Q (44356.060000 sec): 3 clusters
  Score: Raw -427747.719925 + Penalty 2734.639095 = -425013.080830
  nChanged 143
		SP:Iteration 10Q (44356.190000 sec): 3 clusters
  Score: Raw -427852.165653 + Penalty 2734.639095 = -425117.526558
  nChanged 130
		SP:Iteration 11Q (44356.370000 sec): 3 clusters
  Score: Raw -427935.885586 + Penalty 2734.639095 = -425201.246491
  nChanged 112
		SP:Iteration 12Q (44356.500000 sec): 3 clusters
  Score: Raw -427995.788971 + Penalty 2734.639095 = -425261.149877
  nChanged 76
		SP:Iteration 13Q (44356.750000 sec): 3 clusters
  Score: Raw -428035.125582 + Penalty 2734.639095 = -425300.486487
  nChanged 59
		SP:Iteration 14Q (44356.930000 sec): 3 clusters
  Score: Raw -428060.602534 + Penalty 2734.639095 = -425325.963439
  nChanged 40
		SP:Iteration 15Q (44357.090000 sec): 3 clusters
  Score: Raw -428075.700167 + Penalty 2734.639095 = -425341.061072
  nChanged 36
		SP:Iteration 16Q (44357.320000 sec): 3 clusters
  Score: Raw -428088.325674 + Penalty 2734.639095 = -425353.686579
  nChanged 15
		SP:Iteration 17Q (44357.520000 sec): 3 clusters
  Score: Raw -428092.403454 + Penalty 2734.639095 = -425357.764359
  nChanged 21
		SP:Iteration 18Q (44357.680000 sec): 3 clusters
  Score: Raw -428097.179027 + Penalty 2734.639095 = -425362.539932
  nChanged 11
		SP:Iteration 19Q (44357.900000 sec): 3 clusters
  Score: Raw -428099.719455 + Penalty 2734.639095 = -425365.080360
  nChanged 12
		SP:Iteration 20F (44358.130000 sec): 3 clusters
  Score: Raw -428102.583123 + Penalty 2734.639095 = -425367.944028
  nChanged 10
		SP:Iteration 21Q (44358.340000 sec): 3 clusters
  Score: Raw -428104.574738 + Penalty 2734.639095 = -425369.935643
  nChanged 9
		SP:Iteration 22Q (44358.560000 sec): 3 clusters
  Score: Raw -428106.314660 + Penalty 2734.639095 = -425371.675566
  nChanged 10
		SP:Iteration 23Q (44358.720000 sec): 3 clusters
  Score: Raw -428109.306679 + Penalty 2734.639095 = -425374.667584
  nChanged 12
		SP:Iteration 24Q (44358.950000 sec): 3 clusters
  Score: Raw -428112.007233 + Penalty 2734.639095 = -425377.368138
  nChanged 6
		SP:Iteration 25Q (44359.140000 sec): 3 clusters
  Score: Raw -428113.402692 + Penalty 2734.639095 = -425378.763598
  nChanged 4
		SP:Iteration 26Q (44359.280000 sec): 3 clusters
  Score: Raw -428114.553531 + Penalty 2734.639095 = -425379.914436
  nChanged 6
		SP:Iteration 27Q (44359.480000 sec): 3 clusters
  Score: Raw -428115.367718 + Penalty 2734.639095 = -425380.728623
  nChanged 4
		SP:Iteration 28Q (44359.720000 sec): 3 clusters
  Score: Raw -428116.162730 + Penalty 2734.639095 = -425381.523636
  nChanged 2
		SP:Iteration 29Q (44359.890000 sec): 3 clusters
  Score: Raw -428116.559260 + Penalty 2734.639095 = -425381.920166
  nChanged 2
		SP:Iteration 30Q (44360.070000 sec): 3 clusters
  Score: Raw -428116.822468 + Penalty 2734.639095 = -425382.183374
  nChanged 1
		SP:Iteration 31Q (44360.250000 sec): 3 clusters
  Score: Raw -428117.124345 + Penalty 2734.639095 = -425382.485250
  nChanged 1
		SP:Iteration 32Q (44360.470000 sec): 3 clusters
  Score: Raw -428117.465425 + Penalty 2734.639095 = -425382.826330
  nChanged 2
		SP:Iteration 33Q (44360.620000 sec): 3 clusters
  Score: Raw -428117.795201 + Penalty 2734.639095 = -425383.156106
  nChanged 4
		SP:Iteration 34Q (44360.850000 sec): 3 clusters
  Score: Raw -428118.665598 + Penalty 2734.639095 = -425384.026503
  nChanged 3
		SP:Iteration 35Q (44361.010000 sec): 3 clusters
  Score: Raw -428119.492408 + Penalty 2734.639095 = -425384.853314
  nChanged 6
		SP:Iteration 36Q (44361.210000 sec): 3 clusters
  Score: Raw -428120.387463 + Penalty 2734.639095 = -425385.748369
  nChanged 1
		SP:Iteration 37Q (44361.400000 sec): 3 clusters
  Score: Raw -428120.699873 + Penalty 2734.639095 = -425386.060779
  nChanged 1
		SP:Iteration 38Q (44361.660000 sec): 3 clusters
  Score: Raw -428120.975205 + Penalty 2734.639095 = -425386.336110
  nChanged 1
		SP:Iteration 39Q (44361.830000 sec): 3 clusters
  Score: Raw -428121.064125 + Penalty 2734.639095 = -425386.425030
  nChanged 0
		SP:Iteration 40F (44362.010000 sec): 3 clusters
  Score: Raw -428121.064125 + Penalty 2734.639095 = -425386.425030
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44362.110000 sec): 2 clusters
  Score: Raw -233674.229729 + Penalty 1267.126581 = -232407.103148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44362.310000 sec): 3 clusters
  Score: Raw -232572.648791 + Penalty 2534.253162 = -230038.395629
  nChanged 906
		SP:Iteration 1F (44362.490000 sec): 3 clusters
  Score: Raw -233131.487704 + Penalty 2534.253162 = -230597.234543
  nChanged 184
		SP:Iteration 2F (44362.660000 sec): 3 clusters
  Score: Raw -233270.601499 + Penalty 2534.253162 = -230736.348337
  nChanged 140
		SP:Iteration 3F (44362.800000 sec): 3 clusters
  Score: Raw -233383.577849 + Penalty 2534.253162 = -230849.324688
  nChanged 113
		SP:Iteration 4Q (44363.030000 sec): 3 clusters
  Score: Raw -233469.817889 + Penalty 2534.253162 = -230935.564727
  nChanged 99
		SP:Iteration 5Q (44363.200000 sec): 3 clusters
  Score: Raw -233545.509229 + Penalty 2534.253162 = -231011.256068
  nChanged 82
		SP:Iteration 6Q (44363.400000 sec): 3 clusters
  Score: Raw -233601.200762 + Penalty 2534.253162 = -231066.947600
  nChanged 64
		SP:Iteration 7Q (44363.580000 sec): 3 clusters
  Score: Raw -233661.738576 + Penalty 2534.253162 = -231127.485414
  nChanged 69
		SP:Iteration 8Q (44363.760000 sec): 3 clusters
  Score: Raw -233703.208482 + Penalty 2534.253162 = -231168.955320
  nChanged 42
		SP:Iteration 9Q (44363.930000 sec): 3 clusters
  Score: Raw -233726.988465 + Penalty 2534.253162 = -231192.735303
  nChanged 33
		SP:Iteration 10Q (44364.080000 sec): 3 clusters
  Score: Raw -233750.137437 + Penalty 2534.253162 = -231215.884276
  nChanged 44
		SP:Iteration 11Q (44364.310000 sec): 3 clusters
  Score: Raw -233782.325652 + Penalty 2534.253162 = -231248.072491
  nChanged 41
		SP:Iteration 12Q (44364.470000 sec): 3 clusters
  Score: Raw -233818.983928 + Penalty 2534.253162 = -231284.730767
  nChanged 48
		SP:Iteration 13Q (44364.630000 sec): 3 clusters
  Score: Raw -233855.603256 + Penalty 2534.253162 = -231321.350095
  nChanged 43
		SP:Iteration 14Q (44364.810000 sec): 3 clusters
  Score: Raw -233886.011625 + Penalty 2534.253162 = -231351.758464
  nChanged 39
		SP:Iteration 15Q (44364.960000 sec): 3 clusters
  Score: Raw -233910.863551 + Penalty 2534.253162 = -231376.610389
  nChanged 28
		SP:Iteration 16Q (44365.150000 sec): 3 clusters
  Score: Raw -233931.702803 + Penalty 2534.253162 = -231397.449642
  nChanged 27
		SP:Iteration 17Q (44365.330000 sec): 3 clusters
  Score: Raw -233948.973396 + Penalty 2534.253162 = -231414.720234
  nChanged 18
		SP:Iteration 18Q (44365.500000 sec): 3 clusters
  Score: Raw -233956.771077 + Penalty 2534.253162 = -231422.517915
  nChanged 15
		SP:Iteration 19Q (44365.670000 sec): 3 clusters
  Score: Raw -233966.532923 + Penalty 2534.253162 = -231432.279761
  nChanged 24
		SP:Iteration 20F (44365.880000 sec): 3 clusters
  Score: Raw -233979.575680 + Penalty 2534.253162 = -231445.322519
  nChanged 8
		SP:Iteration 21Q (44366.040000 sec): 3 clusters
  Score: Raw -233983.164274 + Penalty 2534.253162 = -231448.911113
  nChanged 7
		SP:Iteration 22Q (44366.250000 sec): 3 clusters
  Score: Raw -233987.668622 + Penalty 2534.253162 = -231453.415460
  nChanged 11
		SP:Iteration 23Q (44366.400000 sec): 3 clusters
  Score: Raw -233995.520666 + Penalty 2534.253162 = -231461.267504
  nChanged 12
		SP:Iteration 24Q (44366.600000 sec): 3 clusters
  Score: Raw -234005.295728 + Penalty 2534.253162 = -231471.042567
  nChanged 12
		SP:Iteration 25Q (44366.740000 sec): 3 clusters
  Score: Raw -234012.941341 + Penalty 2534.253162 = -231478.688179
  nChanged 12
		SP:Iteration 26Q (44366.880000 sec): 3 clusters
  Score: Raw -234019.678717 + Penalty 2534.253162 = -231485.425556
  nChanged 13
		SP:Iteration 27Q (44367.050000 sec): 3 clusters
  Score: Raw -234027.286296 + Penalty 2534.253162 = -231493.033135
  nChanged 20
		SP:Iteration 28Q (44367.150000 sec): 3 clusters
  Score: Raw -234037.607326 + Penalty 2534.253162 = -231503.354165
  nChanged 17
		SP:Iteration 29Q (44367.300000 sec): 3 clusters
  Score: Raw -234047.814333 + Penalty 2534.253162 = -231513.561172
  nChanged 23
		SP:Iteration 30Q (44367.440000 sec): 3 clusters
  Score: Raw -234061.236434 + Penalty 2534.253162 = -231526.983272
  nChanged 14
		SP:Iteration 31Q (44367.590000 sec): 3 clusters
  Score: Raw -234069.089277 + Penalty 2534.253162 = -231534.836116
  nChanged 12
		SP:Iteration 32Q (44367.690000 sec): 3 clusters
  Score: Raw -234076.122792 + Penalty 2534.253162 = -231541.869631
  nChanged 12
		SP:Iteration 33Q (44367.850000 sec): 3 clusters
  Score: Raw -234084.867500 + Penalty 2534.253162 = -231550.614339
  nChanged 15
		SP:Iteration 34Q (44368.040000 sec): 3 clusters
  Score: Raw -234095.536882 + Penalty 2534.253162 = -231561.283721
  nChanged 14
		SP:Iteration 35Q (44368.190000 sec): 3 clusters
  Score: Raw -234104.785348 + Penalty 2534.253162 = -231570.532186
  nChanged 9
		SP:Iteration 36Q (44368.360000 sec): 3 clusters
  Score: Raw -234110.455960 + Penalty 2534.253162 = -231576.202799
  nChanged 6
		SP:Iteration 37Q (44368.510000 sec): 3 clusters
  Score: Raw -234115.517680 + Penalty 2534.253162 = -231581.264519
  nChanged 9
		SP:Iteration 38Q (44368.650000 sec): 3 clusters
  Score: Raw -234121.244361 + Penalty 2534.253162 = -231586.991200
  nChanged 9
		SP:Iteration 39Q (44368.790000 sec): 3 clusters
  Score: Raw -234128.948608 + Penalty 2534.253162 = -231594.695447
  nChanged 15
		SP:Iteration 40F (44368.890000 sec): 3 clusters
  Score: Raw -234142.783917 + Penalty 2534.253162 = -231608.530755
  nChanged 18
		SP:Iteration 41Q (44369.090000 sec): 3 clusters
  Score: Raw -234159.125411 + Penalty 2534.253162 = -231624.872249
  nChanged 21
		SP:Iteration 42Q (44369.260000 sec): 3 clusters
  Score: Raw -234175.691213 + Penalty 2534.253162 = -231641.438051
  nChanged 18
		SP:Iteration 43Q (44369.450000 sec): 3 clusters
  Score: Raw -234195.360761 + Penalty 2534.253162 = -231661.107599
  nChanged 19
		SP:Iteration 44Q (44369.630000 sec): 3 clusters
  Score: Raw -234217.802703 + Penalty 2534.253162 = -231683.549541
  nChanged 21
		SP:Iteration 45Q (44369.810000 sec): 3 clusters
  Score: Raw -234235.523580 + Penalty 2534.253162 = -231701.270419
  nChanged 14
		SP:Iteration 46Q (44369.950000 sec): 3 clusters
  Score: Raw -234243.170301 + Penalty 2534.253162 = -231708.917139
  nChanged 5
		SP:Iteration 47Q (44370.140000 sec): 3 clusters
  Score: Raw -234245.273682 + Penalty 2534.253162 = -231711.020521
  nChanged 4
		SP:Iteration 48Q (44370.340000 sec): 3 clusters
  Score: Raw -234249.334668 + Penalty 2534.253162 = -231715.081507
  nChanged 3
		SP:Iteration 49Q (44370.480000 sec): 3 clusters
  Score: Raw -234251.571872 + Penalty 2534.253162 = -231717.318711
  nChanged 3
		SP:Iteration 50Q (44370.650000 sec): 3 clusters
  Score: Raw -234253.252706 + Penalty 2534.253162 = -231718.999544
  nChanged 4
		SP:Iteration 51Q (44370.870000 sec): 3 clusters
  Score: Raw -234255.793425 + Penalty 2534.253162 = -231721.540263
  nChanged 1
		SP:Iteration 52Q (44371.120000 sec): 3 clusters
  Score: Raw -234256.302219 + Penalty 2534.253162 = -231722.049058
  nChanged 2
		SP:Iteration 53Q (44371.330000 sec): 3 clusters
  Score: Raw -234257.692165 + Penalty 2534.253162 = -231723.439003
  nChanged 2
		SP:Iteration 54Q (44371.570000 sec): 3 clusters
  Score: Raw -234258.806743 + Penalty 2534.253162 = -231724.553582
  nChanged 0
		SP:Iteration 55F (44371.720000 sec): 3 clusters
  Score: Raw -234258.806743 + Penalty 2534.253162 = -231724.553582
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44371.850000 sec): 2 clusters
  Score: Raw -700434.630374 + Penalty 1445.717799 = -698988.912575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44372.010000 sec): 3 clusters
  Score: Raw -696444.162755 + Penalty 2891.435598 = -693552.727156
  nChanged 3034
		SP:Iteration 1F (44372.220000 sec): 3 clusters
  Score: Raw -698112.461330 + Penalty 2891.435598 = -695221.025732
  nChanged 526
		SP:Iteration 2F (44372.420000 sec): 3 clusters
  Score: Raw -698416.203027 + Penalty 2891.435598 = -695524.767429
  nChanged 472
		SP:Iteration 3F (44372.650000 sec): 3 clusters
  Score: Raw -698638.291416 + Penalty 2891.435598 = -695746.855817
  nChanged 359
		SP:Iteration 4Q (44372.850000 sec): 3 clusters
  Score: Raw -698817.490838 + Penalty 2891.435598 = -695926.055240
  nChanged 306
		SP:Iteration 5Q (44373.030000 sec): 3 clusters
  Score: Raw -698964.563594 + Penalty 2891.435598 = -696073.127996
  nChanged 271
		SP:Iteration 6Q (44373.210000 sec): 3 clusters
  Score: Raw -699091.125329 + Penalty 2891.435598 = -696199.689730
  nChanged 236
		SP:Iteration 7Q (44373.430000 sec): 3 clusters
  Score: Raw -699202.947220 + Penalty 2891.435598 = -696311.511622
  nChanged 213
		SP:Iteration 8Q (44373.630000 sec): 3 clusters
  Score: Raw -699295.018415 + Penalty 2891.435598 = -696403.582816
  nChanged 201
		SP:Iteration 9Q (44373.820000 sec): 3 clusters
  Score: Raw -699383.082328 + Penalty 2891.435598 = -696491.646730
  nChanged 183
		SP:Iteration 10Q (44374.080000 sec): 3 clusters
  Score: Raw -699475.538441 + Penalty 2891.435598 = -696584.102843
  nChanged 192
		SP:Iteration 11Q (44374.290000 sec): 3 clusters
  Score: Raw -699574.267581 + Penalty 2891.435598 = -696682.831983
  nChanged 183
		SP:Iteration 12Q (44374.480000 sec): 3 clusters
  Score: Raw -699669.066241 + Penalty 2891.435598 = -696777.630643
  nChanged 193
		SP:Iteration 13Q (44374.720000 sec): 3 clusters
  Score: Raw -699764.208716 + Penalty 2891.435598 = -696872.773118
  nChanged 175
		SP:Iteration 14Q (44374.910000 sec): 3 clusters
  Score: Raw -699861.596552 + Penalty 2891.435598 = -696970.160954
  nChanged 194
		SP:Iteration 15Q (44375.140000 sec): 3 clusters
  Score: Raw -699965.428108 + Penalty 2891.435598 = -697073.992510
  nChanged 156
		SP:Iteration 16Q (44375.360000 sec): 3 clusters
  Score: Raw -700043.002861 + Penalty 2891.435598 = -697151.567263
  nChanged 143
		SP:Iteration 17Q (44375.580000 sec): 3 clusters
  Score: Raw -700104.698638 + Penalty 2891.435598 = -697213.263040
  nChanged 114
		SP:Iteration 18Q (44375.830000 sec): 3 clusters
  Score: Raw -700153.461071 + Penalty 2891.435598 = -697262.025473
  nChanged 98
		SP:Iteration 19Q (44376.080000 sec): 3 clusters
  Score: Raw -700200.166149 + Penalty 2891.435598 = -697308.730550
  nChanged 84
		SP:Iteration 20F (44376.270000 sec): 3 clusters
  Score: Raw -700240.396167 + Penalty 2891.435598 = -697348.960569
  nChanged 83
		SP:Iteration 21Q (44376.490000 sec): 3 clusters
  Score: Raw -700274.153374 + Penalty 2891.435598 = -697382.717776
  nChanged 74
		SP:Iteration 22Q (44376.730000 sec): 3 clusters
  Score: Raw -700299.832901 + Penalty 2891.435598 = -697408.397303
  nChanged 55
		SP:Iteration 23Q (44376.910000 sec): 3 clusters
  Score: Raw -700315.764871 + Penalty 2891.435598 = -697424.329273
  nChanged 38
		SP:Iteration 24Q (44377.140000 sec): 3 clusters
  Score: Raw -700324.302369 + Penalty 2891.435598 = -697432.866771
  nChanged 24
		SP:Iteration 25Q (44377.350000 sec): 3 clusters
  Score: Raw -700331.877164 + Penalty 2891.435598 = -697440.441566
  nChanged 23
		SP:Iteration 26Q (44377.540000 sec): 3 clusters
  Score: Raw -700340.755387 + Penalty 2891.435598 = -697449.319788
  nChanged 23
		SP:Iteration 27Q (44377.760000 sec): 3 clusters
  Score: Raw -700347.885468 + Penalty 2891.435598 = -697456.449869
  nChanged 30
		SP:Iteration 28Q (44377.970000 sec): 3 clusters
  Score: Raw -700357.806411 + Penalty 2891.435598 = -697466.370812
  nChanged 24
		SP:Iteration 29Q (44378.160000 sec): 3 clusters
  Score: Raw -700364.948297 + Penalty 2891.435598 = -697473.512699
  nChanged 33
		SP:Iteration 30Q (44378.360000 sec): 3 clusters
  Score: Raw -700374.380156 + Penalty 2891.435598 = -697482.944558
  nChanged 31
		SP:Iteration 31Q (44378.620000 sec): 3 clusters
  Score: Raw -700382.924679 + Penalty 2891.435598 = -697491.489081
  nChanged 27
		SP:Iteration 32Q (44378.800000 sec): 3 clusters
  Score: Raw -700389.405877 + Penalty 2891.435598 = -697497.970279
  nChanged 20
		SP:Iteration 33Q (44378.980000 sec): 3 clusters
  Score: Raw -700394.135857 + Penalty 2891.435598 = -697502.700258
  nChanged 26
		SP:Iteration 34Q (44379.170000 sec): 3 clusters
  Score: Raw -700400.406980 + Penalty 2891.435598 = -697508.971382
  nChanged 19
		SP:Iteration 35Q (44379.420000 sec): 3 clusters
  Score: Raw -700406.136410 + Penalty 2891.435598 = -697514.700812
  nChanged 18
		SP:Iteration 36Q (44379.620000 sec): 3 clusters
  Score: Raw -700411.461165 + Penalty 2891.435598 = -697520.025567
  nChanged 16
		SP:Iteration 37Q (44379.870000 sec): 3 clusters
  Score: Raw -700415.063124 + Penalty 2891.435598 = -697523.627526
  nChanged 10
		SP:Iteration 38Q (44380.080000 sec): 3 clusters
  Score: Raw -700417.023731 + Penalty 2891.435598 = -697525.588133
  nChanged 7
		SP:Iteration 39Q (44380.310000 sec): 3 clusters
  Score: Raw -700418.627303 + Penalty 2891.435598 = -697527.191705
  nChanged 14
		SP:Iteration 40F (44380.560000 sec): 3 clusters
  Score: Raw -700421.406887 + Penalty 2891.435598 = -697529.971288
  nChanged 16
		SP:Iteration 41Q (44380.760000 sec): 3 clusters
  Score: Raw -700425.883175 + Penalty 2891.435598 = -697534.447577
  nChanged 19
		SP:Iteration 42Q (44380.980000 sec): 3 clusters
  Score: Raw -700432.781840 + Penalty 2891.435598 = -697541.346242
  nChanged 27
		SP:Iteration 43Q (44381.210000 sec): 3 clusters
  Score: Raw -700442.701606 + Penalty 2891.435598 = -697551.266008
  nChanged 29
		SP:Iteration 44Q (44381.410000 sec): 3 clusters
  Score: Raw -700453.127426 + Penalty 2891.435598 = -697561.691828
  nChanged 36
		SP:Iteration 45Q (44381.580000 sec): 3 clusters
  Score: Raw -700465.403001 + Penalty 2891.435598 = -697573.967403
  nChanged 34
		SP:Iteration 46Q (44381.800000 sec): 3 clusters
  Score: Raw -700475.296628 + Penalty 2891.435598 = -697583.861030
  nChanged 26
		SP:Iteration 47Q (44382.000000 sec): 3 clusters
  Score: Raw -700482.109040 + Penalty 2891.435598 = -697590.673441
  nChanged 28
		SP:Iteration 48Q (44382.200000 sec): 3 clusters
  Score: Raw -700490.220281 + Penalty 2891.435598 = -697598.784682
  nChanged 25
		SP:Iteration 49Q (44382.420000 sec): 3 clusters
  Score: Raw -700497.413068 + Penalty 2891.435598 = -697605.977470
  nChanged 24
		SP:Iteration 50Q (44382.620000 sec): 3 clusters
  Score: Raw -700504.275489 + Penalty 2891.435598 = -697612.839891
  nChanged 18
		SP:Iteration 51Q (44382.840000 sec): 3 clusters
  Score: Raw -700511.304556 + Penalty 2891.435598 = -697619.868958
  nChanged 23
		SP:Iteration 52Q (44383.000000 sec): 3 clusters
  Score: Raw -700518.855976 + Penalty 2891.435598 = -697627.420378
  nChanged 35
		SP:Iteration 53Q (44383.190000 sec): 3 clusters
  Score: Raw -700532.119251 + Penalty 2891.435598 = -697640.683653
  nChanged 31
		SP:Iteration 54Q (44383.360000 sec): 3 clusters
  Score: Raw -700543.648759 + Penalty 2891.435598 = -697652.213161
  nChanged 28
		SP:Iteration 55Q (44383.560000 sec): 3 clusters
  Score: Raw -700554.843304 + Penalty 2891.435598 = -697663.407706
  nChanged 32
		SP:Iteration 56Q (44383.800000 sec): 3 clusters
  Score: Raw -700573.549253 + Penalty 2891.435598 = -697682.113655
  nChanged 40
		SP:Iteration 57Q (44384.060000 sec): 3 clusters
  Score: Raw -700589.125182 + Penalty 2891.435598 = -697697.689584
  nChanged 35
		SP:Iteration 58Q (44384.310000 sec): 3 clusters
  Score: Raw -700601.183964 + Penalty 2891.435598 = -697709.748365
  nChanged 41
		SP:Iteration 59Q (44384.610000 sec): 3 clusters
  Score: Raw -700617.760740 + Penalty 2891.435598 = -697726.325142
  nChanged 34
		SP:Iteration 60F (44384.800000 sec): 3 clusters
  Score: Raw -700629.923838 + Penalty 2891.435598 = -697738.488239
  nChanged 28
		SP:Iteration 61Q (44385.000000 sec): 3 clusters
  Score: Raw -700642.048757 + Penalty 2891.435598 = -697750.613159
  nChanged 29
		SP:Iteration 62Q (44385.240000 sec): 3 clusters
  Score: Raw -700654.076269 + Penalty 2891.435598 = -697762.640671
  nChanged 26
		SP:Iteration 63Q (44385.430000 sec): 3 clusters
  Score: Raw -700664.007754 + Penalty 2891.435598 = -697772.572156
  nChanged 19
		SP:Iteration 64Q (44385.620000 sec): 3 clusters
  Score: Raw -700670.959105 + Penalty 2891.435598 = -697779.523507
  nChanged 18
		SP:Iteration 65Q (44385.830000 sec): 3 clusters
  Score: Raw -700679.765277 + Penalty 2891.435598 = -697788.329678
  nChanged 27
		SP:Iteration 66Q (44386.070000 sec): 3 clusters
  Score: Raw -700695.504295 + Penalty 2891.435598 = -697804.068697
  nChanged 31
		SP:Iteration 67Q (44386.280000 sec): 3 clusters
  Score: Raw -700713.867424 + Penalty 2891.435598 = -697822.431825
  nChanged 25
		SP:Iteration 68Q (44386.480000 sec): 3 clusters
  Score: Raw -700724.957400 + Penalty 2891.435598 = -697833.521802
  nChanged 18
		SP:Iteration 69Q (44386.720000 sec): 3 clusters
  Score: Raw -700732.276247 + Penalty 2891.435598 = -697840.840649
  nChanged 19
		SP:Iteration 70Q (44386.980000 sec): 3 clusters
  Score: Raw -700741.232875 + Penalty 2891.435598 = -697849.797276
  nChanged 15
		SP:Iteration 71Q (44387.160000 sec): 3 clusters
  Score: Raw -700747.417541 + Penalty 2891.435598 = -697855.981943
  nChanged 14
		SP:Iteration 72Q (44387.420000 sec): 3 clusters
  Score: Raw -700753.059552 + Penalty 2891.435598 = -697861.623954
  nChanged 18
		SP:Iteration 73Q (44387.580000 sec): 3 clusters
  Score: Raw -700761.222632 + Penalty 2891.435598 = -697869.787034
  nChanged 20
		SP:Iteration 74Q (44387.760000 sec): 3 clusters
  Score: Raw -700771.835710 + Penalty 2891.435598 = -697880.400112
  nChanged 22
		SP:Iteration 75Q (44388.020000 sec): 3 clusters
  Score: Raw -700781.030480 + Penalty 2891.435598 = -697889.594882
  nChanged 15
		SP:Iteration 76Q (44388.240000 sec): 3 clusters
  Score: Raw -700793.841305 + Penalty 2891.435598 = -697902.405707
  nChanged 20
		SP:Iteration 77Q (44388.460000 sec): 3 clusters
  Score: Raw -700811.677904 + Penalty 2891.435598 = -697920.242306
  nChanged 27
		SP:Iteration 78Q (44388.680000 sec): 3 clusters
  Score: Raw -700831.221470 + Penalty 2891.435598 = -697939.785872
  nChanged 23
		SP:Iteration 79Q (44388.860000 sec): 3 clusters
  Score: Raw -700843.030134 + Penalty 2891.435598 = -697951.594536
  nChanged 20
		SP:Iteration 80F (44389.100000 sec): 3 clusters
  Score: Raw -700852.363428 + Penalty 2891.435598 = -697960.927830
  nChanged 16
		SP:Iteration 81Q (44389.260000 sec): 3 clusters
  Score: Raw -700860.236600 + Penalty 2891.435598 = -697968.801002
  nChanged 14
		SP:Iteration 82Q (44389.500000 sec): 3 clusters
  Score: Raw -700865.053009 + Penalty 2891.435598 = -697973.617410
  nChanged 14
		SP:Iteration 83Q (44389.700000 sec): 3 clusters
  Score: Raw -700870.924148 + Penalty 2891.435598 = -697979.488550
  nChanged 11
		SP:Iteration 84Q (44389.870000 sec): 3 clusters
  Score: Raw -700875.462023 + Penalty 2891.435598 = -697984.026425
  nChanged 10
		SP:Iteration 85Q (44390.100000 sec): 3 clusters
  Score: Raw -700882.402072 + Penalty 2891.435598 = -697990.966474
  nChanged 16
		SP:Iteration 86Q (44390.270000 sec): 3 clusters
  Score: Raw -700890.397896 + Penalty 2891.435598 = -697998.962298
  nChanged 8
		SP:Iteration 87Q (44390.450000 sec): 3 clusters
  Score: Raw -700895.106172 + Penalty 2891.435598 = -698003.670574
  nChanged 7
		SP:Iteration 88Q (44390.640000 sec): 3 clusters
  Score: Raw -700898.687636 + Penalty 2891.435598 = -698007.252038
  nChanged 5
		SP:Iteration 89Q (44390.910000 sec): 3 clusters
  Score: Raw -700901.472390 + Penalty 2891.435598 = -698010.036792
  nChanged 6
		SP:Iteration 90Q (44391.110000 sec): 3 clusters
  Score: Raw -700906.065029 + Penalty 2891.435598 = -698014.629431
  nChanged 8
		SP:Iteration 91Q (44391.360000 sec): 3 clusters
  Score: Raw -700909.885612 + Penalty 2891.435598 = -698018.450014
  nChanged 9
		SP:Iteration 92Q (44391.600000 sec): 3 clusters
  Score: Raw -700914.387733 + Penalty 2891.435598 = -698022.952135
  nChanged 5
		SP:Iteration 93Q (44391.820000 sec): 3 clusters
  Score: Raw -700916.931546 + Penalty 2891.435598 = -698025.495948
  nChanged 5
		SP:Iteration 94Q (44392.020000 sec): 3 clusters
  Score: Raw -700920.568395 + Penalty 2891.435598 = -698029.132796
  nChanged 3
		SP:Iteration 95Q (44392.230000 sec): 3 clusters
  Score: Raw -700922.890706 + Penalty 2891.435598 = -698031.455108
  nChanged 5
		SP:Iteration 96Q (44392.420000 sec): 3 clusters
  Score: Raw -700926.530544 + Penalty 2891.435598 = -698035.094946
  nChanged 5
		SP:Iteration 97Q (44392.670000 sec): 3 clusters
  Score: Raw -700929.923505 + Penalty 2891.435598 = -698038.487907
  nChanged 3
		SP:Iteration 98Q (44392.870000 sec): 3 clusters
  Score: Raw -700931.623716 + Penalty 2891.435598 = -698040.188117
  nChanged 2
		SP:Iteration 99Q (44393.030000 sec): 3 clusters
  Score: Raw -700932.926450 + Penalty 2891.435598 = -698041.490851
  nChanged 5
		SP:Iteration 100F (44393.200000 sec): 3 clusters
  Score: Raw -700935.297879 + Penalty 2891.435598 = -698043.862280
  nChanged 7
		SP:Iteration 101Q (44393.410000 sec): 3 clusters
  Score: Raw -700939.658135 + Penalty 2891.435598 = -698048.222537
  nChanged 11
		SP:Iteration 102Q (44393.650000 sec): 3 clusters
  Score: Raw -700944.309195 + Penalty 2891.435598 = -698052.873597
  nChanged 8
		SP:Iteration 103Q (44393.820000 sec): 3 clusters
  Score: Raw -700949.074033 + Penalty 2891.435598 = -698057.638435
  nChanged 7
		SP:Iteration 104Q (44394.090000 sec): 3 clusters
  Score: Raw -700951.992604 + Penalty 2891.435598 = -698060.557006
  nChanged 7
		SP:Iteration 105Q (44394.290000 sec): 3 clusters
  Score: Raw -700955.259514 + Penalty 2891.435598 = -698063.823916
  nChanged 2
		SP:Iteration 106Q (44394.520000 sec): 3 clusters
  Score: Raw -700956.162420 + Penalty 2891.435598 = -698064.726822
  nChanged 3
		SP:Iteration 107Q (44394.740000 sec): 3 clusters
  Score: Raw -700957.846413 + Penalty 2891.435598 = -698066.410815
  nChanged 1
		SP:Iteration 108Q (44394.930000 sec): 3 clusters
  Score: Raw -700958.107911 + Penalty 2891.435598 = -698066.672313
  nChanged 0
		SP:Iteration 109F (44395.140000 sec): 3 clusters
  Score: Raw -700958.107911 + Penalty 2891.435598 = -698066.672313
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (14248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44395.350000 sec): 2 clusters
  Score: Raw -1553854.909288 + Penalty 1554.210422 = -1552300.698867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44395.590000 sec): 3 clusters
  Score: Raw -1545416.486611 + Penalty 3108.420843 = -1542308.065768
  nChanged 6426
		SP:Iteration 1F (44395.880000 sec): 3 clusters
  Score: Raw -1549122.283122 + Penalty 3108.420843 = -1546013.862279
  nChanged 891
		SP:Iteration 2F (44396.140000 sec): 3 clusters
  Score: Raw -1549547.519805 + Penalty 3108.420843 = -1546439.098962
  nChanged 823
		SP:Iteration 3F (44396.440000 sec): 3 clusters
  Score: Raw -1549933.621818 + Penalty 3108.420843 = -1546825.200974
  nChanged 725
		SP:Iteration 4F (44396.740000 sec): 3 clusters
  Score: Raw -1550293.004622 + Penalty 3108.420843 = -1547184.583779
  nChanged 673
		SP:Iteration 5Q (44397.040000 sec): 3 clusters
  Score: Raw -1550676.599395 + Penalty 3108.420843 = -1547568.178552
  nChanged 730
		SP:Iteration 6F (44397.290000 sec): 3 clusters
  Score: Raw -1551113.511222 + Penalty 3108.420843 = -1548005.090379
  nChanged 682
		SP:Iteration 7Q (44397.550000 sec): 3 clusters
  Score: Raw -1551516.380807 + Penalty 3108.420843 = -1548407.959964
  nChanged 678
		SP:Iteration 8Q (44397.820000 sec): 3 clusters
  Score: Raw -1551998.113169 + Penalty 3108.420843 = -1548889.692326
  nChanged 667
		SP:Iteration 9Q (44398.100000 sec): 3 clusters
  Score: Raw -1552527.718328 + Penalty 3108.420843 = -1549419.297485
  nChanged 596
		SP:Iteration 10Q (44398.390000 sec): 3 clusters
  Score: Raw -1553017.473980 + Penalty 3108.420843 = -1549909.053137
  nChanged 427
		SP:Iteration 11Q (44398.600000 sec): 3 clusters
  Score: Raw -1553389.960549 + Penalty 3108.420843 = -1550281.539706
  nChanged 292
		SP:Iteration 12Q (44398.840000 sec): 3 clusters
  Score: Raw -1553643.913242 + Penalty 3108.420843 = -1550535.492399
  nChanged 173
		SP:Iteration 13Q (44399.140000 sec): 3 clusters
  Score: Raw -1553807.836527 + Penalty 3108.420843 = -1550699.415684
  nChanged 112
		SP:Iteration 14Q (44399.340000 sec): 3 clusters
  Score: Raw -1553924.741322 + Penalty 3108.420843 = -1550816.320479
  nChanged 64
		SP:Iteration 15Q (44399.590000 sec): 3 clusters
  Score: Raw -1553992.065376 + Penalty 3108.420843 = -1550883.644533
  nChanged 37
		SP:Iteration 16Q (44399.840000 sec): 3 clusters
  Score: Raw -1554027.216747 + Penalty 3108.420843 = -1550918.795904
  nChanged 23
		SP:Iteration 17Q (44400.120000 sec): 3 clusters
  Score: Raw -1554047.877222 + Penalty 3108.420843 = -1550939.456379
  nChanged 15
		SP:Iteration 18Q (44400.330000 sec): 3 clusters
  Score: Raw -1554058.675154 + Penalty 3108.420843 = -1550950.254310
  nChanged 11
		SP:Iteration 19Q (44400.570000 sec): 3 clusters
  Score: Raw -1554069.671651 + Penalty 3108.420843 = -1550961.250808
  nChanged 12
		SP:Iteration 20F (44400.790000 sec): 3 clusters
  Score: Raw -1554080.000039 + Penalty 3108.420843 = -1550971.579196
  nChanged 7
		SP:Iteration 21Q (44401.020000 sec): 3 clusters
  Score: Raw -1554086.205216 + Penalty 3108.420843 = -1550977.784373
  nChanged 6
		SP:Iteration 22Q (44401.290000 sec): 3 clusters
  Score: Raw -1554089.850142 + Penalty 3108.420843 = -1550981.429299
  nChanged 3
		SP:Iteration 23Q (44401.570000 sec): 3 clusters
  Score: Raw -1554093.961111 + Penalty 3108.420843 = -1550985.540268
  nChanged 2
		SP:Iteration 24Q (44401.820000 sec): 3 clusters
  Score: Raw -1554094.774397 + Penalty 3108.420843 = -1550986.353554
  nChanged 1
		SP:Iteration 25Q (44402.050000 sec): 3 clusters
  Score: Raw -1554095.234915 + Penalty 3108.420843 = -1550986.814072
  nChanged 1
		SP:Iteration 26Q (44402.320000 sec): 3 clusters
  Score: Raw -1554096.335304 + Penalty 3108.420843 = -1550987.914461
  nChanged 0
		SP:Iteration 27F (44402.620000 sec): 3 clusters
  Score: Raw -1554096.335304 + Penalty 3108.420843 = -1550987.914461
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (5201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44402.740000 sec): 2 clusters
  Score: Raw -551323.283953 + Penalty 1390.448506 = -549932.835447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44403.020000 sec): 3 clusters
  Score: Raw -548613.557597 + Penalty 2780.897013 = -545832.660584
  nChanged 2122
		SP:Iteration 1F (44403.240000 sec): 3 clusters
  Score: Raw -549729.582193 + Penalty 2780.897013 = -546948.685180
  nChanged 364
		SP:Iteration 2F (44403.490000 sec): 3 clusters
  Score: Raw -549915.295610 + Penalty 2780.897013 = -547134.398597
  nChanged 283
		SP:Iteration 3F (44403.670000 sec): 3 clusters
  Score: Raw -550068.041009 + Penalty 2780.897013 = -547287.143996
  nChanged 272
		SP:Iteration 4F (44403.890000 sec): 3 clusters
  Score: Raw -550207.007868 + Penalty 2780.897013 = -547426.110855
  nChanged 230
		SP:Iteration 5Q (44404.120000 sec): 3 clusters
  Score: Raw -550334.279914 + Penalty 2780.897013 = -547553.382901
  nChanged 199
		SP:Iteration 6Q (44404.310000 sec): 3 clusters
  Score: Raw -550443.519815 + Penalty 2780.897013 = -547662.622802
  nChanged 179
		SP:Iteration 7Q (44404.530000 sec): 3 clusters
  Score: Raw -550542.307719 + Penalty 2780.897013 = -547761.410706
  nChanged 167
		SP:Iteration 8Q (44404.710000 sec): 3 clusters
  Score: Raw -550650.923941 + Penalty 2780.897013 = -547870.026928
  nChanged 166
		SP:Iteration 9Q (44404.980000 sec): 3 clusters
  Score: Raw -550759.888187 + Penalty 2780.897013 = -547978.991174
  nChanged 160
		SP:Iteration 10Q (44405.200000 sec): 3 clusters
  Score: Raw -550856.708436 + Penalty 2780.897013 = -548075.811423
  nChanged 123
		SP:Iteration 11Q (44405.400000 sec): 3 clusters
  Score: Raw -550924.534138 + Penalty 2780.897013 = -548143.637125
  nChanged 113
		SP:Iteration 12Q (44405.580000 sec): 3 clusters
  Score: Raw -550993.964032 + Penalty 2780.897013 = -548213.067019
  nChanged 103
		SP:Iteration 13Q (44405.780000 sec): 3 clusters
  Score: Raw -551060.084832 + Penalty 2780.897013 = -548279.187819
  nChanged 89
		SP:Iteration 14Q (44405.970000 sec): 3 clusters
  Score: Raw -551116.959702 + Penalty 2780.897013 = -548336.062689
  nChanged 77
		SP:Iteration 15Q (44406.200000 sec): 3 clusters
  Score: Raw -551167.024628 + Penalty 2780.897013 = -548386.127615
  nChanged 67
		SP:Iteration 16Q (44406.390000 sec): 3 clusters
  Score: Raw -551215.902458 + Penalty 2780.897013 = -548435.005445
  nChanged 57
		SP:Iteration 17Q (44406.590000 sec): 3 clusters
  Score: Raw -551258.348849 + Penalty 2780.897013 = -548477.451836
  nChanged 36
		SP:Iteration 18Q (44406.770000 sec): 3 clusters
  Score: Raw -551286.164524 + Penalty 2780.897013 = -548505.267511
  nChanged 32
		SP:Iteration 19Q (44406.970000 sec): 3 clusters
  Score: Raw -551310.011945 + Penalty 2780.897013 = -548529.114932
  nChanged 26
		SP:Iteration 20F (44407.180000 sec): 3 clusters
  Score: Raw -551329.521135 + Penalty 2780.897013 = -548548.624122
  nChanged 21
		SP:Iteration 21Q (44407.370000 sec): 3 clusters
  Score: Raw -551344.043582 + Penalty 2780.897013 = -548563.146569
  nChanged 14
		SP:Iteration 22Q (44407.570000 sec): 3 clusters
  Score: Raw -551356.175871 + Penalty 2780.897013 = -548575.278858
  nChanged 13
		SP:Iteration 23Q (44407.770000 sec): 3 clusters
  Score: Raw -551368.461229 + Penalty 2780.897013 = -548587.564216
  nChanged 18
		SP:Iteration 24Q (44407.970000 sec): 3 clusters
  Score: Raw -551382.789053 + Penalty 2780.897013 = -548601.892040
  nChanged 19
		SP:Iteration 25Q (44408.200000 sec): 3 clusters
  Score: Raw -551399.105305 + Penalty 2780.897013 = -548618.208292
  nChanged 16
		SP:Iteration 26Q (44408.440000 sec): 3 clusters
  Score: Raw -551413.789656 + Penalty 2780.897013 = -548632.892643
  nChanged 21
		SP:Iteration 27Q (44408.670000 sec): 3 clusters
  Score: Raw -551430.548388 + Penalty 2780.897013 = -548649.651375
  nChanged 12
		SP:Iteration 28Q (44408.860000 sec): 3 clusters
  Score: Raw -551439.409082 + Penalty 2780.897013 = -548658.512069
  nChanged 12
		SP:Iteration 29Q (44408.990000 sec): 3 clusters
  Score: Raw -551449.347750 + Penalty 2780.897013 = -548668.450737
  nChanged 8
		SP:Iteration 30Q (44409.140000 sec): 3 clusters
  Score: Raw -551456.000512 + Penalty 2780.897013 = -548675.103499
  nChanged 7
		SP:Iteration 31Q (44409.340000 sec): 3 clusters
  Score: Raw -551461.150796 + Penalty 2780.897013 = -548680.253783
  nChanged 8
		SP:Iteration 32Q (44409.560000 sec): 3 clusters
  Score: Raw -551465.524821 + Penalty 2780.897013 = -548684.627809
  nChanged 5
		SP:Iteration 33Q (44409.770000 sec): 3 clusters
  Score: Raw -551470.640156 + Penalty 2780.897013 = -548689.743143
  nChanged 2
		SP:Iteration 34Q (44409.910000 sec): 3 clusters
  Score: Raw -551472.490217 + Penalty 2780.897013 = -548691.593204
  nChanged 1
		SP:Iteration 35Q (44410.130000 sec): 3 clusters
  Score: Raw -551473.197150 + Penalty 2780.897013 = -548692.300137
  nChanged 2
		SP:Iteration 36Q (44410.350000 sec): 3 clusters
  Score: Raw -551474.471905 + Penalty 2780.897013 = -548693.574892
  nChanged 1
		SP:Iteration 37Q (44410.550000 sec): 3 clusters
  Score: Raw -551475.555270 + Penalty 2780.897013 = -548694.658257
  nChanged 2
		SP:Iteration 38Q (44410.770000 sec): 3 clusters
  Score: Raw -551476.722642 + Penalty 2780.897013 = -548695.825629
  nChanged 3
		SP:Iteration 39Q (44410.970000 sec): 3 clusters
  Score: Raw -551479.486467 + Penalty 2780.897013 = -548698.589454
  nChanged 1
		SP:Iteration 40F (44411.130000 sec): 3 clusters
  Score: Raw -551480.093038 + Penalty 2780.897013 = -548699.196025
  nChanged 1
		SP:Iteration 41Q (44411.330000 sec): 3 clusters
  Score: Raw -551480.642331 + Penalty 2780.897013 = -548699.745318
  nChanged 0
		SP:Iteration 42F (44411.530000 sec): 3 clusters
  Score: Raw -551480.642331 + Penalty 2780.897013 = -548699.745318
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44411.670000 sec): 2 clusters
  Score: Raw -360581.826764 + Penalty 1322.279301 = -359259.547463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44411.820000 sec): 3 clusters
  Score: Raw -358884.252216 + Penalty 2644.558602 = -356239.693614
  nChanged 1298
		SP:Iteration 1F (44412.000000 sec): 3 clusters
  Score: Raw -359612.391001 + Penalty 2644.558602 = -356967.832399
  nChanged 263
		SP:Iteration 2F (44412.230000 sec): 3 clusters
  Score: Raw -359790.560884 + Penalty 2644.558602 = -357146.002282
  nChanged 207
		SP:Iteration 3F (44412.420000 sec): 3 clusters
  Score: Raw -359922.105275 + Penalty 2644.558602 = -357277.546673
  nChanged 145
		SP:Iteration 4Q (44412.580000 sec): 3 clusters
  Score: Raw -359994.641779 + Penalty 2644.558602 = -357350.083178
  nChanged 104
		SP:Iteration 5Q (44412.780000 sec): 3 clusters
  Score: Raw -360047.017151 + Penalty 2644.558602 = -357402.458549
  nChanged 86
		SP:Iteration 6Q (44412.990000 sec): 3 clusters
  Score: Raw -360092.213835 + Penalty 2644.558602 = -357447.655234
  nChanged 80
		SP:Iteration 7Q (44413.170000 sec): 3 clusters
  Score: Raw -360143.254992 + Penalty 2644.558602 = -357498.696390
  nChanged 92
		SP:Iteration 8Q (44413.400000 sec): 3 clusters
  Score: Raw -360202.594217 + Penalty 2644.558602 = -357558.035615
  nChanged 90
		SP:Iteration 9Q (44413.570000 sec): 3 clusters
  Score: Raw -360266.011139 + Penalty 2644.558602 = -357621.452537
  nChanged 92
		SP:Iteration 10Q (44413.770000 sec): 3 clusters
  Score: Raw -360327.170356 + Penalty 2644.558602 = -357682.611754
  nChanged 94
		SP:Iteration 11Q (44413.960000 sec): 3 clusters
  Score: Raw -360390.668980 + Penalty 2644.558602 = -357746.110378
  nChanged 83
		SP:Iteration 12Q (44414.170000 sec): 3 clusters
  Score: Raw -360438.476747 + Penalty 2644.558602 = -357793.918146
  nChanged 75
		SP:Iteration 13Q (44414.330000 sec): 3 clusters
  Score: Raw -360482.917587 + Penalty 2644.558602 = -357838.358985
  nChanged 68
		SP:Iteration 14Q (44414.490000 sec): 3 clusters
  Score: Raw -360521.206576 + Penalty 2644.558602 = -357876.647975
  nChanged 52
		SP:Iteration 15Q (44414.660000 sec): 3 clusters
  Score: Raw -360546.822327 + Penalty 2644.558602 = -357902.263725
  nChanged 34
		SP:Iteration 16Q (44414.780000 sec): 3 clusters
  Score: Raw -360562.781578 + Penalty 2644.558602 = -357918.222976
  nChanged 34
		SP:Iteration 17Q (44414.970000 sec): 3 clusters
  Score: Raw -360579.306875 + Penalty 2644.558602 = -357934.748274
  nChanged 35
		SP:Iteration 18Q (44415.130000 sec): 3 clusters
  Score: Raw -360594.652048 + Penalty 2644.558602 = -357950.093447
  nChanged 32
		SP:Iteration 19Q (44415.270000 sec): 3 clusters
  Score: Raw -360606.552234 + Penalty 2644.558602 = -357961.993632
  nChanged 23
		SP:Iteration 20F (44415.460000 sec): 3 clusters
  Score: Raw -360614.276263 + Penalty 2644.558602 = -357969.717661
  nChanged 19
		SP:Iteration 21Q (44415.670000 sec): 3 clusters
  Score: Raw -360619.295219 + Penalty 2644.558602 = -357974.736617
  nChanged 15
		SP:Iteration 22Q (44415.920000 sec): 3 clusters
  Score: Raw -360624.183722 + Penalty 2644.558602 = -357979.625121
  nChanged 11
		SP:Iteration 23Q (44416.090000 sec): 3 clusters
  Score: Raw -360628.403591 + Penalty 2644.558602 = -357983.844990
  nChanged 8
		SP:Iteration 24Q (44416.270000 sec): 3 clusters
  Score: Raw -360631.450245 + Penalty 2644.558602 = -357986.891643
  nChanged 11
		SP:Iteration 25Q (44416.470000 sec): 3 clusters
  Score: Raw -360637.096268 + Penalty 2644.558602 = -357992.537666
  nChanged 13
		SP:Iteration 26Q (44416.620000 sec): 3 clusters
  Score: Raw -360641.632402 + Penalty 2644.558602 = -357997.073801
  nChanged 11
		SP:Iteration 27Q (44416.820000 sec): 3 clusters
  Score: Raw -360644.115926 + Penalty 2644.558602 = -357999.557324
  nChanged 9
		SP:Iteration 28Q (44416.980000 sec): 3 clusters
  Score: Raw -360646.426364 + Penalty 2644.558602 = -358001.867762
  nChanged 4
		SP:Iteration 29Q (44417.190000 sec): 3 clusters
  Score: Raw -360647.540723 + Penalty 2644.558602 = -358002.982121
  nChanged 2
		SP:Iteration 30Q (44417.370000 sec): 3 clusters
  Score: Raw -360648.214853 + Penalty 2644.558602 = -358003.656251
  nChanged 4
		SP:Iteration 31Q (44417.500000 sec): 3 clusters
  Score: Raw -360649.733762 + Penalty 2644.558602 = -358005.175160
  nChanged 6
		SP:Iteration 32Q (44417.680000 sec): 3 clusters
  Score: Raw -360651.464105 + Penalty 2644.558602 = -358006.905503
  nChanged 4
		SP:Iteration 33Q (44417.850000 sec): 3 clusters
  Score: Raw -360652.322691 + Penalty 2644.558602 = -358007.764089
  nChanged 3
		SP:Iteration 34Q (44417.990000 sec): 3 clusters
  Score: Raw -360653.500828 + Penalty 2644.558602 = -358008.942226
  nChanged 4
		SP:Iteration 35Q (44418.130000 sec): 3 clusters
  Score: Raw -360654.909946 + Penalty 2644.558602 = -358010.351344
  nChanged 5
		SP:Iteration 36Q (44418.270000 sec): 3 clusters
  Score: Raw -360656.337853 + Penalty 2644.558602 = -358011.779252
  nChanged 4
		SP:Iteration 37Q (44418.400000 sec): 3 clusters
  Score: Raw -360657.563065 + Penalty 2644.558602 = -358013.004463
  nChanged 3
		SP:Iteration 38Q (44418.530000 sec): 3 clusters
  Score: Raw -360658.229805 + Penalty 2644.558602 = -358013.671203
  nChanged 0
		SP:Iteration 39F (44418.670000 sec): 3 clusters
  Score: Raw -360658.229805 + Penalty 2644.558602 = -358013.671203
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44418.810000 sec): 2 clusters
  Score: Raw -139568.706771 + Penalty 1169.947731 = -138398.759040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44418.950000 sec): 3 clusters
  Score: Raw -139081.041049 + Penalty 2339.895462 = -136741.145587
  nChanged 407
		SP:Iteration 1F (44419.190000 sec): 3 clusters
  Score: Raw -139385.463403 + Penalty 2339.895462 = -137045.567941
  nChanged 109
		SP:Iteration 2F (44419.350000 sec): 3 clusters
  Score: Raw -139460.305702 + Penalty 2339.895462 = -137120.410240
  nChanged 45
		SP:Iteration 3Q (44419.550000 sec): 3 clusters
  Score: Raw -139496.797760 + Penalty 2339.895462 = -137156.902297
  nChanged 34
		SP:Iteration 4Q (44419.750000 sec): 3 clusters
  Score: Raw -139525.081557 + Penalty 2339.895462 = -137185.186095
  nChanged 24
		SP:Iteration 5Q (44419.950000 sec): 3 clusters
  Score: Raw -139544.599205 + Penalty 2339.895462 = -137204.703743
  nChanged 24
		SP:Iteration 6Q (44420.150000 sec): 3 clusters
  Score: Raw -139563.304038 + Penalty 2339.895462 = -137223.408576
  nChanged 14
		SP:Iteration 7Q (44420.360000 sec): 3 clusters
  Score: Raw -139574.947104 + Penalty 2339.895462 = -137235.051642
  nChanged 16
		SP:Iteration 8Q (44420.570000 sec): 3 clusters
  Score: Raw -139584.905139 + Penalty 2339.895462 = -137245.009677
  nChanged 12
		SP:Iteration 9Q (44420.750000 sec): 3 clusters
  Score: Raw -139595.715739 + Penalty 2339.895462 = -137255.820277
  nChanged 15
		SP:Iteration 10Q (44420.880000 sec): 3 clusters
  Score: Raw -139605.210602 + Penalty 2339.895462 = -137265.315140
  nChanged 8
		SP:Iteration 11Q (44421.060000 sec): 3 clusters
  Score: Raw -139610.764147 + Penalty 2339.895462 = -137270.868685
  nChanged 8
		SP:Iteration 12Q (44421.190000 sec): 3 clusters
  Score: Raw -139615.505365 + Penalty 2339.895462 = -137275.609903
  nChanged 2
		SP:Iteration 13Q (44421.350000 sec): 3 clusters
  Score: Raw -139616.287721 + Penalty 2339.895462 = -137276.392259
  nChanged 0
		SP:Iteration 14F (44421.550000 sec): 3 clusters
  Score: Raw -139616.287721 + Penalty 2339.895462 = -137276.392259
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (5032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44421.640000 sec): 2 clusters
  Score: Raw -471536.396045 + Penalty 1385.080580 = -470151.315465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44421.870000 sec): 3 clusters
  Score: Raw -468852.392445 + Penalty 2770.161159 = -466082.231286
  nChanged 2089
		SP:Iteration 1F (44422.030000 sec): 3 clusters
  Score: Raw -470201.291967 + Penalty 2770.161159 = -467431.130807
  nChanged 508
		SP:Iteration 2F (44422.210000 sec): 3 clusters
  Score: Raw -470755.192768 + Penalty 2770.161159 = -467985.031608
  nChanged 446
		SP:Iteration 3F (44422.430000 sec): 3 clusters
  Score: Raw -471333.157390 + Penalty 2770.161159 = -468562.996231
  nChanged 389
		SP:Iteration 4F (44422.580000 sec): 3 clusters
  Score: Raw -471803.999810 + Penalty 2770.161159 = -469033.838651
  nChanged 326
		SP:Iteration 5F (44422.790000 sec): 3 clusters
  Score: Raw -472105.844073 + Penalty 2770.161159 = -469335.682913
  nChanged 231
		SP:Iteration 6Q (44423.010000 sec): 3 clusters
  Score: Raw -472305.123104 + Penalty 2770.161159 = -469534.961945
  nChanged 169
		SP:Iteration 7Q (44423.230000 sec): 3 clusters
  Score: Raw -472423.602001 + Penalty 2770.161159 = -469653.440842
  nChanged 116
		SP:Iteration 8Q (44423.480000 sec): 3 clusters
  Score: Raw -472476.501924 + Penalty 2770.161159 = -469706.340764
  nChanged 79
		SP:Iteration 9Q (44423.670000 sec): 3 clusters
  Score: Raw -472510.667323 + Penalty 2770.161159 = -469740.506164
  nChanged 55
		SP:Iteration 10Q (44423.920000 sec): 3 clusters
  Score: Raw -472532.564311 + Penalty 2770.161159 = -469762.403151
  nChanged 45
		SP:Iteration 11Q (44424.100000 sec): 3 clusters
  Score: Raw -472549.677136 + Penalty 2770.161159 = -469779.515977
  nChanged 33
		SP:Iteration 12Q (44424.310000 sec): 3 clusters
  Score: Raw -472560.312857 + Penalty 2770.161159 = -469790.151698
  nChanged 32
		SP:Iteration 13Q (44424.520000 sec): 3 clusters
  Score: Raw -472570.189526 + Penalty 2770.161159 = -469800.028367
  nChanged 29
		SP:Iteration 14Q (44424.700000 sec): 3 clusters
  Score: Raw -472579.481561 + Penalty 2770.161159 = -469809.320402
  nChanged 22
		SP:Iteration 15Q (44424.950000 sec): 3 clusters
  Score: Raw -472588.138050 + Penalty 2770.161159 = -469817.976891
  nChanged 27
		SP:Iteration 16Q (44425.180000 sec): 3 clusters
  Score: Raw -472598.003973 + Penalty 2770.161159 = -469827.842814
  nChanged 22
		SP:Iteration 17Q (44425.400000 sec): 3 clusters
  Score: Raw -472609.283140 + Penalty 2770.161159 = -469839.121980
  nChanged 26
		SP:Iteration 18Q (44425.600000 sec): 3 clusters
  Score: Raw -472620.541268 + Penalty 2770.161159 = -469850.380109
  nChanged 26
		SP:Iteration 19Q (44425.780000 sec): 3 clusters
  Score: Raw -472633.153379 + Penalty 2770.161159 = -469862.992220
  nChanged 30
		SP:Iteration 20F (44425.970000 sec): 3 clusters
  Score: Raw -472646.685764 + Penalty 2770.161159 = -469876.524604
  nChanged 25
		SP:Iteration 21Q (44426.200000 sec): 3 clusters
  Score: Raw -472654.048712 + Penalty 2770.161159 = -469883.887553
  nChanged 23
		SP:Iteration 22Q (44426.430000 sec): 3 clusters
  Score: Raw -472662.310576 + Penalty 2770.161159 = -469892.149416
  nChanged 17
		SP:Iteration 23Q (44426.610000 sec): 3 clusters
  Score: Raw -472668.506122 + Penalty 2770.161159 = -469898.344963
  nChanged 19
		SP:Iteration 24Q (44426.790000 sec): 3 clusters
  Score: Raw -472677.352169 + Penalty 2770.161159 = -469907.191009
  nChanged 20
		SP:Iteration 25Q (44426.980000 sec): 3 clusters
  Score: Raw -472685.637920 + Penalty 2770.161159 = -469915.476761
  nChanged 17
		SP:Iteration 26Q (44427.170000 sec): 3 clusters
  Score: Raw -472691.334265 + Penalty 2770.161159 = -469921.173105
  nChanged 16
		SP:Iteration 27Q (44427.350000 sec): 3 clusters
  Score: Raw -472696.123366 + Penalty 2770.161159 = -469925.962206
  nChanged 7
		SP:Iteration 28Q (44427.570000 sec): 3 clusters
  Score: Raw -472698.523992 + Penalty 2770.161159 = -469928.362832
  nChanged 8
		SP:Iteration 29Q (44427.710000 sec): 3 clusters
  Score: Raw -472700.326350 + Penalty 2770.161159 = -469930.165190
  nChanged 8
		SP:Iteration 30Q (44427.860000 sec): 3 clusters
  Score: Raw -472702.792516 + Penalty 2770.161159 = -469932.631356
  nChanged 16
		SP:Iteration 31Q (44428.050000 sec): 3 clusters
  Score: Raw -472707.462068 + Penalty 2770.161159 = -469937.300908
  nChanged 14
		SP:Iteration 32Q (44428.210000 sec): 3 clusters
  Score: Raw -472711.618891 + Penalty 2770.161159 = -469941.457732
  nChanged 14
		SP:Iteration 33Q (44428.390000 sec): 3 clusters
  Score: Raw -472715.742179 + Penalty 2770.161159 = -469945.581019
  nChanged 17
		SP:Iteration 34Q (44428.550000 sec): 3 clusters
  Score: Raw -472720.712566 + Penalty 2770.161159 = -469950.551407
  nChanged 16
		SP:Iteration 35Q (44428.710000 sec): 3 clusters
  Score: Raw -472725.882312 + Penalty 2770.161159 = -469955.721153
  nChanged 14
		SP:Iteration 36Q (44428.890000 sec): 3 clusters
  Score: Raw -472729.644996 + Penalty 2770.161159 = -469959.483836
  nChanged 15
		SP:Iteration 37Q (44429.050000 sec): 3 clusters
  Score: Raw -472732.896706 + Penalty 2770.161159 = -469962.735547
  nChanged 12
		SP:Iteration 38Q (44429.260000 sec): 3 clusters
  Score: Raw -472736.627181 + Penalty 2770.161159 = -469966.466021
  nChanged 15
		SP:Iteration 39Q (44429.410000 sec): 3 clusters
  Score: Raw -472741.561019 + Penalty 2770.161159 = -469971.399859
  nChanged 15
		SP:Iteration 40F (44429.580000 sec): 3 clusters
  Score: Raw -472746.148301 + Penalty 2770.161159 = -469975.987142
  nChanged 14
		SP:Iteration 41Q (44429.810000 sec): 3 clusters
  Score: Raw -472752.616685 + Penalty 2770.161159 = -469982.455525
  nChanged 21
		SP:Iteration 42Q (44429.990000 sec): 3 clusters
  Score: Raw -472765.106210 + Penalty 2770.161159 = -469994.945050
  nChanged 27
		SP:Iteration 43Q (44430.210000 sec): 3 clusters
  Score: Raw -472779.235939 + Penalty 2770.161159 = -470009.074780
  nChanged 29
		SP:Iteration 44Q (44430.380000 sec): 3 clusters
  Score: Raw -472802.336206 + Penalty 2770.161159 = -470032.175047
  nChanged 36
		SP:Iteration 45Q (44430.610000 sec): 3 clusters
  Score: Raw -472823.143209 + Penalty 2770.161159 = -470052.982049
  nChanged 27
		SP:Iteration 46Q (44430.810000 sec): 3 clusters
  Score: Raw -472835.419420 + Penalty 2770.161159 = -470065.258261
  nChanged 30
		SP:Iteration 47Q (44431.010000 sec): 3 clusters
  Score: Raw -472849.557225 + Penalty 2770.161159 = -470079.396066
  nChanged 24
		SP:Iteration 48Q (44431.230000 sec): 3 clusters
  Score: Raw -472866.294419 + Penalty 2770.161159 = -470096.133259
  nChanged 29
		SP:Iteration 49Q (44431.420000 sec): 3 clusters
  Score: Raw -472888.620801 + Penalty 2770.161159 = -470118.459642
  nChanged 35
		SP:Iteration 50Q (44431.630000 sec): 3 clusters
  Score: Raw -472916.327260 + Penalty 2770.161159 = -470146.166100
  nChanged 36
		SP:Iteration 51Q (44431.860000 sec): 3 clusters
  Score: Raw -472954.235362 + Penalty 2770.161159 = -470184.074202
  nChanged 50
		SP:Iteration 52Q (44432.070000 sec): 3 clusters
  Score: Raw -473010.238043 + Penalty 2770.161159 = -470240.076884
  nChanged 52
		SP:Iteration 53Q (44432.250000 sec): 3 clusters
  Score: Raw -473067.990512 + Penalty 2770.161159 = -470297.829352
  nChanged 46
		SP:Iteration 54Q (44432.430000 sec): 3 clusters
  Score: Raw -473128.676671 + Penalty 2770.161159 = -470358.515512
  nChanged 32
		SP:Iteration 55Q (44432.630000 sec): 3 clusters
  Score: Raw -473169.026574 + Penalty 2770.161159 = -470398.865415
  nChanged 28
		SP:Iteration 56Q (44432.840000 sec): 3 clusters
  Score: Raw -473194.230702 + Penalty 2770.161159 = -470424.069542
  nChanged 17
		SP:Iteration 57Q (44433.030000 sec): 3 clusters
  Score: Raw -473210.553919 + Penalty 2770.161159 = -470440.392759
  nChanged 8
		SP:Iteration 58Q (44433.240000 sec): 3 clusters
  Score: Raw -473215.838390 + Penalty 2770.161159 = -470445.677230
  nChanged 7
		SP:Iteration 59Q (44433.480000 sec): 3 clusters
  Score: Raw -473224.969620 + Penalty 2770.161159 = -470454.808460
  nChanged 4
		SP:Iteration 60F (44433.720000 sec): 3 clusters
  Score: Raw -473229.382929 + Penalty 2770.161159 = -470459.221770
  nChanged 6
		SP:Iteration 61Q (44433.880000 sec): 3 clusters
  Score: Raw -473233.804636 + Penalty 2770.161159 = -470463.643477
  nChanged 5
		SP:Iteration 62Q (44434.060000 sec): 3 clusters
  Score: Raw -473235.316798 + Penalty 2770.161159 = -470465.155638
  nChanged 1
		SP:Iteration 63Q (44434.260000 sec): 3 clusters
  Score: Raw -473235.617179 + Penalty 2770.161159 = -470465.456019
  nChanged 1
		SP:Iteration 64Q (44434.480000 sec): 3 clusters
  Score: Raw -473235.852004 + Penalty 2770.161159 = -470465.690845
  nChanged 0
		SP:Iteration 65F (44434.750000 sec): 3 clusters
  Score: Raw -473235.852004 + Penalty 2770.161159 = -470465.690845
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Iteration 139Q (44531.310000 sec): 74 clusters
  Score: Raw -107655408.544780 + Penalty 165031.315925 = -107490377.228854
  nChanged 3828
Iteration 140F (44685.730000 sec): 74 clusters
  Score: Raw -107657115.788996 + Penalty 165031.315925 = -107492084.473071
  nChanged 3509
Iteration 141Q (44779.340000 sec): 74 clusters
  Score: Raw -107658070.258457 + Penalty 165031.315925 = -107493038.942532
  nChanged 2841
Iteration 142Q (44874.420000 sec): 74 clusters
  Score: Raw -107658599.727704 + Penalty 165031.315925 = -107493568.411779
  nChanged 2487
Iteration 143Q (44966.150000 sec): 74 clusters
  Score: Raw -107658992.368327 + Penalty 165031.315925 = -107493961.052401
  nChanged 2281
Iteration 144Q (45063.230000 sec): 74 clusters
  Score: Raw -107659314.986788 + Penalty 165031.315925 = -107494283.670863
  nChanged 2046
Iteration 145Q (45160.220000 sec): 74 clusters
  Score: Raw -107659589.853517 + Penalty 165031.315925 = -107494558.537592
  nChanged 1993
Iteration 146Q (45265.650000 sec): 74 clusters
  Score: Raw -107659956.861848 + Penalty 165031.315925 = -107494925.545922
  nChanged 1950
Iteration 147Q (45371.990000 sec): 74 clusters
  Score: Raw -107660713.851570 + Penalty 165031.315925 = -107495682.535644
  nChanged 1966
Iteration 148Q (45481.570000 sec): 74 clusters
  Score: Raw -107661166.704786 + Penalty 165031.315925 = -107496135.388861
  nChanged 1964
Iteration 149Q (45591.150000 sec): 74 clusters
  Score: Raw -107661469.017298 + Penalty 165031.315925 = -107496437.701373
  nChanged 1956
Iteration 150Q (45701.960000 sec): 74 clusters
  Score: Raw -107661733.552825 + Penalty 165031.315925 = -107496702.236900
  nChanged 1820
Iteration 151Q (45793.870000 sec): 74 clusters
  Score: Raw -107661950.970805 + Penalty 165031.315925 = -107496919.654879
  nChanged 1722
Iteration 152Q (45915.320000 sec): 74 clusters
  Score: Raw -107662147.847437 + Penalty 165031.315925 = -107497116.531512
  nChanged 1711
Iteration 153Q (46010.350000 sec): 74 clusters
  Score: Raw -107662341.165948 + Penalty 165031.315925 = -107497309.850022
  nChanged 1604
Iteration 154Q (46144.690000 sec): 74 clusters
  Score: Raw -107662551.166603 + Penalty 165031.315925 = -107497519.850678
  nChanged 1579
Iteration 155Q (46288.280000 sec): 74 clusters
  Score: Raw -107662754.535184 + Penalty 165031.315925 = -107497723.219259
  nChanged 1626
Iteration 156Q (46420.080000 sec): 74 clusters
  Score: Raw -107662972.786371 + Penalty 165031.315925 = -107497941.470446
  nChanged 1702
Iteration 157Q (46583.750000 sec): 74 clusters
  Score: Raw -107663142.785898 + Penalty 165031.315925 = -107498111.469972
  nChanged 1730
Iteration 158Q (46736.580000 sec): 74 clusters
  Score: Raw -107663299.202151 + Penalty 165031.315925 = -107498267.886226
  nChanged 1675
Iteration 159Q (46882.450000 sec): 74 clusters
  Score: Raw -107663432.891998 + Penalty 165031.315925 = -107498401.576072
  nChanged 1607
Iteration 160F (47084.880000 sec): 74 clusters
  Score: Raw -107663570.260758 + Penalty 165031.315925 = -107498538.944833
  nChanged 1584
Iteration 161Q (47211.140000 sec): 74 clusters
  Score: Raw -107663709.669724 + Penalty 165031.315925 = -107498678.353799
  nChanged 1549
Iteration 162Q (47333.420000 sec): 74 clusters
  Score: Raw -107663842.466159 + Penalty 165031.315925 = -107498811.150233
  nChanged 1594
Iteration 163Q (47461.640000 sec): 74 clusters
  Score: Raw -107663986.194089 + Penalty 165031.315925 = -107498954.878163
  nChanged 1604
Iteration 164Q (47590.380000 sec): 74 clusters
  Score: Raw -107664148.700483 + Penalty 165031.315925 = -107499117.384558
  nChanged 1680
Iteration 165Q (47719.760000 sec): 74 clusters
  Score: Raw -107664303.484141 + Penalty 165031.315925 = -107499272.168216
  nChanged 1719
Iteration 166Q (47850.400000 sec): 74 clusters
  Score: Raw -107664468.513417 + Penalty 165031.315925 = -107499437.197492
  nChanged 1738
Iteration 167Q (47981.440000 sec): 74 clusters
  Score: Raw -107664641.477547 + Penalty 165031.315925 = -107499610.161622
  nChanged 1808
Iteration 168Q (48113.130000 sec): 74 clusters
  Score: Raw -107664825.220676 + Penalty 165031.315925 = -107499793.904751
  nChanged 1885
Iteration 169Q (48245.370000 sec): 74 clusters
  Score: Raw -107665025.964605 + Penalty 165031.315925 = -107499994.648680
  nChanged 1977
Iteration 170Q (48378.190000 sec): 74 clusters
  Score: Raw -107665232.791268 + Penalty 165031.315925 = -107500201.475343
  nChanged 2015
Iteration 171Q (48510.310000 sec): 74 clusters
  Score: Raw -107665445.262918 + Penalty 165031.315925 = -107500413.946993
  nChanged 2059
Iteration 172Q (48649.210000 sec): 74 clusters
  Score: Raw -107665681.413162 + Penalty 165031.315925 = -107500650.097237
  nChanged 2158
Iteration 173Q (48782.460000 sec): 74 clusters
  Score: Raw -107665911.649437 + Penalty 165031.315925 = -107500880.333511
  nChanged 2208
Iteration 174Q (48914.460000 sec): 74 clusters
  Score: Raw -107666154.860276 + Penalty 165031.315925 = -107501123.544351
  nChanged 2255
Iteration 175Q (49046.260000 sec): 74 clusters
  Score: Raw -107666417.267629 + Penalty 165031.315925 = -107501385.951704
  nChanged 2339
Iteration 176Q (49180.620000 sec): 74 clusters
  Score: Raw -107666703.553992 + Penalty 165031.315925 = -107501672.238066
  nChanged 2362
Iteration 177Q (49314.510000 sec): 74 clusters
  Score: Raw -107666994.675925 + Penalty 165031.315925 = -107501963.360000
  nChanged 2411
Iteration 178Q (49450.490000 sec): 74 clusters
  Score: Raw -107667302.166353 + Penalty 165031.315925 = -107502270.850427
  nChanged 2490
Writing temp clu file 
Because OldScore, -107501963.360000, is greater than current (better) Score,-107502270.850427 
 Compute initial score before splitting:   Score: Raw -107667302.166353 + Penalty 165031.315925 = -107502270.850427
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (102244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49451.270000 sec): 2 clusters
  Score: Raw -9750845.767384 + Penalty 1874.456576 = -9748971.310808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49452.020000 sec): 3 clusters
  Score: Raw -9684433.405441 + Penalty 3748.913153 = -9680684.492288
  nChanged 48883
		SP:Iteration 1F (49452.760000 sec): 3 clusters
  Score: Raw -9714192.660866 + Penalty 3748.913153 = -9710443.747713
  nChanged 6029
		SP:Iteration 2F (49453.560000 sec): 3 clusters
  Score: Raw -9717406.604548 + Penalty 3748.913153 = -9713657.691395
  nChanged 7530
		SP:Iteration 3F (49454.280000 sec): 3 clusters
  Score: Raw -9722549.850050 + Penalty 3748.913153 = -9718800.936897
  nChanged 8502
		SP:Iteration 4F (49455.050000 sec): 3 clusters
  Score: Raw -9729677.367558 + Penalty 3748.913153 = -9725928.454406
  nChanged 8486
		SP:Iteration 5F (49455.680000 sec): 3 clusters
  Score: Raw -9737639.829065 + Penalty 3748.913153 = -9733890.915913
  nChanged 6788
		SP:Iteration 6F (49456.320000 sec): 3 clusters
  Score: Raw -9744244.695589 + Penalty 3748.913153 = -9740495.782437
  nChanged 4135
		SP:Iteration 7Q (49457.080000 sec): 3 clusters
  Score: Raw -9748183.215947 + Penalty 3748.913153 = -9744434.302794
  nChanged 1982
		SP:Iteration 8Q (49457.780000 sec): 3 clusters
  Score: Raw -9749998.981854 + Penalty 3748.913153 = -9746250.068702
  nChanged 716
		SP:Iteration 9Q (49458.520000 sec): 3 clusters
  Score: Raw -9750621.726275 + Penalty 3748.913153 = -9746872.813122
  nChanged 251
		SP:Iteration 10Q (49459.140000 sec): 3 clusters
  Score: Raw -9750856.424520 + Penalty 3748.913153 = -9747107.511368
  nChanged 104
		SP:Iteration 11Q (49459.850000 sec): 3 clusters
  Score: Raw -9750954.471408 + Penalty 3748.913153 = -9747205.558256
  nChanged 40
		SP:Iteration 12Q (49460.560000 sec): 3 clusters
  Score: Raw -9751000.733714 + Penalty 3748.913153 = -9747251.820562
  nChanged 28
		SP:Iteration 13Q (49461.210000 sec): 3 clusters
  Score: Raw -9751024.816240 + Penalty 3748.913153 = -9747275.903087
  nChanged 17
		SP:Iteration 14Q (49461.850000 sec): 3 clusters
  Score: Raw -9751040.667367 + Penalty 3748.913153 = -9747291.754215
  nChanged 4
		SP:Iteration 15Q (49462.530000 sec): 3 clusters
  Score: Raw -9751044.548215 + Penalty 3748.913153 = -9747295.635062
  nChanged 3
		SP:Iteration 16Q (49463.170000 sec): 3 clusters
  Score: Raw -9751048.381427 + Penalty 3748.913153 = -9747299.468274
  nChanged 4
		SP:Iteration 17Q (49463.810000 sec): 3 clusters
  Score: Raw -9751052.927412 + Penalty 3748.913153 = -9747304.014260
  nChanged 7
		SP:Iteration 18Q (49464.480000 sec): 3 clusters
  Score: Raw -9751060.965940 + Penalty 3748.913153 = -9747312.052787
  nChanged 6
		SP:Iteration 19Q (49465.190000 sec): 3 clusters
  Score: Raw -9751070.135339 + Penalty 3748.913153 = -9747321.222186
  nChanged 6
		SP:Iteration 20F (49465.850000 sec): 3 clusters
  Score: Raw -9751075.337039 + Penalty 3748.913153 = -9747326.423886
  nChanged 3
		SP:Iteration 21Q (49466.470000 sec): 3 clusters
  Score: Raw -9751077.615368 + Penalty 3748.913153 = -9747328.702216
  nChanged 3
		SP:Iteration 22Q (49467.090000 sec): 3 clusters
  Score: Raw -9751080.755355 + Penalty 3748.913153 = -9747331.842202
  nChanged 2
		SP:Iteration 23Q (49467.710000 sec): 3 clusters
  Score: Raw -9751083.631724 + Penalty 3748.913153 = -9747334.718571
  nChanged 3
		SP:Iteration 24Q (49468.370000 sec): 3 clusters
  Score: Raw -9751085.853125 + Penalty 3748.913153 = -9747336.939972
  nChanged 1
		SP:Iteration 25Q (49468.990000 sec): 3 clusters
  Score: Raw -9751086.931898 + Penalty 3748.913153 = -9747338.018745
  nChanged 0
		SP:Iteration 26F (49469.630000 sec): 3 clusters
  Score: Raw -9751086.931898 + Penalty 3748.913153 = -9747338.018745
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49469.900000 sec): 2 clusters
  Score: Raw -3799684.532905 + Penalty 1705.624569 = -3797978.908335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49470.280000 sec): 3 clusters
  Score: Raw -3777097.906196 + Penalty 3411.249138 = -3773686.657057
  nChanged 16795
		SP:Iteration 1F (49470.670000 sec): 3 clusters
  Score: Raw -3786697.036176 + Penalty 3411.249138 = -3783285.787038
  nChanged 1635
		SP:Iteration 2Q (49471.070000 sec): 3 clusters
  Score: Raw -3787298.070720 + Penalty 3411.249138 = -3783886.821582
  nChanged 1740
		SP:Iteration 3Q (49471.470000 sec): 3 clusters
  Score: Raw -3788036.937296 + Penalty 3411.249138 = -3784625.688158
  nChanged 1940
		SP:Iteration 4F (49471.860000 sec): 3 clusters
  Score: Raw -3788997.056854 + Penalty 3411.249138 = -3785585.807716
  nChanged 2025
		SP:Iteration 5F (49472.210000 sec): 3 clusters
  Score: Raw -3790125.600514 + Penalty 3411.249138 = -3786714.351375
  nChanged 2180
		SP:Iteration 6F (49472.570000 sec): 3 clusters
  Score: Raw -3791343.280655 + Penalty 3411.249138 = -3787932.031517
  nChanged 1982
		SP:Iteration 7F (49472.960000 sec): 3 clusters
  Score: Raw -3792315.621854 + Penalty 3411.249138 = -3788904.372716
  nChanged 1695
		SP:Iteration 8Q (49473.320000 sec): 3 clusters
  Score: Raw -3793038.818717 + Penalty 3411.249138 = -3789627.569579
  nChanged 1330
		SP:Iteration 9Q (49473.690000 sec): 3 clusters
  Score: Raw -3793544.785040 + Penalty 3411.249138 = -3790133.535902
  nChanged 1054
		SP:Iteration 10Q (49474.100000 sec): 3 clusters
  Score: Raw -3793926.892096 + Penalty 3411.249138 = -3790515.642958
  nChanged 937
		SP:Iteration 11Q (49474.490000 sec): 3 clusters
  Score: Raw -3794321.753274 + Penalty 3411.249138 = -3790910.504135
  nChanged 873
		SP:Iteration 12Q (49474.860000 sec): 3 clusters
  Score: Raw -3794741.706611 + Penalty 3411.249138 = -3791330.457473
  nChanged 859
		SP:Iteration 13Q (49475.210000 sec): 3 clusters
  Score: Raw -3795204.483026 + Penalty 3411.249138 = -3791793.233887
  nChanged 891
		SP:Iteration 14Q (49475.600000 sec): 3 clusters
  Score: Raw -3795653.588989 + Penalty 3411.249138 = -3792242.339851
  nChanged 760
		SP:Iteration 15Q (49475.940000 sec): 3 clusters
  Score: Raw -3795986.598165 + Penalty 3411.249138 = -3792575.349027
  nChanged 680
		SP:Iteration 16Q (49476.300000 sec): 3 clusters
  Score: Raw -3796270.290274 + Penalty 3411.249138 = -3792859.041136
  nChanged 615
		SP:Iteration 17Q (49476.650000 sec): 3 clusters
  Score: Raw -3796499.866042 + Penalty 3411.249138 = -3793088.616904
  nChanged 517
		SP:Iteration 18Q (49477.040000 sec): 3 clusters
  Score: Raw -3796670.402923 + Penalty 3411.249138 = -3793259.153785
  nChanged 475
		SP:Iteration 19Q (49477.340000 sec): 3 clusters
  Score: Raw -3796825.094024 + Penalty 3411.249138 = -3793413.844886
  nChanged 498
		SP:Iteration 20F (49477.740000 sec): 3 clusters
  Score: Raw -3796992.846130 + Penalty 3411.249138 = -3793581.596992
  nChanged 494
		SP:Iteration 21Q (49478.120000 sec): 3 clusters
  Score: Raw -3797162.257611 + Penalty 3411.249138 = -3793751.008473
  nChanged 511
		SP:Iteration 22Q (49478.430000 sec): 3 clusters
  Score: Raw -3797342.308446 + Penalty 3411.249138 = -3793931.059308
  nChanged 494
		SP:Iteration 23Q (49478.840000 sec): 3 clusters
  Score: Raw -3797522.521464 + Penalty 3411.249138 = -3794111.272326
  nChanged 477
		SP:Iteration 24Q (49479.180000 sec): 3 clusters
  Score: Raw -3797684.378610 + Penalty 3411.249138 = -3794273.129471
  nChanged 436
		SP:Iteration 25Q (49479.540000 sec): 3 clusters
  Score: Raw -3797842.499841 + Penalty 3411.249138 = -3794431.250702
  nChanged 439
		SP:Iteration 26Q (49479.900000 sec): 3 clusters
  Score: Raw -3798022.152727 + Penalty 3411.249138 = -3794610.903589
  nChanged 413
		SP:Iteration 27Q (49480.230000 sec): 3 clusters
  Score: Raw -3798216.141927 + Penalty 3411.249138 = -3794804.892789
  nChanged 428
		SP:Iteration 28Q (49480.670000 sec): 3 clusters
  Score: Raw -3798433.938026 + Penalty 3411.249138 = -3795022.688887
  nChanged 438
		SP:Iteration 29Q (49481.050000 sec): 3 clusters
  Score: Raw -3798647.040344 + Penalty 3411.249138 = -3795235.791206
  nChanged 385
		SP:Iteration 30Q (49481.460000 sec): 3 clusters
  Score: Raw -3798860.018966 + Penalty 3411.249138 = -3795448.769827
  nChanged 388
		SP:Iteration 31Q (49481.880000 sec): 3 clusters
  Score: Raw -3799081.351241 + Penalty 3411.249138 = -3795670.102103
  nChanged 346
		SP:Iteration 32Q (49482.290000 sec): 3 clusters
  Score: Raw -3799257.945702 + Penalty 3411.249138 = -3795846.696564
  nChanged 300
		SP:Iteration 33Q (49482.690000 sec): 3 clusters
  Score: Raw -3799405.632287 + Penalty 3411.249138 = -3795994.383149
  nChanged 256
		SP:Iteration 34Q (49483.070000 sec): 3 clusters
  Score: Raw -3799530.146795 + Penalty 3411.249138 = -3796118.897656
  nChanged 233
		SP:Iteration 35Q (49483.390000 sec): 3 clusters
  Score: Raw -3799629.799357 + Penalty 3411.249138 = -3796218.550219
  nChanged 185
		SP:Iteration 36Q (49483.770000 sec): 3 clusters
  Score: Raw -3799701.822528 + Penalty 3411.249138 = -3796290.573390
  nChanged 168
		SP:Iteration 37Q (49484.140000 sec): 3 clusters
  Score: Raw -3799768.333262 + Penalty 3411.249138 = -3796357.084123
  nChanged 132
		SP:Iteration 38Q (49484.500000 sec): 3 clusters
  Score: Raw -3799814.554693 + Penalty 3411.249138 = -3796403.305555
  nChanged 105
		SP:Iteration 39Q (49484.830000 sec): 3 clusters
  Score: Raw -3799846.494197 + Penalty 3411.249138 = -3796435.245059
  nChanged 107
		SP:Iteration 40F (49485.170000 sec): 3 clusters
  Score: Raw -3799882.391368 + Penalty 3411.249138 = -3796471.142230
  nChanged 106
		SP:Iteration 41Q (49485.540000 sec): 3 clusters
  Score: Raw -3799919.575033 + Penalty 3411.249138 = -3796508.325895
  nChanged 96
		SP:Iteration 42Q (49485.860000 sec): 3 clusters
  Score: Raw -3799951.519035 + Penalty 3411.249138 = -3796540.269896
  nChanged 79
		SP:Iteration 43Q (49486.230000 sec): 3 clusters
  Score: Raw -3799978.932364 + Penalty 3411.249138 = -3796567.683226
  nChanged 71
		SP:Iteration 44Q (49486.550000 sec): 3 clusters
  Score: Raw -3800001.921626 + Penalty 3411.249138 = -3796590.672488
  nChanged 75
		SP:Iteration 45Q (49486.890000 sec): 3 clusters
  Score: Raw -3800026.725729 + Penalty 3411.249138 = -3796615.476590
  nChanged 70
		SP:Iteration 46Q (49487.260000 sec): 3 clusters
  Score: Raw -3800046.544935 + Penalty 3411.249138 = -3796635.295797
  nChanged 70
		SP:Iteration 47Q (49487.620000 sec): 3 clusters
  Score: Raw -3800067.363783 + Penalty 3411.249138 = -3796656.114645
  nChanged 53
		SP:Iteration 48Q (49487.950000 sec): 3 clusters
  Score: Raw -3800083.890559 + Penalty 3411.249138 = -3796672.641420
  nChanged 45
		SP:Iteration 49Q (49488.290000 sec): 3 clusters
  Score: Raw -3800096.248955 + Penalty 3411.249138 = -3796684.999817
  nChanged 39
		SP:Iteration 50Q (49488.620000 sec): 3 clusters
  Score: Raw -3800106.153180 + Penalty 3411.249138 = -3796694.904042
  nChanged 37
		SP:Iteration 51Q (49488.970000 sec): 3 clusters
  Score: Raw -3800116.133396 + Penalty 3411.249138 = -3796704.884258
  nChanged 39
		SP:Iteration 52Q (49489.320000 sec): 3 clusters
  Score: Raw -3800124.877352 + Penalty 3411.249138 = -3796713.628214
  nChanged 40
		SP:Iteration 53Q (49489.720000 sec): 3 clusters
  Score: Raw -3800133.287874 + Penalty 3411.249138 = -3796722.038736
  nChanged 31
		SP:Iteration 54Q (49490.020000 sec): 3 clusters
  Score: Raw -3800139.177642 + Penalty 3411.249138 = -3796727.928504
  nChanged 29
		SP:Iteration 55Q (49490.420000 sec): 3 clusters
  Score: Raw -3800143.987174 + Penalty 3411.249138 = -3796732.738036
  nChanged 18
		SP:Iteration 56Q (49490.760000 sec): 3 clusters
  Score: Raw -3800147.610851 + Penalty 3411.249138 = -3796736.361713
  nChanged 13
		SP:Iteration 57Q (49491.140000 sec): 3 clusters
  Score: Raw -3800150.281325 + Penalty 3411.249138 = -3796739.032187
  nChanged 14
		SP:Iteration 58Q (49491.470000 sec): 3 clusters
  Score: Raw -3800152.667513 + Penalty 3411.249138 = -3796741.418375
  nChanged 13
		SP:Iteration 59Q (49491.820000 sec): 3 clusters
  Score: Raw -3800155.105517 + Penalty 3411.249138 = -3796743.856379
  nChanged 13
		SP:Iteration 60F (49492.200000 sec): 3 clusters
  Score: Raw -3800156.994881 + Penalty 3411.249138 = -3796745.745743
  nChanged 10
		SP:Iteration 61Q (49492.570000 sec): 3 clusters
  Score: Raw -3800158.814917 + Penalty 3411.249138 = -3796747.565779
  nChanged 9
		SP:Iteration 62Q (49492.890000 sec): 3 clusters
  Score: Raw -3800160.365162 + Penalty 3411.249138 = -3796749.116024
  nChanged 9
		SP:Iteration 63Q (49493.270000 sec): 3 clusters
  Score: Raw -3800161.886927 + Penalty 3411.249138 = -3796750.637789
  nChanged 9
		SP:Iteration 64Q (49493.630000 sec): 3 clusters
  Score: Raw -3800163.619478 + Penalty 3411.249138 = -3796752.370339
  nChanged 8
		SP:Iteration 65Q (49493.930000 sec): 3 clusters
  Score: Raw -3800164.515433 + Penalty 3411.249138 = -3796753.266295
  nChanged 2
		SP:Iteration 66Q (49494.270000 sec): 3 clusters
  Score: Raw -3800164.710584 + Penalty 3411.249138 = -3796753.461446
  nChanged 3
		SP:Iteration 67Q (49494.590000 sec): 3 clusters
  Score: Raw -3800165.008832 + Penalty 3411.249138 = -3796753.759694
  nChanged 1
		SP:Iteration 68Q (49494.970000 sec): 3 clusters
  Score: Raw -3800165.093116 + Penalty 3411.249138 = -3796753.843977
  nChanged 3
		SP:Iteration 69Q (49495.280000 sec): 3 clusters
  Score: Raw -3800165.538242 + Penalty 3411.249138 = -3796754.289103
  nChanged 3
		SP:Iteration 70Q (49495.600000 sec): 3 clusters
  Score: Raw -3800166.067442 + Penalty 3411.249138 = -3796754.818304
  nChanged 3
		SP:Iteration 71Q (49495.920000 sec): 3 clusters
  Score: Raw -3800166.455087 + Penalty 3411.249138 = -3796755.205949
  nChanged 2
		SP:Iteration 72Q (49496.240000 sec): 3 clusters
  Score: Raw -3800166.712899 + Penalty 3411.249138 = -3796755.463761
  nChanged 0
		SP:Iteration 73F (49496.620000 sec): 3 clusters
  Score: Raw -3800166.712899 + Penalty 3411.249138 = -3796755.463761
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49496.780000 sec): 2 clusters
  Score: Raw -1415634.864470 + Penalty 1542.924115 = -1414091.940355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49497.050000 sec): 3 clusters
  Score: Raw -1407886.043966 + Penalty 3085.848230 = -1404800.195736
  nChanged 5790
		SP:Iteration 1F (49497.270000 sec): 3 clusters
  Score: Raw -1411010.295917 + Penalty 3085.848230 = -1407924.447687
  nChanged 859
		SP:Iteration 2F (49497.540000 sec): 3 clusters
  Score: Raw -1411407.174781 + Penalty 3085.848230 = -1408321.326552
  nChanged 774
		SP:Iteration 3F (49497.800000 sec): 3 clusters
  Score: Raw -1411819.375515 + Penalty 3085.848230 = -1408733.527285
  nChanged 815
		SP:Iteration 4F (49498.100000 sec): 3 clusters
  Score: Raw -1412317.641604 + Penalty 3085.848230 = -1409231.793374
  nChanged 889
		SP:Iteration 5F (49498.370000 sec): 3 clusters
  Score: Raw -1412964.089027 + Penalty 3085.848230 = -1409878.240798
  nChanged 888
		SP:Iteration 6F (49498.630000 sec): 3 clusters
  Score: Raw -1413696.497961 + Penalty 3085.848230 = -1410610.649731
  nChanged 759
		SP:Iteration 7F (49498.820000 sec): 3 clusters
  Score: Raw -1414375.193588 + Penalty 3085.848230 = -1411289.345358
  nChanged 610
		SP:Iteration 8Q (49499.080000 sec): 3 clusters
  Score: Raw -1414971.684272 + Penalty 3085.848230 = -1411885.836043
  nChanged 410
		SP:Iteration 9Q (49499.320000 sec): 3 clusters
  Score: Raw -1415438.382170 + Penalty 3085.848230 = -1412352.533941
  nChanged 272
		SP:Iteration 10Q (49499.570000 sec): 3 clusters
  Score: Raw -1415763.286988 + Penalty 3085.848230 = -1412677.438759
  nChanged 195
		SP:Iteration 11Q (49499.780000 sec): 3 clusters
  Score: Raw -1415947.091605 + Penalty 3085.848230 = -1412861.243375
  nChanged 132
		SP:Iteration 12Q (49500.000000 sec): 3 clusters
  Score: Raw -1416033.853589 + Penalty 3085.848230 = -1412948.005360
  nChanged 80
		SP:Iteration 13Q (49500.240000 sec): 3 clusters
  Score: Raw -1416066.076578 + Penalty 3085.848230 = -1412980.228348
  nChanged 50
		SP:Iteration 14Q (49500.470000 sec): 3 clusters
  Score: Raw -1416081.282611 + Penalty 3085.848230 = -1412995.434381
  nChanged 32
		SP:Iteration 15Q (49500.690000 sec): 3 clusters
  Score: Raw -1416090.283794 + Penalty 3085.848230 = -1413004.435564
  nChanged 16
		SP:Iteration 16Q (49500.920000 sec): 3 clusters
  Score: Raw -1416094.095584 + Penalty 3085.848230 = -1413008.247355
  nChanged 10
		SP:Iteration 17Q (49501.170000 sec): 3 clusters
  Score: Raw -1416096.273485 + Penalty 3085.848230 = -1413010.425256
  nChanged 7
		SP:Iteration 18Q (49501.420000 sec): 3 clusters
  Score: Raw -1416097.314651 + Penalty 3085.848230 = -1413011.466421
  nChanged 5
		SP:Iteration 19Q (49501.610000 sec): 3 clusters
  Score: Raw -1416098.139492 + Penalty 3085.848230 = -1413012.291262
  nChanged 7
		SP:Iteration 20F (49501.900000 sec): 3 clusters
  Score: Raw -1416099.336984 + Penalty 3085.848230 = -1413013.488755
  nChanged 3
		SP:Iteration 21Q (49502.100000 sec): 3 clusters
  Score: Raw -1416099.881901 + Penalty 3085.848230 = -1413014.033671
  nChanged 1
		SP:Iteration 22Q (49502.380000 sec): 3 clusters
  Score: Raw -1416099.983675 + Penalty 3085.848230 = -1413014.135445
  nChanged 1
		SP:Iteration 23Q (49502.570000 sec): 3 clusters
  Score: Raw -1416100.272191 + Penalty 3085.848230 = -1413014.423961
  nChanged 1
		SP:Iteration 24Q (49502.810000 sec): 3 clusters
  Score: Raw -1416100.365231 + Penalty 3085.848230 = -1413014.517002
  nChanged 0
		SP:Iteration 25F (49503.000000 sec): 3 clusters
  Score: Raw -1416100.365231 + Penalty 3085.848230 = -1413014.517002
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (134120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49503.830000 sec): 2 clusters
  Score: Raw -13891780.296622 + Penalty 1918.554658 = -13889861.741965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49504.830000 sec): 3 clusters
  Score: Raw -13803690.463282 + Penalty 3837.109315 = -13799853.353967
  nChanged 64573
		SP:Iteration 1F (49505.800000 sec): 3 clusters
  Score: Raw -13841703.622069 + Penalty 3837.109315 = -13837866.512754
  nChanged 4370
		SP:Iteration 2Q (49506.850000 sec): 3 clusters
  Score: Raw -13842788.796033 + Penalty 3837.109315 = -13838951.686718
  nChanged 4898
		SP:Iteration 3Q (49507.900000 sec): 3 clusters
  Score: Raw -13844198.805192 + Penalty 3837.109315 = -13840361.695877
  nChanged 5595
		SP:Iteration 4Q (49508.900000 sec): 3 clusters
  Score: Raw -13846080.258500 + Penalty 3837.109315 = -13842243.149185
  nChanged 6307
		SP:Iteration 5Q (49509.970000 sec): 3 clusters
  Score: Raw -13848425.497987 + Penalty 3837.109315 = -13844588.388671
  nChanged 6801
		SP:Iteration 6F (49510.990000 sec): 3 clusters
  Score: Raw -13851253.598742 + Penalty 3837.109315 = -13847416.489427
  nChanged 7192
		SP:Iteration 7F (49511.880000 sec): 3 clusters
  Score: Raw -13854533.776524 + Penalty 3837.109315 = -13850696.667208
  nChanged 7283
		SP:Iteration 8F (49512.840000 sec): 3 clusters
  Score: Raw -13858247.383495 + Penalty 3837.109315 = -13854410.274180
  nChanged 7341
		SP:Iteration 9F (49513.790000 sec): 3 clusters
  Score: Raw -13862431.419325 + Penalty 3837.109315 = -13858594.310010
  nChanged 7111
		SP:Iteration 10F (49514.820000 sec): 3 clusters
  Score: Raw -13867159.180853 + Penalty 3837.109315 = -13863322.071537
  nChanged 7062
		SP:Iteration 11F (49515.750000 sec): 3 clusters
  Score: Raw -13872495.213796 + Penalty 3837.109315 = -13868658.104481
  nChanged 6565
		SP:Iteration 12Q (49516.700000 sec): 3 clusters
  Score: Raw -13877940.553784 + Penalty 3837.109315 = -13874103.444469
  nChanged 5472
		SP:Iteration 13Q (49517.660000 sec): 3 clusters
  Score: Raw -13882751.179512 + Penalty 3837.109315 = -13878914.070197
  nChanged 3914
		SP:Iteration 14Q (49518.620000 sec): 3 clusters
  Score: Raw -13886255.878426 + Penalty 3837.109315 = -13882418.769111
  nChanged 2539
		SP:Iteration 15Q (49519.500000 sec): 3 clusters
  Score: Raw -13888470.574693 + Penalty 3837.109315 = -13884633.465378
  nChanged 1607
		SP:Iteration 16Q (49520.400000 sec): 3 clusters
  Score: Raw -13889793.215226 + Penalty 3837.109315 = -13885956.105911
  nChanged 1049
		SP:Iteration 17Q (49521.230000 sec): 3 clusters
  Score: Raw -13890603.499993 + Penalty 3837.109315 = -13886766.390678
  nChanged 675
		SP:Iteration 18Q (49522.050000 sec): 3 clusters
  Score: Raw -13891101.528946 + Penalty 3837.109315 = -13887264.419631
  nChanged 457
		SP:Iteration 19Q (49522.850000 sec): 3 clusters
  Score: Raw -13891423.117895 + Penalty 3837.109315 = -13887586.008580
  nChanged 321
		SP:Iteration 20F (49523.650000 sec): 3 clusters
  Score: Raw -13891625.948160 + Penalty 3837.109315 = -13887788.838845
  nChanged 234
		SP:Iteration 21Q (49524.440000 sec): 3 clusters
  Score: Raw -13891779.585991 + Penalty 3837.109315 = -13887942.476676
  nChanged 193
		SP:Iteration 22Q (49525.220000 sec): 3 clusters
  Score: Raw -13891895.223650 + Penalty 3837.109315 = -13888058.114335
  nChanged 138
		SP:Iteration 23Q (49526.000000 sec): 3 clusters
  Score: Raw -13891966.571712 + Penalty 3837.109315 = -13888129.462397
  nChanged 93
		SP:Iteration 24Q (49526.830000 sec): 3 clusters
  Score: Raw -13892009.026160 + Penalty 3837.109315 = -13888171.916845
  nChanged 82
		SP:Iteration 25Q (49527.710000 sec): 3 clusters
  Score: Raw -13892043.118296 + Penalty 3837.109315 = -13888206.008981
  nChanged 69
		SP:Iteration 26Q (49528.640000 sec): 3 clusters
  Score: Raw -13892074.102504 + Penalty 3837.109315 = -13888236.993189
  nChanged 55
		SP:Iteration 27Q (49529.760000 sec): 3 clusters
  Score: Raw -13892098.410661 + Penalty 3837.109315 = -13888261.301346
  nChanged 42
		SP:Iteration 28Q (49530.920000 sec): 3 clusters
  Score: Raw -13892115.954391 + Penalty 3837.109315 = -13888278.845076
  nChanged 38
		SP:Iteration 29Q (49532.090000 sec): 3 clusters
  Score: Raw -13892134.694234 + Penalty 3837.109315 = -13888297.584919
  nChanged 36
		SP:Iteration 30Q (49533.220000 sec): 3 clusters
  Score: Raw -13892149.639188 + Penalty 3837.109315 = -13888312.529872
  nChanged 20
		SP:Iteration 31Q (49534.350000 sec): 3 clusters
  Score: Raw -13892157.593118 + Penalty 3837.109315 = -13888320.483803
  nChanged 15
		SP:Iteration 32Q (49535.490000 sec): 3 clusters
  Score: Raw -13892163.276101 + Penalty 3837.109315 = -13888326.166786
  nChanged 12
		SP:Iteration 33Q (49536.570000 sec): 3 clusters
  Score: Raw -13892168.330628 + Penalty 3837.109315 = -13888331.221313
  nChanged 13
		SP:Iteration 34Q (49537.710000 sec): 3 clusters
  Score: Raw -13892172.396458 + Penalty 3837.109315 = -13888335.287143
  nChanged 12
		SP:Iteration 35Q (49538.600000 sec): 3 clusters
  Score: Raw -13892175.688165 + Penalty 3837.109315 = -13888338.578849
  nChanged 6
		SP:Iteration 36Q (49539.520000 sec): 3 clusters
  Score: Raw -13892178.686378 + Penalty 3837.109315 = -13888341.577063
  nChanged 8
		SP:Iteration 37Q (49540.460000 sec): 3 clusters
  Score: Raw -13892181.564347 + Penalty 3837.109315 = -13888344.455032
  nChanged 8
		SP:Iteration 38Q (49541.390000 sec): 3 clusters
  Score: Raw -13892184.662656 + Penalty 3837.109315 = -13888347.553341
  nChanged 8
		SP:Iteration 39Q (49542.230000 sec): 3 clusters
  Score: Raw -13892187.106541 + Penalty 3837.109315 = -13888349.997226
  nChanged 8
		SP:Iteration 40F (49543.230000 sec): 3 clusters
  Score: Raw -13892189.702038 + Penalty 3837.109315 = -13888352.592723
  nChanged 7
		SP:Iteration 41Q (49544.140000 sec): 3 clusters
  Score: Raw -13892193.614246 + Penalty 3837.109315 = -13888356.504931
  nChanged 15
		SP:Iteration 42Q (49545.030000 sec): 3 clusters
  Score: Raw -13892200.227176 + Penalty 3837.109315 = -13888363.117861
  nChanged 13
		SP:Iteration 43Q (49545.880000 sec): 3 clusters
  Score: Raw -13892205.829425 + Penalty 3837.109315 = -13888368.720110
  nChanged 14
		SP:Iteration 44Q (49546.830000 sec): 3 clusters
  Score: Raw -13892211.005509 + Penalty 3837.109315 = -13888373.896194
  nChanged 12
		SP:Iteration 45Q (49547.730000 sec): 3 clusters
  Score: Raw -13892215.492420 + Penalty 3837.109315 = -13888378.383105
  nChanged 13
		SP:Iteration 46Q (49548.650000 sec): 3 clusters
  Score: Raw -13892219.577243 + Penalty 3837.109315 = -13888382.467928
  nChanged 12
		SP:Iteration 47Q (49549.360000 sec): 3 clusters
  Score: Raw -13892224.929264 + Penalty 3837.109315 = -13888387.819949
  nChanged 13
		SP:Iteration 48Q (49550.170000 sec): 3 clusters
  Score: Raw -13892230.704323 + Penalty 3837.109315 = -13888393.595008
  nChanged 12
		SP:Iteration 49Q (49551.090000 sec): 3 clusters
  Score: Raw -13892236.562316 + Penalty 3837.109315 = -13888399.453001
  nChanged 8
		SP:Iteration 50Q (49552.010000 sec): 3 clusters
  Score: Raw -13892239.502972 + Penalty 3837.109315 = -13888402.393657
  nChanged 2
		SP:Iteration 51Q (49552.870000 sec): 3 clusters
  Score: Raw -13892240.036398 + Penalty 3837.109315 = -13888402.927083
  nChanged 4
		SP:Iteration 52Q (49553.830000 sec): 3 clusters
  Score: Raw -13892241.162230 + Penalty 3837.109315 = -13888404.052915
  nChanged 3
		SP:Iteration 53Q (49554.690000 sec): 3 clusters
  Score: Raw -13892242.083189 + Penalty 3837.109315 = -13888404.973874
  nChanged 1
		SP:Iteration 54Q (49555.590000 sec): 3 clusters
  Score: Raw -13892242.590185 + Penalty 3837.109315 = -13888405.480870
  nChanged 2
		SP:Iteration 55Q (49556.360000 sec): 3 clusters
  Score: Raw -13892243.436533 + Penalty 3837.109315 = -13888406.327218
  nChanged 2
		SP:Iteration 56Q (49557.220000 sec): 3 clusters
  Score: Raw -13892243.974514 + Penalty 3837.109315 = -13888406.865199
  nChanged 1
		SP:Iteration 57Q (49558.030000 sec): 3 clusters
  Score: Raw -13892244.237555 + Penalty 3837.109315 = -13888407.128240
  nChanged 0
		SP:Iteration 58F (49559.060000 sec): 3 clusters
  Score: Raw -13892244.237555 + Penalty 3837.109315 = -13888407.128240
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (9085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49559.270000 sec): 2 clusters
  Score: Raw -979681.147199 + Penalty 1481.086747 = -978200.060452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49559.420000 sec): 3 clusters
  Score: Raw -974600.507327 + Penalty 2962.173494 = -971638.333833
  nChanged 3879
		SP:Iteration 1F (49559.670000 sec): 3 clusters
  Score: Raw -976639.595867 + Penalty 2962.173494 = -973677.422373
  nChanged 524
		SP:Iteration 2F (49559.830000 sec): 3 clusters
  Score: Raw -976875.501970 + Penalty 2962.173494 = -973913.328476
  nChanged 460
		SP:Iteration 3F (49560.030000 sec): 3 clusters
  Score: Raw -977065.012802 + Penalty 2962.173494 = -974102.839309
  nChanged 367
		SP:Iteration 4Q (49560.250000 sec): 3 clusters
  Score: Raw -977214.958164 + Penalty 2962.173494 = -974252.784670
  nChanged 321
		SP:Iteration 5Q (49560.490000 sec): 3 clusters
  Score: Raw -977327.111635 + Penalty 2962.173494 = -974364.938141
  nChanged 272
		SP:Iteration 6Q (49560.750000 sec): 3 clusters
  Score: Raw -977424.226281 + Penalty 2962.173494 = -974462.052788
  nChanged 271
		SP:Iteration 7Q (49560.990000 sec): 3 clusters
  Score: Raw -977525.207151 + Penalty 2962.173494 = -974563.033657
  nChanged 240
		SP:Iteration 8Q (49561.190000 sec): 3 clusters
  Score: Raw -977633.640079 + Penalty 2962.173494 = -974671.466585
  nChanged 284
		SP:Iteration 9Q (49561.390000 sec): 3 clusters
  Score: Raw -977772.827766 + Penalty 2962.173494 = -974810.654272
  nChanged 309
		SP:Iteration 10Q (49561.620000 sec): 3 clusters
  Score: Raw -977935.890777 + Penalty 2962.173494 = -974973.717284
  nChanged 348
		SP:Iteration 11Q (49561.850000 sec): 3 clusters
  Score: Raw -978138.522274 + Penalty 2962.173494 = -975176.348780
  nChanged 354
		SP:Iteration 12Q (49562.090000 sec): 3 clusters
  Score: Raw -978378.368706 + Penalty 2962.173494 = -975416.195212
  nChanged 397
		SP:Iteration 13Q (49562.330000 sec): 3 clusters
  Score: Raw -978703.162085 + Penalty 2962.173494 = -975740.988591
  nChanged 407
		SP:Iteration 14Q (49562.550000 sec): 3 clusters
  Score: Raw -979097.324564 + Penalty 2962.173494 = -976135.151070
  nChanged 382
		SP:Iteration 15Q (49562.690000 sec): 3 clusters
  Score: Raw -979451.618065 + Penalty 2962.173494 = -976489.444571
  nChanged 338
		SP:Iteration 16Q (49562.950000 sec): 3 clusters
  Score: Raw -979720.450342 + Penalty 2962.173494 = -976758.276848
  nChanged 264
		SP:Iteration 17Q (49563.150000 sec): 3 clusters
  Score: Raw -979899.072067 + Penalty 2962.173494 = -976936.898574
  nChanged 182
		SP:Iteration 18Q (49563.370000 sec): 3 clusters
  Score: Raw -979995.487808 + Penalty 2962.173494 = -977033.314314
  nChanged 128
		SP:Iteration 19Q (49563.610000 sec): 3 clusters
  Score: Raw -980055.742121 + Penalty 2962.173494 = -977093.568627
  nChanged 108
		SP:Iteration 20F (49563.830000 sec): 3 clusters
  Score: Raw -980104.110360 + Penalty 2962.173494 = -977141.936866
  nChanged 101
		SP:Iteration 21Q (49564.020000 sec): 3 clusters
  Score: Raw -980152.751393 + Penalty 2962.173494 = -977190.577900
  nChanged 91
		SP:Iteration 22Q (49564.290000 sec): 3 clusters
  Score: Raw -980195.259733 + Penalty 2962.173494 = -977233.086239
  nChanged 86
		SP:Iteration 23Q (49564.550000 sec): 3 clusters
  Score: Raw -980226.924470 + Penalty 2962.173494 = -977264.750976
  nChanged 68
		SP:Iteration 24Q (49564.780000 sec): 3 clusters
  Score: Raw -980247.242656 + Penalty 2962.173494 = -977285.069163
  nChanged 63
		SP:Iteration 25Q (49565.010000 sec): 3 clusters
  Score: Raw -980270.187835 + Penalty 2962.173494 = -977308.014342
  nChanged 62
		SP:Iteration 26Q (49565.170000 sec): 3 clusters
  Score: Raw -980291.960900 + Penalty 2962.173494 = -977329.787407
  nChanged 46
		SP:Iteration 27Q (49565.420000 sec): 3 clusters
  Score: Raw -980305.337137 + Penalty 2962.173494 = -977343.163643
  nChanged 40
		SP:Iteration 28Q (49565.600000 sec): 3 clusters
  Score: Raw -980315.042325 + Penalty 2962.173494 = -977352.868831
  nChanged 29
		SP:Iteration 29Q (49565.830000 sec): 3 clusters
  Score: Raw -980320.174596 + Penalty 2962.173494 = -977358.001103
  nChanged 27
		SP:Iteration 30Q (49566.080000 sec): 3 clusters
  Score: Raw -980325.685225 + Penalty 2962.173494 = -977363.511731
  nChanged 28
		SP:Iteration 31Q (49566.300000 sec): 3 clusters
  Score: Raw -980330.644234 + Penalty 2962.173494 = -977368.470740
  nChanged 21
		SP:Iteration 32Q (49566.480000 sec): 3 clusters
  Score: Raw -980334.161715 + Penalty 2962.173494 = -977371.988221
  nChanged 21
		SP:Iteration 33Q (49566.670000 sec): 3 clusters
  Score: Raw -980336.863396 + Penalty 2962.173494 = -977374.689902
  nChanged 9
		SP:Iteration 34Q (49566.920000 sec): 3 clusters
  Score: Raw -980337.994931 + Penalty 2962.173494 = -977375.821437
  nChanged 5
		SP:Iteration 35Q (49567.100000 sec): 3 clusters
  Score: Raw -980338.768029 + Penalty 2962.173494 = -977376.594535
  nChanged 3
		SP:Iteration 36Q (49567.360000 sec): 3 clusters
  Score: Raw -980339.056838 + Penalty 2962.173494 = -977376.883344
  nChanged 1
		SP:Iteration 37Q (49567.580000 sec): 3 clusters
  Score: Raw -980339.194589 + Penalty 2962.173494 = -977377.021096
  nChanged 0
		SP:Iteration 38F (49567.830000 sec): 3 clusters
  Score: Raw -980339.194589 + Penalty 2962.173494 = -977377.021096
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49567.940000 sec): 2 clusters
  Score: Raw -159695.570513 + Penalty 1219.463628 = -158476.106884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49568.080000 sec): 3 clusters
  Score: Raw -158934.652876 + Penalty 2438.927257 = -156495.725619
  nChanged 654
		SP:Iteration 1F (49568.260000 sec): 3 clusters
  Score: Raw -159443.788195 + Penalty 2438.927257 = -157004.860938
  nChanged 172
		SP:Iteration 2F (49568.520000 sec): 3 clusters
  Score: Raw -159667.415146 + Penalty 2438.927257 = -157228.487890
  nChanged 137
		SP:Iteration 3F (49568.630000 sec): 3 clusters
  Score: Raw -159837.605445 + Penalty 2438.927257 = -157398.678188
  nChanged 112
		SP:Iteration 4F (49568.790000 sec): 3 clusters
  Score: Raw -160011.057575 + Penalty 2438.927257 = -157572.130318
  nChanged 112
		SP:Iteration 5F (49568.930000 sec): 3 clusters
  Score: Raw -160189.619196 + Penalty 2438.927257 = -157750.691939
  nChanged 85
		SP:Iteration 6Q (49569.110000 sec): 3 clusters
  Score: Raw -160326.144839 + Penalty 2438.927257 = -157887.217582
  nChanged 78
		SP:Iteration 7Q (49569.250000 sec): 3 clusters
  Score: Raw -160415.964516 + Penalty 2438.927257 = -157977.037259
  nChanged 42
		SP:Iteration 8Q (49569.350000 sec): 3 clusters
  Score: Raw -160457.375927 + Penalty 2438.927257 = -158018.448670
  nChanged 27
		SP:Iteration 9Q (49569.470000 sec): 3 clusters
  Score: Raw -160486.400847 + Penalty 2438.927257 = -158047.473591
  nChanged 25
		SP:Iteration 10Q (49569.610000 sec): 3 clusters
  Score: Raw -160512.238900 + Penalty 2438.927257 = -158073.311643
  nChanged 22
		SP:Iteration 11Q (49569.730000 sec): 3 clusters
  Score: Raw -160538.313008 + Penalty 2438.927257 = -158099.385751
  nChanged 21
		SP:Iteration 12Q (49569.890000 sec): 3 clusters
  Score: Raw -160565.974765 + Penalty 2438.927257 = -158127.047508
  nChanged 14
		SP:Iteration 13Q (49570.020000 sec): 3 clusters
  Score: Raw -160580.162770 + Penalty 2438.927257 = -158141.235513
  nChanged 7
		SP:Iteration 14Q (49570.150000 sec): 3 clusters
  Score: Raw -160585.094727 + Penalty 2438.927257 = -158146.167470
  nChanged 5
		SP:Iteration 15Q (49570.310000 sec): 3 clusters
  Score: Raw -160588.188755 + Penalty 2438.927257 = -158149.261498
  nChanged 0
		SP:Iteration 16F (49570.470000 sec): 3 clusters
  Score: Raw -160588.188755 + Penalty 2438.927257 = -158149.261498
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (12478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49570.660000 sec): 2 clusters
  Score: Raw -1217019.437052 + Penalty 1532.654886 = -1215486.782167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49571.000000 sec): 3 clusters
  Score: Raw -1209917.341975 + Penalty 3065.309771 = -1206852.032204
  nChanged 5415
		SP:Iteration 1F (49571.260000 sec): 3 clusters
  Score: Raw -1212896.250335 + Penalty 3065.309771 = -1209830.940564
  nChanged 755
		SP:Iteration 2F (49571.500000 sec): 3 clusters
  Score: Raw -1213216.474472 + Penalty 3065.309771 = -1210151.164701
  nChanged 622
		SP:Iteration 3Q (49571.800000 sec): 3 clusters
  Score: Raw -1213475.525558 + Penalty 3065.309771 = -1210410.215787
  nChanged 571
		SP:Iteration 4Q (49572.000000 sec): 3 clusters
  Score: Raw -1213714.495796 + Penalty 3065.309771 = -1210649.186025
  nChanged 541
		SP:Iteration 5Q (49572.220000 sec): 3 clusters
  Score: Raw -1213943.954445 + Penalty 3065.309771 = -1210878.644674
  nChanged 547
		SP:Iteration 6Q (49572.430000 sec): 3 clusters
  Score: Raw -1214201.809218 + Penalty 3065.309771 = -1211136.499447
  nChanged 555
		SP:Iteration 7Q (49572.650000 sec): 3 clusters
  Score: Raw -1214478.248480 + Penalty 3065.309771 = -1211412.938709
  nChanged 551
		SP:Iteration 8Q (49572.980000 sec): 3 clusters
  Score: Raw -1214779.294285 + Penalty 3065.309771 = -1211713.984513
  nChanged 509
		SP:Iteration 9Q (49573.220000 sec): 3 clusters
  Score: Raw -1215057.273396 + Penalty 3065.309771 = -1211991.963625
  nChanged 483
		SP:Iteration 10Q (49573.480000 sec): 3 clusters
  Score: Raw -1215330.499043 + Penalty 3065.309771 = -1212265.189272
  nChanged 464
		SP:Iteration 11Q (49573.760000 sec): 3 clusters
  Score: Raw -1215581.047538 + Penalty 3065.309771 = -1212515.737767
  nChanged 409
		SP:Iteration 12Q (49574.020000 sec): 3 clusters
  Score: Raw -1215838.297650 + Penalty 3065.309771 = -1212772.987879
  nChanged 411
		SP:Iteration 13Q (49574.340000 sec): 3 clusters
  Score: Raw -1216076.843904 + Penalty 3065.309771 = -1213011.534133
  nChanged 323
		SP:Iteration 14Q (49574.590000 sec): 3 clusters
  Score: Raw -1216236.164046 + Penalty 3065.309771 = -1213170.854275
  nChanged 282
		SP:Iteration 15Q (49574.830000 sec): 3 clusters
  Score: Raw -1216345.711198 + Penalty 3065.309771 = -1213280.401427
  nChanged 212
		SP:Iteration 16Q (49575.130000 sec): 3 clusters
  Score: Raw -1216405.870632 + Penalty 3065.309771 = -1213340.560861
  nChanged 140
		SP:Iteration 17Q (49575.400000 sec): 3 clusters
  Score: Raw -1216442.024774 + Penalty 3065.309771 = -1213376.715002
  nChanged 113
		SP:Iteration 18Q (49575.580000 sec): 3 clusters
  Score: Raw -1216471.633856 + Penalty 3065.309771 = -1213406.324085
  nChanged 114
		SP:Iteration 19Q (49575.850000 sec): 3 clusters
  Score: Raw -1216504.103393 + Penalty 3065.309771 = -1213438.793622
  nChanged 129
		SP:Iteration 20F (49576.170000 sec): 3 clusters
  Score: Raw -1216539.098164 + Penalty 3065.309771 = -1213473.788393
  nChanged 111
		SP:Iteration 21Q (49576.420000 sec): 3 clusters
  Score: Raw -1216570.484121 + Penalty 3065.309771 = -1213505.174350
  nChanged 102
		SP:Iteration 22Q (49576.730000 sec): 3 clusters
  Score: Raw -1216596.390333 + Penalty 3065.309771 = -1213531.080562
  nChanged 91
		SP:Iteration 23Q (49576.980000 sec): 3 clusters
  Score: Raw -1216621.470885 + Penalty 3065.309771 = -1213556.161113
  nChanged 100
		SP:Iteration 24Q (49577.220000 sec): 3 clusters
  Score: Raw -1216646.449173 + Penalty 3065.309771 = -1213581.139402
  nChanged 82
		SP:Iteration 25Q (49577.480000 sec): 3 clusters
  Score: Raw -1216669.300220 + Penalty 3065.309771 = -1213603.990449
  nChanged 92
		SP:Iteration 26Q (49577.780000 sec): 3 clusters
  Score: Raw -1216693.406761 + Penalty 3065.309771 = -1213628.096990
  nChanged 90
		SP:Iteration 27Q (49578.040000 sec): 3 clusters
  Score: Raw -1216716.416856 + Penalty 3065.309771 = -1213651.107085
  nChanged 98
		SP:Iteration 28Q (49578.270000 sec): 3 clusters
  Score: Raw -1216743.848751 + Penalty 3065.309771 = -1213678.538980
  nChanged 99
		SP:Iteration 29Q (49578.500000 sec): 3 clusters
  Score: Raw -1216770.764237 + Penalty 3065.309771 = -1213705.454466
  nChanged 90
		SP:Iteration 30Q (49578.720000 sec): 3 clusters
  Score: Raw -1216798.874028 + Penalty 3065.309771 = -1213733.564257
  nChanged 95
		SP:Iteration 31Q (49579.040000 sec): 3 clusters
  Score: Raw -1216825.849389 + Penalty 3065.309771 = -1213760.539618
  nChanged 99
		SP:Iteration 32Q (49579.320000 sec): 3 clusters
  Score: Raw -1216850.431530 + Penalty 3065.309771 = -1213785.121759
  nChanged 94
		SP:Iteration 33Q (49579.650000 sec): 3 clusters
  Score: Raw -1216873.960604 + Penalty 3065.309771 = -1213808.650833
  nChanged 82
		SP:Iteration 34Q (49579.900000 sec): 3 clusters
  Score: Raw -1216895.185431 + Penalty 3065.309771 = -1213829.875660
  nChanged 87
		SP:Iteration 35Q (49580.210000 sec): 3 clusters
  Score: Raw -1216923.696421 + Penalty 3065.309771 = -1213858.386650
  nChanged 89
		SP:Iteration 36Q (49580.510000 sec): 3 clusters
  Score: Raw -1216950.932005 + Penalty 3065.309771 = -1213885.622234
  nChanged 87
		SP:Iteration 37Q (49580.800000 sec): 3 clusters
  Score: Raw -1216973.074454 + Penalty 3065.309771 = -1213907.764683
  nChanged 66
		SP:Iteration 38Q (49581.070000 sec): 3 clusters
  Score: Raw -1216989.453248 + Penalty 3065.309771 = -1213924.143477
  nChanged 67
		SP:Iteration 39Q (49581.310000 sec): 3 clusters
  Score: Raw -1217005.896770 + Penalty 3065.309771 = -1213940.586999
  nChanged 51
		SP:Iteration 40F (49581.530000 sec): 3 clusters
  Score: Raw -1217018.130335 + Penalty 3065.309771 = -1213952.820564
  nChanged 50
		SP:Iteration 41Q (49581.760000 sec): 3 clusters
  Score: Raw -1217029.449728 + Penalty 3065.309771 = -1213964.139957
  nChanged 45
		SP:Iteration 42Q (49582.070000 sec): 3 clusters
  Score: Raw -1217044.773339 + Penalty 3065.309771 = -1213979.463568
  nChanged 56
		SP:Iteration 43Q (49582.300000 sec): 3 clusters
  Score: Raw -1217064.198325 + Penalty 3065.309771 = -1213998.888553
  nChanged 64
		SP:Iteration 44Q (49582.540000 sec): 3 clusters
  Score: Raw -1217086.559147 + Penalty 3065.309771 = -1214021.249376
  nChanged 79
		SP:Iteration 45Q (49582.810000 sec): 3 clusters
  Score: Raw -1217115.495644 + Penalty 3065.309771 = -1214050.185873
  nChanged 75
		SP:Iteration 46Q (49583.060000 sec): 3 clusters
  Score: Raw -1217141.697652 + Penalty 3065.309771 = -1214076.387881
  nChanged 70
		SP:Iteration 47Q (49583.310000 sec): 3 clusters
  Score: Raw -1217162.010905 + Penalty 3065.309771 = -1214096.701134
  nChanged 73
		SP:Iteration 48Q (49583.530000 sec): 3 clusters
  Score: Raw -1217184.564091 + Penalty 3065.309771 = -1214119.254320
  nChanged 75
		SP:Iteration 49Q (49583.790000 sec): 3 clusters
  Score: Raw -1217207.784321 + Penalty 3065.309771 = -1214142.474550
  nChanged 72
		SP:Iteration 50Q (49584.110000 sec): 3 clusters
  Score: Raw -1217234.394798 + Penalty 3065.309771 = -1214169.085026
  nChanged 87
		SP:Iteration 51Q (49584.400000 sec): 3 clusters
  Score: Raw -1217269.032855 + Penalty 3065.309771 = -1214203.723084
  nChanged 85
		SP:Iteration 52Q (49584.630000 sec): 3 clusters
  Score: Raw -1217311.802157 + Penalty 3065.309771 = -1214246.492386
  nChanged 85
		SP:Iteration 53Q (49584.930000 sec): 3 clusters
  Score: Raw -1217345.021612 + Penalty 3065.309771 = -1214279.711841
  nChanged 74
		SP:Iteration 54Q (49585.180000 sec): 3 clusters
  Score: Raw -1217374.849859 + Penalty 3065.309771 = -1214309.540088
  nChanged 68
		SP:Iteration 55Q (49585.430000 sec): 3 clusters
  Score: Raw -1217403.716337 + Penalty 3065.309771 = -1214338.406566
  nChanged 63
		SP:Iteration 56Q (49585.710000 sec): 3 clusters
  Score: Raw -1217424.806193 + Penalty 3065.309771 = -1214359.496422
  nChanged 43
		SP:Iteration 57Q (49585.930000 sec): 3 clusters
  Score: Raw -1217438.317056 + Penalty 3065.309771 = -1214373.007285
  nChanged 43
		SP:Iteration 58Q (49586.200000 sec): 3 clusters
  Score: Raw -1217450.252962 + Penalty 3065.309771 = -1214384.943190
  nChanged 31
		SP:Iteration 59Q (49586.460000 sec): 3 clusters
  Score: Raw -1217459.797604 + Penalty 3065.309771 = -1214394.487833
  nChanged 35
		SP:Iteration 60F (49586.810000 sec): 3 clusters
  Score: Raw -1217474.720022 + Penalty 3065.309771 = -1214409.410251
  nChanged 41
		SP:Iteration 61Q (49587.070000 sec): 3 clusters
  Score: Raw -1217486.649901 + Penalty 3065.309771 = -1214421.340130
  nChanged 33
		SP:Iteration 62Q (49587.300000 sec): 3 clusters
  Score: Raw -1217495.445686 + Penalty 3065.309771 = -1214430.135914
  nChanged 31
		SP:Iteration 63Q (49587.590000 sec): 3 clusters
  Score: Raw -1217502.825175 + Penalty 3065.309771 = -1214437.515404
  nChanged 28
		SP:Iteration 64Q (49587.890000 sec): 3 clusters
  Score: Raw -1217509.327371 + Penalty 3065.309771 = -1214444.017600
  nChanged 24
		SP:Iteration 65Q (49588.110000 sec): 3 clusters
  Score: Raw -1217515.248976 + Penalty 3065.309771 = -1214449.939205
  nChanged 20
		SP:Iteration 66Q (49588.340000 sec): 3 clusters
  Score: Raw -1217519.371082 + Penalty 3065.309771 = -1214454.061311
  nChanged 18
		SP:Iteration 67Q (49588.560000 sec): 3 clusters
  Score: Raw -1217523.091680 + Penalty 3065.309771 = -1214457.781909
  nChanged 9
		SP:Iteration 68Q (49588.790000 sec): 3 clusters
  Score: Raw -1217524.589542 + Penalty 3065.309771 = -1214459.279771
  nChanged 7
		SP:Iteration 69Q (49588.990000 sec): 3 clusters
  Score: Raw -1217526.026632 + Penalty 3065.309771 = -1214460.716861
  nChanged 8
		SP:Iteration 70Q (49589.170000 sec): 3 clusters
  Score: Raw -1217527.133118 + Penalty 3065.309771 = -1214461.823346
  nChanged 3
		SP:Iteration 71Q (49589.390000 sec): 3 clusters
  Score: Raw -1217527.746936 + Penalty 3065.309771 = -1214462.437164
  nChanged 2
		SP:Iteration 72Q (49589.610000 sec): 3 clusters
  Score: Raw -1217528.029075 + Penalty 3065.309771 = -1214462.719304
  nChanged 2
		SP:Iteration 73Q (49589.810000 sec): 3 clusters
  Score: Raw -1217528.531368 + Penalty 3065.309771 = -1214463.221597
  nChanged 0
		SP:Iteration 74F (49590.010000 sec): 3 clusters
  Score: Raw -1217528.531368 + Penalty 3065.309771 = -1214463.221597
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49590.190000 sec): 2 clusters
  Score: Raw -1770037.938657 + Penalty 1578.243308 = -1768459.695349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49590.440000 sec): 3 clusters
  Score: Raw -1760277.609491 + Penalty 3156.486617 = -1757121.122874
  nChanged 7293
		SP:Iteration 1F (49590.730000 sec): 3 clusters
  Score: Raw -1764253.781677 + Penalty 3156.486617 = -1761097.295061
  nChanged 908
		SP:Iteration 2F (49591.020000 sec): 3 clusters
  Score: Raw -1764602.996776 + Penalty 3156.486617 = -1761446.510160
  nChanged 847
		SP:Iteration 3F (49591.320000 sec): 3 clusters
  Score: Raw -1764981.448450 + Penalty 3156.486617 = -1761824.961834
  nChanged 897
		SP:Iteration 4F (49591.640000 sec): 3 clusters
  Score: Raw -1765455.221234 + Penalty 3156.486617 = -1762298.734617
  nChanged 985
		SP:Iteration 5F (49591.940000 sec): 3 clusters
  Score: Raw -1766048.865512 + Penalty 3156.486617 = -1762892.378896
  nChanged 1062
		SP:Iteration 6F (49592.170000 sec): 3 clusters
  Score: Raw -1766704.259740 + Penalty 3156.486617 = -1763547.773123
  nChanged 966
		SP:Iteration 7F (49592.450000 sec): 3 clusters
  Score: Raw -1767298.468217 + Penalty 3156.486617 = -1764141.981601
  nChanged 819
		SP:Iteration 8Q (49592.720000 sec): 3 clusters
  Score: Raw -1767777.972148 + Penalty 3156.486617 = -1764621.485531
  nChanged 693
		SP:Iteration 9Q (49592.960000 sec): 3 clusters
  Score: Raw -1768189.759375 + Penalty 3156.486617 = -1765033.272758
  nChanged 604
		SP:Iteration 10Q (49593.250000 sec): 3 clusters
  Score: Raw -1768567.654827 + Penalty 3156.486617 = -1765411.168210
  nChanged 547
		SP:Iteration 11Q (49593.540000 sec): 3 clusters
  Score: Raw -1768933.155327 + Penalty 3156.486617 = -1765776.668710
  nChanged 452
		SP:Iteration 12Q (49593.830000 sec): 3 clusters
  Score: Raw -1769238.943236 + Penalty 3156.486617 = -1766082.456620
  nChanged 401
		SP:Iteration 13Q (49594.140000 sec): 3 clusters
  Score: Raw -1769519.175879 + Penalty 3156.486617 = -1766362.689262
  nChanged 302
		SP:Iteration 14Q (49594.410000 sec): 3 clusters
  Score: Raw -1769740.049799 + Penalty 3156.486617 = -1766583.563183
  nChanged 222
		SP:Iteration 15Q (49594.670000 sec): 3 clusters
  Score: Raw -1769911.972396 + Penalty 3156.486617 = -1766755.485779
  nChanged 156
		SP:Iteration 16Q (49594.960000 sec): 3 clusters
  Score: Raw -1770024.669710 + Penalty 3156.486617 = -1766868.183093
  nChanged 129
		SP:Iteration 17Q (49595.300000 sec): 3 clusters
  Score: Raw -1770110.753684 + Penalty 3156.486617 = -1766954.267067
  nChanged 90
		SP:Iteration 18Q (49595.600000 sec): 3 clusters
  Score: Raw -1770172.440646 + Penalty 3156.486617 = -1767015.954029
  nChanged 76
		SP:Iteration 19Q (49595.850000 sec): 3 clusters
  Score: Raw -1770224.072358 + Penalty 3156.486617 = -1767067.585741
  nChanged 65
		SP:Iteration 20F (49596.110000 sec): 3 clusters
  Score: Raw -1770278.555599 + Penalty 3156.486617 = -1767122.068983
  nChanged 51
		SP:Iteration 21Q (49596.450000 sec): 3 clusters
  Score: Raw -1770305.412936 + Penalty 3156.486617 = -1767148.926319
  nChanged 35
		SP:Iteration 22Q (49596.730000 sec): 3 clusters
  Score: Raw -1770327.165962 + Penalty 3156.486617 = -1767170.679345
  nChanged 34
		SP:Iteration 23Q (49597.030000 sec): 3 clusters
  Score: Raw -1770346.716375 + Penalty 3156.486617 = -1767190.229759
  nChanged 31
		SP:Iteration 24Q (49597.290000 sec): 3 clusters
  Score: Raw -1770362.524455 + Penalty 3156.486617 = -1767206.037839
  nChanged 28
		SP:Iteration 25Q (49597.610000 sec): 3 clusters
  Score: Raw -1770376.292706 + Penalty 3156.486617 = -1767219.806090
  nChanged 21
		SP:Iteration 26Q (49597.850000 sec): 3 clusters
  Score: Raw -1770385.785537 + Penalty 3156.486617 = -1767229.298920
  nChanged 19
		SP:Iteration 27Q (49598.090000 sec): 3 clusters
  Score: Raw -1770395.567711 + Penalty 3156.486617 = -1767239.081094
  nChanged 16
		SP:Iteration 28Q (49598.410000 sec): 3 clusters
  Score: Raw -1770401.494119 + Penalty 3156.486617 = -1767245.007502
  nChanged 8
		SP:Iteration 29Q (49598.680000 sec): 3 clusters
  Score: Raw -1770404.508016 + Penalty 3156.486617 = -1767248.021399
  nChanged 6
		SP:Iteration 30Q (49598.950000 sec): 3 clusters
  Score: Raw -1770407.142808 + Penalty 3156.486617 = -1767250.656191
  nChanged 6
		SP:Iteration 31Q (49599.270000 sec): 3 clusters
  Score: Raw -1770409.352425 + Penalty 3156.486617 = -1767252.865809
  nChanged 2
		SP:Iteration 32Q (49599.530000 sec): 3 clusters
  Score: Raw -1770410.221314 + Penalty 3156.486617 = -1767253.734698
  nChanged 2
		SP:Iteration 33Q (49599.810000 sec): 3 clusters
  Score: Raw -1770410.815603 + Penalty 3156.486617 = -1767254.328986
  nChanged 3
		SP:Iteration 34Q (49600.080000 sec): 3 clusters
  Score: Raw -1770412.663732 + Penalty 3156.486617 = -1767256.177116
  nChanged 5
		SP:Iteration 35Q (49600.330000 sec): 3 clusters
  Score: Raw -1770414.740762 + Penalty 3156.486617 = -1767258.254145
  nChanged 5
		SP:Iteration 36Q (49600.640000 sec): 3 clusters
  Score: Raw -1770417.812754 + Penalty 3156.486617 = -1767261.326138
  nChanged 7
		SP:Iteration 37Q (49600.910000 sec): 3 clusters
  Score: Raw -1770421.084243 + Penalty 3156.486617 = -1767264.597626
  nChanged 9
		SP:Iteration 38Q (49601.230000 sec): 3 clusters
  Score: Raw -1770425.739785 + Penalty 3156.486617 = -1767269.253169
  nChanged 11
		SP:Iteration 39Q (49601.510000 sec): 3 clusters
  Score: Raw -1770430.872713 + Penalty 3156.486617 = -1767274.386097
  nChanged 10
		SP:Iteration 40F (49601.790000 sec): 3 clusters
  Score: Raw -1770435.245444 + Penalty 3156.486617 = -1767278.758828
  nChanged 6
		SP:Iteration 41Q (49602.070000 sec): 3 clusters
  Score: Raw -1770438.448203 + Penalty 3156.486617 = -1767281.961586
  nChanged 6
		SP:Iteration 42Q (49602.370000 sec): 3 clusters
  Score: Raw -1770441.466378 + Penalty 3156.486617 = -1767284.979762
  nChanged 4
		SP:Iteration 43Q (49602.680000 sec): 3 clusters
  Score: Raw -1770443.707655 + Penalty 3156.486617 = -1767287.221039
  nChanged 4
		SP:Iteration 44Q (49602.940000 sec): 3 clusters
  Score: Raw -1770445.254355 + Penalty 3156.486617 = -1767288.767738
  nChanged 5
		SP:Iteration 45Q (49603.240000 sec): 3 clusters
  Score: Raw -1770447.475327 + Penalty 3156.486617 = -1767290.988711
  nChanged 3
		SP:Iteration 46Q (49603.530000 sec): 3 clusters
  Score: Raw -1770448.449081 + Penalty 3156.486617 = -1767291.962464
  nChanged 1
		SP:Iteration 47Q (49603.830000 sec): 3 clusters
  Score: Raw -1770448.865847 + Penalty 3156.486617 = -1767292.379231
  nChanged 1
		SP:Iteration 48Q (49604.130000 sec): 3 clusters
  Score: Raw -1770449.560785 + Penalty 3156.486617 = -1767293.074169
  nChanged 2
		SP:Iteration 49Q (49604.420000 sec): 3 clusters
  Score: Raw -1770450.258014 + Penalty 3156.486617 = -1767293.771397
  nChanged 1
		SP:Iteration 50Q (49604.720000 sec): 3 clusters
  Score: Raw -1770450.767670 + Penalty 3156.486617 = -1767294.281053
  nChanged 1
		SP:Iteration 51Q (49605.010000 sec): 3 clusters
  Score: Raw -1770450.968388 + Penalty 3156.486617 = -1767294.481771
  nChanged 0
		SP:Iteration 52F (49605.310000 sec): 3 clusters
  Score: Raw -1770450.968388 + Penalty 3156.486617 = -1767294.481771
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49605.640000 sec): 2 clusters
  Score: Raw -4385118.493954 + Penalty 1726.064749 = -4383392.429205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49606.190000 sec): 3 clusters
  Score: Raw -4359334.056797 + Penalty 3452.129498 = -4355881.927300
  nChanged 19103
		SP:Iteration 1F (49606.660000 sec): 3 clusters
  Score: Raw -4370321.810762 + Penalty 3452.129498 = -4366869.681264
  nChanged 1711
		SP:Iteration 2Q (49607.180000 sec): 3 clusters
  Score: Raw -4370937.735909 + Penalty 3452.129498 = -4367485.606411
  nChanged 1900
		SP:Iteration 3Q (49607.740000 sec): 3 clusters
  Score: Raw -4371828.122071 + Penalty 3452.129498 = -4368375.992573
  nChanged 2347
		SP:Iteration 4F (49608.220000 sec): 3 clusters
  Score: Raw -4373280.348805 + Penalty 3452.129498 = -4369828.219307
  nChanged 2896
		SP:Iteration 5F (49608.700000 sec): 3 clusters
  Score: Raw -4375552.349309 + Penalty 3452.129498 = -4372100.219811
  nChanged 3179
		SP:Iteration 6F (49609.180000 sec): 3 clusters
  Score: Raw -4378375.899868 + Penalty 3452.129498 = -4374923.770370
  nChanged 2929
		SP:Iteration 7F (49609.670000 sec): 3 clusters
  Score: Raw -4381078.383880 + Penalty 3452.129498 = -4377626.254382
  nChanged 2129
		SP:Iteration 8F (49610.160000 sec): 3 clusters
  Score: Raw -4383038.037049 + Penalty 3452.129498 = -4379585.907551
  nChanged 1298
		SP:Iteration 9Q (49610.650000 sec): 3 clusters
  Score: Raw -4384177.923473 + Penalty 3452.129498 = -4380725.793976
  nChanged 651
		SP:Iteration 10Q (49611.110000 sec): 3 clusters
  Score: Raw -4384727.013496 + Penalty 3452.129498 = -4381274.883999
  nChanged 306
		SP:Iteration 11Q (49611.610000 sec): 3 clusters
  Score: Raw -4384995.350690 + Penalty 3452.129498 = -4381543.221193
  nChanged 147
		SP:Iteration 12Q (49612.100000 sec): 3 clusters
  Score: Raw -4385134.017545 + Penalty 3452.129498 = -4381681.888047
  nChanged 63
		SP:Iteration 13Q (49612.600000 sec): 3 clusters
  Score: Raw -4385201.240295 + Penalty 3452.129498 = -4381749.110797
  nChanged 35
		SP:Iteration 14Q (49613.100000 sec): 3 clusters
  Score: Raw -4385242.470153 + Penalty 3452.129498 = -4381790.340655
  nChanged 24
		SP:Iteration 15Q (49613.600000 sec): 3 clusters
  Score: Raw -4385269.888902 + Penalty 3452.129498 = -4381817.759404
  nChanged 14
		SP:Iteration 16Q (49613.930000 sec): 3 clusters
  Score: Raw -4385285.924794 + Penalty 3452.129498 = -4381833.795296
  nChanged 13
		SP:Iteration 17Q (49614.320000 sec): 3 clusters
  Score: Raw -4385301.592074 + Penalty 3452.129498 = -4381849.462576
  nChanged 10
		SP:Iteration 18Q (49614.740000 sec): 3 clusters
  Score: Raw -4385309.128671 + Penalty 3452.129498 = -4381856.999173
  nChanged 6
		SP:Iteration 19Q (49615.160000 sec): 3 clusters
  Score: Raw -4385314.235872 + Penalty 3452.129498 = -4381862.106374
  nChanged 8
		SP:Iteration 20F (49615.550000 sec): 3 clusters
  Score: Raw -4385325.894717 + Penalty 3452.129498 = -4381873.765220
  nChanged 5
		SP:Iteration 21Q (49615.880000 sec): 3 clusters
  Score: Raw -4385332.549177 + Penalty 3452.129498 = -4381880.419680
  nChanged 7
		SP:Iteration 22Q (49616.300000 sec): 3 clusters
  Score: Raw -4385341.699421 + Penalty 3452.129498 = -4381889.569923
  nChanged 5
		SP:Iteration 23Q (49616.660000 sec): 3 clusters
  Score: Raw -4385347.541172 + Penalty 3452.129498 = -4381895.411675
  nChanged 6
		SP:Iteration 24Q (49617.070000 sec): 3 clusters
  Score: Raw -4385353.526371 + Penalty 3452.129498 = -4381901.396873
  nChanged 2
		SP:Iteration 25Q (49617.430000 sec): 3 clusters
  Score: Raw -4385355.584219 + Penalty 3452.129498 = -4381903.454721
  nChanged 1
		SP:Iteration 26Q (49617.850000 sec): 3 clusters
  Score: Raw -4385356.173608 + Penalty 3452.129498 = -4381904.044111
  nChanged 1
		SP:Iteration 27Q (49618.250000 sec): 3 clusters
  Score: Raw -4385358.134969 + Penalty 3452.129498 = -4381906.005471
  nChanged 1
		SP:Iteration 28Q (49618.600000 sec): 3 clusters
  Score: Raw -4385359.447910 + Penalty 3452.129498 = -4381907.318413
  nChanged 1
		SP:Iteration 29Q (49618.960000 sec): 3 clusters
  Score: Raw -4385360.341269 + Penalty 3452.129498 = -4381908.211771
  nChanged 0
		SP:Iteration 30F (49619.410000 sec): 3 clusters
  Score: Raw -4385360.341269 + Penalty 3452.129498 = -4381908.211771
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49619.530000 sec): 2 clusters
  Score: Raw -77337.689839 + Penalty 1109.665712 = -76228.024127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49619.770000 sec): 3 clusters
  Score: Raw -77116.085044 + Penalty 2219.331423 = -74896.753621
  nChanged 287
		SP:Iteration 1F (49619.970000 sec): 3 clusters
  Score: Raw -77498.445982 + Penalty 2219.331423 = -75279.114558
  nChanged 93
		SP:Iteration 2F (49620.110000 sec): 3 clusters
  Score: Raw -77724.389989 + Penalty 2219.331423 = -75505.058565
  nChanged 70
		SP:Iteration 3F (49620.270000 sec): 3 clusters
  Score: Raw -77911.846477 + Penalty 2219.331423 = -75692.515054
  nChanged 56
		SP:Iteration 4F (49620.400000 sec): 3 clusters
  Score: Raw -78043.078035 + Penalty 2219.331423 = -75823.746612
  nChanged 35
		SP:Iteration 5Q (49620.530000 sec): 3 clusters
  Score: Raw -78106.399024 + Penalty 2219.331423 = -75887.067601
  nChanged 21
		SP:Iteration 6Q (49620.690000 sec): 3 clusters
  Score: Raw -78139.543930 + Penalty 2219.331423 = -75920.212507
  nChanged 8
		SP:Iteration 7Q (49620.830000 sec): 3 clusters
  Score: Raw -78151.121522 + Penalty 2219.331423 = -75931.790098
  nChanged 3
		SP:Iteration 8Q (49620.970000 sec): 3 clusters
  Score: Raw -78157.326551 + Penalty 2219.331423 = -75937.995127
  nChanged 4
		SP:Iteration 9Q (49621.100000 sec): 3 clusters
  Score: Raw -78162.466445 + Penalty 2219.331423 = -75943.135022
  nChanged 1
		SP:Iteration 10Q (49621.240000 sec): 3 clusters
  Score: Raw -78163.390496 + Penalty 2219.331423 = -75944.059072
  nChanged 1
		SP:Iteration 11Q (49621.390000 sec): 3 clusters
  Score: Raw -78164.686384 + Penalty 2219.331423 = -75945.354960
  nChanged 1
		SP:Iteration 12Q (49621.540000 sec): 3 clusters
  Score: Raw -78165.488755 + Penalty 2219.331423 = -75946.157331
  nChanged 0
		SP:Iteration 13F (49621.690000 sec): 3 clusters
  Score: Raw -78165.488755 + Penalty 2219.331423 = -75946.157331
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49621.810000 sec): 2 clusters
  Score: Raw -55694.231582 + Penalty 1030.021538 = -54664.210044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49621.980000 sec): 3 clusters
  Score: Raw -55621.727821 + Penalty 2060.043075 = -53561.684745
  nChanged 120
		SP:Iteration 1F (49622.200000 sec): 3 clusters
  Score: Raw -55763.550164 + Penalty 2060.043075 = -53703.507088
  nChanged 36
		SP:Iteration 2F (49622.320000 sec): 3 clusters
  Score: Raw -55805.649624 + Penalty 2060.043075 = -53745.606549
  nChanged 15
		SP:Iteration 3Q (49622.460000 sec): 3 clusters
  Score: Raw -55819.205654 + Penalty 2060.043075 = -53759.162579
  nChanged 7
		SP:Iteration 4Q (49622.590000 sec): 3 clusters
  Score: Raw -55827.060737 + Penalty 2060.043075 = -53767.017662
  nChanged 9
		SP:Iteration 5Q (49622.730000 sec): 3 clusters
  Score: Raw -55835.920921 + Penalty 2060.043075 = -53775.877845
  nChanged 13
		SP:Iteration 6Q (49622.820000 sec): 3 clusters
  Score: Raw -55856.429736 + Penalty 2060.043075 = -53796.386661
  nChanged 13
		SP:Iteration 7Q (49622.960000 sec): 3 clusters
  Score: Raw -55869.090806 + Penalty 2060.043075 = -53809.047730
  nChanged 8
		SP:Iteration 8Q (49623.110000 sec): 3 clusters
  Score: Raw -55880.813888 + Penalty 2060.043075 = -53820.770813
  nChanged 8
		SP:Iteration 9Q (49623.240000 sec): 3 clusters
  Score: Raw -55888.204145 + Penalty 2060.043075 = -53828.161070
  nChanged 10
		SP:Iteration 10Q (49623.390000 sec): 3 clusters
  Score: Raw -55901.505562 + Penalty 2060.043075 = -53841.462487
  nChanged 10
		SP:Iteration 11Q (49623.560000 sec): 3 clusters
  Score: Raw -55919.612758 + Penalty 2060.043075 = -53859.569683
  nChanged 15
		SP:Iteration 12Q (49623.700000 sec): 3 clusters
  Score: Raw -55946.136231 + Penalty 2060.043075 = -53886.093156
  nChanged 10
		SP:Iteration 13Q (49623.900000 sec): 3 clusters
  Score: Raw -55967.738263 + Penalty 2060.043075 = -53907.695187
  nChanged 11
		SP:Iteration 14Q (49624.040000 sec): 3 clusters
  Score: Raw -55991.689156 + Penalty 2060.043075 = -53931.646080
  nChanged 10
		SP:Iteration 15Q (49624.200000 sec): 3 clusters
  Score: Raw -56013.907425 + Penalty 2060.043075 = -53953.864350
  nChanged 10
		SP:Iteration 16Q (49624.330000 sec): 3 clusters
  Score: Raw -56032.140140 + Penalty 2060.043075 = -53972.097065
  nChanged 4
		SP:Iteration 17Q (49624.520000 sec): 3 clusters
  Score: Raw -56041.411543 + Penalty 2060.043075 = -53981.368468
  nChanged 4
		SP:Iteration 18Q (49624.650000 sec): 3 clusters
  Score: Raw -56056.676202 + Penalty 2060.043075 = -53996.633127
  nChanged 1
		SP:Iteration 19Q (49624.780000 sec): 3 clusters
  Score: Raw -56074.246810 + Penalty 2060.043075 = -54014.203734
  nChanged 2
		SP:Iteration 20F (49624.920000 sec): 3 clusters
  Score: Raw -56093.505894 + Penalty 2060.043075 = -54033.462819
  nChanged 1
		SP:Iteration 21Q (49625.050000 sec): 3 clusters
  Score: Raw -56096.198547 + Penalty 2060.043075 = -54036.155471
  nChanged 0
		SP:Iteration 22F (49625.190000 sec): 3 clusters
  Score: Raw -56096.198547 + Penalty 2060.043075 = -54036.155471
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49625.320000 sec): 2 clusters
  Score: Raw -321748.084509 + Penalty 1317.161528 = -320430.922981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49625.550000 sec): 3 clusters
  Score: Raw -320128.518272 + Penalty 2634.323056 = -317494.195217
  nChanged 1284
		SP:Iteration 1F (49625.660000 sec): 3 clusters
  Score: Raw -320928.737306 + Penalty 2634.323056 = -318294.414251
  nChanged 281
		SP:Iteration 2F (49625.800000 sec): 3 clusters
  Score: Raw -321135.287937 + Penalty 2634.323056 = -318500.964881
  nChanged 214
		SP:Iteration 3F (49625.940000 sec): 3 clusters
  Score: Raw -321289.991217 + Penalty 2634.323056 = -318655.668162
  nChanged 177
		SP:Iteration 4F (49626.090000 sec): 3 clusters
  Score: Raw -321422.962863 + Penalty 2634.323056 = -318788.639807
  nChanged 152
		SP:Iteration 5Q (49626.230000 sec): 3 clusters
  Score: Raw -321540.506835 + Penalty 2634.323056 = -318906.183779
  nChanged 137
		SP:Iteration 6Q (49626.330000 sec): 3 clusters
  Score: Raw -321642.694342 + Penalty 2634.323056 = -319008.371286
  nChanged 98
		SP:Iteration 7Q (49626.420000 sec): 3 clusters
  Score: Raw -321705.137630 + Penalty 2634.323056 = -319070.814574
  nChanged 67
		SP:Iteration 8Q (49626.520000 sec): 3 clusters
  Score: Raw -321746.944595 + Penalty 2634.323056 = -319112.621539
  nChanged 44
		SP:Iteration 9Q (49626.660000 sec): 3 clusters
  Score: Raw -321781.240753 + Penalty 2634.323056 = -319146.917697
  nChanged 37
		SP:Iteration 10Q (49626.760000 sec): 3 clusters
  Score: Raw -321802.607090 + Penalty 2634.323056 = -319168.284034
  nChanged 25
		SP:Iteration 11Q (49626.900000 sec): 3 clusters
  Score: Raw -321816.014972 + Penalty 2634.323056 = -319181.691917
  nChanged 13
		SP:Iteration 12Q (49627.040000 sec): 3 clusters
  Score: Raw -321822.387744 + Penalty 2634.323056 = -319188.064689
  nChanged 12
		SP:Iteration 13Q (49627.220000 sec): 3 clusters
  Score: Raw -321828.608339 + Penalty 2634.323056 = -319194.285283
  nChanged 11
		SP:Iteration 14Q (49627.360000 sec): 3 clusters
  Score: Raw -321836.147360 + Penalty 2634.323056 = -319201.824304
  nChanged 13
		SP:Iteration 15Q (49627.510000 sec): 3 clusters
  Score: Raw -321843.671062 + Penalty 2634.323056 = -319209.348006
  nChanged 8
		SP:Iteration 16Q (49627.630000 sec): 3 clusters
  Score: Raw -321847.543464 + Penalty 2634.323056 = -319213.220408
  nChanged 7
		SP:Iteration 17Q (49627.800000 sec): 3 clusters
  Score: Raw -321851.633839 + Penalty 2634.323056 = -319217.310784
  nChanged 8
		SP:Iteration 18Q (49627.940000 sec): 3 clusters
  Score: Raw -321856.743787 + Penalty 2634.323056 = -319222.420731
  nChanged 9
		SP:Iteration 19Q (49628.080000 sec): 3 clusters
  Score: Raw -321860.842396 + Penalty 2634.323056 = -319226.519341
  nChanged 9
		SP:Iteration 20F (49628.230000 sec): 3 clusters
  Score: Raw -321865.689658 + Penalty 2634.323056 = -319231.366602
  nChanged 6
		SP:Iteration 21Q (49628.370000 sec): 3 clusters
  Score: Raw -321868.991446 + Penalty 2634.323056 = -319234.668390
  nChanged 5
		SP:Iteration 22Q (49628.560000 sec): 3 clusters
  Score: Raw -321871.580238 + Penalty 2634.323056 = -319237.257182
  nChanged 7
		SP:Iteration 23Q (49628.700000 sec): 3 clusters
  Score: Raw -321874.913723 + Penalty 2634.323056 = -319240.590667
  nChanged 4
		SP:Iteration 24Q (49628.850000 sec): 3 clusters
  Score: Raw -321878.366710 + Penalty 2634.323056 = -319244.043654
  nChanged 3
		SP:Iteration 25Q (49628.990000 sec): 3 clusters
  Score: Raw -321880.002839 + Penalty 2634.323056 = -319245.679784
  nChanged 1
		SP:Iteration 26Q (49629.140000 sec): 3 clusters
  Score: Raw -321880.771706 + Penalty 2634.323056 = -319246.448651
  nChanged 0
		SP:Iteration 27F (49629.280000 sec): 3 clusters
  Score: Raw -321880.771706 + Penalty 2634.323056 = -319246.448651
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49629.350000 sec): 2 clusters
  Score: Raw -149695.269747 + Penalty 1213.818803 = -148481.450944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49629.460000 sec): 3 clusters
  Score: Raw -149058.604204 + Penalty 2427.637606 = -146630.966598
  nChanged 611
		SP:Iteration 1F (49629.600000 sec): 3 clusters
  Score: Raw -149622.460953 + Penalty 2427.637606 = -147194.823347
  nChanged 179
		SP:Iteration 2F (49629.760000 sec): 3 clusters
  Score: Raw -149839.202398 + Penalty 2427.637606 = -147411.564792
  nChanged 110
		SP:Iteration 3F (49629.890000 sec): 3 clusters
  Score: Raw -149973.498381 + Penalty 2427.637606 = -147545.860775
  nChanged 86
		SP:Iteration 4Q (49630.060000 sec): 3 clusters
  Score: Raw -150106.776668 + Penalty 2427.637606 = -147679.139062
  nChanged 71
		SP:Iteration 5Q (49630.200000 sec): 3 clusters
  Score: Raw -150203.154209 + Penalty 2427.637606 = -147775.516603
  nChanged 56
		SP:Iteration 6Q (49630.380000 sec): 3 clusters
  Score: Raw -150249.086238 + Penalty 2427.637606 = -147821.448632
  nChanged 15
		SP:Iteration 7Q (49630.520000 sec): 3 clusters
  Score: Raw -150258.156967 + Penalty 2427.637606 = -147830.519360
  nChanged 14
		SP:Iteration 8Q (49630.630000 sec): 3 clusters
  Score: Raw -150269.758622 + Penalty 2427.637606 = -147842.121016
  nChanged 8
		SP:Iteration 9Q (49630.760000 sec): 3 clusters
  Score: Raw -150277.370375 + Penalty 2427.637606 = -147849.732769
  nChanged 8
		SP:Iteration 10Q (49630.900000 sec): 3 clusters
  Score: Raw -150284.357793 + Penalty 2427.637606 = -147856.720187
  nChanged 9
		SP:Iteration 11Q (49631.030000 sec): 3 clusters
  Score: Raw -150290.837238 + Penalty 2427.637606 = -147863.199632
  nChanged 8
		SP:Iteration 12Q (49631.170000 sec): 3 clusters
  Score: Raw -150298.193461 + Penalty 2427.637606 = -147870.555855
  nChanged 8
		SP:Iteration 13Q (49631.370000 sec): 3 clusters
  Score: Raw -150307.640954 + Penalty 2427.637606 = -147880.003348
  nChanged 15
		SP:Iteration 14Q (49631.580000 sec): 3 clusters
  Score: Raw -150320.587645 + Penalty 2427.637606 = -147892.950038
  nChanged 17
		SP:Iteration 15Q (49631.760000 sec): 3 clusters
  Score: Raw -150331.331696 + Penalty 2427.637606 = -147903.694090
  nChanged 15
		SP:Iteration 16Q (49631.920000 sec): 3 clusters
  Score: Raw -150339.134310 + Penalty 2427.637606 = -147911.496704
  nChanged 14
		SP:Iteration 17Q (49632.080000 sec): 3 clusters
  Score: Raw -150345.771652 + Penalty 2427.637606 = -147918.134046
  nChanged 8
		SP:Iteration 18Q (49632.280000 sec): 3 clusters
  Score: Raw -150352.439884 + Penalty 2427.637606 = -147924.802278
  nChanged 12
		SP:Iteration 19Q (49632.500000 sec): 3 clusters
  Score: Raw -150360.031316 + Penalty 2427.637606 = -147932.393710
  nChanged 8
		SP:Iteration 20F (49632.690000 sec): 3 clusters
  Score: Raw -150373.137562 + Penalty 2427.637606 = -147945.499956
  nChanged 9
		SP:Iteration 21Q (49632.810000 sec): 3 clusters
  Score: Raw -150409.719868 + Penalty 2427.637606 = -147982.082262
  nChanged 17
		SP:Iteration 22Q (49632.980000 sec): 3 clusters
  Score: Raw -150421.737780 + Penalty 2427.637606 = -147994.100174
  nChanged 14
		SP:Iteration 23Q (49633.150000 sec): 3 clusters
  Score: Raw -150428.363443 + Penalty 2427.637606 = -148000.725837
  nChanged 6
		SP:Iteration 24Q (49633.350000 sec): 3 clusters
  Score: Raw -150431.895647 + Penalty 2427.637606 = -148004.258041
  nChanged 9
		SP:Iteration 25Q (49633.530000 sec): 3 clusters
  Score: Raw -150437.760003 + Penalty 2427.637606 = -148010.122396
  nChanged 12
		SP:Iteration 26Q (49633.720000 sec): 3 clusters
  Score: Raw -150445.850513 + Penalty 2427.637606 = -148018.212906
  nChanged 10
		SP:Iteration 27Q (49633.900000 sec): 3 clusters
  Score: Raw -150452.108454 + Penalty 2427.637606 = -148024.470848
  nChanged 11
		SP:Iteration 28Q (49634.070000 sec): 3 clusters
  Score: Raw -150458.123164 + Penalty 2427.637606 = -148030.485557
  nChanged 9
		SP:Iteration 29Q (49634.200000 sec): 3 clusters
  Score: Raw -150462.899342 + Penalty 2427.637606 = -148035.261736
  nChanged 11
		SP:Iteration 30Q (49634.340000 sec): 3 clusters
  Score: Raw -150472.719154 + Penalty 2427.637606 = -148045.081547
  nChanged 12
		SP:Iteration 31Q (49634.480000 sec): 3 clusters
  Score: Raw -150480.552036 + Penalty 2427.637606 = -148052.914430
  nChanged 10
		SP:Iteration 32Q (49634.560000 sec): 3 clusters
  Score: Raw -150494.710704 + Penalty 2427.637606 = -148067.073098
  nChanged 16
		SP:Iteration 33Q (49634.700000 sec): 3 clusters
  Score: Raw -150516.392267 + Penalty 2427.637606 = -148088.754661
  nChanged 15
		SP:Iteration 34Q (49634.840000 sec): 3 clusters
  Score: Raw -150538.431477 + Penalty 2427.637606 = -148110.793871
  nChanged 23
		SP:Iteration 35Q (49634.990000 sec): 3 clusters
  Score: Raw -150579.380230 + Penalty 2427.637606 = -148151.742624
  nChanged 19
		SP:Iteration 36Q (49635.090000 sec): 3 clusters
  Score: Raw -150596.978180 + Penalty 2427.637606 = -148169.340574
  nChanged 12
		SP:Iteration 37Q (49635.230000 sec): 3 clusters
  Score: Raw -150609.462415 + Penalty 2427.637606 = -148181.824809
  nChanged 11
		SP:Iteration 38Q (49635.320000 sec): 3 clusters
  Score: Raw -150621.828102 + Penalty 2427.637606 = -148194.190496
  nChanged 10
		SP:Iteration 39Q (49635.470000 sec): 3 clusters
  Score: Raw -150628.053326 + Penalty 2427.637606 = -148200.415720
  nChanged 8
		SP:Iteration 40F (49635.570000 sec): 3 clusters
  Score: Raw -150635.090732 + Penalty 2427.637606 = -148207.453126
  nChanged 12
		SP:Iteration 41Q (49635.660000 sec): 3 clusters
  Score: Raw -150644.583700 + Penalty 2427.637606 = -148216.946093
  nChanged 7
		SP:Iteration 42Q (49635.810000 sec): 3 clusters
  Score: Raw -150648.121214 + Penalty 2427.637606 = -148220.483608
  nChanged 1
		SP:Iteration 43Q (49635.900000 sec): 3 clusters
  Score: Raw -150648.414133 + Penalty 2427.637606 = -148220.776527
  nChanged 1
		SP:Iteration 44Q (49636.000000 sec): 3 clusters
  Score: Raw -150648.636506 + Penalty 2427.637606 = -148220.998900
  nChanged 0
		SP:Iteration 45F (49636.100000 sec): 3 clusters
  Score: Raw -150648.636506 + Penalty 2427.637606 = -148220.998900
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49636.180000 sec): 2 clusters
  Score: Raw -228188.674399 + Penalty 1271.926647 = -226916.747753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49636.320000 sec): 3 clusters
  Score: Raw -227089.400632 + Penalty 2543.853293 = -224545.547339
  nChanged 960
		SP:Iteration 1F (49636.460000 sec): 3 clusters
  Score: Raw -227690.298978 + Penalty 2543.853293 = -225146.445685
  nChanged 195
		SP:Iteration 2F (49636.610000 sec): 3 clusters
  Score: Raw -227832.019236 + Penalty 2543.853293 = -225288.165943
  nChanged 127
		SP:Iteration 3F (49636.710000 sec): 3 clusters
  Score: Raw -227929.389229 + Penalty 2543.853293 = -225385.535936
  nChanged 105
		SP:Iteration 4Q (49636.800000 sec): 3 clusters
  Score: Raw -228003.130097 + Penalty 2543.853293 = -225459.276804
  nChanged 91
		SP:Iteration 5Q (49636.940000 sec): 3 clusters
  Score: Raw -228063.707419 + Penalty 2543.853293 = -225519.854126
  nChanged 59
		SP:Iteration 6Q (49637.040000 sec): 3 clusters
  Score: Raw -228113.739185 + Penalty 2543.853293 = -225569.885892
  nChanged 63
		SP:Iteration 7Q (49637.190000 sec): 3 clusters
  Score: Raw -228156.832798 + Penalty 2543.853293 = -225612.979505
  nChanged 58
		SP:Iteration 8Q (49637.330000 sec): 3 clusters
  Score: Raw -228188.693647 + Penalty 2543.853293 = -225644.840353
  nChanged 41
		SP:Iteration 9Q (49637.480000 sec): 3 clusters
  Score: Raw -228209.306265 + Penalty 2543.853293 = -225665.452972
  nChanged 35
		SP:Iteration 10Q (49637.620000 sec): 3 clusters
  Score: Raw -228227.182829 + Penalty 2543.853293 = -225683.329536
  nChanged 34
		SP:Iteration 11Q (49637.760000 sec): 3 clusters
  Score: Raw -228245.291075 + Penalty 2543.853293 = -225701.437782
  nChanged 33
		SP:Iteration 12Q (49637.910000 sec): 3 clusters
  Score: Raw -228255.934266 + Penalty 2543.853293 = -225712.080972
  nChanged 20
		SP:Iteration 13Q (49638.050000 sec): 3 clusters
  Score: Raw -228262.459951 + Penalty 2543.853293 = -225718.606658
  nChanged 11
		SP:Iteration 14Q (49638.200000 sec): 3 clusters
  Score: Raw -228265.320271 + Penalty 2543.853293 = -225721.466978
  nChanged 9
		SP:Iteration 15Q (49638.340000 sec): 3 clusters
  Score: Raw -228268.202923 + Penalty 2543.853293 = -225724.349630
  nChanged 5
		SP:Iteration 16Q (49638.480000 sec): 3 clusters
  Score: Raw -228270.146083 + Penalty 2543.853293 = -225726.292790
  nChanged 5
		SP:Iteration 17Q (49638.630000 sec): 3 clusters
  Score: Raw -228272.267659 + Penalty 2543.853293 = -225728.414366
  nChanged 11
		SP:Iteration 18Q (49638.770000 sec): 3 clusters
  Score: Raw -228275.945575 + Penalty 2543.853293 = -225732.092282
  nChanged 10
		SP:Iteration 19Q (49638.920000 sec): 3 clusters
  Score: Raw -228280.312423 + Penalty 2543.853293 = -225736.459129
  nChanged 8
		SP:Iteration 20F (49639.060000 sec): 3 clusters
  Score: Raw -228283.174194 + Penalty 2543.853293 = -225739.320901
  nChanged 10
		SP:Iteration 21Q (49639.200000 sec): 3 clusters
  Score: Raw -228287.020486 + Penalty 2543.853293 = -225743.167193
  nChanged 10
		SP:Iteration 22Q (49639.350000 sec): 3 clusters
  Score: Raw -228291.046183 + Penalty 2543.853293 = -225747.192890
  nChanged 9
		SP:Iteration 23Q (49639.490000 sec): 3 clusters
  Score: Raw -228293.656834 + Penalty 2543.853293 = -225749.803541
  nChanged 3
		SP:Iteration 24Q (49639.640000 sec): 3 clusters
  Score: Raw -228294.944462 + Penalty 2543.853293 = -225751.091169
  nChanged 2
		SP:Iteration 25Q (49639.730000 sec): 3 clusters
  Score: Raw -228295.438240 + Penalty 2543.853293 = -225751.584947
  nChanged 1
		SP:Iteration 26Q (49639.870000 sec): 3 clusters
  Score: Raw -228295.604756 + Penalty 2543.853293 = -225751.751463
  nChanged 1
		SP:Iteration 27Q (49640.020000 sec): 3 clusters
  Score: Raw -228295.732159 + Penalty 2543.853293 = -225751.878866
  nChanged 1
		SP:Iteration 28Q (49640.110000 sec): 3 clusters
  Score: Raw -228295.879100 + Penalty 2543.853293 = -225752.025807
  nChanged 1
		SP:Iteration 29Q (49640.210000 sec): 3 clusters
  Score: Raw -228296.106156 + Penalty 2543.853293 = -225752.252863
  nChanged 1
		SP:Iteration 30Q (49640.360000 sec): 3 clusters
  Score: Raw -228296.337115 + Penalty 2543.853293 = -225752.483822
  nChanged 2
		SP:Iteration 31Q (49640.500000 sec): 3 clusters
  Score: Raw -228296.690189 + Penalty 2543.853293 = -225752.836896
  nChanged 5
		SP:Iteration 32Q (49640.640000 sec): 3 clusters
  Score: Raw -228298.730985 + Penalty 2543.853293 = -225754.877692
  nChanged 3
		SP:Iteration 33Q (49640.790000 sec): 3 clusters
  Score: Raw -228299.978096 + Penalty 2543.853293 = -225756.124803
  nChanged 6
		SP:Iteration 34Q (49640.930000 sec): 3 clusters
  Score: Raw -228301.369786 + Penalty 2543.853293 = -225757.516492
  nChanged 4
		SP:Iteration 35Q (49641.080000 sec): 3 clusters
  Score: Raw -228304.043287 + Penalty 2543.853293 = -225760.189994
  nChanged 4
		SP:Iteration 36Q (49641.170000 sec): 3 clusters
  Score: Raw -228304.572717 + Penalty 2543.853293 = -225760.719424
  nChanged 1
		SP:Iteration 37Q (49641.310000 sec): 3 clusters
  Score: Raw -228304.758268 + Penalty 2543.853293 = -225760.904975
  nChanged 2
		SP:Iteration 38Q (49641.450000 sec): 3 clusters
  Score: Raw -228305.483330 + Penalty 2543.853293 = -225761.630037
  nChanged 7
		SP:Iteration 39Q (49641.590000 sec): 3 clusters
  Score: Raw -228308.134767 + Penalty 2543.853293 = -225764.281474
  nChanged 3
		SP:Iteration 40F (49641.690000 sec): 3 clusters
  Score: Raw -228308.665195 + Penalty 2543.853293 = -225764.811902
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49641.800000 sec): 2 clusters
  Score: Raw -238497.497550 + Penalty 1272.120908 = -237225.376642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49641.930000 sec): 3 clusters
  Score: Raw -237372.533627 + Penalty 2544.241817 = -234828.291810
  nChanged 933
		SP:Iteration 1F (49642.070000 sec): 3 clusters
  Score: Raw -237949.506833 + Penalty 2544.241817 = -235405.265016
  nChanged 195
		SP:Iteration 2F (49642.260000 sec): 3 clusters
  Score: Raw -238099.832128 + Penalty 2544.241817 = -235555.590311
  nChanged 146
		SP:Iteration 3F (49642.430000 sec): 3 clusters
  Score: Raw -238208.960993 + Penalty 2544.241817 = -235664.719176
  nChanged 106
		SP:Iteration 4Q (49642.570000 sec): 3 clusters
  Score: Raw -238279.861553 + Penalty 2544.241817 = -235735.619736
  nChanged 76
		SP:Iteration 5Q (49642.660000 sec): 3 clusters
  Score: Raw -238332.403433 + Penalty 2544.241817 = -235788.161616
  nChanged 65
		SP:Iteration 6Q (49642.760000 sec): 3 clusters
  Score: Raw -238368.770597 + Penalty 2544.241817 = -235824.528780
  nChanged 51
		SP:Iteration 7Q (49642.860000 sec): 3 clusters
  Score: Raw -238397.863049 + Penalty 2544.241817 = -235853.621232
  nChanged 52
		SP:Iteration 8Q (49642.960000 sec): 3 clusters
  Score: Raw -238431.843537 + Penalty 2544.241817 = -235887.601721
  nChanged 46
		SP:Iteration 9Q (49643.100000 sec): 3 clusters
  Score: Raw -238463.329899 + Penalty 2544.241817 = -235919.088082
  nChanged 45
		SP:Iteration 10Q (49643.240000 sec): 3 clusters
  Score: Raw -238488.528424 + Penalty 2544.241817 = -235944.286608
  nChanged 29
		SP:Iteration 11Q (49643.390000 sec): 3 clusters
  Score: Raw -238501.088224 + Penalty 2544.241817 = -235956.846407
  nChanged 28
		SP:Iteration 12Q (49643.530000 sec): 3 clusters
  Score: Raw -238512.776022 + Penalty 2544.241817 = -235968.534205
  nChanged 22
		SP:Iteration 13Q (49643.630000 sec): 3 clusters
  Score: Raw -238522.424915 + Penalty 2544.241817 = -235978.183098
  nChanged 21
		SP:Iteration 14Q (49643.770000 sec): 3 clusters
  Score: Raw -238531.596518 + Penalty 2544.241817 = -235987.354701
  nChanged 25
		SP:Iteration 15Q (49643.870000 sec): 3 clusters
  Score: Raw -238540.334422 + Penalty 2544.241817 = -235996.092605
  nChanged 15
		SP:Iteration 16Q (49643.970000 sec): 3 clusters
  Score: Raw -238546.099538 + Penalty 2544.241817 = -236001.857721
  nChanged 10
		SP:Iteration 17Q (49644.130000 sec): 3 clusters
  Score: Raw -238549.617092 + Penalty 2544.241817 = -236005.375276
  nChanged 10
		SP:Iteration 18Q (49644.220000 sec): 3 clusters
  Score: Raw -238552.448737 + Penalty 2544.241817 = -236008.206921
  nChanged 11
		SP:Iteration 19Q (49644.370000 sec): 3 clusters
  Score: Raw -238556.687425 + Penalty 2544.241817 = -236012.445608
  nChanged 14
		SP:Iteration 20F (49644.470000 sec): 3 clusters
  Score: Raw -238561.489625 + Penalty 2544.241817 = -236017.247808
  nChanged 18
		SP:Iteration 21Q (49644.610000 sec): 3 clusters
  Score: Raw -238568.467827 + Penalty 2544.241817 = -236024.226010
  nChanged 11
		SP:Iteration 22Q (49644.710000 sec): 3 clusters
  Score: Raw -238575.128947 + Penalty 2544.241817 = -236030.887130
  nChanged 8
		SP:Iteration 23Q (49644.800000 sec): 3 clusters
  Score: Raw -238577.539795 + Penalty 2544.241817 = -236033.297978
  nChanged 9
		SP:Iteration 24Q (49644.900000 sec): 3 clusters
  Score: Raw -238580.344620 + Penalty 2544.241817 = -236036.102804
  nChanged 9
		SP:Iteration 25Q (49645.010000 sec): 3 clusters
  Score: Raw -238583.573521 + Penalty 2544.241817 = -236039.331705
  nChanged 11
		SP:Iteration 26Q (49645.110000 sec): 3 clusters
  Score: Raw -238587.886041 + Penalty 2544.241817 = -236043.644224
  nChanged 5
		SP:Iteration 27Q (49645.200000 sec): 3 clusters
  Score: Raw -238589.591430 + Penalty 2544.241817 = -236045.349613
  nChanged 4
		SP:Iteration 28Q (49645.300000 sec): 3 clusters
  Score: Raw -238591.079497 + Penalty 2544.241817 = -236046.837680
  nChanged 8
		SP:Iteration 29Q (49645.400000 sec): 3 clusters
  Score: Raw -238593.977311 + Penalty 2544.241817 = -236049.735494
  nChanged 4
		SP:Iteration 30Q (49645.490000 sec): 3 clusters
  Score: Raw -238595.184407 + Penalty 2544.241817 = -236050.942590
  nChanged 3
		SP:Iteration 31Q (49645.590000 sec): 3 clusters
  Score: Raw -238596.059066 + Penalty 2544.241817 = -236051.817249
  nChanged 3
		SP:Iteration 32Q (49645.680000 sec): 3 clusters
  Score: Raw -238597.536568 + Penalty 2544.241817 = -236053.294751
  nChanged 3
		SP:Iteration 33Q (49645.780000 sec): 3 clusters
  Score: Raw -238598.126935 + Penalty 2544.241817 = -236053.885118
  nChanged 2
		SP:Iteration 34Q (49645.880000 sec): 3 clusters
  Score: Raw -238598.912889 + Penalty 2544.241817 = -236054.671072
  nChanged 5
		SP:Iteration 35Q (49645.970000 sec): 3 clusters
  Score: Raw -238600.931067 + Penalty 2544.241817 = -236056.689250
  nChanged 2
		SP:Iteration 36Q (49646.070000 sec): 3 clusters
  Score: Raw -238601.356687 + Penalty 2544.241817 = -236057.114870
  nChanged 3
		SP:Iteration 37Q (49646.160000 sec): 3 clusters
  Score: Raw -238601.896167 + Penalty 2544.241817 = -236057.654350
  nChanged 2
		SP:Iteration 38Q (49646.260000 sec): 3 clusters
  Score: Raw -238602.401301 + Penalty 2544.241817 = -236058.159484
  nChanged 1
		SP:Iteration 39Q (49646.360000 sec): 3 clusters
  Score: Raw -238602.472781 + Penalty 2544.241817 = -236058.230964
  nChanged 0
		SP:Iteration 40F (49646.450000 sec): 3 clusters
  Score: Raw -238602.472781 + Penalty 2544.241817 = -236058.230964
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49646.570000 sec): 2 clusters
  Score: Raw -270966.726845 + Penalty 1278.280075 = -269688.446770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49646.740000 sec): 3 clusters
  Score: Raw -269751.469461 + Penalty 2556.560150 = -267194.909311
  nChanged 951
		SP:Iteration 1F (49646.900000 sec): 3 clusters
  Score: Raw -270341.322977 + Penalty 2556.560150 = -267784.762827
  nChanged 200
		SP:Iteration 2F (49647.080000 sec): 3 clusters
  Score: Raw -270468.388038 + Penalty 2556.560150 = -267911.827888
  nChanged 117
		SP:Iteration 3Q (49647.180000 sec): 3 clusters
  Score: Raw -270538.640058 + Penalty 2556.560150 = -267982.079908
  nChanged 95
		SP:Iteration 4Q (49647.330000 sec): 3 clusters
  Score: Raw -270590.177386 + Penalty 2556.560150 = -268033.617236
  nChanged 75
		SP:Iteration 5Q (49647.470000 sec): 3 clusters
  Score: Raw -270637.827903 + Penalty 2556.560150 = -268081.267753
  nChanged 60
		SP:Iteration 6Q (49647.610000 sec): 3 clusters
  Score: Raw -270674.847802 + Penalty 2556.560150 = -268118.287652
  nChanged 72
		SP:Iteration 7Q (49647.760000 sec): 3 clusters
  Score: Raw -270718.631563 + Penalty 2556.560150 = -268162.071413
  nChanged 66
		SP:Iteration 8Q (49647.900000 sec): 3 clusters
  Score: Raw -270759.231655 + Penalty 2556.560150 = -268202.671505
  nChanged 75
		SP:Iteration 9Q (49648.010000 sec): 3 clusters
  Score: Raw -270812.330798 + Penalty 2556.560150 = -268255.770648
  nChanged 82
		SP:Iteration 10Q (49648.100000 sec): 3 clusters
  Score: Raw -270864.172887 + Penalty 2556.560150 = -268307.612737
  nChanged 83
		SP:Iteration 11Q (49648.200000 sec): 3 clusters
  Score: Raw -270922.736133 + Penalty 2556.560150 = -268366.175983
  nChanged 87
		SP:Iteration 12Q (49648.350000 sec): 3 clusters
  Score: Raw -270996.200757 + Penalty 2556.560150 = -268439.640607
  nChanged 93
		SP:Iteration 13Q (49648.440000 sec): 3 clusters
  Score: Raw -271060.620161 + Penalty 2556.560150 = -268504.060011
  nChanged 86
		SP:Iteration 14Q (49648.580000 sec): 3 clusters
  Score: Raw -271127.144169 + Penalty 2556.560150 = -268570.584019
  nChanged 79
		SP:Iteration 15Q (49648.680000 sec): 3 clusters
  Score: Raw -271180.661376 + Penalty 2556.560150 = -268624.101226
  nChanged 56
		SP:Iteration 16Q (49648.780000 sec): 3 clusters
  Score: Raw -271211.231746 + Penalty 2556.560150 = -268654.671596
  nChanged 56
		SP:Iteration 17Q (49648.920000 sec): 3 clusters
  Score: Raw -271243.839900 + Penalty 2556.560150 = -268687.279750
  nChanged 37
		SP:Iteration 18Q (49649.020000 sec): 3 clusters
  Score: Raw -271265.271571 + Penalty 2556.560150 = -268708.711421
  nChanged 30
		SP:Iteration 19Q (49649.160000 sec): 3 clusters
  Score: Raw -271280.871862 + Penalty 2556.560150 = -268724.311712
  nChanged 36
		SP:Iteration 20F (49649.260000 sec): 3 clusters
  Score: Raw -271303.446749 + Penalty 2556.560150 = -268746.886599
  nChanged 39
		SP:Iteration 21Q (49649.350000 sec): 3 clusters
  Score: Raw -271325.842212 + Penalty 2556.560150 = -268769.282062
  nChanged 33
		SP:Iteration 22Q (49649.450000 sec): 3 clusters
  Score: Raw -271345.307786 + Penalty 2556.560150 = -268788.747636
  nChanged 25
		SP:Iteration 23Q (49649.540000 sec): 3 clusters
  Score: Raw -271357.639745 + Penalty 2556.560150 = -268801.079595
  nChanged 21
		SP:Iteration 24Q (49649.640000 sec): 3 clusters
  Score: Raw -271368.135559 + Penalty 2556.560150 = -268811.575409
  nChanged 14
		SP:Iteration 25Q (49649.740000 sec): 3 clusters
  Score: Raw -271376.854955 + Penalty 2556.560150 = -268820.294805
  nChanged 17
		SP:Iteration 26Q (49649.830000 sec): 3 clusters
  Score: Raw -271385.044560 + Penalty 2556.560150 = -268828.484410
  nChanged 17
		SP:Iteration 27Q (49649.930000 sec): 3 clusters
  Score: Raw -271393.684565 + Penalty 2556.560150 = -268837.124415
  nChanged 16
		SP:Iteration 28Q (49650.020000 sec): 3 clusters
  Score: Raw -271401.791883 + Penalty 2556.560150 = -268845.231734
  nChanged 10
		SP:Iteration 29Q (49650.120000 sec): 3 clusters
  Score: Raw -271407.615612 + Penalty 2556.560150 = -268851.055462
  nChanged 14
		SP:Iteration 30Q (49650.220000 sec): 3 clusters
  Score: Raw -271416.805942 + Penalty 2556.560150 = -268860.245792
  nChanged 18
		SP:Iteration 31Q (49650.310000 sec): 3 clusters
  Score: Raw -271427.079275 + Penalty 2556.560150 = -268870.519125
  nChanged 15
		SP:Iteration 32Q (49650.410000 sec): 3 clusters
  Score: Raw -271433.849036 + Penalty 2556.560150 = -268877.288886
  nChanged 12
		SP:Iteration 33Q (49650.500000 sec): 3 clusters
  Score: Raw -271439.068321 + Penalty 2556.560150 = -268882.508171
  nChanged 5
		SP:Iteration 34Q (49650.600000 sec): 3 clusters
  Score: Raw -271441.342681 + Penalty 2556.560150 = -268884.782531
  nChanged 7
		SP:Iteration 35Q (49650.700000 sec): 3 clusters
  Score: Raw -271444.994286 + Penalty 2556.560150 = -268888.434136
  nChanged 3
		SP:Iteration 36Q (49650.790000 sec): 3 clusters
  Score: Raw -271446.916402 + Penalty 2556.560150 = -268890.356252
  nChanged 4
		SP:Iteration 37Q (49650.890000 sec): 3 clusters
  Score: Raw -271448.435557 + Penalty 2556.560150 = -268891.875407
  nChanged 4
		SP:Iteration 38Q (49650.980000 sec): 3 clusters
  Score: Raw -271449.971286 + Penalty 2556.560150 = -268893.411136
  nChanged 2
		SP:Iteration 39Q (49651.080000 sec): 3 clusters
  Score: Raw -271450.666236 + Penalty 2556.560150 = -268894.106086
  nChanged 2
		SP:Iteration 40F (49651.180000 sec): 3 clusters
  Score: Raw -271451.827598 + Penalty 2556.560150 = -268895.267448
  nChanged 1
		SP:Iteration 41Q (49651.270000 sec): 3 clusters
  Score: Raw -271452.009043 + Penalty 2556.560150 = -268895.448893
  nChanged 1
		SP:Iteration 42Q (49651.370000 sec): 3 clusters
  Score: Raw -271452.152052 + Penalty 2556.560150 = -268895.591902
  nChanged 1
		SP:Iteration 43Q (49651.460000 sec): 3 clusters
  Score: Raw -271452.452542 + Penalty 2556.560150 = -268895.892392
  nChanged 2
		SP:Iteration 44Q (49651.560000 sec): 3 clusters
  Score: Raw -271452.933902 + Penalty 2556.560150 = -268896.373752
  nChanged 0
		SP:Iteration 45F (49651.660000 sec): 3 clusters
  Score: Raw -271452.933902 + Penalty 2556.560150 = -268896.373752
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (3511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49651.750000 sec): 2 clusters
  Score: Raw -349622.296961 + Penalty 1326.594129 = -348295.702832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49651.920000 sec): 3 clusters
  Score: Raw -347893.005424 + Penalty 2653.188257 = -345239.817167
  nChanged 1379
		SP:Iteration 1F (49652.120000 sec): 3 clusters
  Score: Raw -348690.073273 + Penalty 2653.188257 = -346036.885016
  nChanged 252
		SP:Iteration 2F (49652.240000 sec): 3 clusters
  Score: Raw -348833.167696 + Penalty 2653.188257 = -346179.979439
  nChanged 195
		SP:Iteration 3F (49652.400000 sec): 3 clusters
  Score: Raw -348935.580003 + Penalty 2653.188257 = -346282.391746
  nChanged 136
		SP:Iteration 4Q (49652.510000 sec): 3 clusters
  Score: Raw -349005.978622 + Penalty 2653.188257 = -346352.790365
  nChanged 114
		SP:Iteration 5Q (49652.660000 sec): 3 clusters
  Score: Raw -349065.892204 + Penalty 2653.188257 = -346412.703946
  nChanged 109
		SP:Iteration 6Q (49652.840000 sec): 3 clusters
  Score: Raw -349121.709053 + Penalty 2653.188257 = -346468.520795
  nChanged 93
		SP:Iteration 7Q (49652.990000 sec): 3 clusters
  Score: Raw -349172.031032 + Penalty 2653.188257 = -346518.842774
  nChanged 92
		SP:Iteration 8Q (49653.140000 sec): 3 clusters
  Score: Raw -349222.770059 + Penalty 2653.188257 = -346569.581802
  nChanged 88
		SP:Iteration 9Q (49653.280000 sec): 3 clusters
  Score: Raw -349277.248688 + Penalty 2653.188257 = -346624.060430
  nChanged 100
		SP:Iteration 10Q (49653.420000 sec): 3 clusters
  Score: Raw -349331.882962 + Penalty 2653.188257 = -346678.694704
  nChanged 81
		SP:Iteration 11Q (49653.570000 sec): 3 clusters
  Score: Raw -349374.434706 + Penalty 2653.188257 = -346721.246449
  nChanged 85
		SP:Iteration 12Q (49653.680000 sec): 3 clusters
  Score: Raw -349427.696819 + Penalty 2653.188257 = -346774.508561
  nChanged 86
		SP:Iteration 13Q (49653.830000 sec): 3 clusters
  Score: Raw -349487.099958 + Penalty 2653.188257 = -346833.911700
  nChanged 77
		SP:Iteration 14Q (49653.960000 sec): 3 clusters
  Score: Raw -349536.337531 + Penalty 2653.188257 = -346883.149274
  nChanged 58
		SP:Iteration 15Q (49654.120000 sec): 3 clusters
  Score: Raw -349573.447316 + Penalty 2653.188257 = -346920.259059
  nChanged 58
		SP:Iteration 16Q (49654.240000 sec): 3 clusters
  Score: Raw -349611.546361 + Penalty 2653.188257 = -346958.358104
  nChanged 50
		SP:Iteration 17Q (49654.380000 sec): 3 clusters
  Score: Raw -349645.968528 + Penalty 2653.188257 = -346992.780271
  nChanged 45
		SP:Iteration 18Q (49654.520000 sec): 3 clusters
  Score: Raw -349680.068070 + Penalty 2653.188257 = -347026.879813
  nChanged 47
		SP:Iteration 19Q (49654.670000 sec): 3 clusters
  Score: Raw -349715.661368 + Penalty 2653.188257 = -347062.473110
  nChanged 42
		SP:Iteration 20F (49654.810000 sec): 3 clusters
  Score: Raw -349751.918987 + Penalty 2653.188257 = -347098.730729
  nChanged 31
		SP:Iteration 21Q (49654.960000 sec): 3 clusters
  Score: Raw -349779.337309 + Penalty 2653.188257 = -347126.149051
  nChanged 31
		SP:Iteration 22Q (49655.100000 sec): 3 clusters
  Score: Raw -349807.998491 + Penalty 2653.188257 = -347154.810234
  nChanged 17
		SP:Iteration 23Q (49655.250000 sec): 3 clusters
  Score: Raw -349821.784495 + Penalty 2653.188257 = -347168.596237
  nChanged 15
		SP:Iteration 24Q (49655.390000 sec): 3 clusters
  Score: Raw -349836.451625 + Penalty 2653.188257 = -347183.263368
  nChanged 9
		SP:Iteration 25Q (49655.530000 sec): 3 clusters
  Score: Raw -349844.589429 + Penalty 2653.188257 = -347191.401172
  nChanged 7
		SP:Iteration 26Q (49655.680000 sec): 3 clusters
  Score: Raw -349849.882355 + Penalty 2653.188257 = -347196.694098
  nChanged 1
		SP:Iteration 27Q (49655.820000 sec): 3 clusters
  Score: Raw -349851.505832 + Penalty 2653.188257 = -347198.317575
  nChanged 7
		SP:Iteration 28Q (49655.970000 sec): 3 clusters
  Score: Raw -349855.884510 + Penalty 2653.188257 = -347202.696253
  nChanged 6
		SP:Iteration 29Q (49656.110000 sec): 3 clusters
  Score: Raw -349860.564108 + Penalty 2653.188257 = -347207.375851
  nChanged 5
		SP:Iteration 30Q (49656.250000 sec): 3 clusters
  Score: Raw -349864.127600 + Penalty 2653.188257 = -347210.939342
  nChanged 4
		SP:Iteration 31Q (49656.390000 sec): 3 clusters
  Score: Raw -349866.778572 + Penalty 2653.188257 = -347213.590315
  nChanged 1
		SP:Iteration 32Q (49656.540000 sec): 3 clusters
  Score: Raw -349867.447318 + Penalty 2653.188257 = -347214.259061
  nChanged 0
		SP:Iteration 33F (49656.680000 sec): 3 clusters
  Score: Raw -349867.447318 + Penalty 2653.188257 = -347214.259061
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49656.860000 sec): 2 clusters
  Score: Raw -1344037.815502 + Penalty 1545.134042 = -1342492.681460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49657.150000 sec): 3 clusters
  Score: Raw -1336186.074740 + Penalty 3090.268084 = -1333095.806656
  nChanged 5914
		SP:Iteration 1F (49657.410000 sec): 3 clusters
  Score: Raw -1339401.762592 + Penalty 3090.268084 = -1336311.494508
  nChanged 763
		SP:Iteration 2F (49657.770000 sec): 3 clusters
  Score: Raw -1339690.362668 + Penalty 3090.268084 = -1336600.094584
  nChanged 641
		SP:Iteration 3Q (49658.030000 sec): 3 clusters
  Score: Raw -1339948.613059 + Penalty 3090.268084 = -1336858.344975
  nChanged 634
		SP:Iteration 4Q (49658.290000 sec): 3 clusters
  Score: Raw -1340241.637334 + Penalty 3090.268084 = -1337151.369250
  nChanged 703
		SP:Iteration 5F (49658.550000 sec): 3 clusters
  Score: Raw -1340638.510833 + Penalty 3090.268084 = -1337548.242749
  nChanged 781
		SP:Iteration 6F (49658.830000 sec): 3 clusters
  Score: Raw -1341100.846858 + Penalty 3090.268084 = -1338010.578774
  nChanged 785
		SP:Iteration 7F (49659.100000 sec): 3 clusters
  Score: Raw -1341583.065444 + Penalty 3090.268084 = -1338492.797360
  nChanged 711
		SP:Iteration 8F (49659.390000 sec): 3 clusters
  Score: Raw -1342017.122555 + Penalty 3090.268084 = -1338926.854471
  nChanged 682
		SP:Iteration 9F (49659.720000 sec): 3 clusters
  Score: Raw -1342409.733663 + Penalty 3090.268084 = -1339319.465579
  nChanged 567
		SP:Iteration 10Q (49659.960000 sec): 3 clusters
  Score: Raw -1342706.630292 + Penalty 3090.268084 = -1339616.362208
  nChanged 439
		SP:Iteration 11Q (49660.290000 sec): 3 clusters
  Score: Raw -1342934.064746 + Penalty 3090.268084 = -1339843.796662
  nChanged 389
		SP:Iteration 12Q (49660.570000 sec): 3 clusters
  Score: Raw -1343124.061395 + Penalty 3090.268084 = -1340033.793311
  nChanged 333
		SP:Iteration 13Q (49660.860000 sec): 3 clusters
  Score: Raw -1343315.329205 + Penalty 3090.268084 = -1340225.061121
  nChanged 310
		SP:Iteration 14Q (49661.100000 sec): 3 clusters
  Score: Raw -1343484.392505 + Penalty 3090.268084 = -1340394.124421
  nChanged 285
		SP:Iteration 15Q (49661.340000 sec): 3 clusters
  Score: Raw -1343632.327059 + Penalty 3090.268084 = -1340542.058975
  nChanged 223
		SP:Iteration 16Q (49661.600000 sec): 3 clusters
  Score: Raw -1343746.043116 + Penalty 3090.268084 = -1340655.775032
  nChanged 174
		SP:Iteration 17Q (49661.950000 sec): 3 clusters
  Score: Raw -1343832.606153 + Penalty 3090.268084 = -1340742.338069
  nChanged 148
		SP:Iteration 18Q (49662.220000 sec): 3 clusters
  Score: Raw -1343904.669913 + Penalty 3090.268084 = -1340814.401829
  nChanged 127
		SP:Iteration 19Q (49662.510000 sec): 3 clusters
  Score: Raw -1343962.824620 + Penalty 3090.268084 = -1340872.556536
  nChanged 106
		SP:Iteration 20F (49662.810000 sec): 3 clusters
  Score: Raw -1344004.435224 + Penalty 3090.268084 = -1340914.167140
  nChanged 78
		SP:Iteration 21Q (49663.020000 sec): 3 clusters
  Score: Raw -1344036.086119 + Penalty 3090.268084 = -1340945.818035
  nChanged 69
		SP:Iteration 22Q (49663.240000 sec): 3 clusters
  Score: Raw -1344061.708028 + Penalty 3090.268084 = -1340971.439944
  nChanged 51
		SP:Iteration 23Q (49663.530000 sec): 3 clusters
  Score: Raw -1344079.441503 + Penalty 3090.268084 = -1340989.173419
  nChanged 45
		SP:Iteration 24Q (49663.790000 sec): 3 clusters
  Score: Raw -1344092.860267 + Penalty 3090.268084 = -1341002.592183
  nChanged 35
		SP:Iteration 25Q (49663.990000 sec): 3 clusters
  Score: Raw -1344102.311679 + Penalty 3090.268084 = -1341012.043595
  nChanged 34
		SP:Iteration 26Q (49664.270000 sec): 3 clusters
  Score: Raw -1344111.303432 + Penalty 3090.268084 = -1341021.035348
  nChanged 37
		SP:Iteration 27Q (49664.550000 sec): 3 clusters
  Score: Raw -1344122.248510 + Penalty 3090.268084 = -1341031.980426
  nChanged 39
		SP:Iteration 28Q (49664.830000 sec): 3 clusters
  Score: Raw -1344134.225943 + Penalty 3090.268084 = -1341043.957859
  nChanged 42
		SP:Iteration 29Q (49665.080000 sec): 3 clusters
  Score: Raw -1344148.359058 + Penalty 3090.268084 = -1341058.090974
  nChanged 41
		SP:Iteration 30Q (49665.310000 sec): 3 clusters
  Score: Raw -1344162.446679 + Penalty 3090.268084 = -1341072.178595
  nChanged 32
		SP:Iteration 31Q (49665.520000 sec): 3 clusters
  Score: Raw -1344169.577764 + Penalty 3090.268084 = -1341079.309680
  nChanged 27
		SP:Iteration 32Q (49665.730000 sec): 3 clusters
  Score: Raw -1344175.932819 + Penalty 3090.268084 = -1341085.664735
  nChanged 26
		SP:Iteration 33Q (49665.970000 sec): 3 clusters
  Score: Raw -1344182.268604 + Penalty 3090.268084 = -1341092.000520
  nChanged 25
		SP:Iteration 34Q (49666.230000 sec): 3 clusters
  Score: Raw -1344187.656737 + Penalty 3090.268084 = -1341097.388653
  nChanged 20
		SP:Iteration 35Q (49666.460000 sec): 3 clusters
  Score: Raw -1344193.640760 + Penalty 3090.268084 = -1341103.372676
  nChanged 21
		SP:Iteration 36Q (49666.750000 sec): 3 clusters
  Score: Raw -1344199.207219 + Penalty 3090.268084 = -1341108.939135
  nChanged 19
		SP:Iteration 37Q (49666.990000 sec): 3 clusters
  Score: Raw -1344204.151016 + Penalty 3090.268084 = -1341113.882932
  nChanged 16
		SP:Iteration 38Q (49667.210000 sec): 3 clusters
  Score: Raw -1344208.969337 + Penalty 3090.268084 = -1341118.701253
  nChanged 14
		SP:Iteration 39Q (49667.430000 sec): 3 clusters
  Score: Raw -1344213.912110 + Penalty 3090.268084 = -1341123.644026
  nChanged 12
		SP:Iteration 40F (49667.620000 sec): 3 clusters
  Score: Raw -1344217.089106 + Penalty 3090.268084 = -1341126.821022
  nChanged 13
		SP:Iteration 41Q (49667.880000 sec): 3 clusters
  Score: Raw -1344219.520281 + Penalty 3090.268084 = -1341129.252197
  nChanged 11
		SP:Iteration 42Q (49668.100000 sec): 3 clusters
  Score: Raw -1344223.416687 + Penalty 3090.268084 = -1341133.148603
  nChanged 13
		SP:Iteration 43Q (49668.340000 sec): 3 clusters
  Score: Raw -1344227.922231 + Penalty 3090.268084 = -1341137.654147
  nChanged 13
		SP:Iteration 44Q (49668.590000 sec): 3 clusters
  Score: Raw -1344231.957644 + Penalty 3090.268084 = -1341141.689560
  nChanged 15
		SP:Iteration 45Q (49668.790000 sec): 3 clusters
  Score: Raw -1344235.794347 + Penalty 3090.268084 = -1341145.526263
  nChanged 14
		SP:Iteration 46Q (49669.070000 sec): 3 clusters
  Score: Raw -1344239.841313 + Penalty 3090.268084 = -1341149.573229
  nChanged 16
		SP:Iteration 47Q (49669.410000 sec): 3 clusters
  Score: Raw -1344242.636011 + Penalty 3090.268084 = -1341152.367927
  nChanged 7
		SP:Iteration 48Q (49669.660000 sec): 3 clusters
  Score: Raw -1344243.887095 + Penalty 3090.268084 = -1341153.619011
  nChanged 7
		SP:Iteration 49Q (49669.890000 sec): 3 clusters
  Score: Raw -1344244.922759 + Penalty 3090.268084 = -1341154.654675
  nChanged 6
		SP:Iteration 50Q (49670.170000 sec): 3 clusters
  Score: Raw -1344246.113206 + Penalty 3090.268084 = -1341155.845122
  nChanged 6
		SP:Iteration 51Q (49670.530000 sec): 3 clusters
  Score: Raw -1344248.012084 + Penalty 3090.268084 = -1341157.744000
  nChanged 8
		SP:Iteration 52Q (49670.750000 sec): 3 clusters
  Score: Raw -1344250.098653 + Penalty 3090.268084 = -1341159.830569
  nChanged 6
		SP:Iteration 53Q (49671.000000 sec): 3 clusters
  Score: Raw -1344251.862192 + Penalty 3090.268084 = -1341161.594108
  nChanged 8
		SP:Iteration 54Q (49671.230000 sec): 3 clusters
  Score: Raw -1344253.381709 + Penalty 3090.268084 = -1341163.113625
  nChanged 5
		SP:Iteration 55Q (49671.470000 sec): 3 clusters
  Score: Raw -1344254.327863 + Penalty 3090.268084 = -1341164.059779
  nChanged 3
		SP:Iteration 56Q (49671.710000 sec): 3 clusters
  Score: Raw -1344255.055117 + Penalty 3090.268084 = -1341164.787033
  nChanged 3
		SP:Iteration 57Q (49671.980000 sec): 3 clusters
  Score: Raw -1344255.474555 + Penalty 3090.268084 = -1341165.206471
  nChanged 2
		SP:Iteration 58Q (49672.220000 sec): 3 clusters
  Score: Raw -1344255.947307 + Penalty 3090.268084 = -1341165.679223
  nChanged 2
		SP:Iteration 59Q (49672.420000 sec): 3 clusters
  Score: Raw -1344256.531629 + Penalty 3090.268084 = -1341166.263545
  nChanged 5
		SP:Iteration 60F (49672.680000 sec): 3 clusters
  Score: Raw -1344257.602201 + Penalty 3090.268084 = -1341167.334117
  nChanged 3
		SP:Iteration 61Q (49672.940000 sec): 3 clusters
  Score: Raw -1344258.525743 + Penalty 3090.268084 = -1341168.257659
  nChanged 2
		SP:Iteration 62Q (49673.230000 sec): 3 clusters
  Score: Raw -1344258.807232 + Penalty 3090.268084 = -1341168.539148
  nChanged 1
		SP:Iteration 63Q (49673.510000 sec): 3 clusters
  Score: Raw -1344259.058613 + Penalty 3090.268084 = -1341168.790529
  nChanged 0
		SP:Iteration 64F (49673.820000 sec): 3 clusters
  Score: Raw -1344259.058613 + Penalty 3090.268084 = -1341168.790529
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (4970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49673.960000 sec): 2 clusters
  Score: Raw -531490.382642 + Penalty 1383.065957 = -530107.316685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49674.150000 sec): 3 clusters
  Score: Raw -528976.552261 + Penalty 2766.131914 = -526210.420347
  nChanged 1951
		SP:Iteration 1F (49674.320000 sec): 3 clusters
  Score: Raw -530134.007810 + Penalty 2766.131914 = -527367.875897
  nChanged 376
		SP:Iteration 2F (49674.470000 sec): 3 clusters
  Score: Raw -530363.071178 + Penalty 2766.131914 = -527596.939264
  nChanged 274
		SP:Iteration 3F (49674.610000 sec): 3 clusters
  Score: Raw -530509.987000 + Penalty 2766.131914 = -527743.855086
  nChanged 228
		SP:Iteration 4Q (49674.770000 sec): 3 clusters
  Score: Raw -530637.021925 + Penalty 2766.131914 = -527870.890011
  nChanged 221
		SP:Iteration 5Q (49674.890000 sec): 3 clusters
  Score: Raw -530769.261180 + Penalty 2766.131914 = -528003.129266
  nChanged 208
		SP:Iteration 6Q (49675.090000 sec): 3 clusters
  Score: Raw -530892.590628 + Penalty 2766.131914 = -528126.458715
  nChanged 190
		SP:Iteration 7Q (49675.250000 sec): 3 clusters
  Score: Raw -530995.272221 + Penalty 2766.131914 = -528229.140307
  nChanged 158
		SP:Iteration 8Q (49675.410000 sec): 3 clusters
  Score: Raw -531078.697865 + Penalty 2766.131914 = -528312.565951
  nChanged 159
		SP:Iteration 9Q (49675.590000 sec): 3 clusters
  Score: Raw -531163.726300 + Penalty 2766.131914 = -528397.594386
  nChanged 135
		SP:Iteration 10Q (49675.710000 sec): 3 clusters
  Score: Raw -531231.028462 + Penalty 2766.131914 = -528464.896548
  nChanged 107
		SP:Iteration 11Q (49675.830000 sec): 3 clusters
  Score: Raw -531276.729208 + Penalty 2766.131914 = -528510.597295
  nChanged 78
		SP:Iteration 12Q (49675.970000 sec): 3 clusters
  Score: Raw -531308.228671 + Penalty 2766.131914 = -528542.096757
  nChanged 66
		SP:Iteration 13Q (49676.120000 sec): 3 clusters
  Score: Raw -531335.257536 + Penalty 2766.131914 = -528569.125622
  nChanged 62
		SP:Iteration 14Q (49676.300000 sec): 3 clusters
  Score: Raw -531360.573275 + Penalty 2766.131914 = -528594.441361
  nChanged 64
		SP:Iteration 15Q (49676.490000 sec): 3 clusters
  Score: Raw -531386.891287 + Penalty 2766.131914 = -528620.759373
  nChanged 59
		SP:Iteration 16Q (49676.610000 sec): 3 clusters
  Score: Raw -531410.567777 + Penalty 2766.131914 = -528644.435863
  nChanged 45
		SP:Iteration 17Q (49676.800000 sec): 3 clusters
  Score: Raw -531427.342920 + Penalty 2766.131914 = -528661.211006
  nChanged 44
		SP:Iteration 18Q (49676.910000 sec): 3 clusters
  Score: Raw -531443.433625 + Penalty 2766.131914 = -528677.301711
  nChanged 41
		SP:Iteration 19Q (49677.060000 sec): 3 clusters
  Score: Raw -531457.763054 + Penalty 2766.131914 = -528691.631140
  nChanged 30
		SP:Iteration 20F (49677.250000 sec): 3 clusters
  Score: Raw -531467.051666 + Penalty 2766.131914 = -528700.919753
  nChanged 20
		SP:Iteration 21Q (49677.390000 sec): 3 clusters
  Score: Raw -531472.969471 + Penalty 2766.131914 = -528706.837558
  nChanged 18
		SP:Iteration 22Q (49677.540000 sec): 3 clusters
  Score: Raw -531477.472143 + Penalty 2766.131914 = -528711.340229
  nChanged 15
		SP:Iteration 23Q (49677.730000 sec): 3 clusters
  Score: Raw -531483.116742 + Penalty 2766.131914 = -528716.984828
  nChanged 18
		SP:Iteration 24Q (49677.850000 sec): 3 clusters
  Score: Raw -531489.383773 + Penalty 2766.131914 = -528723.251859
  nChanged 20
		SP:Iteration 25Q (49677.990000 sec): 3 clusters
  Score: Raw -531495.281321 + Penalty 2766.131914 = -528729.149407
  nChanged 22
		SP:Iteration 26Q (49678.190000 sec): 3 clusters
  Score: Raw -531501.047154 + Penalty 2766.131914 = -528734.915241
  nChanged 18
		SP:Iteration 27Q (49678.340000 sec): 3 clusters
  Score: Raw -531508.826729 + Penalty 2766.131914 = -528742.694815
  nChanged 27
		SP:Iteration 28Q (49678.510000 sec): 3 clusters
  Score: Raw -531518.860976 + Penalty 2766.131914 = -528752.729062
  nChanged 23
		SP:Iteration 29Q (49678.620000 sec): 3 clusters
  Score: Raw -531528.279765 + Penalty 2766.131914 = -528762.147852
  nChanged 30
		SP:Iteration 30Q (49678.770000 sec): 3 clusters
  Score: Raw -531537.530969 + Penalty 2766.131914 = -528771.399055
  nChanged 21
		SP:Iteration 31Q (49678.910000 sec): 3 clusters
  Score: Raw -531544.493558 + Penalty 2766.131914 = -528778.361645
  nChanged 20
		SP:Iteration 32Q (49679.100000 sec): 3 clusters
  Score: Raw -531549.454964 + Penalty 2766.131914 = -528783.323050
  nChanged 22
		SP:Iteration 33Q (49679.270000 sec): 3 clusters
  Score: Raw -531556.026581 + Penalty 2766.131914 = -528789.894667
  nChanged 21
		SP:Iteration 34Q (49679.430000 sec): 3 clusters
  Score: Raw -531560.866275 + Penalty 2766.131914 = -528794.734361
  nChanged 16
		SP:Iteration 35Q (49679.620000 sec): 3 clusters
  Score: Raw -531565.644878 + Penalty 2766.131914 = -528799.512964
  nChanged 18
		SP:Iteration 36Q (49679.760000 sec): 3 clusters
  Score: Raw -531570.629290 + Penalty 2766.131914 = -528804.497376
  nChanged 25
		SP:Iteration 37Q (49679.950000 sec): 3 clusters
  Score: Raw -531576.611868 + Penalty 2766.131914 = -528810.479954
  nChanged 17
		SP:Iteration 38Q (49680.190000 sec): 3 clusters
  Score: Raw -531581.698416 + Penalty 2766.131914 = -528815.566502
  nChanged 13
		SP:Iteration 39Q (49680.410000 sec): 3 clusters
  Score: Raw -531584.929257 + Penalty 2766.131914 = -528818.797344
  nChanged 14
		SP:Iteration 40F (49680.590000 sec): 3 clusters
  Score: Raw -531588.507143 + Penalty 2766.131914 = -528822.375229
  nChanged 12
		SP:Iteration 41Q (49680.760000 sec): 3 clusters
  Score: Raw -531590.930171 + Penalty 2766.131914 = -528824.798258
  nChanged 8
		SP:Iteration 42Q (49680.990000 sec): 3 clusters
  Score: Raw -531594.183735 + Penalty 2766.131914 = -528828.051821
  nChanged 17
		SP:Iteration 43Q (49681.170000 sec): 3 clusters
  Score: Raw -531599.589798 + Penalty 2766.131914 = -528833.457885
  nChanged 15
		SP:Iteration 44Q (49681.350000 sec): 3 clusters
  Score: Raw -531603.575013 + Penalty 2766.131914 = -528837.443099
  nChanged 19
		SP:Iteration 45Q (49681.480000 sec): 3 clusters
  Score: Raw -531609.374923 + Penalty 2766.131914 = -528843.243009
  nChanged 18
		SP:Iteration 46Q (49681.690000 sec): 3 clusters
  Score: Raw -531614.811951 + Penalty 2766.131914 = -528848.680037
  nChanged 21
		SP:Iteration 47Q (49681.840000 sec): 3 clusters
  Score: Raw -531619.252125 + Penalty 2766.131914 = -528853.120212
  nChanged 17
		SP:Iteration 48Q (49682.010000 sec): 3 clusters
  Score: Raw -531623.827651 + Penalty 2766.131914 = -528857.695738
  nChanged 17
		SP:Iteration 49Q (49682.160000 sec): 3 clusters
  Score: Raw -531628.484109 + Penalty 2766.131914 = -528862.352196
  nChanged 21
		SP:Iteration 50Q (49682.330000 sec): 3 clusters
  Score: Raw -531635.347828 + Penalty 2766.131914 = -528869.215915
  nChanged 18
		SP:Iteration 51Q (49682.520000 sec): 3 clusters
  Score: Raw -531640.149665 + Penalty 2766.131914 = -528874.017751
  nChanged 14
		SP:Iteration 52Q (49682.710000 sec): 3 clusters
  Score: Raw -531644.119195 + Penalty 2766.131914 = -528877.987281
  nChanged 13
		SP:Iteration 53Q (49682.850000 sec): 3 clusters
  Score: Raw -531649.249394 + Penalty 2766.131914 = -528883.117480
  nChanged 20
		SP:Iteration 54Q (49683.050000 sec): 3 clusters
  Score: Raw -531655.460051 + Penalty 2766.131914 = -528889.328138
  nChanged 12
		SP:Iteration 55Q (49683.200000 sec): 3 clusters
  Score: Raw -531659.212881 + Penalty 2766.131914 = -528893.080968
  nChanged 11
		SP:Iteration 56Q (49683.440000 sec): 3 clusters
  Score: Raw -531662.338830 + Penalty 2766.131914 = -528896.206917
  nChanged 9
		SP:Iteration 57Q (49683.590000 sec): 3 clusters
  Score: Raw -531664.188178 + Penalty 2766.131914 = -528898.056264
  nChanged 6
		SP:Iteration 58Q (49683.770000 sec): 3 clusters
  Score: Raw -531665.408025 + Penalty 2766.131914 = -528899.276112
  nChanged 4
		SP:Iteration 59Q (49683.920000 sec): 3 clusters
  Score: Raw -531666.279781 + Penalty 2766.131914 = -528900.147868
  nChanged 5
		SP:Iteration 60F (49684.090000 sec): 3 clusters
  Score: Raw -531667.454829 + Penalty 2766.131914 = -528901.322916
  nChanged 3
		SP:Iteration 61Q (49684.240000 sec): 3 clusters
  Score: Raw -531668.158370 + Penalty 2766.131914 = -528902.026457
  nChanged 1
		SP:Iteration 62Q (49684.370000 sec): 3 clusters
  Score: Raw -531668.206920 + Penalty 2766.131914 = -528902.075006
  nChanged 1
		SP:Iteration 63Q (49684.490000 sec): 3 clusters
  Score: Raw -531668.478005 + Penalty 2766.131914 = -528902.346091
  nChanged 1
		SP:Iteration 64Q (49684.630000 sec): 3 clusters
  Score: Raw -531668.703535 + Penalty 2766.131914 = -528902.571621
  nChanged 2
		SP:Iteration 65Q (49684.830000 sec): 3 clusters
  Score: Raw -531669.181338 + Penalty 2766.131914 = -528903.049424
  nChanged 1
		SP:Iteration 66Q (49684.970000 sec): 3 clusters
  Score: Raw -531669.284987 + Penalty 2766.131914 = -528903.153074
  nChanged 1
		SP:Iteration 67Q (49685.150000 sec): 3 clusters
  Score: Raw -531669.508659 + Penalty 2766.131914 = -528903.376745
  nChanged 2
		SP:Iteration 68Q (49685.360000 sec): 3 clusters
  Score: Raw -531669.972988 + Penalty 2766.131914 = -528903.841074
  nChanged 3
		SP:Iteration 69Q (49685.580000 sec): 3 clusters
  Score: Raw -531670.953210 + Penalty 2766.131914 = -528904.821296
  nChanged 2
		SP:Iteration 70Q (49685.750000 sec): 3 clusters
  Score: Raw -531671.252473 + Penalty 2766.131914 = -528905.120559
  nChanged 1
		SP:Iteration 71Q (49685.930000 sec): 3 clusters
  Score: Raw -531671.519367 + Penalty 2766.131914 = -528905.387453
  nChanged 1
		SP:Iteration 72Q (49686.110000 sec): 3 clusters
  Score: Raw -531671.734281 + Penalty 2766.131914 = -528905.602368
  nChanged 0
		SP:Iteration 73F (49686.340000 sec): 3 clusters
  Score: Raw -531671.734281 + Penalty 2766.131914 = -528905.602368
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49686.460000 sec): 2 clusters
  Score: Raw -453605.963998 + Penalty 1378.758875 = -452227.205123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49686.710000 sec): 3 clusters
  Score: Raw -451152.093038 + Penalty 2757.517750 = -448394.575288
  nChanged 1972
		SP:Iteration 1F (49686.920000 sec): 3 clusters
  Score: Raw -452299.746006 + Penalty 2757.517750 = -449542.228256
  nChanged 383
		SP:Iteration 2F (49687.140000 sec): 3 clusters
  Score: Raw -452521.156671 + Penalty 2757.517750 = -449763.638921
  nChanged 264
		SP:Iteration 3F (49687.340000 sec): 3 clusters
  Score: Raw -452655.860632 + Penalty 2757.517750 = -449898.342882
  nChanged 199
		SP:Iteration 4Q (49687.590000 sec): 3 clusters
  Score: Raw -452754.098001 + Penalty 2757.517750 = -449996.580251
  nChanged 158
		SP:Iteration 5Q (49687.780000 sec): 3 clusters
  Score: Raw -452843.690841 + Penalty 2757.517750 = -450086.173091
  nChanged 166
		SP:Iteration 6Q (49687.990000 sec): 3 clusters
  Score: Raw -452932.436863 + Penalty 2757.517750 = -450174.919113
  nChanged 140
		SP:Iteration 7Q (49688.160000 sec): 3 clusters
  Score: Raw -453005.179832 + Penalty 2757.517750 = -450247.662082
  nChanged 129
		SP:Iteration 8Q (49688.340000 sec): 3 clusters
  Score: Raw -453068.185908 + Penalty 2757.517750 = -450310.668158
  nChanged 99
		SP:Iteration 9Q (49688.550000 sec): 3 clusters
  Score: Raw -453109.053022 + Penalty 2757.517750 = -450351.535272
  nChanged 100
		SP:Iteration 10Q (49688.770000 sec): 3 clusters
  Score: Raw -453150.149728 + Penalty 2757.517750 = -450392.631978
  nChanged 95
		SP:Iteration 11Q (49688.930000 sec): 3 clusters
  Score: Raw -453186.952480 + Penalty 2757.517750 = -450429.434730
  nChanged 88
		SP:Iteration 12Q (49689.070000 sec): 3 clusters
  Score: Raw -453226.192427 + Penalty 2757.517750 = -450468.674677
  nChanged 73
		SP:Iteration 13Q (49689.220000 sec): 3 clusters
  Score: Raw -453249.790947 + Penalty 2757.517750 = -450492.273197
  nChanged 54
		SP:Iteration 14Q (49689.360000 sec): 3 clusters
  Score: Raw -453263.418224 + Penalty 2757.517750 = -450505.900474
  nChanged 32
		SP:Iteration 15Q (49689.550000 sec): 3 clusters
  Score: Raw -453271.174202 + Penalty 2757.517750 = -450513.656452
  nChanged 23
		SP:Iteration 16Q (49689.730000 sec): 3 clusters
  Score: Raw -453276.688248 + Penalty 2757.517750 = -450519.170498
  nChanged 21
		SP:Iteration 17Q (49689.900000 sec): 3 clusters
  Score: Raw -453283.407163 + Penalty 2757.517750 = -450525.889414
  nChanged 21
		SP:Iteration 18Q (49690.070000 sec): 3 clusters
  Score: Raw -453289.283360 + Penalty 2757.517750 = -450531.765610
  nChanged 21
		SP:Iteration 19Q (49690.230000 sec): 3 clusters
  Score: Raw -453292.954093 + Penalty 2757.517750 = -450535.436343
  nChanged 23
		SP:Iteration 20F (49690.390000 sec): 3 clusters
  Score: Raw -453300.664467 + Penalty 2757.517750 = -450543.146717
  nChanged 23
		SP:Iteration 21Q (49690.560000 sec): 3 clusters
  Score: Raw -453307.420803 + Penalty 2757.517750 = -450549.903053
  nChanged 16
		SP:Iteration 22Q (49690.750000 sec): 3 clusters
  Score: Raw -453311.400565 + Penalty 2757.517750 = -450553.882815
  nChanged 19
		SP:Iteration 23Q (49690.980000 sec): 3 clusters
  Score: Raw -453318.183307 + Penalty 2757.517750 = -450560.665557
  nChanged 21
		SP:Iteration 24Q (49691.200000 sec): 3 clusters
  Score: Raw -453322.239367 + Penalty 2757.517750 = -450564.721618
  nChanged 15
		SP:Iteration 25Q (49691.400000 sec): 3 clusters
  Score: Raw -453325.680695 + Penalty 2757.517750 = -450568.162945
  nChanged 15
		SP:Iteration 26Q (49691.550000 sec): 3 clusters
  Score: Raw -453330.098708 + Penalty 2757.517750 = -450572.580958
  nChanged 20
		SP:Iteration 27Q (49691.770000 sec): 3 clusters
  Score: Raw -453337.826534 + Penalty 2757.517750 = -450580.308784
  nChanged 20
		SP:Iteration 28Q (49691.940000 sec): 3 clusters
  Score: Raw -453343.169700 + Penalty 2757.517750 = -450585.651950
  nChanged 20
		SP:Iteration 29Q (49692.100000 sec): 3 clusters
  Score: Raw -453348.293501 + Penalty 2757.517750 = -450590.775751
  nChanged 22
		SP:Iteration 30Q (49692.240000 sec): 3 clusters
  Score: Raw -453354.344475 + Penalty 2757.517750 = -450596.826725
  nChanged 26
		SP:Iteration 31Q (49692.440000 sec): 3 clusters
  Score: Raw -453362.435229 + Penalty 2757.517750 = -450604.917479
  nChanged 30
		SP:Iteration 32Q (49692.630000 sec): 3 clusters
  Score: Raw -453372.695970 + Penalty 2757.517750 = -450615.178220
  nChanged 41
		SP:Iteration 33Q (49692.780000 sec): 3 clusters
  Score: Raw -453386.996996 + Penalty 2757.517750 = -450629.479246
  nChanged 32
		SP:Iteration 34Q (49692.960000 sec): 3 clusters
  Score: Raw -453396.898838 + Penalty 2757.517750 = -450639.381089
  nChanged 28
		SP:Iteration 35Q (49693.130000 sec): 3 clusters
  Score: Raw -453405.759896 + Penalty 2757.517750 = -450648.242146
  nChanged 34
		SP:Iteration 36Q (49693.310000 sec): 3 clusters
  Score: Raw -453416.321261 + Penalty 2757.517750 = -450658.803511
  nChanged 23
		SP:Iteration 37Q (49693.480000 sec): 3 clusters
  Score: Raw -453423.183016 + Penalty 2757.517750 = -450665.665266
  nChanged 26
		SP:Iteration 38Q (49693.660000 sec): 3 clusters
  Score: Raw -453430.354584 + Penalty 2757.517750 = -450672.836834
  nChanged 19
		SP:Iteration 39Q (49693.840000 sec): 3 clusters
  Score: Raw -453435.138906 + Penalty 2757.517750 = -450677.621156
  nChanged 13
		SP:Iteration 40F (49694.010000 sec): 3 clusters
  Score: Raw -453438.998050 + Penalty 2757.517750 = -450681.480301
  nChanged 13
		SP:Iteration 41Q (49694.180000 sec): 3 clusters
  Score: Raw -453443.845550 + Penalty 2757.517750 = -450686.327800
  nChanged 26
		SP:Iteration 42Q (49694.370000 sec): 3 clusters
  Score: Raw -453452.992697 + Penalty 2757.517750 = -450695.474947
  nChanged 26
		SP:Iteration 43Q (49694.600000 sec): 3 clusters
  Score: Raw -453465.235639 + Penalty 2757.517750 = -450707.717889
  nChanged 40
		SP:Iteration 44Q (49694.740000 sec): 3 clusters
  Score: Raw -453484.244015 + Penalty 2757.517750 = -450726.726265
  nChanged 45
		SP:Iteration 45Q (49694.910000 sec): 3 clusters
  Score: Raw -453502.081013 + Penalty 2757.517750 = -450744.563263
  nChanged 52
		SP:Iteration 46Q (49695.080000 sec): 3 clusters
  Score: Raw -453526.832756 + Penalty 2757.517750 = -450769.315006
  nChanged 54
		SP:Iteration 47Q (49695.250000 sec): 3 clusters
  Score: Raw -453557.083806 + Penalty 2757.517750 = -450799.566056
  nChanged 65
		SP:Iteration 48Q (49695.430000 sec): 3 clusters
  Score: Raw -453593.897588 + Penalty 2757.517750 = -450836.379838
  nChanged 69
		SP:Iteration 49Q (49695.600000 sec): 3 clusters
  Score: Raw -453637.666079 + Penalty 2757.517750 = -450880.148329
  nChanged 79
		SP:Iteration 50Q (49695.780000 sec): 3 clusters
  Score: Raw -453688.537690 + Penalty 2757.517750 = -450931.019941
  nChanged 79
		SP:Iteration 51Q (49695.950000 sec): 3 clusters
  Score: Raw -453753.111227 + Penalty 2757.517750 = -450995.593477
  nChanged 88
		SP:Iteration 52Q (49696.130000 sec): 3 clusters
  Score: Raw -453863.868113 + Penalty 2757.517750 = -451106.350363
  nChanged 118
		SP:Iteration 53Q (49696.300000 sec): 3 clusters
  Score: Raw -454022.506815 + Penalty 2757.517750 = -451264.989065
  nChanged 140
		SP:Iteration 54Q (49696.480000 sec): 3 clusters
  Score: Raw -454306.521633 + Penalty 2757.517750 = -451549.003884
  nChanged 140
		SP:Iteration 55Q (49696.650000 sec): 3 clusters
  Score: Raw -454634.055519 + Penalty 2757.517750 = -451876.537769
  nChanged 91
		SP:Iteration 56Q (49696.830000 sec): 3 clusters
  Score: Raw -454724.749310 + Penalty 2757.517750 = -451967.231560
  nChanged 51
		SP:Iteration 57Q (49697.000000 sec): 3 clusters
  Score: Raw -454754.449493 + Penalty 2757.517750 = -451996.931743
  nChanged 33
		SP:Iteration 58Q (49697.180000 sec): 3 clusters
  Score: Raw -454770.231199 + Penalty 2757.517750 = -452012.713449
  nChanged 27
		SP:Iteration 59Q (49697.350000 sec): 3 clusters
  Score: Raw -454778.287231 + Penalty 2757.517750 = -452020.769481
  nChanged 11
		SP:Iteration 60F (49697.520000 sec): 3 clusters
  Score: Raw -454781.423912 + Penalty 2757.517750 = -452023.906162
  nChanged 7
		SP:Iteration 61Q (49697.700000 sec): 3 clusters
  Score: Raw -454783.337765 + Penalty 2757.517750 = -452025.820015
  nChanged 6
		SP:Iteration 62Q (49697.880000 sec): 3 clusters
  Score: Raw -454785.871843 + Penalty 2757.517750 = -452028.354094
  nChanged 8
		SP:Iteration 63Q (49698.050000 sec): 3 clusters
  Score: Raw -454787.994522 + Penalty 2757.517750 = -452030.476772
  nChanged 7
		SP:Iteration 64Q (49698.220000 sec): 3 clusters
  Score: Raw -454789.683353 + Penalty 2757.517750 = -452032.165604
  nChanged 8
		SP:Iteration 65Q (49698.400000 sec): 3 clusters
  Score: Raw -454791.155483 + Penalty 2757.517750 = -452033.637733
  nChanged 2
		SP:Iteration 66Q (49698.570000 sec): 3 clusters
  Score: Raw -454791.474434 + Penalty 2757.517750 = -452033.956685
  nChanged 1
		SP:Iteration 67Q (49698.750000 sec): 3 clusters
  Score: Raw -454791.585777 + Penalty 2757.517750 = -452034.068027
  nChanged 0
		SP:Iteration 68F (49698.920000 sec): 3 clusters
  Score: Raw -454791.585777 + Penalty 2757.517750 = -452034.068027
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49699.080000 sec): 2 clusters
  Score: Raw -1263922.758584 + Penalty 1538.914010 = -1262383.844573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49699.390000 sec): 3 clusters
  Score: Raw -1256423.118778 + Penalty 3077.828021 = -1253345.290757
  nChanged 5704
		SP:Iteration 1F (49699.710000 sec): 3 clusters
  Score: Raw -1259748.167803 + Penalty 3077.828021 = -1256670.339782
  nChanged 911
		SP:Iteration 2F (49700.000000 sec): 3 clusters
  Score: Raw -1260303.544544 + Penalty 3077.828021 = -1257225.716524
  nChanged 867
		SP:Iteration 3F (49700.240000 sec): 3 clusters
  Score: Raw -1260876.784264 + Penalty 3077.828021 = -1257798.956243
  nChanged 826
		SP:Iteration 4F (49700.520000 sec): 3 clusters
  Score: Raw -1261482.123179 + Penalty 3077.828021 = -1258404.295158
  nChanged 795
		SP:Iteration 5F (49700.800000 sec): 3 clusters
  Score: Raw -1261957.820586 + Penalty 3077.828021 = -1258879.992566
  nChanged 675
		SP:Iteration 6F (49701.090000 sec): 3 clusters
  Score: Raw -1262306.988414 + Penalty 3077.828021 = -1259229.160393
  nChanged 554
		SP:Iteration 7Q (49701.370000 sec): 3 clusters
  Score: Raw -1262546.220097 + Penalty 3077.828021 = -1259468.392077
  nChanged 413
		SP:Iteration 8Q (49701.660000 sec): 3 clusters
  Score: Raw -1262676.105417 + Penalty 3077.828021 = -1259598.277396
  nChanged 294
		SP:Iteration 9Q (49701.940000 sec): 3 clusters
  Score: Raw -1262760.541501 + Penalty 3077.828021 = -1259682.713480
  nChanged 238
		SP:Iteration 10Q (49702.220000 sec): 3 clusters
  Score: Raw -1262815.089242 + Penalty 3077.828021 = -1259737.261222
  nChanged 166
		SP:Iteration 11Q (49702.540000 sec): 3 clusters
  Score: Raw -1262848.531196 + Penalty 3077.828021 = -1259770.703175
  nChanged 144
		SP:Iteration 12Q (49702.820000 sec): 3 clusters
  Score: Raw -1262880.526485 + Penalty 3077.828021 = -1259802.698465
  nChanged 130
		SP:Iteration 13Q (49703.110000 sec): 3 clusters
  Score: Raw -1262903.544731 + Penalty 3077.828021 = -1259825.716710
  nChanged 105
		SP:Iteration 14Q (49703.400000 sec): 3 clusters
  Score: Raw -1262920.597497 + Penalty 3077.828021 = -1259842.769476
  nChanged 100
		SP:Iteration 15Q (49703.680000 sec): 3 clusters
  Score: Raw -1262937.589856 + Penalty 3077.828021 = -1259859.761835
  nChanged 85
		SP:Iteration 16Q (49703.970000 sec): 3 clusters
  Score: Raw -1262952.247491 + Penalty 3077.828021 = -1259874.419471
  nChanged 80
		SP:Iteration 17Q (49704.250000 sec): 3 clusters
  Score: Raw -1262965.050920 + Penalty 3077.828021 = -1259887.222899
  nChanged 73
		SP:Iteration 18Q (49704.530000 sec): 3 clusters
  Score: Raw -1262978.161838 + Penalty 3077.828021 = -1259900.333817
  nChanged 78
		SP:Iteration 19Q (49704.820000 sec): 3 clusters
  Score: Raw -1262990.027583 + Penalty 3077.828021 = -1259912.199563
  nChanged 73
		SP:Iteration 20F (49705.100000 sec): 3 clusters
  Score: Raw -1263000.853983 + Penalty 3077.828021 = -1259923.025962
  nChanged 76
		SP:Iteration 21Q (49705.390000 sec): 3 clusters
  Score: Raw -1263010.950212 + Penalty 3077.828021 = -1259933.122191
  nChanged 57
		SP:Iteration 22Q (49705.670000 sec): 3 clusters
  Score: Raw -1263019.108959 + Penalty 3077.828021 = -1259941.280938
  nChanged 56
		SP:Iteration 23Q (49705.950000 sec): 3 clusters
  Score: Raw -1263027.777391 + Penalty 3077.828021 = -1259949.949370
  nChanged 60
		SP:Iteration 24Q (49706.240000 sec): 3 clusters
  Score: Raw -1263037.064384 + Penalty 3077.828021 = -1259959.236363
  nChanged 67
		SP:Iteration 25Q (49706.520000 sec): 3 clusters
  Score: Raw -1263048.861144 + Penalty 3077.828021 = -1259971.033124
  nChanged 67
		SP:Iteration 26Q (49706.810000 sec): 3 clusters
  Score: Raw -1263060.841562 + Penalty 3077.828021 = -1259983.013542
  nChanged 66
		SP:Iteration 27Q (49707.080000 sec): 3 clusters
  Score: Raw -1263072.344084 + Penalty 3077.828021 = -1259994.516063
  nChanged 71
		SP:Iteration 28Q (49707.370000 sec): 3 clusters
  Score: Raw -1263085.803360 + Penalty 3077.828021 = -1260007.975340
  nChanged 85
		SP:Iteration 29Q (49707.650000 sec): 3 clusters
  Score: Raw -1263103.569114 + Penalty 3077.828021 = -1260025.741093
  nChanged 89
		SP:Iteration 30Q (49707.940000 sec): 3 clusters
  Score: Raw -1263120.904676 + Penalty 3077.828021 = -1260043.076655
  nChanged 87
		SP:Iteration 31Q (49708.220000 sec): 3 clusters
  Score: Raw -1263139.161089 + Penalty 3077.828021 = -1260061.333068
  nChanged 96
		SP:Iteration 32Q (49708.510000 sec): 3 clusters
  Score: Raw -1263155.244933 + Penalty 3077.828021 = -1260077.416912
  nChanged 82
		SP:Iteration 33Q (49708.830000 sec): 3 clusters
  Score: Raw -1263168.431458 + Penalty 3077.828021 = -1260090.603438
  nChanged 83
		SP:Iteration 34Q (49709.110000 sec): 3 clusters
  Score: Raw -1263183.070193 + Penalty 3077.828021 = -1260105.242173
  nChanged 78
		SP:Iteration 35Q (49709.390000 sec): 3 clusters
  Score: Raw -1263194.536129 + Penalty 3077.828021 = -1260116.708108
  nChanged 68
		SP:Iteration 36Q (49709.680000 sec): 3 clusters
  Score: Raw -1263206.471094 + Penalty 3077.828021 = -1260128.643073
  nChanged 76
		SP:Iteration 37Q (49710.010000 sec): 3 clusters
  Score: Raw -1263220.434721 + Penalty 3077.828021 = -1260142.606701
  nChanged 90
		SP:Iteration 38Q (49710.330000 sec): 3 clusters
  Score: Raw -1263238.058138 + Penalty 3077.828021 = -1260160.230117
  nChanged 103
		SP:Iteration 39Q (49710.600000 sec): 3 clusters
  Score: Raw -1263259.405290 + Penalty 3077.828021 = -1260181.577270
  nChanged 103
		SP:Iteration 40F (49710.860000 sec): 3 clusters
  Score: Raw -1263284.064977 + Penalty 3077.828021 = -1260206.236956
  nChanged 127
		SP:Iteration 41Q (49711.140000 sec): 3 clusters
  Score: Raw -1263317.380125 + Penalty 3077.828021 = -1260239.552104
  nChanged 137
		SP:Iteration 42Q (49711.430000 sec): 3 clusters
  Score: Raw -1263350.508023 + Penalty 3077.828021 = -1260272.680002
  nChanged 136
		SP:Iteration 43Q (49711.710000 sec): 3 clusters
  Score: Raw -1263387.847118 + Penalty 3077.828021 = -1260310.019097
  nChanged 149
		SP:Iteration 44Q (49712.010000 sec): 3 clusters
  Score: Raw -1263424.943616 + Penalty 3077.828021 = -1260347.115596
  nChanged 122
		SP:Iteration 45Q (49712.270000 sec): 3 clusters
  Score: Raw -1263459.019907 + Penalty 3077.828021 = -1260381.191887
  nChanged 146
		SP:Iteration 46Q (49712.490000 sec): 3 clusters
  Score: Raw -1263502.324308 + Penalty 3077.828021 = -1260424.496288
  nChanged 120
		SP:Iteration 47Q (49712.750000 sec): 3 clusters
  Score: Raw -1263534.904725 + Penalty 3077.828021 = -1260457.076704
  nChanged 124
		SP:Iteration 48Q (49713.000000 sec): 3 clusters
  Score: Raw -1263569.942386 + Penalty 3077.828021 = -1260492.114365
  nChanged 134
		SP:Iteration 49Q (49713.290000 sec): 3 clusters
  Score: Raw -1263611.746030 + Penalty 3077.828021 = -1260533.918010
  nChanged 145
		SP:Iteration 50Q (49713.530000 sec): 3 clusters
  Score: Raw -1263661.436210 + Penalty 3077.828021 = -1260583.608190
  nChanged 147
		SP:Iteration 51Q (49713.760000 sec): 3 clusters
  Score: Raw -1263717.477721 + Penalty 3077.828021 = -1260639.649700
  nChanged 118
		SP:Iteration 52Q (49714.010000 sec): 3 clusters
  Score: Raw -1263759.084767 + Penalty 3077.828021 = -1260681.256746
  nChanged 107
		SP:Iteration 53Q (49714.270000 sec): 3 clusters
  Score: Raw -1263791.669781 + Penalty 3077.828021 = -1260713.841760
  nChanged 101
		SP:Iteration 54Q (49714.560000 sec): 3 clusters
  Score: Raw -1263825.404559 + Penalty 3077.828021 = -1260747.576538
  nChanged 103
		SP:Iteration 55Q (49714.800000 sec): 3 clusters
  Score: Raw -1263864.764962 + Penalty 3077.828021 = -1260786.936941
  nChanged 100
		SP:Iteration 56Q (49715.000000 sec): 3 clusters
  Score: Raw -1263902.871395 + Penalty 3077.828021 = -1260825.043374
  nChanged 111
		SP:Iteration 57Q (49715.200000 sec): 3 clusters
  Score: Raw -1263941.885610 + Penalty 3077.828021 = -1260864.057590
  nChanged 106
		SP:Iteration 58Q (49715.390000 sec): 3 clusters
  Score: Raw -1263979.061438 + Penalty 3077.828021 = -1260901.233418
  nChanged 79
		SP:Iteration 59Q (49715.580000 sec): 3 clusters
  Score: Raw -1264009.780124 + Penalty 3077.828021 = -1260931.952103
  nChanged 78
		SP:Iteration 60F (49715.780000 sec): 3 clusters
  Score: Raw -1264037.001508 + Penalty 3077.828021 = -1260959.173487
  nChanged 71
		SP:Iteration 61Q (49715.970000 sec): 3 clusters
  Score: Raw -1264061.756655 + Penalty 3077.828021 = -1260983.928635
  nChanged 61
		SP:Iteration 62Q (49716.170000 sec): 3 clusters
  Score: Raw -1264085.217237 + Penalty 3077.828021 = -1261007.389216
  nChanged 58
		SP:Iteration 63Q (49716.440000 sec): 3 clusters
  Score: Raw -1264106.299349 + Penalty 3077.828021 = -1261028.471329
  nChanged 47
		SP:Iteration 64Q (49716.670000 sec): 3 clusters
  Score: Raw -1264121.964228 + Penalty 3077.828021 = -1261044.136208
  nChanged 40
		SP:Iteration 65Q (49716.820000 sec): 3 clusters
  Score: Raw -1264135.585545 + Penalty 3077.828021 = -1261057.757525
  nChanged 32
		SP:Iteration 66Q (49717.060000 sec): 3 clusters
  Score: Raw -1264146.860661 + Penalty 3077.828021 = -1261069.032641
  nChanged 28
		SP:Iteration 67Q (49717.390000 sec): 3 clusters
  Score: Raw -1264157.027237 + Penalty 3077.828021 = -1261079.199216
  nChanged 32
		SP:Iteration 68Q (49717.700000 sec): 3 clusters
  Score: Raw -1264167.778773 + Penalty 3077.828021 = -1261089.950752
  nChanged 25
		SP:Iteration 69Q (49718.020000 sec): 3 clusters
  Score: Raw -1264175.960952 + Penalty 3077.828021 = -1261098.132931
  nChanged 23
		SP:Iteration 70Q (49718.270000 sec): 3 clusters
  Score: Raw -1264181.296775 + Penalty 3077.828021 = -1261103.468755
  nChanged 10
		SP:Iteration 71Q (49718.490000 sec): 3 clusters
  Score: Raw -1264183.660688 + Penalty 3077.828021 = -1261105.832667
  nChanged 13
		SP:Iteration 72Q (49718.760000 sec): 3 clusters
  Score: Raw -1264186.967594 + Penalty 3077.828021 = -1261109.139573
  nChanged 10
		SP:Iteration 73Q (49718.990000 sec): 3 clusters
  Score: Raw -1264189.272536 + Penalty 3077.828021 = -1261111.444515
  nChanged 15
		SP:Iteration 74Q (49719.250000 sec): 3 clusters
  Score: Raw -1264193.560296 + Penalty 3077.828021 = -1261115.732276
  nChanged 10
		SP:Iteration 75Q (49719.500000 sec): 3 clusters
  Score: Raw -1264197.088999 + Penalty 3077.828021 = -1261119.260978
  nChanged 14
		SP:Iteration 76Q (49719.730000 sec): 3 clusters
  Score: Raw -1264201.692349 + Penalty 3077.828021 = -1261123.864328
  nChanged 18
		SP:Iteration 77Q (49719.930000 sec): 3 clusters
  Score: Raw -1264209.946808 + Penalty 3077.828021 = -1261132.118787
  nChanged 14
		SP:Iteration 78Q (49720.200000 sec): 3 clusters
  Score: Raw -1264215.242434 + Penalty 3077.828021 = -1261137.414413
  nChanged 16
		SP:Iteration 79Q (49720.460000 sec): 3 clusters
  Score: Raw -1264220.472095 + Penalty 3077.828021 = -1261142.644075
  nChanged 11
		SP:Iteration 80F (49720.770000 sec): 3 clusters
  Score: Raw -1264224.666829 + Penalty 3077.828021 = -1261146.838809
  nChanged 11
		SP:Iteration 81Q (49721.010000 sec): 3 clusters
  Score: Raw -1264226.658130 + Penalty 3077.828021 = -1261148.830109
  nChanged 4
		SP:Iteration 82Q (49721.230000 sec): 3 clusters
  Score: Raw -1264227.822464 + Penalty 3077.828021 = -1261149.994443
  nChanged 3
		SP:Iteration 83Q (49721.420000 sec): 3 clusters
  Score: Raw -1264229.238638 + Penalty 3077.828021 = -1261151.410617
  nChanged 1
		SP:Iteration 84Q (49721.620000 sec): 3 clusters
  Score: Raw -1264229.765451 + Penalty 3077.828021 = -1261151.937431
  nChanged 3
		SP:Iteration 85Q (49721.840000 sec): 3 clusters
  Score: Raw -1264230.631022 + Penalty 3077.828021 = -1261152.803002
  nChanged 3
		SP:Iteration 86Q (49722.040000 sec): 3 clusters
  Score: Raw -1264232.132598 + Penalty 3077.828021 = -1261154.304578
  nChanged 6
		SP:Iteration 87Q (49722.280000 sec): 3 clusters
  Score: Raw -1264233.997984 + Penalty 3077.828021 = -1261156.169964
  nChanged 6
		SP:Iteration 88Q (49722.590000 sec): 3 clusters
  Score: Raw -1264235.875767 + Penalty 3077.828021 = -1261158.047746
  nChanged 7
		SP:Iteration 89Q (49722.870000 sec): 3 clusters
  Score: Raw -1264238.151881 + Penalty 3077.828021 = -1261160.323860
  nChanged 6
		SP:Iteration 90Q (49723.120000 sec): 3 clusters
  Score: Raw -1264240.790221 + Penalty 3077.828021 = -1261162.962201
  nChanged 6
		SP:Iteration 91Q (49723.440000 sec): 3 clusters
  Score: Raw -1264242.559399 + Penalty 3077.828021 = -1261164.731378
  nChanged 5
		SP:Iteration 92Q (49723.720000 sec): 3 clusters
  Score: Raw -1264244.464164 + Penalty 3077.828021 = -1261166.636144
  nChanged 3
		SP:Iteration 93Q (49724.000000 sec): 3 clusters
  Score: Raw -1264244.938808 + Penalty 3077.828021 = -1261167.110788
  nChanged 2
		SP:Iteration 94Q (49724.260000 sec): 3 clusters
  Score: Raw -1264245.552867 + Penalty 3077.828021 = -1261167.724846
  nChanged 2
		SP:Iteration 95Q (49724.520000 sec): 3 clusters
  Score: Raw -1264246.011767 + Penalty 3077.828021 = -1261168.183746
  nChanged 4
		SP:Iteration 96Q (49724.740000 sec): 3 clusters
  Score: Raw -1264246.763747 + Penalty 3077.828021 = -1261168.935726
  nChanged 1
		SP:Iteration 97Q (49724.980000 sec): 3 clusters
  Score: Raw -1264246.978175 + Penalty 3077.828021 = -1261169.150155
  nChanged 1
		SP:Iteration 98Q (49725.250000 sec): 3 clusters
  Score: Raw -1264247.134345 + Penalty 3077.828021 = -1261169.306324
  nChanged 1
		SP:Iteration 99Q (49725.530000 sec): 3 clusters
  Score: Raw -1264248.066978 + Penalty 3077.828021 = -1261170.238958
  nChanged 4
		SP:Iteration 100F (49725.790000 sec): 3 clusters
  Score: Raw -1264249.676653 + Penalty 3077.828021 = -1261171.848633
  nChanged 5
		SP:Iteration 101Q (49726.020000 sec): 3 clusters
  Score: Raw -1264251.052438 + Penalty 3077.828021 = -1261173.224417
  nChanged 3
		SP:Iteration 102Q (49726.250000 sec): 3 clusters
  Score: Raw -1264252.098820 + Penalty 3077.828021 = -1261174.270799
  nChanged 4
		SP:Iteration 103Q (49726.510000 sec): 3 clusters
  Score: Raw -1264253.264254 + Penalty 3077.828021 = -1261175.436234
  nChanged 4
		SP:Iteration 104Q (49726.750000 sec): 3 clusters
  Score: Raw -1264254.009691 + Penalty 3077.828021 = -1261176.181670
  nChanged 2
		SP:Iteration 105Q (49726.950000 sec): 3 clusters
  Score: Raw -1264254.600465 + Penalty 3077.828021 = -1261176.772445
  nChanged 0
		SP:Iteration 106F (49727.190000 sec): 3 clusters
  Score: Raw -1264254.600465 + Penalty 3077.828021 = -1261176.772445
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49727.420000 sec): 2 clusters
  Score: Raw -2076848.440385 + Penalty 1610.127203 = -2075238.313182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49727.780000 sec): 3 clusters
  Score: Raw -2064768.096191 + Penalty 3220.254406 = -2061547.841786
  nChanged 9093
		SP:Iteration 1F (49728.130000 sec): 3 clusters
  Score: Raw -2070372.065362 + Penalty 3220.254406 = -2067151.810956
  nChanged 1674
		SP:Iteration 2F (49728.480000 sec): 3 clusters
  Score: Raw -2071615.375039 + Penalty 3220.254406 = -2068395.120633
  nChanged 1721
		SP:Iteration 3F (49728.870000 sec): 3 clusters
  Score: Raw -2072992.205461 + Penalty 3220.254406 = -2069771.951056
  nChanged 1646
		SP:Iteration 4F (49729.170000 sec): 3 clusters
  Score: Raw -2074193.459106 + Penalty 3220.254406 = -2070973.204700
  nChanged 1229
		SP:Iteration 5F (49729.470000 sec): 3 clusters
  Score: Raw -2074873.202657 + Penalty 3220.254406 = -2071652.948252
  nChanged 899
		SP:Iteration 6Q (49729.850000 sec): 3 clusters
  Score: Raw -2075253.699604 + Penalty 3220.254406 = -2072033.445198
  nChanged 581
		SP:Iteration 7Q (49730.140000 sec): 3 clusters
  Score: Raw -2075449.434563 + Penalty 3220.254406 = -2072229.180157
  nChanged 397
		SP:Iteration 8Q (49730.490000 sec): 3 clusters
  Score: Raw -2075578.911075 + Penalty 3220.254406 = -2072358.656669
  nChanged 336
		SP:Iteration 9Q (49730.850000 sec): 3 clusters
  Score: Raw -2075690.990791 + Penalty 3220.254406 = -2072470.736386
  nChanged 297
		SP:Iteration 10Q (49731.150000 sec): 3 clusters
  Score: Raw -2075788.042570 + Penalty 3220.254406 = -2072567.788165
  nChanged 261
		SP:Iteration 11Q (49731.450000 sec): 3 clusters
  Score: Raw -2075869.468941 + Penalty 3220.254406 = -2072649.214536
  nChanged 261
		SP:Iteration 12Q (49731.750000 sec): 3 clusters
  Score: Raw -2075957.784192 + Penalty 3220.254406 = -2072737.529786
  nChanged 267
		SP:Iteration 13Q (49732.060000 sec): 3 clusters
  Score: Raw -2076042.910130 + Penalty 3220.254406 = -2072822.655725
  nChanged 223
		SP:Iteration 14Q (49732.400000 sec): 3 clusters
  Score: Raw -2076121.328297 + Penalty 3220.254406 = -2072901.073892
  nChanged 207
		SP:Iteration 15Q (49732.670000 sec): 3 clusters
  Score: Raw -2076187.961968 + Penalty 3220.254406 = -2072967.707563
  nChanged 189
		SP:Iteration 16Q (49732.970000 sec): 3 clusters
  Score: Raw -2076256.132474 + Penalty 3220.254406 = -2073035.878068
  nChanged 227
		SP:Iteration 17Q (49733.270000 sec): 3 clusters
  Score: Raw -2076339.807654 + Penalty 3220.254406 = -2073119.553248
  nChanged 200
		SP:Iteration 18Q (49733.540000 sec): 3 clusters
  Score: Raw -2076409.321258 + Penalty 3220.254406 = -2073189.066853
  nChanged 183
		SP:Iteration 19Q (49733.850000 sec): 3 clusters
  Score: Raw -2076475.905066 + Penalty 3220.254406 = -2073255.650660
  nChanged 176
		SP:Iteration 20F (49734.160000 sec): 3 clusters
  Score: Raw -2076544.999217 + Penalty 3220.254406 = -2073324.744812
  nChanged 161
		SP:Iteration 21Q (49734.480000 sec): 3 clusters
  Score: Raw -2076611.831641 + Penalty 3220.254406 = -2073391.577235
  nChanged 145
		SP:Iteration 22Q (49734.850000 sec): 3 clusters
  Score: Raw -2076660.288892 + Penalty 3220.254406 = -2073440.034487
  nChanged 115
		SP:Iteration 23Q (49735.150000 sec): 3 clusters
  Score: Raw -2076691.264939 + Penalty 3220.254406 = -2073471.010534
  nChanged 100
		SP:Iteration 24Q (49735.460000 sec): 3 clusters
  Score: Raw -2076716.951300 + Penalty 3220.254406 = -2073496.696894
  nChanged 91
		SP:Iteration 25Q (49735.750000 sec): 3 clusters
  Score: Raw -2076741.489198 + Penalty 3220.254406 = -2073521.234792
  nChanged 87
		SP:Iteration 26Q (49736.060000 sec): 3 clusters
  Score: Raw -2076763.637164 + Penalty 3220.254406 = -2073543.382759
  nChanged 79
		SP:Iteration 27Q (49736.440000 sec): 3 clusters
  Score: Raw -2076789.097795 + Penalty 3220.254406 = -2073568.843389
  nChanged 92
		SP:Iteration 28Q (49736.790000 sec): 3 clusters
  Score: Raw -2076818.730214 + Penalty 3220.254406 = -2073598.475808
  nChanged 83
		SP:Iteration 29Q (49737.070000 sec): 3 clusters
  Score: Raw -2076841.544359 + Penalty 3220.254406 = -2073621.289953
  nChanged 65
		SP:Iteration 30Q (49737.340000 sec): 3 clusters
  Score: Raw -2076858.467849 + Penalty 3220.254406 = -2073638.213443
  nChanged 66
		SP:Iteration 31Q (49737.620000 sec): 3 clusters
  Score: Raw -2076876.891894 + Penalty 3220.254406 = -2073656.637489
  nChanged 68
		SP:Iteration 32Q (49737.950000 sec): 3 clusters
  Score: Raw -2076899.811981 + Penalty 3220.254406 = -2073679.557576
  nChanged 75
		SP:Iteration 33Q (49738.280000 sec): 3 clusters
  Score: Raw -2076922.084863 + Penalty 3220.254406 = -2073701.830458
  nChanged 53
		SP:Iteration 34Q (49738.560000 sec): 3 clusters
  Score: Raw -2076936.288816 + Penalty 3220.254406 = -2073716.034410
  nChanged 40
		SP:Iteration 35Q (49738.860000 sec): 3 clusters
  Score: Raw -2076946.718772 + Penalty 3220.254406 = -2073726.464367
  nChanged 39
		SP:Iteration 36Q (49739.190000 sec): 3 clusters
  Score: Raw -2076955.614684 + Penalty 3220.254406 = -2073735.360279
  nChanged 36
		SP:Iteration 37Q (49739.500000 sec): 3 clusters
  Score: Raw -2076962.769673 + Penalty 3220.254406 = -2073742.515268
  nChanged 29
		SP:Iteration 38Q (49739.790000 sec): 3 clusters
  Score: Raw -2076967.543492 + Penalty 3220.254406 = -2073747.289086
  nChanged 25
		SP:Iteration 39Q (49740.130000 sec): 3 clusters
  Score: Raw -2076972.754353 + Penalty 3220.254406 = -2073752.499947
  nChanged 25
		SP:Iteration 40F (49740.410000 sec): 3 clusters
  Score: Raw -2076977.880953 + Penalty 3220.254406 = -2073757.626548
  nChanged 30
		SP:Iteration 41Q (49740.670000 sec): 3 clusters
  Score: Raw -2076984.181774 + Penalty 3220.254406 = -2073763.927369
  nChanged 29
		SP:Iteration 42Q (49740.970000 sec): 3 clusters
  Score: Raw -2076990.812362 + Penalty 3220.254406 = -2073770.557957
  nChanged 25
		SP:Iteration 43Q (49741.210000 sec): 3 clusters
  Score: Raw -2076995.614309 + Penalty 3220.254406 = -2073775.359903
  nChanged 19
		SP:Iteration 44Q (49741.530000 sec): 3 clusters
  Score: Raw -2076999.223271 + Penalty 3220.254406 = -2073778.968866
  nChanged 13
		SP:Iteration 45Q (49741.840000 sec): 3 clusters
  Score: Raw -2077001.039475 + Penalty 3220.254406 = -2073780.785069
  nChanged 12
		SP:Iteration 46Q (49742.070000 sec): 3 clusters
  Score: Raw -2077003.328365 + Penalty 3220.254406 = -2073783.073960
  nChanged 11
		SP:Iteration 47Q (49742.330000 sec): 3 clusters
  Score: Raw -2077005.571012 + Penalty 3220.254406 = -2073785.316606
  nChanged 10
		SP:Iteration 48Q (49742.590000 sec): 3 clusters
  Score: Raw -2077007.544145 + Penalty 3220.254406 = -2073787.289739
  nChanged 11
		SP:Iteration 49Q (49742.910000 sec): 3 clusters
  Score: Raw -2077009.758021 + Penalty 3220.254406 = -2073789.503615
  nChanged 14
		SP:Iteration 50Q (49743.180000 sec): 3 clusters
  Score: Raw -2077012.932843 + Penalty 3220.254406 = -2073792.678437
  nChanged 13
		SP:Iteration 51Q (49743.450000 sec): 3 clusters
  Score: Raw -2077016.366540 + Penalty 3220.254406 = -2073796.112135
  nChanged 23
		SP:Iteration 52Q (49743.760000 sec): 3 clusters
  Score: Raw -2077025.105902 + Penalty 3220.254406 = -2073804.851496
  nChanged 21
		SP:Iteration 53Q (49744.010000 sec): 3 clusters
  Score: Raw -2077032.246634 + Penalty 3220.254406 = -2073811.992229
  nChanged 23
		SP:Iteration 54Q (49744.330000 sec): 3 clusters
  Score: Raw -2077039.639802 + Penalty 3220.254406 = -2073819.385396
  nChanged 25
		SP:Iteration 55Q (49744.610000 sec): 3 clusters
  Score: Raw -2077045.962825 + Penalty 3220.254406 = -2073825.708420
  nChanged 16
		SP:Iteration 56Q (49744.820000 sec): 3 clusters
  Score: Raw -2077051.105278 + Penalty 3220.254406 = -2073830.850872
  nChanged 19
		SP:Iteration 57Q (49745.080000 sec): 3 clusters
  Score: Raw -2077055.206939 + Penalty 3220.254406 = -2073834.952533
  nChanged 14
		SP:Iteration 58Q (49745.340000 sec): 3 clusters
  Score: Raw -2077058.399212 + Penalty 3220.254406 = -2073838.144807
  nChanged 11
		SP:Iteration 59Q (49745.620000 sec): 3 clusters
  Score: Raw -2077060.872326 + Penalty 3220.254406 = -2073840.617920
  nChanged 13
		SP:Iteration 60F (49745.890000 sec): 3 clusters
  Score: Raw -2077064.085044 + Penalty 3220.254406 = -2073843.830639
  nChanged 11
		SP:Iteration 61Q (49746.140000 sec): 3 clusters
  Score: Raw -2077066.600402 + Penalty 3220.254406 = -2073846.345996
  nChanged 15
		SP:Iteration 62Q (49746.440000 sec): 3 clusters
  Score: Raw -2077069.753536 + Penalty 3220.254406 = -2073849.499131
  nChanged 9
		SP:Iteration 63Q (49746.710000 sec): 3 clusters
  Score: Raw -2077071.086088 + Penalty 3220.254406 = -2073850.831682
  nChanged 14
		SP:Iteration 64Q (49747.010000 sec): 3 clusters
  Score: Raw -2077073.872471 + Penalty 3220.254406 = -2073853.618065
  nChanged 7
		SP:Iteration 65Q (49747.280000 sec): 3 clusters
  Score: Raw -2077075.145714 + Penalty 3220.254406 = -2073854.891309
  nChanged 4
		SP:Iteration 66Q (49747.520000 sec): 3 clusters
  Score: Raw -2077075.440408 + Penalty 3220.254406 = -2073855.186002
  nChanged 5
		SP:Iteration 67Q (49747.820000 sec): 3 clusters
  Score: Raw -2077076.722133 + Penalty 3220.254406 = -2073856.467727
  nChanged 3
		SP:Iteration 68Q (49748.140000 sec): 3 clusters
  Score: Raw -2077077.905428 + Penalty 3220.254406 = -2073857.651023
  nChanged 9
		SP:Iteration 69Q (49748.420000 sec): 3 clusters
  Score: Raw -2077079.604243 + Penalty 3220.254406 = -2073859.349837
  nChanged 8
		SP:Iteration 70Q (49748.720000 sec): 3 clusters
  Score: Raw -2077080.463215 + Penalty 3220.254406 = -2073860.208810
  nChanged 4
		SP:Iteration 71Q (49748.950000 sec): 3 clusters
  Score: Raw -2077080.862714 + Penalty 3220.254406 = -2073860.608309
  nChanged 1
		SP:Iteration 72Q (49749.180000 sec): 3 clusters
  Score: Raw -2077080.995177 + Penalty 3220.254406 = -2073860.740771
  nChanged 0
		SP:Iteration 73F (49749.490000 sec): 3 clusters
  Score: Raw -2077080.995177 + Penalty 3220.254406 = -2073860.740771
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49749.620000 sec): 2 clusters
  Score: Raw -894120.593127 + Penalty 1469.888181 = -892650.704946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49749.800000 sec): 3 clusters
  Score: Raw -889299.938497 + Penalty 2939.776362 = -886360.162135
  nChanged 3709
		SP:Iteration 1F (49750.010000 sec): 3 clusters
  Score: Raw -891329.825195 + Penalty 2939.776362 = -888390.048833
  nChanged 504
		SP:Iteration 2F (49750.160000 sec): 3 clusters
  Score: Raw -891565.168958 + Penalty 2939.776362 = -888625.392596
  nChanged 421
		SP:Iteration 3Q (49750.420000 sec): 3 clusters
  Score: Raw -891793.724435 + Penalty 2939.776362 = -888853.948073
  nChanged 375
		SP:Iteration 4Q (49750.630000 sec): 3 clusters
  Score: Raw -892010.692452 + Penalty 2939.776362 = -889070.916090
  nChanged 359
		SP:Iteration 5Q (49750.850000 sec): 3 clusters
  Score: Raw -892202.131508 + Penalty 2939.776362 = -889262.355146
  nChanged 328
		SP:Iteration 6Q (49751.120000 sec): 3 clusters
  Score: Raw -892375.296944 + Penalty 2939.776362 = -889435.520582
  nChanged 307
		SP:Iteration 7Q (49751.350000 sec): 3 clusters
  Score: Raw -892530.931492 + Penalty 2939.776362 = -889591.155130
  nChanged 309
		SP:Iteration 8Q (49751.570000 sec): 3 clusters
  Score: Raw -892691.092465 + Penalty 2939.776362 = -889751.316103
  nChanged 310
		SP:Iteration 9Q (49751.730000 sec): 3 clusters
  Score: Raw -892827.111184 + Penalty 2939.776362 = -889887.334822
  nChanged 299
		SP:Iteration 10Q (49751.930000 sec): 3 clusters
  Score: Raw -892963.416464 + Penalty 2939.776362 = -890023.640103
  nChanged 289
		SP:Iteration 11Q (49752.090000 sec): 3 clusters
  Score: Raw -893086.786992 + Penalty 2939.776362 = -890147.010630
  nChanged 260
		SP:Iteration 12Q (49752.270000 sec): 3 clusters
  Score: Raw -893194.222093 + Penalty 2939.776362 = -890254.445731
  nChanged 240
		SP:Iteration 13Q (49752.470000 sec): 3 clusters
  Score: Raw -893289.243087 + Penalty 2939.776362 = -890349.466726
  nChanged 213
		SP:Iteration 14Q (49752.640000 sec): 3 clusters
  Score: Raw -893372.132150 + Penalty 2939.776362 = -890432.355789
  nChanged 200
		SP:Iteration 15Q (49752.820000 sec): 3 clusters
  Score: Raw -893443.692218 + Penalty 2939.776362 = -890503.915856
  nChanged 177
		SP:Iteration 16Q (49752.970000 sec): 3 clusters
  Score: Raw -893506.429776 + Penalty 2939.776362 = -890566.653414
  nChanged 163
		SP:Iteration 17Q (49753.170000 sec): 3 clusters
  Score: Raw -893562.821001 + Penalty 2939.776362 = -890623.044639
  nChanged 157
		SP:Iteration 18Q (49753.370000 sec): 3 clusters
  Score: Raw -893626.192334 + Penalty 2939.776362 = -890686.415972
  nChanged 153
		SP:Iteration 19Q (49753.530000 sec): 3 clusters
  Score: Raw -893686.797361 + Penalty 2939.776362 = -890747.021000
  nChanged 144
		SP:Iteration 20F (49753.750000 sec): 3 clusters
  Score: Raw -893750.467116 + Penalty 2939.776362 = -890810.690754
  nChanged 155
		SP:Iteration 21Q (49753.890000 sec): 3 clusters
  Score: Raw -893820.669638 + Penalty 2939.776362 = -890880.893276
  nChanged 164
		SP:Iteration 22Q (49754.090000 sec): 3 clusters
  Score: Raw -893906.761340 + Penalty 2939.776362 = -890966.984979
  nChanged 182
		SP:Iteration 23Q (49754.230000 sec): 3 clusters
  Score: Raw -894001.723943 + Penalty 2939.776362 = -891061.947581
  nChanged 171
		SP:Iteration 24Q (49754.490000 sec): 3 clusters
  Score: Raw -894113.478430 + Penalty 2939.776362 = -891173.702068
  nChanged 217
		SP:Iteration 25Q (49754.650000 sec): 3 clusters
  Score: Raw -894277.574038 + Penalty 2939.776362 = -891337.797676
  nChanged 236
		SP:Iteration 26Q (49754.850000 sec): 3 clusters
  Score: Raw -894503.259735 + Penalty 2939.776362 = -891563.483373
  nChanged 249
		SP:Iteration 27Q (49755.080000 sec): 3 clusters
  Score: Raw -894756.562201 + Penalty 2939.776362 = -891816.785839
  nChanged 244
		SP:Iteration 28Q (49755.310000 sec): 3 clusters
  Score: Raw -895016.166941 + Penalty 2939.776362 = -892076.390580
  nChanged 213
		SP:Iteration 29Q (49755.500000 sec): 3 clusters
  Score: Raw -895188.325716 + Penalty 2939.776362 = -892248.549354
  nChanged 146
		SP:Iteration 30Q (49755.740000 sec): 3 clusters
  Score: Raw -895263.689872 + Penalty 2939.776362 = -892323.913511
  nChanged 85
		SP:Iteration 31Q (49755.970000 sec): 3 clusters
  Score: Raw -895290.560878 + Penalty 2939.776362 = -892350.784516
  nChanged 54
		SP:Iteration 32Q (49756.170000 sec): 3 clusters
  Score: Raw -895304.133062 + Penalty 2939.776362 = -892364.356700
  nChanged 39
		SP:Iteration 33Q (49756.340000 sec): 3 clusters
  Score: Raw -895311.474577 + Penalty 2939.776362 = -892371.698215
  nChanged 17
		SP:Iteration 34Q (49756.590000 sec): 3 clusters
  Score: Raw -895313.937983 + Penalty 2939.776362 = -892374.161621
  nChanged 7
		SP:Iteration 35Q (49756.750000 sec): 3 clusters
  Score: Raw -895315.104646 + Penalty 2939.776362 = -892375.328284
  nChanged 9
		SP:Iteration 36Q (49756.970000 sec): 3 clusters
  Score: Raw -895316.649151 + Penalty 2939.776362 = -892376.872789
  nChanged 8
		SP:Iteration 37Q (49757.160000 sec): 3 clusters
  Score: Raw -895318.236238 + Penalty 2939.776362 = -892378.459876
  nChanged 8
		SP:Iteration 38Q (49757.370000 sec): 3 clusters
  Score: Raw -895319.177334 + Penalty 2939.776362 = -892379.400972
  nChanged 6
		SP:Iteration 39Q (49757.550000 sec): 3 clusters
  Score: Raw -895319.929374 + Penalty 2939.776362 = -892380.153012
  nChanged 1
		SP:Iteration 40F (49757.720000 sec): 3 clusters
  Score: Raw -895319.992053 + Penalty 2939.776362 = -892380.215691
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49757.850000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49758.110000 sec): 3 clusters
  Score: Raw -655037.333613 + Penalty 2842.424364 = -652194.909249
  nChanged 2616
		SP:Iteration 1F (49758.270000 sec): 3 clusters
  Score: Raw -656500.068922 + Penalty 2842.424364 = -653657.644557
  nChanged 482
		SP:Iteration 2F (49758.470000 sec): 3 clusters
  Score: Raw -656774.849864 + Penalty 2842.424364 = -653932.425499
  nChanged 389
		SP:Iteration 3F (49758.660000 sec): 3 clusters
  Score: Raw -657024.468775 + Penalty 2842.424364 = -654182.044411
  nChanged 383
		SP:Iteration 4F (49758.800000 sec): 3 clusters
  Score: Raw -657295.305354 + Penalty 2842.424364 = -654452.880990
  nChanged 363
		SP:Iteration 5F (49758.990000 sec): 3 clusters
  Score: Raw -657562.095470 + Penalty 2842.424364 = -654719.671106
  nChanged 369
		SP:Iteration 6F (49759.170000 sec): 3 clusters
  Score: Raw -657836.126821 + Penalty 2842.424364 = -654993.702457
  nChanged 322
		SP:Iteration 7F (49759.390000 sec): 3 clusters
  Score: Raw -658066.748365 + Penalty 2842.424364 = -655224.324000
  nChanged 273
		SP:Iteration 8Q (49759.590000 sec): 3 clusters
  Score: Raw -658289.519949 + Penalty 2842.424364 = -655447.095584
  nChanged 237
		SP:Iteration 9Q (49759.750000 sec): 3 clusters
  Score: Raw -658483.885551 + Penalty 2842.424364 = -655641.461187
  nChanged 179
		SP:Iteration 10Q (49759.930000 sec): 3 clusters
  Score: Raw -658631.231152 + Penalty 2842.424364 = -655788.806788
  nChanged 126
		SP:Iteration 11Q (49760.110000 sec): 3 clusters
  Score: Raw -658728.148136 + Penalty 2842.424364 = -655885.723771
  nChanged 92
		SP:Iteration 12Q (49760.270000 sec): 3 clusters
  Score: Raw -658808.310782 + Penalty 2842.424364 = -655965.886417
  nChanged 71
		SP:Iteration 13Q (49760.470000 sec): 3 clusters
  Score: Raw -658868.287823 + Penalty 2842.424364 = -656025.863459
  nChanged 57
		SP:Iteration 14Q (49760.690000 sec): 3 clusters
  Score: Raw -658916.167088 + Penalty 2842.424364 = -656073.742724
  nChanged 38
		SP:Iteration 15Q (49760.890000 sec): 3 clusters
  Score: Raw -658942.121880 + Penalty 2842.424364 = -656099.697515
  nChanged 29
		SP:Iteration 16Q (49761.080000 sec): 3 clusters
  Score: Raw -658957.667971 + Penalty 2842.424364 = -656115.243607
  nChanged 15
		SP:Iteration 17Q (49761.280000 sec): 3 clusters
  Score: Raw -658966.242940 + Penalty 2842.424364 = -656123.818576
  nChanged 12
		SP:Iteration 18Q (49761.440000 sec): 3 clusters
  Score: Raw -658971.687352 + Penalty 2842.424364 = -656129.262988
  nChanged 10
		SP:Iteration 19Q (49761.630000 sec): 3 clusters
  Score: Raw -658976.373387 + Penalty 2842.424364 = -656133.949022
  nChanged 6
		SP:Iteration 20F (49761.780000 sec): 3 clusters
  Score: Raw -658978.948445 + Penalty 2842.424364 = -656136.524081
  nChanged 4
		SP:Iteration 21Q (49761.980000 sec): 3 clusters
  Score: Raw -658980.565639 + Penalty 2842.424364 = -656138.141275
  nChanged 1
		SP:Iteration 22Q (49762.190000 sec): 3 clusters
  Score: Raw -658980.885123 + Penalty 2842.424364 = -656138.460758
  nChanged 1
		SP:Iteration 23Q (49762.400000 sec): 3 clusters
  Score: Raw -658981.353604 + Penalty 2842.424364 = -656138.929239
  nChanged 1
		SP:Iteration 24Q (49762.550000 sec): 3 clusters
  Score: Raw -658981.663237 + Penalty 2842.424364 = -656139.238873
  nChanged 0
		SP:Iteration 25F (49762.730000 sec): 3 clusters
  Score: Raw -658981.663237 + Penalty 2842.424364 = -656139.238873
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (14151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49762.970000 sec): 2 clusters
  Score: Raw -1292860.736878 + Penalty 1553.100343 = -1291307.636535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49763.240000 sec): 3 clusters
  Score: Raw -1284592.674142 + Penalty 3106.200686 = -1281486.473456
  nChanged 6290
		SP:Iteration 1F (49763.480000 sec): 3 clusters
  Score: Raw -1288220.291390 + Penalty 3106.200686 = -1285114.090704
  nChanged 948
		SP:Iteration 2F (49763.750000 sec): 3 clusters
  Score: Raw -1288823.451293 + Penalty 3106.200686 = -1285717.250607
  nChanged 1009
		SP:Iteration 3F (49763.980000 sec): 3 clusters
  Score: Raw -1289492.814678 + Penalty 3106.200686 = -1286386.613992
  nChanged 1069
		SP:Iteration 4F (49764.190000 sec): 3 clusters
  Score: Raw -1290263.705902 + Penalty 3106.200686 = -1287157.505216
  nChanged 1028
		SP:Iteration 5F (49764.410000 sec): 3 clusters
  Score: Raw -1291043.856311 + Penalty 3106.200686 = -1287937.655625
  nChanged 852
		SP:Iteration 6F (49764.630000 sec): 3 clusters
  Score: Raw -1291652.356965 + Penalty 3106.200686 = -1288546.156279
  nChanged 688
		SP:Iteration 7Q (49764.870000 sec): 3 clusters
  Score: Raw -1292137.546191 + Penalty 3106.200686 = -1289031.345505
  nChanged 541
		SP:Iteration 8Q (49765.070000 sec): 3 clusters
  Score: Raw -1292530.865392 + Penalty 3106.200686 = -1289424.664706
  nChanged 433
		SP:Iteration 9Q (49765.350000 sec): 3 clusters
  Score: Raw -1292804.516423 + Penalty 3106.200686 = -1289698.315738
  nChanged 311
		SP:Iteration 10Q (49765.590000 sec): 3 clusters
  Score: Raw -1292973.791321 + Penalty 3106.200686 = -1289867.590635
  nChanged 251
		SP:Iteration 11Q (49765.910000 sec): 3 clusters
  Score: Raw -1293104.585982 + Penalty 3106.200686 = -1289998.385296
  nChanged 229
		SP:Iteration 12Q (49766.090000 sec): 3 clusters
  Score: Raw -1293203.494997 + Penalty 3106.200686 = -1290097.294311
  nChanged 174
		SP:Iteration 13Q (49766.360000 sec): 3 clusters
  Score: Raw -1293274.293403 + Penalty 3106.200686 = -1290168.092717
  nChanged 152
		SP:Iteration 14Q (49766.550000 sec): 3 clusters
  Score: Raw -1293330.205176 + Penalty 3106.200686 = -1290224.004490
  nChanged 122
		SP:Iteration 15Q (49766.880000 sec): 3 clusters
  Score: Raw -1293373.157914 + Penalty 3106.200686 = -1290266.957228
  nChanged 111
		SP:Iteration 16Q (49767.120000 sec): 3 clusters
  Score: Raw -1293415.441544 + Penalty 3106.200686 = -1290309.240859
  nChanged 101
		SP:Iteration 17Q (49767.410000 sec): 3 clusters
  Score: Raw -1293455.554604 + Penalty 3106.200686 = -1290349.353918
  nChanged 86
		SP:Iteration 18Q (49767.680000 sec): 3 clusters
  Score: Raw -1293480.886402 + Penalty 3106.200686 = -1290374.685716
  nChanged 77
		SP:Iteration 19Q (49767.870000 sec): 3 clusters
  Score: Raw -1293501.801290 + Penalty 3106.200686 = -1290395.600604
  nChanged 83
		SP:Iteration 20F (49768.110000 sec): 3 clusters
  Score: Raw -1293524.824876 + Penalty 3106.200686 = -1290418.624190
  nChanged 65
		SP:Iteration 21Q (49768.380000 sec): 3 clusters
  Score: Raw -1293542.904436 + Penalty 3106.200686 = -1290436.703751
  nChanged 67
		SP:Iteration 22Q (49768.590000 sec): 3 clusters
  Score: Raw -1293559.508851 + Penalty 3106.200686 = -1290453.308165
  nChanged 50
		SP:Iteration 23Q (49768.870000 sec): 3 clusters
  Score: Raw -1293571.762276 + Penalty 3106.200686 = -1290465.561590
  nChanged 51
		SP:Iteration 24Q (49769.090000 sec): 3 clusters
  Score: Raw -1293585.233083 + Penalty 3106.200686 = -1290479.032397
  nChanged 45
		SP:Iteration 25Q (49769.370000 sec): 3 clusters
  Score: Raw -1293595.578477 + Penalty 3106.200686 = -1290489.377791
  nChanged 35
		SP:Iteration 26Q (49769.660000 sec): 3 clusters
  Score: Raw -1293601.741831 + Penalty 3106.200686 = -1290495.541145
  nChanged 24
		SP:Iteration 27Q (49769.940000 sec): 3 clusters
  Score: Raw -1293606.942012 + Penalty 3106.200686 = -1290500.741326
  nChanged 24
		SP:Iteration 28Q (49770.150000 sec): 3 clusters
  Score: Raw -1293611.377360 + Penalty 3106.200686 = -1290505.176674
  nChanged 20
		SP:Iteration 29Q (49770.410000 sec): 3 clusters
  Score: Raw -1293615.431480 + Penalty 3106.200686 = -1290509.230794
  nChanged 21
		SP:Iteration 30Q (49770.730000 sec): 3 clusters
  Score: Raw -1293619.691843 + Penalty 3106.200686 = -1290513.491158
  nChanged 23
		SP:Iteration 31Q (49771.010000 sec): 3 clusters
  Score: Raw -1293623.566788 + Penalty 3106.200686 = -1290517.366102
  nChanged 21
		SP:Iteration 32Q (49771.310000 sec): 3 clusters
  Score: Raw -1293626.846839 + Penalty 3106.200686 = -1290520.646153
  nChanged 18
		SP:Iteration 33Q (49771.540000 sec): 3 clusters
  Score: Raw -1293630.532755 + Penalty 3106.200686 = -1290524.332069
  nChanged 18
		SP:Iteration 34Q (49771.810000 sec): 3 clusters
  Score: Raw -1293634.226873 + Penalty 3106.200686 = -1290528.026187
  nChanged 20
		SP:Iteration 35Q (49772.080000 sec): 3 clusters
  Score: Raw -1293638.590158 + Penalty 3106.200686 = -1290532.389472
  nChanged 17
		SP:Iteration 36Q (49772.360000 sec): 3 clusters
  Score: Raw -1293641.816150 + Penalty 3106.200686 = -1290535.615464
  nChanged 10
		SP:Iteration 37Q (49772.610000 sec): 3 clusters
  Score: Raw -1293643.818354 + Penalty 3106.200686 = -1290537.617669
  nChanged 11
		SP:Iteration 38Q (49772.810000 sec): 3 clusters
  Score: Raw -1293646.531401 + Penalty 3106.200686 = -1290540.330715
  nChanged 15
		SP:Iteration 39Q (49773.030000 sec): 3 clusters
  Score: Raw -1293649.204941 + Penalty 3106.200686 = -1290543.004255
  nChanged 16
		SP:Iteration 40F (49773.330000 sec): 3 clusters
  Score: Raw -1293651.692940 + Penalty 3106.200686 = -1290545.492254
  nChanged 14
		SP:Iteration 41Q (49773.540000 sec): 3 clusters
  Score: Raw -1293654.360536 + Penalty 3106.200686 = -1290548.159850
  nChanged 9
		SP:Iteration 42Q (49773.760000 sec): 3 clusters
  Score: Raw -1293656.488668 + Penalty 3106.200686 = -1290550.287982
  nChanged 10
		SP:Iteration 43Q (49773.970000 sec): 3 clusters
  Score: Raw -1293658.771725 + Penalty 3106.200686 = -1290552.571039
  nChanged 7
		SP:Iteration 44Q (49774.170000 sec): 3 clusters
  Score: Raw -1293660.536091 + Penalty 3106.200686 = -1290554.335405
  nChanged 8
		SP:Iteration 45Q (49774.360000 sec): 3 clusters
  Score: Raw -1293662.241112 + Penalty 3106.200686 = -1290556.040426
  nChanged 4
		SP:Iteration 46Q (49774.610000 sec): 3 clusters
  Score: Raw -1293662.743580 + Penalty 3106.200686 = -1290556.542894
  nChanged 2
		SP:Iteration 47Q (49774.870000 sec): 3 clusters
  Score: Raw -1293663.004921 + Penalty 3106.200686 = -1290556.804235
  nChanged 1
		SP:Iteration 48Q (49775.190000 sec): 3 clusters
  Score: Raw -1293663.184663 + Penalty 3106.200686 = -1290556.983977
  nChanged 2
		SP:Iteration 49Q (49775.480000 sec): 3 clusters
  Score: Raw -1293663.462837 + Penalty 3106.200686 = -1290557.262151
  nChanged 3
		SP:Iteration 50Q (49775.710000 sec): 3 clusters
  Score: Raw -1293664.207629 + Penalty 3106.200686 = -1290558.006943
  nChanged 3
		SP:Iteration 51Q (49776.000000 sec): 3 clusters
  Score: Raw -1293664.963623 + Penalty 3106.200686 = -1290558.762937
  nChanged 6
		SP:Iteration 52Q (49776.220000 sec): 3 clusters
  Score: Raw -1293666.156217 + Penalty 3106.200686 = -1290559.955531
  nChanged 7
		SP:Iteration 53Q (49776.500000 sec): 3 clusters
  Score: Raw -1293667.760605 + Penalty 3106.200686 = -1290561.559919
  nChanged 10
		SP:Iteration 54Q (49776.720000 sec): 3 clusters
  Score: Raw -1293670.025793 + Penalty 3106.200686 = -1290563.825107
  nChanged 5
		SP:Iteration 55Q (49776.950000 sec): 3 clusters
  Score: Raw -1293670.994357 + Penalty 3106.200686 = -1290564.793671
  nChanged 6
		SP:Iteration 56Q (49777.210000 sec): 3 clusters
  Score: Raw -1293672.004842 + Penalty 3106.200686 = -1290565.804156
  nChanged 5
		SP:Iteration 57Q (49777.500000 sec): 3 clusters
  Score: Raw -1293672.611807 + Penalty 3106.200686 = -1290566.411121
  nChanged 6
		SP:Iteration 58Q (49777.750000 sec): 3 clusters
  Score: Raw -1293673.599351 + Penalty 3106.200686 = -1290567.398666
  nChanged 4
		SP:Iteration 59Q (49777.990000 sec): 3 clusters
  Score: Raw -1293674.257253 + Penalty 3106.200686 = -1290568.056567
  nChanged 6
		SP:Iteration 60F (49778.270000 sec): 3 clusters
  Score: Raw -1293675.752891 + Penalty 3106.200686 = -1290569.552206
  nChanged 8
		SP:Iteration 61Q (49778.460000 sec): 3 clusters
  Score: Raw -1293676.643516 + Penalty 3106.200686 = -1290570.442830
  nChanged 1
		SP:Iteration 62Q (49778.670000 sec): 3 clusters
  Score: Raw -1293676.873292 + Penalty 3106.200686 = -1290570.672606
  nChanged 0
		SP:Iteration 63F (49778.870000 sec): 3 clusters
  Score: Raw -1293676.873292 + Penalty 3106.200686 = -1290570.672606
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49778.990000 sec): 2 clusters
  Score: Raw -510597.586698 + Penalty 1394.277298 = -509203.309399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49779.190000 sec): 3 clusters
  Score: Raw -507884.327410 + Penalty 2788.554597 = -505095.772813
  nChanged 2172
		SP:Iteration 1F (49779.340000 sec): 3 clusters
  Score: Raw -509184.079581 + Penalty 2788.554597 = -506395.524984
  nChanged 391
		SP:Iteration 2F (49779.490000 sec): 3 clusters
  Score: Raw -509402.616818 + Penalty 2788.554597 = -506614.062221
  nChanged 283
		SP:Iteration 3F (49779.680000 sec): 3 clusters
  Score: Raw -509554.568940 + Penalty 2788.554597 = -506766.014343
  nChanged 202
		SP:Iteration 4Q (49779.860000 sec): 3 clusters
  Score: Raw -509646.574714 + Penalty 2788.554597 = -506858.020117
  nChanged 185
		SP:Iteration 5Q (49780.050000 sec): 3 clusters
  Score: Raw -509735.245813 + Penalty 2788.554597 = -506946.691216
  nChanged 149
		SP:Iteration 6Q (49780.250000 sec): 3 clusters
  Score: Raw -509800.317493 + Penalty 2788.554597 = -507011.762896
  nChanged 114
		SP:Iteration 7Q (49780.420000 sec): 3 clusters
  Score: Raw -509847.231507 + Penalty 2788.554597 = -507058.676910
  nChanged 109
		SP:Iteration 8Q (49780.660000 sec): 3 clusters
  Score: Raw -509893.494530 + Penalty 2788.554597 = -507104.939933
  nChanged 115
		SP:Iteration 9Q (49780.870000 sec): 3 clusters
  Score: Raw -509936.032204 + Penalty 2788.554597 = -507147.477607
  nChanged 107
		SP:Iteration 10Q (49781.110000 sec): 3 clusters
  Score: Raw -509988.348936 + Penalty 2788.554597 = -507199.794339
  nChanged 118
		SP:Iteration 11Q (49781.290000 sec): 3 clusters
  Score: Raw -510047.240785 + Penalty 2788.554597 = -507258.686188
  nChanged 103
		SP:Iteration 12Q (49781.460000 sec): 3 clusters
  Score: Raw -510097.081222 + Penalty 2788.554597 = -507308.526625
  nChanged 106
		SP:Iteration 13Q (49781.640000 sec): 3 clusters
  Score: Raw -510148.655151 + Penalty 2788.554597 = -507360.100554
  nChanged 102
		SP:Iteration 14Q (49781.820000 sec): 3 clusters
  Score: Raw -510203.877588 + Penalty 2788.554597 = -507415.322991
  nChanged 103
		SP:Iteration 15Q (49782.030000 sec): 3 clusters
  Score: Raw -510250.376439 + Penalty 2788.554597 = -507461.821842
  nChanged 93
		SP:Iteration 16Q (49782.220000 sec): 3 clusters
  Score: Raw -510291.536108 + Penalty 2788.554597 = -507502.981511
  nChanged 83
		SP:Iteration 17Q (49782.350000 sec): 3 clusters
  Score: Raw -510330.310667 + Penalty 2788.554597 = -507541.756070
  nChanged 101
		SP:Iteration 18Q (49782.530000 sec): 3 clusters
  Score: Raw -510374.925433 + Penalty 2788.554597 = -507586.370836
  nChanged 84
		SP:Iteration 19Q (49782.710000 sec): 3 clusters
  Score: Raw -510413.389178 + Penalty 2788.554597 = -507624.834581
  nChanged 78
		SP:Iteration 20F (49782.900000 sec): 3 clusters
  Score: Raw -510448.089984 + Penalty 2788.554597 = -507659.535387
  nChanged 65
		SP:Iteration 21Q (49783.090000 sec): 3 clusters
  Score: Raw -510472.876705 + Penalty 2788.554597 = -507684.322108
  nChanged 58
		SP:Iteration 22Q (49783.240000 sec): 3 clusters
  Score: Raw -510491.763721 + Penalty 2788.554597 = -507703.209124
  nChanged 49
		SP:Iteration 23Q (49783.460000 sec): 3 clusters
  Score: Raw -510509.686841 + Penalty 2788.554597 = -507721.132244
  nChanged 49
		SP:Iteration 24Q (49783.700000 sec): 3 clusters
  Score: Raw -510529.202211 + Penalty 2788.554597 = -507740.647614
  nChanged 45
		SP:Iteration 25Q (49783.900000 sec): 3 clusters
  Score: Raw -510542.728944 + Penalty 2788.554597 = -507754.174347
  nChanged 34
		SP:Iteration 26Q (49784.100000 sec): 3 clusters
  Score: Raw -510553.816766 + Penalty 2788.554597 = -507765.262169
  nChanged 25
		SP:Iteration 27Q (49784.220000 sec): 3 clusters
  Score: Raw -510564.561355 + Penalty 2788.554597 = -507776.006758
  nChanged 32
		SP:Iteration 28Q (49784.410000 sec): 3 clusters
  Score: Raw -510576.289705 + Penalty 2788.554597 = -507787.735108
  nChanged 32
		SP:Iteration 29Q (49784.580000 sec): 3 clusters
  Score: Raw -510585.615190 + Penalty 2788.554597 = -507797.060593
  nChanged 27
		SP:Iteration 30Q (49784.700000 sec): 3 clusters
  Score: Raw -510594.753884 + Penalty 2788.554597 = -507806.199287
  nChanged 37
		SP:Iteration 31Q (49784.900000 sec): 3 clusters
  Score: Raw -510607.797546 + Penalty 2788.554597 = -507819.242949
  nChanged 39
		SP:Iteration 32Q (49785.010000 sec): 3 clusters
  Score: Raw -510619.404977 + Penalty 2788.554597 = -507830.850380
  nChanged 34
		SP:Iteration 33Q (49785.200000 sec): 3 clusters
  Score: Raw -510632.698265 + Penalty 2788.554597 = -507844.143668
  nChanged 39
		SP:Iteration 34Q (49785.360000 sec): 3 clusters
  Score: Raw -510646.209681 + Penalty 2788.554597 = -507857.655084
  nChanged 34
		SP:Iteration 35Q (49785.530000 sec): 3 clusters
  Score: Raw -510656.881986 + Penalty 2788.554597 = -507868.327389
  nChanged 36
		SP:Iteration 36Q (49785.690000 sec): 3 clusters
  Score: Raw -510667.304264 + Penalty 2788.554597 = -507878.749667
  nChanged 33
		SP:Iteration 37Q (49785.840000 sec): 3 clusters
  Score: Raw -510677.343843 + Penalty 2788.554597 = -507888.789246
  nChanged 22
		SP:Iteration 38Q (49785.990000 sec): 3 clusters
  Score: Raw -510684.819278 + Penalty 2788.554597 = -507896.264681
  nChanged 31
		SP:Iteration 39Q (49786.190000 sec): 3 clusters
  Score: Raw -510693.430274 + Penalty 2788.554597 = -507904.875677
  nChanged 22
		SP:Iteration 40F (49786.300000 sec): 3 clusters
  Score: Raw -510699.681112 + Penalty 2788.554597 = -507911.126515
  nChanged 18
		SP:Iteration 41Q (49786.440000 sec): 3 clusters
  Score: Raw -510705.543254 + Penalty 2788.554597 = -507916.988657
  nChanged 18
		SP:Iteration 42Q (49786.660000 sec): 3 clusters
  Score: Raw -510710.064571 + Penalty 2788.554597 = -507921.509974
  nChanged 16
		SP:Iteration 43Q (49786.830000 sec): 3 clusters
  Score: Raw -510715.985890 + Penalty 2788.554597 = -507927.431293
  nChanged 17
		SP:Iteration 44Q (49786.990000 sec): 3 clusters
  Score: Raw -510720.053188 + Penalty 2788.554597 = -507931.498591
  nChanged 11
		SP:Iteration 45Q (49787.150000 sec): 3 clusters
  Score: Raw -510723.841658 + Penalty 2788.554597 = -507935.287061
  nChanged 16
		SP:Iteration 46Q (49787.340000 sec): 3 clusters
  Score: Raw -510727.565342 + Penalty 2788.554597 = -507939.010745
  nChanged 7
		SP:Iteration 47Q (49787.570000 sec): 3 clusters
  Score: Raw -510728.654280 + Penalty 2788.554597 = -507940.099683
  nChanged 2
		SP:Iteration 48Q (49787.740000 sec): 3 clusters
  Score: Raw -510729.261337 + Penalty 2788.554597 = -507940.706740
  nChanged 4
		SP:Iteration 49Q (49787.890000 sec): 3 clusters
  Score: Raw -510729.783875 + Penalty 2788.554597 = -507941.229279
  nChanged 5
		SP:Iteration 50Q (49788.080000 sec): 3 clusters
  Score: Raw -510730.893989 + Penalty 2788.554597 = -507942.339392
  nChanged 8
		SP:Iteration 51Q (49788.250000 sec): 3 clusters
  Score: Raw -510733.630383 + Penalty 2788.554597 = -507945.075786
  nChanged 9
		SP:Iteration 52Q (49788.410000 sec): 3 clusters
  Score: Raw -510737.179660 + Penalty 2788.554597 = -507948.625063
  nChanged 14
		SP:Iteration 53Q (49788.560000 sec): 3 clusters
  Score: Raw -510740.872464 + Penalty 2788.554597 = -507952.317867
  nChanged 9
		SP:Iteration 54Q (49788.720000 sec): 3 clusters
  Score: Raw -510742.876498 + Penalty 2788.554597 = -507954.321901
  nChanged 6
		SP:Iteration 55Q (49788.870000 sec): 3 clusters
  Score: Raw -510744.626826 + Penalty 2788.554597 = -507956.072229
  nChanged 6
		SP:Iteration 56Q (49789.030000 sec): 3 clusters
  Score: Raw -510746.425805 + Penalty 2788.554597 = -507957.871208
  nChanged 9
		SP:Iteration 57Q (49789.190000 sec): 3 clusters
  Score: Raw -510749.024150 + Penalty 2788.554597 = -507960.469553
  nChanged 11
		SP:Iteration 58Q (49789.350000 sec): 3 clusters
  Score: Raw -510752.633957 + Penalty 2788.554597 = -507964.079360
  nChanged 17
		SP:Iteration 59Q (49789.540000 sec): 3 clusters
  Score: Raw -510758.242812 + Penalty 2788.554597 = -507969.688215
  nChanged 15
		SP:Iteration 60F (49789.700000 sec): 3 clusters
  Score: Raw -510763.584488 + Penalty 2788.554597 = -507975.029891
  nChanged 11
		SP:Iteration 61Q (49789.860000 sec): 3 clusters
  Score: Raw -510766.712721 + Penalty 2788.554597 = -507978.158124
  nChanged 7
		SP:Iteration 62Q (49790.010000 sec): 3 clusters
  Score: Raw -510768.757583 + Penalty 2788.554597 = -507980.202986
  nChanged 8
		SP:Iteration 63Q (49790.170000 sec): 3 clusters
  Score: Raw -510770.013060 + Penalty 2788.554597 = -507981.458463
  nChanged 8
		SP:Iteration 64Q (49790.330000 sec): 3 clusters
  Score: Raw -510772.148599 + Penalty 2788.554597 = -507983.594002
  nChanged 4
		SP:Iteration 65Q (49790.490000 sec): 3 clusters
  Score: Raw -510772.767091 + Penalty 2788.554597 = -507984.212494
  nChanged 1
		SP:Iteration 66Q (49790.640000 sec): 3 clusters
  Score: Raw -510773.021473 + Penalty 2788.554597 = -507984.466877
  nChanged 3
		SP:Iteration 67Q (49790.800000 sec): 3 clusters
  Score: Raw -510773.507312 + Penalty 2788.554597 = -507984.952715
  nChanged 2
		SP:Iteration 68Q (49790.950000 sec): 3 clusters
  Score: Raw -510774.085688 + Penalty 2788.554597 = -507985.531091
  nChanged 1
		SP:Iteration 69Q (49791.110000 sec): 3 clusters
  Score: Raw -510774.303700 + Penalty 2788.554597 = -507985.749103
  nChanged 0
		SP:Iteration 70F (49791.270000 sec): 3 clusters
  Score: Raw -510774.303700 + Penalty 2788.554597 = -507985.749103
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49791.330000 sec): 2 clusters
  Score: Raw -125535.647697 + Penalty 1167.255652 = -124368.392045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49791.490000 sec): 3 clusters
  Score: Raw -125031.670305 + Penalty 2334.511303 = -122697.159002
  nChanged 427
		SP:Iteration 1F (49791.650000 sec): 3 clusters
  Score: Raw -125389.820500 + Penalty 2334.511303 = -123055.309197
  nChanged 105
		SP:Iteration 2F (49791.810000 sec): 3 clusters
  Score: Raw -125503.901127 + Penalty 2334.511303 = -123169.389824
  nChanged 71
		SP:Iteration 3F (49791.970000 sec): 3 clusters
  Score: Raw -125586.496425 + Penalty 2334.511303 = -123251.985122
  nChanged 59
		SP:Iteration 4Q (49792.130000 sec): 3 clusters
  Score: Raw -125657.335470 + Penalty 2334.511303 = -123322.824167
  nChanged 44
		SP:Iteration 5Q (49792.290000 sec): 3 clusters
  Score: Raw -125706.211362 + Penalty 2334.511303 = -123371.700059
  nChanged 37
		SP:Iteration 6Q (49792.450000 sec): 3 clusters
  Score: Raw -125749.728861 + Penalty 2334.511303 = -123415.217558
  nChanged 31
		SP:Iteration 7Q (49792.610000 sec): 3 clusters
  Score: Raw -125779.972586 + Penalty 2334.511303 = -123445.461283
  nChanged 19
		SP:Iteration 8Q (49792.770000 sec): 3 clusters
  Score: Raw -125795.933839 + Penalty 2334.511303 = -123461.422536
  nChanged 17
		SP:Iteration 9Q (49792.930000 sec): 3 clusters
  Score: Raw -125808.974341 + Penalty 2334.511303 = -123474.463038
  nChanged 12
		SP:Iteration 10Q (49793.090000 sec): 3 clusters
  Score: Raw -125818.576746 + Penalty 2334.511303 = -123484.065443
  nChanged 9
		SP:Iteration 11Q (49793.260000 sec): 3 clusters
  Score: Raw -125827.624111 + Penalty 2334.511303 = -123493.112808
  nChanged 10
		SP:Iteration 12Q (49793.410000 sec): 3 clusters
  Score: Raw -125836.333611 + Penalty 2334.511303 = -123501.822308
  nChanged 9
		SP:Iteration 13Q (49793.570000 sec): 3 clusters
  Score: Raw -125848.982918 + Penalty 2334.511303 = -123514.471615
  nChanged 10
		SP:Iteration 14Q (49793.730000 sec): 3 clusters
  Score: Raw -125861.808293 + Penalty 2334.511303 = -123527.296990
  nChanged 12
		SP:Iteration 15Q (49793.890000 sec): 3 clusters
  Score: Raw -125874.163094 + Penalty 2334.511303 = -123539.651791
  nChanged 13
		SP:Iteration 16Q (49794.050000 sec): 3 clusters
  Score: Raw -125885.696051 + Penalty 2334.511303 = -123551.184748
  nChanged 12
		SP:Iteration 17Q (49794.210000 sec): 3 clusters
  Score: Raw -125895.304872 + Penalty 2334.511303 = -123560.793569
  nChanged 6
		SP:Iteration 18Q (49794.370000 sec): 3 clusters
  Score: Raw -125900.807644 + Penalty 2334.511303 = -123566.296341
  nChanged 3
		SP:Iteration 19Q (49794.530000 sec): 3 clusters
  Score: Raw -125902.395536 + Penalty 2334.511303 = -123567.884233
  nChanged 3
		SP:Iteration 20F (49794.690000 sec): 3 clusters
  Score: Raw -125905.529193 + Penalty 2334.511303 = -123571.017890
  nChanged 3
		SP:Iteration 21Q (49794.850000 sec): 3 clusters
  Score: Raw -125909.247573 + Penalty 2334.511303 = -123574.736270
  nChanged 1
		SP:Iteration 22Q (49795.010000 sec): 3 clusters
  Score: Raw -125910.948542 + Penalty 2334.511303 = -123576.437239
  nChanged 1
		SP:Iteration 23Q (49795.160000 sec): 3 clusters
  Score: Raw -125911.513699 + Penalty 2334.511303 = -123577.002396
  nChanged 3
		SP:Iteration 24Q (49795.320000 sec): 3 clusters
  Score: Raw -125913.328097 + Penalty 2334.511303 = -123578.816794
  nChanged 2
		SP:Iteration 25Q (49795.480000 sec): 3 clusters
  Score: Raw -125915.873720 + Penalty 2334.511303 = -123581.362417
  nChanged 2
		SP:Iteration 26Q (49795.640000 sec): 3 clusters
  Score: Raw -125917.496742 + Penalty 2334.511303 = -123582.985439
  nChanged 3
		SP:Iteration 27Q (49795.800000 sec): 3 clusters
  Score: Raw -125918.463387 + Penalty 2334.511303 = -123583.952084
  nChanged 2
		SP:Iteration 28Q (49795.960000 sec): 3 clusters
  Score: Raw -125919.084353 + Penalty 2334.511303 = -123584.573050
  nChanged 0
		SP:Iteration 29F (49796.120000 sec): 3 clusters
  Score: Raw -125919.084353 + Penalty 2334.511303 = -123584.573050
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49796.230000 sec): 2 clusters
  Score: Raw -253861.143024 + Penalty 1261.283560 = -252599.859464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49796.430000 sec): 3 clusters
  Score: Raw -252793.073115 + Penalty 2522.567120 = -250270.505995
  nChanged 882
		SP:Iteration 1F (49796.590000 sec): 3 clusters
  Score: Raw -253285.113427 + Penalty 2522.567120 = -250762.546307
  nChanged 167
		SP:Iteration 2F (49796.750000 sec): 3 clusters
  Score: Raw -253381.090144 + Penalty 2522.567120 = -250858.523024
  nChanged 107
		SP:Iteration 3Q (49796.910000 sec): 3 clusters
  Score: Raw -253444.422723 + Penalty 2522.567120 = -250921.855603
  nChanged 81
		SP:Iteration 4Q (49797.070000 sec): 3 clusters
  Score: Raw -253486.549844 + Penalty 2522.567120 = -250963.982724
  nChanged 63
		SP:Iteration 5Q (49797.230000 sec): 3 clusters
  Score: Raw -253515.014513 + Penalty 2522.567120 = -250992.447393
  nChanged 51
		SP:Iteration 6Q (49797.390000 sec): 3 clusters
  Score: Raw -253538.330913 + Penalty 2522.567120 = -251015.763793
  nChanged 47
		SP:Iteration 7Q (49797.550000 sec): 3 clusters
  Score: Raw -253558.647298 + Penalty 2522.567120 = -251036.080178
  nChanged 35
		SP:Iteration 8Q (49797.710000 sec): 3 clusters
  Score: Raw -253574.543660 + Penalty 2522.567120 = -251051.976540
  nChanged 34
		SP:Iteration 9Q (49797.870000 sec): 3 clusters
  Score: Raw -253592.818421 + Penalty 2522.567120 = -251070.251301
  nChanged 43
		SP:Iteration 10Q (49798.030000 sec): 3 clusters
  Score: Raw -253617.355717 + Penalty 2522.567120 = -251094.788597
  nChanged 62
		SP:Iteration 11Q (49798.190000 sec): 3 clusters
  Score: Raw -253656.517963 + Penalty 2522.567120 = -251133.950843
  nChanged 57
		SP:Iteration 12Q (49798.350000 sec): 3 clusters
  Score: Raw -253692.382392 + Penalty 2522.567120 = -251169.815272
  nChanged 55
		SP:Iteration 13Q (49798.510000 sec): 3 clusters
  Score: Raw -253738.351079 + Penalty 2522.567120 = -251215.783959
  nChanged 76
		SP:Iteration 14Q (49798.670000 sec): 3 clusters
  Score: Raw -253803.899272 + Penalty 2522.567120 = -251281.332152
  nChanged 79
		SP:Iteration 15Q (49798.830000 sec): 3 clusters
  Score: Raw -253865.212663 + Penalty 2522.567120 = -251342.645543
  nChanged 76
		SP:Iteration 16Q (49798.990000 sec): 3 clusters
  Score: Raw -253926.034635 + Penalty 2522.567120 = -251403.467515
  nChanged 67
		SP:Iteration 17Q (49799.150000 sec): 3 clusters
  Score: Raw -253974.038471 + Penalty 2522.567120 = -251451.471351
  nChanged 50
		SP:Iteration 18Q (49799.310000 sec): 3 clusters
  Score: Raw -254014.341477 + Penalty 2522.567120 = -251491.774357
  nChanged 58
		SP:Iteration 19Q (49799.470000 sec): 3 clusters
  Score: Raw -254059.591115 + Penalty 2522.567120 = -251537.023995
  nChanged 44
		SP:Iteration 20F (49799.630000 sec): 3 clusters
  Score: Raw -254091.841522 + Penalty 2522.567120 = -251569.274402
  nChanged 47
		SP:Iteration 21Q (49799.790000 sec): 3 clusters
  Score: Raw -254123.202325 + Penalty 2522.567120 = -251600.635205
  nChanged 32
		SP:Iteration 22Q (49799.950000 sec): 3 clusters
  Score: Raw -254140.044574 + Penalty 2522.567120 = -251617.477454
  nChanged 20
		SP:Iteration 23Q (49800.110000 sec): 3 clusters
  Score: Raw -254150.673752 + Penalty 2522.567120 = -251628.106632
  nChanged 10
		SP:Iteration 24Q (49800.270000 sec): 3 clusters
  Score: Raw -254155.237237 + Penalty 2522.567120 = -251632.670117
  nChanged 8
		SP:Iteration 25Q (49800.430000 sec): 3 clusters
  Score: Raw -254159.782604 + Penalty 2522.567120 = -251637.215484
  nChanged 14
		SP:Iteration 26Q (49800.590000 sec): 3 clusters
  Score: Raw -254165.315221 + Penalty 2522.567120 = -251642.748101
  nChanged 10
		SP:Iteration 27Q (49800.750000 sec): 3 clusters
  Score: Raw -254169.497320 + Penalty 2522.567120 = -251646.930200
  nChanged 5
		SP:Iteration 28Q (49800.910000 sec): 3 clusters
  Score: Raw -254171.493219 + Penalty 2522.567120 = -251648.926099
  nChanged 3
		SP:Iteration 29Q (49801.070000 sec): 3 clusters
  Score: Raw -254172.430491 + Penalty 2522.567120 = -251649.863371
  nChanged 1
		SP:Iteration 30Q (49801.230000 sec): 3 clusters
  Score: Raw -254172.705708 + Penalty 2522.567120 = -251650.138588
  nChanged 1
		SP:Iteration 31Q (49801.390000 sec): 3 clusters
  Score: Raw -254173.108811 + Penalty 2522.567120 = -251650.541691
  nChanged 1
		SP:Iteration 32Q (49801.550000 sec): 3 clusters
  Score: Raw -254173.205254 + Penalty 2522.567120 = -251650.638134
  nChanged 0
		SP:Iteration 33F (49801.710000 sec): 3 clusters
  Score: Raw -254173.205254 + Penalty 2522.567120 = -251650.638134
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49801.810000 sec): 2 clusters
  Score: Raw -260509.166395 + Penalty 1288.307410 = -259220.858985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49801.970000 sec): 3 clusters
  Score: Raw -259248.871540 + Penalty 2576.614820 = -256672.256720
  nChanged 1023
		SP:Iteration 1F (49802.130000 sec): 3 clusters
  Score: Raw -259852.189404 + Penalty 2576.614820 = -257275.574584
  nChanged 219
		SP:Iteration 2F (49802.320000 sec): 3 clusters
  Score: Raw -259996.114486 + Penalty 2576.614820 = -257419.499666
  nChanged 153
		SP:Iteration 3F (49802.530000 sec): 3 clusters
  Score: Raw -260097.564140 + Penalty 2576.614820 = -257520.949320
  nChanged 108
		SP:Iteration 4Q (49802.720000 sec): 3 clusters
  Score: Raw -260162.646372 + Penalty 2576.614820 = -257586.031552
  nChanged 79
		SP:Iteration 5Q (49802.930000 sec): 3 clusters
  Score: Raw -260212.189697 + Penalty 2576.614820 = -257635.574876
  nChanged 63
		SP:Iteration 6Q (49803.110000 sec): 3 clusters
  Score: Raw -260244.316955 + Penalty 2576.614820 = -257667.702135
  nChanged 54
		SP:Iteration 7Q (49803.290000 sec): 3 clusters
  Score: Raw -260266.813225 + Penalty 2576.614820 = -257690.198404
  nChanged 41
		SP:Iteration 8Q (49803.450000 sec): 3 clusters
  Score: Raw -260283.699974 + Penalty 2576.614820 = -257707.085154
  nChanged 26
		SP:Iteration 9Q (49803.630000 sec): 3 clusters
  Score: Raw -260294.786825 + Penalty 2576.614820 = -257718.172005
  nChanged 22
		SP:Iteration 10Q (49803.790000 sec): 3 clusters
  Score: Raw -260302.509358 + Penalty 2576.614820 = -257725.894537
  nChanged 15
		SP:Iteration 11Q (49803.980000 sec): 3 clusters
  Score: Raw -260310.543044 + Penalty 2576.614820 = -257733.928223
  nChanged 21
		SP:Iteration 12Q (49804.190000 sec): 3 clusters
  Score: Raw -260320.945827 + Penalty 2576.614820 = -257744.331007
  nChanged 20
		SP:Iteration 13Q (49804.330000 sec): 3 clusters
  Score: Raw -260328.008607 + Penalty 2576.614820 = -257751.393787
  nChanged 14
		SP:Iteration 14Q (49804.490000 sec): 3 clusters
  Score: Raw -260335.432007 + Penalty 2576.614820 = -257758.817187
  nChanged 20
		SP:Iteration 15Q (49804.630000 sec): 3 clusters
  Score: Raw -260344.257474 + Penalty 2576.614820 = -257767.642654
  nChanged 16
		SP:Iteration 16Q (49804.770000 sec): 3 clusters
  Score: Raw -260349.923503 + Penalty 2576.614820 = -257773.308682
  nChanged 13
		SP:Iteration 17Q (49804.910000 sec): 3 clusters
  Score: Raw -260354.725934 + Penalty 2576.614820 = -257778.111114
  nChanged 11
		SP:Iteration 18Q (49805.110000 sec): 3 clusters
  Score: Raw -260359.164794 + Penalty 2576.614820 = -257782.549973
  nChanged 6
		SP:Iteration 19Q (49805.290000 sec): 3 clusters
  Score: Raw -260361.731817 + Penalty 2576.614820 = -257785.116997
  nChanged 10
		SP:Iteration 20F (49805.480000 sec): 3 clusters
  Score: Raw -260364.633477 + Penalty 2576.614820 = -257788.018657
  nChanged 8
		SP:Iteration 21Q (49805.650000 sec): 3 clusters
  Score: Raw -260367.964908 + Penalty 2576.614820 = -257791.350087
  nChanged 9
		SP:Iteration 22Q (49805.810000 sec): 3 clusters
  Score: Raw -260370.772311 + Penalty 2576.614820 = -257794.157491
  nChanged 10
		SP:Iteration 23Q (49806.000000 sec): 3 clusters
  Score: Raw -260374.143687 + Penalty 2576.614820 = -257797.528866
  nChanged 5
		SP:Iteration 24Q (49806.150000 sec): 3 clusters
  Score: Raw -260376.231481 + Penalty 2576.614820 = -257799.616661
  nChanged 6
		SP:Iteration 25Q (49806.330000 sec): 3 clusters
  Score: Raw -260379.148418 + Penalty 2576.614820 = -257802.533598
  nChanged 8
		SP:Iteration 26Q (49806.430000 sec): 3 clusters
  Score: Raw -260381.284370 + Penalty 2576.614820 = -257804.669550
  nChanged 4
		SP:Iteration 27Q (49806.580000 sec): 3 clusters
  Score: Raw -260382.545452 + Penalty 2576.614820 = -257805.930632
  nChanged 5
		SP:Iteration 28Q (49806.720000 sec): 3 clusters
  Score: Raw -260383.497365 + Penalty 2576.614820 = -257806.882544
  nChanged 2
		SP:Iteration 29Q (49806.920000 sec): 3 clusters
  Score: Raw -260383.830506 + Penalty 2576.614820 = -257807.215686
  nChanged 1
		SP:Iteration 30Q (49807.060000 sec): 3 clusters
  Score: Raw -260384.280239 + Penalty 2576.614820 = -257807.665419
  nChanged 1
		SP:Iteration 31Q (49807.210000 sec): 3 clusters
  Score: Raw -260384.348228 + Penalty 2576.614820 = -257807.733408
  nChanged 1
		SP:Iteration 32Q (49807.350000 sec): 3 clusters
  Score: Raw -260384.827255 + Penalty 2576.614820 = -257808.212435
  nChanged 1
		SP:Iteration 33Q (49807.490000 sec): 3 clusters
  Score: Raw -260385.004644 + Penalty 2576.614820 = -257808.389824
  nChanged 0
		SP:Iteration 34F (49807.660000 sec): 3 clusters
  Score: Raw -260385.004644 + Penalty 2576.614820 = -257808.389824
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (5615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49807.790000 sec): 2 clusters
  Score: Raw -532581.312574 + Penalty 1402.894491 = -531178.418083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49808.020000 sec): 3 clusters
  Score: Raw -529647.138502 + Penalty 2805.788982 = -526841.349520
  nChanged 2302
		SP:Iteration 1F (49808.190000 sec): 3 clusters
  Score: Raw -530990.973433 + Penalty 2805.788982 = -528185.184452
  nChanged 373
		SP:Iteration 2F (49808.380000 sec): 3 clusters
  Score: Raw -531206.285434 + Penalty 2805.788982 = -528400.496452
  nChanged 316
		SP:Iteration 3F (49808.550000 sec): 3 clusters
  Score: Raw -531381.008743 + Penalty 2805.788982 = -528575.219761
  nChanged 268
		SP:Iteration 4Q (49808.770000 sec): 3 clusters
  Score: Raw -531533.516905 + Penalty 2805.788982 = -528727.727923
  nChanged 244
		SP:Iteration 5Q (49808.960000 sec): 3 clusters
  Score: Raw -531675.660615 + Penalty 2805.788982 = -528869.871633
  nChanged 243
		SP:Iteration 6Q (49809.120000 sec): 3 clusters
  Score: Raw -531814.704636 + Penalty 2805.788982 = -529008.915655
  nChanged 229
		SP:Iteration 7Q (49809.300000 sec): 3 clusters
  Score: Raw -531934.147281 + Penalty 2805.788982 = -529128.358300
  nChanged 185
		SP:Iteration 8Q (49809.490000 sec): 3 clusters
  Score: Raw -532034.759490 + Penalty 2805.788982 = -529228.970508
  nChanged 176
		SP:Iteration 9Q (49809.640000 sec): 3 clusters
  Score: Raw -532129.944080 + Penalty 2805.788982 = -529324.155098
  nChanged 149
		SP:Iteration 10Q (49809.780000 sec): 3 clusters
  Score: Raw -532190.876751 + Penalty 2805.788982 = -529385.087769
  nChanged 116
		SP:Iteration 11Q (49809.920000 sec): 3 clusters
  Score: Raw -532243.175425 + Penalty 2805.788982 = -529437.386443
  nChanged 102
		SP:Iteration 12Q (49810.120000 sec): 3 clusters
  Score: Raw -532281.996455 + Penalty 2805.788982 = -529476.207473
  nChanged 89
		SP:Iteration 13Q (49810.290000 sec): 3 clusters
  Score: Raw -532315.437087 + Penalty 2805.788982 = -529509.648105
  nChanged 72
		SP:Iteration 14Q (49810.440000 sec): 3 clusters
  Score: Raw -532344.753262 + Penalty 2805.788982 = -529538.964280
  nChanged 69
		SP:Iteration 15Q (49810.590000 sec): 3 clusters
  Score: Raw -532371.549366 + Penalty 2805.788982 = -529565.760384
  nChanged 63
		SP:Iteration 16Q (49810.790000 sec): 3 clusters
  Score: Raw -532397.846871 + Penalty 2805.788982 = -529592.057889
  nChanged 62
		SP:Iteration 17Q (49811.020000 sec): 3 clusters
  Score: Raw -532415.681427 + Penalty 2805.788982 = -529609.892445
  nChanged 42
		SP:Iteration 18Q (49811.260000 sec): 3 clusters
  Score: Raw -532428.449372 + Penalty 2805.788982 = -529622.660390
  nChanged 40
		SP:Iteration 19Q (49811.520000 sec): 3 clusters
  Score: Raw -532439.707435 + Penalty 2805.788982 = -529633.918453
  nChanged 39
		SP:Iteration 20F (49811.730000 sec): 3 clusters
  Score: Raw -532451.397504 + Penalty 2805.788982 = -529645.608522
  nChanged 35
		SP:Iteration 21Q (49811.950000 sec): 3 clusters
  Score: Raw -532465.019030 + Penalty 2805.788982 = -529659.230048
  nChanged 38
		SP:Iteration 22Q (49812.100000 sec): 3 clusters
  Score: Raw -532477.228303 + Penalty 2805.788982 = -529671.439321
  nChanged 38
		SP:Iteration 23Q (49812.300000 sec): 3 clusters
  Score: Raw -532490.004008 + Penalty 2805.788982 = -529684.215026
  nChanged 33
		SP:Iteration 24Q (49812.520000 sec): 3 clusters
  Score: Raw -532501.384631 + Penalty 2805.788982 = -529695.595649
  nChanged 35
		SP:Iteration 25Q (49812.740000 sec): 3 clusters
  Score: Raw -532513.952553 + Penalty 2805.788982 = -529708.163571
  nChanged 38
		SP:Iteration 26Q (49813.000000 sec): 3 clusters
  Score: Raw -532525.723649 + Penalty 2805.788982 = -529719.934668
  nChanged 39
		SP:Iteration 27Q (49813.250000 sec): 3 clusters
  Score: Raw -532534.942073 + Penalty 2805.788982 = -529729.153091
  nChanged 27
		SP:Iteration 28Q (49813.420000 sec): 3 clusters
  Score: Raw -532541.265446 + Penalty 2805.788982 = -529735.476464
  nChanged 17
		SP:Iteration 29Q (49813.630000 sec): 3 clusters
  Score: Raw -532545.468183 + Penalty 2805.788982 = -529739.679201
  nChanged 19
		SP:Iteration 30Q (49813.830000 sec): 3 clusters
  Score: Raw -532549.360456 + Penalty 2805.788982 = -529743.571474
  nChanged 14
		SP:Iteration 31Q (49814.070000 sec): 3 clusters
  Score: Raw -532552.982633 + Penalty 2805.788982 = -529747.193651
  nChanged 13
		SP:Iteration 32Q (49814.300000 sec): 3 clusters
  Score: Raw -532557.103166 + Penalty 2805.788982 = -529751.314184
  nChanged 17
		SP:Iteration 33Q (49814.530000 sec): 3 clusters
  Score: Raw -532561.915372 + Penalty 2805.788982 = -529756.126390
  nChanged 18
		SP:Iteration 34Q (49814.720000 sec): 3 clusters
  Score: Raw -532567.890111 + Penalty 2805.788982 = -529762.101129
  nChanged 19
		SP:Iteration 35Q (49814.950000 sec): 3 clusters
  Score: Raw -532574.066549 + Penalty 2805.788982 = -529768.277567
  nChanged 19
		SP:Iteration 36Q (49815.130000 sec): 3 clusters
  Score: Raw -532579.856565 + Penalty 2805.788982 = -529774.067583
  nChanged 16
		SP:Iteration 37Q (49815.330000 sec): 3 clusters
  Score: Raw -532583.351774 + Penalty 2805.788982 = -529777.562792
  nChanged 15
		SP:Iteration 38Q (49815.520000 sec): 3 clusters
  Score: Raw -532586.617316 + Penalty 2805.788982 = -529780.828334
  nChanged 14
		SP:Iteration 39Q (49815.730000 sec): 3 clusters
  Score: Raw -532589.748343 + Penalty 2805.788982 = -529783.959361
  nChanged 12
		SP:Iteration 40F (49815.900000 sec): 3 clusters
  Score: Raw -532593.064247 + Penalty 2805.788982 = -529787.275265
  nChanged 18
		SP:Iteration 41Q (49816.090000 sec): 3 clusters
  Score: Raw -532598.042963 + Penalty 2805.788982 = -529792.253981
  nChanged 19
		SP:Iteration 42Q (49816.240000 sec): 3 clusters
  Score: Raw -532602.087794 + Penalty 2805.788982 = -529796.298812
  nChanged 11
		SP:Iteration 43Q (49816.400000 sec): 3 clusters
  Score: Raw -532604.716880 + Penalty 2805.788982 = -529798.927898
  nChanged 9
		SP:Iteration 44Q (49816.620000 sec): 3 clusters
  Score: Raw -532607.456746 + Penalty 2805.788982 = -529801.667764
  nChanged 8
		SP:Iteration 45Q (49816.850000 sec): 3 clusters
  Score: Raw -532610.373616 + Penalty 2805.788982 = -529804.584634
  nChanged 13
		SP:Iteration 46Q (49817.050000 sec): 3 clusters
  Score: Raw -532614.388649 + Penalty 2805.788982 = -529808.599668
  nChanged 17
		SP:Iteration 47Q (49817.240000 sec): 3 clusters
  Score: Raw -532618.752329 + Penalty 2805.788982 = -529812.963347
  nChanged 19
		SP:Iteration 48Q (49817.500000 sec): 3 clusters
  Score: Raw -532625.542158 + Penalty 2805.788982 = -529819.753176
  nChanged 19
		SP:Iteration 49Q (49817.710000 sec): 3 clusters
  Score: Raw -532632.049415 + Penalty 2805.788982 = -529826.260433
  nChanged 18
		SP:Iteration 50Q (49817.960000 sec): 3 clusters
  Score: Raw -532637.938313 + Penalty 2805.788982 = -529832.149332
  nChanged 20
		SP:Iteration 51Q (49818.170000 sec): 3 clusters
  Score: Raw -532644.580771 + Penalty 2805.788982 = -529838.791789
  nChanged 26
		SP:Iteration 52Q (49818.360000 sec): 3 clusters
  Score: Raw -532655.278502 + Penalty 2805.788982 = -529849.489520
  nChanged 31
		SP:Iteration 53Q (49818.580000 sec): 3 clusters
  Score: Raw -532665.937728 + Penalty 2805.788982 = -529860.148746
  nChanged 28
		SP:Iteration 54Q (49818.740000 sec): 3 clusters
  Score: Raw -532675.893788 + Penalty 2805.788982 = -529870.104806
  nChanged 20
		SP:Iteration 55Q (49818.930000 sec): 3 clusters
  Score: Raw -532682.220983 + Penalty 2805.788982 = -529876.432001
  nChanged 22
		SP:Iteration 56Q (49819.090000 sec): 3 clusters
  Score: Raw -532691.042186 + Penalty 2805.788982 = -529885.253204
  nChanged 18
		SP:Iteration 57Q (49819.270000 sec): 3 clusters
  Score: Raw -532696.979040 + Penalty 2805.788982 = -529891.190058
  nChanged 12
		SP:Iteration 58Q (49819.430000 sec): 3 clusters
  Score: Raw -532700.010420 + Penalty 2805.788982 = -529894.221439
  nChanged 10
		SP:Iteration 59Q (49819.620000 sec): 3 clusters
  Score: Raw -532702.396777 + Penalty 2805.788982 = -529896.607795
  nChanged 6
		SP:Iteration 60F (49819.810000 sec): 3 clusters
  Score: Raw -532704.707150 + Penalty 2805.788982 = -529898.918168
  nChanged 5
		SP:Iteration 61Q (49819.960000 sec): 3 clusters
  Score: Raw -532706.462294 + Penalty 2805.788982 = -529900.673312
  nChanged 4
		SP:Iteration 62Q (49820.110000 sec): 3 clusters
  Score: Raw -532707.070548 + Penalty 2805.788982 = -529901.281566
  nChanged 3
		SP:Iteration 63Q (49820.280000 sec): 3 clusters
  Score: Raw -532707.760645 + Penalty 2805.788982 = -529901.971663
  nChanged 4
		SP:Iteration 64Q (49820.420000 sec): 3 clusters
  Score: Raw -532708.408548 + Penalty 2805.788982 = -529902.619566
  nChanged 2
		SP:Iteration 65Q (49820.610000 sec): 3 clusters
  Score: Raw -532708.708090 + Penalty 2805.788982 = -529902.919108
  nChanged 0
		SP:Iteration 66F (49820.740000 sec): 3 clusters
  Score: Raw -532708.708090 + Penalty 2805.788982 = -529902.919108
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49820.840000 sec): 2 clusters
  Score: Raw -82176.590131 + Penalty 1119.061392 = -81057.528739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49820.990000 sec): 3 clusters
  Score: Raw -81930.797149 + Penalty 2238.122784 = -79692.674365
  nChanged 288
		SP:Iteration 1F (49821.130000 sec): 3 clusters
  Score: Raw -82276.756740 + Penalty 2238.122784 = -80038.633956
  nChanged 75
		SP:Iteration 2F (49821.280000 sec): 3 clusters
  Score: Raw -82389.664498 + Penalty 2238.122784 = -80151.541714
  nChanged 55
		SP:Iteration 3F (49821.420000 sec): 3 clusters
  Score: Raw -82459.029028 + Penalty 2238.122784 = -80220.906244
  nChanged 29
		SP:Iteration 4Q (49821.560000 sec): 3 clusters
  Score: Raw -82501.255937 + Penalty 2238.122784 = -80263.133153
  nChanged 30
		SP:Iteration 5Q (49821.710000 sec): 3 clusters
  Score: Raw -82552.644621 + Penalty 2238.122784 = -80314.521837
  nChanged 28
		SP:Iteration 6Q (49821.860000 sec): 3 clusters
  Score: Raw -82584.108691 + Penalty 2238.122784 = -80345.985908
  nChanged 22
		SP:Iteration 7Q (49822.000000 sec): 3 clusters
  Score: Raw -82614.479508 + Penalty 2238.122784 = -80376.356724
  nChanged 18
		SP:Iteration 8Q (49822.100000 sec): 3 clusters
  Score: Raw -82648.803425 + Penalty 2238.122784 = -80410.680641
  nChanged 22
		SP:Iteration 9Q (49822.240000 sec): 3 clusters
  Score: Raw -82685.700392 + Penalty 2238.122784 = -80447.577608
  nChanged 22
		SP:Iteration 10Q (49822.390000 sec): 3 clusters
  Score: Raw -82722.963534 + Penalty 2238.122784 = -80484.840751
  nChanged 13
		SP:Iteration 11Q (49822.530000 sec): 3 clusters
  Score: Raw -82740.937092 + Penalty 2238.122784 = -80502.814308
  nChanged 12
		SP:Iteration 12Q (49822.660000 sec): 3 clusters
  Score: Raw -82772.835516 + Penalty 2238.122784 = -80534.712732
  nChanged 15
		SP:Iteration 13Q (49822.810000 sec): 3 clusters
  Score: Raw -82804.699442 + Penalty 2238.122784 = -80566.576658
  nChanged 10
		SP:Iteration 14Q (49822.950000 sec): 3 clusters
  Score: Raw -82815.659821 + Penalty 2238.122784 = -80577.537037
  nChanged 7
		SP:Iteration 15Q (49823.130000 sec): 3 clusters
  Score: Raw -82826.875915 + Penalty 2238.122784 = -80588.753131
  nChanged 6
		SP:Iteration 16Q (49823.270000 sec): 3 clusters
  Score: Raw -82836.800518 + Penalty 2238.122784 = -80598.677734
  nChanged 3
		SP:Iteration 17Q (49823.410000 sec): 3 clusters
  Score: Raw -82841.395731 + Penalty 2238.122784 = -80603.272947
  nChanged 1
		SP:Iteration 18Q (49823.510000 sec): 3 clusters
  Score: Raw -82842.049319 + Penalty 2238.122784 = -80603.926535
  nChanged 0
		SP:Iteration 19F (49823.650000 sec): 3 clusters
  Score: Raw -82845.874416 + Penalty 2238.122784 = -80607.751632
  nChanged 2
		SP:Iteration 20F (49823.800000 sec): 3 clusters
  Score: Raw -82851.903664 + Penalty 2238.122784 = -80613.780880
  nChanged 1
		SP:Iteration 21Q (49823.940000 sec): 3 clusters
  Score: Raw -82854.384152 + Penalty 2238.122784 = -80616.261369
  nChanged 1
		SP:Iteration 22Q (49824.040000 sec): 3 clusters
  Score: Raw -82855.520299 + Penalty 2238.122784 = -80617.397515
  nChanged 0
		SP:Iteration 23F (49824.190000 sec): 3 clusters
  Score: Raw -82855.520299 + Penalty 2238.122784 = -80617.397515
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (16797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49824.400000 sec): 2 clusters
  Score: Raw -1735962.108476 + Penalty 1580.955281 = -1734381.153195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49824.700000 sec): 3 clusters
  Score: Raw -1725984.861730 + Penalty 3161.910563 = -1722822.951167
  nChanged 7502
		SP:Iteration 1F (49824.970000 sec): 3 clusters
  Score: Raw -1730475.583194 + Penalty 3161.910563 = -1727313.672631
  nChanged 1293
		SP:Iteration 2F (49825.260000 sec): 3 clusters
  Score: Raw -1731437.199021 + Penalty 3161.910563 = -1728275.288458
  nChanged 1459
		SP:Iteration 3F (49825.470000 sec): 3 clusters
  Score: Raw -1732709.272606 + Penalty 3161.910563 = -1729547.362043
  nChanged 1419
		SP:Iteration 4F (49825.710000 sec): 3 clusters
  Score: Raw -1734146.931160 + Penalty 3161.910563 = -1730985.020597
  nChanged 1228
		SP:Iteration 5F (49826.040000 sec): 3 clusters
  Score: Raw -1735323.852154 + Penalty 3161.910563 = -1732161.941591
  nChanged 886
		SP:Iteration 6F (49826.300000 sec): 3 clusters
  Score: Raw -1736025.009829 + Penalty 3161.910563 = -1732863.099267
  nChanged 559
		SP:Iteration 7Q (49826.560000 sec): 3 clusters
  Score: Raw -1736306.080838 + Penalty 3161.910563 = -1733144.170275
  nChanged 352
		SP:Iteration 8Q (49826.770000 sec): 3 clusters
  Score: Raw -1736431.078436 + Penalty 3161.910563 = -1733269.167874
  nChanged 213
		SP:Iteration 9Q (49827.020000 sec): 3 clusters
  Score: Raw -1736489.546536 + Penalty 3161.910563 = -1733327.635973
  nChanged 146
		SP:Iteration 10Q (49827.300000 sec): 3 clusters
  Score: Raw -1736524.650671 + Penalty 3161.910563 = -1733362.740109
  nChanged 105
		SP:Iteration 11Q (49827.620000 sec): 3 clusters
  Score: Raw -1736546.137300 + Penalty 3161.910563 = -1733384.226738
  nChanged 92
		SP:Iteration 12Q (49827.870000 sec): 3 clusters
  Score: Raw -1736561.320214 + Penalty 3161.910563 = -1733399.409652
  nChanged 60
		SP:Iteration 13Q (49828.080000 sec): 3 clusters
  Score: Raw -1736572.079250 + Penalty 3161.910563 = -1733410.168687
  nChanged 65
		SP:Iteration 14Q (49828.380000 sec): 3 clusters
  Score: Raw -1736583.360603 + Penalty 3161.910563 = -1733421.450040
  nChanged 53
		SP:Iteration 15Q (49828.710000 sec): 3 clusters
  Score: Raw -1736593.068280 + Penalty 3161.910563 = -1733431.157717
  nChanged 49
		SP:Iteration 16Q (49828.930000 sec): 3 clusters
  Score: Raw -1736601.053494 + Penalty 3161.910563 = -1733439.142932
  nChanged 47
		SP:Iteration 17Q (49829.210000 sec): 3 clusters
  Score: Raw -1736609.201511 + Penalty 3161.910563 = -1733447.290948
  nChanged 56
		SP:Iteration 18Q (49829.460000 sec): 3 clusters
  Score: Raw -1736618.608346 + Penalty 3161.910563 = -1733456.697783
  nChanged 47
		SP:Iteration 19Q (49829.720000 sec): 3 clusters
  Score: Raw -1736628.676121 + Penalty 3161.910563 = -1733466.765558
  nChanged 62
		SP:Iteration 20F (49830.020000 sec): 3 clusters
  Score: Raw -1736641.476097 + Penalty 3161.910563 = -1733479.565534
  nChanged 57
		SP:Iteration 21Q (49830.300000 sec): 3 clusters
  Score: Raw -1736653.596835 + Penalty 3161.910563 = -1733491.686272
  nChanged 57
		SP:Iteration 22Q (49830.530000 sec): 3 clusters
  Score: Raw -1736666.562101 + Penalty 3161.910563 = -1733504.651539
  nChanged 55
		SP:Iteration 23Q (49830.870000 sec): 3 clusters
  Score: Raw -1736678.379730 + Penalty 3161.910563 = -1733516.469168
  nChanged 56
		SP:Iteration 24Q (49831.110000 sec): 3 clusters
  Score: Raw -1736692.662464 + Penalty 3161.910563 = -1733530.751901
  nChanged 63
		SP:Iteration 25Q (49831.370000 sec): 3 clusters
  Score: Raw -1736705.609401 + Penalty 3161.910563 = -1733543.698839
  nChanged 60
		SP:Iteration 26Q (49831.640000 sec): 3 clusters
  Score: Raw -1736719.363614 + Penalty 3161.910563 = -1733557.453051
  nChanged 66
		SP:Iteration 27Q (49831.900000 sec): 3 clusters
  Score: Raw -1736734.652689 + Penalty 3161.910563 = -1733572.742126
  nChanged 65
		SP:Iteration 28Q (49832.150000 sec): 3 clusters
  Score: Raw -1736750.986846 + Penalty 3161.910563 = -1733589.076284
  nChanged 68
		SP:Iteration 29Q (49832.440000 sec): 3 clusters
  Score: Raw -1736771.264950 + Penalty 3161.910563 = -1733609.354387
  nChanged 84
		SP:Iteration 30Q (49832.740000 sec): 3 clusters
  Score: Raw -1736796.867970 + Penalty 3161.910563 = -1733634.957407
  nChanged 85
		SP:Iteration 31Q (49833.020000 sec): 3 clusters
  Score: Raw -1736826.048795 + Penalty 3161.910563 = -1733664.138232
  nChanged 85
		SP:Iteration 32Q (49833.260000 sec): 3 clusters
  Score: Raw -1736854.735980 + Penalty 3161.910563 = -1733692.825417
  nChanged 95
		SP:Iteration 33Q (49833.530000 sec): 3 clusters
  Score: Raw -1736890.696811 + Penalty 3161.910563 = -1733728.786248
  nChanged 93
		SP:Iteration 34Q (49833.810000 sec): 3 clusters
  Score: Raw -1736920.847192 + Penalty 3161.910563 = -1733758.936629
  nChanged 94
		SP:Iteration 35Q (49833.990000 sec): 3 clusters
  Score: Raw -1736953.637197 + Penalty 3161.910563 = -1733791.726634
  nChanged 88
		SP:Iteration 36Q (49834.310000 sec): 3 clusters
  Score: Raw -1736985.112648 + Penalty 3161.910563 = -1733823.202085
  nChanged 80
		SP:Iteration 37Q (49834.690000 sec): 3 clusters
  Score: Raw -1737011.484371 + Penalty 3161.910563 = -1733849.573808
  nChanged 84
		SP:Iteration 38Q (49834.990000 sec): 3 clusters
  Score: Raw -1737038.800565 + Penalty 3161.910563 = -1733876.890002
  nChanged 61
		SP:Iteration 39Q (49835.260000 sec): 3 clusters
  Score: Raw -1737053.579952 + Penalty 3161.910563 = -1733891.669389
  nChanged 54
		SP:Iteration 40F (49835.470000 sec): 3 clusters
  Score: Raw -1737069.418774 + Penalty 3161.910563 = -1733907.508211
  nChanged 54
		SP:Iteration 41Q (49835.740000 sec): 3 clusters
  Score: Raw -1737086.334212 + Penalty 3161.910563 = -1733924.423649
  nChanged 67
		SP:Iteration 42Q (49835.980000 sec): 3 clusters
  Score: Raw -1737107.750175 + Penalty 3161.910563 = -1733945.839612
  nChanged 60
		SP:Iteration 43Q (49836.250000 sec): 3 clusters
  Score: Raw -1737122.698144 + Penalty 3161.910563 = -1733960.787581
  nChanged 58
		SP:Iteration 44Q (49836.600000 sec): 3 clusters
  Score: Raw -1737135.275670 + Penalty 3161.910563 = -1733973.365107
  nChanged 50
		SP:Iteration 45Q (49836.880000 sec): 3 clusters
  Score: Raw -1737145.293208 + Penalty 3161.910563 = -1733983.382645
  nChanged 41
		SP:Iteration 46Q (49837.090000 sec): 3 clusters
  Score: Raw -1737151.670795 + Penalty 3161.910563 = -1733989.760232
  nChanged 32
		SP:Iteration 47Q (49837.360000 sec): 3 clusters
  Score: Raw -1737156.357414 + Penalty 3161.910563 = -1733994.446851
  nChanged 23
		SP:Iteration 48Q (49837.660000 sec): 3 clusters
  Score: Raw -1737159.737580 + Penalty 3161.910563 = -1733997.827017
  nChanged 20
		SP:Iteration 49Q (49837.940000 sec): 3 clusters
  Score: Raw -1737161.843661 + Penalty 3161.910563 = -1733999.933098
  nChanged 14
		SP:Iteration 50Q (49838.250000 sec): 3 clusters
  Score: Raw -1737163.148106 + Penalty 3161.910563 = -1734001.237543
  nChanged 9
		SP:Iteration 51Q (49838.450000 sec): 3 clusters
  Score: Raw -1737164.191524 + Penalty 3161.910563 = -1734002.280961
  nChanged 7
		SP:Iteration 52Q (49838.690000 sec): 3 clusters
  Score: Raw -1737165.263610 + Penalty 3161.910563 = -1734003.353047
  nChanged 8
		SP:Iteration 53Q (49838.950000 sec): 3 clusters
  Score: Raw -1737166.602285 + Penalty 3161.910563 = -1734004.691722
  nChanged 6
		SP:Iteration 54Q (49839.250000 sec): 3 clusters
  Score: Raw -1737167.459783 + Penalty 3161.910563 = -1734005.549220
  nChanged 5
		SP:Iteration 55Q (49839.470000 sec): 3 clusters
  Score: Raw -1737168.085192 + Penalty 3161.910563 = -1734006.174629
  nChanged 6
		SP:Iteration 56Q (49839.820000 sec): 3 clusters
  Score: Raw -1737168.711734 + Penalty 3161.910563 = -1734006.801171
  nChanged 2
		SP:Iteration 57Q (49840.020000 sec): 3 clusters
  Score: Raw -1737168.901862 + Penalty 3161.910563 = -1734006.991299
  nChanged 1
		SP:Iteration 58Q (49840.270000 sec): 3 clusters
  Score: Raw -1737169.051201 + Penalty 3161.910563 = -1734007.140638
  nChanged 1
		SP:Iteration 59Q (49840.510000 sec): 3 clusters
  Score: Raw -1737169.183277 + Penalty 3161.910563 = -1734007.272714
  nChanged 1
		SP:Iteration 60F (49840.800000 sec): 3 clusters
  Score: Raw -1737169.257203 + Penalty 3161.910563 = -1734007.346640
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49840.930000 sec): 2 clusters
  Score: Raw -186833.937425 + Penalty 1237.245536 = -185596.691889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49841.040000 sec): 3 clusters
  Score: Raw -186005.684573 + Penalty 2474.491073 = -183531.193501
  nChanged 699
		SP:Iteration 1F (49841.190000 sec): 3 clusters
  Score: Raw -186561.070373 + Penalty 2474.491073 = -184086.579301
  nChanged 196
		SP:Iteration 2F (49841.330000 sec): 3 clusters
  Score: Raw -186786.166884 + Penalty 2474.491073 = -184311.675811
  nChanged 145
		SP:Iteration 3F (49841.440000 sec): 3 clusters
  Score: Raw -186968.854235 + Penalty 2474.491073 = -184494.363162
  nChanged 124
		SP:Iteration 4F (49841.590000 sec): 3 clusters
  Score: Raw -187139.582235 + Penalty 2474.491073 = -184665.091162
  nChanged 117
		SP:Iteration 5F (49841.730000 sec): 3 clusters
  Score: Raw -187290.227581 + Penalty 2474.491073 = -184815.736509
  nChanged 82
		SP:Iteration 6Q (49841.870000 sec): 3 clusters
  Score: Raw -187399.140761 + Penalty 2474.491073 = -184924.649688
  nChanged 57
		SP:Iteration 7Q (49842.010000 sec): 3 clusters
  Score: Raw -187460.177001 + Penalty 2474.491073 = -184985.685929
  nChanged 50
		SP:Iteration 8Q (49842.140000 sec): 3 clusters
  Score: Raw -187510.328093 + Penalty 2474.491073 = -185035.837020
  nChanged 30
		SP:Iteration 9Q (49842.330000 sec): 3 clusters
  Score: Raw -187535.394414 + Penalty 2474.491073 = -185060.903342
  nChanged 25
		SP:Iteration 10Q (49842.510000 sec): 3 clusters
  Score: Raw -187555.198437 + Penalty 2474.491073 = -185080.707364
  nChanged 19
		SP:Iteration 11Q (49842.640000 sec): 3 clusters
  Score: Raw -187580.924342 + Penalty 2474.491073 = -185106.433270
  nChanged 26
		SP:Iteration 12Q (49842.770000 sec): 3 clusters
  Score: Raw -187609.760984 + Penalty 2474.491073 = -185135.269912
  nChanged 22
		SP:Iteration 13Q (49842.910000 sec): 3 clusters
  Score: Raw -187625.024048 + Penalty 2474.491073 = -185150.532975
  nChanged 17
		SP:Iteration 14Q (49843.030000 sec): 3 clusters
  Score: Raw -187638.535196 + Penalty 2474.491073 = -185164.044123
  nChanged 8
		SP:Iteration 15Q (49843.180000 sec): 3 clusters
  Score: Raw -187644.287186 + Penalty 2474.491073 = -185169.796113
  nChanged 9
		SP:Iteration 16Q (49843.330000 sec): 3 clusters
  Score: Raw -187650.435396 + Penalty 2474.491073 = -185175.944324
  nChanged 7
		SP:Iteration 17Q (49843.470000 sec): 3 clusters
  Score: Raw -187656.714759 + Penalty 2474.491073 = -185182.223687
  nChanged 8
		SP:Iteration 18Q (49843.620000 sec): 3 clusters
  Score: Raw -187660.812288 + Penalty 2474.491073 = -185186.321216
  nChanged 5
		SP:Iteration 19Q (49843.710000 sec): 3 clusters
  Score: Raw -187665.069855 + Penalty 2474.491073 = -185190.578782
  nChanged 4
		SP:Iteration 20F (49843.860000 sec): 3 clusters
  Score: Raw -187666.925112 + Penalty 2474.491073 = -185192.434040
  nChanged 4
		SP:Iteration 21Q (49843.940000 sec): 3 clusters
  Score: Raw -187668.807686 + Penalty 2474.491073 = -185194.316613
  nChanged 5
		SP:Iteration 22Q (49844.050000 sec): 3 clusters
  Score: Raw -187671.371686 + Penalty 2474.491073 = -185196.880613
  nChanged 7
		SP:Iteration 23Q (49844.190000 sec): 3 clusters
  Score: Raw -187673.819520 + Penalty 2474.491073 = -185199.328448
  nChanged 1
		SP:Iteration 24Q (49844.290000 sec): 3 clusters
  Score: Raw -187673.873887 + Penalty 2474.491073 = -185199.382814
  nChanged 0
		SP:Iteration 25F (49844.430000 sec): 3 clusters
  Score: Raw -187673.873887 + Penalty 2474.491073 = -185199.382814
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (80774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49845.010000 sec): 2 clusters
  Score: Raw -8555485.140404 + Penalty 1836.154192 = -8553648.986212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49845.760000 sec): 3 clusters
  Score: Raw -8503252.658301 + Penalty 3672.308383 = -8499580.349918
  nChanged 38378
		SP:Iteration 1F (49846.400000 sec): 3 clusters
  Score: Raw -8525343.537509 + Penalty 3672.308383 = -8521671.229125
  nChanged 2709
		SP:Iteration 2Q (49847.180000 sec): 3 clusters
  Score: Raw -8525976.239654 + Penalty 3672.308383 = -8522303.931270
  nChanged 2797
		SP:Iteration 3Q (49847.880000 sec): 3 clusters
  Score: Raw -8526710.081994 + Penalty 3672.308383 = -8523037.773611
  nChanged 3078
		SP:Iteration 4Q (49848.610000 sec): 3 clusters
  Score: Raw -8527663.757042 + Penalty 3672.308383 = -8523991.448659
  nChanged 3359
		SP:Iteration 5Q (49849.340000 sec): 3 clusters
  Score: Raw -8528982.959843 + Penalty 3672.308383 = -8525310.651460
  nChanged 3991
		SP:Iteration 6Q (49850.050000 sec): 3 clusters
  Score: Raw -8530992.147762 + Penalty 3672.308383 = -8527319.839379
  nChanged 4556
		SP:Iteration 7F (49850.680000 sec): 3 clusters
  Score: Raw -8533836.190577 + Penalty 3672.308383 = -8530163.882193
  nChanged 4996
		SP:Iteration 8F (49851.300000 sec): 3 clusters
  Score: Raw -8537438.482738 + Penalty 3672.308383 = -8533766.174355
  nChanged 4831
		SP:Iteration 9F (49851.870000 sec): 3 clusters
  Score: Raw -8541330.504283 + Penalty 3672.308383 = -8537658.195900
  nChanged 4267
		SP:Iteration 10F (49852.470000 sec): 3 clusters
  Score: Raw -8544823.764182 + Penalty 3672.308383 = -8541151.455799
  nChanged 3348
		SP:Iteration 11Q (49853.210000 sec): 3 clusters
  Score: Raw -8547432.536425 + Penalty 3672.308383 = -8543760.228042
  nChanged 2454
		SP:Iteration 12Q (49853.880000 sec): 3 clusters
  Score: Raw -8549180.636170 + Penalty 3672.308383 = -8545508.327786
  nChanged 1908
		SP:Iteration 13Q (49854.500000 sec): 3 clusters
  Score: Raw -8550518.280682 + Penalty 3672.308383 = -8546845.972298
  nChanged 1579
		SP:Iteration 14Q (49855.140000 sec): 3 clusters
  Score: Raw -8551617.299687 + Penalty 3672.308383 = -8547944.991303
  nChanged 1356
		SP:Iteration 15Q (49855.740000 sec): 3 clusters
  Score: Raw -8552537.166263 + Penalty 3672.308383 = -8548864.857879
  nChanged 1145
		SP:Iteration 16Q (49856.340000 sec): 3 clusters
  Score: Raw -8553339.813225 + Penalty 3672.308383 = -8549667.504842
  nChanged 948
		SP:Iteration 17Q (49857.010000 sec): 3 clusters
  Score: Raw -8554011.074962 + Penalty 3672.308383 = -8550338.766579
  nChanged 748
		SP:Iteration 18Q (49857.600000 sec): 3 clusters
  Score: Raw -8554538.101340 + Penalty 3672.308383 = -8550865.792957
  nChanged 540
		SP:Iteration 19Q (49858.170000 sec): 3 clusters
  Score: Raw -8554923.936371 + Penalty 3672.308383 = -8551251.627987
  nChanged 370
		SP:Iteration 20F (49858.870000 sec): 3 clusters
  Score: Raw -8555183.895397 + Penalty 3672.308383 = -8551511.587013
  nChanged 272
		SP:Iteration 21Q (49859.490000 sec): 3 clusters
  Score: Raw -8555372.278860 + Penalty 3672.308383 = -8551699.970477
  nChanged 169
		SP:Iteration 22Q (49860.160000 sec): 3 clusters
  Score: Raw -8555481.067622 + Penalty 3672.308383 = -8551808.759238
  nChanged 107
		SP:Iteration 23Q (49860.840000 sec): 3 clusters
  Score: Raw -8555557.472040 + Penalty 3672.308383 = -8551885.163656
  nChanged 90
		SP:Iteration 24Q (49861.470000 sec): 3 clusters
  Score: Raw -8555616.230234 + Penalty 3672.308383 = -8551943.921851
  nChanged 54
		SP:Iteration 25Q (49862.070000 sec): 3 clusters
  Score: Raw -8555652.685947 + Penalty 3672.308383 = -8551980.377564
  nChanged 46
		SP:Iteration 26Q (49862.710000 sec): 3 clusters
  Score: Raw -8555685.788731 + Penalty 3672.308383 = -8552013.480347
  nChanged 35
		SP:Iteration 27Q (49863.280000 sec): 3 clusters
  Score: Raw -8555709.719923 + Penalty 3672.308383 = -8552037.411539
  nChanged 29
		SP:Iteration 28Q (49863.900000 sec): 3 clusters
  Score: Raw -8555728.392480 + Penalty 3672.308383 = -8552056.084096
  nChanged 21
		SP:Iteration 29Q (49864.540000 sec): 3 clusters
  Score: Raw -8555740.176559 + Penalty 3672.308383 = -8552067.868175
  nChanged 13
		SP:Iteration 30Q (49865.240000 sec): 3 clusters
  Score: Raw -8555748.568903 + Penalty 3672.308383 = -8552076.260520
  nChanged 10
		SP:Iteration 31Q (49865.860000 sec): 3 clusters
  Score: Raw -8555755.024108 + Penalty 3672.308383 = -8552082.715725
  nChanged 11
		SP:Iteration 32Q (49866.520000 sec): 3 clusters
  Score: Raw -8555761.970450 + Penalty 3672.308383 = -8552089.662067
  nChanged 10
		SP:Iteration 33Q (49867.100000 sec): 3 clusters
  Score: Raw -8555770.344811 + Penalty 3672.308383 = -8552098.036428
  nChanged 15
		SP:Iteration 34Q (49867.730000 sec): 3 clusters
  Score: Raw -8555783.106658 + Penalty 3672.308383 = -8552110.798274
  nChanged 12
		SP:Iteration 35Q (49868.320000 sec): 3 clusters
  Score: Raw -8555790.782053 + Penalty 3672.308383 = -8552118.473670
  nChanged 10
		SP:Iteration 36Q (49868.950000 sec): 3 clusters
  Score: Raw -8555798.276700 + Penalty 3672.308383 = -8552125.968317
  nChanged 6
		SP:Iteration 37Q (49869.590000 sec): 3 clusters
  Score: Raw -8555802.833085 + Penalty 3672.308383 = -8552130.524701
  nChanged 9
		SP:Iteration 38Q (49870.190000 sec): 3 clusters
  Score: Raw -8555808.288383 + Penalty 3672.308383 = -8552135.980000
  nChanged 9
		SP:Iteration 39Q (49870.950000 sec): 3 clusters
  Score: Raw -8555813.960374 + Penalty 3672.308383 = -8552141.651990
  nChanged 4
		SP:Iteration 40F (49871.770000 sec): 3 clusters
  Score: Raw -8555818.240499 + Penalty 3672.308383 = -8552145.932115
  nChanged 3
		SP:Iteration 41Q (49872.490000 sec): 3 clusters
  Score: Raw -8555820.351300 + Penalty 3672.308383 = -8552148.042917
  nChanged 4
		SP:Iteration 42Q (49873.250000 sec): 3 clusters
  Score: Raw -8555823.983312 + Penalty 3672.308383 = -8552151.674928
  nChanged 1
		SP:Iteration 43Q (49873.980000 sec): 3 clusters
  Score: Raw -8555824.620130 + Penalty 3672.308383 = -8552152.311746
  nChanged 2
		SP:Iteration 44Q (49874.750000 sec): 3 clusters
  Score: Raw -8555825.824153 + Penalty 3672.308383 = -8552153.515770
  nChanged 1
		SP:Iteration 45Q (49875.490000 sec): 3 clusters
  Score: Raw -8555826.326448 + Penalty 3672.308383 = -8552154.018064
  nChanged 1
		SP:Iteration 46Q (49876.230000 sec): 3 clusters
  Score: Raw -8555826.562060 + Penalty 3672.308383 = -8552154.253677
  nChanged 0
		SP:Iteration 47F (49877.050000 sec): 3 clusters
  Score: Raw -8555826.562060 + Penalty 3672.308383 = -8552154.253677
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49877.170000 sec): 2 clusters
  Score: Raw -674762.348662 + Penalty 1441.094283 = -673321.254380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49877.390000 sec): 3 clusters
  Score: Raw -670941.879964 + Penalty 2882.188565 = -668059.691398
  nChanged 2965
		SP:Iteration 1F (49877.590000 sec): 3 clusters
  Score: Raw -672586.566232 + Penalty 2882.188565 = -669704.377666
  nChanged 541
		SP:Iteration 2F (49877.790000 sec): 3 clusters
  Score: Raw -672908.681792 + Penalty 2882.188565 = -670026.493227
  nChanged 494
		SP:Iteration 3F (49878.000000 sec): 3 clusters
  Score: Raw -673213.396008 + Penalty 2882.188565 = -670331.207442
  nChanged 385
		SP:Iteration 4F (49878.200000 sec): 3 clusters
  Score: Raw -673452.055176 + Penalty 2882.188565 = -670569.866610
  nChanged 346
		SP:Iteration 5Q (49878.400000 sec): 3 clusters
  Score: Raw -673662.790889 + Penalty 2882.188565 = -670780.602324
  nChanged 302
		SP:Iteration 6Q (49878.600000 sec): 3 clusters
  Score: Raw -673832.300924 + Penalty 2882.188565 = -670950.112359
  nChanged 264
		SP:Iteration 7Q (49878.800000 sec): 3 clusters
  Score: Raw -673958.177904 + Penalty 2882.188565 = -671075.989339
  nChanged 200
		SP:Iteration 8Q (49879.010000 sec): 3 clusters
  Score: Raw -674040.927295 + Penalty 2882.188565 = -671158.738729
  nChanged 159
		SP:Iteration 9Q (49879.210000 sec): 3 clusters
  Score: Raw -674099.634267 + Penalty 2882.188565 = -671217.445701
  nChanged 118
		SP:Iteration 10Q (49879.420000 sec): 3 clusters
  Score: Raw -674138.826948 + Penalty 2882.188565 = -671256.638382
  nChanged 108
		SP:Iteration 11Q (49879.620000 sec): 3 clusters
  Score: Raw -674173.823362 + Penalty 2882.188565 = -671291.634796
  nChanged 79
		SP:Iteration 12Q (49879.820000 sec): 3 clusters
  Score: Raw -674197.463604 + Penalty 2882.188565 = -671315.275039
  nChanged 61
		SP:Iteration 13Q (49880.030000 sec): 3 clusters
  Score: Raw -674209.652358 + Penalty 2882.188565 = -671327.463792
  nChanged 38
		SP:Iteration 14Q (49880.230000 sec): 3 clusters
  Score: Raw -674217.333428 + Penalty 2882.188565 = -671335.144862
  nChanged 35
		SP:Iteration 15Q (49880.430000 sec): 3 clusters
  Score: Raw -674223.421778 + Penalty 2882.188565 = -671341.233212
  nChanged 31
		SP:Iteration 16Q (49880.630000 sec): 3 clusters
  Score: Raw -674232.220826 + Penalty 2882.188565 = -671350.032261
  nChanged 35
		SP:Iteration 17Q (49880.840000 sec): 3 clusters
  Score: Raw -674240.117952 + Penalty 2882.188565 = -671357.929386
  nChanged 35
		SP:Iteration 18Q (49881.040000 sec): 3 clusters
  Score: Raw -674247.940911 + Penalty 2882.188565 = -671365.752345
  nChanged 34
		SP:Iteration 19Q (49881.240000 sec): 3 clusters
  Score: Raw -674255.675791 + Penalty 2882.188565 = -671373.487225
  nChanged 26
		SP:Iteration 20F (49881.440000 sec): 3 clusters
  Score: Raw -674261.669810 + Penalty 2882.188565 = -671379.481245
  nChanged 25
		SP:Iteration 21Q (49881.680000 sec): 3 clusters
  Score: Raw -674267.840816 + Penalty 2882.188565 = -671385.652251
  nChanged 24
		SP:Iteration 22Q (49881.900000 sec): 3 clusters
  Score: Raw -674272.640306 + Penalty 2882.188565 = -671390.451741
  nChanged 17
		SP:Iteration 23Q (49882.130000 sec): 3 clusters
  Score: Raw -674275.823032 + Penalty 2882.188565 = -671393.634466
  nChanged 13
		SP:Iteration 24Q (49882.380000 sec): 3 clusters
  Score: Raw -674277.580403 + Penalty 2882.188565 = -671395.391837
  nChanged 7
		SP:Iteration 25Q (49882.550000 sec): 3 clusters
  Score: Raw -674278.616291 + Penalty 2882.188565 = -671396.427726
  nChanged 5
		SP:Iteration 26Q (49882.730000 sec): 3 clusters
  Score: Raw -674279.167605 + Penalty 2882.188565 = -671396.979039
  nChanged 5
		SP:Iteration 27Q (49882.910000 sec): 3 clusters
  Score: Raw -674280.049384 + Penalty 2882.188565 = -671397.860818
  nChanged 6
		SP:Iteration 28Q (49883.150000 sec): 3 clusters
  Score: Raw -674280.904866 + Penalty 2882.188565 = -671398.716300
  nChanged 7
		SP:Iteration 29Q (49883.350000 sec): 3 clusters
  Score: Raw -674281.864132 + Penalty 2882.188565 = -671399.675567
  nChanged 4
		SP:Iteration 30Q (49883.620000 sec): 3 clusters
  Score: Raw -674282.350692 + Penalty 2882.188565 = -671400.162127
  nChanged 3
		SP:Iteration 31Q (49883.930000 sec): 3 clusters
  Score: Raw -674282.706909 + Penalty 2882.188565 = -671400.518343
  nChanged 2
		SP:Iteration 32Q (49884.140000 sec): 3 clusters
  Score: Raw -674282.896469 + Penalty 2882.188565 = -671400.707904
  nChanged 2
		SP:Iteration 33Q (49884.270000 sec): 3 clusters
  Score: Raw -674283.261971 + Penalty 2882.188565 = -671401.073406
  nChanged 3
		SP:Iteration 34Q (49884.470000 sec): 3 clusters
  Score: Raw -674283.947516 + Penalty 2882.188565 = -671401.758951
  nChanged 6
		SP:Iteration 35Q (49884.660000 sec): 3 clusters
  Score: Raw -674285.129613 + Penalty 2882.188565 = -671402.941048
  nChanged 6
		SP:Iteration 36Q (49884.850000 sec): 3 clusters
  Score: Raw -674286.542635 + Penalty 2882.188565 = -671404.354069
  nChanged 5
		SP:Iteration 37Q (49885.000000 sec): 3 clusters
  Score: Raw -674287.642173 + Penalty 2882.188565 = -671405.453608
  nChanged 8
		SP:Iteration 38Q (49885.210000 sec): 3 clusters
  Score: Raw -674289.125980 + Penalty 2882.188565 = -671406.937415
  nChanged 9
		SP:Iteration 39Q (49885.430000 sec): 3 clusters
  Score: Raw -674290.446270 + Penalty 2882.188565 = -671408.257704
  nChanged 10
		SP:Iteration 40F (49885.720000 sec): 3 clusters
  Score: Raw -674292.616811 + Penalty 2882.188565 = -671410.428246
  nChanged 14
		SP:Iteration 41Q (49885.980000 sec): 3 clusters
  Score: Raw -674294.609322 + Penalty 2882.188565 = -671412.420756
  nChanged 7
		SP:Iteration 42Q (49886.220000 sec): 3 clusters
  Score: Raw -674296.113891 + Penalty 2882.188565 = -671413.925326
  nChanged 8
		SP:Iteration 43Q (49886.430000 sec): 3 clusters
  Score: Raw -674297.616808 + Penalty 2882.188565 = -671415.428242
  nChanged 8
		SP:Iteration 44Q (49886.680000 sec): 3 clusters
  Score: Raw -674299.460023 + Penalty 2882.188565 = -671417.271458
  nChanged 8
		SP:Iteration 45Q (49886.860000 sec): 3 clusters
  Score: Raw -674301.072205 + Penalty 2882.188565 = -671418.883640
  nChanged 8
		SP:Iteration 46Q (49887.080000 sec): 3 clusters
  Score: Raw -674302.533736 + Penalty 2882.188565 = -671420.345170
  nChanged 5
		SP:Iteration 47Q (49887.280000 sec): 3 clusters
  Score: Raw -674304.190969 + Penalty 2882.188565 = -671422.002403
  nChanged 12
		SP:Iteration 48Q (49887.520000 sec): 3 clusters
  Score: Raw -674306.877050 + Penalty 2882.188565 = -671424.688484
  nChanged 19
		SP:Iteration 49Q (49887.720000 sec): 3 clusters
  Score: Raw -674310.676238 + Penalty 2882.188565 = -671428.487672
  nChanged 20
		SP:Iteration 50Q (49887.900000 sec): 3 clusters
  Score: Raw -674314.173396 + Penalty 2882.188565 = -671431.984831
  nChanged 17
		SP:Iteration 51Q (49888.120000 sec): 3 clusters
  Score: Raw -674317.435159 + Penalty 2882.188565 = -671435.246594
  nChanged 12
		SP:Iteration 52Q (49888.340000 sec): 3 clusters
  Score: Raw -674319.684845 + Penalty 2882.188565 = -671437.496280
  nChanged 11
		SP:Iteration 53Q (49888.580000 sec): 3 clusters
  Score: Raw -674321.240825 + Penalty 2882.188565 = -671439.052259
  nChanged 7
		SP:Iteration 54Q (49888.830000 sec): 3 clusters
  Score: Raw -674322.146481 + Penalty 2882.188565 = -671439.957915
  nChanged 9
		SP:Iteration 55Q (49889.010000 sec): 3 clusters
  Score: Raw -674323.473107 + Penalty 2882.188565 = -671441.284542
  nChanged 9
		SP:Iteration 56Q (49889.190000 sec): 3 clusters
  Score: Raw -674325.006793 + Penalty 2882.188565 = -671442.818228
  nChanged 11
		SP:Iteration 57Q (49889.410000 sec): 3 clusters
  Score: Raw -674326.616538 + Penalty 2882.188565 = -671444.427972
  nChanged 6
		SP:Iteration 58Q (49889.630000 sec): 3 clusters
  Score: Raw -674327.575667 + Penalty 2882.188565 = -671445.387102
  nChanged 4
		SP:Iteration 59Q (49889.810000 sec): 3 clusters
  Score: Raw -674328.344124 + Penalty 2882.188565 = -671446.155559
  nChanged 6
		SP:Iteration 60F (49889.990000 sec): 3 clusters
  Score: Raw -674329.325040 + Penalty 2882.188565 = -671447.136475
  nChanged 6
		SP:Iteration 61Q (49890.180000 sec): 3 clusters
  Score: Raw -674330.263374 + Penalty 2882.188565 = -671448.074809
  nChanged 5
		SP:Iteration 62Q (49890.390000 sec): 3 clusters
  Score: Raw -674330.929715 + Penalty 2882.188565 = -671448.741150
  nChanged 6
		SP:Iteration 63Q (49890.660000 sec): 3 clusters
  Score: Raw -674331.869676 + Penalty 2882.188565 = -671449.681111
  nChanged 8
		SP:Iteration 64Q (49890.920000 sec): 3 clusters
  Score: Raw -674332.818992 + Penalty 2882.188565 = -671450.630426
  nChanged 7
		SP:Iteration 65Q (49891.150000 sec): 3 clusters
  Score: Raw -674334.082148 + Penalty 2882.188565 = -671451.893582
  nChanged 4
		SP:Iteration 66Q (49891.360000 sec): 3 clusters
  Score: Raw -674334.717071 + Penalty 2882.188565 = -671452.528506
  nChanged 4
		SP:Iteration 67Q (49891.550000 sec): 3 clusters
  Score: Raw -674335.107335 + Penalty 2882.188565 = -671452.918770
  nChanged 1
		SP:Iteration 68Q (49891.750000 sec): 3 clusters
  Score: Raw -674335.322583 + Penalty 2882.188565 = -671453.134018
  nChanged 5
		SP:Iteration 69Q (49892.000000 sec): 3 clusters
  Score: Raw -674336.385900 + Penalty 2882.188565 = -671454.197335
  nChanged 7
		SP:Iteration 70Q (49892.200000 sec): 3 clusters
  Score: Raw -674338.076769 + Penalty 2882.188565 = -671455.888203
  nChanged 6
		SP:Iteration 71Q (49892.390000 sec): 3 clusters
  Score: Raw -674339.195072 + Penalty 2882.188565 = -671457.006506
  nChanged 7
		SP:Iteration 72Q (49892.570000 sec): 3 clusters
  Score: Raw -674341.118657 + Penalty 2882.188565 = -671458.930091
  nChanged 17
		SP:Iteration 73Q (49892.780000 sec): 3 clusters
  Score: Raw -674345.381376 + Penalty 2882.188565 = -671463.192811
  nChanged 19
		SP:Iteration 74Q (49892.960000 sec): 3 clusters
  Score: Raw -674349.995578 + Penalty 2882.188565 = -671467.807013
  nChanged 17
		SP:Iteration 75Q (49893.140000 sec): 3 clusters
  Score: Raw -674354.025535 + Penalty 2882.188565 = -671471.836970
  nChanged 24
		SP:Iteration 76Q (49893.380000 sec): 3 clusters
  Score: Raw -674359.440727 + Penalty 2882.188565 = -671477.252161
  nChanged 27
		SP:Iteration 77Q (49893.650000 sec): 3 clusters
  Score: Raw -674364.983409 + Penalty 2882.188565 = -671482.794843
  nChanged 27
		SP:Iteration 78Q (49893.920000 sec): 3 clusters
  Score: Raw -674369.798671 + Penalty 2882.188565 = -671487.610106
  nChanged 16
		SP:Iteration 79Q (49894.120000 sec): 3 clusters
  Score: Raw -674373.038739 + Penalty 2882.188565 = -671490.850174
  nChanged 15
		SP:Iteration 80F (49894.300000 sec): 3 clusters
  Score: Raw -674376.058084 + Penalty 2882.188565 = -671493.869519
  nChanged 15
		SP:Iteration 81Q (49894.520000 sec): 3 clusters
  Score: Raw -674379.103343 + Penalty 2882.188565 = -671496.914777
  nChanged 17
		SP:Iteration 82Q (49894.730000 sec): 3 clusters
  Score: Raw -674383.978806 + Penalty 2882.188565 = -671501.790241
  nChanged 23
		SP:Iteration 83Q (49894.940000 sec): 3 clusters
  Score: Raw -674389.214702 + Penalty 2882.188565 = -671507.026136
  nChanged 18
		SP:Iteration 84Q (49895.100000 sec): 3 clusters
  Score: Raw -674392.929409 + Penalty 2882.188565 = -671510.740844
  nChanged 16
		SP:Iteration 85Q (49895.290000 sec): 3 clusters
  Score: Raw -674395.331361 + Penalty 2882.188565 = -671513.142796
  nChanged 12
		SP:Iteration 86Q (49895.450000 sec): 3 clusters
  Score: Raw -674397.615252 + Penalty 2882.188565 = -671515.426687
  nChanged 12
		SP:Iteration 87Q (49895.590000 sec): 3 clusters
  Score: Raw -674399.868525 + Penalty 2882.188565 = -671517.679960
  nChanged 8
		SP:Iteration 88Q (49895.820000 sec): 3 clusters
  Score: Raw -674401.250829 + Penalty 2882.188565 = -671519.062264
  nChanged 9
		SP:Iteration 89Q (49896.030000 sec): 3 clusters
  Score: Raw -674402.876484 + Penalty 2882.188565 = -671520.687918
  nChanged 11
		SP:Iteration 90Q (49896.200000 sec): 3 clusters
  Score: Raw -674405.576735 + Penalty 2882.188565 = -671523.388170
  nChanged 18
		SP:Iteration 91Q (49896.440000 sec): 3 clusters
  Score: Raw -674409.816713 + Penalty 2882.188565 = -671527.628147
  nChanged 17
		SP:Iteration 92Q (49896.570000 sec): 3 clusters
  Score: Raw -674412.955172 + Penalty 2882.188565 = -671530.766606
  nChanged 13
		SP:Iteration 93Q (49896.780000 sec): 3 clusters
  Score: Raw -674416.475508 + Penalty 2882.188565 = -671534.286943
  nChanged 14
		SP:Iteration 94Q (49897.030000 sec): 3 clusters
  Score: Raw -674419.071885 + Penalty 2882.188565 = -671536.883320
  nChanged 13
		SP:Iteration 95Q (49897.190000 sec): 3 clusters
  Score: Raw -674423.787484 + Penalty 2882.188565 = -671541.598919
  nChanged 17
		SP:Iteration 96Q (49897.390000 sec): 3 clusters
  Score: Raw -674427.742531 + Penalty 2882.188565 = -671545.553965
  nChanged 20
		SP:Iteration 97Q (49897.590000 sec): 3 clusters
  Score: Raw -674433.441800 + Penalty 2882.188565 = -671551.253234
  nChanged 25
		SP:Iteration 98Q (49897.830000 sec): 3 clusters
  Score: Raw -674440.812161 + Penalty 2882.188565 = -671558.623596
  nChanged 27
		SP:Iteration 99Q (49898.000000 sec): 3 clusters
  Score: Raw -674448.446419 + Penalty 2882.188565 = -671566.257853
  nChanged 27
		SP:Iteration 100F (49898.160000 sec): 3 clusters
  Score: Raw -674456.018429 + Penalty 2882.188565 = -671573.829863
  nChanged 37
		SP:Iteration 101Q (49898.390000 sec): 3 clusters
  Score: Raw -674465.560070 + Penalty 2882.188565 = -671583.371504
  nChanged 36
		SP:Iteration 102Q (49898.620000 sec): 3 clusters
  Score: Raw -674475.061239 + Penalty 2882.188565 = -671592.872674
  nChanged 41
		SP:Iteration 103Q (49898.930000 sec): 3 clusters
  Score: Raw -674485.173279 + Penalty 2882.188565 = -671602.984714
  nChanged 28
		SP:Iteration 104Q (49899.110000 sec): 3 clusters
  Score: Raw -674493.894047 + Penalty 2882.188565 = -671611.705481
  nChanged 33
		SP:Iteration 105Q (49899.310000 sec): 3 clusters
  Score: Raw -674502.773638 + Penalty 2882.188565 = -671620.585073
  nChanged 33
		SP:Iteration 106Q (49899.510000 sec): 3 clusters
  Score: Raw -674511.805761 + Penalty 2882.188565 = -671629.617196
  nChanged 28
		SP:Iteration 107Q (49899.760000 sec): 3 clusters
  Score: Raw -674519.913305 + Penalty 2882.188565 = -671637.724739
  nChanged 28
		SP:Iteration 108Q (49899.970000 sec): 3 clusters
  Score: Raw -674527.609120 + Penalty 2882.188565 = -671645.420555
  nChanged 25
		SP:Iteration 109Q (49900.260000 sec): 3 clusters
  Score: Raw -674534.512396 + Penalty 2882.188565 = -671652.323830
  nChanged 31
		SP:Iteration 110Q (49900.450000 sec): 3 clusters
  Score: Raw -674549.031381 + Penalty 2882.188565 = -671666.842816
  nChanged 40
		SP:Iteration 111Q (49900.640000 sec): 3 clusters
  Score: Raw -674568.249422 + Penalty 2882.188565 = -671686.060856
  nChanged 44
		SP:Iteration 112Q (49900.810000 sec): 3 clusters
  Score: Raw -674583.501690 + Penalty 2882.188565 = -671701.313124
  nChanged 40
		SP:Iteration 113Q (49901.000000 sec): 3 clusters
  Score: Raw -674600.849121 + Penalty 2882.188565 = -671718.660556
  nChanged 49
		SP:Iteration 114Q (49901.220000 sec): 3 clusters
  Score: Raw -674618.017535 + Penalty 2882.188565 = -671735.828970
  nChanged 46
		SP:Iteration 115Q (49901.410000 sec): 3 clusters
  Score: Raw -674638.157858 + Penalty 2882.188565 = -671755.969292
  nChanged 44
		SP:Iteration 116Q (49901.590000 sec): 3 clusters
  Score: Raw -674657.528141 + Penalty 2882.188565 = -671775.339576
  nChanged 51
		SP:Iteration 117Q (49901.790000 sec): 3 clusters
  Score: Raw -674680.242516 + Penalty 2882.188565 = -671798.053950
  nChanged 53
		SP:Iteration 118Q (49901.990000 sec): 3 clusters
  Score: Raw -674701.300814 + Penalty 2882.188565 = -671819.112249
  nChanged 50
		SP:Iteration 119Q (49902.250000 sec): 3 clusters
  Score: Raw -674730.045758 + Penalty 2882.188565 = -671847.857193
  nChanged 60
		SP:Iteration 120F (49902.500000 sec): 3 clusters
  Score: Raw -674755.766445 + Penalty 2882.188565 = -671873.577879
  nChanged 43
		SP:Iteration 121Q (49902.660000 sec): 3 clusters
  Score: Raw -674776.772184 + Penalty 2882.188565 = -671894.583618
  nChanged 47
		SP:Iteration 122Q (49902.900000 sec): 3 clusters
  Score: Raw -674803.856953 + Penalty 2882.188565 = -671921.668388
  nChanged 50
		SP:Iteration 123Q (49903.070000 sec): 3 clusters
  Score: Raw -674830.103991 + Penalty 2882.188565 = -671947.915426
  nChanged 56
		SP:Iteration 124Q (49903.270000 sec): 3 clusters
  Score: Raw -674867.436444 + Penalty 2882.188565 = -671985.247878
  nChanged 57
		SP:Iteration 125Q (49903.470000 sec): 3 clusters
  Score: Raw -674900.884029 + Penalty 2882.188565 = -672018.695463
  nChanged 53
		SP:Iteration 126Q (49903.690000 sec): 3 clusters
  Score: Raw -674932.535413 + Penalty 2882.188565 = -672050.346848
  nChanged 48
		SP:Iteration 127Q (49903.890000 sec): 3 clusters
  Score: Raw -674964.675458 + Penalty 2882.188565 = -672082.486892
  nChanged 57
		SP:Iteration 128Q (49904.080000 sec): 3 clusters
  Score: Raw -675000.119280 + Penalty 2882.188565 = -672117.930715
  nChanged 43
		SP:Iteration 129Q (49904.230000 sec): 3 clusters
  Score: Raw -675028.498421 + Penalty 2882.188565 = -672146.309856
  nChanged 42
		SP:Iteration 130Q (49904.440000 sec): 3 clusters
  Score: Raw -675052.388261 + Penalty 2882.188565 = -672170.199695
  nChanged 44
		SP:Iteration 131Q (49904.630000 sec): 3 clusters
  Score: Raw -675077.670341 + Penalty 2882.188565 = -672195.481776
  nChanged 42
		SP:Iteration 132Q (49904.850000 sec): 3 clusters
  Score: Raw -675096.625102 + Penalty 2882.188565 = -672214.436537
  nChanged 38
		SP:Iteration 133Q (49905.040000 sec): 3 clusters
  Score: Raw -675113.066579 + Penalty 2882.188565 = -672230.878014
  nChanged 32
		SP:Iteration 134Q (49905.200000 sec): 3 clusters
  Score: Raw -675126.103311 + Penalty 2882.188565 = -672243.914746
  nChanged 27
		SP:Iteration 135Q (49905.410000 sec): 3 clusters
  Score: Raw -675140.331541 + Penalty 2882.188565 = -672258.142975
  nChanged 21
		SP:Iteration 136Q (49905.610000 sec): 3 clusters
  Score: Raw -675147.177683 + Penalty 2882.188565 = -672264.989118
  nChanged 12
		SP:Iteration 137Q (49905.740000 sec): 3 clusters
  Score: Raw -675150.806900 + Penalty 2882.188565 = -672268.618334
  nChanged 8
		SP:Iteration 138Q (49905.900000 sec): 3 clusters
  Score: Raw -675152.747526 + Penalty 2882.188565 = -672270.558960
  nChanged 6
		SP:Iteration 139Q (49906.040000 sec): 3 clusters
  Score: Raw -675154.374480 + Penalty 2882.188565 = -672272.185914
  nChanged 6
		SP:Iteration 140F (49906.240000 sec): 3 clusters
  Score: Raw -675156.300962 + Penalty 2882.188565 = -672274.112397
  nChanged 4
		SP:Iteration 141Q (49906.420000 sec): 3 clusters
  Score: Raw -675158.030038 + Penalty 2882.188565 = -672275.841472
  nChanged 4
		SP:Iteration 142Q (49906.550000 sec): 3 clusters
  Score: Raw -675159.496055 + Penalty 2882.188565 = -672277.307490
  nChanged 5
		SP:Iteration 143Q (49906.700000 sec): 3 clusters
  Score: Raw -675161.362348 + Penalty 2882.188565 = -672279.173782
  nChanged 4
		SP:Iteration 144Q (49906.860000 sec): 3 clusters
  Score: Raw -675164.019437 + Penalty 2882.188565 = -672281.830872
  nChanged 7
		SP:Iteration 145Q (49907.020000 sec): 3 clusters
  Score: Raw -675166.984240 + Penalty 2882.188565 = -672284.795675
  nChanged 8
		SP:Iteration 146Q (49907.150000 sec): 3 clusters
  Score: Raw -675169.427762 + Penalty 2882.188565 = -672287.239196
  nChanged 2
		SP:Iteration 147Q (49907.310000 sec): 3 clusters
  Score: Raw -675170.461184 + Penalty 2882.188565 = -672288.272618
  nChanged 2
		SP:Iteration 148Q (49907.520000 sec): 3 clusters
  Score: Raw -675171.467700 + Penalty 2882.188565 = -672289.279134
  nChanged 5
		SP:Iteration 149Q (49907.740000 sec): 3 clusters
  Score: Raw -675172.742224 + Penalty 2882.188565 = -672290.553659
  nChanged 4
		SP:Iteration 150Q (49907.930000 sec): 3 clusters
  Score: Raw -675173.866394 + Penalty 2882.188565 = -672291.677829
  nChanged 3
		SP:Iteration 151Q (49908.270000 sec): 3 clusters
  Score: Raw -675175.045006 + Penalty 2882.188565 = -672292.856440
  nChanged 2
		SP:Iteration 152Q (49908.470000 sec): 3 clusters
  Score: Raw -675175.464576 + Penalty 2882.188565 = -672293.276011
  nChanged 0
		SP:Iteration 153F (49908.660000 sec): 3 clusters
  Score: Raw -675175.464576 + Penalty 2882.188565 = -672293.276011
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49908.780000 sec): 2 clusters
  Score: Raw -565248.533456 + Penalty 1394.825668 = -563853.707788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49909.010000 sec): 3 clusters
  Score: Raw -562444.249810 + Penalty 2789.651336 = -559654.598474
  nChanged 2194
		SP:Iteration 1F (49909.200000 sec): 3 clusters
  Score: Raw -563663.565823 + Penalty 2789.651336 = -560873.914487
  nChanged 371
		SP:Iteration 2F (49909.380000 sec): 3 clusters
  Score: Raw -563857.993983 + Penalty 2789.651336 = -561068.342647
  nChanged 264
		SP:Iteration 3Q (49909.560000 sec): 3 clusters
  Score: Raw -563992.651216 + Penalty 2789.651336 = -561202.999880
  nChanged 207
		SP:Iteration 4Q (49909.780000 sec): 3 clusters
  Score: Raw -564097.769361 + Penalty 2789.651336 = -561308.118026
  nChanged 184
		SP:Iteration 5Q (49909.980000 sec): 3 clusters
  Score: Raw -564186.322003 + Penalty 2789.651336 = -561396.670667
  nChanged 156
		SP:Iteration 6Q (49910.180000 sec): 3 clusters
  Score: Raw -564254.641642 + Penalty 2789.651336 = -561464.990307
  nChanged 141
		SP:Iteration 7Q (49910.360000 sec): 3 clusters
  Score: Raw -564319.748079 + Penalty 2789.651336 = -561530.096743
  nChanged 129
		SP:Iteration 8Q (49910.490000 sec): 3 clusters
  Score: Raw -564382.106820 + Penalty 2789.651336 = -561592.455485
  nChanged 140
		SP:Iteration 9Q (49910.620000 sec): 3 clusters
  Score: Raw -564452.414387 + Penalty 2789.651336 = -561662.763051
  nChanged 131
		SP:Iteration 10Q (49910.820000 sec): 3 clusters
  Score: Raw -564519.730884 + Penalty 2789.651336 = -561730.079548
  nChanged 111
		SP:Iteration 11Q (49911.070000 sec): 3 clusters
  Score: Raw -564581.625228 + Penalty 2789.651336 = -561791.973892
  nChanged 123
		SP:Iteration 12Q (49911.240000 sec): 3 clusters
  Score: Raw -564645.786044 + Penalty 2789.651336 = -561856.134708
  nChanged 121
		SP:Iteration 13Q (49911.440000 sec): 3 clusters
  Score: Raw -564721.006998 + Penalty 2789.651336 = -561931.355662
  nChanged 120
		SP:Iteration 14Q (49911.640000 sec): 3 clusters
  Score: Raw -564788.019279 + Penalty 2789.651336 = -561998.367943
  nChanged 127
		SP:Iteration 15Q (49911.850000 sec): 3 clusters
  Score: Raw -564859.120254 + Penalty 2789.651336 = -562069.468918
  nChanged 104
		SP:Iteration 16Q (49912.070000 sec): 3 clusters
  Score: Raw -564925.991524 + Penalty 2789.651336 = -562136.340188
  nChanged 116
		SP:Iteration 17Q (49912.270000 sec): 3 clusters
  Score: Raw -565014.398899 + Penalty 2789.651336 = -562224.747563
  nChanged 112
		SP:Iteration 18Q (49912.500000 sec): 3 clusters
  Score: Raw -565108.702408 + Penalty 2789.651336 = -562319.051072
  nChanged 112
		SP:Iteration 19Q (49912.720000 sec): 3 clusters
  Score: Raw -565258.905207 + Penalty 2789.651336 = -562469.253871
  nChanged 99
		SP:Iteration 20F (49912.930000 sec): 3 clusters
  Score: Raw -565403.351698 + Penalty 2789.651336 = -562613.700362
  nChanged 88
		SP:Iteration 21Q (49913.190000 sec): 3 clusters
  Score: Raw -565481.233774 + Penalty 2789.651336 = -562691.582438
  nChanged 60
		SP:Iteration 22Q (49913.440000 sec): 3 clusters
  Score: Raw -565515.506029 + Penalty 2789.651336 = -562725.854693
  nChanged 56
		SP:Iteration 23Q (49913.630000 sec): 3 clusters
  Score: Raw -565542.583348 + Penalty 2789.651336 = -562752.932012
  nChanged 39
		SP:Iteration 24Q (49913.850000 sec): 3 clusters
  Score: Raw -565558.149469 + Penalty 2789.651336 = -562768.498133
  nChanged 30
		SP:Iteration 25Q (49914.020000 sec): 3 clusters
  Score: Raw -565569.154957 + Penalty 2789.651336 = -562779.503621
  nChanged 22
		SP:Iteration 26Q (49914.180000 sec): 3 clusters
  Score: Raw -565576.903395 + Penalty 2789.651336 = -562787.252059
  nChanged 13
		SP:Iteration 27Q (49914.300000 sec): 3 clusters
  Score: Raw -565580.489154 + Penalty 2789.651336 = -562790.837818
  nChanged 12
		SP:Iteration 28Q (49914.450000 sec): 3 clusters
  Score: Raw -565585.280292 + Penalty 2789.651336 = -562795.628956
  nChanged 19
		SP:Iteration 29Q (49914.590000 sec): 3 clusters
  Score: Raw -565592.167579 + Penalty 2789.651336 = -562802.516244
  nChanged 16
		SP:Iteration 30Q (49914.730000 sec): 3 clusters
  Score: Raw -565598.401954 + Penalty 2789.651336 = -562808.750618
  nChanged 19
		SP:Iteration 31Q (49914.880000 sec): 3 clusters
  Score: Raw -565605.518100 + Penalty 2789.651336 = -562815.866764
  nChanged 17
		SP:Iteration 32Q (49915.020000 sec): 3 clusters
  Score: Raw -565612.444773 + Penalty 2789.651336 = -562822.793437
  nChanged 15
		SP:Iteration 33Q (49915.170000 sec): 3 clusters
  Score: Raw -565617.660650 + Penalty 2789.651336 = -562828.009314
  nChanged 8
		SP:Iteration 34Q (49915.340000 sec): 3 clusters
  Score: Raw -565620.796409 + Penalty 2789.651336 = -562831.145073
  nChanged 10
		SP:Iteration 35Q (49915.520000 sec): 3 clusters
  Score: Raw -565624.356597 + Penalty 2789.651336 = -562834.705261
  nChanged 8
		SP:Iteration 36Q (49915.690000 sec): 3 clusters
  Score: Raw -565626.531702 + Penalty 2789.651336 = -562836.880367
  nChanged 5
		SP:Iteration 37Q (49915.830000 sec): 3 clusters
  Score: Raw -565628.003761 + Penalty 2789.651336 = -562838.352425
  nChanged 3
		SP:Iteration 38Q (49916.100000 sec): 3 clusters
  Score: Raw -565629.435143 + Penalty 2789.651336 = -562839.783807
  nChanged 3
		SP:Iteration 39Q (49916.300000 sec): 3 clusters
  Score: Raw -565630.352063 + Penalty 2789.651336 = -562840.700728
  nChanged 1
		SP:Iteration 40F (49916.470000 sec): 3 clusters
  Score: Raw -565630.596366 + Penalty 2789.651336 = -562840.945030
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49916.580000 sec): 2 clusters
  Score: Raw -72441.864110 + Penalty 1094.371145 = -71347.492965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49916.800000 sec): 3 clusters
  Score: Raw -72316.025171 + Penalty 2188.742289 = -70127.282882
  nChanged 262
		SP:Iteration 1F (49917.010000 sec): 3 clusters
  Score: Raw -72651.174242 + Penalty 2188.742289 = -70462.431953
  nChanged 67
		SP:Iteration 2F (49917.170000 sec): 3 clusters
  Score: Raw -72802.673775 + Penalty 2188.742289 = -70613.931485
  nChanged 51
		SP:Iteration 3F (49917.300000 sec): 3 clusters
  Score: Raw -72880.935184 + Penalty 2188.742289 = -70692.192894
  nChanged 25
		SP:Iteration 4Q (49917.430000 sec): 3 clusters
  Score: Raw -72925.781073 + Penalty 2188.742289 = -70737.038784
  nChanged 29
		SP:Iteration 5Q (49917.560000 sec): 3 clusters
  Score: Raw -72975.929175 + Penalty 2188.742289 = -70787.186885
  nChanged 22
		SP:Iteration 6Q (49917.700000 sec): 3 clusters
  Score: Raw -73014.577694 + Penalty 2188.742289 = -70825.835405
  nChanged 19
		SP:Iteration 7Q (49917.840000 sec): 3 clusters
  Score: Raw -73047.379794 + Penalty 2188.742289 = -70858.637505
  nChanged 10
		SP:Iteration 8Q (49918.020000 sec): 3 clusters
  Score: Raw -73059.714169 + Penalty 2188.742289 = -70870.971879
  nChanged 5
		SP:Iteration 9Q (49918.190000 sec): 3 clusters
  Score: Raw -73074.071834 + Penalty 2188.742289 = -70885.329544
  nChanged 6
		SP:Iteration 10Q (49918.420000 sec): 3 clusters
  Score: Raw -73095.194957 + Penalty 2188.742289 = -70906.452668
  nChanged 8
		SP:Iteration 11Q (49918.590000 sec): 3 clusters
  Score: Raw -73113.243776 + Penalty 2188.742289 = -70924.501486
  nChanged 8
		SP:Iteration 12Q (49918.810000 sec): 3 clusters
  Score: Raw -73124.675090 + Penalty 2188.742289 = -70935.932801
  nChanged 6
		SP:Iteration 13Q (49918.950000 sec): 3 clusters
  Score: Raw -73138.518419 + Penalty 2188.742289 = -70949.776130
  nChanged 9
		SP:Iteration 14Q (49919.100000 sec): 3 clusters
  Score: Raw -73146.535998 + Penalty 2188.742289 = -70957.793709
  nChanged 2
		SP:Iteration 15Q (49919.270000 sec): 3 clusters
  Score: Raw -73148.925253 + Penalty 2188.742289 = -70960.182963
  nChanged 0
		SP:Iteration 16F (49919.430000 sec): 3 clusters
  Score: Raw -73148.925253 + Penalty 2188.742289 = -70960.182963
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49919.600000 sec): 2 clusters
  Score: Raw -1320377.383629 + Penalty 1533.848599 = -1318843.535030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49919.860000 sec): 3 clusters
  Score: Raw -1313110.210106 + Penalty 3067.697198 = -1310042.512908
  nChanged 5602
		SP:Iteration 1F (49920.160000 sec): 3 clusters
  Score: Raw -1316104.142115 + Penalty 3067.697198 = -1313036.444917
  nChanged 759
		SP:Iteration 2F (49920.440000 sec): 3 clusters
  Score: Raw -1316456.042729 + Penalty 3067.697198 = -1313388.345531
  nChanged 675
		SP:Iteration 3F (49920.680000 sec): 3 clusters
  Score: Raw -1316787.481073 + Penalty 3067.697198 = -1313719.783875
  nChanged 631
		SP:Iteration 4F (49920.910000 sec): 3 clusters
  Score: Raw -1317087.040732 + Penalty 3067.697198 = -1314019.343534
  nChanged 556
		SP:Iteration 5Q (49921.150000 sec): 3 clusters
  Score: Raw -1317391.637059 + Penalty 3067.697198 = -1314323.939861
  nChanged 566
		SP:Iteration 6Q (49921.420000 sec): 3 clusters
  Score: Raw -1317684.293143 + Penalty 3067.697198 = -1314616.595945
  nChanged 535
		SP:Iteration 7Q (49921.650000 sec): 3 clusters
  Score: Raw -1317992.339562 + Penalty 3067.697198 = -1314924.642364
  nChanged 575
		SP:Iteration 8Q (49921.980000 sec): 3 clusters
  Score: Raw -1318364.256910 + Penalty 3067.697198 = -1315296.559712
  nChanged 599
		SP:Iteration 9Q (49922.250000 sec): 3 clusters
  Score: Raw -1318733.897132 + Penalty 3067.697198 = -1315666.199934
  nChanged 519
		SP:Iteration 10Q (49922.470000 sec): 3 clusters
  Score: Raw -1319051.338172 + Penalty 3067.697198 = -1315983.640974
  nChanged 463
		SP:Iteration 11Q (49922.720000 sec): 3 clusters
  Score: Raw -1319346.117919 + Penalty 3067.697198 = -1316278.420721
  nChanged 402
		SP:Iteration 12Q (49923.020000 sec): 3 clusters
  Score: Raw -1319605.272829 + Penalty 3067.697198 = -1316537.575631
  nChanged 368
		SP:Iteration 13Q (49923.300000 sec): 3 clusters
  Score: Raw -1319839.329099 + Penalty 3067.697198 = -1316771.631901
  nChanged 337
		SP:Iteration 14Q (49923.580000 sec): 3 clusters
  Score: Raw -1320046.902201 + Penalty 3067.697198 = -1316979.205003
  nChanged 291
		SP:Iteration 15Q (49923.850000 sec): 3 clusters
  Score: Raw -1320208.700720 + Penalty 3067.697198 = -1317141.003522
  nChanged 234
		SP:Iteration 16Q (49924.100000 sec): 3 clusters
  Score: Raw -1320352.938484 + Penalty 3067.697198 = -1317285.241286
  nChanged 223
		SP:Iteration 17Q (49924.290000 sec): 3 clusters
  Score: Raw -1320486.385923 + Penalty 3067.697198 = -1317418.688725
  nChanged 211
		SP:Iteration 18Q (49924.520000 sec): 3 clusters
  Score: Raw -1320603.123387 + Penalty 3067.697198 = -1317535.426189
  nChanged 179
		SP:Iteration 19Q (49924.760000 sec): 3 clusters
  Score: Raw -1320695.862023 + Penalty 3067.697198 = -1317628.164825
  nChanged 134
		SP:Iteration 20F (49925.020000 sec): 3 clusters
  Score: Raw -1320758.122296 + Penalty 3067.697198 = -1317690.425098
  nChanged 118
		SP:Iteration 21Q (49925.230000 sec): 3 clusters
  Score: Raw -1320802.682251 + Penalty 3067.697198 = -1317734.985053
  nChanged 89
		SP:Iteration 22Q (49925.450000 sec): 3 clusters
  Score: Raw -1320828.401292 + Penalty 3067.697198 = -1317760.704094
  nChanged 60
		SP:Iteration 23Q (49925.660000 sec): 3 clusters
  Score: Raw -1320844.118462 + Penalty 3067.697198 = -1317776.421264
  nChanged 53
		SP:Iteration 24Q (49925.910000 sec): 3 clusters
  Score: Raw -1320859.622612 + Penalty 3067.697198 = -1317791.925414
  nChanged 48
		SP:Iteration 25Q (49926.100000 sec): 3 clusters
  Score: Raw -1320873.615749 + Penalty 3067.697198 = -1317805.918551
  nChanged 46
		SP:Iteration 26Q (49926.340000 sec): 3 clusters
  Score: Raw -1320886.399031 + Penalty 3067.697198 = -1317818.701833
  nChanged 43
		SP:Iteration 27Q (49926.530000 sec): 3 clusters
  Score: Raw -1320899.741786 + Penalty 3067.697198 = -1317832.044588
  nChanged 37
		SP:Iteration 28Q (49926.770000 sec): 3 clusters
  Score: Raw -1320913.227065 + Penalty 3067.697198 = -1317845.529867
  nChanged 34
		SP:Iteration 29Q (49927.100000 sec): 3 clusters
  Score: Raw -1320925.109002 + Penalty 3067.697198 = -1317857.411804
  nChanged 39
		SP:Iteration 30Q (49927.340000 sec): 3 clusters
  Score: Raw -1320936.506445 + Penalty 3067.697198 = -1317868.809247
  nChanged 27
		SP:Iteration 31Q (49927.620000 sec): 3 clusters
  Score: Raw -1320945.416790 + Penalty 3067.697198 = -1317877.719592
  nChanged 28
		SP:Iteration 32Q (49927.870000 sec): 3 clusters
  Score: Raw -1320953.472076 + Penalty 3067.697198 = -1317885.774878
  nChanged 21
		SP:Iteration 33Q (49928.100000 sec): 3 clusters
  Score: Raw -1320958.916258 + Penalty 3067.697198 = -1317891.219060
  nChanged 17
		SP:Iteration 34Q (49928.380000 sec): 3 clusters
  Score: Raw -1320962.709695 + Penalty 3067.697198 = -1317895.012497
  nChanged 11
		SP:Iteration 35Q (49928.580000 sec): 3 clusters
  Score: Raw -1320965.197504 + Penalty 3067.697198 = -1317897.500306
  nChanged 8
		SP:Iteration 36Q (49928.800000 sec): 3 clusters
  Score: Raw -1320966.858452 + Penalty 3067.697198 = -1317899.161254
  nChanged 6
		SP:Iteration 37Q (49929.010000 sec): 3 clusters
  Score: Raw -1320968.403443 + Penalty 3067.697198 = -1317900.706245
  nChanged 7
		SP:Iteration 38Q (49929.240000 sec): 3 clusters
  Score: Raw -1320969.803938 + Penalty 3067.697198 = -1317902.106740
  nChanged 10
		SP:Iteration 39Q (49929.450000 sec): 3 clusters
  Score: Raw -1320972.284023 + Penalty 3067.697198 = -1317904.586825
  nChanged 7
		SP:Iteration 40F (49929.710000 sec): 3 clusters
  Score: Raw -1320973.961317 + Penalty 3067.697198 = -1317906.264119
  nChanged 7
		SP:Iteration 41Q (49929.920000 sec): 3 clusters
  Score: Raw -1320975.458809 + Penalty 3067.697198 = -1317907.761611
  nChanged 4
		SP:Iteration 42Q (49930.150000 sec): 3 clusters
  Score: Raw -1320976.348968 + Penalty 3067.697198 = -1317908.651770
  nChanged 5
		SP:Iteration 43Q (49930.390000 sec): 3 clusters
  Score: Raw -1320977.304752 + Penalty 3067.697198 = -1317909.607554
  nChanged 4
		SP:Iteration 44Q (49930.640000 sec): 3 clusters
  Score: Raw -1320977.891433 + Penalty 3067.697198 = -1317910.194235
  nChanged 3
		SP:Iteration 45Q (49930.860000 sec): 3 clusters
  Score: Raw -1320978.489934 + Penalty 3067.697198 = -1317910.792736
  nChanged 3
		SP:Iteration 46Q (49931.090000 sec): 3 clusters
  Score: Raw -1320978.968015 + Penalty 3067.697198 = -1317911.270817
  nChanged 2
		SP:Iteration 47Q (49931.310000 sec): 3 clusters
  Score: Raw -1320979.369325 + Penalty 3067.697198 = -1317911.672127
  nChanged 2
		SP:Iteration 48Q (49931.530000 sec): 3 clusters
  Score: Raw -1320979.807066 + Penalty 3067.697198 = -1317912.109868
  nChanged 1
		SP:Iteration 49Q (49931.720000 sec): 3 clusters
  Score: Raw -1320979.954260 + Penalty 3067.697198 = -1317912.257062
  nChanged 0
		SP:Iteration 50F (49931.920000 sec): 3 clusters
  Score: Raw -1320979.954260 + Penalty 3067.697198 = -1317912.257062
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49932.020000 sec): 2 clusters
  Score: Raw -99055.932210 + Penalty 1145.644910 = -97910.287301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49932.120000 sec): 3 clusters
  Score: Raw -98652.691657 + Penalty 2291.289819 = -96361.401838
  nChanged 375
		SP:Iteration 1F (49932.270000 sec): 3 clusters
  Score: Raw -99003.734771 + Penalty 2291.289819 = -96712.444952
  nChanged 106
		SP:Iteration 2F (49932.370000 sec): 3 clusters
  Score: Raw -99161.986417 + Penalty 2291.289819 = -96870.696598
  nChanged 76
		SP:Iteration 3F (49932.510000 sec): 3 clusters
  Score: Raw -99267.674437 + Penalty 2291.289819 = -96976.384618
  nChanged 55
		SP:Iteration 4Q (49932.660000 sec): 3 clusters
  Score: Raw -99346.252306 + Penalty 2291.289819 = -97054.962487
  nChanged 50
		SP:Iteration 5Q (49932.800000 sec): 3 clusters
  Score: Raw -99416.255908 + Penalty 2291.289819 = -97124.966089
  nChanged 32
		SP:Iteration 6Q (49932.930000 sec): 3 clusters
  Score: Raw -99447.583756 + Penalty 2291.289819 = -97156.293937
  nChanged 19
		SP:Iteration 7Q (49933.030000 sec): 3 clusters
  Score: Raw -99463.184221 + Penalty 2291.289819 = -97171.894402
  nChanged 7
		SP:Iteration 8Q (49933.180000 sec): 3 clusters
  Score: Raw -99469.889309 + Penalty 2291.289819 = -97178.599490
  nChanged 8
		SP:Iteration 9Q (49933.320000 sec): 3 clusters
  Score: Raw -99473.200857 + Penalty 2291.289819 = -97181.911038
  nChanged 5
		SP:Iteration 10Q (49933.430000 sec): 3 clusters
  Score: Raw -99476.228550 + Penalty 2291.289819 = -97184.938731
  nChanged 3
		SP:Iteration 11Q (49933.580000 sec): 3 clusters
  Score: Raw -99478.340943 + Penalty 2291.289819 = -97187.051124
  nChanged 1
		SP:Iteration 12Q (49933.690000 sec): 3 clusters
  Score: Raw -99479.250121 + Penalty 2291.289819 = -97187.960302
  nChanged 1
		SP:Iteration 13Q (49933.830000 sec): 3 clusters
  Score: Raw -99479.658800 + Penalty 2291.289819 = -97188.368981
  nChanged 1
		SP:Iteration 14Q (49933.980000 sec): 3 clusters
  Score: Raw -99479.884181 + Penalty 2291.289819 = -97188.594362
  nChanged 0
		SP:Iteration 15F (49934.120000 sec): 3 clusters
  Score: Raw -99479.884181 + Penalty 2291.289819 = -97188.594362
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (6649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49934.210000 sec): 2 clusters
  Score: Raw -676132.017452 + Penalty 1430.361034 = -674701.656418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49934.360000 sec): 3 clusters
  Score: Raw -672518.925814 + Penalty 2860.722068 = -669658.203746
  nChanged 2808
		SP:Iteration 1F (49934.510000 sec): 3 clusters
  Score: Raw -674007.687697 + Penalty 2860.722068 = -671146.965630
  nChanged 454
		SP:Iteration 2F (49934.660000 sec): 3 clusters
  Score: Raw -674217.949332 + Penalty 2860.722068 = -671357.227264
  nChanged 339
		SP:Iteration 3F (49934.860000 sec): 3 clusters
  Score: Raw -674385.201299 + Penalty 2860.722068 = -671524.479231
  nChanged 303
		SP:Iteration 4Q (49934.990000 sec): 3 clusters
  Score: Raw -674551.258637 + Penalty 2860.722068 = -671690.536569
  nChanged 284
		SP:Iteration 5Q (49935.140000 sec): 3 clusters
  Score: Raw -674744.227727 + Penalty 2860.722068 = -671883.505660
  nChanged 321
		SP:Iteration 6Q (49935.340000 sec): 3 clusters
  Score: Raw -675011.079614 + Penalty 2860.722068 = -672150.357546
  nChanged 360
		SP:Iteration 7F (49935.510000 sec): 3 clusters
  Score: Raw -675312.290910 + Penalty 2860.722068 = -672451.568842
  nChanged 345
		SP:Iteration 8F (49935.700000 sec): 3 clusters
  Score: Raw -675596.178772 + Penalty 2860.722068 = -672735.456705
  nChanged 337
		SP:Iteration 9F (49935.920000 sec): 3 clusters
  Score: Raw -675854.583204 + Penalty 2860.722068 = -672993.861136
  nChanged 288
		SP:Iteration 10Q (49936.060000 sec): 3 clusters
  Score: Raw -676039.934069 + Penalty 2860.722068 = -673179.212002
  nChanged 236
		SP:Iteration 11Q (49936.250000 sec): 3 clusters
  Score: Raw -676179.991244 + Penalty 2860.722068 = -673319.269176
  nChanged 188
		SP:Iteration 12Q (49936.410000 sec): 3 clusters
  Score: Raw -676280.041847 + Penalty 2860.722068 = -673419.319779
  nChanged 180
		SP:Iteration 13Q (49936.610000 sec): 3 clusters
  Score: Raw -676377.633954 + Penalty 2860.722068 = -673516.911887
  nChanged 149
		SP:Iteration 14Q (49936.720000 sec): 3 clusters
  Score: Raw -676459.726329 + Penalty 2860.722068 = -673599.004261
  nChanged 125
		SP:Iteration 15Q (49936.920000 sec): 3 clusters
  Score: Raw -676514.329120 + Penalty 2860.722068 = -673653.607052
  nChanged 86
		SP:Iteration 16Q (49937.090000 sec): 3 clusters
  Score: Raw -676550.421022 + Penalty 2860.722068 = -673689.698954
  nChanged 67
		SP:Iteration 17Q (49937.280000 sec): 3 clusters
  Score: Raw -676577.770185 + Penalty 2860.722068 = -673717.048118
  nChanged 79
		SP:Iteration 18Q (49937.420000 sec): 3 clusters
  Score: Raw -676619.806692 + Penalty 2860.722068 = -673759.084624
  nChanged 73
		SP:Iteration 19Q (49937.580000 sec): 3 clusters
  Score: Raw -676661.961103 + Penalty 2860.722068 = -673801.239035
  nChanged 72
		SP:Iteration 20F (49937.770000 sec): 3 clusters
  Score: Raw -676706.004047 + Penalty 2860.722068 = -673845.281980
  nChanged 63
		SP:Iteration 21Q (49938.010000 sec): 3 clusters
  Score: Raw -676738.625257 + Penalty 2860.722068 = -673877.903189
  nChanged 55
		SP:Iteration 22Q (49938.130000 sec): 3 clusters
  Score: Raw -676772.636389 + Penalty 2860.722068 = -673911.914321
  nChanged 56
		SP:Iteration 23Q (49938.320000 sec): 3 clusters
  Score: Raw -676814.972388 + Penalty 2860.722068 = -673954.250320
  nChanged 66
		SP:Iteration 24Q (49938.430000 sec): 3 clusters
  Score: Raw -676860.528590 + Penalty 2860.722068 = -673999.806522
  nChanged 65
		SP:Iteration 25Q (49938.630000 sec): 3 clusters
  Score: Raw -676898.490235 + Penalty 2860.722068 = -674037.768167
  nChanged 60
		SP:Iteration 26Q (49938.790000 sec): 3 clusters
  Score: Raw -676928.868663 + Penalty 2860.722068 = -674068.146596
  nChanged 43
		SP:Iteration 27Q (49938.980000 sec): 3 clusters
  Score: Raw -676950.179605 + Penalty 2860.722068 = -674089.457537
  nChanged 35
		SP:Iteration 28Q (49939.120000 sec): 3 clusters
  Score: Raw -676967.546893 + Penalty 2860.722068 = -674106.824825
  nChanged 33
		SP:Iteration 29Q (49939.320000 sec): 3 clusters
  Score: Raw -676983.809842 + Penalty 2860.722068 = -674123.087774
  nChanged 36
		SP:Iteration 30Q (49939.490000 sec): 3 clusters
  Score: Raw -677003.639205 + Penalty 2860.722068 = -674142.917138
  nChanged 33
		SP:Iteration 31Q (49939.710000 sec): 3 clusters
  Score: Raw -677022.272623 + Penalty 2860.722068 = -674161.550556
  nChanged 29
		SP:Iteration 32Q (49939.870000 sec): 3 clusters
  Score: Raw -677039.628759 + Penalty 2860.722068 = -674178.906691
  nChanged 30
		SP:Iteration 33Q (49940.090000 sec): 3 clusters
  Score: Raw -677060.361186 + Penalty 2860.722068 = -674199.639118
  nChanged 29
		SP:Iteration 34Q (49940.240000 sec): 3 clusters
  Score: Raw -677078.783586 + Penalty 2860.722068 = -674218.061519
  nChanged 29
		SP:Iteration 35Q (49940.480000 sec): 3 clusters
  Score: Raw -677096.624890 + Penalty 2860.722068 = -674235.902823
  nChanged 19
		SP:Iteration 36Q (49940.660000 sec): 3 clusters
  Score: Raw -677106.175303 + Penalty 2860.722068 = -674245.453236
  nChanged 15
		SP:Iteration 37Q (49940.890000 sec): 3 clusters
  Score: Raw -677113.426157 + Penalty 2860.722068 = -674252.704090
  nChanged 14
		SP:Iteration 38Q (49941.140000 sec): 3 clusters
  Score: Raw -677120.568951 + Penalty 2860.722068 = -674259.846883
  nChanged 11
		SP:Iteration 39Q (49941.320000 sec): 3 clusters
  Score: Raw -677124.473955 + Penalty 2860.722068 = -674263.751888
  nChanged 7
		SP:Iteration 40F (49941.540000 sec): 3 clusters
  Score: Raw -677127.487719 + Penalty 2860.722068 = -674266.765651
  nChanged 9
		SP:Iteration 41Q (49941.790000 sec): 3 clusters
  Score: Raw -677131.223801 + Penalty 2860.722068 = -674270.501733
  nChanged 6
		SP:Iteration 42Q (49941.980000 sec): 3 clusters
  Score: Raw -677133.620667 + Penalty 2860.722068 = -674272.898599
  nChanged 2
		SP:Iteration 43Q (49942.170000 sec): 3 clusters
  Score: Raw -677134.176546 + Penalty 2860.722068 = -674273.454479
  nChanged 0
		SP:Iteration 44F (49942.370000 sec): 3 clusters
  Score: Raw -677134.176546 + Penalty 2860.722068 = -674273.454479
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49942.440000 sec): 2 clusters
  Score: Raw -184512.323115 + Penalty 1227.749566 = -183284.573549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49942.560000 sec): 3 clusters
  Score: Raw -183705.241647 + Penalty 2455.499132 = -181249.742515
  nChanged 636
		SP:Iteration 1F (49942.710000 sec): 3 clusters
  Score: Raw -184098.651039 + Penalty 2455.499132 = -181643.151907
  nChanged 133
		SP:Iteration 2F (49942.810000 sec): 3 clusters
  Score: Raw -184197.728772 + Penalty 2455.499132 = -181742.229640
  nChanged 87
		SP:Iteration 3Q (49942.960000 sec): 3 clusters
  Score: Raw -184263.380151 + Penalty 2455.499132 = -181807.881019
  nChanged 69
		SP:Iteration 4Q (49943.090000 sec): 3 clusters
  Score: Raw -184316.970650 + Penalty 2455.499132 = -181861.471518
  nChanged 54
		SP:Iteration 5Q (49943.240000 sec): 3 clusters
  Score: Raw -184356.413210 + Penalty 2455.499132 = -181900.914078
  nChanged 42
		SP:Iteration 6Q (49943.390000 sec): 3 clusters
  Score: Raw -184382.036589 + Penalty 2455.499132 = -181926.537458
  nChanged 32
		SP:Iteration 7Q (49943.540000 sec): 3 clusters
  Score: Raw -184403.905085 + Penalty 2455.499132 = -181948.405953
  nChanged 27
		SP:Iteration 8Q (49943.620000 sec): 3 clusters
  Score: Raw -184417.005544 + Penalty 2455.499132 = -181961.506412
  nChanged 19
		SP:Iteration 9Q (49943.770000 sec): 3 clusters
  Score: Raw -184427.350923 + Penalty 2455.499132 = -181971.851791
  nChanged 22
		SP:Iteration 10Q (49943.870000 sec): 3 clusters
  Score: Raw -184439.758286 + Penalty 2455.499132 = -181984.259154
  nChanged 22
		SP:Iteration 11Q (49943.970000 sec): 3 clusters
  Score: Raw -184452.555812 + Penalty 2455.499132 = -181997.056680
  nChanged 13
		SP:Iteration 12Q (49944.120000 sec): 3 clusters
  Score: Raw -184462.511862 + Penalty 2455.499132 = -182007.012730
  nChanged 18
		SP:Iteration 13Q (49944.200000 sec): 3 clusters
  Score: Raw -184474.941727 + Penalty 2455.499132 = -182019.442595
  nChanged 14
		SP:Iteration 14Q (49944.350000 sec): 3 clusters
  Score: Raw -184481.806318 + Penalty 2455.499132 = -182026.307187
  nChanged 15
		SP:Iteration 15Q (49944.440000 sec): 3 clusters
  Score: Raw -184489.703097 + Penalty 2455.499132 = -182034.203965
  nChanged 19
		SP:Iteration 16Q (49944.550000 sec): 3 clusters
  Score: Raw -184501.014691 + Penalty 2455.499132 = -182045.515559
  nChanged 20
		SP:Iteration 17Q (49944.690000 sec): 3 clusters
  Score: Raw -184516.355999 + Penalty 2455.499132 = -182060.856867
  nChanged 25
		SP:Iteration 18Q (49944.770000 sec): 3 clusters
  Score: Raw -184534.958727 + Penalty 2455.499132 = -182079.459595
  nChanged 18
		SP:Iteration 19Q (49944.970000 sec): 3 clusters
  Score: Raw -184543.998807 + Penalty 2455.499132 = -182088.499675
  nChanged 13
		SP:Iteration 20F (49945.060000 sec): 3 clusters
  Score: Raw -184550.081340 + Penalty 2455.499132 = -182094.582208
  nChanged 10
		SP:Iteration 21Q (49945.250000 sec): 3 clusters
  Score: Raw -184553.387645 + Penalty 2455.499132 = -182097.888513
  nChanged 3
		SP:Iteration 22Q (49945.400000 sec): 3 clusters
  Score: Raw -184555.146410 + Penalty 2455.499132 = -182099.647278
  nChanged 5
		SP:Iteration 23Q (49945.540000 sec): 3 clusters
  Score: Raw -184561.251954 + Penalty 2455.499132 = -182105.752822
  nChanged 14
		SP:Iteration 24Q (49945.690000 sec): 3 clusters
  Score: Raw -184569.977377 + Penalty 2455.499132 = -182114.478245
  nChanged 16
		SP:Iteration 25Q (49945.830000 sec): 3 clusters
  Score: Raw -184578.107979 + Penalty 2455.499132 = -182122.608847
  nChanged 11
		SP:Iteration 26Q (49945.970000 sec): 3 clusters
  Score: Raw -184585.303128 + Penalty 2455.499132 = -182129.803996
  nChanged 15
		SP:Iteration 27Q (49946.120000 sec): 3 clusters
  Score: Raw -184595.235929 + Penalty 2455.499132 = -182139.736797
  nChanged 13
		SP:Iteration 28Q (49946.270000 sec): 3 clusters
  Score: Raw -184603.565189 + Penalty 2455.499132 = -182148.066057
  nChanged 16
		SP:Iteration 29Q (49946.410000 sec): 3 clusters
  Score: Raw -184611.795887 + Penalty 2455.499132 = -182156.296755
  nChanged 15
		SP:Iteration 30Q (49946.550000 sec): 3 clusters
  Score: Raw -184623.319261 + Penalty 2455.499132 = -182167.820129
  nChanged 18
		SP:Iteration 31Q (49946.690000 sec): 3 clusters
  Score: Raw -184633.081741 + Penalty 2455.499132 = -182177.582609
  nChanged 20
		SP:Iteration 32Q (49946.840000 sec): 3 clusters
  Score: Raw -184646.736303 + Penalty 2455.499132 = -182191.237171
  nChanged 16
		SP:Iteration 33Q (49946.990000 sec): 3 clusters
  Score: Raw -184655.585649 + Penalty 2455.499132 = -182200.086517
  nChanged 14
		SP:Iteration 34Q (49947.130000 sec): 3 clusters
  Score: Raw -184667.422745 + Penalty 2455.499132 = -182211.923613
  nChanged 20
		SP:Iteration 35Q (49947.270000 sec): 3 clusters
  Score: Raw -184681.788762 + Penalty 2455.499132 = -182226.289630
  nChanged 27
		SP:Iteration 36Q (49947.410000 sec): 3 clusters
  Score: Raw -184703.347165 + Penalty 2455.499132 = -182247.848033
  nChanged 25
		SP:Iteration 37Q (49947.560000 sec): 3 clusters
  Score: Raw -184726.188899 + Penalty 2455.499132 = -182270.689767
  nChanged 30
		SP:Iteration 38Q (49947.710000 sec): 3 clusters
  Score: Raw -184748.423862 + Penalty 2455.499132 = -182292.924730
  nChanged 23
		SP:Iteration 39Q (49947.840000 sec): 3 clusters
  Score: Raw -184764.258466 + Penalty 2455.499132 = -182308.759334
  nChanged 14
		SP:Iteration 40F (49948.040000 sec): 3 clusters
  Score: Raw -184773.409609 + Penalty 2455.499132 = -182317.910477
  nChanged 10
		SP:Iteration 41Q (49948.190000 sec): 3 clusters
  Score: Raw -184779.828038 + Penalty 2455.499132 = -182324.328907
  nChanged 6
		SP:Iteration 42Q (49948.340000 sec): 3 clusters
  Score: Raw -184782.832828 + Penalty 2455.499132 = -182327.333696
  nChanged 5
		SP:Iteration 43Q (49948.490000 sec): 3 clusters
  Score: Raw -184785.292204 + Penalty 2455.499132 = -182329.793072
  nChanged 5
		SP:Iteration 44Q (49948.580000 sec): 3 clusters
  Score: Raw -184790.016095 + Penalty 2455.499132 = -182334.516963
  nChanged 6
		SP:Iteration 45Q (49948.730000 sec): 3 clusters
  Score: Raw -184796.873864 + Penalty 2455.499132 = -182341.374732
  nChanged 10
		SP:Iteration 46Q (49948.820000 sec): 3 clusters
  Score: Raw -184802.238868 + Penalty 2455.499132 = -182346.739736
  nChanged 6
		SP:Iteration 47Q (49948.960000 sec): 3 clusters
  Score: Raw -184805.025061 + Penalty 2455.499132 = -182349.525929
  nChanged 5
		SP:Iteration 48Q (49949.110000 sec): 3 clusters
  Score: Raw -184810.374945 + Penalty 2455.499132 = -182354.875813
  nChanged 8
		SP:Iteration 49Q (49949.250000 sec): 3 clusters
  Score: Raw -184814.364659 + Penalty 2455.499132 = -182358.865527
  nChanged 8
		SP:Iteration 50Q (49949.350000 sec): 3 clusters
  Score: Raw -184818.663408 + Penalty 2455.499132 = -182363.164276
  nChanged 5
		SP:Iteration 51Q (49949.450000 sec): 3 clusters
  Score: Raw -184821.000914 + Penalty 2455.499132 = -182365.501782
  nChanged 6
		SP:Iteration 52Q (49949.590000 sec): 3 clusters
  Score: Raw -184824.031832 + Penalty 2455.499132 = -182368.532700
  nChanged 3
		SP:Iteration 53Q (49949.690000 sec): 3 clusters
  Score: Raw -184824.767535 + Penalty 2455.499132 = -182369.268403
  nChanged 2
		SP:Iteration 54Q (49949.790000 sec): 3 clusters
  Score: Raw -184825.833952 + Penalty 2455.499132 = -182370.334820
  nChanged 2
		SP:Iteration 55Q (49949.930000 sec): 3 clusters
  Score: Raw -184826.410799 + Penalty 2455.499132 = -182370.911667
  nChanged 0
		SP:Iteration 56F (49950.030000 sec): 3 clusters
  Score: Raw -184826.410799 + Penalty 2455.499132 = -182370.911667
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (5925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49950.150000 sec): 2 clusters
  Score: Raw -498703.714138 + Penalty 1411.627094 = -497292.087043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49950.350000 sec): 3 clusters
  Score: Raw -495684.506260 + Penalty 2823.254189 = -492861.252071
  nChanged 2425
		SP:Iteration 1F (49950.480000 sec): 3 clusters
  Score: Raw -497129.878420 + Penalty 2823.254189 = -494306.624231
  nChanged 478
		SP:Iteration 2F (49950.590000 sec): 3 clusters
  Score: Raw -497476.638081 + Penalty 2823.254189 = -494653.383892
  nChanged 370
		SP:Iteration 3F (49950.780000 sec): 3 clusters
  Score: Raw -497715.517401 + Penalty 2823.254189 = -494892.263212
  nChanged 327
		SP:Iteration 4F (49950.920000 sec): 3 clusters
  Score: Raw -497945.054051 + Penalty 2823.254189 = -495121.799862
  nChanged 302
		SP:Iteration 5F (49951.120000 sec): 3 clusters
  Score: Raw -498142.983288 + Penalty 2823.254189 = -495319.729099
  nChanged 286
		SP:Iteration 6Q (49951.300000 sec): 3 clusters
  Score: Raw -498310.945629 + Penalty 2823.254189 = -495487.691440
  nChanged 222
		SP:Iteration 7Q (49951.490000 sec): 3 clusters
  Score: Raw -498417.868193 + Penalty 2823.254189 = -495594.614004
  nChanged 150
		SP:Iteration 8Q (49951.670000 sec): 3 clusters
  Score: Raw -498480.099169 + Penalty 2823.254189 = -495656.844980
  nChanged 143
		SP:Iteration 9Q (49951.870000 sec): 3 clusters
  Score: Raw -498538.378461 + Penalty 2823.254189 = -495715.124272
  nChanged 113
		SP:Iteration 10Q (49952.040000 sec): 3 clusters
  Score: Raw -498581.965169 + Penalty 2823.254189 = -495758.710980
  nChanged 102
		SP:Iteration 11Q (49952.190000 sec): 3 clusters
  Score: Raw -498613.893582 + Penalty 2823.254189 = -495790.639393
  nChanged 84
		SP:Iteration 12Q (49952.400000 sec): 3 clusters
  Score: Raw -498637.228306 + Penalty 2823.254189 = -495813.974118
  nChanged 59
		SP:Iteration 13Q (49952.510000 sec): 3 clusters
  Score: Raw -498648.939916 + Penalty 2823.254189 = -495825.685727
  nChanged 33
		SP:Iteration 14Q (49952.650000 sec): 3 clusters
  Score: Raw -498655.689844 + Penalty 2823.254189 = -495832.435655
  nChanged 28
		SP:Iteration 15Q (49952.800000 sec): 3 clusters
  Score: Raw -498662.989670 + Penalty 2823.254189 = -495839.735481
  nChanged 32
		SP:Iteration 16Q (49952.940000 sec): 3 clusters
  Score: Raw -498670.865204 + Penalty 2823.254189 = -495847.611015
  nChanged 27
		SP:Iteration 17Q (49953.140000 sec): 3 clusters
  Score: Raw -498677.289003 + Penalty 2823.254189 = -495854.034814
  nChanged 28
		SP:Iteration 18Q (49953.290000 sec): 3 clusters
  Score: Raw -498683.991297 + Penalty 2823.254189 = -495860.737108
  nChanged 28
		SP:Iteration 19Q (49953.430000 sec): 3 clusters
  Score: Raw -498689.826237 + Penalty 2823.254189 = -495866.572048
  nChanged 22
		SP:Iteration 20F (49953.590000 sec): 3 clusters
  Score: Raw -498695.335431 + Penalty 2823.254189 = -495872.081242
  nChanged 23
		SP:Iteration 21Q (49953.770000 sec): 3 clusters
  Score: Raw -498701.089343 + Penalty 2823.254189 = -495877.835154
  nChanged 22
		SP:Iteration 22Q (49953.960000 sec): 3 clusters
  Score: Raw -498706.229919 + Penalty 2823.254189 = -495882.975730
  nChanged 26
		SP:Iteration 23Q (49954.150000 sec): 3 clusters
  Score: Raw -498712.984934 + Penalty 2823.254189 = -495889.730745
  nChanged 23
		SP:Iteration 24Q (49954.340000 sec): 3 clusters
  Score: Raw -498717.500917 + Penalty 2823.254189 = -495894.246728
  nChanged 23
		SP:Iteration 25Q (49954.530000 sec): 3 clusters
  Score: Raw -498721.778542 + Penalty 2823.254189 = -495898.524353
  nChanged 19
		SP:Iteration 26Q (49954.670000 sec): 3 clusters
  Score: Raw -498725.300881 + Penalty 2823.254189 = -495902.046692
  nChanged 21
		SP:Iteration 27Q (49954.850000 sec): 3 clusters
  Score: Raw -498730.575550 + Penalty 2823.254189 = -495907.321361
  nChanged 29
		SP:Iteration 28Q (49955.010000 sec): 3 clusters
  Score: Raw -498737.560195 + Penalty 2823.254189 = -495914.306006
  nChanged 22
		SP:Iteration 29Q (49955.210000 sec): 3 clusters
  Score: Raw -498744.005220 + Penalty 2823.254189 = -495920.751031
  nChanged 30
		SP:Iteration 30Q (49955.460000 sec): 3 clusters
  Score: Raw -498750.927988 + Penalty 2823.254189 = -495927.673799
  nChanged 35
		SP:Iteration 31Q (49955.620000 sec): 3 clusters
  Score: Raw -498759.885551 + Penalty 2823.254189 = -495936.631362
  nChanged 31
		SP:Iteration 32Q (49955.910000 sec): 3 clusters
  Score: Raw -498767.578992 + Penalty 2823.254189 = -495944.324803
  nChanged 32
		SP:Iteration 33Q (49956.090000 sec): 3 clusters
  Score: Raw -498777.948004 + Penalty 2823.254189 = -495954.693815
  nChanged 39
		SP:Iteration 34Q (49956.210000 sec): 3 clusters
  Score: Raw -498792.783556 + Penalty 2823.254189 = -495969.529367
  nChanged 48
		SP:Iteration 35Q (49956.410000 sec): 3 clusters
  Score: Raw -498807.186468 + Penalty 2823.254189 = -495983.932279
  nChanged 48
		SP:Iteration 36Q (49956.590000 sec): 3 clusters
  Score: Raw -498821.604859 + Penalty 2823.254189 = -495998.350670
  nChanged 48
		SP:Iteration 37Q (49956.740000 sec): 3 clusters
  Score: Raw -498836.119694 + Penalty 2823.254189 = -496012.865505
  nChanged 52
		SP:Iteration 38Q (49956.930000 sec): 3 clusters
  Score: Raw -498851.208315 + Penalty 2823.254189 = -496027.954126
  nChanged 53
		SP:Iteration 39Q (49957.050000 sec): 3 clusters
  Score: Raw -498869.328485 + Penalty 2823.254189 = -496046.074296
  nChanged 65
		SP:Iteration 40F (49957.250000 sec): 3 clusters
  Score: Raw -498889.298536 + Penalty 2823.254189 = -496066.044347
  nChanged 75
		SP:Iteration 41Q (49957.380000 sec): 3 clusters
  Score: Raw -498913.537275 + Penalty 2823.254189 = -496090.283086
  nChanged 72
		SP:Iteration 42Q (49957.570000 sec): 3 clusters
  Score: Raw -498943.679874 + Penalty 2823.254189 = -496120.425685
  nChanged 77
		SP:Iteration 43Q (49957.670000 sec): 3 clusters
  Score: Raw -498979.487766 + Penalty 2823.254189 = -496156.233577
  nChanged 81
		SP:Iteration 44Q (49957.820000 sec): 3 clusters
  Score: Raw -499012.977609 + Penalty 2823.254189 = -496189.723420
  nChanged 86
		SP:Iteration 45Q (49957.970000 sec): 3 clusters
  Score: Raw -499046.721644 + Penalty 2823.254189 = -496223.467455
  nChanged 83
		SP:Iteration 46Q (49958.120000 sec): 3 clusters
  Score: Raw -499085.058776 + Penalty 2823.254189 = -496261.804587
  nChanged 86
		SP:Iteration 47Q (49958.310000 sec): 3 clusters
  Score: Raw -499124.955178 + Penalty 2823.254189 = -496301.700989
  nChanged 94
		SP:Iteration 48Q (49958.510000 sec): 3 clusters
  Score: Raw -499173.288421 + Penalty 2823.254189 = -496350.034232
  nChanged 104
		SP:Iteration 49Q (49958.630000 sec): 3 clusters
  Score: Raw -499222.279767 + Penalty 2823.254189 = -496399.025578
  nChanged 97
		SP:Iteration 50Q (49958.750000 sec): 3 clusters
  Score: Raw -499275.946348 + Penalty 2823.254189 = -496452.692159
  nChanged 106
		SP:Iteration 51Q (49958.950000 sec): 3 clusters
  Score: Raw -499350.257944 + Penalty 2823.254189 = -496527.003755
  nChanged 100
		SP:Iteration 52Q (49959.060000 sec): 3 clusters
  Score: Raw -499408.088474 + Penalty 2823.254189 = -496584.834285
  nChanged 75
		SP:Iteration 53Q (49959.270000 sec): 3 clusters
  Score: Raw -499464.382776 + Penalty 2823.254189 = -496641.128587
  nChanged 73
		SP:Iteration 54Q (49959.450000 sec): 3 clusters
  Score: Raw -499510.765803 + Penalty 2823.254189 = -496687.511614
  nChanged 60
		SP:Iteration 55Q (49959.670000 sec): 3 clusters
  Score: Raw -499546.247821 + Penalty 2823.254189 = -496722.993632
  nChanged 61
		SP:Iteration 56Q (49959.860000 sec): 3 clusters
  Score: Raw -499585.492463 + Penalty 2823.254189 = -496762.238274
  nChanged 49
		SP:Iteration 57Q (49960.050000 sec): 3 clusters
  Score: Raw -499612.777076 + Penalty 2823.254189 = -496789.522887
  nChanged 49
		SP:Iteration 58Q (49960.190000 sec): 3 clusters
  Score: Raw -499633.960135 + Penalty 2823.254189 = -496810.705946
  nChanged 33
		SP:Iteration 59Q (49960.350000 sec): 3 clusters
  Score: Raw -499646.452352 + Penalty 2823.254189 = -496823.198163
  nChanged 21
		SP:Iteration 60F (49960.560000 sec): 3 clusters
  Score: Raw -499653.405699 + Penalty 2823.254189 = -496830.151510
  nChanged 12
		SP:Iteration 61Q (49960.730000 sec): 3 clusters
  Score: Raw -499657.674803 + Penalty 2823.254189 = -496834.420615
  nChanged 15
		SP:Iteration 62Q (49960.860000 sec): 3 clusters
  Score: Raw -499662.367695 + Penalty 2823.254189 = -496839.113506
  nChanged 11
		SP:Iteration 63Q (49961.060000 sec): 3 clusters
  Score: Raw -499664.739383 + Penalty 2823.254189 = -496841.485194
  nChanged 8
		SP:Iteration 64Q (49961.280000 sec): 3 clusters
  Score: Raw -499666.770395 + Penalty 2823.254189 = -496843.516206
  nChanged 3
		SP:Iteration 65Q (49961.510000 sec): 3 clusters
  Score: Raw -499667.854835 + Penalty 2823.254189 = -496844.600646
  nChanged 5
		SP:Iteration 66Q (49961.710000 sec): 3 clusters
  Score: Raw -499669.329564 + Penalty 2823.254189 = -496846.075375
  nChanged 7
		SP:Iteration 67Q (49961.870000 sec): 3 clusters
  Score: Raw -499671.460807 + Penalty 2823.254189 = -496848.206618
  nChanged 3
		SP:Iteration 68Q (49962.050000 sec): 3 clusters
  Score: Raw -499672.880962 + Penalty 2823.254189 = -496849.626773
  nChanged 6
		SP:Iteration 69Q (49962.310000 sec): 3 clusters
  Score: Raw -499674.616679 + Penalty 2823.254189 = -496851.362490
  nChanged 4
		SP:Iteration 70Q (49962.450000 sec): 3 clusters
  Score: Raw -499675.619368 + Penalty 2823.254189 = -496852.365179
  nChanged 2
		SP:Iteration 71Q (49962.650000 sec): 3 clusters
  Score: Raw -499676.801865 + Penalty 2823.254189 = -496853.547676
  nChanged 4
		SP:Iteration 72Q (49962.800000 sec): 3 clusters
  Score: Raw -499679.002637 + Penalty 2823.254189 = -496855.748448
  nChanged 4
		SP:Iteration 73Q (49962.990000 sec): 3 clusters
  Score: Raw -499680.550586 + Penalty 2823.254189 = -496857.296397
  nChanged 4
		SP:Iteration 74Q (49963.180000 sec): 3 clusters
  Score: Raw -499681.893989 + Penalty 2823.254189 = -496858.639800
  nChanged 5
		SP:Iteration 75Q (49963.310000 sec): 3 clusters
  Score: Raw -499684.683170 + Penalty 2823.254189 = -496861.428981
  nChanged 5
		SP:Iteration 76Q (49963.490000 sec): 3 clusters
  Score: Raw -499687.144709 + Penalty 2823.254189 = -496863.890520
  nChanged 4
		SP:Iteration 77Q (49963.700000 sec): 3 clusters
  Score: Raw -499688.927406 + Penalty 2823.254189 = -496865.673217
  nChanged 5
		SP:Iteration 78Q (49963.880000 sec): 3 clusters
  Score: Raw -499691.200794 + Penalty 2823.254189 = -496867.946605
  nChanged 3
		SP:Iteration 79Q (49964.050000 sec): 3 clusters
  Score: Raw -499692.773633 + Penalty 2823.254189 = -496869.519444
  nChanged 1
		SP:Iteration 80F (49964.210000 sec): 3 clusters
  Score: Raw -499693.167185 + Penalty 2823.254189 = -496869.912996
  nChanged 2
		SP:Iteration 81Q (49964.380000 sec): 3 clusters
  Score: Raw -499693.744043 + Penalty 2823.254189 = -496870.489854
  nChanged 0
		SP:Iteration 82F (49964.540000 sec): 3 clusters
  Score: Raw -499693.744043 + Penalty 2823.254189 = -496870.489854
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49964.630000 sec): 2 clusters
  Score: Raw -236474.490599 + Penalty 1259.124754 = -235215.365845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49964.810000 sec): 3 clusters
  Score: Raw -235420.596360 + Penalty 2518.249508 = -232902.346852
  nChanged 849
		SP:Iteration 1F (49964.990000 sec): 3 clusters
  Score: Raw -235952.228801 + Penalty 2518.249508 = -233433.979293
  nChanged 195
		SP:Iteration 2F (49965.160000 sec): 3 clusters
  Score: Raw -236101.314776 + Penalty 2518.249508 = -233583.065269
  nChanged 123
		SP:Iteration 3F (49965.340000 sec): 3 clusters
  Score: Raw -236183.435371 + Penalty 2518.249508 = -233665.185864
  nChanged 75
		SP:Iteration 4Q (49965.510000 sec): 3 clusters
  Score: Raw -236229.125814 + Penalty 2518.249508 = -233710.876306
  nChanged 66
		SP:Iteration 5Q (49965.690000 sec): 3 clusters
  Score: Raw -236274.307254 + Penalty 2518.249508 = -233756.057746
  nChanged 73
		SP:Iteration 6Q (49965.870000 sec): 3 clusters
  Score: Raw -236324.725434 + Penalty 2518.249508 = -233806.475927
  nChanged 59
		SP:Iteration 7Q (49966.040000 sec): 3 clusters
  Score: Raw -236360.591721 + Penalty 2518.249508 = -233842.342213
  nChanged 39
		SP:Iteration 8Q (49966.220000 sec): 3 clusters
  Score: Raw -236382.377989 + Penalty 2518.249508 = -233864.128481
  nChanged 44
		SP:Iteration 9Q (49966.390000 sec): 3 clusters
  Score: Raw -236414.578638 + Penalty 2518.249508 = -233896.329130
  nChanged 43
		SP:Iteration 10Q (49966.570000 sec): 3 clusters
  Score: Raw -236439.279638 + Penalty 2518.249508 = -233921.030130
  nChanged 37
		SP:Iteration 11Q (49966.750000 sec): 3 clusters
  Score: Raw -236467.092489 + Penalty 2518.249508 = -233948.842981
  nChanged 47
		SP:Iteration 12Q (49966.920000 sec): 3 clusters
  Score: Raw -236499.188588 + Penalty 2518.249508 = -233980.939080
  nChanged 38
		SP:Iteration 13Q (49967.100000 sec): 3 clusters
  Score: Raw -236524.210438 + Penalty 2518.249508 = -234005.960930
  nChanged 26
		SP:Iteration 14Q (49967.270000 sec): 3 clusters
  Score: Raw -236542.931767 + Penalty 2518.249508 = -234024.682259
  nChanged 27
		SP:Iteration 15Q (49967.450000 sec): 3 clusters
  Score: Raw -236569.647888 + Penalty 2518.249508 = -234051.398380
  nChanged 27
		SP:Iteration 16Q (49967.630000 sec): 3 clusters
  Score: Raw -236594.220520 + Penalty 2518.249508 = -234075.971012
  nChanged 34
		SP:Iteration 17Q (49967.800000 sec): 3 clusters
  Score: Raw -236618.674895 + Penalty 2518.249508 = -234100.425387
  nChanged 24
		SP:Iteration 18Q (49967.970000 sec): 3 clusters
  Score: Raw -236633.755439 + Penalty 2518.249508 = -234115.505931
  nChanged 17
		SP:Iteration 19Q (49968.150000 sec): 3 clusters
  Score: Raw -236644.170832 + Penalty 2518.249508 = -234125.921325
  nChanged 16
		SP:Iteration 20F (49968.330000 sec): 3 clusters
  Score: Raw -236654.779139 + Penalty 2518.249508 = -234136.529631
  nChanged 10
		SP:Iteration 21Q (49968.500000 sec): 3 clusters
  Score: Raw -236659.637616 + Penalty 2518.249508 = -234141.388108
  nChanged 10
		SP:Iteration 22Q (49968.680000 sec): 3 clusters
  Score: Raw -236665.429259 + Penalty 2518.249508 = -234147.179752
  nChanged 10
		SP:Iteration 23Q (49968.850000 sec): 3 clusters
  Score: Raw -236671.029484 + Penalty 2518.249508 = -234152.779976
  nChanged 4
		SP:Iteration 24Q (49969.030000 sec): 3 clusters
  Score: Raw -236673.067772 + Penalty 2518.249508 = -234154.818264
  nChanged 1
		SP:Iteration 25Q (49969.210000 sec): 3 clusters
  Score: Raw -236673.368623 + Penalty 2518.249508 = -234155.119115
  nChanged 0
		SP:Iteration 26F (49969.380000 sec): 3 clusters
  Score: Raw -236673.368623 + Penalty 2518.249508 = -234155.119115
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49969.570000 sec): 2 clusters
  Score: Raw -1175073.281527 + Penalty 1527.064133 = -1173546.217395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49969.820000 sec): 3 clusters
  Score: Raw -1168084.815284 + Penalty 3054.128266 = -1165030.687019
  nChanged 5356
		SP:Iteration 1F (49970.070000 sec): 3 clusters
  Score: Raw -1171215.478292 + Penalty 3054.128266 = -1168161.350027
  nChanged 765
		SP:Iteration 2F (49970.340000 sec): 3 clusters
  Score: Raw -1171616.090625 + Penalty 3054.128266 = -1168561.962360
  nChanged 709
		SP:Iteration 3F (49970.610000 sec): 3 clusters
  Score: Raw -1172000.958769 + Penalty 3054.128266 = -1168946.830503
  nChanged 670
		SP:Iteration 4F (49970.860000 sec): 3 clusters
  Score: Raw -1172362.157515 + Penalty 3054.128266 = -1169308.029250
  nChanged 608
		SP:Iteration 5F (49971.110000 sec): 3 clusters
  Score: Raw -1172709.326283 + Penalty 3054.128266 = -1169655.198017
  nChanged 602
		SP:Iteration 6Q (49971.370000 sec): 3 clusters
  Score: Raw -1173027.468324 + Penalty 3054.128266 = -1169973.340058
  nChanged 528
		SP:Iteration 7Q (49971.610000 sec): 3 clusters
  Score: Raw -1173273.831888 + Penalty 3054.128266 = -1170219.703623
  nChanged 480
		SP:Iteration 8Q (49971.860000 sec): 3 clusters
  Score: Raw -1173481.425059 + Penalty 3054.128266 = -1170427.296793
  nChanged 428
		SP:Iteration 9Q (49972.120000 sec): 3 clusters
  Score: Raw -1173664.414538 + Penalty 3054.128266 = -1170610.286272
  nChanged 387
		SP:Iteration 10Q (49972.390000 sec): 3 clusters
  Score: Raw -1173797.524752 + Penalty 3054.128266 = -1170743.396486
  nChanged 295
		SP:Iteration 11Q (49972.660000 sec): 3 clusters
  Score: Raw -1173892.654549 + Penalty 3054.128266 = -1170838.526284
  nChanged 256
		SP:Iteration 12Q (49972.910000 sec): 3 clusters
  Score: Raw -1173962.923955 + Penalty 3054.128266 = -1170908.795690
  nChanged 214
		SP:Iteration 13Q (49973.160000 sec): 3 clusters
  Score: Raw -1174022.793319 + Penalty 3054.128266 = -1170968.665054
  nChanged 211
		SP:Iteration 14Q (49973.410000 sec): 3 clusters
  Score: Raw -1174077.378672 + Penalty 3054.128266 = -1171023.250406
  nChanged 181
		SP:Iteration 15Q (49973.660000 sec): 3 clusters
  Score: Raw -1174125.947216 + Penalty 3054.128266 = -1171071.818951
  nChanged 176
		SP:Iteration 16Q (49973.910000 sec): 3 clusters
  Score: Raw -1174169.966503 + Penalty 3054.128266 = -1171115.838238
  nChanged 145
		SP:Iteration 17Q (49974.170000 sec): 3 clusters
  Score: Raw -1174199.942187 + Penalty 3054.128266 = -1171145.813921
  nChanged 108
		SP:Iteration 18Q (49974.410000 sec): 3 clusters
  Score: Raw -1174221.780414 + Penalty 3054.128266 = -1171167.652149
  nChanged 110
		SP:Iteration 19Q (49974.660000 sec): 3 clusters
  Score: Raw -1174239.071100 + Penalty 3054.128266 = -1171184.942834
  nChanged 85
		SP:Iteration 20F (49974.910000 sec): 3 clusters
  Score: Raw -1174252.806062 + Penalty 3054.128266 = -1171198.677796
  nChanged 82
		SP:Iteration 21Q (49975.160000 sec): 3 clusters
  Score: Raw -1174265.827743 + Penalty 3054.128266 = -1171211.699477
  nChanged 79
		SP:Iteration 22Q (49975.410000 sec): 3 clusters
  Score: Raw -1174279.232558 + Penalty 3054.128266 = -1171225.104293
  nChanged 94
		SP:Iteration 23Q (49975.670000 sec): 3 clusters
  Score: Raw -1174293.842862 + Penalty 3054.128266 = -1171239.714596
  nChanged 80
		SP:Iteration 24Q (49975.930000 sec): 3 clusters
  Score: Raw -1174306.891889 + Penalty 3054.128266 = -1171252.763624
  nChanged 85
		SP:Iteration 25Q (49976.200000 sec): 3 clusters
  Score: Raw -1174321.933690 + Penalty 3054.128266 = -1171267.805425
  nChanged 85
		SP:Iteration 26Q (49976.460000 sec): 3 clusters
  Score: Raw -1174342.464173 + Penalty 3054.128266 = -1171288.335908
  nChanged 101
		SP:Iteration 27Q (49976.710000 sec): 3 clusters
  Score: Raw -1174364.512693 + Penalty 3054.128266 = -1171310.384428
  nChanged 114
		SP:Iteration 28Q (49976.960000 sec): 3 clusters
  Score: Raw -1174390.774332 + Penalty 3054.128266 = -1171336.646066
  nChanged 104
		SP:Iteration 29Q (49977.210000 sec): 3 clusters
  Score: Raw -1174411.040068 + Penalty 3054.128266 = -1171356.911803
  nChanged 121
		SP:Iteration 30Q (49977.460000 sec): 3 clusters
  Score: Raw -1174435.791408 + Penalty 3054.128266 = -1171381.663142
  nChanged 124
		SP:Iteration 31Q (49977.710000 sec): 3 clusters
  Score: Raw -1174459.214572 + Penalty 3054.128266 = -1171405.086306
  nChanged 124
		SP:Iteration 32Q (49978.010000 sec): 3 clusters
  Score: Raw -1174485.931556 + Penalty 3054.128266 = -1171431.803291
  nChanged 140
		SP:Iteration 33Q (49978.220000 sec): 3 clusters
  Score: Raw -1174522.049083 + Penalty 3054.128266 = -1171467.920817
  nChanged 159
		SP:Iteration 34Q (49978.480000 sec): 3 clusters
  Score: Raw -1174563.637351 + Penalty 3054.128266 = -1171509.509086
  nChanged 168
		SP:Iteration 35Q (49978.720000 sec): 3 clusters
  Score: Raw -1174610.944678 + Penalty 3054.128266 = -1171556.816412
  nChanged 162
		SP:Iteration 36Q (49978.970000 sec): 3 clusters
  Score: Raw -1174663.381706 + Penalty 3054.128266 = -1171609.253440
  nChanged 194
		SP:Iteration 37Q (49979.160000 sec): 3 clusters
  Score: Raw -1174726.061120 + Penalty 3054.128266 = -1171671.932854
  nChanged 196
		SP:Iteration 38Q (49979.360000 sec): 3 clusters
  Score: Raw -1174791.758871 + Penalty 3054.128266 = -1171737.630605
  nChanged 208
		SP:Iteration 39Q (49979.630000 sec): 3 clusters
  Score: Raw -1174870.245688 + Penalty 3054.128266 = -1171816.117422
  nChanged 211
		SP:Iteration 40F (49979.820000 sec): 3 clusters
  Score: Raw -1174946.817365 + Penalty 3054.128266 = -1171892.689099
  nChanged 194
		SP:Iteration 41Q (49980.060000 sec): 3 clusters
  Score: Raw -1175024.123153 + Penalty 3054.128266 = -1171969.994888
  nChanged 203
		SP:Iteration 42Q (49980.180000 sec): 3 clusters
  Score: Raw -1175111.861409 + Penalty 3054.128266 = -1172057.733143
  nChanged 218
		SP:Iteration 43Q (49980.390000 sec): 3 clusters
  Score: Raw -1175204.702917 + Penalty 3054.128266 = -1172150.574652
  nChanged 203
		SP:Iteration 44Q (49980.520000 sec): 3 clusters
  Score: Raw -1175290.493904 + Penalty 3054.128266 = -1172236.365639
  nChanged 181
		SP:Iteration 45Q (49980.700000 sec): 3 clusters
  Score: Raw -1175370.811984 + Penalty 3054.128266 = -1172316.683718
  nChanged 184
		SP:Iteration 46Q (49980.880000 sec): 3 clusters
  Score: Raw -1175465.246326 + Penalty 3054.128266 = -1172411.118061
  nChanged 169
		SP:Iteration 47Q (49981.100000 sec): 3 clusters
  Score: Raw -1175543.949336 + Penalty 3054.128266 = -1172489.821070
  nChanged 138
		SP:Iteration 48Q (49981.330000 sec): 3 clusters
  Score: Raw -1175607.549974 + Penalty 3054.128266 = -1172553.421709
  nChanged 135
		SP:Iteration 49Q (49981.550000 sec): 3 clusters
  Score: Raw -1175670.960270 + Penalty 3054.128266 = -1172616.832004
  nChanged 113
		SP:Iteration 50Q (49981.760000 sec): 3 clusters
  Score: Raw -1175721.619974 + Penalty 3054.128266 = -1172667.491709
  nChanged 85
		SP:Iteration 51Q (49981.960000 sec): 3 clusters
  Score: Raw -1175755.083546 + Penalty 3054.128266 = -1172700.955281
  nChanged 75
		SP:Iteration 52Q (49982.180000 sec): 3 clusters
  Score: Raw -1175782.624044 + Penalty 3054.128266 = -1172728.495779
  nChanged 55
		SP:Iteration 53Q (49982.350000 sec): 3 clusters
  Score: Raw -1175804.773826 + Penalty 3054.128266 = -1172750.645560
  nChanged 56
		SP:Iteration 54Q (49982.490000 sec): 3 clusters
  Score: Raw -1175824.379653 + Penalty 3054.128266 = -1172770.251388
  nChanged 40
		SP:Iteration 55Q (49982.640000 sec): 3 clusters
  Score: Raw -1175839.311295 + Penalty 3054.128266 = -1172785.183030
  nChanged 32
		SP:Iteration 56Q (49982.850000 sec): 3 clusters
  Score: Raw -1175853.242477 + Penalty 3054.128266 = -1172799.114211
  nChanged 23
		SP:Iteration 57Q (49983.080000 sec): 3 clusters
  Score: Raw -1175863.115239 + Penalty 3054.128266 = -1172808.986973
  nChanged 23
		SP:Iteration 58Q (49983.310000 sec): 3 clusters
  Score: Raw -1175872.509897 + Penalty 3054.128266 = -1172818.381631
  nChanged 23
		SP:Iteration 59Q (49983.530000 sec): 3 clusters
  Score: Raw -1175880.536293 + Penalty 3054.128266 = -1172826.408028
  nChanged 15
		SP:Iteration 60F (49983.770000 sec): 3 clusters
  Score: Raw -1175886.734386 + Penalty 3054.128266 = -1172832.606120
  nChanged 7
		SP:Iteration 61Q (49984.000000 sec): 3 clusters
  Score: Raw -1175888.363972 + Penalty 3054.128266 = -1172834.235706
  nChanged 9
		SP:Iteration 62Q (49984.170000 sec): 3 clusters
  Score: Raw -1175890.453448 + Penalty 3054.128266 = -1172836.325183
  nChanged 6
		SP:Iteration 63Q (49984.400000 sec): 3 clusters
  Score: Raw -1175892.700309 + Penalty 3054.128266 = -1172838.572043
  nChanged 12
		SP:Iteration 64Q (49984.630000 sec): 3 clusters
  Score: Raw -1175896.658834 + Penalty 3054.128266 = -1172842.530568
  nChanged 6
		SP:Iteration 65Q (49984.840000 sec): 3 clusters
  Score: Raw -1175899.301147 + Penalty 3054.128266 = -1172845.172882
  nChanged 5
		SP:Iteration 66Q (49985.030000 sec): 3 clusters
  Score: Raw -1175900.912783 + Penalty 3054.128266 = -1172846.784518
  nChanged 2
		SP:Iteration 67Q (49985.240000 sec): 3 clusters
  Score: Raw -1175901.973112 + Penalty 3054.128266 = -1172847.844846
  nChanged 4
		SP:Iteration 68Q (49985.450000 sec): 3 clusters
  Score: Raw -1175903.103323 + Penalty 3054.128266 = -1172848.975057
  nChanged 2
		SP:Iteration 69Q (49985.660000 sec): 3 clusters
  Score: Raw -1175903.944193 + Penalty 3054.128266 = -1172849.815927
  nChanged 3
		SP:Iteration 70Q (49985.860000 sec): 3 clusters
  Score: Raw -1175904.742740 + Penalty 3054.128266 = -1172850.614475
  nChanged 2
		SP:Iteration 71Q (49986.110000 sec): 3 clusters
  Score: Raw -1175905.584706 + Penalty 3054.128266 = -1172851.456441
  nChanged 2
		SP:Iteration 72Q (49986.370000 sec): 3 clusters
  Score: Raw -1175906.147333 + Penalty 3054.128266 = -1172852.019067
  nChanged 2
		SP:Iteration 73Q (49986.580000 sec): 3 clusters
  Score: Raw -1175907.251763 + Penalty 3054.128266 = -1172853.123497
  nChanged 4
		SP:Iteration 74Q (49986.820000 sec): 3 clusters
  Score: Raw -1175908.232602 + Penalty 3054.128266 = -1172854.104336
  nChanged 2
		SP:Iteration 75Q (49987.080000 sec): 3 clusters
  Score: Raw -1175908.770336 + Penalty 3054.128266 = -1172854.642071
  nChanged 1
		SP:Iteration 76Q (49987.350000 sec): 3 clusters
  Score: Raw -1175908.917375 + Penalty 3054.128266 = -1172854.789110
  nChanged 0
		SP:Iteration 77F (49987.610000 sec): 3 clusters
  Score: Raw -1175908.917375 + Penalty 3054.128266 = -1172854.789110
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49987.710000 sec): 2 clusters
  Score: Raw -170128.972255 + Penalty 1201.704976 = -168927.267279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49987.860000 sec): 3 clusters
  Score: Raw -169462.458267 + Penalty 2403.409953 = -167059.048314
  nChanged 541
		SP:Iteration 1F (49987.960000 sec): 3 clusters
  Score: Raw -169809.316436 + Penalty 2403.409953 = -167405.906483
  nChanged 109
		SP:Iteration 2F (49988.100000 sec): 3 clusters
  Score: Raw -169905.769918 + Penalty 2403.409953 = -167502.359965
  nChanged 70
		SP:Iteration 3Q (49988.200000 sec): 3 clusters
  Score: Raw -169945.787570 + Penalty 2403.409953 = -167542.377617
  nChanged 41
		SP:Iteration 4Q (49988.350000 sec): 3 clusters
  Score: Raw -169976.575943 + Penalty 2403.409953 = -167573.165990
  nChanged 37
		SP:Iteration 5Q (49988.450000 sec): 3 clusters
  Score: Raw -169998.374820 + Penalty 2403.409953 = -167594.964867
  nChanged 21
		SP:Iteration 6Q (49988.590000 sec): 3 clusters
  Score: Raw -170012.419833 + Penalty 2403.409953 = -167609.009880
  nChanged 19
		SP:Iteration 7Q (49988.680000 sec): 3 clusters
  Score: Raw -170022.287395 + Penalty 2403.409953 = -167618.877443
  nChanged 12
		SP:Iteration 8Q (49988.780000 sec): 3 clusters
  Score: Raw -170028.503081 + Penalty 2403.409953 = -167625.093128
  nChanged 9
		SP:Iteration 9Q (49988.930000 sec): 3 clusters
  Score: Raw -170032.954966 + Penalty 2403.409953 = -167629.545014
  nChanged 5
		SP:Iteration 10Q (49989.020000 sec): 3 clusters
  Score: Raw -170036.481343 + Penalty 2403.409953 = -167633.071391
  nChanged 9
		SP:Iteration 11Q (49989.160000 sec): 3 clusters
  Score: Raw -170041.797880 + Penalty 2403.409953 = -167638.387928
  nChanged 10
		SP:Iteration 12Q (49989.310000 sec): 3 clusters
  Score: Raw -170046.830819 + Penalty 2403.409953 = -167643.420867
  nChanged 9
		SP:Iteration 13Q (49989.410000 sec): 3 clusters
  Score: Raw -170050.697806 + Penalty 2403.409953 = -167647.287854
  nChanged 4
		SP:Iteration 14Q (49989.550000 sec): 3 clusters
  Score: Raw -170053.144167 + Penalty 2403.409953 = -167649.734214
  nChanged 7
		SP:Iteration 15Q (49989.650000 sec): 3 clusters
  Score: Raw -170056.844088 + Penalty 2403.409953 = -167653.434136
  nChanged 3
		SP:Iteration 16Q (49989.790000 sec): 3 clusters
  Score: Raw -170058.319019 + Penalty 2403.409953 = -167654.909067
  nChanged 3
		SP:Iteration 17Q (49989.890000 sec): 3 clusters
  Score: Raw -170059.154281 + Penalty 2403.409953 = -167655.744328
  nChanged 2
		SP:Iteration 18Q (49990.030000 sec): 3 clusters
  Score: Raw -170060.154174 + Penalty 2403.409953 = -167656.744221
  nChanged 5
		SP:Iteration 19Q (49990.120000 sec): 3 clusters
  Score: Raw -170062.240077 + Penalty 2403.409953 = -167658.830125
  nChanged 7
		SP:Iteration 20F (49990.220000 sec): 3 clusters
  Score: Raw -170064.780327 + Penalty 2403.409953 = -167661.370374
  nChanged 4
		SP:Iteration 21Q (49990.360000 sec): 3 clusters
  Score: Raw -170066.204492 + Penalty 2403.409953 = -167662.794539
  nChanged 5
		SP:Iteration 22Q (49990.460000 sec): 3 clusters
  Score: Raw -170070.295272 + Penalty 2403.409953 = -167666.885319
  nChanged 7
		SP:Iteration 23Q (49990.600000 sec): 3 clusters
  Score: Raw -170073.001124 + Penalty 2403.409953 = -167669.591172
  nChanged 5
		SP:Iteration 24Q (49990.690000 sec): 3 clusters
  Score: Raw -170075.944787 + Penalty 2403.409953 = -167672.534834
  nChanged 3
		SP:Iteration 25Q (49990.800000 sec): 3 clusters
  Score: Raw -170076.822775 + Penalty 2403.409953 = -167673.412822
  nChanged 3
		SP:Iteration 26Q (49990.940000 sec): 3 clusters
  Score: Raw -170078.054865 + Penalty 2403.409953 = -167674.644912
  nChanged 3
		SP:Iteration 27Q (49991.040000 sec): 3 clusters
  Score: Raw -170079.496403 + Penalty 2403.409953 = -167676.086450
  nChanged 7
		SP:Iteration 28Q (49991.180000 sec): 3 clusters
  Score: Raw -170082.423839 + Penalty 2403.409953 = -167679.013887
  nChanged 5
		SP:Iteration 29Q (49991.270000 sec): 3 clusters
  Score: Raw -170084.322972 + Penalty 2403.409953 = -167680.913020
  nChanged 2
		SP:Iteration 30Q (49991.370000 sec): 3 clusters
  Score: Raw -170084.708140 + Penalty 2403.409953 = -167681.298188
  nChanged 1
		SP:Iteration 31Q (49991.510000 sec): 3 clusters
  Score: Raw -170085.438911 + Penalty 2403.409953 = -167682.028958
  nChanged 5
		SP:Iteration 32Q (49991.660000 sec): 3 clusters
  Score: Raw -170088.688871 + Penalty 2403.409953 = -167685.278918
  nChanged 5
		SP:Iteration 33Q (49991.760000 sec): 3 clusters
  Score: Raw -170090.918535 + Penalty 2403.409953 = -167687.508582
  nChanged 12
		SP:Iteration 34Q (49991.850000 sec): 3 clusters
  Score: Raw -170096.394357 + Penalty 2403.409953 = -167692.984405
  nChanged 7
		SP:Iteration 35Q (49991.950000 sec): 3 clusters
  Score: Raw -170099.741444 + Penalty 2403.409953 = -167696.331491
  nChanged 6
		SP:Iteration 36Q (49992.050000 sec): 3 clusters
  Score: Raw -170102.171296 + Penalty 2403.409953 = -167698.761343
  nChanged 3
		SP:Iteration 37Q (49992.140000 sec): 3 clusters
  Score: Raw -170103.618330 + Penalty 2403.409953 = -167700.208377
  nChanged 4
		SP:Iteration 38Q (49992.240000 sec): 3 clusters
  Score: Raw -170106.346441 + Penalty 2403.409953 = -167702.936489
  nChanged 7
		SP:Iteration 39Q (49992.330000 sec): 3 clusters
  Score: Raw -170111.173520 + Penalty 2403.409953 = -167707.763567
  nChanged 5
		SP:Iteration 40F (49992.470000 sec): 3 clusters
  Score: Raw -170113.393372 + Penalty 2403.409953 = -167709.983419
  nChanged 5
		SP:Iteration 41Q (49992.570000 sec): 3 clusters
  Score: Raw -170116.000986 + Penalty 2403.409953 = -167712.591034
  nChanged 4
		SP:Iteration 42Q (49992.720000 sec): 3 clusters
  Score: Raw -170117.965612 + Penalty 2403.409953 = -167714.555659
  nChanged 4
		SP:Iteration 43Q (49992.810000 sec): 3 clusters
  Score: Raw -170120.569881 + Penalty 2403.409953 = -167717.159928
  nChanged 4
		SP:Iteration 44Q (49992.950000 sec): 3 clusters
  Score: Raw -170122.814309 + Penalty 2403.409953 = -167719.404357
  nChanged 3
		SP:Iteration 45Q (49993.050000 sec): 3 clusters
  Score: Raw -170123.738774 + Penalty 2403.409953 = -167720.328822
  nChanged 2
		SP:Iteration 46Q (49993.150000 sec): 3 clusters
  Score: Raw -170124.812207 + Penalty 2403.409953 = -167721.402255
  nChanged 1
		SP:Iteration 47Q (49993.290000 sec): 3 clusters
  Score: Raw -170126.668833 + Penalty 2403.409953 = -167723.258880
  nChanged 2
		SP:Iteration 48Q (49993.440000 sec): 3 clusters
  Score: Raw -170130.546147 + Penalty 2403.409953 = -167727.136194
  nChanged 4
		SP:Iteration 49Q (49993.530000 sec): 3 clusters
  Score: Raw -170133.830235 + Penalty 2403.409953 = -167730.420282
  nChanged 2
		SP:Iteration 50Q (49993.670000 sec): 3 clusters
  Score: Raw -170135.387473 + Penalty 2403.409953 = -167731.977521
  nChanged 1
		SP:Iteration 51Q (49993.770000 sec): 3 clusters
  Score: Raw -170135.916715 + Penalty 2403.409953 = -167732.506762
  nChanged 3
		SP:Iteration 52Q (49993.870000 sec): 3 clusters
  Score: Raw -170138.398439 + Penalty 2403.409953 = -167734.988487
  nChanged 5
		SP:Iteration 53Q (49994.010000 sec): 3 clusters
  Score: Raw -170140.468223 + Penalty 2403.409953 = -167737.058271
  nChanged 4
		SP:Iteration 54Q (49994.110000 sec): 3 clusters
  Score: Raw -170142.077931 + Penalty 2403.409953 = -167738.667978
  nChanged 4
		SP:Iteration 55Q (49994.250000 sec): 3 clusters
  Score: Raw -170144.922541 + Penalty 2403.409953 = -167741.512588
  nChanged 5
		SP:Iteration 56Q (49994.350000 sec): 3 clusters
  Score: Raw -170148.181317 + Penalty 2403.409953 = -167744.771364
  nChanged 5
		SP:Iteration 57Q (49994.450000 sec): 3 clusters
  Score: Raw -170150.182188 + Penalty 2403.409953 = -167746.772235
  nChanged 5
		SP:Iteration 58Q (49994.590000 sec): 3 clusters
  Score: Raw -170154.575847 + Penalty 2403.409953 = -167751.165894
  nChanged 5
		SP:Iteration 59Q (49994.680000 sec): 3 clusters
  Score: Raw -170157.446265 + Penalty 2403.409953 = -167754.036312
  nChanged 2
		SP:Iteration 60F (49994.830000 sec): 3 clusters
  Score: Raw -170158.621013 + Penalty 2403.409953 = -167755.211060
  nChanged 2
		SP:Iteration 61Q (49994.920000 sec): 3 clusters
  Score: Raw -170159.888329 + Penalty 2403.409953 = -167756.478377
  nChanged 0
		SP:Iteration 62F (49995.020000 sec): 3 clusters
  Score: Raw -170159.888329 + Penalty 2403.409953 = -167756.478377
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (198474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49996.270000 sec): 2 clusters
  Score: Raw -19365643.346648 + Penalty 1982.242176 = -19363661.104472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49997.840000 sec): 3 clusters
  Score: Raw -19234235.753260 + Penalty 3964.484351 = -19230271.268909
  nChanged 96106
		SP:Iteration 1F (49999.210000 sec): 3 clusters
  Score: Raw -19293388.454169 + Penalty 3964.484351 = -19289423.969818
  nChanged 9281
		SP:Iteration 2Q (50000.740000 sec): 3 clusters
  Score: Raw -19297236.836445 + Penalty 3964.484351 = -19293272.352093
  nChanged 10552
		SP:Iteration 3F (50002.240000 sec): 3 clusters
  Score: Raw -19302406.943664 + Penalty 3964.484351 = -19298442.459312
  nChanged 11764
		SP:Iteration 4F (50003.640000 sec): 3 clusters
  Score: Raw -19309209.275088 + Penalty 3964.484351 = -19305244.790737
  nChanged 12583
		SP:Iteration 5F (50005.060000 sec): 3 clusters
  Score: Raw -19317441.157881 + Penalty 3964.484351 = -19313476.673530
  nChanged 12626
		SP:Iteration 6F (50006.500000 sec): 3 clusters
  Score: Raw -19326290.597867 + Penalty 3964.484351 = -19322326.113516
  nChanged 11624
		SP:Iteration 7F (50007.850000 sec): 3 clusters
  Score: Raw -19334629.487953 + Penalty 3964.484351 = -19330665.003602
  nChanged 9667
		SP:Iteration 8Q (50009.300000 sec): 3 clusters
  Score: Raw -19341526.720289 + Penalty 3964.484351 = -19337562.235938
  nChanged 7691
		SP:Iteration 9Q (50010.810000 sec): 3 clusters
  Score: Raw -19346855.701895 + Penalty 3964.484351 = -19342891.217543
  nChanged 6036
		SP:Iteration 10Q (50012.180000 sec): 3 clusters
  Score: Raw -19350861.030413 + Penalty 3964.484351 = -19346896.546062
  nChanged 4956
		SP:Iteration 11Q (50013.620000 sec): 3 clusters
  Score: Raw -19354008.789620 + Penalty 3964.484351 = -19350044.305269
  nChanged 4187
		SP:Iteration 12Q (50015.010000 sec): 3 clusters
  Score: Raw -19356603.437278 + Penalty 3964.484351 = -19352638.952927
  nChanged 3549
		SP:Iteration 13Q (50016.300000 sec): 3 clusters
  Score: Raw -19358762.911414 + Penalty 3964.484351 = -19354798.427063
  nChanged 2954
		SP:Iteration 14Q (50017.590000 sec): 3 clusters
  Score: Raw -19360567.350698 + Penalty 3964.484351 = -19356602.866347
  nChanged 2414
		SP:Iteration 15Q (50019.010000 sec): 3 clusters
  Score: Raw -19362024.316637 + Penalty 3964.484351 = -19358059.832286
  nChanged 1898
		SP:Iteration 16Q (50020.230000 sec): 3 clusters
  Score: Raw -19363123.623167 + Penalty 3964.484351 = -19359159.138816
  nChanged 1487
		SP:Iteration 17Q (50021.450000 sec): 3 clusters
  Score: Raw -19363947.004395 + Penalty 3964.484351 = -19359982.520044
  nChanged 1170
		SP:Iteration 18Q (50022.610000 sec): 3 clusters
  Score: Raw -19364553.275372 + Penalty 3964.484351 = -19360588.791021
  nChanged 844
		SP:Iteration 19Q (50023.880000 sec): 3 clusters
  Score: Raw -19364946.180515 + Penalty 3964.484351 = -19360981.696163
  nChanged 658
		SP:Iteration 20F (50025.260000 sec): 3 clusters
  Score: Raw -19365224.579304 + Penalty 3964.484351 = -19361260.094952
  nChanged 505
		SP:Iteration 21Q (50026.510000 sec): 3 clusters
  Score: Raw -19365423.863494 + Penalty 3964.484351 = -19361459.379143
  nChanged 393
		SP:Iteration 22Q (50027.880000 sec): 3 clusters
  Score: Raw -19365564.654640 + Penalty 3964.484351 = -19361600.170288
  nChanged 289
		SP:Iteration 23Q (50029.050000 sec): 3 clusters
  Score: Raw -19365657.062027 + Penalty 3964.484351 = -19361692.577676
  nChanged 224
		SP:Iteration 24Q (50030.390000 sec): 3 clusters
  Score: Raw -19365725.538543 + Penalty 3964.484351 = -19361761.054192
  nChanged 183
		SP:Iteration 25Q (50031.640000 sec): 3 clusters
  Score: Raw -19365781.356388 + Penalty 3964.484351 = -19361816.872037
  nChanged 166
		SP:Iteration 26Q (50032.760000 sec): 3 clusters
  Score: Raw -19365830.501917 + Penalty 3964.484351 = -19361866.017566
  nChanged 135
		SP:Iteration 27Q (50033.880000 sec): 3 clusters
  Score: Raw -19365868.744534 + Penalty 3964.484351 = -19361904.260183
  nChanged 112
		SP:Iteration 28Q (50035.030000 sec): 3 clusters
  Score: Raw -19365900.794569 + Penalty 3964.484351 = -19361936.310218
  nChanged 87
		SP:Iteration 29Q (50036.550000 sec): 3 clusters
  Score: Raw -19365921.715616 + Penalty 3964.484351 = -19361957.231265
  nChanged 68
		SP:Iteration 30Q (50038.170000 sec): 3 clusters
  Score: Raw -19365937.600381 + Penalty 3964.484351 = -19361973.116030
  nChanged 58
		SP:Iteration 31Q (50039.800000 sec): 3 clusters
  Score: Raw -19365954.850380 + Penalty 3964.484351 = -19361990.366029
  nChanged 53
		SP:Iteration 32Q (50041.420000 sec): 3 clusters
  Score: Raw -19365966.641261 + Penalty 3964.484351 = -19362002.156910
  nChanged 42
		SP:Iteration 33Q (50043.040000 sec): 3 clusters
  Score: Raw -19365976.151033 + Penalty 3964.484351 = -19362011.666682
  nChanged 40
		SP:Iteration 34Q (50044.650000 sec): 3 clusters
  Score: Raw -19365985.128327 + Penalty 3964.484351 = -19362020.643976
  nChanged 35
		SP:Iteration 35Q (50045.870000 sec): 3 clusters
  Score: Raw -19365992.179494 + Penalty 3964.484351 = -19362027.695142
  nChanged 31
		SP:Iteration 36Q (50047.100000 sec): 3 clusters
  Score: Raw -19365999.335907 + Penalty 3964.484351 = -19362034.851556
  nChanged 37
		SP:Iteration 37Q (50048.330000 sec): 3 clusters
  Score: Raw -19366008.186684 + Penalty 3964.484351 = -19362043.702333
  nChanged 38
		SP:Iteration 38Q (50049.450000 sec): 3 clusters
  Score: Raw -19366018.129602 + Penalty 3964.484351 = -19362053.645251
  nChanged 44
		SP:Iteration 39Q (50050.690000 sec): 3 clusters
  Score: Raw -19366029.684271 + Penalty 3964.484351 = -19362065.199920
  nChanged 36
		SP:Iteration 40F (50052.140000 sec): 3 clusters
  Score: Raw -19366039.170227 + Penalty 3964.484351 = -19362074.685876
  nChanged 36
		SP:Iteration 41Q (50053.500000 sec): 3 clusters
  Score: Raw -19366049.376742 + Penalty 3964.484351 = -19362084.892390
  nChanged 37
		SP:Iteration 42Q (50054.690000 sec): 3 clusters
  Score: Raw -19366059.340351 + Penalty 3964.484351 = -19362094.855999
  nChanged 28
		SP:Iteration 43Q (50055.940000 sec): 3 clusters
  Score: Raw -19366067.328253 + Penalty 3964.484351 = -19362102.843902
  nChanged 25
		SP:Iteration 44Q (50057.240000 sec): 3 clusters
  Score: Raw -19366073.383548 + Penalty 3964.484351 = -19362108.899197
  nChanged 24
		SP:Iteration 45Q (50058.460000 sec): 3 clusters
  Score: Raw -19366078.910806 + Penalty 3964.484351 = -19362114.426455
  nChanged 19
		SP:Iteration 46Q (50059.710000 sec): 3 clusters
  Score: Raw -19366083.355233 + Penalty 3964.484351 = -19362118.870882
  nChanged 18
		SP:Iteration 47Q (50060.960000 sec): 3 clusters
  Score: Raw -19366086.217122 + Penalty 3964.484351 = -19362121.732771
  nChanged 11
		SP:Iteration 48Q (50062.220000 sec): 3 clusters
  Score: Raw -19366089.173438 + Penalty 3964.484351 = -19362124.689087
  nChanged 14
		SP:Iteration 49Q (50063.540000 sec): 3 clusters
  Score: Raw -19366091.287106 + Penalty 3964.484351 = -19362126.802755
  nChanged 11
		SP:Iteration 50Q (50064.840000 sec): 3 clusters
  Score: Raw -19366093.664432 + Penalty 3964.484351 = -19362129.180081
  nChanged 15
		SP:Iteration 51Q (50066.000000 sec): 3 clusters
  Score: Raw -19366097.001543 + Penalty 3964.484351 = -19362132.517192
  nChanged 7
		SP:Iteration 52Q (50067.190000 sec): 3 clusters
  Score: Raw -19366098.629579 + Penalty 3964.484351 = -19362134.145228
  nChanged 8
		SP:Iteration 53Q (50068.420000 sec): 3 clusters
  Score: Raw -19366100.167270 + Penalty 3964.484351 = -19362135.682919
  nChanged 8
		SP:Iteration 54Q (50069.690000 sec): 3 clusters
  Score: Raw -19366101.790922 + Penalty 3964.484351 = -19362137.306571
  nChanged 6
		SP:Iteration 55Q (50070.960000 sec): 3 clusters
  Score: Raw -19366103.167241 + Penalty 3964.484351 = -19362138.682890
  nChanged 9
		SP:Iteration 56Q (50072.200000 sec): 3 clusters
  Score: Raw -19366105.448724 + Penalty 3964.484351 = -19362140.964372
  nChanged 8
		SP:Iteration 57Q (50073.430000 sec): 3 clusters
  Score: Raw -19366107.608949 + Penalty 3964.484351 = -19362143.124598
  nChanged 12
		SP:Iteration 58Q (50074.770000 sec): 3 clusters
  Score: Raw -19366111.467238 + Penalty 3964.484351 = -19362146.982887
  nChanged 19
		SP:Iteration 59Q (50076.030000 sec): 3 clusters
  Score: Raw -19366116.203870 + Penalty 3964.484351 = -19362151.719519
  nChanged 18
		SP:Iteration 60F (50077.290000 sec): 3 clusters
  Score: Raw -19366120.084529 + Penalty 3964.484351 = -19362155.600178
  nChanged 18
		SP:Iteration 61Q (50078.580000 sec): 3 clusters
  Score: Raw -19366125.494373 + Penalty 3964.484351 = -19362161.010022
  nChanged 20
		SP:Iteration 62Q (50079.810000 sec): 3 clusters
  Score: Raw -19366131.028841 + Penalty 3964.484351 = -19362166.544490
  nChanged 19
		SP:Iteration 63Q (50081.060000 sec): 3 clusters
  Score: Raw -19366134.821712 + Penalty 3964.484351 = -19362170.337361
  nChanged 9
		SP:Iteration 64Q (50082.210000 sec): 3 clusters
  Score: Raw -19366136.967348 + Penalty 3964.484351 = -19362172.482997
  nChanged 14
		SP:Iteration 65Q (50083.520000 sec): 3 clusters
  Score: Raw -19366141.033662 + Penalty 3964.484351 = -19362176.549311
  nChanged 11
		SP:Iteration 66Q (50084.700000 sec): 3 clusters
  Score: Raw -19366143.411634 + Penalty 3964.484351 = -19362178.927283
  nChanged 5
		SP:Iteration 67Q (50086.090000 sec): 3 clusters
  Score: Raw -19366144.662747 + Penalty 3964.484351 = -19362180.178396
  nChanged 4
		SP:Iteration 68Q (50087.250000 sec): 3 clusters
  Score: Raw -19366145.504096 + Penalty 3964.484351 = -19362181.019745
  nChanged 4
		SP:Iteration 69Q (50088.430000 sec): 3 clusters
  Score: Raw -19366146.899428 + Penalty 3964.484351 = -19362182.415077
  nChanged 3
		SP:Iteration 70Q (50089.670000 sec): 3 clusters
  Score: Raw -19366147.511924 + Penalty 3964.484351 = -19362183.027573
  nChanged 2
		SP:Iteration 71Q (50090.920000 sec): 3 clusters
  Score: Raw -19366147.944430 + Penalty 3964.484351 = -19362183.460079
  nChanged 4
		SP:Iteration 72Q (50092.230000 sec): 3 clusters
  Score: Raw -19366148.837335 + Penalty 3964.484351 = -19362184.352984
  nChanged 7
		SP:Iteration 73Q (50093.420000 sec): 3 clusters
  Score: Raw -19366149.723309 + Penalty 3964.484351 = -19362185.238957
  nChanged 1
		SP:Iteration 74Q (50094.650000 sec): 3 clusters
  Score: Raw -19366149.862354 + Penalty 3964.484351 = -19362185.378003
  nChanged 0
		SP:Iteration 75F (50096.080000 sec): 3 clusters
  Score: Raw -19366149.862354 + Penalty 3964.484351 = -19362185.378003
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (44853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50096.480000 sec): 2 clusters
  Score: Raw -4512046.872907 + Penalty 1740.561185 = -4510306.311722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50097.010000 sec): 3 clusters
  Score: Raw -4483807.810618 + Penalty 3481.122370 = -4480326.688248
  nChanged 20907
		SP:Iteration 1F (50097.500000 sec): 3 clusters
  Score: Raw -4496642.573161 + Penalty 3481.122370 = -4493161.450790
  nChanged 2656
		SP:Iteration 2F (50098.040000 sec): 3 clusters
  Score: Raw -4497931.407318 + Penalty 3481.122370 = -4494450.284948
  nChanged 2930
		SP:Iteration 3F (50098.540000 sec): 3 clusters
  Score: Raw -4499625.286323 + Penalty 3481.122370 = -4496144.163953
  nChanged 3111
		SP:Iteration 4F (50099.060000 sec): 3 clusters
  Score: Raw -4501734.578650 + Penalty 3481.122370 = -4498253.456280
  nChanged 3188
		SP:Iteration 5F (50099.520000 sec): 3 clusters
  Score: Raw -4504061.849012 + Penalty 3481.122370 = -4500580.726642
  nChanged 2905
		SP:Iteration 6F (50100.010000 sec): 3 clusters
  Score: Raw -4506247.442656 + Penalty 3481.122370 = -4502766.320286
  nChanged 2433
		SP:Iteration 7F (50100.500000 sec): 3 clusters
  Score: Raw -4508129.082680 + Penalty 3481.122370 = -4504647.960310
  nChanged 1860
		SP:Iteration 8Q (50101.040000 sec): 3 clusters
  Score: Raw -4509506.677637 + Penalty 3481.122370 = -4506025.555266
  nChanged 1276
		SP:Iteration 9Q (50101.540000 sec): 3 clusters
  Score: Raw -4510440.180293 + Penalty 3481.122370 = -4506959.057923
  nChanged 853
		SP:Iteration 10Q (50102.080000 sec): 3 clusters
  Score: Raw -4511041.956882 + Penalty 3481.122370 = -4507560.834512
  nChanged 591
		SP:Iteration 11Q (50102.540000 sec): 3 clusters
  Score: Raw -4511454.655000 + Penalty 3481.122370 = -4507973.532630
  nChanged 444
		SP:Iteration 12Q (50103.000000 sec): 3 clusters
  Score: Raw -4511724.285517 + Penalty 3481.122370 = -4508243.163146
  nChanged 328
		SP:Iteration 13Q (50103.470000 sec): 3 clusters
  Score: Raw -4511894.682534 + Penalty 3481.122370 = -4508413.560163
  nChanged 226
		SP:Iteration 14Q (50103.930000 sec): 3 clusters
  Score: Raw -4512000.337215 + Penalty 3481.122370 = -4508519.214845
  nChanged 183
		SP:Iteration 15Q (50104.400000 sec): 3 clusters
  Score: Raw -4512083.077464 + Penalty 3481.122370 = -4508601.955094
  nChanged 134
		SP:Iteration 16Q (50104.860000 sec): 3 clusters
  Score: Raw -4512135.853404 + Penalty 3481.122370 = -4508654.731034
  nChanged 116
		SP:Iteration 17Q (50105.330000 sec): 3 clusters
  Score: Raw -4512180.173149 + Penalty 3481.122370 = -4508699.050779
  nChanged 88
		SP:Iteration 18Q (50105.790000 sec): 3 clusters
  Score: Raw -4512214.793589 + Penalty 3481.122370 = -4508733.671219
  nChanged 79
		SP:Iteration 19Q (50106.210000 sec): 3 clusters
  Score: Raw -4512247.013620 + Penalty 3481.122370 = -4508765.891249
  nChanged 72
		SP:Iteration 20F (50106.680000 sec): 3 clusters
  Score: Raw -4512268.852725 + Penalty 3481.122370 = -4508787.730355
  nChanged 63
		SP:Iteration 21Q (50107.050000 sec): 3 clusters
  Score: Raw -4512289.193178 + Penalty 3481.122370 = -4508808.070808
  nChanged 59
		SP:Iteration 22Q (50107.440000 sec): 3 clusters
  Score: Raw -4512305.721876 + Penalty 3481.122370 = -4508824.599506
  nChanged 38
		SP:Iteration 23Q (50107.820000 sec): 3 clusters
  Score: Raw -4512317.133293 + Penalty 3481.122370 = -4508836.010923
  nChanged 40
		SP:Iteration 24Q (50108.200000 sec): 3 clusters
  Score: Raw -4512330.016411 + Penalty 3481.122370 = -4508848.894040
  nChanged 38
		SP:Iteration 25Q (50108.630000 sec): 3 clusters
  Score: Raw -4512340.541763 + Penalty 3481.122370 = -4508859.419393
  nChanged 30
		SP:Iteration 26Q (50109.060000 sec): 3 clusters
  Score: Raw -4512349.869580 + Penalty 3481.122370 = -4508868.747210
  nChanged 28
		SP:Iteration 27Q (50109.540000 sec): 3 clusters
  Score: Raw -4512355.704823 + Penalty 3481.122370 = -4508874.582452
  nChanged 13
		SP:Iteration 28Q (50109.950000 sec): 3 clusters
  Score: Raw -4512359.779263 + Penalty 3481.122370 = -4508878.656893
  nChanged 17
		SP:Iteration 29Q (50110.370000 sec): 3 clusters
  Score: Raw -4512365.400623 + Penalty 3481.122370 = -4508884.278253
  nChanged 23
		SP:Iteration 30Q (50110.710000 sec): 3 clusters
  Score: Raw -4512370.971628 + Penalty 3481.122370 = -4508889.849258
  nChanged 19
		SP:Iteration 31Q (50111.100000 sec): 3 clusters
  Score: Raw -4512376.078709 + Penalty 3481.122370 = -4508894.956338
  nChanged 15
		SP:Iteration 32Q (50111.540000 sec): 3 clusters
  Score: Raw -4512380.163149 + Penalty 3481.122370 = -4508899.040778
  nChanged 12
		SP:Iteration 33Q (50112.010000 sec): 3 clusters
  Score: Raw -4512383.343427 + Penalty 3481.122370 = -4508902.221057
  nChanged 9
		SP:Iteration 34Q (50112.370000 sec): 3 clusters
  Score: Raw -4512386.431755 + Penalty 3481.122370 = -4508905.309384
  nChanged 9
		SP:Iteration 35Q (50112.820000 sec): 3 clusters
  Score: Raw -4512389.926348 + Penalty 3481.122370 = -4508908.803978
  nChanged 16
		SP:Iteration 36Q (50113.250000 sec): 3 clusters
  Score: Raw -4512395.713405 + Penalty 3481.122370 = -4508914.591034
  nChanged 18
		SP:Iteration 37Q (50113.680000 sec): 3 clusters
  Score: Raw -4512401.336976 + Penalty 3481.122370 = -4508920.214606
  nChanged 12
		SP:Iteration 38Q (50114.100000 sec): 3 clusters
  Score: Raw -4512404.323446 + Penalty 3481.122370 = -4508923.201076
  nChanged 2
		SP:Iteration 39Q (50114.520000 sec): 3 clusters
  Score: Raw -4512404.805993 + Penalty 3481.122370 = -4508923.683623
  nChanged 5
		SP:Iteration 40F (50114.920000 sec): 3 clusters
  Score: Raw -4512406.508782 + Penalty 3481.122370 = -4508925.386412
  nChanged 5
		SP:Iteration 41Q (50115.360000 sec): 3 clusters
  Score: Raw -4512407.986964 + Penalty 3481.122370 = -4508926.864594
  nChanged 3
		SP:Iteration 42Q (50115.790000 sec): 3 clusters
  Score: Raw -4512408.590951 + Penalty 3481.122370 = -4508927.468580
  nChanged 4
		SP:Iteration 43Q (50116.200000 sec): 3 clusters
  Score: Raw -4512409.602264 + Penalty 3481.122370 = -4508928.479894
  nChanged 2
		SP:Iteration 44Q (50116.610000 sec): 3 clusters
  Score: Raw -4512410.182504 + Penalty 3481.122370 = -4508929.060133
  nChanged 3
		SP:Iteration 45Q (50117.030000 sec): 3 clusters
  Score: Raw -4512410.643759 + Penalty 3481.122370 = -4508929.521388
  nChanged 3
		SP:Iteration 46Q (50117.400000 sec): 3 clusters
  Score: Raw -4512411.451509 + Penalty 3481.122370 = -4508930.329139
  nChanged 5
		SP:Iteration 47Q (50117.780000 sec): 3 clusters
  Score: Raw -4512412.537516 + Penalty 3481.122370 = -4508931.415146
  nChanged 4
		SP:Iteration 48Q (50118.260000 sec): 3 clusters
  Score: Raw -4512412.985810 + Penalty 3481.122370 = -4508931.863439
  nChanged 2
		SP:Iteration 49Q (50118.630000 sec): 3 clusters
  Score: Raw -4512413.127417 + Penalty 3481.122370 = -4508932.005047
  nChanged 0
		SP:Iteration 50F (50119.040000 sec): 3 clusters
  Score: Raw -4512413.127417 + Penalty 3481.122370 = -4508932.005047
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (11773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50119.200000 sec): 2 clusters
  Score: Raw -1150816.321791 + Penalty 1523.204159 = -1149293.117632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50119.440000 sec): 3 clusters
  Score: Raw -1144119.198885 + Penalty 3046.408317 = -1141072.790568
  nChanged 5127
		SP:Iteration 1F (50119.620000 sec): 3 clusters
  Score: Raw -1146926.645563 + Penalty 3046.408317 = -1143880.237246
  nChanged 769
		SP:Iteration 2F (50119.860000 sec): 3 clusters
  Score: Raw -1147337.050108 + Penalty 3046.408317 = -1144290.641791
  nChanged 690
		SP:Iteration 3F (50120.110000 sec): 3 clusters
  Score: Raw -1147765.334898 + Penalty 3046.408317 = -1144718.926581
  nChanged 722
		SP:Iteration 4F (50120.330000 sec): 3 clusters
  Score: Raw -1148305.880738 + Penalty 3046.408317 = -1145259.472421
  nChanged 749
		SP:Iteration 5F (50120.530000 sec): 3 clusters
  Score: Raw -1148813.622091 + Penalty 3046.408317 = -1145767.213774
  nChanged 664
		SP:Iteration 6F (50120.790000 sec): 3 clusters
  Score: Raw -1149212.865981 + Penalty 3046.408317 = -1146166.457664
  nChanged 586
		SP:Iteration 7Q (50121.020000 sec): 3 clusters
  Score: Raw -1149531.326392 + Penalty 3046.408317 = -1146484.918075
  nChanged 481
		SP:Iteration 8Q (50121.310000 sec): 3 clusters
  Score: Raw -1149740.390663 + Penalty 3046.408317 = -1146693.982346
  nChanged 361
		SP:Iteration 9Q (50121.560000 sec): 3 clusters
  Score: Raw -1149876.374468 + Penalty 3046.408317 = -1146829.966151
  nChanged 275
		SP:Iteration 10Q (50121.840000 sec): 3 clusters
  Score: Raw -1149953.533209 + Penalty 3046.408317 = -1146907.124891
  nChanged 213
		SP:Iteration 11Q (50122.040000 sec): 3 clusters
  Score: Raw -1150009.936725 + Penalty 3046.408317 = -1146963.528408
  nChanged 171
		SP:Iteration 12Q (50122.270000 sec): 3 clusters
  Score: Raw -1150051.445705 + Penalty 3046.408317 = -1147005.037388
  nChanged 140
		SP:Iteration 13Q (50122.470000 sec): 3 clusters
  Score: Raw -1150079.375802 + Penalty 3046.408317 = -1147032.967485
  nChanged 113
		SP:Iteration 14Q (50122.660000 sec): 3 clusters
  Score: Raw -1150104.403707 + Penalty 3046.408317 = -1147057.995390
  nChanged 106
		SP:Iteration 15Q (50122.890000 sec): 3 clusters
  Score: Raw -1150124.956925 + Penalty 3046.408317 = -1147078.548608
  nChanged 81
		SP:Iteration 16Q (50123.140000 sec): 3 clusters
  Score: Raw -1150142.375866 + Penalty 3046.408317 = -1147095.967549
  nChanged 96
		SP:Iteration 17Q (50123.360000 sec): 3 clusters
  Score: Raw -1150157.341514 + Penalty 3046.408317 = -1147110.933197
  nChanged 72
		SP:Iteration 18Q (50123.590000 sec): 3 clusters
  Score: Raw -1150168.950767 + Penalty 3046.408317 = -1147122.542450
  nChanged 58
		SP:Iteration 19Q (50123.850000 sec): 3 clusters
  Score: Raw -1150178.308906 + Penalty 3046.408317 = -1147131.900589
  nChanged 49
		SP:Iteration 20F (50124.070000 sec): 3 clusters
  Score: Raw -1150186.091777 + Penalty 3046.408317 = -1147139.683460
  nChanged 48
		SP:Iteration 21Q (50124.270000 sec): 3 clusters
  Score: Raw -1150192.041903 + Penalty 3046.408317 = -1147145.633585
  nChanged 44
		SP:Iteration 22Q (50124.460000 sec): 3 clusters
  Score: Raw -1150196.908586 + Penalty 3046.408317 = -1147150.500269
  nChanged 33
		SP:Iteration 23Q (50124.770000 sec): 3 clusters
  Score: Raw -1150200.928460 + Penalty 3046.408317 = -1147154.520142
  nChanged 31
		SP:Iteration 24Q (50125.060000 sec): 3 clusters
  Score: Raw -1150204.880184 + Penalty 3046.408317 = -1147158.471867
  nChanged 30
		SP:Iteration 25Q (50125.270000 sec): 3 clusters
  Score: Raw -1150207.857344 + Penalty 3046.408317 = -1147161.449026
  nChanged 25
		SP:Iteration 26Q (50125.520000 sec): 3 clusters
  Score: Raw -1150210.149274 + Penalty 3046.408317 = -1147163.740957
  nChanged 17
		SP:Iteration 27Q (50125.760000 sec): 3 clusters
  Score: Raw -1150212.126504 + Penalty 3046.408317 = -1147165.718186
  nChanged 26
		SP:Iteration 28Q (50126.010000 sec): 3 clusters
  Score: Raw -1150214.589168 + Penalty 3046.408317 = -1147168.180851
  nChanged 24
		SP:Iteration 29Q (50126.310000 sec): 3 clusters
  Score: Raw -1150217.183625 + Penalty 3046.408317 = -1147170.775308
  nChanged 17
		SP:Iteration 30Q (50126.650000 sec): 3 clusters
  Score: Raw -1150218.905126 + Penalty 3046.408317 = -1147172.496808
  nChanged 13
		SP:Iteration 31Q (50126.880000 sec): 3 clusters
  Score: Raw -1150220.144214 + Penalty 3046.408317 = -1147173.735897
  nChanged 13
		SP:Iteration 32Q (50127.160000 sec): 3 clusters
  Score: Raw -1150221.504021 + Penalty 3046.408317 = -1147175.095704
  nChanged 11
		SP:Iteration 33Q (50127.400000 sec): 3 clusters
  Score: Raw -1150222.783499 + Penalty 3046.408317 = -1147176.375182
  nChanged 14
		SP:Iteration 34Q (50127.630000 sec): 3 clusters
  Score: Raw -1150223.901072 + Penalty 3046.408317 = -1147177.492755
  nChanged 9
		SP:Iteration 35Q (50127.860000 sec): 3 clusters
  Score: Raw -1150225.056511 + Penalty 3046.408317 = -1147178.648193
  nChanged 9
		SP:Iteration 36Q (50128.080000 sec): 3 clusters
  Score: Raw -1150225.915582 + Penalty 3046.408317 = -1147179.507264
  nChanged 10
		SP:Iteration 37Q (50128.320000 sec): 3 clusters
  Score: Raw -1150226.837539 + Penalty 3046.408317 = -1147180.429222
  nChanged 8
		SP:Iteration 38Q (50128.560000 sec): 3 clusters
  Score: Raw -1150227.898116 + Penalty 3046.408317 = -1147181.489799
  nChanged 10
		SP:Iteration 39Q (50128.800000 sec): 3 clusters
  Score: Raw -1150228.963310 + Penalty 3046.408317 = -1147182.554993
  nChanged 13
		SP:Iteration 40F (50129.000000 sec): 3 clusters
  Score: Raw -1150230.619997 + Penalty 3046.408317 = -1147184.211680
  nChanged 17
		SP:Iteration 41Q (50129.230000 sec): 3 clusters
  Score: Raw -1150232.816471 + Penalty 3046.408317 = -1147186.408154
  nChanged 19
		SP:Iteration 42Q (50129.450000 sec): 3 clusters
  Score: Raw -1150236.038087 + Penalty 3046.408317 = -1147189.629770
  nChanged 22
		SP:Iteration 43Q (50129.680000 sec): 3 clusters
  Score: Raw -1150238.908059 + Penalty 3046.408317 = -1147192.499742
  nChanged 32
		SP:Iteration 44Q (50129.880000 sec): 3 clusters
  Score: Raw -1150243.032097 + Penalty 3046.408317 = -1147196.623780
  nChanged 27
		SP:Iteration 45Q (50130.080000 sec): 3 clusters
  Score: Raw -1150247.592337 + Penalty 3046.408317 = -1147201.184020
  nChanged 25
		SP:Iteration 46Q (50130.310000 sec): 3 clusters
  Score: Raw -1150250.945391 + Penalty 3046.408317 = -1147204.537074
  nChanged 26
		SP:Iteration 47Q (50130.560000 sec): 3 clusters
  Score: Raw -1150254.743454 + Penalty 3046.408317 = -1147208.335137
  nChanged 31
		SP:Iteration 48Q (50130.780000 sec): 3 clusters
  Score: Raw -1150259.696634 + Penalty 3046.408317 = -1147213.288317
  nChanged 36
		SP:Iteration 49Q (50131.010000 sec): 3 clusters
  Score: Raw -1150264.422844 + Penalty 3046.408317 = -1147218.014527
  nChanged 35
		SP:Iteration 50Q (50131.360000 sec): 3 clusters
  Score: Raw -1150268.631349 + Penalty 3046.408317 = -1147222.223032
  nChanged 36
		SP:Iteration 51Q (50131.620000 sec): 3 clusters
  Score: Raw -1150273.973701 + Penalty 3046.408317 = -1147227.565383
  nChanged 43
		SP:Iteration 52Q (50131.880000 sec): 3 clusters
  Score: Raw -1150279.818247 + Penalty 3046.408317 = -1147233.409930
  nChanged 47
		SP:Iteration 53Q (50132.040000 sec): 3 clusters
  Score: Raw -1150285.719183 + Penalty 3046.408317 = -1147239.310865
  nChanged 53
		SP:Iteration 54Q (50132.330000 sec): 3 clusters
  Score: Raw -1150294.745834 + Penalty 3046.408317 = -1147248.337517
  nChanged 56
		SP:Iteration 55Q (50132.650000 sec): 3 clusters
  Score: Raw -1150304.143657 + Penalty 3046.408317 = -1147257.735340
  nChanged 52
		SP:Iteration 56Q (50132.910000 sec): 3 clusters
  Score: Raw -1150311.789335 + Penalty 3046.408317 = -1147265.381018
  nChanged 48
		SP:Iteration 57Q (50133.120000 sec): 3 clusters
  Score: Raw -1150318.162348 + Penalty 3046.408317 = -1147271.754030
  nChanged 42
		SP:Iteration 58Q (50133.400000 sec): 3 clusters
  Score: Raw -1150323.846586 + Penalty 3046.408317 = -1147277.438269
  nChanged 61
		SP:Iteration 59Q (50133.650000 sec): 3 clusters
  Score: Raw -1150334.262423 + Penalty 3046.408317 = -1147287.854106
  nChanged 71
		SP:Iteration 60F (50133.950000 sec): 3 clusters
  Score: Raw -1150348.524466 + Penalty 3046.408317 = -1147302.116148
  nChanged 82
		SP:Iteration 61Q (50134.190000 sec): 3 clusters
  Score: Raw -1150363.865532 + Penalty 3046.408317 = -1147317.457215
  nChanged 75
		SP:Iteration 62Q (50134.420000 sec): 3 clusters
  Score: Raw -1150376.010660 + Penalty 3046.408317 = -1147329.602343
  nChanged 76
		SP:Iteration 63Q (50134.690000 sec): 3 clusters
  Score: Raw -1150387.377261 + Penalty 3046.408317 = -1147340.968943
  nChanged 74
		SP:Iteration 64Q (50134.970000 sec): 3 clusters
  Score: Raw -1150400.450645 + Penalty 3046.408317 = -1147354.042327
  nChanged 76
		SP:Iteration 65Q (50135.180000 sec): 3 clusters
  Score: Raw -1150413.285657 + Penalty 3046.408317 = -1147366.877340
  nChanged 74
		SP:Iteration 66Q (50135.410000 sec): 3 clusters
  Score: Raw -1150426.891543 + Penalty 3046.408317 = -1147380.483226
  nChanged 69
		SP:Iteration 67Q (50135.700000 sec): 3 clusters
  Score: Raw -1150439.487411 + Penalty 3046.408317 = -1147393.079093
  nChanged 76
		SP:Iteration 68Q (50135.990000 sec): 3 clusters
  Score: Raw -1150452.723887 + Penalty 3046.408317 = -1147406.315570
  nChanged 78
		SP:Iteration 69Q (50136.260000 sec): 3 clusters
  Score: Raw -1150465.683149 + Penalty 3046.408317 = -1147419.274832
  nChanged 76
		SP:Iteration 70Q (50136.520000 sec): 3 clusters
  Score: Raw -1150481.878094 + Penalty 3046.408317 = -1147435.469777
  nChanged 84
		SP:Iteration 71Q (50136.800000 sec): 3 clusters
  Score: Raw -1150500.524525 + Penalty 3046.408317 = -1147454.116207
  nChanged 94
		SP:Iteration 72Q (50137.030000 sec): 3 clusters
  Score: Raw -1150519.591065 + Penalty 3046.408317 = -1147473.182748
  nChanged 86
		SP:Iteration 73Q (50137.290000 sec): 3 clusters
  Score: Raw -1150535.732421 + Penalty 3046.408317 = -1147489.324104
  nChanged 81
		SP:Iteration 74Q (50137.560000 sec): 3 clusters
  Score: Raw -1150553.500849 + Penalty 3046.408317 = -1147507.092531
  nChanged 90
		SP:Iteration 75Q (50137.780000 sec): 3 clusters
  Score: Raw -1150572.342124 + Penalty 3046.408317 = -1147525.933807
  nChanged 100
		SP:Iteration 76Q (50138.040000 sec): 3 clusters
  Score: Raw -1150595.188992 + Penalty 3046.408317 = -1147548.780674
  nChanged 93
		SP:Iteration 77Q (50138.270000 sec): 3 clusters
  Score: Raw -1150617.744854 + Penalty 3046.408317 = -1147571.336537
  nChanged 104
		SP:Iteration 78Q (50138.530000 sec): 3 clusters
  Score: Raw -1150642.336141 + Penalty 3046.408317 = -1147595.927823
  nChanged 110
		SP:Iteration 79Q (50138.780000 sec): 3 clusters
  Score: Raw -1150668.602534 + Penalty 3046.408317 = -1147622.194217
  nChanged 110
		SP:Iteration 80F (50139.110000 sec): 3 clusters
  Score: Raw -1150690.960674 + Penalty 3046.408317 = -1147644.552356
  nChanged 100
		SP:Iteration 81Q (50139.360000 sec): 3 clusters
  Score: Raw -1150709.662704 + Penalty 3046.408317 = -1147663.254387
  nChanged 82
		SP:Iteration 82Q (50139.660000 sec): 3 clusters
  Score: Raw -1150726.102452 + Penalty 3046.408317 = -1147679.694135
  nChanged 64
		SP:Iteration 83Q (50139.890000 sec): 3 clusters
  Score: Raw -1150737.918126 + Penalty 3046.408317 = -1147691.509809
  nChanged 58
		SP:Iteration 84Q (50140.180000 sec): 3 clusters
  Score: Raw -1150750.568390 + Penalty 3046.408317 = -1147704.160073
  nChanged 60
		SP:Iteration 85Q (50140.380000 sec): 3 clusters
  Score: Raw -1150762.634446 + Penalty 3046.408317 = -1147716.226129
  nChanged 49
		SP:Iteration 86Q (50140.580000 sec): 3 clusters
  Score: Raw -1150773.969580 + Penalty 3046.408317 = -1147727.561263
  nChanged 57
		SP:Iteration 87Q (50140.820000 sec): 3 clusters
  Score: Raw -1150785.347889 + Penalty 3046.408317 = -1147738.939571
  nChanged 62
		SP:Iteration 88Q (50141.050000 sec): 3 clusters
  Score: Raw -1150798.645770 + Penalty 3046.408317 = -1147752.237453
  nChanged 67
		SP:Iteration 89Q (50141.290000 sec): 3 clusters
  Score: Raw -1150814.467691 + Penalty 3046.408317 = -1147768.059374
  nChanged 65
		SP:Iteration 90Q (50141.580000 sec): 3 clusters
  Score: Raw -1150832.441914 + Penalty 3046.408317 = -1147786.033596
  nChanged 79
		SP:Iteration 91Q (50141.880000 sec): 3 clusters
  Score: Raw -1150854.669440 + Penalty 3046.408317 = -1147808.261123
  nChanged 74
		SP:Iteration 92Q (50142.080000 sec): 3 clusters
  Score: Raw -1150872.544442 + Penalty 3046.408317 = -1147826.136125
  nChanged 71
		SP:Iteration 93Q (50142.300000 sec): 3 clusters
  Score: Raw -1150891.493325 + Penalty 3046.408317 = -1147845.085008
  nChanged 75
		SP:Iteration 94Q (50142.600000 sec): 3 clusters
  Score: Raw -1150909.869647 + Penalty 3046.408317 = -1147863.461330
  nChanged 72
		SP:Iteration 95Q (50142.810000 sec): 3 clusters
  Score: Raw -1150928.687579 + Penalty 3046.408317 = -1147882.279261
  nChanged 74
		SP:Iteration 96Q (50143.120000 sec): 3 clusters
  Score: Raw -1150950.836180 + Penalty 3046.408317 = -1147904.427863
  nChanged 84
		SP:Iteration 97Q (50143.400000 sec): 3 clusters
  Score: Raw -1150976.198336 + Penalty 3046.408317 = -1147929.790019
  nChanged 80
		SP:Iteration 98Q (50143.590000 sec): 3 clusters
  Score: Raw -1150999.673700 + Penalty 3046.408317 = -1147953.265383
  nChanged 68
		SP:Iteration 99Q (50143.810000 sec): 3 clusters
  Score: Raw -1151017.368954 + Penalty 3046.408317 = -1147970.960637
  nChanged 56
		SP:Iteration 100F (50144.050000 sec): 3 clusters
  Score: Raw -1151031.688901 + Penalty 3046.408317 = -1147985.280584
  nChanged 47
		SP:Iteration 101Q (50144.300000 sec): 3 clusters
  Score: Raw -1151045.053413 + Penalty 3046.408317 = -1147998.645096
  nChanged 52
		SP:Iteration 102Q (50144.520000 sec): 3 clusters
  Score: Raw -1151063.225953 + Penalty 3046.408317 = -1148016.817635
  nChanged 58
		SP:Iteration 103Q (50144.760000 sec): 3 clusters
  Score: Raw -1151079.124765 + Penalty 3046.408317 = -1148032.716448
  nChanged 53
		SP:Iteration 104Q (50144.960000 sec): 3 clusters
  Score: Raw -1151094.959460 + Penalty 3046.408317 = -1148048.551143
  nChanged 52
		SP:Iteration 105Q (50145.220000 sec): 3 clusters
  Score: Raw -1151108.784505 + Penalty 3046.408317 = -1148062.376187
  nChanged 43
		SP:Iteration 106Q (50145.460000 sec): 3 clusters
  Score: Raw -1151118.743280 + Penalty 3046.408317 = -1148072.334963
  nChanged 38
		SP:Iteration 107Q (50145.700000 sec): 3 clusters
  Score: Raw -1151130.904779 + Penalty 3046.408317 = -1148084.496462
  nChanged 42
		SP:Iteration 108Q (50145.980000 sec): 3 clusters
  Score: Raw -1151144.377831 + Penalty 3046.408317 = -1148097.969514
  nChanged 47
		SP:Iteration 109Q (50146.220000 sec): 3 clusters
  Score: Raw -1151157.707259 + Penalty 3046.408317 = -1148111.298942
  nChanged 36
		SP:Iteration 110Q (50146.460000 sec): 3 clusters
  Score: Raw -1151168.791329 + Penalty 3046.408317 = -1148122.383012
  nChanged 29
		SP:Iteration 111Q (50146.700000 sec): 3 clusters
  Score: Raw -1151176.352464 + Penalty 3046.408317 = -1148129.944147
  nChanged 31
		SP:Iteration 112Q (50146.940000 sec): 3 clusters
  Score: Raw -1151186.195922 + Penalty 3046.408317 = -1148139.787605
  nChanged 35
		SP:Iteration 113Q (50147.180000 sec): 3 clusters
  Score: Raw -1151196.181674 + Penalty 3046.408317 = -1148149.773357
  nChanged 34
		SP:Iteration 114Q (50147.440000 sec): 3 clusters
  Score: Raw -1151205.231455 + Penalty 3046.408317 = -1148158.823138
  nChanged 35
		SP:Iteration 115Q (50147.670000 sec): 3 clusters
  Score: Raw -1151214.489387 + Penalty 3046.408317 = -1148168.081070
  nChanged 27
		SP:Iteration 116Q (50147.950000 sec): 3 clusters
  Score: Raw -1151222.577341 + Penalty 3046.408317 = -1148176.169024
  nChanged 23
		SP:Iteration 117Q (50148.180000 sec): 3 clusters
  Score: Raw -1151227.302685 + Penalty 3046.408317 = -1148180.894368
  nChanged 19
		SP:Iteration 118Q (50148.420000 sec): 3 clusters
  Score: Raw -1151231.175579 + Penalty 3046.408317 = -1148184.767262
  nChanged 13
		SP:Iteration 119Q (50148.690000 sec): 3 clusters
  Score: Raw -1151234.953318 + Penalty 3046.408317 = -1148188.545001
  nChanged 11
		SP:Iteration 120F (50148.930000 sec): 3 clusters
  Score: Raw -1151237.263727 + Penalty 3046.408317 = -1148190.855409
  nChanged 15
		SP:Iteration 121Q (50149.160000 sec): 3 clusters
  Score: Raw -1151241.286507 + Penalty 3046.408317 = -1148194.878190
  nChanged 12
		SP:Iteration 122Q (50149.360000 sec): 3 clusters
  Score: Raw -1151244.017009 + Penalty 3046.408317 = -1148197.608692
  nChanged 12
		SP:Iteration 123Q (50149.640000 sec): 3 clusters
  Score: Raw -1151246.876421 + Penalty 3046.408317 = -1148200.468103
  nChanged 10
		SP:Iteration 124Q (50149.900000 sec): 3 clusters
  Score: Raw -1151249.961006 + Penalty 3046.408317 = -1148203.552689
  nChanged 12
		SP:Iteration 125Q (50150.160000 sec): 3 clusters
  Score: Raw -1151253.693516 + Penalty 3046.408317 = -1148207.285199
  nChanged 11
		SP:Iteration 126Q (50150.440000 sec): 3 clusters
  Score: Raw -1151256.078668 + Penalty 3046.408317 = -1148209.670351
  nChanged 10
		SP:Iteration 127Q (50150.730000 sec): 3 clusters
  Score: Raw -1151258.090336 + Penalty 3046.408317 = -1148211.682019
  nChanged 9
		SP:Iteration 128Q (50151.040000 sec): 3 clusters
  Score: Raw -1151259.834149 + Penalty 3046.408317 = -1148213.425832
  nChanged 9
		SP:Iteration 129Q (50151.240000 sec): 3 clusters
  Score: Raw -1151261.794494 + Penalty 3046.408317 = -1148215.386177
  nChanged 9
		SP:Iteration 130Q (50151.450000 sec): 3 clusters
  Score: Raw -1151264.887601 + Penalty 3046.408317 = -1148218.479283
  nChanged 12
		SP:Iteration 131Q (50151.700000 sec): 3 clusters
  Score: Raw -1151268.131352 + Penalty 3046.408317 = -1148221.723034
  nChanged 10
		SP:Iteration 132Q (50151.920000 sec): 3 clusters
  Score: Raw -1151269.979864 + Penalty 3046.408317 = -1148223.571546
  nChanged 7
		SP:Iteration 133Q (50152.130000 sec): 3 clusters
  Score: Raw -1151272.647446 + Penalty 3046.408317 = -1148226.239129
  nChanged 7
		SP:Iteration 134Q (50152.380000 sec): 3 clusters
  Score: Raw -1151274.235880 + Penalty 3046.408317 = -1148227.827563
  nChanged 4
		SP:Iteration 135Q (50152.620000 sec): 3 clusters
  Score: Raw -1151275.801127 + Penalty 3046.408317 = -1148229.392810
  nChanged 6
		SP:Iteration 136Q (50152.810000 sec): 3 clusters
  Score: Raw -1151276.747820 + Penalty 3046.408317 = -1148230.339503
  nChanged 3
		SP:Iteration 137Q (50153.030000 sec): 3 clusters
  Score: Raw -1151277.567408 + Penalty 3046.408317 = -1148231.159091
  nChanged 5
		SP:Iteration 138Q (50153.230000 sec): 3 clusters
  Score: Raw -1151280.101164 + Penalty 3046.408317 = -1148233.692847
  nChanged 5
		SP:Iteration 139Q (50153.460000 sec): 3 clusters
  Score: Raw -1151281.558181 + Penalty 3046.408317 = -1148235.149864
  nChanged 7
		SP:Iteration 140F (50153.650000 sec): 3 clusters
  Score: Raw -1151282.713450 + Penalty 3046.408317 = -1148236.305133
  nChanged 3
		SP:Iteration 141Q (50153.840000 sec): 3 clusters
  Score: Raw -1151283.649469 + Penalty 3046.408317 = -1148237.241152
  nChanged 6
		SP:Iteration 142Q (50154.050000 sec): 3 clusters
  Score: Raw -1151285.890458 + Penalty 3046.408317 = -1148239.482140
  nChanged 7
		SP:Iteration 143Q (50154.250000 sec): 3 clusters
  Score: Raw -1151288.447644 + Penalty 3046.408317 = -1148242.039327
  nChanged 10
		SP:Iteration 144Q (50154.440000 sec): 3 clusters
  Score: Raw -1151291.303083 + Penalty 3046.408317 = -1148244.894766
  nChanged 11
		SP:Iteration 145Q (50154.640000 sec): 3 clusters
  Score: Raw -1151294.671651 + Penalty 3046.408317 = -1148248.263334
  nChanged 12
		SP:Iteration 146Q (50154.900000 sec): 3 clusters
  Score: Raw -1151297.100981 + Penalty 3046.408317 = -1148250.692664
  nChanged 3
		SP:Iteration 147Q (50155.110000 sec): 3 clusters
  Score: Raw -1151298.286987 + Penalty 3046.408317 = -1148251.878670
  nChanged 1
		SP:Iteration 148Q (50155.330000 sec): 3 clusters
  Score: Raw -1151298.429103 + Penalty 3046.408317 = -1148252.020786
  nChanged 1
		SP:Iteration 149Q (50155.620000 sec): 3 clusters
  Score: Raw -1151298.557657 + Penalty 3046.408317 = -1148252.149340
  nChanged 3
		SP:Iteration 150Q (50155.890000 sec): 3 clusters
  Score: Raw -1151298.831445 + Penalty 3046.408317 = -1148252.423128
  nChanged 1
		SP:Iteration 151Q (50156.180000 sec): 3 clusters
  Score: Raw -1151299.041195 + Penalty 3046.408317 = -1148252.632878
  nChanged 1
		SP:Iteration 152Q (50156.350000 sec): 3 clusters
  Score: Raw -1151299.149477 + Penalty 3046.408317 = -1148252.741159
  nChanged 0
		SP:Iteration 153F (50156.560000 sec): 3 clusters
  Score: Raw -1151299.149477 + Penalty 3046.408317 = -1148252.741159
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50156.700000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50156.870000 sec): 3 clusters
  Score: Raw -621272.052052 + Penalty 2855.101478 = -618416.950574
  nChanged 2699
		SP:Iteration 1F (50157.010000 sec): 3 clusters
  Score: Raw -622849.256645 + Penalty 2855.101478 = -619994.155167
  nChanged 492
		SP:Iteration 2F (50157.200000 sec): 3 clusters
  Score: Raw -623147.604907 + Penalty 2855.101478 = -620292.503428
  nChanged 395
		SP:Iteration 3F (50157.350000 sec): 3 clusters
  Score: Raw -623414.776564 + Penalty 2855.101478 = -620559.675086
  nChanged 374
		SP:Iteration 4F (50157.490000 sec): 3 clusters
  Score: Raw -623676.671730 + Penalty 2855.101478 = -620821.570251
  nChanged 366
		SP:Iteration 5F (50157.690000 sec): 3 clusters
  Score: Raw -623943.924765 + Penalty 2855.101478 = -621088.823286
  nChanged 341
		SP:Iteration 6F (50157.870000 sec): 3 clusters
  Score: Raw -624155.891884 + Penalty 2855.101478 = -621300.790405
  nChanged 277
		SP:Iteration 7Q (50158.070000 sec): 3 clusters
  Score: Raw -624309.662145 + Penalty 2855.101478 = -621454.560666
  nChanged 227
		SP:Iteration 8Q (50158.180000 sec): 3 clusters
  Score: Raw -624426.981834 + Penalty 2855.101478 = -621571.880356
  nChanged 199
		SP:Iteration 9Q (50158.370000 sec): 3 clusters
  Score: Raw -624514.212992 + Penalty 2855.101478 = -621659.111514
  nChanged 153
		SP:Iteration 10Q (50158.550000 sec): 3 clusters
  Score: Raw -624572.773477 + Penalty 2855.101478 = -621717.671998
  nChanged 124
		SP:Iteration 11Q (50158.680000 sec): 3 clusters
  Score: Raw -624618.931843 + Penalty 2855.101478 = -621763.830365
  nChanged 113
		SP:Iteration 12Q (50158.880000 sec): 3 clusters
  Score: Raw -624658.508182 + Penalty 2855.101478 = -621803.406704
  nChanged 88
		SP:Iteration 13Q (50159.080000 sec): 3 clusters
  Score: Raw -624683.451489 + Penalty 2855.101478 = -621828.350010
  nChanged 69
		SP:Iteration 14Q (50159.200000 sec): 3 clusters
  Score: Raw -624706.840767 + Penalty 2855.101478 = -621851.739288
  nChanged 77
		SP:Iteration 15Q (50159.400000 sec): 3 clusters
  Score: Raw -624735.534575 + Penalty 2855.101478 = -621880.433096
  nChanged 85
		SP:Iteration 16Q (50159.620000 sec): 3 clusters
  Score: Raw -624769.014160 + Penalty 2855.101478 = -621913.912681
  nChanged 75
		SP:Iteration 17Q (50159.840000 sec): 3 clusters
  Score: Raw -624791.501358 + Penalty 2855.101478 = -621936.399879
  nChanged 57
		SP:Iteration 18Q (50160.050000 sec): 3 clusters
  Score: Raw -624808.017809 + Penalty 2855.101478 = -621952.916330
  nChanged 47
		SP:Iteration 19Q (50160.270000 sec): 3 clusters
  Score: Raw -624819.789607 + Penalty 2855.101478 = -621964.688129
  nChanged 39
		SP:Iteration 20F (50160.480000 sec): 3 clusters
  Score: Raw -624831.461933 + Penalty 2855.101478 = -621976.360455
  nChanged 40
		SP:Iteration 21Q (50160.680000 sec): 3 clusters
  Score: Raw -624843.332414 + Penalty 2855.101478 = -621988.230936
  nChanged 35
		SP:Iteration 22Q (50160.880000 sec): 3 clusters
  Score: Raw -624854.368251 + Penalty 2855.101478 = -621999.266773
  nChanged 39
		SP:Iteration 23Q (50161.080000 sec): 3 clusters
  Score: Raw -624869.264983 + Penalty 2855.101478 = -622014.163505
  nChanged 47
		SP:Iteration 24Q (50161.290000 sec): 3 clusters
  Score: Raw -624884.728899 + Penalty 2855.101478 = -622029.627420
  nChanged 48
		SP:Iteration 25Q (50161.420000 sec): 3 clusters
  Score: Raw -624897.492449 + Penalty 2855.101478 = -622042.390970
  nChanged 40
		SP:Iteration 26Q (50161.660000 sec): 3 clusters
  Score: Raw -624906.821741 + Penalty 2855.101478 = -622051.720263
  nChanged 38
		SP:Iteration 27Q (50161.860000 sec): 3 clusters
  Score: Raw -624916.231905 + Penalty 2855.101478 = -622061.130427
  nChanged 29
		SP:Iteration 28Q (50162.080000 sec): 3 clusters
  Score: Raw -624923.020954 + Penalty 2855.101478 = -622067.919476
  nChanged 29
		SP:Iteration 29Q (50162.250000 sec): 3 clusters
  Score: Raw -624931.031569 + Penalty 2855.101478 = -622075.930091
  nChanged 28
		SP:Iteration 30Q (50162.470000 sec): 3 clusters
  Score: Raw -624937.033659 + Penalty 2855.101478 = -622081.932180
  nChanged 29
		SP:Iteration 31Q (50162.670000 sec): 3 clusters
  Score: Raw -624942.631488 + Penalty 2855.101478 = -622087.530010
  nChanged 22
		SP:Iteration 32Q (50162.890000 sec): 3 clusters
  Score: Raw -624948.434103 + Penalty 2855.101478 = -622093.332625
  nChanged 23
		SP:Iteration 33Q (50163.060000 sec): 3 clusters
  Score: Raw -624953.718687 + Penalty 2855.101478 = -622098.617209
  nChanged 22
		SP:Iteration 34Q (50163.280000 sec): 3 clusters
  Score: Raw -624958.592413 + Penalty 2855.101478 = -622103.490934
  nChanged 18
		SP:Iteration 35Q (50163.460000 sec): 3 clusters
  Score: Raw -624962.645844 + Penalty 2855.101478 = -622107.544366
  nChanged 21
		SP:Iteration 36Q (50163.650000 sec): 3 clusters
  Score: Raw -624967.068807 + Penalty 2855.101478 = -622111.967329
  nChanged 22
		SP:Iteration 37Q (50163.860000 sec): 3 clusters
  Score: Raw -624971.220372 + Penalty 2855.101478 = -622116.118893
  nChanged 17
		SP:Iteration 38Q (50164.090000 sec): 3 clusters
  Score: Raw -624975.781085 + Penalty 2855.101478 = -622120.679606
  nChanged 16
		SP:Iteration 39Q (50164.200000 sec): 3 clusters
  Score: Raw -624980.167995 + Penalty 2855.101478 = -622125.066517
  nChanged 16
		SP:Iteration 40F (50164.390000 sec): 3 clusters
  Score: Raw -624983.656878 + Penalty 2855.101478 = -622128.555400
  nChanged 14
		SP:Iteration 41Q (50164.560000 sec): 3 clusters
  Score: Raw -624985.832022 + Penalty 2855.101478 = -622130.730544
  nChanged 11
		SP:Iteration 42Q (50164.740000 sec): 3 clusters
  Score: Raw -624987.549201 + Penalty 2855.101478 = -622132.447722
  nChanged 10
		SP:Iteration 43Q (50164.950000 sec): 3 clusters
  Score: Raw -624989.959788 + Penalty 2855.101478 = -622134.858309
  nChanged 9
		SP:Iteration 44Q (50165.120000 sec): 3 clusters
  Score: Raw -624991.677074 + Penalty 2855.101478 = -622136.575595
  nChanged 4
		SP:Iteration 45Q (50165.360000 sec): 3 clusters
  Score: Raw -624992.438681 + Penalty 2855.101478 = -622137.337203
  nChanged 3
		SP:Iteration 46Q (50165.580000 sec): 3 clusters
  Score: Raw -624992.918589 + Penalty 2855.101478 = -622137.817111
  nChanged 4
		SP:Iteration 47Q (50165.800000 sec): 3 clusters
  Score: Raw -624993.692078 + Penalty 2855.101478 = -622138.590600
  nChanged 4
		SP:Iteration 48Q (50165.980000 sec): 3 clusters
  Score: Raw -624994.270511 + Penalty 2855.101478 = -622139.169032
  nChanged 6
		SP:Iteration 49Q (50166.150000 sec): 3 clusters
  Score: Raw -624995.412684 + Penalty 2855.101478 = -622140.311206
  nChanged 6
		SP:Iteration 50Q (50166.340000 sec): 3 clusters
  Score: Raw -624996.925875 + Penalty 2855.101478 = -622141.824396
  nChanged 6
		SP:Iteration 51Q (50166.520000 sec): 3 clusters
  Score: Raw -624998.199605 + Penalty 2855.101478 = -622143.098127
  nChanged 6
		SP:Iteration 52Q (50166.740000 sec): 3 clusters
  Score: Raw -624999.210215 + Penalty 2855.101478 = -622144.108736
  nChanged 6
		SP:Iteration 53Q (50166.960000 sec): 3 clusters
  Score: Raw -625000.838043 + Penalty 2855.101478 = -622145.736565
  nChanged 10
		SP:Iteration 54Q (50167.080000 sec): 3 clusters
  Score: Raw -625004.736660 + Penalty 2855.101478 = -622149.635181
  nChanged 11
		SP:Iteration 55Q (50167.320000 sec): 3 clusters
  Score: Raw -625008.635471 + Penalty 2855.101478 = -622153.533992
  nChanged 14
		SP:Iteration 56Q (50167.510000 sec): 3 clusters
  Score: Raw -625012.514994 + Penalty 2855.101478 = -622157.413515
  nChanged 14
		SP:Iteration 57Q (50167.750000 sec): 3 clusters
  Score: Raw -625015.326684 + Penalty 2855.101478 = -622160.225205
  nChanged 9
		SP:Iteration 58Q (50167.950000 sec): 3 clusters
  Score: Raw -625016.441106 + Penalty 2855.101478 = -622161.339627
  nChanged 8
		SP:Iteration 59Q (50168.150000 sec): 3 clusters
  Score: Raw -625018.023221 + Penalty 2855.101478 = -622162.921743
  nChanged 4
		SP:Iteration 60F (50168.400000 sec): 3 clusters
  Score: Raw -625018.708416 + Penalty 2855.101478 = -622163.606938
  nChanged 5
		SP:Iteration 61Q (50168.530000 sec): 3 clusters
  Score: Raw -625019.710287 + Penalty 2855.101478 = -622164.608808
  nChanged 1
		SP:Iteration 62Q (50168.710000 sec): 3 clusters
  Score: Raw -625019.800108 + Penalty 2855.101478 = -622164.698629
  nChanged 0
		SP:Iteration 63F (50168.890000 sec): 3 clusters
  Score: Raw -625019.800108 + Penalty 2855.101478 = -622164.698629
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50169.030000 sec): 2 clusters
  Score: Raw -339410.352797 + Penalty 1308.394678 = -338101.958119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50169.190000 sec): 3 clusters
  Score: Raw -337909.281482 + Penalty 2616.789356 = -335292.492126
  nChanged 1211
		SP:Iteration 1F (50169.370000 sec): 3 clusters
  Score: Raw -338594.596973 + Penalty 2616.789356 = -335977.807617
  nChanged 223
		SP:Iteration 2F (50169.510000 sec): 3 clusters
  Score: Raw -338725.265272 + Penalty 2616.789356 = -336108.475916
  nChanged 153
		SP:Iteration 3Q (50169.670000 sec): 3 clusters
  Score: Raw -338819.260040 + Penalty 2616.789356 = -336202.470684
  nChanged 140
		SP:Iteration 4Q (50169.760000 sec): 3 clusters
  Score: Raw -338906.140129 + Penalty 2616.789356 = -336289.350773
  nChanged 111
		SP:Iteration 5Q (50169.910000 sec): 3 clusters
  Score: Raw -338976.265443 + Penalty 2616.789356 = -336359.476087
  nChanged 111
		SP:Iteration 6Q (50170.010000 sec): 3 clusters
  Score: Raw -339072.599791 + Penalty 2616.789356 = -336455.810435
  nChanged 133
		SP:Iteration 7Q (50170.160000 sec): 3 clusters
  Score: Raw -339192.929226 + Penalty 2616.789356 = -336576.139870
  nChanged 147
		SP:Iteration 8Q (50170.300000 sec): 3 clusters
  Score: Raw -339300.296009 + Penalty 2616.789356 = -336683.506653
  nChanged 149
		SP:Iteration 9Q (50170.450000 sec): 3 clusters
  Score: Raw -339404.057849 + Penalty 2616.789356 = -336787.268493
  nChanged 110
		SP:Iteration 10Q (50170.590000 sec): 3 clusters
  Score: Raw -339479.971024 + Penalty 2616.789356 = -336863.181668
  nChanged 89
		SP:Iteration 11Q (50170.710000 sec): 3 clusters
  Score: Raw -339537.698883 + Penalty 2616.789356 = -336920.909527
  nChanged 78
		SP:Iteration 12Q (50170.850000 sec): 3 clusters
  Score: Raw -339588.274953 + Penalty 2616.789356 = -336971.485597
  nChanged 68
		SP:Iteration 13Q (50170.990000 sec): 3 clusters
  Score: Raw -339635.719645 + Penalty 2616.789356 = -337018.930289
  nChanged 59
		SP:Iteration 14Q (50171.170000 sec): 3 clusters
  Score: Raw -339681.596350 + Penalty 2616.789356 = -337064.806994
  nChanged 52
		SP:Iteration 15Q (50171.330000 sec): 3 clusters
  Score: Raw -339714.433728 + Penalty 2616.789356 = -337097.644372
  nChanged 29
		SP:Iteration 16Q (50171.470000 sec): 3 clusters
  Score: Raw -339728.846207 + Penalty 2616.789356 = -337112.056851
  nChanged 20
		SP:Iteration 17Q (50171.610000 sec): 3 clusters
  Score: Raw -339739.775541 + Penalty 2616.789356 = -337122.986185
  nChanged 19
		SP:Iteration 18Q (50171.730000 sec): 3 clusters
  Score: Raw -339749.552350 + Penalty 2616.789356 = -337132.762994
  nChanged 17
		SP:Iteration 19Q (50171.880000 sec): 3 clusters
  Score: Raw -339758.775619 + Penalty 2616.789356 = -337141.986263
  nChanged 19
		SP:Iteration 20F (50172.010000 sec): 3 clusters
  Score: Raw -339773.998062 + Penalty 2616.789356 = -337157.208706
  nChanged 16
		SP:Iteration 21Q (50172.170000 sec): 3 clusters
  Score: Raw -339788.146766 + Penalty 2616.789356 = -337171.357410
  nChanged 18
		SP:Iteration 22Q (50172.310000 sec): 3 clusters
  Score: Raw -339802.706931 + Penalty 2616.789356 = -337185.917575
  nChanged 12
		SP:Iteration 23Q (50172.460000 sec): 3 clusters
  Score: Raw -339810.757094 + Penalty 2616.789356 = -337193.967738
  nChanged 13
		SP:Iteration 24Q (50172.600000 sec): 3 clusters
  Score: Raw -339820.351359 + Penalty 2616.789356 = -337203.562003
  nChanged 13
		SP:Iteration 25Q (50172.700000 sec): 3 clusters
  Score: Raw -339830.863774 + Penalty 2616.789356 = -337214.074418
  nChanged 9
		SP:Iteration 26Q (50172.850000 sec): 3 clusters
  Score: Raw -339838.747601 + Penalty 2616.789356 = -337221.958245
  nChanged 7
		SP:Iteration 27Q (50172.960000 sec): 3 clusters
  Score: Raw -339843.033376 + Penalty 2616.789356 = -337226.244020
  nChanged 7
		SP:Iteration 28Q (50173.110000 sec): 3 clusters
  Score: Raw -339846.085524 + Penalty 2616.789356 = -337229.296168
  nChanged 6
		SP:Iteration 29Q (50173.250000 sec): 3 clusters
  Score: Raw -339851.191666 + Penalty 2616.789356 = -337234.402310
  nChanged 6
		SP:Iteration 30Q (50173.380000 sec): 3 clusters
  Score: Raw -339856.210832 + Penalty 2616.789356 = -337239.421476
  nChanged 6
		SP:Iteration 31Q (50173.510000 sec): 3 clusters
  Score: Raw -339862.623001 + Penalty 2616.789356 = -337245.833645
  nChanged 3
		SP:Iteration 32Q (50173.650000 sec): 3 clusters
  Score: Raw -339864.478694 + Penalty 2616.789356 = -337247.689338
  nChanged 2
		SP:Iteration 33Q (50173.760000 sec): 3 clusters
  Score: Raw -339866.085653 + Penalty 2616.789356 = -337249.296297
  nChanged 3
		SP:Iteration 34Q (50173.910000 sec): 3 clusters
  Score: Raw -339868.624841 + Penalty 2616.789356 = -337251.835485
  nChanged 0
		SP:Iteration 35F (50174.030000 sec): 3 clusters
  Score: Raw -339868.624841 + Penalty 2616.789356 = -337251.835485
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50174.160000 sec): 2 clusters
  Score: Raw -170244.998428 + Penalty 1201.704976 = -169043.293452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50174.310000 sec): 3 clusters
  Score: Raw -169594.770269 + Penalty 2403.409953 = -167191.360317
  nChanged 562
		SP:Iteration 1F (50174.450000 sec): 3 clusters
  Score: Raw -169952.331151 + Penalty 2403.409953 = -167548.921198
  nChanged 117
		SP:Iteration 2F (50174.550000 sec): 3 clusters
  Score: Raw -170057.989678 + Penalty 2403.409953 = -167654.579725
  nChanged 73
		SP:Iteration 3Q (50174.650000 sec): 3 clusters
  Score: Raw -170117.134053 + Penalty 2403.409953 = -167713.724100
  nChanged 41
		SP:Iteration 4Q (50174.790000 sec): 3 clusters
  Score: Raw -170149.263897 + Penalty 2403.409953 = -167745.853944
  nChanged 45
		SP:Iteration 5Q (50174.890000 sec): 3 clusters
  Score: Raw -170185.793704 + Penalty 2403.409953 = -167782.383751
  nChanged 29
		SP:Iteration 6Q (50175.030000 sec): 3 clusters
  Score: Raw -170204.450899 + Penalty 2403.409953 = -167801.040946
  nChanged 24
		SP:Iteration 7Q (50175.130000 sec): 3 clusters
  Score: Raw -170216.290647 + Penalty 2403.409953 = -167812.880694
  nChanged 14
		SP:Iteration 8Q (50175.230000 sec): 3 clusters
  Score: Raw -170225.497973 + Penalty 2403.409953 = -167822.088020
  nChanged 10
		SP:Iteration 9Q (50175.370000 sec): 3 clusters
  Score: Raw -170229.558264 + Penalty 2403.409953 = -167826.148312
  nChanged 7
		SP:Iteration 10Q (50175.510000 sec): 3 clusters
  Score: Raw -170237.816206 + Penalty 2403.409953 = -167834.406253
  nChanged 11
		SP:Iteration 11Q (50175.660000 sec): 3 clusters
  Score: Raw -170243.590265 + Penalty 2403.409953 = -167840.180313
  nChanged 12
		SP:Iteration 12Q (50175.790000 sec): 3 clusters
  Score: Raw -170248.940581 + Penalty 2403.409953 = -167845.530628
  nChanged 8
		SP:Iteration 13Q (50175.940000 sec): 3 clusters
  Score: Raw -170253.960597 + Penalty 2403.409953 = -167850.550645
  nChanged 6
		SP:Iteration 14Q (50176.080000 sec): 3 clusters
  Score: Raw -170256.182340 + Penalty 2403.409953 = -167852.772388
  nChanged 5
		SP:Iteration 15Q (50176.230000 sec): 3 clusters
  Score: Raw -170259.310628 + Penalty 2403.409953 = -167855.900675
  nChanged 6
		SP:Iteration 16Q (50176.370000 sec): 3 clusters
  Score: Raw -170263.988876 + Penalty 2403.409953 = -167860.578923
  nChanged 7
		SP:Iteration 17Q (50176.460000 sec): 3 clusters
  Score: Raw -170267.803437 + Penalty 2403.409953 = -167864.393485
  nChanged 11
		SP:Iteration 18Q (50176.570000 sec): 3 clusters
  Score: Raw -170273.356191 + Penalty 2403.409953 = -167869.946239
  nChanged 6
		SP:Iteration 19Q (50176.710000 sec): 3 clusters
  Score: Raw -170277.197579 + Penalty 2403.409953 = -167873.787626
  nChanged 9
		SP:Iteration 20F (50176.810000 sec): 3 clusters
  Score: Raw -170281.981017 + Penalty 2403.409953 = -167878.571064
  nChanged 6
		SP:Iteration 21Q (50176.950000 sec): 3 clusters
  Score: Raw -170283.983879 + Penalty 2403.409953 = -167880.573926
  nChanged 2
		SP:Iteration 22Q (50177.040000 sec): 3 clusters
  Score: Raw -170284.762920 + Penalty 2403.409953 = -167881.352967
  nChanged 1
		SP:Iteration 23Q (50177.140000 sec): 3 clusters
  Score: Raw -170285.183286 + Penalty 2403.409953 = -167881.773334
  nChanged 0
		SP:Iteration 24F (50177.290000 sec): 3 clusters
  Score: Raw -170285.183286 + Penalty 2403.409953 = -167881.773334
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50177.370000 sec): 2 clusters
  Score: Raw -298991.351628 + Penalty 1288.600045 = -297702.751583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50177.530000 sec): 3 clusters
  Score: Raw -297738.598355 + Penalty 2577.200090 = -295161.398265
  nChanged 995
		SP:Iteration 1F (50177.670000 sec): 3 clusters
  Score: Raw -298262.332167 + Penalty 2577.200090 = -295685.132077
  nChanged 189
		SP:Iteration 2F (50177.810000 sec): 3 clusters
  Score: Raw -298383.772784 + Penalty 2577.200090 = -295806.572695
  nChanged 149
		SP:Iteration 3F (50177.960000 sec): 3 clusters
  Score: Raw -298456.922329 + Penalty 2577.200090 = -295879.722239
  nChanged 90
		SP:Iteration 4Q (50178.110000 sec): 3 clusters
  Score: Raw -298498.579474 + Penalty 2577.200090 = -295921.379384
  nChanged 59
		SP:Iteration 5Q (50178.250000 sec): 3 clusters
  Score: Raw -298528.694752 + Penalty 2577.200090 = -295951.494662
  nChanged 54
		SP:Iteration 6Q (50178.400000 sec): 3 clusters
  Score: Raw -298554.115809 + Penalty 2577.200090 = -295976.915719
  nChanged 41
		SP:Iteration 7Q (50178.540000 sec): 3 clusters
  Score: Raw -298572.640105 + Penalty 2577.200090 = -295995.440015
  nChanged 34
		SP:Iteration 8Q (50178.690000 sec): 3 clusters
  Score: Raw -298586.660500 + Penalty 2577.200090 = -296009.460410
  nChanged 38
		SP:Iteration 9Q (50178.830000 sec): 3 clusters
  Score: Raw -298604.777830 + Penalty 2577.200090 = -296027.577740
  nChanged 38
		SP:Iteration 10Q (50178.970000 sec): 3 clusters
  Score: Raw -298621.884952 + Penalty 2577.200090 = -296044.684863
  nChanged 33
		SP:Iteration 11Q (50179.120000 sec): 3 clusters
  Score: Raw -298631.702949 + Penalty 2577.200090 = -296054.502860
  nChanged 19
		SP:Iteration 12Q (50179.260000 sec): 3 clusters
  Score: Raw -298638.097249 + Penalty 2577.200090 = -296060.897160
  nChanged 19
		SP:Iteration 13Q (50179.400000 sec): 3 clusters
  Score: Raw -298644.655784 + Penalty 2577.200090 = -296067.455694
  nChanged 25
		SP:Iteration 14Q (50179.540000 sec): 3 clusters
  Score: Raw -298652.226828 + Penalty 2577.200090 = -296075.026738
  nChanged 23
		SP:Iteration 15Q (50179.690000 sec): 3 clusters
  Score: Raw -298660.121847 + Penalty 2577.200090 = -296082.921757
  nChanged 19
		SP:Iteration 16Q (50179.830000 sec): 3 clusters
  Score: Raw -298667.139371 + Penalty 2577.200090 = -296089.939281
  nChanged 27
		SP:Iteration 17Q (50179.970000 sec): 3 clusters
  Score: Raw -298677.906073 + Penalty 2577.200090 = -296100.705983
  nChanged 32
		SP:Iteration 18Q (50180.070000 sec): 3 clusters
  Score: Raw -298690.055623 + Penalty 2577.200090 = -296112.855533
  nChanged 30
		SP:Iteration 19Q (50180.210000 sec): 3 clusters
  Score: Raw -298702.232931 + Penalty 2577.200090 = -296125.032841
  nChanged 36
		SP:Iteration 20F (50180.360000 sec): 3 clusters
  Score: Raw -298723.140490 + Penalty 2577.200090 = -296145.940400
  nChanged 45
		SP:Iteration 21Q (50180.500000 sec): 3 clusters
  Score: Raw -298752.228372 + Penalty 2577.200090 = -296175.028282
  nChanged 61
		SP:Iteration 22Q (50180.650000 sec): 3 clusters
  Score: Raw -298790.453838 + Penalty 2577.200090 = -296213.253749
  nChanged 63
		SP:Iteration 23Q (50180.790000 sec): 3 clusters
  Score: Raw -298823.874675 + Penalty 2577.200090 = -296246.674585
  nChanged 56
		SP:Iteration 24Q (50180.890000 sec): 3 clusters
  Score: Raw -298854.296326 + Penalty 2577.200090 = -296277.096236
  nChanged 51
		SP:Iteration 25Q (50181.030000 sec): 3 clusters
  Score: Raw -298879.079496 + Penalty 2577.200090 = -296301.879407
  nChanged 41
		SP:Iteration 26Q (50181.180000 sec): 3 clusters
  Score: Raw -298900.031792 + Penalty 2577.200090 = -296322.831702
  nChanged 40
		SP:Iteration 27Q (50181.320000 sec): 3 clusters
  Score: Raw -298922.846080 + Penalty 2577.200090 = -296345.645990
  nChanged 39
		SP:Iteration 28Q (50181.470000 sec): 3 clusters
  Score: Raw -298944.111294 + Penalty 2577.200090 = -296366.911205
  nChanged 39
		SP:Iteration 29Q (50181.610000 sec): 3 clusters
  Score: Raw -298964.530756 + Penalty 2577.200090 = -296387.330666
  nChanged 44
		SP:Iteration 30Q (50181.760000 sec): 3 clusters
  Score: Raw -298991.342212 + Penalty 2577.200090 = -296414.142122
  nChanged 43
		SP:Iteration 31Q (50181.900000 sec): 3 clusters
  Score: Raw -299015.909964 + Penalty 2577.200090 = -296438.709874
  nChanged 34
		SP:Iteration 32Q (50182.040000 sec): 3 clusters
  Score: Raw -299037.347661 + Penalty 2577.200090 = -296460.147572
  nChanged 43
		SP:Iteration 33Q (50182.200000 sec): 3 clusters
  Score: Raw -299061.429746 + Penalty 2577.200090 = -296484.229656
  nChanged 29
		SP:Iteration 34Q (50182.360000 sec): 3 clusters
  Score: Raw -299076.033764 + Penalty 2577.200090 = -296498.833674
  nChanged 32
		SP:Iteration 35Q (50182.520000 sec): 3 clusters
  Score: Raw -299096.632332 + Penalty 2577.200090 = -296519.432243
  nChanged 29
		SP:Iteration 36Q (50182.680000 sec): 3 clusters
  Score: Raw -299117.393947 + Penalty 2577.200090 = -296540.193857
  nChanged 34
		SP:Iteration 37Q (50182.840000 sec): 3 clusters
  Score: Raw -299139.412209 + Penalty 2577.200090 = -296562.212119
  nChanged 31
		SP:Iteration 38Q (50183.000000 sec): 3 clusters
  Score: Raw -299159.926566 + Penalty 2577.200090 = -296582.726477
  nChanged 25
		SP:Iteration 39Q (50183.160000 sec): 3 clusters
  Score: Raw -299175.892965 + Penalty 2577.200090 = -296598.692876
  nChanged 21
		SP:Iteration 40F (50183.320000 sec): 3 clusters
  Score: Raw -299191.790939 + Penalty 2577.200090 = -296614.590849
  nChanged 26
		SP:Iteration 41Q (50183.480000 sec): 3 clusters
  Score: Raw -299207.574454 + Penalty 2577.200090 = -296630.374365
  nChanged 18
		SP:Iteration 42Q (50183.640000 sec): 3 clusters
  Score: Raw -299222.081103 + Penalty 2577.200090 = -296644.881013
  nChanged 17
		SP:Iteration 43Q (50183.840000 sec): 3 clusters
  Score: Raw -299237.231207 + Penalty 2577.200090 = -296660.031117
  nChanged 21
		SP:Iteration 44Q (50183.990000 sec): 3 clusters
  Score: Raw -299252.352892 + Penalty 2577.200090 = -296675.152802
  nChanged 18
		SP:Iteration 45Q (50184.140000 sec): 3 clusters
  Score: Raw -299262.081453 + Penalty 2577.200090 = -296684.881364
  nChanged 9
		SP:Iteration 46Q (50184.280000 sec): 3 clusters
  Score: Raw -299265.711765 + Penalty 2577.200090 = -296688.511675
  nChanged 4
		SP:Iteration 47Q (50184.430000 sec): 3 clusters
  Score: Raw -299268.368013 + Penalty 2577.200090 = -296691.167923
  nChanged 4
		SP:Iteration 48Q (50184.570000 sec): 3 clusters
  Score: Raw -299271.108179 + Penalty 2577.200090 = -296693.908090
  nChanged 6
		SP:Iteration 49Q (50184.670000 sec): 3 clusters
  Score: Raw -299274.016618 + Penalty 2577.200090 = -296696.816528
  nChanged 3
		SP:Iteration 50Q (50184.830000 sec): 3 clusters
  Score: Raw -299275.458848 + Penalty 2577.200090 = -296698.258758
  nChanged 2
		SP:Iteration 51Q (50184.990000 sec): 3 clusters
  Score: Raw -299276.046683 + Penalty 2577.200090 = -296698.846593
  nChanged 1
		SP:Iteration 52Q (50185.150000 sec): 3 clusters
  Score: Raw -299276.496442 + Penalty 2577.200090 = -296699.296353
  nChanged 2
		SP:Iteration 53Q (50185.310000 sec): 3 clusters
  Score: Raw -299277.452303 + Penalty 2577.200090 = -296700.252213
  nChanged 0
		SP:Iteration 54F (50185.470000 sec): 3 clusters
  Score: Raw -299277.452303 + Penalty 2577.200090 = -296700.252213
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (6074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50185.570000 sec): 2 clusters
  Score: Raw -563358.164788 + Penalty 1415.663055 = -561942.501733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50185.740000 sec): 3 clusters
  Score: Raw -560192.369902 + Penalty 2831.326110 = -557361.043792
  nChanged 2494
		SP:Iteration 1F (50185.910000 sec): 3 clusters
  Score: Raw -561608.088223 + Penalty 2831.326110 = -558776.762114
  nChanged 453
		SP:Iteration 2F (50186.070000 sec): 3 clusters
  Score: Raw -561940.077852 + Penalty 2831.326110 = -559108.751743
  nChanged 396
		SP:Iteration 3F (50186.240000 sec): 3 clusters
  Score: Raw -562294.960441 + Penalty 2831.326110 = -559463.634331
  nChanged 389
		SP:Iteration 4F (50186.400000 sec): 3 clusters
  Score: Raw -562671.005013 + Penalty 2831.326110 = -559839.678903
  nChanged 398
		SP:Iteration 5F (50186.570000 sec): 3 clusters
  Score: Raw -563014.899951 + Penalty 2831.326110 = -560183.573841
  nChanged 334
		SP:Iteration 6F (50186.730000 sec): 3 clusters
  Score: Raw -563220.187489 + Penalty 2831.326110 = -560388.861379
  nChanged 244
		SP:Iteration 7Q (50186.890000 sec): 3 clusters
  Score: Raw -563361.397033 + Penalty 2831.326110 = -560530.070923
  nChanged 171
		SP:Iteration 8Q (50187.060000 sec): 3 clusters
  Score: Raw -563459.460027 + Penalty 2831.326110 = -560628.133917
  nChanged 146
		SP:Iteration 9Q (50187.230000 sec): 3 clusters
  Score: Raw -563530.710072 + Penalty 2831.326110 = -560699.383963
  nChanged 108
		SP:Iteration 10Q (50187.390000 sec): 3 clusters
  Score: Raw -563573.243202 + Penalty 2831.326110 = -560741.917092
  nChanged 89
		SP:Iteration 11Q (50187.560000 sec): 3 clusters
  Score: Raw -563604.288394 + Penalty 2831.326110 = -560772.962284
  nChanged 64
		SP:Iteration 12Q (50187.770000 sec): 3 clusters
  Score: Raw -563633.798495 + Penalty 2831.326110 = -560802.472385
  nChanged 76
		SP:Iteration 13Q (50187.930000 sec): 3 clusters
  Score: Raw -563672.296242 + Penalty 2831.326110 = -560840.970132
  nChanged 86
		SP:Iteration 14Q (50188.090000 sec): 3 clusters
  Score: Raw -563716.995343 + Penalty 2831.326110 = -560885.669233
  nChanged 90
		SP:Iteration 15Q (50188.260000 sec): 3 clusters
  Score: Raw -563767.418093 + Penalty 2831.326110 = -560936.091983
  nChanged 103
		SP:Iteration 16Q (50188.430000 sec): 3 clusters
  Score: Raw -563846.837302 + Penalty 2831.326110 = -561015.511192
  nChanged 124
		SP:Iteration 17Q (50188.590000 sec): 3 clusters
  Score: Raw -563939.397943 + Penalty 2831.326110 = -561108.071834
  nChanged 137
		SP:Iteration 18Q (50188.750000 sec): 3 clusters
  Score: Raw -564047.782763 + Penalty 2831.326110 = -561216.456653
  nChanged 152
		SP:Iteration 19Q (50188.920000 sec): 3 clusters
  Score: Raw -564174.529805 + Penalty 2831.326110 = -561343.203695
  nChanged 151
		SP:Iteration 20F (50189.080000 sec): 3 clusters
  Score: Raw -564312.748444 + Penalty 2831.326110 = -561481.422335
  nChanged 127
		SP:Iteration 21Q (50189.250000 sec): 3 clusters
  Score: Raw -564408.308172 + Penalty 2831.326110 = -561576.982062
  nChanged 123
		SP:Iteration 22Q (50189.410000 sec): 3 clusters
  Score: Raw -564494.818820 + Penalty 2831.326110 = -561663.492710
  nChanged 88
		SP:Iteration 23Q (50189.580000 sec): 3 clusters
  Score: Raw -564546.210365 + Penalty 2831.326110 = -561714.884255
  nChanged 62
		SP:Iteration 24Q (50189.790000 sec): 3 clusters
  Score: Raw -564578.177166 + Penalty 2831.326110 = -561746.851056
  nChanged 32
		SP:Iteration 25Q (50189.950000 sec): 3 clusters
  Score: Raw -564588.828518 + Penalty 2831.326110 = -561757.502408
  nChanged 29
		SP:Iteration 26Q (50190.110000 sec): 3 clusters
  Score: Raw -564598.798161 + Penalty 2831.326110 = -561767.472051
  nChanged 23
		SP:Iteration 27Q (50190.280000 sec): 3 clusters
  Score: Raw -564607.804088 + Penalty 2831.326110 = -561776.477978
  nChanged 25
		SP:Iteration 28Q (50190.440000 sec): 3 clusters
  Score: Raw -564615.513963 + Penalty 2831.326110 = -561784.187853
  nChanged 17
		SP:Iteration 29Q (50190.610000 sec): 3 clusters
  Score: Raw -564620.235440 + Penalty 2831.326110 = -561788.909330
  nChanged 12
		SP:Iteration 30Q (50190.770000 sec): 3 clusters
  Score: Raw -564623.263890 + Penalty 2831.326110 = -561791.937781
  nChanged 11
		SP:Iteration 31Q (50190.940000 sec): 3 clusters
  Score: Raw -564625.619023 + Penalty 2831.326110 = -561794.292913
  nChanged 9
		SP:Iteration 32Q (50191.100000 sec): 3 clusters
  Score: Raw -564627.244683 + Penalty 2831.326110 = -561795.918573
  nChanged 5
		SP:Iteration 33Q (50191.270000 sec): 3 clusters
  Score: Raw -564627.966456 + Penalty 2831.326110 = -561796.640347
  nChanged 3
		SP:Iteration 34Q (50191.430000 sec): 3 clusters
  Score: Raw -564628.596215 + Penalty 2831.326110 = -561797.270105
  nChanged 3
		SP:Iteration 35Q (50191.600000 sec): 3 clusters
  Score: Raw -564629.106451 + Penalty 2831.326110 = -561797.780341
  nChanged 3
		SP:Iteration 36Q (50191.760000 sec): 3 clusters
  Score: Raw -564629.566530 + Penalty 2831.326110 = -561798.240420
  nChanged 1
		SP:Iteration 37Q (50191.930000 sec): 3 clusters
  Score: Raw -564629.623118 + Penalty 2831.326110 = -561798.297008
  nChanged 0
		SP:Iteration 38F (50192.120000 sec): 3 clusters
  Score: Raw -564629.623118 + Penalty 2831.326110 = -561798.297008
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50192.210000 sec): 2 clusters
  Score: Raw -280278.633439 + Penalty 1284.813925 = -278993.819514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50192.370000 sec): 3 clusters
  Score: Raw -279001.011354 + Penalty 2569.627851 = -276431.383504
  nChanged 1017
		SP:Iteration 1F (50192.480000 sec): 3 clusters
  Score: Raw -279634.866306 + Penalty 2569.627851 = -277065.238456
  nChanged 192
		SP:Iteration 2F (50192.660000 sec): 3 clusters
  Score: Raw -279750.586177 + Penalty 2569.627851 = -277180.958326
  nChanged 117
		SP:Iteration 3Q (50192.830000 sec): 3 clusters
  Score: Raw -279813.608807 + Penalty 2569.627851 = -277243.980956
  nChanged 80
		SP:Iteration 4Q (50193.010000 sec): 3 clusters
  Score: Raw -279856.792697 + Penalty 2569.627851 = -277287.164847
  nChanged 67
		SP:Iteration 5Q (50193.190000 sec): 3 clusters
  Score: Raw -279886.187197 + Penalty 2569.627851 = -277316.559346
  nChanged 52
		SP:Iteration 6Q (50193.360000 sec): 3 clusters
  Score: Raw -279911.733085 + Penalty 2569.627851 = -277342.105234
  nChanged 46
		SP:Iteration 7Q (50193.540000 sec): 3 clusters
  Score: Raw -279933.262774 + Penalty 2569.627851 = -277363.634923
  nChanged 45
		SP:Iteration 8Q (50193.710000 sec): 3 clusters
  Score: Raw -279955.452240 + Penalty 2569.627851 = -277385.824389
  nChanged 36
		SP:Iteration 9Q (50193.890000 sec): 3 clusters
  Score: Raw -279968.968576 + Penalty 2569.627851 = -277399.340726
  nChanged 30
		SP:Iteration 10Q (50194.060000 sec): 3 clusters
  Score: Raw -279980.870554 + Penalty 2569.627851 = -277411.242704
  nChanged 32
		SP:Iteration 11Q (50194.240000 sec): 3 clusters
  Score: Raw -279996.877708 + Penalty 2569.627851 = -277427.249858
  nChanged 36
		SP:Iteration 12Q (50194.410000 sec): 3 clusters
  Score: Raw -280014.087557 + Penalty 2569.627851 = -277444.459707
  nChanged 32
		SP:Iteration 13Q (50194.590000 sec): 3 clusters
  Score: Raw -280028.005845 + Penalty 2569.627851 = -277458.377995
  nChanged 23
		SP:Iteration 14Q (50194.770000 sec): 3 clusters
  Score: Raw -280040.661965 + Penalty 2569.627851 = -277471.034114
  nChanged 20
		SP:Iteration 15Q (50194.940000 sec): 3 clusters
  Score: Raw -280052.827795 + Penalty 2569.627851 = -277483.199944
  nChanged 22
		SP:Iteration 16Q (50195.120000 sec): 3 clusters
  Score: Raw -280062.667500 + Penalty 2569.627851 = -277493.039650
  nChanged 23
		SP:Iteration 17Q (50195.290000 sec): 3 clusters
  Score: Raw -280072.166330 + Penalty 2569.627851 = -277502.538480
  nChanged 16
		SP:Iteration 18Q (50195.470000 sec): 3 clusters
  Score: Raw -280076.725700 + Penalty 2569.627851 = -277507.097850
  nChanged 9
		SP:Iteration 19Q (50195.650000 sec): 3 clusters
  Score: Raw -280079.656371 + Penalty 2569.627851 = -277510.028521
  nChanged 11
		SP:Iteration 20F (50195.820000 sec): 3 clusters
  Score: Raw -280083.949314 + Penalty 2569.627851 = -277514.321464
  nChanged 13
		SP:Iteration 21Q (50196.000000 sec): 3 clusters
  Score: Raw -280088.359596 + Penalty 2569.627851 = -277518.731746
  nChanged 9
		SP:Iteration 22Q (50196.170000 sec): 3 clusters
  Score: Raw -280091.789054 + Penalty 2569.627851 = -277522.161204
  nChanged 15
		SP:Iteration 23Q (50196.350000 sec): 3 clusters
  Score: Raw -280098.721445 + Penalty 2569.627851 = -277529.093595
  nChanged 15
		SP:Iteration 24Q (50196.530000 sec): 3 clusters
  Score: Raw -280102.887890 + Penalty 2569.627851 = -277533.260040
  nChanged 9
		SP:Iteration 25Q (50196.700000 sec): 3 clusters
  Score: Raw -280106.363313 + Penalty 2569.627851 = -277536.735462
  nChanged 14
		SP:Iteration 26Q (50196.880000 sec): 3 clusters
  Score: Raw -280112.149139 + Penalty 2569.627851 = -277542.521288
  nChanged 11
		SP:Iteration 27Q (50197.050000 sec): 3 clusters
  Score: Raw -280118.177950 + Penalty 2569.627851 = -277548.550099
  nChanged 9
		SP:Iteration 28Q (50197.230000 sec): 3 clusters
  Score: Raw -280121.973667 + Penalty 2569.627851 = -277552.345816
  nChanged 10
		SP:Iteration 29Q (50197.410000 sec): 3 clusters
  Score: Raw -280126.663024 + Penalty 2569.627851 = -277557.035174
  nChanged 5
		SP:Iteration 30Q (50197.580000 sec): 3 clusters
  Score: Raw -280128.318198 + Penalty 2569.627851 = -277558.690348
  nChanged 4
		SP:Iteration 31Q (50197.760000 sec): 3 clusters
  Score: Raw -280129.922063 + Penalty 2569.627851 = -277560.294212
  nChanged 4
		SP:Iteration 32Q (50197.930000 sec): 3 clusters
  Score: Raw -280131.619955 + Penalty 2569.627851 = -277561.992104
  nChanged 3
		SP:Iteration 33Q (50198.110000 sec): 3 clusters
  Score: Raw -280132.646975 + Penalty 2569.627851 = -277563.019125
  nChanged 1
		SP:Iteration 34Q (50198.290000 sec): 3 clusters
  Score: Raw -280133.006974 + Penalty 2569.627851 = -277563.379123
  nChanged 6
		SP:Iteration 35Q (50198.460000 sec): 3 clusters
  Score: Raw -280136.696113 + Penalty 2569.627851 = -277567.068262
  nChanged 11
		SP:Iteration 36Q (50198.730000 sec): 3 clusters
  Score: Raw -280141.918009 + Penalty 2569.627851 = -277572.290159
  nChanged 10
		SP:Iteration 37Q (50198.880000 sec): 3 clusters
  Score: Raw -280147.312676 + Penalty 2569.627851 = -277577.684825
  nChanged 8
		SP:Iteration 38Q (50199.110000 sec): 3 clusters
  Score: Raw -280151.699586 + Penalty 2569.627851 = -277582.071736
  nChanged 13
		SP:Iteration 39Q (50199.350000 sec): 3 clusters
  Score: Raw -280157.619360 + Penalty 2569.627851 = -277587.991510
  nChanged 15
		SP:Iteration 40F (50199.510000 sec): 3 clusters
  Score: Raw -280165.136395 + Penalty 2569.627851 = -277595.508545
  nChanged 17
		SP:Iteration 41Q (50199.620000 sec): 3 clusters
  Score: Raw -280172.302306 + Penalty 2569.627851 = -277602.674455
  nChanged 14
		SP:Iteration 42Q (50199.790000 sec): 3 clusters
  Score: Raw -280179.442705 + Penalty 2569.627851 = -277609.814855
  nChanged 17
		SP:Iteration 43Q (50199.950000 sec): 3 clusters
  Score: Raw -280188.107854 + Penalty 2569.627851 = -277618.480003
  nChanged 15
		SP:Iteration 44Q (50200.100000 sec): 3 clusters
  Score: Raw -280194.854812 + Penalty 2569.627851 = -277625.226962
  nChanged 16
		SP:Iteration 45Q (50200.240000 sec): 3 clusters
  Score: Raw -280203.163172 + Penalty 2569.627851 = -277633.535322
  nChanged 12
		SP:Iteration 46Q (50200.390000 sec): 3 clusters
  Score: Raw -280210.121590 + Penalty 2569.627851 = -277640.493739
  nChanged 14
		SP:Iteration 47Q (50200.540000 sec): 3 clusters
  Score: Raw -280219.601543 + Penalty 2569.627851 = -277649.973692
  nChanged 22
		SP:Iteration 48Q (50200.680000 sec): 3 clusters
  Score: Raw -280230.719363 + Penalty 2569.627851 = -277661.091513
  nChanged 18
		SP:Iteration 49Q (50200.820000 sec): 3 clusters
  Score: Raw -280243.274116 + Penalty 2569.627851 = -277673.646266
  nChanged 19
		SP:Iteration 50Q (50200.970000 sec): 3 clusters
  Score: Raw -280256.082418 + Penalty 2569.627851 = -277686.454567
  nChanged 22
		SP:Iteration 51Q (50201.110000 sec): 3 clusters
  Score: Raw -280271.522528 + Penalty 2569.627851 = -277701.894678
  nChanged 21
		SP:Iteration 52Q (50201.210000 sec): 3 clusters
  Score: Raw -280288.010034 + Penalty 2569.627851 = -277718.382183
  nChanged 22
		SP:Iteration 53Q (50201.350000 sec): 3 clusters
  Score: Raw -280301.323669 + Penalty 2569.627851 = -277731.695818
  nChanged 21
		SP:Iteration 54Q (50201.500000 sec): 3 clusters
  Score: Raw -280312.570804 + Penalty 2569.627851 = -277742.942954
  nChanged 13
		SP:Iteration 55Q (50201.640000 sec): 3 clusters
  Score: Raw -280318.801774 + Penalty 2569.627851 = -277749.173924
  nChanged 12
		SP:Iteration 56Q (50201.780000 sec): 3 clusters
  Score: Raw -280325.533955 + Penalty 2569.627851 = -277755.906104
  nChanged 11
		SP:Iteration 57Q (50201.920000 sec): 3 clusters
  Score: Raw -280334.662511 + Penalty 2569.627851 = -277765.034660
  nChanged 13
		SP:Iteration 58Q (50202.060000 sec): 3 clusters
  Score: Raw -280343.293465 + Penalty 2569.627851 = -277773.665614
  nChanged 10
		SP:Iteration 59Q (50202.200000 sec): 3 clusters
  Score: Raw -280349.004267 + Penalty 2569.627851 = -277779.376416
  nChanged 10
		SP:Iteration 60F (50202.340000 sec): 3 clusters
  Score: Raw -280353.870530 + Penalty 2569.627851 = -277784.242679
  nChanged 9
		SP:Iteration 61Q (50202.490000 sec): 3 clusters
  Score: Raw -280360.054478 + Penalty 2569.627851 = -277790.426627
  nChanged 10
		SP:Iteration 62Q (50202.630000 sec): 3 clusters
  Score: Raw -280366.068615 + Penalty 2569.627851 = -277796.440765
  nChanged 10
		SP:Iteration 63Q (50202.780000 sec): 3 clusters
  Score: Raw -280372.176919 + Penalty 2569.627851 = -277802.549068
  nChanged 9
		SP:Iteration 64Q (50202.920000 sec): 3 clusters
  Score: Raw -280378.499222 + Penalty 2569.627851 = -277808.871371
  nChanged 6
		SP:Iteration 65Q (50203.070000 sec): 3 clusters
  Score: Raw -280383.658832 + Penalty 2569.627851 = -277814.030982
  nChanged 8
		SP:Iteration 66Q (50203.210000 sec): 3 clusters
  Score: Raw -280388.380468 + Penalty 2569.627851 = -277818.752617
  nChanged 4
		SP:Iteration 67Q (50203.360000 sec): 3 clusters
  Score: Raw -280390.390055 + Penalty 2569.627851 = -277820.762205
  nChanged 4
		SP:Iteration 68Q (50203.450000 sec): 3 clusters
  Score: Raw -280392.034948 + Penalty 2569.627851 = -277822.407097
  nChanged 2
		SP:Iteration 69Q (50203.550000 sec): 3 clusters
  Score: Raw -280392.914011 + Penalty 2569.627851 = -277823.286160
  nChanged 2
		SP:Iteration 70Q (50203.640000 sec): 3 clusters
  Score: Raw -280393.425871 + Penalty 2569.627851 = -277823.798021
  nChanged 0
		SP:Iteration 71F (50203.740000 sec): 3 clusters
  Score: Raw -280393.425871 + Penalty 2569.627851 = -277823.798021
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (94993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50204.440000 sec): 2 clusters
  Score: Raw -10121114.035553 + Penalty 1862.503254 = -10119251.532300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50205.240000 sec): 3 clusters
  Score: Raw -10059281.920924 + Penalty 3725.006507 = -10055556.914417
  nChanged 45510
		SP:Iteration 1F (50206.050000 sec): 3 clusters
  Score: Raw -10085890.470753 + Penalty 3725.006507 = -10082165.464246
  nChanged 3267
		SP:Iteration 2Q (50206.840000 sec): 3 clusters
  Score: Raw -10086713.356815 + Penalty 3725.006507 = -10082988.350307
  nChanged 3356
		SP:Iteration 3Q (50207.760000 sec): 3 clusters
  Score: Raw -10087612.122041 + Penalty 3725.006507 = -10083887.115534
  nChanged 3467
		SP:Iteration 4Q (50208.640000 sec): 3 clusters
  Score: Raw -10088635.720100 + Penalty 3725.006507 = -10084910.713593
  nChanged 3700
		SP:Iteration 5Q (50209.490000 sec): 3 clusters
  Score: Raw -10089957.731045 + Penalty 3725.006507 = -10086232.724538
  nChanged 4135
		SP:Iteration 6Q (50210.300000 sec): 3 clusters
  Score: Raw -10091729.679810 + Penalty 3725.006507 = -10088004.673303
  nChanged 4690
		SP:Iteration 7Q (50211.100000 sec): 3 clusters
  Score: Raw -10094073.502264 + Penalty 3725.006507 = -10090348.495757
  nChanged 5021
		SP:Iteration 8F (50211.880000 sec): 3 clusters
  Score: Raw -10097030.087215 + Penalty 3725.006507 = -10093305.080708
  nChanged 5272
		SP:Iteration 9F (50212.620000 sec): 3 clusters
  Score: Raw -10100520.109519 + Penalty 3725.006507 = -10096795.103012
  nChanged 5141
		SP:Iteration 10F (50213.420000 sec): 3 clusters
  Score: Raw -10103686.257519 + Penalty 3725.006507 = -10099961.251012
  nChanged 4267
		SP:Iteration 11Q (50214.270000 sec): 3 clusters
  Score: Raw -10105615.171902 + Penalty 3725.006507 = -10101890.165395
  nChanged 2941
		SP:Iteration 12Q (50215.090000 sec): 3 clusters
  Score: Raw -10106447.210089 + Penalty 3725.006507 = -10102722.203582
  nChanged 1820
		SP:Iteration 13Q (50215.990000 sec): 3 clusters
  Score: Raw -10106776.557791 + Penalty 3725.006507 = -10103051.551284
  nChanged 1137
		SP:Iteration 14Q (50216.780000 sec): 3 clusters
  Score: Raw -10106944.509663 + Penalty 3725.006507 = -10103219.503155
  nChanged 801
		SP:Iteration 15Q (50217.680000 sec): 3 clusters
  Score: Raw -10107052.868253 + Penalty 3725.006507 = -10103327.861746
  nChanged 667
		SP:Iteration 16Q (50218.450000 sec): 3 clusters
  Score: Raw -10107142.963393 + Penalty 3725.006507 = -10103417.956886
  nChanged 645
		SP:Iteration 17Q (50219.210000 sec): 3 clusters
  Score: Raw -10107235.017602 + Penalty 3725.006507 = -10103510.011095
  nChanged 632
		SP:Iteration 18Q (50220.030000 sec): 3 clusters
  Score: Raw -10107326.009585 + Penalty 3725.006507 = -10103601.003077
  nChanged 643
		SP:Iteration 19Q (50220.830000 sec): 3 clusters
  Score: Raw -10107418.744613 + Penalty 3725.006507 = -10103693.738106
  nChanged 690
		SP:Iteration 20F (50221.660000 sec): 3 clusters
  Score: Raw -10107527.971611 + Penalty 3725.006507 = -10103802.965104
  nChanged 759
		SP:Iteration 21Q (50222.450000 sec): 3 clusters
  Score: Raw -10107664.786196 + Penalty 3725.006507 = -10103939.779689
  nChanged 790
		SP:Iteration 22Q (50223.240000 sec): 3 clusters
  Score: Raw -10107808.037939 + Penalty 3725.006507 = -10104083.031432
  nChanged 823
		SP:Iteration 23Q (50224.060000 sec): 3 clusters
  Score: Raw -10107968.287973 + Penalty 3725.006507 = -10104243.281466
  nChanged 869
		SP:Iteration 24Q (50224.890000 sec): 3 clusters
  Score: Raw -10108153.444017 + Penalty 3725.006507 = -10104428.437510
  nChanged 900
		SP:Iteration 25Q (50225.710000 sec): 3 clusters
  Score: Raw -10108356.761277 + Penalty 3725.006507 = -10104631.754770
  nChanged 967
		SP:Iteration 26Q (50226.530000 sec): 3 clusters
  Score: Raw -10108577.686955 + Penalty 3725.006507 = -10104852.680448
  nChanged 998
		SP:Iteration 27Q (50227.440000 sec): 3 clusters
  Score: Raw -10108812.072110 + Penalty 3725.006507 = -10105087.065602
  nChanged 982
		SP:Iteration 28Q (50228.230000 sec): 3 clusters
  Score: Raw -10109067.074452 + Penalty 3725.006507 = -10105342.067944
  nChanged 1069
		SP:Iteration 29Q (50229.050000 sec): 3 clusters
  Score: Raw -10109344.595136 + Penalty 3725.006507 = -10105619.588629
  nChanged 1075
		SP:Iteration 30Q (50229.890000 sec): 3 clusters
  Score: Raw -10109617.063064 + Penalty 3725.006507 = -10105892.056557
  nChanged 1068
		SP:Iteration 31Q (50230.680000 sec): 3 clusters
  Score: Raw -10109892.693473 + Penalty 3725.006507 = -10106167.686966
  nChanged 1083
		SP:Iteration 32Q (50231.480000 sec): 3 clusters
  Score: Raw -10110161.266958 + Penalty 3725.006507 = -10106436.260451
  nChanged 1005
		SP:Iteration 33Q (50232.330000 sec): 3 clusters
  Score: Raw -10110400.127017 + Penalty 3725.006507 = -10106675.120510
  nChanged 1010
		SP:Iteration 34Q (50233.070000 sec): 3 clusters
  Score: Raw -10110611.059980 + Penalty 3725.006507 = -10106886.053473
  nChanged 872
		SP:Iteration 35Q (50233.920000 sec): 3 clusters
  Score: Raw -10110769.326571 + Penalty 3725.006507 = -10107044.320064
  nChanged 815
		SP:Iteration 36Q (50234.710000 sec): 3 clusters
  Score: Raw -10110907.006516 + Penalty 3725.006507 = -10107182.000008
  nChanged 745
		SP:Iteration 37Q (50235.550000 sec): 3 clusters
  Score: Raw -10111029.123252 + Penalty 3725.006507 = -10107304.116745
  nChanged 698
		SP:Iteration 38Q (50236.330000 sec): 3 clusters
  Score: Raw -10111133.308893 + Penalty 3725.006507 = -10107408.302386
  nChanged 672
		SP:Iteration 39Q (50237.120000 sec): 3 clusters
  Score: Raw -10111226.441411 + Penalty 3725.006507 = -10107501.434904
  nChanged 613
		SP:Iteration 40F (50237.920000 sec): 3 clusters
  Score: Raw -10111312.328754 + Penalty 3725.006507 = -10107587.322246
  nChanged 592
		SP:Iteration 41Q (50238.660000 sec): 3 clusters
  Score: Raw -10111403.548368 + Penalty 3725.006507 = -10107678.541861
  nChanged 623
		SP:Iteration 42Q (50239.450000 sec): 3 clusters
  Score: Raw -10111508.387951 + Penalty 3725.006507 = -10107783.381444
  nChanged 646
		SP:Iteration 43Q (50240.240000 sec): 3 clusters
  Score: Raw -10111641.943521 + Penalty 3725.006507 = -10107916.937014
  nChanged 709
		SP:Iteration 44Q (50241.010000 sec): 3 clusters
  Score: Raw -10111789.471291 + Penalty 3725.006507 = -10108064.464783
  nChanged 747
		SP:Iteration 45Q (50241.800000 sec): 3 clusters
  Score: Raw -10111965.582793 + Penalty 3725.006507 = -10108240.576285
  nChanged 790
		SP:Iteration 46Q (50242.590000 sec): 3 clusters
  Score: Raw -10112158.459327 + Penalty 3725.006507 = -10108433.452820
  nChanged 787
		SP:Iteration 47Q (50243.360000 sec): 3 clusters
  Score: Raw -10112359.492236 + Penalty 3725.006507 = -10108634.485729
  nChanged 852
		SP:Iteration 48Q (50244.200000 sec): 3 clusters
  Score: Raw -10112583.852182 + Penalty 3725.006507 = -10108858.845675
  nChanged 913
		SP:Iteration 49Q (50244.970000 sec): 3 clusters
  Score: Raw -10112832.663175 + Penalty 3725.006507 = -10109107.656668
  nChanged 954
		SP:Iteration 50Q (50245.770000 sec): 3 clusters
  Score: Raw -10113100.649158 + Penalty 3725.006507 = -10109375.642650
  nChanged 964
		SP:Iteration 51Q (50246.580000 sec): 3 clusters
  Score: Raw -10113351.702571 + Penalty 3725.006507 = -10109626.696064
  nChanged 930
		SP:Iteration 52Q (50247.470000 sec): 3 clusters
  Score: Raw -10113567.826029 + Penalty 3725.006507 = -10109842.819522
  nChanged 908
		SP:Iteration 53Q (50248.290000 sec): 3 clusters
  Score: Raw -10113761.139923 + Penalty 3725.006507 = -10110036.133416
  nChanged 857
		SP:Iteration 54Q (50249.030000 sec): 3 clusters
  Score: Raw -10113927.340665 + Penalty 3725.006507 = -10110202.334158
  nChanged 797
		SP:Iteration 55Q (50249.880000 sec): 3 clusters
  Score: Raw -10114067.726796 + Penalty 3725.006507 = -10110342.720289
  nChanged 805
		SP:Iteration 56Q (50250.650000 sec): 3 clusters
  Score: Raw -10114200.586577 + Penalty 3725.006507 = -10110475.580070
  nChanged 771
		SP:Iteration 57Q (50251.460000 sec): 3 clusters
  Score: Raw -10114325.368648 + Penalty 3725.006507 = -10110600.362140
  nChanged 773
		SP:Iteration 58Q (50252.230000 sec): 3 clusters
  Score: Raw -10114441.275116 + Penalty 3725.006507 = -10110716.268609
  nChanged 763
		SP:Iteration 59Q (50253.050000 sec): 3 clusters
  Score: Raw -10114550.981528 + Penalty 3725.006507 = -10110825.975021
  nChanged 694
		SP:Iteration 60F (50253.730000 sec): 3 clusters
  Score: Raw -10114654.669151 + Penalty 3725.006507 = -10110929.662644
  nChanged 660
		SP:Iteration 61Q (50254.430000 sec): 3 clusters
  Score: Raw -10114738.961555 + Penalty 3725.006507 = -10111013.955048
  nChanged 613
		SP:Iteration 62Q (50255.180000 sec): 3 clusters
  Score: Raw -10114812.825314 + Penalty 3725.006507 = -10111087.818807
  nChanged 612
		SP:Iteration 63Q (50255.990000 sec): 3 clusters
  Score: Raw -10114882.967325 + Penalty 3725.006507 = -10111157.960818
  nChanged 589
		SP:Iteration 64Q (50256.770000 sec): 3 clusters
  Score: Raw -10114951.133949 + Penalty 3725.006507 = -10111226.127442
  nChanged 579
		SP:Iteration 65Q (50257.730000 sec): 3 clusters
  Score: Raw -10115015.717807 + Penalty 3725.006507 = -10111290.711299
  nChanged 555
		SP:Iteration 66Q (50258.700000 sec): 3 clusters
  Score: Raw -10115075.022532 + Penalty 3725.006507 = -10111350.016025
  nChanged 493
		SP:Iteration 67Q (50259.690000 sec): 3 clusters
  Score: Raw -10115124.243412 + Penalty 3725.006507 = -10111399.236905
  nChanged 488
		SP:Iteration 68Q (50260.670000 sec): 3 clusters
  Score: Raw -10115171.264149 + Penalty 3725.006507 = -10111446.257641
  nChanged 441
		SP:Iteration 69Q (50261.670000 sec): 3 clusters
  Score: Raw -10115211.204852 + Penalty 3725.006507 = -10111486.198345
  nChanged 408
		SP:Iteration 70Q (50262.640000 sec): 3 clusters
  Score: Raw -10115245.295259 + Penalty 3725.006507 = -10111520.288752
  nChanged 371
		SP:Iteration 71Q (50263.600000 sec): 3 clusters
  Score: Raw -10115273.633345 + Penalty 3725.006507 = -10111548.626838
  nChanged 356
		SP:Iteration 72Q (50264.600000 sec): 3 clusters
  Score: Raw -10115298.790358 + Penalty 3725.006507 = -10111573.783851
  nChanged 299
		SP:Iteration 73Q (50265.570000 sec): 3 clusters
  Score: Raw -10115319.085590 + Penalty 3725.006507 = -10111594.079082
  nChanged 284
		SP:Iteration 74Q (50266.540000 sec): 3 clusters
  Score: Raw -10115336.464343 + Penalty 3725.006507 = -10111611.457836
  nChanged 265
		SP:Iteration 75Q (50267.280000 sec): 3 clusters
  Score: Raw -10115352.501316 + Penalty 3725.006507 = -10111627.494808
  nChanged 253
		SP:Iteration 76Q (50268.060000 sec): 3 clusters
  Score: Raw -10115366.584862 + Penalty 3725.006507 = -10111641.578355
  nChanged 242
		SP:Iteration 77Q (50268.750000 sec): 3 clusters
  Score: Raw -10115379.556716 + Penalty 3725.006507 = -10111654.550209
  nChanged 183
		SP:Iteration 78Q (50269.490000 sec): 3 clusters
  Score: Raw -10115388.221156 + Penalty 3725.006507 = -10111663.214649
  nChanged 178
		SP:Iteration 79Q (50270.240000 sec): 3 clusters
  Score: Raw -10115396.147975 + Penalty 3725.006507 = -10111671.141467
  nChanged 167
		SP:Iteration 80F (50270.980000 sec): 3 clusters
  Score: Raw -10115402.909424 + Penalty 3725.006507 = -10111677.902917
  nChanged 156
		SP:Iteration 81Q (50271.710000 sec): 3 clusters
  Score: Raw -10115408.811800 + Penalty 3725.006507 = -10111683.805293
  nChanged 144
		SP:Iteration 82Q (50272.420000 sec): 3 clusters
  Score: Raw -10115414.747516 + Penalty 3725.006507 = -10111689.741009
  nChanged 148
		SP:Iteration 83Q (50273.060000 sec): 3 clusters
  Score: Raw -10115420.511864 + Penalty 3725.006507 = -10111695.505357
  nChanged 136
		SP:Iteration 84Q (50273.800000 sec): 3 clusters
  Score: Raw -10115425.686911 + Penalty 3725.006507 = -10111700.680404
  nChanged 134
		SP:Iteration 85Q (50274.490000 sec): 3 clusters
  Score: Raw -10115430.963417 + Penalty 3725.006507 = -10111705.956910
  nChanged 139
		SP:Iteration 86Q (50275.220000 sec): 3 clusters
  Score: Raw -10115436.883144 + Penalty 3725.006507 = -10111711.876636
  nChanged 124
		SP:Iteration 87Q (50276.010000 sec): 3 clusters
  Score: Raw -10115442.508830 + Penalty 3725.006507 = -10111717.502323
  nChanged 121
		SP:Iteration 88Q (50276.660000 sec): 3 clusters
  Score: Raw -10115447.492152 + Penalty 3725.006507 = -10111722.485645
  nChanged 110
		SP:Iteration 89Q (50277.300000 sec): 3 clusters
  Score: Raw -10115451.443308 + Penalty 3725.006507 = -10111726.436801
  nChanged 111
		SP:Iteration 90Q (50277.990000 sec): 3 clusters
  Score: Raw -10115455.415331 + Penalty 3725.006507 = -10111730.408823
  nChanged 95
		SP:Iteration 91Q (50278.700000 sec): 3 clusters
  Score: Raw -10115458.572893 + Penalty 3725.006507 = -10111733.566385
  nChanged 80
		SP:Iteration 92Q (50279.450000 sec): 3 clusters
  Score: Raw -10115460.617801 + Penalty 3725.006507 = -10111735.611294
  nChanged 77
		SP:Iteration 93Q (50280.180000 sec): 3 clusters
  Score: Raw -10115462.669480 + Penalty 3725.006507 = -10111737.662972
  nChanged 69
		SP:Iteration 94Q (50280.940000 sec): 3 clusters
  Score: Raw -10115464.714475 + Penalty 3725.006507 = -10111739.707967
  nChanged 78
		SP:Iteration 95Q (50281.710000 sec): 3 clusters
  Score: Raw -10115467.013615 + Penalty 3725.006507 = -10111742.007107
  nChanged 67
		SP:Iteration 96Q (50282.460000 sec): 3 clusters
  Score: Raw -10115468.457804 + Penalty 3725.006507 = -10111743.451297
  nChanged 54
		SP:Iteration 97Q (50283.200000 sec): 3 clusters
  Score: Raw -10115469.385094 + Penalty 3725.006507 = -10111744.378587
  nChanged 37
		SP:Iteration 98Q (50283.970000 sec): 3 clusters
  Score: Raw -10115470.053912 + Penalty 3725.006507 = -10111745.047405
  nChanged 35
		SP:Iteration 99Q (50284.740000 sec): 3 clusters
  Score: Raw -10115470.847468 + Penalty 3725.006507 = -10111745.840961
  nChanged 44
		SP:Iteration 100F (50285.470000 sec): 3 clusters
  Score: Raw -10115471.634771 + Penalty 3725.006507 = -10111746.628263
  nChanged 32
		SP:Iteration 101Q (50286.150000 sec): 3 clusters
  Score: Raw -10115472.238858 + Penalty 3725.006507 = -10111747.232350
  nChanged 27
		SP:Iteration 102Q (50286.870000 sec): 3 clusters
  Score: Raw -10115472.667554 + Penalty 3725.006507 = -10111747.661046
  nChanged 25
		SP:Iteration 103Q (50287.630000 sec): 3 clusters
  Score: Raw -10115472.982698 + Penalty 3725.006507 = -10111747.976191
  nChanged 13
		SP:Iteration 104Q (50288.330000 sec): 3 clusters
  Score: Raw -10115473.170237 + Penalty 3725.006507 = -10111748.163730
  nChanged 17
		SP:Iteration 105Q (50289.000000 sec): 3 clusters
  Score: Raw -10115473.425166 + Penalty 3725.006507 = -10111748.418659
  nChanged 22
		SP:Iteration 106Q (50289.660000 sec): 3 clusters
  Score: Raw -10115473.769968 + Penalty 3725.006507 = -10111748.763460
  nChanged 22
		SP:Iteration 107Q (50290.300000 sec): 3 clusters
  Score: Raw -10115474.153985 + Penalty 3725.006507 = -10111749.147478
  nChanged 25
		SP:Iteration 108Q (50291.000000 sec): 3 clusters
  Score: Raw -10115474.466855 + Penalty 3725.006507 = -10111749.460348
  nChanged 17
		SP:Iteration 109Q (50291.700000 sec): 3 clusters
  Score: Raw -10115474.709303 + Penalty 3725.006507 = -10111749.702796
  nChanged 18
		SP:Iteration 110Q (50292.410000 sec): 3 clusters
  Score: Raw -10115474.953807 + Penalty 3725.006507 = -10111749.947300
  nChanged 12
		SP:Iteration 111Q (50293.070000 sec): 3 clusters
  Score: Raw -10115475.087685 + Penalty 3725.006507 = -10111750.081178
  nChanged 13
		SP:Iteration 112Q (50293.800000 sec): 3 clusters
  Score: Raw -10115475.232047 + Penalty 3725.006507 = -10111750.225540
  nChanged 8
		SP:Iteration 113Q (50294.560000 sec): 3 clusters
  Score: Raw -10115475.327636 + Penalty 3725.006507 = -10111750.321129
  nChanged 7
		SP:Iteration 114Q (50295.380000 sec): 3 clusters
  Score: Raw -10115475.417469 + Penalty 3725.006507 = -10111750.410962
  nChanged 4
		SP:Iteration 115Q (50296.150000 sec): 3 clusters
  Score: Raw -10115475.464528 + Penalty 3725.006507 = -10111750.458021
  nChanged 6
		SP:Iteration 116Q (50296.900000 sec): 3 clusters
  Score: Raw -10115475.533865 + Penalty 3725.006507 = -10111750.527357
  nChanged 5
		SP:Iteration 117Q (50297.650000 sec): 3 clusters
  Score: Raw -10115475.598904 + Penalty 3725.006507 = -10111750.592397
  nChanged 7
		SP:Iteration 118Q (50298.370000 sec): 3 clusters
  Score: Raw -10115475.702124 + Penalty 3725.006507 = -10111750.695617
  nChanged 7
		SP:Iteration 119Q (50299.010000 sec): 3 clusters
  Score: Raw -10115475.769488 + Penalty 3725.006507 = -10111750.762981
  nChanged 7
		SP:Iteration 120F (50299.700000 sec): 3 clusters
  Score: Raw -10115475.879837 + Penalty 3725.006507 = -10111750.873330
  nChanged 7
		SP:Iteration 121Q (50300.430000 sec): 3 clusters
  Score: Raw -10115475.981229 + Penalty 3725.006507 = -10111750.974721
  nChanged 8
		SP:Iteration 122Q (50301.130000 sec): 3 clusters
  Score: Raw -10115476.078063 + Penalty 3725.006507 = -10111751.071555
  nChanged 11
		SP:Iteration 123Q (50301.790000 sec): 3 clusters
  Score: Raw -10115476.218396 + Penalty 3725.006507 = -10111751.211889
  nChanged 12
		SP:Iteration 124Q (50302.530000 sec): 3 clusters
  Score: Raw -10115476.378670 + Penalty 3725.006507 = -10111751.372163
  nChanged 14
		SP:Iteration 125Q (50303.230000 sec): 3 clusters
  Score: Raw -10115476.566187 + Penalty 3725.006507 = -10111751.559680
  nChanged 7
		SP:Iteration 126Q (50303.910000 sec): 3 clusters
  Score: Raw -10115476.688950 + Penalty 3725.006507 = -10111751.682443
  nChanged 14
		SP:Iteration 127Q (50304.630000 sec): 3 clusters
  Score: Raw -10115476.865314 + Penalty 3725.006507 = -10111751.858807
  nChanged 8
		SP:Iteration 128Q (50305.440000 sec): 3 clusters
  Score: Raw -10115476.933568 + Penalty 3725.006507 = -10111751.927061
  nChanged 5
		SP:Iteration 129Q (50306.290000 sec): 3 clusters
  Score: Raw -10115476.999890 + Penalty 3725.006507 = -10111751.993383
  nChanged 8
		SP:Iteration 130Q (50306.990000 sec): 3 clusters
  Score: Raw -10115477.103023 + Penalty 3725.006507 = -10111752.096516
  nChanged 9
		SP:Iteration 131Q (50307.710000 sec): 3 clusters
  Score: Raw -10115477.273096 + Penalty 3725.006507 = -10111752.266589
  nChanged 10
		SP:Iteration 132Q (50308.440000 sec): 3 clusters
  Score: Raw -10115477.407862 + Penalty 3725.006507 = -10111752.401355
  nChanged 12
		SP:Iteration 133Q (50309.200000 sec): 3 clusters
  Score: Raw -10115477.565114 + Penalty 3725.006507 = -10111752.558607
  nChanged 16
		SP:Iteration 134Q (50309.970000 sec): 3 clusters
  Score: Raw -10115477.749872 + Penalty 3725.006507 = -10111752.743365
  nChanged 12
		SP:Iteration 135Q (50310.750000 sec): 3 clusters
  Score: Raw -10115477.883442 + Penalty 3725.006507 = -10111752.876935
  nChanged 13
		SP:Iteration 136Q (50311.470000 sec): 3 clusters
  Score: Raw -10115478.083359 + Penalty 3725.006507 = -10111753.076852
  nChanged 13
		SP:Iteration 137Q (50312.190000 sec): 3 clusters
  Score: Raw -10115478.253103 + Penalty 3725.006507 = -10111753.246596
  nChanged 10
		SP:Iteration 138Q (50312.960000 sec): 3 clusters
  Score: Raw -10115478.379127 + Penalty 3725.006507 = -10111753.372620
  nChanged 8
		SP:Iteration 139Q (50313.730000 sec): 3 clusters
  Score: Raw -10115478.500007 + Penalty 3725.006507 = -10111753.493500
  nChanged 11
		SP:Iteration 140F (50314.500000 sec): 3 clusters
  Score: Raw -10115478.591100 + Penalty 3725.006507 = -10111753.584593
  nChanged 8
		SP:Iteration 141Q (50315.280000 sec): 3 clusters
  Score: Raw -10115478.695797 + Penalty 3725.006507 = -10111753.689289
  nChanged 7
		SP:Iteration 142Q (50316.020000 sec): 3 clusters
  Score: Raw -10115478.765675 + Penalty 3725.006507 = -10111753.759168
  nChanged 6
		SP:Iteration 143Q (50316.710000 sec): 3 clusters
  Score: Raw -10115478.876123 + Penalty 3725.006507 = -10111753.869616
  nChanged 10
		SP:Iteration 144Q (50317.410000 sec): 3 clusters
  Score: Raw -10115479.029766 + Penalty 3725.006507 = -10111754.023259
  nChanged 13
		SP:Iteration 145Q (50318.110000 sec): 3 clusters
  Score: Raw -10115479.163206 + Penalty 3725.006507 = -10111754.156699
  nChanged 9
		SP:Iteration 146Q (50318.810000 sec): 3 clusters
  Score: Raw -10115479.308183 + Penalty 3725.006507 = -10111754.301676
  nChanged 14
		SP:Iteration 147Q (50319.500000 sec): 3 clusters
  Score: Raw -10115479.499644 + Penalty 3725.006507 = -10111754.493137
  nChanged 11
		SP:Iteration 148Q (50320.260000 sec): 3 clusters
  Score: Raw -10115479.733941 + Penalty 3725.006507 = -10111754.727434
  nChanged 18
		SP:Iteration 149Q (50320.970000 sec): 3 clusters
  Score: Raw -10115480.027433 + Penalty 3725.006507 = -10111755.020926
  nChanged 12
		SP:Iteration 150Q (50321.660000 sec): 3 clusters
  Score: Raw -10115480.206758 + Penalty 3725.006507 = -10111755.200251
  nChanged 14
		SP:Iteration 151Q (50322.360000 sec): 3 clusters
  Score: Raw -10115480.389859 + Penalty 3725.006507 = -10111755.383352
  nChanged 10
		SP:Iteration 152Q (50323.040000 sec): 3 clusters
  Score: Raw -10115480.465933 + Penalty 3725.006507 = -10111755.459426
  nChanged 4
		SP:Iteration 153Q (50323.710000 sec): 3 clusters
  Score: Raw -10115480.494653 + Penalty 3725.006507 = -10111755.488145
  nChanged 3
		SP:Iteration 154Q (50324.470000 sec): 3 clusters
  Score: Raw -10115480.524355 + Penalty 3725.006507 = -10111755.517848
  nChanged 5
		SP:Iteration 155Q (50325.230000 sec): 3 clusters
  Score: Raw -10115480.651537 + Penalty 3725.006507 = -10111755.645030
  nChanged 8
		SP:Iteration 156Q (50325.990000 sec): 3 clusters
  Score: Raw -10115480.786837 + Penalty 3725.006507 = -10111755.780330
  nChanged 9
		SP:Iteration 157Q (50326.750000 sec): 3 clusters
  Score: Raw -10115480.884739 + Penalty 3725.006507 = -10111755.878232
  nChanged 5
		SP:Iteration 158Q (50327.540000 sec): 3 clusters
  Score: Raw -10115480.944934 + Penalty 3725.006507 = -10111755.938427
  nChanged 2
		SP:Iteration 159Q (50328.340000 sec): 3 clusters
  Score: Raw -10115480.963782 + Penalty 3725.006507 = -10111755.957275
  nChanged 1
		SP:Iteration 160F (50329.110000 sec): 3 clusters
  Score: Raw -10115480.975194 + Penalty 3725.006507 = -10111755.968686
  nChanged 1
		SP:Iteration 161Q (50329.860000 sec): 3 clusters
  Score: Raw -10115480.988820 + Penalty 3725.006507 = -10111755.982313
  nChanged 2
		SP:Iteration 162Q (50330.570000 sec): 3 clusters
  Score: Raw -10115481.003983 + Penalty 3725.006507 = -10111755.997476
  nChanged 3
		SP:Iteration 163Q (50331.280000 sec): 3 clusters
  Score: Raw -10115481.024565 + Penalty 3725.006507 = -10111756.018058
  nChanged 2
		SP:Iteration 164Q (50332.060000 sec): 3 clusters
  Score: Raw -10115481.034800 + Penalty 3725.006507 = -10111756.028293
  nChanged 0
		SP:Iteration 165F (50332.840000 sec): 3 clusters
  Score: Raw -10115481.034800 + Penalty 3725.006507 = -10111756.028293
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50332.950000 sec): 2 clusters
  Score: Raw -155640.452056 + Penalty 1214.373727 = -154426.078329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50333.070000 sec): 3 clusters
  Score: Raw -154954.227927 + Penalty 2428.747454 = -152525.480473
  nChanged 629
		SP:Iteration 1F (50333.190000 sec): 3 clusters
  Score: Raw -155565.633264 + Penalty 2428.747454 = -153136.885811
  nChanged 183
		SP:Iteration 2F (50333.340000 sec): 3 clusters
  Score: Raw -155888.166180 + Penalty 2428.747454 = -153459.418726
  nChanged 156
		SP:Iteration 3F (50333.480000 sec): 3 clusters
  Score: Raw -156126.815943 + Penalty 2428.747454 = -153698.068490
  nChanged 112
		SP:Iteration 4F (50333.580000 sec): 3 clusters
  Score: Raw -156242.689155 + Penalty 2428.747454 = -153813.941701
  nChanged 55
		SP:Iteration 5Q (50333.720000 sec): 3 clusters
  Score: Raw -156285.860874 + Penalty 2428.747454 = -153857.113420
  nChanged 28
		SP:Iteration 6Q (50333.840000 sec): 3 clusters
  Score: Raw -156310.707345 + Penalty 2428.747454 = -153881.959892
  nChanged 23
		SP:Iteration 7Q (50334.000000 sec): 3 clusters
  Score: Raw -156332.663051 + Penalty 2428.747454 = -153903.915597
  nChanged 17
		SP:Iteration 8Q (50334.150000 sec): 3 clusters
  Score: Raw -156352.014193 + Penalty 2428.747454 = -153923.266739
  nChanged 12
		SP:Iteration 9Q (50334.300000 sec): 3 clusters
  Score: Raw -156361.518376 + Penalty 2428.747454 = -153932.770922
  nChanged 11
		SP:Iteration 10Q (50334.440000 sec): 3 clusters
  Score: Raw -156368.285266 + Penalty 2428.747454 = -153939.537812
  nChanged 9
		SP:Iteration 11Q (50334.580000 sec): 3 clusters
  Score: Raw -156380.591136 + Penalty 2428.747454 = -153951.843682
  nChanged 13
		SP:Iteration 12Q (50334.730000 sec): 3 clusters
  Score: Raw -156389.447271 + Penalty 2428.747454 = -153960.699817
  nChanged 10
		SP:Iteration 13Q (50334.870000 sec): 3 clusters
  Score: Raw -156395.183920 + Penalty 2428.747454 = -153966.436467
  nChanged 9
		SP:Iteration 14Q (50335.020000 sec): 3 clusters
  Score: Raw -156402.688913 + Penalty 2428.747454 = -153973.941460
  nChanged 7
		SP:Iteration 15Q (50335.160000 sec): 3 clusters
  Score: Raw -156407.277595 + Penalty 2428.747454 = -153978.530141
  nChanged 5
		SP:Iteration 16Q (50335.310000 sec): 3 clusters
  Score: Raw -156410.768042 + Penalty 2428.747454 = -153982.020589
  nChanged 6
		SP:Iteration 17Q (50335.450000 sec): 3 clusters
  Score: Raw -156415.495364 + Penalty 2428.747454 = -153986.747910
  nChanged 4
		SP:Iteration 18Q (50335.590000 sec): 3 clusters
  Score: Raw -156417.998163 + Penalty 2428.747454 = -153989.250709
  nChanged 6
		SP:Iteration 19Q (50335.690000 sec): 3 clusters
  Score: Raw -156421.584652 + Penalty 2428.747454 = -153992.837198
  nChanged 2
		SP:Iteration 20F (50335.790000 sec): 3 clusters
  Score: Raw -156422.236053 + Penalty 2428.747454 = -153993.488599
  nChanged 1
		SP:Iteration 21Q (50335.930000 sec): 3 clusters
  Score: Raw -156423.034949 + Penalty 2428.747454 = -153994.287496
  nChanged 1
		SP:Iteration 22Q (50336.020000 sec): 3 clusters
  Score: Raw -156423.725071 + Penalty 2428.747454 = -153994.977617
  nChanged 1
		SP:Iteration 23Q (50336.170000 sec): 3 clusters
  Score: Raw -156424.685186 + Penalty 2428.747454 = -153995.937732
  nChanged 5
		SP:Iteration 24Q (50336.310000 sec): 3 clusters
  Score: Raw -156431.103984 + Penalty 2428.747454 = -154002.356531
  nChanged 11
		SP:Iteration 25Q (50336.410000 sec): 3 clusters
  Score: Raw -156440.628961 + Penalty 2428.747454 = -154011.881508
  nChanged 6
		SP:Iteration 26Q (50336.510000 sec): 3 clusters
  Score: Raw -156444.186507 + Penalty 2428.747454 = -154015.439054
  nChanged 4
		SP:Iteration 27Q (50336.650000 sec): 3 clusters
  Score: Raw -156446.665815 + Penalty 2428.747454 = -154017.918362
  nChanged 1
		SP:Iteration 28Q (50336.750000 sec): 3 clusters
  Score: Raw -156447.190696 + Penalty 2428.747454 = -154018.443242
  nChanged 0
		SP:Iteration 29F (50336.840000 sec): 3 clusters
  Score: Raw -156447.190696 + Penalty 2428.747454 = -154018.443242
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50336.910000 sec): 2 clusters
  Score: Raw -195260.678809 + Penalty 1228.682258 = -194031.996551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50337.010000 sec): 3 clusters
  Score: Raw -194479.560545 + Penalty 2457.364517 = -192022.196028
  nChanged 653
		SP:Iteration 1F (50337.110000 sec): 3 clusters
  Score: Raw -194897.590586 + Penalty 2457.364517 = -192440.226070
  nChanged 134
		SP:Iteration 2F (50337.260000 sec): 3 clusters
  Score: Raw -194980.827859 + Penalty 2457.364517 = -192523.463342
  nChanged 82
		SP:Iteration 3Q (50337.360000 sec): 3 clusters
  Score: Raw -195035.776792 + Penalty 2457.364517 = -192578.412276
  nChanged 53
		SP:Iteration 4Q (50337.460000 sec): 3 clusters
  Score: Raw -195074.760737 + Penalty 2457.364517 = -192617.396220
  nChanged 45
		SP:Iteration 5Q (50337.560000 sec): 3 clusters
  Score: Raw -195111.173054 + Penalty 2457.364517 = -192653.808537
  nChanged 37
		SP:Iteration 6Q (50337.660000 sec): 3 clusters
  Score: Raw -195135.282477 + Penalty 2457.364517 = -192677.917961
  nChanged 35
		SP:Iteration 7Q (50337.760000 sec): 3 clusters
  Score: Raw -195155.983260 + Penalty 2457.364517 = -192698.618744
  nChanged 29
		SP:Iteration 8Q (50337.900000 sec): 3 clusters
  Score: Raw -195174.945487 + Penalty 2457.364517 = -192717.580971
  nChanged 25
		SP:Iteration 9Q (50338.000000 sec): 3 clusters
  Score: Raw -195188.792651 + Penalty 2457.364517 = -192731.428134
  nChanged 16
		SP:Iteration 10Q (50338.140000 sec): 3 clusters
  Score: Raw -195198.683134 + Penalty 2457.364517 = -192741.318617
  nChanged 17
		SP:Iteration 11Q (50338.310000 sec): 3 clusters
  Score: Raw -195208.573190 + Penalty 2457.364517 = -192751.208673
  nChanged 14
		SP:Iteration 12Q (50338.490000 sec): 3 clusters
  Score: Raw -195215.485400 + Penalty 2457.364517 = -192758.120883
  nChanged 10
		SP:Iteration 13Q (50338.590000 sec): 3 clusters
  Score: Raw -195221.880775 + Penalty 2457.364517 = -192764.516259
  nChanged 9
		SP:Iteration 14Q (50338.680000 sec): 3 clusters
  Score: Raw -195225.603417 + Penalty 2457.364517 = -192768.238901
  nChanged 5
		SP:Iteration 15Q (50338.830000 sec): 3 clusters
  Score: Raw -195227.875270 + Penalty 2457.364517 = -192770.510753
  nChanged 6
		SP:Iteration 16Q (50338.970000 sec): 3 clusters
  Score: Raw -195230.169370 + Penalty 2457.364517 = -192772.804854
  nChanged 2
		SP:Iteration 17Q (50339.110000 sec): 3 clusters
  Score: Raw -195230.732145 + Penalty 2457.364517 = -192773.367628
  nChanged 1
		SP:Iteration 18Q (50339.200000 sec): 3 clusters
  Score: Raw -195230.875170 + Penalty 2457.364517 = -192773.510653
  nChanged 1
		SP:Iteration 19Q (50339.340000 sec): 3 clusters
  Score: Raw -195231.652492 + Penalty 2457.364517 = -192774.287975
  nChanged 4
		SP:Iteration 20F (50339.480000 sec): 3 clusters
  Score: Raw -195233.954953 + Penalty 2457.364517 = -192776.590437
  nChanged 7
		SP:Iteration 21Q (50339.580000 sec): 3 clusters
  Score: Raw -195238.363956 + Penalty 2457.364517 = -192780.999440
  nChanged 8
		SP:Iteration 22Q (50339.730000 sec): 3 clusters
  Score: Raw -195243.836464 + Penalty 2457.364517 = -192786.471947
  nChanged 8
		SP:Iteration 23Q (50339.820000 sec): 3 clusters
  Score: Raw -195249.123302 + Penalty 2457.364517 = -192791.758786
  nChanged 8
		SP:Iteration 24Q (50339.920000 sec): 3 clusters
  Score: Raw -195255.252908 + Penalty 2457.364517 = -192797.888391
  nChanged 8
		SP:Iteration 25Q (50340.020000 sec): 3 clusters
  Score: Raw -195258.555306 + Penalty 2457.364517 = -192801.190789
  nChanged 2
		SP:Iteration 26Q (50340.110000 sec): 3 clusters
  Score: Raw -195259.081892 + Penalty 2457.364517 = -192801.717376
  nChanged 1
		SP:Iteration 27Q (50340.200000 sec): 3 clusters
  Score: Raw -195260.761484 + Penalty 2457.364517 = -192803.396968
  nChanged 4
		SP:Iteration 28Q (50340.300000 sec): 3 clusters
  Score: Raw -195263.579330 + Penalty 2457.364517 = -192806.214814
  nChanged 8
		SP:Iteration 29Q (50340.400000 sec): 3 clusters
  Score: Raw -195268.730753 + Penalty 2457.364517 = -192811.366236
  nChanged 8
		SP:Iteration 30Q (50340.490000 sec): 3 clusters
  Score: Raw -195273.945124 + Penalty 2457.364517 = -192816.580608
  nChanged 9
		SP:Iteration 31Q (50340.590000 sec): 3 clusters
  Score: Raw -195276.543068 + Penalty 2457.364517 = -192819.178552
  nChanged 7
		SP:Iteration 32Q (50340.680000 sec): 3 clusters
  Score: Raw -195278.930342 + Penalty 2457.364517 = -192821.565825
  nChanged 5
		SP:Iteration 33Q (50340.780000 sec): 3 clusters
  Score: Raw -195281.070464 + Penalty 2457.364517 = -192823.705948
  nChanged 4
		SP:Iteration 34Q (50340.880000 sec): 3 clusters
  Score: Raw -195281.961267 + Penalty 2457.364517 = -192824.596751
  nChanged 2
		SP:Iteration 35Q (50340.970000 sec): 3 clusters
  Score: Raw -195283.326077 + Penalty 2457.364517 = -192825.961560
  nChanged 3
		SP:Iteration 36Q (50341.070000 sec): 3 clusters
  Score: Raw -195285.283353 + Penalty 2457.364517 = -192827.918836
  nChanged 0
		SP:Iteration 37F (50341.160000 sec): 3 clusters
  Score: Raw -195285.283353 + Penalty 2457.364517 = -192827.918836
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50341.270000 sec): 2 clusters
  Score: Raw -349211.225581 + Penalty 1332.100045 = -347879.125536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50341.430000 sec): 3 clusters
  Score: Raw -347439.075053 + Penalty 2664.200090 = -344774.874962
  nChanged 1415
		SP:Iteration 1F (50341.590000 sec): 3 clusters
  Score: Raw -348242.666597 + Penalty 2664.200090 = -345578.466506
  nChanged 290
		SP:Iteration 2F (50341.700000 sec): 3 clusters
  Score: Raw -348449.479651 + Penalty 2664.200090 = -345785.279561
  nChanged 250
		SP:Iteration 3F (50341.840000 sec): 3 clusters
  Score: Raw -348638.380858 + Penalty 2664.200090 = -345974.180767
  nChanged 202
		SP:Iteration 4F (50342.020000 sec): 3 clusters
  Score: Raw -348819.882131 + Penalty 2664.200090 = -346155.682041
  nChanged 198
		SP:Iteration 5F (50342.140000 sec): 3 clusters
  Score: Raw -349011.630870 + Penalty 2664.200090 = -346347.430780
  nChanged 204
		SP:Iteration 6F (50342.310000 sec): 3 clusters
  Score: Raw -349202.557815 + Penalty 2664.200090 = -346538.357725
  nChanged 158
		SP:Iteration 7Q (50342.490000 sec): 3 clusters
  Score: Raw -349359.793063 + Penalty 2664.200090 = -346695.592973
  nChanged 140
		SP:Iteration 8Q (50342.650000 sec): 3 clusters
  Score: Raw -349489.263474 + Penalty 2664.200090 = -346825.063384
  nChanged 97
		SP:Iteration 9Q (50342.820000 sec): 3 clusters
  Score: Raw -349558.239497 + Penalty 2664.200090 = -346894.039407
  nChanged 75
		SP:Iteration 10Q (50343.020000 sec): 3 clusters
  Score: Raw -349602.044956 + Penalty 2664.200090 = -346937.844866
  nChanged 65
		SP:Iteration 11Q (50343.180000 sec): 3 clusters
  Score: Raw -349632.064776 + Penalty 2664.200090 = -346967.864686
  nChanged 34
		SP:Iteration 12Q (50343.300000 sec): 3 clusters
  Score: Raw -349648.304153 + Penalty 2664.200090 = -346984.104062
  nChanged 31
		SP:Iteration 13Q (50343.470000 sec): 3 clusters
  Score: Raw -349661.633287 + Penalty 2664.200090 = -346997.433196
  nChanged 28
		SP:Iteration 14Q (50343.650000 sec): 3 clusters
  Score: Raw -349674.432855 + Penalty 2664.200090 = -347010.232765
  nChanged 27
		SP:Iteration 15Q (50343.780000 sec): 3 clusters
  Score: Raw -349685.257737 + Penalty 2664.200090 = -347021.057647
  nChanged 25
		SP:Iteration 16Q (50343.920000 sec): 3 clusters
  Score: Raw -349694.680042 + Penalty 2664.200090 = -347030.479952
  nChanged 17
		SP:Iteration 17Q (50344.070000 sec): 3 clusters
  Score: Raw -349702.131473 + Penalty 2664.200090 = -347037.931382
  nChanged 14
		SP:Iteration 18Q (50344.170000 sec): 3 clusters
  Score: Raw -349706.859681 + Penalty 2664.200090 = -347042.659590
  nChanged 11
		SP:Iteration 19Q (50344.320000 sec): 3 clusters
  Score: Raw -349710.039143 + Penalty 2664.200090 = -347045.839052
  nChanged 6
		SP:Iteration 20F (50344.490000 sec): 3 clusters
  Score: Raw -349712.212024 + Penalty 2664.200090 = -347048.011934
  nChanged 6
		SP:Iteration 21Q (50344.700000 sec): 3 clusters
  Score: Raw -349714.059529 + Penalty 2664.200090 = -347049.859438
  nChanged 6
		SP:Iteration 22Q (50344.870000 sec): 3 clusters
  Score: Raw -349715.822651 + Penalty 2664.200090 = -347051.622561
  nChanged 9
		SP:Iteration 23Q (50345.040000 sec): 3 clusters
  Score: Raw -349718.086205 + Penalty 2664.200090 = -347053.886115
  nChanged 3
		SP:Iteration 24Q (50345.230000 sec): 3 clusters
  Score: Raw -349718.856019 + Penalty 2664.200090 = -347054.655928
  nChanged 1
		SP:Iteration 25Q (50345.380000 sec): 3 clusters
  Score: Raw -349718.967469 + Penalty 2664.200090 = -347054.767378
  nChanged 0
		SP:Iteration 26F (50345.520000 sec): 3 clusters
  Score: Raw -349718.967469 + Penalty 2664.200090 = -347054.767378
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (12970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50345.690000 sec): 2 clusters
  Score: Raw -1240049.274950 + Penalty 1538.939070 = -1238510.335880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50345.900000 sec): 3 clusters
  Score: Raw -1232417.768440 + Penalty 3077.878140 = -1229339.890299
  nChanged 5811
		SP:Iteration 1F (50346.150000 sec): 3 clusters
  Score: Raw -1235757.954538 + Penalty 3077.878140 = -1232680.076398
  nChanged 984
		SP:Iteration 2F (50346.400000 sec): 3 clusters
  Score: Raw -1236450.324058 + Penalty 3077.878140 = -1233372.445918
  nChanged 937
		SP:Iteration 3F (50346.650000 sec): 3 clusters
  Score: Raw -1237132.750628 + Penalty 3077.878140 = -1234054.872488
  nChanged 817
		SP:Iteration 4F (50346.840000 sec): 3 clusters
  Score: Raw -1237650.030833 + Penalty 3077.878140 = -1234572.152693
  nChanged 669
		SP:Iteration 5F (50347.080000 sec): 3 clusters
  Score: Raw -1238019.714160 + Penalty 3077.878140 = -1234941.836020
  nChanged 582
		SP:Iteration 6Q (50347.320000 sec): 3 clusters
  Score: Raw -1238297.082925 + Penalty 3077.878140 = -1235219.204785
  nChanged 441
		SP:Iteration 7Q (50347.580000 sec): 3 clusters
  Score: Raw -1238509.438134 + Penalty 3077.878140 = -1235431.559994
  nChanged 410
		SP:Iteration 8Q (50347.840000 sec): 3 clusters
  Score: Raw -1238719.966644 + Penalty 3077.878140 = -1235642.088504
  nChanged 367
		SP:Iteration 9Q (50348.070000 sec): 3 clusters
  Score: Raw -1238929.441490 + Penalty 3077.878140 = -1235851.563349
  nChanged 359
		SP:Iteration 10Q (50348.330000 sec): 3 clusters
  Score: Raw -1239121.076441 + Penalty 3077.878140 = -1236043.198301
  nChanged 319
		SP:Iteration 11Q (50348.540000 sec): 3 clusters
  Score: Raw -1239262.491234 + Penalty 3077.878140 = -1236184.613094
  nChanged 286
		SP:Iteration 12Q (50348.740000 sec): 3 clusters
  Score: Raw -1239394.743752 + Penalty 3077.878140 = -1236316.865611
  nChanged 259
		SP:Iteration 13Q (50349.020000 sec): 3 clusters
  Score: Raw -1239507.604652 + Penalty 3077.878140 = -1236429.726512
  nChanged 227
		SP:Iteration 14Q (50349.200000 sec): 3 clusters
  Score: Raw -1239608.495657 + Penalty 3077.878140 = -1236530.617517
  nChanged 209
		SP:Iteration 15Q (50349.410000 sec): 3 clusters
  Score: Raw -1239698.790885 + Penalty 3077.878140 = -1236620.912745
  nChanged 194
		SP:Iteration 16Q (50349.610000 sec): 3 clusters
  Score: Raw -1239787.659397 + Penalty 3077.878140 = -1236709.781257
  nChanged 190
		SP:Iteration 17Q (50349.810000 sec): 3 clusters
  Score: Raw -1239873.698215 + Penalty 3077.878140 = -1236795.820075
  nChanged 159
		SP:Iteration 18Q (50350.020000 sec): 3 clusters
  Score: Raw -1239949.477475 + Penalty 3077.878140 = -1236871.599334
  nChanged 146
		SP:Iteration 19Q (50350.230000 sec): 3 clusters
  Score: Raw -1240017.086975 + Penalty 3077.878140 = -1236939.208835
  nChanged 127
		SP:Iteration 20F (50350.430000 sec): 3 clusters
  Score: Raw -1240068.923905 + Penalty 3077.878140 = -1236991.045765
  nChanged 104
		SP:Iteration 21Q (50350.630000 sec): 3 clusters
  Score: Raw -1240119.290115 + Penalty 3077.878140 = -1237041.411975
  nChanged 98
		SP:Iteration 22Q (50350.870000 sec): 3 clusters
  Score: Raw -1240165.816134 + Penalty 3077.878140 = -1237087.937994
  nChanged 89
		SP:Iteration 23Q (50351.100000 sec): 3 clusters
  Score: Raw -1240200.225545 + Penalty 3077.878140 = -1237122.347405
  nChanged 60
		SP:Iteration 24Q (50351.270000 sec): 3 clusters
  Score: Raw -1240225.127764 + Penalty 3077.878140 = -1237147.249624
  nChanged 57
		SP:Iteration 25Q (50351.480000 sec): 3 clusters
  Score: Raw -1240250.374517 + Penalty 3077.878140 = -1237172.496376
  nChanged 60
		SP:Iteration 26Q (50351.670000 sec): 3 clusters
  Score: Raw -1240278.666769 + Penalty 3077.878140 = -1237200.788629
  nChanged 63
		SP:Iteration 27Q (50351.900000 sec): 3 clusters
  Score: Raw -1240311.856962 + Penalty 3077.878140 = -1237233.978822
  nChanged 60
		SP:Iteration 28Q (50352.140000 sec): 3 clusters
  Score: Raw -1240337.842706 + Penalty 3077.878140 = -1237259.964566
  nChanged 49
		SP:Iteration 29Q (50352.400000 sec): 3 clusters
  Score: Raw -1240358.496850 + Penalty 3077.878140 = -1237280.618710
  nChanged 41
		SP:Iteration 30Q (50352.610000 sec): 3 clusters
  Score: Raw -1240380.503449 + Penalty 3077.878140 = -1237302.625309
  nChanged 32
		SP:Iteration 31Q (50352.800000 sec): 3 clusters
  Score: Raw -1240397.277979 + Penalty 3077.878140 = -1237319.399839
  nChanged 31
		SP:Iteration 32Q (50353.030000 sec): 3 clusters
  Score: Raw -1240410.573995 + Penalty 3077.878140 = -1237332.695855
  nChanged 22
		SP:Iteration 33Q (50353.210000 sec): 3 clusters
  Score: Raw -1240422.195780 + Penalty 3077.878140 = -1237344.317640
  nChanged 26
		SP:Iteration 34Q (50353.450000 sec): 3 clusters
  Score: Raw -1240434.128403 + Penalty 3077.878140 = -1237356.250263
  nChanged 22
		SP:Iteration 35Q (50353.660000 sec): 3 clusters
  Score: Raw -1240442.979924 + Penalty 3077.878140 = -1237365.101784
  nChanged 14
		SP:Iteration 36Q (50353.890000 sec): 3 clusters
  Score: Raw -1240452.356586 + Penalty 3077.878140 = -1237374.478446
  nChanged 19
		SP:Iteration 37Q (50354.110000 sec): 3 clusters
  Score: Raw -1240460.672760 + Penalty 3077.878140 = -1237382.794620
  nChanged 13
		SP:Iteration 38Q (50354.310000 sec): 3 clusters
  Score: Raw -1240467.300744 + Penalty 3077.878140 = -1237389.422604
  nChanged 15
		SP:Iteration 39Q (50354.560000 sec): 3 clusters
  Score: Raw -1240474.149806 + Penalty 3077.878140 = -1237396.271666
  nChanged 15
		SP:Iteration 40F (50354.770000 sec): 3 clusters
  Score: Raw -1240482.271637 + Penalty 3077.878140 = -1237404.393497
  nChanged 11
		SP:Iteration 41Q (50354.960000 sec): 3 clusters
  Score: Raw -1240486.982534 + Penalty 3077.878140 = -1237409.104394
  nChanged 10
		SP:Iteration 42Q (50355.190000 sec): 3 clusters
  Score: Raw -1240491.816534 + Penalty 3077.878140 = -1237413.938394
  nChanged 11
		SP:Iteration 43Q (50355.380000 sec): 3 clusters
  Score: Raw -1240499.311659 + Penalty 3077.878140 = -1237421.433518
  nChanged 13
		SP:Iteration 44Q (50355.570000 sec): 3 clusters
  Score: Raw -1240506.109614 + Penalty 3077.878140 = -1237428.231474
  nChanged 19
		SP:Iteration 45Q (50355.750000 sec): 3 clusters
  Score: Raw -1240512.203606 + Penalty 3077.878140 = -1237434.325466
  nChanged 8
		SP:Iteration 46Q (50355.940000 sec): 3 clusters
  Score: Raw -1240516.585820 + Penalty 3077.878140 = -1237438.707680
  nChanged 7
		SP:Iteration 47Q (50356.140000 sec): 3 clusters
  Score: Raw -1240519.007405 + Penalty 3077.878140 = -1237441.129264
  nChanged 8
		SP:Iteration 48Q (50356.340000 sec): 3 clusters
  Score: Raw -1240523.027181 + Penalty 3077.878140 = -1237445.149041
  nChanged 10
		SP:Iteration 49Q (50356.500000 sec): 3 clusters
  Score: Raw -1240527.630811 + Penalty 3077.878140 = -1237449.752670
  nChanged 9
		SP:Iteration 50Q (50356.720000 sec): 3 clusters
  Score: Raw -1240531.788997 + Penalty 3077.878140 = -1237453.910857
  nChanged 9
		SP:Iteration 51Q (50356.890000 sec): 3 clusters
  Score: Raw -1240534.948073 + Penalty 3077.878140 = -1237457.069933
  nChanged 2
		SP:Iteration 52Q (50357.100000 sec): 3 clusters
  Score: Raw -1240535.543389 + Penalty 3077.878140 = -1237457.665249
  nChanged 1
		SP:Iteration 53Q (50357.310000 sec): 3 clusters
  Score: Raw -1240535.968223 + Penalty 3077.878140 = -1237458.090083
  nChanged 0
		SP:Iteration 54F (50357.510000 sec): 3 clusters
  Score: Raw -1240535.968223 + Penalty 3077.878140 = -1237458.090083
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50357.610000 sec): 2 clusters
  Score: Raw -464914.275776 + Penalty 1381.554929 = -463532.720847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50357.820000 sec): 3 clusters
  Score: Raw -462325.598148 + Penalty 2763.109858 = -459562.488289
  nChanged 2041
		SP:Iteration 1F (50357.980000 sec): 3 clusters
  Score: Raw -463602.592211 + Penalty 2763.109858 = -460839.482353
  nChanged 433
		SP:Iteration 2F (50358.160000 sec): 3 clusters
  Score: Raw -463876.317379 + Penalty 2763.109858 = -461113.207520
  nChanged 316
		SP:Iteration 3F (50358.290000 sec): 3 clusters
  Score: Raw -464083.206803 + Penalty 2763.109858 = -461320.096945
  nChanged 294
		SP:Iteration 4F (50358.400000 sec): 3 clusters
  Score: Raw -464315.557510 + Penalty 2763.109858 = -461552.447651
  nChanged 266
		SP:Iteration 5F (50358.600000 sec): 3 clusters
  Score: Raw -464498.756155 + Penalty 2763.109858 = -461735.646297
  nChanged 201
		SP:Iteration 6Q (50358.750000 sec): 3 clusters
  Score: Raw -464642.504031 + Penalty 2763.109858 = -461879.394173
  nChanged 176
		SP:Iteration 7Q (50358.860000 sec): 3 clusters
  Score: Raw -464771.545860 + Penalty 2763.109858 = -462008.436002
  nChanged 160
		SP:Iteration 8Q (50359.010000 sec): 3 clusters
  Score: Raw -464868.210077 + Penalty 2763.109858 = -462105.100219
  nChanged 107
		SP:Iteration 9Q (50359.150000 sec): 3 clusters
  Score: Raw -464940.423702 + Penalty 2763.109858 = -462177.313844
  nChanged 104
		SP:Iteration 10Q (50359.330000 sec): 3 clusters
  Score: Raw -465023.832573 + Penalty 2763.109858 = -462260.722715
  nChanged 95
		SP:Iteration 11Q (50359.490000 sec): 3 clusters
  Score: Raw -465100.249840 + Penalty 2763.109858 = -462337.139982
  nChanged 83
		SP:Iteration 12Q (50359.640000 sec): 3 clusters
  Score: Raw -465154.814422 + Penalty 2763.109858 = -462391.704564
  nChanged 70
		SP:Iteration 13Q (50359.840000 sec): 3 clusters
  Score: Raw -465201.737141 + Penalty 2763.109858 = -462438.627283
  nChanged 61
		SP:Iteration 14Q (50360.010000 sec): 3 clusters
  Score: Raw -465242.501506 + Penalty 2763.109858 = -462479.391647
  nChanged 59
		SP:Iteration 15Q (50360.190000 sec): 3 clusters
  Score: Raw -465281.218060 + Penalty 2763.109858 = -462518.108202
  nChanged 54
		SP:Iteration 16Q (50360.380000 sec): 3 clusters
  Score: Raw -465311.078204 + Penalty 2763.109858 = -462547.968346
  nChanged 40
		SP:Iteration 17Q (50360.550000 sec): 3 clusters
  Score: Raw -465336.942165 + Penalty 2763.109858 = -462573.832307
  nChanged 36
		SP:Iteration 18Q (50360.730000 sec): 3 clusters
  Score: Raw -465356.380341 + Penalty 2763.109858 = -462593.270483
  nChanged 38
		SP:Iteration 19Q (50360.870000 sec): 3 clusters
  Score: Raw -465374.259892 + Penalty 2763.109858 = -462611.150034
  nChanged 32
		SP:Iteration 20F (50361.090000 sec): 3 clusters
  Score: Raw -465388.532939 + Penalty 2763.109858 = -462625.423080
  nChanged 30
		SP:Iteration 21Q (50361.240000 sec): 3 clusters
  Score: Raw -465403.994984 + Penalty 2763.109858 = -462640.885126
  nChanged 27
		SP:Iteration 22Q (50361.410000 sec): 3 clusters
  Score: Raw -465411.561485 + Penalty 2763.109858 = -462648.451627
  nChanged 10
		SP:Iteration 23Q (50361.590000 sec): 3 clusters
  Score: Raw -465414.525352 + Penalty 2763.109858 = -462651.415493
  nChanged 8
		SP:Iteration 24Q (50361.760000 sec): 3 clusters
  Score: Raw -465417.336498 + Penalty 2763.109858 = -462654.226640
  nChanged 2
		SP:Iteration 25Q (50361.930000 sec): 3 clusters
  Score: Raw -465418.376671 + Penalty 2763.109858 = -462655.266812
  nChanged 3
		SP:Iteration 26Q (50362.110000 sec): 3 clusters
  Score: Raw -465419.275172 + Penalty 2763.109858 = -462656.165313
  nChanged 3
		SP:Iteration 27Q (50362.280000 sec): 3 clusters
  Score: Raw -465420.234337 + Penalty 2763.109858 = -462657.124479
  nChanged 3
		SP:Iteration 28Q (50362.450000 sec): 3 clusters
  Score: Raw -465422.715050 + Penalty 2763.109858 = -462659.605191
  nChanged 4
		SP:Iteration 29Q (50362.630000 sec): 3 clusters
  Score: Raw -465424.016568 + Penalty 2763.109858 = -462660.906709
  nChanged 4
		SP:Iteration 30Q (50362.820000 sec): 3 clusters
  Score: Raw -465426.148130 + Penalty 2763.109858 = -462663.038271
  nChanged 4
		SP:Iteration 31Q (50362.990000 sec): 3 clusters
  Score: Raw -465427.764678 + Penalty 2763.109858 = -462664.654820
  nChanged 6
		SP:Iteration 32Q (50363.150000 sec): 3 clusters
  Score: Raw -465430.517957 + Penalty 2763.109858 = -462667.408099
  nChanged 4
		SP:Iteration 33Q (50363.310000 sec): 3 clusters
  Score: Raw -465432.226115 + Penalty 2763.109858 = -462669.116257
  nChanged 9
		SP:Iteration 34Q (50363.470000 sec): 3 clusters
  Score: Raw -465434.998880 + Penalty 2763.109858 = -462671.889021
  nChanged 2
		SP:Iteration 35Q (50363.630000 sec): 3 clusters
  Score: Raw -465435.316548 + Penalty 2763.109858 = -462672.206690
  nChanged 2
		SP:Iteration 36Q (50363.790000 sec): 3 clusters
  Score: Raw -465435.899649 + Penalty 2763.109858 = -462672.789790
  nChanged 5
		SP:Iteration 37Q (50363.950000 sec): 3 clusters
  Score: Raw -465437.282139 + Penalty 2763.109858 = -462674.172280
  nChanged 4
		SP:Iteration 38Q (50364.110000 sec): 3 clusters
  Score: Raw -465437.825399 + Penalty 2763.109858 = -462674.715541
  nChanged 1
		SP:Iteration 39Q (50364.270000 sec): 3 clusters
  Score: Raw -465438.159960 + Penalty 2763.109858 = -462675.050102
  nChanged 1
		SP:Iteration 40F (50364.430000 sec): 3 clusters
  Score: Raw -465438.233491 + Penalty 2763.109858 = -462675.123632
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50364.530000 sec): 2 clusters
  Score: Raw -535725.203627 + Penalty 1385.177431 = -534340.026196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50364.690000 sec): 3 clusters
  Score: Raw -533099.810103 + Penalty 2770.354862 = -530329.455241
  nChanged 2038
		SP:Iteration 1F (50364.850000 sec): 3 clusters
  Score: Raw -534158.137202 + Penalty 2770.354862 = -531387.782340
  nChanged 354
		SP:Iteration 2F (50365.000000 sec): 3 clusters
  Score: Raw -534326.972689 + Penalty 2770.354862 = -531556.617828
  nChanged 252
		SP:Iteration 3F (50365.160000 sec): 3 clusters
  Score: Raw -534445.655685 + Penalty 2770.354862 = -531675.300823
  nChanged 209
		SP:Iteration 4Q (50365.320000 sec): 3 clusters
  Score: Raw -534546.517171 + Penalty 2770.354862 = -531776.162310
  nChanged 185
		SP:Iteration 5Q (50365.480000 sec): 3 clusters
  Score: Raw -534628.392238 + Penalty 2770.354862 = -531858.037377
  nChanged 148
		SP:Iteration 6Q (50365.640000 sec): 3 clusters
  Score: Raw -534683.941086 + Penalty 2770.354862 = -531913.586224
  nChanged 125
		SP:Iteration 7Q (50365.820000 sec): 3 clusters
  Score: Raw -534723.022586 + Penalty 2770.354862 = -531952.667724
  nChanged 105
		SP:Iteration 8Q (50365.960000 sec): 3 clusters
  Score: Raw -534761.285460 + Penalty 2770.354862 = -531990.930598
  nChanged 86
		SP:Iteration 9Q (50366.170000 sec): 3 clusters
  Score: Raw -534784.980372 + Penalty 2770.354862 = -532014.625511
  nChanged 70
		SP:Iteration 10Q (50366.290000 sec): 3 clusters
  Score: Raw -534807.396327 + Penalty 2770.354862 = -532037.041465
  nChanged 70
		SP:Iteration 11Q (50366.470000 sec): 3 clusters
  Score: Raw -534834.432619 + Penalty 2770.354862 = -532064.077758
  nChanged 79
		SP:Iteration 12Q (50366.650000 sec): 3 clusters
  Score: Raw -534867.091446 + Penalty 2770.354862 = -532096.736584
  nChanged 75
		SP:Iteration 13Q (50366.910000 sec): 3 clusters
  Score: Raw -534890.806965 + Penalty 2770.354862 = -532120.452104
  nChanged 59
		SP:Iteration 14Q (50367.060000 sec): 3 clusters
  Score: Raw -534907.703372 + Penalty 2770.354862 = -532137.348511
  nChanged 59
		SP:Iteration 15Q (50367.270000 sec): 3 clusters
  Score: Raw -534923.542500 + Penalty 2770.354862 = -532153.187638
  nChanged 54
		SP:Iteration 16Q (50367.470000 sec): 3 clusters
  Score: Raw -534936.729651 + Penalty 2770.354862 = -532166.374790
  nChanged 46
		SP:Iteration 17Q (50367.650000 sec): 3 clusters
  Score: Raw -534948.222800 + Penalty 2770.354862 = -532177.867938
  nChanged 47
		SP:Iteration 18Q (50367.820000 sec): 3 clusters
  Score: Raw -534958.397950 + Penalty 2770.354862 = -532188.043088
  nChanged 34
		SP:Iteration 19Q (50368.000000 sec): 3 clusters
  Score: Raw -534965.204955 + Penalty 2770.354862 = -532194.850093
  nChanged 28
		SP:Iteration 20F (50368.140000 sec): 3 clusters
  Score: Raw -534971.502621 + Penalty 2770.354862 = -532201.147760
  nChanged 30
		SP:Iteration 21Q (50368.330000 sec): 3 clusters
  Score: Raw -534978.196083 + Penalty 2770.354862 = -532207.841222
  nChanged 31
		SP:Iteration 22Q (50368.510000 sec): 3 clusters
  Score: Raw -534986.691951 + Penalty 2770.354862 = -532216.337089
  nChanged 30
		SP:Iteration 23Q (50368.640000 sec): 3 clusters
  Score: Raw -534993.572392 + Penalty 2770.354862 = -532223.217531
  nChanged 33
		SP:Iteration 24Q (50368.790000 sec): 3 clusters
  Score: Raw -535002.161222 + Penalty 2770.354862 = -532231.806360
  nChanged 35
		SP:Iteration 25Q (50368.970000 sec): 3 clusters
  Score: Raw -535014.425612 + Penalty 2770.354862 = -532244.070751
  nChanged 29
		SP:Iteration 26Q (50369.130000 sec): 3 clusters
  Score: Raw -535022.382938 + Penalty 2770.354862 = -532252.028077
  nChanged 27
		SP:Iteration 27Q (50369.300000 sec): 3 clusters
  Score: Raw -535029.297271 + Penalty 2770.354862 = -532258.942409
  nChanged 26
		SP:Iteration 28Q (50369.480000 sec): 3 clusters
  Score: Raw -535036.063458 + Penalty 2770.354862 = -532265.708597
  nChanged 30
		SP:Iteration 29Q (50369.610000 sec): 3 clusters
  Score: Raw -535043.868254 + Penalty 2770.354862 = -532273.513392
  nChanged 33
		SP:Iteration 30Q (50369.810000 sec): 3 clusters
  Score: Raw -535054.387280 + Penalty 2770.354862 = -532284.032418
  nChanged 42
		SP:Iteration 31Q (50370.030000 sec): 3 clusters
  Score: Raw -535064.707477 + Penalty 2770.354862 = -532294.352615
  nChanged 37
		SP:Iteration 32Q (50370.160000 sec): 3 clusters
  Score: Raw -535075.902697 + Penalty 2770.354862 = -532305.547835
  nChanged 38
		SP:Iteration 33Q (50370.360000 sec): 3 clusters
  Score: Raw -535086.564380 + Penalty 2770.354862 = -532316.209519
  nChanged 31
		SP:Iteration 34Q (50370.530000 sec): 3 clusters
  Score: Raw -535095.429773 + Penalty 2770.354862 = -532325.074911
  nChanged 40
		SP:Iteration 35Q (50370.720000 sec): 3 clusters
  Score: Raw -535107.192780 + Penalty 2770.354862 = -532336.837918
  nChanged 43
		SP:Iteration 36Q (50370.870000 sec): 3 clusters
  Score: Raw -535120.889416 + Penalty 2770.354862 = -532350.534554
  nChanged 46
		SP:Iteration 37Q (50371.010000 sec): 3 clusters
  Score: Raw -535135.043774 + Penalty 2770.354862 = -532364.688912
  nChanged 33
		SP:Iteration 38Q (50371.170000 sec): 3 clusters
  Score: Raw -535144.518086 + Penalty 2770.354862 = -532374.163224
  nChanged 34
		SP:Iteration 39Q (50371.310000 sec): 3 clusters
  Score: Raw -535155.255310 + Penalty 2770.354862 = -532384.900448
  nChanged 37
		SP:Iteration 40F (50371.490000 sec): 3 clusters
  Score: Raw -535168.118531 + Penalty 2770.354862 = -532397.763669
  nChanged 34
		SP:Iteration 41Q (50371.670000 sec): 3 clusters
  Score: Raw -535179.054720 + Penalty 2770.354862 = -532408.699858
  nChanged 39
		SP:Iteration 42Q (50371.820000 sec): 3 clusters
  Score: Raw -535189.412497 + Penalty 2770.354862 = -532419.057636
  nChanged 32
		SP:Iteration 43Q (50372.000000 sec): 3 clusters
  Score: Raw -535198.848533 + Penalty 2770.354862 = -532428.493671
  nChanged 31
		SP:Iteration 44Q (50372.210000 sec): 3 clusters
  Score: Raw -535211.036812 + Penalty 2770.354862 = -532440.681950
  nChanged 46
		SP:Iteration 45Q (50372.410000 sec): 3 clusters
  Score: Raw -535229.033439 + Penalty 2770.354862 = -532458.678577
  nChanged 51
		SP:Iteration 46Q (50372.600000 sec): 3 clusters
  Score: Raw -535249.989000 + Penalty 2770.354862 = -532479.634138
  nChanged 60
		SP:Iteration 47Q (50372.720000 sec): 3 clusters
  Score: Raw -535275.913899 + Penalty 2770.354862 = -532505.559038
  nChanged 57
		SP:Iteration 48Q (50372.890000 sec): 3 clusters
  Score: Raw -535301.729653 + Penalty 2770.354862 = -532531.374792
  nChanged 52
		SP:Iteration 49Q (50373.040000 sec): 3 clusters
  Score: Raw -535326.929487 + Penalty 2770.354862 = -532556.574626
  nChanged 46
		SP:Iteration 50Q (50373.200000 sec): 3 clusters
  Score: Raw -535350.226496 + Penalty 2770.354862 = -532579.871634
  nChanged 46
		SP:Iteration 51Q (50373.400000 sec): 3 clusters
  Score: Raw -535371.899649 + Penalty 2770.354862 = -532601.544787
  nChanged 41
		SP:Iteration 52Q (50373.560000 sec): 3 clusters
  Score: Raw -535390.716805 + Penalty 2770.354862 = -532620.361944
  nChanged 54
		SP:Iteration 53Q (50373.760000 sec): 3 clusters
  Score: Raw -535420.596403 + Penalty 2770.354862 = -532650.241541
  nChanged 53
		SP:Iteration 54Q (50373.900000 sec): 3 clusters
  Score: Raw -535451.621432 + Penalty 2770.354862 = -532681.266570
  nChanged 48
		SP:Iteration 55Q (50374.100000 sec): 3 clusters
  Score: Raw -535472.969261 + Penalty 2770.354862 = -532702.614399
  nChanged 50
		SP:Iteration 56Q (50374.240000 sec): 3 clusters
  Score: Raw -535500.576239 + Penalty 2770.354862 = -532730.221378
  nChanged 55
		SP:Iteration 57Q (50374.400000 sec): 3 clusters
  Score: Raw -535529.385419 + Penalty 2770.354862 = -532759.030557
  nChanged 47
		SP:Iteration 58Q (50374.580000 sec): 3 clusters
  Score: Raw -535550.615932 + Penalty 2770.354862 = -532780.261070
  nChanged 43
		SP:Iteration 59Q (50374.730000 sec): 3 clusters
  Score: Raw -535572.692058 + Penalty 2770.354862 = -532802.337197
  nChanged 35
		SP:Iteration 60F (50374.950000 sec): 3 clusters
  Score: Raw -535591.859916 + Penalty 2770.354862 = -532821.505054
  nChanged 33
		SP:Iteration 61Q (50375.080000 sec): 3 clusters
  Score: Raw -535607.907282 + Penalty 2770.354862 = -532837.552420
  nChanged 33
		SP:Iteration 62Q (50375.190000 sec): 3 clusters
  Score: Raw -535629.356997 + Penalty 2770.354862 = -532859.002135
  nChanged 40
		SP:Iteration 63Q (50375.410000 sec): 3 clusters
  Score: Raw -535648.830269 + Penalty 2770.354862 = -532878.475408
  nChanged 37
		SP:Iteration 64Q (50375.560000 sec): 3 clusters
  Score: Raw -535666.075370 + Penalty 2770.354862 = -532895.720508
  nChanged 35
		SP:Iteration 65Q (50375.730000 sec): 3 clusters
  Score: Raw -535686.572375 + Penalty 2770.354862 = -532916.217513
  nChanged 36
		SP:Iteration 66Q (50375.910000 sec): 3 clusters
  Score: Raw -535708.953048 + Penalty 2770.354862 = -532938.598186
  nChanged 29
		SP:Iteration 67Q (50376.080000 sec): 3 clusters
  Score: Raw -535722.179160 + Penalty 2770.354862 = -532951.824298
  nChanged 21
		SP:Iteration 68Q (50376.220000 sec): 3 clusters
  Score: Raw -535734.672259 + Penalty 2770.354862 = -532964.317397
  nChanged 20
		SP:Iteration 69Q (50376.440000 sec): 3 clusters
  Score: Raw -535744.887358 + Penalty 2770.354862 = -532974.532497
  nChanged 24
		SP:Iteration 70Q (50376.560000 sec): 3 clusters
  Score: Raw -535762.303698 + Penalty 2770.354862 = -532991.948836
  nChanged 23
		SP:Iteration 71Q (50376.730000 sec): 3 clusters
  Score: Raw -535776.661639 + Penalty 2770.354862 = -533006.306777
  nChanged 16
		SP:Iteration 72Q (50376.930000 sec): 3 clusters
  Score: Raw -535786.840583 + Penalty 2770.354862 = -533016.485721
  nChanged 22
		SP:Iteration 73Q (50377.100000 sec): 3 clusters
  Score: Raw -535800.346090 + Penalty 2770.354862 = -533029.991229
  nChanged 24
		SP:Iteration 74Q (50377.270000 sec): 3 clusters
  Score: Raw -535817.059221 + Penalty 2770.354862 = -533046.704359
  nChanged 21
		SP:Iteration 75Q (50377.430000 sec): 3 clusters
  Score: Raw -535831.543472 + Penalty 2770.354862 = -533061.188610
  nChanged 19
		SP:Iteration 76Q (50377.660000 sec): 3 clusters
  Score: Raw -535841.844816 + Penalty 2770.354862 = -533071.489955
  nChanged 12
		SP:Iteration 77Q (50377.840000 sec): 3 clusters
  Score: Raw -535849.169146 + Penalty 2770.354862 = -533078.814284
  nChanged 9
		SP:Iteration 78Q (50377.980000 sec): 3 clusters
  Score: Raw -535855.931269 + Penalty 2770.354862 = -533085.576407
  nChanged 6
		SP:Iteration 79Q (50378.140000 sec): 3 clusters
  Score: Raw -535861.292860 + Penalty 2770.354862 = -533090.937998
  nChanged 10
		SP:Iteration 80F (50378.290000 sec): 3 clusters
  Score: Raw -535868.653186 + Penalty 2770.354862 = -533098.298324
  nChanged 12
		SP:Iteration 81Q (50378.480000 sec): 3 clusters
  Score: Raw -535877.900121 + Penalty 2770.354862 = -533107.545259
  nChanged 9
		SP:Iteration 82Q (50378.630000 sec): 3 clusters
  Score: Raw -535884.839204 + Penalty 2770.354862 = -533114.484342
  nChanged 4
		SP:Iteration 83Q (50378.780000 sec): 3 clusters
  Score: Raw -535887.191163 + Penalty 2770.354862 = -533116.836301
  nChanged 3
		SP:Iteration 84Q (50378.950000 sec): 3 clusters
  Score: Raw -535889.049575 + Penalty 2770.354862 = -533118.694713
  nChanged 4
		SP:Iteration 85Q (50379.160000 sec): 3 clusters
  Score: Raw -535891.376836 + Penalty 2770.354862 = -533121.021975
  nChanged 4
		SP:Iteration 86Q (50379.290000 sec): 3 clusters
  Score: Raw -535893.117006 + Penalty 2770.354862 = -533122.762145
  nChanged 0
		SP:Iteration 87F (50379.410000 sec): 3 clusters
  Score: Raw -535893.117006 + Penalty 2770.354862 = -533122.762145
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (4053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50379.510000 sec): 2 clusters
  Score: Raw -384419.882103 + Penalty 1349.922052 = -383069.960051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50379.640000 sec): 3 clusters
  Score: Raw -382414.813553 + Penalty 2699.844104 = -379714.969449
  nChanged 1572
		SP:Iteration 1F (50379.800000 sec): 3 clusters
  Score: Raw -383362.500320 + Penalty 2699.844104 = -380662.656216
  nChanged 297
		SP:Iteration 2F (50379.960000 sec): 3 clusters
  Score: Raw -383581.503427 + Penalty 2699.844104 = -380881.659323
  nChanged 245
		SP:Iteration 3F (50380.080000 sec): 3 clusters
  Score: Raw -383736.596738 + Penalty 2699.844104 = -381036.752634
  nChanged 206
		SP:Iteration 4F (50380.240000 sec): 3 clusters
  Score: Raw -383883.761854 + Penalty 2699.844104 = -381183.917751
  nChanged 203
		SP:Iteration 5F (50380.390000 sec): 3 clusters
  Score: Raw -384027.991712 + Penalty 2699.844104 = -381328.147609
  nChanged 187
		SP:Iteration 6Q (50380.520000 sec): 3 clusters
  Score: Raw -384144.342352 + Penalty 2699.844104 = -381444.498248
  nChanged 143
		SP:Iteration 7Q (50380.680000 sec): 3 clusters
  Score: Raw -384240.845478 + Penalty 2699.844104 = -381541.001374
  nChanged 134
		SP:Iteration 8Q (50380.860000 sec): 3 clusters
  Score: Raw -384316.564785 + Penalty 2699.844104 = -381616.720681
  nChanged 104
		SP:Iteration 9Q (50381.000000 sec): 3 clusters
  Score: Raw -384366.564141 + Penalty 2699.844104 = -381666.720037
  nChanged 83
		SP:Iteration 10Q (50381.160000 sec): 3 clusters
  Score: Raw -384408.664951 + Penalty 2699.844104 = -381708.820848
  nChanged 69
		SP:Iteration 11Q (50381.340000 sec): 3 clusters
  Score: Raw -384448.327946 + Penalty 2699.844104 = -381748.483843
  nChanged 73
		SP:Iteration 12Q (50381.480000 sec): 3 clusters
  Score: Raw -384486.020676 + Penalty 2699.844104 = -381786.176572
  nChanged 71
		SP:Iteration 13Q (50381.590000 sec): 3 clusters
  Score: Raw -384512.016568 + Penalty 2699.844104 = -381812.172465
  nChanged 52
		SP:Iteration 14Q (50381.760000 sec): 3 clusters
  Score: Raw -384531.845008 + Penalty 2699.844104 = -381832.000905
  nChanged 41
		SP:Iteration 15Q (50381.940000 sec): 3 clusters
  Score: Raw -384549.012719 + Penalty 2699.844104 = -381849.168615
  nChanged 41
		SP:Iteration 16Q (50382.110000 sec): 3 clusters
  Score: Raw -384563.394466 + Penalty 2699.844104 = -381863.550362
  nChanged 26
		SP:Iteration 17Q (50382.260000 sec): 3 clusters
  Score: Raw -384571.890923 + Penalty 2699.844104 = -381872.046819
  nChanged 21
		SP:Iteration 18Q (50382.490000 sec): 3 clusters
  Score: Raw -384581.034801 + Penalty 2699.844104 = -381881.190697
  nChanged 30
		SP:Iteration 19Q (50382.640000 sec): 3 clusters
  Score: Raw -384592.443147 + Penalty 2699.844104 = -381892.599043
  nChanged 22
		SP:Iteration 20F (50382.840000 sec): 3 clusters
  Score: Raw -384601.808888 + Penalty 2699.844104 = -381901.964785
  nChanged 25
		SP:Iteration 21Q (50383.000000 sec): 3 clusters
  Score: Raw -384610.788023 + Penalty 2699.844104 = -381910.943919
  nChanged 24
		SP:Iteration 22Q (50383.170000 sec): 3 clusters
  Score: Raw -384619.313540 + Penalty 2699.844104 = -381919.469437
  nChanged 20
		SP:Iteration 23Q (50383.370000 sec): 3 clusters
  Score: Raw -384627.142288 + Penalty 2699.844104 = -381927.298184
  nChanged 24
		SP:Iteration 24Q (50383.520000 sec): 3 clusters
  Score: Raw -384637.007381 + Penalty 2699.844104 = -381937.163278
  nChanged 28
		SP:Iteration 25Q (50383.690000 sec): 3 clusters
  Score: Raw -384648.685955 + Penalty 2699.844104 = -381948.841851
  nChanged 22
		SP:Iteration 26Q (50383.890000 sec): 3 clusters
  Score: Raw -384659.877378 + Penalty 2699.844104 = -381960.033275
  nChanged 28
		SP:Iteration 27Q (50383.980000 sec): 3 clusters
  Score: Raw -384670.425518 + Penalty 2699.844104 = -381970.581414
  nChanged 34
		SP:Iteration 28Q (50384.160000 sec): 3 clusters
  Score: Raw -384683.063340 + Penalty 2699.844104 = -381983.219237
  nChanged 25
		SP:Iteration 29Q (50384.320000 sec): 3 clusters
  Score: Raw -384691.877617 + Penalty 2699.844104 = -381992.033514
  nChanged 22
		SP:Iteration 30Q (50384.500000 sec): 3 clusters
  Score: Raw -384700.543968 + Penalty 2699.844104 = -382000.699864
  nChanged 25
		SP:Iteration 31Q (50384.680000 sec): 3 clusters
  Score: Raw -384708.266452 + Penalty 2699.844104 = -382008.422349
  nChanged 21
		SP:Iteration 32Q (50384.850000 sec): 3 clusters
  Score: Raw -384715.608457 + Penalty 2699.844104 = -382015.764354
  nChanged 17
		SP:Iteration 33Q (50385.040000 sec): 3 clusters
  Score: Raw -384720.635065 + Penalty 2699.844104 = -382020.790961
  nChanged 14
		SP:Iteration 34Q (50385.180000 sec): 3 clusters
  Score: Raw -384725.311869 + Penalty 2699.844104 = -382025.467765
  nChanged 14
		SP:Iteration 35Q (50385.340000 sec): 3 clusters
  Score: Raw -384730.078400 + Penalty 2699.844104 = -382030.234297
  nChanged 13
		SP:Iteration 36Q (50385.500000 sec): 3 clusters
  Score: Raw -384735.161719 + Penalty 2699.844104 = -382035.317615
  nChanged 14
		SP:Iteration 37Q (50385.670000 sec): 3 clusters
  Score: Raw -384739.961530 + Penalty 2699.844104 = -382040.117426
  nChanged 18
		SP:Iteration 38Q (50385.780000 sec): 3 clusters
  Score: Raw -384745.552084 + Penalty 2699.844104 = -382045.707980
  nChanged 16
		SP:Iteration 39Q (50385.920000 sec): 3 clusters
  Score: Raw -384750.949105 + Penalty 2699.844104 = -382051.105001
  nChanged 15
		SP:Iteration 40F (50386.110000 sec): 3 clusters
  Score: Raw -384758.639232 + Penalty 2699.844104 = -382058.795128
  nChanged 19
		SP:Iteration 41Q (50386.260000 sec): 3 clusters
  Score: Raw -384767.045225 + Penalty 2699.844104 = -382067.201121
  nChanged 15
		SP:Iteration 42Q (50386.410000 sec): 3 clusters
  Score: Raw -384774.206833 + Penalty 2699.844104 = -382074.362730
  nChanged 18
		SP:Iteration 43Q (50386.580000 sec): 3 clusters
  Score: Raw -384780.311530 + Penalty 2699.844104 = -382080.467426
  nChanged 13
		SP:Iteration 44Q (50386.780000 sec): 3 clusters
  Score: Raw -384785.529071 + Penalty 2699.844104 = -382085.684967
  nChanged 15
		SP:Iteration 45Q (50386.930000 sec): 3 clusters
  Score: Raw -384792.720955 + Penalty 2699.844104 = -382092.876851
  nChanged 17
		SP:Iteration 46Q (50387.100000 sec): 3 clusters
  Score: Raw -384799.388809 + Penalty 2699.844104 = -382099.544706
  nChanged 12
		SP:Iteration 47Q (50387.230000 sec): 3 clusters
  Score: Raw -384803.214508 + Penalty 2699.844104 = -382103.370404
  nChanged 9
		SP:Iteration 48Q (50387.380000 sec): 3 clusters
  Score: Raw -384806.093430 + Penalty 2699.844104 = -382106.249327
  nChanged 8
		SP:Iteration 49Q (50387.550000 sec): 3 clusters
  Score: Raw -384808.901765 + Penalty 2699.844104 = -382109.057662
  nChanged 10
		SP:Iteration 50Q (50387.690000 sec): 3 clusters
  Score: Raw -384811.221230 + Penalty 2699.844104 = -382111.377127
  nChanged 3
		SP:Iteration 51Q (50387.840000 sec): 3 clusters
  Score: Raw -384812.070620 + Penalty 2699.844104 = -382112.226517
  nChanged 4
		SP:Iteration 52Q (50388.070000 sec): 3 clusters
  Score: Raw -384813.573159 + Penalty 2699.844104 = -382113.729056
  nChanged 7
		SP:Iteration 53Q (50388.240000 sec): 3 clusters
  Score: Raw -384816.839786 + Penalty 2699.844104 = -382116.995682
  nChanged 7
		SP:Iteration 54Q (50388.440000 sec): 3 clusters
  Score: Raw -384818.666708 + Penalty 2699.844104 = -382118.822605
  nChanged 6
		SP:Iteration 55Q (50388.590000 sec): 3 clusters
  Score: Raw -384819.933936 + Penalty 2699.844104 = -382120.089833
  nChanged 3
		SP:Iteration 56Q (50388.770000 sec): 3 clusters
  Score: Raw -384820.320058 + Penalty 2699.844104 = -382120.475955
  nChanged 0
		SP:Iteration 57F (50388.940000 sec): 3 clusters
  Score: Raw -384820.320058 + Penalty 2699.844104 = -382120.475955
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50389.030000 sec): 2 clusters
  Score: Raw -228339.621720 + Penalty 1263.550559 = -227076.071160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50389.220000 sec): 3 clusters
  Score: Raw -227282.434982 + Penalty 2527.101119 = -224755.333864
  nChanged 876
		SP:Iteration 1F (50389.370000 sec): 3 clusters
  Score: Raw -227860.148468 + Penalty 2527.101119 = -225333.047349
  nChanged 204
		SP:Iteration 2F (50389.480000 sec): 3 clusters
  Score: Raw -228030.753174 + Penalty 2527.101119 = -225503.652055
  nChanged 145
		SP:Iteration 3F (50389.650000 sec): 3 clusters
  Score: Raw -228160.049610 + Penalty 2527.101119 = -225632.948491
  nChanged 101
		SP:Iteration 4Q (50389.890000 sec): 3 clusters
  Score: Raw -228247.563278 + Penalty 2527.101119 = -225720.462159
  nChanged 87
		SP:Iteration 5Q (50390.020000 sec): 3 clusters
  Score: Raw -228318.023750 + Penalty 2527.101119 = -225790.922631
  nChanged 68
		SP:Iteration 6Q (50390.190000 sec): 3 clusters
  Score: Raw -228377.438930 + Penalty 2527.101119 = -225850.337811
  nChanged 66
		SP:Iteration 7Q (50390.380000 sec): 3 clusters
  Score: Raw -228418.349810 + Penalty 2527.101119 = -225891.248692
  nChanged 63
		SP:Iteration 8Q (50390.570000 sec): 3 clusters
  Score: Raw -228473.565597 + Penalty 2527.101119 = -225946.464478
  nChanged 72
		SP:Iteration 9Q (50390.720000 sec): 3 clusters
  Score: Raw -228528.513529 + Penalty 2527.101119 = -226001.412410
  nChanged 59
		SP:Iteration 10Q (50390.900000 sec): 3 clusters
  Score: Raw -228576.559158 + Penalty 2527.101119 = -226049.458039
  nChanged 59
		SP:Iteration 11Q (50390.950000 sec): 3 clusters
  Score: Raw -228625.365469 + Penalty 2527.101119 = -226098.264350
  nChanged 47
		SP:Iteration 12Q (50391.080000 sec): 3 clusters
  Score: Raw -228653.557728 + Penalty 2527.101119 = -226126.456609
  nChanged 36
		SP:Iteration 13Q (50391.250000 sec): 3 clusters
  Score: Raw -228670.420099 + Penalty 2527.101119 = -226143.318981
  nChanged 31
		SP:Iteration 14Q (50391.430000 sec): 3 clusters
  Score: Raw -228686.406865 + Penalty 2527.101119 = -226159.305746
  nChanged 27
		SP:Iteration 15Q (50391.590000 sec): 3 clusters
  Score: Raw -228702.119708 + Penalty 2527.101119 = -226175.018589
  nChanged 20
		SP:Iteration 16Q (50391.770000 sec): 3 clusters
  Score: Raw -228710.080359 + Penalty 2527.101119 = -226182.979240
  nChanged 15
		SP:Iteration 17Q (50391.900000 sec): 3 clusters
  Score: Raw -228716.076255 + Penalty 2527.101119 = -226188.975136
  nChanged 6
		SP:Iteration 18Q (50392.010000 sec): 3 clusters
  Score: Raw -228719.615120 + Penalty 2527.101119 = -226192.514002
  nChanged 14
		SP:Iteration 19Q (50392.160000 sec): 3 clusters
  Score: Raw -228724.310609 + Penalty 2527.101119 = -226197.209491
  nChanged 3
		SP:Iteration 20F (50392.330000 sec): 3 clusters
  Score: Raw -228724.741130 + Penalty 2527.101119 = -226197.640012
  nChanged 3
		SP:Iteration 21Q (50392.470000 sec): 3 clusters
  Score: Raw -228725.697552 + Penalty 2527.101119 = -226198.596433
  nChanged 2
		SP:Iteration 22Q (50392.650000 sec): 3 clusters
  Score: Raw -228726.793954 + Penalty 2527.101119 = -226199.692835
  nChanged 2
		SP:Iteration 23Q (50392.750000 sec): 3 clusters
  Score: Raw -228728.226598 + Penalty 2527.101119 = -226201.125480
  nChanged 6
		SP:Iteration 24Q (50392.830000 sec): 3 clusters
  Score: Raw -228729.739765 + Penalty 2527.101119 = -226202.638646
  nChanged 5
		SP:Iteration 25Q (50392.870000 sec): 3 clusters
  Score: Raw -228731.225035 + Penalty 2527.101119 = -226204.123916
  nChanged 1
		SP:Iteration 26Q (50393.050000 sec): 3 clusters
  Score: Raw -228731.575682 + Penalty 2527.101119 = -226204.474564
  nChanged 1
		SP:Iteration 27Q (50393.230000 sec): 3 clusters
  Score: Raw -228731.832664 + Penalty 2527.101119 = -226204.731545
  nChanged 2
		SP:Iteration 28Q (50393.370000 sec): 3 clusters
  Score: Raw -228733.131136 + Penalty 2527.101119 = -226206.030017
  nChanged 1
		SP:Iteration 29Q (50393.550000 sec): 3 clusters
  Score: Raw -228733.535978 + Penalty 2527.101119 = -226206.434860
  nChanged 0
		SP:Iteration 30F (50393.740000 sec): 3 clusters
  Score: Raw -228733.535978 + Penalty 2527.101119 = -226206.434860
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50393.830000 sec): 2 clusters
  Score: Raw -673250.814373 + Penalty 1439.531108 = -671811.283266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50394.010000 sec): 3 clusters
  Score: Raw -669422.234655 + Penalty 2879.062215 = -666543.172440
  nChanged 2983
		SP:Iteration 1F (50394.190000 sec): 3 clusters
  Score: Raw -671135.337071 + Penalty 2879.062215 = -668256.274855
  nChanged 556
		SP:Iteration 2F (50394.440000 sec): 3 clusters
  Score: Raw -671493.493676 + Penalty 2879.062215 = -668614.431460
  nChanged 436
		SP:Iteration 3F (50394.580000 sec): 3 clusters
  Score: Raw -671760.619213 + Penalty 2879.062215 = -668881.556998
  nChanged 387
		SP:Iteration 4F (50394.790000 sec): 3 clusters
  Score: Raw -671991.948685 + Penalty 2879.062215 = -669112.886470
  nChanged 321
		SP:Iteration 5Q (50394.970000 sec): 3 clusters
  Score: Raw -672169.372714 + Penalty 2879.062215 = -669290.310499
  nChanged 297
		SP:Iteration 6Q (50395.150000 sec): 3 clusters
  Score: Raw -672343.228091 + Penalty 2879.062215 = -669464.165876
  nChanged 287
		SP:Iteration 7Q (50395.330000 sec): 3 clusters
  Score: Raw -672493.838033 + Penalty 2879.062215 = -669614.775818
  nChanged 240
		SP:Iteration 8Q (50395.560000 sec): 3 clusters
  Score: Raw -672618.483285 + Penalty 2879.062215 = -669739.421069
  nChanged 219
		SP:Iteration 9Q (50395.740000 sec): 3 clusters
  Score: Raw -672726.846711 + Penalty 2879.062215 = -669847.784496
  nChanged 186
		SP:Iteration 10Q (50395.940000 sec): 3 clusters
  Score: Raw -672816.832179 + Penalty 2879.062215 = -669937.769964
  nChanged 166
		SP:Iteration 11Q (50396.140000 sec): 3 clusters
  Score: Raw -672890.736449 + Penalty 2879.062215 = -670011.674234
  nChanged 146
		SP:Iteration 12Q (50396.330000 sec): 3 clusters
  Score: Raw -672960.214895 + Penalty 2879.062215 = -670081.152680
  nChanged 132
		SP:Iteration 13Q (50396.490000 sec): 3 clusters
  Score: Raw -673013.900984 + Penalty 2879.062215 = -670134.838769
  nChanged 113
		SP:Iteration 14Q (50396.640000 sec): 3 clusters
  Score: Raw -673056.917325 + Penalty 2879.062215 = -670177.855110
  nChanged 91
		SP:Iteration 15Q (50396.880000 sec): 3 clusters
  Score: Raw -673084.515354 + Penalty 2879.062215 = -670205.453139
  nChanged 54
		SP:Iteration 16Q (50397.040000 sec): 3 clusters
  Score: Raw -673101.225471 + Penalty 2879.062215 = -670222.163256
  nChanged 53
		SP:Iteration 17Q (50397.250000 sec): 3 clusters
  Score: Raw -673116.001356 + Penalty 2879.062215 = -670236.939141
  nChanged 49
		SP:Iteration 18Q (50397.420000 sec): 3 clusters
  Score: Raw -673126.222417 + Penalty 2879.062215 = -670247.160202
  nChanged 41
		SP:Iteration 19Q (50397.600000 sec): 3 clusters
  Score: Raw -673134.522606 + Penalty 2879.062215 = -670255.460391
  nChanged 41
		SP:Iteration 20F (50397.770000 sec): 3 clusters
  Score: Raw -673146.216762 + Penalty 2879.062215 = -670267.154547
  nChanged 48
		SP:Iteration 21Q (50397.960000 sec): 3 clusters
  Score: Raw -673160.741322 + Penalty 2879.062215 = -670281.679107
  nChanged 39
		SP:Iteration 22Q (50398.130000 sec): 3 clusters
  Score: Raw -673172.683966 + Penalty 2879.062215 = -670293.621751
  nChanged 50
		SP:Iteration 23Q (50398.330000 sec): 3 clusters
  Score: Raw -673190.184987 + Penalty 2879.062215 = -670311.122772
  nChanged 43
		SP:Iteration 24Q (50398.510000 sec): 3 clusters
  Score: Raw -673204.088683 + Penalty 2879.062215 = -670325.026468
  nChanged 43
		SP:Iteration 25Q (50398.650000 sec): 3 clusters
  Score: Raw -673216.827137 + Penalty 2879.062215 = -670337.764922
  nChanged 36
		SP:Iteration 26Q (50398.870000 sec): 3 clusters
  Score: Raw -673227.444913 + Penalty 2879.062215 = -670348.382698
  nChanged 40
		SP:Iteration 27Q (50399.100000 sec): 3 clusters
  Score: Raw -673237.661615 + Penalty 2879.062215 = -670358.599400
  nChanged 35
		SP:Iteration 28Q (50399.290000 sec): 3 clusters
  Score: Raw -673246.107303 + Penalty 2879.062215 = -670367.045088
  nChanged 33
		SP:Iteration 29Q (50399.510000 sec): 3 clusters
  Score: Raw -673255.779900 + Penalty 2879.062215 = -670376.717685
  nChanged 24
		SP:Iteration 30Q (50399.710000 sec): 3 clusters
  Score: Raw -673260.514168 + Penalty 2879.062215 = -670381.451953
  nChanged 27
		SP:Iteration 31Q (50399.900000 sec): 3 clusters
  Score: Raw -673266.755836 + Penalty 2879.062215 = -670387.693621
  nChanged 26
		SP:Iteration 32Q (50400.100000 sec): 3 clusters
  Score: Raw -673274.007857 + Penalty 2879.062215 = -670394.945642
  nChanged 30
		SP:Iteration 33Q (50400.320000 sec): 3 clusters
  Score: Raw -673284.259589 + Penalty 2879.062215 = -670405.197374
  nChanged 26
		SP:Iteration 34Q (50400.530000 sec): 3 clusters
  Score: Raw -673293.201071 + Penalty 2879.062215 = -670414.138855
  nChanged 37
		SP:Iteration 35Q (50400.690000 sec): 3 clusters
  Score: Raw -673304.432608 + Penalty 2879.062215 = -670425.370393
  nChanged 37
		SP:Iteration 36Q (50400.900000 sec): 3 clusters
  Score: Raw -673316.176920 + Penalty 2879.062215 = -670437.114704
  nChanged 43
		SP:Iteration 37Q (50401.060000 sec): 3 clusters
  Score: Raw -673331.544309 + Penalty 2879.062215 = -670452.482094
  nChanged 43
		SP:Iteration 38Q (50401.260000 sec): 3 clusters
  Score: Raw -673345.332064 + Penalty 2879.062215 = -670466.269848
  nChanged 36
		SP:Iteration 39Q (50401.490000 sec): 3 clusters
  Score: Raw -673360.414192 + Penalty 2879.062215 = -670481.351977
  nChanged 43
		SP:Iteration 40F (50401.630000 sec): 3 clusters
  Score: Raw -673377.614967 + Penalty 2879.062215 = -670498.552752
  nChanged 45
		SP:Iteration 41Q (50401.890000 sec): 3 clusters
  Score: Raw -673395.756512 + Penalty 2879.062215 = -670516.694297
  nChanged 51
		SP:Iteration 42Q (50402.050000 sec): 3 clusters
  Score: Raw -673418.986695 + Penalty 2879.062215 = -670539.924480
  nChanged 45
		SP:Iteration 43Q (50402.240000 sec): 3 clusters
  Score: Raw -673438.861677 + Penalty 2879.062215 = -670559.799462
  nChanged 53
		SP:Iteration 44Q (50402.440000 sec): 3 clusters
  Score: Raw -673458.847960 + Penalty 2879.062215 = -670579.785745
  nChanged 33
		SP:Iteration 45Q (50402.600000 sec): 3 clusters
  Score: Raw -673471.619058 + Penalty 2879.062215 = -670592.556843
  nChanged 39
		SP:Iteration 46Q (50402.760000 sec): 3 clusters
  Score: Raw -673483.948598 + Penalty 2879.062215 = -670604.886383
  nChanged 28
		SP:Iteration 47Q (50402.960000 sec): 3 clusters
  Score: Raw -673494.530189 + Penalty 2879.062215 = -670615.467974
  nChanged 26
		SP:Iteration 48Q (50403.100000 sec): 3 clusters
  Score: Raw -673504.602862 + Penalty 2879.062215 = -670625.540647
  nChanged 27
		SP:Iteration 49Q (50403.310000 sec): 3 clusters
  Score: Raw -673518.135560 + Penalty 2879.062215 = -670639.073345
  nChanged 44
		SP:Iteration 50Q (50403.480000 sec): 3 clusters
  Score: Raw -673540.789486 + Penalty 2879.062215 = -670661.727270
  nChanged 51
		SP:Iteration 51Q (50403.710000 sec): 3 clusters
  Score: Raw -673567.342379 + Penalty 2879.062215 = -670688.280164
  nChanged 42
		SP:Iteration 52Q (50403.900000 sec): 3 clusters
  Score: Raw -673586.829719 + Penalty 2879.062215 = -670707.767504
  nChanged 32
		SP:Iteration 53Q (50404.040000 sec): 3 clusters
  Score: Raw -673600.563806 + Penalty 2879.062215 = -670721.501591
  nChanged 28
		SP:Iteration 54Q (50404.210000 sec): 3 clusters
  Score: Raw -673612.293295 + Penalty 2879.062215 = -670733.231080
  nChanged 25
		SP:Iteration 55Q (50404.430000 sec): 3 clusters
  Score: Raw -673622.486498 + Penalty 2879.062215 = -670743.424283
  nChanged 27
		SP:Iteration 56Q (50404.650000 sec): 3 clusters
  Score: Raw -673634.809034 + Penalty 2879.062215 = -670755.746819
  nChanged 24
		SP:Iteration 57Q (50404.800000 sec): 3 clusters
  Score: Raw -673642.391648 + Penalty 2879.062215 = -670763.329432
  nChanged 14
		SP:Iteration 58Q (50405.050000 sec): 3 clusters
  Score: Raw -673645.852652 + Penalty 2879.062215 = -670766.790437
  nChanged 10
		SP:Iteration 59Q (50405.200000 sec): 3 clusters
  Score: Raw -673649.000683 + Penalty 2879.062215 = -670769.938468
  nChanged 9
		SP:Iteration 60F (50405.330000 sec): 3 clusters
  Score: Raw -673651.356642 + Penalty 2879.062215 = -670772.294427
  nChanged 5
		SP:Iteration 61Q (50405.560000 sec): 3 clusters
  Score: Raw -673652.652970 + Penalty 2879.062215 = -670773.590755
  nChanged 8
		SP:Iteration 62Q (50405.740000 sec): 3 clusters
  Score: Raw -673654.762831 + Penalty 2879.062215 = -670775.700616
  nChanged 7
		SP:Iteration 63Q (50405.940000 sec): 3 clusters
  Score: Raw -673656.354811 + Penalty 2879.062215 = -670777.292596
  nChanged 3
		SP:Iteration 64Q (50406.130000 sec): 3 clusters
  Score: Raw -673657.063798 + Penalty 2879.062215 = -670778.001583
  nChanged 4
		SP:Iteration 65Q (50406.320000 sec): 3 clusters
  Score: Raw -673658.190878 + Penalty 2879.062215 = -670779.128663
  nChanged 9
		SP:Iteration 66Q (50406.520000 sec): 3 clusters
  Score: Raw -673663.138101 + Penalty 2879.062215 = -670784.075886
  nChanged 9
		SP:Iteration 67Q (50406.710000 sec): 3 clusters
  Score: Raw -673665.498662 + Penalty 2879.062215 = -670786.436447
  nChanged 6
		SP:Iteration 68Q (50406.900000 sec): 3 clusters
  Score: Raw -673666.996047 + Penalty 2879.062215 = -670787.933832
  nChanged 6
		SP:Iteration 69Q (50407.090000 sec): 3 clusters
  Score: Raw -673668.706482 + Penalty 2879.062215 = -670789.644267
  nChanged 3
		SP:Iteration 70Q (50407.300000 sec): 3 clusters
  Score: Raw -673669.475409 + Penalty 2879.062215 = -670790.413194
  nChanged 2
		SP:Iteration 71Q (50407.510000 sec): 3 clusters
  Score: Raw -673670.097466 + Penalty 2879.062215 = -670791.035251
  nChanged 2
		SP:Iteration 72Q (50407.690000 sec): 3 clusters
  Score: Raw -673670.980003 + Penalty 2879.062215 = -670791.917788
  nChanged 3
		SP:Iteration 73Q (50407.930000 sec): 3 clusters
  Score: Raw -673672.302915 + Penalty 2879.062215 = -670793.240700
  nChanged 2
		SP:Iteration 74Q (50408.100000 sec): 3 clusters
  Score: Raw -673673.047165 + Penalty 2879.062215 = -670793.984950
  nChanged 3
		SP:Iteration 75Q (50408.280000 sec): 3 clusters
  Score: Raw -673673.442496 + Penalty 2879.062215 = -670794.380281
  nChanged 1
		SP:Iteration 76Q (50408.420000 sec): 3 clusters
  Score: Raw -673673.612380 + Penalty 2879.062215 = -670794.550165
  nChanged 0
		SP:Iteration 77F (50408.610000 sec): 3 clusters
  Score: Raw -673673.612380 + Penalty 2879.062215 = -670794.550165
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50408.810000 sec): 2 clusters
  Score: Raw -1632890.953048 + Penalty 1562.687514 = -1631328.265534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50409.060000 sec): 3 clusters
  Score: Raw -1623971.034982 + Penalty 3125.375027 = -1620845.659955
  nChanged 6619
		SP:Iteration 1F (50409.340000 sec): 3 clusters
  Score: Raw -1627722.346068 + Penalty 3125.375027 = -1624596.971041
  nChanged 822
		SP:Iteration 2F (50409.570000 sec): 3 clusters
  Score: Raw -1628113.120918 + Penalty 3125.375027 = -1624987.745891
  nChanged 778
		SP:Iteration 3F (50409.840000 sec): 3 clusters
  Score: Raw -1628495.601852 + Penalty 3125.375027 = -1625370.226825
  nChanged 769
		SP:Iteration 4F (50410.110000 sec): 3 clusters
  Score: Raw -1628874.238568 + Penalty 3125.375027 = -1625748.863541
  nChanged 795
		SP:Iteration 5F (50410.340000 sec): 3 clusters
  Score: Raw -1629258.162777 + Penalty 3125.375027 = -1626132.787750
  nChanged 765
		SP:Iteration 6F (50410.540000 sec): 3 clusters
  Score: Raw -1629625.138464 + Penalty 3125.375027 = -1626499.763437
  nChanged 744
		SP:Iteration 7Q (50410.720000 sec): 3 clusters
  Score: Raw -1629983.391490 + Penalty 3125.375027 = -1626858.016463
  nChanged 670
		SP:Iteration 8Q (50410.940000 sec): 3 clusters
  Score: Raw -1630331.554073 + Penalty 3125.375027 = -1627206.179046
  nChanged 596
		SP:Iteration 9Q (50411.210000 sec): 3 clusters
  Score: Raw -1630653.394129 + Penalty 3125.375027 = -1627528.019102
  nChanged 546
		SP:Iteration 10Q (50411.450000 sec): 3 clusters
  Score: Raw -1630952.946701 + Penalty 3125.375027 = -1627827.571674
  nChanged 503
		SP:Iteration 11Q (50411.660000 sec): 3 clusters
  Score: Raw -1631270.391447 + Penalty 3125.375027 = -1628145.016420
  nChanged 466
		SP:Iteration 12Q (50411.860000 sec): 3 clusters
  Score: Raw -1631575.661271 + Penalty 3125.375027 = -1628450.286244
  nChanged 412
		SP:Iteration 13Q (50412.070000 sec): 3 clusters
  Score: Raw -1631831.876389 + Penalty 3125.375027 = -1628706.501362
  nChanged 340
		SP:Iteration 14Q (50412.300000 sec): 3 clusters
  Score: Raw -1632018.178808 + Penalty 3125.375027 = -1628892.803781
  nChanged 284
		SP:Iteration 15Q (50412.520000 sec): 3 clusters
  Score: Raw -1632156.436158 + Penalty 3125.375027 = -1629031.061131
  nChanged 247
		SP:Iteration 16Q (50412.760000 sec): 3 clusters
  Score: Raw -1632268.230437 + Penalty 3125.375027 = -1629142.855410
  nChanged 216
		SP:Iteration 17Q (50412.990000 sec): 3 clusters
  Score: Raw -1632360.220328 + Penalty 3125.375027 = -1629234.845301
  nChanged 190
		SP:Iteration 18Q (50413.260000 sec): 3 clusters
  Score: Raw -1632436.558009 + Penalty 3125.375027 = -1629311.182982
  nChanged 192
		SP:Iteration 19Q (50413.460000 sec): 3 clusters
  Score: Raw -1632526.697769 + Penalty 3125.375027 = -1629401.322742
  nChanged 209
		SP:Iteration 20F (50413.700000 sec): 3 clusters
  Score: Raw -1632621.958996 + Penalty 3125.375027 = -1629496.583969
  nChanged 196
		SP:Iteration 21Q (50413.890000 sec): 3 clusters
  Score: Raw -1632708.799820 + Penalty 3125.375027 = -1629583.424793
  nChanged 170
		SP:Iteration 22Q (50414.100000 sec): 3 clusters
  Score: Raw -1632785.561096 + Penalty 3125.375027 = -1629660.186069
  nChanged 170
		SP:Iteration 23Q (50414.340000 sec): 3 clusters
  Score: Raw -1632872.299335 + Penalty 3125.375027 = -1629746.924308
  nChanged 160
		SP:Iteration 24Q (50414.540000 sec): 3 clusters
  Score: Raw -1632959.881537 + Penalty 3125.375027 = -1629834.506510
  nChanged 136
		SP:Iteration 25Q (50414.800000 sec): 3 clusters
  Score: Raw -1633033.678855 + Penalty 3125.375027 = -1629908.303828
  nChanged 124
		SP:Iteration 26Q (50415.040000 sec): 3 clusters
  Score: Raw -1633099.003241 + Penalty 3125.375027 = -1629973.628214
  nChanged 110
		SP:Iteration 27Q (50415.210000 sec): 3 clusters
  Score: Raw -1633153.384504 + Penalty 3125.375027 = -1630028.009477
  nChanged 94
		SP:Iteration 28Q (50415.420000 sec): 3 clusters
  Score: Raw -1633196.778458 + Penalty 3125.375027 = -1630071.403431
  nChanged 77
		SP:Iteration 29Q (50415.630000 sec): 3 clusters
  Score: Raw -1633227.517052 + Penalty 3125.375027 = -1630102.142025
  nChanged 59
		SP:Iteration 30Q (50415.840000 sec): 3 clusters
  Score: Raw -1633248.629972 + Penalty 3125.375027 = -1630123.254945
  nChanged 48
		SP:Iteration 31Q (50416.060000 sec): 3 clusters
  Score: Raw -1633264.449608 + Penalty 3125.375027 = -1630139.074581
  nChanged 28
		SP:Iteration 32Q (50416.300000 sec): 3 clusters
  Score: Raw -1633271.841709 + Penalty 3125.375027 = -1630146.466682
  nChanged 17
		SP:Iteration 33Q (50416.530000 sec): 3 clusters
  Score: Raw -1633275.850513 + Penalty 3125.375027 = -1630150.475486
  nChanged 14
		SP:Iteration 34Q (50416.720000 sec): 3 clusters
  Score: Raw -1633280.088272 + Penalty 3125.375027 = -1630154.713245
  nChanged 17
		SP:Iteration 35Q (50416.940000 sec): 3 clusters
  Score: Raw -1633284.827166 + Penalty 3125.375027 = -1630159.452139
  nChanged 16
		SP:Iteration 36Q (50417.100000 sec): 3 clusters
  Score: Raw -1633289.140287 + Penalty 3125.375027 = -1630163.765260
  nChanged 12
		SP:Iteration 37Q (50417.360000 sec): 3 clusters
  Score: Raw -1633291.941852 + Penalty 3125.375027 = -1630166.566825
  nChanged 8
		SP:Iteration 38Q (50417.620000 sec): 3 clusters
  Score: Raw -1633294.002456 + Penalty 3125.375027 = -1630168.627429
  nChanged 8
		SP:Iteration 39Q (50417.840000 sec): 3 clusters
  Score: Raw -1633296.245573 + Penalty 3125.375027 = -1630170.870546
  nChanged 5
		SP:Iteration 40F (50418.040000 sec): 3 clusters
  Score: Raw -1633297.858636 + Penalty 3125.375027 = -1630172.483609
  nChanged 5
		SP:Iteration 41Q (50418.290000 sec): 3 clusters
  Score: Raw -1633298.720999 + Penalty 3125.375027 = -1630173.345972
  nChanged 2
		SP:Iteration 42Q (50418.520000 sec): 3 clusters
  Score: Raw -1633299.049709 + Penalty 3125.375027 = -1630173.674682
  nChanged 3
		SP:Iteration 43Q (50418.700000 sec): 3 clusters
  Score: Raw -1633300.229995 + Penalty 3125.375027 = -1630174.854968
  nChanged 5
		SP:Iteration 44Q (50418.920000 sec): 3 clusters
  Score: Raw -1633301.485425 + Penalty 3125.375027 = -1630176.110398
  nChanged 5
		SP:Iteration 45Q (50419.130000 sec): 3 clusters
  Score: Raw -1633302.972070 + Penalty 3125.375027 = -1630177.597043
  nChanged 8
		SP:Iteration 46Q (50419.330000 sec): 3 clusters
  Score: Raw -1633305.250880 + Penalty 3125.375027 = -1630179.875853
  nChanged 7
		SP:Iteration 47Q (50419.530000 sec): 3 clusters
  Score: Raw -1633307.169343 + Penalty 3125.375027 = -1630181.794316
  nChanged 5
		SP:Iteration 48Q (50419.720000 sec): 3 clusters
  Score: Raw -1633308.841187 + Penalty 3125.375027 = -1630183.466160
  nChanged 6
		SP:Iteration 49Q (50419.930000 sec): 3 clusters
  Score: Raw -1633310.535307 + Penalty 3125.375027 = -1630185.160280
  nChanged 6
		SP:Iteration 50Q (50420.110000 sec): 3 clusters
  Score: Raw -1633313.170056 + Penalty 3125.375027 = -1630187.795029
  nChanged 9
		SP:Iteration 51Q (50420.330000 sec): 3 clusters
  Score: Raw -1633316.191286 + Penalty 3125.375027 = -1630190.816259
  nChanged 7
		SP:Iteration 52Q (50420.580000 sec): 3 clusters
  Score: Raw -1633319.139448 + Penalty 3125.375027 = -1630193.764421
  nChanged 5
		SP:Iteration 53Q (50420.760000 sec): 3 clusters
  Score: Raw -1633320.812232 + Penalty 3125.375027 = -1630195.437205
  nChanged 7
		SP:Iteration 54Q (50420.960000 sec): 3 clusters
  Score: Raw -1633322.451244 + Penalty 3125.375027 = -1630197.076217
  nChanged 4
		SP:Iteration 55Q (50421.190000 sec): 3 clusters
  Score: Raw -1633323.253790 + Penalty 3125.375027 = -1630197.878763
  nChanged 4
		SP:Iteration 56Q (50421.400000 sec): 3 clusters
  Score: Raw -1633324.443481 + Penalty 3125.375027 = -1630199.068454
  nChanged 3
		SP:Iteration 57Q (50421.600000 sec): 3 clusters
  Score: Raw -1633324.948153 + Penalty 3125.375027 = -1630199.573126
  nChanged 2
		SP:Iteration 58Q (50421.820000 sec): 3 clusters
  Score: Raw -1633325.433083 + Penalty 3125.375027 = -1630200.058056
  nChanged 2
		SP:Iteration 59Q (50422.000000 sec): 3 clusters
  Score: Raw -1633325.955296 + Penalty 3125.375027 = -1630200.580269
  nChanged 4
		SP:Iteration 60F (50422.280000 sec): 3 clusters
  Score: Raw -1633327.274005 + Penalty 3125.375027 = -1630201.898978
  nChanged 2
		SP:Iteration 61Q (50422.470000 sec): 3 clusters
  Score: Raw -1633327.939174 + Penalty 3125.375027 = -1630202.564147
  nChanged 3
		SP:Iteration 62Q (50422.680000 sec): 3 clusters
  Score: Raw -1633328.465506 + Penalty 3125.375027 = -1630203.090479
  nChanged 2
		SP:Iteration 63Q (50422.890000 sec): 3 clusters
  Score: Raw -1633328.736930 + Penalty 3125.375027 = -1630203.361903
  nChanged 4
		SP:Iteration 64Q (50423.120000 sec): 3 clusters
  Score: Raw -1633329.697070 + Penalty 3125.375027 = -1630204.322043
  nChanged 7
		SP:Iteration 65Q (50423.350000 sec): 3 clusters
  Score: Raw -1633332.535476 + Penalty 3125.375027 = -1630207.160449
  nChanged 8
		SP:Iteration 66Q (50423.590000 sec): 3 clusters
  Score: Raw -1633335.050255 + Penalty 3125.375027 = -1630209.675228
  nChanged 7
		SP:Iteration 67Q (50423.820000 sec): 3 clusters
  Score: Raw -1633337.521904 + Penalty 3125.375027 = -1630212.146877
  nChanged 5
		SP:Iteration 68Q (50424.030000 sec): 3 clusters
  Score: Raw -1633338.998712 + Penalty 3125.375027 = -1630213.623685
  nChanged 3
		SP:Iteration 69Q (50424.190000 sec): 3 clusters
  Score: Raw -1633340.005274 + Penalty 3125.375027 = -1630214.630247
  nChanged 1
		SP:Iteration 70Q (50424.470000 sec): 3 clusters
  Score: Raw -1633340.179597 + Penalty 3125.375027 = -1630214.804570
  nChanged 0
		SP:Iteration 71F (50424.680000 sec): 3 clusters
  Score: Raw -1633340.179597 + Penalty 3125.375027 = -1630214.804570
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (5184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50424.820000 sec): 2 clusters
  Score: Raw -549635.906697 + Penalty 1389.916489 = -548245.990209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50424.940000 sec): 3 clusters
  Score: Raw -546980.450493 + Penalty 2779.832977 = -544200.617516
  nChanged 2089
		SP:Iteration 1F (50425.150000 sec): 3 clusters
  Score: Raw -548094.010044 + Penalty 2779.832977 = -545314.177067
  nChanged 396
		SP:Iteration 2F (50425.260000 sec): 3 clusters
  Score: Raw -548318.059644 + Penalty 2779.832977 = -545538.226667
  nChanged 327
		SP:Iteration 3F (50425.400000 sec): 3 clusters
  Score: Raw -548488.146495 + Penalty 2779.832977 = -545708.313517
  nChanged 266
		SP:Iteration 4F (50425.560000 sec): 3 clusters
  Score: Raw -548635.416079 + Penalty 2779.832977 = -545855.583102
  nChanged 236
		SP:Iteration 5Q (50425.690000 sec): 3 clusters
  Score: Raw -548763.166309 + Penalty 2779.832977 = -545983.333331
  nChanged 206
		SP:Iteration 6Q (50425.880000 sec): 3 clusters
  Score: Raw -548876.297502 + Penalty 2779.832977 = -546096.464525
  nChanged 185
		SP:Iteration 7Q (50426.000000 sec): 3 clusters
  Score: Raw -548987.385346 + Penalty 2779.832977 = -546207.552369
  nChanged 182
		SP:Iteration 8Q (50426.150000 sec): 3 clusters
  Score: Raw -549109.570113 + Penalty 2779.832977 = -546329.737136
  nChanged 169
		SP:Iteration 9Q (50426.290000 sec): 3 clusters
  Score: Raw -549218.893981 + Penalty 2779.832977 = -546439.061003
  nChanged 115
		SP:Iteration 10Q (50426.440000 sec): 3 clusters
  Score: Raw -549291.735021 + Penalty 2779.832977 = -546511.902044
  nChanged 107
		SP:Iteration 11Q (50426.580000 sec): 3 clusters
  Score: Raw -549363.468280 + Penalty 2779.832977 = -546583.635303
  nChanged 81
		SP:Iteration 12Q (50426.770000 sec): 3 clusters
  Score: Raw -549413.668412 + Penalty 2779.832977 = -546633.835434
  nChanged 75
		SP:Iteration 13Q (50426.930000 sec): 3 clusters
  Score: Raw -549458.792189 + Penalty 2779.832977 = -546678.959211
  nChanged 69
		SP:Iteration 14Q (50427.040000 sec): 3 clusters
  Score: Raw -549511.176271 + Penalty 2779.832977 = -546731.343294
  nChanged 64
		SP:Iteration 15Q (50427.230000 sec): 3 clusters
  Score: Raw -549560.891273 + Penalty 2779.832977 = -546781.058296
  nChanged 53
		SP:Iteration 16Q (50427.370000 sec): 3 clusters
  Score: Raw -549593.469072 + Penalty 2779.832977 = -546813.636095
  nChanged 44
		SP:Iteration 17Q (50427.520000 sec): 3 clusters
  Score: Raw -549625.668859 + Penalty 2779.832977 = -546845.835882
  nChanged 37
		SP:Iteration 18Q (50427.710000 sec): 3 clusters
  Score: Raw -549653.846119 + Penalty 2779.832977 = -546874.013141
  nChanged 33
		SP:Iteration 19Q (50427.810000 sec): 3 clusters
  Score: Raw -549684.100102 + Penalty 2779.832977 = -546904.267125
  nChanged 29
		SP:Iteration 20F (50427.960000 sec): 3 clusters
  Score: Raw -549708.364259 + Penalty 2779.832977 = -546928.531282
  nChanged 21
		SP:Iteration 21Q (50428.150000 sec): 3 clusters
  Score: Raw -549726.889411 + Penalty 2779.832977 = -546947.056433
  nChanged 8
		SP:Iteration 22Q (50428.270000 sec): 3 clusters
  Score: Raw -549731.940848 + Penalty 2779.832977 = -546952.107870
  nChanged 9
		SP:Iteration 23Q (50428.410000 sec): 3 clusters
  Score: Raw -549741.608507 + Penalty 2779.832977 = -546961.775530
  nChanged 11
		SP:Iteration 24Q (50428.590000 sec): 3 clusters
  Score: Raw -549750.861925 + Penalty 2779.832977 = -546971.028948
  nChanged 8
		SP:Iteration 25Q (50428.750000 sec): 3 clusters
  Score: Raw -549757.325407 + Penalty 2779.832977 = -546977.492429
  nChanged 6
		SP:Iteration 26Q (50428.890000 sec): 3 clusters
  Score: Raw -549761.828183 + Penalty 2779.832977 = -546981.995206
  nChanged 5
		SP:Iteration 27Q (50429.010000 sec): 3 clusters
  Score: Raw -549766.740084 + Penalty 2779.832977 = -546986.907107
  nChanged 7
		SP:Iteration 28Q (50429.160000 sec): 3 clusters
  Score: Raw -549774.281561 + Penalty 2779.832977 = -546994.448584
  nChanged 7
		SP:Iteration 29Q (50429.300000 sec): 3 clusters
  Score: Raw -549780.836933 + Penalty 2779.832977 = -547001.003955
  nChanged 6
		SP:Iteration 30Q (50429.460000 sec): 3 clusters
  Score: Raw -549787.339785 + Penalty 2779.832977 = -547007.506808
  nChanged 6
		SP:Iteration 31Q (50429.570000 sec): 3 clusters
  Score: Raw -549793.125143 + Penalty 2779.832977 = -547013.292166
  nChanged 4
		SP:Iteration 32Q (50429.740000 sec): 3 clusters
  Score: Raw -549797.030780 + Penalty 2779.832977 = -547017.197802
  nChanged 3
		SP:Iteration 33Q (50429.900000 sec): 3 clusters
  Score: Raw -549800.440665 + Penalty 2779.832977 = -547020.607688
  nChanged 4
		SP:Iteration 34Q (50430.070000 sec): 3 clusters
  Score: Raw -549804.373972 + Penalty 2779.832977 = -547024.540995
  nChanged 1
		SP:Iteration 35Q (50430.230000 sec): 3 clusters
  Score: Raw -549805.421370 + Penalty 2779.832977 = -547025.588392
  nChanged 0
		SP:Iteration 36F (50430.400000 sec): 3 clusters
  Score: Raw -549805.421370 + Penalty 2779.832977 = -547025.588392
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50430.510000 sec): 2 clusters
  Score: Raw -386194.712644 + Penalty 1334.012617 = -384860.700027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50430.730000 sec): 3 clusters
  Score: Raw -384394.295555 + Penalty 2668.025234 = -381726.270321
  nChanged 1390
		SP:Iteration 1F (50430.910000 sec): 3 clusters
  Score: Raw -385175.015541 + Penalty 2668.025234 = -382506.990307
  nChanged 269
		SP:Iteration 2F (50431.080000 sec): 3 clusters
  Score: Raw -385332.417989 + Penalty 2668.025234 = -382664.392755
  nChanged 201
		SP:Iteration 3F (50431.260000 sec): 3 clusters
  Score: Raw -385416.745440 + Penalty 2668.025234 = -382748.720206
  nChanged 121
		SP:Iteration 4Q (50431.430000 sec): 3 clusters
  Score: Raw -385465.965078 + Penalty 2668.025234 = -382797.939844
  nChanged 92
		SP:Iteration 5Q (50431.610000 sec): 3 clusters
  Score: Raw -385502.413154 + Penalty 2668.025234 = -382834.387920
  nChanged 87
		SP:Iteration 6Q (50431.790000 sec): 3 clusters
  Score: Raw -385540.469871 + Penalty 2668.025234 = -382872.444637
  nChanged 69
		SP:Iteration 7Q (50431.960000 sec): 3 clusters
  Score: Raw -385568.060762 + Penalty 2668.025234 = -382900.035529
  nChanged 65
		SP:Iteration 8Q (50432.140000 sec): 3 clusters
  Score: Raw -385595.827357 + Penalty 2668.025234 = -382927.802123
  nChanged 60
		SP:Iteration 9Q (50432.310000 sec): 3 clusters
  Score: Raw -385618.497719 + Penalty 2668.025234 = -382950.472485
  nChanged 47
		SP:Iteration 10Q (50432.490000 sec): 3 clusters
  Score: Raw -385634.830469 + Penalty 2668.025234 = -382966.805236
  nChanged 46
		SP:Iteration 11Q (50432.670000 sec): 3 clusters
  Score: Raw -385653.610789 + Penalty 2668.025234 = -382985.585555
  nChanged 41
		SP:Iteration 12Q (50432.840000 sec): 3 clusters
  Score: Raw -385671.975988 + Penalty 2668.025234 = -383003.950754
  nChanged 47
		SP:Iteration 13Q (50433.020000 sec): 3 clusters
  Score: Raw -385690.543976 + Penalty 2668.025234 = -383022.518742
  nChanged 40
		SP:Iteration 14Q (50433.240000 sec): 3 clusters
  Score: Raw -385703.337934 + Penalty 2668.025234 = -383035.312700
  nChanged 43
		SP:Iteration 15Q (50433.380000 sec): 3 clusters
  Score: Raw -385719.840329 + Penalty 2668.025234 = -383051.815095
  nChanged 42
		SP:Iteration 16Q (50433.610000 sec): 3 clusters
  Score: Raw -385737.857179 + Penalty 2668.025234 = -383069.831945
  nChanged 44
		SP:Iteration 17Q (50433.750000 sec): 3 clusters
  Score: Raw -385754.976939 + Penalty 2668.025234 = -383086.951705
  nChanged 36
		SP:Iteration 18Q (50433.990000 sec): 3 clusters
  Score: Raw -385770.654666 + Penalty 2668.025234 = -383102.629432
  nChanged 44
		SP:Iteration 19Q (50434.130000 sec): 3 clusters
  Score: Raw -385790.229382 + Penalty 2668.025234 = -383122.204149
  nChanged 47
		SP:Iteration 20F (50434.300000 sec): 3 clusters
  Score: Raw -385806.386798 + Penalty 2668.025234 = -383138.361564
  nChanged 34
		SP:Iteration 21Q (50434.520000 sec): 3 clusters
  Score: Raw -385820.257766 + Penalty 2668.025234 = -383152.232533
  nChanged 40
		SP:Iteration 22Q (50434.670000 sec): 3 clusters
  Score: Raw -385835.091259 + Penalty 2668.025234 = -383167.066025
  nChanged 42
		SP:Iteration 23Q (50434.850000 sec): 3 clusters
  Score: Raw -385851.877296 + Penalty 2668.025234 = -383183.852062
  nChanged 39
		SP:Iteration 24Q (50435.030000 sec): 3 clusters
  Score: Raw -385866.781280 + Penalty 2668.025234 = -383198.756046
  nChanged 44
		SP:Iteration 25Q (50435.200000 sec): 3 clusters
  Score: Raw -385884.083807 + Penalty 2668.025234 = -383216.058573
  nChanged 42
		SP:Iteration 26Q (50435.370000 sec): 3 clusters
  Score: Raw -385901.668582 + Penalty 2668.025234 = -383233.643348
  nChanged 43
		SP:Iteration 27Q (50435.550000 sec): 3 clusters
  Score: Raw -385917.581764 + Penalty 2668.025234 = -383249.556530
  nChanged 33
		SP:Iteration 28Q (50435.730000 sec): 3 clusters
  Score: Raw -385931.294833 + Penalty 2668.025234 = -383263.269599
  nChanged 24
		SP:Iteration 29Q (50435.900000 sec): 3 clusters
  Score: Raw -385939.139493 + Penalty 2668.025234 = -383271.114259
  nChanged 17
		SP:Iteration 30Q (50436.070000 sec): 3 clusters
  Score: Raw -385944.426959 + Penalty 2668.025234 = -383276.401725
  nChanged 22
		SP:Iteration 31Q (50436.240000 sec): 3 clusters
  Score: Raw -385952.480451 + Penalty 2668.025234 = -383284.455217
  nChanged 29
		SP:Iteration 32Q (50436.410000 sec): 3 clusters
  Score: Raw -385964.533779 + Penalty 2668.025234 = -383296.508546
  nChanged 23
		SP:Iteration 33Q (50436.590000 sec): 3 clusters
  Score: Raw -385974.929355 + Penalty 2668.025234 = -383306.904121
  nChanged 29
		SP:Iteration 34Q (50436.770000 sec): 3 clusters
  Score: Raw -385989.124497 + Penalty 2668.025234 = -383321.099263
  nChanged 39
		SP:Iteration 35Q (50436.940000 sec): 3 clusters
  Score: Raw -386006.682297 + Penalty 2668.025234 = -383338.657064
  nChanged 35
		SP:Iteration 36Q (50437.120000 sec): 3 clusters
  Score: Raw -386018.121813 + Penalty 2668.025234 = -383350.096579
  nChanged 28
		SP:Iteration 37Q (50437.290000 sec): 3 clusters
  Score: Raw -386031.650178 + Penalty 2668.025234 = -383363.624945
  nChanged 37
		SP:Iteration 38Q (50437.470000 sec): 3 clusters
  Score: Raw -386048.676635 + Penalty 2668.025234 = -383380.651401
  nChanged 38
		SP:Iteration 39Q (50437.640000 sec): 3 clusters
  Score: Raw -386065.862817 + Penalty 2668.025234 = -383397.837584
  nChanged 37
		SP:Iteration 40F (50437.820000 sec): 3 clusters
  Score: Raw -386087.123812 + Penalty 2668.025234 = -383419.098578
  nChanged 38
		SP:Iteration 41Q (50437.990000 sec): 3 clusters
  Score: Raw -386106.367965 + Penalty 2668.025234 = -383438.342731
  nChanged 44
		SP:Iteration 42Q (50438.170000 sec): 3 clusters
  Score: Raw -386127.419973 + Penalty 2668.025234 = -383459.394740
  nChanged 39
		SP:Iteration 43Q (50438.350000 sec): 3 clusters
  Score: Raw -386150.321236 + Penalty 2668.025234 = -383482.296002
  nChanged 42
		SP:Iteration 44Q (50438.520000 sec): 3 clusters
  Score: Raw -386172.463781 + Penalty 2668.025234 = -383504.438547
  nChanged 35
		SP:Iteration 45Q (50438.690000 sec): 3 clusters
  Score: Raw -386190.168772 + Penalty 2668.025234 = -383522.143538
  nChanged 37
		SP:Iteration 46Q (50438.870000 sec): 3 clusters
  Score: Raw -386209.420674 + Penalty 2668.025234 = -383541.395441
  nChanged 41
		SP:Iteration 47Q (50439.050000 sec): 3 clusters
  Score: Raw -386235.769004 + Penalty 2668.025234 = -383567.743770
  nChanged 43
		SP:Iteration 48Q (50439.220000 sec): 3 clusters
  Score: Raw -386264.848009 + Penalty 2668.025234 = -383596.822775
  nChanged 48
		SP:Iteration 49Q (50439.290000 sec): 3 clusters
  Score: Raw -386289.411736 + Penalty 2668.025234 = -383621.386502
  nChanged 37
		SP:Iteration 50Q (50439.450000 sec): 3 clusters
  Score: Raw -386312.025636 + Penalty 2668.025234 = -383644.000402
  nChanged 44
		SP:Iteration 51Q (50439.620000 sec): 3 clusters
  Score: Raw -386338.505008 + Penalty 2668.025234 = -383670.479774
  nChanged 45
		SP:Iteration 52Q (50439.800000 sec): 3 clusters
  Score: Raw -386369.017717 + Penalty 2668.025234 = -383700.992483
  nChanged 40
		SP:Iteration 53Q (50439.970000 sec): 3 clusters
  Score: Raw -386395.208423 + Penalty 2668.025234 = -383727.183189
  nChanged 39
		SP:Iteration 54Q (50440.150000 sec): 3 clusters
  Score: Raw -386426.148631 + Penalty 2668.025234 = -383758.123398
  nChanged 42
		SP:Iteration 55Q (50440.330000 sec): 3 clusters
  Score: Raw -386462.068899 + Penalty 2668.025234 = -383794.043665
  nChanged 39
		SP:Iteration 56Q (50440.500000 sec): 3 clusters
  Score: Raw -386496.145626 + Penalty 2668.025234 = -383828.120392
  nChanged 44
		SP:Iteration 57Q (50440.680000 sec): 3 clusters
  Score: Raw -386523.195189 + Penalty 2668.025234 = -383855.169955
  nChanged 32
		SP:Iteration 58Q (50440.850000 sec): 3 clusters
  Score: Raw -386540.058858 + Penalty 2668.025234 = -383872.033624
  nChanged 25
		SP:Iteration 59Q (50441.030000 sec): 3 clusters
  Score: Raw -386552.982315 + Penalty 2668.025234 = -383884.957081
  nChanged 21
		SP:Iteration 60F (50441.210000 sec): 3 clusters
  Score: Raw -386563.993168 + Penalty 2668.025234 = -383895.967934
  nChanged 18
		SP:Iteration 61Q (50441.380000 sec): 3 clusters
  Score: Raw -386571.030391 + Penalty 2668.025234 = -383903.005157
  nChanged 18
		SP:Iteration 62Q (50441.560000 sec): 3 clusters
  Score: Raw -386578.476947 + Penalty 2668.025234 = -383910.451713
  nChanged 17
		SP:Iteration 63Q (50441.730000 sec): 3 clusters
  Score: Raw -386587.040890 + Penalty 2668.025234 = -383919.015657
  nChanged 13
		SP:Iteration 64Q (50441.910000 sec): 3 clusters
  Score: Raw -386592.838387 + Penalty 2668.025234 = -383924.813153
  nChanged 16
		SP:Iteration 65Q (50442.090000 sec): 3 clusters
  Score: Raw -386599.538767 + Penalty 2668.025234 = -383931.513533
  nChanged 14
		SP:Iteration 66Q (50442.260000 sec): 3 clusters
  Score: Raw -386608.616184 + Penalty 2668.025234 = -383940.590950
  nChanged 18
		SP:Iteration 67Q (50442.440000 sec): 3 clusters
  Score: Raw -386618.881242 + Penalty 2668.025234 = -383950.856008
  nChanged 11
		SP:Iteration 68Q (50442.680000 sec): 3 clusters
  Score: Raw -386625.173336 + Penalty 2668.025234 = -383957.148102
  nChanged 16
		SP:Iteration 69Q (50442.880000 sec): 3 clusters
  Score: Raw -386632.963415 + Penalty 2668.025234 = -383964.938181
  nChanged 12
		SP:Iteration 70Q (50443.010000 sec): 3 clusters
  Score: Raw -386638.839123 + Penalty 2668.025234 = -383970.813890
  nChanged 17
		SP:Iteration 71Q (50443.190000 sec): 3 clusters
  Score: Raw -386649.039981 + Penalty 2668.025234 = -383981.014747
  nChanged 13
		SP:Iteration 72Q (50443.370000 sec): 3 clusters
  Score: Raw -386658.144198 + Penalty 2668.025234 = -383990.118964
  nChanged 22
		SP:Iteration 73Q (50443.540000 sec): 3 clusters
  Score: Raw -386673.274221 + Penalty 2668.025234 = -384005.248988
  nChanged 22
		SP:Iteration 74Q (50443.720000 sec): 3 clusters
  Score: Raw -386689.755599 + Penalty 2668.025234 = -384021.730365
  nChanged 18
		SP:Iteration 75Q (50443.890000 sec): 3 clusters
  Score: Raw -386703.574434 + Penalty 2668.025234 = -384035.549200
  nChanged 16
		SP:Iteration 76Q (50444.070000 sec): 3 clusters
  Score: Raw -386717.569051 + Penalty 2668.025234 = -384049.543817
  nChanged 20
		SP:Iteration 77Q (50444.250000 sec): 3 clusters
  Score: Raw -386733.120725 + Penalty 2668.025234 = -384065.095491
  nChanged 17
		SP:Iteration 78Q (50444.420000 sec): 3 clusters
  Score: Raw -386746.236060 + Penalty 2668.025234 = -384078.210826
  nChanged 13
		SP:Iteration 79Q (50444.600000 sec): 3 clusters
  Score: Raw -386755.379965 + Penalty 2668.025234 = -384087.354731
  nChanged 12
		SP:Iteration 80F (50444.770000 sec): 3 clusters
  Score: Raw -386763.237121 + Penalty 2668.025234 = -384095.211887
  nChanged 9
		SP:Iteration 81Q (50444.950000 sec): 3 clusters
  Score: Raw -386768.805073 + Penalty 2668.025234 = -384100.779839
  nChanged 6
		SP:Iteration 82Q (50445.130000 sec): 3 clusters
  Score: Raw -386771.927464 + Penalty 2668.025234 = -384103.902230
  nChanged 4
		SP:Iteration 83Q (50445.300000 sec): 3 clusters
  Score: Raw -386773.785335 + Penalty 2668.025234 = -384105.760101
  nChanged 3
		SP:Iteration 84Q (50445.480000 sec): 3 clusters
  Score: Raw -386774.992519 + Penalty 2668.025234 = -384106.967285
  nChanged 1
		SP:Iteration 85Q (50445.650000 sec): 3 clusters
  Score: Raw -386775.366014 + Penalty 2668.025234 = -384107.340780
  nChanged 0
		SP:Iteration 86F (50445.830000 sec): 3 clusters
  Score: Raw -386775.366014 + Penalty 2668.025234 = -384107.340780
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50445.940000 sec): 2 clusters
  Score: Raw -139281.999454 + Penalty 1169.583245 = -138112.416209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50446.070000 sec): 3 clusters
  Score: Raw -138744.513876 + Penalty 2339.166490 = -136405.347386
  nChanged 454
		SP:Iteration 1F (50446.250000 sec): 3 clusters
  Score: Raw -139073.685115 + Penalty 2339.166490 = -136734.518625
  nChanged 95
		SP:Iteration 2F (50446.420000 sec): 3 clusters
  Score: Raw -139145.256355 + Penalty 2339.166490 = -136806.089865
  nChanged 46
		SP:Iteration 3Q (50446.600000 sec): 3 clusters
  Score: Raw -139183.599105 + Penalty 2339.166490 = -136844.432615
  nChanged 37
		SP:Iteration 4Q (50446.770000 sec): 3 clusters
  Score: Raw -139213.557823 + Penalty 2339.166490 = -136874.391333
  nChanged 34
		SP:Iteration 5Q (50446.950000 sec): 3 clusters
  Score: Raw -139237.358536 + Penalty 2339.166490 = -136898.192046
  nChanged 18
		SP:Iteration 6Q (50447.130000 sec): 3 clusters
  Score: Raw -139250.257904 + Penalty 2339.166490 = -136911.091414
  nChanged 8
		SP:Iteration 7Q (50447.300000 sec): 3 clusters
  Score: Raw -139257.096092 + Penalty 2339.166490 = -136917.929602
  nChanged 11
		SP:Iteration 8Q (50447.490000 sec): 3 clusters
  Score: Raw -139262.688394 + Penalty 2339.166490 = -136923.521904
  nChanged 5
		SP:Iteration 9Q (50447.650000 sec): 3 clusters
  Score: Raw -139265.889400 + Penalty 2339.166490 = -136926.722910
  nChanged 1
		SP:Iteration 10Q (50447.820000 sec): 3 clusters
  Score: Raw -139266.334445 + Penalty 2339.166490 = -136927.167955
  nChanged 1
		SP:Iteration 11Q (50447.950000 sec): 3 clusters
  Score: Raw -139266.696317 + Penalty 2339.166490 = -136927.529827
  nChanged 1
		SP:Iteration 12Q (50448.090000 sec): 3 clusters
  Score: Raw -139267.093053 + Penalty 2339.166490 = -136927.926563
  nChanged 0
		SP:Iteration 13F (50448.270000 sec): 3 clusters
  Score: Raw -139267.093053 + Penalty 2339.166490 = -136927.926563
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (4216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50448.380000 sec): 2 clusters
  Score: Raw -405862.955395 + Penalty 1356.329340 = -404506.626056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50448.570000 sec): 3 clusters
  Score: Raw -403737.965727 + Penalty 2712.658679 = -401025.307048
  nChanged 1674
		SP:Iteration 1F (50448.770000 sec): 3 clusters
  Score: Raw -404701.660719 + Penalty 2712.658679 = -401989.002040
  nChanged 293
		SP:Iteration 2F (50448.830000 sec): 3 clusters
  Score: Raw -404876.118316 + Penalty 2712.658679 = -402163.459637
  nChanged 237
		SP:Iteration 3F (50449.020000 sec): 3 clusters
  Score: Raw -404986.317798 + Penalty 2712.658679 = -402273.659119
  nChanged 160
		SP:Iteration 4Q (50449.190000 sec): 3 clusters
  Score: Raw -405058.995155 + Penalty 2712.658679 = -402346.336476
  nChanged 128
		SP:Iteration 5Q (50449.370000 sec): 3 clusters
  Score: Raw -405116.418109 + Penalty 2712.658679 = -402403.759430
  nChanged 110
		SP:Iteration 6Q (50449.550000 sec): 3 clusters
  Score: Raw -405171.118970 + Penalty 2712.658679 = -402458.460291
  nChanged 103
		SP:Iteration 7Q (50449.720000 sec): 3 clusters
  Score: Raw -405221.037005 + Penalty 2712.658679 = -402508.378326
  nChanged 105
		SP:Iteration 8Q (50449.900000 sec): 3 clusters
  Score: Raw -405277.514279 + Penalty 2712.658679 = -402564.855600
  nChanged 119
		SP:Iteration 9Q (50450.070000 sec): 3 clusters
  Score: Raw -405330.782679 + Penalty 2712.658679 = -402618.124000
  nChanged 91
		SP:Iteration 10Q (50450.250000 sec): 3 clusters
  Score: Raw -405374.503252 + Penalty 2712.658679 = -402661.844573
  nChanged 107
		SP:Iteration 11Q (50450.430000 sec): 3 clusters
  Score: Raw -405415.500811 + Penalty 2712.658679 = -402702.842131
  nChanged 79
		SP:Iteration 12Q (50450.600000 sec): 3 clusters
  Score: Raw -405445.684884 + Penalty 2712.658679 = -402733.026205
  nChanged 54
		SP:Iteration 13Q (50450.780000 sec): 3 clusters
  Score: Raw -405469.738298 + Penalty 2712.658679 = -402757.079618
  nChanged 51
		SP:Iteration 14Q (50450.950000 sec): 3 clusters
  Score: Raw -405489.431061 + Penalty 2712.658679 = -402776.772382
  nChanged 47
		SP:Iteration 15Q (50451.130000 sec): 3 clusters
  Score: Raw -405509.932932 + Penalty 2712.658679 = -402797.274253
  nChanged 55
		SP:Iteration 16Q (50451.310000 sec): 3 clusters
  Score: Raw -405526.661132 + Penalty 2712.658679 = -402814.002452
  nChanged 31
		SP:Iteration 17Q (50451.480000 sec): 3 clusters
  Score: Raw -405534.648516 + Penalty 2712.658679 = -402821.989837
  nChanged 33
		SP:Iteration 18Q (50451.660000 sec): 3 clusters
  Score: Raw -405542.660825 + Penalty 2712.658679 = -402830.002146
  nChanged 26
		SP:Iteration 19Q (50451.830000 sec): 3 clusters
  Score: Raw -405551.565201 + Penalty 2712.658679 = -402838.906521
  nChanged 31
		SP:Iteration 20F (50452.010000 sec): 3 clusters
  Score: Raw -405560.430625 + Penalty 2712.658679 = -402847.771945
  nChanged 28
		SP:Iteration 21Q (50452.190000 sec): 3 clusters
  Score: Raw -405568.738335 + Penalty 2712.658679 = -402856.079656
  nChanged 18
		SP:Iteration 22Q (50452.360000 sec): 3 clusters
  Score: Raw -405572.953152 + Penalty 2712.658679 = -402860.294473
  nChanged 17
		SP:Iteration 23Q (50452.540000 sec): 3 clusters
  Score: Raw -405578.303994 + Penalty 2712.658679 = -402865.645315
  nChanged 18
		SP:Iteration 24Q (50452.730000 sec): 3 clusters
  Score: Raw -405583.664404 + Penalty 2712.658679 = -402871.005724
  nChanged 22
		SP:Iteration 25Q (50452.950000 sec): 3 clusters
  Score: Raw -405590.873192 + Penalty 2712.658679 = -402878.214512
  nChanged 19
		SP:Iteration 26Q (50453.100000 sec): 3 clusters
  Score: Raw -405595.246244 + Penalty 2712.658679 = -402882.587565
  nChanged 19
		SP:Iteration 27Q (50453.320000 sec): 3 clusters
  Score: Raw -405600.327782 + Penalty 2712.658679 = -402887.669102
  nChanged 16
		SP:Iteration 28Q (50453.470000 sec): 3 clusters
  Score: Raw -405605.051887 + Penalty 2712.658679 = -402892.393208
  nChanged 13
		SP:Iteration 29Q (50453.630000 sec): 3 clusters
  Score: Raw -405608.306426 + Penalty 2712.658679 = -402895.647747
  nChanged 17
		SP:Iteration 30Q (50453.810000 sec): 3 clusters
  Score: Raw -405612.065732 + Penalty 2712.658679 = -402899.407053
  nChanged 19
		SP:Iteration 31Q (50454.020000 sec): 3 clusters
  Score: Raw -405616.682774 + Penalty 2712.658679 = -402904.024095
  nChanged 17
		SP:Iteration 32Q (50454.230000 sec): 3 clusters
  Score: Raw -405620.173546 + Penalty 2712.658679 = -402907.514866
  nChanged 12
		SP:Iteration 33Q (50454.360000 sec): 3 clusters
  Score: Raw -405622.506612 + Penalty 2712.658679 = -402909.847933
  nChanged 7
		SP:Iteration 34Q (50454.540000 sec): 3 clusters
  Score: Raw -405624.084829 + Penalty 2712.658679 = -402911.426150
  nChanged 8
		SP:Iteration 35Q (50454.710000 sec): 3 clusters
  Score: Raw -405625.691726 + Penalty 2712.658679 = -402913.033047
  nChanged 5
		SP:Iteration 36Q (50454.890000 sec): 3 clusters
  Score: Raw -405627.077287 + Penalty 2712.658679 = -402914.418607
  nChanged 9
		SP:Iteration 37Q (50455.070000 sec): 3 clusters
  Score: Raw -405629.353374 + Penalty 2712.658679 = -402916.694695
  nChanged 11
		SP:Iteration 38Q (50455.240000 sec): 3 clusters
  Score: Raw -405632.994413 + Penalty 2712.658679 = -402920.335733
  nChanged 20
		SP:Iteration 39Q (50455.420000 sec): 3 clusters
  Score: Raw -405638.550732 + Penalty 2712.658679 = -402925.892053
  nChanged 16
		SP:Iteration 40F (50455.600000 sec): 3 clusters
  Score: Raw -405642.402157 + Penalty 2712.658679 = -402929.743477
  nChanged 15
		SP:Iteration 41Q (50455.770000 sec): 3 clusters
  Score: Raw -405645.428672 + Penalty 2712.658679 = -402932.769993
  nChanged 12
		SP:Iteration 42Q (50455.950000 sec): 3 clusters
  Score: Raw -405648.397079 + Penalty 2712.658679 = -402935.738400
  nChanged 12
		SP:Iteration 43Q (50456.120000 sec): 3 clusters
  Score: Raw -405651.866468 + Penalty 2712.658679 = -402939.207788
  nChanged 14
		SP:Iteration 44Q (50456.300000 sec): 3 clusters
  Score: Raw -405655.959002 + Penalty 2712.658679 = -402943.300323
  nChanged 17
		SP:Iteration 45Q (50456.480000 sec): 3 clusters
  Score: Raw -405660.756614 + Penalty 2712.658679 = -402948.097935
  nChanged 15
		SP:Iteration 46Q (50456.650000 sec): 3 clusters
  Score: Raw -405664.767478 + Penalty 2712.658679 = -402952.108798
  nChanged 16
		SP:Iteration 47Q (50456.820000 sec): 3 clusters
  Score: Raw -405667.535362 + Penalty 2712.658679 = -402954.876682
  nChanged 12
		SP:Iteration 48Q (50457.000000 sec): 3 clusters
  Score: Raw -405670.066079 + Penalty 2712.658679 = -402957.407400
  nChanged 11
		SP:Iteration 49Q (50457.180000 sec): 3 clusters
  Score: Raw -405671.880759 + Penalty 2712.658679 = -402959.222080
  nChanged 4
		SP:Iteration 50Q (50457.350000 sec): 3 clusters
  Score: Raw -405672.454191 + Penalty 2712.658679 = -402959.795511
  nChanged 4
		SP:Iteration 51Q (50457.530000 sec): 3 clusters
  Score: Raw -405673.158030 + Penalty 2712.658679 = -402960.499351
  nChanged 6
		SP:Iteration 52Q (50457.700000 sec): 3 clusters
  Score: Raw -405674.217696 + Penalty 2712.658679 = -402961.559016
  nChanged 6
		SP:Iteration 53Q (50457.920000 sec): 3 clusters
  Score: Raw -405675.152177 + Penalty 2712.658679 = -402962.493497
  nChanged 2
		SP:Iteration 54Q (50458.070000 sec): 3 clusters
  Score: Raw -405675.466401 + Penalty 2712.658679 = -402962.807721
  nChanged 5
		SP:Iteration 55Q (50458.300000 sec): 3 clusters
  Score: Raw -405676.388520 + Penalty 2712.658679 = -402963.729841
  nChanged 7
		SP:Iteration 56Q (50458.450000 sec): 3 clusters
  Score: Raw -405678.570083 + Penalty 2712.658679 = -402965.911403
  nChanged 12
		SP:Iteration 57Q (50458.600000 sec): 3 clusters
  Score: Raw -405681.015983 + Penalty 2712.658679 = -402968.357303
  nChanged 9
		SP:Iteration 58Q (50458.790000 sec): 3 clusters
  Score: Raw -405682.635037 + Penalty 2712.658679 = -402969.976357
  nChanged 7
		SP:Iteration 59Q (50458.940000 sec): 3 clusters
  Score: Raw -405683.594469 + Penalty 2712.658679 = -402970.935789
  nChanged 6
		SP:Iteration 60F (50459.140000 sec): 3 clusters
  Score: Raw -405685.057149 + Penalty 2712.658679 = -402972.398470
  nChanged 6
		SP:Iteration 61Q (50459.350000 sec): 3 clusters
  Score: Raw -405685.977660 + Penalty 2712.658679 = -402973.318980
  nChanged 9
		SP:Iteration 62Q (50459.560000 sec): 3 clusters
  Score: Raw -405688.377351 + Penalty 2712.658679 = -402975.718672
  nChanged 7
		SP:Iteration 63Q (50459.760000 sec): 3 clusters
  Score: Raw -405690.270566 + Penalty 2712.658679 = -402977.611887
  nChanged 7
		SP:Iteration 64Q (50459.930000 sec): 3 clusters
  Score: Raw -405692.718661 + Penalty 2712.658679 = -402980.059981
  nChanged 12
		SP:Iteration 65Q (50460.100000 sec): 3 clusters
  Score: Raw -405695.510002 + Penalty 2712.658679 = -402982.851323
  nChanged 9
		SP:Iteration 66Q (50460.220000 sec): 3 clusters
  Score: Raw -405696.761567 + Penalty 2712.658679 = -402984.102888
  nChanged 7
		SP:Iteration 67Q (50460.390000 sec): 3 clusters
  Score: Raw -405697.841329 + Penalty 2712.658679 = -402985.182650
  nChanged 7
		SP:Iteration 68Q (50460.570000 sec): 3 clusters
  Score: Raw -405699.851353 + Penalty 2712.658679 = -402987.192673
  nChanged 10
		SP:Iteration 69Q (50460.740000 sec): 3 clusters
  Score: Raw -405702.093316 + Penalty 2712.658679 = -402989.434637
  nChanged 10
		SP:Iteration 70Q (50460.920000 sec): 3 clusters
  Score: Raw -405704.321945 + Penalty 2712.658679 = -402991.663265
  nChanged 11
		SP:Iteration 71Q (50461.090000 sec): 3 clusters
  Score: Raw -405707.830634 + Penalty 2712.658679 = -402995.171955
  nChanged 18
		SP:Iteration 72Q (50461.270000 sec): 3 clusters
  Score: Raw -405711.804486 + Penalty 2712.658679 = -402999.145806
  nChanged 15
		SP:Iteration 73Q (50461.440000 sec): 3 clusters
  Score: Raw -405716.077785 + Penalty 2712.658679 = -403003.419106
  nChanged 17
		SP:Iteration 74Q (50461.620000 sec): 3 clusters
  Score: Raw -405720.620517 + Penalty 2712.658679 = -403007.961838
  nChanged 18
		SP:Iteration 75Q (50461.800000 sec): 3 clusters
  Score: Raw -405725.958493 + Penalty 2712.658679 = -403013.299813
  nChanged 26
		SP:Iteration 76Q (50461.970000 sec): 3 clusters
  Score: Raw -405735.133820 + Penalty 2712.658679 = -403022.475141
  nChanged 28
		SP:Iteration 77Q (50462.150000 sec): 3 clusters
  Score: Raw -405744.485412 + Penalty 2712.658679 = -403031.826732
  nChanged 22
		SP:Iteration 78Q (50462.320000 sec): 3 clusters
  Score: Raw -405752.812770 + Penalty 2712.658679 = -403040.154090
  nChanged 24
		SP:Iteration 79Q (50462.500000 sec): 3 clusters
  Score: Raw -405759.569064 + Penalty 2712.658679 = -403046.910385
  nChanged 19
		SP:Iteration 80F (50462.680000 sec): 3 clusters
  Score: Raw -405766.439629 + Penalty 2712.658679 = -403053.780950
  nChanged 23
		SP:Iteration 81Q (50462.850000 sec): 3 clusters
  Score: Raw -405776.589316 + Penalty 2712.658679 = -403063.930636
  nChanged 30
		SP:Iteration 82Q (50463.030000 sec): 3 clusters
  Score: Raw -405788.258021 + Penalty 2712.658679 = -403075.599342
  nChanged 36
		SP:Iteration 83Q (50463.200000 sec): 3 clusters
  Score: Raw -405803.573715 + Penalty 2712.658679 = -403090.915036
  nChanged 49
		SP:Iteration 84Q (50463.380000 sec): 3 clusters
  Score: Raw -405829.159130 + Penalty 2712.658679 = -403116.500450
  nChanged 51
		SP:Iteration 85Q (50463.560000 sec): 3 clusters
  Score: Raw -405858.955926 + Penalty 2712.658679 = -403146.297246
  nChanged 60
		SP:Iteration 86Q (50463.730000 sec): 3 clusters
  Score: Raw -405891.510693 + Penalty 2712.658679 = -403178.852014
  nChanged 55
		SP:Iteration 87Q (50463.910000 sec): 3 clusters
  Score: Raw -405913.570404 + Penalty 2712.658679 = -403200.911725
  nChanged 35
		SP:Iteration 88Q (50464.080000 sec): 3 clusters
  Score: Raw -405926.695529 + Penalty 2712.658679 = -403214.036849
  nChanged 35
		SP:Iteration 89Q (50464.260000 sec): 3 clusters
  Score: Raw -405941.975752 + Penalty 2712.658679 = -403229.317072
  nChanged 30
		SP:Iteration 90Q (50464.440000 sec): 3 clusters
  Score: Raw -405952.049913 + Penalty 2712.658679 = -403239.391234
  nChanged 29
		SP:Iteration 91Q (50464.630000 sec): 3 clusters
  Score: Raw -405964.128116 + Penalty 2712.658679 = -403251.469436
  nChanged 22
		SP:Iteration 92Q (50464.840000 sec): 3 clusters
  Score: Raw -405971.927475 + Penalty 2712.658679 = -403259.268796
  nChanged 17
		SP:Iteration 93Q (50464.980000 sec): 3 clusters
  Score: Raw -405979.095704 + Penalty 2712.658679 = -403266.437025
  nChanged 9
		SP:Iteration 94Q (50465.180000 sec): 3 clusters
  Score: Raw -405982.907158 + Penalty 2712.658679 = -403270.248479
  nChanged 10
		SP:Iteration 95Q (50465.360000 sec): 3 clusters
  Score: Raw -405986.881625 + Penalty 2712.658679 = -403274.222945
  nChanged 11
		SP:Iteration 96Q (50465.590000 sec): 3 clusters
  Score: Raw -405990.827181 + Penalty 2712.658679 = -403278.168502
  nChanged 10
		SP:Iteration 97Q (50465.750000 sec): 3 clusters
  Score: Raw -405993.560024 + Penalty 2712.658679 = -403280.901344
  nChanged 9
		SP:Iteration 98Q (50465.920000 sec): 3 clusters
  Score: Raw -405995.387737 + Penalty 2712.658679 = -403282.729058
  nChanged 5
		SP:Iteration 99Q (50466.080000 sec): 3 clusters
  Score: Raw -405996.878921 + Penalty 2712.658679 = -403284.220242
  nChanged 5
		SP:Iteration 100F (50466.240000 sec): 3 clusters
  Score: Raw -405997.906790 + Penalty 2712.658679 = -403285.248111
  nChanged 5
		SP:Iteration 101Q (50466.400000 sec): 3 clusters
  Score: Raw -405999.225989 + Penalty 2712.658679 = -403286.567310
  nChanged 7
		SP:Iteration 102Q (50466.560000 sec): 3 clusters
  Score: Raw -406000.848195 + Penalty 2712.658679 = -403288.189515
  nChanged 8
		SP:Iteration 103Q (50466.720000 sec): 3 clusters
  Score: Raw -406003.513728 + Penalty 2712.658679 = -403290.855049
  nChanged 7
		SP:Iteration 104Q (50466.880000 sec): 3 clusters
  Score: Raw -406005.081803 + Penalty 2712.658679 = -403292.423123
  nChanged 3
		SP:Iteration 105Q (50467.040000 sec): 3 clusters
  Score: Raw -406005.471305 + Penalty 2712.658679 = -403292.812626
  nChanged 4
		SP:Iteration 106Q (50467.200000 sec): 3 clusters
  Score: Raw -406005.994112 + Penalty 2712.658679 = -403293.335433
  nChanged 3
		SP:Iteration 107Q (50467.360000 sec): 3 clusters
  Score: Raw -406006.784625 + Penalty 2712.658679 = -403294.125946
  nChanged 4
		SP:Iteration 108Q (50467.520000 sec): 3 clusters
  Score: Raw -406008.120756 + Penalty 2712.658679 = -403295.462077
  nChanged 5
		SP:Iteration 109Q (50467.680000 sec): 3 clusters
  Score: Raw -406010.390900 + Penalty 2712.658679 = -403297.732221
  nChanged 7
		SP:Iteration 110Q (50467.840000 sec): 3 clusters
  Score: Raw -406012.243111 + Penalty 2712.658679 = -403299.584432
  nChanged 4
		SP:Iteration 111Q (50468.000000 sec): 3 clusters
  Score: Raw -406013.384348 + Penalty 2712.658679 = -403300.725668
  nChanged 4
		SP:Iteration 112Q (50468.160000 sec): 3 clusters
  Score: Raw -406013.826080 + Penalty 2712.658679 = -403301.167400
  nChanged 1
		SP:Iteration 113Q (50468.320000 sec): 3 clusters
  Score: Raw -406014.185528 + Penalty 2712.658679 = -403301.526849
  nChanged 1
		SP:Iteration 114Q (50468.500000 sec): 3 clusters
  Score: Raw -406014.504591 + Penalty 2712.658679 = -403301.845912
  nChanged 2
		SP:Iteration 115Q (50468.670000 sec): 3 clusters
  Score: Raw -406014.806731 + Penalty 2712.658679 = -403302.148052
  nChanged 2
		SP:Iteration 116Q (50468.850000 sec): 3 clusters
  Score: Raw -406015.593945 + Penalty 2712.658679 = -403302.935266
  nChanged 5
		SP:Iteration 117Q (50469.020000 sec): 3 clusters
  Score: Raw -406017.141739 + Penalty 2712.658679 = -403304.483060
  nChanged 5
		SP:Iteration 118Q (50469.200000 sec): 3 clusters
  Score: Raw -406017.858221 + Penalty 2712.658679 = -403305.199542
  nChanged 3
		SP:Iteration 119Q (50469.380000 sec): 3 clusters
  Score: Raw -406018.456917 + Penalty 2712.658679 = -403305.798238
  nChanged 3
		SP:Iteration 120F (50469.550000 sec): 3 clusters
  Score: Raw -406019.008024 + Penalty 2712.658679 = -403306.349344
  nChanged 4
		SP:Iteration 121Q (50469.730000 sec): 3 clusters
  Score: Raw -406020.567648 + Penalty 2712.658679 = -403307.908969
  nChanged 6
		SP:Iteration 122Q (50469.900000 sec): 3 clusters
  Score: Raw -406023.276821 + Penalty 2712.658679 = -403310.618142
  nChanged 7
		SP:Iteration 123Q (50470.100000 sec): 3 clusters
  Score: Raw -406024.728036 + Penalty 2712.658679 = -403312.069357
  nChanged 4
		SP:Iteration 124Q (50470.300000 sec): 3 clusters
  Score: Raw -406025.523701 + Penalty 2712.658679 = -403312.865022
  nChanged 2
		SP:Iteration 125Q (50470.490000 sec): 3 clusters
  Score: Raw -406026.006237 + Penalty 2712.658679 = -403313.347558
  nChanged 1
		SP:Iteration 126Q (50470.680000 sec): 3 clusters
  Score: Raw -406026.248709 + Penalty 2712.658679 = -403313.590029
  nChanged 1
		SP:Iteration 127Q (50470.860000 sec): 3 clusters
  Score: Raw -406026.549654 + Penalty 2712.658679 = -403313.890975
  nChanged 0
		SP:Iteration 128F (50471.060000 sec): 3 clusters
  Score: Raw -406026.549654 + Penalty 2712.658679 = -403313.890975
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50471.150000 sec): 2 clusters
  Score: Raw -129546.002036 + Penalty 1180.177148 = -128365.824889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50471.310000 sec): 3 clusters
  Score: Raw -129013.567890 + Penalty 2360.354295 = -126653.213595
  nChanged 489
		SP:Iteration 1F (50471.440000 sec): 3 clusters
  Score: Raw -129391.636443 + Penalty 2360.354295 = -127031.282147
  nChanged 88
		SP:Iteration 2F (50471.600000 sec): 3 clusters
  Score: Raw -129470.876947 + Penalty 2360.354295 = -127110.522652
  nChanged 50
		SP:Iteration 3Q (50471.760000 sec): 3 clusters
  Score: Raw -129502.443085 + Penalty 2360.354295 = -127142.088790
  nChanged 33
		SP:Iteration 4Q (50471.920000 sec): 3 clusters
  Score: Raw -129528.585888 + Penalty 2360.354295 = -127168.231593
  nChanged 23
		SP:Iteration 5Q (50472.080000 sec): 3 clusters
  Score: Raw -129542.498475 + Penalty 2360.354295 = -127182.144180
  nChanged 22
		SP:Iteration 6Q (50472.240000 sec): 3 clusters
  Score: Raw -129556.292757 + Penalty 2360.354295 = -127195.938462
  nChanged 9
		SP:Iteration 7Q (50472.400000 sec): 3 clusters
  Score: Raw -129564.216437 + Penalty 2360.354295 = -127203.862142
  nChanged 7
		SP:Iteration 8Q (50472.560000 sec): 3 clusters
  Score: Raw -129568.488149 + Penalty 2360.354295 = -127208.133853
  nChanged 5
		SP:Iteration 9Q (50472.720000 sec): 3 clusters
  Score: Raw -129571.963900 + Penalty 2360.354295 = -127211.609604
  nChanged 7
		SP:Iteration 10Q (50472.880000 sec): 3 clusters
  Score: Raw -129578.261514 + Penalty 2360.354295 = -127217.907219
  nChanged 7
		SP:Iteration 11Q (50473.040000 sec): 3 clusters
  Score: Raw -129585.539758 + Penalty 2360.354295 = -127225.185463
  nChanged 6
		SP:Iteration 12Q (50473.200000 sec): 3 clusters
  Score: Raw -129589.749120 + Penalty 2360.354295 = -127229.394824
  nChanged 4
		SP:Iteration 13Q (50473.360000 sec): 3 clusters
  Score: Raw -129591.867250 + Penalty 2360.354295 = -127231.512954
  nChanged 2
		SP:Iteration 14Q (50473.520000 sec): 3 clusters
  Score: Raw -129593.241335 + Penalty 2360.354295 = -127232.887040
  nChanged 0
		SP:Iteration 15F (50473.680000 sec): 3 clusters
  Score: Raw -129593.241335 + Penalty 2360.354295 = -127232.887040
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50473.760000 sec): 2 clusters
  Score: Raw -39279.010246 + Penalty 986.119158 = -38292.891088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50473.920000 sec): 3 clusters
  Score: Raw -39352.593470 + Penalty 1972.238316 = -37380.355154
  nChanged 98
		SP:Iteration 1F (50474.080000 sec): 3 clusters
  Score: Raw -39549.550502 + Penalty 1972.238316 = -37577.312186
  nChanged 51
		SP:Iteration 2F (50474.240000 sec): 3 clusters
  Score: Raw -39698.869543 + Penalty 1972.238316 = -37726.631227
  nChanged 28
		SP:Iteration 3F (50474.400000 sec): 3 clusters
  Score: Raw -39771.471444 + Penalty 1972.238316 = -37799.233128
  nChanged 21
		SP:Iteration 4Q (50474.560000 sec): 3 clusters
  Score: Raw -39812.771795 + Penalty 1972.238316 = -37840.533479
  nChanged 5
		SP:Iteration 5Q (50474.720000 sec): 3 clusters
  Score: Raw -39821.427634 + Penalty 1972.238316 = -37849.189318
  nChanged 3
		SP:Iteration 6Q (50474.890000 sec): 3 clusters
  Score: Raw -39833.674123 + Penalty 1972.238316 = -37861.435807
  nChanged 2
		SP:Iteration 7Q (50475.030000 sec): 3 clusters
  Score: Raw -39836.454814 + Penalty 1972.238316 = -37864.216498
  nChanged 1
		SP:Iteration 8Q (50475.210000 sec): 3 clusters
  Score: Raw -39839.129669 + Penalty 1972.238316 = -37866.891353
  nChanged 0
		SP:Iteration 9F (50475.380000 sec): 3 clusters
  Score: Raw -39839.129669 + Penalty 1972.238316 = -37866.891353
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50475.540000 sec): 2 clusters
  Score: Raw -524494.055342 + Penalty 1399.679458 = -523094.375884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50475.730000 sec): 3 clusters
  Score: Raw -521540.156520 + Penalty 2799.358916 = -518740.797604
  nChanged 2295
		SP:Iteration 1F (50475.880000 sec): 3 clusters
  Score: Raw -522954.361437 + Penalty 2799.358916 = -520155.002521
  nChanged 439
		SP:Iteration 2F (50476.060000 sec): 3 clusters
  Score: Raw -523241.991644 + Penalty 2799.358916 = -520442.632728
  nChanged 367
		SP:Iteration 3F (50476.280000 sec): 3 clusters
  Score: Raw -523470.092134 + Penalty 2799.358916 = -520670.733218
  nChanged 313
		SP:Iteration 4F (50476.490000 sec): 3 clusters
  Score: Raw -523662.825602 + Penalty 2799.358916 = -520863.466686
  nChanged 279
		SP:Iteration 5F (50476.670000 sec): 3 clusters
  Score: Raw -523840.804139 + Penalty 2799.358916 = -521041.445223
  nChanged 241
		SP:Iteration 6Q (50476.850000 sec): 3 clusters
  Score: Raw -523987.369480 + Penalty 2799.358916 = -521188.010564
  nChanged 214
		SP:Iteration 7Q (50477.030000 sec): 3 clusters
  Score: Raw -524098.201845 + Penalty 2799.358916 = -521298.842929
  nChanged 191
		SP:Iteration 8Q (50477.190000 sec): 3 clusters
  Score: Raw -524209.544054 + Penalty 2799.358916 = -521410.185138
  nChanged 194
		SP:Iteration 9Q (50477.370000 sec): 3 clusters
  Score: Raw -524335.894718 + Penalty 2799.358916 = -521536.535802
  nChanged 188
		SP:Iteration 10Q (50477.530000 sec): 3 clusters
  Score: Raw -524456.159817 + Penalty 2799.358916 = -521656.800901
  nChanged 163
		SP:Iteration 11Q (50477.700000 sec): 3 clusters
  Score: Raw -524549.306399 + Penalty 2799.358916 = -521749.947483
  nChanged 128
		SP:Iteration 12Q (50477.870000 sec): 3 clusters
  Score: Raw -524623.014468 + Penalty 2799.358916 = -521823.655552
  nChanged 135
		SP:Iteration 13Q (50478.040000 sec): 3 clusters
  Score: Raw -524694.084306 + Penalty 2799.358916 = -521894.725390
  nChanged 122
		SP:Iteration 14Q (50478.210000 sec): 3 clusters
  Score: Raw -524772.686845 + Penalty 2799.358916 = -521973.327929
  nChanged 131
		SP:Iteration 15Q (50478.380000 sec): 3 clusters
  Score: Raw -524855.033600 + Penalty 2799.358916 = -522055.674684
  nChanged 134
		SP:Iteration 16Q (50478.550000 sec): 3 clusters
  Score: Raw -524930.155291 + Penalty 2799.358916 = -522130.796375
  nChanged 122
		SP:Iteration 17Q (50478.720000 sec): 3 clusters
  Score: Raw -524993.946501 + Penalty 2799.358916 = -522194.587585
  nChanged 108
		SP:Iteration 18Q (50478.890000 sec): 3 clusters
  Score: Raw -525047.472930 + Penalty 2799.358916 = -522248.114014
  nChanged 88
		SP:Iteration 19Q (50479.070000 sec): 3 clusters
  Score: Raw -525096.488530 + Penalty 2799.358916 = -522297.129614
  nChanged 80
		SP:Iteration 20F (50479.230000 sec): 3 clusters
  Score: Raw -525141.900607 + Penalty 2799.358916 = -522342.541691
  nChanged 80
		SP:Iteration 21Q (50479.410000 sec): 3 clusters
  Score: Raw -525182.316594 + Penalty 2799.358916 = -522382.957678
  nChanged 67
		SP:Iteration 22Q (50479.620000 sec): 3 clusters
  Score: Raw -525210.217602 + Penalty 2799.358916 = -522410.858686
  nChanged 56
		SP:Iteration 23Q (50479.790000 sec): 3 clusters
  Score: Raw -525232.676784 + Penalty 2799.358916 = -522433.317868
  nChanged 49
		SP:Iteration 24Q (50479.980000 sec): 3 clusters
  Score: Raw -525250.362538 + Penalty 2799.358916 = -522451.003622
  nChanged 34
		SP:Iteration 25Q (50480.150000 sec): 3 clusters
  Score: Raw -525264.421400 + Penalty 2799.358916 = -522465.062484
  nChanged 35
		SP:Iteration 26Q (50480.380000 sec): 3 clusters
  Score: Raw -525276.414634 + Penalty 2799.358916 = -522477.055718
  nChanged 24
		SP:Iteration 27Q (50480.560000 sec): 3 clusters
  Score: Raw -525283.127651 + Penalty 2799.358916 = -522483.768735
  nChanged 12
		SP:Iteration 28Q (50480.750000 sec): 3 clusters
  Score: Raw -525287.216056 + Penalty 2799.358916 = -522487.857140
  nChanged 13
		SP:Iteration 29Q (50480.910000 sec): 3 clusters
  Score: Raw -525291.068728 + Penalty 2799.358916 = -522491.709812
  nChanged 11
		SP:Iteration 30Q (50481.100000 sec): 3 clusters
  Score: Raw -525294.110584 + Penalty 2799.358916 = -522494.751668
  nChanged 6
		SP:Iteration 31Q (50481.250000 sec): 3 clusters
  Score: Raw -525296.301698 + Penalty 2799.358916 = -522496.942782
  nChanged 11
		SP:Iteration 32Q (50481.420000 sec): 3 clusters
  Score: Raw -525299.111446 + Penalty 2799.358916 = -522499.752530
  nChanged 5
		SP:Iteration 33Q (50481.660000 sec): 3 clusters
  Score: Raw -525300.563047 + Penalty 2799.358916 = -522501.204131
  nChanged 5
		SP:Iteration 34Q (50481.830000 sec): 3 clusters
  Score: Raw -525303.938547 + Penalty 2799.358916 = -522504.579631
  nChanged 10
		SP:Iteration 35Q (50481.970000 sec): 3 clusters
  Score: Raw -525307.198571 + Penalty 2799.358916 = -522507.839655
  nChanged 12
		SP:Iteration 36Q (50482.140000 sec): 3 clusters
  Score: Raw -525313.599107 + Penalty 2799.358916 = -522514.240191
  nChanged 15
		SP:Iteration 37Q (50482.310000 sec): 3 clusters
  Score: Raw -525320.501635 + Penalty 2799.358916 = -522521.142719
  nChanged 17
		SP:Iteration 38Q (50482.490000 sec): 3 clusters
  Score: Raw -525328.801971 + Penalty 2799.358916 = -522529.443055
  nChanged 24
		SP:Iteration 39Q (50482.650000 sec): 3 clusters
  Score: Raw -525339.073405 + Penalty 2799.358916 = -522539.714489
  nChanged 17
		SP:Iteration 40F (50482.900000 sec): 3 clusters
  Score: Raw -525342.460946 + Penalty 2799.358916 = -522543.102030
  nChanged 10
		SP:Iteration 41Q (50483.080000 sec): 3 clusters
  Score: Raw -525345.059954 + Penalty 2799.358916 = -522545.701038
  nChanged 10
		SP:Iteration 42Q (50483.250000 sec): 3 clusters
  Score: Raw -525347.440616 + Penalty 2799.358916 = -522548.081700
  nChanged 5
		SP:Iteration 43Q (50483.420000 sec): 3 clusters
  Score: Raw -525348.647509 + Penalty 2799.358916 = -522549.288593
  nChanged 6
		SP:Iteration 44Q (50483.590000 sec): 3 clusters
  Score: Raw -525349.905260 + Penalty 2799.358916 = -522550.546344
  nChanged 1
		SP:Iteration 45Q (50483.770000 sec): 3 clusters
  Score: Raw -525351.113663 + Penalty 2799.358916 = -522551.754747
  nChanged 4
		SP:Iteration 46Q (50483.930000 sec): 3 clusters
  Score: Raw -525352.538492 + Penalty 2799.358916 = -522553.179576
  nChanged 5
		SP:Iteration 47Q (50484.110000 sec): 3 clusters
  Score: Raw -525353.811590 + Penalty 2799.358916 = -522554.452674
  nChanged 3
		SP:Iteration 48Q (50484.270000 sec): 3 clusters
  Score: Raw -525354.214099 + Penalty 2799.358916 = -522554.855183
  nChanged 2
		SP:Iteration 49Q (50484.450000 sec): 3 clusters
  Score: Raw -525354.626149 + Penalty 2799.358916 = -522555.267233
  nChanged 0
		SP:Iteration 50F (50484.620000 sec): 3 clusters
  Score: Raw -525354.626149 + Penalty 2799.358916 = -522555.267233
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50484.710000 sec): 2 clusters
  Score: Raw -249756.653680 + Penalty 1281.976216 = -248474.677463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50484.890000 sec): 3 clusters
  Score: Raw -248525.143621 + Penalty 2563.952432 = -245961.191189
  nChanged 986
		SP:Iteration 1F (50485.060000 sec): 3 clusters
  Score: Raw -249114.483514 + Penalty 2563.952432 = -246550.531082
  nChanged 219
		SP:Iteration 2F (50485.240000 sec): 3 clusters
  Score: Raw -249270.806069 + Penalty 2563.952432 = -246706.853637
  nChanged 158
		SP:Iteration 3F (50485.410000 sec): 3 clusters
  Score: Raw -249404.422144 + Penalty 2563.952432 = -246840.469712
  nChanged 144
		SP:Iteration 4F (50485.590000 sec): 3 clusters
  Score: Raw -249511.703036 + Penalty 2563.952432 = -246947.750604
  nChanged 120
		SP:Iteration 5Q (50485.770000 sec): 3 clusters
  Score: Raw -249605.980852 + Penalty 2563.952432 = -247042.028420
  nChanged 101
		SP:Iteration 6Q (50485.940000 sec): 3 clusters
  Score: Raw -249672.652405 + Penalty 2563.952432 = -247108.699973
  nChanged 81
		SP:Iteration 7Q (50486.130000 sec): 3 clusters
  Score: Raw -249735.057207 + Penalty 2563.952432 = -247171.104774
  nChanged 72
		SP:Iteration 8Q (50486.300000 sec): 3 clusters
  Score: Raw -249782.581982 + Penalty 2563.952432 = -247218.629550
  nChanged 51
		SP:Iteration 9Q (50486.450000 sec): 3 clusters
  Score: Raw -249815.756620 + Penalty 2563.952432 = -247251.804188
  nChanged 40
		SP:Iteration 10Q (50486.570000 sec): 3 clusters
  Score: Raw -249839.167720 + Penalty 2563.952432 = -247275.215288
  nChanged 26
		SP:Iteration 11Q (50486.750000 sec): 3 clusters
  Score: Raw -249853.903001 + Penalty 2563.952432 = -247289.950569
  nChanged 24
		SP:Iteration 12Q (50486.890000 sec): 3 clusters
  Score: Raw -249865.330265 + Penalty 2563.952432 = -247301.377832
  nChanged 22
		SP:Iteration 13Q (50487.040000 sec): 3 clusters
  Score: Raw -249877.571732 + Penalty 2563.952432 = -247313.619300
  nChanged 22
		SP:Iteration 14Q (50487.230000 sec): 3 clusters
  Score: Raw -249890.269738 + Penalty 2563.952432 = -247326.317305
  nChanged 15
		SP:Iteration 15Q (50487.380000 sec): 3 clusters
  Score: Raw -249899.668248 + Penalty 2563.952432 = -247335.715816
  nChanged 10
		SP:Iteration 16Q (50487.530000 sec): 3 clusters
  Score: Raw -249905.508515 + Penalty 2563.952432 = -247341.556083
  nChanged 11
		SP:Iteration 17Q (50487.700000 sec): 3 clusters
  Score: Raw -249910.110789 + Penalty 2563.952432 = -247346.158357
  nChanged 7
		SP:Iteration 18Q (50487.840000 sec): 3 clusters
  Score: Raw -249913.691958 + Penalty 2563.952432 = -247349.739526
  nChanged 3
		SP:Iteration 19Q (50487.990000 sec): 3 clusters
  Score: Raw -249915.533282 + Penalty 2563.952432 = -247351.580850
  nChanged 1
		SP:Iteration 20F (50488.130000 sec): 3 clusters
  Score: Raw -249915.904535 + Penalty 2563.952432 = -247351.952102
  nChanged 0
Iteration 179Q (50662.610000 sec): 74 clusters
  Score: Raw -107667614.153054 + Penalty 165031.315925 = -107502582.837128
  nChanged 2497
Iteration 180F (50884.790000 sec): 74 clusters
  Score: Raw -107667946.832086 + Penalty 165031.315925 = -107502915.516161
  nChanged 2592
Iteration 181Q (51041.650000 sec): 74 clusters
  Score: Raw -107668314.059032 + Penalty 165031.315925 = -107503282.743107
  nChanged 2676
Iteration 182Q (51185.830000 sec): 74 clusters
  Score: Raw -107668700.644562 + Penalty 165031.315925 = -107503669.328637
  nChanged 2790
Iteration 183Q (51326.940000 sec): 74 clusters
  Score: Raw -107669128.551432 + Penalty 165031.315925 = -107504097.235507
  nChanged 2801
Iteration 184Q (51449.250000 sec): 74 clusters
  Score: Raw -107669582.936736 + Penalty 165031.315925 = -107504551.620811
  nChanged 2888
Iteration 185Q (51566.680000 sec): 74 clusters
  Score: Raw -107670073.639701 + Penalty 165031.315925 = -107505042.323776
  nChanged 2888
Iteration 186Q (51683.800000 sec): 74 clusters
  Score: Raw -107670550.230312 + Penalty 165031.315925 = -107505518.914387
  nChanged 2772
Iteration 187Q (51835.910000 sec): 74 clusters
  Score: Raw -107670980.116456 + Penalty 165031.315925 = -107505948.800531
  nChanged 2607
Iteration 188Q (52057.180000 sec): 74 clusters
  Score: Raw -107671373.949456 + Penalty 165031.315925 = -107506342.633531
  nChanged 2493
Iteration 189Q (52277.940000 sec): 74 clusters
  Score: Raw -107671719.756590 + Penalty 165031.315925 = -107506688.440664
  nChanged 2475
Iteration 190Q (52498.750000 sec): 74 clusters
  Score: Raw -107672043.534332 + Penalty 165031.315925 = -107507012.218407
  nChanged 2439
Iteration 191Q (52720.110000 sec): 74 clusters
  Score: Raw -107672348.471090 + Penalty 165031.315925 = -107507317.155164
  nChanged 2313
Iteration 192Q (52941.000000 sec): 74 clusters
  Score: Raw -107672606.852061 + Penalty 165031.315925 = -107507575.536136
  nChanged 2216
Iteration 193Q (53162.690000 sec): 74 clusters
  Score: Raw -107672859.450045 + Penalty 165031.315925 = -107507828.134119
  nChanged 2139
Iteration 194Q (53383.610000 sec): 74 clusters
  Score: Raw -107673127.055741 + Penalty 165031.315925 = -107508095.739815
  nChanged 2172
Iteration 195Q (53605.230000 sec): 74 clusters
  Score: Raw -107673391.191519 + Penalty 165031.315925 = -107508359.875594
  nChanged 2045
Iteration 196Q (53825.920000 sec): 74 clusters
  Score: Raw -107673627.681443 + Penalty 165031.315925 = -107508596.365518
  nChanged 1960
Iteration 197Q (54046.660000 sec): 74 clusters
  Score: Raw -107673828.801197 + Penalty 165031.315925 = -107508797.485272
  nChanged 1834
Iteration 198Q (54267.870000 sec): 74 clusters
  Score: Raw -107674001.329680 + Penalty 165031.315925 = -107508970.013755
  nChanged 1712
Iteration 199Q (54489.170000 sec): 74 clusters
  Score: Raw -107674157.133352 + Penalty 165031.315925 = -107509125.817427
  nChanged 1696
Iteration 200F (54796.280000 sec): 74 clusters
  Score: Raw -107674322.815183 + Penalty 165031.315925 = -107509291.499258
  nChanged 1696
Iteration 201Q (55016.990000 sec): 74 clusters
  Score: Raw -107674466.534587 + Penalty 165031.315925 = -107509435.218661
  nChanged 1653
Iteration 202Q (55237.290000 sec): 74 clusters
  Score: Raw -107674583.103109 + Penalty 165031.315925 = -107509551.787184
  nChanged 1584
Iteration 203Q (55458.470000 sec): 74 clusters
  Score: Raw -107674689.361863 + Penalty 165031.315925 = -107509658.045937
  nChanged 1560
Iteration 204Q (55678.640000 sec): 74 clusters
  Score: Raw -107674787.671730 + Penalty 165031.315925 = -107509756.355805
  nChanged 1498
Iteration 205Q (55899.990000 sec): 74 clusters
  Score: Raw -107674886.124917 + Penalty 165031.315925 = -107509854.808992
  nChanged 1551
Iteration 206Q (56120.670000 sec): 74 clusters
  Score: Raw -107674987.828508 + Penalty 165031.315925 = -107509956.512583
  nChanged 1517
Iteration 207Q (56341.870000 sec): 74 clusters
  Score: Raw -107675082.272931 + Penalty 165031.315925 = -107510050.957006
  nChanged 1466
Iteration 208Q (56562.700000 sec): 74 clusters
  Score: Raw -107675173.460298 + Penalty 165031.315925 = -107510142.144373
  nChanged 1463
Iteration 209Q (56784.020000 sec): 74 clusters
  Score: Raw -107675264.148935 + Penalty 165031.315925 = -107510232.833010
  nChanged 1415
Iteration 210Q (57005.390000 sec): 74 clusters
  Score: Raw -107675345.018905 + Penalty 165031.315925 = -107510313.702980
  nChanged 1346
Iteration 211Q (57227.250000 sec): 74 clusters
  Score: Raw -107675425.439654 + Penalty 165031.315925 = -107510394.123729
  nChanged 1354
Iteration 212Q (57448.170000 sec): 74 clusters
  Score: Raw -107675501.077551 + Penalty 165031.315925 = -107510469.761625
  nChanged 1404
Iteration 213Q (57669.940000 sec): 74 clusters
  Score: Raw -107675577.841654 + Penalty 165031.315925 = -107510546.525729
  nChanged 1384
Iteration 214Q (57890.770000 sec): 74 clusters
  Score: Raw -107675653.164678 + Penalty 165031.315925 = -107510621.848753
  nChanged 1380
Iteration 215Q (58111.510000 sec): 74 clusters
  Score: Raw -107675727.251689 + Penalty 165031.315925 = -107510695.935764
  nChanged 1342
Iteration 216Q (58331.840000 sec): 74 clusters
  Score: Raw -107675796.332139 + Penalty 165031.315925 = -107510765.016214
  nChanged 1286
Iteration 217Q (58552.970000 sec): 74 clusters
  Score: Raw -107675865.686837 + Penalty 165031.315925 = -107510834.370911
  nChanged 1281
Iteration 218Q (58773.650000 sec): 74 clusters
  Score: Raw -107675929.813265 + Penalty 165031.315925 = -107510898.497340
  nChanged 1250
Writing temp clu file 
Because OldScore, -107510834.370911, is greater than current (better) Score,-107510898.497340 
 Compute initial score before splitting:   Score: Raw -107675929.813265 + Penalty 165031.315925 = -107510898.497340
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (127184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58774.600000 sec): 2 clusters
  Score: Raw -12178475.143927 + Penalty 1909.925897 = -12176565.218030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58775.750000 sec): 3 clusters
  Score: Raw -12095014.670298 + Penalty 3819.851794 = -12091194.818504
  nChanged 61067
		SP:Iteration 1F (58776.890000 sec): 3 clusters
  Score: Raw -12131455.790192 + Penalty 3819.851794 = -12127635.938398
  nChanged 5318
		SP:Iteration 2Q (58778.150000 sec): 3 clusters
  Score: Raw -12133361.640761 + Penalty 3819.851794 = -12129541.788967
  nChanged 5960
		SP:Iteration 3Q (58779.410000 sec): 3 clusters
  Score: Raw -12135865.058894 + Penalty 3819.851794 = -12132045.207100
  nChanged 6768
		SP:Iteration 4F (58780.550000 sec): 3 clusters
  Score: Raw -12139111.529285 + Penalty 3819.851794 = -12135291.677491
  nChanged 7541
		SP:Iteration 5F (58781.710000 sec): 3 clusters
  Score: Raw -12143335.363973 + Penalty 3819.851794 = -12139515.512179
  nChanged 8007
		SP:Iteration 6F (58782.880000 sec): 3 clusters
  Score: Raw -12148320.815515 + Penalty 3819.851794 = -12144500.963721
  nChanged 7831
		SP:Iteration 7F (58784.050000 sec): 3 clusters
  Score: Raw -12153778.391721 + Penalty 3819.851794 = -12149958.539927
  nChanged 7156
		SP:Iteration 8F (58785.190000 sec): 3 clusters
  Score: Raw -12158617.268776 + Penalty 3819.851794 = -12154797.416982
  nChanged 5701
		SP:Iteration 9Q (58786.410000 sec): 3 clusters
  Score: Raw -12161648.280607 + Penalty 3819.851794 = -12157828.428813
  nChanged 4107
		SP:Iteration 10Q (58787.640000 sec): 3 clusters
  Score: Raw -12163334.214599 + Penalty 3819.851794 = -12159514.362805
  nChanged 2992
		SP:Iteration 11Q (58788.830000 sec): 3 clusters
  Score: Raw -12164388.108726 + Penalty 3819.851794 = -12160568.256932
  nChanged 2457
		SP:Iteration 12Q (58789.990000 sec): 3 clusters
  Score: Raw -12165214.668908 + Penalty 3819.851794 = -12161394.817114
  nChanged 2328
		SP:Iteration 13Q (58791.130000 sec): 3 clusters
  Score: Raw -12166038.311916 + Penalty 3819.851794 = -12162218.460122
  nChanged 2300
		SP:Iteration 14Q (58792.290000 sec): 3 clusters
  Score: Raw -12166867.030026 + Penalty 3819.851794 = -12163047.178231
  nChanged 2323
		SP:Iteration 15Q (58793.450000 sec): 3 clusters
  Score: Raw -12167745.528301 + Penalty 3819.851794 = -12163925.676507
  nChanged 2392
		SP:Iteration 16Q (58794.600000 sec): 3 clusters
  Score: Raw -12168702.265097 + Penalty 3819.851794 = -12164882.413303
  nChanged 2358
		SP:Iteration 17Q (58795.740000 sec): 3 clusters
  Score: Raw -12169681.230534 + Penalty 3819.851794 = -12165861.378740
  nChanged 2388
		SP:Iteration 18Q (58796.890000 sec): 3 clusters
  Score: Raw -12170717.711469 + Penalty 3819.851794 = -12166897.859675
  nChanged 2300
		SP:Iteration 19Q (58798.040000 sec): 3 clusters
  Score: Raw -12171749.918577 + Penalty 3819.851794 = -12167930.066783
  nChanged 2247
		SP:Iteration 20F (58799.180000 sec): 3 clusters
  Score: Raw -12172834.848445 + Penalty 3819.851794 = -12169014.996651
  nChanged 2156
		SP:Iteration 21Q (58800.260000 sec): 3 clusters
  Score: Raw -12173877.576517 + Penalty 3819.851794 = -12170057.724723
  nChanged 1992
		SP:Iteration 22Q (58801.380000 sec): 3 clusters
  Score: Raw -12174849.435118 + Penalty 3819.851794 = -12171029.583324
  nChanged 1745
		SP:Iteration 23Q (58802.450000 sec): 3 clusters
  Score: Raw -12175664.394258 + Penalty 3819.851794 = -12171844.542464
  nChanged 1516
		SP:Iteration 24Q (58803.510000 sec): 3 clusters
  Score: Raw -12176375.904987 + Penalty 3819.851794 = -12172556.053193
  nChanged 1320
		SP:Iteration 25Q (58804.620000 sec): 3 clusters
  Score: Raw -12176982.995615 + Penalty 3819.851794 = -12173163.143821
  nChanged 1099
		SP:Iteration 26Q (58805.700000 sec): 3 clusters
  Score: Raw -12177479.209395 + Penalty 3819.851794 = -12173659.357601
  nChanged 902
		SP:Iteration 27Q (58806.750000 sec): 3 clusters
  Score: Raw -12177863.393936 + Penalty 3819.851794 = -12174043.542141
  nChanged 721
		SP:Iteration 28Q (58807.850000 sec): 3 clusters
  Score: Raw -12178170.532027 + Penalty 3819.851794 = -12174350.680233
  nChanged 637
		SP:Iteration 29Q (58808.940000 sec): 3 clusters
  Score: Raw -12178440.047453 + Penalty 3819.851794 = -12174620.195659
  nChanged 498
		SP:Iteration 30Q (58809.970000 sec): 3 clusters
  Score: Raw -12178630.790941 + Penalty 3819.851794 = -12174810.939146
  nChanged 384
		SP:Iteration 31Q (58811.000000 sec): 3 clusters
  Score: Raw -12178769.713067 + Penalty 3819.851794 = -12174949.861273
  nChanged 293
		SP:Iteration 32Q (58812.030000 sec): 3 clusters
  Score: Raw -12178877.396471 + Penalty 3819.851794 = -12175057.544677
  nChanged 231
		SP:Iteration 33Q (58813.060000 sec): 3 clusters
  Score: Raw -12178961.763522 + Penalty 3819.851794 = -12175141.911728
  nChanged 209
		SP:Iteration 34Q (58814.090000 sec): 3 clusters
  Score: Raw -12179039.780038 + Penalty 3819.851794 = -12175219.928244
  nChanged 168
		SP:Iteration 35Q (58815.120000 sec): 3 clusters
  Score: Raw -12179090.787291 + Penalty 3819.851794 = -12175270.935497
  nChanged 127
		SP:Iteration 36Q (58816.160000 sec): 3 clusters
  Score: Raw -12179129.418693 + Penalty 3819.851794 = -12175309.566899
  nChanged 99
		SP:Iteration 37Q (58817.190000 sec): 3 clusters
  Score: Raw -12179162.856156 + Penalty 3819.851794 = -12175343.004362
  nChanged 85
		SP:Iteration 38Q (58818.240000 sec): 3 clusters
  Score: Raw -12179191.317949 + Penalty 3819.851794 = -12175371.466155
  nChanged 79
		SP:Iteration 39Q (58819.270000 sec): 3 clusters
  Score: Raw -12179218.652548 + Penalty 3819.851794 = -12175398.800754
  nChanged 70
		SP:Iteration 40F (58820.380000 sec): 3 clusters
  Score: Raw -12179240.850301 + Penalty 3819.851794 = -12175420.998507
  nChanged 65
		SP:Iteration 41Q (58821.460000 sec): 3 clusters
  Score: Raw -12179261.068842 + Penalty 3819.851794 = -12175441.217048
  nChanged 54
		SP:Iteration 42Q (58822.520000 sec): 3 clusters
  Score: Raw -12179274.556500 + Penalty 3819.851794 = -12175454.704706
  nChanged 50
		SP:Iteration 43Q (58823.580000 sec): 3 clusters
  Score: Raw -12179291.803559 + Penalty 3819.851794 = -12175471.951765
  nChanged 55
		SP:Iteration 44Q (58824.600000 sec): 3 clusters
  Score: Raw -12179308.310820 + Penalty 3819.851794 = -12175488.459026
  nChanged 56
		SP:Iteration 45Q (58825.630000 sec): 3 clusters
  Score: Raw -12179325.599896 + Penalty 3819.851794 = -12175505.748102
  nChanged 52
		SP:Iteration 46Q (58826.690000 sec): 3 clusters
  Score: Raw -12179340.038355 + Penalty 3819.851794 = -12175520.186561
  nChanged 38
		SP:Iteration 47Q (58827.720000 sec): 3 clusters
  Score: Raw -12179347.456355 + Penalty 3819.851794 = -12175527.604561
  nChanged 27
		SP:Iteration 48Q (58828.770000 sec): 3 clusters
  Score: Raw -12179353.442974 + Penalty 3819.851794 = -12175533.591180
  nChanged 27
		SP:Iteration 49Q (58829.800000 sec): 3 clusters
  Score: Raw -12179358.752425 + Penalty 3819.851794 = -12175538.900631
  nChanged 30
		SP:Iteration 50Q (58830.840000 sec): 3 clusters
  Score: Raw -12179364.502801 + Penalty 3819.851794 = -12175544.651007
  nChanged 21
		SP:Iteration 51Q (58831.890000 sec): 3 clusters
  Score: Raw -12179368.597560 + Penalty 3819.851794 = -12175548.745766
  nChanged 17
		SP:Iteration 52Q (58832.970000 sec): 3 clusters
  Score: Raw -12179371.872359 + Penalty 3819.851794 = -12175552.020565
  nChanged 10
		SP:Iteration 53Q (58834.040000 sec): 3 clusters
  Score: Raw -12179373.186282 + Penalty 3819.851794 = -12175553.334488
  nChanged 4
		SP:Iteration 54Q (58835.090000 sec): 3 clusters
  Score: Raw -12179373.871045 + Penalty 3819.851794 = -12175554.019251
  nChanged 3
		SP:Iteration 55Q (58836.120000 sec): 3 clusters
  Score: Raw -12179374.120114 + Penalty 3819.851794 = -12175554.268319
  nChanged 1
		SP:Iteration 56Q (58837.170000 sec): 3 clusters
  Score: Raw -12179374.345576 + Penalty 3819.851794 = -12175554.493782
  nChanged 2
		SP:Iteration 57Q (58838.230000 sec): 3 clusters
  Score: Raw -12179374.817975 + Penalty 3819.851794 = -12175554.966181
  nChanged 4
		SP:Iteration 58Q (58839.250000 sec): 3 clusters
  Score: Raw -12179375.366302 + Penalty 3819.851794 = -12175555.514508
  nChanged 3
		SP:Iteration 59Q (58840.310000 sec): 3 clusters
  Score: Raw -12179375.657598 + Penalty 3819.851794 = -12175555.805804
  nChanged 0
		SP:Iteration 60F (58841.420000 sec): 3 clusters
  Score: Raw -12179375.657598 + Penalty 3819.851794 = -12175555.805804
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58841.690000 sec): 2 clusters
  Score: Raw -3816002.745078 + Penalty 1706.355109 = -3814296.389970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58842.170000 sec): 3 clusters
  Score: Raw -3793151.186860 + Penalty 3412.710218 = -3789738.476642
  nChanged 17026
		SP:Iteration 1F (58842.560000 sec): 3 clusters
  Score: Raw -3802682.402793 + Penalty 3412.710218 = -3799269.692575
  nChanged 1513
		SP:Iteration 2Q (58842.980000 sec): 3 clusters
  Score: Raw -3803100.424416 + Penalty 3412.710218 = -3799687.714198
  nChanged 1394
		SP:Iteration 3Q (58843.400000 sec): 3 clusters
  Score: Raw -3803497.476727 + Penalty 3412.710218 = -3800084.766510
  nChanged 1338
		SP:Iteration 4Q (58843.830000 sec): 3 clusters
  Score: Raw -3803919.508554 + Penalty 3412.710218 = -3800506.798336
  nChanged 1452
		SP:Iteration 5Q (58844.250000 sec): 3 clusters
  Score: Raw -3804468.831331 + Penalty 3412.710218 = -3801056.121113
  nChanged 1760
		SP:Iteration 6Q (58844.700000 sec): 3 clusters
  Score: Raw -3805285.027018 + Penalty 3412.710218 = -3801872.316800
  nChanged 2182
		SP:Iteration 7F (58845.100000 sec): 3 clusters
  Score: Raw -3806560.495423 + Penalty 3412.710218 = -3803147.785206
  nChanged 2606
		SP:Iteration 8F (58845.530000 sec): 3 clusters
  Score: Raw -3808489.528570 + Penalty 3412.710218 = -3805076.818352
  nChanged 2848
		SP:Iteration 9F (58845.960000 sec): 3 clusters
  Score: Raw -3810940.766488 + Penalty 3412.710218 = -3807528.056270
  nChanged 2417
		SP:Iteration 10F (58846.390000 sec): 3 clusters
  Score: Raw -3813098.105564 + Penalty 3412.710218 = -3809685.395346
  nChanged 1604
		SP:Iteration 11Q (58846.810000 sec): 3 clusters
  Score: Raw -3814553.112909 + Penalty 3412.710218 = -3811140.402691
  nChanged 881
		SP:Iteration 12Q (58847.180000 sec): 3 clusters
  Score: Raw -3815355.509350 + Penalty 3412.710218 = -3811942.799132
  nChanged 448
		SP:Iteration 13Q (58847.560000 sec): 3 clusters
  Score: Raw -3815796.412930 + Penalty 3412.710218 = -3812383.702713
  nChanged 221
		SP:Iteration 14Q (58847.950000 sec): 3 clusters
  Score: Raw -3816026.464841 + Penalty 3412.710218 = -3812613.754623
  nChanged 135
		SP:Iteration 15Q (58848.290000 sec): 3 clusters
  Score: Raw -3816151.159512 + Penalty 3412.710218 = -3812738.449294
  nChanged 87
		SP:Iteration 16Q (58848.680000 sec): 3 clusters
  Score: Raw -3816221.316566 + Penalty 3412.710218 = -3812808.606349
  nChanged 63
		SP:Iteration 17Q (58849.010000 sec): 3 clusters
  Score: Raw -3816269.680502 + Penalty 3412.710218 = -3812856.970285
  nChanged 46
		SP:Iteration 18Q (58849.400000 sec): 3 clusters
  Score: Raw -3816296.744562 + Penalty 3412.710218 = -3812884.034344
  nChanged 35
		SP:Iteration 19Q (58849.740000 sec): 3 clusters
  Score: Raw -3816317.215420 + Penalty 3412.710218 = -3812904.505202
  nChanged 19
		SP:Iteration 20F (58850.170000 sec): 3 clusters
  Score: Raw -3816331.237464 + Penalty 3412.710218 = -3812918.527247
  nChanged 20
		SP:Iteration 21Q (58850.550000 sec): 3 clusters
  Score: Raw -3816342.096667 + Penalty 3412.710218 = -3812929.386450
  nChanged 15
		SP:Iteration 22Q (58850.890000 sec): 3 clusters
  Score: Raw -3816352.205985 + Penalty 3412.710218 = -3812939.495767
  nChanged 14
		SP:Iteration 23Q (58851.280000 sec): 3 clusters
  Score: Raw -3816360.937552 + Penalty 3412.710218 = -3812948.227334
  nChanged 11
		SP:Iteration 24Q (58851.620000 sec): 3 clusters
  Score: Raw -3816367.643901 + Penalty 3412.710218 = -3812954.933684
  nChanged 12
		SP:Iteration 25Q (58852.010000 sec): 3 clusters
  Score: Raw -3816375.195924 + Penalty 3412.710218 = -3812962.485706
  nChanged 5
		SP:Iteration 26Q (58852.350000 sec): 3 clusters
  Score: Raw -3816376.743672 + Penalty 3412.710218 = -3812964.033454
  nChanged 5
		SP:Iteration 27Q (58852.730000 sec): 3 clusters
  Score: Raw -3816378.371196 + Penalty 3412.710218 = -3812965.660979
  nChanged 3
		SP:Iteration 28Q (58853.070000 sec): 3 clusters
  Score: Raw -3816381.316271 + Penalty 3412.710218 = -3812968.606053
  nChanged 8
		SP:Iteration 29Q (58853.460000 sec): 3 clusters
  Score: Raw -3816386.383348 + Penalty 3412.710218 = -3812973.673130
  nChanged 7
		SP:Iteration 30Q (58853.800000 sec): 3 clusters
  Score: Raw -3816389.370795 + Penalty 3412.710218 = -3812976.660577
  nChanged 2
		SP:Iteration 31Q (58854.190000 sec): 3 clusters
  Score: Raw -3816389.932650 + Penalty 3412.710218 = -3812977.222432
  nChanged 2
		SP:Iteration 32Q (58854.530000 sec): 3 clusters
  Score: Raw -3816390.919370 + Penalty 3412.710218 = -3812978.209152
  nChanged 1
		SP:Iteration 33Q (58854.910000 sec): 3 clusters
  Score: Raw -3816391.941616 + Penalty 3412.710218 = -3812979.231398
  nChanged 1
		SP:Iteration 34Q (58855.250000 sec): 3 clusters
  Score: Raw -3816392.983247 + Penalty 3412.710218 = -3812980.273030
  nChanged 3
		SP:Iteration 35Q (58855.640000 sec): 3 clusters
  Score: Raw -3816395.161107 + Penalty 3412.710218 = -3812982.450889
  nChanged 7
		SP:Iteration 36Q (58855.980000 sec): 3 clusters
  Score: Raw -3816398.645154 + Penalty 3412.710218 = -3812985.934937
  nChanged 4
		SP:Iteration 37Q (58856.370000 sec): 3 clusters
  Score: Raw -3816401.169644 + Penalty 3412.710218 = -3812988.459426
  nChanged 4
		SP:Iteration 38Q (58856.710000 sec): 3 clusters
  Score: Raw -3816403.026063 + Penalty 3412.710218 = -3812990.315845
  nChanged 5
		SP:Iteration 39Q (58857.090000 sec): 3 clusters
  Score: Raw -3816405.002532 + Penalty 3412.710218 = -3812992.292314
  nChanged 4
		SP:Iteration 40F (58857.470000 sec): 3 clusters
  Score: Raw -3816406.275883 + Penalty 3412.710218 = -3812993.565666
  nChanged 2
		SP:Iteration 41Q (58857.830000 sec): 3 clusters
  Score: Raw -3816407.425887 + Penalty 3412.710218 = -3812994.715669
  nChanged 1
		SP:Iteration 42Q (58858.210000 sec): 3 clusters
  Score: Raw -3816407.896037 + Penalty 3412.710218 = -3812995.185819
  nChanged 0
		SP:Iteration 43F (58858.590000 sec): 3 clusters
  Score: Raw -3816407.896037 + Penalty 3412.710218 = -3812995.185819
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58858.700000 sec): 2 clusters
  Score: Raw -1419706.579947 + Penalty 1543.424585 = -1418163.155362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58858.910000 sec): 3 clusters
  Score: Raw -1412006.597426 + Penalty 3086.849169 = -1408919.748257
  nChanged 5775
		SP:Iteration 1F (58859.100000 sec): 3 clusters
  Score: Raw -1415024.983417 + Penalty 3086.849169 = -1411938.134248
  nChanged 761
		SP:Iteration 2F (58859.330000 sec): 3 clusters
  Score: Raw -1415375.207490 + Penalty 3086.849169 = -1412288.358321
  nChanged 742
		SP:Iteration 3F (58859.510000 sec): 3 clusters
  Score: Raw -1415788.555537 + Penalty 3086.849169 = -1412701.706367
  nChanged 828
		SP:Iteration 4F (58859.710000 sec): 3 clusters
  Score: Raw -1416306.057782 + Penalty 3086.849169 = -1413219.208612
  nChanged 817
		SP:Iteration 5F (58859.900000 sec): 3 clusters
  Score: Raw -1416811.783616 + Penalty 3086.849169 = -1413724.934446
  nChanged 791
		SP:Iteration 6F (58860.090000 sec): 3 clusters
  Score: Raw -1417308.440511 + Penalty 3086.849169 = -1414221.591342
  nChanged 725
		SP:Iteration 7F (58860.310000 sec): 3 clusters
  Score: Raw -1417816.719268 + Penalty 3086.849169 = -1414729.870099
  nChanged 657
		SP:Iteration 8Q (58860.500000 sec): 3 clusters
  Score: Raw -1418356.145115 + Penalty 3086.849169 = -1415269.295945
  nChanged 584
		SP:Iteration 9Q (58860.730000 sec): 3 clusters
  Score: Raw -1418910.233011 + Penalty 3086.849169 = -1415823.383842
  nChanged 470
		SP:Iteration 10Q (58860.930000 sec): 3 clusters
  Score: Raw -1419349.727048 + Penalty 3086.849169 = -1416262.877879
  nChanged 351
		SP:Iteration 11Q (58861.160000 sec): 3 clusters
  Score: Raw -1419637.725677 + Penalty 3086.849169 = -1416550.876508
  nChanged 225
		SP:Iteration 12Q (58861.350000 sec): 3 clusters
  Score: Raw -1419786.433214 + Penalty 3086.849169 = -1416699.584044
  nChanged 183
		SP:Iteration 13Q (58861.570000 sec): 3 clusters
  Score: Raw -1419886.703593 + Penalty 3086.849169 = -1416799.854424
  nChanged 137
		SP:Iteration 14Q (58861.750000 sec): 3 clusters
  Score: Raw -1419941.444270 + Penalty 3086.849169 = -1416854.595101
  nChanged 106
		SP:Iteration 15Q (58861.930000 sec): 3 clusters
  Score: Raw -1419984.054497 + Penalty 3086.849169 = -1416897.205328
  nChanged 107
		SP:Iteration 16Q (58862.120000 sec): 3 clusters
  Score: Raw -1420022.381046 + Penalty 3086.849169 = -1416935.531876
  nChanged 86
		SP:Iteration 17Q (58862.320000 sec): 3 clusters
  Score: Raw -1420050.407682 + Penalty 3086.849169 = -1416963.558512
  nChanged 65
		SP:Iteration 18Q (58862.540000 sec): 3 clusters
  Score: Raw -1420066.733107 + Penalty 3086.849169 = -1416979.883937
  nChanged 42
		SP:Iteration 19Q (58862.710000 sec): 3 clusters
  Score: Raw -1420078.265018 + Penalty 3086.849169 = -1416991.415848
  nChanged 40
		SP:Iteration 20F (58862.910000 sec): 3 clusters
  Score: Raw -1420087.239631 + Penalty 3086.849169 = -1417000.390462
  nChanged 22
		SP:Iteration 21Q (58863.090000 sec): 3 clusters
  Score: Raw -1420091.528360 + Penalty 3086.849169 = -1417004.679191
  nChanged 21
		SP:Iteration 22Q (58863.290000 sec): 3 clusters
  Score: Raw -1420095.699030 + Penalty 3086.849169 = -1417008.849861
  nChanged 18
		SP:Iteration 23Q (58863.510000 sec): 3 clusters
  Score: Raw -1420099.640489 + Penalty 3086.849169 = -1417012.791320
  nChanged 17
		SP:Iteration 24Q (58863.690000 sec): 3 clusters
  Score: Raw -1420103.198576 + Penalty 3086.849169 = -1417016.349406
  nChanged 15
		SP:Iteration 25Q (58863.870000 sec): 3 clusters
  Score: Raw -1420105.658466 + Penalty 3086.849169 = -1417018.809297
  nChanged 17
		SP:Iteration 26Q (58864.050000 sec): 3 clusters
  Score: Raw -1420109.329789 + Penalty 3086.849169 = -1417022.480620
  nChanged 17
		SP:Iteration 27Q (58864.250000 sec): 3 clusters
  Score: Raw -1420112.534164 + Penalty 3086.849169 = -1417025.684995
  nChanged 14
		SP:Iteration 28Q (58864.440000 sec): 3 clusters
  Score: Raw -1420115.332469 + Penalty 3086.849169 = -1417028.483299
  nChanged 8
		SP:Iteration 29Q (58864.620000 sec): 3 clusters
  Score: Raw -1420116.717491 + Penalty 3086.849169 = -1417029.868321
  nChanged 5
		SP:Iteration 30Q (58864.820000 sec): 3 clusters
  Score: Raw -1420117.542628 + Penalty 3086.849169 = -1417030.693459
  nChanged 5
		SP:Iteration 31Q (58864.990000 sec): 3 clusters
  Score: Raw -1420118.059888 + Penalty 3086.849169 = -1417031.210719
  nChanged 4
		SP:Iteration 32Q (58865.170000 sec): 3 clusters
  Score: Raw -1420118.553798 + Penalty 3086.849169 = -1417031.704629
  nChanged 3
		SP:Iteration 33Q (58865.350000 sec): 3 clusters
  Score: Raw -1420118.903475 + Penalty 3086.849169 = -1417032.054305
  nChanged 3
		SP:Iteration 34Q (58865.560000 sec): 3 clusters
  Score: Raw -1420119.460653 + Penalty 3086.849169 = -1417032.611484
  nChanged 2
		SP:Iteration 35Q (58865.770000 sec): 3 clusters
  Score: Raw -1420119.659694 + Penalty 3086.849169 = -1417032.810525
  nChanged 0
		SP:Iteration 36F (58865.960000 sec): 3 clusters
  Score: Raw -1420119.659694 + Penalty 3086.849169 = -1417032.810525
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (118245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58866.690000 sec): 2 clusters
  Score: Raw -12326757.281706 + Penalty 1898.083529 = -12324859.198177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58867.790000 sec): 3 clusters
  Score: Raw -12249576.287748 + Penalty 3796.167057 = -12245780.120691
  nChanged 56690
		SP:Iteration 1F (58868.900000 sec): 3 clusters
  Score: Raw -12282855.391014 + Penalty 3796.167057 = -12279059.223956
  nChanged 4171
		SP:Iteration 2Q (58870.050000 sec): 3 clusters
  Score: Raw -12284044.888706 + Penalty 3796.167057 = -12280248.721649
  nChanged 4837
		SP:Iteration 3Q (58871.190000 sec): 3 clusters
  Score: Raw -12285803.022524 + Penalty 3796.167057 = -12282006.855467
  nChanged 5979
		SP:Iteration 4F (58872.280000 sec): 3 clusters
  Score: Raw -12288683.386032 + Penalty 3796.167057 = -12284887.218975
  nChanged 7580
		SP:Iteration 5F (58873.350000 sec): 3 clusters
  Score: Raw -12293385.083391 + Penalty 3796.167057 = -12289588.916334
  nChanged 8924
		SP:Iteration 6F (58874.410000 sec): 3 clusters
  Score: Raw -12300332.591961 + Penalty 3796.167057 = -12296536.424904
  nChanged 9531
		SP:Iteration 7F (58875.500000 sec): 3 clusters
  Score: Raw -12308985.434066 + Penalty 3796.167057 = -12305189.267009
  nChanged 8235
		SP:Iteration 8F (58876.610000 sec): 3 clusters
  Score: Raw -12316947.274222 + Penalty 3796.167057 = -12313151.107165
  nChanged 5367
		SP:Iteration 9Q (58877.740000 sec): 3 clusters
  Score: Raw -12322034.795363 + Penalty 3796.167057 = -12318238.628306
  nChanged 2961
		SP:Iteration 10Q (58878.770000 sec): 3 clusters
  Score: Raw -12324719.825684 + Penalty 3796.167057 = -12320923.658627
  nChanged 1400
		SP:Iteration 11Q (58879.750000 sec): 3 clusters
  Score: Raw -12325927.488724 + Penalty 3796.167057 = -12322131.321667
  nChanged 622
		SP:Iteration 12Q (58880.710000 sec): 3 clusters
  Score: Raw -12326449.923325 + Penalty 3796.167057 = -12322653.756268
  nChanged 255
		SP:Iteration 13Q (58881.700000 sec): 3 clusters
  Score: Raw -12326663.171871 + Penalty 3796.167057 = -12322867.004814
  nChanged 148
		SP:Iteration 14Q (58882.680000 sec): 3 clusters
  Score: Raw -12326787.213231 + Penalty 3796.167057 = -12322991.046174
  nChanged 83
		SP:Iteration 15Q (58883.660000 sec): 3 clusters
  Score: Raw -12326873.195811 + Penalty 3796.167057 = -12323077.028754
  nChanged 48
		SP:Iteration 16Q (58884.650000 sec): 3 clusters
  Score: Raw -12326925.845300 + Penalty 3796.167057 = -12323129.678243
  nChanged 26
		SP:Iteration 17Q (58885.630000 sec): 3 clusters
  Score: Raw -12326951.950682 + Penalty 3796.167057 = -12323155.783625
  nChanged 20
		SP:Iteration 18Q (58886.610000 sec): 3 clusters
  Score: Raw -12326973.679069 + Penalty 3796.167057 = -12323177.512012
  nChanged 12
		SP:Iteration 19Q (58887.590000 sec): 3 clusters
  Score: Raw -12326989.219303 + Penalty 3796.167057 = -12323193.052246
  nChanged 11
		SP:Iteration 20F (58888.680000 sec): 3 clusters
  Score: Raw -12327005.677494 + Penalty 3796.167057 = -12323209.510437
  nChanged 7
		SP:Iteration 21Q (58889.630000 sec): 3 clusters
  Score: Raw -12327012.911299 + Penalty 3796.167057 = -12323216.744242
  nChanged 5
		SP:Iteration 22Q (58890.570000 sec): 3 clusters
  Score: Raw -12327018.171860 + Penalty 3796.167057 = -12323222.004803
  nChanged 3
		SP:Iteration 23Q (58891.530000 sec): 3 clusters
  Score: Raw -12327021.867800 + Penalty 3796.167057 = -12323225.700743
  nChanged 2
		SP:Iteration 24Q (58892.480000 sec): 3 clusters
  Score: Raw -12327023.683223 + Penalty 3796.167057 = -12323227.516166
  nChanged 1
		SP:Iteration 25Q (58893.470000 sec): 3 clusters
  Score: Raw -12327024.750221 + Penalty 3796.167057 = -12323228.583164
  nChanged 1
		SP:Iteration 26Q (58894.460000 sec): 3 clusters
  Score: Raw -12327025.572117 + Penalty 3796.167057 = -12323229.405060
  nChanged 2
		SP:Iteration 27Q (58895.440000 sec): 3 clusters
  Score: Raw -12327027.592837 + Penalty 3796.167057 = -12323231.425780
  nChanged 1
		SP:Iteration 28Q (58896.420000 sec): 3 clusters
  Score: Raw -12327028.366647 + Penalty 3796.167057 = -12323232.199589
  nChanged 1
		SP:Iteration 29Q (58897.400000 sec): 3 clusters
  Score: Raw -12327029.266651 + Penalty 3796.167057 = -12323233.099594
  nChanged 0
		SP:Iteration 30F (58898.460000 sec): 3 clusters
  Score: Raw -12327029.266651 + Penalty 3796.167057 = -12323233.099594
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (8965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58898.580000 sec): 2 clusters
  Score: Raw -967396.883965 + Penalty 1478.926050 = -965917.957915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58898.740000 sec): 3 clusters
  Score: Raw -962372.615891 + Penalty 2957.852100 = -959414.763790
  nChanged 3780
		SP:Iteration 1F (58898.880000 sec): 3 clusters
  Score: Raw -964428.672554 + Penalty 2957.852100 = -961470.820454
  nChanged 508
		SP:Iteration 2F (58899.010000 sec): 3 clusters
  Score: Raw -964630.046060 + Penalty 2957.852100 = -961672.193960
  nChanged 419
		SP:Iteration 3Q (58899.160000 sec): 3 clusters
  Score: Raw -964790.133038 + Penalty 2957.852100 = -961832.280938
  nChanged 341
		SP:Iteration 4Q (58899.300000 sec): 3 clusters
  Score: Raw -964908.808408 + Penalty 2957.852100 = -961950.956307
  nChanged 270
		SP:Iteration 5Q (58899.460000 sec): 3 clusters
  Score: Raw -965012.502581 + Penalty 2957.852100 = -962054.650480
  nChanged 274
		SP:Iteration 6Q (58899.600000 sec): 3 clusters
  Score: Raw -965113.397237 + Penalty 2957.852100 = -962155.545137
  nChanged 284
		SP:Iteration 7Q (58899.740000 sec): 3 clusters
  Score: Raw -965217.756537 + Penalty 2957.852100 = -962259.904437
  nChanged 282
		SP:Iteration 8Q (58899.890000 sec): 3 clusters
  Score: Raw -965330.138406 + Penalty 2957.852100 = -962372.286306
  nChanged 317
		SP:Iteration 9Q (58900.040000 sec): 3 clusters
  Score: Raw -965479.363168 + Penalty 2957.852100 = -962521.511068
  nChanged 327
		SP:Iteration 10Q (58900.190000 sec): 3 clusters
  Score: Raw -965651.113018 + Penalty 2957.852100 = -962693.260918
  nChanged 361
		SP:Iteration 11Q (58900.330000 sec): 3 clusters
  Score: Raw -965840.714936 + Penalty 2957.852100 = -962882.862836
  nChanged 328
		SP:Iteration 12Q (58900.480000 sec): 3 clusters
  Score: Raw -966052.329742 + Penalty 2957.852100 = -963094.477642
  nChanged 380
		SP:Iteration 13Q (58900.630000 sec): 3 clusters
  Score: Raw -966334.320875 + Penalty 2957.852100 = -963376.468774
  nChanged 384
		SP:Iteration 14Q (58900.780000 sec): 3 clusters
  Score: Raw -966616.328376 + Penalty 2957.852100 = -963658.476275
  nChanged 311
		SP:Iteration 15Q (58900.910000 sec): 3 clusters
  Score: Raw -966853.769112 + Penalty 2957.852100 = -963895.917012
  nChanged 240
		SP:Iteration 16Q (58901.050000 sec): 3 clusters
  Score: Raw -967040.798822 + Penalty 2957.852100 = -964082.946722
  nChanged 195
		SP:Iteration 17Q (58901.190000 sec): 3 clusters
  Score: Raw -967207.268391 + Penalty 2957.852100 = -964249.416291
  nChanged 166
		SP:Iteration 18Q (58901.330000 sec): 3 clusters
  Score: Raw -967368.478500 + Penalty 2957.852100 = -964410.626399
  nChanged 110
		SP:Iteration 19Q (58901.470000 sec): 3 clusters
  Score: Raw -967479.540461 + Penalty 2957.852100 = -964521.688361
  nChanged 84
		SP:Iteration 20F (58901.620000 sec): 3 clusters
  Score: Raw -967550.515320 + Penalty 2957.852100 = -964592.663220
  nChanged 55
		SP:Iteration 21Q (58901.740000 sec): 3 clusters
  Score: Raw -967587.699032 + Penalty 2957.852100 = -964629.846932
  nChanged 30
		SP:Iteration 22Q (58901.870000 sec): 3 clusters
  Score: Raw -967609.780623 + Penalty 2957.852100 = -964651.928522
  nChanged 21
		SP:Iteration 23Q (58902.000000 sec): 3 clusters
  Score: Raw -967621.579461 + Penalty 2957.852100 = -964663.727361
  nChanged 14
		SP:Iteration 24Q (58902.140000 sec): 3 clusters
  Score: Raw -967630.043225 + Penalty 2957.852100 = -964672.191125
  nChanged 8
		SP:Iteration 25Q (58902.280000 sec): 3 clusters
  Score: Raw -967633.454515 + Penalty 2957.852100 = -964675.602415
  nChanged 7
		SP:Iteration 26Q (58902.410000 sec): 3 clusters
  Score: Raw -967638.515054 + Penalty 2957.852100 = -964680.662954
  nChanged 6
		SP:Iteration 27Q (58902.550000 sec): 3 clusters
  Score: Raw -967642.905996 + Penalty 2957.852100 = -964685.053895
  nChanged 6
		SP:Iteration 28Q (58902.680000 sec): 3 clusters
  Score: Raw -967647.368161 + Penalty 2957.852100 = -964689.516061
  nChanged 6
		SP:Iteration 29Q (58902.810000 sec): 3 clusters
  Score: Raw -967652.622660 + Penalty 2957.852100 = -964694.770559
  nChanged 10
		SP:Iteration 30Q (58902.940000 sec): 3 clusters
  Score: Raw -967656.768846 + Penalty 2957.852100 = -964698.916746
  nChanged 8
		SP:Iteration 31Q (58903.070000 sec): 3 clusters
  Score: Raw -967661.294840 + Penalty 2957.852100 = -964703.442739
  nChanged 5
		SP:Iteration 32Q (58903.200000 sec): 3 clusters
  Score: Raw -967664.650241 + Penalty 2957.852100 = -964706.798141
  nChanged 2
		SP:Iteration 33Q (58903.340000 sec): 3 clusters
  Score: Raw -967665.511630 + Penalty 2957.852100 = -964707.659529
  nChanged 3
		SP:Iteration 34Q (58903.480000 sec): 3 clusters
  Score: Raw -967666.753654 + Penalty 2957.852100 = -964708.901554
  nChanged 2
		SP:Iteration 35Q (58903.610000 sec): 3 clusters
  Score: Raw -967667.492913 + Penalty 2957.852100 = -964709.640813
  nChanged 2
		SP:Iteration 36Q (58903.750000 sec): 3 clusters
  Score: Raw -967668.949733 + Penalty 2957.852100 = -964711.097632
  nChanged 3
		SP:Iteration 37Q (58903.880000 sec): 3 clusters
  Score: Raw -967670.006314 + Penalty 2957.852100 = -964712.154213
  nChanged 2
		SP:Iteration 38Q (58904.000000 sec): 3 clusters
  Score: Raw -967671.219799 + Penalty 2957.852100 = -964713.367699
  nChanged 3
		SP:Iteration 39Q (58904.130000 sec): 3 clusters
  Score: Raw -967673.587453 + Penalty 2957.852100 = -964715.735352
  nChanged 4
		SP:Iteration 40F (58904.270000 sec): 3 clusters
  Score: Raw -967676.577799 + Penalty 2957.852100 = -964718.725699
  nChanged 3
		SP:Iteration 41Q (58904.410000 sec): 3 clusters
  Score: Raw -967678.947723 + Penalty 2957.852100 = -964721.095623
  nChanged 4
		SP:Iteration 42Q (58904.550000 sec): 3 clusters
  Score: Raw -967680.694292 + Penalty 2957.852100 = -964722.842191
  nChanged 3
		SP:Iteration 43Q (58904.680000 sec): 3 clusters
  Score: Raw -967682.516537 + Penalty 2957.852100 = -964724.664437
  nChanged 2
		SP:Iteration 44Q (58904.810000 sec): 3 clusters
  Score: Raw -967683.690539 + Penalty 2957.852100 = -964725.838439
  nChanged 1
		SP:Iteration 45Q (58904.950000 sec): 3 clusters
  Score: Raw -967684.293580 + Penalty 2957.852100 = -964726.441480
  nChanged 1
		SP:Iteration 46Q (58905.070000 sec): 3 clusters
  Score: Raw -967684.980704 + Penalty 2957.852100 = -964727.128603
  nChanged 1
		SP:Iteration 47Q (58905.190000 sec): 3 clusters
  Score: Raw -967685.613552 + Penalty 2957.852100 = -964727.761451
  nChanged 0
		SP:Iteration 48F (58905.330000 sec): 3 clusters
  Score: Raw -967685.613552 + Penalty 2957.852100 = -964727.761451
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58905.410000 sec): 2 clusters
  Score: Raw -159635.143555 + Penalty 1219.374121 = -158415.769433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58905.440000 sec): 3 clusters
  Score: Raw -158889.945702 + Penalty 2438.748243 = -156451.197459
  nChanged 626
		SP:Iteration 1F (58905.480000 sec): 3 clusters
  Score: Raw -159364.762510 + Penalty 2438.748243 = -156926.014267
  nChanged 197
		SP:Iteration 2F (58905.520000 sec): 3 clusters
  Score: Raw -159570.407344 + Penalty 2438.748243 = -157131.659101
  nChanged 112
		SP:Iteration 3F (58905.560000 sec): 3 clusters
  Score: Raw -159675.189763 + Penalty 2438.748243 = -157236.441520
  nChanged 89
		SP:Iteration 4Q (58905.590000 sec): 3 clusters
  Score: Raw -159769.238524 + Penalty 2438.748243 = -157330.490281
  nChanged 91
		SP:Iteration 5F (58905.630000 sec): 3 clusters
  Score: Raw -159888.534493 + Penalty 2438.748243 = -157449.786250
  nChanged 75
		SP:Iteration 6Q (58905.670000 sec): 3 clusters
  Score: Raw -159957.277877 + Penalty 2438.748243 = -157518.529634
  nChanged 56
		SP:Iteration 7Q (58905.700000 sec): 3 clusters
  Score: Raw -160036.606176 + Penalty 2438.748243 = -157597.857933
  nChanged 54
		SP:Iteration 8Q (58905.740000 sec): 3 clusters
  Score: Raw -160114.513939 + Penalty 2438.748243 = -157675.765697
  nChanged 51
		SP:Iteration 9Q (58905.770000 sec): 3 clusters
  Score: Raw -160178.251322 + Penalty 2438.748243 = -157739.503080
  nChanged 38
		SP:Iteration 10Q (58905.810000 sec): 3 clusters
  Score: Raw -160208.861570 + Penalty 2438.748243 = -157770.113327
  nChanged 29
		SP:Iteration 11Q (58905.840000 sec): 3 clusters
  Score: Raw -160229.412256 + Penalty 2438.748243 = -157790.664013
  nChanged 16
		SP:Iteration 12Q (58905.870000 sec): 3 clusters
  Score: Raw -160240.648186 + Penalty 2438.748243 = -157801.899943
  nChanged 15
		SP:Iteration 13Q (58905.910000 sec): 3 clusters
  Score: Raw -160252.460935 + Penalty 2438.748243 = -157813.712692
  nChanged 11
		SP:Iteration 14Q (58905.950000 sec): 3 clusters
  Score: Raw -160259.908451 + Penalty 2438.748243 = -157821.160208
  nChanged 2
		SP:Iteration 15Q (58905.980000 sec): 3 clusters
  Score: Raw -160261.275232 + Penalty 2438.748243 = -157822.526989
  nChanged 3
		SP:Iteration 16Q (58906.010000 sec): 3 clusters
  Score: Raw -160262.288938 + Penalty 2438.748243 = -157823.540696
  nChanged 2
		SP:Iteration 17Q (58906.050000 sec): 3 clusters
  Score: Raw -160263.476202 + Penalty 2438.748243 = -157824.727959
  nChanged 0
		SP:Iteration 18F (58906.080000 sec): 3 clusters
  Score: Raw -160263.476202 + Penalty 2438.748243 = -157824.727959
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (3797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58906.160000 sec): 2 clusters
  Score: Raw -376766.181130 + Penalty 1339.319566 = -375426.861564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58906.230000 sec): 3 clusters
  Score: Raw -374888.904120 + Penalty 2678.639132 = -372210.264988
  nChanged 1508
		SP:Iteration 1F (58906.310000 sec): 3 clusters
  Score: Raw -375794.726980 + Penalty 2678.639132 = -373116.087848
  nChanged 267
		SP:Iteration 2F (58906.370000 sec): 3 clusters
  Score: Raw -375932.236577 + Penalty 2678.639132 = -373253.597445
  nChanged 168
		SP:Iteration 3Q (58906.450000 sec): 3 clusters
  Score: Raw -376006.629488 + Penalty 2678.639132 = -373327.990356
  nChanged 119
		SP:Iteration 4Q (58906.520000 sec): 3 clusters
  Score: Raw -376061.178731 + Penalty 2678.639132 = -373382.539599
  nChanged 92
		SP:Iteration 5Q (58906.590000 sec): 3 clusters
  Score: Raw -376107.197552 + Penalty 2678.639132 = -373428.558420
  nChanged 91
		SP:Iteration 6Q (58906.670000 sec): 3 clusters
  Score: Raw -376143.629002 + Penalty 2678.639132 = -373464.989870
  nChanged 78
		SP:Iteration 7Q (58906.740000 sec): 3 clusters
  Score: Raw -376183.792686 + Penalty 2678.639132 = -373505.153553
  nChanged 80
		SP:Iteration 8Q (58906.810000 sec): 3 clusters
  Score: Raw -376236.998023 + Penalty 2678.639132 = -373558.358891
  nChanged 92
		SP:Iteration 9Q (58906.890000 sec): 3 clusters
  Score: Raw -376281.692113 + Penalty 2678.639132 = -373603.052981
  nChanged 77
		SP:Iteration 10Q (58906.960000 sec): 3 clusters
  Score: Raw -376324.396259 + Penalty 2678.639132 = -373645.757126
  nChanged 74
		SP:Iteration 11Q (58907.040000 sec): 3 clusters
  Score: Raw -376362.303613 + Penalty 2678.639132 = -373683.664481
  nChanged 71
		SP:Iteration 12Q (58907.110000 sec): 3 clusters
  Score: Raw -376399.353258 + Penalty 2678.639132 = -373720.714126
  nChanged 65
		SP:Iteration 13Q (58907.180000 sec): 3 clusters
  Score: Raw -376437.602242 + Penalty 2678.639132 = -373758.963110
  nChanged 86
		SP:Iteration 14Q (58907.260000 sec): 3 clusters
  Score: Raw -376491.083461 + Penalty 2678.639132 = -373812.444328
  nChanged 84
		SP:Iteration 15Q (58907.330000 sec): 3 clusters
  Score: Raw -376541.764631 + Penalty 2678.639132 = -373863.125499
  nChanged 67
		SP:Iteration 16Q (58907.400000 sec): 3 clusters
  Score: Raw -376575.463889 + Penalty 2678.639132 = -373896.824757
  nChanged 65
		SP:Iteration 17Q (58907.470000 sec): 3 clusters
  Score: Raw -376611.622124 + Penalty 2678.639132 = -373932.982992
  nChanged 63
		SP:Iteration 18Q (58907.550000 sec): 3 clusters
  Score: Raw -376644.833198 + Penalty 2678.639132 = -373966.194066
  nChanged 65
		SP:Iteration 19Q (58907.620000 sec): 3 clusters
  Score: Raw -376672.681782 + Penalty 2678.639132 = -373994.042650
  nChanged 47
		SP:Iteration 20F (58907.690000 sec): 3 clusters
  Score: Raw -376692.971550 + Penalty 2678.639132 = -374014.332418
  nChanged 42
		SP:Iteration 21Q (58907.760000 sec): 3 clusters
  Score: Raw -376714.785940 + Penalty 2678.639132 = -374036.146808
  nChanged 47
		SP:Iteration 22Q (58907.830000 sec): 3 clusters
  Score: Raw -376734.572467 + Penalty 2678.639132 = -374055.933335
  nChanged 36
		SP:Iteration 23Q (58907.910000 sec): 3 clusters
  Score: Raw -376748.461133 + Penalty 2678.639132 = -374069.822001
  nChanged 39
		SP:Iteration 24Q (58907.980000 sec): 3 clusters
  Score: Raw -376761.082642 + Penalty 2678.639132 = -374082.443510
  nChanged 27
		SP:Iteration 25Q (58908.050000 sec): 3 clusters
  Score: Raw -376772.326304 + Penalty 2678.639132 = -374093.687172
  nChanged 23
		SP:Iteration 26Q (58908.120000 sec): 3 clusters
  Score: Raw -376781.131305 + Penalty 2678.639132 = -374102.492173
  nChanged 24
		SP:Iteration 27Q (58908.190000 sec): 3 clusters
  Score: Raw -376787.526917 + Penalty 2678.639132 = -374108.887785
  nChanged 21
		SP:Iteration 28Q (58908.270000 sec): 3 clusters
  Score: Raw -376792.901409 + Penalty 2678.639132 = -374114.262277
  nChanged 13
		SP:Iteration 29Q (58908.340000 sec): 3 clusters
  Score: Raw -376797.192103 + Penalty 2678.639132 = -374118.552971
  nChanged 15
		SP:Iteration 30Q (58908.410000 sec): 3 clusters
  Score: Raw -376800.535123 + Penalty 2678.639132 = -374121.895991
  nChanged 11
		SP:Iteration 31Q (58908.480000 sec): 3 clusters
  Score: Raw -376803.237571 + Penalty 2678.639132 = -374124.598439
  nChanged 9
		SP:Iteration 32Q (58908.550000 sec): 3 clusters
  Score: Raw -376805.264731 + Penalty 2678.639132 = -374126.625599
  nChanged 8
		SP:Iteration 33Q (58908.630000 sec): 3 clusters
  Score: Raw -376808.576916 + Penalty 2678.639132 = -374129.937784
  nChanged 10
		SP:Iteration 34Q (58908.700000 sec): 3 clusters
  Score: Raw -376812.823148 + Penalty 2678.639132 = -374134.184016
  nChanged 12
		SP:Iteration 35Q (58908.770000 sec): 3 clusters
  Score: Raw -376815.517010 + Penalty 2678.639132 = -374136.877878
  nChanged 10
		SP:Iteration 36Q (58908.840000 sec): 3 clusters
  Score: Raw -376818.615478 + Penalty 2678.639132 = -374139.976345
  nChanged 11
		SP:Iteration 37Q (58908.910000 sec): 3 clusters
  Score: Raw -376822.405361 + Penalty 2678.639132 = -374143.766229
  nChanged 11
		SP:Iteration 38Q (58908.990000 sec): 3 clusters
  Score: Raw -376826.304928 + Penalty 2678.639132 = -374147.665796
  nChanged 7
		SP:Iteration 39Q (58909.060000 sec): 3 clusters
  Score: Raw -376828.685996 + Penalty 2678.639132 = -374150.046864
  nChanged 10
		SP:Iteration 40F (58909.130000 sec): 3 clusters
  Score: Raw -376831.537880 + Penalty 2678.639132 = -374152.898748
  nChanged 7
		SP:Iteration 41Q (58909.200000 sec): 3 clusters
  Score: Raw -376832.788584 + Penalty 2678.639132 = -374154.149452
  nChanged 2
		SP:Iteration 42Q (58909.270000 sec): 3 clusters
  Score: Raw -376833.707115 + Penalty 2678.639132 = -374155.067983
  nChanged 2
		SP:Iteration 43Q (58909.340000 sec): 3 clusters
  Score: Raw -376834.029871 + Penalty 2678.639132 = -374155.390739
  nChanged 1
		SP:Iteration 44Q (58909.410000 sec): 3 clusters
  Score: Raw -376834.309610 + Penalty 2678.639132 = -374155.670478
  nChanged 2
		SP:Iteration 45Q (58909.490000 sec): 3 clusters
  Score: Raw -376834.763551 + Penalty 2678.639132 = -374156.124419
  nChanged 2
		SP:Iteration 46Q (58909.560000 sec): 3 clusters
  Score: Raw -376834.994560 + Penalty 2678.639132 = -374156.355428
  nChanged 2
		SP:Iteration 47Q (58909.630000 sec): 3 clusters
  Score: Raw -376835.557238 + Penalty 2678.639132 = -374156.918106
  nChanged 0
		SP:Iteration 48F (58909.700000 sec): 3 clusters
  Score: Raw -376835.557238 + Penalty 2678.639132 = -374156.918106
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58909.890000 sec): 2 clusters
  Score: Raw -1763226.398318 + Penalty 1577.563123 = -1761648.835195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58910.130000 sec): 3 clusters
  Score: Raw -1753502.888205 + Penalty 3155.126246 = -1750347.761959
  nChanged 7407
		SP:Iteration 1F (58910.340000 sec): 3 clusters
  Score: Raw -1757529.542511 + Penalty 3155.126246 = -1754374.416266
  nChanged 895
		SP:Iteration 2F (58910.620000 sec): 3 clusters
  Score: Raw -1757861.441483 + Penalty 3155.126246 = -1754706.315237
  nChanged 793
		SP:Iteration 3Q (58910.830000 sec): 3 clusters
  Score: Raw -1758209.287598 + Penalty 3155.126246 = -1755054.161352
  nChanged 885
		SP:Iteration 4F (58911.040000 sec): 3 clusters
  Score: Raw -1758697.626488 + Penalty 3155.126246 = -1755542.500242
  nChanged 1033
		SP:Iteration 5F (58911.310000 sec): 3 clusters
  Score: Raw -1759320.093400 + Penalty 3155.126246 = -1756164.967154
  nChanged 1052
		SP:Iteration 6F (58911.510000 sec): 3 clusters
  Score: Raw -1759963.224395 + Penalty 3155.126246 = -1756808.098150
  nChanged 968
		SP:Iteration 7F (58911.710000 sec): 3 clusters
  Score: Raw -1760516.538163 + Penalty 3155.126246 = -1757361.411917
  nChanged 794
		SP:Iteration 8Q (58911.950000 sec): 3 clusters
  Score: Raw -1760939.737852 + Penalty 3155.126246 = -1757784.611606
  nChanged 661
		SP:Iteration 9Q (58912.190000 sec): 3 clusters
  Score: Raw -1761266.230778 + Penalty 3155.126246 = -1758111.104532
  nChanged 548
		SP:Iteration 10Q (58912.400000 sec): 3 clusters
  Score: Raw -1761525.465027 + Penalty 3155.126246 = -1758370.338782
  nChanged 430
		SP:Iteration 11Q (58912.630000 sec): 3 clusters
  Score: Raw -1761723.450374 + Penalty 3155.126246 = -1758568.324128
  nChanged 369
		SP:Iteration 12Q (58912.880000 sec): 3 clusters
  Score: Raw -1761907.147033 + Penalty 3155.126246 = -1758752.020788
  nChanged 370
		SP:Iteration 13Q (58913.090000 sec): 3 clusters
  Score: Raw -1762105.383718 + Penalty 3155.126246 = -1758950.257472
  nChanged 341
		SP:Iteration 14Q (58913.310000 sec): 3 clusters
  Score: Raw -1762294.699857 + Penalty 3155.126246 = -1759139.573612
  nChanged 308
		SP:Iteration 15Q (58913.580000 sec): 3 clusters
  Score: Raw -1762487.461558 + Penalty 3155.126246 = -1759332.335312
  nChanged 296
		SP:Iteration 16Q (58913.790000 sec): 3 clusters
  Score: Raw -1762682.518666 + Penalty 3155.126246 = -1759527.392420
  nChanged 257
		SP:Iteration 17Q (58914.020000 sec): 3 clusters
  Score: Raw -1762844.794087 + Penalty 3155.126246 = -1759689.667841
  nChanged 198
		SP:Iteration 18Q (58914.260000 sec): 3 clusters
  Score: Raw -1762970.650961 + Penalty 3155.126246 = -1759815.524715
  nChanged 156
		SP:Iteration 19Q (58914.460000 sec): 3 clusters
  Score: Raw -1763080.160473 + Penalty 3155.126246 = -1759925.034227
  nChanged 117
		SP:Iteration 20F (58914.660000 sec): 3 clusters
  Score: Raw -1763157.799774 + Penalty 3155.126246 = -1760002.673528
  nChanged 97
		SP:Iteration 21Q (58914.870000 sec): 3 clusters
  Score: Raw -1763224.805052 + Penalty 3155.126246 = -1760069.678806
  nChanged 87
		SP:Iteration 22Q (58915.140000 sec): 3 clusters
  Score: Raw -1763294.737577 + Penalty 3155.126246 = -1760139.611332
  nChanged 66
		SP:Iteration 23Q (58915.330000 sec): 3 clusters
  Score: Raw -1763340.734006 + Penalty 3155.126246 = -1760185.607761
  nChanged 48
		SP:Iteration 24Q (58915.520000 sec): 3 clusters
  Score: Raw -1763377.334059 + Penalty 3155.126246 = -1760222.207814
  nChanged 35
		SP:Iteration 25Q (58915.700000 sec): 3 clusters
  Score: Raw -1763405.140698 + Penalty 3155.126246 = -1760250.014452
  nChanged 27
		SP:Iteration 26Q (58915.890000 sec): 3 clusters
  Score: Raw -1763423.966070 + Penalty 3155.126246 = -1760268.839824
  nChanged 20
		SP:Iteration 27Q (58916.070000 sec): 3 clusters
  Score: Raw -1763435.347708 + Penalty 3155.126246 = -1760280.221462
  nChanged 17
		SP:Iteration 28Q (58916.370000 sec): 3 clusters
  Score: Raw -1763449.199820 + Penalty 3155.126246 = -1760294.073574
  nChanged 15
		SP:Iteration 29Q (58916.590000 sec): 3 clusters
  Score: Raw -1763460.974377 + Penalty 3155.126246 = -1760305.848131
  nChanged 10
		SP:Iteration 30Q (58916.840000 sec): 3 clusters
  Score: Raw -1763468.514289 + Penalty 3155.126246 = -1760313.388043
  nChanged 11
		SP:Iteration 31Q (58917.100000 sec): 3 clusters
  Score: Raw -1763477.458630 + Penalty 3155.126246 = -1760322.332384
  nChanged 8
		SP:Iteration 32Q (58917.280000 sec): 3 clusters
  Score: Raw -1763483.231295 + Penalty 3155.126246 = -1760328.105050
  nChanged 7
		SP:Iteration 33Q (58917.470000 sec): 3 clusters
  Score: Raw -1763488.310023 + Penalty 3155.126246 = -1760333.183777
  nChanged 4
		SP:Iteration 34Q (58917.650000 sec): 3 clusters
  Score: Raw -1763491.775424 + Penalty 3155.126246 = -1760336.649178
  nChanged 7
		SP:Iteration 35Q (58917.830000 sec): 3 clusters
  Score: Raw -1763499.251780 + Penalty 3155.126246 = -1760344.125534
  nChanged 4
		SP:Iteration 36Q (58918.010000 sec): 3 clusters
  Score: Raw -1763502.803022 + Penalty 3155.126246 = -1760347.676776
  nChanged 7
		SP:Iteration 37Q (58918.200000 sec): 3 clusters
  Score: Raw -1763507.066625 + Penalty 3155.126246 = -1760351.940379
  nChanged 3
		SP:Iteration 38Q (58918.390000 sec): 3 clusters
  Score: Raw -1763509.277815 + Penalty 3155.126246 = -1760354.151569
  nChanged 1
		SP:Iteration 39Q (58918.570000 sec): 3 clusters
  Score: Raw -1763509.946391 + Penalty 3155.126246 = -1760354.820145
  nChanged 0
		SP:Iteration 40F (58918.760000 sec): 3 clusters
  Score: Raw -1763509.946391 + Penalty 3155.126246 = -1760354.820145
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58919.110000 sec): 2 clusters
  Score: Raw -4384306.802087 + Penalty 1726.033058 = -4382580.769029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58919.530000 sec): 3 clusters
  Score: Raw -4358708.940203 + Penalty 3452.066116 = -4355256.874088
  nChanged 19126
		SP:Iteration 1F (58920.000000 sec): 3 clusters
  Score: Raw -4369409.672899 + Penalty 3452.066116 = -4365957.606784
  nChanged 1770
		SP:Iteration 2Q (58920.460000 sec): 3 clusters
  Score: Raw -4370229.256352 + Penalty 3452.066116 = -4366777.190236
  nChanged 1914
		SP:Iteration 3Q (58920.960000 sec): 3 clusters
  Score: Raw -4371314.398417 + Penalty 3452.066116 = -4367862.332301
  nChanged 2114
		SP:Iteration 4F (58921.370000 sec): 3 clusters
  Score: Raw -4372624.802035 + Penalty 3452.066116 = -4369172.735920
  nChanged 2208
		SP:Iteration 5F (58921.790000 sec): 3 clusters
  Score: Raw -4373978.434604 + Penalty 3452.066116 = -4370526.368489
  nChanged 2247
		SP:Iteration 6F (58922.250000 sec): 3 clusters
  Score: Raw -4375218.336468 + Penalty 3452.066116 = -4371766.270353
  nChanged 2113
		SP:Iteration 7F (58922.690000 sec): 3 clusters
  Score: Raw -4376313.621464 + Penalty 3452.066116 = -4372861.555349
  nChanged 1848
		SP:Iteration 8Q (58923.110000 sec): 3 clusters
  Score: Raw -4377162.808493 + Penalty 3452.066116 = -4373710.742378
  nChanged 1606
		SP:Iteration 9Q (58923.580000 sec): 3 clusters
  Score: Raw -4377848.428689 + Penalty 3452.066116 = -4374396.362573
  nChanged 1458
		SP:Iteration 10Q (58924.030000 sec): 3 clusters
  Score: Raw -4378492.151227 + Penalty 3452.066116 = -4375040.085112
  nChanged 1323
		SP:Iteration 11Q (58924.440000 sec): 3 clusters
  Score: Raw -4379095.948134 + Penalty 3452.066116 = -4375643.882018
  nChanged 1271
		SP:Iteration 12Q (58924.910000 sec): 3 clusters
  Score: Raw -4379675.136822 + Penalty 3452.066116 = -4376223.070707
  nChanged 1179
		SP:Iteration 13Q (58925.340000 sec): 3 clusters
  Score: Raw -4380214.986616 + Penalty 3452.066116 = -4376762.920501
  nChanged 1077
		SP:Iteration 14Q (58925.750000 sec): 3 clusters
  Score: Raw -4380717.822387 + Penalty 3452.066116 = -4377265.756271
  nChanged 942
		SP:Iteration 15Q (58926.160000 sec): 3 clusters
  Score: Raw -4381161.658483 + Penalty 3452.066116 = -4377709.592368
  nChanged 844
		SP:Iteration 16Q (58926.560000 sec): 3 clusters
  Score: Raw -4381561.385029 + Penalty 3452.066116 = -4378109.318914
  nChanged 787
		SP:Iteration 17Q (58926.950000 sec): 3 clusters
  Score: Raw -4381947.975182 + Penalty 3452.066116 = -4378495.909066
  nChanged 728
		SP:Iteration 18Q (58927.340000 sec): 3 clusters
  Score: Raw -4382322.857739 + Penalty 3452.066116 = -4378870.791624
  nChanged 667
		SP:Iteration 19Q (58927.730000 sec): 3 clusters
  Score: Raw -4382686.915696 + Penalty 3452.066116 = -4379234.849581
  nChanged 573
		SP:Iteration 20F (58928.170000 sec): 3 clusters
  Score: Raw -4383031.361296 + Penalty 3452.066116 = -4379579.295181
  nChanged 522
		SP:Iteration 21Q (58928.550000 sec): 3 clusters
  Score: Raw -4383350.474834 + Penalty 3452.066116 = -4379898.408719
  nChanged 452
		SP:Iteration 22Q (58928.960000 sec): 3 clusters
  Score: Raw -4383637.990117 + Penalty 3452.066116 = -4380185.924002
  nChanged 383
		SP:Iteration 23Q (58929.360000 sec): 3 clusters
  Score: Raw -4383881.096826 + Penalty 3452.066116 = -4380429.030711
  nChanged 301
		SP:Iteration 24Q (58929.770000 sec): 3 clusters
  Score: Raw -4384058.849969 + Penalty 3452.066116 = -4380606.783854
  nChanged 249
		SP:Iteration 25Q (58930.170000 sec): 3 clusters
  Score: Raw -4384183.045840 + Penalty 3452.066116 = -4380730.979725
  nChanged 186
		SP:Iteration 26Q (58930.570000 sec): 3 clusters
  Score: Raw -4384268.343103 + Penalty 3452.066116 = -4380816.276988
  nChanged 167
		SP:Iteration 27Q (58930.960000 sec): 3 clusters
  Score: Raw -4384340.677116 + Penalty 3452.066116 = -4380888.611001
  nChanged 114
		SP:Iteration 28Q (58931.360000 sec): 3 clusters
  Score: Raw -4384380.814971 + Penalty 3452.066116 = -4380928.748855
  nChanged 85
		SP:Iteration 29Q (58931.760000 sec): 3 clusters
  Score: Raw -4384404.357031 + Penalty 3452.066116 = -4380952.290916
  nChanged 68
		SP:Iteration 30Q (58932.180000 sec): 3 clusters
  Score: Raw -4384426.275303 + Penalty 3452.066116 = -4380974.209187
  nChanged 55
		SP:Iteration 31Q (58932.580000 sec): 3 clusters
  Score: Raw -4384441.387889 + Penalty 3452.066116 = -4380989.321773
  nChanged 52
		SP:Iteration 32Q (58932.990000 sec): 3 clusters
  Score: Raw -4384453.823098 + Penalty 3452.066116 = -4381001.756983
  nChanged 41
		SP:Iteration 33Q (58933.380000 sec): 3 clusters
  Score: Raw -4384463.443817 + Penalty 3452.066116 = -4381011.377701
  nChanged 36
		SP:Iteration 34Q (58933.780000 sec): 3 clusters
  Score: Raw -4384472.560095 + Penalty 3452.066116 = -4381020.493979
  nChanged 31
		SP:Iteration 35Q (58934.200000 sec): 3 clusters
  Score: Raw -4384480.000835 + Penalty 3452.066116 = -4381027.934719
  nChanged 33
		SP:Iteration 36Q (58934.600000 sec): 3 clusters
  Score: Raw -4384487.394461 + Penalty 3452.066116 = -4381035.328346
  nChanged 17
		SP:Iteration 37Q (58935.020000 sec): 3 clusters
  Score: Raw -4384491.762322 + Penalty 3452.066116 = -4381039.696207
  nChanged 19
		SP:Iteration 38Q (58935.420000 sec): 3 clusters
  Score: Raw -4384496.787226 + Penalty 3452.066116 = -4381044.721110
  nChanged 21
		SP:Iteration 39Q (58935.810000 sec): 3 clusters
  Score: Raw -4384502.026529 + Penalty 3452.066116 = -4381049.960414
  nChanged 17
		SP:Iteration 40F (58936.270000 sec): 3 clusters
  Score: Raw -4384505.083605 + Penalty 3452.066116 = -4381053.017489
  nChanged 14
		SP:Iteration 41Q (58936.680000 sec): 3 clusters
  Score: Raw -4384507.425376 + Penalty 3452.066116 = -4381055.359260
  nChanged 14
		SP:Iteration 42Q (58937.070000 sec): 3 clusters
  Score: Raw -4384511.035905 + Penalty 3452.066116 = -4381058.969790
  nChanged 14
		SP:Iteration 43Q (58937.470000 sec): 3 clusters
  Score: Raw -4384513.940662 + Penalty 3452.066116 = -4381061.874547
  nChanged 13
		SP:Iteration 44Q (58937.860000 sec): 3 clusters
  Score: Raw -4384517.426164 + Penalty 3452.066116 = -4381065.360048
  nChanged 15
		SP:Iteration 45Q (58938.260000 sec): 3 clusters
  Score: Raw -4384521.212975 + Penalty 3452.066116 = -4381069.146860
  nChanged 14
		SP:Iteration 46Q (58938.680000 sec): 3 clusters
  Score: Raw -4384524.099125 + Penalty 3452.066116 = -4381072.033010
  nChanged 13
		SP:Iteration 47Q (58939.070000 sec): 3 clusters
  Score: Raw -4384527.601518 + Penalty 3452.066116 = -4381075.535402
  nChanged 14
		SP:Iteration 48Q (58939.480000 sec): 3 clusters
  Score: Raw -4384532.071171 + Penalty 3452.066116 = -4381080.005055
  nChanged 15
		SP:Iteration 49Q (58939.870000 sec): 3 clusters
  Score: Raw -4384535.913337 + Penalty 3452.066116 = -4381083.847221
  nChanged 11
		SP:Iteration 50Q (58940.290000 sec): 3 clusters
  Score: Raw -4384538.522873 + Penalty 3452.066116 = -4381086.456758
  nChanged 15
		SP:Iteration 51Q (58940.690000 sec): 3 clusters
  Score: Raw -4384542.677974 + Penalty 3452.066116 = -4381090.611859
  nChanged 20
		SP:Iteration 52Q (58941.100000 sec): 3 clusters
  Score: Raw -4384549.503287 + Penalty 3452.066116 = -4381097.437171
  nChanged 27
		SP:Iteration 53Q (58941.490000 sec): 3 clusters
  Score: Raw -4384558.768303 + Penalty 3452.066116 = -4381106.702187
  nChanged 27
		SP:Iteration 54Q (58941.910000 sec): 3 clusters
  Score: Raw -4384567.039958 + Penalty 3452.066116 = -4381114.973843
  nChanged 26
		SP:Iteration 55Q (58942.320000 sec): 3 clusters
  Score: Raw -4384574.863139 + Penalty 3452.066116 = -4381122.797024
  nChanged 19
		SP:Iteration 56Q (58942.710000 sec): 3 clusters
  Score: Raw -4384580.792326 + Penalty 3452.066116 = -4381128.726211
  nChanged 12
		SP:Iteration 57Q (58943.120000 sec): 3 clusters
  Score: Raw -4384584.090289 + Penalty 3452.066116 = -4381132.024173
  nChanged 17
		SP:Iteration 58Q (58943.530000 sec): 3 clusters
  Score: Raw -4384588.890864 + Penalty 3452.066116 = -4381136.824748
  nChanged 16
		SP:Iteration 59Q (58943.920000 sec): 3 clusters
  Score: Raw -4384594.537337 + Penalty 3452.066116 = -4381142.471221
  nChanged 16
		SP:Iteration 60F (58944.370000 sec): 3 clusters
  Score: Raw -4384598.848024 + Penalty 3452.066116 = -4381146.781909
  nChanged 15
		SP:Iteration 61Q (58944.760000 sec): 3 clusters
  Score: Raw -4384604.602397 + Penalty 3452.066116 = -4381152.536282
  nChanged 15
		SP:Iteration 62Q (58945.150000 sec): 3 clusters
  Score: Raw -4384609.116606 + Penalty 3452.066116 = -4381157.050490
  nChanged 19
		SP:Iteration 63Q (58945.560000 sec): 3 clusters
  Score: Raw -4384613.686888 + Penalty 3452.066116 = -4381161.620773
  nChanged 5
		SP:Iteration 64Q (58945.970000 sec): 3 clusters
  Score: Raw -4384614.794252 + Penalty 3452.066116 = -4381162.728137
  nChanged 9
		SP:Iteration 65Q (58946.380000 sec): 3 clusters
  Score: Raw -4384616.922213 + Penalty 3452.066116 = -4381164.856097
  nChanged 5
		SP:Iteration 66Q (58946.770000 sec): 3 clusters
  Score: Raw -4384618.345301 + Penalty 3452.066116 = -4381166.279186
  nChanged 5
		SP:Iteration 67Q (58947.180000 sec): 3 clusters
  Score: Raw -4384619.390802 + Penalty 3452.066116 = -4381167.324686
  nChanged 5
		SP:Iteration 68Q (58947.590000 sec): 3 clusters
  Score: Raw -4384621.297121 + Penalty 3452.066116 = -4381169.231006
  nChanged 7
		SP:Iteration 69Q (58948.090000 sec): 3 clusters
  Score: Raw -4384622.868532 + Penalty 3452.066116 = -4381170.802416
  nChanged 6
		SP:Iteration 70Q (58948.550000 sec): 3 clusters
  Score: Raw -4384623.681328 + Penalty 3452.066116 = -4381171.615212
  nChanged 1
		SP:Iteration 71Q (58948.990000 sec): 3 clusters
  Score: Raw -4384623.798045 + Penalty 3452.066116 = -4381171.731929
  nChanged 1
		SP:Iteration 72Q (58949.470000 sec): 3 clusters
  Score: Raw -4384623.859017 + Penalty 3452.066116 = -4381171.792902
  nChanged 1
		SP:Iteration 73Q (58949.840000 sec): 3 clusters
  Score: Raw -4384624.038431 + Penalty 3452.066116 = -4381171.972316
  nChanged 1
		SP:Iteration 74Q (58950.230000 sec): 3 clusters
  Score: Raw -4384624.421680 + Penalty 3452.066116 = -4381172.355565
  nChanged 3
		SP:Iteration 75Q (58950.610000 sec): 3 clusters
  Score: Raw -4384625.377121 + Penalty 3452.066116 = -4381173.311006
  nChanged 5
		SP:Iteration 76Q (58951.030000 sec): 3 clusters
  Score: Raw -4384626.484582 + Penalty 3452.066116 = -4381174.418466
  nChanged 4
		SP:Iteration 77Q (58951.410000 sec): 3 clusters
  Score: Raw -4384627.411481 + Penalty 3452.066116 = -4381175.345365
  nChanged 5
		SP:Iteration 78Q (58951.830000 sec): 3 clusters
  Score: Raw -4384628.306686 + Penalty 3452.066116 = -4381176.240571
  nChanged 2
		SP:Iteration 79Q (58952.240000 sec): 3 clusters
  Score: Raw -4384628.830478 + Penalty 3452.066116 = -4381176.764363
  nChanged 2
		SP:Iteration 80F (58952.670000 sec): 3 clusters
  Score: Raw -4384629.275513 + Penalty 3452.066116 = -4381177.209397
  nChanged 2
		SP:Iteration 81Q (58953.050000 sec): 3 clusters
  Score: Raw -4384629.849572 + Penalty 3452.066116 = -4381177.783456
  nChanged 2
		SP:Iteration 82Q (58953.440000 sec): 3 clusters
  Score: Raw -4384630.635157 + Penalty 3452.066116 = -4381178.569042
  nChanged 5
		SP:Iteration 83Q (58953.850000 sec): 3 clusters
  Score: Raw -4384632.638299 + Penalty 3452.066116 = -4381180.572183
  nChanged 4
		SP:Iteration 84Q (58954.270000 sec): 3 clusters
  Score: Raw -4384633.530712 + Penalty 3452.066116 = -4381181.464597
  nChanged 4
		SP:Iteration 85Q (58954.670000 sec): 3 clusters
  Score: Raw -4384634.924395 + Penalty 3452.066116 = -4381182.858280
  nChanged 4
		SP:Iteration 86Q (58955.080000 sec): 3 clusters
  Score: Raw -4384635.770430 + Penalty 3452.066116 = -4381183.704314
  nChanged 8
		SP:Iteration 87Q (58955.490000 sec): 3 clusters
  Score: Raw -4384637.289604 + Penalty 3452.066116 = -4381185.223489
  nChanged 4
		SP:Iteration 88Q (58955.880000 sec): 3 clusters
  Score: Raw -4384638.161218 + Penalty 3452.066116 = -4381186.095103
  nChanged 1
		SP:Iteration 89Q (58956.290000 sec): 3 clusters
  Score: Raw -4384638.618349 + Penalty 3452.066116 = -4381186.552234
  nChanged 2
		SP:Iteration 90Q (58956.700000 sec): 3 clusters
  Score: Raw -4384639.235104 + Penalty 3452.066116 = -4381187.168988
  nChanged 0
		SP:Iteration 91F (58957.130000 sec): 3 clusters
  Score: Raw -4384639.235104 + Penalty 3452.066116 = -4381187.168988
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58957.180000 sec): 2 clusters
  Score: Raw -87203.706440 + Penalty 1128.414171 = -86075.292269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58957.200000 sec): 3 clusters
  Score: Raw -86907.487787 + Penalty 2256.828343 = -84650.659444
  nChanged 320
		SP:Iteration 1F (58957.220000 sec): 3 clusters
  Score: Raw -87262.968511 + Penalty 2256.828343 = -85006.140168
  nChanged 100
		SP:Iteration 2F (58957.250000 sec): 3 clusters
  Score: Raw -87423.434778 + Penalty 2256.828343 = -85166.606435
  nChanged 77
		SP:Iteration 3F (58957.270000 sec): 3 clusters
  Score: Raw -87543.072502 + Penalty 2256.828343 = -85286.244159
  nChanged 45
		SP:Iteration 4Q (58957.300000 sec): 3 clusters
  Score: Raw -87614.690301 + Penalty 2256.828343 = -85357.861959
  nChanged 33
		SP:Iteration 5Q (58957.320000 sec): 3 clusters
  Score: Raw -87675.088391 + Penalty 2256.828343 = -85418.260049
  nChanged 31
		SP:Iteration 6Q (58957.340000 sec): 3 clusters
  Score: Raw -87711.533003 + Penalty 2256.828343 = -85454.704660
  nChanged 15
		SP:Iteration 7Q (58957.360000 sec): 3 clusters
  Score: Raw -87724.776856 + Penalty 2256.828343 = -85467.948514
  nChanged 9
		SP:Iteration 8Q (58957.380000 sec): 3 clusters
  Score: Raw -87731.745911 + Penalty 2256.828343 = -85474.917568
  nChanged 7
		SP:Iteration 9Q (58957.400000 sec): 3 clusters
  Score: Raw -87736.927802 + Penalty 2256.828343 = -85480.099459
  nChanged 7
		SP:Iteration 10Q (58957.420000 sec): 3 clusters
  Score: Raw -87744.329234 + Penalty 2256.828343 = -85487.500891
  nChanged 7
		SP:Iteration 11Q (58957.440000 sec): 3 clusters
  Score: Raw -87748.598405 + Penalty 2256.828343 = -85491.770062
  nChanged 3
		SP:Iteration 12Q (58957.460000 sec): 3 clusters
  Score: Raw -87750.347554 + Penalty 2256.828343 = -85493.519211
  nChanged 2
		SP:Iteration 13Q (58957.480000 sec): 3 clusters
  Score: Raw -87751.829046 + Penalty 2256.828343 = -85495.000703
  nChanged 1
		SP:Iteration 14Q (58957.500000 sec): 3 clusters
  Score: Raw -87752.122971 + Penalty 2256.828343 = -85495.294628
  nChanged 2
		SP:Iteration 15Q (58957.520000 sec): 3 clusters
  Score: Raw -87753.226604 + Penalty 2256.828343 = -85496.398262
  nChanged 2
		SP:Iteration 16Q (58957.540000 sec): 3 clusters
  Score: Raw -87754.749020 + Penalty 2256.828343 = -85497.920677
  nChanged 3
		SP:Iteration 17Q (58957.560000 sec): 3 clusters
  Score: Raw -87756.534193 + Penalty 2256.828343 = -85499.705850
  nChanged 2
		SP:Iteration 18Q (58957.580000 sec): 3 clusters
  Score: Raw -87757.624570 + Penalty 2256.828343 = -85500.796227
  nChanged 2
		SP:Iteration 19Q (58957.600000 sec): 3 clusters
  Score: Raw -87760.475932 + Penalty 2256.828343 = -85503.647589
  nChanged 3
		SP:Iteration 20F (58957.620000 sec): 3 clusters
  Score: Raw -87765.686326 + Penalty 2256.828343 = -85508.857983
  nChanged 2
		SP:Iteration 21Q (58957.640000 sec): 3 clusters
  Score: Raw -87767.295505 + Penalty 2256.828343 = -85510.467162
  nChanged 2
		SP:Iteration 22Q (58957.660000 sec): 3 clusters
  Score: Raw -87771.516160 + Penalty 2256.828343 = -85514.687817
  nChanged 2
		SP:Iteration 23Q (58957.680000 sec): 3 clusters
  Score: Raw -87774.108787 + Penalty 2256.828343 = -85517.280445
  nChanged 1
		SP:Iteration 24Q (58957.700000 sec): 3 clusters
  Score: Raw -87774.394869 + Penalty 2256.828343 = -85517.566526
  nChanged 1
		SP:Iteration 25Q (58957.720000 sec): 3 clusters
  Score: Raw -87774.903567 + Penalty 2256.828343 = -85518.075224
  nChanged 1
		SP:Iteration 26Q (58957.740000 sec): 3 clusters
  Score: Raw -87775.219162 + Penalty 2256.828343 = -85518.390819
  nChanged 2
		SP:Iteration 27Q (58957.760000 sec): 3 clusters
  Score: Raw -87776.811919 + Penalty 2256.828343 = -85519.983576
  nChanged 4
		SP:Iteration 28Q (58957.780000 sec): 3 clusters
  Score: Raw -87779.703700 + Penalty 2256.828343 = -85522.875357
  nChanged 2
		SP:Iteration 29Q (58957.800000 sec): 3 clusters
  Score: Raw -87781.428888 + Penalty 2256.828343 = -85524.600545
  nChanged 3
		SP:Iteration 30Q (58957.820000 sec): 3 clusters
  Score: Raw -87784.353684 + Penalty 2256.828343 = -85527.525341
  nChanged 3
		SP:Iteration 31Q (58957.840000 sec): 3 clusters
  Score: Raw -87787.242976 + Penalty 2256.828343 = -85530.414633
  nChanged 0
		SP:Iteration 32F (58957.860000 sec): 3 clusters
  Score: Raw -87787.242976 + Penalty 2256.828343 = -85530.414633
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58957.910000 sec): 2 clusters
  Score: Raw -55343.846564 + Penalty 1028.869051 = -54314.977514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58957.930000 sec): 3 clusters
  Score: Raw -55248.543691 + Penalty 2057.738101 = -53190.805590
  nChanged 144
		SP:Iteration 1F (58957.940000 sec): 3 clusters
  Score: Raw -55416.808001 + Penalty 2057.738101 = -53359.069900
  nChanged 33
		SP:Iteration 2F (58957.950000 sec): 3 clusters
  Score: Raw -55448.848935 + Penalty 2057.738101 = -53391.110834
  nChanged 13
		SP:Iteration 3Q (58957.960000 sec): 3 clusters
  Score: Raw -55464.662337 + Penalty 2057.738101 = -53406.924236
  nChanged 7
		SP:Iteration 4Q (58957.970000 sec): 3 clusters
  Score: Raw -55472.788336 + Penalty 2057.738101 = -53415.050235
  nChanged 5
		SP:Iteration 5Q (58957.990000 sec): 3 clusters
  Score: Raw -55481.214934 + Penalty 2057.738101 = -53423.476833
  nChanged 7
		SP:Iteration 6Q (58958.000000 sec): 3 clusters
  Score: Raw -55488.957099 + Penalty 2057.738101 = -53431.218998
  nChanged 2
		SP:Iteration 7Q (58958.010000 sec): 3 clusters
  Score: Raw -55491.023682 + Penalty 2057.738101 = -53433.285581
  nChanged 2
		SP:Iteration 8Q (58958.020000 sec): 3 clusters
  Score: Raw -55492.101887 + Penalty 2057.738101 = -53434.363786
  nChanged 2
		SP:Iteration 9Q (58958.030000 sec): 3 clusters
  Score: Raw -55492.961618 + Penalty 2057.738101 = -53435.223516
  nChanged 3
		SP:Iteration 10Q (58958.050000 sec): 3 clusters
  Score: Raw -55497.141163 + Penalty 2057.738101 = -53439.403061
  nChanged 2
		SP:Iteration 11Q (58958.060000 sec): 3 clusters
  Score: Raw -55498.070812 + Penalty 2057.738101 = -53440.332711
  nChanged 0
		SP:Iteration 12F (58958.070000 sec): 3 clusters
  Score: Raw -55498.070812 + Penalty 2057.738101 = -53440.332711
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58958.140000 sec): 2 clusters
  Score: Raw -319360.120289 + Penalty 1315.881218 = -318044.239071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58958.210000 sec): 3 clusters
  Score: Raw -317738.657693 + Penalty 2631.762436 = -315106.895257
  nChanged 1286
		SP:Iteration 1F (58958.270000 sec): 3 clusters
  Score: Raw -318489.108784 + Penalty 2631.762436 = -315857.346348
  nChanged 232
		SP:Iteration 2F (58958.330000 sec): 3 clusters
  Score: Raw -318632.034783 + Penalty 2631.762436 = -316000.272347
  nChanged 166
		SP:Iteration 3F (58958.400000 sec): 3 clusters
  Score: Raw -318731.569310 + Penalty 2631.762436 = -316099.806873
  nChanged 129
		SP:Iteration 4Q (58958.460000 sec): 3 clusters
  Score: Raw -318803.238408 + Penalty 2631.762436 = -316171.475971
  nChanged 90
		SP:Iteration 5Q (58958.530000 sec): 3 clusters
  Score: Raw -318849.721439 + Penalty 2631.762436 = -316217.959002
  nChanged 78
		SP:Iteration 6Q (58958.590000 sec): 3 clusters
  Score: Raw -318890.247584 + Penalty 2631.762436 = -316258.485147
  nChanged 76
		SP:Iteration 7Q (58958.650000 sec): 3 clusters
  Score: Raw -318932.250494 + Penalty 2631.762436 = -316300.488057
  nChanged 68
		SP:Iteration 8Q (58958.720000 sec): 3 clusters
  Score: Raw -318969.544649 + Penalty 2631.762436 = -316337.782212
  nChanged 66
		SP:Iteration 9Q (58958.780000 sec): 3 clusters
  Score: Raw -318998.085674 + Penalty 2631.762436 = -316366.323237
  nChanged 47
		SP:Iteration 10Q (58958.850000 sec): 3 clusters
  Score: Raw -319024.077624 + Penalty 2631.762436 = -316392.315188
  nChanged 53
		SP:Iteration 11Q (58958.910000 sec): 3 clusters
  Score: Raw -319046.445012 + Penalty 2631.762436 = -316414.682575
  nChanged 37
		SP:Iteration 12Q (58958.970000 sec): 3 clusters
  Score: Raw -319060.697808 + Penalty 2631.762436 = -316428.935371
  nChanged 33
		SP:Iteration 13Q (58959.030000 sec): 3 clusters
  Score: Raw -319071.568438 + Penalty 2631.762436 = -316439.806002
  nChanged 28
		SP:Iteration 14Q (58959.100000 sec): 3 clusters
  Score: Raw -319081.117936 + Penalty 2631.762436 = -316449.355499
  nChanged 24
		SP:Iteration 15Q (58959.160000 sec): 3 clusters
  Score: Raw -319088.340970 + Penalty 2631.762436 = -316456.578533
  nChanged 17
		SP:Iteration 16Q (58959.230000 sec): 3 clusters
  Score: Raw -319092.062997 + Penalty 2631.762436 = -316460.300561
  nChanged 6
		SP:Iteration 17Q (58959.290000 sec): 3 clusters
  Score: Raw -319093.973911 + Penalty 2631.762436 = -316462.211474
  nChanged 7
		SP:Iteration 18Q (58959.350000 sec): 3 clusters
  Score: Raw -319098.248470 + Penalty 2631.762436 = -316466.486033
  nChanged 13
		SP:Iteration 19Q (58959.410000 sec): 3 clusters
  Score: Raw -319102.394611 + Penalty 2631.762436 = -316470.632175
  nChanged 14
		SP:Iteration 20F (58959.470000 sec): 3 clusters
  Score: Raw -319105.814814 + Penalty 2631.762436 = -316474.052377
  nChanged 12
		SP:Iteration 21Q (58959.540000 sec): 3 clusters
  Score: Raw -319109.104958 + Penalty 2631.762436 = -316477.342521
  nChanged 11
		SP:Iteration 22Q (58959.600000 sec): 3 clusters
  Score: Raw -319114.068948 + Penalty 2631.762436 = -316482.306511
  nChanged 16
		SP:Iteration 23Q (58959.660000 sec): 3 clusters
  Score: Raw -319120.421461 + Penalty 2631.762436 = -316488.659024
  nChanged 20
		SP:Iteration 24Q (58959.730000 sec): 3 clusters
  Score: Raw -319129.599098 + Penalty 2631.762436 = -316497.836662
  nChanged 19
		SP:Iteration 25Q (58959.790000 sec): 3 clusters
  Score: Raw -319137.440928 + Penalty 2631.762436 = -316505.678492
  nChanged 15
		SP:Iteration 26Q (58959.850000 sec): 3 clusters
  Score: Raw -319141.880091 + Penalty 2631.762436 = -316510.117654
  nChanged 12
		SP:Iteration 27Q (58959.920000 sec): 3 clusters
  Score: Raw -319145.041376 + Penalty 2631.762436 = -316513.278939
  nChanged 14
		SP:Iteration 28Q (58959.980000 sec): 3 clusters
  Score: Raw -319148.268056 + Penalty 2631.762436 = -316516.505619
  nChanged 8
		SP:Iteration 29Q (58960.040000 sec): 3 clusters
  Score: Raw -319149.841335 + Penalty 2631.762436 = -316518.078899
  nChanged 9
		SP:Iteration 30Q (58960.110000 sec): 3 clusters
  Score: Raw -319152.213558 + Penalty 2631.762436 = -316520.451121
  nChanged 8
		SP:Iteration 31Q (58960.170000 sec): 3 clusters
  Score: Raw -319153.727384 + Penalty 2631.762436 = -316521.964947
  nChanged 4
		SP:Iteration 32Q (58960.230000 sec): 3 clusters
  Score: Raw -319154.849758 + Penalty 2631.762436 = -316523.087322
  nChanged 2
		SP:Iteration 33Q (58960.300000 sec): 3 clusters
  Score: Raw -319156.207642 + Penalty 2631.762436 = -316524.445206
  nChanged 4
		SP:Iteration 34Q (58960.360000 sec): 3 clusters
  Score: Raw -319157.230301 + Penalty 2631.762436 = -316525.467865
  nChanged 6
		SP:Iteration 35Q (58960.420000 sec): 3 clusters
  Score: Raw -319159.235408 + Penalty 2631.762436 = -316527.472971
  nChanged 11
		SP:Iteration 36Q (58960.490000 sec): 3 clusters
  Score: Raw -319162.604989 + Penalty 2631.762436 = -316530.842553
  nChanged 11
		SP:Iteration 37Q (58960.550000 sec): 3 clusters
  Score: Raw -319165.412542 + Penalty 2631.762436 = -316533.650105
  nChanged 11
		SP:Iteration 38Q (58960.610000 sec): 3 clusters
  Score: Raw -319168.428207 + Penalty 2631.762436 = -316536.665770
  nChanged 9
		SP:Iteration 39Q (58960.680000 sec): 3 clusters
  Score: Raw -319169.903225 + Penalty 2631.762436 = -316538.140788
  nChanged 9
		SP:Iteration 40F (58960.740000 sec): 3 clusters
  Score: Raw -319173.065289 + Penalty 2631.762436 = -316541.302853
  nChanged 12
		SP:Iteration 41Q (58960.800000 sec): 3 clusters
  Score: Raw -319178.038928 + Penalty 2631.762436 = -316546.276491
  nChanged 14
		SP:Iteration 42Q (58960.870000 sec): 3 clusters
  Score: Raw -319183.303880 + Penalty 2631.762436 = -316551.541444
  nChanged 14
		SP:Iteration 43Q (58960.930000 sec): 3 clusters
  Score: Raw -319187.743813 + Penalty 2631.762436 = -316555.981377
  nChanged 13
		SP:Iteration 44Q (58960.990000 sec): 3 clusters
  Score: Raw -319192.987807 + Penalty 2631.762436 = -316561.225371
  nChanged 19
		SP:Iteration 45Q (58961.050000 sec): 3 clusters
  Score: Raw -319200.441746 + Penalty 2631.762436 = -316568.679310
  nChanged 19
		SP:Iteration 46Q (58961.120000 sec): 3 clusters
  Score: Raw -319205.998529 + Penalty 2631.762436 = -316574.236092
  nChanged 11
		SP:Iteration 47Q (58961.180000 sec): 3 clusters
  Score: Raw -319209.140889 + Penalty 2631.762436 = -316577.378452
  nChanged 9
		SP:Iteration 48Q (58961.250000 sec): 3 clusters
  Score: Raw -319213.722108 + Penalty 2631.762436 = -316581.959671
  nChanged 14
		SP:Iteration 49Q (58961.310000 sec): 3 clusters
  Score: Raw -319218.364742 + Penalty 2631.762436 = -316586.602306
  nChanged 14
		SP:Iteration 50Q (58961.370000 sec): 3 clusters
  Score: Raw -319223.662238 + Penalty 2631.762436 = -316591.899802
  nChanged 14
		SP:Iteration 51Q (58961.430000 sec): 3 clusters
  Score: Raw -319227.931673 + Penalty 2631.762436 = -316596.169237
  nChanged 10
		SP:Iteration 52Q (58961.500000 sec): 3 clusters
  Score: Raw -319232.150150 + Penalty 2631.762436 = -316600.387714
  nChanged 13
		SP:Iteration 53Q (58961.560000 sec): 3 clusters
  Score: Raw -319237.109569 + Penalty 2631.762436 = -316605.347132
  nChanged 17
		SP:Iteration 54Q (58961.620000 sec): 3 clusters
  Score: Raw -319244.022031 + Penalty 2631.762436 = -316612.259595
  nChanged 22
		SP:Iteration 55Q (58961.690000 sec): 3 clusters
  Score: Raw -319252.350148 + Penalty 2631.762436 = -316620.587712
  nChanged 10
		SP:Iteration 56Q (58961.750000 sec): 3 clusters
  Score: Raw -319257.784743 + Penalty 2631.762436 = -316626.022306
  nChanged 10
		SP:Iteration 57Q (58961.810000 sec): 3 clusters
  Score: Raw -319262.639579 + Penalty 2631.762436 = -316630.877143
  nChanged 14
		SP:Iteration 58Q (58961.880000 sec): 3 clusters
  Score: Raw -319268.435831 + Penalty 2631.762436 = -316636.673395
  nChanged 15
		SP:Iteration 59Q (58961.940000 sec): 3 clusters
  Score: Raw -319276.112610 + Penalty 2631.762436 = -316644.350174
  nChanged 20
		SP:Iteration 60F (58962.000000 sec): 3 clusters
  Score: Raw -319288.179302 + Penalty 2631.762436 = -316656.416866
  nChanged 27
		SP:Iteration 61Q (58962.060000 sec): 3 clusters
  Score: Raw -319300.705133 + Penalty 2631.762436 = -316668.942696
  nChanged 15
		SP:Iteration 62Q (58962.130000 sec): 3 clusters
  Score: Raw -319305.667025 + Penalty 2631.762436 = -316673.904589
  nChanged 10
		SP:Iteration 63Q (58962.190000 sec): 3 clusters
  Score: Raw -319309.650404 + Penalty 2631.762436 = -316677.887968
  nChanged 14
		SP:Iteration 64Q (58962.250000 sec): 3 clusters
  Score: Raw -319314.473732 + Penalty 2631.762436 = -316682.711295
  nChanged 11
		SP:Iteration 65Q (58962.310000 sec): 3 clusters
  Score: Raw -319321.686235 + Penalty 2631.762436 = -316689.923798
  nChanged 16
		SP:Iteration 66Q (58962.380000 sec): 3 clusters
  Score: Raw -319332.108441 + Penalty 2631.762436 = -316700.346004
  nChanged 19
		SP:Iteration 67Q (58962.440000 sec): 3 clusters
  Score: Raw -319339.072033 + Penalty 2631.762436 = -316707.309597
  nChanged 17
		SP:Iteration 68Q (58962.500000 sec): 3 clusters
  Score: Raw -319346.753482 + Penalty 2631.762436 = -316714.991046
  nChanged 16
		SP:Iteration 69Q (58962.570000 sec): 3 clusters
  Score: Raw -319351.504806 + Penalty 2631.762436 = -316719.742369
  nChanged 11
		SP:Iteration 70Q (58962.630000 sec): 3 clusters
  Score: Raw -319355.742907 + Penalty 2631.762436 = -316723.980470
  nChanged 11
		SP:Iteration 71Q (58962.690000 sec): 3 clusters
  Score: Raw -319360.166156 + Penalty 2631.762436 = -316728.403720
  nChanged 10
		SP:Iteration 72Q (58962.750000 sec): 3 clusters
  Score: Raw -319363.445214 + Penalty 2631.762436 = -316731.682778
  nChanged 8
		SP:Iteration 73Q (58962.820000 sec): 3 clusters
  Score: Raw -319367.318534 + Penalty 2631.762436 = -316735.556098
  nChanged 7
		SP:Iteration 74Q (58962.880000 sec): 3 clusters
  Score: Raw -319370.169694 + Penalty 2631.762436 = -316738.407258
  nChanged 7
		SP:Iteration 75Q (58962.940000 sec): 3 clusters
  Score: Raw -319373.956872 + Penalty 2631.762436 = -316742.194436
  nChanged 10
		SP:Iteration 76Q (58963.000000 sec): 3 clusters
  Score: Raw -319378.461864 + Penalty 2631.762436 = -316746.699428
  nChanged 12
		SP:Iteration 77Q (58963.070000 sec): 3 clusters
  Score: Raw -319387.426063 + Penalty 2631.762436 = -316755.663627
  nChanged 15
		SP:Iteration 78Q (58963.130000 sec): 3 clusters
  Score: Raw -319392.083981 + Penalty 2631.762436 = -316760.321545
  nChanged 9
		SP:Iteration 79Q (58963.190000 sec): 3 clusters
  Score: Raw -319394.257148 + Penalty 2631.762436 = -316762.494712
  nChanged 4
		SP:Iteration 80F (58963.250000 sec): 3 clusters
  Score: Raw -319395.187446 + Penalty 2631.762436 = -316763.425010
  nChanged 6
		SP:Iteration 81Q (58963.310000 sec): 3 clusters
  Score: Raw -319397.310231 + Penalty 2631.762436 = -316765.547794
  nChanged 6
		SP:Iteration 82Q (58963.380000 sec): 3 clusters
  Score: Raw -319398.965835 + Penalty 2631.762436 = -316767.203398
  nChanged 3
		SP:Iteration 83Q (58963.440000 sec): 3 clusters
  Score: Raw -319399.865880 + Penalty 2631.762436 = -316768.103443
  nChanged 1
		SP:Iteration 84Q (58963.500000 sec): 3 clusters
  Score: Raw -319399.898806 + Penalty 2631.762436 = -316768.136369
  nChanged 0
		SP:Iteration 85F (58963.560000 sec): 3 clusters
  Score: Raw -319399.898806 + Penalty 2631.762436 = -316768.136369
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58963.630000 sec): 2 clusters
  Score: Raw -147537.923168 + Penalty 1210.070079 = -146327.853090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58963.660000 sec): 3 clusters
  Score: Raw -146993.904206 + Penalty 2420.140157 = -144573.764049
  nChanged 615
		SP:Iteration 1F (58963.690000 sec): 3 clusters
  Score: Raw -147656.224532 + Penalty 2420.140157 = -145236.084375
  nChanged 191
		SP:Iteration 2F (58963.730000 sec): 3 clusters
  Score: Raw -147908.673823 + Penalty 2420.140157 = -145488.533666
  nChanged 143
		SP:Iteration 3F (58963.760000 sec): 3 clusters
  Score: Raw -148090.326558 + Penalty 2420.140157 = -145670.186401
  nChanged 98
		SP:Iteration 4F (58963.790000 sec): 3 clusters
  Score: Raw -148225.897501 + Penalty 2420.140157 = -145805.757344
  nChanged 74
		SP:Iteration 5Q (58963.820000 sec): 3 clusters
  Score: Raw -148314.383682 + Penalty 2420.140157 = -145894.243525
  nChanged 49
		SP:Iteration 6Q (58963.850000 sec): 3 clusters
  Score: Raw -148386.346156 + Penalty 2420.140157 = -145966.205999
  nChanged 46
		SP:Iteration 7Q (58963.890000 sec): 3 clusters
  Score: Raw -148457.800607 + Penalty 2420.140157 = -146037.660450
  nChanged 32
		SP:Iteration 8Q (58963.920000 sec): 3 clusters
  Score: Raw -148503.922613 + Penalty 2420.140157 = -146083.782455
  nChanged 25
		SP:Iteration 9Q (58963.950000 sec): 3 clusters
  Score: Raw -148531.231852 + Penalty 2420.140157 = -146111.091695
  nChanged 17
		SP:Iteration 10Q (58963.990000 sec): 3 clusters
  Score: Raw -148544.082988 + Penalty 2420.140157 = -146123.942831
  nChanged 11
		SP:Iteration 11Q (58964.020000 sec): 3 clusters
  Score: Raw -148550.595804 + Penalty 2420.140157 = -146130.455647
  nChanged 9
		SP:Iteration 12Q (58964.050000 sec): 3 clusters
  Score: Raw -148555.354854 + Penalty 2420.140157 = -146135.214697
  nChanged 4
		SP:Iteration 13Q (58964.080000 sec): 3 clusters
  Score: Raw -148558.288087 + Penalty 2420.140157 = -146138.147930
  nChanged 3
		SP:Iteration 14Q (58964.110000 sec): 3 clusters
  Score: Raw -148560.159236 + Penalty 2420.140157 = -146140.019078
  nChanged 3
		SP:Iteration 15Q (58964.150000 sec): 3 clusters
  Score: Raw -148561.702252 + Penalty 2420.140157 = -146141.562095
  nChanged 1
		SP:Iteration 16Q (58964.180000 sec): 3 clusters
  Score: Raw -148562.095424 + Penalty 2420.140157 = -146141.955266
  nChanged 1
		SP:Iteration 17Q (58964.210000 sec): 3 clusters
  Score: Raw -148562.354823 + Penalty 2420.140157 = -146142.214666
  nChanged 0
		SP:Iteration 18F (58964.240000 sec): 3 clusters
  Score: Raw -148562.354823 + Penalty 2420.140157 = -146142.214666
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58964.310000 sec): 2 clusters
  Score: Raw -227755.297236 + Penalty 1271.797010 = -226483.500227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58964.370000 sec): 3 clusters
  Score: Raw -226642.876503 + Penalty 2543.594019 = -224099.282484
  nChanged 966
		SP:Iteration 1F (58964.410000 sec): 3 clusters
  Score: Raw -227258.353161 + Penalty 2543.594019 = -224714.759142
  nChanged 210
		SP:Iteration 2F (58964.470000 sec): 3 clusters
  Score: Raw -227432.085595 + Penalty 2543.594019 = -224888.491576
  nChanged 153
		SP:Iteration 3F (58964.520000 sec): 3 clusters
  Score: Raw -227558.790541 + Penalty 2543.594019 = -225015.196522
  nChanged 116
		SP:Iteration 4Q (58964.570000 sec): 3 clusters
  Score: Raw -227636.098389 + Penalty 2543.594019 = -225092.504370
  nChanged 91
		SP:Iteration 5Q (58964.620000 sec): 3 clusters
  Score: Raw -227703.042960 + Penalty 2543.594019 = -225159.448941
  nChanged 63
		SP:Iteration 6Q (58964.670000 sec): 3 clusters
  Score: Raw -227735.993578 + Penalty 2543.594019 = -225192.399559
  nChanged 44
		SP:Iteration 7Q (58964.720000 sec): 3 clusters
  Score: Raw -227758.127069 + Penalty 2543.594019 = -225214.533050
  nChanged 45
		SP:Iteration 8Q (58964.770000 sec): 3 clusters
  Score: Raw -227801.137265 + Penalty 2543.594019 = -225257.543246
  nChanged 51
		SP:Iteration 9Q (58964.820000 sec): 3 clusters
  Score: Raw -227834.985931 + Penalty 2543.594019 = -225291.391912
  nChanged 44
		SP:Iteration 10Q (58964.870000 sec): 3 clusters
  Score: Raw -227869.321228 + Penalty 2543.594019 = -225325.727209
  nChanged 34
		SP:Iteration 11Q (58964.920000 sec): 3 clusters
  Score: Raw -227898.283762 + Penalty 2543.594019 = -225354.689743
  nChanged 32
		SP:Iteration 12Q (58964.970000 sec): 3 clusters
  Score: Raw -227924.074920 + Penalty 2543.594019 = -225380.480901
  nChanged 37
		SP:Iteration 13Q (58965.020000 sec): 3 clusters
  Score: Raw -227951.295029 + Penalty 2543.594019 = -225407.701010
  nChanged 35
		SP:Iteration 14Q (58965.070000 sec): 3 clusters
  Score: Raw -227969.093436 + Penalty 2543.594019 = -225425.499417
  nChanged 27
		SP:Iteration 15Q (58965.120000 sec): 3 clusters
  Score: Raw -227979.487893 + Penalty 2543.594019 = -225435.893874
  nChanged 21
		SP:Iteration 16Q (58965.170000 sec): 3 clusters
  Score: Raw -227993.907461 + Penalty 2543.594019 = -225450.313442
  nChanged 22
		SP:Iteration 17Q (58965.220000 sec): 3 clusters
  Score: Raw -228007.858607 + Penalty 2543.594019 = -225464.264588
  nChanged 19
		SP:Iteration 18Q (58965.270000 sec): 3 clusters
  Score: Raw -228013.891217 + Penalty 2543.594019 = -225470.297198
  nChanged 16
		SP:Iteration 19Q (58965.320000 sec): 3 clusters
  Score: Raw -228021.811198 + Penalty 2543.594019 = -225478.217179
  nChanged 19
		SP:Iteration 20F (58965.370000 sec): 3 clusters
  Score: Raw -228029.932671 + Penalty 2543.594019 = -225486.338652
  nChanged 13
		SP:Iteration 21Q (58965.420000 sec): 3 clusters
  Score: Raw -228033.803886 + Penalty 2543.594019 = -225490.209867
  nChanged 10
		SP:Iteration 22Q (58965.470000 sec): 3 clusters
  Score: Raw -228036.846508 + Penalty 2543.594019 = -225493.252489
  nChanged 1
		SP:Iteration 23Q (58965.510000 sec): 3 clusters
  Score: Raw -228037.020562 + Penalty 2543.594019 = -225493.426543
  nChanged 1
		SP:Iteration 24Q (58965.570000 sec): 3 clusters
  Score: Raw -228037.422477 + Penalty 2543.594019 = -225493.828458
  nChanged 3
		SP:Iteration 25Q (58965.610000 sec): 3 clusters
  Score: Raw -228037.930141 + Penalty 2543.594019 = -225494.336122
  nChanged 1
		SP:Iteration 26Q (58965.670000 sec): 3 clusters
  Score: Raw -228038.748373 + Penalty 2543.594019 = -225495.154354
  nChanged 3
		SP:Iteration 27Q (58965.710000 sec): 3 clusters
  Score: Raw -228039.612413 + Penalty 2543.594019 = -225496.018394
  nChanged 3
		SP:Iteration 28Q (58965.770000 sec): 3 clusters
  Score: Raw -228041.323991 + Penalty 2543.594019 = -225497.729972
  nChanged 8
		SP:Iteration 29Q (58965.810000 sec): 3 clusters
  Score: Raw -228043.653069 + Penalty 2543.594019 = -225500.059050
  nChanged 4
		SP:Iteration 30Q (58965.860000 sec): 3 clusters
  Score: Raw -228045.088716 + Penalty 2543.594019 = -225501.494697
  nChanged 1
		SP:Iteration 31Q (58965.910000 sec): 3 clusters
  Score: Raw -228045.932477 + Penalty 2543.594019 = -225502.338458
  nChanged 3
		SP:Iteration 32Q (58965.960000 sec): 3 clusters
  Score: Raw -228047.186509 + Penalty 2543.594019 = -225503.592490
  nChanged 3
		SP:Iteration 33Q (58966.010000 sec): 3 clusters
  Score: Raw -228049.273010 + Penalty 2543.594019 = -225505.678991
  nChanged 5
		SP:Iteration 34Q (58966.060000 sec): 3 clusters
  Score: Raw -228053.425143 + Penalty 2543.594019 = -225509.831124
  nChanged 4
		SP:Iteration 35Q (58966.110000 sec): 3 clusters
  Score: Raw -228054.267207 + Penalty 2543.594019 = -225510.673188
  nChanged 0
		SP:Iteration 36F (58966.160000 sec): 3 clusters
  Score: Raw -228054.267207 + Penalty 2543.594019 = -225510.673188
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58966.230000 sec): 2 clusters
  Score: Raw -237103.339037 + Penalty 1271.602360 = -235831.736677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58966.280000 sec): 3 clusters
  Score: Raw -236014.786274 + Penalty 2543.204720 = -233471.581555
  nChanged 877
		SP:Iteration 1F (58966.330000 sec): 3 clusters
  Score: Raw -236526.580782 + Penalty 2543.204720 = -233983.376062
  nChanged 175
		SP:Iteration 2F (58966.380000 sec): 3 clusters
  Score: Raw -236640.607809 + Penalty 2543.204720 = -234097.403090
  nChanged 120
		SP:Iteration 3Q (58966.430000 sec): 3 clusters
  Score: Raw -236713.963429 + Penalty 2543.204720 = -234170.758709
  nChanged 80
		SP:Iteration 4Q (58966.480000 sec): 3 clusters
  Score: Raw -236765.074278 + Penalty 2543.204720 = -234221.869558
  nChanged 85
		SP:Iteration 5Q (58966.530000 sec): 3 clusters
  Score: Raw -236818.003105 + Penalty 2543.204720 = -234274.798385
  nChanged 87
		SP:Iteration 6Q (58966.570000 sec): 3 clusters
  Score: Raw -236872.399898 + Penalty 2543.204720 = -234329.195179
  nChanged 79
		SP:Iteration 7Q (58966.620000 sec): 3 clusters
  Score: Raw -236926.968143 + Penalty 2543.204720 = -234383.763424
  nChanged 89
		SP:Iteration 8Q (58966.670000 sec): 3 clusters
  Score: Raw -236988.194822 + Penalty 2543.204720 = -234444.990103
  nChanged 85
		SP:Iteration 9Q (58966.720000 sec): 3 clusters
  Score: Raw -237043.542252 + Penalty 2543.204720 = -234500.337532
  nChanged 71
		SP:Iteration 10Q (58966.770000 sec): 3 clusters
  Score: Raw -237091.790874 + Penalty 2543.204720 = -234548.586155
  nChanged 58
		SP:Iteration 11Q (58966.820000 sec): 3 clusters
  Score: Raw -237130.844080 + Penalty 2543.204720 = -234587.639361
  nChanged 56
		SP:Iteration 12Q (58966.870000 sec): 3 clusters
  Score: Raw -237162.666015 + Penalty 2543.204720 = -234619.461296
  nChanged 46
		SP:Iteration 13Q (58966.920000 sec): 3 clusters
  Score: Raw -237190.428604 + Penalty 2543.204720 = -234647.223884
  nChanged 37
		SP:Iteration 14Q (58966.970000 sec): 3 clusters
  Score: Raw -237210.369661 + Penalty 2543.204720 = -234667.164942
  nChanged 33
		SP:Iteration 15Q (58967.010000 sec): 3 clusters
  Score: Raw -237229.469158 + Penalty 2543.204720 = -234686.264438
  nChanged 33
		SP:Iteration 16Q (58967.060000 sec): 3 clusters
  Score: Raw -237249.657494 + Penalty 2543.204720 = -234706.452775
  nChanged 22
		SP:Iteration 17Q (58967.110000 sec): 3 clusters
  Score: Raw -237271.218456 + Penalty 2543.204720 = -234728.013736
  nChanged 24
		SP:Iteration 18Q (58967.160000 sec): 3 clusters
  Score: Raw -237294.675615 + Penalty 2543.204720 = -234751.470895
  nChanged 40
		SP:Iteration 19Q (58967.210000 sec): 3 clusters
  Score: Raw -237318.701821 + Penalty 2543.204720 = -234775.497101
  nChanged 29
		SP:Iteration 20F (58967.250000 sec): 3 clusters
  Score: Raw -237336.451338 + Penalty 2543.204720 = -234793.246619
  nChanged 17
		SP:Iteration 21Q (58967.300000 sec): 3 clusters
  Score: Raw -237346.754682 + Penalty 2543.204720 = -234803.549962
  nChanged 12
		SP:Iteration 22Q (58967.350000 sec): 3 clusters
  Score: Raw -237353.950836 + Penalty 2543.204720 = -234810.746116
  nChanged 13
		SP:Iteration 23Q (58967.400000 sec): 3 clusters
  Score: Raw -237360.592497 + Penalty 2543.204720 = -234817.387777
  nChanged 6
		SP:Iteration 24Q (58967.450000 sec): 3 clusters
  Score: Raw -237364.556966 + Penalty 2543.204720 = -234821.352246
  nChanged 10
		SP:Iteration 25Q (58967.500000 sec): 3 clusters
  Score: Raw -237370.177115 + Penalty 2543.204720 = -234826.972396
  nChanged 12
		SP:Iteration 26Q (58967.550000 sec): 3 clusters
  Score: Raw -237379.487342 + Penalty 2543.204720 = -234836.282622
  nChanged 14
		SP:Iteration 27Q (58967.590000 sec): 3 clusters
  Score: Raw -237390.510727 + Penalty 2543.204720 = -234847.306007
  nChanged 10
		SP:Iteration 28Q (58967.640000 sec): 3 clusters
  Score: Raw -237396.068033 + Penalty 2543.204720 = -234852.863313
  nChanged 7
		SP:Iteration 29Q (58967.690000 sec): 3 clusters
  Score: Raw -237403.029932 + Penalty 2543.204720 = -234859.825212
  nChanged 11
		SP:Iteration 30Q (58967.740000 sec): 3 clusters
  Score: Raw -237412.376396 + Penalty 2543.204720 = -234869.171676
  nChanged 8
		SP:Iteration 31Q (58967.790000 sec): 3 clusters
  Score: Raw -237417.912074 + Penalty 2543.204720 = -234874.707354
  nChanged 5
		SP:Iteration 32Q (58967.830000 sec): 3 clusters
  Score: Raw -237423.682023 + Penalty 2543.204720 = -234880.477303
  nChanged 6
		SP:Iteration 33Q (58967.880000 sec): 3 clusters
  Score: Raw -237428.956671 + Penalty 2543.204720 = -234885.751951
  nChanged 8
		SP:Iteration 34Q (58967.930000 sec): 3 clusters
  Score: Raw -237433.141975 + Penalty 2543.204720 = -234889.937256
  nChanged 4
		SP:Iteration 35Q (58967.980000 sec): 3 clusters
  Score: Raw -237436.189194 + Penalty 2543.204720 = -234892.984474
  nChanged 5
		SP:Iteration 36Q (58968.030000 sec): 3 clusters
  Score: Raw -237438.908780 + Penalty 2543.204720 = -234895.704060
  nChanged 10
		SP:Iteration 37Q (58968.070000 sec): 3 clusters
  Score: Raw -237447.549346 + Penalty 2543.204720 = -234904.344627
  nChanged 15
		SP:Iteration 38Q (58968.120000 sec): 3 clusters
  Score: Raw -237463.682972 + Penalty 2543.204720 = -234920.478252
  nChanged 14
		SP:Iteration 39Q (58968.170000 sec): 3 clusters
  Score: Raw -237476.709579 + Penalty 2543.204720 = -234933.504859
  nChanged 10
		SP:Iteration 40F (58968.220000 sec): 3 clusters
  Score: Raw -237483.682289 + Penalty 2543.204720 = -234940.477570
  nChanged 12
		SP:Iteration 41Q (58968.260000 sec): 3 clusters
  Score: Raw -237491.889928 + Penalty 2543.204720 = -234948.685209
  nChanged 5
		SP:Iteration 42Q (58968.310000 sec): 3 clusters
  Score: Raw -237495.033673 + Penalty 2543.204720 = -234951.828953
  nChanged 4
		SP:Iteration 43Q (58968.360000 sec): 3 clusters
  Score: Raw -237499.496148 + Penalty 2543.204720 = -234956.291429
  nChanged 6
		SP:Iteration 44Q (58968.410000 sec): 3 clusters
  Score: Raw -237503.671158 + Penalty 2543.204720 = -234960.466438
  nChanged 6
		SP:Iteration 45Q (58968.450000 sec): 3 clusters
  Score: Raw -237507.766293 + Penalty 2543.204720 = -234964.561573
  nChanged 3
		SP:Iteration 46Q (58968.500000 sec): 3 clusters
  Score: Raw -237509.789535 + Penalty 2543.204720 = -234966.584815
  nChanged 1
		SP:Iteration 47Q (58968.550000 sec): 3 clusters
  Score: Raw -237510.638086 + Penalty 2543.204720 = -234967.433366
  nChanged 1
		SP:Iteration 48Q (58968.600000 sec): 3 clusters
  Score: Raw -237510.841014 + Penalty 2543.204720 = -234967.636294
  nChanged 1
		SP:Iteration 49Q (58968.640000 sec): 3 clusters
  Score: Raw -237511.081252 + Penalty 2543.204720 = -234967.876533
  nChanged 0
		SP:Iteration 50F (58968.690000 sec): 3 clusters
  Score: Raw -237511.081252 + Penalty 2543.204720 = -234967.876533
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58968.760000 sec): 2 clusters
  Score: Raw -270350.000646 + Penalty 1277.905795 = -269072.094851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58968.810000 sec): 3 clusters
  Score: Raw -269143.685948 + Penalty 2555.811589 = -266587.874359
  nChanged 965
		SP:Iteration 1F (58968.860000 sec): 3 clusters
  Score: Raw -269789.403290 + Penalty 2555.811589 = -267233.591701
  nChanged 230
		SP:Iteration 2F (58968.920000 sec): 3 clusters
  Score: Raw -269978.372114 + Penalty 2555.811589 = -267422.560524
  nChanged 161
		SP:Iteration 3F (58968.960000 sec): 3 clusters
  Score: Raw -270097.119680 + Penalty 2555.811589 = -267541.308090
  nChanged 122
		SP:Iteration 4Q (58969.020000 sec): 3 clusters
  Score: Raw -270180.017507 + Penalty 2555.811589 = -267624.205917
  nChanged 111
		SP:Iteration 5Q (58969.070000 sec): 3 clusters
  Score: Raw -270277.797872 + Penalty 2555.811589 = -267721.986283
  nChanged 112
		SP:Iteration 6Q (58969.120000 sec): 3 clusters
  Score: Raw -270412.626300 + Penalty 2555.811589 = -267856.814711
  nChanged 115
		SP:Iteration 7Q (58969.170000 sec): 3 clusters
  Score: Raw -270535.902230 + Penalty 2555.811589 = -267980.090641
  nChanged 100
		SP:Iteration 8Q (58969.220000 sec): 3 clusters
  Score: Raw -270636.400469 + Penalty 2555.811589 = -268080.588880
  nChanged 72
		SP:Iteration 9Q (58969.270000 sec): 3 clusters
  Score: Raw -270704.981561 + Penalty 2555.811589 = -268149.169972
  nChanged 61
		SP:Iteration 10Q (58969.320000 sec): 3 clusters
  Score: Raw -270755.731872 + Penalty 2555.811589 = -268199.920283
  nChanged 41
		SP:Iteration 11Q (58969.370000 sec): 3 clusters
  Score: Raw -270787.125137 + Penalty 2555.811589 = -268231.313548
  nChanged 26
		SP:Iteration 12Q (58969.420000 sec): 3 clusters
  Score: Raw -270806.383139 + Penalty 2555.811589 = -268250.571550
  nChanged 23
		SP:Iteration 13Q (58969.470000 sec): 3 clusters
  Score: Raw -270824.459492 + Penalty 2555.811589 = -268268.647903
  nChanged 25
		SP:Iteration 14Q (58969.520000 sec): 3 clusters
  Score: Raw -270849.048498 + Penalty 2555.811589 = -268293.236909
  nChanged 18
		SP:Iteration 15Q (58969.570000 sec): 3 clusters
  Score: Raw -270861.702399 + Penalty 2555.811589 = -268305.890810
  nChanged 13
		SP:Iteration 16Q (58969.620000 sec): 3 clusters
  Score: Raw -270875.095591 + Penalty 2555.811589 = -268319.284002
  nChanged 12
		SP:Iteration 17Q (58969.670000 sec): 3 clusters
  Score: Raw -270886.141521 + Penalty 2555.811589 = -268330.329932
  nChanged 12
		SP:Iteration 18Q (58969.720000 sec): 3 clusters
  Score: Raw -270893.011067 + Penalty 2555.811589 = -268337.199478
  nChanged 7
		SP:Iteration 19Q (58969.770000 sec): 3 clusters
  Score: Raw -270897.909898 + Penalty 2555.811589 = -268342.098309
  nChanged 2
		SP:Iteration 20F (58969.820000 sec): 3 clusters
  Score: Raw -270899.161923 + Penalty 2555.811589 = -268343.350334
  nChanged 4
		SP:Iteration 21Q (58969.870000 sec): 3 clusters
  Score: Raw -270902.427075 + Penalty 2555.811589 = -268346.615486
  nChanged 9
		SP:Iteration 22Q (58969.920000 sec): 3 clusters
  Score: Raw -270908.757747 + Penalty 2555.811589 = -268352.946158
  nChanged 9
		SP:Iteration 23Q (58969.970000 sec): 3 clusters
  Score: Raw -270916.144278 + Penalty 2555.811589 = -268360.332689
  nChanged 4
		SP:Iteration 24Q (58970.020000 sec): 3 clusters
  Score: Raw -270918.574317 + Penalty 2555.811589 = -268362.762728
  nChanged 3
		SP:Iteration 25Q (58970.060000 sec): 3 clusters
  Score: Raw -270920.394174 + Penalty 2555.811589 = -268364.582584
  nChanged 3
		SP:Iteration 26Q (58970.120000 sec): 3 clusters
  Score: Raw -270921.623785 + Penalty 2555.811589 = -268365.812196
  nChanged 1
		SP:Iteration 27Q (58970.160000 sec): 3 clusters
  Score: Raw -270922.169410 + Penalty 2555.811589 = -268366.357820
  nChanged 1
		SP:Iteration 28Q (58970.210000 sec): 3 clusters
  Score: Raw -270922.796579 + Penalty 2555.811589 = -268366.984990
  nChanged 1
		SP:Iteration 29Q (58970.260000 sec): 3 clusters
  Score: Raw -270923.748308 + Penalty 2555.811589 = -268367.936719
  nChanged 0
		SP:Iteration 30F (58970.310000 sec): 3 clusters
  Score: Raw -270923.748308 + Penalty 2555.811589 = -268367.936719
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (3997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58970.390000 sec): 2 clusters
  Score: Raw -398758.676107 + Penalty 1347.661146 = -397411.014961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58970.470000 sec): 3 clusters
  Score: Raw -396716.133963 + Penalty 2695.322292 = -394020.811671
  nChanged 1536
		SP:Iteration 1F (58970.550000 sec): 3 clusters
  Score: Raw -397560.429079 + Penalty 2695.322292 = -394865.106788
  nChanged 326
		SP:Iteration 2F (58970.630000 sec): 3 clusters
  Score: Raw -397775.754226 + Penalty 2695.322292 = -395080.431935
  nChanged 262
		SP:Iteration 3F (58970.710000 sec): 3 clusters
  Score: Raw -397949.183781 + Penalty 2695.322292 = -395253.861490
  nChanged 229
		SP:Iteration 4F (58970.790000 sec): 3 clusters
  Score: Raw -398110.521652 + Penalty 2695.322292 = -395415.199360
  nChanged 235
		SP:Iteration 5F (58970.860000 sec): 3 clusters
  Score: Raw -398291.989026 + Penalty 2695.322292 = -395596.666734
  nChanged 210
		SP:Iteration 6F (58970.940000 sec): 3 clusters
  Score: Raw -398447.792618 + Penalty 2695.322292 = -395752.470326
  nChanged 183
		SP:Iteration 7Q (58971.020000 sec): 3 clusters
  Score: Raw -398596.117122 + Penalty 2695.322292 = -395900.794830
  nChanged 166
		SP:Iteration 8Q (58971.100000 sec): 3 clusters
  Score: Raw -398736.367692 + Penalty 2695.322292 = -396041.045400
  nChanged 133
		SP:Iteration 9Q (58971.180000 sec): 3 clusters
  Score: Raw -398851.415155 + Penalty 2695.322292 = -396156.092863
  nChanged 93
		SP:Iteration 10Q (58971.260000 sec): 3 clusters
  Score: Raw -398932.888116 + Penalty 2695.322292 = -396237.565824
  nChanged 66
		SP:Iteration 11Q (58971.340000 sec): 3 clusters
  Score: Raw -398989.752331 + Penalty 2695.322292 = -396294.430039
  nChanged 41
		SP:Iteration 12Q (58971.420000 sec): 3 clusters
  Score: Raw -399023.193399 + Penalty 2695.322292 = -396327.871108
  nChanged 23
		SP:Iteration 13Q (58971.500000 sec): 3 clusters
  Score: Raw -399041.243921 + Penalty 2695.322292 = -396345.921630
  nChanged 19
		SP:Iteration 14Q (58971.580000 sec): 3 clusters
  Score: Raw -399057.277901 + Penalty 2695.322292 = -396361.955610
  nChanged 10
		SP:Iteration 15Q (58971.650000 sec): 3 clusters
  Score: Raw -399066.743701 + Penalty 2695.322292 = -396371.421410
  nChanged 7
		SP:Iteration 16Q (58971.730000 sec): 3 clusters
  Score: Raw -399072.480288 + Penalty 2695.322292 = -396377.157996
  nChanged 8
		SP:Iteration 17Q (58971.810000 sec): 3 clusters
  Score: Raw -399077.615720 + Penalty 2695.322292 = -396382.293428
  nChanged 2
		SP:Iteration 18Q (58971.880000 sec): 3 clusters
  Score: Raw -399079.272194 + Penalty 2695.322292 = -396383.949902
  nChanged 1
		SP:Iteration 19Q (58971.960000 sec): 3 clusters
  Score: Raw -399079.998301 + Penalty 2695.322292 = -396384.676010
  nChanged 1
		SP:Iteration 20F (58972.040000 sec): 3 clusters
  Score: Raw -399080.762539 + Penalty 2695.322292 = -396385.440247
  nChanged 1
		SP:Iteration 21Q (58972.120000 sec): 3 clusters
  Score: Raw -399081.537151 + Penalty 2695.322292 = -396386.214859
  nChanged 1
		SP:Iteration 22Q (58972.200000 sec): 3 clusters
  Score: Raw -399082.997753 + Penalty 2695.322292 = -396387.675461
  nChanged 1
		SP:Iteration 23Q (58972.270000 sec): 3 clusters
  Score: Raw -399083.683406 + Penalty 2695.322292 = -396388.361115
  nChanged 0
		SP:Iteration 24F (58972.350000 sec): 3 clusters
  Score: Raw -399083.683406 + Penalty 2695.322292 = -396388.361115
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58972.490000 sec): 2 clusters
  Score: Raw -1315767.193214 + Penalty 1541.672315 = -1314225.520899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58972.700000 sec): 3 clusters
  Score: Raw -1308158.741910 + Penalty 3083.344630 = -1305075.397280
  nChanged 5783
		SP:Iteration 1F (58972.890000 sec): 3 clusters
  Score: Raw -1311323.207379 + Penalty 3083.344630 = -1308239.862749
  nChanged 846
		SP:Iteration 2F (58973.110000 sec): 3 clusters
  Score: Raw -1311746.095263 + Penalty 3083.344630 = -1308662.750633
  nChanged 804
		SP:Iteration 3F (58973.290000 sec): 3 clusters
  Score: Raw -1312141.221795 + Penalty 3083.344630 = -1309057.877165
  nChanged 751
		SP:Iteration 4F (58973.480000 sec): 3 clusters
  Score: Raw -1312528.527177 + Penalty 3083.344630 = -1309445.182547
  nChanged 713
		SP:Iteration 5F (58973.670000 sec): 3 clusters
  Score: Raw -1312907.536452 + Penalty 3083.344630 = -1309824.191822
  nChanged 675
		SP:Iteration 6F (58973.880000 sec): 3 clusters
  Score: Raw -1313275.807164 + Penalty 3083.344630 = -1310192.462534
  nChanged 667
		SP:Iteration 7F (58974.060000 sec): 3 clusters
  Score: Raw -1313666.727636 + Penalty 3083.344630 = -1310583.383006
  nChanged 636
		SP:Iteration 8Q (58974.280000 sec): 3 clusters
  Score: Raw -1314007.792831 + Penalty 3083.344630 = -1310924.448201
  nChanged 533
		SP:Iteration 9Q (58974.510000 sec): 3 clusters
  Score: Raw -1314308.773390 + Penalty 3083.344630 = -1311225.428760
  nChanged 485
		SP:Iteration 10Q (58974.710000 sec): 3 clusters
  Score: Raw -1314600.948759 + Penalty 3083.344630 = -1311517.604129
  nChanged 443
		SP:Iteration 11Q (58974.930000 sec): 3 clusters
  Score: Raw -1314890.392991 + Penalty 3083.344630 = -1311807.048362
  nChanged 409
		SP:Iteration 12Q (58975.150000 sec): 3 clusters
  Score: Raw -1315159.595644 + Penalty 3083.344630 = -1312076.251015
  nChanged 311
		SP:Iteration 13Q (58975.340000 sec): 3 clusters
  Score: Raw -1315351.536503 + Penalty 3083.344630 = -1312268.191874
  nChanged 247
		SP:Iteration 14Q (58975.550000 sec): 3 clusters
  Score: Raw -1315499.176233 + Penalty 3083.344630 = -1312415.831603
  nChanged 225
		SP:Iteration 15Q (58975.740000 sec): 3 clusters
  Score: Raw -1315629.786223 + Penalty 3083.344630 = -1312546.441593
  nChanged 167
		SP:Iteration 16Q (58975.930000 sec): 3 clusters
  Score: Raw -1315728.362224 + Penalty 3083.344630 = -1312645.017594
  nChanged 134
		SP:Iteration 17Q (58976.130000 sec): 3 clusters
  Score: Raw -1315790.413230 + Penalty 3083.344630 = -1312707.068600
  nChanged 94
		SP:Iteration 18Q (58976.310000 sec): 3 clusters
  Score: Raw -1315829.511246 + Penalty 3083.344630 = -1312746.166616
  nChanged 72
		SP:Iteration 19Q (58976.490000 sec): 3 clusters
  Score: Raw -1315853.468256 + Penalty 3083.344630 = -1312770.123626
  nChanged 52
		SP:Iteration 20F (58976.670000 sec): 3 clusters
  Score: Raw -1315869.306439 + Penalty 3083.344630 = -1312785.961810
  nChanged 44
		SP:Iteration 21Q (58976.880000 sec): 3 clusters
  Score: Raw -1315881.679016 + Penalty 3083.344630 = -1312798.334386
  nChanged 34
		SP:Iteration 22Q (58977.070000 sec): 3 clusters
  Score: Raw -1315894.679341 + Penalty 3083.344630 = -1312811.334712
  nChanged 41
		SP:Iteration 23Q (58977.250000 sec): 3 clusters
  Score: Raw -1315910.546868 + Penalty 3083.344630 = -1312827.202238
  nChanged 46
		SP:Iteration 24Q (58977.430000 sec): 3 clusters
  Score: Raw -1315924.818494 + Penalty 3083.344630 = -1312841.473864
  nChanged 39
		SP:Iteration 25Q (58977.620000 sec): 3 clusters
  Score: Raw -1315936.081297 + Penalty 3083.344630 = -1312852.736667
  nChanged 27
		SP:Iteration 26Q (58977.800000 sec): 3 clusters
  Score: Raw -1315942.966168 + Penalty 3083.344630 = -1312859.621538
  nChanged 21
		SP:Iteration 27Q (58977.980000 sec): 3 clusters
  Score: Raw -1315947.945753 + Penalty 3083.344630 = -1312864.601123
  nChanged 18
		SP:Iteration 28Q (58978.180000 sec): 3 clusters
  Score: Raw -1315952.361348 + Penalty 3083.344630 = -1312869.016718
  nChanged 15
		SP:Iteration 29Q (58978.360000 sec): 3 clusters
  Score: Raw -1315956.257654 + Penalty 3083.344630 = -1312872.913024
  nChanged 10
		SP:Iteration 30Q (58978.540000 sec): 3 clusters
  Score: Raw -1315959.133818 + Penalty 3083.344630 = -1312875.789188
  nChanged 11
		SP:Iteration 31Q (58978.740000 sec): 3 clusters
  Score: Raw -1315961.533784 + Penalty 3083.344630 = -1312878.189154
  nChanged 9
		SP:Iteration 32Q (58978.940000 sec): 3 clusters
  Score: Raw -1315963.581646 + Penalty 3083.344630 = -1312880.237016
  nChanged 15
		SP:Iteration 33Q (58979.120000 sec): 3 clusters
  Score: Raw -1315967.541998 + Penalty 3083.344630 = -1312884.197368
  nChanged 14
		SP:Iteration 34Q (58979.290000 sec): 3 clusters
  Score: Raw -1315971.242953 + Penalty 3083.344630 = -1312887.898324
  nChanged 15
		SP:Iteration 35Q (58979.490000 sec): 3 clusters
  Score: Raw -1315974.753326 + Penalty 3083.344630 = -1312891.408697
  nChanged 14
		SP:Iteration 36Q (58979.670000 sec): 3 clusters
  Score: Raw -1315977.459426 + Penalty 3083.344630 = -1312894.114796
  nChanged 15
		SP:Iteration 37Q (58979.850000 sec): 3 clusters
  Score: Raw -1315982.343525 + Penalty 3083.344630 = -1312898.998895
  nChanged 19
		SP:Iteration 38Q (58980.050000 sec): 3 clusters
  Score: Raw -1315987.714787 + Penalty 3083.344630 = -1312904.370157
  nChanged 17
		SP:Iteration 39Q (58980.250000 sec): 3 clusters
  Score: Raw -1315992.329441 + Penalty 3083.344630 = -1312908.984811
  nChanged 14
		SP:Iteration 40F (58980.430000 sec): 3 clusters
  Score: Raw -1315995.774344 + Penalty 3083.344630 = -1312912.429714
  nChanged 13
		SP:Iteration 41Q (58980.610000 sec): 3 clusters
  Score: Raw -1316000.013037 + Penalty 3083.344630 = -1312916.668407
  nChanged 16
		SP:Iteration 42Q (58980.810000 sec): 3 clusters
  Score: Raw -1316005.314662 + Penalty 3083.344630 = -1312921.970033
  nChanged 13
		SP:Iteration 43Q (58980.970000 sec): 3 clusters
  Score: Raw -1316009.846726 + Penalty 3083.344630 = -1312926.502096
  nChanged 8
		SP:Iteration 44Q (58981.150000 sec): 3 clusters
  Score: Raw -1316011.773162 + Penalty 3083.344630 = -1312928.428532
  nChanged 5
		SP:Iteration 45Q (58981.340000 sec): 3 clusters
  Score: Raw -1316012.794424 + Penalty 3083.344630 = -1312929.449794
  nChanged 3
		SP:Iteration 46Q (58981.530000 sec): 3 clusters
  Score: Raw -1316013.445560 + Penalty 3083.344630 = -1312930.100931
  nChanged 5
		SP:Iteration 47Q (58981.710000 sec): 3 clusters
  Score: Raw -1316014.914426 + Penalty 3083.344630 = -1312931.569796
  nChanged 1
		SP:Iteration 48Q (58981.880000 sec): 3 clusters
  Score: Raw -1316015.122592 + Penalty 3083.344630 = -1312931.777962
  nChanged 1
		SP:Iteration 49Q (58982.080000 sec): 3 clusters
  Score: Raw -1316015.261522 + Penalty 3083.344630 = -1312931.916892
  nChanged 0
		SP:Iteration 50F (58982.270000 sec): 3 clusters
  Score: Raw -1316015.261522 + Penalty 3083.344630 = -1312931.916892
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (4889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58982.360000 sec): 2 clusters
  Score: Raw -522821.143189 + Penalty 1380.395748 = -521440.747442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58982.490000 sec): 3 clusters
  Score: Raw -520256.298145 + Penalty 2760.791495 = -517495.506650
  nChanged 1961
		SP:Iteration 1F (58982.580000 sec): 3 clusters
  Score: Raw -521450.814100 + Penalty 2760.791495 = -518690.022604
  nChanged 404
		SP:Iteration 2F (58982.670000 sec): 3 clusters
  Score: Raw -521732.144264 + Penalty 2760.791495 = -518971.352768
  nChanged 325
		SP:Iteration 3F (58982.760000 sec): 3 clusters
  Score: Raw -521929.764244 + Penalty 2760.791495 = -519168.972749
  nChanged 267
		SP:Iteration 4F (58982.850000 sec): 3 clusters
  Score: Raw -522090.649049 + Penalty 2760.791495 = -519329.857554
  nChanged 213
		SP:Iteration 5Q (58982.940000 sec): 3 clusters
  Score: Raw -522217.624590 + Penalty 2760.791495 = -519456.833095
  nChanged 214
		SP:Iteration 6Q (58983.040000 sec): 3 clusters
  Score: Raw -522348.559959 + Penalty 2760.791495 = -519587.768463
  nChanged 193
		SP:Iteration 7Q (58983.130000 sec): 3 clusters
  Score: Raw -522479.682965 + Penalty 2760.791495 = -519718.891469
  nChanged 183
		SP:Iteration 8Q (58983.220000 sec): 3 clusters
  Score: Raw -522594.213514 + Penalty 2760.791495 = -519833.422019
  nChanged 138
		SP:Iteration 9Q (58983.310000 sec): 3 clusters
  Score: Raw -522680.107166 + Penalty 2760.791495 = -519919.315670
  nChanged 126
		SP:Iteration 10Q (58983.410000 sec): 3 clusters
  Score: Raw -522756.767745 + Penalty 2760.791495 = -519995.976249
  nChanged 101
		SP:Iteration 11Q (58983.490000 sec): 3 clusters
  Score: Raw -522818.473628 + Penalty 2760.791495 = -520057.682133
  nChanged 89
		SP:Iteration 12Q (58983.590000 sec): 3 clusters
  Score: Raw -522868.005618 + Penalty 2760.791495 = -520107.214122
  nChanged 79
		SP:Iteration 13Q (58983.680000 sec): 3 clusters
  Score: Raw -522907.709915 + Penalty 2760.791495 = -520146.918419
  nChanged 59
		SP:Iteration 14Q (58983.770000 sec): 3 clusters
  Score: Raw -522932.847245 + Penalty 2760.791495 = -520172.055749
  nChanged 53
		SP:Iteration 15Q (58983.860000 sec): 3 clusters
  Score: Raw -522959.689204 + Penalty 2760.791495 = -520198.897709
  nChanged 48
		SP:Iteration 16Q (58983.950000 sec): 3 clusters
  Score: Raw -522982.371495 + Penalty 2760.791495 = -520221.580000
  nChanged 46
		SP:Iteration 17Q (58984.040000 sec): 3 clusters
  Score: Raw -523001.833155 + Penalty 2760.791495 = -520241.041659
  nChanged 31
		SP:Iteration 18Q (58984.130000 sec): 3 clusters
  Score: Raw -523014.297906 + Penalty 2760.791495 = -520253.506411
  nChanged 24
		SP:Iteration 19Q (58984.220000 sec): 3 clusters
  Score: Raw -523023.301180 + Penalty 2760.791495 = -520262.509684
  nChanged 16
		SP:Iteration 20F (58984.310000 sec): 3 clusters
  Score: Raw -523029.466746 + Penalty 2760.791495 = -520268.675251
  nChanged 14
		SP:Iteration 21Q (58984.400000 sec): 3 clusters
  Score: Raw -523035.120097 + Penalty 2760.791495 = -520274.328602
  nChanged 13
		SP:Iteration 22Q (58984.490000 sec): 3 clusters
  Score: Raw -523039.279012 + Penalty 2760.791495 = -520278.487516
  nChanged 13
		SP:Iteration 23Q (58984.580000 sec): 3 clusters
  Score: Raw -523044.834597 + Penalty 2760.791495 = -520284.043102
  nChanged 11
		SP:Iteration 24Q (58984.670000 sec): 3 clusters
  Score: Raw -523048.797909 + Penalty 2760.791495 = -520288.006414
  nChanged 6
		SP:Iteration 25Q (58984.760000 sec): 3 clusters
  Score: Raw -523052.279108 + Penalty 2760.791495 = -520291.487613
  nChanged 14
		SP:Iteration 26Q (58984.850000 sec): 3 clusters
  Score: Raw -523057.644233 + Penalty 2760.791495 = -520296.852737
  nChanged 12
		SP:Iteration 27Q (58984.940000 sec): 3 clusters
  Score: Raw -523061.802254 + Penalty 2760.791495 = -520301.010759
  nChanged 12
		SP:Iteration 28Q (58985.030000 sec): 3 clusters
  Score: Raw -523066.419988 + Penalty 2760.791495 = -520305.628493
  nChanged 14
		SP:Iteration 29Q (58985.120000 sec): 3 clusters
  Score: Raw -523072.263532 + Penalty 2760.791495 = -520311.472037
  nChanged 15
		SP:Iteration 30Q (58985.210000 sec): 3 clusters
  Score: Raw -523078.251165 + Penalty 2760.791495 = -520317.459670
  nChanged 9
		SP:Iteration 31Q (58985.290000 sec): 3 clusters
  Score: Raw -523081.686545 + Penalty 2760.791495 = -520320.895049
  nChanged 1
		SP:Iteration 32Q (58985.390000 sec): 3 clusters
  Score: Raw -523082.216630 + Penalty 2760.791495 = -520321.425134
  nChanged 3
		SP:Iteration 33Q (58985.470000 sec): 3 clusters
  Score: Raw -523083.122522 + Penalty 2760.791495 = -520322.331026
  nChanged 6
		SP:Iteration 34Q (58985.560000 sec): 3 clusters
  Score: Raw -523085.448273 + Penalty 2760.791495 = -520324.656777
  nChanged 4
		SP:Iteration 35Q (58985.650000 sec): 3 clusters
  Score: Raw -523086.752618 + Penalty 2760.791495 = -520325.961123
  nChanged 3
		SP:Iteration 36Q (58985.740000 sec): 3 clusters
  Score: Raw -523087.616979 + Penalty 2760.791495 = -520326.825483
  nChanged 2
		SP:Iteration 37Q (58985.830000 sec): 3 clusters
  Score: Raw -523088.200594 + Penalty 2760.791495 = -520327.409099
  nChanged 1
		SP:Iteration 38Q (58985.920000 sec): 3 clusters
  Score: Raw -523088.591950 + Penalty 2760.791495 = -520327.800455
  nChanged 1
		SP:Iteration 39Q (58986.010000 sec): 3 clusters
  Score: Raw -523088.906605 + Penalty 2760.791495 = -520328.115109
  nChanged 2
		SP:Iteration 40F (58986.100000 sec): 3 clusters
  Score: Raw -523089.730379 + Penalty 2760.791495 = -520328.938884
  nChanged 2
		SP:Iteration 41Q (58986.190000 sec): 3 clusters
  Score: Raw -523090.504472 + Penalty 2760.791495 = -520329.712977
  nChanged 5
		SP:Iteration 42Q (58986.270000 sec): 3 clusters
  Score: Raw -523093.255419 + Penalty 2760.791495 = -520332.463924
  nChanged 6
		SP:Iteration 43Q (58986.370000 sec): 3 clusters
  Score: Raw -523095.304514 + Penalty 2760.791495 = -520334.513018
  nChanged 6
		SP:Iteration 44Q (58986.450000 sec): 3 clusters
  Score: Raw -523097.300838 + Penalty 2760.791495 = -520336.509342
  nChanged 2
		SP:Iteration 45Q (58986.540000 sec): 3 clusters
  Score: Raw -523098.172975 + Penalty 2760.791495 = -520337.381479
  nChanged 5
		SP:Iteration 46Q (58986.630000 sec): 3 clusters
  Score: Raw -523099.652110 + Penalty 2760.791495 = -520338.860615
  nChanged 1
		SP:Iteration 47Q (58986.720000 sec): 3 clusters
  Score: Raw -523100.288065 + Penalty 2760.791495 = -520339.496569
  nChanged 2
		SP:Iteration 48Q (58986.810000 sec): 3 clusters
  Score: Raw -523100.869754 + Penalty 2760.791495 = -520340.078258
  nChanged 2
		SP:Iteration 49Q (58986.900000 sec): 3 clusters
  Score: Raw -523101.681639 + Penalty 2760.791495 = -520340.890143
  nChanged 4
		SP:Iteration 50Q (58986.990000 sec): 3 clusters
  Score: Raw -523102.729082 + Penalty 2760.791495 = -520341.937587
  nChanged 4
		SP:Iteration 51Q (58987.070000 sec): 3 clusters
  Score: Raw -523104.231108 + Penalty 2760.791495 = -520343.439613
  nChanged 3
		SP:Iteration 52Q (58987.170000 sec): 3 clusters
  Score: Raw -523105.577322 + Penalty 2760.791495 = -520344.785827
  nChanged 3
		SP:Iteration 53Q (58987.250000 sec): 3 clusters
  Score: Raw -523106.387610 + Penalty 2760.791495 = -520345.596114
  nChanged 3
		SP:Iteration 54Q (58987.340000 sec): 3 clusters
  Score: Raw -523107.468156 + Penalty 2760.791495 = -520346.676661
  nChanged 3
		SP:Iteration 55Q (58987.430000 sec): 3 clusters
  Score: Raw -523108.705368 + Penalty 2760.791495 = -520347.913872
  nChanged 3
		SP:Iteration 56Q (58987.520000 sec): 3 clusters
  Score: Raw -523110.023934 + Penalty 2760.791495 = -520349.232438
  nChanged 4
		SP:Iteration 57Q (58987.610000 sec): 3 clusters
  Score: Raw -523110.876928 + Penalty 2760.791495 = -520350.085433
  nChanged 4
		SP:Iteration 58Q (58987.700000 sec): 3 clusters
  Score: Raw -523112.036477 + Penalty 2760.791495 = -520351.244982
  nChanged 0
		SP:Iteration 59F (58987.790000 sec): 3 clusters
  Score: Raw -523112.036477 + Penalty 2760.791495 = -520351.244982
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58987.860000 sec): 2 clusters
  Score: Raw -385605.631194 + Penalty 1352.901600 = -384252.729594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58987.950000 sec): 3 clusters
  Score: Raw -383515.570908 + Penalty 2705.803200 = -380809.767709
  nChanged 1644
		SP:Iteration 1F (58988.030000 sec): 3 clusters
  Score: Raw -384463.894840 + Penalty 2705.803200 = -381758.091640
  nChanged 357
		SP:Iteration 2F (58988.110000 sec): 3 clusters
  Score: Raw -384723.150377 + Penalty 2705.803200 = -382017.347177
  nChanged 293
		SP:Iteration 3F (58988.190000 sec): 3 clusters
  Score: Raw -384923.613003 + Penalty 2705.803200 = -382217.809804
  nChanged 237
		SP:Iteration 4F (58988.270000 sec): 3 clusters
  Score: Raw -385087.864059 + Penalty 2705.803200 = -382382.060859
  nChanged 189
		SP:Iteration 5Q (58988.340000 sec): 3 clusters
  Score: Raw -385212.375506 + Penalty 2705.803200 = -382506.572306
  nChanged 161
		SP:Iteration 6Q (58988.420000 sec): 3 clusters
  Score: Raw -385294.035982 + Penalty 2705.803200 = -382588.232782
  nChanged 108
		SP:Iteration 7Q (58988.500000 sec): 3 clusters
  Score: Raw -385349.129884 + Penalty 2705.803200 = -382643.326684
  nChanged 102
		SP:Iteration 8Q (58988.580000 sec): 3 clusters
  Score: Raw -385402.476678 + Penalty 2705.803200 = -382696.673478
  nChanged 87
		SP:Iteration 9Q (58988.660000 sec): 3 clusters
  Score: Raw -385451.365088 + Penalty 2705.803200 = -382745.561888
  nChanged 74
		SP:Iteration 10Q (58988.740000 sec): 3 clusters
  Score: Raw -385484.603227 + Penalty 2705.803200 = -382778.800028
  nChanged 63
		SP:Iteration 11Q (58988.820000 sec): 3 clusters
  Score: Raw -385513.752173 + Penalty 2705.803200 = -382807.948973
  nChanged 66
		SP:Iteration 12Q (58988.900000 sec): 3 clusters
  Score: Raw -385549.804963 + Penalty 2705.803200 = -382844.001763
  nChanged 66
		SP:Iteration 13Q (58988.980000 sec): 3 clusters
  Score: Raw -385589.069746 + Penalty 2705.803200 = -382883.266546
  nChanged 66
		SP:Iteration 14Q (58989.060000 sec): 3 clusters
  Score: Raw -385621.514520 + Penalty 2705.803200 = -382915.711320
  nChanged 50
		SP:Iteration 15Q (58989.140000 sec): 3 clusters
  Score: Raw -385650.239169 + Penalty 2705.803200 = -382944.435969
  nChanged 58
		SP:Iteration 16Q (58989.210000 sec): 3 clusters
  Score: Raw -385682.502019 + Penalty 2705.803200 = -382976.698819
  nChanged 55
		SP:Iteration 17Q (58989.290000 sec): 3 clusters
  Score: Raw -385716.623374 + Penalty 2705.803200 = -383010.820175
  nChanged 55
		SP:Iteration 18Q (58989.370000 sec): 3 clusters
  Score: Raw -385747.778148 + Penalty 2705.803200 = -383041.974949
  nChanged 47
		SP:Iteration 19Q (58989.450000 sec): 3 clusters
  Score: Raw -385776.216713 + Penalty 2705.803200 = -383070.413513
  nChanged 54
		SP:Iteration 20F (58989.520000 sec): 3 clusters
  Score: Raw -385807.601702 + Penalty 2705.803200 = -383101.798502
  nChanged 59
		SP:Iteration 21Q (58989.600000 sec): 3 clusters
  Score: Raw -385841.813603 + Penalty 2705.803200 = -383136.010403
  nChanged 55
		SP:Iteration 22Q (58989.680000 sec): 3 clusters
  Score: Raw -385876.914176 + Penalty 2705.803200 = -383171.110976
  nChanged 73
		SP:Iteration 23Q (58989.760000 sec): 3 clusters
  Score: Raw -385916.930595 + Penalty 2705.803200 = -383211.127395
  nChanged 52
		SP:Iteration 24Q (58989.830000 sec): 3 clusters
  Score: Raw -385950.248956 + Penalty 2705.803200 = -383244.445756
  nChanged 55
		SP:Iteration 25Q (58989.910000 sec): 3 clusters
  Score: Raw -385988.645052 + Penalty 2705.803200 = -383282.841852
  nChanged 59
		SP:Iteration 26Q (58989.990000 sec): 3 clusters
  Score: Raw -386040.388629 + Penalty 2705.803200 = -383334.585429
  nChanged 70
		SP:Iteration 27Q (58990.060000 sec): 3 clusters
  Score: Raw -386101.556502 + Penalty 2705.803200 = -383395.753303
  nChanged 81
		SP:Iteration 28Q (58990.140000 sec): 3 clusters
  Score: Raw -386172.478733 + Penalty 2705.803200 = -383466.675534
  nChanged 71
		SP:Iteration 29Q (58990.220000 sec): 3 clusters
  Score: Raw -386240.038347 + Penalty 2705.803200 = -383534.235147
  nChanged 59
		SP:Iteration 30Q (58990.290000 sec): 3 clusters
  Score: Raw -386297.814923 + Penalty 2705.803200 = -383592.011724
  nChanged 63
		SP:Iteration 31Q (58990.370000 sec): 3 clusters
  Score: Raw -386357.208875 + Penalty 2705.803200 = -383651.405675
  nChanged 71
		SP:Iteration 32Q (58990.440000 sec): 3 clusters
  Score: Raw -386418.560459 + Penalty 2705.803200 = -383712.757259
  nChanged 63
		SP:Iteration 33Q (58990.520000 sec): 3 clusters
  Score: Raw -386476.385239 + Penalty 2705.803200 = -383770.582039
  nChanged 60
		SP:Iteration 34Q (58990.590000 sec): 3 clusters
  Score: Raw -386542.219329 + Penalty 2705.803200 = -383836.416129
  nChanged 70
		SP:Iteration 35Q (58990.670000 sec): 3 clusters
  Score: Raw -386634.102714 + Penalty 2705.803200 = -383928.299514
  nChanged 55
		SP:Iteration 36Q (58990.740000 sec): 3 clusters
  Score: Raw -386711.015123 + Penalty 2705.803200 = -384005.211923
  nChanged 41
		SP:Iteration 37Q (58990.810000 sec): 3 clusters
  Score: Raw -386748.273449 + Penalty 2705.803200 = -384042.470249
  nChanged 30
		SP:Iteration 38Q (58990.880000 sec): 3 clusters
  Score: Raw -386774.683011 + Penalty 2705.803200 = -384068.879812
  nChanged 24
		SP:Iteration 39Q (58990.960000 sec): 3 clusters
  Score: Raw -386791.907010 + Penalty 2705.803200 = -384086.103810
  nChanged 21
		SP:Iteration 40F (58991.040000 sec): 3 clusters
  Score: Raw -386822.346070 + Penalty 2705.803200 = -384116.542870
  nChanged 20
		SP:Iteration 41Q (58991.110000 sec): 3 clusters
  Score: Raw -386832.598325 + Penalty 2705.803200 = -384126.795126
  nChanged 6
		SP:Iteration 42Q (58991.180000 sec): 3 clusters
  Score: Raw -386836.469071 + Penalty 2705.803200 = -384130.665871
  nChanged 3
		SP:Iteration 43Q (58991.250000 sec): 3 clusters
  Score: Raw -386837.649868 + Penalty 2705.803200 = -384131.846668
  nChanged 3
		SP:Iteration 44Q (58991.320000 sec): 3 clusters
  Score: Raw -386838.337102 + Penalty 2705.803200 = -384132.533902
  nChanged 1
		SP:Iteration 45Q (58991.400000 sec): 3 clusters
  Score: Raw -386838.833833 + Penalty 2705.803200 = -384133.030633
  nChanged 0
		SP:Iteration 46F (58991.480000 sec): 3 clusters
  Score: Raw -386838.833833 + Penalty 2705.803200 = -384133.030633
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (58991.630000 sec): 2 clusters
  Score: Raw -1256320.314150 + Penalty 1537.908438 = -1254782.405713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (58991.860000 sec): 3 clusters
  Score: Raw -1248933.287265 + Penalty 3075.816876 = -1245857.470390
  nChanged 5671
		SP:Iteration 1F (58992.080000 sec): 3 clusters
  Score: Raw -1252133.042091 + Penalty 3075.816876 = -1249057.225215
  nChanged 797
		SP:Iteration 2F (58992.260000 sec): 3 clusters
  Score: Raw -1252486.993082 + Penalty 3075.816876 = -1249411.176207
  nChanged 648
		SP:Iteration 3F (58992.460000 sec): 3 clusters
  Score: Raw -1252739.888713 + Penalty 3075.816876 = -1249664.071837
  nChanged 582
		SP:Iteration 4Q (58992.670000 sec): 3 clusters
  Score: Raw -1252986.426193 + Penalty 3075.816876 = -1249910.609317
  nChanged 572
		SP:Iteration 5Q (58992.870000 sec): 3 clusters
  Score: Raw -1253242.141781 + Penalty 3075.816876 = -1250166.324905
  nChanged 569
		SP:Iteration 6Q (58993.080000 sec): 3 clusters
  Score: Raw -1253500.362356 + Penalty 3075.816876 = -1250424.545480
  nChanged 587
		SP:Iteration 7Q (58993.300000 sec): 3 clusters
  Score: Raw -1253817.903843 + Penalty 3075.816876 = -1250742.086967
  nChanged 598
		SP:Iteration 8Q (58993.490000 sec): 3 clusters
  Score: Raw -1254160.605355 + Penalty 3075.816876 = -1251084.788480
  nChanged 580
		SP:Iteration 9Q (58993.730000 sec): 3 clusters
  Score: Raw -1254510.435222 + Penalty 3075.816876 = -1251434.618346
  nChanged 581
		SP:Iteration 10Q (58993.920000 sec): 3 clusters
  Score: Raw -1254902.099103 + Penalty 3075.816876 = -1251826.282227
  nChanged 549
		SP:Iteration 11Q (58994.120000 sec): 3 clusters
  Score: Raw -1255312.166296 + Penalty 3075.816876 = -1252236.349421
  nChanged 471
		SP:Iteration 12Q (58994.320000 sec): 3 clusters
  Score: Raw -1255670.699701 + Penalty 3075.816876 = -1252594.882825
  nChanged 386
		SP:Iteration 13Q (58994.510000 sec): 3 clusters
  Score: Raw -1255942.517661 + Penalty 3075.816876 = -1252866.700785
  nChanged 326
		SP:Iteration 14Q (58994.700000 sec): 3 clusters
  Score: Raw -1256183.959245 + Penalty 3075.816876 = -1253108.142369
  nChanged 230
		SP:Iteration 15Q (58994.920000 sec): 3 clusters
  Score: Raw -1256357.197743 + Penalty 3075.816876 = -1253281.380867
  nChanged 174
		SP:Iteration 16Q (58995.100000 sec): 3 clusters
  Score: Raw -1256492.948560 + Penalty 3075.816876 = -1253417.131685
  nChanged 133
		SP:Iteration 17Q (58995.290000 sec): 3 clusters
  Score: Raw -1256591.152278 + Penalty 3075.816876 = -1253515.335402
  nChanged 93
		SP:Iteration 18Q (58995.470000 sec): 3 clusters
  Score: Raw -1256656.744532 + Penalty 3075.816876 = -1253580.927656
  nChanged 65
		SP:Iteration 19Q (58995.670000 sec): 3 clusters
  Score: Raw -1256701.626059 + Penalty 3075.816876 = -1253625.809183
  nChanged 43
		SP:Iteration 20F (58995.860000 sec): 3 clusters
  Score: Raw -1256726.626018 + Penalty 3075.816876 = -1253650.809143
  nChanged 40
		SP:Iteration 21Q (58996.070000 sec): 3 clusters
  Score: Raw -1256753.291446 + Penalty 3075.816876 = -1253677.474571
  nChanged 27
		SP:Iteration 22Q (58996.260000 sec): 3 clusters
  Score: Raw -1256768.529501 + Penalty 3075.816876 = -1253692.712625
  nChanged 18
		SP:Iteration 23Q (58996.440000 sec): 3 clusters
  Score: Raw -1256778.078461 + Penalty 3075.816876 = -1253702.261586
  nChanged 11
		SP:Iteration 24Q (58996.620000 sec): 3 clusters
  Score: Raw -1256784.033698 + Penalty 3075.816876 = -1253708.216823
  nChanged 8
		SP:Iteration 25Q (58996.860000 sec): 3 clusters
  Score: Raw -1256789.824462 + Penalty 3075.816876 = -1253714.007586
  nChanged 12
		SP:Iteration 26Q (58997.030000 sec): 3 clusters
  Score: Raw -1256799.069363 + Penalty 3075.816876 = -1253723.252487
  nChanged 6
		SP:Iteration 27Q (58997.210000 sec): 3 clusters
  Score: Raw -1256802.022382 + Penalty 3075.816876 = -1253726.205507
  nChanged 4
		SP:Iteration 28Q (58997.390000 sec): 3 clusters
  Score: Raw -1256806.065112 + Penalty 3075.816876 = -1253730.248237
  nChanged 9
		SP:Iteration 29Q (58997.600000 sec): 3 clusters
  Score: Raw -1256812.874493 + Penalty 3075.816876 = -1253737.057618
  nChanged 6
		SP:Iteration 30Q (58997.800000 sec): 3 clusters
  Score: Raw -1256816.168091 + Penalty 3075.816876 = -1253740.351216
  nChanged 4
		SP:Iteration 31Q (58997.990000 sec): 3 clusters
  Score: Raw -1256817.559167 + Penalty 3075.816876 = -1253741.742292
  nChanged 3
		SP:Iteration 32Q (58998.170000 sec): 3 clusters
  Score: Raw -1256819.295500 + Penalty 3075.816876 = -1253743.478624
  nChanged 4
		SP:Iteration 33Q (58998.370000 sec): 3 clusters
  Score: Raw -1256823.012000 + Penalty 3075.816876 = -1253747.195125
  nChanged 6
		SP:Iteration 34Q (58998.550000 sec): 3 clusters
  Score: Raw -1256826.183597 + Penalty 3075.816876 = -1253750.366721
  nChanged 6
		SP:Iteration 35Q (58998.730000 sec): 3 clusters
  Score: Raw -1256830.890009 + Penalty 3075.816876 = -1253755.073133
  nChanged 4
		SP:Iteration 36Q (58998.910000 sec): 3 clusters
  Score: Raw -1256834.325549 + Penalty 3075.816876 = -1253758.508674
  nChanged 3
		SP:Iteration 37Q (58999.120000 sec): 3 clusters
  Score: Raw -1256836.475597 + Penalty 3075.816876 = -1253760.658721
  nChanged 1
		SP:Iteration 38Q (58999.320000 sec): 3 clusters
  Score: Raw -1256836.752386 + Penalty 3075.816876 = -1253760.935510
  nChanged 1
		SP:Iteration 39Q (58999.510000 sec): 3 clusters
  Score: Raw -1256837.730497 + Penalty 3075.816876 = -1253761.913621
  nChanged 1
		SP:Iteration 40F (58999.710000 sec): 3 clusters
  Score: Raw -1256839.202328 + Penalty 3075.816876 = -1253763.385453
  nChanged 2
		SP:Iteration 41Q (58999.910000 sec): 3 clusters
  Score: Raw -1256840.831660 + Penalty 3075.816876 = -1253765.014784
  nChanged 3
		SP:Iteration 42Q (59000.080000 sec): 3 clusters
  Score: Raw -1256841.749565 + Penalty 3075.816876 = -1253765.932689
  nChanged 4
		SP:Iteration 43Q (59000.270000 sec): 3 clusters
  Score: Raw -1256844.004987 + Penalty 3075.816876 = -1253768.188112
  nChanged 4
		SP:Iteration 44Q (59000.450000 sec): 3 clusters
  Score: Raw -1256846.781189 + Penalty 3075.816876 = -1253770.964314
  nChanged 4
		SP:Iteration 45Q (59000.660000 sec): 3 clusters
  Score: Raw -1256849.832704 + Penalty 3075.816876 = -1253774.015828
  nChanged 4
		SP:Iteration 46Q (59000.830000 sec): 3 clusters
  Score: Raw -1256851.949421 + Penalty 3075.816876 = -1253776.132545
  nChanged 4
		SP:Iteration 47Q (59001.010000 sec): 3 clusters
  Score: Raw -1256854.352326 + Penalty 3075.816876 = -1253778.535450
  nChanged 2
		SP:Iteration 48Q (59001.190000 sec): 3 clusters
  Score: Raw -1256855.619665 + Penalty 3075.816876 = -1253779.802789
  nChanged 2
		SP:Iteration 49Q (59001.400000 sec): 3 clusters
  Score: Raw -1256856.487725 + Penalty 3075.816876 = -1253780.670849
  nChanged 1
		SP:Iteration 50Q (59001.620000 sec): 3 clusters
  Score: Raw -1256856.771298 + Penalty 3075.816876 = -1253780.954423
  nChanged 0
		SP:Iteration 51F (59001.840000 sec): 3 clusters
  Score: Raw -1256856.771298 + Penalty 3075.816876 = -1253780.954423
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59002.060000 sec): 2 clusters
  Score: Raw -2141337.582609 + Penalty 1615.338150 = -2139722.244460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59002.320000 sec): 3 clusters
  Score: Raw -2128810.075846 + Penalty 3230.676300 = -2125579.399546
  nChanged 9443
		SP:Iteration 1F (59002.590000 sec): 3 clusters
  Score: Raw -2134158.719961 + Penalty 3230.676300 = -2130928.043661
  nChanged 1172
		SP:Iteration 2F (59002.870000 sec): 3 clusters
  Score: Raw -2134716.662434 + Penalty 3230.676300 = -2131485.986134
  nChanged 1239
		SP:Iteration 3F (59003.120000 sec): 3 clusters
  Score: Raw -2135438.317961 + Penalty 3230.676300 = -2132207.641662
  nChanged 1443
		SP:Iteration 4F (59003.390000 sec): 3 clusters
  Score: Raw -2136475.004008 + Penalty 3230.676300 = -2133244.327709
  nChanged 1546
		SP:Iteration 5F (59003.660000 sec): 3 clusters
  Score: Raw -2137679.671625 + Penalty 3230.676300 = -2134448.995325
  nChanged 1485
		SP:Iteration 6F (59003.910000 sec): 3 clusters
  Score: Raw -2138720.111262 + Penalty 3230.676300 = -2135489.434962
  nChanged 1179
		SP:Iteration 7F (59004.180000 sec): 3 clusters
  Score: Raw -2139397.444237 + Penalty 3230.676300 = -2136166.767937
  nChanged 946
		SP:Iteration 8Q (59004.470000 sec): 3 clusters
  Score: Raw -2139875.887522 + Penalty 3230.676300 = -2136645.211222
  nChanged 669
		SP:Iteration 9Q (59004.760000 sec): 3 clusters
  Score: Raw -2140144.363255 + Penalty 3230.676300 = -2136913.686956
  nChanged 477
		SP:Iteration 10Q (59005.040000 sec): 3 clusters
  Score: Raw -2140294.405614 + Penalty 3230.676300 = -2137063.729315
  nChanged 354
		SP:Iteration 11Q (59005.330000 sec): 3 clusters
  Score: Raw -2140400.657856 + Penalty 3230.676300 = -2137169.981557
  nChanged 278
		SP:Iteration 12Q (59005.620000 sec): 3 clusters
  Score: Raw -2140473.511125 + Penalty 3230.676300 = -2137242.834825
  nChanged 225
		SP:Iteration 13Q (59005.900000 sec): 3 clusters
  Score: Raw -2140533.235422 + Penalty 3230.676300 = -2137302.559123
  nChanged 205
		SP:Iteration 14Q (59006.180000 sec): 3 clusters
  Score: Raw -2140582.703073 + Penalty 3230.676300 = -2137352.026773
  nChanged 194
		SP:Iteration 15Q (59006.470000 sec): 3 clusters
  Score: Raw -2140628.862813 + Penalty 3230.676300 = -2137398.186513
  nChanged 165
		SP:Iteration 16Q (59006.760000 sec): 3 clusters
  Score: Raw -2140676.532945 + Penalty 3230.676300 = -2137445.856645
  nChanged 164
		SP:Iteration 17Q (59007.040000 sec): 3 clusters
  Score: Raw -2140721.470764 + Penalty 3230.676300 = -2137490.794465
  nChanged 165
		SP:Iteration 18Q (59007.320000 sec): 3 clusters
  Score: Raw -2140769.053519 + Penalty 3230.676300 = -2137538.377219
  nChanged 153
		SP:Iteration 19Q (59007.580000 sec): 3 clusters
  Score: Raw -2140811.212134 + Penalty 3230.676300 = -2137580.535834
  nChanged 164
		SP:Iteration 20F (59007.840000 sec): 3 clusters
  Score: Raw -2140854.347114 + Penalty 3230.676300 = -2137623.670814
  nChanged 142
		SP:Iteration 21Q (59008.100000 sec): 3 clusters
  Score: Raw -2140891.102180 + Penalty 3230.676300 = -2137660.425880
  nChanged 120
		SP:Iteration 22Q (59008.350000 sec): 3 clusters
  Score: Raw -2140922.523492 + Penalty 3230.676300 = -2137691.847193
  nChanged 127
		SP:Iteration 23Q (59008.630000 sec): 3 clusters
  Score: Raw -2140950.084874 + Penalty 3230.676300 = -2137719.408574
  nChanged 114
		SP:Iteration 24Q (59008.880000 sec): 3 clusters
  Score: Raw -2140976.368910 + Penalty 3230.676300 = -2137745.692610
  nChanged 125
		SP:Iteration 25Q (59009.140000 sec): 3 clusters
  Score: Raw -2141003.572143 + Penalty 3230.676300 = -2137772.895844
  nChanged 119
		SP:Iteration 26Q (59009.390000 sec): 3 clusters
  Score: Raw -2141028.801476 + Penalty 3230.676300 = -2137798.125176
  nChanged 126
		SP:Iteration 27Q (59009.660000 sec): 3 clusters
  Score: Raw -2141057.765108 + Penalty 3230.676300 = -2137827.088809
  nChanged 127
		SP:Iteration 28Q (59009.930000 sec): 3 clusters
  Score: Raw -2141086.711566 + Penalty 3230.676300 = -2137856.035266
  nChanged 104
		SP:Iteration 29Q (59010.200000 sec): 3 clusters
  Score: Raw -2141108.864186 + Penalty 3230.676300 = -2137878.187887
  nChanged 111
		SP:Iteration 30Q (59010.480000 sec): 3 clusters
  Score: Raw -2141134.400125 + Penalty 3230.676300 = -2137903.723825
  nChanged 103
		SP:Iteration 31Q (59010.730000 sec): 3 clusters
  Score: Raw -2141156.773289 + Penalty 3230.676300 = -2137926.096989
  nChanged 108
		SP:Iteration 32Q (59010.980000 sec): 3 clusters
  Score: Raw -2141182.008576 + Penalty 3230.676300 = -2137951.332276
  nChanged 105
		SP:Iteration 33Q (59011.240000 sec): 3 clusters
  Score: Raw -2141204.534586 + Penalty 3230.676300 = -2137973.858286
  nChanged 100
		SP:Iteration 34Q (59011.510000 sec): 3 clusters
  Score: Raw -2141222.874741 + Penalty 3230.676300 = -2137992.198442
  nChanged 85
		SP:Iteration 35Q (59011.770000 sec): 3 clusters
  Score: Raw -2141236.190759 + Penalty 3230.676300 = -2138005.514459
  nChanged 75
		SP:Iteration 36Q (59012.020000 sec): 3 clusters
  Score: Raw -2141247.126163 + Penalty 3230.676300 = -2138016.449864
  nChanged 73
		SP:Iteration 37Q (59012.270000 sec): 3 clusters
  Score: Raw -2141258.221248 + Penalty 3230.676300 = -2138027.544949
  nChanged 59
		SP:Iteration 38Q (59012.530000 sec): 3 clusters
  Score: Raw -2141266.351738 + Penalty 3230.676300 = -2138035.675439
  nChanged 59
		SP:Iteration 39Q (59012.780000 sec): 3 clusters
  Score: Raw -2141275.071691 + Penalty 3230.676300 = -2138044.395391
  nChanged 60
		SP:Iteration 40F (59013.040000 sec): 3 clusters
  Score: Raw -2141286.441252 + Penalty 3230.676300 = -2138055.764953
  nChanged 68
		SP:Iteration 41Q (59013.280000 sec): 3 clusters
  Score: Raw -2141298.284124 + Penalty 3230.676300 = -2138067.607824
  nChanged 62
		SP:Iteration 42Q (59013.550000 sec): 3 clusters
  Score: Raw -2141309.555634 + Penalty 3230.676300 = -2138078.879335
  nChanged 57
		SP:Iteration 43Q (59013.800000 sec): 3 clusters
  Score: Raw -2141321.085021 + Penalty 3230.676300 = -2138090.408721
  nChanged 50
		SP:Iteration 44Q (59014.050000 sec): 3 clusters
  Score: Raw -2141330.784441 + Penalty 3230.676300 = -2138100.108142
  nChanged 56
		SP:Iteration 45Q (59014.300000 sec): 3 clusters
  Score: Raw -2141340.489258 + Penalty 3230.676300 = -2138109.812958
  nChanged 52
		SP:Iteration 46Q (59014.560000 sec): 3 clusters
  Score: Raw -2141351.463664 + Penalty 3230.676300 = -2138120.787364
  nChanged 49
		SP:Iteration 47Q (59014.810000 sec): 3 clusters
  Score: Raw -2141361.115447 + Penalty 3230.676300 = -2138130.439147
  nChanged 44
		SP:Iteration 48Q (59015.050000 sec): 3 clusters
  Score: Raw -2141369.828769 + Penalty 3230.676300 = -2138139.152469
  nChanged 50
		SP:Iteration 49Q (59015.310000 sec): 3 clusters
  Score: Raw -2141382.185066 + Penalty 3230.676300 = -2138151.508767
  nChanged 65
		SP:Iteration 50Q (59015.580000 sec): 3 clusters
  Score: Raw -2141396.383159 + Penalty 3230.676300 = -2138165.706859
  nChanged 54
		SP:Iteration 51Q (59015.820000 sec): 3 clusters
  Score: Raw -2141405.553526 + Penalty 3230.676300 = -2138174.877226
  nChanged 55
		SP:Iteration 52Q (59016.060000 sec): 3 clusters
  Score: Raw -2141415.915452 + Penalty 3230.676300 = -2138185.239152
  nChanged 58
		SP:Iteration 53Q (59016.320000 sec): 3 clusters
  Score: Raw -2141428.597247 + Penalty 3230.676300 = -2138197.920948
  nChanged 53
		SP:Iteration 54Q (59016.560000 sec): 3 clusters
  Score: Raw -2141441.428049 + Penalty 3230.676300 = -2138210.751749
  nChanged 54
		SP:Iteration 55Q (59016.800000 sec): 3 clusters
  Score: Raw -2141454.082233 + Penalty 3230.676300 = -2138223.405933
  nChanged 44
		SP:Iteration 56Q (59017.060000 sec): 3 clusters
  Score: Raw -2141465.256145 + Penalty 3230.676300 = -2138234.579845
  nChanged 47
		SP:Iteration 57Q (59017.300000 sec): 3 clusters
  Score: Raw -2141474.988197 + Penalty 3230.676300 = -2138244.311897
  nChanged 32
		SP:Iteration 58Q (59017.530000 sec): 3 clusters
  Score: Raw -2141479.584302 + Penalty 3230.676300 = -2138248.908002
  nChanged 27
		SP:Iteration 59Q (59017.790000 sec): 3 clusters
  Score: Raw -2141484.718521 + Penalty 3230.676300 = -2138254.042221
  nChanged 21
		SP:Iteration 60F (59018.050000 sec): 3 clusters
  Score: Raw -2141488.152993 + Penalty 3230.676300 = -2138257.476694
  nChanged 17
		SP:Iteration 61Q (59018.290000 sec): 3 clusters
  Score: Raw -2141490.563886 + Penalty 3230.676300 = -2138259.887587
  nChanged 11
		SP:Iteration 62Q (59018.530000 sec): 3 clusters
  Score: Raw -2141492.203252 + Penalty 3230.676300 = -2138261.526952
  nChanged 13
		SP:Iteration 63Q (59018.760000 sec): 3 clusters
  Score: Raw -2141493.698858 + Penalty 3230.676300 = -2138263.022558
  nChanged 15
		SP:Iteration 64Q (59019.000000 sec): 3 clusters
  Score: Raw -2141495.520115 + Penalty 3230.676300 = -2138264.843816
  nChanged 11
		SP:Iteration 65Q (59019.250000 sec): 3 clusters
  Score: Raw -2141496.775591 + Penalty 3230.676300 = -2138266.099291
  nChanged 5
		SP:Iteration 66Q (59019.500000 sec): 3 clusters
  Score: Raw -2141497.505922 + Penalty 3230.676300 = -2138266.829622
  nChanged 11
		SP:Iteration 67Q (59019.730000 sec): 3 clusters
  Score: Raw -2141498.550206 + Penalty 3230.676300 = -2138267.873907
  nChanged 8
		SP:Iteration 68Q (59019.990000 sec): 3 clusters
  Score: Raw -2141499.508091 + Penalty 3230.676300 = -2138268.831791
  nChanged 13
		SP:Iteration 69Q (59020.240000 sec): 3 clusters
  Score: Raw -2141501.273120 + Penalty 3230.676300 = -2138270.596820
  nChanged 18
		SP:Iteration 70Q (59020.470000 sec): 3 clusters
  Score: Raw -2141503.480128 + Penalty 3230.676300 = -2138272.803829
  nChanged 11
		SP:Iteration 71Q (59020.730000 sec): 3 clusters
  Score: Raw -2141504.650098 + Penalty 3230.676300 = -2138273.973798
  nChanged 5
		SP:Iteration 72Q (59020.950000 sec): 3 clusters
  Score: Raw -2141505.005003 + Penalty 3230.676300 = -2138274.328704
  nChanged 3
		SP:Iteration 73Q (59021.190000 sec): 3 clusters
  Score: Raw -2141505.393947 + Penalty 3230.676300 = -2138274.717647
  nChanged 5
		SP:Iteration 74Q (59021.450000 sec): 3 clusters
  Score: Raw -2141506.185626 + Penalty 3230.676300 = -2138275.509326
  nChanged 4
		SP:Iteration 75Q (59021.690000 sec): 3 clusters
  Score: Raw -2141506.478458 + Penalty 3230.676300 = -2138275.802158
  nChanged 2
		SP:Iteration 76Q (59021.930000 sec): 3 clusters
  Score: Raw -2141506.608116 + Penalty 3230.676300 = -2138275.931816
  nChanged 2
		SP:Iteration 77Q (59022.180000 sec): 3 clusters
  Score: Raw -2141506.789501 + Penalty 3230.676300 = -2138276.113201
  nChanged 3
		SP:Iteration 78Q (59022.430000 sec): 3 clusters
  Score: Raw -2141506.978412 + Penalty 3230.676300 = -2138276.302112
  nChanged 4
		SP:Iteration 79Q (59022.660000 sec): 3 clusters
  Score: Raw -2141507.204725 + Penalty 3230.676300 = -2138276.528425
  nChanged 0
		SP:Iteration 80F (59022.930000 sec): 3 clusters
  Score: Raw -2141507.204725 + Penalty 3230.676300 = -2138276.528425
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59023.020000 sec): 2 clusters
  Score: Raw -889129.050307 + Penalty 1468.927208 = -887660.123099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59023.160000 sec): 3 clusters
  Score: Raw -884387.116923 + Penalty 2937.854417 = -881449.262507
  nChanged 3613
		SP:Iteration 1F (59023.290000 sec): 3 clusters
  Score: Raw -886381.082642 + Penalty 2937.854417 = -883443.228225
  nChanged 507
		SP:Iteration 2F (59023.420000 sec): 3 clusters
  Score: Raw -886636.317992 + Penalty 2937.854417 = -883698.463575
  nChanged 456
		SP:Iteration 3F (59023.560000 sec): 3 clusters
  Score: Raw -886938.653819 + Penalty 2937.854417 = -884000.799402
  nChanged 449
		SP:Iteration 4F (59023.690000 sec): 3 clusters
  Score: Raw -887243.631575 + Penalty 2937.854417 = -884305.777159
  nChanged 410
		SP:Iteration 5Q (59023.840000 sec): 3 clusters
  Score: Raw -887463.734162 + Penalty 2937.854417 = -884525.879745
  nChanged 344
		SP:Iteration 6Q (59023.980000 sec): 3 clusters
  Score: Raw -887625.560518 + Penalty 2937.854417 = -884687.706101
  nChanged 327
		SP:Iteration 7Q (59024.120000 sec): 3 clusters
  Score: Raw -887785.427671 + Penalty 2937.854417 = -884847.573255
  nChanged 305
		SP:Iteration 8Q (59024.250000 sec): 3 clusters
  Score: Raw -887947.300407 + Penalty 2937.854417 = -885009.445991
  nChanged 304
		SP:Iteration 9Q (59024.380000 sec): 3 clusters
  Score: Raw -888125.882601 + Penalty 2937.854417 = -885188.028185
  nChanged 335
		SP:Iteration 10Q (59024.520000 sec): 3 clusters
  Score: Raw -888320.921028 + Penalty 2937.854417 = -885383.066611
  nChanged 326
		SP:Iteration 11Q (59024.660000 sec): 3 clusters
  Score: Raw -888521.418660 + Penalty 2937.854417 = -885583.564243
  nChanged 341
		SP:Iteration 12Q (59024.800000 sec): 3 clusters
  Score: Raw -888739.098097 + Penalty 2937.854417 = -885801.243681
  nChanged 349
		SP:Iteration 13Q (59024.940000 sec): 3 clusters
  Score: Raw -888981.289450 + Penalty 2937.854417 = -886043.435033
  nChanged 364
		SP:Iteration 14Q (59025.080000 sec): 3 clusters
  Score: Raw -889269.186612 + Penalty 2937.854417 = -886331.332195
  nChanged 334
		SP:Iteration 15Q (59025.210000 sec): 3 clusters
  Score: Raw -889562.357097 + Penalty 2937.854417 = -886624.502681
  nChanged 311
		SP:Iteration 16Q (59025.330000 sec): 3 clusters
  Score: Raw -889862.038129 + Penalty 2937.854417 = -886924.183712
  nChanged 253
		SP:Iteration 17Q (59025.470000 sec): 3 clusters
  Score: Raw -890061.825217 + Penalty 2937.854417 = -887123.970800
  nChanged 201
		SP:Iteration 18Q (59025.600000 sec): 3 clusters
  Score: Raw -890195.244267 + Penalty 2937.854417 = -887257.389851
  nChanged 166
		SP:Iteration 19Q (59025.740000 sec): 3 clusters
  Score: Raw -890270.460718 + Penalty 2937.854417 = -887332.606301
  nChanged 90
		SP:Iteration 20F (59025.870000 sec): 3 clusters
  Score: Raw -890304.737090 + Penalty 2937.854417 = -887366.882674
  nChanged 62
		SP:Iteration 21Q (59026.010000 sec): 3 clusters
  Score: Raw -890321.169189 + Penalty 2937.854417 = -887383.314772
  nChanged 31
		SP:Iteration 22Q (59026.150000 sec): 3 clusters
  Score: Raw -890325.788470 + Penalty 2937.854417 = -887387.934053
  nChanged 15
		SP:Iteration 23Q (59026.280000 sec): 3 clusters
  Score: Raw -890327.364857 + Penalty 2937.854417 = -887389.510441
  nChanged 5
		SP:Iteration 24Q (59026.410000 sec): 3 clusters
  Score: Raw -890327.874665 + Penalty 2937.854417 = -887390.020248
  nChanged 2
		SP:Iteration 25Q (59026.530000 sec): 3 clusters
  Score: Raw -890328.336200 + Penalty 2937.854417 = -887390.481783
  nChanged 3
		SP:Iteration 26Q (59026.660000 sec): 3 clusters
  Score: Raw -890328.665426 + Penalty 2937.854417 = -887390.811010
  nChanged 2
		SP:Iteration 27Q (59026.790000 sec): 3 clusters
  Score: Raw -890328.941804 + Penalty 2937.854417 = -887391.087388
  nChanged 0
		SP:Iteration 28F (59026.930000 sec): 3 clusters
  Score: Raw -890328.941804 + Penalty 2937.854417 = -887391.087388
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59027.030000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59027.170000 sec): 3 clusters
  Score: Raw -654996.769512 + Penalty 2842.424364 = -652154.345148
  nChanged 2607
		SP:Iteration 1F (59027.280000 sec): 3 clusters
  Score: Raw -656444.172624 + Penalty 2842.424364 = -653601.748260
  nChanged 456
		SP:Iteration 2F (59027.390000 sec): 3 clusters
  Score: Raw -656687.062600 + Penalty 2842.424364 = -653844.638236
  nChanged 360
		SP:Iteration 3F (59027.500000 sec): 3 clusters
  Score: Raw -656861.630627 + Penalty 2842.424364 = -654019.206263
  nChanged 291
		SP:Iteration 4Q (59027.620000 sec): 3 clusters
  Score: Raw -657014.109409 + Penalty 2842.424364 = -654171.685044
  nChanged 255
		SP:Iteration 5Q (59027.730000 sec): 3 clusters
  Score: Raw -657149.347859 + Penalty 2842.424364 = -654306.923495
  nChanged 245
		SP:Iteration 6Q (59027.850000 sec): 3 clusters
  Score: Raw -657301.220537 + Penalty 2842.424364 = -654458.796173
  nChanged 258
		SP:Iteration 7Q (59027.960000 sec): 3 clusters
  Score: Raw -657478.109463 + Penalty 2842.424364 = -654635.685098
  nChanged 285
		SP:Iteration 8Q (59028.070000 sec): 3 clusters
  Score: Raw -657684.588792 + Penalty 2842.424364 = -654842.164428
  nChanged 288
		SP:Iteration 9Q (59028.190000 sec): 3 clusters
  Score: Raw -657879.338419 + Penalty 2842.424364 = -655036.914054
  nChanged 265
		SP:Iteration 10Q (59028.300000 sec): 3 clusters
  Score: Raw -658073.516509 + Penalty 2842.424364 = -655231.092145
  nChanged 241
		SP:Iteration 11Q (59028.410000 sec): 3 clusters
  Score: Raw -658255.838704 + Penalty 2842.424364 = -655413.414340
  nChanged 200
		SP:Iteration 12Q (59028.520000 sec): 3 clusters
  Score: Raw -658421.893528 + Penalty 2842.424364 = -655579.469163
  nChanged 163
		SP:Iteration 13Q (59028.630000 sec): 3 clusters
  Score: Raw -658528.697656 + Penalty 2842.424364 = -655686.273292
  nChanged 108
		SP:Iteration 14Q (59028.750000 sec): 3 clusters
  Score: Raw -658579.943012 + Penalty 2842.424364 = -655737.518647
  nChanged 83
		SP:Iteration 15Q (59028.850000 sec): 3 clusters
  Score: Raw -658620.498037 + Penalty 2842.424364 = -655778.073673
  nChanged 74
		SP:Iteration 16Q (59028.970000 sec): 3 clusters
  Score: Raw -658652.702297 + Penalty 2842.424364 = -655810.277932
  nChanged 68
		SP:Iteration 17Q (59029.070000 sec): 3 clusters
  Score: Raw -658682.410058 + Penalty 2842.424364 = -655839.985693
  nChanged 55
		SP:Iteration 18Q (59029.180000 sec): 3 clusters
  Score: Raw -658705.175664 + Penalty 2842.424364 = -655862.751299
  nChanged 52
		SP:Iteration 19Q (59029.290000 sec): 3 clusters
  Score: Raw -658724.672997 + Penalty 2842.424364 = -655882.248633
  nChanged 32
		SP:Iteration 20F (59029.400000 sec): 3 clusters
  Score: Raw -658736.747621 + Penalty 2842.424364 = -655894.323257
  nChanged 33
		SP:Iteration 21Q (59029.510000 sec): 3 clusters
  Score: Raw -658748.125127 + Penalty 2842.424364 = -655905.700763
  nChanged 35
		SP:Iteration 22Q (59029.620000 sec): 3 clusters
  Score: Raw -658759.891309 + Penalty 2842.424364 = -655917.466945
  nChanged 25
		SP:Iteration 23Q (59029.740000 sec): 3 clusters
  Score: Raw -658766.166379 + Penalty 2842.424364 = -655923.742015
  nChanged 22
		SP:Iteration 24Q (59029.850000 sec): 3 clusters
  Score: Raw -658773.047302 + Penalty 2842.424364 = -655930.622938
  nChanged 20
		SP:Iteration 25Q (59029.950000 sec): 3 clusters
  Score: Raw -658779.494281 + Penalty 2842.424364 = -655937.069917
  nChanged 18
		SP:Iteration 26Q (59030.060000 sec): 3 clusters
  Score: Raw -658785.214818 + Penalty 2842.424364 = -655942.790453
  nChanged 21
		SP:Iteration 27Q (59030.170000 sec): 3 clusters
  Score: Raw -658792.237894 + Penalty 2842.424364 = -655949.813530
  nChanged 15
		SP:Iteration 28Q (59030.280000 sec): 3 clusters
  Score: Raw -658796.028379 + Penalty 2842.424364 = -655953.604014
  nChanged 10
		SP:Iteration 29Q (59030.390000 sec): 3 clusters
  Score: Raw -658799.113995 + Penalty 2842.424364 = -655956.689630
  nChanged 12
		SP:Iteration 30Q (59030.500000 sec): 3 clusters
  Score: Raw -658802.949050 + Penalty 2842.424364 = -655960.524686
  nChanged 14
		SP:Iteration 31Q (59030.610000 sec): 3 clusters
  Score: Raw -658806.245229 + Penalty 2842.424364 = -655963.820864
  nChanged 8
		SP:Iteration 32Q (59030.720000 sec): 3 clusters
  Score: Raw -658808.658495 + Penalty 2842.424364 = -655966.234131
  nChanged 7
		SP:Iteration 33Q (59030.830000 sec): 3 clusters
  Score: Raw -658809.920006 + Penalty 2842.424364 = -655967.495642
  nChanged 3
		SP:Iteration 34Q (59030.930000 sec): 3 clusters
  Score: Raw -658810.412467 + Penalty 2842.424364 = -655967.988102
  nChanged 4
		SP:Iteration 35Q (59031.040000 sec): 3 clusters
  Score: Raw -658811.122591 + Penalty 2842.424364 = -655968.698227
  nChanged 4
		SP:Iteration 36Q (59031.140000 sec): 3 clusters
  Score: Raw -658811.946561 + Penalty 2842.424364 = -655969.522197
  nChanged 6
		SP:Iteration 37Q (59031.250000 sec): 3 clusters
  Score: Raw -658813.354543 + Penalty 2842.424364 = -655970.930179
  nChanged 6
		SP:Iteration 38Q (59031.360000 sec): 3 clusters
  Score: Raw -658814.975096 + Penalty 2842.424364 = -655972.550731
  nChanged 4
		SP:Iteration 39Q (59031.460000 sec): 3 clusters
  Score: Raw -658816.789296 + Penalty 2842.424364 = -655974.364932
  nChanged 8
		SP:Iteration 40F (59031.580000 sec): 3 clusters
  Score: Raw -658818.772194 + Penalty 2842.424364 = -655976.347830
  nChanged 5
		SP:Iteration 41Q (59031.690000 sec): 3 clusters
  Score: Raw -658820.284195 + Penalty 2842.424364 = -655977.859830
  nChanged 6
		SP:Iteration 42Q (59031.800000 sec): 3 clusters
  Score: Raw -658821.986173 + Penalty 2842.424364 = -655979.561809
  nChanged 6
		SP:Iteration 43Q (59031.900000 sec): 3 clusters
  Score: Raw -658823.369863 + Penalty 2842.424364 = -655980.945499
  nChanged 7
		SP:Iteration 44Q (59032.010000 sec): 3 clusters
  Score: Raw -658825.127829 + Penalty 2842.424364 = -655982.703465
  nChanged 8
		SP:Iteration 45Q (59032.120000 sec): 3 clusters
  Score: Raw -658827.637842 + Penalty 2842.424364 = -655985.213478
  nChanged 8
		SP:Iteration 46Q (59032.230000 sec): 3 clusters
  Score: Raw -658830.414132 + Penalty 2842.424364 = -655987.989768
  nChanged 9
		SP:Iteration 47Q (59032.340000 sec): 3 clusters
  Score: Raw -658833.584693 + Penalty 2842.424364 = -655991.160328
  nChanged 12
		SP:Iteration 48Q (59032.440000 sec): 3 clusters
  Score: Raw -658836.198211 + Penalty 2842.424364 = -655993.773847
  nChanged 8
		SP:Iteration 49Q (59032.550000 sec): 3 clusters
  Score: Raw -658839.099715 + Penalty 2842.424364 = -655996.675351
  nChanged 11
		SP:Iteration 50Q (59032.660000 sec): 3 clusters
  Score: Raw -658841.805256 + Penalty 2842.424364 = -655999.380892
  nChanged 7
		SP:Iteration 51Q (59032.770000 sec): 3 clusters
  Score: Raw -658843.408172 + Penalty 2842.424364 = -656000.983808
  nChanged 4
		SP:Iteration 52Q (59032.870000 sec): 3 clusters
  Score: Raw -658844.238467 + Penalty 2842.424364 = -656001.814102
  nChanged 4
		SP:Iteration 53Q (59032.980000 sec): 3 clusters
  Score: Raw -658846.037099 + Penalty 2842.424364 = -656003.612735
  nChanged 5
		SP:Iteration 54Q (59033.090000 sec): 3 clusters
  Score: Raw -658847.164052 + Penalty 2842.424364 = -656004.739687
  nChanged 1
		SP:Iteration 55Q (59033.190000 sec): 3 clusters
  Score: Raw -658847.450382 + Penalty 2842.424364 = -656005.026018
  nChanged 0
		SP:Iteration 56F (59033.310000 sec): 3 clusters
  Score: Raw -658847.450382 + Penalty 2842.424364 = -656005.026018
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (10462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59033.420000 sec): 2 clusters
  Score: Raw -956657.665511 + Penalty 1504.019550 = -955153.645961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59033.580000 sec): 3 clusters
  Score: Raw -950649.233573 + Penalty 3008.039100 = -947641.194472
  nChanged 4578
		SP:Iteration 1F (59033.750000 sec): 3 clusters
  Score: Raw -953436.136892 + Penalty 3008.039100 = -950428.097792
  nChanged 779
		SP:Iteration 2F (59033.910000 sec): 3 clusters
  Score: Raw -953919.997902 + Penalty 3008.039100 = -950911.958802
  nChanged 670
		SP:Iteration 3F (59034.060000 sec): 3 clusters
  Score: Raw -954302.053328 + Penalty 3008.039100 = -951294.014227
  nChanged 569
		SP:Iteration 4F (59034.240000 sec): 3 clusters
  Score: Raw -954617.194354 + Penalty 3008.039100 = -951609.155254
  nChanged 530
		SP:Iteration 5F (59034.400000 sec): 3 clusters
  Score: Raw -954893.834244 + Penalty 3008.039100 = -951885.795144
  nChanged 466
		SP:Iteration 6Q (59034.560000 sec): 3 clusters
  Score: Raw -955133.578165 + Penalty 3008.039100 = -952125.539065
  nChanged 423
		SP:Iteration 7Q (59034.740000 sec): 3 clusters
  Score: Raw -955374.337931 + Penalty 3008.039100 = -952366.298831
  nChanged 422
		SP:Iteration 8Q (59034.900000 sec): 3 clusters
  Score: Raw -955626.151239 + Penalty 3008.039100 = -952618.112138
  nChanged 408
		SP:Iteration 9Q (59035.070000 sec): 3 clusters
  Score: Raw -955850.767662 + Penalty 3008.039100 = -952842.728562
  nChanged 346
		SP:Iteration 10Q (59035.220000 sec): 3 clusters
  Score: Raw -956017.347950 + Penalty 3008.039100 = -953009.308849
  nChanged 298
		SP:Iteration 11Q (59035.390000 sec): 3 clusters
  Score: Raw -956137.025106 + Penalty 3008.039100 = -953128.986006
  nChanged 231
		SP:Iteration 12Q (59035.550000 sec): 3 clusters
  Score: Raw -956225.775337 + Penalty 3008.039100 = -953217.736237
  nChanged 210
		SP:Iteration 13Q (59035.720000 sec): 3 clusters
  Score: Raw -956300.595092 + Penalty 3008.039100 = -953292.555992
  nChanged 155
		SP:Iteration 14Q (59035.900000 sec): 3 clusters
  Score: Raw -956358.577562 + Penalty 3008.039100 = -953350.538461
  nChanged 154
		SP:Iteration 15Q (59036.050000 sec): 3 clusters
  Score: Raw -956416.683470 + Penalty 3008.039100 = -953408.644369
  nChanged 157
		SP:Iteration 16Q (59036.220000 sec): 3 clusters
  Score: Raw -956469.958273 + Penalty 3008.039100 = -953461.919173
  nChanged 136
		SP:Iteration 17Q (59036.370000 sec): 3 clusters
  Score: Raw -956509.935482 + Penalty 3008.039100 = -953501.896382
  nChanged 111
		SP:Iteration 18Q (59036.530000 sec): 3 clusters
  Score: Raw -956538.769416 + Penalty 3008.039100 = -953530.730316
  nChanged 103
		SP:Iteration 19Q (59036.700000 sec): 3 clusters
  Score: Raw -956567.300510 + Penalty 3008.039100 = -953559.261409
  nChanged 110
		SP:Iteration 20F (59036.850000 sec): 3 clusters
  Score: Raw -956594.192714 + Penalty 3008.039100 = -953586.153614
  nChanged 98
		SP:Iteration 21Q (59037.030000 sec): 3 clusters
  Score: Raw -956622.604535 + Penalty 3008.039100 = -953614.565435
  nChanged 103
		SP:Iteration 22Q (59037.180000 sec): 3 clusters
  Score: Raw -956648.216179 + Penalty 3008.039100 = -953640.177078
  nChanged 99
		SP:Iteration 23Q (59037.350000 sec): 3 clusters
  Score: Raw -956675.747993 + Penalty 3008.039100 = -953667.708893
  nChanged 93
		SP:Iteration 24Q (59037.510000 sec): 3 clusters
  Score: Raw -956702.713142 + Penalty 3008.039100 = -953694.674041
  nChanged 98
		SP:Iteration 25Q (59037.670000 sec): 3 clusters
  Score: Raw -956729.469717 + Penalty 3008.039100 = -953721.430616
  nChanged 83
		SP:Iteration 26Q (59037.850000 sec): 3 clusters
  Score: Raw -956752.404830 + Penalty 3008.039100 = -953744.365729
  nChanged 90
		SP:Iteration 27Q (59038.000000 sec): 3 clusters
  Score: Raw -956781.830010 + Penalty 3008.039100 = -953773.790910
  nChanged 104
		SP:Iteration 28Q (59038.170000 sec): 3 clusters
  Score: Raw -956813.970173 + Penalty 3008.039100 = -953805.931072
  nChanged 97
		SP:Iteration 29Q (59038.330000 sec): 3 clusters
  Score: Raw -956843.914630 + Penalty 3008.039100 = -953835.875530
  nChanged 93
		SP:Iteration 30Q (59038.470000 sec): 3 clusters
  Score: Raw -956871.121110 + Penalty 3008.039100 = -953863.082010
  nChanged 86
		SP:Iteration 31Q (59038.650000 sec): 3 clusters
  Score: Raw -956896.222507 + Penalty 3008.039100 = -953888.183407
  nChanged 98
		SP:Iteration 32Q (59038.810000 sec): 3 clusters
  Score: Raw -956928.256594 + Penalty 3008.039100 = -953920.217494
  nChanged 95
		SP:Iteration 33Q (59038.970000 sec): 3 clusters
  Score: Raw -956954.931899 + Penalty 3008.039100 = -953946.892799
  nChanged 94
		SP:Iteration 34Q (59039.150000 sec): 3 clusters
  Score: Raw -956985.625080 + Penalty 3008.039100 = -953977.585980
  nChanged 101
		SP:Iteration 35Q (59039.300000 sec): 3 clusters
  Score: Raw -957022.171935 + Penalty 3008.039100 = -954014.132835
  nChanged 97
		SP:Iteration 36Q (59039.460000 sec): 3 clusters
  Score: Raw -957055.537092 + Penalty 3008.039100 = -954047.497992
  nChanged 86
		SP:Iteration 37Q (59039.620000 sec): 3 clusters
  Score: Raw -957084.840611 + Penalty 3008.039100 = -954076.801510
  nChanged 85
		SP:Iteration 38Q (59039.770000 sec): 3 clusters
  Score: Raw -957112.111567 + Penalty 3008.039100 = -954104.072467
  nChanged 74
		SP:Iteration 39Q (59039.940000 sec): 3 clusters
  Score: Raw -957133.776279 + Penalty 3008.039100 = -954125.737178
  nChanged 63
		SP:Iteration 40F (59040.100000 sec): 3 clusters
  Score: Raw -957152.460531 + Penalty 3008.039100 = -954144.421431
  nChanged 57
		SP:Iteration 41Q (59040.260000 sec): 3 clusters
  Score: Raw -957167.729110 + Penalty 3008.039100 = -954159.690010
  nChanged 42
		SP:Iteration 42Q (59040.440000 sec): 3 clusters
  Score: Raw -957175.759088 + Penalty 3008.039100 = -954167.719988
  nChanged 33
		SP:Iteration 43Q (59040.590000 sec): 3 clusters
  Score: Raw -957181.668455 + Penalty 3008.039100 = -954173.629355
  nChanged 30
		SP:Iteration 44Q (59040.750000 sec): 3 clusters
  Score: Raw -957186.500870 + Penalty 3008.039100 = -954178.461770
  nChanged 26
		SP:Iteration 45Q (59040.910000 sec): 3 clusters
  Score: Raw -957191.197101 + Penalty 3008.039100 = -954183.158000
  nChanged 26
		SP:Iteration 46Q (59041.050000 sec): 3 clusters
  Score: Raw -957195.364402 + Penalty 3008.039100 = -954187.325301
  nChanged 29
		SP:Iteration 47Q (59041.230000 sec): 3 clusters
  Score: Raw -957200.154332 + Penalty 3008.039100 = -954192.115232
  nChanged 26
		SP:Iteration 48Q (59041.380000 sec): 3 clusters
  Score: Raw -957205.448166 + Penalty 3008.039100 = -954197.409066
  nChanged 22
		SP:Iteration 49Q (59041.540000 sec): 3 clusters
  Score: Raw -957209.043036 + Penalty 3008.039100 = -954201.003936
  nChanged 21
		SP:Iteration 50Q (59041.720000 sec): 3 clusters
  Score: Raw -957211.682042 + Penalty 3008.039100 = -954203.642941
  nChanged 18
		SP:Iteration 51Q (59041.870000 sec): 3 clusters
  Score: Raw -957214.097780 + Penalty 3008.039100 = -954206.058679
  nChanged 13
		SP:Iteration 52Q (59042.040000 sec): 3 clusters
  Score: Raw -957215.992947 + Penalty 3008.039100 = -954207.953847
  nChanged 10
		SP:Iteration 53Q (59042.190000 sec): 3 clusters
  Score: Raw -957217.661781 + Penalty 3008.039100 = -954209.622680
  nChanged 8
		SP:Iteration 54Q (59042.340000 sec): 3 clusters
  Score: Raw -957219.298714 + Penalty 3008.039100 = -954211.259613
  nChanged 11
		SP:Iteration 55Q (59042.510000 sec): 3 clusters
  Score: Raw -957221.144849 + Penalty 3008.039100 = -954213.105749
  nChanged 9
		SP:Iteration 56Q (59042.670000 sec): 3 clusters
  Score: Raw -957222.454273 + Penalty 3008.039100 = -954214.415173
  nChanged 10
		SP:Iteration 57Q (59042.820000 sec): 3 clusters
  Score: Raw -957223.624896 + Penalty 3008.039100 = -954215.585795
  nChanged 3
		SP:Iteration 58Q (59043.000000 sec): 3 clusters
  Score: Raw -957224.339433 + Penalty 3008.039100 = -954216.300333
  nChanged 6
		SP:Iteration 59Q (59043.150000 sec): 3 clusters
  Score: Raw -957225.169802 + Penalty 3008.039100 = -954217.130702
  nChanged 5
		SP:Iteration 60F (59043.310000 sec): 3 clusters
  Score: Raw -957225.597129 + Penalty 3008.039100 = -954217.558029
  nChanged 5
		SP:Iteration 61Q (59043.500000 sec): 3 clusters
  Score: Raw -957226.273012 + Penalty 3008.039100 = -954218.233911
  nChanged 9
		SP:Iteration 62Q (59043.640000 sec): 3 clusters
  Score: Raw -957227.462220 + Penalty 3008.039100 = -954219.423120
  nChanged 10
		SP:Iteration 63Q (59043.800000 sec): 3 clusters
  Score: Raw -957228.586527 + Penalty 3008.039100 = -954220.547426
  nChanged 5
		SP:Iteration 64Q (59043.960000 sec): 3 clusters
  Score: Raw -957229.149057 + Penalty 3008.039100 = -954221.109957
  nChanged 6
		SP:Iteration 65Q (59044.110000 sec): 3 clusters
  Score: Raw -957229.888831 + Penalty 3008.039100 = -954221.849731
  nChanged 5
		SP:Iteration 66Q (59044.290000 sec): 3 clusters
  Score: Raw -957230.791207 + Penalty 3008.039100 = -954222.752107
  nChanged 6
		SP:Iteration 67Q (59044.440000 sec): 3 clusters
  Score: Raw -957231.726630 + Penalty 3008.039100 = -954223.687530
  nChanged 5
		SP:Iteration 68Q (59044.600000 sec): 3 clusters
  Score: Raw -957232.667909 + Penalty 3008.039100 = -954224.628808
  nChanged 4
		SP:Iteration 69Q (59044.780000 sec): 3 clusters
  Score: Raw -957233.377356 + Penalty 3008.039100 = -954225.338256
  nChanged 6
		SP:Iteration 70Q (59044.920000 sec): 3 clusters
  Score: Raw -957234.252617 + Penalty 3008.039100 = -954226.213517
  nChanged 8
		SP:Iteration 71Q (59045.090000 sec): 3 clusters
  Score: Raw -957235.292374 + Penalty 3008.039100 = -954227.253274
  nChanged 12
		SP:Iteration 72Q (59045.240000 sec): 3 clusters
  Score: Raw -957237.236806 + Penalty 3008.039100 = -954229.197706
  nChanged 7
		SP:Iteration 73Q (59045.400000 sec): 3 clusters
  Score: Raw -957238.263287 + Penalty 3008.039100 = -954230.224187
  nChanged 6
		SP:Iteration 74Q (59045.580000 sec): 3 clusters
  Score: Raw -957239.159737 + Penalty 3008.039100 = -954231.120637
  nChanged 5
		SP:Iteration 75Q (59045.730000 sec): 3 clusters
  Score: Raw -957239.713060 + Penalty 3008.039100 = -954231.673960
  nChanged 5
		SP:Iteration 76Q (59045.880000 sec): 3 clusters
  Score: Raw -957240.135056 + Penalty 3008.039100 = -954232.095956
  nChanged 4
		SP:Iteration 77Q (59046.060000 sec): 3 clusters
  Score: Raw -957240.523916 + Penalty 3008.039100 = -954232.484816
  nChanged 2
		SP:Iteration 78Q (59046.210000 sec): 3 clusters
  Score: Raw -957240.769797 + Penalty 3008.039100 = -954232.730697
  nChanged 3
		SP:Iteration 79Q (59046.370000 sec): 3 clusters
  Score: Raw -957241.031271 + Penalty 3008.039100 = -954232.992171
  nChanged 6
		SP:Iteration 80F (59046.540000 sec): 3 clusters
  Score: Raw -957241.505588 + Penalty 3008.039100 = -954233.466487
  nChanged 1
		SP:Iteration 81Q (59046.680000 sec): 3 clusters
  Score: Raw -957241.586165 + Penalty 3008.039100 = -954233.547064
  nChanged 1
		SP:Iteration 82Q (59046.860000 sec): 3 clusters
  Score: Raw -957241.639647 + Penalty 3008.039100 = -954233.600547
  nChanged 3
		SP:Iteration 83Q (59047.010000 sec): 3 clusters
  Score: Raw -957242.157003 + Penalty 3008.039100 = -954234.117903
  nChanged 5
		SP:Iteration 84Q (59047.160000 sec): 3 clusters
  Score: Raw -957242.786933 + Penalty 3008.039100 = -954234.747833
  nChanged 4
		SP:Iteration 85Q (59047.340000 sec): 3 clusters
  Score: Raw -957243.258358 + Penalty 3008.039100 = -954235.219258
  nChanged 7
		SP:Iteration 86Q (59047.490000 sec): 3 clusters
  Score: Raw -957244.174691 + Penalty 3008.039100 = -954236.135590
  nChanged 11
		SP:Iteration 87Q (59047.650000 sec): 3 clusters
  Score: Raw -957245.432792 + Penalty 3008.039100 = -954237.393691
  nChanged 8
		SP:Iteration 88Q (59047.830000 sec): 3 clusters
  Score: Raw -957246.471227 + Penalty 3008.039100 = -954238.432127
  nChanged 12
		SP:Iteration 89Q (59047.970000 sec): 3 clusters
  Score: Raw -957248.344795 + Penalty 3008.039100 = -954240.305695
  nChanged 15
		SP:Iteration 90Q (59048.140000 sec): 3 clusters
  Score: Raw -957251.081370 + Penalty 3008.039100 = -954243.042269
  nChanged 12
		SP:Iteration 91Q (59048.290000 sec): 3 clusters
  Score: Raw -957252.838913 + Penalty 3008.039100 = -954244.799813
  nChanged 10
		SP:Iteration 92Q (59048.440000 sec): 3 clusters
  Score: Raw -957254.355519 + Penalty 3008.039100 = -954246.316419
  nChanged 10
		SP:Iteration 93Q (59048.620000 sec): 3 clusters
  Score: Raw -957255.645346 + Penalty 3008.039100 = -954247.606245
  nChanged 10
		SP:Iteration 94Q (59048.770000 sec): 3 clusters
  Score: Raw -957257.487232 + Penalty 3008.039100 = -954249.448132
  nChanged 17
		SP:Iteration 95Q (59048.930000 sec): 3 clusters
  Score: Raw -957259.970570 + Penalty 3008.039100 = -954251.931470
  nChanged 14
		SP:Iteration 96Q (59049.110000 sec): 3 clusters
  Score: Raw -957262.643754 + Penalty 3008.039100 = -954254.604654
  nChanged 16
		SP:Iteration 97Q (59049.260000 sec): 3 clusters
  Score: Raw -957264.358187 + Penalty 3008.039100 = -954256.319087
  nChanged 9
		SP:Iteration 98Q (59049.420000 sec): 3 clusters
  Score: Raw -957265.629698 + Penalty 3008.039100 = -954257.590597
  nChanged 12
		SP:Iteration 99Q (59049.580000 sec): 3 clusters
  Score: Raw -957267.634523 + Penalty 3008.039100 = -954259.595423
  nChanged 9
		SP:Iteration 100F (59049.720000 sec): 3 clusters
  Score: Raw -957269.013529 + Penalty 3008.039100 = -954260.974429
  nChanged 7
		SP:Iteration 101Q (59049.890000 sec): 3 clusters
  Score: Raw -957270.168348 + Penalty 3008.039100 = -954262.129248
  nChanged 12
		SP:Iteration 102Q (59050.050000 sec): 3 clusters
  Score: Raw -957272.079754 + Penalty 3008.039100 = -954264.040654
  nChanged 8
		SP:Iteration 103Q (59050.190000 sec): 3 clusters
  Score: Raw -957273.442978 + Penalty 3008.039100 = -954265.403878
  nChanged 12
		SP:Iteration 104Q (59050.370000 sec): 3 clusters
  Score: Raw -957275.145739 + Penalty 3008.039100 = -954267.106639
  nChanged 11
		SP:Iteration 105Q (59050.520000 sec): 3 clusters
  Score: Raw -957276.360521 + Penalty 3008.039100 = -954268.321421
  nChanged 9
		SP:Iteration 106Q (59050.670000 sec): 3 clusters
  Score: Raw -957277.825995 + Penalty 3008.039100 = -954269.786895
  nChanged 15
		SP:Iteration 107Q (59050.850000 sec): 3 clusters
  Score: Raw -957280.783737 + Penalty 3008.039100 = -954272.744636
  nChanged 17
		SP:Iteration 108Q (59051.000000 sec): 3 clusters
  Score: Raw -957284.646764 + Penalty 3008.039100 = -954276.607664
  nChanged 19
		SP:Iteration 109Q (59051.160000 sec): 3 clusters
  Score: Raw -957287.803014 + Penalty 3008.039100 = -954279.763914
  nChanged 14
		SP:Iteration 110Q (59051.340000 sec): 3 clusters
  Score: Raw -957290.130900 + Penalty 3008.039100 = -954282.091800
  nChanged 16
		SP:Iteration 111Q (59051.480000 sec): 3 clusters
  Score: Raw -957292.623619 + Penalty 3008.039100 = -954284.584519
  nChanged 14
		SP:Iteration 112Q (59051.640000 sec): 3 clusters
  Score: Raw -957294.415232 + Penalty 3008.039100 = -954286.376132
  nChanged 14
		SP:Iteration 113Q (59051.820000 sec): 3 clusters
  Score: Raw -957296.967314 + Penalty 3008.039100 = -954288.928213
  nChanged 10
		SP:Iteration 114Q (59051.960000 sec): 3 clusters
  Score: Raw -957298.467105 + Penalty 3008.039100 = -954290.428005
  nChanged 11
		SP:Iteration 115Q (59052.120000 sec): 3 clusters
  Score: Raw -957300.349397 + Penalty 3008.039100 = -954292.310297
  nChanged 11
		SP:Iteration 116Q (59052.280000 sec): 3 clusters
  Score: Raw -957301.897643 + Penalty 3008.039100 = -954293.858543
  nChanged 12
		SP:Iteration 117Q (59052.420000 sec): 3 clusters
  Score: Raw -957304.008904 + Penalty 3008.039100 = -954295.969804
  nChanged 13
		SP:Iteration 118Q (59052.600000 sec): 3 clusters
  Score: Raw -957306.187065 + Penalty 3008.039100 = -954298.147964
  nChanged 14
		SP:Iteration 119Q (59052.750000 sec): 3 clusters
  Score: Raw -957308.806640 + Penalty 3008.039100 = -954300.767540
  nChanged 16
		SP:Iteration 120F (59052.900000 sec): 3 clusters
  Score: Raw -957311.524228 + Penalty 3008.039100 = -954303.485127
  nChanged 14
		SP:Iteration 121Q (59053.070000 sec): 3 clusters
  Score: Raw -957314.431614 + Penalty 3008.039100 = -954306.392513
  nChanged 16
		SP:Iteration 122Q (59053.220000 sec): 3 clusters
  Score: Raw -957317.694478 + Penalty 3008.039100 = -954309.655378
  nChanged 14
		SP:Iteration 123Q (59053.380000 sec): 3 clusters
  Score: Raw -957320.524860 + Penalty 3008.039100 = -954312.485760
  nChanged 12
		SP:Iteration 124Q (59053.560000 sec): 3 clusters
  Score: Raw -957322.818606 + Penalty 3008.039100 = -954314.779506
  nChanged 13
		SP:Iteration 125Q (59053.700000 sec): 3 clusters
  Score: Raw -957325.962112 + Penalty 3008.039100 = -954317.923012
  nChanged 18
		SP:Iteration 126Q (59053.860000 sec): 3 clusters
  Score: Raw -957328.741298 + Penalty 3008.039100 = -954320.702198
  nChanged 8
		SP:Iteration 127Q (59054.040000 sec): 3 clusters
  Score: Raw -957329.686459 + Penalty 3008.039100 = -954321.647359
  nChanged 7
		SP:Iteration 128Q (59054.180000 sec): 3 clusters
  Score: Raw -957331.187624 + Penalty 3008.039100 = -954323.148523
  nChanged 9
		SP:Iteration 129Q (59054.340000 sec): 3 clusters
  Score: Raw -957332.292748 + Penalty 3008.039100 = -954324.253648
  nChanged 7
		SP:Iteration 130Q (59054.510000 sec): 3 clusters
  Score: Raw -957333.785307 + Penalty 3008.039100 = -954325.746206
  nChanged 9
		SP:Iteration 131Q (59054.660000 sec): 3 clusters
  Score: Raw -957335.370616 + Penalty 3008.039100 = -954327.331516
  nChanged 12
		SP:Iteration 132Q (59054.820000 sec): 3 clusters
  Score: Raw -957337.495466 + Penalty 3008.039100 = -954329.456366
  nChanged 10
		SP:Iteration 133Q (59054.980000 sec): 3 clusters
  Score: Raw -957339.262576 + Penalty 3008.039100 = -954331.223475
  nChanged 17
		SP:Iteration 134Q (59055.120000 sec): 3 clusters
  Score: Raw -957342.496341 + Penalty 3008.039100 = -954334.457240
  nChanged 16
		SP:Iteration 135Q (59055.290000 sec): 3 clusters
  Score: Raw -957345.314632 + Penalty 3008.039100 = -954337.275532
  nChanged 17
		SP:Iteration 136Q (59055.440000 sec): 3 clusters
  Score: Raw -957348.035452 + Penalty 3008.039100 = -954339.996351
  nChanged 13
		SP:Iteration 137Q (59055.590000 sec): 3 clusters
  Score: Raw -957349.949807 + Penalty 3008.039100 = -954341.910707
  nChanged 12
		SP:Iteration 138Q (59055.760000 sec): 3 clusters
  Score: Raw -957351.177568 + Penalty 3008.039100 = -954343.138468
  nChanged 6
		SP:Iteration 139Q (59055.920000 sec): 3 clusters
  Score: Raw -957352.000111 + Penalty 3008.039100 = -954343.961011
  nChanged 9
		SP:Iteration 140F (59056.060000 sec): 3 clusters
  Score: Raw -957353.217502 + Penalty 3008.039100 = -954345.178402
  nChanged 8
		SP:Iteration 141Q (59056.240000 sec): 3 clusters
  Score: Raw -957354.623440 + Penalty 3008.039100 = -954346.584340
  nChanged 9
		SP:Iteration 142Q (59056.390000 sec): 3 clusters
  Score: Raw -957356.580063 + Penalty 3008.039100 = -954348.540963
  nChanged 12
		SP:Iteration 143Q (59056.540000 sec): 3 clusters
  Score: Raw -957359.491145 + Penalty 3008.039100 = -954351.452045
  nChanged 13
		SP:Iteration 144Q (59056.720000 sec): 3 clusters
  Score: Raw -957362.186840 + Penalty 3008.039100 = -954354.147740
  nChanged 15
		SP:Iteration 145Q (59056.870000 sec): 3 clusters
  Score: Raw -957365.307857 + Penalty 3008.039100 = -954357.268757
  nChanged 14
		SP:Iteration 146Q (59057.030000 sec): 3 clusters
  Score: Raw -957367.389338 + Penalty 3008.039100 = -954359.350238
  nChanged 12
		SP:Iteration 147Q (59057.210000 sec): 3 clusters
  Score: Raw -957369.387945 + Penalty 3008.039100 = -954361.348844
  nChanged 7
		SP:Iteration 148Q (59057.350000 sec): 3 clusters
  Score: Raw -957370.509011 + Penalty 3008.039100 = -954362.469911
  nChanged 11
		SP:Iteration 149Q (59057.510000 sec): 3 clusters
  Score: Raw -957371.914760 + Penalty 3008.039100 = -954363.875660
  nChanged 5
		SP:Iteration 150Q (59057.690000 sec): 3 clusters
  Score: Raw -957372.447072 + Penalty 3008.039100 = -954364.407972
  nChanged 6
		SP:Iteration 151Q (59057.830000 sec): 3 clusters
  Score: Raw -957373.391773 + Penalty 3008.039100 = -954365.352673
  nChanged 5
		SP:Iteration 152Q (59057.990000 sec): 3 clusters
  Score: Raw -957374.372467 + Penalty 3008.039100 = -954366.333366
  nChanged 5
		SP:Iteration 153Q (59058.150000 sec): 3 clusters
  Score: Raw -957375.139423 + Penalty 3008.039100 = -954367.100323
  nChanged 6
		SP:Iteration 154Q (59058.290000 sec): 3 clusters
  Score: Raw -957375.912624 + Penalty 3008.039100 = -954367.873524
  nChanged 4
		SP:Iteration 155Q (59058.460000 sec): 3 clusters
  Score: Raw -957376.469018 + Penalty 3008.039100 = -954368.429917
  nChanged 5
		SP:Iteration 156Q (59058.610000 sec): 3 clusters
  Score: Raw -957377.090609 + Penalty 3008.039100 = -954369.051509
  nChanged 4
		SP:Iteration 157Q (59058.760000 sec): 3 clusters
  Score: Raw -957377.729899 + Penalty 3008.039100 = -954369.690799
  nChanged 7
		SP:Iteration 158Q (59058.930000 sec): 3 clusters
  Score: Raw -957378.649350 + Penalty 3008.039100 = -954370.610249
  nChanged 3
		SP:Iteration 159Q (59059.080000 sec): 3 clusters
  Score: Raw -957379.107212 + Penalty 3008.039100 = -954371.068111
  nChanged 1
		SP:Iteration 160F (59059.230000 sec): 3 clusters
  Score: Raw -957379.284036 + Penalty 3008.039100 = -954371.244936
  nChanged 2
		SP:Iteration 161Q (59059.410000 sec): 3 clusters
  Score: Raw -957379.538277 + Penalty 3008.039100 = -954371.499177
  nChanged 4
		SP:Iteration 162Q (59059.550000 sec): 3 clusters
  Score: Raw -957380.165064 + Penalty 3008.039100 = -954372.125963
  nChanged 4
		SP:Iteration 163Q (59059.710000 sec): 3 clusters
  Score: Raw -957380.675920 + Penalty 3008.039100 = -954372.636820
  nChanged 2
		SP:Iteration 164Q (59059.880000 sec): 3 clusters
  Score: Raw -957381.083399 + Penalty 3008.039100 = -954373.044299
  nChanged 2
		SP:Iteration 165Q (59060.030000 sec): 3 clusters
  Score: Raw -957381.398435 + Penalty 3008.039100 = -954373.359335
  nChanged 3
		SP:Iteration 166Q (59060.190000 sec): 3 clusters
  Score: Raw -957381.768099 + Penalty 3008.039100 = -954373.728998
  nChanged 2
		SP:Iteration 167Q (59060.370000 sec): 3 clusters
  Score: Raw -957382.075620 + Penalty 3008.039100 = -954374.036520
  nChanged 6
		SP:Iteration 168Q (59060.510000 sec): 3 clusters
  Score: Raw -957383.045554 + Penalty 3008.039100 = -954375.006454
  nChanged 4
		SP:Iteration 169Q (59060.670000 sec): 3 clusters
  Score: Raw -957383.424710 + Penalty 3008.039100 = -954375.385610
  nChanged 1
		SP:Iteration 170Q (59060.850000 sec): 3 clusters
  Score: Raw -957383.560644 + Penalty 3008.039100 = -954375.521544
  nChanged 1
		SP:Iteration 171Q (59060.990000 sec): 3 clusters
  Score: Raw -957383.736350 + Penalty 3008.039100 = -954375.697250
  nChanged 1
		SP:Iteration 172Q (59061.150000 sec): 3 clusters
  Score: Raw -957383.835322 + Penalty 3008.039100 = -954375.796221
  nChanged 2
		SP:Iteration 173Q (59061.330000 sec): 3 clusters
  Score: Raw -957383.990192 + Penalty 3008.039100 = -954375.951092
  nChanged 0
		SP:Iteration 174F (59061.480000 sec): 3 clusters
  Score: Raw -957383.990192 + Penalty 3008.039100 = -954375.951092
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59061.570000 sec): 2 clusters
  Score: Raw -509350.540473 + Penalty 1393.757689 = -507956.782784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59061.680000 sec): 3 clusters
  Score: Raw -506586.863727 + Penalty 2787.515379 = -503799.348349
  nChanged 2193
		SP:Iteration 1F (59061.770000 sec): 3 clusters
  Score: Raw -508006.221520 + Penalty 2787.515379 = -505218.706141
  nChanged 483
		SP:Iteration 2F (59061.880000 sec): 3 clusters
  Score: Raw -508317.652731 + Penalty 2787.515379 = -505530.137352
  nChanged 330
		SP:Iteration 3F (59061.970000 sec): 3 clusters
  Score: Raw -508539.135174 + Penalty 2787.515379 = -505751.619795
  nChanged 291
		SP:Iteration 4F (59062.070000 sec): 3 clusters
  Score: Raw -508733.722568 + Penalty 2787.515379 = -505946.207190
  nChanged 240
		SP:Iteration 5Q (59062.160000 sec): 3 clusters
  Score: Raw -508873.281913 + Penalty 2787.515379 = -506085.766534
  nChanged 190
		SP:Iteration 6Q (59062.260000 sec): 3 clusters
  Score: Raw -508973.915895 + Penalty 2787.515379 = -506186.400517
  nChanged 153
		SP:Iteration 7Q (59062.360000 sec): 3 clusters
  Score: Raw -509056.085519 + Penalty 2787.515379 = -506268.570141
  nChanged 124
		SP:Iteration 8Q (59062.460000 sec): 3 clusters
  Score: Raw -509123.848840 + Penalty 2787.515379 = -506336.333461
  nChanged 93
		SP:Iteration 9Q (59062.550000 sec): 3 clusters
  Score: Raw -509172.919119 + Penalty 2787.515379 = -506385.403741
  nChanged 89
		SP:Iteration 10Q (59062.650000 sec): 3 clusters
  Score: Raw -509218.131347 + Penalty 2787.515379 = -506430.615969
  nChanged 74
		SP:Iteration 11Q (59062.750000 sec): 3 clusters
  Score: Raw -509264.789457 + Penalty 2787.515379 = -506477.274078
  nChanged 74
		SP:Iteration 12Q (59062.850000 sec): 3 clusters
  Score: Raw -509306.796325 + Penalty 2787.515379 = -506519.280947
  nChanged 80
		SP:Iteration 13Q (59062.950000 sec): 3 clusters
  Score: Raw -509365.953745 + Penalty 2787.515379 = -506578.438366
  nChanged 83
		SP:Iteration 14Q (59063.040000 sec): 3 clusters
  Score: Raw -509416.050944 + Penalty 2787.515379 = -506628.535565
  nChanged 76
		SP:Iteration 15Q (59063.140000 sec): 3 clusters
  Score: Raw -509461.320432 + Penalty 2787.515379 = -506673.805054
  nChanged 67
		SP:Iteration 16Q (59063.240000 sec): 3 clusters
  Score: Raw -509500.131041 + Penalty 2787.515379 = -506712.615662
  nChanged 49
		SP:Iteration 17Q (59063.330000 sec): 3 clusters
  Score: Raw -509534.031509 + Penalty 2787.515379 = -506746.516130
  nChanged 57
		SP:Iteration 18Q (59063.430000 sec): 3 clusters
  Score: Raw -509569.029741 + Penalty 2787.515379 = -506781.514362
  nChanged 56
		SP:Iteration 19Q (59063.530000 sec): 3 clusters
  Score: Raw -509602.225701 + Penalty 2787.515379 = -506814.710322
  nChanged 46
		SP:Iteration 20F (59063.620000 sec): 3 clusters
  Score: Raw -509621.167205 + Penalty 2787.515379 = -506833.651826
  nChanged 47
		SP:Iteration 21Q (59063.710000 sec): 3 clusters
  Score: Raw -509642.495934 + Penalty 2787.515379 = -506854.980556
  nChanged 27
		SP:Iteration 22Q (59063.810000 sec): 3 clusters
  Score: Raw -509656.001437 + Penalty 2787.515379 = -506868.486058
  nChanged 26
		SP:Iteration 23Q (59063.910000 sec): 3 clusters
  Score: Raw -509667.167580 + Penalty 2787.515379 = -506879.652202
  nChanged 26
		SP:Iteration 24Q (59064.000000 sec): 3 clusters
  Score: Raw -509677.791812 + Penalty 2787.515379 = -506890.276433
  nChanged 29
		SP:Iteration 25Q (59064.090000 sec): 3 clusters
  Score: Raw -509688.776267 + Penalty 2787.515379 = -506901.260888
  nChanged 34
		SP:Iteration 26Q (59064.190000 sec): 3 clusters
  Score: Raw -509699.039604 + Penalty 2787.515379 = -506911.524226
  nChanged 10
		SP:Iteration 27Q (59064.280000 sec): 3 clusters
  Score: Raw -509702.118839 + Penalty 2787.515379 = -506914.603460
  nChanged 7
		SP:Iteration 28Q (59064.370000 sec): 3 clusters
  Score: Raw -509705.092995 + Penalty 2787.515379 = -506917.577616
  nChanged 3
		SP:Iteration 29Q (59064.470000 sec): 3 clusters
  Score: Raw -509705.679129 + Penalty 2787.515379 = -506918.163750
  nChanged 2
		SP:Iteration 30Q (59064.560000 sec): 3 clusters
  Score: Raw -509706.049313 + Penalty 2787.515379 = -506918.533934
  nChanged 2
		SP:Iteration 31Q (59064.660000 sec): 3 clusters
  Score: Raw -509706.483945 + Penalty 2787.515379 = -506918.968567
  nChanged 4
		SP:Iteration 32Q (59064.750000 sec): 3 clusters
  Score: Raw -509707.314509 + Penalty 2787.515379 = -506919.799130
  nChanged 8
		SP:Iteration 33Q (59064.850000 sec): 3 clusters
  Score: Raw -509708.992623 + Penalty 2787.515379 = -506921.477245
  nChanged 2
		SP:Iteration 34Q (59064.940000 sec): 3 clusters
  Score: Raw -509709.618777 + Penalty 2787.515379 = -506922.103398
  nChanged 3
		SP:Iteration 35Q (59065.040000 sec): 3 clusters
  Score: Raw -509710.618741 + Penalty 2787.515379 = -506923.103363
  nChanged 3
		SP:Iteration 36Q (59065.130000 sec): 3 clusters
  Score: Raw -509711.231950 + Penalty 2787.515379 = -506923.716572
  nChanged 3
		SP:Iteration 37Q (59065.220000 sec): 3 clusters
  Score: Raw -509711.719136 + Penalty 2787.515379 = -506924.203757
  nChanged 1
		SP:Iteration 38Q (59065.320000 sec): 3 clusters
  Score: Raw -509712.099411 + Penalty 2787.515379 = -506924.584032
  nChanged 4
		SP:Iteration 39Q (59065.410000 sec): 3 clusters
  Score: Raw -509713.359589 + Penalty 2787.515379 = -506925.844211
  nChanged 2
		SP:Iteration 40F (59065.500000 sec): 3 clusters
  Score: Raw -509713.764590 + Penalty 2787.515379 = -506926.249212
  nChanged 1
		SP:Iteration 41Q (59065.600000 sec): 3 clusters
  Score: Raw -509713.871794 + Penalty 2787.515379 = -506926.356416
  nChanged 1
		SP:Iteration 42Q (59065.700000 sec): 3 clusters
  Score: Raw -509714.081747 + Penalty 2787.515379 = -506926.566369
  nChanged 0
		SP:Iteration 43F (59065.790000 sec): 3 clusters
  Score: Raw -509714.081747 + Penalty 2787.515379 = -506926.566369
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59065.850000 sec): 2 clusters
  Score: Raw -112806.420879 + Penalty 1149.956245 = -111656.464634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59065.880000 sec): 3 clusters
  Score: Raw -112380.413032 + Penalty 2299.912490 = -110080.500542
  nChanged 354
		SP:Iteration 1F (59065.900000 sec): 3 clusters
  Score: Raw -112680.471240 + Penalty 2299.912490 = -110380.558750
  nChanged 92
		SP:Iteration 2F (59065.920000 sec): 3 clusters
  Score: Raw -112749.383179 + Penalty 2299.912490 = -110449.470689
  nChanged 49
		SP:Iteration 3Q (59065.940000 sec): 3 clusters
  Score: Raw -112799.584926 + Penalty 2299.912490 = -110499.672436
  nChanged 44
		SP:Iteration 4Q (59065.970000 sec): 3 clusters
  Score: Raw -112837.496716 + Penalty 2299.912490 = -110537.584226
  nChanged 26
		SP:Iteration 5Q (59065.990000 sec): 3 clusters
  Score: Raw -112858.228762 + Penalty 2299.912490 = -110558.316272
  nChanged 23
		SP:Iteration 6Q (59066.020000 sec): 3 clusters
  Score: Raw -112881.007292 + Penalty 2299.912490 = -110581.094802
  nChanged 16
		SP:Iteration 7Q (59066.040000 sec): 3 clusters
  Score: Raw -112896.387334 + Penalty 2299.912490 = -110596.474844
  nChanged 12
		SP:Iteration 8Q (59066.060000 sec): 3 clusters
  Score: Raw -112905.631336 + Penalty 2299.912490 = -110605.718846
  nChanged 16
		SP:Iteration 9Q (59066.090000 sec): 3 clusters
  Score: Raw -112918.796523 + Penalty 2299.912490 = -110618.884033
  nChanged 16
		SP:Iteration 10Q (59066.110000 sec): 3 clusters
  Score: Raw -112930.376992 + Penalty 2299.912490 = -110630.464502
  nChanged 13
		SP:Iteration 11Q (59066.140000 sec): 3 clusters
  Score: Raw -112942.807688 + Penalty 2299.912490 = -110642.895198
  nChanged 10
		SP:Iteration 12Q (59066.160000 sec): 3 clusters
  Score: Raw -112951.519353 + Penalty 2299.912490 = -110651.606863
  nChanged 4
		SP:Iteration 13Q (59066.180000 sec): 3 clusters
  Score: Raw -112952.909292 + Penalty 2299.912490 = -110652.996802
  nChanged 1
		SP:Iteration 14Q (59066.210000 sec): 3 clusters
  Score: Raw -112953.240031 + Penalty 2299.912490 = -110653.327541
  nChanged 0
		SP:Iteration 15F (59066.230000 sec): 3 clusters
  Score: Raw -112953.240031 + Penalty 2299.912490 = -110653.327541
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59066.300000 sec): 2 clusters
  Score: Raw -254518.539248 + Penalty 1261.698101 = -253256.841147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59066.350000 sec): 3 clusters
  Score: Raw -253468.492027 + Penalty 2523.396202 = -250945.095825
  nChanged 853
		SP:Iteration 1F (59066.400000 sec): 3 clusters
  Score: Raw -253987.759736 + Penalty 2523.396202 = -251464.363534
  nChanged 179
		SP:Iteration 2F (59066.440000 sec): 3 clusters
  Score: Raw -254111.692484 + Penalty 2523.396202 = -251588.296282
  nChanged 123
		SP:Iteration 3F (59066.490000 sec): 3 clusters
  Score: Raw -254198.439326 + Penalty 2523.396202 = -251675.043124
  nChanged 109
		SP:Iteration 4Q (59066.540000 sec): 3 clusters
  Score: Raw -254273.750283 + Penalty 2523.396202 = -251750.354081
  nChanged 100
		SP:Iteration 5Q (59066.580000 sec): 3 clusters
  Score: Raw -254347.344134 + Penalty 2523.396202 = -251823.947932
  nChanged 98
		SP:Iteration 6Q (59066.630000 sec): 3 clusters
  Score: Raw -254429.746940 + Penalty 2523.396202 = -251906.350738
  nChanged 86
		SP:Iteration 7Q (59066.680000 sec): 3 clusters
  Score: Raw -254501.025891 + Penalty 2523.396202 = -251977.629689
  nChanged 101
		SP:Iteration 8Q (59066.730000 sec): 3 clusters
  Score: Raw -254593.850128 + Penalty 2523.396202 = -252070.453926
  nChanged 91
		SP:Iteration 9Q (59066.780000 sec): 3 clusters
  Score: Raw -254671.408238 + Penalty 2523.396202 = -252148.012036
  nChanged 69
		SP:Iteration 10Q (59066.820000 sec): 3 clusters
  Score: Raw -254723.824600 + Penalty 2523.396202 = -252200.428398
  nChanged 38
		SP:Iteration 11Q (59066.870000 sec): 3 clusters
  Score: Raw -254749.390012 + Penalty 2523.396202 = -252225.993810
  nChanged 25
		SP:Iteration 12Q (59066.920000 sec): 3 clusters
  Score: Raw -254765.356539 + Penalty 2523.396202 = -252241.960337
  nChanged 20
		SP:Iteration 13Q (59066.960000 sec): 3 clusters
  Score: Raw -254776.415272 + Penalty 2523.396202 = -252253.019070
  nChanged 17
		SP:Iteration 14Q (59067.010000 sec): 3 clusters
  Score: Raw -254786.191629 + Penalty 2523.396202 = -252262.795427
  nChanged 19
		SP:Iteration 15Q (59067.060000 sec): 3 clusters
  Score: Raw -254797.547806 + Penalty 2523.396202 = -252274.151603
  nChanged 16
		SP:Iteration 16Q (59067.110000 sec): 3 clusters
  Score: Raw -254805.958636 + Penalty 2523.396202 = -252282.562434
  nChanged 9
		SP:Iteration 17Q (59067.160000 sec): 3 clusters
  Score: Raw -254811.568575 + Penalty 2523.396202 = -252288.172373
  nChanged 12
		SP:Iteration 18Q (59067.200000 sec): 3 clusters
  Score: Raw -254817.886544 + Penalty 2523.396202 = -252294.490342
  nChanged 8
		SP:Iteration 19Q (59067.250000 sec): 3 clusters
  Score: Raw -254823.541284 + Penalty 2523.396202 = -252300.145082
  nChanged 6
		SP:Iteration 20F (59067.300000 sec): 3 clusters
  Score: Raw -254827.170875 + Penalty 2523.396202 = -252303.774673
  nChanged 5
		SP:Iteration 21Q (59067.340000 sec): 3 clusters
  Score: Raw -254831.019223 + Penalty 2523.396202 = -252307.623021
  nChanged 6
		SP:Iteration 22Q (59067.390000 sec): 3 clusters
  Score: Raw -254835.109833 + Penalty 2523.396202 = -252311.713631
  nChanged 9
		SP:Iteration 23Q (59067.440000 sec): 3 clusters
  Score: Raw -254843.127496 + Penalty 2523.396202 = -252319.731294
  nChanged 6
		SP:Iteration 24Q (59067.480000 sec): 3 clusters
  Score: Raw -254846.896549 + Penalty 2523.396202 = -252323.500347
  nChanged 6
		SP:Iteration 25Q (59067.530000 sec): 3 clusters
  Score: Raw -254852.492645 + Penalty 2523.396202 = -252329.096443
  nChanged 3
		SP:Iteration 26Q (59067.580000 sec): 3 clusters
  Score: Raw -254853.533670 + Penalty 2523.396202 = -252330.137468
  nChanged 2
		SP:Iteration 27Q (59067.630000 sec): 3 clusters
  Score: Raw -254854.299130 + Penalty 2523.396202 = -252330.902928
  nChanged 2
		SP:Iteration 28Q (59067.680000 sec): 3 clusters
  Score: Raw -254855.179242 + Penalty 2523.396202 = -252331.783040
  nChanged 2
		SP:Iteration 29Q (59067.720000 sec): 3 clusters
  Score: Raw -254856.863337 + Penalty 2523.396202 = -252333.467135
  nChanged 1
		SP:Iteration 30Q (59067.770000 sec): 3 clusters
  Score: Raw -254857.549523 + Penalty 2523.396202 = -252334.153321
  nChanged 2
		SP:Iteration 31Q (59067.820000 sec): 3 clusters
  Score: Raw -254859.817601 + Penalty 2523.396202 = -252336.421399
  nChanged 4
		SP:Iteration 32Q (59067.860000 sec): 3 clusters
  Score: Raw -254861.949388 + Penalty 2523.396202 = -252338.553186
  nChanged 4
		SP:Iteration 33Q (59067.910000 sec): 3 clusters
  Score: Raw -254864.634245 + Penalty 2523.396202 = -252341.238043
  nChanged 6
		SP:Iteration 34Q (59067.960000 sec): 3 clusters
  Score: Raw -254869.551406 + Penalty 2523.396202 = -252346.155204
  nChanged 2
		SP:Iteration 35Q (59068.000000 sec): 3 clusters
  Score: Raw -254871.153910 + Penalty 2523.396202 = -252347.757708
  nChanged 0
		SP:Iteration 36F (59068.050000 sec): 3 clusters
  Score: Raw -254871.153910 + Penalty 2523.396202 = -252347.757708
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59068.120000 sec): 2 clusters
  Score: Raw -252534.521098 + Penalty 1283.008351 = -251251.512747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59068.170000 sec): 3 clusters
  Score: Raw -251315.174287 + Penalty 2566.016702 = -248749.157584
  nChanged 989
		SP:Iteration 1F (59068.230000 sec): 3 clusters
  Score: Raw -251866.133939 + Penalty 2566.016702 = -249300.117236
  nChanged 221
		SP:Iteration 2F (59068.280000 sec): 3 clusters
  Score: Raw -252008.451135 + Penalty 2566.016702 = -249442.434433
  nChanged 145
		SP:Iteration 3F (59068.340000 sec): 3 clusters
  Score: Raw -252092.624342 + Penalty 2566.016702 = -249526.607640
  nChanged 92
		SP:Iteration 4Q (59068.390000 sec): 3 clusters
  Score: Raw -252144.849252 + Penalty 2566.016702 = -249578.832550
  nChanged 78
		SP:Iteration 5Q (59068.440000 sec): 3 clusters
  Score: Raw -252186.882400 + Penalty 2566.016702 = -249620.865698
  nChanged 69
		SP:Iteration 6Q (59068.490000 sec): 3 clusters
  Score: Raw -252229.277990 + Penalty 2566.016702 = -249663.261287
  nChanged 61
		SP:Iteration 7Q (59068.540000 sec): 3 clusters
  Score: Raw -252263.341602 + Penalty 2566.016702 = -249697.324899
  nChanged 45
		SP:Iteration 8Q (59068.600000 sec): 3 clusters
  Score: Raw -252290.286441 + Penalty 2566.016702 = -249724.269739
  nChanged 56
		SP:Iteration 9Q (59068.650000 sec): 3 clusters
  Score: Raw -252317.667907 + Penalty 2566.016702 = -249751.651205
  nChanged 40
		SP:Iteration 10Q (59068.700000 sec): 3 clusters
  Score: Raw -252338.676727 + Penalty 2566.016702 = -249772.660025
  nChanged 35
		SP:Iteration 11Q (59068.760000 sec): 3 clusters
  Score: Raw -252362.727804 + Penalty 2566.016702 = -249796.711102
  nChanged 46
		SP:Iteration 12Q (59068.810000 sec): 3 clusters
  Score: Raw -252389.276068 + Penalty 2566.016702 = -249823.259366
  nChanged 50
		SP:Iteration 13Q (59068.860000 sec): 3 clusters
  Score: Raw -252425.085801 + Penalty 2566.016702 = -249859.069099
  nChanged 39
		SP:Iteration 14Q (59068.910000 sec): 3 clusters
  Score: Raw -252449.403368 + Penalty 2566.016702 = -249883.386666
  nChanged 33
		SP:Iteration 15Q (59068.960000 sec): 3 clusters
  Score: Raw -252471.408433 + Penalty 2566.016702 = -249905.391731
  nChanged 39
		SP:Iteration 16Q (59069.020000 sec): 3 clusters
  Score: Raw -252497.304900 + Penalty 2566.016702 = -249931.288198
  nChanged 44
		SP:Iteration 17Q (59069.070000 sec): 3 clusters
  Score: Raw -252532.252432 + Penalty 2566.016702 = -249966.235730
  nChanged 40
		SP:Iteration 18Q (59069.130000 sec): 3 clusters
  Score: Raw -252566.021692 + Penalty 2566.016702 = -250000.004990
  nChanged 44
		SP:Iteration 19Q (59069.170000 sec): 3 clusters
  Score: Raw -252600.147553 + Penalty 2566.016702 = -250034.130851
  nChanged 44
		SP:Iteration 20F (59069.230000 sec): 3 clusters
  Score: Raw -252626.686899 + Penalty 2566.016702 = -250060.670196
  nChanged 45
		SP:Iteration 21Q (59069.280000 sec): 3 clusters
  Score: Raw -252652.615403 + Penalty 2566.016702 = -250086.598701
  nChanged 28
		SP:Iteration 22Q (59069.330000 sec): 3 clusters
  Score: Raw -252667.660026 + Penalty 2566.016702 = -250101.643324
  nChanged 24
		SP:Iteration 23Q (59069.380000 sec): 3 clusters
  Score: Raw -252682.279569 + Penalty 2566.016702 = -250116.262867
  nChanged 22
		SP:Iteration 24Q (59069.430000 sec): 3 clusters
  Score: Raw -252693.377771 + Penalty 2566.016702 = -250127.361068
  nChanged 21
		SP:Iteration 25Q (59069.480000 sec): 3 clusters
  Score: Raw -252706.452126 + Penalty 2566.016702 = -250140.435424
  nChanged 20
		SP:Iteration 26Q (59069.530000 sec): 3 clusters
  Score: Raw -252716.319680 + Penalty 2566.016702 = -250150.302978
  nChanged 18
		SP:Iteration 27Q (59069.590000 sec): 3 clusters
  Score: Raw -252729.350394 + Penalty 2566.016702 = -250163.333691
  nChanged 25
		SP:Iteration 28Q (59069.630000 sec): 3 clusters
  Score: Raw -252749.682959 + Penalty 2566.016702 = -250183.666257
  nChanged 28
		SP:Iteration 29Q (59069.690000 sec): 3 clusters
  Score: Raw -252768.700702 + Penalty 2566.016702 = -250202.684000
  nChanged 26
		SP:Iteration 30Q (59069.740000 sec): 3 clusters
  Score: Raw -252784.280401 + Penalty 2566.016702 = -250218.263699
  nChanged 16
		SP:Iteration 31Q (59069.790000 sec): 3 clusters
  Score: Raw -252795.286555 + Penalty 2566.016702 = -250229.269853
  nChanged 17
		SP:Iteration 32Q (59069.840000 sec): 3 clusters
  Score: Raw -252802.745763 + Penalty 2566.016702 = -250236.729061
  nChanged 13
		SP:Iteration 33Q (59069.890000 sec): 3 clusters
  Score: Raw -252810.400612 + Penalty 2566.016702 = -250244.383910
  nChanged 15
		SP:Iteration 34Q (59069.940000 sec): 3 clusters
  Score: Raw -252820.313963 + Penalty 2566.016702 = -250254.297261
  nChanged 13
		SP:Iteration 35Q (59069.990000 sec): 3 clusters
  Score: Raw -252825.135907 + Penalty 2566.016702 = -250259.119205
  nChanged 4
		SP:Iteration 36Q (59070.040000 sec): 3 clusters
  Score: Raw -252826.089698 + Penalty 2566.016702 = -250260.072996
  nChanged 2
		SP:Iteration 37Q (59070.090000 sec): 3 clusters
  Score: Raw -252826.485192 + Penalty 2566.016702 = -250260.468490
  nChanged 0
		SP:Iteration 38F (59070.140000 sec): 3 clusters
  Score: Raw -252826.485192 + Penalty 2566.016702 = -250260.468490
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (4959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59070.230000 sec): 2 clusters
  Score: Raw -469051.304432 + Penalty 1382.705900 = -467668.598532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59070.330000 sec): 3 clusters
  Score: Raw -466502.553378 + Penalty 2765.411801 = -463737.141578
  nChanged 1984
		SP:Iteration 1F (59070.420000 sec): 3 clusters
  Score: Raw -467686.939279 + Penalty 2765.411801 = -464921.527478
  nChanged 391
		SP:Iteration 2F (59070.520000 sec): 3 clusters
  Score: Raw -467923.881023 + Penalty 2765.411801 = -465158.469222
  nChanged 286
		SP:Iteration 3F (59070.610000 sec): 3 clusters
  Score: Raw -468087.506000 + Penalty 2765.411801 = -465322.094199
  nChanged 234
		SP:Iteration 4Q (59070.710000 sec): 3 clusters
  Score: Raw -468201.929426 + Penalty 2765.411801 = -465436.517626
  nChanged 166
		SP:Iteration 5Q (59070.810000 sec): 3 clusters
  Score: Raw -468274.067757 + Penalty 2765.411801 = -465508.655957
  nChanged 136
		SP:Iteration 6Q (59070.910000 sec): 3 clusters
  Score: Raw -468334.852111 + Penalty 2765.411801 = -465569.440311
  nChanged 129
		SP:Iteration 7Q (59071.000000 sec): 3 clusters
  Score: Raw -468393.688961 + Penalty 2765.411801 = -465628.277160
  nChanged 121
		SP:Iteration 8Q (59071.100000 sec): 3 clusters
  Score: Raw -468440.223568 + Penalty 2765.411801 = -465674.811767
  nChanged 106
		SP:Iteration 9Q (59071.200000 sec): 3 clusters
  Score: Raw -468486.249146 + Penalty 2765.411801 = -465720.837345
  nChanged 117
		SP:Iteration 10Q (59071.290000 sec): 3 clusters
  Score: Raw -468542.046887 + Penalty 2765.411801 = -465776.635087
  nChanged 104
		SP:Iteration 11Q (59071.390000 sec): 3 clusters
  Score: Raw -468592.856481 + Penalty 2765.411801 = -465827.444680
  nChanged 114
		SP:Iteration 12Q (59071.490000 sec): 3 clusters
  Score: Raw -468646.230945 + Penalty 2765.411801 = -465880.819144
  nChanged 90
		SP:Iteration 13Q (59071.590000 sec): 3 clusters
  Score: Raw -468688.657571 + Penalty 2765.411801 = -465923.245771
  nChanged 95
		SP:Iteration 14Q (59071.680000 sec): 3 clusters
  Score: Raw -468735.642530 + Penalty 2765.411801 = -465970.230729
  nChanged 88
		SP:Iteration 15Q (59071.780000 sec): 3 clusters
  Score: Raw -468779.117507 + Penalty 2765.411801 = -466013.705706
  nChanged 94
		SP:Iteration 16Q (59071.870000 sec): 3 clusters
  Score: Raw -468828.646865 + Penalty 2765.411801 = -466063.235064
  nChanged 110
		SP:Iteration 17Q (59071.970000 sec): 3 clusters
  Score: Raw -468887.324913 + Penalty 2765.411801 = -466121.913113
  nChanged 93
		SP:Iteration 18Q (59072.070000 sec): 3 clusters
  Score: Raw -468933.487903 + Penalty 2765.411801 = -466168.076103
  nChanged 89
		SP:Iteration 19Q (59072.160000 sec): 3 clusters
  Score: Raw -468977.344580 + Penalty 2765.411801 = -466211.932779
  nChanged 79
		SP:Iteration 20F (59072.260000 sec): 3 clusters
  Score: Raw -469013.645625 + Penalty 2765.411801 = -466248.233824
  nChanged 70
		SP:Iteration 21Q (59072.350000 sec): 3 clusters
  Score: Raw -469041.936937 + Penalty 2765.411801 = -466276.525136
  nChanged 56
		SP:Iteration 22Q (59072.450000 sec): 3 clusters
  Score: Raw -469064.166806 + Penalty 2765.411801 = -466298.755005
  nChanged 42
		SP:Iteration 23Q (59072.550000 sec): 3 clusters
  Score: Raw -469079.007874 + Penalty 2765.411801 = -466313.596073
  nChanged 34
		SP:Iteration 24Q (59072.640000 sec): 3 clusters
  Score: Raw -469088.460977 + Penalty 2765.411801 = -466323.049176
  nChanged 29
		SP:Iteration 25Q (59072.730000 sec): 3 clusters
  Score: Raw -469097.109587 + Penalty 2765.411801 = -466331.697787
  nChanged 24
		SP:Iteration 26Q (59072.830000 sec): 3 clusters
  Score: Raw -469104.144500 + Penalty 2765.411801 = -466338.732699
  nChanged 25
		SP:Iteration 27Q (59072.920000 sec): 3 clusters
  Score: Raw -469111.814159 + Penalty 2765.411801 = -466346.402359
  nChanged 21
		SP:Iteration 28Q (59073.020000 sec): 3 clusters
  Score: Raw -469118.902695 + Penalty 2765.411801 = -466353.490894
  nChanged 31
		SP:Iteration 29Q (59073.110000 sec): 3 clusters
  Score: Raw -469133.559784 + Penalty 2765.411801 = -466368.147983
  nChanged 41
		SP:Iteration 30Q (59073.210000 sec): 3 clusters
  Score: Raw -469150.521819 + Penalty 2765.411801 = -466385.110019
  nChanged 34
		SP:Iteration 31Q (59073.300000 sec): 3 clusters
  Score: Raw -469165.809172 + Penalty 2765.411801 = -466400.397371
  nChanged 43
		SP:Iteration 32Q (59073.400000 sec): 3 clusters
  Score: Raw -469189.213098 + Penalty 2765.411801 = -466423.801297
  nChanged 50
		SP:Iteration 33Q (59073.490000 sec): 3 clusters
  Score: Raw -469217.061468 + Penalty 2765.411801 = -466451.649667
  nChanged 56
		SP:Iteration 34Q (59073.590000 sec): 3 clusters
  Score: Raw -469254.227163 + Penalty 2765.411801 = -466488.815362
  nChanged 65
		SP:Iteration 35Q (59073.680000 sec): 3 clusters
  Score: Raw -469301.336065 + Penalty 2765.411801 = -466535.924264
  nChanged 71
		SP:Iteration 36Q (59073.770000 sec): 3 clusters
  Score: Raw -469364.966903 + Penalty 2765.411801 = -466599.555102
  nChanged 82
		SP:Iteration 37Q (59073.870000 sec): 3 clusters
  Score: Raw -469427.886899 + Penalty 2765.411801 = -466662.475098
  nChanged 85
		SP:Iteration 38Q (59073.960000 sec): 3 clusters
  Score: Raw -469508.413595 + Penalty 2765.411801 = -466743.001794
  nChanged 117
		SP:Iteration 39Q (59074.050000 sec): 3 clusters
  Score: Raw -469681.106180 + Penalty 2765.411801 = -466915.694379
  nChanged 135
		SP:Iteration 40F (59074.150000 sec): 3 clusters
  Score: Raw -469909.857864 + Penalty 2765.411801 = -467144.446063
  nChanged 117
		SP:Iteration 41Q (59074.240000 sec): 3 clusters
  Score: Raw -470068.148213 + Penalty 2765.411801 = -467302.736413
  nChanged 78
		SP:Iteration 42Q (59074.330000 sec): 3 clusters
  Score: Raw -470146.654120 + Penalty 2765.411801 = -467381.242319
  nChanged 53
		SP:Iteration 43Q (59074.420000 sec): 3 clusters
  Score: Raw -470204.367540 + Penalty 2765.411801 = -467438.955740
  nChanged 37
		SP:Iteration 44Q (59074.510000 sec): 3 clusters
  Score: Raw -470235.572040 + Penalty 2765.411801 = -467470.160239
  nChanged 27
		SP:Iteration 45Q (59074.600000 sec): 3 clusters
  Score: Raw -470251.053885 + Penalty 2765.411801 = -467485.642084
  nChanged 18
		SP:Iteration 46Q (59074.690000 sec): 3 clusters
  Score: Raw -470258.562837 + Penalty 2765.411801 = -467493.151037
  nChanged 8
		SP:Iteration 47Q (59074.780000 sec): 3 clusters
  Score: Raw -470260.269816 + Penalty 2765.411801 = -467494.858015
  nChanged 3
		SP:Iteration 48Q (59074.870000 sec): 3 clusters
  Score: Raw -470260.819110 + Penalty 2765.411801 = -467495.407309
  nChanged 3
		SP:Iteration 49Q (59074.960000 sec): 3 clusters
  Score: Raw -470261.746523 + Penalty 2765.411801 = -467496.334722
  nChanged 2
		SP:Iteration 50Q (59075.050000 sec): 3 clusters
  Score: Raw -470262.017618 + Penalty 2765.411801 = -467496.605818
  nChanged 1
		SP:Iteration 51Q (59075.140000 sec): 3 clusters
  Score: Raw -470262.174062 + Penalty 2765.411801 = -467496.762261
  nChanged 1
		SP:Iteration 52Q (59075.230000 sec): 3 clusters
  Score: Raw -470262.452425 + Penalty 2765.411801 = -467497.040624
  nChanged 2
		SP:Iteration 53Q (59075.320000 sec): 3 clusters
  Score: Raw -470262.902753 + Penalty 2765.411801 = -467497.490953
  nChanged 2
		SP:Iteration 54Q (59075.410000 sec): 3 clusters
  Score: Raw -470263.493763 + Penalty 2765.411801 = -467498.081962
  nChanged 1
		SP:Iteration 55Q (59075.500000 sec): 3 clusters
  Score: Raw -470263.603972 + Penalty 2765.411801 = -467498.192171
  nChanged 1
		SP:Iteration 56Q (59075.590000 sec): 3 clusters
  Score: Raw -470263.789485 + Penalty 2765.411801 = -467498.377684
  nChanged 0
		SP:Iteration 57F (59075.680000 sec): 3 clusters
  Score: Raw -470263.789485 + Penalty 2765.411801 = -467498.377684
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59075.740000 sec): 2 clusters
  Score: Raw -76971.104314 + Penalty 1108.960721 = -75862.143593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59075.760000 sec): 3 clusters
  Score: Raw -76767.194972 + Penalty 2217.921443 = -74549.273529
  nChanged 293
		SP:Iteration 1F (59075.780000 sec): 3 clusters
  Score: Raw -77149.004787 + Penalty 2217.921443 = -74931.083344
  nChanged 83
		SP:Iteration 2F (59075.800000 sec): 3 clusters
  Score: Raw -77281.671270 + Penalty 2217.921443 = -75063.749827
  nChanged 47
		SP:Iteration 3F (59075.820000 sec): 3 clusters
  Score: Raw -77354.869902 + Penalty 2217.921443 = -75136.948459
  nChanged 33
		SP:Iteration 4Q (59075.830000 sec): 3 clusters
  Score: Raw -77393.940293 + Penalty 2217.921443 = -75176.018850
  nChanged 14
		SP:Iteration 5Q (59075.850000 sec): 3 clusters
  Score: Raw -77413.639176 + Penalty 2217.921443 = -75195.717733
  nChanged 11
		SP:Iteration 6Q (59075.870000 sec): 3 clusters
  Score: Raw -77424.504372 + Penalty 2217.921443 = -75206.582929
  nChanged 3
		SP:Iteration 7Q (59075.890000 sec): 3 clusters
  Score: Raw -77427.859054 + Penalty 2217.921443 = -75209.937611
  nChanged 1
		SP:Iteration 8Q (59075.910000 sec): 3 clusters
  Score: Raw -77428.737591 + Penalty 2217.921443 = -75210.816148
  nChanged 0
		SP:Iteration 9F (59075.930000 sec): 3 clusters
  Score: Raw -77428.737591 + Penalty 2217.921443 = -75210.816148
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (12268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59076.070000 sec): 2 clusters
  Score: Raw -1282737.703004 + Penalty 1529.896798 = -1281207.806206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59076.260000 sec): 3 clusters
  Score: Raw -1275646.292126 + Penalty 3059.793596 = -1272586.498530
  nChanged 5331
		SP:Iteration 1F (59076.440000 sec): 3 clusters
  Score: Raw -1278542.441771 + Penalty 3059.793596 = -1275482.648175
  nChanged 668
		SP:Iteration 2F (59076.650000 sec): 3 clusters
  Score: Raw -1278826.286330 + Penalty 3059.793596 = -1275766.492734
  nChanged 607
		SP:Iteration 3Q (59076.840000 sec): 3 clusters
  Score: Raw -1279113.282014 + Penalty 3059.793596 = -1276053.488418
  nChanged 585
		SP:Iteration 4Q (59077.030000 sec): 3 clusters
  Score: Raw -1279445.577256 + Penalty 3059.793596 = -1276385.783660
  nChanged 689
		SP:Iteration 5F (59077.210000 sec): 3 clusters
  Score: Raw -1279909.889930 + Penalty 3059.793596 = -1276850.096334
  nChanged 744
		SP:Iteration 6F (59077.410000 sec): 3 clusters
  Score: Raw -1280473.439840 + Penalty 3059.793596 = -1277413.646245
  nChanged 769
		SP:Iteration 7F (59077.590000 sec): 3 clusters
  Score: Raw -1281128.436011 + Penalty 3059.793596 = -1278068.642415
  nChanged 678
		SP:Iteration 8F (59077.770000 sec): 3 clusters
  Score: Raw -1281722.821004 + Penalty 3059.793596 = -1278663.027408
  nChanged 523
		SP:Iteration 9Q (59077.960000 sec): 3 clusters
  Score: Raw -1282177.250005 + Penalty 3059.793596 = -1279117.456409
  nChanged 332
		SP:Iteration 10Q (59078.140000 sec): 3 clusters
  Score: Raw -1282466.729193 + Penalty 3059.793596 = -1279406.935598
  nChanged 212
		SP:Iteration 11Q (59078.310000 sec): 3 clusters
  Score: Raw -1282657.597019 + Penalty 3059.793596 = -1279597.803424
  nChanged 113
		SP:Iteration 12Q (59078.490000 sec): 3 clusters
  Score: Raw -1282741.592164 + Penalty 3059.793596 = -1279681.798568
  nChanged 58
		SP:Iteration 13Q (59078.660000 sec): 3 clusters
  Score: Raw -1282799.265562 + Penalty 3059.793596 = -1279739.471966
  nChanged 36
		SP:Iteration 14Q (59078.850000 sec): 3 clusters
  Score: Raw -1282838.457545 + Penalty 3059.793596 = -1279778.663949
  nChanged 29
		SP:Iteration 15Q (59079.020000 sec): 3 clusters
  Score: Raw -1282864.241782 + Penalty 3059.793596 = -1279804.448187
  nChanged 21
		SP:Iteration 16Q (59079.190000 sec): 3 clusters
  Score: Raw -1282886.361575 + Penalty 3059.793596 = -1279826.567980
  nChanged 17
		SP:Iteration 17Q (59079.390000 sec): 3 clusters
  Score: Raw -1282907.666607 + Penalty 3059.793596 = -1279847.873012
  nChanged 9
		SP:Iteration 18Q (59079.560000 sec): 3 clusters
  Score: Raw -1282915.766919 + Penalty 3059.793596 = -1279855.973323
  nChanged 8
		SP:Iteration 19Q (59079.720000 sec): 3 clusters
  Score: Raw -1282923.945626 + Penalty 3059.793596 = -1279864.152030
  nChanged 5
		SP:Iteration 20F (59079.910000 sec): 3 clusters
  Score: Raw -1282930.796623 + Penalty 3059.793596 = -1279871.003027
  nChanged 6
		SP:Iteration 21Q (59080.080000 sec): 3 clusters
  Score: Raw -1282936.162441 + Penalty 3059.793596 = -1279876.368845
  nChanged 3
		SP:Iteration 22Q (59080.280000 sec): 3 clusters
  Score: Raw -1282938.674797 + Penalty 3059.793596 = -1279878.881201
  nChanged 2
		SP:Iteration 23Q (59080.450000 sec): 3 clusters
  Score: Raw -1282940.033356 + Penalty 3059.793596 = -1279880.239760
  nChanged 1
		SP:Iteration 24Q (59080.620000 sec): 3 clusters
  Score: Raw -1282940.816258 + Penalty 3059.793596 = -1279881.022662
  nChanged 2
		SP:Iteration 25Q (59080.810000 sec): 3 clusters
  Score: Raw -1282942.593653 + Penalty 3059.793596 = -1279882.800057
  nChanged 1
		SP:Iteration 26Q (59080.980000 sec): 3 clusters
  Score: Raw -1282944.140306 + Penalty 3059.793596 = -1279884.346710
  nChanged 0
		SP:Iteration 27F (59081.160000 sec): 3 clusters
  Score: Raw -1282944.140306 + Penalty 3059.793596 = -1279884.346710
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59081.230000 sec): 2 clusters
  Score: Raw -190871.614147 + Penalty 1240.501203 = -189631.112944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59081.270000 sec): 3 clusters
  Score: Raw -189987.643559 + Penalty 2481.002407 = -187506.641153
  nChanged 740
		SP:Iteration 1F (59081.320000 sec): 3 clusters
  Score: Raw -190578.532944 + Penalty 2481.002407 = -188097.530537
  nChanged 223
		SP:Iteration 2F (59081.370000 sec): 3 clusters
  Score: Raw -190857.479217 + Penalty 2481.002407 = -188376.476810
  nChanged 157
		SP:Iteration 3F (59081.410000 sec): 3 clusters
  Score: Raw -191111.553760 + Penalty 2481.002407 = -188630.551353
  nChanged 134
		SP:Iteration 4F (59081.440000 sec): 3 clusters
  Score: Raw -191281.337282 + Penalty 2481.002407 = -188800.334875
  nChanged 96
		SP:Iteration 5Q (59081.490000 sec): 3 clusters
  Score: Raw -191437.471909 + Penalty 2481.002407 = -188956.469502
  nChanged 83
		SP:Iteration 6Q (59081.530000 sec): 3 clusters
  Score: Raw -191538.621058 + Penalty 2481.002407 = -189057.618651
  nChanged 67
		SP:Iteration 7Q (59081.570000 sec): 3 clusters
  Score: Raw -191611.536666 + Penalty 2481.002407 = -189130.534259
  nChanged 49
		SP:Iteration 8Q (59081.610000 sec): 3 clusters
  Score: Raw -191653.843145 + Penalty 2481.002407 = -189172.840738
  nChanged 30
		SP:Iteration 9Q (59081.650000 sec): 3 clusters
  Score: Raw -191674.437270 + Penalty 2481.002407 = -189193.434863
  nChanged 21
		SP:Iteration 10Q (59081.690000 sec): 3 clusters
  Score: Raw -191687.984078 + Penalty 2481.002407 = -189206.981671
  nChanged 18
		SP:Iteration 11Q (59081.730000 sec): 3 clusters
  Score: Raw -191699.825990 + Penalty 2481.002407 = -189218.823583
  nChanged 12
		SP:Iteration 12Q (59081.760000 sec): 3 clusters
  Score: Raw -191710.306675 + Penalty 2481.002407 = -189229.304268
  nChanged 12
		SP:Iteration 13Q (59081.800000 sec): 3 clusters
  Score: Raw -191725.381090 + Penalty 2481.002407 = -189244.378683
  nChanged 14
		SP:Iteration 14Q (59081.840000 sec): 3 clusters
  Score: Raw -191736.195670 + Penalty 2481.002407 = -189255.193263
  nChanged 10
		SP:Iteration 15Q (59081.880000 sec): 3 clusters
  Score: Raw -191742.218251 + Penalty 2481.002407 = -189261.215844
  nChanged 9
		SP:Iteration 16Q (59081.920000 sec): 3 clusters
  Score: Raw -191745.367614 + Penalty 2481.002407 = -189264.365207
  nChanged 6
		SP:Iteration 17Q (59081.960000 sec): 3 clusters
  Score: Raw -191748.107292 + Penalty 2481.002407 = -189267.104885
  nChanged 4
		SP:Iteration 18Q (59082.000000 sec): 3 clusters
  Score: Raw -191749.883842 + Penalty 2481.002407 = -189268.881435
  nChanged 3
		SP:Iteration 19Q (59082.040000 sec): 3 clusters
  Score: Raw -191751.372863 + Penalty 2481.002407 = -189270.370456
  nChanged 1
		SP:Iteration 20F (59082.080000 sec): 3 clusters
  Score: Raw -191751.879004 + Penalty 2481.002407 = -189270.876597
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (89331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59082.770000 sec): 2 clusters
  Score: Raw -9421148.987582 + Penalty 1852.516876 = -9419296.470706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59083.730000 sec): 3 clusters
  Score: Raw -9363021.438978 + Penalty 3705.033752 = -9359316.405226
  nChanged 42744
		SP:Iteration 1F (59084.700000 sec): 3 clusters
  Score: Raw -9387957.290297 + Penalty 3705.033752 = -9384252.256545
  nChanged 3077
		SP:Iteration 2Q (59085.690000 sec): 3 clusters
  Score: Raw -9388734.129199 + Penalty 3705.033752 = -9385029.095447
  nChanged 3164
		SP:Iteration 3Q (59086.650000 sec): 3 clusters
  Score: Raw -9389595.356266 + Penalty 3705.033752 = -9385890.322515
  nChanged 3327
		SP:Iteration 4Q (59087.610000 sec): 3 clusters
  Score: Raw -9390569.271293 + Penalty 3705.033752 = -9386864.237541
  nChanged 3434
		SP:Iteration 5Q (59088.550000 sec): 3 clusters
  Score: Raw -9391689.752412 + Penalty 3705.033752 = -9387984.718661
  nChanged 3640
		SP:Iteration 6Q (59089.510000 sec): 3 clusters
  Score: Raw -9393025.619915 + Penalty 3705.033752 = -9389320.586163
  nChanged 3932
		SP:Iteration 7Q (59090.460000 sec): 3 clusters
  Score: Raw -9394710.496263 + Penalty 3705.033752 = -9391005.462511
  nChanged 4285
		SP:Iteration 8Q (59091.390000 sec): 3 clusters
  Score: Raw -9396776.075193 + Penalty 3705.033752 = -9393071.041442
  nChanged 4478
		SP:Iteration 9F (59092.300000 sec): 3 clusters
  Score: Raw -9399364.192189 + Penalty 3705.033752 = -9395659.158438
  nChanged 4674
		SP:Iteration 10F (59093.230000 sec): 3 clusters
  Score: Raw -9402402.068747 + Penalty 3705.033752 = -9398697.034995
  nChanged 4478
		SP:Iteration 11F (59094.160000 sec): 3 clusters
  Score: Raw -9405247.378176 + Penalty 3705.033752 = -9401542.344424
  nChanged 3654
		SP:Iteration 12Q (59095.130000 sec): 3 clusters
  Score: Raw -9407082.664990 + Penalty 3705.033752 = -9403377.631239
  nChanged 2575
		SP:Iteration 13Q (59096.070000 sec): 3 clusters
  Score: Raw -9408037.402564 + Penalty 3705.033752 = -9404332.368812
  nChanged 1848
		SP:Iteration 14Q (59096.980000 sec): 3 clusters
  Score: Raw -9408634.493270 + Penalty 3705.033752 = -9404929.459518
  nChanged 1646
		SP:Iteration 15Q (59097.920000 sec): 3 clusters
  Score: Raw -9409159.079782 + Penalty 3705.033752 = -9405454.046031
  nChanged 1630
		SP:Iteration 16Q (59098.850000 sec): 3 clusters
  Score: Raw -9409679.592628 + Penalty 3705.033752 = -9405974.558876
  nChanged 1621
		SP:Iteration 17Q (59099.770000 sec): 3 clusters
  Score: Raw -9410225.657855 + Penalty 3705.033752 = -9406520.624103
  nChanged 1661
		SP:Iteration 18Q (59100.640000 sec): 3 clusters
  Score: Raw -9410821.790542 + Penalty 3705.033752 = -9407116.756790
  nChanged 1719
		SP:Iteration 19Q (59101.520000 sec): 3 clusters
  Score: Raw -9411498.896601 + Penalty 3705.033752 = -9407793.862849
  nChanged 1827
		SP:Iteration 20F (59102.430000 sec): 3 clusters
  Score: Raw -9412279.887051 + Penalty 3705.033752 = -9408574.853299
  nChanged 1875
		SP:Iteration 21Q (59103.300000 sec): 3 clusters
  Score: Raw -9413157.061778 + Penalty 3705.033752 = -9409452.028026
  nChanged 1884
		SP:Iteration 22Q (59104.190000 sec): 3 clusters
  Score: Raw -9414115.522608 + Penalty 3705.033752 = -9410410.488857
  nChanged 1767
		SP:Iteration 23Q (59105.020000 sec): 3 clusters
  Score: Raw -9415034.735267 + Penalty 3705.033752 = -9411329.701516
  nChanged 1684
		SP:Iteration 24Q (59105.900000 sec): 3 clusters
  Score: Raw -9415942.621416 + Penalty 3705.033752 = -9412237.587665
  nChanged 1472
		SP:Iteration 25Q (59106.730000 sec): 3 clusters
  Score: Raw -9416748.219797 + Penalty 3705.033752 = -9413043.186046
  nChanged 1354
		SP:Iteration 26Q (59107.550000 sec): 3 clusters
  Score: Raw -9417534.593925 + Penalty 3705.033752 = -9413829.560173
  nChanged 1239
		SP:Iteration 27Q (59108.350000 sec): 3 clusters
  Score: Raw -9418267.093938 + Penalty 3705.033752 = -9414562.060186
  nChanged 1045
		SP:Iteration 28Q (59109.140000 sec): 3 clusters
  Score: Raw -9418885.970935 + Penalty 3705.033752 = -9415180.937184
  nChanged 896
		SP:Iteration 29Q (59109.960000 sec): 3 clusters
  Score: Raw -9419435.375098 + Penalty 3705.033752 = -9415730.341346
  nChanged 762
		SP:Iteration 30Q (59110.780000 sec): 3 clusters
  Score: Raw -9419899.752534 + Penalty 3705.033752 = -9416194.718782
  nChanged 579
		SP:Iteration 31Q (59111.580000 sec): 3 clusters
  Score: Raw -9420242.030066 + Penalty 3705.033752 = -9416536.996315
  nChanged 483
		SP:Iteration 32Q (59112.380000 sec): 3 clusters
  Score: Raw -9420502.739425 + Penalty 3705.033752 = -9416797.705674
  nChanged 361
		SP:Iteration 33Q (59113.170000 sec): 3 clusters
  Score: Raw -9420686.957818 + Penalty 3705.033752 = -9416981.924066
  nChanged 275
		SP:Iteration 34Q (59113.980000 sec): 3 clusters
  Score: Raw -9420819.397614 + Penalty 3705.033752 = -9417114.363863
  nChanged 219
		SP:Iteration 35Q (59114.790000 sec): 3 clusters
  Score: Raw -9420943.455539 + Penalty 3705.033752 = -9417238.421787
  nChanged 187
		SP:Iteration 36Q (59115.600000 sec): 3 clusters
  Score: Raw -9421045.360717 + Penalty 3705.033752 = -9417340.326965
  nChanged 134
		SP:Iteration 37Q (59116.410000 sec): 3 clusters
  Score: Raw -9421117.031227 + Penalty 3705.033752 = -9417411.997475
  nChanged 116
		SP:Iteration 38Q (59117.210000 sec): 3 clusters
  Score: Raw -9421176.714248 + Penalty 3705.033752 = -9417471.680497
  nChanged 94
		SP:Iteration 39Q (59117.970000 sec): 3 clusters
  Score: Raw -9421228.991383 + Penalty 3705.033752 = -9417523.957631
  nChanged 83
		SP:Iteration 40F (59118.870000 sec): 3 clusters
  Score: Raw -9421275.411653 + Penalty 3705.033752 = -9417570.377901
  nChanged 71
		SP:Iteration 41Q (59119.670000 sec): 3 clusters
  Score: Raw -9421311.769836 + Penalty 3705.033752 = -9417606.736084
  nChanged 56
		SP:Iteration 42Q (59120.420000 sec): 3 clusters
  Score: Raw -9421339.539929 + Penalty 3705.033752 = -9417634.506177
  nChanged 39
		SP:Iteration 43Q (59121.200000 sec): 3 clusters
  Score: Raw -9421354.752106 + Penalty 3705.033752 = -9417649.718354
  nChanged 25
		SP:Iteration 44Q (59122.000000 sec): 3 clusters
  Score: Raw -9421365.795119 + Penalty 3705.033752 = -9417660.761368
  nChanged 23
		SP:Iteration 45Q (59122.800000 sec): 3 clusters
  Score: Raw -9421376.313827 + Penalty 3705.033752 = -9417671.280075
  nChanged 21
		SP:Iteration 46Q (59123.600000 sec): 3 clusters
  Score: Raw -9421384.937024 + Penalty 3705.033752 = -9417679.903273
  nChanged 19
		SP:Iteration 47Q (59124.350000 sec): 3 clusters
  Score: Raw -9421392.678858 + Penalty 3705.033752 = -9417687.645107
  nChanged 16
		SP:Iteration 48Q (59125.120000 sec): 3 clusters
  Score: Raw -9421399.931441 + Penalty 3705.033752 = -9417694.897690
  nChanged 17
		SP:Iteration 49Q (59125.930000 sec): 3 clusters
  Score: Raw -9421407.829516 + Penalty 3705.033752 = -9417702.795764
  nChanged 20
		SP:Iteration 50Q (59126.730000 sec): 3 clusters
  Score: Raw -9421416.498308 + Penalty 3705.033752 = -9417711.464557
  nChanged 19
		SP:Iteration 51Q (59127.530000 sec): 3 clusters
  Score: Raw -9421423.843424 + Penalty 3705.033752 = -9417718.809672
  nChanged 13
		SP:Iteration 52Q (59128.280000 sec): 3 clusters
  Score: Raw -9421427.912868 + Penalty 3705.033752 = -9417722.879117
  nChanged 8
		SP:Iteration 53Q (59129.060000 sec): 3 clusters
  Score: Raw -9421431.978116 + Penalty 3705.033752 = -9417726.944364
  nChanged 10
		SP:Iteration 54Q (59129.860000 sec): 3 clusters
  Score: Raw -9421435.601454 + Penalty 3705.033752 = -9417730.567703
  nChanged 10
		SP:Iteration 55Q (59130.660000 sec): 3 clusters
  Score: Raw -9421439.336395 + Penalty 3705.033752 = -9417734.302643
  nChanged 6
		SP:Iteration 56Q (59131.440000 sec): 3 clusters
  Score: Raw -9421441.724327 + Penalty 3705.033752 = -9417736.690575
  nChanged 4
		SP:Iteration 57Q (59132.190000 sec): 3 clusters
  Score: Raw -9421443.161220 + Penalty 3705.033752 = -9417738.127468
  nChanged 2
		SP:Iteration 58Q (59132.970000 sec): 3 clusters
  Score: Raw -9421443.938142 + Penalty 3705.033752 = -9417738.904390
  nChanged 4
		SP:Iteration 59Q (59133.760000 sec): 3 clusters
  Score: Raw -9421445.329893 + Penalty 3705.033752 = -9417740.296142
  nChanged 5
		SP:Iteration 60F (59134.640000 sec): 3 clusters
  Score: Raw -9421447.675363 + Penalty 3705.033752 = -9417742.641612
  nChanged 8
		SP:Iteration 61Q (59135.420000 sec): 3 clusters
  Score: Raw -9421450.453182 + Penalty 3705.033752 = -9417745.419430
  nChanged 5
		SP:Iteration 62Q (59136.220000 sec): 3 clusters
  Score: Raw -9421452.250696 + Penalty 3705.033752 = -9417747.216945
  nChanged 5
		SP:Iteration 63Q (59136.970000 sec): 3 clusters
  Score: Raw -9421454.090308 + Penalty 3705.033752 = -9417749.056556
  nChanged 4
		SP:Iteration 64Q (59137.740000 sec): 3 clusters
  Score: Raw -9421456.356490 + Penalty 3705.033752 = -9417751.322738
  nChanged 4
		SP:Iteration 65Q (59138.540000 sec): 3 clusters
  Score: Raw -9421458.057790 + Penalty 3705.033752 = -9417753.024039
  nChanged 0
		SP:Iteration 66F (59139.480000 sec): 3 clusters
  Score: Raw -9421458.057790 + Penalty 3705.033752 = -9417753.024039
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59139.560000 sec): 2 clusters
  Score: Raw -720085.026815 + Penalty 1451.784705 = -718633.242111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59139.700000 sec): 3 clusters
  Score: Raw -715943.634958 + Penalty 2903.569410 = -713040.065548
  nChanged 3225
		SP:Iteration 1F (59139.810000 sec): 3 clusters
  Score: Raw -717905.007379 + Penalty 2903.569410 = -715001.437970
  nChanged 631
		SP:Iteration 2F (59139.930000 sec): 3 clusters
  Score: Raw -718413.346285 + Penalty 2903.569410 = -715509.776875
  nChanged 577
		SP:Iteration 3F (59140.060000 sec): 3 clusters
  Score: Raw -718914.181942 + Penalty 2903.569410 = -716010.612533
  nChanged 561
		SP:Iteration 4F (59140.190000 sec): 3 clusters
  Score: Raw -719383.546406 + Penalty 2903.569410 = -716479.976996
  nChanged 447
		SP:Iteration 5F (59140.320000 sec): 3 clusters
  Score: Raw -719743.143055 + Penalty 2903.569410 = -716839.573645
  nChanged 370
		SP:Iteration 6Q (59140.460000 sec): 3 clusters
  Score: Raw -719998.999371 + Penalty 2903.569410 = -717095.429962
  nChanged 286
		SP:Iteration 7Q (59140.580000 sec): 3 clusters
  Score: Raw -720194.955563 + Penalty 2903.569410 = -717291.386153
  nChanged 223
		SP:Iteration 8Q (59140.700000 sec): 3 clusters
  Score: Raw -720336.120630 + Penalty 2903.569410 = -717432.551220
  nChanged 183
		SP:Iteration 9Q (59140.830000 sec): 3 clusters
  Score: Raw -720436.314554 + Penalty 2903.569410 = -717532.745144
  nChanged 125
		SP:Iteration 10Q (59140.950000 sec): 3 clusters
  Score: Raw -720495.194623 + Penalty 2903.569410 = -717591.625213
  nChanged 103
		SP:Iteration 11Q (59141.070000 sec): 3 clusters
  Score: Raw -720544.757058 + Penalty 2903.569410 = -717641.187648
  nChanged 101
		SP:Iteration 12Q (59141.190000 sec): 3 clusters
  Score: Raw -720585.858675 + Penalty 2903.569410 = -717682.289265
  nChanged 86
		SP:Iteration 13Q (59141.310000 sec): 3 clusters
  Score: Raw -720625.664692 + Penalty 2903.569410 = -717722.095282
  nChanged 78
		SP:Iteration 14Q (59141.430000 sec): 3 clusters
  Score: Raw -720661.630425 + Penalty 2903.569410 = -717758.061015
  nChanged 73
		SP:Iteration 15Q (59141.560000 sec): 3 clusters
  Score: Raw -720693.771621 + Penalty 2903.569410 = -717790.202211
  nChanged 57
		SP:Iteration 16Q (59141.680000 sec): 3 clusters
  Score: Raw -720716.310257 + Penalty 2903.569410 = -717812.740848
  nChanged 62
		SP:Iteration 17Q (59141.800000 sec): 3 clusters
  Score: Raw -720734.608868 + Penalty 2903.569410 = -717831.039458
  nChanged 51
		SP:Iteration 18Q (59141.930000 sec): 3 clusters
  Score: Raw -720752.084799 + Penalty 2903.569410 = -717848.515389
  nChanged 43
		SP:Iteration 19Q (59142.050000 sec): 3 clusters
  Score: Raw -720763.749599 + Penalty 2903.569410 = -717860.180189
  nChanged 26
		SP:Iteration 20F (59142.180000 sec): 3 clusters
  Score: Raw -720770.967904 + Penalty 2903.569410 = -717867.398494
  nChanged 28
		SP:Iteration 21Q (59142.310000 sec): 3 clusters
  Score: Raw -720777.847923 + Penalty 2903.569410 = -717874.278513
  nChanged 22
		SP:Iteration 22Q (59142.440000 sec): 3 clusters
  Score: Raw -720783.196205 + Penalty 2903.569410 = -717879.626796
  nChanged 21
		SP:Iteration 23Q (59142.560000 sec): 3 clusters
  Score: Raw -720788.580980 + Penalty 2903.569410 = -717885.011570
  nChanged 24
		SP:Iteration 24Q (59142.690000 sec): 3 clusters
  Score: Raw -720793.937169 + Penalty 2903.569410 = -717890.367760
  nChanged 29
		SP:Iteration 25Q (59142.820000 sec): 3 clusters
  Score: Raw -720801.745825 + Penalty 2903.569410 = -717898.176415
  nChanged 29
		SP:Iteration 26Q (59142.940000 sec): 3 clusters
  Score: Raw -720806.889998 + Penalty 2903.569410 = -717903.320588
  nChanged 14
		SP:Iteration 27Q (59143.070000 sec): 3 clusters
  Score: Raw -720808.804960 + Penalty 2903.569410 = -717905.235550
  nChanged 18
		SP:Iteration 28Q (59143.190000 sec): 3 clusters
  Score: Raw -720811.878030 + Penalty 2903.569410 = -717908.308620
  nChanged 13
		SP:Iteration 29Q (59143.320000 sec): 3 clusters
  Score: Raw -720813.519566 + Penalty 2903.569410 = -717909.950156
  nChanged 9
		SP:Iteration 30Q (59143.440000 sec): 3 clusters
  Score: Raw -720815.000226 + Penalty 2903.569410 = -717911.430816
  nChanged 6
		SP:Iteration 31Q (59143.570000 sec): 3 clusters
  Score: Raw -720815.779901 + Penalty 2903.569410 = -717912.210492
  nChanged 4
		SP:Iteration 32Q (59143.700000 sec): 3 clusters
  Score: Raw -720816.362267 + Penalty 2903.569410 = -717912.792857
  nChanged 5
		SP:Iteration 33Q (59143.820000 sec): 3 clusters
  Score: Raw -720817.122735 + Penalty 2903.569410 = -717913.553325
  nChanged 5
		SP:Iteration 34Q (59143.950000 sec): 3 clusters
  Score: Raw -720818.048173 + Penalty 2903.569410 = -717914.478763
  nChanged 7
		SP:Iteration 35Q (59144.080000 sec): 3 clusters
  Score: Raw -720818.981806 + Penalty 2903.569410 = -717915.412396
  nChanged 6
		SP:Iteration 36Q (59144.200000 sec): 3 clusters
  Score: Raw -720819.787098 + Penalty 2903.569410 = -717916.217688
  nChanged 4
		SP:Iteration 37Q (59144.330000 sec): 3 clusters
  Score: Raw -720820.078439 + Penalty 2903.569410 = -717916.509029
  nChanged 3
		SP:Iteration 38Q (59144.460000 sec): 3 clusters
  Score: Raw -720820.509070 + Penalty 2903.569410 = -717916.939660
  nChanged 2
		SP:Iteration 39Q (59144.580000 sec): 3 clusters
  Score: Raw -720820.678875 + Penalty 2903.569410 = -717917.109465
  nChanged 2
		SP:Iteration 40F (59144.720000 sec): 3 clusters
  Score: Raw -720821.044715 + Penalty 2903.569410 = -717917.475306
  nChanged 5
		SP:Iteration 41Q (59144.840000 sec): 3 clusters
  Score: Raw -720822.047338 + Penalty 2903.569410 = -717918.477928
  nChanged 5
		SP:Iteration 42Q (59144.970000 sec): 3 clusters
  Score: Raw -720823.050322 + Penalty 2903.569410 = -717919.480912
  nChanged 6
		SP:Iteration 43Q (59145.100000 sec): 3 clusters
  Score: Raw -720824.884666 + Penalty 2903.569410 = -717921.315256
  nChanged 15
		SP:Iteration 44Q (59145.220000 sec): 3 clusters
  Score: Raw -720827.656053 + Penalty 2903.569410 = -717924.086643
  nChanged 11
		SP:Iteration 45Q (59145.350000 sec): 3 clusters
  Score: Raw -720829.525547 + Penalty 2903.569410 = -717925.956138
  nChanged 8
		SP:Iteration 46Q (59145.480000 sec): 3 clusters
  Score: Raw -720830.999336 + Penalty 2903.569410 = -717927.429927
  nChanged 9
		SP:Iteration 47Q (59145.600000 sec): 3 clusters
  Score: Raw -720832.454409 + Penalty 2903.569410 = -717928.884999
  nChanged 8
		SP:Iteration 48Q (59145.730000 sec): 3 clusters
  Score: Raw -720833.540786 + Penalty 2903.569410 = -717929.971377
  nChanged 2
		SP:Iteration 49Q (59145.850000 sec): 3 clusters
  Score: Raw -720834.256681 + Penalty 2903.569410 = -717930.687271
  nChanged 4
		SP:Iteration 50Q (59145.980000 sec): 3 clusters
  Score: Raw -720834.813343 + Penalty 2903.569410 = -717931.243934
  nChanged 5
		SP:Iteration 51Q (59146.110000 sec): 3 clusters
  Score: Raw -720835.661259 + Penalty 2903.569410 = -717932.091850
  nChanged 8
		SP:Iteration 52Q (59146.230000 sec): 3 clusters
  Score: Raw -720837.452295 + Penalty 2903.569410 = -717933.882885
  nChanged 9
		SP:Iteration 53Q (59146.370000 sec): 3 clusters
  Score: Raw -720840.596628 + Penalty 2903.569410 = -717937.027218
  nChanged 13
		SP:Iteration 54Q (59146.480000 sec): 3 clusters
  Score: Raw -720844.014561 + Penalty 2903.569410 = -717940.445152
  nChanged 9
		SP:Iteration 55Q (59146.610000 sec): 3 clusters
  Score: Raw -720846.496279 + Penalty 2903.569410 = -717942.926869
  nChanged 7
		SP:Iteration 56Q (59146.740000 sec): 3 clusters
  Score: Raw -720847.007200 + Penalty 2903.569410 = -717943.437790
  nChanged 2
		SP:Iteration 57Q (59146.870000 sec): 3 clusters
  Score: Raw -720847.355641 + Penalty 2903.569410 = -717943.786231
  nChanged 2
		SP:Iteration 58Q (59146.990000 sec): 3 clusters
  Score: Raw -720847.829113 + Penalty 2903.569410 = -717944.259703
  nChanged 1
		SP:Iteration 59Q (59147.120000 sec): 3 clusters
  Score: Raw -720847.919373 + Penalty 2903.569410 = -717944.349964
  nChanged 0
		SP:Iteration 60F (59147.250000 sec): 3 clusters
  Score: Raw -720847.919373 + Penalty 2903.569410 = -717944.349964
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59147.340000 sec): 2 clusters
  Score: Raw -561636.348290 + Penalty 1393.727072 = -560242.621218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59147.440000 sec): 3 clusters
  Score: Raw -558921.679223 + Penalty 2787.454144 = -556134.225079
  nChanged 2071
		SP:Iteration 1F (59147.550000 sec): 3 clusters
  Score: Raw -560027.539659 + Penalty 2787.454144 = -557240.085514
  nChanged 381
		SP:Iteration 2F (59147.650000 sec): 3 clusters
  Score: Raw -560232.429622 + Penalty 2787.454144 = -557444.975478
  nChanged 270
		SP:Iteration 3F (59147.750000 sec): 3 clusters
  Score: Raw -560391.798978 + Penalty 2787.454144 = -557604.344834
  nChanged 249
		SP:Iteration 4Q (59147.850000 sec): 3 clusters
  Score: Raw -560523.940066 + Penalty 2787.454144 = -557736.485922
  nChanged 212
		SP:Iteration 5Q (59147.950000 sec): 3 clusters
  Score: Raw -560638.355484 + Penalty 2787.454144 = -557850.901340
  nChanged 218
		SP:Iteration 6Q (59148.060000 sec): 3 clusters
  Score: Raw -560744.097441 + Penalty 2787.454144 = -557956.643296
  nChanged 170
		SP:Iteration 7Q (59148.160000 sec): 3 clusters
  Score: Raw -560833.514654 + Penalty 2787.454144 = -558046.060509
  nChanged 172
		SP:Iteration 8Q (59148.260000 sec): 3 clusters
  Score: Raw -560943.427168 + Penalty 2787.454144 = -558155.973024
  nChanged 186
		SP:Iteration 9Q (59148.360000 sec): 3 clusters
  Score: Raw -561062.495208 + Penalty 2787.454144 = -558275.041064
  nChanged 155
		SP:Iteration 10Q (59148.460000 sec): 3 clusters
  Score: Raw -561161.790051 + Penalty 2787.454144 = -558374.335907
  nChanged 139
		SP:Iteration 11Q (59148.560000 sec): 3 clusters
  Score: Raw -561263.764207 + Penalty 2787.454144 = -558476.310062
  nChanged 117
		SP:Iteration 12Q (59148.660000 sec): 3 clusters
  Score: Raw -561359.556595 + Penalty 2787.454144 = -558572.102451
  nChanged 112
		SP:Iteration 13Q (59148.760000 sec): 3 clusters
  Score: Raw -561460.113403 + Penalty 2787.454144 = -558672.659259
  nChanged 98
		SP:Iteration 14Q (59148.860000 sec): 3 clusters
  Score: Raw -561551.452938 + Penalty 2787.454144 = -558763.998793
  nChanged 75
		SP:Iteration 15Q (59148.960000 sec): 3 clusters
  Score: Raw -561619.726049 + Penalty 2787.454144 = -558832.271904
  nChanged 57
		SP:Iteration 16Q (59149.060000 sec): 3 clusters
  Score: Raw -561671.721380 + Penalty 2787.454144 = -558884.267235
  nChanged 53
		SP:Iteration 17Q (59149.160000 sec): 3 clusters
  Score: Raw -561710.385799 + Penalty 2787.454144 = -558922.931654
  nChanged 46
		SP:Iteration 18Q (59149.250000 sec): 3 clusters
  Score: Raw -561743.182494 + Penalty 2787.454144 = -558955.728350
  nChanged 39
		SP:Iteration 19Q (59149.350000 sec): 3 clusters
  Score: Raw -561769.834050 + Penalty 2787.454144 = -558982.379906
  nChanged 33
		SP:Iteration 20F (59149.450000 sec): 3 clusters
  Score: Raw -561792.441619 + Penalty 2787.454144 = -559004.987474
  nChanged 17
		SP:Iteration 21Q (59149.550000 sec): 3 clusters
  Score: Raw -561802.442569 + Penalty 2787.454144 = -559014.988424
  nChanged 17
		SP:Iteration 22Q (59149.640000 sec): 3 clusters
  Score: Raw -561811.524175 + Penalty 2787.454144 = -559024.070031
  nChanged 15
		SP:Iteration 23Q (59149.740000 sec): 3 clusters
  Score: Raw -561822.463414 + Penalty 2787.454144 = -559035.009270
  nChanged 17
		SP:Iteration 24Q (59149.830000 sec): 3 clusters
  Score: Raw -561832.780647 + Penalty 2787.454144 = -559045.326502
  nChanged 18
		SP:Iteration 25Q (59149.920000 sec): 3 clusters
  Score: Raw -561846.297765 + Penalty 2787.454144 = -559058.843621
  nChanged 16
		SP:Iteration 26Q (59150.020000 sec): 3 clusters
  Score: Raw -561856.796140 + Penalty 2787.454144 = -559069.341996
  nChanged 8
		SP:Iteration 27Q (59150.110000 sec): 3 clusters
  Score: Raw -561860.094393 + Penalty 2787.454144 = -559072.640249
  nChanged 1
		SP:Iteration 28Q (59150.210000 sec): 3 clusters
  Score: Raw -561860.514494 + Penalty 2787.454144 = -559073.060350
  nChanged 1
		SP:Iteration 29Q (59150.300000 sec): 3 clusters
  Score: Raw -561860.609675 + Penalty 2787.454144 = -559073.155531
  nChanged 0
		SP:Iteration 30F (59150.400000 sec): 3 clusters
  Score: Raw -561860.609675 + Penalty 2787.454144 = -559073.155531
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59150.460000 sec): 2 clusters
  Score: Raw -72161.980825 + Penalty 1093.596411 = -71068.384414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59150.480000 sec): 3 clusters
  Score: Raw -72027.627226 + Penalty 2187.192823 = -69840.434403
  nChanged 259
		SP:Iteration 1F (59150.490000 sec): 3 clusters
  Score: Raw -72352.462671 + Penalty 2187.192823 = -70165.269848
  nChanged 74
		SP:Iteration 2F (59150.510000 sec): 3 clusters
  Score: Raw -72501.818389 + Penalty 2187.192823 = -70314.625566
  nChanged 45
		SP:Iteration 3F (59150.530000 sec): 3 clusters
  Score: Raw -72586.426961 + Penalty 2187.192823 = -70399.234139
  nChanged 35
		SP:Iteration 4Q (59150.540000 sec): 3 clusters
  Score: Raw -72656.854730 + Penalty 2187.192823 = -70469.661907
  nChanged 24
		SP:Iteration 5Q (59150.560000 sec): 3 clusters
  Score: Raw -72702.782555 + Penalty 2187.192823 = -70515.589732
  nChanged 19
		SP:Iteration 6Q (59150.580000 sec): 3 clusters
  Score: Raw -72729.930509 + Penalty 2187.192823 = -70542.737686
  nChanged 12
		SP:Iteration 7Q (59150.590000 sec): 3 clusters
  Score: Raw -72755.981213 + Penalty 2187.192823 = -70568.788390
  nChanged 10
		SP:Iteration 8Q (59150.610000 sec): 3 clusters
  Score: Raw -72765.807931 + Penalty 2187.192823 = -70578.615108
  nChanged 5
		SP:Iteration 9Q (59150.630000 sec): 3 clusters
  Score: Raw -72769.100858 + Penalty 2187.192823 = -70581.908035
  nChanged 5
		SP:Iteration 10Q (59150.640000 sec): 3 clusters
  Score: Raw -72773.185870 + Penalty 2187.192823 = -70585.993047
  nChanged 1
		SP:Iteration 11Q (59150.660000 sec): 3 clusters
  Score: Raw -72774.659908 + Penalty 2187.192823 = -70587.467085
  nChanged 0
		SP:Iteration 12F (59150.680000 sec): 3 clusters
  Score: Raw -72774.659908 + Penalty 2187.192823 = -70587.467085
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59150.840000 sec): 2 clusters
  Score: Raw -1346027.590989 + Penalty 1537.238803 = -1344490.352186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59151.030000 sec): 3 clusters
  Score: Raw -1338561.027160 + Penalty 3074.477605 = -1335486.549555
  nChanged 5737
		SP:Iteration 1F (59151.250000 sec): 3 clusters
  Score: Raw -1341836.735917 + Penalty 3074.477605 = -1338762.258312
  nChanged 846
		SP:Iteration 2F (59151.470000 sec): 3 clusters
  Score: Raw -1342311.203260 + Penalty 3074.477605 = -1339236.725654
  nChanged 872
		SP:Iteration 3F (59151.660000 sec): 3 clusters
  Score: Raw -1342887.814769 + Penalty 3074.477605 = -1339813.337163
  nChanged 866
		SP:Iteration 4F (59151.860000 sec): 3 clusters
  Score: Raw -1343507.586626 + Penalty 3074.477605 = -1340433.109021
  nChanged 871
		SP:Iteration 5F (59152.060000 sec): 3 clusters
  Score: Raw -1344126.936668 + Penalty 3074.477605 = -1341052.459062
  nChanged 793
		SP:Iteration 6F (59152.260000 sec): 3 clusters
  Score: Raw -1344619.864589 + Penalty 3074.477605 = -1341545.386984
  nChanged 664
		SP:Iteration 7F (59152.470000 sec): 3 clusters
  Score: Raw -1344984.891903 + Penalty 3074.477605 = -1341910.414298
  nChanged 462
		SP:Iteration 8Q (59152.670000 sec): 3 clusters
  Score: Raw -1345232.632948 + Penalty 3074.477605 = -1342158.155342
  nChanged 397
		SP:Iteration 9Q (59152.880000 sec): 3 clusters
  Score: Raw -1345434.324905 + Penalty 3074.477605 = -1342359.847299
  nChanged 338
		SP:Iteration 10Q (59153.080000 sec): 3 clusters
  Score: Raw -1345581.661387 + Penalty 3074.477605 = -1342507.183782
  nChanged 284
		SP:Iteration 11Q (59153.280000 sec): 3 clusters
  Score: Raw -1345707.198532 + Penalty 3074.477605 = -1342632.720927
  nChanged 266
		SP:Iteration 12Q (59153.480000 sec): 3 clusters
  Score: Raw -1345809.306259 + Penalty 3074.477605 = -1342734.828653
  nChanged 255
		SP:Iteration 13Q (59153.680000 sec): 3 clusters
  Score: Raw -1345888.625256 + Penalty 3074.477605 = -1342814.147651
  nChanged 214
		SP:Iteration 14Q (59153.880000 sec): 3 clusters
  Score: Raw -1345947.877090 + Penalty 3074.477605 = -1342873.399484
  nChanged 195
		SP:Iteration 15Q (59154.100000 sec): 3 clusters
  Score: Raw -1346000.287843 + Penalty 3074.477605 = -1342925.810238
  nChanged 177
		SP:Iteration 16Q (59154.320000 sec): 3 clusters
  Score: Raw -1346048.881071 + Penalty 3074.477605 = -1342974.403465
  nChanged 168
		SP:Iteration 17Q (59154.540000 sec): 3 clusters
  Score: Raw -1346093.337538 + Penalty 3074.477605 = -1343018.859932
  nChanged 155
		SP:Iteration 18Q (59154.720000 sec): 3 clusters
  Score: Raw -1346131.781178 + Penalty 3074.477605 = -1343057.303572
  nChanged 160
		SP:Iteration 19Q (59154.920000 sec): 3 clusters
  Score: Raw -1346169.934742 + Penalty 3074.477605 = -1343095.457137
  nChanged 143
		SP:Iteration 20F (59155.120000 sec): 3 clusters
  Score: Raw -1346203.357216 + Penalty 3074.477605 = -1343128.879611
  nChanged 127
		SP:Iteration 21Q (59155.310000 sec): 3 clusters
  Score: Raw -1346231.495611 + Penalty 3074.477605 = -1343157.018005
  nChanged 115
		SP:Iteration 22Q (59155.510000 sec): 3 clusters
  Score: Raw -1346257.581518 + Penalty 3074.477605 = -1343183.103913
  nChanged 120
		SP:Iteration 23Q (59155.700000 sec): 3 clusters
  Score: Raw -1346283.957725 + Penalty 3074.477605 = -1343209.480120
  nChanged 103
		SP:Iteration 24Q (59155.890000 sec): 3 clusters
  Score: Raw -1346305.763746 + Penalty 3074.477605 = -1343231.286141
  nChanged 101
		SP:Iteration 25Q (59156.090000 sec): 3 clusters
  Score: Raw -1346326.701939 + Penalty 3074.477605 = -1343252.224334
  nChanged 92
		SP:Iteration 26Q (59156.300000 sec): 3 clusters
  Score: Raw -1346346.262202 + Penalty 3074.477605 = -1343271.784597
  nChanged 100
		SP:Iteration 27Q (59156.480000 sec): 3 clusters
  Score: Raw -1346367.930746 + Penalty 3074.477605 = -1343293.453141
  nChanged 95
		SP:Iteration 28Q (59156.680000 sec): 3 clusters
  Score: Raw -1346389.550698 + Penalty 3074.477605 = -1343315.073093
  nChanged 99
		SP:Iteration 29Q (59156.860000 sec): 3 clusters
  Score: Raw -1346415.814553 + Penalty 3074.477605 = -1343341.336947
  nChanged 98
		SP:Iteration 30Q (59157.050000 sec): 3 clusters
  Score: Raw -1346438.480660 + Penalty 3074.477605 = -1343364.003055
  nChanged 86
		SP:Iteration 31Q (59157.260000 sec): 3 clusters
  Score: Raw -1346457.059939 + Penalty 3074.477605 = -1343382.582334
  nChanged 71
		SP:Iteration 32Q (59157.450000 sec): 3 clusters
  Score: Raw -1346472.778116 + Penalty 3074.477605 = -1343398.300511
  nChanged 65
		SP:Iteration 33Q (59157.630000 sec): 3 clusters
  Score: Raw -1346485.141186 + Penalty 3074.477605 = -1343410.663581
  nChanged 52
		SP:Iteration 34Q (59157.830000 sec): 3 clusters
  Score: Raw -1346494.563313 + Penalty 3074.477605 = -1343420.085708
  nChanged 53
		SP:Iteration 35Q (59158.030000 sec): 3 clusters
  Score: Raw -1346505.604707 + Penalty 3074.477605 = -1343431.127102
  nChanged 71
		SP:Iteration 36Q (59158.230000 sec): 3 clusters
  Score: Raw -1346523.007439 + Penalty 3074.477605 = -1343448.529834
  nChanged 65
		SP:Iteration 37Q (59158.410000 sec): 3 clusters
  Score: Raw -1346537.989374 + Penalty 3074.477605 = -1343463.511769
  nChanged 56
		SP:Iteration 38Q (59158.600000 sec): 3 clusters
  Score: Raw -1346550.704653 + Penalty 3074.477605 = -1343476.227048
  nChanged 59
		SP:Iteration 39Q (59158.810000 sec): 3 clusters
  Score: Raw -1346563.498242 + Penalty 3074.477605 = -1343489.020637
  nChanged 50
		SP:Iteration 40F (59159.000000 sec): 3 clusters
  Score: Raw -1346575.121533 + Penalty 3074.477605 = -1343500.643928
  nChanged 56
		SP:Iteration 41Q (59159.190000 sec): 3 clusters
  Score: Raw -1346587.748868 + Penalty 3074.477605 = -1343513.271262
  nChanged 46
		SP:Iteration 42Q (59159.380000 sec): 3 clusters
  Score: Raw -1346597.246071 + Penalty 3074.477605 = -1343522.768465
  nChanged 32
		SP:Iteration 43Q (59159.590000 sec): 3 clusters
  Score: Raw -1346603.220704 + Penalty 3074.477605 = -1343528.743099
  nChanged 29
		SP:Iteration 44Q (59159.760000 sec): 3 clusters
  Score: Raw -1346608.820609 + Penalty 3074.477605 = -1343534.343004
  nChanged 29
		SP:Iteration 45Q (59159.950000 sec): 3 clusters
  Score: Raw -1346614.566406 + Penalty 3074.477605 = -1343540.088801
  nChanged 30
		SP:Iteration 46Q (59160.140000 sec): 3 clusters
  Score: Raw -1346619.750062 + Penalty 3074.477605 = -1343545.272456
  nChanged 23
		SP:Iteration 47Q (59160.340000 sec): 3 clusters
  Score: Raw -1346623.956250 + Penalty 3074.477605 = -1343549.478645
  nChanged 24
		SP:Iteration 48Q (59160.540000 sec): 3 clusters
  Score: Raw -1346627.909826 + Penalty 3074.477605 = -1343553.432220
  nChanged 25
		SP:Iteration 49Q (59160.730000 sec): 3 clusters
  Score: Raw -1346631.975410 + Penalty 3074.477605 = -1343557.497805
  nChanged 19
		SP:Iteration 50Q (59160.910000 sec): 3 clusters
  Score: Raw -1346635.383966 + Penalty 3074.477605 = -1343560.906361
  nChanged 22
		SP:Iteration 51Q (59161.120000 sec): 3 clusters
  Score: Raw -1346639.224027 + Penalty 3074.477605 = -1343564.746422
  nChanged 21
		SP:Iteration 52Q (59161.300000 sec): 3 clusters
  Score: Raw -1346642.500760 + Penalty 3074.477605 = -1343568.023154
  nChanged 14
		SP:Iteration 53Q (59161.480000 sec): 3 clusters
  Score: Raw -1346644.714352 + Penalty 3074.477605 = -1343570.236747
  nChanged 8
		SP:Iteration 54Q (59161.670000 sec): 3 clusters
  Score: Raw -1346645.853737 + Penalty 3074.477605 = -1343571.376132
  nChanged 6
		SP:Iteration 55Q (59161.870000 sec): 3 clusters
  Score: Raw -1346646.652232 + Penalty 3074.477605 = -1343572.174627
  nChanged 8
		SP:Iteration 56Q (59162.050000 sec): 3 clusters
  Score: Raw -1346647.652839 + Penalty 3074.477605 = -1343573.175233
  nChanged 4
		SP:Iteration 57Q (59162.240000 sec): 3 clusters
  Score: Raw -1346648.129318 + Penalty 3074.477605 = -1343573.651712
  nChanged 4
		SP:Iteration 58Q (59162.450000 sec): 3 clusters
  Score: Raw -1346648.941334 + Penalty 3074.477605 = -1343574.463729
  nChanged 8
		SP:Iteration 59Q (59162.620000 sec): 3 clusters
  Score: Raw -1346649.983165 + Penalty 3074.477605 = -1343575.505559
  nChanged 7
		SP:Iteration 60F (59162.820000 sec): 3 clusters
  Score: Raw -1346651.170303 + Penalty 3074.477605 = -1343576.692698
  nChanged 11
		SP:Iteration 61Q (59163.010000 sec): 3 clusters
  Score: Raw -1346652.799128 + Penalty 3074.477605 = -1343578.321523
  nChanged 7
		SP:Iteration 62Q (59163.210000 sec): 3 clusters
  Score: Raw -1346653.636140 + Penalty 3074.477605 = -1343579.158535
  nChanged 5
		SP:Iteration 63Q (59163.390000 sec): 3 clusters
  Score: Raw -1346654.236828 + Penalty 3074.477605 = -1343579.759223
  nChanged 3
		SP:Iteration 64Q (59163.570000 sec): 3 clusters
  Score: Raw -1346654.851036 + Penalty 3074.477605 = -1343580.373430
  nChanged 6
		SP:Iteration 65Q (59163.750000 sec): 3 clusters
  Score: Raw -1346655.824242 + Penalty 3074.477605 = -1343581.346636
  nChanged 7
		SP:Iteration 66Q (59163.940000 sec): 3 clusters
  Score: Raw -1346656.778000 + Penalty 3074.477605 = -1343582.300394
  nChanged 7
		SP:Iteration 67Q (59164.130000 sec): 3 clusters
  Score: Raw -1346657.814879 + Penalty 3074.477605 = -1343583.337273
  nChanged 7
		SP:Iteration 68Q (59164.310000 sec): 3 clusters
  Score: Raw -1346659.317772 + Penalty 3074.477605 = -1343584.840166
  nChanged 14
		SP:Iteration 69Q (59164.520000 sec): 3 clusters
  Score: Raw -1346661.814291 + Penalty 3074.477605 = -1343587.336686
  nChanged 11
		SP:Iteration 70Q (59164.710000 sec): 3 clusters
  Score: Raw -1346663.944279 + Penalty 3074.477605 = -1343589.466674
  nChanged 9
		SP:Iteration 71Q (59164.890000 sec): 3 clusters
  Score: Raw -1346665.223148 + Penalty 3074.477605 = -1343590.745542
  nChanged 8
		SP:Iteration 72Q (59165.070000 sec): 3 clusters
  Score: Raw -1346666.641018 + Penalty 3074.477605 = -1343592.163412
  nChanged 9
		SP:Iteration 73Q (59165.270000 sec): 3 clusters
  Score: Raw -1346668.202736 + Penalty 3074.477605 = -1343593.725130
  nChanged 10
		SP:Iteration 74Q (59165.450000 sec): 3 clusters
  Score: Raw -1346670.074449 + Penalty 3074.477605 = -1343595.596844
  nChanged 11
		SP:Iteration 75Q (59165.630000 sec): 3 clusters
  Score: Raw -1346671.821369 + Penalty 3074.477605 = -1343597.343763
  nChanged 9
		SP:Iteration 76Q (59165.840000 sec): 3 clusters
  Score: Raw -1346673.160708 + Penalty 3074.477605 = -1343598.683102
  nChanged 9
		SP:Iteration 77Q (59166.030000 sec): 3 clusters
  Score: Raw -1346674.627594 + Penalty 3074.477605 = -1343600.149988
  nChanged 6
		SP:Iteration 78Q (59166.220000 sec): 3 clusters
  Score: Raw -1346675.529011 + Penalty 3074.477605 = -1343601.051406
  nChanged 7
		SP:Iteration 79Q (59166.400000 sec): 3 clusters
  Score: Raw -1346676.723507 + Penalty 3074.477605 = -1343602.245901
  nChanged 9
		SP:Iteration 80F (59166.620000 sec): 3 clusters
  Score: Raw -1346678.266436 + Penalty 3074.477605 = -1343603.788831
  nChanged 12
		SP:Iteration 81Q (59166.790000 sec): 3 clusters
  Score: Raw -1346680.184164 + Penalty 3074.477605 = -1343605.706558
  nChanged 6
		SP:Iteration 82Q (59166.980000 sec): 3 clusters
  Score: Raw -1346681.137019 + Penalty 3074.477605 = -1343606.659414
  nChanged 7
		SP:Iteration 83Q (59167.160000 sec): 3 clusters
  Score: Raw -1346682.392395 + Penalty 3074.477605 = -1343607.914790
  nChanged 9
		SP:Iteration 84Q (59167.360000 sec): 3 clusters
  Score: Raw -1346684.005285 + Penalty 3074.477605 = -1343609.527680
  nChanged 8
		SP:Iteration 85Q (59167.550000 sec): 3 clusters
  Score: Raw -1346685.526382 + Penalty 3074.477605 = -1343611.048776
  nChanged 14
		SP:Iteration 86Q (59167.730000 sec): 3 clusters
  Score: Raw -1346687.752422 + Penalty 3074.477605 = -1343613.274817
  nChanged 5
		SP:Iteration 87Q (59167.940000 sec): 3 clusters
  Score: Raw -1346688.483061 + Penalty 3074.477605 = -1343614.005455
  nChanged 4
		SP:Iteration 88Q (59168.110000 sec): 3 clusters
  Score: Raw -1346689.047462 + Penalty 3074.477605 = -1343614.569856
  nChanged 2
		SP:Iteration 89Q (59168.300000 sec): 3 clusters
  Score: Raw -1346689.282255 + Penalty 3074.477605 = -1343614.804649
  nChanged 2
		SP:Iteration 90Q (59168.480000 sec): 3 clusters
  Score: Raw -1346689.518187 + Penalty 3074.477605 = -1343615.040581
  nChanged 5
		SP:Iteration 91Q (59168.680000 sec): 3 clusters
  Score: Raw -1346690.292415 + Penalty 3074.477605 = -1343615.814810
  nChanged 5
		SP:Iteration 92Q (59168.860000 sec): 3 clusters
  Score: Raw -1346691.088157 + Penalty 3074.477605 = -1343616.610552
  nChanged 7
		SP:Iteration 93Q (59169.050000 sec): 3 clusters
  Score: Raw -1346692.239966 + Penalty 3074.477605 = -1343617.762360
  nChanged 4
		SP:Iteration 94Q (59169.260000 sec): 3 clusters
  Score: Raw -1346692.738569 + Penalty 3074.477605 = -1343618.260964
  nChanged 2
		SP:Iteration 95Q (59169.440000 sec): 3 clusters
  Score: Raw -1346692.947351 + Penalty 3074.477605 = -1343618.469746
  nChanged 4
		SP:Iteration 96Q (59169.620000 sec): 3 clusters
  Score: Raw -1346693.634499 + Penalty 3074.477605 = -1343619.156894
  nChanged 7
		SP:Iteration 97Q (59169.810000 sec): 3 clusters
  Score: Raw -1346694.821137 + Penalty 3074.477605 = -1343620.343532
  nChanged 11
		SP:Iteration 98Q (59170.010000 sec): 3 clusters
  Score: Raw -1346696.512286 + Penalty 3074.477605 = -1343622.034681
  nChanged 5
		SP:Iteration 99Q (59170.190000 sec): 3 clusters
  Score: Raw -1346697.104828 + Penalty 3074.477605 = -1343622.627223
  nChanged 6
		SP:Iteration 100F (59170.390000 sec): 3 clusters
  Score: Raw -1346698.012582 + Penalty 3074.477605 = -1343623.534976
  nChanged 4
		SP:Iteration 101Q (59170.570000 sec): 3 clusters
  Score: Raw -1346698.465190 + Penalty 3074.477605 = -1343623.987585
  nChanged 2
		SP:Iteration 102Q (59170.760000 sec): 3 clusters
  Score: Raw -1346698.691679 + Penalty 3074.477605 = -1343624.214073
  nChanged 2
		SP:Iteration 103Q (59170.940000 sec): 3 clusters
  Score: Raw -1346698.948487 + Penalty 3074.477605 = -1343624.470881
  nChanged 1
		SP:Iteration 104Q (59171.130000 sec): 3 clusters
  Score: Raw -1346699.040465 + Penalty 3074.477605 = -1343624.562860
  nChanged 0
		SP:Iteration 105F (59171.340000 sec): 3 clusters
  Score: Raw -1346699.040465 + Penalty 3074.477605 = -1343624.562860
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59171.400000 sec): 2 clusters
  Score: Raw -107870.630893 + Penalty 1160.194805 = -106710.436089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59171.430000 sec): 3 clusters
  Score: Raw -107487.582869 + Penalty 2320.389609 = -105167.193260
  nChanged 404
		SP:Iteration 1F (59171.460000 sec): 3 clusters
  Score: Raw -107880.878774 + Penalty 2320.389609 = -105560.489164
  nChanged 97
		SP:Iteration 2F (59171.490000 sec): 3 clusters
  Score: Raw -107990.543910 + Penalty 2320.389609 = -105670.154301
  nChanged 61
		SP:Iteration 3Q (59171.520000 sec): 3 clusters
  Score: Raw -108083.515529 + Penalty 2320.389609 = -105763.125920
  nChanged 68
		SP:Iteration 4F (59171.540000 sec): 3 clusters
  Score: Raw -108197.304577 + Penalty 2320.389609 = -105876.914968
  nChanged 63
		SP:Iteration 5Q (59171.570000 sec): 3 clusters
  Score: Raw -108284.923628 + Penalty 2320.389609 = -105964.534019
  nChanged 50
		SP:Iteration 6Q (59171.600000 sec): 3 clusters
  Score: Raw -108346.626407 + Penalty 2320.389609 = -106026.236798
  nChanged 42
		SP:Iteration 7Q (59171.620000 sec): 3 clusters
  Score: Raw -108401.823363 + Penalty 2320.389609 = -106081.433754
  nChanged 30
		SP:Iteration 8Q (59171.640000 sec): 3 clusters
  Score: Raw -108441.466329 + Penalty 2320.389609 = -106121.076720
  nChanged 31
		SP:Iteration 9Q (59171.670000 sec): 3 clusters
  Score: Raw -108480.594024 + Penalty 2320.389609 = -106160.204415
  nChanged 19
		SP:Iteration 10Q (59171.690000 sec): 3 clusters
  Score: Raw -108507.125463 + Penalty 2320.389609 = -106186.735854
  nChanged 22
		SP:Iteration 11Q (59171.720000 sec): 3 clusters
  Score: Raw -108532.639628 + Penalty 2320.389609 = -106212.250019
  nChanged 17
		SP:Iteration 12Q (59171.740000 sec): 3 clusters
  Score: Raw -108550.451709 + Penalty 2320.389609 = -106230.062099
  nChanged 12
		SP:Iteration 13Q (59171.770000 sec): 3 clusters
  Score: Raw -108569.031488 + Penalty 2320.389609 = -106248.641879
  nChanged 14
		SP:Iteration 14Q (59171.790000 sec): 3 clusters
  Score: Raw -108587.337708 + Penalty 2320.389609 = -106266.948099
  nChanged 12
		SP:Iteration 15Q (59171.820000 sec): 3 clusters
  Score: Raw -108601.278460 + Penalty 2320.389609 = -106280.888851
  nChanged 16
		SP:Iteration 16Q (59171.840000 sec): 3 clusters
  Score: Raw -108621.578286 + Penalty 2320.389609 = -106301.188676
  nChanged 14
		SP:Iteration 17Q (59171.860000 sec): 3 clusters
  Score: Raw -108638.078294 + Penalty 2320.389609 = -106317.688685
  nChanged 4
		SP:Iteration 18Q (59171.890000 sec): 3 clusters
  Score: Raw -108643.217088 + Penalty 2320.389609 = -106322.827479
  nChanged 8
		SP:Iteration 19Q (59171.910000 sec): 3 clusters
  Score: Raw -108650.940837 + Penalty 2320.389609 = -106330.551228
  nChanged 9
		SP:Iteration 20F (59171.940000 sec): 3 clusters
  Score: Raw -108659.870107 + Penalty 2320.389609 = -106339.480498
  nChanged 7
		SP:Iteration 21Q (59171.960000 sec): 3 clusters
  Score: Raw -108665.572326 + Penalty 2320.389609 = -106345.182717
  nChanged 4
		SP:Iteration 22Q (59171.980000 sec): 3 clusters
  Score: Raw -108670.230979 + Penalty 2320.389609 = -106349.841369
  nChanged 5
		SP:Iteration 23Q (59172.010000 sec): 3 clusters
  Score: Raw -108675.955961 + Penalty 2320.389609 = -106355.566352
  nChanged 6
		SP:Iteration 24Q (59172.030000 sec): 3 clusters
  Score: Raw -108685.248734 + Penalty 2320.389609 = -106364.859125
  nChanged 10
		SP:Iteration 25Q (59172.060000 sec): 3 clusters
  Score: Raw -108699.718688 + Penalty 2320.389609 = -106379.329079
  nChanged 8
		SP:Iteration 26Q (59172.080000 sec): 3 clusters
  Score: Raw -108719.688179 + Penalty 2320.389609 = -106399.298570
  nChanged 11
		SP:Iteration 27Q (59172.100000 sec): 3 clusters
  Score: Raw -108738.366366 + Penalty 2320.389609 = -106417.976757
  nChanged 7
		SP:Iteration 28Q (59172.130000 sec): 3 clusters
  Score: Raw -108746.398445 + Penalty 2320.389609 = -106426.008835
  nChanged 7
		SP:Iteration 29Q (59172.150000 sec): 3 clusters
  Score: Raw -108756.798228 + Penalty 2320.389609 = -106436.408619
  nChanged 6
		SP:Iteration 30Q (59172.180000 sec): 3 clusters
  Score: Raw -108763.672994 + Penalty 2320.389609 = -106443.283385
  nChanged 3
		SP:Iteration 31Q (59172.200000 sec): 3 clusters
  Score: Raw -108766.290373 + Penalty 2320.389609 = -106445.900764
  nChanged 0
		SP:Iteration 32F (59172.230000 sec): 3 clusters
  Score: Raw -108766.290373 + Penalty 2320.389609 = -106445.900764
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (6430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59172.320000 sec): 2 clusters
  Score: Raw -654515.502463 + Penalty 1424.918595 = -653090.583868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59172.480000 sec): 3 clusters
  Score: Raw -651062.225763 + Penalty 2849.837191 = -648212.388573
  nChanged 2655
		SP:Iteration 1F (59172.590000 sec): 3 clusters
  Score: Raw -652542.552443 + Penalty 2849.837191 = -649692.715252
  nChanged 441
		SP:Iteration 2F (59172.700000 sec): 3 clusters
  Score: Raw -652806.887454 + Penalty 2849.837191 = -649957.050263
  nChanged 385
		SP:Iteration 3F (59172.800000 sec): 3 clusters
  Score: Raw -653051.610647 + Penalty 2849.837191 = -650201.773456
  nChanged 373
		SP:Iteration 4F (59172.910000 sec): 3 clusters
  Score: Raw -653306.496871 + Penalty 2849.837191 = -650456.659680
  nChanged 371
		SP:Iteration 5F (59173.010000 sec): 3 clusters
  Score: Raw -653622.541712 + Penalty 2849.837191 = -650772.704521
  nChanged 401
		SP:Iteration 6F (59173.130000 sec): 3 clusters
  Score: Raw -654013.658840 + Penalty 2849.837191 = -651163.821649
  nChanged 380
		SP:Iteration 7F (59173.230000 sec): 3 clusters
  Score: Raw -654401.539261 + Penalty 2849.837191 = -651551.702070
  nChanged 347
		SP:Iteration 8F (59173.340000 sec): 3 clusters
  Score: Raw -654790.596713 + Penalty 2849.837191 = -651940.759522
  nChanged 287
		SP:Iteration 9Q (59173.450000 sec): 3 clusters
  Score: Raw -655116.095700 + Penalty 2849.837191 = -652266.258510
  nChanged 219
		SP:Iteration 10Q (59173.560000 sec): 3 clusters
  Score: Raw -655332.737117 + Penalty 2849.837191 = -652482.899926
  nChanged 161
		SP:Iteration 11Q (59173.660000 sec): 3 clusters
  Score: Raw -655478.662745 + Penalty 2849.837191 = -652628.825554
  nChanged 119
		SP:Iteration 12Q (59173.770000 sec): 3 clusters
  Score: Raw -655552.394781 + Penalty 2849.837191 = -652702.557590
  nChanged 78
		SP:Iteration 13Q (59173.880000 sec): 3 clusters
  Score: Raw -655594.376696 + Penalty 2849.837191 = -652744.539506
  nChanged 69
		SP:Iteration 14Q (59173.990000 sec): 3 clusters
  Score: Raw -655630.692239 + Penalty 2849.837191 = -652780.855048
  nChanged 48
		SP:Iteration 15Q (59174.090000 sec): 3 clusters
  Score: Raw -655656.713882 + Penalty 2849.837191 = -652806.876692
  nChanged 48
		SP:Iteration 16Q (59174.200000 sec): 3 clusters
  Score: Raw -655681.538322 + Penalty 2849.837191 = -652831.701131
  nChanged 36
		SP:Iteration 17Q (59174.300000 sec): 3 clusters
  Score: Raw -655702.545684 + Penalty 2849.837191 = -652852.708493
  nChanged 27
		SP:Iteration 18Q (59174.410000 sec): 3 clusters
  Score: Raw -655712.634021 + Penalty 2849.837191 = -652862.796831
  nChanged 27
		SP:Iteration 19Q (59174.520000 sec): 3 clusters
  Score: Raw -655722.514928 + Penalty 2849.837191 = -652872.677737
  nChanged 27
		SP:Iteration 20F (59174.630000 sec): 3 clusters
  Score: Raw -655730.639565 + Penalty 2849.837191 = -652880.802375
  nChanged 19
		SP:Iteration 21Q (59174.730000 sec): 3 clusters
  Score: Raw -655736.876771 + Penalty 2849.837191 = -652887.039580
  nChanged 17
		SP:Iteration 22Q (59174.840000 sec): 3 clusters
  Score: Raw -655744.325981 + Penalty 2849.837191 = -652894.488790
  nChanged 15
		SP:Iteration 23Q (59174.950000 sec): 3 clusters
  Score: Raw -655749.182810 + Penalty 2849.837191 = -652899.345620
  nChanged 13
		SP:Iteration 24Q (59175.050000 sec): 3 clusters
  Score: Raw -655752.405112 + Penalty 2849.837191 = -652902.567922
  nChanged 6
		SP:Iteration 25Q (59175.150000 sec): 3 clusters
  Score: Raw -655753.543353 + Penalty 2849.837191 = -652903.706163
  nChanged 4
		SP:Iteration 26Q (59175.250000 sec): 3 clusters
  Score: Raw -655754.158419 + Penalty 2849.837191 = -652904.321228
  nChanged 6
		SP:Iteration 27Q (59175.360000 sec): 3 clusters
  Score: Raw -655755.407684 + Penalty 2849.837191 = -652905.570494
  nChanged 5
		SP:Iteration 28Q (59175.460000 sec): 3 clusters
  Score: Raw -655756.505819 + Penalty 2849.837191 = -652906.668629
  nChanged 2
		SP:Iteration 29Q (59175.570000 sec): 3 clusters
  Score: Raw -655756.990152 + Penalty 2849.837191 = -652907.152961
  nChanged 2
		SP:Iteration 30Q (59175.670000 sec): 3 clusters
  Score: Raw -655757.653384 + Penalty 2849.837191 = -652907.816193
  nChanged 3
		SP:Iteration 31Q (59175.790000 sec): 3 clusters
  Score: Raw -655758.169160 + Penalty 2849.837191 = -652908.331969
  nChanged 1
		SP:Iteration 32Q (59175.890000 sec): 3 clusters
  Score: Raw -655758.311480 + Penalty 2849.837191 = -652908.474290
  nChanged 1
		SP:Iteration 33Q (59175.990000 sec): 3 clusters
  Score: Raw -655758.451494 + Penalty 2849.837191 = -652908.614304
  nChanged 0
		SP:Iteration 34F (59176.100000 sec): 3 clusters
  Score: Raw -655758.451494 + Penalty 2849.837191 = -652908.614304
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59176.160000 sec): 2 clusters
  Score: Raw -182084.209390 + Penalty 1225.609688 = -180858.599702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59176.200000 sec): 3 clusters
  Score: Raw -181265.146218 + Penalty 2451.219376 = -178813.926842
  nChanged 691
		SP:Iteration 1F (59176.240000 sec): 3 clusters
  Score: Raw -181723.838723 + Penalty 2451.219376 = -179272.619348
  nChanged 152
		SP:Iteration 2F (59176.270000 sec): 3 clusters
  Score: Raw -181833.209686 + Penalty 2451.219376 = -179381.990311
  nChanged 83
		SP:Iteration 3Q (59176.310000 sec): 3 clusters
  Score: Raw -181877.562729 + Penalty 2451.219376 = -179426.343353
  nChanged 45
		SP:Iteration 4Q (59176.350000 sec): 3 clusters
  Score: Raw -181897.683072 + Penalty 2451.219376 = -179446.463697
  nChanged 22
		SP:Iteration 5Q (59176.390000 sec): 3 clusters
  Score: Raw -181908.189882 + Penalty 2451.219376 = -179456.970507
  nChanged 16
		SP:Iteration 6Q (59176.430000 sec): 3 clusters
  Score: Raw -181919.078109 + Penalty 2451.219376 = -179467.858733
  nChanged 15
		SP:Iteration 7Q (59176.470000 sec): 3 clusters
  Score: Raw -181928.444758 + Penalty 2451.219376 = -179477.225382
  nChanged 19
		SP:Iteration 8Q (59176.510000 sec): 3 clusters
  Score: Raw -181938.930299 + Penalty 2451.219376 = -179487.710923
  nChanged 13
		SP:Iteration 9Q (59176.550000 sec): 3 clusters
  Score: Raw -181946.674693 + Penalty 2451.219376 = -179495.455317
  nChanged 19
		SP:Iteration 10Q (59176.590000 sec): 3 clusters
  Score: Raw -181957.324709 + Penalty 2451.219376 = -179506.105334
  nChanged 13
		SP:Iteration 11Q (59176.630000 sec): 3 clusters
  Score: Raw -181963.333872 + Penalty 2451.219376 = -179512.114497
  nChanged 11
		SP:Iteration 12Q (59176.670000 sec): 3 clusters
  Score: Raw -181968.767135 + Penalty 2451.219376 = -179517.547760
  nChanged 14
		SP:Iteration 13Q (59176.700000 sec): 3 clusters
  Score: Raw -181974.895855 + Penalty 2451.219376 = -179523.676479
  nChanged 15
		SP:Iteration 14Q (59176.740000 sec): 3 clusters
  Score: Raw -181985.180858 + Penalty 2451.219376 = -179533.961483
  nChanged 21
		SP:Iteration 15Q (59176.780000 sec): 3 clusters
  Score: Raw -181998.883974 + Penalty 2451.219376 = -179547.664598
  nChanged 26
		SP:Iteration 16Q (59176.810000 sec): 3 clusters
  Score: Raw -182012.830753 + Penalty 2451.219376 = -179561.611377
  nChanged 15
		SP:Iteration 17Q (59176.850000 sec): 3 clusters
  Score: Raw -182024.095552 + Penalty 2451.219376 = -179572.876177
  nChanged 16
		SP:Iteration 18Q (59176.890000 sec): 3 clusters
  Score: Raw -182032.134853 + Penalty 2451.219376 = -179580.915478
  nChanged 15
		SP:Iteration 19Q (59176.930000 sec): 3 clusters
  Score: Raw -182041.197339 + Penalty 2451.219376 = -179589.977964
  nChanged 11
		SP:Iteration 20F (59176.970000 sec): 3 clusters
  Score: Raw -182047.202625 + Penalty 2451.219376 = -179595.983250
  nChanged 15
		SP:Iteration 21Q (59177.000000 sec): 3 clusters
  Score: Raw -182055.285539 + Penalty 2451.219376 = -179604.066163
  nChanged 12
		SP:Iteration 22Q (59177.040000 sec): 3 clusters
  Score: Raw -182061.488786 + Penalty 2451.219376 = -179610.269410
  nChanged 12
		SP:Iteration 23Q (59177.080000 sec): 3 clusters
  Score: Raw -182069.201222 + Penalty 2451.219376 = -179617.981847
  nChanged 12
		SP:Iteration 24Q (59177.120000 sec): 3 clusters
  Score: Raw -182076.630048 + Penalty 2451.219376 = -179625.410672
  nChanged 5
		SP:Iteration 25Q (59177.150000 sec): 3 clusters
  Score: Raw -182079.410449 + Penalty 2451.219376 = -179628.191073
  nChanged 3
		SP:Iteration 26Q (59177.190000 sec): 3 clusters
  Score: Raw -182080.563674 + Penalty 2451.219376 = -179629.344299
  nChanged 3
		SP:Iteration 27Q (59177.230000 sec): 3 clusters
  Score: Raw -182081.976828 + Penalty 2451.219376 = -179630.757452
  nChanged 2
		SP:Iteration 28Q (59177.270000 sec): 3 clusters
  Score: Raw -182082.895070 + Penalty 2451.219376 = -179631.675695
  nChanged 2
		SP:Iteration 29Q (59177.310000 sec): 3 clusters
  Score: Raw -182083.436675 + Penalty 2451.219376 = -179632.217299
  nChanged 1
		SP:Iteration 30Q (59177.340000 sec): 3 clusters
  Score: Raw -182083.756756 + Penalty 2451.219376 = -179632.537381
  nChanged 0
		SP:Iteration 31F (59177.380000 sec): 3 clusters
  Score: Raw -182083.756756 + Penalty 2451.219376 = -179632.537381
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (7256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59177.470000 sec): 2 clusters
  Score: Raw -614905.652143 + Penalty 1444.557399 = -613461.094744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59177.620000 sec): 3 clusters
  Score: Raw -611000.086415 + Penalty 2889.114797 = -608110.971617
  nChanged 3091
		SP:Iteration 1F (59177.730000 sec): 3 clusters
  Score: Raw -612939.281412 + Penalty 2889.114797 = -610050.166615
  nChanged 557
		SP:Iteration 2F (59177.850000 sec): 3 clusters
  Score: Raw -613267.405874 + Penalty 2889.114797 = -610378.291077
  nChanged 443
		SP:Iteration 3F (59177.960000 sec): 3 clusters
  Score: Raw -613541.311114 + Penalty 2889.114797 = -610652.196317
  nChanged 385
		SP:Iteration 4F (59178.070000 sec): 3 clusters
  Score: Raw -613760.448050 + Penalty 2889.114797 = -610871.333253
  nChanged 317
		SP:Iteration 5Q (59178.190000 sec): 3 clusters
  Score: Raw -613952.681383 + Penalty 2889.114797 = -611063.566586
  nChanged 315
		SP:Iteration 6Q (59178.310000 sec): 3 clusters
  Score: Raw -614138.258677 + Penalty 2889.114797 = -611249.143879
  nChanged 257
		SP:Iteration 7Q (59178.420000 sec): 3 clusters
  Score: Raw -614259.343510 + Penalty 2889.114797 = -611370.228713
  nChanged 194
		SP:Iteration 8Q (59178.540000 sec): 3 clusters
  Score: Raw -614341.362476 + Penalty 2889.114797 = -611452.247679
  nChanged 161
		SP:Iteration 9Q (59178.660000 sec): 3 clusters
  Score: Raw -614407.560066 + Penalty 2889.114797 = -611518.445269
  nChanged 141
		SP:Iteration 10Q (59178.770000 sec): 3 clusters
  Score: Raw -614464.524093 + Penalty 2889.114797 = -611575.409296
  nChanged 120
		SP:Iteration 11Q (59178.890000 sec): 3 clusters
  Score: Raw -614507.795818 + Penalty 2889.114797 = -611618.681020
  nChanged 107
		SP:Iteration 12Q (59179.070000 sec): 3 clusters
  Score: Raw -614549.286205 + Penalty 2889.114797 = -611660.171408
  nChanged 103
		SP:Iteration 13Q (59179.270000 sec): 3 clusters
  Score: Raw -614596.338281 + Penalty 2889.114797 = -611707.223483
  nChanged 97
		SP:Iteration 14Q (59179.470000 sec): 3 clusters
  Score: Raw -614629.784767 + Penalty 2889.114797 = -611740.669970
  nChanged 62
		SP:Iteration 15Q (59179.680000 sec): 3 clusters
  Score: Raw -614651.501929 + Penalty 2889.114797 = -611762.387132
  nChanged 64
		SP:Iteration 16Q (59179.880000 sec): 3 clusters
  Score: Raw -614671.014550 + Penalty 2889.114797 = -611781.899753
  nChanged 49
		SP:Iteration 17Q (59180.080000 sec): 3 clusters
  Score: Raw -614688.264610 + Penalty 2889.114797 = -611799.149813
  nChanged 50
		SP:Iteration 18Q (59180.280000 sec): 3 clusters
  Score: Raw -614705.252869 + Penalty 2889.114797 = -611816.138071
  nChanged 59
		SP:Iteration 19Q (59180.390000 sec): 3 clusters
  Score: Raw -614720.944535 + Penalty 2889.114797 = -611831.829738
  nChanged 38
		SP:Iteration 20F (59180.510000 sec): 3 clusters
  Score: Raw -614732.709918 + Penalty 2889.114797 = -611843.595121
  nChanged 44
		SP:Iteration 21Q (59180.620000 sec): 3 clusters
  Score: Raw -614747.679281 + Penalty 2889.114797 = -611858.564484
  nChanged 52
		SP:Iteration 22Q (59180.730000 sec): 3 clusters
  Score: Raw -614767.029812 + Penalty 2889.114797 = -611877.915015
  nChanged 48
		SP:Iteration 23Q (59180.850000 sec): 3 clusters
  Score: Raw -614780.418581 + Penalty 2889.114797 = -611891.303784
  nChanged 43
		SP:Iteration 24Q (59180.960000 sec): 3 clusters
  Score: Raw -614797.146880 + Penalty 2889.114797 = -611908.032083
  nChanged 47
		SP:Iteration 25Q (59181.070000 sec): 3 clusters
  Score: Raw -614812.506086 + Penalty 2889.114797 = -611923.391289
  nChanged 48
		SP:Iteration 26Q (59181.190000 sec): 3 clusters
  Score: Raw -614831.148162 + Penalty 2889.114797 = -611942.033364
  nChanged 39
		SP:Iteration 27Q (59181.300000 sec): 3 clusters
  Score: Raw -614842.524666 + Penalty 2889.114797 = -611953.409869
  nChanged 29
		SP:Iteration 28Q (59181.410000 sec): 3 clusters
  Score: Raw -614851.958870 + Penalty 2889.114797 = -611962.844073
  nChanged 30
		SP:Iteration 29Q (59181.520000 sec): 3 clusters
  Score: Raw -614863.825401 + Penalty 2889.114797 = -611974.710604
  nChanged 31
		SP:Iteration 30Q (59181.630000 sec): 3 clusters
  Score: Raw -614870.826056 + Penalty 2889.114797 = -611981.711259
  nChanged 25
		SP:Iteration 31Q (59181.750000 sec): 3 clusters
  Score: Raw -614878.556913 + Penalty 2889.114797 = -611989.442116
  nChanged 28
		SP:Iteration 32Q (59181.860000 sec): 3 clusters
  Score: Raw -614884.660571 + Penalty 2889.114797 = -611995.545773
  nChanged 24
		SP:Iteration 33Q (59181.980000 sec): 3 clusters
  Score: Raw -614889.884283 + Penalty 2889.114797 = -612000.769486
  nChanged 17
		SP:Iteration 34Q (59182.100000 sec): 3 clusters
  Score: Raw -614893.735199 + Penalty 2889.114797 = -612004.620402
  nChanged 17
		SP:Iteration 35Q (59182.220000 sec): 3 clusters
  Score: Raw -614896.956967 + Penalty 2889.114797 = -612007.842169
  nChanged 18
		SP:Iteration 36Q (59182.350000 sec): 3 clusters
  Score: Raw -614900.001042 + Penalty 2889.114797 = -612010.886244
  nChanged 15
		SP:Iteration 37Q (59182.470000 sec): 3 clusters
  Score: Raw -614903.001519 + Penalty 2889.114797 = -612013.886721
  nChanged 15
		SP:Iteration 38Q (59182.600000 sec): 3 clusters
  Score: Raw -614904.972432 + Penalty 2889.114797 = -612015.857634
  nChanged 5
		SP:Iteration 39Q (59182.720000 sec): 3 clusters
  Score: Raw -614905.515082 + Penalty 2889.114797 = -612016.400285
  nChanged 1
		SP:Iteration 40F (59182.850000 sec): 3 clusters
  Score: Raw -614905.905904 + Penalty 2889.114797 = -612016.791107
  nChanged 3
		SP:Iteration 41Q (59182.980000 sec): 3 clusters
  Score: Raw -614906.179708 + Penalty 2889.114797 = -612017.064911
  nChanged 1
		SP:Iteration 42Q (59183.110000 sec): 3 clusters
  Score: Raw -614906.270452 + Penalty 2889.114797 = -612017.155654
  nChanged 3
		SP:Iteration 43Q (59183.230000 sec): 3 clusters
  Score: Raw -614906.726553 + Penalty 2889.114797 = -612017.611755
  nChanged 5
		SP:Iteration 44Q (59183.360000 sec): 3 clusters
  Score: Raw -614907.509908 + Penalty 2889.114797 = -612018.395110
  nChanged 4
		SP:Iteration 45Q (59183.490000 sec): 3 clusters
  Score: Raw -614908.298765 + Penalty 2889.114797 = -612019.183967
  nChanged 5
		SP:Iteration 46Q (59183.610000 sec): 3 clusters
  Score: Raw -614909.558432 + Penalty 2889.114797 = -612020.443634
  nChanged 6
		SP:Iteration 47Q (59183.740000 sec): 3 clusters
  Score: Raw -614910.577140 + Penalty 2889.114797 = -612021.462342
  nChanged 4
		SP:Iteration 48Q (59183.870000 sec): 3 clusters
  Score: Raw -614911.445265 + Penalty 2889.114797 = -612022.330468
  nChanged 7
		SP:Iteration 49Q (59183.990000 sec): 3 clusters
  Score: Raw -614913.059682 + Penalty 2889.114797 = -612023.944885
  nChanged 11
		SP:Iteration 50Q (59184.120000 sec): 3 clusters
  Score: Raw -614915.135051 + Penalty 2889.114797 = -612026.020254
  nChanged 12
		SP:Iteration 51Q (59184.240000 sec): 3 clusters
  Score: Raw -614917.625507 + Penalty 2889.114797 = -612028.510710
  nChanged 18
		SP:Iteration 52Q (59184.370000 sec): 3 clusters
  Score: Raw -614922.199634 + Penalty 2889.114797 = -612033.084836
  nChanged 19
		SP:Iteration 53Q (59184.500000 sec): 3 clusters
  Score: Raw -614927.400191 + Penalty 2889.114797 = -612038.285394
  nChanged 22
		SP:Iteration 54Q (59184.620000 sec): 3 clusters
  Score: Raw -614931.690196 + Penalty 2889.114797 = -612042.575398
  nChanged 14
		SP:Iteration 55Q (59184.750000 sec): 3 clusters
  Score: Raw -614934.179751 + Penalty 2889.114797 = -612045.064954
  nChanged 10
		SP:Iteration 56Q (59184.880000 sec): 3 clusters
  Score: Raw -614937.048659 + Penalty 2889.114797 = -612047.933862
  nChanged 15
		SP:Iteration 57Q (59185.000000 sec): 3 clusters
  Score: Raw -614940.682764 + Penalty 2889.114797 = -612051.567967
  nChanged 19
		SP:Iteration 58Q (59185.130000 sec): 3 clusters
  Score: Raw -614945.985389 + Penalty 2889.114797 = -612056.870592
  nChanged 20
		SP:Iteration 59Q (59185.260000 sec): 3 clusters
  Score: Raw -614952.398073 + Penalty 2889.114797 = -612063.283275
  nChanged 21
		SP:Iteration 60F (59185.380000 sec): 3 clusters
  Score: Raw -614958.978625 + Penalty 2889.114797 = -612069.863828
  nChanged 28
		SP:Iteration 61Q (59185.510000 sec): 3 clusters
  Score: Raw -614966.995010 + Penalty 2889.114797 = -612077.880213
  nChanged 32
		SP:Iteration 62Q (59185.630000 sec): 3 clusters
  Score: Raw -614979.815881 + Penalty 2889.114797 = -612090.701083
  nChanged 29
		SP:Iteration 63Q (59185.760000 sec): 3 clusters
  Score: Raw -614991.356073 + Penalty 2889.114797 = -612102.241276
  nChanged 33
		SP:Iteration 64Q (59185.890000 sec): 3 clusters
  Score: Raw -615001.893871 + Penalty 2889.114797 = -612112.779074
  nChanged 33
		SP:Iteration 65Q (59186.010000 sec): 3 clusters
  Score: Raw -615011.014992 + Penalty 2889.114797 = -612121.900195
  nChanged 28
		SP:Iteration 66Q (59186.140000 sec): 3 clusters
  Score: Raw -615019.340202 + Penalty 2889.114797 = -612130.225405
  nChanged 29
		SP:Iteration 67Q (59186.270000 sec): 3 clusters
  Score: Raw -615028.371410 + Penalty 2889.114797 = -612139.256613
  nChanged 36
		SP:Iteration 68Q (59186.390000 sec): 3 clusters
  Score: Raw -615042.089267 + Penalty 2889.114797 = -612152.974469
  nChanged 23
		SP:Iteration 69Q (59186.520000 sec): 3 clusters
  Score: Raw -615048.275222 + Penalty 2889.114797 = -612159.160425
  nChanged 17
		SP:Iteration 70Q (59186.640000 sec): 3 clusters
  Score: Raw -615052.409596 + Penalty 2889.114797 = -612163.294799
  nChanged 14
		SP:Iteration 71Q (59186.770000 sec): 3 clusters
  Score: Raw -615056.377607 + Penalty 2889.114797 = -612167.262810
  nChanged 21
		SP:Iteration 72Q (59186.890000 sec): 3 clusters
  Score: Raw -615062.568522 + Penalty 2889.114797 = -612173.453724
  nChanged 16
		SP:Iteration 73Q (59187.020000 sec): 3 clusters
  Score: Raw -615068.226367 + Penalty 2889.114797 = -612179.111570
  nChanged 21
		SP:Iteration 74Q (59187.140000 sec): 3 clusters
  Score: Raw -615074.716880 + Penalty 2889.114797 = -612185.602083
  nChanged 15
		SP:Iteration 75Q (59187.260000 sec): 3 clusters
  Score: Raw -615078.293144 + Penalty 2889.114797 = -612189.178347
  nChanged 12
		SP:Iteration 76Q (59187.390000 sec): 3 clusters
  Score: Raw -615080.941630 + Penalty 2889.114797 = -612191.826833
  nChanged 12
		SP:Iteration 77Q (59187.510000 sec): 3 clusters
  Score: Raw -615084.448809 + Penalty 2889.114797 = -612195.334012
  nChanged 14
		SP:Iteration 78Q (59187.630000 sec): 3 clusters
  Score: Raw -615088.236782 + Penalty 2889.114797 = -612199.121984
  nChanged 15
		SP:Iteration 79Q (59187.750000 sec): 3 clusters
  Score: Raw -615092.907392 + Penalty 2889.114797 = -612203.792594
  nChanged 16
		SP:Iteration 80F (59187.880000 sec): 3 clusters
  Score: Raw -615098.396881 + Penalty 2889.114797 = -612209.282084
  nChanged 20
		SP:Iteration 81Q (59188.000000 sec): 3 clusters
  Score: Raw -615103.894370 + Penalty 2889.114797 = -612214.779573
  nChanged 20
		SP:Iteration 82Q (59188.130000 sec): 3 clusters
  Score: Raw -615111.934857 + Penalty 2889.114797 = -612222.820059
  nChanged 25
		SP:Iteration 83Q (59188.250000 sec): 3 clusters
  Score: Raw -615120.819298 + Penalty 2889.114797 = -612231.704501
  nChanged 21
		SP:Iteration 84Q (59188.370000 sec): 3 clusters
  Score: Raw -615127.492995 + Penalty 2889.114797 = -612238.378198
  nChanged 20
		SP:Iteration 85Q (59188.490000 sec): 3 clusters
  Score: Raw -615136.966090 + Penalty 2889.114797 = -612247.851293
  nChanged 23
		SP:Iteration 86Q (59188.610000 sec): 3 clusters
  Score: Raw -615146.504833 + Penalty 2889.114797 = -612257.390036
  nChanged 27
		SP:Iteration 87Q (59188.740000 sec): 3 clusters
  Score: Raw -615156.921562 + Penalty 2889.114797 = -612267.806765
  nChanged 30
		SP:Iteration 88Q (59188.860000 sec): 3 clusters
  Score: Raw -615168.222124 + Penalty 2889.114797 = -612279.107327
  nChanged 23
		SP:Iteration 89Q (59188.990000 sec): 3 clusters
  Score: Raw -615176.067644 + Penalty 2889.114797 = -612286.952846
  nChanged 20
		SP:Iteration 90Q (59189.110000 sec): 3 clusters
  Score: Raw -615183.446463 + Penalty 2889.114797 = -612294.331665
  nChanged 20
		SP:Iteration 91Q (59189.230000 sec): 3 clusters
  Score: Raw -615192.178240 + Penalty 2889.114797 = -612303.063443
  nChanged 25
		SP:Iteration 92Q (59189.360000 sec): 3 clusters
  Score: Raw -615202.580651 + Penalty 2889.114797 = -612313.465854
  nChanged 20
		SP:Iteration 93Q (59189.480000 sec): 3 clusters
  Score: Raw -615209.815435 + Penalty 2889.114797 = -612320.700638
  nChanged 8
		SP:Iteration 94Q (59189.610000 sec): 3 clusters
  Score: Raw -615215.063318 + Penalty 2889.114797 = -612325.948521
  nChanged 13
		SP:Iteration 95Q (59189.730000 sec): 3 clusters
  Score: Raw -615218.451505 + Penalty 2889.114797 = -612329.336708
  nChanged 13
		SP:Iteration 96Q (59189.850000 sec): 3 clusters
  Score: Raw -615223.320072 + Penalty 2889.114797 = -612334.205275
  nChanged 15
		SP:Iteration 97Q (59189.980000 sec): 3 clusters
  Score: Raw -615228.824053 + Penalty 2889.114797 = -612339.709256
  nChanged 9
		SP:Iteration 98Q (59190.100000 sec): 3 clusters
  Score: Raw -615231.583046 + Penalty 2889.114797 = -612342.468248
  nChanged 9
		SP:Iteration 99Q (59190.230000 sec): 3 clusters
  Score: Raw -615233.253737 + Penalty 2889.114797 = -612344.138940
  nChanged 7
		SP:Iteration 100F (59190.350000 sec): 3 clusters
  Score: Raw -615236.388563 + Penalty 2889.114797 = -612347.273765
  nChanged 9
		SP:Iteration 101Q (59190.480000 sec): 3 clusters
  Score: Raw -615238.383161 + Penalty 2889.114797 = -612349.268364
  nChanged 3
		SP:Iteration 102Q (59190.600000 sec): 3 clusters
  Score: Raw -615238.883982 + Penalty 2889.114797 = -612349.769184
  nChanged 0
		SP:Iteration 103F (59190.730000 sec): 3 clusters
  Score: Raw -615238.883982 + Penalty 2889.114797 = -612349.769184
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59190.800000 sec): 2 clusters
  Score: Raw -238879.104617 + Penalty 1260.867959 = -237618.236658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59190.850000 sec): 3 clusters
  Score: Raw -237834.994242 + Penalty 2521.735918 = -235313.258324
  nChanged 824
		SP:Iteration 1F (59190.900000 sec): 3 clusters
  Score: Raw -238324.874217 + Penalty 2521.735918 = -235803.138299
  nChanged 151
		SP:Iteration 2F (59190.950000 sec): 3 clusters
  Score: Raw -238426.050125 + Penalty 2521.735918 = -235904.314208
  nChanged 110
		SP:Iteration 3Q (59190.990000 sec): 3 clusters
  Score: Raw -238501.375025 + Penalty 2521.735918 = -235979.639108
  nChanged 95
		SP:Iteration 4Q (59191.040000 sec): 3 clusters
  Score: Raw -238564.190102 + Penalty 2521.735918 = -236042.454184
  nChanged 84
		SP:Iteration 5Q (59191.090000 sec): 3 clusters
  Score: Raw -238624.316154 + Penalty 2521.735918 = -236102.580237
  nChanged 72
		SP:Iteration 6Q (59191.130000 sec): 3 clusters
  Score: Raw -238667.819807 + Penalty 2521.735918 = -236146.083889
  nChanged 54
		SP:Iteration 7Q (59191.180000 sec): 3 clusters
  Score: Raw -238707.332807 + Penalty 2521.735918 = -236185.596889
  nChanged 53
		SP:Iteration 8Q (59191.230000 sec): 3 clusters
  Score: Raw -238750.971175 + Penalty 2521.735918 = -236229.235257
  nChanged 45
		SP:Iteration 9Q (59191.270000 sec): 3 clusters
  Score: Raw -238777.094755 + Penalty 2521.735918 = -236255.358837
  nChanged 34
		SP:Iteration 10Q (59191.320000 sec): 3 clusters
  Score: Raw -238792.557407 + Penalty 2521.735918 = -236270.821489
  nChanged 28
		SP:Iteration 11Q (59191.370000 sec): 3 clusters
  Score: Raw -238809.078717 + Penalty 2521.735918 = -236287.342799
  nChanged 26
		SP:Iteration 12Q (59191.410000 sec): 3 clusters
  Score: Raw -238823.111648 + Penalty 2521.735918 = -236301.375730
  nChanged 17
		SP:Iteration 13Q (59191.460000 sec): 3 clusters
  Score: Raw -238836.295390 + Penalty 2521.735918 = -236314.559472
  nChanged 20
		SP:Iteration 14Q (59191.510000 sec): 3 clusters
  Score: Raw -238847.060356 + Penalty 2521.735918 = -236325.324438
  nChanged 22
		SP:Iteration 15Q (59191.550000 sec): 3 clusters
  Score: Raw -238861.178297 + Penalty 2521.735918 = -236339.442380
  nChanged 23
		SP:Iteration 16Q (59191.590000 sec): 3 clusters
  Score: Raw -238875.331315 + Penalty 2521.735918 = -236353.595397
  nChanged 16
		SP:Iteration 17Q (59191.640000 sec): 3 clusters
  Score: Raw -238881.983276 + Penalty 2521.735918 = -236360.247359
  nChanged 14
		SP:Iteration 18Q (59191.690000 sec): 3 clusters
  Score: Raw -238890.093889 + Penalty 2521.735918 = -236368.357972
  nChanged 11
		SP:Iteration 19Q (59191.730000 sec): 3 clusters
  Score: Raw -238897.177759 + Penalty 2521.735918 = -236375.441842
  nChanged 10
		SP:Iteration 20F (59191.780000 sec): 3 clusters
  Score: Raw -238903.234136 + Penalty 2521.735918 = -236381.498218
  nChanged 11
		SP:Iteration 21Q (59191.830000 sec): 3 clusters
  Score: Raw -238908.486833 + Penalty 2521.735918 = -236386.750915
  nChanged 12
		SP:Iteration 22Q (59191.870000 sec): 3 clusters
  Score: Raw -238913.598085 + Penalty 2521.735918 = -236391.862167
  nChanged 7
		SP:Iteration 23Q (59191.920000 sec): 3 clusters
  Score: Raw -238916.147384 + Penalty 2521.735918 = -236394.411466
  nChanged 4
		SP:Iteration 24Q (59191.960000 sec): 3 clusters
  Score: Raw -238917.672585 + Penalty 2521.735918 = -236395.936668
  nChanged 1
		SP:Iteration 25Q (59192.010000 sec): 3 clusters
  Score: Raw -238917.936899 + Penalty 2521.735918 = -236396.200981
  nChanged 4
		SP:Iteration 26Q (59192.060000 sec): 3 clusters
  Score: Raw -238919.814477 + Penalty 2521.735918 = -236398.078560
  nChanged 6
		SP:Iteration 27Q (59192.100000 sec): 3 clusters
  Score: Raw -238922.287152 + Penalty 2521.735918 = -236400.551234
  nChanged 5
		SP:Iteration 28Q (59192.150000 sec): 3 clusters
  Score: Raw -238924.501405 + Penalty 2521.735918 = -236402.765487
  nChanged 8
		SP:Iteration 29Q (59192.190000 sec): 3 clusters
  Score: Raw -238928.357365 + Penalty 2521.735918 = -236406.621447
  nChanged 5
		SP:Iteration 30Q (59192.240000 sec): 3 clusters
  Score: Raw -238931.422090 + Penalty 2521.735918 = -236409.686172
  nChanged 6
		SP:Iteration 31Q (59192.290000 sec): 3 clusters
  Score: Raw -238933.411956 + Penalty 2521.735918 = -236411.676038
  nChanged 5
		SP:Iteration 32Q (59192.330000 sec): 3 clusters
  Score: Raw -238937.139896 + Penalty 2521.735918 = -236415.403979
  nChanged 5
		SP:Iteration 33Q (59192.380000 sec): 3 clusters
  Score: Raw -238938.788550 + Penalty 2521.735918 = -236417.052632
  nChanged 2
		SP:Iteration 34Q (59192.420000 sec): 3 clusters
  Score: Raw -238939.547349 + Penalty 2521.735918 = -236417.811432
  nChanged 1
		SP:Iteration 35Q (59192.470000 sec): 3 clusters
  Score: Raw -238940.023009 + Penalty 2521.735918 = -236418.287091
  nChanged 0
		SP:Iteration 36F (59192.510000 sec): 3 clusters
  Score: Raw -238940.023009 + Penalty 2521.735918 = -236418.287091
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59192.650000 sec): 2 clusters
  Score: Raw -1171211.118581 + Penalty 1526.469982 = -1169684.648598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59192.830000 sec): 3 clusters
  Score: Raw -1164196.273322 + Penalty 3052.939964 = -1161143.333357
  nChanged 5303
		SP:Iteration 1F (59193.000000 sec): 3 clusters
  Score: Raw -1167118.017962 + Penalty 3052.939964 = -1164065.077997
  nChanged 762
		SP:Iteration 2F (59193.190000 sec): 3 clusters
  Score: Raw -1167484.616678 + Penalty 3052.939964 = -1164431.676713
  nChanged 686
		SP:Iteration 3F (59193.370000 sec): 3 clusters
  Score: Raw -1167807.216948 + Penalty 3052.939964 = -1164754.276983
  nChanged 598
		SP:Iteration 4Q (59193.580000 sec): 3 clusters
  Score: Raw -1168094.205649 + Penalty 3052.939964 = -1165041.265684
  nChanged 548
		SP:Iteration 5Q (59193.760000 sec): 3 clusters
  Score: Raw -1168333.884153 + Penalty 3052.939964 = -1165280.944188
  nChanged 511
		SP:Iteration 6Q (59193.950000 sec): 3 clusters
  Score: Raw -1168578.863836 + Penalty 3052.939964 = -1165525.923872
  nChanged 519
		SP:Iteration 7Q (59194.130000 sec): 3 clusters
  Score: Raw -1168813.768362 + Penalty 3052.939964 = -1165760.828397
  nChanged 512
		SP:Iteration 8Q (59194.320000 sec): 3 clusters
  Score: Raw -1169050.616451 + Penalty 3052.939964 = -1165997.676486
  nChanged 466
		SP:Iteration 9Q (59194.500000 sec): 3 clusters
  Score: Raw -1169263.283281 + Penalty 3052.939964 = -1166210.343316
  nChanged 430
		SP:Iteration 10Q (59194.680000 sec): 3 clusters
  Score: Raw -1169462.354289 + Penalty 3052.939964 = -1166409.414325
  nChanged 403
		SP:Iteration 11Q (59194.870000 sec): 3 clusters
  Score: Raw -1169638.112848 + Penalty 3052.939964 = -1166585.172884
  nChanged 349
		SP:Iteration 12Q (59195.060000 sec): 3 clusters
  Score: Raw -1169781.975133 + Penalty 3052.939964 = -1166729.035169
  nChanged 306
		SP:Iteration 13Q (59195.240000 sec): 3 clusters
  Score: Raw -1169908.597132 + Penalty 3052.939964 = -1166855.657168
  nChanged 279
		SP:Iteration 14Q (59195.430000 sec): 3 clusters
  Score: Raw -1170029.385567 + Penalty 3052.939964 = -1166976.445603
  nChanged 264
		SP:Iteration 15Q (59195.610000 sec): 3 clusters
  Score: Raw -1170143.624628 + Penalty 3052.939964 = -1167090.684663
  nChanged 280
		SP:Iteration 16Q (59195.790000 sec): 3 clusters
  Score: Raw -1170267.881384 + Penalty 3052.939964 = -1167214.941420
  nChanged 278
		SP:Iteration 17Q (59195.990000 sec): 3 clusters
  Score: Raw -1170391.514536 + Penalty 3052.939964 = -1167338.574571
  nChanged 278
		SP:Iteration 18Q (59196.160000 sec): 3 clusters
  Score: Raw -1170518.909034 + Penalty 3052.939964 = -1167465.969070
  nChanged 285
		SP:Iteration 19Q (59196.370000 sec): 3 clusters
  Score: Raw -1170650.766267 + Penalty 3052.939964 = -1167597.826302
  nChanged 287
		SP:Iteration 20F (59196.540000 sec): 3 clusters
  Score: Raw -1170794.125092 + Penalty 3052.939964 = -1167741.185127
  nChanged 264
		SP:Iteration 21Q (59196.720000 sec): 3 clusters
  Score: Raw -1170919.122736 + Penalty 3052.939964 = -1167866.182771
  nChanged 219
		SP:Iteration 22Q (59196.910000 sec): 3 clusters
  Score: Raw -1171027.765307 + Penalty 3052.939964 = -1167974.825342
  nChanged 209
		SP:Iteration 23Q (59197.080000 sec): 3 clusters
  Score: Raw -1171133.916909 + Penalty 3052.939964 = -1168080.976944
  nChanged 198
		SP:Iteration 24Q (59197.250000 sec): 3 clusters
  Score: Raw -1171238.686655 + Penalty 3052.939964 = -1168185.746691
  nChanged 181
		SP:Iteration 25Q (59197.440000 sec): 3 clusters
  Score: Raw -1171335.456803 + Penalty 3052.939964 = -1168282.516838
  nChanged 176
		SP:Iteration 26Q (59197.610000 sec): 3 clusters
  Score: Raw -1171431.663804 + Penalty 3052.939964 = -1168378.723839
  nChanged 155
		SP:Iteration 27Q (59197.790000 sec): 3 clusters
  Score: Raw -1171518.161989 + Penalty 3052.939964 = -1168465.222024
  nChanged 128
		SP:Iteration 28Q (59197.970000 sec): 3 clusters
  Score: Raw -1171594.864914 + Penalty 3052.939964 = -1168541.924950
  nChanged 125
		SP:Iteration 29Q (59198.130000 sec): 3 clusters
  Score: Raw -1171669.580855 + Penalty 3052.939964 = -1168616.640891
  nChanged 118
		SP:Iteration 30Q (59198.310000 sec): 3 clusters
  Score: Raw -1171748.691857 + Penalty 3052.939964 = -1168695.751893
  nChanged 100
		SP:Iteration 31Q (59198.470000 sec): 3 clusters
  Score: Raw -1171815.063425 + Penalty 3052.939964 = -1168762.123461
  nChanged 72
		SP:Iteration 32Q (59198.650000 sec): 3 clusters
  Score: Raw -1171859.706655 + Penalty 3052.939964 = -1168806.766691
  nChanged 61
		SP:Iteration 33Q (59198.810000 sec): 3 clusters
  Score: Raw -1171893.044206 + Penalty 3052.939964 = -1168840.104242
  nChanged 50
		SP:Iteration 34Q (59198.990000 sec): 3 clusters
  Score: Raw -1171920.835082 + Penalty 3052.939964 = -1168867.895117
  nChanged 35
		SP:Iteration 35Q (59199.150000 sec): 3 clusters
  Score: Raw -1171944.291128 + Penalty 3052.939964 = -1168891.351164
  nChanged 30
		SP:Iteration 36Q (59199.320000 sec): 3 clusters
  Score: Raw -1171962.015965 + Penalty 3052.939964 = -1168909.076001
  nChanged 29
		SP:Iteration 37Q (59199.520000 sec): 3 clusters
  Score: Raw -1171980.038674 + Penalty 3052.939964 = -1168927.098710
  nChanged 27
		SP:Iteration 38Q (59199.690000 sec): 3 clusters
  Score: Raw -1171994.516003 + Penalty 3052.939964 = -1168941.576038
  nChanged 17
		SP:Iteration 39Q (59199.850000 sec): 3 clusters
  Score: Raw -1172001.158022 + Penalty 3052.939964 = -1168948.218058
  nChanged 8
		SP:Iteration 40F (59200.030000 sec): 3 clusters
  Score: Raw -1172006.349996 + Penalty 3052.939964 = -1168953.410032
  nChanged 12
		SP:Iteration 41Q (59200.200000 sec): 3 clusters
  Score: Raw -1172012.766562 + Penalty 3052.939964 = -1168959.826597
  nChanged 13
		SP:Iteration 42Q (59200.360000 sec): 3 clusters
  Score: Raw -1172020.740721 + Penalty 3052.939964 = -1168967.800757
  nChanged 13
		SP:Iteration 43Q (59200.530000 sec): 3 clusters
  Score: Raw -1172026.720891 + Penalty 3052.939964 = -1168973.780926
  nChanged 9
		SP:Iteration 44Q (59200.690000 sec): 3 clusters
  Score: Raw -1172030.804157 + Penalty 3052.939964 = -1168977.864193
  nChanged 7
		SP:Iteration 45Q (59200.870000 sec): 3 clusters
  Score: Raw -1172033.252294 + Penalty 3052.939964 = -1168980.312329
  nChanged 7
		SP:Iteration 46Q (59201.030000 sec): 3 clusters
  Score: Raw -1172038.013986 + Penalty 3052.939964 = -1168985.074021
  nChanged 4
		SP:Iteration 47Q (59201.200000 sec): 3 clusters
  Score: Raw -1172039.753654 + Penalty 3052.939964 = -1168986.813690
  nChanged 4
		SP:Iteration 48Q (59201.360000 sec): 3 clusters
  Score: Raw -1172042.132434 + Penalty 3052.939964 = -1168989.192469
  nChanged 4
		SP:Iteration 49Q (59201.530000 sec): 3 clusters
  Score: Raw -1172044.593662 + Penalty 3052.939964 = -1168991.653698
  nChanged 7
		SP:Iteration 50Q (59201.690000 sec): 3 clusters
  Score: Raw -1172047.168612 + Penalty 3052.939964 = -1168994.228647
  nChanged 3
		SP:Iteration 51Q (59201.860000 sec): 3 clusters
  Score: Raw -1172048.291030 + Penalty 3052.939964 = -1168995.351065
  nChanged 3
		SP:Iteration 52Q (59202.030000 sec): 3 clusters
  Score: Raw -1172049.120555 + Penalty 3052.939964 = -1168996.180591
  nChanged 3
		SP:Iteration 53Q (59202.200000 sec): 3 clusters
  Score: Raw -1172049.707483 + Penalty 3052.939964 = -1168996.767518
  nChanged 2
		SP:Iteration 54Q (59202.360000 sec): 3 clusters
  Score: Raw -1172050.722250 + Penalty 3052.939964 = -1168997.782285
  nChanged 2
		SP:Iteration 55Q (59202.530000 sec): 3 clusters
  Score: Raw -1172051.521367 + Penalty 3052.939964 = -1168998.581402
  nChanged 4
		SP:Iteration 56Q (59202.700000 sec): 3 clusters
  Score: Raw -1172052.876078 + Penalty 3052.939964 = -1168999.936114
  nChanged 4
		SP:Iteration 57Q (59202.870000 sec): 3 clusters
  Score: Raw -1172054.359147 + Penalty 3052.939964 = -1169001.419182
  nChanged 5
		SP:Iteration 58Q (59203.030000 sec): 3 clusters
  Score: Raw -1172056.939670 + Penalty 3052.939964 = -1169003.999705
  nChanged 10
		SP:Iteration 59Q (59203.200000 sec): 3 clusters
  Score: Raw -1172062.234369 + Penalty 3052.939964 = -1169009.294405
  nChanged 5
		SP:Iteration 60F (59203.400000 sec): 3 clusters
  Score: Raw -1172063.474232 + Penalty 3052.939964 = -1169010.534268
  nChanged 3
		SP:Iteration 61Q (59203.560000 sec): 3 clusters
  Score: Raw -1172064.797108 + Penalty 3052.939964 = -1169011.857144
  nChanged 4
		SP:Iteration 62Q (59203.720000 sec): 3 clusters
  Score: Raw -1172065.809429 + Penalty 3052.939964 = -1169012.869464
  nChanged 2
		SP:Iteration 63Q (59203.890000 sec): 3 clusters
  Score: Raw -1172066.518818 + Penalty 3052.939964 = -1169013.578854
  nChanged 1
		SP:Iteration 64Q (59204.050000 sec): 3 clusters
  Score: Raw -1172066.933264 + Penalty 3052.939964 = -1169013.993300
  nChanged 1
		SP:Iteration 65Q (59204.230000 sec): 3 clusters
  Score: Raw -1172067.278440 + Penalty 3052.939964 = -1169014.338476
  nChanged 2
		SP:Iteration 66Q (59204.430000 sec): 3 clusters
  Score: Raw -1172067.712853 + Penalty 3052.939964 = -1169014.772889
  nChanged 0
		SP:Iteration 67F (59204.610000 sec): 3 clusters
  Score: Raw -1172067.712853 + Penalty 3052.939964 = -1169014.772889
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59204.670000 sec): 2 clusters
  Score: Raw -170138.193760 + Penalty 1201.704976 = -168936.488784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59204.710000 sec): 3 clusters
  Score: Raw -169468.552821 + Penalty 2403.409953 = -167065.142869
  nChanged 571
		SP:Iteration 1F (59204.740000 sec): 3 clusters
  Score: Raw -169861.298333 + Penalty 2403.409953 = -167457.888380
  nChanged 111
		SP:Iteration 2F (59204.770000 sec): 3 clusters
  Score: Raw -169950.009216 + Penalty 2403.409953 = -167546.599263
  nChanged 73
		SP:Iteration 3Q (59204.810000 sec): 3 clusters
  Score: Raw -169999.055310 + Penalty 2403.409953 = -167595.645358
  nChanged 48
		SP:Iteration 4Q (59204.840000 sec): 3 clusters
  Score: Raw -170027.171422 + Penalty 2403.409953 = -167623.761469
  nChanged 36
		SP:Iteration 5Q (59204.870000 sec): 3 clusters
  Score: Raw -170050.652234 + Penalty 2403.409953 = -167647.242282
  nChanged 26
		SP:Iteration 6Q (59204.910000 sec): 3 clusters
  Score: Raw -170069.633578 + Penalty 2403.409953 = -167666.223625
  nChanged 28
		SP:Iteration 7Q (59204.940000 sec): 3 clusters
  Score: Raw -170091.268194 + Penalty 2403.409953 = -167687.858241
  nChanged 23
		SP:Iteration 8Q (59204.970000 sec): 3 clusters
  Score: Raw -170105.940469 + Penalty 2403.409953 = -167702.530516
  nChanged 18
		SP:Iteration 9Q (59205.000000 sec): 3 clusters
  Score: Raw -170114.223358 + Penalty 2403.409953 = -167710.813405
  nChanged 12
		SP:Iteration 10Q (59205.030000 sec): 3 clusters
  Score: Raw -170119.302259 + Penalty 2403.409953 = -167715.892306
  nChanged 6
		SP:Iteration 11Q (59205.070000 sec): 3 clusters
  Score: Raw -170122.702048 + Penalty 2403.409953 = -167719.292095
  nChanged 8
		SP:Iteration 12Q (59205.100000 sec): 3 clusters
  Score: Raw -170125.883568 + Penalty 2403.409953 = -167722.473615
  nChanged 3
		SP:Iteration 13Q (59205.130000 sec): 3 clusters
  Score: Raw -170127.402189 + Penalty 2403.409953 = -167723.992236
  nChanged 3
		SP:Iteration 14Q (59205.160000 sec): 3 clusters
  Score: Raw -170128.101107 + Penalty 2403.409953 = -167724.691154
  nChanged 4
		SP:Iteration 15Q (59205.190000 sec): 3 clusters
  Score: Raw -170130.005549 + Penalty 2403.409953 = -167726.595596
  nChanged 4
		SP:Iteration 16Q (59205.230000 sec): 3 clusters
  Score: Raw -170131.142244 + Penalty 2403.409953 = -167727.732292
  nChanged 3
		SP:Iteration 17Q (59205.260000 sec): 3 clusters
  Score: Raw -170132.103116 + Penalty 2403.409953 = -167728.693163
  nChanged 3
		SP:Iteration 18Q (59205.290000 sec): 3 clusters
  Score: Raw -170133.761524 + Penalty 2403.409953 = -167730.351571
  nChanged 2
		SP:Iteration 19Q (59205.320000 sec): 3 clusters
  Score: Raw -170134.427777 + Penalty 2403.409953 = -167731.017825
  nChanged 3
		SP:Iteration 20F (59205.350000 sec): 3 clusters
  Score: Raw -170135.727919 + Penalty 2403.409953 = -167732.317967
  nChanged 2
		SP:Iteration 21Q (59205.390000 sec): 3 clusters
  Score: Raw -170137.636812 + Penalty 2403.409953 = -167734.226860
  nChanged 5
		SP:Iteration 22Q (59205.420000 sec): 3 clusters
  Score: Raw -170140.962950 + Penalty 2403.409953 = -167737.552998
  nChanged 5
		SP:Iteration 23Q (59205.450000 sec): 3 clusters
  Score: Raw -170144.524496 + Penalty 2403.409953 = -167741.114543
  nChanged 5
		SP:Iteration 24Q (59205.480000 sec): 3 clusters
  Score: Raw -170147.474938 + Penalty 2403.409953 = -167744.064985
  nChanged 5
		SP:Iteration 25Q (59205.510000 sec): 3 clusters
  Score: Raw -170149.522749 + Penalty 2403.409953 = -167746.112796
  nChanged 5
		SP:Iteration 26Q (59205.550000 sec): 3 clusters
  Score: Raw -170151.253985 + Penalty 2403.409953 = -167747.844032
  nChanged 7
		SP:Iteration 27Q (59205.580000 sec): 3 clusters
  Score: Raw -170154.737407 + Penalty 2403.409953 = -167751.327455
  nChanged 8
		SP:Iteration 28Q (59205.610000 sec): 3 clusters
  Score: Raw -170158.700449 + Penalty 2403.409953 = -167755.290497
  nChanged 5
		SP:Iteration 29Q (59205.640000 sec): 3 clusters
  Score: Raw -170161.589788 + Penalty 2403.409953 = -167758.179835
  nChanged 5
		SP:Iteration 30Q (59205.670000 sec): 3 clusters
  Score: Raw -170164.464122 + Penalty 2403.409953 = -167761.054170
  nChanged 2
		SP:Iteration 31Q (59205.710000 sec): 3 clusters
  Score: Raw -170165.051383 + Penalty 2403.409953 = -167761.641430
  nChanged 0
		SP:Iteration 32F (59205.730000 sec): 3 clusters
  Score: Raw -170165.051383 + Penalty 2403.409953 = -167761.641430
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (183912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59207.050000 sec): 2 clusters
  Score: Raw -17859009.808566 + Penalty 1969.859557 = -17857039.949009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59208.850000 sec): 3 clusters
  Score: Raw -17737317.501528 + Penalty 3939.719115 = -17733377.782413
  nChanged 88929
		SP:Iteration 1F (59210.630000 sec): 3 clusters
  Score: Raw -17791309.026335 + Penalty 3939.719115 = -17787369.307220
  nChanged 8737
		SP:Iteration 2Q (59212.510000 sec): 3 clusters
  Score: Raw -17795052.017533 + Penalty 3939.719115 = -17791112.298418
  nChanged 10979
		SP:Iteration 3F (59214.350000 sec): 3 clusters
  Score: Raw -17801030.203135 + Penalty 3939.719115 = -17797090.484020
  nChanged 13206
		SP:Iteration 4F (59216.150000 sec): 3 clusters
  Score: Raw -17810247.034626 + Penalty 3939.719115 = -17806307.315511
  nChanged 14876
		SP:Iteration 5F (59217.960000 sec): 3 clusters
  Score: Raw -17822956.062853 + Penalty 3939.719115 = -17819016.343738
  nChanged 14103
		SP:Iteration 6F (59219.770000 sec): 3 clusters
  Score: Raw -17836559.821134 + Penalty 3939.719115 = -17832620.102019
  nChanged 10203
		SP:Iteration 7F (59221.570000 sec): 3 clusters
  Score: Raw -17846716.215957 + Penalty 3939.719115 = -17842776.496842
  nChanged 5983
		SP:Iteration 8Q (59223.290000 sec): 3 clusters
  Score: Raw -17852297.601248 + Penalty 3939.719115 = -17848357.882133
  nChanged 3340
		SP:Iteration 9Q (59224.930000 sec): 3 clusters
  Score: Raw -17855127.516364 + Penalty 3939.719115 = -17851187.797249
  nChanged 2093
		SP:Iteration 10Q (59226.550000 sec): 3 clusters
  Score: Raw -17856650.637666 + Penalty 3939.719115 = -17852710.918551
  nChanged 1432
		SP:Iteration 11Q (59228.110000 sec): 3 clusters
  Score: Raw -17857582.958978 + Penalty 3939.719115 = -17853643.239863
  nChanged 1066
		SP:Iteration 12Q (59229.630000 sec): 3 clusters
  Score: Raw -17858218.925113 + Penalty 3939.719115 = -17854279.205998
  nChanged 769
		SP:Iteration 13Q (59231.140000 sec): 3 clusters
  Score: Raw -17858608.924885 + Penalty 3939.719115 = -17854669.205770
  nChanged 540
		SP:Iteration 14Q (59232.660000 sec): 3 clusters
  Score: Raw -17858853.289274 + Penalty 3939.719115 = -17854913.570159
  nChanged 427
		SP:Iteration 15Q (59234.190000 sec): 3 clusters
  Score: Raw -17859028.611566 + Penalty 3939.719115 = -17855088.892451
  nChanged 350
		SP:Iteration 16Q (59235.720000 sec): 3 clusters
  Score: Raw -17859162.852441 + Penalty 3939.719115 = -17855223.133326
  nChanged 258
		SP:Iteration 17Q (59237.260000 sec): 3 clusters
  Score: Raw -17859253.940558 + Penalty 3939.719115 = -17855314.221443
  nChanged 201
		SP:Iteration 18Q (59238.800000 sec): 3 clusters
  Score: Raw -17859317.387789 + Penalty 3939.719115 = -17855377.668674
  nChanged 172
		SP:Iteration 19Q (59240.340000 sec): 3 clusters
  Score: Raw -17859365.200373 + Penalty 3939.719115 = -17855425.481258
  nChanged 131
		SP:Iteration 20F (59242.130000 sec): 3 clusters
  Score: Raw -17859399.706094 + Penalty 3939.719115 = -17855459.986979
  nChanged 115
		SP:Iteration 21Q (59243.610000 sec): 3 clusters
  Score: Raw -17859430.869314 + Penalty 3939.719115 = -17855491.150199
  nChanged 96
		SP:Iteration 22Q (59245.110000 sec): 3 clusters
  Score: Raw -17859459.134454 + Penalty 3939.719115 = -17855519.415339
  nChanged 104
		SP:Iteration 23Q (59246.640000 sec): 3 clusters
  Score: Raw -17859488.334508 + Penalty 3939.719115 = -17855548.615393
  nChanged 88
		SP:Iteration 24Q (59248.170000 sec): 3 clusters
  Score: Raw -17859512.000099 + Penalty 3939.719115 = -17855572.280984
  nChanged 74
		SP:Iteration 25Q (59249.640000 sec): 3 clusters
  Score: Raw -17859533.650208 + Penalty 3939.719115 = -17855593.931093
  nChanged 64
		SP:Iteration 26Q (59251.150000 sec): 3 clusters
  Score: Raw -17859547.423436 + Penalty 3939.719115 = -17855607.704321
  nChanged 52
		SP:Iteration 27Q (59252.650000 sec): 3 clusters
  Score: Raw -17859558.470378 + Penalty 3939.719115 = -17855618.751263
  nChanged 39
		SP:Iteration 28Q (59254.180000 sec): 3 clusters
  Score: Raw -17859565.212183 + Penalty 3939.719115 = -17855625.493068
  nChanged 29
		SP:Iteration 29Q (59255.650000 sec): 3 clusters
  Score: Raw -17859570.652113 + Penalty 3939.719115 = -17855630.932998
  nChanged 30
		SP:Iteration 30Q (59257.150000 sec): 3 clusters
  Score: Raw -17859577.762632 + Penalty 3939.719115 = -17855638.043517
  nChanged 26
		SP:Iteration 31Q (59258.680000 sec): 3 clusters
  Score: Raw -17859583.286149 + Penalty 3939.719115 = -17855643.567034
  nChanged 22
		SP:Iteration 32Q (59260.200000 sec): 3 clusters
  Score: Raw -17859587.632180 + Penalty 3939.719115 = -17855647.913065
  nChanged 15
		SP:Iteration 33Q (59261.680000 sec): 3 clusters
  Score: Raw -17859590.279414 + Penalty 3939.719115 = -17855650.560299
  nChanged 10
		SP:Iteration 34Q (59263.180000 sec): 3 clusters
  Score: Raw -17859591.629951 + Penalty 3939.719115 = -17855651.910836
  nChanged 9
		SP:Iteration 35Q (59264.700000 sec): 3 clusters
  Score: Raw -17859593.013977 + Penalty 3939.719115 = -17855653.294862
  nChanged 7
		SP:Iteration 36Q (59266.230000 sec): 3 clusters
  Score: Raw -17859594.180168 + Penalty 3939.719115 = -17855654.461053
  nChanged 12
		SP:Iteration 37Q (59267.700000 sec): 3 clusters
  Score: Raw -17859595.959300 + Penalty 3939.719115 = -17855656.240185
  nChanged 9
		SP:Iteration 38Q (59269.200000 sec): 3 clusters
  Score: Raw -17859597.835096 + Penalty 3939.719115 = -17855658.115981
  nChanged 11
		SP:Iteration 39Q (59270.720000 sec): 3 clusters
  Score: Raw -17859599.952776 + Penalty 3939.719115 = -17855660.233661
  nChanged 12
		SP:Iteration 40F (59272.520000 sec): 3 clusters
  Score: Raw -17859601.705943 + Penalty 3939.719115 = -17855661.986828
  nChanged 9
		SP:Iteration 41Q (59273.990000 sec): 3 clusters
  Score: Raw -17859603.905064 + Penalty 3939.719115 = -17855664.185949
  nChanged 13
		SP:Iteration 42Q (59275.490000 sec): 3 clusters
  Score: Raw -17859605.819102 + Penalty 3939.719115 = -17855666.099987
  nChanged 6
		SP:Iteration 43Q (59277.010000 sec): 3 clusters
  Score: Raw -17859606.800319 + Penalty 3939.719115 = -17855667.081204
  nChanged 6
		SP:Iteration 44Q (59278.550000 sec): 3 clusters
  Score: Raw -17859607.792665 + Penalty 3939.719115 = -17855668.073550
  nChanged 6
		SP:Iteration 45Q (59280.020000 sec): 3 clusters
  Score: Raw -17859608.919994 + Penalty 3939.719115 = -17855669.200879
  nChanged 6
		SP:Iteration 46Q (59281.520000 sec): 3 clusters
  Score: Raw -17859609.962503 + Penalty 3939.719115 = -17855670.243388
  nChanged 8
		SP:Iteration 47Q (59283.040000 sec): 3 clusters
  Score: Raw -17859611.417645 + Penalty 3939.719115 = -17855671.698530
  nChanged 8
		SP:Iteration 48Q (59284.570000 sec): 3 clusters
  Score: Raw -17859612.976249 + Penalty 3939.719115 = -17855673.257134
  nChanged 6
		SP:Iteration 49Q (59286.040000 sec): 3 clusters
  Score: Raw -17859613.831493 + Penalty 3939.719115 = -17855674.112378
  nChanged 8
		SP:Iteration 50Q (59287.540000 sec): 3 clusters
  Score: Raw -17859614.993115 + Penalty 3939.719115 = -17855675.274001
  nChanged 6
		SP:Iteration 51Q (59289.060000 sec): 3 clusters
  Score: Raw -17859615.944372 + Penalty 3939.719115 = -17855676.225257
  nChanged 3
		SP:Iteration 52Q (59290.590000 sec): 3 clusters
  Score: Raw -17859616.828156 + Penalty 3939.719115 = -17855677.109041
  nChanged 4
		SP:Iteration 53Q (59292.060000 sec): 3 clusters
  Score: Raw -17859617.720475 + Penalty 3939.719115 = -17855678.001360
  nChanged 4
		SP:Iteration 54Q (59293.560000 sec): 3 clusters
  Score: Raw -17859618.487266 + Penalty 3939.719115 = -17855678.768151
  nChanged 5
		SP:Iteration 55Q (59295.080000 sec): 3 clusters
  Score: Raw -17859618.951866 + Penalty 3939.719115 = -17855679.232751
  nChanged 2
		SP:Iteration 56Q (59296.610000 sec): 3 clusters
  Score: Raw -17859619.072293 + Penalty 3939.719115 = -17855679.353179
  nChanged 0
		SP:Iteration 57F (59298.350000 sec): 3 clusters
  Score: Raw -17859619.072293 + Penalty 3939.719115 = -17855679.353179
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (47355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59298.700000 sec): 2 clusters
  Score: Raw -4765821.275350 + Penalty 1749.382000 = -4764071.893350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59299.210000 sec): 3 clusters
  Score: Raw -4735943.434817 + Penalty 3498.763999 = -4732444.670818
  nChanged 22194
		SP:Iteration 1F (59299.690000 sec): 3 clusters
  Score: Raw -4748745.413322 + Penalty 3498.763999 = -4745246.649323
  nChanged 2239
		SP:Iteration 2Q (59300.190000 sec): 3 clusters
  Score: Raw -4749580.729063 + Penalty 3498.763999 = -4746081.965064
  nChanged 2369
		SP:Iteration 3F (59300.660000 sec): 3 clusters
  Score: Raw -4750567.064550 + Penalty 3498.763999 = -4747068.300551
  nChanged 2493
		SP:Iteration 4F (59301.130000 sec): 3 clusters
  Score: Raw -4751736.125080 + Penalty 3498.763999 = -4748237.361081
  nChanged 2608
		SP:Iteration 5F (59301.600000 sec): 3 clusters
  Score: Raw -4753121.243448 + Penalty 3498.763999 = -4749622.479449
  nChanged 2684
		SP:Iteration 6F (59302.130000 sec): 3 clusters
  Score: Raw -4754657.475176 + Penalty 3498.763999 = -4751158.711177
  nChanged 2530
		SP:Iteration 7F (59302.630000 sec): 3 clusters
  Score: Raw -4756275.167471 + Penalty 3498.763999 = -4752776.403472
  nChanged 2319
		SP:Iteration 8Q (59303.150000 sec): 3 clusters
  Score: Raw -4757866.905339 + Penalty 3498.763999 = -4754368.141340
  nChanged 2079
		SP:Iteration 9Q (59303.640000 sec): 3 clusters
  Score: Raw -4759140.872521 + Penalty 3498.763999 = -4755642.108521
  nChanged 1652
		SP:Iteration 10Q (59304.180000 sec): 3 clusters
  Score: Raw -4759942.327710 + Penalty 3498.763999 = -4756443.563711
  nChanged 1233
		SP:Iteration 11Q (59304.690000 sec): 3 clusters
  Score: Raw -4760402.235838 + Penalty 3498.763999 = -4756903.471839
  nChanged 846
		SP:Iteration 12Q (59305.180000 sec): 3 clusters
  Score: Raw -4760661.650249 + Penalty 3498.763999 = -4757162.886250
  nChanged 683
		SP:Iteration 13Q (59305.660000 sec): 3 clusters
  Score: Raw -4760856.240169 + Penalty 3498.763999 = -4757357.476170
  nChanged 604
		SP:Iteration 14Q (59306.140000 sec): 3 clusters
  Score: Raw -4761015.771825 + Penalty 3498.763999 = -4757517.007826
  nChanged 624
		SP:Iteration 15Q (59306.610000 sec): 3 clusters
  Score: Raw -4761188.464970 + Penalty 3498.763999 = -4757689.700971
  nChanged 662
		SP:Iteration 16Q (59307.080000 sec): 3 clusters
  Score: Raw -4761384.522952 + Penalty 3498.763999 = -4757885.758953
  nChanged 644
		SP:Iteration 17Q (59307.550000 sec): 3 clusters
  Score: Raw -4761561.515343 + Penalty 3498.763999 = -4758062.751344
  nChanged 595
		SP:Iteration 18Q (59308.020000 sec): 3 clusters
  Score: Raw -4761727.430946 + Penalty 3498.763999 = -4758228.666947
  nChanged 584
		SP:Iteration 19Q (59308.480000 sec): 3 clusters
  Score: Raw -4761901.273577 + Penalty 3498.763999 = -4758402.509578
  nChanged 600
		SP:Iteration 20F (59308.950000 sec): 3 clusters
  Score: Raw -4762095.869718 + Penalty 3498.763999 = -4758597.105719
  nChanged 619
		SP:Iteration 21Q (59309.410000 sec): 3 clusters
  Score: Raw -4762320.601260 + Penalty 3498.763999 = -4758821.837261
  nChanged 624
		SP:Iteration 22Q (59309.870000 sec): 3 clusters
  Score: Raw -4762581.221292 + Penalty 3498.763999 = -4759082.457293
  nChanged 649
		SP:Iteration 23Q (59310.360000 sec): 3 clusters
  Score: Raw -4762871.593016 + Penalty 3498.763999 = -4759372.829017
  nChanged 703
		SP:Iteration 24Q (59310.820000 sec): 3 clusters
  Score: Raw -4763216.496333 + Penalty 3498.763999 = -4759717.732333
  nChanged 652
		SP:Iteration 25Q (59311.300000 sec): 3 clusters
  Score: Raw -4763574.933542 + Penalty 3498.763999 = -4760076.169543
  nChanged 610
		SP:Iteration 26Q (59311.770000 sec): 3 clusters
  Score: Raw -4763952.220311 + Penalty 3498.763999 = -4760453.456312
  nChanged 584
		SP:Iteration 27Q (59312.240000 sec): 3 clusters
  Score: Raw -4764359.274415 + Penalty 3498.763999 = -4760860.510416
  nChanged 555
		SP:Iteration 28Q (59312.710000 sec): 3 clusters
  Score: Raw -4764782.370725 + Penalty 3498.763999 = -4761283.606726
  nChanged 525
		SP:Iteration 29Q (59313.180000 sec): 3 clusters
  Score: Raw -4765179.524431 + Penalty 3498.763999 = -4761680.760432
  nChanged 457
		SP:Iteration 30Q (59313.640000 sec): 3 clusters
  Score: Raw -4765458.329300 + Penalty 3498.763999 = -4761959.565301
  nChanged 373
		SP:Iteration 31Q (59314.110000 sec): 3 clusters
  Score: Raw -4765633.263493 + Penalty 3498.763999 = -4762134.499493
  nChanged 299
		SP:Iteration 32Q (59314.580000 sec): 3 clusters
  Score: Raw -4765754.492662 + Penalty 3498.763999 = -4762255.728663
  nChanged 246
		SP:Iteration 33Q (59315.040000 sec): 3 clusters
  Score: Raw -4765840.609056 + Penalty 3498.763999 = -4762341.845057
  nChanged 183
		SP:Iteration 34Q (59315.530000 sec): 3 clusters
  Score: Raw -4765889.691152 + Penalty 3498.763999 = -4762390.927153
  nChanged 153
		SP:Iteration 35Q (59315.990000 sec): 3 clusters
  Score: Raw -4765925.492999 + Penalty 3498.763999 = -4762426.729000
  nChanged 152
		SP:Iteration 36Q (59316.480000 sec): 3 clusters
  Score: Raw -4765963.775358 + Penalty 3498.763999 = -4762465.011359
  nChanged 138
		SP:Iteration 37Q (59316.940000 sec): 3 clusters
  Score: Raw -4765993.162391 + Penalty 3498.763999 = -4762494.398392
  nChanged 120
		SP:Iteration 38Q (59317.400000 sec): 3 clusters
  Score: Raw -4766012.900770 + Penalty 3498.763999 = -4762514.136771
  nChanged 87
		SP:Iteration 39Q (59317.890000 sec): 3 clusters
  Score: Raw -4766025.545802 + Penalty 3498.763999 = -4762526.781802
  nChanged 75
		SP:Iteration 40F (59318.380000 sec): 3 clusters
  Score: Raw -4766035.934842 + Penalty 3498.763999 = -4762537.170843
  nChanged 77
		SP:Iteration 41Q (59318.850000 sec): 3 clusters
  Score: Raw -4766047.697248 + Penalty 3498.763999 = -4762548.933248
  nChanged 73
		SP:Iteration 42Q (59319.310000 sec): 3 clusters
  Score: Raw -4766057.601989 + Penalty 3498.763999 = -4762558.837990
  nChanged 63
		SP:Iteration 43Q (59319.770000 sec): 3 clusters
  Score: Raw -4766066.078560 + Penalty 3498.763999 = -4762567.314561
  nChanged 46
		SP:Iteration 44Q (59320.260000 sec): 3 clusters
  Score: Raw -4766071.617443 + Penalty 3498.763999 = -4762572.853443
  nChanged 48
		SP:Iteration 45Q (59320.720000 sec): 3 clusters
  Score: Raw -4766076.079041 + Penalty 3498.763999 = -4762577.315041
  nChanged 36
		SP:Iteration 46Q (59321.210000 sec): 3 clusters
  Score: Raw -4766079.876269 + Penalty 3498.763999 = -4762581.112270
  nChanged 37
		SP:Iteration 47Q (59321.670000 sec): 3 clusters
  Score: Raw -4766084.101005 + Penalty 3498.763999 = -4762585.337006
  nChanged 31
		SP:Iteration 48Q (59322.160000 sec): 3 clusters
  Score: Raw -4766088.389802 + Penalty 3498.763999 = -4762589.625803
  nChanged 35
		SP:Iteration 49Q (59322.630000 sec): 3 clusters
  Score: Raw -4766092.295851 + Penalty 3498.763999 = -4762593.531852
  nChanged 38
		SP:Iteration 50Q (59323.120000 sec): 3 clusters
  Score: Raw -4766096.075621 + Penalty 3498.763999 = -4762597.311621
  nChanged 37
		SP:Iteration 51Q (59323.580000 sec): 3 clusters
  Score: Raw -4766100.128910 + Penalty 3498.763999 = -4762601.364911
  nChanged 42
		SP:Iteration 52Q (59324.070000 sec): 3 clusters
  Score: Raw -4766104.230768 + Penalty 3498.763999 = -4762605.466768
  nChanged 36
		SP:Iteration 53Q (59324.530000 sec): 3 clusters
  Score: Raw -4766108.080244 + Penalty 3498.763999 = -4762609.316245
  nChanged 41
		SP:Iteration 54Q (59325.010000 sec): 3 clusters
  Score: Raw -4766111.907693 + Penalty 3498.763999 = -4762613.143694
  nChanged 33
		SP:Iteration 55Q (59325.480000 sec): 3 clusters
  Score: Raw -4766115.693563 + Penalty 3498.763999 = -4762616.929564
  nChanged 30
		SP:Iteration 56Q (59325.960000 sec): 3 clusters
  Score: Raw -4766119.620412 + Penalty 3498.763999 = -4762620.856413
  nChanged 25
		SP:Iteration 57Q (59326.430000 sec): 3 clusters
  Score: Raw -4766122.355234 + Penalty 3498.763999 = -4762623.591235
  nChanged 34
		SP:Iteration 58Q (59326.910000 sec): 3 clusters
  Score: Raw -4766126.507205 + Penalty 3498.763999 = -4762627.743206
  nChanged 44
		SP:Iteration 59Q (59327.370000 sec): 3 clusters
  Score: Raw -4766132.174738 + Penalty 3498.763999 = -4762633.410739
  nChanged 43
		SP:Iteration 60F (59327.890000 sec): 3 clusters
  Score: Raw -4766138.070006 + Penalty 3498.763999 = -4762639.306007
  nChanged 48
		SP:Iteration 61Q (59328.350000 sec): 3 clusters
  Score: Raw -4766144.271713 + Penalty 3498.763999 = -4762645.507713
  nChanged 50
		SP:Iteration 62Q (59328.810000 sec): 3 clusters
  Score: Raw -4766152.129734 + Penalty 3498.763999 = -4762653.365735
  nChanged 39
		SP:Iteration 63Q (59329.280000 sec): 3 clusters
  Score: Raw -4766158.321105 + Penalty 3498.763999 = -4762659.557106
  nChanged 38
		SP:Iteration 64Q (59329.770000 sec): 3 clusters
  Score: Raw -4766163.339715 + Penalty 3498.763999 = -4762664.575716
  nChanged 37
		SP:Iteration 65Q (59330.230000 sec): 3 clusters
  Score: Raw -4766168.327355 + Penalty 3498.763999 = -4762669.563356
  nChanged 34
		SP:Iteration 66Q (59330.710000 sec): 3 clusters
  Score: Raw -4766171.977433 + Penalty 3498.763999 = -4762673.213434
  nChanged 33
		SP:Iteration 67Q (59331.180000 sec): 3 clusters
  Score: Raw -4766176.537377 + Penalty 3498.763999 = -4762677.773378
  nChanged 38
		SP:Iteration 68Q (59331.650000 sec): 3 clusters
  Score: Raw -4766181.044928 + Penalty 3498.763999 = -4762682.280928
  nChanged 39
		SP:Iteration 69Q (59332.140000 sec): 3 clusters
  Score: Raw -4766185.895315 + Penalty 3498.763999 = -4762687.131316
  nChanged 37
		SP:Iteration 70Q (59332.600000 sec): 3 clusters
  Score: Raw -4766190.295232 + Penalty 3498.763999 = -4762691.531233
  nChanged 34
		SP:Iteration 71Q (59333.080000 sec): 3 clusters
  Score: Raw -4766194.852830 + Penalty 3498.763999 = -4762696.088830
  nChanged 27
		SP:Iteration 72Q (59333.540000 sec): 3 clusters
  Score: Raw -4766198.098520 + Penalty 3498.763999 = -4762699.334520
  nChanged 25
		SP:Iteration 73Q (59334.030000 sec): 3 clusters
  Score: Raw -4766200.466621 + Penalty 3498.763999 = -4762701.702621
  nChanged 22
		SP:Iteration 74Q (59334.490000 sec): 3 clusters
  Score: Raw -4766202.871408 + Penalty 3498.763999 = -4762704.107408
  nChanged 20
		SP:Iteration 75Q (59334.980000 sec): 3 clusters
  Score: Raw -4766204.750406 + Penalty 3498.763999 = -4762705.986407
  nChanged 18
		SP:Iteration 76Q (59335.440000 sec): 3 clusters
  Score: Raw -4766206.889894 + Penalty 3498.763999 = -4762708.125894
  nChanged 18
		SP:Iteration 77Q (59335.920000 sec): 3 clusters
  Score: Raw -4766208.765477 + Penalty 3498.763999 = -4762710.001478
  nChanged 13
		SP:Iteration 78Q (59336.390000 sec): 3 clusters
  Score: Raw -4766209.526305 + Penalty 3498.763999 = -4762710.762306
  nChanged 5
		SP:Iteration 79Q (59336.880000 sec): 3 clusters
  Score: Raw -4766210.110844 + Penalty 3498.763999 = -4762711.346845
  nChanged 8
		SP:Iteration 80F (59337.370000 sec): 3 clusters
  Score: Raw -4766210.934088 + Penalty 3498.763999 = -4762712.170089
  nChanged 12
		SP:Iteration 81Q (59337.830000 sec): 3 clusters
  Score: Raw -4766212.093329 + Penalty 3498.763999 = -4762713.329329
  nChanged 9
		SP:Iteration 82Q (59338.300000 sec): 3 clusters
  Score: Raw -4766213.090037 + Penalty 3498.763999 = -4762714.326038
  nChanged 6
		SP:Iteration 83Q (59338.780000 sec): 3 clusters
  Score: Raw -4766213.676034 + Penalty 3498.763999 = -4762714.912035
  nChanged 7
		SP:Iteration 84Q (59339.240000 sec): 3 clusters
  Score: Raw -4766214.194448 + Penalty 3498.763999 = -4762715.430449
  nChanged 1
		SP:Iteration 85Q (59339.730000 sec): 3 clusters
  Score: Raw -4766214.295206 + Penalty 3498.763999 = -4762715.531207
  nChanged 1
		SP:Iteration 86Q (59340.190000 sec): 3 clusters
  Score: Raw -4766214.321215 + Penalty 3498.763999 = -4762715.557216
  nChanged 0
		SP:Iteration 87F (59340.720000 sec): 3 clusters
  Score: Raw -4766214.321215 + Penalty 3498.763999 = -4762715.557216
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (12213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59340.830000 sec): 2 clusters
  Score: Raw -1194755.485079 + Penalty 1529.166639 = -1193226.318440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59341.040000 sec): 3 clusters
  Score: Raw -1187695.982321 + Penalty 3058.333277 = -1184637.649044
  nChanged 5410
		SP:Iteration 1F (59341.210000 sec): 3 clusters
  Score: Raw -1190672.107369 + Penalty 3058.333277 = -1187613.774092
  nChanged 843
		SP:Iteration 2F (59341.410000 sec): 3 clusters
  Score: Raw -1191142.696902 + Penalty 3058.333277 = -1188084.363625
  nChanged 794
		SP:Iteration 3F (59341.590000 sec): 3 clusters
  Score: Raw -1191668.349931 + Penalty 3058.333277 = -1188610.016654
  nChanged 793
		SP:Iteration 4F (59341.770000 sec): 3 clusters
  Score: Raw -1192235.566291 + Penalty 3058.333277 = -1189177.233014
  nChanged 755
		SP:Iteration 5F (59341.970000 sec): 3 clusters
  Score: Raw -1192758.269425 + Penalty 3058.333277 = -1189699.936148
  nChanged 679
		SP:Iteration 6F (59342.150000 sec): 3 clusters
  Score: Raw -1193162.635698 + Penalty 3058.333277 = -1190104.302421
  nChanged 569
		SP:Iteration 7Q (59342.340000 sec): 3 clusters
  Score: Raw -1193477.399899 + Penalty 3058.333277 = -1190419.066622
  nChanged 492
		SP:Iteration 8Q (59342.520000 sec): 3 clusters
  Score: Raw -1193735.368848 + Penalty 3058.333277 = -1190677.035571
  nChanged 433
		SP:Iteration 9Q (59342.720000 sec): 3 clusters
  Score: Raw -1193965.268175 + Penalty 3058.333277 = -1190906.934898
  nChanged 376
		SP:Iteration 10Q (59342.900000 sec): 3 clusters
  Score: Raw -1194161.449031 + Penalty 3058.333277 = -1191103.115754
  nChanged 370
		SP:Iteration 11Q (59343.080000 sec): 3 clusters
  Score: Raw -1194335.812262 + Penalty 3058.333277 = -1191277.478985
  nChanged 340
		SP:Iteration 12Q (59343.280000 sec): 3 clusters
  Score: Raw -1194484.443166 + Penalty 3058.333277 = -1191426.109889
  nChanged 299
		SP:Iteration 13Q (59343.460000 sec): 3 clusters
  Score: Raw -1194607.296535 + Penalty 3058.333277 = -1191548.963258
  nChanged 252
		SP:Iteration 14Q (59343.680000 sec): 3 clusters
  Score: Raw -1194707.907211 + Penalty 3058.333277 = -1191649.573934
  nChanged 233
		SP:Iteration 15Q (59343.860000 sec): 3 clusters
  Score: Raw -1194809.870521 + Penalty 3058.333277 = -1191751.537244
  nChanged 230
		SP:Iteration 16Q (59344.040000 sec): 3 clusters
  Score: Raw -1194917.772822 + Penalty 3058.333277 = -1191859.439545
  nChanged 225
		SP:Iteration 17Q (59344.220000 sec): 3 clusters
  Score: Raw -1195011.003088 + Penalty 3058.333277 = -1191952.669811
  nChanged 199
		SP:Iteration 18Q (59344.420000 sec): 3 clusters
  Score: Raw -1195085.756504 + Penalty 3058.333277 = -1192027.423227
  nChanged 190
		SP:Iteration 19Q (59344.600000 sec): 3 clusters
  Score: Raw -1195159.755184 + Penalty 3058.333277 = -1192101.421907
  nChanged 175
		SP:Iteration 20F (59344.790000 sec): 3 clusters
  Score: Raw -1195228.229015 + Penalty 3058.333277 = -1192169.895738
  nChanged 161
		SP:Iteration 21Q (59344.970000 sec): 3 clusters
  Score: Raw -1195282.973865 + Penalty 3058.333277 = -1192224.640588
  nChanged 133
		SP:Iteration 22Q (59345.150000 sec): 3 clusters
  Score: Raw -1195323.912748 + Penalty 3058.333277 = -1192265.579471
  nChanged 115
		SP:Iteration 23Q (59345.320000 sec): 3 clusters
  Score: Raw -1195365.565003 + Penalty 3058.333277 = -1192307.231726
  nChanged 114
		SP:Iteration 24Q (59345.500000 sec): 3 clusters
  Score: Raw -1195406.926366 + Penalty 3058.333277 = -1192348.593089
  nChanged 100
		SP:Iteration 25Q (59345.670000 sec): 3 clusters
  Score: Raw -1195439.079622 + Penalty 3058.333277 = -1192380.746344
  nChanged 76
		SP:Iteration 26Q (59345.870000 sec): 3 clusters
  Score: Raw -1195463.670992 + Penalty 3058.333277 = -1192405.337715
  nChanged 65
		SP:Iteration 27Q (59346.050000 sec): 3 clusters
  Score: Raw -1195484.594191 + Penalty 3058.333277 = -1192426.260914
  nChanged 58
		SP:Iteration 28Q (59346.220000 sec): 3 clusters
  Score: Raw -1195501.412010 + Penalty 3058.333277 = -1192443.078733
  nChanged 42
		SP:Iteration 29Q (59346.410000 sec): 3 clusters
  Score: Raw -1195512.777869 + Penalty 3058.333277 = -1192454.444592
  nChanged 36
		SP:Iteration 30Q (59346.590000 sec): 3 clusters
  Score: Raw -1195522.643606 + Penalty 3058.333277 = -1192464.310329
  nChanged 29
		SP:Iteration 31Q (59346.750000 sec): 3 clusters
  Score: Raw -1195532.199457 + Penalty 3058.333277 = -1192473.866180
  nChanged 30
		SP:Iteration 32Q (59346.940000 sec): 3 clusters
  Score: Raw -1195540.893139 + Penalty 3058.333277 = -1192482.559862
  nChanged 29
		SP:Iteration 33Q (59347.110000 sec): 3 clusters
  Score: Raw -1195550.219662 + Penalty 3058.333277 = -1192491.886385
  nChanged 21
		SP:Iteration 34Q (59347.310000 sec): 3 clusters
  Score: Raw -1195556.393610 + Penalty 3058.333277 = -1192498.060333
  nChanged 22
		SP:Iteration 35Q (59347.480000 sec): 3 clusters
  Score: Raw -1195562.386656 + Penalty 3058.333277 = -1192504.053379
  nChanged 22
		SP:Iteration 36Q (59347.650000 sec): 3 clusters
  Score: Raw -1195568.842521 + Penalty 3058.333277 = -1192510.509244
  nChanged 15
		SP:Iteration 37Q (59347.830000 sec): 3 clusters
  Score: Raw -1195573.665410 + Penalty 3058.333277 = -1192515.332133
  nChanged 20
		SP:Iteration 38Q (59348.000000 sec): 3 clusters
  Score: Raw -1195579.421318 + Penalty 3058.333277 = -1192521.088041
  nChanged 20
		SP:Iteration 39Q (59348.200000 sec): 3 clusters
  Score: Raw -1195586.369025 + Penalty 3058.333277 = -1192528.035748
  nChanged 19
		SP:Iteration 40F (59348.370000 sec): 3 clusters
  Score: Raw -1195590.970701 + Penalty 3058.333277 = -1192532.637424
  nChanged 19
		SP:Iteration 41Q (59348.540000 sec): 3 clusters
  Score: Raw -1195596.419284 + Penalty 3058.333277 = -1192538.086007
  nChanged 20
		SP:Iteration 42Q (59348.720000 sec): 3 clusters
  Score: Raw -1195602.049381 + Penalty 3058.333277 = -1192543.716104
  nChanged 22
		SP:Iteration 43Q (59348.890000 sec): 3 clusters
  Score: Raw -1195608.481409 + Penalty 3058.333277 = -1192550.148132
  nChanged 20
		SP:Iteration 44Q (59349.090000 sec): 3 clusters
  Score: Raw -1195616.441473 + Penalty 3058.333277 = -1192558.108196
  nChanged 14
		SP:Iteration 45Q (59349.260000 sec): 3 clusters
  Score: Raw -1195622.233549 + Penalty 3058.333277 = -1192563.900272
  nChanged 11
		SP:Iteration 46Q (59349.430000 sec): 3 clusters
  Score: Raw -1195625.618217 + Penalty 3058.333277 = -1192567.284940
  nChanged 10
		SP:Iteration 47Q (59349.610000 sec): 3 clusters
  Score: Raw -1195627.995092 + Penalty 3058.333277 = -1192569.661815
  nChanged 6
		SP:Iteration 48Q (59349.770000 sec): 3 clusters
  Score: Raw -1195629.497879 + Penalty 3058.333277 = -1192571.164602
  nChanged 3
		SP:Iteration 49Q (59349.970000 sec): 3 clusters
  Score: Raw -1195629.921234 + Penalty 3058.333277 = -1192571.587956
  nChanged 0
		SP:Iteration 50F (59350.140000 sec): 3 clusters
  Score: Raw -1195629.921234 + Penalty 3058.333277 = -1192571.587956
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59350.250000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59350.410000 sec): 3 clusters
  Score: Raw -621263.487699 + Penalty 2855.101478 = -618408.386221
  nChanged 2749
		SP:Iteration 1F (59350.520000 sec): 3 clusters
  Score: Raw -622811.269785 + Penalty 2855.101478 = -619956.168306
  nChanged 476
		SP:Iteration 2F (59350.630000 sec): 3 clusters
  Score: Raw -623084.021073 + Penalty 2855.101478 = -620228.919595
  nChanged 372
		SP:Iteration 3F (59350.730000 sec): 3 clusters
  Score: Raw -623319.905747 + Penalty 2855.101478 = -620464.804269
  nChanged 360
		SP:Iteration 4F (59350.840000 sec): 3 clusters
  Score: Raw -623528.787508 + Penalty 2855.101478 = -620673.686029
  nChanged 321
		SP:Iteration 5Q (59350.950000 sec): 3 clusters
  Score: Raw -623716.660233 + Penalty 2855.101478 = -620861.558755
  nChanged 281
		SP:Iteration 6Q (59351.060000 sec): 3 clusters
  Score: Raw -623898.171137 + Penalty 2855.101478 = -621043.069658
  nChanged 294
		SP:Iteration 7Q (59351.170000 sec): 3 clusters
  Score: Raw -624066.770093 + Penalty 2855.101478 = -621211.668615
  nChanged 256
		SP:Iteration 8Q (59351.280000 sec): 3 clusters
  Score: Raw -624214.948409 + Penalty 2855.101478 = -621359.846930
  nChanged 249
		SP:Iteration 9Q (59351.390000 sec): 3 clusters
  Score: Raw -624370.198444 + Penalty 2855.101478 = -621515.096966
  nChanged 245
		SP:Iteration 10Q (59351.500000 sec): 3 clusters
  Score: Raw -624520.312062 + Penalty 2855.101478 = -621665.210584
  nChanged 230
		SP:Iteration 11Q (59351.610000 sec): 3 clusters
  Score: Raw -624647.894620 + Penalty 2855.101478 = -621792.793141
  nChanged 186
		SP:Iteration 12Q (59351.720000 sec): 3 clusters
  Score: Raw -624746.599974 + Penalty 2855.101478 = -621891.498496
  nChanged 161
		SP:Iteration 13Q (59351.830000 sec): 3 clusters
  Score: Raw -624823.009572 + Penalty 2855.101478 = -621967.908094
  nChanged 123
		SP:Iteration 14Q (59351.940000 sec): 3 clusters
  Score: Raw -624876.288297 + Penalty 2855.101478 = -622021.186818
  nChanged 98
		SP:Iteration 15Q (59352.050000 sec): 3 clusters
  Score: Raw -624917.098184 + Penalty 2855.101478 = -622061.996705
  nChanged 94
		SP:Iteration 16Q (59352.160000 sec): 3 clusters
  Score: Raw -624951.216627 + Penalty 2855.101478 = -622096.115149
  nChanged 71
		SP:Iteration 17Q (59352.270000 sec): 3 clusters
  Score: Raw -624974.411224 + Penalty 2855.101478 = -622119.309745
  nChanged 63
		SP:Iteration 18Q (59352.370000 sec): 3 clusters
  Score: Raw -624999.275812 + Penalty 2855.101478 = -622144.174333
  nChanged 58
		SP:Iteration 19Q (59352.480000 sec): 3 clusters
  Score: Raw -625020.470893 + Penalty 2855.101478 = -622165.369414
  nChanged 50
		SP:Iteration 20F (59352.590000 sec): 3 clusters
  Score: Raw -625035.997714 + Penalty 2855.101478 = -622180.896236
  nChanged 46
		SP:Iteration 21Q (59352.690000 sec): 3 clusters
  Score: Raw -625051.722278 + Penalty 2855.101478 = -622196.620799
  nChanged 39
		SP:Iteration 22Q (59352.800000 sec): 3 clusters
  Score: Raw -625064.621375 + Penalty 2855.101478 = -622209.519896
  nChanged 30
		SP:Iteration 23Q (59352.910000 sec): 3 clusters
  Score: Raw -625072.628043 + Penalty 2855.101478 = -622217.526564
  nChanged 28
		SP:Iteration 24Q (59353.020000 sec): 3 clusters
  Score: Raw -625080.760261 + Penalty 2855.101478 = -622225.658782
  nChanged 21
		SP:Iteration 25Q (59353.130000 sec): 3 clusters
  Score: Raw -625085.398249 + Penalty 2855.101478 = -622230.296771
  nChanged 20
		SP:Iteration 26Q (59353.240000 sec): 3 clusters
  Score: Raw -625089.632358 + Penalty 2855.101478 = -622234.530880
  nChanged 13
		SP:Iteration 27Q (59353.340000 sec): 3 clusters
  Score: Raw -625091.901477 + Penalty 2855.101478 = -622236.799998
  nChanged 7
		SP:Iteration 28Q (59353.450000 sec): 3 clusters
  Score: Raw -625093.956989 + Penalty 2855.101478 = -622238.855510
  nChanged 9
		SP:Iteration 29Q (59353.560000 sec): 3 clusters
  Score: Raw -625095.468592 + Penalty 2855.101478 = -622240.367114
  nChanged 1
		SP:Iteration 30Q (59353.670000 sec): 3 clusters
  Score: Raw -625095.752434 + Penalty 2855.101478 = -622240.650955
  nChanged 1
		SP:Iteration 31Q (59353.770000 sec): 3 clusters
  Score: Raw -625096.022595 + Penalty 2855.101478 = -622240.921117
  nChanged 1
		SP:Iteration 32Q (59353.880000 sec): 3 clusters
  Score: Raw -625096.098581 + Penalty 2855.101478 = -622240.997103
  nChanged 1
		SP:Iteration 33Q (59353.990000 sec): 3 clusters
  Score: Raw -625096.190634 + Penalty 2855.101478 = -622241.089156
  nChanged 0
		SP:Iteration 34F (59354.100000 sec): 3 clusters
  Score: Raw -625096.190634 + Penalty 2855.101478 = -622241.089156
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59354.160000 sec): 2 clusters
  Score: Raw -339314.126994 + Penalty 1308.342902 = -338005.784093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59354.230000 sec): 3 clusters
  Score: Raw -337792.342767 + Penalty 2616.685803 = -335175.656963
  nChanged 1210
		SP:Iteration 1F (59354.290000 sec): 3 clusters
  Score: Raw -338498.843498 + Penalty 2616.685803 = -335882.157694
  nChanged 252
		SP:Iteration 2F (59354.350000 sec): 3 clusters
  Score: Raw -338687.340534 + Penalty 2616.685803 = -336070.654731
  nChanged 159
		SP:Iteration 3F (59354.410000 sec): 3 clusters
  Score: Raw -338793.535155 + Penalty 2616.685803 = -336176.849352
  nChanged 122
		SP:Iteration 4Q (59354.470000 sec): 3 clusters
  Score: Raw -338872.515863 + Penalty 2616.685803 = -336255.830060
  nChanged 115
		SP:Iteration 5Q (59354.530000 sec): 3 clusters
  Score: Raw -338945.754123 + Penalty 2616.685803 = -336329.068320
  nChanged 113
		SP:Iteration 6Q (59354.580000 sec): 3 clusters
  Score: Raw -339018.692257 + Penalty 2616.685803 = -336402.006453
  nChanged 94
		SP:Iteration 7Q (59354.640000 sec): 3 clusters
  Score: Raw -339068.084799 + Penalty 2616.685803 = -336451.398996
  nChanged 76
		SP:Iteration 8Q (59354.700000 sec): 3 clusters
  Score: Raw -339104.370507 + Penalty 2616.685803 = -336487.684703
  nChanged 56
		SP:Iteration 9Q (59354.760000 sec): 3 clusters
  Score: Raw -339131.372506 + Penalty 2616.685803 = -336514.686702
  nChanged 56
		SP:Iteration 10Q (59354.820000 sec): 3 clusters
  Score: Raw -339162.922289 + Penalty 2616.685803 = -336546.236486
  nChanged 50
		SP:Iteration 11Q (59354.880000 sec): 3 clusters
  Score: Raw -339191.399131 + Penalty 2616.685803 = -336574.713328
  nChanged 50
		SP:Iteration 12Q (59354.940000 sec): 3 clusters
  Score: Raw -339219.547389 + Penalty 2616.685803 = -336602.861586
  nChanged 51
		SP:Iteration 13Q (59355.000000 sec): 3 clusters
  Score: Raw -339250.043081 + Penalty 2616.685803 = -336633.357278
  nChanged 49
		SP:Iteration 14Q (59355.060000 sec): 3 clusters
  Score: Raw -339275.160587 + Penalty 2616.685803 = -336658.474784
  nChanged 41
		SP:Iteration 15Q (59355.120000 sec): 3 clusters
  Score: Raw -339297.756678 + Penalty 2616.685803 = -336681.070875
  nChanged 37
		SP:Iteration 16Q (59355.180000 sec): 3 clusters
  Score: Raw -339323.046352 + Penalty 2616.685803 = -336706.360549
  nChanged 36
		SP:Iteration 17Q (59355.240000 sec): 3 clusters
  Score: Raw -339343.636402 + Penalty 2616.685803 = -336726.950599
  nChanged 24
		SP:Iteration 18Q (59355.290000 sec): 3 clusters
  Score: Raw -339356.517311 + Penalty 2616.685803 = -336739.831508
  nChanged 15
		SP:Iteration 19Q (59355.350000 sec): 3 clusters
  Score: Raw -339365.356134 + Penalty 2616.685803 = -336748.670331
  nChanged 16
		SP:Iteration 20F (59355.410000 sec): 3 clusters
  Score: Raw -339377.044311 + Penalty 2616.685803 = -336760.358508
  nChanged 15
		SP:Iteration 21Q (59355.470000 sec): 3 clusters
  Score: Raw -339387.241970 + Penalty 2616.685803 = -336770.556167
  nChanged 15
		SP:Iteration 22Q (59355.520000 sec): 3 clusters
  Score: Raw -339397.276894 + Penalty 2616.685803 = -336780.591090
  nChanged 10
		SP:Iteration 23Q (59355.580000 sec): 3 clusters
  Score: Raw -339405.503161 + Penalty 2616.685803 = -336788.817358
  nChanged 14
		SP:Iteration 24Q (59355.640000 sec): 3 clusters
  Score: Raw -339418.944627 + Penalty 2616.685803 = -336802.258824
  nChanged 18
		SP:Iteration 25Q (59355.700000 sec): 3 clusters
  Score: Raw -339435.164182 + Penalty 2616.685803 = -336818.478379
  nChanged 10
		SP:Iteration 26Q (59355.760000 sec): 3 clusters
  Score: Raw -339443.015491 + Penalty 2616.685803 = -336826.329688
  nChanged 7
		SP:Iteration 27Q (59355.810000 sec): 3 clusters
  Score: Raw -339449.830613 + Penalty 2616.685803 = -336833.144810
  nChanged 9
		SP:Iteration 28Q (59355.870000 sec): 3 clusters
  Score: Raw -339455.708967 + Penalty 2616.685803 = -336839.023164
  nChanged 3
		SP:Iteration 29Q (59355.930000 sec): 3 clusters
  Score: Raw -339457.458691 + Penalty 2616.685803 = -336840.772888
  nChanged 1
		SP:Iteration 30Q (59355.980000 sec): 3 clusters
  Score: Raw -339458.450041 + Penalty 2616.685803 = -336841.764238
  nChanged 1
		SP:Iteration 31Q (59356.040000 sec): 3 clusters
  Score: Raw -339459.004774 + Penalty 2616.685803 = -336842.318971
  nChanged 0
		SP:Iteration 32F (59356.100000 sec): 3 clusters
  Score: Raw -339459.004774 + Penalty 2616.685803 = -336842.318971
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59356.160000 sec): 2 clusters
  Score: Raw -175381.992660 + Penalty 1206.910922 = -174175.081738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59356.200000 sec): 3 clusters
  Score: Raw -174706.629692 + Penalty 2413.821843 = -172292.807848
  nChanged 550
		SP:Iteration 1F (59356.230000 sec): 3 clusters
  Score: Raw -175102.420824 + Penalty 2413.821843 = -172688.598980
  nChanged 125
		SP:Iteration 2F (59356.260000 sec): 3 clusters
  Score: Raw -175193.185556 + Penalty 2413.821843 = -172779.363713
  nChanged 72
		SP:Iteration 3Q (59356.300000 sec): 3 clusters
  Score: Raw -175244.645186 + Penalty 2413.821843 = -172830.823343
  nChanged 47
		SP:Iteration 4Q (59356.340000 sec): 3 clusters
  Score: Raw -175277.042113 + Penalty 2413.821843 = -172863.220270
  nChanged 46
		SP:Iteration 5Q (59356.370000 sec): 3 clusters
  Score: Raw -175310.677882 + Penalty 2413.821843 = -172896.856039
  nChanged 46
		SP:Iteration 6Q (59356.400000 sec): 3 clusters
  Score: Raw -175347.081314 + Penalty 2413.821843 = -172933.259471
  nChanged 43
		SP:Iteration 7Q (59356.440000 sec): 3 clusters
  Score: Raw -175376.085873 + Penalty 2413.821843 = -172962.264030
  nChanged 29
		SP:Iteration 8Q (59356.470000 sec): 3 clusters
  Score: Raw -175395.679671 + Penalty 2413.821843 = -172981.857828
  nChanged 26
		SP:Iteration 9Q (59356.510000 sec): 3 clusters
  Score: Raw -175415.419079 + Penalty 2413.821843 = -173001.597235
  nChanged 29
		SP:Iteration 10Q (59356.540000 sec): 3 clusters
  Score: Raw -175438.253136 + Penalty 2413.821843 = -173024.431292
  nChanged 18
		SP:Iteration 11Q (59356.580000 sec): 3 clusters
  Score: Raw -175447.667440 + Penalty 2413.821843 = -173033.845597
  nChanged 13
		SP:Iteration 12Q (59356.610000 sec): 3 clusters
  Score: Raw -175456.290835 + Penalty 2413.821843 = -173042.468991
  nChanged 11
		SP:Iteration 13Q (59356.640000 sec): 3 clusters
  Score: Raw -175465.731507 + Penalty 2413.821843 = -173051.909663
  nChanged 17
		SP:Iteration 14Q (59356.680000 sec): 3 clusters
  Score: Raw -175480.319398 + Penalty 2413.821843 = -173066.497555
  nChanged 17
		SP:Iteration 15Q (59356.710000 sec): 3 clusters
  Score: Raw -175489.256237 + Penalty 2413.821843 = -173075.434394
  nChanged 7
		SP:Iteration 16Q (59356.740000 sec): 3 clusters
  Score: Raw -175495.531261 + Penalty 2413.821843 = -173081.709418
  nChanged 12
		SP:Iteration 17Q (59356.780000 sec): 3 clusters
  Score: Raw -175501.259173 + Penalty 2413.821843 = -173087.437330
  nChanged 9
		SP:Iteration 18Q (59356.810000 sec): 3 clusters
  Score: Raw -175507.016631 + Penalty 2413.821843 = -173093.194788
  nChanged 10
		SP:Iteration 19Q (59356.850000 sec): 3 clusters
  Score: Raw -175512.599828 + Penalty 2413.821843 = -173098.777985
  nChanged 8
		SP:Iteration 20F (59356.880000 sec): 3 clusters
  Score: Raw -175517.525719 + Penalty 2413.821843 = -173103.703876
  nChanged 8
		SP:Iteration 21Q (59356.910000 sec): 3 clusters
  Score: Raw -175522.115810 + Penalty 2413.821843 = -173108.293966
  nChanged 10
		SP:Iteration 22Q (59356.950000 sec): 3 clusters
  Score: Raw -175525.532717 + Penalty 2413.821843 = -173111.710873
  nChanged 3
		SP:Iteration 23Q (59356.980000 sec): 3 clusters
  Score: Raw -175527.777591 + Penalty 2413.821843 = -173113.955748
  nChanged 3
		SP:Iteration 24Q (59357.020000 sec): 3 clusters
  Score: Raw -175529.120090 + Penalty 2413.821843 = -173115.298247
  nChanged 3
		SP:Iteration 25Q (59357.050000 sec): 3 clusters
  Score: Raw -175531.575660 + Penalty 2413.821843 = -173117.753816
  nChanged 4
		SP:Iteration 26Q (59357.080000 sec): 3 clusters
  Score: Raw -175534.841162 + Penalty 2413.821843 = -173121.019318
  nChanged 2
		SP:Iteration 27Q (59357.120000 sec): 3 clusters
  Score: Raw -175535.980152 + Penalty 2413.821843 = -173122.158309
  nChanged 3
		SP:Iteration 28Q (59357.150000 sec): 3 clusters
  Score: Raw -175538.724094 + Penalty 2413.821843 = -173124.902251
  nChanged 5
		SP:Iteration 29Q (59357.180000 sec): 3 clusters
  Score: Raw -175541.186375 + Penalty 2413.821843 = -173127.364532
  nChanged 2
		SP:Iteration 30Q (59357.220000 sec): 3 clusters
  Score: Raw -175542.167270 + Penalty 2413.821843 = -173128.345427
  nChanged 2
		SP:Iteration 31Q (59357.250000 sec): 3 clusters
  Score: Raw -175543.061647 + Penalty 2413.821843 = -173129.239803
  nChanged 3
		SP:Iteration 32Q (59357.280000 sec): 3 clusters
  Score: Raw -175544.590720 + Penalty 2413.821843 = -173130.768877
  nChanged 0
		SP:Iteration 33F (59357.320000 sec): 3 clusters
  Score: Raw -175544.590720 + Penalty 2413.821843 = -173130.768877
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59357.390000 sec): 2 clusters
  Score: Raw -294913.321034 + Penalty 1286.421965 = -293626.899069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59357.450000 sec): 3 clusters
  Score: Raw -293624.713920 + Penalty 2572.843930 = -291051.869990
  nChanged 1022
		SP:Iteration 1F (59357.500000 sec): 3 clusters
  Score: Raw -294187.183749 + Penalty 2572.843930 = -291614.339820
  nChanged 181
		SP:Iteration 2F (59357.550000 sec): 3 clusters
  Score: Raw -294300.407919 + Penalty 2572.843930 = -291727.563990
  nChanged 129
		SP:Iteration 3Q (59357.610000 sec): 3 clusters
  Score: Raw -294362.666515 + Penalty 2572.843930 = -291789.822586
  nChanged 82
		SP:Iteration 4Q (59357.660000 sec): 3 clusters
  Score: Raw -294401.619038 + Penalty 2572.843930 = -291828.775108
  nChanged 63
		SP:Iteration 5Q (59357.710000 sec): 3 clusters
  Score: Raw -294434.036296 + Penalty 2572.843930 = -291861.192367
  nChanged 50
		SP:Iteration 6Q (59357.770000 sec): 3 clusters
  Score: Raw -294455.048916 + Penalty 2572.843930 = -291882.204987
  nChanged 45
		SP:Iteration 7Q (59357.820000 sec): 3 clusters
  Score: Raw -294474.258776 + Penalty 2572.843930 = -291901.414846
  nChanged 37
		SP:Iteration 8Q (59357.870000 sec): 3 clusters
  Score: Raw -294488.616412 + Penalty 2572.843930 = -291915.772483
  nChanged 26
		SP:Iteration 9Q (59357.930000 sec): 3 clusters
  Score: Raw -294498.650092 + Penalty 2572.843930 = -291925.806162
  nChanged 22
		SP:Iteration 10Q (59357.980000 sec): 3 clusters
  Score: Raw -294505.501245 + Penalty 2572.843930 = -291932.657315
  nChanged 12
		SP:Iteration 11Q (59358.040000 sec): 3 clusters
  Score: Raw -294508.754431 + Penalty 2572.843930 = -291935.910502
  nChanged 11
		SP:Iteration 12Q (59358.090000 sec): 3 clusters
  Score: Raw -294511.386801 + Penalty 2572.843930 = -291938.542872
  nChanged 5
		SP:Iteration 13Q (59358.150000 sec): 3 clusters
  Score: Raw -294512.680643 + Penalty 2572.843930 = -291939.836713
  nChanged 2
		SP:Iteration 14Q (59358.200000 sec): 3 clusters
  Score: Raw -294512.966678 + Penalty 2572.843930 = -291940.122748
  nChanged 1
		SP:Iteration 15Q (59358.250000 sec): 3 clusters
  Score: Raw -294513.060816 + Penalty 2572.843930 = -291940.216886
  nChanged 1
		SP:Iteration 16Q (59358.310000 sec): 3 clusters
  Score: Raw -294513.198259 + Penalty 2572.843930 = -291940.354330
  nChanged 0
		SP:Iteration 17F (59358.360000 sec): 3 clusters
  Score: Raw -294513.198259 + Penalty 2572.843930 = -291940.354330
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (5870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59358.450000 sec): 2 clusters
  Score: Raw -545049.171701 + Penalty 1410.111611 = -543639.060090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59358.610000 sec): 3 clusters
  Score: Raw -541925.609519 + Penalty 2820.223222 = -539105.386297
  nChanged 2427
		SP:Iteration 1F (59358.710000 sec): 3 clusters
  Score: Raw -543431.092939 + Penalty 2820.223222 = -540610.869717
  nChanged 490
		SP:Iteration 2F (59358.820000 sec): 3 clusters
  Score: Raw -543856.508791 + Penalty 2820.223222 = -541036.285569
  nChanged 455
		SP:Iteration 3F (59358.930000 sec): 3 clusters
  Score: Raw -544231.177690 + Penalty 2820.223222 = -541410.954469
  nChanged 369
		SP:Iteration 4F (59359.030000 sec): 3 clusters
  Score: Raw -544516.416468 + Penalty 2820.223222 = -541696.193246
  nChanged 325
		SP:Iteration 5F (59359.140000 sec): 3 clusters
  Score: Raw -544739.065643 + Penalty 2820.223222 = -541918.842421
  nChanged 256
		SP:Iteration 6Q (59359.250000 sec): 3 clusters
  Score: Raw -544885.212788 + Penalty 2820.223222 = -542064.989566
  nChanged 190
		SP:Iteration 7Q (59359.360000 sec): 3 clusters
  Score: Raw -544989.395528 + Penalty 2820.223222 = -542169.172306
  nChanged 171
		SP:Iteration 8Q (59359.470000 sec): 3 clusters
  Score: Raw -545077.928261 + Penalty 2820.223222 = -542257.705039
  nChanged 136
		SP:Iteration 9Q (59359.570000 sec): 3 clusters
  Score: Raw -545159.858512 + Penalty 2820.223222 = -542339.635291
  nChanged 146
		SP:Iteration 10Q (59359.680000 sec): 3 clusters
  Score: Raw -545253.664847 + Penalty 2820.223222 = -542433.441625
  nChanged 144
		SP:Iteration 11Q (59359.790000 sec): 3 clusters
  Score: Raw -545356.262925 + Penalty 2820.223222 = -542536.039703
  nChanged 134
		SP:Iteration 12Q (59359.890000 sec): 3 clusters
  Score: Raw -545459.258432 + Penalty 2820.223222 = -542639.035210
  nChanged 137
		SP:Iteration 13Q (59360.000000 sec): 3 clusters
  Score: Raw -545566.309886 + Penalty 2820.223222 = -542746.086665
  nChanged 117
		SP:Iteration 14Q (59360.100000 sec): 3 clusters
  Score: Raw -545646.042396 + Penalty 2820.223222 = -542825.819174
  nChanged 93
		SP:Iteration 15Q (59360.210000 sec): 3 clusters
  Score: Raw -545699.304870 + Penalty 2820.223222 = -542879.081649
  nChanged 69
		SP:Iteration 16Q (59360.310000 sec): 3 clusters
  Score: Raw -545729.486003 + Penalty 2820.223222 = -542909.262781
  nChanged 52
		SP:Iteration 17Q (59360.420000 sec): 3 clusters
  Score: Raw -545745.855342 + Penalty 2820.223222 = -542925.632120
  nChanged 31
		SP:Iteration 18Q (59360.520000 sec): 3 clusters
  Score: Raw -545752.614469 + Penalty 2820.223222 = -542932.391248
  nChanged 19
		SP:Iteration 19Q (59360.630000 sec): 3 clusters
  Score: Raw -545757.058011 + Penalty 2820.223222 = -542936.834789
  nChanged 19
		SP:Iteration 20F (59360.730000 sec): 3 clusters
  Score: Raw -545761.918537 + Penalty 2820.223222 = -542941.695315
  nChanged 10
		SP:Iteration 21Q (59360.840000 sec): 3 clusters
  Score: Raw -545763.814787 + Penalty 2820.223222 = -542943.591566
  nChanged 8
		SP:Iteration 22Q (59360.940000 sec): 3 clusters
  Score: Raw -545765.893093 + Penalty 2820.223222 = -542945.669872
  nChanged 8
		SP:Iteration 23Q (59361.050000 sec): 3 clusters
  Score: Raw -545767.142031 + Penalty 2820.223222 = -542946.918810
  nChanged 5
		SP:Iteration 24Q (59361.150000 sec): 3 clusters
  Score: Raw -545768.510536 + Penalty 2820.223222 = -542948.287314
  nChanged 5
		SP:Iteration 25Q (59361.250000 sec): 3 clusters
  Score: Raw -545769.322711 + Penalty 2820.223222 = -542949.099489
  nChanged 5
		SP:Iteration 26Q (59361.360000 sec): 3 clusters
  Score: Raw -545770.407428 + Penalty 2820.223222 = -542950.184206
  nChanged 6
		SP:Iteration 27Q (59361.460000 sec): 3 clusters
  Score: Raw -545771.209750 + Penalty 2820.223222 = -542950.986529
  nChanged 4
		SP:Iteration 28Q (59361.570000 sec): 3 clusters
  Score: Raw -545771.741973 + Penalty 2820.223222 = -542951.518752
  nChanged 1
		SP:Iteration 29Q (59361.670000 sec): 3 clusters
  Score: Raw -545771.861552 + Penalty 2820.223222 = -542951.638330
  nChanged 2
		SP:Iteration 30Q (59361.770000 sec): 3 clusters
  Score: Raw -545772.030791 + Penalty 2820.223222 = -542951.807569
  nChanged 0
		SP:Iteration 31F (59361.880000 sec): 3 clusters
  Score: Raw -545772.030791 + Penalty 2820.223222 = -542951.807569
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59361.950000 sec): 2 clusters
  Score: Raw -281014.133201 + Penalty 1285.292043 = -279728.841158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59362.010000 sec): 3 clusters
  Score: Raw -279772.287648 + Penalty 2570.584085 = -277201.703563
  nChanged 983
		SP:Iteration 1F (59362.060000 sec): 3 clusters
  Score: Raw -280322.725874 + Penalty 2570.584085 = -277752.141789
  nChanged 186
		SP:Iteration 2F (59362.110000 sec): 3 clusters
  Score: Raw -280422.264727 + Penalty 2570.584085 = -277851.680642
  nChanged 114
		SP:Iteration 3Q (59362.170000 sec): 3 clusters
  Score: Raw -280477.481203 + Penalty 2570.584085 = -277906.897118
  nChanged 81
		SP:Iteration 4Q (59362.220000 sec): 3 clusters
  Score: Raw -280528.608806 + Penalty 2570.584085 = -277958.024721
  nChanged 80
		SP:Iteration 5Q (59362.270000 sec): 3 clusters
  Score: Raw -280568.260641 + Penalty 2570.584085 = -277997.676556
  nChanged 68
		SP:Iteration 6Q (59362.330000 sec): 3 clusters
  Score: Raw -280595.957581 + Penalty 2570.584085 = -278025.373495
  nChanged 47
		SP:Iteration 7Q (59362.380000 sec): 3 clusters
  Score: Raw -280622.956215 + Penalty 2570.584085 = -278052.372130
  nChanged 49
		SP:Iteration 8Q (59362.430000 sec): 3 clusters
  Score: Raw -280649.910706 + Penalty 2570.584085 = -278079.326621
  nChanged 42
		SP:Iteration 9Q (59362.490000 sec): 3 clusters
  Score: Raw -280670.971202 + Penalty 2570.584085 = -278100.387117
  nChanged 28
		SP:Iteration 10Q (59362.540000 sec): 3 clusters
  Score: Raw -280687.354685 + Penalty 2570.584085 = -278116.770600
  nChanged 27
		SP:Iteration 11Q (59362.590000 sec): 3 clusters
  Score: Raw -280699.084790 + Penalty 2570.584085 = -278128.500705
  nChanged 35
		SP:Iteration 12Q (59362.650000 sec): 3 clusters
  Score: Raw -280714.574111 + Penalty 2570.584085 = -278143.990026
  nChanged 36
		SP:Iteration 13Q (59362.700000 sec): 3 clusters
  Score: Raw -280732.192768 + Penalty 2570.584085 = -278161.608683
  nChanged 33
		SP:Iteration 14Q (59362.750000 sec): 3 clusters
  Score: Raw -280750.901314 + Penalty 2570.584085 = -278180.317229
  nChanged 41
		SP:Iteration 15Q (59362.810000 sec): 3 clusters
  Score: Raw -280771.143839 + Penalty 2570.584085 = -278200.559754
  nChanged 34
		SP:Iteration 16Q (59362.860000 sec): 3 clusters
  Score: Raw -280787.048285 + Penalty 2570.584085 = -278216.464200
  nChanged 38
		SP:Iteration 17Q (59362.910000 sec): 3 clusters
  Score: Raw -280804.163393 + Penalty 2570.584085 = -278233.579307
  nChanged 29
		SP:Iteration 18Q (59362.970000 sec): 3 clusters
  Score: Raw -280817.512770 + Penalty 2570.584085 = -278246.928685
  nChanged 30
		SP:Iteration 19Q (59363.020000 sec): 3 clusters
  Score: Raw -280831.049562 + Penalty 2570.584085 = -278260.465477
  nChanged 24
		SP:Iteration 20F (59363.070000 sec): 3 clusters
  Score: Raw -280842.060117 + Penalty 2570.584085 = -278271.476031
  nChanged 23
		SP:Iteration 21Q (59363.130000 sec): 3 clusters
  Score: Raw -280853.054887 + Penalty 2570.584085 = -278282.470802
  nChanged 17
		SP:Iteration 22Q (59363.180000 sec): 3 clusters
  Score: Raw -280862.542915 + Penalty 2570.584085 = -278291.958830
  nChanged 23
		SP:Iteration 23Q (59363.230000 sec): 3 clusters
  Score: Raw -280874.917245 + Penalty 2570.584085 = -278304.333160
  nChanged 24
		SP:Iteration 24Q (59363.280000 sec): 3 clusters
  Score: Raw -280886.211805 + Penalty 2570.584085 = -278315.627720
  nChanged 20
		SP:Iteration 25Q (59363.340000 sec): 3 clusters
  Score: Raw -280901.405228 + Penalty 2570.584085 = -278330.821143
  nChanged 32
		SP:Iteration 26Q (59363.390000 sec): 3 clusters
  Score: Raw -280920.487789 + Penalty 2570.584085 = -278349.903704
  nChanged 36
		SP:Iteration 27Q (59363.440000 sec): 3 clusters
  Score: Raw -280946.866314 + Penalty 2570.584085 = -278376.282229
  nChanged 36
		SP:Iteration 28Q (59363.490000 sec): 3 clusters
  Score: Raw -280972.653210 + Penalty 2570.584085 = -278402.069125
  nChanged 35
		SP:Iteration 29Q (59363.550000 sec): 3 clusters
  Score: Raw -280993.596753 + Penalty 2570.584085 = -278423.012667
  nChanged 28
		SP:Iteration 30Q (59363.600000 sec): 3 clusters
  Score: Raw -281013.720519 + Penalty 2570.584085 = -278443.136433
  nChanged 32
		SP:Iteration 31Q (59363.650000 sec): 3 clusters
  Score: Raw -281032.052230 + Penalty 2570.584085 = -278461.468145
  nChanged 40
		SP:Iteration 32Q (59363.700000 sec): 3 clusters
  Score: Raw -281056.417586 + Penalty 2570.584085 = -278485.833501
  nChanged 25
		SP:Iteration 33Q (59363.750000 sec): 3 clusters
  Score: Raw -281070.485428 + Penalty 2570.584085 = -278499.901343
  nChanged 25
		SP:Iteration 34Q (59363.810000 sec): 3 clusters
  Score: Raw -281084.323105 + Penalty 2570.584085 = -278513.739020
  nChanged 21
		SP:Iteration 35Q (59363.860000 sec): 3 clusters
  Score: Raw -281095.494157 + Penalty 2570.584085 = -278524.910072
  nChanged 12
		SP:Iteration 36Q (59363.910000 sec): 3 clusters
  Score: Raw -281104.464021 + Penalty 2570.584085 = -278533.879936
  nChanged 17
		SP:Iteration 37Q (59363.960000 sec): 3 clusters
  Score: Raw -281115.046826 + Penalty 2570.584085 = -278544.462741
  nChanged 13
		SP:Iteration 38Q (59364.010000 sec): 3 clusters
  Score: Raw -281124.819797 + Penalty 2570.584085 = -278554.235712
  nChanged 6
		SP:Iteration 39Q (59364.060000 sec): 3 clusters
  Score: Raw -281128.586656 + Penalty 2570.584085 = -278558.002571
  nChanged 4
		SP:Iteration 40F (59364.110000 sec): 3 clusters
  Score: Raw -281130.862809 + Penalty 2570.584085 = -278560.278724
  nChanged 1
		SP:Iteration 41Q (59364.170000 sec): 3 clusters
  Score: Raw -281131.879300 + Penalty 2570.584085 = -278561.295215
  nChanged 1
		SP:Iteration 42Q (59364.220000 sec): 3 clusters
  Score: Raw -281132.483104 + Penalty 2570.584085 = -278561.899019
  nChanged 0
		SP:Iteration 43F (59364.270000 sec): 3 clusters
  Score: Raw -281132.483104 + Penalty 2570.584085 = -278561.899019
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (104911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59365.090000 sec): 2 clusters
  Score: Raw -11127432.396873 + Penalty 1878.640993 = -11125553.755880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59366.170000 sec): 3 clusters
  Score: Raw -11059023.202623 + Penalty 3757.281986 = -11055265.920636
  nChanged 50254
		SP:Iteration 1F (59367.240000 sec): 3 clusters
  Score: Raw -11088992.112237 + Penalty 3757.281986 = -11085234.830251
  nChanged 4372
		SP:Iteration 2Q (59368.360000 sec): 3 clusters
  Score: Raw -11090748.082199 + Penalty 3757.281986 = -11086990.800212
  nChanged 5269
		SP:Iteration 3F (59369.430000 sec): 3 clusters
  Score: Raw -11093347.297074 + Penalty 3757.281986 = -11089590.015087
  nChanged 6035
		SP:Iteration 4F (59370.510000 sec): 3 clusters
  Score: Raw -11096704.097411 + Penalty 3757.281986 = -11092946.815424
  nChanged 6427
		SP:Iteration 5F (59371.580000 sec): 3 clusters
  Score: Raw -11100396.991951 + Penalty 3757.281986 = -11096639.709965
  nChanged 6268
		SP:Iteration 6F (59372.680000 sec): 3 clusters
  Score: Raw -11103993.388710 + Penalty 3757.281986 = -11100236.106724
  nChanged 5877
		SP:Iteration 7F (59373.780000 sec): 3 clusters
  Score: Raw -11107445.767906 + Penalty 3757.281986 = -11103688.485920
  nChanged 5102
		SP:Iteration 8Q (59374.890000 sec): 3 clusters
  Score: Raw -11110834.663495 + Penalty 3757.281986 = -11107077.381508
  nChanged 4422
		SP:Iteration 9Q (59376.000000 sec): 3 clusters
  Score: Raw -11114054.222873 + Penalty 3757.281986 = -11110296.940886
  nChanged 3853
		SP:Iteration 10Q (59377.080000 sec): 3 clusters
  Score: Raw -11116878.487660 + Penalty 3757.281986 = -11113121.205673
  nChanged 3249
		SP:Iteration 11Q (59378.150000 sec): 3 clusters
  Score: Raw -11118844.943027 + Penalty 3757.281986 = -11115087.661041
  nChanged 2477
		SP:Iteration 12Q (59379.210000 sec): 3 clusters
  Score: Raw -11119871.828657 + Penalty 3757.281986 = -11116114.546670
  nChanged 1675
		SP:Iteration 13Q (59380.210000 sec): 3 clusters
  Score: Raw -11120397.957243 + Penalty 3757.281986 = -11116640.675256
  nChanged 1237
		SP:Iteration 14Q (59381.230000 sec): 3 clusters
  Score: Raw -11120737.952125 + Penalty 3757.281986 = -11116980.670138
  nChanged 1018
		SP:Iteration 15Q (59382.240000 sec): 3 clusters
  Score: Raw -11120990.544687 + Penalty 3757.281986 = -11117233.262701
  nChanged 913
		SP:Iteration 16Q (59383.220000 sec): 3 clusters
  Score: Raw -11121195.196611 + Penalty 3757.281986 = -11117437.914625
  nChanged 874
		SP:Iteration 17Q (59384.190000 sec): 3 clusters
  Score: Raw -11121390.329059 + Penalty 3757.281986 = -11117633.047073
  nChanged 861
		SP:Iteration 18Q (59385.160000 sec): 3 clusters
  Score: Raw -11121595.344087 + Penalty 3757.281986 = -11117838.062101
  nChanged 874
		SP:Iteration 19Q (59386.130000 sec): 3 clusters
  Score: Raw -11121820.209754 + Penalty 3757.281986 = -11118062.927768
  nChanged 938
		SP:Iteration 20F (59387.180000 sec): 3 clusters
  Score: Raw -11122074.972373 + Penalty 3757.281986 = -11118317.690386
  nChanged 906
		SP:Iteration 21Q (59388.160000 sec): 3 clusters
  Score: Raw -11122321.112433 + Penalty 3757.281986 = -11118563.830446
  nChanged 902
		SP:Iteration 22Q (59389.130000 sec): 3 clusters
  Score: Raw -11122584.138663 + Penalty 3757.281986 = -11118826.856676
  nChanged 929
		SP:Iteration 23Q (59390.090000 sec): 3 clusters
  Score: Raw -11122866.840750 + Penalty 3757.281986 = -11119109.558763
  nChanged 933
		SP:Iteration 24Q (59391.070000 sec): 3 clusters
  Score: Raw -11123165.291161 + Penalty 3757.281986 = -11119408.009174
  nChanged 948
		SP:Iteration 25Q (59392.020000 sec): 3 clusters
  Score: Raw -11123489.650976 + Penalty 3757.281986 = -11119732.368990
  nChanged 972
		SP:Iteration 26Q (59393.000000 sec): 3 clusters
  Score: Raw -11123811.283777 + Penalty 3757.281986 = -11120054.001790
  nChanged 883
		SP:Iteration 27Q (59393.960000 sec): 3 clusters
  Score: Raw -11124101.039203 + Penalty 3757.281986 = -11120343.757216
  nChanged 877
		SP:Iteration 28Q (59394.930000 sec): 3 clusters
  Score: Raw -11124390.952595 + Penalty 3757.281986 = -11120633.670609
  nChanged 866
		SP:Iteration 29Q (59395.920000 sec): 3 clusters
  Score: Raw -11124683.336951 + Penalty 3757.281986 = -11120926.054964
  nChanged 816
		SP:Iteration 30Q (59396.880000 sec): 3 clusters
  Score: Raw -11124969.231634 + Penalty 3757.281986 = -11121211.949648
  nChanged 761
		SP:Iteration 31Q (59397.870000 sec): 3 clusters
  Score: Raw -11125238.059650 + Penalty 3757.281986 = -11121480.777664
  nChanged 721
		SP:Iteration 32Q (59398.850000 sec): 3 clusters
  Score: Raw -11125480.403755 + Penalty 3757.281986 = -11121723.121769
  nChanged 687
		SP:Iteration 33Q (59399.830000 sec): 3 clusters
  Score: Raw -11125715.414912 + Penalty 3757.281986 = -11121958.132926
  nChanged 680
		SP:Iteration 34Q (59400.820000 sec): 3 clusters
  Score: Raw -11125941.613746 + Penalty 3757.281986 = -11122184.331759
  nChanged 621
		SP:Iteration 35Q (59401.800000 sec): 3 clusters
  Score: Raw -11126147.064415 + Penalty 3757.281986 = -11122389.782429
  nChanged 601
		SP:Iteration 36Q (59402.780000 sec): 3 clusters
  Score: Raw -11126352.820628 + Penalty 3757.281986 = -11122595.538642
  nChanged 528
		SP:Iteration 37Q (59403.710000 sec): 3 clusters
  Score: Raw -11126535.625073 + Penalty 3757.281986 = -11122778.343087
  nChanged 482
		SP:Iteration 38Q (59404.660000 sec): 3 clusters
  Score: Raw -11126689.283156 + Penalty 3757.281986 = -11122932.001169
  nChanged 423
		SP:Iteration 39Q (59405.640000 sec): 3 clusters
  Score: Raw -11126828.170751 + Penalty 3757.281986 = -11123070.888765
  nChanged 381
		SP:Iteration 40F (59406.740000 sec): 3 clusters
  Score: Raw -11126951.941377 + Penalty 3757.281986 = -11123194.659391
  nChanged 338
		SP:Iteration 41Q (59407.640000 sec): 3 clusters
  Score: Raw -11127059.186121 + Penalty 3757.281986 = -11123301.904135
  nChanged 302
		SP:Iteration 42Q (59408.600000 sec): 3 clusters
  Score: Raw -11127156.478895 + Penalty 3757.281986 = -11123399.196909
  nChanged 258
		SP:Iteration 43Q (59409.500000 sec): 3 clusters
  Score: Raw -11127238.549780 + Penalty 3757.281986 = -11123481.267793
  nChanged 210
		SP:Iteration 44Q (59410.430000 sec): 3 clusters
  Score: Raw -11127309.356232 + Penalty 3757.281986 = -11123552.074246
  nChanged 186
		SP:Iteration 45Q (59411.340000 sec): 3 clusters
  Score: Raw -11127377.765086 + Penalty 3757.281986 = -11123620.483099
  nChanged 156
		SP:Iteration 46Q (59412.300000 sec): 3 clusters
  Score: Raw -11127427.073478 + Penalty 3757.281986 = -11123669.791491
  nChanged 128
		SP:Iteration 47Q (59413.200000 sec): 3 clusters
  Score: Raw -11127464.998791 + Penalty 3757.281986 = -11123707.716805
  nChanged 109
		SP:Iteration 48Q (59414.160000 sec): 3 clusters
  Score: Raw -11127494.467560 + Penalty 3757.281986 = -11123737.185574
  nChanged 96
		SP:Iteration 49Q (59415.060000 sec): 3 clusters
  Score: Raw -11127520.090024 + Penalty 3757.281986 = -11123762.808037
  nChanged 84
		SP:Iteration 50Q (59415.990000 sec): 3 clusters
  Score: Raw -11127543.919622 + Penalty 3757.281986 = -11123786.637636
  nChanged 78
		SP:Iteration 51Q (59416.900000 sec): 3 clusters
  Score: Raw -11127567.078960 + Penalty 3757.281986 = -11123809.796973
  nChanged 69
		SP:Iteration 52Q (59417.850000 sec): 3 clusters
  Score: Raw -11127589.514404 + Penalty 3757.281986 = -11123832.232418
  nChanged 72
		SP:Iteration 53Q (59418.750000 sec): 3 clusters
  Score: Raw -11127614.332761 + Penalty 3757.281986 = -11123857.050775
  nChanged 60
		SP:Iteration 54Q (59419.710000 sec): 3 clusters
  Score: Raw -11127635.302442 + Penalty 3757.281986 = -11123878.020455
  nChanged 49
		SP:Iteration 55Q (59420.610000 sec): 3 clusters
  Score: Raw -11127650.754511 + Penalty 3757.281986 = -11123893.472525
  nChanged 45
		SP:Iteration 56Q (59421.570000 sec): 3 clusters
  Score: Raw -11127666.808117 + Penalty 3757.281986 = -11123909.526130
  nChanged 54
		SP:Iteration 57Q (59422.470000 sec): 3 clusters
  Score: Raw -11127688.066690 + Penalty 3757.281986 = -11123930.784704
  nChanged 51
		SP:Iteration 58Q (59423.420000 sec): 3 clusters
  Score: Raw -11127705.706298 + Penalty 3757.281986 = -11123948.424312
  nChanged 48
		SP:Iteration 59Q (59424.330000 sec): 3 clusters
  Score: Raw -11127721.528710 + Penalty 3757.281986 = -11123964.246724
  nChanged 40
		SP:Iteration 60F (59425.430000 sec): 3 clusters
  Score: Raw -11127734.155565 + Penalty 3757.281986 = -11123976.873578
  nChanged 39
		SP:Iteration 61Q (59426.330000 sec): 3 clusters
  Score: Raw -11127746.046789 + Penalty 3757.281986 = -11123988.764803
  nChanged 25
		SP:Iteration 62Q (59427.290000 sec): 3 clusters
  Score: Raw -11127754.023216 + Penalty 3757.281986 = -11123996.741230
  nChanged 22
		SP:Iteration 63Q (59428.190000 sec): 3 clusters
  Score: Raw -11127762.407236 + Penalty 3757.281986 = -11124005.125249
  nChanged 21
		SP:Iteration 64Q (59429.150000 sec): 3 clusters
  Score: Raw -11127771.004906 + Penalty 3757.281986 = -11124013.722920
  nChanged 20
		SP:Iteration 65Q (59430.100000 sec): 3 clusters
  Score: Raw -11127777.792299 + Penalty 3757.281986 = -11124020.510312
  nChanged 23
		SP:Iteration 66Q (59431.000000 sec): 3 clusters
  Score: Raw -11127785.427672 + Penalty 3757.281986 = -11124028.145686
  nChanged 16
		SP:Iteration 67Q (59431.950000 sec): 3 clusters
  Score: Raw -11127789.574601 + Penalty 3757.281986 = -11124032.292615
  nChanged 10
		SP:Iteration 68Q (59432.850000 sec): 3 clusters
  Score: Raw -11127792.114323 + Penalty 3757.281986 = -11124034.832337
  nChanged 4
		SP:Iteration 69Q (59433.820000 sec): 3 clusters
  Score: Raw -11127793.981124 + Penalty 3757.281986 = -11124036.699137
  nChanged 8
		SP:Iteration 70Q (59434.720000 sec): 3 clusters
  Score: Raw -11127796.617651 + Penalty 3757.281986 = -11124039.335665
  nChanged 10
		SP:Iteration 71Q (59435.620000 sec): 3 clusters
  Score: Raw -11127799.861106 + Penalty 3757.281986 = -11124042.579119
  nChanged 9
		SP:Iteration 72Q (59436.540000 sec): 3 clusters
  Score: Raw -11127802.218578 + Penalty 3757.281986 = -11124044.936592
  nChanged 7
		SP:Iteration 73Q (59437.470000 sec): 3 clusters
  Score: Raw -11127804.632350 + Penalty 3757.281986 = -11124047.350363
  nChanged 3
		SP:Iteration 74Q (59438.420000 sec): 3 clusters
  Score: Raw -11127805.670456 + Penalty 3757.281986 = -11124048.388469
  nChanged 4
		SP:Iteration 75Q (59439.330000 sec): 3 clusters
  Score: Raw -11127806.778330 + Penalty 3757.281986 = -11124049.496343
  nChanged 5
		SP:Iteration 76Q (59440.280000 sec): 3 clusters
  Score: Raw -11127807.733439 + Penalty 3757.281986 = -11124050.451452
  nChanged 3
		SP:Iteration 77Q (59441.240000 sec): 3 clusters
  Score: Raw -11127808.554835 + Penalty 3757.281986 = -11124051.272848
  nChanged 2
		SP:Iteration 78Q (59442.140000 sec): 3 clusters
  Score: Raw -11127809.146013 + Penalty 3757.281986 = -11124051.864026
  nChanged 1
		SP:Iteration 79Q (59443.090000 sec): 3 clusters
  Score: Raw -11127809.255423 + Penalty 3757.281986 = -11124051.973437
  nChanged 0
		SP:Iteration 80F (59444.110000 sec): 3 clusters
  Score: Raw -11127809.255423 + Penalty 3757.281986 = -11124051.973437
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59444.150000 sec): 2 clusters
  Score: Raw -151368.298398 + Penalty 1210.448867 = -150157.849531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59444.190000 sec): 3 clusters
  Score: Raw -150702.281790 + Penalty 2420.897733 = -148281.384057
  nChanged 574
		SP:Iteration 1F (59444.240000 sec): 3 clusters
  Score: Raw -151143.138026 + Penalty 2420.897733 = -148722.240293
  nChanged 154
		SP:Iteration 2F (59444.270000 sec): 3 clusters
  Score: Raw -151315.945151 + Penalty 2420.897733 = -148895.047418
  nChanged 107
		SP:Iteration 3F (59444.300000 sec): 3 clusters
  Score: Raw -151455.329358 + Penalty 2420.897733 = -149034.431625
  nChanged 104
		SP:Iteration 4F (59444.340000 sec): 3 clusters
  Score: Raw -151585.264455 + Penalty 2420.897733 = -149164.366722
  nChanged 95
		SP:Iteration 5F (59444.370000 sec): 3 clusters
  Score: Raw -151715.575154 + Penalty 2420.897733 = -149294.677421
  nChanged 73
		SP:Iteration 6Q (59444.400000 sec): 3 clusters
  Score: Raw -151803.521140 + Penalty 2420.897733 = -149382.623406
  nChanged 56
		SP:Iteration 7Q (59444.440000 sec): 3 clusters
  Score: Raw -151885.215977 + Penalty 2420.897733 = -149464.318244
  nChanged 53
		SP:Iteration 8Q (59444.470000 sec): 3 clusters
  Score: Raw -151963.957243 + Penalty 2420.897733 = -149543.059510
  nChanged 46
		SP:Iteration 9Q (59444.500000 sec): 3 clusters
  Score: Raw -152018.037200 + Penalty 2420.897733 = -149597.139467
  nChanged 30
		SP:Iteration 10Q (59444.540000 sec): 3 clusters
  Score: Raw -152052.356126 + Penalty 2420.897733 = -149631.458393
  nChanged 27
		SP:Iteration 11Q (59444.570000 sec): 3 clusters
  Score: Raw -152077.556515 + Penalty 2420.897733 = -149656.658782
  nChanged 23
		SP:Iteration 12Q (59444.600000 sec): 3 clusters
  Score: Raw -152101.783246 + Penalty 2420.897733 = -149680.885513
  nChanged 19
		SP:Iteration 13Q (59444.640000 sec): 3 clusters
  Score: Raw -152120.852980 + Penalty 2420.897733 = -149699.955247
  nChanged 15
		SP:Iteration 14Q (59444.670000 sec): 3 clusters
  Score: Raw -152136.409758 + Penalty 2420.897733 = -149715.512024
  nChanged 16
		SP:Iteration 15Q (59444.700000 sec): 3 clusters
  Score: Raw -152160.566893 + Penalty 2420.897733 = -149739.669160
  nChanged 12
		SP:Iteration 16Q (59444.730000 sec): 3 clusters
  Score: Raw -152173.693134 + Penalty 2420.897733 = -149752.795401
  nChanged 9
		SP:Iteration 17Q (59444.760000 sec): 3 clusters
  Score: Raw -152183.081782 + Penalty 2420.897733 = -149762.184049
  nChanged 9
		SP:Iteration 18Q (59444.800000 sec): 3 clusters
  Score: Raw -152189.849242 + Penalty 2420.897733 = -149768.951509
  nChanged 3
		SP:Iteration 19Q (59444.830000 sec): 3 clusters
  Score: Raw -152193.179369 + Penalty 2420.897733 = -149772.281635
  nChanged 5
		SP:Iteration 20F (59444.860000 sec): 3 clusters
  Score: Raw -152198.057284 + Penalty 2420.897733 = -149777.159551
  nChanged 8
		SP:Iteration 21Q (59444.900000 sec): 3 clusters
  Score: Raw -152202.089812 + Penalty 2420.897733 = -149781.192078
  nChanged 2
		SP:Iteration 22Q (59444.930000 sec): 3 clusters
  Score: Raw -152202.690009 + Penalty 2420.897733 = -149781.792276
  nChanged 4
		SP:Iteration 23Q (59444.960000 sec): 3 clusters
  Score: Raw -152204.828756 + Penalty 2420.897733 = -149783.931023
  nChanged 4
		SP:Iteration 24Q (59444.990000 sec): 3 clusters
  Score: Raw -152209.814210 + Penalty 2420.897733 = -149788.916477
  nChanged 3
		SP:Iteration 25Q (59445.020000 sec): 3 clusters
  Score: Raw -152211.191245 + Penalty 2420.897733 = -149790.293511
  nChanged 1
		SP:Iteration 26Q (59445.060000 sec): 3 clusters
  Score: Raw -152211.457169 + Penalty 2420.897733 = -149790.559436
  nChanged 2
		SP:Iteration 27Q (59445.090000 sec): 3 clusters
  Score: Raw -152213.126948 + Penalty 2420.897733 = -149792.229215
  nChanged 5
		SP:Iteration 28Q (59445.120000 sec): 3 clusters
  Score: Raw -152215.805701 + Penalty 2420.897733 = -149794.907967
  nChanged 3
		SP:Iteration 29Q (59445.160000 sec): 3 clusters
  Score: Raw -152217.941552 + Penalty 2420.897733 = -149797.043818
  nChanged 0
		SP:Iteration 30F (59445.190000 sec): 3 clusters
  Score: Raw -152217.941552 + Penalty 2420.897733 = -149797.043818
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59445.250000 sec): 2 clusters
  Score: Raw -195543.841861 + Penalty 1228.935703 = -194314.906158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59445.290000 sec): 3 clusters
  Score: Raw -194724.958463 + Penalty 2457.871405 = -192267.087058
  nChanged 653
		SP:Iteration 1F (59445.330000 sec): 3 clusters
  Score: Raw -195152.934411 + Penalty 2457.871405 = -192695.063006
  nChanged 158
		SP:Iteration 2F (59445.360000 sec): 3 clusters
  Score: Raw -195274.642189 + Penalty 2457.871405 = -192816.770784
  nChanged 100
		SP:Iteration 3F (59445.400000 sec): 3 clusters
  Score: Raw -195347.267177 + Penalty 2457.871405 = -192889.395772
  nChanged 72
		SP:Iteration 4Q (59445.440000 sec): 3 clusters
  Score: Raw -195393.093399 + Penalty 2457.871405 = -192935.221994
  nChanged 51
		SP:Iteration 5Q (59445.480000 sec): 3 clusters
  Score: Raw -195425.950535 + Penalty 2457.871405 = -192968.079130
  nChanged 42
		SP:Iteration 6Q (59445.520000 sec): 3 clusters
  Score: Raw -195452.713618 + Penalty 2457.871405 = -192994.842212
  nChanged 33
		SP:Iteration 7Q (59445.550000 sec): 3 clusters
  Score: Raw -195471.932208 + Penalty 2457.871405 = -193014.060802
  nChanged 22
		SP:Iteration 8Q (59445.590000 sec): 3 clusters
  Score: Raw -195483.689072 + Penalty 2457.871405 = -193025.817666
  nChanged 19
		SP:Iteration 9Q (59445.630000 sec): 3 clusters
  Score: Raw -195498.370560 + Penalty 2457.871405 = -193040.499154
  nChanged 26
		SP:Iteration 10Q (59445.660000 sec): 3 clusters
  Score: Raw -195515.920441 + Penalty 2457.871405 = -193058.049035
  nChanged 19
		SP:Iteration 11Q (59445.700000 sec): 3 clusters
  Score: Raw -195527.513585 + Penalty 2457.871405 = -193069.642180
  nChanged 19
		SP:Iteration 12Q (59445.740000 sec): 3 clusters
  Score: Raw -195538.995895 + Penalty 2457.871405 = -193081.124489
  nChanged 18
		SP:Iteration 13Q (59445.780000 sec): 3 clusters
  Score: Raw -195551.519327 + Penalty 2457.871405 = -193093.647922
  nChanged 21
		SP:Iteration 14Q (59445.820000 sec): 3 clusters
  Score: Raw -195567.173470 + Penalty 2457.871405 = -193109.302065
  nChanged 21
		SP:Iteration 15Q (59445.860000 sec): 3 clusters
  Score: Raw -195580.748777 + Penalty 2457.871405 = -193122.877372
  nChanged 28
		SP:Iteration 16Q (59445.890000 sec): 3 clusters
  Score: Raw -195602.284334 + Penalty 2457.871405 = -193144.412929
  nChanged 27
		SP:Iteration 17Q (59445.930000 sec): 3 clusters
  Score: Raw -195619.052726 + Penalty 2457.871405 = -193161.181321
  nChanged 19
		SP:Iteration 18Q (59445.970000 sec): 3 clusters
  Score: Raw -195630.172822 + Penalty 2457.871405 = -193172.301417
  nChanged 12
		SP:Iteration 19Q (59446.000000 sec): 3 clusters
  Score: Raw -195636.100382 + Penalty 2457.871405 = -193178.228976
  nChanged 7
		SP:Iteration 20F (59446.040000 sec): 3 clusters
  Score: Raw -195640.288515 + Penalty 2457.871405 = -193182.417110
  nChanged 9
		SP:Iteration 21Q (59446.080000 sec): 3 clusters
  Score: Raw -195645.255905 + Penalty 2457.871405 = -193187.384500
  nChanged 7
		SP:Iteration 22Q (59446.120000 sec): 3 clusters
  Score: Raw -195649.365173 + Penalty 2457.871405 = -193191.493768
  nChanged 6
		SP:Iteration 23Q (59446.160000 sec): 3 clusters
  Score: Raw -195651.846087 + Penalty 2457.871405 = -193193.974682
  nChanged 4
		SP:Iteration 24Q (59446.190000 sec): 3 clusters
  Score: Raw -195654.882983 + Penalty 2457.871405 = -193197.011578
  nChanged 6
		SP:Iteration 25Q (59446.230000 sec): 3 clusters
  Score: Raw -195657.075892 + Penalty 2457.871405 = -193199.204487
  nChanged 4
		SP:Iteration 26Q (59446.270000 sec): 3 clusters
  Score: Raw -195659.179873 + Penalty 2457.871405 = -193201.308467
  nChanged 3
		SP:Iteration 27Q (59446.300000 sec): 3 clusters
  Score: Raw -195660.603512 + Penalty 2457.871405 = -193202.732107
  nChanged 3
		SP:Iteration 28Q (59446.340000 sec): 3 clusters
  Score: Raw -195664.070181 + Penalty 2457.871405 = -193206.198776
  nChanged 5
		SP:Iteration 29Q (59446.380000 sec): 3 clusters
  Score: Raw -195666.432409 + Penalty 2457.871405 = -193208.561004
  nChanged 5
		SP:Iteration 30Q (59446.420000 sec): 3 clusters
  Score: Raw -195668.988950 + Penalty 2457.871405 = -193211.117545
  nChanged 2
		SP:Iteration 31Q (59446.460000 sec): 3 clusters
  Score: Raw -195670.045278 + Penalty 2457.871405 = -193212.173873
  nChanged 2
		SP:Iteration 32Q (59446.490000 sec): 3 clusters
  Score: Raw -195671.313340 + Penalty 2457.871405 = -193213.441934
  nChanged 4
		SP:Iteration 33Q (59446.530000 sec): 3 clusters
  Score: Raw -195674.115057 + Penalty 2457.871405 = -193216.243652
  nChanged 6
		SP:Iteration 34Q (59446.570000 sec): 3 clusters
  Score: Raw -195676.148642 + Penalty 2457.871405 = -193218.277237
  nChanged 3
		SP:Iteration 35Q (59446.600000 sec): 3 clusters
  Score: Raw -195677.771329 + Penalty 2457.871405 = -193219.899924
  nChanged 4
		SP:Iteration 36Q (59446.640000 sec): 3 clusters
  Score: Raw -195681.153010 + Penalty 2457.871405 = -193223.281605
  nChanged 6
		SP:Iteration 37Q (59446.680000 sec): 3 clusters
  Score: Raw -195684.795037 + Penalty 2457.871405 = -193226.923631
  nChanged 10
		SP:Iteration 38Q (59446.720000 sec): 3 clusters
  Score: Raw -195693.845038 + Penalty 2457.871405 = -193235.973632
  nChanged 13
		SP:Iteration 39Q (59446.760000 sec): 3 clusters
  Score: Raw -195703.832006 + Penalty 2457.871405 = -193245.960600
  nChanged 16
		SP:Iteration 40F (59446.790000 sec): 3 clusters
  Score: Raw -195722.726557 + Penalty 2457.871405 = -193264.855151
  nChanged 23
		SP:Iteration 41Q (59446.830000 sec): 3 clusters
  Score: Raw -195739.586682 + Penalty 2457.871405 = -193281.715277
  nChanged 29
		SP:Iteration 42Q (59446.870000 sec): 3 clusters
  Score: Raw -195760.779705 + Penalty 2457.871405 = -193302.908300
  nChanged 29
		SP:Iteration 43Q (59446.900000 sec): 3 clusters
  Score: Raw -195786.014589 + Penalty 2457.871405 = -193328.143184
  nChanged 31
		SP:Iteration 44Q (59446.940000 sec): 3 clusters
  Score: Raw -195819.868427 + Penalty 2457.871405 = -193361.997022
  nChanged 42
		SP:Iteration 45Q (59446.980000 sec): 3 clusters
  Score: Raw -195860.789800 + Penalty 2457.871405 = -193402.918394
  nChanged 28
		SP:Iteration 46Q (59447.020000 sec): 3 clusters
  Score: Raw -195882.536562 + Penalty 2457.871405 = -193424.665157
  nChanged 19
		SP:Iteration 47Q (59447.050000 sec): 3 clusters
  Score: Raw -195895.881578 + Penalty 2457.871405 = -193438.010173
  nChanged 17
		SP:Iteration 48Q (59447.090000 sec): 3 clusters
  Score: Raw -195907.507279 + Penalty 2457.871405 = -193449.635874
  nChanged 21
		SP:Iteration 49Q (59447.130000 sec): 3 clusters
  Score: Raw -195924.048331 + Penalty 2457.871405 = -193466.176926
  nChanged 12
		SP:Iteration 50Q (59447.160000 sec): 3 clusters
  Score: Raw -195932.000733 + Penalty 2457.871405 = -193474.129328
  nChanged 12
		SP:Iteration 51Q (59447.200000 sec): 3 clusters
  Score: Raw -195942.463929 + Penalty 2457.871405 = -193484.592523
  nChanged 18
		SP:Iteration 52Q (59447.240000 sec): 3 clusters
  Score: Raw -195955.764493 + Penalty 2457.871405 = -193497.893088
  nChanged 16
		SP:Iteration 53Q (59447.280000 sec): 3 clusters
  Score: Raw -195966.883230 + Penalty 2457.871405 = -193509.011825
  nChanged 16
		SP:Iteration 54Q (59447.310000 sec): 3 clusters
  Score: Raw -195978.768882 + Penalty 2457.871405 = -193520.897477
  nChanged 13
		SP:Iteration 55Q (59447.350000 sec): 3 clusters
  Score: Raw -195989.551141 + Penalty 2457.871405 = -193531.679736
  nChanged 10
		SP:Iteration 56Q (59447.380000 sec): 3 clusters
  Score: Raw -195997.396281 + Penalty 2457.871405 = -193539.524876
  nChanged 7
		SP:Iteration 57Q (59447.420000 sec): 3 clusters
  Score: Raw -196003.651039 + Penalty 2457.871405 = -193545.779634
  nChanged 12
		SP:Iteration 58Q (59447.460000 sec): 3 clusters
  Score: Raw -196016.530974 + Penalty 2457.871405 = -193558.659569
  nChanged 15
		SP:Iteration 59Q (59447.500000 sec): 3 clusters
  Score: Raw -196031.277438 + Penalty 2457.871405 = -193573.406033
  nChanged 12
		SP:Iteration 60F (59447.530000 sec): 3 clusters
  Score: Raw -196044.232045 + Penalty 2457.871405 = -193586.360640
  nChanged 15
		SP:Iteration 61Q (59447.570000 sec): 3 clusters
  Score: Raw -196062.686535 + Penalty 2457.871405 = -193604.815130
  nChanged 21
		SP:Iteration 62Q (59447.600000 sec): 3 clusters
  Score: Raw -196094.107289 + Penalty 2457.871405 = -193636.235884
  nChanged 21
		SP:Iteration 63Q (59447.640000 sec): 3 clusters
  Score: Raw -196131.748551 + Penalty 2457.871405 = -193673.877146
  nChanged 22
		SP:Iteration 64Q (59447.680000 sec): 3 clusters
  Score: Raw -196165.797851 + Penalty 2457.871405 = -193707.926446
  nChanged 11
		SP:Iteration 65Q (59447.710000 sec): 3 clusters
  Score: Raw -196182.955496 + Penalty 2457.871405 = -193725.084091
  nChanged 11
		SP:Iteration 66Q (59447.750000 sec): 3 clusters
  Score: Raw -196194.075019 + Penalty 2457.871405 = -193736.203614
  nChanged 7
		SP:Iteration 67Q (59447.780000 sec): 3 clusters
  Score: Raw -196202.012813 + Penalty 2457.871405 = -193744.141408
  nChanged 7
		SP:Iteration 68Q (59447.820000 sec): 3 clusters
  Score: Raw -196211.652438 + Penalty 2457.871405 = -193753.781033
  nChanged 11
		SP:Iteration 69Q (59447.850000 sec): 3 clusters
  Score: Raw -196227.294651 + Penalty 2457.871405 = -193769.423246
  nChanged 8
		SP:Iteration 70Q (59447.890000 sec): 3 clusters
  Score: Raw -196236.526652 + Penalty 2457.871405 = -193778.655247
  nChanged 5
		SP:Iteration 71Q (59447.920000 sec): 3 clusters
  Score: Raw -196241.146614 + Penalty 2457.871405 = -193783.275209
  nChanged 3
		SP:Iteration 72Q (59447.960000 sec): 3 clusters
  Score: Raw -196243.963424 + Penalty 2457.871405 = -193786.092019
  nChanged 2
		SP:Iteration 73Q (59447.990000 sec): 3 clusters
  Score: Raw -196245.460507 + Penalty 2457.871405 = -193787.589102
  nChanged 2
		SP:Iteration 74Q (59448.030000 sec): 3 clusters
  Score: Raw -196247.067781 + Penalty 2457.871405 = -193789.196376
  nChanged 4
		SP:Iteration 75Q (59448.060000 sec): 3 clusters
  Score: Raw -196250.179997 + Penalty 2457.871405 = -193792.308592
  nChanged 2
		SP:Iteration 76Q (59448.100000 sec): 3 clusters
  Score: Raw -196251.193663 + Penalty 2457.871405 = -193793.322258
  nChanged 1
		SP:Iteration 77Q (59448.130000 sec): 3 clusters
  Score: Raw -196252.378360 + Penalty 2457.871405 = -193794.506955
  nChanged 1
		SP:Iteration 78Q (59448.170000 sec): 3 clusters
  Score: Raw -196252.680436 + Penalty 2457.871405 = -193794.809030
  nChanged 0
		SP:Iteration 79F (59448.200000 sec): 3 clusters
  Score: Raw -196252.680436 + Penalty 2457.871405 = -193794.809030
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59448.280000 sec): 2 clusters
  Score: Raw -377033.213100 + Penalty 1344.292724 = -375688.920376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59448.360000 sec): 3 clusters
  Score: Raw -375088.642003 + Penalty 2688.585448 = -372400.056555
  nChanged 1509
		SP:Iteration 1F (59448.430000 sec): 3 clusters
  Score: Raw -375978.365191 + Penalty 2688.585448 = -373289.779743
  nChanged 296
		SP:Iteration 2F (59448.510000 sec): 3 clusters
  Score: Raw -376169.325957 + Penalty 2688.585448 = -373480.740509
  nChanged 237
		SP:Iteration 3F (59448.580000 sec): 3 clusters
  Score: Raw -376331.514802 + Penalty 2688.585448 = -373642.929354
  nChanged 209
		SP:Iteration 4F (59448.660000 sec): 3 clusters
  Score: Raw -376501.713648 + Penalty 2688.585448 = -373813.128201
  nChanged 203
		SP:Iteration 5F (59448.730000 sec): 3 clusters
  Score: Raw -376680.036492 + Penalty 2688.585448 = -373991.451044
  nChanged 196
		SP:Iteration 6F (59448.800000 sec): 3 clusters
  Score: Raw -376861.329954 + Penalty 2688.585448 = -374172.744506
  nChanged 187
		SP:Iteration 7Q (59448.880000 sec): 3 clusters
  Score: Raw -377043.505362 + Penalty 2688.585448 = -374354.919914
  nChanged 176
		SP:Iteration 8Q (59448.960000 sec): 3 clusters
  Score: Raw -377204.935403 + Penalty 2688.585448 = -374516.349955
  nChanged 157
		SP:Iteration 9Q (59449.030000 sec): 3 clusters
  Score: Raw -377313.586028 + Penalty 2688.585448 = -374625.000580
  nChanged 105
		SP:Iteration 10Q (59449.110000 sec): 3 clusters
  Score: Raw -377367.261581 + Penalty 2688.585448 = -374678.676133
  nChanged 70
		SP:Iteration 11Q (59449.190000 sec): 3 clusters
  Score: Raw -377398.201723 + Penalty 2688.585448 = -374709.616275
  nChanged 54
		SP:Iteration 12Q (59449.260000 sec): 3 clusters
  Score: Raw -377422.233012 + Penalty 2688.585448 = -374733.647564
  nChanged 47
		SP:Iteration 13Q (59449.340000 sec): 3 clusters
  Score: Raw -377447.479400 + Penalty 2688.585448 = -374758.893952
  nChanged 46
		SP:Iteration 14Q (59449.410000 sec): 3 clusters
  Score: Raw -377464.277932 + Penalty 2688.585448 = -374775.692484
  nChanged 29
		SP:Iteration 15Q (59449.490000 sec): 3 clusters
  Score: Raw -377474.111695 + Penalty 2688.585448 = -374785.526247
  nChanged 25
		SP:Iteration 16Q (59449.560000 sec): 3 clusters
  Score: Raw -377483.480803 + Penalty 2688.585448 = -374794.895355
  nChanged 14
		SP:Iteration 17Q (59449.640000 sec): 3 clusters
  Score: Raw -377487.419901 + Penalty 2688.585448 = -374798.834454
  nChanged 7
		SP:Iteration 18Q (59449.710000 sec): 3 clusters
  Score: Raw -377489.041995 + Penalty 2688.585448 = -374800.456547
  nChanged 5
		SP:Iteration 19Q (59449.790000 sec): 3 clusters
  Score: Raw -377490.719603 + Penalty 2688.585448 = -374802.134155
  nChanged 7
		SP:Iteration 20F (59449.860000 sec): 3 clusters
  Score: Raw -377492.590254 + Penalty 2688.585448 = -374804.004807
  nChanged 8
		SP:Iteration 21Q (59449.940000 sec): 3 clusters
  Score: Raw -377494.863357 + Penalty 2688.585448 = -374806.277909
  nChanged 8
		SP:Iteration 22Q (59450.010000 sec): 3 clusters
  Score: Raw -377496.524599 + Penalty 2688.585448 = -374807.939151
  nChanged 7
		SP:Iteration 23Q (59450.090000 sec): 3 clusters
  Score: Raw -377498.221640 + Penalty 2688.585448 = -374809.636192
  nChanged 4
		SP:Iteration 24Q (59450.170000 sec): 3 clusters
  Score: Raw -377498.976499 + Penalty 2688.585448 = -374810.391051
  nChanged 3
		SP:Iteration 25Q (59450.240000 sec): 3 clusters
  Score: Raw -377499.571913 + Penalty 2688.585448 = -374810.986465
  nChanged 2
		SP:Iteration 26Q (59450.310000 sec): 3 clusters
  Score: Raw -377500.070548 + Penalty 2688.585448 = -374811.485101
  nChanged 2
		SP:Iteration 27Q (59450.390000 sec): 3 clusters
  Score: Raw -377500.523539 + Penalty 2688.585448 = -374811.938091
  nChanged 1
		SP:Iteration 28Q (59450.470000 sec): 3 clusters
  Score: Raw -377500.728938 + Penalty 2688.585448 = -374812.143490
  nChanged 2
		SP:Iteration 29Q (59450.540000 sec): 3 clusters
  Score: Raw -377501.347782 + Penalty 2688.585448 = -374812.762334
  nChanged 4
		SP:Iteration 30Q (59450.620000 sec): 3 clusters
  Score: Raw -377502.722571 + Penalty 2688.585448 = -374814.137123
  nChanged 8
		SP:Iteration 31Q (59450.690000 sec): 3 clusters
  Score: Raw -377505.269846 + Penalty 2688.585448 = -374816.684398
  nChanged 9
		SP:Iteration 32Q (59450.770000 sec): 3 clusters
  Score: Raw -377508.004945 + Penalty 2688.585448 = -374819.419498
  nChanged 10
		SP:Iteration 33Q (59450.840000 sec): 3 clusters
  Score: Raw -377510.952773 + Penalty 2688.585448 = -374822.367326
  nChanged 7
		SP:Iteration 34Q (59450.920000 sec): 3 clusters
  Score: Raw -377512.750815 + Penalty 2688.585448 = -374824.165367
  nChanged 8
		SP:Iteration 35Q (59450.990000 sec): 3 clusters
  Score: Raw -377515.069180 + Penalty 2688.585448 = -374826.483732
  nChanged 3
		SP:Iteration 36Q (59451.070000 sec): 3 clusters
  Score: Raw -377515.782153 + Penalty 2688.585448 = -374827.196705
  nChanged 3
		SP:Iteration 37Q (59451.150000 sec): 3 clusters
  Score: Raw -377516.536930 + Penalty 2688.585448 = -374827.951482
  nChanged 3
		SP:Iteration 38Q (59451.220000 sec): 3 clusters
  Score: Raw -377517.823925 + Penalty 2688.585448 = -374829.238477
  nChanged 3
		SP:Iteration 39Q (59451.290000 sec): 3 clusters
  Score: Raw -377518.710623 + Penalty 2688.585448 = -374830.125176
  nChanged 4
		SP:Iteration 40F (59451.370000 sec): 3 clusters
  Score: Raw -377519.532380 + Penalty 2688.585448 = -374830.946932
  nChanged 1
		SP:Iteration 41Q (59451.450000 sec): 3 clusters
  Score: Raw -377519.851686 + Penalty 2688.585448 = -374831.266238
  nChanged 1
		SP:Iteration 42Q (59451.520000 sec): 3 clusters
  Score: Raw -377520.138218 + Penalty 2688.585448 = -374831.552770
  nChanged 1
		SP:Iteration 43Q (59451.590000 sec): 3 clusters
  Score: Raw -377520.264792 + Penalty 2688.585448 = -374831.679344
  nChanged 0
		SP:Iteration 44F (59451.670000 sec): 3 clusters
  Score: Raw -377520.264792 + Penalty 2688.585448 = -374831.679344
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (12306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59451.790000 sec): 2 clusters
  Score: Raw -1178197.825962 + Penalty 1530.399362 = -1176667.426600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59451.990000 sec): 3 clusters
  Score: Raw -1171117.497676 + Penalty 3060.798724 = -1168056.698952
  nChanged 5346
		SP:Iteration 1F (59452.170000 sec): 3 clusters
  Score: Raw -1174050.573865 + Penalty 3060.798724 = -1170989.775141
  nChanged 829
		SP:Iteration 2F (59452.350000 sec): 3 clusters
  Score: Raw -1174472.949588 + Penalty 3060.798724 = -1171412.150865
  nChanged 741
		SP:Iteration 3F (59452.550000 sec): 3 clusters
  Score: Raw -1174876.012245 + Penalty 3060.798724 = -1171815.213521
  nChanged 707
		SP:Iteration 4F (59452.730000 sec): 3 clusters
  Score: Raw -1175277.309196 + Penalty 3060.798724 = -1172216.510472
  nChanged 698
		SP:Iteration 5F (59452.910000 sec): 3 clusters
  Score: Raw -1175708.632641 + Penalty 3060.798724 = -1172647.833918
  nChanged 708
		SP:Iteration 6F (59453.110000 sec): 3 clusters
  Score: Raw -1176218.477638 + Penalty 3060.798724 = -1173157.678914
  nChanged 677
		SP:Iteration 7F (59453.290000 sec): 3 clusters
  Score: Raw -1176725.132233 + Penalty 3060.798724 = -1173664.333509
  nChanged 621
		SP:Iteration 8F (59453.480000 sec): 3 clusters
  Score: Raw -1177273.398415 + Penalty 3060.798724 = -1174212.599692
  nChanged 522
		SP:Iteration 9Q (59453.660000 sec): 3 clusters
  Score: Raw -1177709.222778 + Penalty 3060.798724 = -1174648.424054
  nChanged 318
		SP:Iteration 10Q (59453.850000 sec): 3 clusters
  Score: Raw -1177945.204525 + Penalty 3060.798724 = -1174884.405801
  nChanged 208
		SP:Iteration 11Q (59454.030000 sec): 3 clusters
  Score: Raw -1178105.080303 + Penalty 3060.798724 = -1175044.281579
  nChanged 146
		SP:Iteration 12Q (59454.220000 sec): 3 clusters
  Score: Raw -1178223.427313 + Penalty 3060.798724 = -1175162.628589
  nChanged 94
		SP:Iteration 13Q (59454.400000 sec): 3 clusters
  Score: Raw -1178316.144074 + Penalty 3060.798724 = -1175255.345350
  nChanged 73
		SP:Iteration 14Q (59454.560000 sec): 3 clusters
  Score: Raw -1178393.332639 + Penalty 3060.798724 = -1175332.533915
  nChanged 56
		SP:Iteration 15Q (59454.760000 sec): 3 clusters
  Score: Raw -1178454.217711 + Penalty 3060.798724 = -1175393.418987
  nChanged 44
		SP:Iteration 16Q (59454.930000 sec): 3 clusters
  Score: Raw -1178499.890190 + Penalty 3060.798724 = -1175439.091467
  nChanged 35
		SP:Iteration 17Q (59455.090000 sec): 3 clusters
  Score: Raw -1178538.128963 + Penalty 3060.798724 = -1175477.330239
  nChanged 27
		SP:Iteration 18Q (59455.290000 sec): 3 clusters
  Score: Raw -1178564.287441 + Penalty 3060.798724 = -1175503.488717
  nChanged 21
		SP:Iteration 19Q (59455.460000 sec): 3 clusters
  Score: Raw -1178581.507895 + Penalty 3060.798724 = -1175520.709171
  nChanged 17
		SP:Iteration 20F (59455.630000 sec): 3 clusters
  Score: Raw -1178600.087521 + Penalty 3060.798724 = -1175539.288797
  nChanged 12
		SP:Iteration 21Q (59455.810000 sec): 3 clusters
  Score: Raw -1178607.392535 + Penalty 3060.798724 = -1175546.593811
  nChanged 10
		SP:Iteration 22Q (59455.980000 sec): 3 clusters
  Score: Raw -1178611.939203 + Penalty 3060.798724 = -1175551.140479
  nChanged 11
		SP:Iteration 23Q (59456.170000 sec): 3 clusters
  Score: Raw -1178620.401852 + Penalty 3060.798724 = -1175559.603128
  nChanged 9
		SP:Iteration 24Q (59456.340000 sec): 3 clusters
  Score: Raw -1178631.304293 + Penalty 3060.798724 = -1175570.505569
  nChanged 10
		SP:Iteration 25Q (59456.500000 sec): 3 clusters
  Score: Raw -1178638.110038 + Penalty 3060.798724 = -1175577.311314
  nChanged 5
		SP:Iteration 26Q (59456.680000 sec): 3 clusters
  Score: Raw -1178641.266755 + Penalty 3060.798724 = -1175580.468031
  nChanged 5
		SP:Iteration 27Q (59456.840000 sec): 3 clusters
  Score: Raw -1178644.350931 + Penalty 3060.798724 = -1175583.552207
  nChanged 3
		SP:Iteration 28Q (59457.030000 sec): 3 clusters
  Score: Raw -1178646.205439 + Penalty 3060.798724 = -1175585.406715
  nChanged 2
		SP:Iteration 29Q (59457.200000 sec): 3 clusters
  Score: Raw -1178646.979682 + Penalty 3060.798724 = -1175586.180958
  nChanged 2
		SP:Iteration 30Q (59457.390000 sec): 3 clusters
  Score: Raw -1178648.775205 + Penalty 3060.798724 = -1175587.976481
  nChanged 1
		SP:Iteration 31Q (59457.560000 sec): 3 clusters
  Score: Raw -1178649.682225 + Penalty 3060.798724 = -1175588.883502
  nChanged 0
		SP:Iteration 32F (59457.740000 sec): 3 clusters
  Score: Raw -1178649.682225 + Penalty 3060.798724 = -1175588.883502
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59457.840000 sec): 2 clusters
  Score: Raw -469149.313238 + Penalty 1383.229356 = -467766.083883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59457.940000 sec): 3 clusters
  Score: Raw -466551.482860 + Penalty 2766.458711 = -463785.024149
  nChanged 2001
		SP:Iteration 1F (59458.030000 sec): 3 clusters
  Score: Raw -467766.820688 + Penalty 2766.458711 = -465000.361977
  nChanged 421
		SP:Iteration 2F (59458.120000 sec): 3 clusters
  Score: Raw -468010.550324 + Penalty 2766.458711 = -465244.091613
  nChanged 280
		SP:Iteration 3F (59458.220000 sec): 3 clusters
  Score: Raw -468159.513981 + Penalty 2766.458711 = -465393.055270
  nChanged 239
		SP:Iteration 4Q (59458.310000 sec): 3 clusters
  Score: Raw -468274.454552 + Penalty 2766.458711 = -465507.995841
  nChanged 200
		SP:Iteration 5Q (59458.410000 sec): 3 clusters
  Score: Raw -468371.309176 + Penalty 2766.458711 = -465604.850465
  nChanged 175
		SP:Iteration 6Q (59458.500000 sec): 3 clusters
  Score: Raw -468464.438123 + Penalty 2766.458711 = -465697.979412
  nChanged 150
		SP:Iteration 7Q (59458.600000 sec): 3 clusters
  Score: Raw -468546.324033 + Penalty 2766.458711 = -465779.865322
  nChanged 140
		SP:Iteration 8Q (59458.690000 sec): 3 clusters
  Score: Raw -468610.302132 + Penalty 2766.458711 = -465843.843421
  nChanged 108
		SP:Iteration 9Q (59458.790000 sec): 3 clusters
  Score: Raw -468649.782030 + Penalty 2766.458711 = -465883.323319
  nChanged 96
		SP:Iteration 10Q (59458.880000 sec): 3 clusters
  Score: Raw -468682.329934 + Penalty 2766.458711 = -465915.871223
  nChanged 84
		SP:Iteration 11Q (59458.980000 sec): 3 clusters
  Score: Raw -468712.503121 + Penalty 2766.458711 = -465946.044410
  nChanged 76
		SP:Iteration 12Q (59459.070000 sec): 3 clusters
  Score: Raw -468742.928214 + Penalty 2766.458711 = -465976.469503
  nChanged 70
		SP:Iteration 13Q (59459.160000 sec): 3 clusters
  Score: Raw -468765.803941 + Penalty 2766.458711 = -465999.345230
  nChanged 44
		SP:Iteration 14Q (59459.260000 sec): 3 clusters
  Score: Raw -468780.393245 + Penalty 2766.458711 = -466013.934534
  nChanged 44
		SP:Iteration 15Q (59459.350000 sec): 3 clusters
  Score: Raw -468794.155077 + Penalty 2766.458711 = -466027.696366
  nChanged 41
		SP:Iteration 16Q (59459.450000 sec): 3 clusters
  Score: Raw -468803.326782 + Penalty 2766.458711 = -466036.868071
  nChanged 31
		SP:Iteration 17Q (59459.540000 sec): 3 clusters
  Score: Raw -468811.183822 + Penalty 2766.458711 = -466044.725111
  nChanged 24
		SP:Iteration 18Q (59459.640000 sec): 3 clusters
  Score: Raw -468816.954333 + Penalty 2766.458711 = -466050.495622
  nChanged 25
		SP:Iteration 19Q (59459.730000 sec): 3 clusters
  Score: Raw -468822.715129 + Penalty 2766.458711 = -466056.256418
  nChanged 31
		SP:Iteration 20F (59459.820000 sec): 3 clusters
  Score: Raw -468829.583255 + Penalty 2766.458711 = -466063.124544
  nChanged 25
		SP:Iteration 21Q (59459.920000 sec): 3 clusters
  Score: Raw -468834.230222 + Penalty 2766.458711 = -466067.771511
  nChanged 18
		SP:Iteration 22Q (59460.010000 sec): 3 clusters
  Score: Raw -468838.347089 + Penalty 2766.458711 = -466071.888378
  nChanged 17
		SP:Iteration 23Q (59460.100000 sec): 3 clusters
  Score: Raw -468842.955691 + Penalty 2766.458711 = -466076.496980
  nChanged 22
		SP:Iteration 24Q (59460.200000 sec): 3 clusters
  Score: Raw -468849.022857 + Penalty 2766.458711 = -466082.564146
  nChanged 31
		SP:Iteration 25Q (59460.290000 sec): 3 clusters
  Score: Raw -468856.421785 + Penalty 2766.458711 = -466089.963074
  nChanged 29
		SP:Iteration 26Q (59460.390000 sec): 3 clusters
  Score: Raw -468863.862992 + Penalty 2766.458711 = -466097.404281
  nChanged 26
		SP:Iteration 27Q (59460.480000 sec): 3 clusters
  Score: Raw -468872.144037 + Penalty 2766.458711 = -466105.685326
  nChanged 32
		SP:Iteration 28Q (59460.580000 sec): 3 clusters
  Score: Raw -468879.356727 + Penalty 2766.458711 = -466112.898016
  nChanged 24
		SP:Iteration 29Q (59460.670000 sec): 3 clusters
  Score: Raw -468885.769062 + Penalty 2766.458711 = -466119.310351
  nChanged 22
		SP:Iteration 30Q (59460.760000 sec): 3 clusters
  Score: Raw -468890.486493 + Penalty 2766.458711 = -466124.027782
  nChanged 17
		SP:Iteration 31Q (59460.860000 sec): 3 clusters
  Score: Raw -468895.448178 + Penalty 2766.458711 = -466128.989467
  nChanged 15
		SP:Iteration 32Q (59460.960000 sec): 3 clusters
  Score: Raw -468898.592076 + Penalty 2766.458711 = -466132.133365
  nChanged 13
		SP:Iteration 33Q (59461.050000 sec): 3 clusters
  Score: Raw -468902.619403 + Penalty 2766.458711 = -466136.160692
  nChanged 15
		SP:Iteration 34Q (59461.140000 sec): 3 clusters
  Score: Raw -468906.700301 + Penalty 2766.458711 = -466140.241590
  nChanged 15
		SP:Iteration 35Q (59461.240000 sec): 3 clusters
  Score: Raw -468908.347430 + Penalty 2766.458711 = -466141.888718
  nChanged 11
		SP:Iteration 36Q (59461.330000 sec): 3 clusters
  Score: Raw -468909.562908 + Penalty 2766.458711 = -466143.104197
  nChanged 5
		SP:Iteration 37Q (59461.430000 sec): 3 clusters
  Score: Raw -468910.507794 + Penalty 2766.458711 = -466144.049083
  nChanged 5
		SP:Iteration 38Q (59461.520000 sec): 3 clusters
  Score: Raw -468911.329187 + Penalty 2766.458711 = -466144.870476
  nChanged 2
		SP:Iteration 39Q (59461.620000 sec): 3 clusters
  Score: Raw -468912.167348 + Penalty 2766.458711 = -466145.708637
  nChanged 2
		SP:Iteration 40F (59461.710000 sec): 3 clusters
  Score: Raw -468912.644981 + Penalty 2766.458711 = -466146.186270
  nChanged 2
		SP:Iteration 41Q (59461.800000 sec): 3 clusters
  Score: Raw -468912.804619 + Penalty 2766.458711 = -466146.345908
  nChanged 2
		SP:Iteration 42Q (59461.900000 sec): 3 clusters
  Score: Raw -468912.906722 + Penalty 2766.458711 = -466146.448011
  nChanged 0
		SP:Iteration 43F (59461.990000 sec): 3 clusters
  Score: Raw -468912.906722 + Penalty 2766.458711 = -466146.448011
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59462.070000 sec): 2 clusters
  Score: Raw -534990.768487 + Penalty 1384.983671 = -533605.784816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59462.180000 sec): 3 clusters
  Score: Raw -532385.226252 + Penalty 2769.967342 = -529615.258910
  nChanged 2026
		SP:Iteration 1F (59462.270000 sec): 3 clusters
  Score: Raw -533491.738436 + Penalty 2769.967342 = -530721.771094
  nChanged 363
		SP:Iteration 2F (59462.370000 sec): 3 clusters
  Score: Raw -533679.586560 + Penalty 2769.967342 = -530909.619219
  nChanged 265
		SP:Iteration 3F (59462.470000 sec): 3 clusters
  Score: Raw -533808.792833 + Penalty 2769.967342 = -531038.825492
  nChanged 214
		SP:Iteration 4Q (59462.570000 sec): 3 clusters
  Score: Raw -533904.304524 + Penalty 2769.967342 = -531134.337182
  nChanged 148
		SP:Iteration 5Q (59462.670000 sec): 3 clusters
  Score: Raw -533956.056938 + Penalty 2769.967342 = -531186.089596
  nChanged 107
		SP:Iteration 6Q (59462.770000 sec): 3 clusters
  Score: Raw -534002.509268 + Penalty 2769.967342 = -531232.541926
  nChanged 101
		SP:Iteration 7Q (59462.870000 sec): 3 clusters
  Score: Raw -534034.492268 + Penalty 2769.967342 = -531264.524926
  nChanged 83
		SP:Iteration 8Q (59462.970000 sec): 3 clusters
  Score: Raw -534061.095810 + Penalty 2769.967342 = -531291.128468
  nChanged 75
		SP:Iteration 9Q (59463.070000 sec): 3 clusters
  Score: Raw -534083.055525 + Penalty 2769.967342 = -531313.088183
  nChanged 62
		SP:Iteration 10Q (59463.170000 sec): 3 clusters
  Score: Raw -534101.910314 + Penalty 2769.967342 = -531331.942972
  nChanged 63
		SP:Iteration 11Q (59463.270000 sec): 3 clusters
  Score: Raw -534121.074126 + Penalty 2769.967342 = -531351.106784
  nChanged 53
		SP:Iteration 12Q (59463.370000 sec): 3 clusters
  Score: Raw -534138.081724 + Penalty 2769.967342 = -531368.114383
  nChanged 56
		SP:Iteration 13Q (59463.470000 sec): 3 clusters
  Score: Raw -534153.592136 + Penalty 2769.967342 = -531383.624794
  nChanged 42
		SP:Iteration 14Q (59463.570000 sec): 3 clusters
  Score: Raw -534162.148151 + Penalty 2769.967342 = -531392.180809
  nChanged 27
		SP:Iteration 15Q (59463.670000 sec): 3 clusters
  Score: Raw -534166.899260 + Penalty 2769.967342 = -531396.931918
  nChanged 21
		SP:Iteration 16Q (59463.770000 sec): 3 clusters
  Score: Raw -534170.837155 + Penalty 2769.967342 = -531400.869813
  nChanged 21
		SP:Iteration 17Q (59463.870000 sec): 3 clusters
  Score: Raw -534174.657608 + Penalty 2769.967342 = -531404.690266
  nChanged 12
		SP:Iteration 18Q (59463.970000 sec): 3 clusters
  Score: Raw -534177.618887 + Penalty 2769.967342 = -531407.651545
  nChanged 15
		SP:Iteration 19Q (59464.070000 sec): 3 clusters
  Score: Raw -534180.920674 + Penalty 2769.967342 = -531410.953333
  nChanged 15
		SP:Iteration 20F (59464.170000 sec): 3 clusters
  Score: Raw -534184.102829 + Penalty 2769.967342 = -531414.135487
  nChanged 16
		SP:Iteration 21Q (59464.270000 sec): 3 clusters
  Score: Raw -534186.562814 + Penalty 2769.967342 = -531416.595472
  nChanged 13
		SP:Iteration 22Q (59464.370000 sec): 3 clusters
  Score: Raw -534188.469134 + Penalty 2769.967342 = -531418.501792
  nChanged 15
		SP:Iteration 23Q (59464.470000 sec): 3 clusters
  Score: Raw -534191.260504 + Penalty 2769.967342 = -531421.293162
  nChanged 12
		SP:Iteration 24Q (59464.570000 sec): 3 clusters
  Score: Raw -534193.210968 + Penalty 2769.967342 = -531423.243626
  nChanged 7
		SP:Iteration 25Q (59464.670000 sec): 3 clusters
  Score: Raw -534194.918317 + Penalty 2769.967342 = -531424.950976
  nChanged 9
		SP:Iteration 26Q (59464.770000 sec): 3 clusters
  Score: Raw -534196.067599 + Penalty 2769.967342 = -531426.100257
  nChanged 6
		SP:Iteration 27Q (59464.870000 sec): 3 clusters
  Score: Raw -534197.557973 + Penalty 2769.967342 = -531427.590632
  nChanged 9
		SP:Iteration 28Q (59464.970000 sec): 3 clusters
  Score: Raw -534199.744099 + Penalty 2769.967342 = -531429.776757
  nChanged 15
		SP:Iteration 29Q (59465.070000 sec): 3 clusters
  Score: Raw -534202.065216 + Penalty 2769.967342 = -531432.097875
  nChanged 11
		SP:Iteration 30Q (59465.170000 sec): 3 clusters
  Score: Raw -534204.456944 + Penalty 2769.967342 = -531434.489602
  nChanged 11
		SP:Iteration 31Q (59465.270000 sec): 3 clusters
  Score: Raw -534206.750446 + Penalty 2769.967342 = -531436.783105
  nChanged 15
		SP:Iteration 32Q (59465.370000 sec): 3 clusters
  Score: Raw -534209.468449 + Penalty 2769.967342 = -531439.501108
  nChanged 6
		SP:Iteration 33Q (59465.470000 sec): 3 clusters
  Score: Raw -534209.998545 + Penalty 2769.967342 = -531440.031204
  nChanged 0
		SP:Iteration 34F (59465.570000 sec): 3 clusters
  Score: Raw -534209.998545 + Penalty 2769.967342 = -531440.031204
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (3981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59465.640000 sec): 2 clusters
  Score: Raw -377453.548462 + Penalty 1347.009352 = -376106.539109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59465.730000 sec): 3 clusters
  Score: Raw -375483.855296 + Penalty 2694.018705 = -372789.836591
  nChanged 1546
		SP:Iteration 1F (59465.820000 sec): 3 clusters
  Score: Raw -376364.059943 + Penalty 2694.018705 = -373670.041238
  nChanged 330
		SP:Iteration 2F (59465.900000 sec): 3 clusters
  Score: Raw -376587.262408 + Penalty 2694.018705 = -373893.243703
  nChanged 253
		SP:Iteration 3F (59465.980000 sec): 3 clusters
  Score: Raw -376768.409422 + Penalty 2694.018705 = -374074.390717
  nChanged 211
		SP:Iteration 4F (59466.050000 sec): 3 clusters
  Score: Raw -376898.835570 + Penalty 2694.018705 = -374204.816865
  nChanged 165
		SP:Iteration 5Q (59466.140000 sec): 3 clusters
  Score: Raw -377006.939364 + Penalty 2694.018705 = -374312.920659
  nChanged 145
		SP:Iteration 6Q (59466.220000 sec): 3 clusters
  Score: Raw -377103.733499 + Penalty 2694.018705 = -374409.714794
  nChanged 130
		SP:Iteration 7Q (59466.300000 sec): 3 clusters
  Score: Raw -377188.661747 + Penalty 2694.018705 = -374494.643042
  nChanged 131
		SP:Iteration 8Q (59466.380000 sec): 3 clusters
  Score: Raw -377295.595427 + Penalty 2694.018705 = -374601.576722
  nChanged 149
		SP:Iteration 9Q (59466.460000 sec): 3 clusters
  Score: Raw -377402.007159 + Penalty 2694.018705 = -374707.988454
  nChanged 136
		SP:Iteration 10Q (59466.540000 sec): 3 clusters
  Score: Raw -377503.705996 + Penalty 2694.018705 = -374809.687291
  nChanged 120
		SP:Iteration 11Q (59466.610000 sec): 3 clusters
  Score: Raw -377575.342527 + Penalty 2694.018705 = -374881.323822
  nChanged 98
		SP:Iteration 12Q (59466.690000 sec): 3 clusters
  Score: Raw -377645.837859 + Penalty 2694.018705 = -374951.819154
  nChanged 97
		SP:Iteration 13Q (59466.770000 sec): 3 clusters
  Score: Raw -377715.742088 + Penalty 2694.018705 = -375021.723383
  nChanged 79
		SP:Iteration 14Q (59466.850000 sec): 3 clusters
  Score: Raw -377781.210217 + Penalty 2694.018705 = -375087.191512
  nChanged 82
		SP:Iteration 15Q (59466.930000 sec): 3 clusters
  Score: Raw -377845.823116 + Penalty 2694.018705 = -375151.804411
  nChanged 78
		SP:Iteration 16Q (59467.010000 sec): 3 clusters
  Score: Raw -377896.509047 + Penalty 2694.018705 = -375202.490342
  nChanged 70
		SP:Iteration 17Q (59467.090000 sec): 3 clusters
  Score: Raw -377948.145643 + Penalty 2694.018705 = -375254.126938
  nChanged 69
		SP:Iteration 18Q (59467.170000 sec): 3 clusters
  Score: Raw -377986.951862 + Penalty 2694.018705 = -375292.933157
  nChanged 51
		SP:Iteration 19Q (59467.240000 sec): 3 clusters
  Score: Raw -378014.485449 + Penalty 2694.018705 = -375320.466744
  nChanged 42
		SP:Iteration 20F (59467.320000 sec): 3 clusters
  Score: Raw -378036.497059 + Penalty 2694.018705 = -375342.478354
  nChanged 34
		SP:Iteration 21Q (59467.400000 sec): 3 clusters
  Score: Raw -378051.561929 + Penalty 2694.018705 = -375357.543224
  nChanged 24
		SP:Iteration 22Q (59467.480000 sec): 3 clusters
  Score: Raw -378062.008753 + Penalty 2694.018705 = -375367.990048
  nChanged 23
		SP:Iteration 23Q (59467.560000 sec): 3 clusters
  Score: Raw -378076.673023 + Penalty 2694.018705 = -375382.654318
  nChanged 30
		SP:Iteration 24Q (59467.640000 sec): 3 clusters
  Score: Raw -378100.265667 + Penalty 2694.018705 = -375406.246962
  nChanged 39
		SP:Iteration 25Q (59467.720000 sec): 3 clusters
  Score: Raw -378120.392298 + Penalty 2694.018705 = -375426.373593
  nChanged 27
		SP:Iteration 26Q (59467.790000 sec): 3 clusters
  Score: Raw -378135.191990 + Penalty 2694.018705 = -375441.173285
  nChanged 32
		SP:Iteration 27Q (59467.870000 sec): 3 clusters
  Score: Raw -378156.746348 + Penalty 2694.018705 = -375462.727643
  nChanged 32
		SP:Iteration 28Q (59467.950000 sec): 3 clusters
  Score: Raw -378174.803280 + Penalty 2694.018705 = -375480.784576
  nChanged 27
		SP:Iteration 29Q (59468.020000 sec): 3 clusters
  Score: Raw -378189.582702 + Penalty 2694.018705 = -375495.563997
  nChanged 29
		SP:Iteration 30Q (59468.100000 sec): 3 clusters
  Score: Raw -378206.443375 + Penalty 2694.018705 = -375512.424670
  nChanged 23
		SP:Iteration 31Q (59468.180000 sec): 3 clusters
  Score: Raw -378216.670065 + Penalty 2694.018705 = -375522.651360
  nChanged 21
		SP:Iteration 32Q (59468.260000 sec): 3 clusters
  Score: Raw -378223.533547 + Penalty 2694.018705 = -375529.514842
  nChanged 21
		SP:Iteration 33Q (59468.340000 sec): 3 clusters
  Score: Raw -378232.452902 + Penalty 2694.018705 = -375538.434197
  nChanged 9
		SP:Iteration 34Q (59468.410000 sec): 3 clusters
  Score: Raw -378237.873462 + Penalty 2694.018705 = -375543.854757
  nChanged 6
		SP:Iteration 35Q (59468.490000 sec): 3 clusters
  Score: Raw -378239.076319 + Penalty 2694.018705 = -375545.057614
  nChanged 3
		SP:Iteration 36Q (59468.570000 sec): 3 clusters
  Score: Raw -378241.412040 + Penalty 2694.018705 = -375547.393335
  nChanged 7
		SP:Iteration 37Q (59468.640000 sec): 3 clusters
  Score: Raw -378243.551815 + Penalty 2694.018705 = -375549.533110
  nChanged 3
		SP:Iteration 38Q (59468.720000 sec): 3 clusters
  Score: Raw -378244.305551 + Penalty 2694.018705 = -375550.286846
  nChanged 3
		SP:Iteration 39Q (59468.800000 sec): 3 clusters
  Score: Raw -378245.010415 + Penalty 2694.018705 = -375550.991710
  nChanged 4
		SP:Iteration 40F (59468.880000 sec): 3 clusters
  Score: Raw -378248.925654 + Penalty 2694.018705 = -375554.906949
  nChanged 4
		SP:Iteration 41Q (59468.960000 sec): 3 clusters
  Score: Raw -378250.157231 + Penalty 2694.018705 = -375556.138526
  nChanged 4
		SP:Iteration 42Q (59469.030000 sec): 3 clusters
  Score: Raw -378251.482686 + Penalty 2694.018705 = -375557.463981
  nChanged 2
		SP:Iteration 43Q (59469.110000 sec): 3 clusters
  Score: Raw -378252.352164 + Penalty 2694.018705 = -375558.333459
  nChanged 1
		SP:Iteration 44Q (59469.190000 sec): 3 clusters
  Score: Raw -378252.603297 + Penalty 2694.018705 = -375558.584592
  nChanged 1
		SP:Iteration 45Q (59469.260000 sec): 3 clusters
  Score: Raw -378252.773987 + Penalty 2694.018705 = -375558.755282
  nChanged 0
		SP:Iteration 46F (59469.340000 sec): 3 clusters
  Score: Raw -378252.773987 + Penalty 2694.018705 = -375558.755282
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59469.410000 sec): 2 clusters
  Score: Raw -226333.937626 + Penalty 1262.042746 = -225071.894881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59469.460000 sec): 3 clusters
  Score: Raw -225283.915896 + Penalty 2524.085492 = -222759.830404
  nChanged 862
		SP:Iteration 1F (59469.500000 sec): 3 clusters
  Score: Raw -225786.531398 + Penalty 2524.085492 = -223262.445906
  nChanged 208
		SP:Iteration 2F (59469.550000 sec): 3 clusters
  Score: Raw -225958.471356 + Penalty 2524.085492 = -223434.385864
  nChanged 152
		SP:Iteration 3F (59469.590000 sec): 3 clusters
  Score: Raw -226091.362204 + Penalty 2524.085492 = -223567.276712
  nChanged 122
		SP:Iteration 4F (59469.640000 sec): 3 clusters
  Score: Raw -226211.429767 + Penalty 2524.085492 = -223687.344276
  nChanged 85
		SP:Iteration 5Q (59469.680000 sec): 3 clusters
  Score: Raw -226269.626277 + Penalty 2524.085492 = -223745.540786
  nChanged 65
		SP:Iteration 6Q (59469.730000 sec): 3 clusters
  Score: Raw -226314.145070 + Penalty 2524.085492 = -223790.059578
  nChanged 48
		SP:Iteration 7Q (59469.770000 sec): 3 clusters
  Score: Raw -226355.494627 + Penalty 2524.085492 = -223831.409135
  nChanged 54
		SP:Iteration 8Q (59469.820000 sec): 3 clusters
  Score: Raw -226384.115091 + Penalty 2524.085492 = -223860.029599
  nChanged 34
		SP:Iteration 9Q (59469.860000 sec): 3 clusters
  Score: Raw -226406.062854 + Penalty 2524.085492 = -223881.977362
  nChanged 42
		SP:Iteration 10Q (59469.900000 sec): 3 clusters
  Score: Raw -226428.588747 + Penalty 2524.085492 = -223904.503256
  nChanged 34
		SP:Iteration 11Q (59469.950000 sec): 3 clusters
  Score: Raw -226442.835214 + Penalty 2524.085492 = -223918.749722
  nChanged 21
		SP:Iteration 12Q (59469.990000 sec): 3 clusters
  Score: Raw -226454.855110 + Penalty 2524.085492 = -223930.769618
  nChanged 22
		SP:Iteration 13Q (59470.040000 sec): 3 clusters
  Score: Raw -226466.751448 + Penalty 2524.085492 = -223942.665956
  nChanged 19
		SP:Iteration 14Q (59470.080000 sec): 3 clusters
  Score: Raw -226479.163195 + Penalty 2524.085492 = -223955.077703
  nChanged 23
		SP:Iteration 15Q (59470.130000 sec): 3 clusters
  Score: Raw -226493.966641 + Penalty 2524.085492 = -223969.881149
  nChanged 18
		SP:Iteration 16Q (59470.170000 sec): 3 clusters
  Score: Raw -226503.621000 + Penalty 2524.085492 = -223979.535508
  nChanged 14
		SP:Iteration 17Q (59470.220000 sec): 3 clusters
  Score: Raw -226509.041985 + Penalty 2524.085492 = -223984.956493
  nChanged 13
		SP:Iteration 18Q (59470.260000 sec): 3 clusters
  Score: Raw -226516.477688 + Penalty 2524.085492 = -223992.392196
  nChanged 15
		SP:Iteration 19Q (59470.310000 sec): 3 clusters
  Score: Raw -226522.970571 + Penalty 2524.085492 = -223998.885079
  nChanged 13
		SP:Iteration 20F (59470.360000 sec): 3 clusters
  Score: Raw -226529.280423 + Penalty 2524.085492 = -224005.194931
  nChanged 10
		SP:Iteration 21Q (59470.400000 sec): 3 clusters
  Score: Raw -226535.545669 + Penalty 2524.085492 = -224011.460177
  nChanged 11
		SP:Iteration 22Q (59470.450000 sec): 3 clusters
  Score: Raw -226540.533953 + Penalty 2524.085492 = -224016.448461
  nChanged 13
		SP:Iteration 23Q (59470.490000 sec): 3 clusters
  Score: Raw -226545.256135 + Penalty 2524.085492 = -224021.170643
  nChanged 7
		SP:Iteration 24Q (59470.540000 sec): 3 clusters
  Score: Raw -226547.772683 + Penalty 2524.085492 = -224023.687191
  nChanged 2
		SP:Iteration 25Q (59470.580000 sec): 3 clusters
  Score: Raw -226548.338752 + Penalty 2524.085492 = -224024.253260
  nChanged 0
		SP:Iteration 26F (59470.630000 sec): 3 clusters
  Score: Raw -226548.338752 + Penalty 2524.085492 = -224024.253260
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59470.750000 sec): 2 clusters
  Score: Raw -692642.270025 + Penalty 1444.176233 = -691198.093792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59470.900000 sec): 3 clusters
  Score: Raw -688696.018426 + Penalty 2888.352465 = -685807.665961
  nChanged 3054
		SP:Iteration 1F (59471.010000 sec): 3 clusters
  Score: Raw -690499.840313 + Penalty 2888.352465 = -687611.487848
  nChanged 569
		SP:Iteration 2F (59471.120000 sec): 3 clusters
  Score: Raw -690816.497638 + Penalty 2888.352465 = -687928.145172
  nChanged 423
		SP:Iteration 3F (59471.230000 sec): 3 clusters
  Score: Raw -691048.189561 + Penalty 2888.352465 = -688159.837096
  nChanged 354
		SP:Iteration 4Q (59471.350000 sec): 3 clusters
  Score: Raw -691247.007738 + Penalty 2888.352465 = -688358.655273
  nChanged 333
		SP:Iteration 5Q (59471.460000 sec): 3 clusters
  Score: Raw -691419.793492 + Penalty 2888.352465 = -688531.441027
  nChanged 276
		SP:Iteration 6Q (59471.580000 sec): 3 clusters
  Score: Raw -691565.609287 + Penalty 2888.352465 = -688677.256822
  nChanged 259
		SP:Iteration 7Q (59471.700000 sec): 3 clusters
  Score: Raw -691706.129332 + Penalty 2888.352465 = -688817.776867
  nChanged 241
		SP:Iteration 8Q (59471.820000 sec): 3 clusters
  Score: Raw -691833.159831 + Penalty 2888.352465 = -688944.807366
  nChanged 192
		SP:Iteration 9Q (59471.940000 sec): 3 clusters
  Score: Raw -691940.886424 + Penalty 2888.352465 = -689052.533958
  nChanged 206
		SP:Iteration 10Q (59472.050000 sec): 3 clusters
  Score: Raw -692050.873053 + Penalty 2888.352465 = -689162.520588
  nChanged 193
		SP:Iteration 11Q (59472.170000 sec): 3 clusters
  Score: Raw -692152.407903 + Penalty 2888.352465 = -689264.055438
  nChanged 156
		SP:Iteration 12Q (59472.280000 sec): 3 clusters
  Score: Raw -692227.189703 + Penalty 2888.352465 = -689338.837237
  nChanged 133
		SP:Iteration 13Q (59472.400000 sec): 3 clusters
  Score: Raw -692289.446842 + Penalty 2888.352465 = -689401.094377
  nChanged 128
		SP:Iteration 14Q (59472.510000 sec): 3 clusters
  Score: Raw -692332.838752 + Penalty 2888.352465 = -689444.486287
  nChanged 103
		SP:Iteration 15Q (59472.630000 sec): 3 clusters
  Score: Raw -692371.641414 + Penalty 2888.352465 = -689483.288949
  nChanged 82
		SP:Iteration 16Q (59472.740000 sec): 3 clusters
  Score: Raw -692398.235450 + Penalty 2888.352465 = -689509.882985
  nChanged 72
		SP:Iteration 17Q (59472.860000 sec): 3 clusters
  Score: Raw -692424.356946 + Penalty 2888.352465 = -689536.004481
  nChanged 70
		SP:Iteration 18Q (59472.970000 sec): 3 clusters
  Score: Raw -692445.342125 + Penalty 2888.352465 = -689556.989660
  nChanged 65
		SP:Iteration 19Q (59473.090000 sec): 3 clusters
  Score: Raw -692469.122749 + Penalty 2888.352465 = -689580.770284
  nChanged 62
		SP:Iteration 20F (59473.220000 sec): 3 clusters
  Score: Raw -692486.685052 + Penalty 2888.352465 = -689598.332586
  nChanged 48
		SP:Iteration 21Q (59473.340000 sec): 3 clusters
  Score: Raw -692502.414874 + Penalty 2888.352465 = -689614.062409
  nChanged 47
		SP:Iteration 22Q (59473.470000 sec): 3 clusters
  Score: Raw -692519.547908 + Penalty 2888.352465 = -689631.195442
  nChanged 62
		SP:Iteration 23Q (59473.600000 sec): 3 clusters
  Score: Raw -692538.018414 + Penalty 2888.352465 = -689649.665949
  nChanged 58
		SP:Iteration 24Q (59473.720000 sec): 3 clusters
  Score: Raw -692559.035622 + Penalty 2888.352465 = -689670.683157
  nChanged 62
		SP:Iteration 25Q (59473.850000 sec): 3 clusters
  Score: Raw -692584.452274 + Penalty 2888.352465 = -689696.099809
  nChanged 71
		SP:Iteration 26Q (59473.980000 sec): 3 clusters
  Score: Raw -692618.873946 + Penalty 2888.352465 = -689730.521481
  nChanged 67
		SP:Iteration 27Q (59474.110000 sec): 3 clusters
  Score: Raw -692652.775765 + Penalty 2888.352465 = -689764.423300
  nChanged 78
		SP:Iteration 28Q (59474.230000 sec): 3 clusters
  Score: Raw -692694.918331 + Penalty 2888.352465 = -689806.565866
  nChanged 80
		SP:Iteration 29Q (59474.360000 sec): 3 clusters
  Score: Raw -692731.058203 + Penalty 2888.352465 = -689842.705738
  nChanged 95
		SP:Iteration 30Q (59474.490000 sec): 3 clusters
  Score: Raw -692771.020420 + Penalty 2888.352465 = -689882.667955
  nChanged 79
		SP:Iteration 31Q (59474.610000 sec): 3 clusters
  Score: Raw -692802.306717 + Penalty 2888.352465 = -689913.954252
  nChanged 75
		SP:Iteration 32Q (59474.740000 sec): 3 clusters
  Score: Raw -692828.112975 + Penalty 2888.352465 = -689939.760509
  nChanged 52
		SP:Iteration 33Q (59474.860000 sec): 3 clusters
  Score: Raw -692844.055287 + Penalty 2888.352465 = -689955.702821
  nChanged 55
		SP:Iteration 34Q (59474.990000 sec): 3 clusters
  Score: Raw -692858.337655 + Penalty 2888.352465 = -689969.985190
  nChanged 34
		SP:Iteration 35Q (59475.120000 sec): 3 clusters
  Score: Raw -692869.634082 + Penalty 2888.352465 = -689981.281617
  nChanged 31
		SP:Iteration 36Q (59475.240000 sec): 3 clusters
  Score: Raw -692878.151006 + Penalty 2888.352465 = -689989.798541
  nChanged 29
		SP:Iteration 37Q (59475.370000 sec): 3 clusters
  Score: Raw -692885.631251 + Penalty 2888.352465 = -689997.278785
  nChanged 21
		SP:Iteration 38Q (59475.490000 sec): 3 clusters
  Score: Raw -692890.311361 + Penalty 2888.352465 = -690001.958896
  nChanged 28
		SP:Iteration 39Q (59475.620000 sec): 3 clusters
  Score: Raw -692896.089533 + Penalty 2888.352465 = -690007.737068
  nChanged 24
		SP:Iteration 40F (59475.740000 sec): 3 clusters
  Score: Raw -692903.141515 + Penalty 2888.352465 = -690014.789050
  nChanged 24
		SP:Iteration 41Q (59475.870000 sec): 3 clusters
  Score: Raw -692911.294107 + Penalty 2888.352465 = -690022.941642
  nChanged 23
		SP:Iteration 42Q (59476.000000 sec): 3 clusters
  Score: Raw -692917.577162 + Penalty 2888.352465 = -690029.224697
  nChanged 22
		SP:Iteration 43Q (59476.120000 sec): 3 clusters
  Score: Raw -692922.336104 + Penalty 2888.352465 = -690033.983638
  nChanged 22
		SP:Iteration 44Q (59476.250000 sec): 3 clusters
  Score: Raw -692927.413374 + Penalty 2888.352465 = -690039.060909
  nChanged 21
		SP:Iteration 45Q (59476.370000 sec): 3 clusters
  Score: Raw -692931.883470 + Penalty 2888.352465 = -690043.531005
  nChanged 26
		SP:Iteration 46Q (59476.500000 sec): 3 clusters
  Score: Raw -692937.585392 + Penalty 2888.352465 = -690049.232927
  nChanged 25
		SP:Iteration 47Q (59476.620000 sec): 3 clusters
  Score: Raw -692942.488167 + Penalty 2888.352465 = -690054.135702
  nChanged 24
		SP:Iteration 48Q (59476.750000 sec): 3 clusters
  Score: Raw -692947.521828 + Penalty 2888.352465 = -690059.169362
  nChanged 18
		SP:Iteration 49Q (59476.870000 sec): 3 clusters
  Score: Raw -692951.752664 + Penalty 2888.352465 = -690063.400199
  nChanged 17
		SP:Iteration 50Q (59477.000000 sec): 3 clusters
  Score: Raw -692956.792030 + Penalty 2888.352465 = -690068.439565
  nChanged 16
		SP:Iteration 51Q (59477.180000 sec): 3 clusters
  Score: Raw -692960.407458 + Penalty 2888.352465 = -690072.054993
  nChanged 22
		SP:Iteration 52Q (59477.390000 sec): 3 clusters
  Score: Raw -692966.125503 + Penalty 2888.352465 = -690077.773038
  nChanged 16
		SP:Iteration 53Q (59477.590000 sec): 3 clusters
  Score: Raw -692969.062069 + Penalty 2888.352465 = -690080.709604
  nChanged 9
		SP:Iteration 54Q (59477.790000 sec): 3 clusters
  Score: Raw -692971.046564 + Penalty 2888.352465 = -690082.694099
  nChanged 9
		SP:Iteration 55Q (59477.990000 sec): 3 clusters
  Score: Raw -692972.604982 + Penalty 2888.352465 = -690084.252516
  nChanged 9
		SP:Iteration 56Q (59478.200000 sec): 3 clusters
  Score: Raw -692974.508489 + Penalty 2888.352465 = -690086.156024
  nChanged 10
		SP:Iteration 57Q (59478.400000 sec): 3 clusters
  Score: Raw -692976.603502 + Penalty 2888.352465 = -690088.251037
  nChanged 11
		SP:Iteration 58Q (59478.600000 sec): 3 clusters
  Score: Raw -692978.962776 + Penalty 2888.352465 = -690090.610311
  nChanged 8
		SP:Iteration 59Q (59478.780000 sec): 3 clusters
  Score: Raw -692981.178123 + Penalty 2888.352465 = -690092.825658
  nChanged 11
		SP:Iteration 60F (59478.900000 sec): 3 clusters
  Score: Raw -692983.558850 + Penalty 2888.352465 = -690095.206385
  nChanged 13
		SP:Iteration 61Q (59479.000000 sec): 3 clusters
  Score: Raw -692986.734241 + Penalty 2888.352465 = -690098.381776
  nChanged 11
		SP:Iteration 62Q (59479.120000 sec): 3 clusters
  Score: Raw -692988.628656 + Penalty 2888.352465 = -690100.276191
  nChanged 14
		SP:Iteration 63Q (59479.220000 sec): 3 clusters
  Score: Raw -692992.039183 + Penalty 2888.352465 = -690103.686717
  nChanged 17
		SP:Iteration 64Q (59479.340000 sec): 3 clusters
  Score: Raw -692996.078689 + Penalty 2888.352465 = -690107.726224
  nChanged 13
		SP:Iteration 65Q (59479.450000 sec): 3 clusters
  Score: Raw -692998.850579 + Penalty 2888.352465 = -690110.498114
  nChanged 10
		SP:Iteration 66Q (59479.560000 sec): 3 clusters
  Score: Raw -693002.141015 + Penalty 2888.352465 = -690113.788550
  nChanged 10
		SP:Iteration 67Q (59479.670000 sec): 3 clusters
  Score: Raw -693004.534774 + Penalty 2888.352465 = -690116.182309
  nChanged 8
		SP:Iteration 68Q (59479.790000 sec): 3 clusters
  Score: Raw -693006.387061 + Penalty 2888.352465 = -690118.034596
  nChanged 7
		SP:Iteration 69Q (59479.920000 sec): 3 clusters
  Score: Raw -693009.091661 + Penalty 2888.352465 = -690120.739196
  nChanged 5
		SP:Iteration 70Q (59480.040000 sec): 3 clusters
  Score: Raw -693010.593273 + Penalty 2888.352465 = -690122.240808
  nChanged 9
		SP:Iteration 71Q (59480.170000 sec): 3 clusters
  Score: Raw -693012.368491 + Penalty 2888.352465 = -690124.016026
  nChanged 7
		SP:Iteration 72Q (59480.290000 sec): 3 clusters
  Score: Raw -693014.812120 + Penalty 2888.352465 = -690126.459655
  nChanged 6
		SP:Iteration 73Q (59480.410000 sec): 3 clusters
  Score: Raw -693016.437682 + Penalty 2888.352465 = -690128.085217
  nChanged 6
		SP:Iteration 74Q (59480.540000 sec): 3 clusters
  Score: Raw -693018.228988 + Penalty 2888.352465 = -690129.876523
  nChanged 4
		SP:Iteration 75Q (59480.660000 sec): 3 clusters
  Score: Raw -693018.986995 + Penalty 2888.352465 = -690130.634530
  nChanged 4
		SP:Iteration 76Q (59480.790000 sec): 3 clusters
  Score: Raw -693019.798549 + Penalty 2888.352465 = -690131.446084
  nChanged 4
		SP:Iteration 77Q (59480.910000 sec): 3 clusters
  Score: Raw -693020.990587 + Penalty 2888.352465 = -690132.638122
  nChanged 6
		SP:Iteration 78Q (59481.040000 sec): 3 clusters
  Score: Raw -693021.875985 + Penalty 2888.352465 = -690133.523520
  nChanged 3
		SP:Iteration 79Q (59481.160000 sec): 3 clusters
  Score: Raw -693022.292383 + Penalty 2888.352465 = -690133.939918
  nChanged 3
		SP:Iteration 80F (59481.290000 sec): 3 clusters
  Score: Raw -693023.233154 + Penalty 2888.352465 = -690134.880688
  nChanged 3
		SP:Iteration 81Q (59481.410000 sec): 3 clusters
  Score: Raw -693023.801135 + Penalty 2888.352465 = -690135.448670
  nChanged 4
		SP:Iteration 82Q (59481.540000 sec): 3 clusters
  Score: Raw -693024.776743 + Penalty 2888.352465 = -690136.424278
  nChanged 3
		SP:Iteration 83Q (59481.660000 sec): 3 clusters
  Score: Raw -693025.254063 + Penalty 2888.352465 = -690136.901598
  nChanged 2
		SP:Iteration 84Q (59481.780000 sec): 3 clusters
  Score: Raw -693026.034458 + Penalty 2888.352465 = -690137.681993
  nChanged 4
		SP:Iteration 85Q (59481.910000 sec): 3 clusters
  Score: Raw -693027.280271 + Penalty 2888.352465 = -690138.927806
  nChanged 2
		SP:Iteration 86Q (59482.030000 sec): 3 clusters
  Score: Raw -693028.175357 + Penalty 2888.352465 = -690139.822892
  nChanged 3
		SP:Iteration 87Q (59482.160000 sec): 3 clusters
  Score: Raw -693028.937885 + Penalty 2888.352465 = -690140.585419
  nChanged 1
		SP:Iteration 88Q (59482.290000 sec): 3 clusters
  Score: Raw -693029.052619 + Penalty 2888.352465 = -690140.700153
  nChanged 0
		SP:Iteration 89F (59482.500000 sec): 3 clusters
  Score: Raw -693029.052619 + Penalty 2888.352465 = -690140.700153
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59482.670000 sec): 2 clusters
  Score: Raw -1694061.261883 + Penalty 1569.014657 = -1692492.247226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59482.900000 sec): 3 clusters
  Score: Raw -1684864.547397 + Penalty 3138.029313 = -1681726.518083
  nChanged 6952
		SP:Iteration 1F (59483.100000 sec): 3 clusters
  Score: Raw -1688717.470168 + Penalty 3138.029313 = -1685579.440854
  nChanged 898
		SP:Iteration 2F (59483.290000 sec): 3 clusters
  Score: Raw -1689100.409524 + Penalty 3138.029313 = -1685962.380211
  nChanged 769
		SP:Iteration 3Q (59483.500000 sec): 3 clusters
  Score: Raw -1689434.618947 + Penalty 3138.029313 = -1686296.589634
  nChanged 697
		SP:Iteration 4Q (59483.760000 sec): 3 clusters
  Score: Raw -1689784.537702 + Penalty 3138.029313 = -1686646.508389
  nChanged 663
		SP:Iteration 5Q (59483.990000 sec): 3 clusters
  Score: Raw -1690146.296306 + Penalty 3138.029313 = -1687008.266993
  nChanged 669
		SP:Iteration 6Q (59484.200000 sec): 3 clusters
  Score: Raw -1690534.783219 + Penalty 3138.029313 = -1687396.753905
  nChanged 669
		SP:Iteration 7Q (59484.400000 sec): 3 clusters
  Score: Raw -1690917.264637 + Penalty 3138.029313 = -1687779.235324
  nChanged 668
		SP:Iteration 8Q (59484.670000 sec): 3 clusters
  Score: Raw -1691290.935988 + Penalty 3138.029313 = -1688152.906675
  nChanged 620
		SP:Iteration 9Q (59484.900000 sec): 3 clusters
  Score: Raw -1691632.039016 + Penalty 3138.029313 = -1688494.009703
  nChanged 590
		SP:Iteration 10Q (59485.100000 sec): 3 clusters
  Score: Raw -1691965.610894 + Penalty 3138.029313 = -1688827.581580
  nChanged 548
		SP:Iteration 11Q (59485.300000 sec): 3 clusters
  Score: Raw -1692283.404268 + Penalty 3138.029313 = -1689145.374955
  nChanged 511
		SP:Iteration 12Q (59485.490000 sec): 3 clusters
  Score: Raw -1692589.787524 + Penalty 3138.029313 = -1689451.758211
  nChanged 503
		SP:Iteration 13Q (59485.690000 sec): 3 clusters
  Score: Raw -1692896.300766 + Penalty 3138.029313 = -1689758.271453
  nChanged 433
		SP:Iteration 14Q (59485.880000 sec): 3 clusters
  Score: Raw -1693160.875248 + Penalty 3138.029313 = -1690022.845935
  nChanged 390
		SP:Iteration 15Q (59486.080000 sec): 3 clusters
  Score: Raw -1693391.867421 + Penalty 3138.029313 = -1690253.838107
  nChanged 325
		SP:Iteration 16Q (59486.270000 sec): 3 clusters
  Score: Raw -1693575.866004 + Penalty 3138.029313 = -1690437.836690
  nChanged 256
		SP:Iteration 17Q (59486.470000 sec): 3 clusters
  Score: Raw -1693723.427470 + Penalty 3138.029313 = -1690585.398156
  nChanged 187
		SP:Iteration 18Q (59486.660000 sec): 3 clusters
  Score: Raw -1693838.868812 + Penalty 3138.029313 = -1690700.839499
  nChanged 168
		SP:Iteration 19Q (59486.880000 sec): 3 clusters
  Score: Raw -1693943.478840 + Penalty 3138.029313 = -1690805.449527
  nChanged 134
		SP:Iteration 20F (59487.140000 sec): 3 clusters
  Score: Raw -1694024.941098 + Penalty 3138.029313 = -1690886.911785
  nChanged 101
		SP:Iteration 21Q (59487.350000 sec): 3 clusters
  Score: Raw -1694086.046253 + Penalty 3138.029313 = -1690948.016940
  nChanged 92
		SP:Iteration 22Q (59487.550000 sec): 3 clusters
  Score: Raw -1694143.556355 + Penalty 3138.029313 = -1691005.527041
  nChanged 67
		SP:Iteration 23Q (59487.750000 sec): 3 clusters
  Score: Raw -1694182.233528 + Penalty 3138.029313 = -1691044.204214
  nChanged 44
		SP:Iteration 24Q (59487.950000 sec): 3 clusters
  Score: Raw -1694206.729347 + Penalty 3138.029313 = -1691068.700034
  nChanged 26
		SP:Iteration 25Q (59488.150000 sec): 3 clusters
  Score: Raw -1694221.488060 + Penalty 3138.029313 = -1691083.458747
  nChanged 25
		SP:Iteration 26Q (59488.350000 sec): 3 clusters
  Score: Raw -1694234.575060 + Penalty 3138.029313 = -1691096.545747
  nChanged 23
		SP:Iteration 27Q (59488.550000 sec): 3 clusters
  Score: Raw -1694246.859500 + Penalty 3138.029313 = -1691108.830187
  nChanged 17
		SP:Iteration 28Q (59488.740000 sec): 3 clusters
  Score: Raw -1694255.571075 + Penalty 3138.029313 = -1691117.541762
  nChanged 12
		SP:Iteration 29Q (59488.940000 sec): 3 clusters
  Score: Raw -1694261.487581 + Penalty 3138.029313 = -1691123.458267
  nChanged 12
		SP:Iteration 30Q (59489.140000 sec): 3 clusters
  Score: Raw -1694266.672530 + Penalty 3138.029313 = -1691128.643216
  nChanged 9
		SP:Iteration 31Q (59489.330000 sec): 3 clusters
  Score: Raw -1694271.308846 + Penalty 3138.029313 = -1691133.279533
  nChanged 10
		SP:Iteration 32Q (59489.520000 sec): 3 clusters
  Score: Raw -1694276.821945 + Penalty 3138.029313 = -1691138.792631
  nChanged 6
		SP:Iteration 33Q (59489.710000 sec): 3 clusters
  Score: Raw -1694280.401244 + Penalty 3138.029313 = -1691142.371931
  nChanged 8
		SP:Iteration 34Q (59489.910000 sec): 3 clusters
  Score: Raw -1694284.515821 + Penalty 3138.029313 = -1691146.486508
  nChanged 3
		SP:Iteration 35Q (59490.100000 sec): 3 clusters
  Score: Raw -1694285.762133 + Penalty 3138.029313 = -1691147.732819
  nChanged 3
		SP:Iteration 36Q (59490.300000 sec): 3 clusters
  Score: Raw -1694287.756755 + Penalty 3138.029313 = -1691149.727442
  nChanged 7
		SP:Iteration 37Q (59490.490000 sec): 3 clusters
  Score: Raw -1694290.995714 + Penalty 3138.029313 = -1691152.966400
  nChanged 6
		SP:Iteration 38Q (59490.680000 sec): 3 clusters
  Score: Raw -1694293.467089 + Penalty 3138.029313 = -1691155.437776
  nChanged 5
		SP:Iteration 39Q (59490.870000 sec): 3 clusters
  Score: Raw -1694295.328432 + Penalty 3138.029313 = -1691157.299118
  nChanged 5
		SP:Iteration 40F (59491.070000 sec): 3 clusters
  Score: Raw -1694297.869858 + Penalty 3138.029313 = -1691159.840544
  nChanged 4
		SP:Iteration 41Q (59491.260000 sec): 3 clusters
  Score: Raw -1694300.727960 + Penalty 3138.029313 = -1691162.698647
  nChanged 4
		SP:Iteration 42Q (59491.450000 sec): 3 clusters
  Score: Raw -1694303.512457 + Penalty 3138.029313 = -1691165.483144
  nChanged 6
		SP:Iteration 43Q (59491.650000 sec): 3 clusters
  Score: Raw -1694306.375319 + Penalty 3138.029313 = -1691168.346005
  nChanged 2
		SP:Iteration 44Q (59491.840000 sec): 3 clusters
  Score: Raw -1694307.355002 + Penalty 3138.029313 = -1691169.325689
  nChanged 4
		SP:Iteration 45Q (59492.040000 sec): 3 clusters
  Score: Raw -1694309.093915 + Penalty 3138.029313 = -1691171.064601
  nChanged 2
		SP:Iteration 46Q (59492.230000 sec): 3 clusters
  Score: Raw -1694309.699914 + Penalty 3138.029313 = -1691171.670600
  nChanged 1
		SP:Iteration 47Q (59492.420000 sec): 3 clusters
  Score: Raw -1694309.900036 + Penalty 3138.029313 = -1691171.870723
  nChanged 1
		SP:Iteration 48Q (59492.620000 sec): 3 clusters
  Score: Raw -1694310.162592 + Penalty 3138.029313 = -1691172.133279
  nChanged 0
		SP:Iteration 49F (59492.810000 sec): 3 clusters
  Score: Raw -1694310.162592 + Penalty 3138.029313 = -1691172.133279
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (5180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59492.900000 sec): 2 clusters
  Score: Raw -549238.172275 + Penalty 1389.791054 = -547848.381220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59493.000000 sec): 3 clusters
  Score: Raw -546518.222663 + Penalty 2779.582109 = -543738.640554
  nChanged 2073
		SP:Iteration 1F (59493.090000 sec): 3 clusters
  Score: Raw -547650.912544 + Penalty 2779.582109 = -544871.330435
  nChanged 344
		SP:Iteration 2F (59493.190000 sec): 3 clusters
  Score: Raw -547833.667887 + Penalty 2779.582109 = -545054.085778
  nChanged 275
		SP:Iteration 3F (59493.280000 sec): 3 clusters
  Score: Raw -547994.204759 + Penalty 2779.582109 = -545214.622650
  nChanged 256
		SP:Iteration 4Q (59493.380000 sec): 3 clusters
  Score: Raw -548133.958025 + Penalty 2779.582109 = -545354.375916
  nChanged 208
		SP:Iteration 5Q (59493.480000 sec): 3 clusters
  Score: Raw -548250.649892 + Penalty 2779.582109 = -545471.067783
  nChanged 183
		SP:Iteration 6Q (59493.580000 sec): 3 clusters
  Score: Raw -548361.288709 + Penalty 2779.582109 = -545581.706600
  nChanged 172
		SP:Iteration 7Q (59493.680000 sec): 3 clusters
  Score: Raw -548445.401050 + Penalty 2779.582109 = -545665.818941
  nChanged 151
		SP:Iteration 8Q (59493.780000 sec): 3 clusters
  Score: Raw -548528.286278 + Penalty 2779.582109 = -545748.704169
  nChanged 179
		SP:Iteration 9Q (59493.870000 sec): 3 clusters
  Score: Raw -548625.077121 + Penalty 2779.582109 = -545845.495012
  nChanged 151
		SP:Iteration 10Q (59493.970000 sec): 3 clusters
  Score: Raw -548711.833916 + Penalty 2779.582109 = -545932.251808
  nChanged 150
		SP:Iteration 11Q (59494.070000 sec): 3 clusters
  Score: Raw -548807.825723 + Penalty 2779.582109 = -546028.243614
  nChanged 147
		SP:Iteration 12Q (59494.170000 sec): 3 clusters
  Score: Raw -548899.963432 + Penalty 2779.582109 = -546120.381323
  nChanged 104
		SP:Iteration 13Q (59494.270000 sec): 3 clusters
  Score: Raw -548968.905481 + Penalty 2779.582109 = -546189.323372
  nChanged 114
		SP:Iteration 14Q (59494.360000 sec): 3 clusters
  Score: Raw -549053.423018 + Penalty 2779.582109 = -546273.840909
  nChanged 92
		SP:Iteration 15Q (59494.460000 sec): 3 clusters
  Score: Raw -549147.878856 + Penalty 2779.582109 = -546368.296747
  nChanged 97
		SP:Iteration 16Q (59494.550000 sec): 3 clusters
  Score: Raw -549298.183119 + Penalty 2779.582109 = -546518.601010
  nChanged 117
		SP:Iteration 17Q (59494.650000 sec): 3 clusters
  Score: Raw -549602.926718 + Penalty 2779.582109 = -546823.344609
  nChanged 108
		SP:Iteration 18Q (59494.740000 sec): 3 clusters
  Score: Raw -549769.020777 + Penalty 2779.582109 = -546989.438668
  nChanged 99
		SP:Iteration 19Q (59494.830000 sec): 3 clusters
  Score: Raw -549850.770512 + Penalty 2779.582109 = -547071.188403
  nChanged 115
		SP:Iteration 20F (59494.930000 sec): 3 clusters
  Score: Raw -549923.161986 + Penalty 2779.582109 = -547143.579877
  nChanged 102
		SP:Iteration 21Q (59495.020000 sec): 3 clusters
  Score: Raw -549992.944142 + Penalty 2779.582109 = -547213.362033
  nChanged 106
		SP:Iteration 22Q (59495.110000 sec): 3 clusters
  Score: Raw -550062.543371 + Penalty 2779.582109 = -547282.961262
  nChanged 87
		SP:Iteration 23Q (59495.210000 sec): 3 clusters
  Score: Raw -550125.898302 + Penalty 2779.582109 = -547346.316193
  nChanged 98
		SP:Iteration 24Q (59495.300000 sec): 3 clusters
  Score: Raw -550194.269333 + Penalty 2779.582109 = -547414.687224
  nChanged 87
		SP:Iteration 25Q (59495.390000 sec): 3 clusters
  Score: Raw -550247.100619 + Penalty 2779.582109 = -547467.518510
  nChanged 79
		SP:Iteration 26Q (59495.490000 sec): 3 clusters
  Score: Raw -550301.994914 + Penalty 2779.582109 = -547522.412805
  nChanged 89
		SP:Iteration 27Q (59495.580000 sec): 3 clusters
  Score: Raw -550377.078658 + Penalty 2779.582109 = -547597.496549
  nChanged 106
		SP:Iteration 28Q (59495.670000 sec): 3 clusters
  Score: Raw -550478.208295 + Penalty 2779.582109 = -547698.626186
  nChanged 106
		SP:Iteration 29Q (59495.760000 sec): 3 clusters
  Score: Raw -550586.137877 + Penalty 2779.582109 = -547806.555768
  nChanged 112
		SP:Iteration 30Q (59495.860000 sec): 3 clusters
  Score: Raw -550716.223831 + Penalty 2779.582109 = -547936.641722
  nChanged 107
		SP:Iteration 31Q (59495.950000 sec): 3 clusters
  Score: Raw -550845.806839 + Penalty 2779.582109 = -548066.224730
  nChanged 76
		SP:Iteration 32Q (59496.040000 sec): 3 clusters
  Score: Raw -550940.405087 + Penalty 2779.582109 = -548160.822978
  nChanged 51
		SP:Iteration 33Q (59496.130000 sec): 3 clusters
  Score: Raw -551001.070058 + Penalty 2779.582109 = -548221.487949
  nChanged 29
		SP:Iteration 34Q (59496.230000 sec): 3 clusters
  Score: Raw -551037.918693 + Penalty 2779.582109 = -548258.336584
  nChanged 14
		SP:Iteration 35Q (59496.310000 sec): 3 clusters
  Score: Raw -551054.235741 + Penalty 2779.582109 = -548274.653632
  nChanged 6
		SP:Iteration 36Q (59496.410000 sec): 3 clusters
  Score: Raw -551064.719406 + Penalty 2779.582109 = -548285.137297
  nChanged 4
		SP:Iteration 37Q (59496.500000 sec): 3 clusters
  Score: Raw -551075.625766 + Penalty 2779.582109 = -548296.043657
  nChanged 6
		SP:Iteration 38Q (59496.590000 sec): 3 clusters
  Score: Raw -551077.201073 + Penalty 2779.582109 = -548297.618964
  nChanged 3
		SP:Iteration 39Q (59496.680000 sec): 3 clusters
  Score: Raw -551080.724373 + Penalty 2779.582109 = -548301.142264
  nChanged 2
		SP:Iteration 40F (59496.770000 sec): 3 clusters
  Score: Raw -551150.775266 + Penalty 2779.582109 = -548371.193157
  nChanged 22
		SP:Iteration 41Q (59496.860000 sec): 3 clusters
  Score: Raw -551188.665587 + Penalty 2779.582109 = -548409.083478
  nChanged 22
		SP:Iteration 42Q (59496.950000 sec): 3 clusters
  Score: Raw -551203.481837 + Penalty 2779.582109 = -548423.899728
  nChanged 14
		SP:Iteration 43Q (59497.040000 sec): 3 clusters
  Score: Raw -551208.710721 + Penalty 2779.582109 = -548429.128612
  nChanged 9
		SP:Iteration 44Q (59497.130000 sec): 3 clusters
  Score: Raw -551211.042330 + Penalty 2779.582109 = -548431.460221
  nChanged 6
		SP:Iteration 45Q (59497.220000 sec): 3 clusters
  Score: Raw -551212.928444 + Penalty 2779.582109 = -548433.346335
  nChanged 1
		SP:Iteration 46Q (59497.310000 sec): 3 clusters
  Score: Raw -551213.193428 + Penalty 2779.582109 = -548433.611319
  nChanged 0
		SP:Iteration 47F (59497.410000 sec): 3 clusters
  Score: Raw -551213.193428 + Penalty 2779.582109 = -548433.611319
  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 7.98 GB.

 Trying to split cluster 67 (3726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59497.480000 sec): 2 clusters
  Score: Raw -391334.356507 + Penalty 1336.252215 = -389998.104292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59497.560000 sec): 3 clusters
  Score: Raw -389504.376635 + Penalty 2672.504429 = -386831.872206
  nChanged 1435
		SP:Iteration 1F (59497.640000 sec): 3 clusters
  Score: Raw -390293.718743 + Penalty 2672.504429 = -387621.214313
  nChanged 281
		SP:Iteration 2F (59497.710000 sec): 3 clusters
  Score: Raw -390453.515202 + Penalty 2672.504429 = -387781.010773
  nChanged 207
		SP:Iteration 3F (59497.790000 sec): 3 clusters
  Score: Raw -390556.475081 + Penalty 2672.504429 = -387883.970652
  nChanged 134
		SP:Iteration 4Q (59497.860000 sec): 3 clusters
  Score: Raw -390618.399846 + Penalty 2672.504429 = -387945.895417
  nChanged 108
		SP:Iteration 5Q (59497.930000 sec): 3 clusters
  Score: Raw -390675.639501 + Penalty 2672.504429 = -388003.135072
  nChanged 95
		SP:Iteration 6Q (59498.010000 sec): 3 clusters
  Score: Raw -390720.640966 + Penalty 2672.504429 = -388048.136536
  nChanged 73
		SP:Iteration 7Q (59498.090000 sec): 3 clusters
  Score: Raw -390751.225423 + Penalty 2672.504429 = -388078.720994
  nChanged 67
		SP:Iteration 8Q (59498.160000 sec): 3 clusters
  Score: Raw -390777.718874 + Penalty 2672.504429 = -388105.214445
  nChanged 63
		SP:Iteration 9Q (59498.230000 sec): 3 clusters
  Score: Raw -390805.747526 + Penalty 2672.504429 = -388133.243097
  nChanged 59
		SP:Iteration 10Q (59498.310000 sec): 3 clusters
  Score: Raw -390833.848932 + Penalty 2672.504429 = -388161.344503
  nChanged 45
		SP:Iteration 11Q (59498.390000 sec): 3 clusters
  Score: Raw -390853.120731 + Penalty 2672.504429 = -388180.616302
  nChanged 43
		SP:Iteration 12Q (59498.460000 sec): 3 clusters
  Score: Raw -390872.330418 + Penalty 2672.504429 = -388199.825989
  nChanged 42
		SP:Iteration 13Q (59498.540000 sec): 3 clusters
  Score: Raw -390887.845203 + Penalty 2672.504429 = -388215.340774
  nChanged 43
		SP:Iteration 14Q (59498.610000 sec): 3 clusters
  Score: Raw -390907.037306 + Penalty 2672.504429 = -388234.532877
  nChanged 60
		SP:Iteration 15Q (59498.690000 sec): 3 clusters
  Score: Raw -390933.932773 + Penalty 2672.504429 = -388261.428343
  nChanged 67
		SP:Iteration 16Q (59498.760000 sec): 3 clusters
  Score: Raw -390967.040794 + Penalty 2672.504429 = -388294.536365
  nChanged 65
		SP:Iteration 17Q (59498.840000 sec): 3 clusters
  Score: Raw -390999.265088 + Penalty 2672.504429 = -388326.760659
  nChanged 70
		SP:Iteration 18Q (59498.910000 sec): 3 clusters
  Score: Raw -391034.908956 + Penalty 2672.504429 = -388362.404526
  nChanged 63
		SP:Iteration 19Q (59498.990000 sec): 3 clusters
  Score: Raw -391071.347017 + Penalty 2672.504429 = -388398.842588
  nChanged 69
		SP:Iteration 20F (59499.060000 sec): 3 clusters
  Score: Raw -391109.884076 + Penalty 2672.504429 = -388437.379647
  nChanged 60
		SP:Iteration 21Q (59499.130000 sec): 3 clusters
  Score: Raw -391144.197247 + Penalty 2672.504429 = -388471.692818
  nChanged 63
		SP:Iteration 22Q (59499.210000 sec): 3 clusters
  Score: Raw -391179.334558 + Penalty 2672.504429 = -388506.830129
  nChanged 61
		SP:Iteration 23Q (59499.280000 sec): 3 clusters
  Score: Raw -391220.052946 + Penalty 2672.504429 = -388547.548517
  nChanged 58
		SP:Iteration 24Q (59499.360000 sec): 3 clusters
  Score: Raw -391255.528358 + Penalty 2672.504429 = -388583.023929
  nChanged 47
		SP:Iteration 25Q (59499.430000 sec): 3 clusters
  Score: Raw -391283.908800 + Penalty 2672.504429 = -388611.404371
  nChanged 40
		SP:Iteration 26Q (59499.500000 sec): 3 clusters
  Score: Raw -391309.562168 + Penalty 2672.504429 = -388637.057738
  nChanged 33
		SP:Iteration 27Q (59499.570000 sec): 3 clusters
  Score: Raw -391327.269685 + Penalty 2672.504429 = -388654.765256
  nChanged 26
		SP:Iteration 28Q (59499.650000 sec): 3 clusters
  Score: Raw -391343.774014 + Penalty 2672.504429 = -388671.269585
  nChanged 26
		SP:Iteration 29Q (59499.720000 sec): 3 clusters
  Score: Raw -391357.945959 + Penalty 2672.504429 = -388685.441530
  nChanged 20
		SP:Iteration 30Q (59499.790000 sec): 3 clusters
  Score: Raw -391374.310130 + Penalty 2672.504429 = -388701.805701
  nChanged 22
		SP:Iteration 31Q (59499.870000 sec): 3 clusters
  Score: Raw -391394.077373 + Penalty 2672.504429 = -388721.572944
  nChanged 27
		SP:Iteration 32Q (59499.940000 sec): 3 clusters
  Score: Raw -391417.020933 + Penalty 2672.504429 = -388744.516504
  nChanged 24
		SP:Iteration 33Q (59500.010000 sec): 3 clusters
  Score: Raw -391434.700623 + Penalty 2672.504429 = -388762.196194
  nChanged 18
		SP:Iteration 34Q (59500.080000 sec): 3 clusters
  Score: Raw -391444.754402 + Penalty 2672.504429 = -388772.249973
  nChanged 15
		SP:Iteration 35Q (59500.160000 sec): 3 clusters
  Score: Raw -391455.092340 + Penalty 2672.504429 = -388782.587911
  nChanged 8
		SP:Iteration 36Q (59500.230000 sec): 3 clusters
  Score: Raw -391461.510616 + Penalty 2672.504429 = -388789.006187
  nChanged 10
		SP:Iteration 37Q (59500.300000 sec): 3 clusters
  Score: Raw -391470.659103 + Penalty 2672.504429 = -388798.154674
  nChanged 16
		SP:Iteration 38Q (59500.370000 sec): 3 clusters
  Score: Raw -391483.969298 + Penalty 2672.504429 = -388811.464869
  nChanged 12
		SP:Iteration 39Q (59500.440000 sec): 3 clusters
  Score: Raw -391495.214234 + Penalty 2672.504429 = -388822.709805
  nChanged 11
		SP:Iteration 40F (59500.520000 sec): 3 clusters
  Score: Raw -391508.687073 + Penalty 2672.504429 = -388836.182644
  nChanged 17
		SP:Iteration 41Q (59500.590000 sec): 3 clusters
  Score: Raw -391525.714755 + Penalty 2672.504429 = -388853.210326
  nChanged 18
		SP:Iteration 42Q (59500.660000 sec): 3 clusters
  Score: Raw -391540.474121 + Penalty 2672.504429 = -388867.969692
  nChanged 19
		SP:Iteration 43Q (59500.730000 sec): 3 clusters
  Score: Raw -391552.536833 + Penalty 2672.504429 = -388880.032404
  nChanged 9
		SP:Iteration 44Q (59500.800000 sec): 3 clusters
  Score: Raw -391561.705348 + Penalty 2672.504429 = -388889.200919
  nChanged 11
		SP:Iteration 45Q (59500.870000 sec): 3 clusters
  Score: Raw -391571.565863 + Penalty 2672.504429 = -388899.061433
  nChanged 7
		SP:Iteration 46Q (59500.940000 sec): 3 clusters
  Score: Raw -391575.809454 + Penalty 2672.504429 = -388903.305025
  nChanged 5
		SP:Iteration 47Q (59501.010000 sec): 3 clusters
  Score: Raw -391580.587087 + Penalty 2672.504429 = -388908.082658
  nChanged 7
		SP:Iteration 48Q (59501.080000 sec): 3 clusters
  Score: Raw -391586.532637 + Penalty 2672.504429 = -388914.028208
  nChanged 5
		SP:Iteration 49Q (59501.160000 sec): 3 clusters
  Score: Raw -391592.818659 + Penalty 2672.504429 = -388920.314230
  nChanged 7
		SP:Iteration 50Q (59501.230000 sec): 3 clusters
  Score: Raw -391598.211251 + Penalty 2672.504429 = -388925.706822
  nChanged 6
		SP:Iteration 51Q (59501.300000 sec): 3 clusters
  Score: Raw -391604.413374 + Penalty 2672.504429 = -388931.908944
  nChanged 9
		SP:Iteration 52Q (59501.370000 sec): 3 clusters
  Score: Raw -391612.854002 + Penalty 2672.504429 = -388940.349573
  nChanged 6
		SP:Iteration 53Q (59501.440000 sec): 3 clusters
  Score: Raw -391617.703377 + Penalty 2672.504429 = -388945.198948
  nChanged 5
		SP:Iteration 54Q (59501.510000 sec): 3 clusters
  Score: Raw -391624.868313 + Penalty 2672.504429 = -388952.363883
  nChanged 6
		SP:Iteration 55Q (59501.580000 sec): 3 clusters
  Score: Raw -391635.562710 + Penalty 2672.504429 = -388963.058281
  nChanged 9
		SP:Iteration 56Q (59501.650000 sec): 3 clusters
  Score: Raw -391648.277838 + Penalty 2672.504429 = -388975.773409
  nChanged 15
		SP:Iteration 57Q (59501.720000 sec): 3 clusters
  Score: Raw -391665.694801 + Penalty 2672.504429 = -388993.190372
  nChanged 14
		SP:Iteration 58Q (59501.790000 sec): 3 clusters
  Score: Raw -391690.633261 + Penalty 2672.504429 = -389018.128832
  nChanged 19
		SP:Iteration 59Q (59501.860000 sec): 3 clusters
  Score: Raw -391722.384856 + Penalty 2672.504429 = -389049.880427
  nChanged 15
		SP:Iteration 60F (59501.940000 sec): 3 clusters
  Score: Raw -391734.879556 + Penalty 2672.504429 = -389062.375127
  nChanged 8
		SP:Iteration 61Q (59502.010000 sec): 3 clusters
  Score: Raw -391741.513015 + Penalty 2672.504429 = -389069.008586
  nChanged 3
		SP:Iteration 62Q (59502.080000 sec): 3 clusters
  Score: Raw -391742.724494 + Penalty 2672.504429 = -389070.220065
  nChanged 1
		SP:Iteration 63Q (59502.150000 sec): 3 clusters
  Score: Raw -391743.814956 + Penalty 2672.504429 = -389071.310527
  nChanged 3
		SP:Iteration 64Q (59502.220000 sec): 3 clusters
  Score: Raw -391745.702720 + Penalty 2672.504429 = -389073.198291
  nChanged 0
		SP:Iteration 65F (59502.300000 sec): 3 clusters
  Score: Raw -391745.702720 + Penalty 2672.504429 = -389073.198291
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59502.360000 sec): 2 clusters
  Score: Raw -139501.731475 + Penalty 1169.826327 = -138331.905149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59502.380000 sec): 3 clusters
  Score: Raw -138968.365332 + Penalty 2339.652653 = -136628.712678
  nChanged 447
		SP:Iteration 1F (59502.410000 sec): 3 clusters
  Score: Raw -139296.797809 + Penalty 2339.652653 = -136957.145156
  nChanged 99
		SP:Iteration 2F (59502.440000 sec): 3 clusters
  Score: Raw -139382.003149 + Penalty 2339.652653 = -137042.350496
  nChanged 49
		SP:Iteration 3Q (59502.460000 sec): 3 clusters
  Score: Raw -139424.842783 + Penalty 2339.652653 = -137085.190130
  nChanged 26
		SP:Iteration 4Q (59502.490000 sec): 3 clusters
  Score: Raw -139442.591058 + Penalty 2339.652653 = -137102.938405
  nChanged 16
		SP:Iteration 5Q (59502.520000 sec): 3 clusters
  Score: Raw -139453.769563 + Penalty 2339.652653 = -137114.116910
  nChanged 12
		SP:Iteration 6Q (59502.540000 sec): 3 clusters
  Score: Raw -139464.911778 + Penalty 2339.652653 = -137125.259125
  nChanged 12
		SP:Iteration 7Q (59502.570000 sec): 3 clusters
  Score: Raw -139469.316159 + Penalty 2339.652653 = -137129.663506
  nChanged 6
		SP:Iteration 8Q (59502.600000 sec): 3 clusters
  Score: Raw -139471.639076 + Penalty 2339.652653 = -137131.986423
  nChanged 3
		SP:Iteration 9Q (59502.620000 sec): 3 clusters
  Score: Raw -139475.308209 + Penalty 2339.652653 = -137135.655556
  nChanged 5
		SP:Iteration 10Q (59502.650000 sec): 3 clusters
  Score: Raw -139478.783723 + Penalty 2339.652653 = -137139.131070
  nChanged 3
		SP:Iteration 11Q (59502.680000 sec): 3 clusters
  Score: Raw -139480.792649 + Penalty 2339.652653 = -137141.139996
  nChanged 4
		SP:Iteration 12Q (59502.700000 sec): 3 clusters
  Score: Raw -139483.605219 + Penalty 2339.652653 = -137143.952566
  nChanged 2
		SP:Iteration 13Q (59502.720000 sec): 3 clusters
  Score: Raw -139484.527016 + Penalty 2339.652653 = -137144.874363
  nChanged 3
		SP:Iteration 14Q (59502.750000 sec): 3 clusters
  Score: Raw -139486.975121 + Penalty 2339.652653 = -137147.322468
  nChanged 1
		SP:Iteration 15Q (59502.780000 sec): 3 clusters
  Score: Raw -139488.010535 + Penalty 2339.652653 = -137148.357881
  nChanged 1
		SP:Iteration 16Q (59502.800000 sec): 3 clusters
  Score: Raw -139489.625544 + Penalty 2339.652653 = -137149.972891
  nChanged 2
		SP:Iteration 17Q (59502.830000 sec): 3 clusters
  Score: Raw -139491.139773 + Penalty 2339.652653 = -137151.487120
  nChanged 1
		SP:Iteration 18Q (59502.860000 sec): 3 clusters
  Score: Raw -139491.826638 + Penalty 2339.652653 = -137152.173985
  nChanged 0
		SP:Iteration 19F (59502.880000 sec): 3 clusters
  Score: Raw -139491.826638 + Penalty 2339.652653 = -137152.173985
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (3803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59502.960000 sec): 2 clusters
  Score: Raw -366432.065669 + Penalty 1339.576145 = -365092.489524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59503.040000 sec): 3 clusters
  Score: Raw -364579.244405 + Penalty 2679.152290 = -361900.092115
  nChanged 1492
		SP:Iteration 1F (59503.110000 sec): 3 clusters
  Score: Raw -365454.513701 + Penalty 2679.152290 = -362775.361411
  nChanged 294
		SP:Iteration 2F (59503.180000 sec): 3 clusters
  Score: Raw -365614.085580 + Penalty 2679.152290 = -362934.933290
  nChanged 172
		SP:Iteration 3Q (59503.250000 sec): 3 clusters
  Score: Raw -365707.671190 + Penalty 2679.152290 = -363028.518900
  nChanged 140
		SP:Iteration 4Q (59503.330000 sec): 3 clusters
  Score: Raw -365769.411882 + Penalty 2679.152290 = -363090.259591
  nChanged 103
		SP:Iteration 5Q (59503.400000 sec): 3 clusters
  Score: Raw -365815.186418 + Penalty 2679.152290 = -363136.034128
  nChanged 106
		SP:Iteration 6Q (59503.480000 sec): 3 clusters
  Score: Raw -365867.427730 + Penalty 2679.152290 = -363188.275440
  nChanged 99
		SP:Iteration 7Q (59503.550000 sec): 3 clusters
  Score: Raw -365920.058227 + Penalty 2679.152290 = -363240.905937
  nChanged 113
		SP:Iteration 8Q (59503.620000 sec): 3 clusters
  Score: Raw -365979.428087 + Penalty 2679.152290 = -363300.275797
  nChanged 106
		SP:Iteration 9Q (59503.700000 sec): 3 clusters
  Score: Raw -366035.184697 + Penalty 2679.152290 = -363356.032407
  nChanged 108
		SP:Iteration 10Q (59503.770000 sec): 3 clusters
  Score: Raw -366097.796612 + Penalty 2679.152290 = -363418.644322
  nChanged 98
		SP:Iteration 11Q (59503.840000 sec): 3 clusters
  Score: Raw -366155.038275 + Penalty 2679.152290 = -363475.885985
  nChanged 98
		SP:Iteration 12Q (59503.920000 sec): 3 clusters
  Score: Raw -366211.724197 + Penalty 2679.152290 = -363532.571907
  nChanged 94
		SP:Iteration 13Q (59503.990000 sec): 3 clusters
  Score: Raw -366267.811302 + Penalty 2679.152290 = -363588.659012
  nChanged 79
		SP:Iteration 14Q (59504.060000 sec): 3 clusters
  Score: Raw -366312.923728 + Penalty 2679.152290 = -363633.771437
  nChanged 60
		SP:Iteration 15Q (59504.140000 sec): 3 clusters
  Score: Raw -366350.662866 + Penalty 2679.152290 = -363671.510576
  nChanged 60
		SP:Iteration 16Q (59504.210000 sec): 3 clusters
  Score: Raw -366386.411592 + Penalty 2679.152290 = -363707.259302
  nChanged 51
		SP:Iteration 17Q (59504.280000 sec): 3 clusters
  Score: Raw -366423.354601 + Penalty 2679.152290 = -363744.202311
  nChanged 34
		SP:Iteration 18Q (59504.360000 sec): 3 clusters
  Score: Raw -366447.803547 + Penalty 2679.152290 = -363768.651257
  nChanged 42
		SP:Iteration 19Q (59504.430000 sec): 3 clusters
  Score: Raw -366477.890767 + Penalty 2679.152290 = -363798.738477
  nChanged 42
		SP:Iteration 20F (59504.500000 sec): 3 clusters
  Score: Raw -366507.772805 + Penalty 2679.152290 = -363828.620515
  nChanged 35
		SP:Iteration 21Q (59504.570000 sec): 3 clusters
  Score: Raw -366536.449379 + Penalty 2679.152290 = -363857.297089
  nChanged 34
		SP:Iteration 22Q (59504.640000 sec): 3 clusters
  Score: Raw -366561.291688 + Penalty 2679.152290 = -363882.139398
  nChanged 29
		SP:Iteration 23Q (59504.720000 sec): 3 clusters
  Score: Raw -366591.714063 + Penalty 2679.152290 = -363912.561773
  nChanged 38
		SP:Iteration 24Q (59504.790000 sec): 3 clusters
  Score: Raw -366631.308913 + Penalty 2679.152290 = -363952.156623
  nChanged 32
		SP:Iteration 25Q (59504.860000 sec): 3 clusters
  Score: Raw -366659.280760 + Penalty 2679.152290 = -363980.128470
  nChanged 21
		SP:Iteration 26Q (59504.930000 sec): 3 clusters
  Score: Raw -366673.985958 + Penalty 2679.152290 = -363994.833668
  nChanged 17
		SP:Iteration 27Q (59505.000000 sec): 3 clusters
  Score: Raw -366686.042754 + Penalty 2679.152290 = -364006.890464
  nChanged 9
		SP:Iteration 28Q (59505.070000 sec): 3 clusters
  Score: Raw -366693.168634 + Penalty 2679.152290 = -364014.016344
  nChanged 15
		SP:Iteration 29Q (59505.140000 sec): 3 clusters
  Score: Raw -366702.510278 + Penalty 2679.152290 = -364023.357988
  nChanged 11
		SP:Iteration 30Q (59505.220000 sec): 3 clusters
  Score: Raw -366712.933173 + Penalty 2679.152290 = -364033.780883
  nChanged 17
		SP:Iteration 31Q (59505.280000 sec): 3 clusters
  Score: Raw -366727.977943 + Penalty 2679.152290 = -364048.825653
  nChanged 18
		SP:Iteration 32Q (59505.360000 sec): 3 clusters
  Score: Raw -366744.417085 + Penalty 2679.152290 = -364065.264794
  nChanged 10
		SP:Iteration 33Q (59505.430000 sec): 3 clusters
  Score: Raw -366753.866079 + Penalty 2679.152290 = -364074.713789
  nChanged 5
		SP:Iteration 34Q (59505.500000 sec): 3 clusters
  Score: Raw -366759.924079 + Penalty 2679.152290 = -364080.771789
  nChanged 8
		SP:Iteration 35Q (59505.570000 sec): 3 clusters
  Score: Raw -366768.937031 + Penalty 2679.152290 = -364089.784741
  nChanged 3
		SP:Iteration 36Q (59505.640000 sec): 3 clusters
  Score: Raw -366770.839019 + Penalty 2679.152290 = -364091.686729
  nChanged 2
		SP:Iteration 37Q (59505.710000 sec): 3 clusters
  Score: Raw -366771.677297 + Penalty 2679.152290 = -364092.525007
  nChanged 2
		SP:Iteration 38Q (59505.780000 sec): 3 clusters
  Score: Raw -366772.613673 + Penalty 2679.152290 = -364093.461383
  nChanged 2
		SP:Iteration 39Q (59505.850000 sec): 3 clusters
  Score: Raw -366774.731570 + Penalty 2679.152290 = -364095.579280
  nChanged 3
		SP:Iteration 40F (59505.920000 sec): 3 clusters
  Score: Raw -366777.295021 + Penalty 2679.152290 = -364098.142730
  nChanged 2
		SP:Iteration 41Q (59505.990000 sec): 3 clusters
  Score: Raw -366778.905807 + Penalty 2679.152290 = -364099.753516
  nChanged 2
		SP:Iteration 42Q (59506.060000 sec): 3 clusters
  Score: Raw -366780.234791 + Penalty 2679.152290 = -364101.082501
  nChanged 2
		SP:Iteration 43Q (59506.130000 sec): 3 clusters
  Score: Raw -366781.657621 + Penalty 2679.152290 = -364102.505331
  nChanged 0
		SP:Iteration 44F (59506.200000 sec): 3 clusters
  Score: Raw -366781.657621 + Penalty 2679.152290 = -364102.505331
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59506.260000 sec): 2 clusters
  Score: Raw -131128.534503 + Penalty 1182.327998 = -129946.206506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59506.290000 sec): 3 clusters
  Score: Raw -130588.604386 + Penalty 2364.655995 = -128223.948391
  nChanged 465
		SP:Iteration 1F (59506.320000 sec): 3 clusters
  Score: Raw -130964.506361 + Penalty 2364.655995 = -128599.850366
  nChanged 127
		SP:Iteration 2F (59506.350000 sec): 3 clusters
  Score: Raw -131114.001193 + Penalty 2364.655995 = -128749.345198
  nChanged 83
		SP:Iteration 3F (59506.380000 sec): 3 clusters
  Score: Raw -131206.580734 + Penalty 2364.655995 = -128841.924738
  nChanged 51
		SP:Iteration 4Q (59506.400000 sec): 3 clusters
  Score: Raw -131272.950135 + Penalty 2364.655995 = -128908.294140
  nChanged 45
		SP:Iteration 5Q (59506.440000 sec): 3 clusters
  Score: Raw -131321.129191 + Penalty 2364.655995 = -128956.473196
  nChanged 43
		SP:Iteration 6Q (59506.460000 sec): 3 clusters
  Score: Raw -131358.425880 + Penalty 2364.655995 = -128993.769885
  nChanged 31
		SP:Iteration 7Q (59506.490000 sec): 3 clusters
  Score: Raw -131390.919570 + Penalty 2364.655995 = -129026.263575
  nChanged 36
		SP:Iteration 8Q (59506.520000 sec): 3 clusters
  Score: Raw -131419.612950 + Penalty 2364.655995 = -129054.956954
  nChanged 21
		SP:Iteration 9Q (59506.550000 sec): 3 clusters
  Score: Raw -131434.829416 + Penalty 2364.655995 = -129070.173421
  nChanged 14
		SP:Iteration 10Q (59506.580000 sec): 3 clusters
  Score: Raw -131443.574094 + Penalty 2364.655995 = -129078.918098
  nChanged 11
		SP:Iteration 11Q (59506.600000 sec): 3 clusters
  Score: Raw -131449.400117 + Penalty 2364.655995 = -129084.744121
  nChanged 7
		SP:Iteration 12Q (59506.630000 sec): 3 clusters
  Score: Raw -131452.535621 + Penalty 2364.655995 = -129087.879626
  nChanged 2
		SP:Iteration 13Q (59506.660000 sec): 3 clusters
  Score: Raw -131453.984159 + Penalty 2364.655995 = -129089.328164
  nChanged 3
		SP:Iteration 14Q (59506.690000 sec): 3 clusters
  Score: Raw -131454.908478 + Penalty 2364.655995 = -129090.252483
  nChanged 0
		SP:Iteration 15F (59506.720000 sec): 3 clusters
  Score: Raw -131454.908478 + Penalty 2364.655995 = -129090.252483
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59506.770000 sec): 2 clusters
  Score: Raw -39458.526332 + Penalty 986.869737 = -38471.656596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59506.780000 sec): 3 clusters
  Score: Raw -39467.647131 + Penalty 1973.739474 = -37493.907658
  nChanged 104
		SP:Iteration 1F (59506.790000 sec): 3 clusters
  Score: Raw -39704.731360 + Penalty 1973.739474 = -37730.991886
  nChanged 44
		SP:Iteration 2F (59506.800000 sec): 3 clusters
  Score: Raw -39861.712765 + Penalty 1973.739474 = -37887.973291
  nChanged 26
		SP:Iteration 3F (59506.810000 sec): 3 clusters
  Score: Raw -39924.677847 + Penalty 1973.739474 = -37950.938373
  nChanged 14
		SP:Iteration 4Q (59506.820000 sec): 3 clusters
  Score: Raw -39958.044949 + Penalty 1973.739474 = -37984.305475
  nChanged 8
		SP:Iteration 5Q (59506.820000 sec): 3 clusters
  Score: Raw -39972.291097 + Penalty 1973.739474 = -37998.551624
  nChanged 7
		SP:Iteration 6Q (59506.840000 sec): 3 clusters
  Score: Raw -39995.294866 + Penalty 1973.739474 = -38021.555393
  nChanged 5
		SP:Iteration 7Q (59506.840000 sec): 3 clusters
  Score: Raw -40044.372059 + Penalty 1973.739474 = -38070.632585
  nChanged 6
		SP:Iteration 8Q (59506.850000 sec): 3 clusters
  Score: Raw -40064.135886 + Penalty 1973.739474 = -38090.396413
  nChanged 1
		SP:Iteration 9Q (59506.860000 sec): 3 clusters
  Score: Raw -40068.939761 + Penalty 1973.739474 = -38095.200288
  nChanged 2
		SP:Iteration 10Q (59506.870000 sec): 3 clusters
  Score: Raw -40077.566806 + Penalty 1973.739474 = -38103.827333
  nChanged 0
		SP:Iteration 11F (59506.880000 sec): 3 clusters
  Score: Raw -40077.566806 + Penalty 1973.739474 = -38103.827333
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59506.980000 sec): 2 clusters
  Score: Raw -527372.562133 + Penalty 1400.386365 = -525972.175768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59507.080000 sec): 3 clusters
  Score: Raw -524481.315738 + Penalty 2800.772730 = -521680.543008
  nChanged 2252
		SP:Iteration 1F (59507.190000 sec): 3 clusters
  Score: Raw -525795.115267 + Penalty 2800.772730 = -522994.342537
  nChanged 460
		SP:Iteration 2F (59507.290000 sec): 3 clusters
  Score: Raw -526093.322366 + Penalty 2800.772730 = -523292.549635
  nChanged 365
		SP:Iteration 3F (59507.400000 sec): 3 clusters
  Score: Raw -526364.133759 + Penalty 2800.772730 = -523563.361029
  nChanged 320
		SP:Iteration 4F (59507.500000 sec): 3 clusters
  Score: Raw -526635.662302 + Penalty 2800.772730 = -523834.889572
  nChanged 303
		SP:Iteration 5F (59507.600000 sec): 3 clusters
  Score: Raw -526904.683604 + Penalty 2800.772730 = -524103.910874
  nChanged 286
		SP:Iteration 6F (59507.700000 sec): 3 clusters
  Score: Raw -527120.660799 + Penalty 2800.772730 = -524319.888069
  nChanged 248
		SP:Iteration 7Q (59507.810000 sec): 3 clusters
  Score: Raw -527285.870850 + Penalty 2800.772730 = -524485.098120
  nChanged 198
		SP:Iteration 8Q (59507.910000 sec): 3 clusters
  Score: Raw -527397.993118 + Penalty 2800.772730 = -524597.220388
  nChanged 173
		SP:Iteration 9Q (59508.020000 sec): 3 clusters
  Score: Raw -527474.682727 + Penalty 2800.772730 = -524673.909997
  nChanged 130
		SP:Iteration 10Q (59508.120000 sec): 3 clusters
  Score: Raw -527531.738388 + Penalty 2800.772730 = -524730.965658
  nChanged 130
		SP:Iteration 11Q (59508.220000 sec): 3 clusters
  Score: Raw -527572.333568 + Penalty 2800.772730 = -524771.560838
  nChanged 100
		SP:Iteration 12Q (59508.320000 sec): 3 clusters
  Score: Raw -527607.101656 + Penalty 2800.772730 = -524806.328926
  nChanged 78
		SP:Iteration 13Q (59508.430000 sec): 3 clusters
  Score: Raw -527640.918753 + Penalty 2800.772730 = -524840.146023
  nChanged 81
		SP:Iteration 14Q (59508.530000 sec): 3 clusters
  Score: Raw -527674.017315 + Penalty 2800.772730 = -524873.244585
  nChanged 85
		SP:Iteration 15Q (59508.630000 sec): 3 clusters
  Score: Raw -527704.679201 + Penalty 2800.772730 = -524903.906471
  nChanged 78
		SP:Iteration 16Q (59508.740000 sec): 3 clusters
  Score: Raw -527733.793843 + Penalty 2800.772730 = -524933.021113
  nChanged 74
		SP:Iteration 17Q (59508.840000 sec): 3 clusters
  Score: Raw -527760.055653 + Penalty 2800.772730 = -524959.282923
  nChanged 57
		SP:Iteration 18Q (59508.940000 sec): 3 clusters
  Score: Raw -527774.846640 + Penalty 2800.772730 = -524974.073910
  nChanged 48
		SP:Iteration 19Q (59509.040000 sec): 3 clusters
  Score: Raw -527789.415728 + Penalty 2800.772730 = -524988.642998
  nChanged 58
		SP:Iteration 20F (59509.140000 sec): 3 clusters
  Score: Raw -527808.416408 + Penalty 2800.772730 = -525007.643678
  nChanged 65
		SP:Iteration 21Q (59509.250000 sec): 3 clusters
  Score: Raw -527829.096855 + Penalty 2800.772730 = -525028.324125
  nChanged 60
		SP:Iteration 22Q (59509.350000 sec): 3 clusters
  Score: Raw -527845.830152 + Penalty 2800.772730 = -525045.057422
  nChanged 48
		SP:Iteration 23Q (59509.450000 sec): 3 clusters
  Score: Raw -527859.683413 + Penalty 2800.772730 = -525058.910682
  nChanged 41
		SP:Iteration 24Q (59509.560000 sec): 3 clusters
  Score: Raw -527873.468365 + Penalty 2800.772730 = -525072.695635
  nChanged 39
		SP:Iteration 25Q (59509.660000 sec): 3 clusters
  Score: Raw -527884.198987 + Penalty 2800.772730 = -525083.426257
  nChanged 32
		SP:Iteration 26Q (59509.760000 sec): 3 clusters
  Score: Raw -527893.372469 + Penalty 2800.772730 = -525092.599739
  nChanged 40
		SP:Iteration 27Q (59509.860000 sec): 3 clusters
  Score: Raw -527905.600222 + Penalty 2800.772730 = -525104.827492
  nChanged 44
		SP:Iteration 28Q (59509.960000 sec): 3 clusters
  Score: Raw -527917.412823 + Penalty 2800.772730 = -525116.640093
  nChanged 31
		SP:Iteration 29Q (59510.070000 sec): 3 clusters
  Score: Raw -527924.427327 + Penalty 2800.772730 = -525123.654597
  nChanged 24
		SP:Iteration 30Q (59510.170000 sec): 3 clusters
  Score: Raw -527930.793134 + Penalty 2800.772730 = -525130.020404
  nChanged 21
		SP:Iteration 31Q (59510.270000 sec): 3 clusters
  Score: Raw -527936.227116 + Penalty 2800.772730 = -525135.454385
  nChanged 20
		SP:Iteration 32Q (59510.380000 sec): 3 clusters
  Score: Raw -527940.828844 + Penalty 2800.772730 = -525140.056114
  nChanged 17
		SP:Iteration 33Q (59510.480000 sec): 3 clusters
  Score: Raw -527944.504839 + Penalty 2800.772730 = -525143.732109
  nChanged 16
		SP:Iteration 34Q (59510.580000 sec): 3 clusters
  Score: Raw -527947.964566 + Penalty 2800.772730 = -525147.191836
  nChanged 18
		SP:Iteration 35Q (59510.680000 sec): 3 clusters
  Score: Raw -527951.793301 + Penalty 2800.772730 = -525151.020571
  nChanged 15
		SP:Iteration 36Q (59510.780000 sec): 3 clusters
  Score: Raw -527954.452429 + Penalty 2800.772730 = -525153.679699
  nChanged 18
		SP:Iteration 37Q (59510.880000 sec): 3 clusters
  Score: Raw -527959.575393 + Penalty 2800.772730 = -525158.802663
  nChanged 21
		SP:Iteration 38Q (59510.990000 sec): 3 clusters
  Score: Raw -527966.761986 + Penalty 2800.772730 = -525165.989256
  nChanged 24
		SP:Iteration 39Q (59511.090000 sec): 3 clusters
  Score: Raw -527973.297275 + Penalty 2800.772730 = -525172.524545
  nChanged 21
		SP:Iteration 40F (59511.190000 sec): 3 clusters
  Score: Raw -527978.983934 + Penalty 2800.772730 = -525178.211204
  nChanged 22
		SP:Iteration 41Q (59511.300000 sec): 3 clusters
  Score: Raw -527984.663483 + Penalty 2800.772730 = -525183.890753
  nChanged 25
		SP:Iteration 42Q (59511.400000 sec): 3 clusters
  Score: Raw -527990.956664 + Penalty 2800.772730 = -525190.183934
  nChanged 23
		SP:Iteration 43Q (59511.500000 sec): 3 clusters
  Score: Raw -527996.996778 + Penalty 2800.772730 = -525196.224048
  nChanged 15
		SP:Iteration 44Q (59511.600000 sec): 3 clusters
  Score: Raw -528000.513312 + Penalty 2800.772730 = -525199.740582
  nChanged 13
		SP:Iteration 45Q (59511.700000 sec): 3 clusters
  Score: Raw -528003.844413 + Penalty 2800.772730 = -525203.071683
  nChanged 20
		SP:Iteration 46Q (59511.810000 sec): 3 clusters
  Score: Raw -528008.843249 + Penalty 2800.772730 = -525208.070519
  nChanged 19
		SP:Iteration 47Q (59511.910000 sec): 3 clusters
  Score: Raw -528015.055043 + Penalty 2800.772730 = -525214.282313
  nChanged 17
		SP:Iteration 48Q (59512.010000 sec): 3 clusters
  Score: Raw -528018.551279 + Penalty 2800.772730 = -525217.778549
  nChanged 12
		SP:Iteration 49Q (59512.110000 sec): 3 clusters
  Score: Raw -528020.481801 + Penalty 2800.772730 = -525219.709071
  nChanged 12
		SP:Iteration 50Q (59512.220000 sec): 3 clusters
  Score: Raw -528022.553741 + Penalty 2800.772730 = -525221.781011
  nChanged 7
		SP:Iteration 51Q (59512.320000 sec): 3 clusters
  Score: Raw -528023.887030 + Penalty 2800.772730 = -525223.114300
  nChanged 7
		SP:Iteration 52Q (59512.420000 sec): 3 clusters
  Score: Raw -528025.291451 + Penalty 2800.772730 = -525224.518721
  nChanged 7
		SP:Iteration 53Q (59512.520000 sec): 3 clusters
  Score: Raw -528026.636615 + Penalty 2800.772730 = -525225.863885
  nChanged 6
		SP:Iteration 54Q (59512.620000 sec): 3 clusters
  Score: Raw -528027.488070 + Penalty 2800.772730 = -525226.715340
  nChanged 4
		SP:Iteration 55Q (59512.730000 sec): 3 clusters
  Score: Raw -528028.160515 + Penalty 2800.772730 = -525227.387785
  nChanged 4
		SP:Iteration 56Q (59512.830000 sec): 3 clusters
  Score: Raw -528028.955096 + Penalty 2800.772730 = -525228.182366
  nChanged 4
		SP:Iteration 57Q (59512.940000 sec): 3 clusters
  Score: Raw -528029.459999 + Penalty 2800.772730 = -525228.687269
  nChanged 3
		SP:Iteration 58Q (59513.040000 sec): 3 clusters
  Score: Raw -528029.967564 + Penalty 2800.772730 = -525229.194834
  nChanged 3
		SP:Iteration 59Q (59513.140000 sec): 3 clusters
  Score: Raw -528030.763288 + Penalty 2800.772730 = -525229.990558
  nChanged 2
		SP:Iteration 60F (59513.240000 sec): 3 clusters
  Score: Raw -528031.188553 + Penalty 2800.772730 = -525230.415823
  nChanged 4
		SP:Iteration 61Q (59513.350000 sec): 3 clusters
  Score: Raw -528032.486961 + Penalty 2800.772730 = -525231.714231
  nChanged 6
		SP:Iteration 62Q (59513.450000 sec): 3 clusters
  Score: Raw -528033.490135 + Penalty 2800.772730 = -525232.717405
  nChanged 4
		SP:Iteration 63Q (59513.550000 sec): 3 clusters
  Score: Raw -528034.309613 + Penalty 2800.772730 = -525233.536883
  nChanged 3
		SP:Iteration 64Q (59513.650000 sec): 3 clusters
  Score: Raw -528035.197340 + Penalty 2800.772730 = -525234.424610
  nChanged 1
		SP:Iteration 65Q (59513.760000 sec): 3 clusters
  Score: Raw -528035.341732 + Penalty 2800.772730 = -525234.569002
  nChanged 3
		SP:Iteration 66Q (59513.860000 sec): 3 clusters
  Score: Raw -528035.894011 + Penalty 2800.772730 = -525235.121281
  nChanged 0
		SP:Iteration 67F (59513.960000 sec): 3 clusters
  Score: Raw -528035.894011 + Penalty 2800.772730 = -525235.121281
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59514.030000 sec): 2 clusters
  Score: Raw -268843.682957 + Penalty 1293.892548 = -267549.790409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59514.090000 sec): 3 clusters
  Score: Raw -267503.240706 + Penalty 2587.785096 = -264915.455610
  nChanged 1094
		SP:Iteration 1F (59514.140000 sec): 3 clusters
  Score: Raw -268196.634788 + Penalty 2587.785096 = -265608.849692
  nChanged 242
		SP:Iteration 2F (59514.200000 sec): 3 clusters
  Score: Raw -268370.801647 + Penalty 2587.785096 = -265783.016551
  nChanged 150
		SP:Iteration 3F (59514.250000 sec): 3 clusters
  Score: Raw -268478.032497 + Penalty 2587.785096 = -265890.247401
  nChanged 132
		SP:Iteration 4Q (59514.310000 sec): 3 clusters
  Score: Raw -268584.406033 + Penalty 2587.785096 = -265996.620937
  nChanged 137
		SP:Iteration 5Q (59514.360000 sec): 3 clusters
  Score: Raw -268679.695199 + Penalty 2587.785096 = -266091.910103
  nChanged 107
		SP:Iteration 6Q (59514.420000 sec): 3 clusters
  Score: Raw -268750.539104 + Penalty 2587.785096 = -266162.754008
  nChanged 83
		SP:Iteration 7Q (59514.470000 sec): 3 clusters
  Score: Raw -268811.540051 + Penalty 2587.785096 = -266223.754955
  nChanged 83
		SP:Iteration 8Q (59514.530000 sec): 3 clusters
  Score: Raw -268856.807195 + Penalty 2587.785096 = -266269.022099
  nChanged 61
		SP:Iteration 9Q (59514.580000 sec): 3 clusters
  Score: Raw -268889.001364 + Penalty 2587.785096 = -266301.216268
  nChanged 37
		SP:Iteration 10Q (59514.640000 sec): 3 clusters
  Score: Raw -268905.038897 + Penalty 2587.785096 = -266317.253801
  nChanged 27
		SP:Iteration 11Q (59514.690000 sec): 3 clusters
  Score: Raw -268916.888011 + Penalty 2587.785096 = -266329.102915
  nChanged 18
		SP:Iteration 12Q (59514.750000 sec): 3 clusters
  Score: Raw -268925.350017 + Penalty 2587.785096 = -266337.564921
  nChanged 15
		SP:Iteration 13Q (59514.800000 sec): 3 clusters
  Score: Raw -268931.355440 + Penalty 2587.785096 = -266343.570344
  nChanged 14
		SP:Iteration 14Q (59514.860000 sec): 3 clusters
  Score: Raw -268936.973991 + Penalty 2587.785096 = -266349.188895
  nChanged 12
		SP:Iteration 15Q (59514.920000 sec): 3 clusters
  Score: Raw -268940.517251 + Penalty 2587.785096 = -266352.732155
  nChanged 7
		SP:Iteration 16Q (59514.970000 sec): 3 clusters
  Score: Raw -268942.788380 + Penalty 2587.785096 = -266355.003284
  nChanged 7
		SP:Iteration 17Q (59515.020000 sec): 3 clusters
  Score: Raw -268945.283031 + Penalty 2587.785096 = -266357.497935
  nChanged 3
		SP:Iteration 18Q (59515.080000 sec): 3 clusters
  Score: Raw -268946.737849 + Penalty 2587.785096 = -266358.952753
  nChanged 4
		SP:Iteration 19Q (59515.140000 sec): 3 clusters
  Score: Raw -268948.067058 + Penalty 2587.785096 = -266360.281962
  nChanged 6
		SP:Iteration 20F (59515.190000 sec): 3 clusters
  Score: Raw -268949.885621 + Penalty 2587.785096 = -266362.100525
  nChanged 5
		SP:Iteration 21Q (59515.240000 sec): 3 clusters
  Score: Raw -268950.654791 + Penalty 2587.785096 = -266362.869695
  nChanged 2
		SP:Iteration 22Q (59515.300000 sec): 3 clusters
  Score: Raw -268951.020302 + Penalty 2587.785096 = -266363.235206
  nChanged 1
		SP:Iteration 23Q (59515.360000 sec): 3 clusters
  Score: Raw -268951.271182 + Penalty 2587.785096 = -266363.486086
  nChanged 1
		SP:Iteration 24Q (59515.410000 sec): 3 clusters
  Score: Raw -268951.383621 + Penalty 2587.785096 = -266363.598525
  nChanged 0
		SP:Iteration 25F (59515.460000 sec): 3 clusters
  Score: Raw -268951.383621 + Penalty 2587.785096 = -266363.598525
  nChanged 0
Iteration 219Q (59738.220000 sec): 75 clusters
  Score: Raw -107678186.745055 + Penalty 167292.018883 = -107510894.726171
  nChanged 1450
Iteration 220F (60048.930000 sec): 75 clusters
  Score: Raw -107678392.362452 + Penalty 167292.018883 = -107511100.343569
  nChanged 1360
Iteration 221Q (60272.640000 sec): 75 clusters
  Score: Raw -107678485.976899 + Penalty 167292.018883 = -107511193.958016
  nChanged 1193
Iteration 222Q (60496.590000 sec): 75 clusters
  Score: Raw -107678558.285170 + Penalty 167292.018883 = -107511266.266287
  nChanged 1132
Iteration 223Q (60719.940000 sec): 75 clusters
  Score: Raw -107678622.503518 + Penalty 167292.018883 = -107511330.484635
  nChanged 1085
Iteration 224Q (60943.730000 sec): 75 clusters
  Score: Raw -107678683.070314 + Penalty 167292.018883 = -107511391.051431
  nChanged 1077
Iteration 225Q (61167.570000 sec): 75 clusters
  Score: Raw -107678737.717382 + Penalty 167292.018883 = -107511445.698499
  nChanged 1009
Iteration 226Q (61391.990000 sec): 75 clusters
  Score: Raw -107678783.938407 + Penalty 167292.018883 = -107511491.919524
  nChanged 1012
Iteration 227Q (61615.700000 sec): 75 clusters
  Score: Raw -107678832.964193 + Penalty 167292.018883 = -107511540.945310
  nChanged 967
Iteration 228Q (61839.630000 sec): 75 clusters
  Score: Raw -107678871.749509 + Penalty 167292.018883 = -107511579.730626
  nChanged 943
Iteration 229Q (62063.490000 sec): 75 clusters
  Score: Raw -107678909.072480 + Penalty 167292.018883 = -107511617.053596
  nChanged 918
Iteration 230Q (62287.340000 sec): 75 clusters
  Score: Raw -107678946.021710 + Penalty 167292.018883 = -107511654.002827
  nChanged 879
Iteration 231Q (62511.510000 sec): 75 clusters
  Score: Raw -107678979.073496 + Penalty 167292.018883 = -107511687.054613
  nChanged 870
Iteration 232Q (62735.410000 sec): 75 clusters
  Score: Raw -107679011.959487 + Penalty 167292.018883 = -107511719.940604
  nChanged 871
Iteration 233Q (62958.640000 sec): 75 clusters
  Score: Raw -107679047.445714 + Penalty 167292.018883 = -107511755.426831
  nChanged 866
Iteration 234Q (63183.050000 sec): 75 clusters
  Score: Raw -107679082.964039 + Penalty 167292.018883 = -107511790.945156
  nChanged 820
Iteration 235Q (63406.890000 sec): 75 clusters
  Score: Raw -107679114.572985 + Penalty 167292.018883 = -107511822.554102
  nChanged 826
Iteration 236Q (63631.320000 sec): 75 clusters
  Score: Raw -107679143.776069 + Penalty 167292.018883 = -107511851.757186
  nChanged 723
Iteration 237Q (63855.230000 sec): 75 clusters
  Score: Raw -107679168.749898 + Penalty 167292.018883 = -107511876.731015
  nChanged 684
Iteration 238Q (64079.080000 sec): 75 clusters
  Score: Raw -107679195.951458 + Penalty 167292.018883 = -107511903.932575
  nChanged 669
Iteration 239Q (64303.390000 sec): 75 clusters
  Score: Raw -107679219.201642 + Penalty 167292.018883 = -107511927.182759
  nChanged 636
Iteration 240F (64614.010000 sec): 75 clusters
  Score: Raw -107679238.033018 + Penalty 167292.018883 = -107511946.014134
  nChanged 610
Iteration 241Q (64837.470000 sec): 75 clusters
  Score: Raw -107679256.415164 + Penalty 167292.018883 = -107511964.396280
  nChanged 540
Iteration 242Q (65061.360000 sec): 75 clusters
  Score: Raw -107679273.144596 + Penalty 167292.018883 = -107511981.125713
  nChanged 537
Iteration 243Q (65285.060000 sec): 75 clusters
  Score: Raw -107679287.922972 + Penalty 167292.018883 = -107511995.904089
  nChanged 487
Iteration 244Q (65508.710000 sec): 75 clusters
  Score: Raw -107679301.659951 + Penalty 167292.018883 = -107512009.641068
  nChanged 433
Iteration 245Q (65731.420000 sec): 75 clusters
  Score: Raw -107679313.228248 + Penalty 167292.018883 = -107512021.209365
  nChanged 441
Iteration 246Q (65954.680000 sec): 75 clusters
  Score: Raw -107679325.184273 + Penalty 167292.018883 = -107512033.165390
  nChanged 412
Iteration 247Q (66178.000000 sec): 75 clusters
  Score: Raw -107679336.431733 + Penalty 167292.018883 = -107512044.412850
  nChanged 421
Iteration 248Q (66401.880000 sec): 75 clusters
  Score: Raw -107679347.833742 + Penalty 167292.018883 = -107512055.814859
  nChanged 399
Iteration 249Q (66625.300000 sec): 75 clusters
  Score: Raw -107679358.146914 + Penalty 167292.018883 = -107512066.128031
  nChanged 373
Iteration 250Q (66849.030000 sec): 75 clusters
  Score: Raw -107679367.430228 + Penalty 167292.018883 = -107512075.411345
  nChanged 352
Iteration 251Q (67072.940000 sec): 75 clusters
  Score: Raw -107679376.584875 + Penalty 167292.018883 = -107512084.565991
  nChanged 359
Iteration 252Q (67296.240000 sec): 75 clusters
  Score: Raw -107679385.797984 + Penalty 167292.018883 = -107512093.779101
  nChanged 370
Iteration 253Q (67520.150000 sec): 75 clusters
  Score: Raw -107679396.014895 + Penalty 167292.018883 = -107512103.996011
  nChanged 376
Iteration 254Q (67743.520000 sec): 75 clusters
  Score: Raw -107679406.831327 + Penalty 167292.018883 = -107512114.812444
  nChanged 408
Iteration 255Q (67967.790000 sec): 75 clusters
  Score: Raw -107679417.796696 + Penalty 167292.018883 = -107512125.777813
  nChanged 389
Iteration 256Q (68191.510000 sec): 75 clusters
  Score: Raw -107679428.506482 + Penalty 167292.018883 = -107512136.487599
  nChanged 404
Iteration 257Q (68415.950000 sec): 75 clusters
  Score: Raw -107679438.527056 + Penalty 167292.018883 = -107512146.508173
  nChanged 397
Iteration 258Q (68639.640000 sec): 75 clusters
  Score: Raw -107679447.949570 + Penalty 167292.018883 = -107512155.930687
  nChanged 375
Writing temp clu file 
Because OldScore, -107512146.508173, is greater than current (better) Score,-107512155.930687 
 Compute initial score before splitting:   Score: Raw -107679447.949570 + Penalty 167292.018883 = -107512155.930687
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (130545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68640.620000 sec): 2 clusters
  Score: Raw -12516407.517299 + Penalty 1914.164407 = -12514493.352892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68641.810000 sec): 3 clusters
  Score: Raw -12431024.018386 + Penalty 3828.328814 = -12427195.689572
  nChanged 62487
		SP:Iteration 1F (68642.990000 sec): 3 clusters
  Score: Raw -12470324.763394 + Penalty 3828.328814 = -12466496.434580
  nChanged 7247
		SP:Iteration 2F (68644.200000 sec): 3 clusters
  Score: Raw -12474122.753000 + Penalty 3828.328814 = -12470294.424186
  nChanged 8557
		SP:Iteration 3F (68645.390000 sec): 3 clusters
  Score: Raw -12479358.184505 + Penalty 3828.328814 = -12475529.855691
  nChanged 9270
		SP:Iteration 4F (68646.560000 sec): 3 clusters
  Score: Raw -12485648.690067 + Penalty 3828.328814 = -12481820.361253
  nChanged 9050
		SP:Iteration 5F (68647.730000 sec): 3 clusters
  Score: Raw -12492184.030544 + Penalty 3828.328814 = -12488355.701730
  nChanged 8216
		SP:Iteration 6F (68648.890000 sec): 3 clusters
  Score: Raw -12498375.549676 + Penalty 3828.328814 = -12494547.220862
  nChanged 6924
		SP:Iteration 7F (68650.050000 sec): 3 clusters
  Score: Raw -12503746.183681 + Penalty 3828.328814 = -12499917.854867
  nChanged 5513
		SP:Iteration 8Q (68651.250000 sec): 3 clusters
  Score: Raw -12508012.803891 + Penalty 3828.328814 = -12504184.475077
  nChanged 4111
		SP:Iteration 9Q (68652.400000 sec): 3 clusters
  Score: Raw -12511102.619160 + Penalty 3828.328814 = -12507274.290346
  nChanged 2971
		SP:Iteration 10Q (68653.540000 sec): 3 clusters
  Score: Raw -12513335.225234 + Penalty 3828.328814 = -12509506.896420
  nChanged 1964
		SP:Iteration 11Q (68654.680000 sec): 3 clusters
  Score: Raw -12514743.783078 + Penalty 3828.328814 = -12510915.454264
  nChanged 1204
		SP:Iteration 12Q (68655.730000 sec): 3 clusters
  Score: Raw -12515565.811897 + Penalty 3828.328814 = -12511737.483083
  nChanged 736
		SP:Iteration 13Q (68656.780000 sec): 3 clusters
  Score: Raw -12516035.282346 + Penalty 3828.328814 = -12512206.953532
  nChanged 446
		SP:Iteration 14Q (68657.830000 sec): 3 clusters
  Score: Raw -12516318.078036 + Penalty 3828.328814 = -12512489.749222
  nChanged 288
		SP:Iteration 15Q (68658.900000 sec): 3 clusters
  Score: Raw -12516488.814966 + Penalty 3828.328814 = -12512660.486152
  nChanged 189
		SP:Iteration 16Q (68659.970000 sec): 3 clusters
  Score: Raw -12516622.282350 + Penalty 3828.328814 = -12512793.953536
  nChanged 154
		SP:Iteration 17Q (68661.040000 sec): 3 clusters
  Score: Raw -12516728.640368 + Penalty 3828.328814 = -12512900.311554
  nChanged 122
		SP:Iteration 18Q (68662.080000 sec): 3 clusters
  Score: Raw -12516794.733489 + Penalty 3828.328814 = -12512966.404675
  nChanged 110
		SP:Iteration 19Q (68663.150000 sec): 3 clusters
  Score: Raw -12516851.508441 + Penalty 3828.328814 = -12513023.179627
  nChanged 88
		SP:Iteration 20F (68664.310000 sec): 3 clusters
  Score: Raw -12516895.219149 + Penalty 3828.328814 = -12513066.890335
  nChanged 70
		SP:Iteration 21Q (68665.400000 sec): 3 clusters
  Score: Raw -12516951.981394 + Penalty 3828.328814 = -12513123.652580
  nChanged 77
		SP:Iteration 22Q (68666.470000 sec): 3 clusters
  Score: Raw -12517008.218242 + Penalty 3828.328814 = -12513179.889428
  nChanged 77
		SP:Iteration 23Q (68667.540000 sec): 3 clusters
  Score: Raw -12517070.872420 + Penalty 3828.328814 = -12513242.543606
  nChanged 77
		SP:Iteration 24Q (68668.610000 sec): 3 clusters
  Score: Raw -12517111.963900 + Penalty 3828.328814 = -12513283.635086
  nChanged 66
		SP:Iteration 25Q (68669.670000 sec): 3 clusters
  Score: Raw -12517143.220434 + Penalty 3828.328814 = -12513314.891620
  nChanged 52
		SP:Iteration 26Q (68670.740000 sec): 3 clusters
  Score: Raw -12517165.694924 + Penalty 3828.328814 = -12513337.366110
  nChanged 43
		SP:Iteration 27Q (68671.780000 sec): 3 clusters
  Score: Raw -12517183.993602 + Penalty 3828.328814 = -12513355.664788
  nChanged 35
		SP:Iteration 28Q (68672.850000 sec): 3 clusters
  Score: Raw -12517196.921764 + Penalty 3828.328814 = -12513368.592950
  nChanged 29
		SP:Iteration 29Q (68673.920000 sec): 3 clusters
  Score: Raw -12517209.660844 + Penalty 3828.328814 = -12513381.332030
  nChanged 38
		SP:Iteration 30Q (68674.960000 sec): 3 clusters
  Score: Raw -12517225.697661 + Penalty 3828.328814 = -12513397.368847
  nChanged 33
		SP:Iteration 31Q (68676.030000 sec): 3 clusters
  Score: Raw -12517240.389429 + Penalty 3828.328814 = -12513412.060615
  nChanged 34
		SP:Iteration 32Q (68677.090000 sec): 3 clusters
  Score: Raw -12517253.810165 + Penalty 3828.328814 = -12513425.481351
  nChanged 27
		SP:Iteration 33Q (68678.130000 sec): 3 clusters
  Score: Raw -12517265.383725 + Penalty 3828.328814 = -12513437.054911
  nChanged 27
		SP:Iteration 34Q (68679.200000 sec): 3 clusters
  Score: Raw -12517274.697719 + Penalty 3828.328814 = -12513446.368905
  nChanged 14
		SP:Iteration 35Q (68680.270000 sec): 3 clusters
  Score: Raw -12517278.181970 + Penalty 3828.328814 = -12513449.853156
  nChanged 18
		SP:Iteration 36Q (68681.320000 sec): 3 clusters
  Score: Raw -12517284.924395 + Penalty 3828.328814 = -12513456.595581
  nChanged 19
		SP:Iteration 37Q (68682.390000 sec): 3 clusters
  Score: Raw -12517291.951408 + Penalty 3828.328814 = -12513463.622594
  nChanged 17
		SP:Iteration 38Q (68683.460000 sec): 3 clusters
  Score: Raw -12517297.607447 + Penalty 3828.328814 = -12513469.278633
  nChanged 21
		SP:Iteration 39Q (68684.520000 sec): 3 clusters
  Score: Raw -12517303.777348 + Penalty 3828.328814 = -12513475.448534
  nChanged 14
		SP:Iteration 40F (68685.650000 sec): 3 clusters
  Score: Raw -12517307.922002 + Penalty 3828.328814 = -12513479.593188
  nChanged 14
		SP:Iteration 41Q (68686.750000 sec): 3 clusters
  Score: Raw -12517312.367986 + Penalty 3828.328814 = -12513484.039172
  nChanged 13
		SP:Iteration 42Q (68687.810000 sec): 3 clusters
  Score: Raw -12517315.706726 + Penalty 3828.328814 = -12513487.377912
  nChanged 13
		SP:Iteration 43Q (68688.880000 sec): 3 clusters
  Score: Raw -12517319.673426 + Penalty 3828.328814 = -12513491.344612
  nChanged 7
		SP:Iteration 44Q (68689.950000 sec): 3 clusters
  Score: Raw -12517322.258073 + Penalty 3828.328814 = -12513493.929259
  nChanged 6
		SP:Iteration 45Q (68691.010000 sec): 3 clusters
  Score: Raw -12517324.287985 + Penalty 3828.328814 = -12513495.959171
  nChanged 6
		SP:Iteration 46Q (68692.080000 sec): 3 clusters
  Score: Raw -12517325.923667 + Penalty 3828.328814 = -12513497.594853
  nChanged 7
		SP:Iteration 47Q (68693.150000 sec): 3 clusters
  Score: Raw -12517328.018240 + Penalty 3828.328814 = -12513499.689426
  nChanged 11
		SP:Iteration 48Q (68694.190000 sec): 3 clusters
  Score: Raw -12517332.423409 + Penalty 3828.328814 = -12513504.094595
  nChanged 16
		SP:Iteration 49Q (68695.260000 sec): 3 clusters
  Score: Raw -12517337.339041 + Penalty 3828.328814 = -12513509.010227
  nChanged 20
		SP:Iteration 50Q (68696.320000 sec): 3 clusters
  Score: Raw -12517342.253411 + Penalty 3828.328814 = -12513513.924597
  nChanged 23
		SP:Iteration 51Q (68697.370000 sec): 3 clusters
  Score: Raw -12517348.646270 + Penalty 3828.328814 = -12513520.317456
  nChanged 16
		SP:Iteration 52Q (68698.440000 sec): 3 clusters
  Score: Raw -12517353.002315 + Penalty 3828.328814 = -12513524.673501
  nChanged 13
		SP:Iteration 53Q (68699.480000 sec): 3 clusters
  Score: Raw -12517356.642322 + Penalty 3828.328814 = -12513528.313508
  nChanged 7
		SP:Iteration 54Q (68700.550000 sec): 3 clusters
  Score: Raw -12517358.346364 + Penalty 3828.328814 = -12513530.017550
  nChanged 6
		SP:Iteration 55Q (68701.610000 sec): 3 clusters
  Score: Raw -12517359.290752 + Penalty 3828.328814 = -12513530.961938
  nChanged 2
		SP:Iteration 56Q (68702.670000 sec): 3 clusters
  Score: Raw -12517360.189883 + Penalty 3828.328814 = -12513531.861069
  nChanged 6
		SP:Iteration 57Q (68703.740000 sec): 3 clusters
  Score: Raw -12517362.662889 + Penalty 3828.328814 = -12513534.334075
  nChanged 10
		SP:Iteration 58Q (68704.810000 sec): 3 clusters
  Score: Raw -12517364.770732 + Penalty 3828.328814 = -12513536.441918
  nChanged 9
		SP:Iteration 59Q (68705.880000 sec): 3 clusters
  Score: Raw -12517367.157589 + Penalty 3828.328814 = -12513538.828775
  nChanged 7
		SP:Iteration 60F (68707.030000 sec): 3 clusters
  Score: Raw -12517368.788048 + Penalty 3828.328814 = -12513540.459234
  nChanged 5
		SP:Iteration 61Q (68708.130000 sec): 3 clusters
  Score: Raw -12517370.087491 + Penalty 3828.328814 = -12513541.758677
  nChanged 4
		SP:Iteration 62Q (68709.200000 sec): 3 clusters
  Score: Raw -12517370.670945 + Penalty 3828.328814 = -12513542.342131
  nChanged 2
		SP:Iteration 63Q (68710.270000 sec): 3 clusters
  Score: Raw -12517370.996346 + Penalty 3828.328814 = -12513542.667532
  nChanged 1
		SP:Iteration 64Q (68711.340000 sec): 3 clusters
  Score: Raw -12517371.144186 + Penalty 3828.328814 = -12513542.815372
  nChanged 1
		SP:Iteration 65Q (68712.400000 sec): 3 clusters
  Score: Raw -12517371.228588 + Penalty 3828.328814 = -12513542.899774
  nChanged 0
		SP:Iteration 66F (68713.550000 sec): 3 clusters
  Score: Raw -12517371.228588 + Penalty 3828.328814 = -12513542.899774
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68713.840000 sec): 2 clusters
  Score: Raw -3821725.334787 + Penalty 1706.614265 = -3820018.720522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68714.240000 sec): 3 clusters
  Score: Raw -3799042.054448 + Penalty 3413.228531 = -3795628.825918
  nChanged 16914
		SP:Iteration 1F (68714.640000 sec): 3 clusters
  Score: Raw -3808613.436667 + Penalty 3413.228531 = -3805200.208136
  nChanged 1463
		SP:Iteration 2Q (68715.070000 sec): 3 clusters
  Score: Raw -3809080.806849 + Penalty 3413.228531 = -3805667.578318
  nChanged 1510
		SP:Iteration 3Q (68715.500000 sec): 3 clusters
  Score: Raw -3809674.820623 + Penalty 3413.228531 = -3806261.592092
  nChanged 1669
		SP:Iteration 4Q (68715.920000 sec): 3 clusters
  Score: Raw -3810457.893825 + Penalty 3413.228531 = -3807044.665294
  nChanged 1896
		SP:Iteration 5F (68716.320000 sec): 3 clusters
  Score: Raw -3811669.560875 + Penalty 3413.228531 = -3808256.332345
  nChanged 2037
		SP:Iteration 6F (68716.740000 sec): 3 clusters
  Score: Raw -3813179.832537 + Penalty 3413.228531 = -3809766.604006
  nChanged 2155
		SP:Iteration 7F (68717.180000 sec): 3 clusters
  Score: Raw -3814881.200043 + Penalty 3413.228531 = -3811467.971512
  nChanged 2040
		SP:Iteration 8F (68717.600000 sec): 3 clusters
  Score: Raw -3816500.051621 + Penalty 3413.228531 = -3813086.823091
  nChanged 1677
		SP:Iteration 9Q (68718.040000 sec): 3 clusters
  Score: Raw -3817766.177702 + Penalty 3413.228531 = -3814352.949172
  nChanged 1305
		SP:Iteration 10Q (68718.450000 sec): 3 clusters
  Score: Raw -3818655.710709 + Penalty 3413.228531 = -3815242.482179
  nChanged 1050
		SP:Iteration 11Q (68718.820000 sec): 3 clusters
  Score: Raw -3819326.370489 + Penalty 3413.228531 = -3815913.141959
  nChanged 879
		SP:Iteration 12Q (68719.210000 sec): 3 clusters
  Score: Raw -3819855.065671 + Penalty 3413.228531 = -3816441.837140
  nChanged 719
		SP:Iteration 13Q (68719.620000 sec): 3 clusters
  Score: Raw -3820283.797585 + Penalty 3413.228531 = -3816870.569054
  nChanged 613
		SP:Iteration 14Q (68720.020000 sec): 3 clusters
  Score: Raw -3820649.016628 + Penalty 3413.228531 = -3817235.788097
  nChanged 485
		SP:Iteration 15Q (68720.380000 sec): 3 clusters
  Score: Raw -3820939.644675 + Penalty 3413.228531 = -3817526.416144
  nChanged 395
		SP:Iteration 16Q (68720.780000 sec): 3 clusters
  Score: Raw -3821193.320303 + Penalty 3413.228531 = -3817780.091773
  nChanged 306
		SP:Iteration 17Q (68721.180000 sec): 3 clusters
  Score: Raw -3821410.159521 + Penalty 3413.228531 = -3817996.930990
  nChanged 248
		SP:Iteration 18Q (68721.530000 sec): 3 clusters
  Score: Raw -3821593.519291 + Penalty 3413.228531 = -3818180.290760
  nChanged 179
		SP:Iteration 19Q (68721.930000 sec): 3 clusters
  Score: Raw -3821709.084080 + Penalty 3413.228531 = -3818295.855549
  nChanged 128
		SP:Iteration 20F (68722.350000 sec): 3 clusters
  Score: Raw -3821780.661164 + Penalty 3413.228531 = -3818367.432634
  nChanged 72
		SP:Iteration 21Q (68722.700000 sec): 3 clusters
  Score: Raw -3821826.181385 + Penalty 3413.228531 = -3818412.952854
  nChanged 61
		SP:Iteration 22Q (68723.070000 sec): 3 clusters
  Score: Raw -3821867.492608 + Penalty 3413.228531 = -3818454.264078
  nChanged 53
		SP:Iteration 23Q (68723.420000 sec): 3 clusters
  Score: Raw -3821906.330223 + Penalty 3413.228531 = -3818493.101692
  nChanged 42
		SP:Iteration 24Q (68723.800000 sec): 3 clusters
  Score: Raw -3821938.503210 + Penalty 3413.228531 = -3818525.274679
  nChanged 38
		SP:Iteration 25Q (68724.150000 sec): 3 clusters
  Score: Raw -3821965.646919 + Penalty 3413.228531 = -3818552.418388
  nChanged 25
		SP:Iteration 26Q (68724.530000 sec): 3 clusters
  Score: Raw -3821985.000931 + Penalty 3413.228531 = -3818571.772400
  nChanged 12
		SP:Iteration 27Q (68724.880000 sec): 3 clusters
  Score: Raw -3821993.168809 + Penalty 3413.228531 = -3818579.940278
  nChanged 13
		SP:Iteration 28Q (68725.240000 sec): 3 clusters
  Score: Raw -3822000.635789 + Penalty 3413.228531 = -3818587.407258
  nChanged 10
		SP:Iteration 29Q (68725.590000 sec): 3 clusters
  Score: Raw -3822009.136907 + Penalty 3413.228531 = -3818595.908377
  nChanged 10
		SP:Iteration 30Q (68725.970000 sec): 3 clusters
  Score: Raw -3822015.961336 + Penalty 3413.228531 = -3818602.732805
  nChanged 7
		SP:Iteration 31Q (68726.320000 sec): 3 clusters
  Score: Raw -3822023.228008 + Penalty 3413.228531 = -3818609.999477
  nChanged 9
		SP:Iteration 32Q (68726.690000 sec): 3 clusters
  Score: Raw -3822027.529331 + Penalty 3413.228531 = -3818614.300801
  nChanged 6
		SP:Iteration 33Q (68727.040000 sec): 3 clusters
  Score: Raw -3822031.512749 + Penalty 3413.228531 = -3818618.284218
  nChanged 8
		SP:Iteration 34Q (68727.410000 sec): 3 clusters
  Score: Raw -3822036.000629 + Penalty 3413.228531 = -3818622.772098
  nChanged 5
		SP:Iteration 35Q (68727.760000 sec): 3 clusters
  Score: Raw -3822039.390170 + Penalty 3413.228531 = -3818626.161639
  nChanged 4
		SP:Iteration 36Q (68728.160000 sec): 3 clusters
  Score: Raw -3822041.871709 + Penalty 3413.228531 = -3818628.643178
  nChanged 5
		SP:Iteration 37Q (68728.560000 sec): 3 clusters
  Score: Raw -3822044.799936 + Penalty 3413.228531 = -3818631.571406
  nChanged 3
		SP:Iteration 38Q (68728.900000 sec): 3 clusters
  Score: Raw -3822046.436215 + Penalty 3413.228531 = -3818633.207685
  nChanged 4
		SP:Iteration 39Q (68729.300000 sec): 3 clusters
  Score: Raw -3822049.611867 + Penalty 3413.228531 = -3818636.383336
  nChanged 0
		SP:Iteration 40F (68729.670000 sec): 3 clusters
  Score: Raw -3822049.611867 + Penalty 3413.228531 = -3818636.383336
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68729.830000 sec): 2 clusters
  Score: Raw -1423131.232092 + Penalty 1543.838443 = -1421587.393649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68730.070000 sec): 3 clusters
  Score: Raw -1415387.883950 + Penalty 3087.676885 = -1412300.207065
  nChanged 5888
		SP:Iteration 1F (68730.250000 sec): 3 clusters
  Score: Raw -1418644.012542 + Penalty 3087.676885 = -1415556.335657
  nChanged 763
		SP:Iteration 2F (68730.440000 sec): 3 clusters
  Score: Raw -1419036.073448 + Penalty 3087.676885 = -1415948.396563
  nChanged 747
		SP:Iteration 3F (68730.630000 sec): 3 clusters
  Score: Raw -1419450.273816 + Penalty 3087.676885 = -1416362.596931
  nChanged 667
		SP:Iteration 4Q (68730.840000 sec): 3 clusters
  Score: Raw -1419841.893717 + Penalty 3087.676885 = -1416754.216832
  nChanged 685
		SP:Iteration 5F (68731.050000 sec): 3 clusters
  Score: Raw -1420240.011069 + Penalty 3087.676885 = -1417152.334184
  nChanged 692
		SP:Iteration 6F (68731.230000 sec): 3 clusters
  Score: Raw -1420623.437888 + Penalty 3087.676885 = -1417535.761003
  nChanged 667
		SP:Iteration 7Q (68731.430000 sec): 3 clusters
  Score: Raw -1420995.935070 + Penalty 3087.676885 = -1417908.258185
  nChanged 603
		SP:Iteration 8Q (68731.630000 sec): 3 clusters
  Score: Raw -1421313.262149 + Penalty 3087.676885 = -1418225.585264
  nChanged 533
		SP:Iteration 9Q (68731.830000 sec): 3 clusters
  Score: Raw -1421630.390021 + Penalty 3087.676885 = -1418542.713136
  nChanged 487
		SP:Iteration 10Q (68732.030000 sec): 3 clusters
  Score: Raw -1421923.081066 + Penalty 3087.676885 = -1418835.404181
  nChanged 407
		SP:Iteration 11Q (68732.250000 sec): 3 clusters
  Score: Raw -1422197.043898 + Penalty 3087.676885 = -1419109.367013
  nChanged 364
		SP:Iteration 12Q (68732.430000 sec): 3 clusters
  Score: Raw -1422415.670735 + Penalty 3087.676885 = -1419327.993850
  nChanged 316
		SP:Iteration 13Q (68732.670000 sec): 3 clusters
  Score: Raw -1422597.522302 + Penalty 3087.676885 = -1419509.845416
  nChanged 278
		SP:Iteration 14Q (68732.850000 sec): 3 clusters
  Score: Raw -1422766.698817 + Penalty 3087.676885 = -1419679.021932
  nChanged 243
		SP:Iteration 15Q (68733.070000 sec): 3 clusters
  Score: Raw -1422894.682587 + Penalty 3087.676885 = -1419807.005702
  nChanged 216
		SP:Iteration 16Q (68733.260000 sec): 3 clusters
  Score: Raw -1422996.871546 + Penalty 3087.676885 = -1419909.194660
  nChanged 186
		SP:Iteration 17Q (68733.450000 sec): 3 clusters
  Score: Raw -1423070.846077 + Penalty 3087.676885 = -1419983.169192
  nChanged 148
		SP:Iteration 18Q (68733.640000 sec): 3 clusters
  Score: Raw -1423122.034656 + Penalty 3087.676885 = -1420034.357771
  nChanged 141
		SP:Iteration 19Q (68733.850000 sec): 3 clusters
  Score: Raw -1423172.597771 + Penalty 3087.676885 = -1420084.920886
  nChanged 138
		SP:Iteration 20F (68734.030000 sec): 3 clusters
  Score: Raw -1423216.708651 + Penalty 3087.676885 = -1420129.031765
  nChanged 123
		SP:Iteration 21Q (68734.220000 sec): 3 clusters
  Score: Raw -1423253.340316 + Penalty 3087.676885 = -1420165.663431
  nChanged 114
		SP:Iteration 22Q (68734.410000 sec): 3 clusters
  Score: Raw -1423291.459538 + Penalty 3087.676885 = -1420203.782652
  nChanged 112
		SP:Iteration 23Q (68734.610000 sec): 3 clusters
  Score: Raw -1423326.552970 + Penalty 3087.676885 = -1420238.876085
  nChanged 88
		SP:Iteration 24Q (68734.780000 sec): 3 clusters
  Score: Raw -1423352.322293 + Penalty 3087.676885 = -1420264.645408
  nChanged 71
		SP:Iteration 25Q (68734.990000 sec): 3 clusters
  Score: Raw -1423371.551103 + Penalty 3087.676885 = -1420283.874217
  nChanged 62
		SP:Iteration 26Q (68735.170000 sec): 3 clusters
  Score: Raw -1423386.156401 + Penalty 3087.676885 = -1420298.479516
  nChanged 56
		SP:Iteration 27Q (68735.360000 sec): 3 clusters
  Score: Raw -1423399.637339 + Penalty 3087.676885 = -1420311.960454
  nChanged 45
		SP:Iteration 28Q (68735.560000 sec): 3 clusters
  Score: Raw -1423411.576163 + Penalty 3087.676885 = -1420323.899278
  nChanged 63
		SP:Iteration 29Q (68735.730000 sec): 3 clusters
  Score: Raw -1423430.334860 + Penalty 3087.676885 = -1420342.657974
  nChanged 59
		SP:Iteration 30Q (68735.910000 sec): 3 clusters
  Score: Raw -1423447.483905 + Penalty 3087.676885 = -1420359.807020
  nChanged 62
		SP:Iteration 31Q (68736.240000 sec): 3 clusters
  Score: Raw -1423466.357390 + Penalty 3087.676885 = -1420378.680505
  nChanged 46
		SP:Iteration 32Q (68736.490000 sec): 3 clusters
  Score: Raw -1423478.687777 + Penalty 3087.676885 = -1420391.010892
  nChanged 44
		SP:Iteration 33Q (68736.770000 sec): 3 clusters
  Score: Raw -1423488.993027 + Penalty 3087.676885 = -1420401.316142
  nChanged 34
		SP:Iteration 34Q (68737.060000 sec): 3 clusters
  Score: Raw -1423496.519130 + Penalty 3087.676885 = -1420408.842245
  nChanged 26
		SP:Iteration 35Q (68737.350000 sec): 3 clusters
  Score: Raw -1423500.898067 + Penalty 3087.676885 = -1420413.221182
  nChanged 21
		SP:Iteration 36Q (68737.640000 sec): 3 clusters
  Score: Raw -1423505.014560 + Penalty 3087.676885 = -1420417.337675
  nChanged 18
		SP:Iteration 37Q (68737.930000 sec): 3 clusters
  Score: Raw -1423508.272034 + Penalty 3087.676885 = -1420420.595148
  nChanged 21
		SP:Iteration 38Q (68738.220000 sec): 3 clusters
  Score: Raw -1423513.424716 + Penalty 3087.676885 = -1420425.747831
  nChanged 26
		SP:Iteration 39Q (68738.510000 sec): 3 clusters
  Score: Raw -1423520.725270 + Penalty 3087.676885 = -1420433.048385
  nChanged 22
		SP:Iteration 40F (68738.790000 sec): 3 clusters
  Score: Raw -1423525.327017 + Penalty 3087.676885 = -1420437.650132
  nChanged 23
		SP:Iteration 41Q (68739.080000 sec): 3 clusters
  Score: Raw -1423529.579949 + Penalty 3087.676885 = -1420441.903064
  nChanged 19
		SP:Iteration 42Q (68739.370000 sec): 3 clusters
  Score: Raw -1423532.750394 + Penalty 3087.676885 = -1420445.073509
  nChanged 17
		SP:Iteration 43Q (68739.660000 sec): 3 clusters
  Score: Raw -1423536.138157 + Penalty 3087.676885 = -1420448.461272
  nChanged 13
		SP:Iteration 44Q (68739.950000 sec): 3 clusters
  Score: Raw -1423538.115998 + Penalty 3087.676885 = -1420450.439113
  nChanged 6
		SP:Iteration 45Q (68740.240000 sec): 3 clusters
  Score: Raw -1423538.883284 + Penalty 3087.676885 = -1420451.206399
  nChanged 7
		SP:Iteration 46Q (68740.530000 sec): 3 clusters
  Score: Raw -1423540.089696 + Penalty 3087.676885 = -1420452.412810
  nChanged 8
		SP:Iteration 47Q (68740.820000 sec): 3 clusters
  Score: Raw -1423541.146947 + Penalty 3087.676885 = -1420453.470062
  nChanged 5
		SP:Iteration 48Q (68741.110000 sec): 3 clusters
  Score: Raw -1423541.628265 + Penalty 3087.676885 = -1420453.951379
  nChanged 5
		SP:Iteration 49Q (68741.390000 sec): 3 clusters
  Score: Raw -1423542.438277 + Penalty 3087.676885 = -1420454.761391
  nChanged 3
		SP:Iteration 50Q (68741.680000 sec): 3 clusters
  Score: Raw -1423542.883984 + Penalty 3087.676885 = -1420455.207099
  nChanged 0
		SP:Iteration 51F (68741.970000 sec): 3 clusters
  Score: Raw -1423542.883984 + Penalty 3087.676885 = -1420455.207099
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (114662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68742.720000 sec): 2 clusters
  Score: Raw -11970778.515631 + Penalty 1893.083392 = -11968885.432239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68743.950000 sec): 3 clusters
  Score: Raw -11895760.867041 + Penalty 3786.166783 = -11891974.700257
  nChanged 54924
		SP:Iteration 1F (68745.140000 sec): 3 clusters
  Score: Raw -11928485.309634 + Penalty 3786.166783 = -11924699.142850
  nChanged 4172
		SP:Iteration 2Q (68746.350000 sec): 3 clusters
  Score: Raw -11929712.116412 + Penalty 3786.166783 = -11925925.949628
  nChanged 4634
		SP:Iteration 3Q (68747.580000 sec): 3 clusters
  Score: Raw -11931269.793186 + Penalty 3786.166783 = -11927483.626402
  nChanged 5206
		SP:Iteration 4Q (68748.790000 sec): 3 clusters
  Score: Raw -11933258.821749 + Penalty 3786.166783 = -11929472.654966
  nChanged 5850
		SP:Iteration 5F (68749.980000 sec): 3 clusters
  Score: Raw -11935722.010757 + Penalty 3786.166783 = -11931935.843973
  nChanged 6462
		SP:Iteration 6F (68751.180000 sec): 3 clusters
  Score: Raw -11938845.255674 + Penalty 3786.166783 = -11935059.088891
  nChanged 6877
		SP:Iteration 7F (68752.370000 sec): 3 clusters
  Score: Raw -11942663.619238 + Penalty 3786.166783 = -11938877.452454
  nChanged 7125
		SP:Iteration 8F (68753.530000 sec): 3 clusters
  Score: Raw -11947049.863353 + Penalty 3786.166783 = -11943263.696570
  nChanged 6912
		SP:Iteration 9F (68754.710000 sec): 3 clusters
  Score: Raw -11951885.972267 + Penalty 3786.166783 = -11948099.805484
  nChanged 6589
		SP:Iteration 10F (68755.900000 sec): 3 clusters
  Score: Raw -11956913.147465 + Penalty 3786.166783 = -11953126.980681
  nChanged 5656
		SP:Iteration 11Q (68757.080000 sec): 3 clusters
  Score: Raw -11961330.997178 + Penalty 3786.166783 = -11957544.830394
  nChanged 4318
		SP:Iteration 12Q (68758.260000 sec): 3 clusters
  Score: Raw -11964718.378491 + Penalty 3786.166783 = -11960932.211707
  nChanged 2977
		SP:Iteration 13Q (68759.390000 sec): 3 clusters
  Score: Raw -11967050.007891 + Penalty 3786.166783 = -11963263.841108
  nChanged 1984
		SP:Iteration 14Q (68760.430000 sec): 3 clusters
  Score: Raw -11968621.805492 + Penalty 3786.166783 = -11964835.638709
  nChanged 1281
		SP:Iteration 15Q (68761.430000 sec): 3 clusters
  Score: Raw -11969605.232977 + Penalty 3786.166783 = -11965819.066193
  nChanged 769
		SP:Iteration 16Q (68762.470000 sec): 3 clusters
  Score: Raw -11970145.065264 + Penalty 3786.166783 = -11966358.898481
  nChanged 471
		SP:Iteration 17Q (68763.510000 sec): 3 clusters
  Score: Raw -11970429.877220 + Penalty 3786.166783 = -11966643.710437
  nChanged 293
		SP:Iteration 18Q (68764.530000 sec): 3 clusters
  Score: Raw -11970597.574351 + Penalty 3786.166783 = -11966811.407567
  nChanged 211
		SP:Iteration 19Q (68765.510000 sec): 3 clusters
  Score: Raw -11970714.283268 + Penalty 3786.166783 = -11966928.116485
  nChanged 148
		SP:Iteration 20F (68766.670000 sec): 3 clusters
  Score: Raw -11970789.266746 + Penalty 3786.166783 = -11967003.099963
  nChanged 97
		SP:Iteration 21Q (68767.700000 sec): 3 clusters
  Score: Raw -11970838.600373 + Penalty 3786.166783 = -11967052.433590
  nChanged 70
		SP:Iteration 22Q (68768.680000 sec): 3 clusters
  Score: Raw -11970877.734136 + Penalty 3786.166783 = -11967091.567352
  nChanged 62
		SP:Iteration 23Q (68769.710000 sec): 3 clusters
  Score: Raw -11970920.841911 + Penalty 3786.166783 = -11967134.675127
  nChanged 49
		SP:Iteration 24Q (68770.740000 sec): 3 clusters
  Score: Raw -11970950.217785 + Penalty 3786.166783 = -11967164.051001
  nChanged 40
		SP:Iteration 25Q (68771.720000 sec): 3 clusters
  Score: Raw -11970972.386667 + Penalty 3786.166783 = -11967186.219884
  nChanged 33
		SP:Iteration 26Q (68772.730000 sec): 3 clusters
  Score: Raw -11970989.370813 + Penalty 3786.166783 = -11967203.204029
  nChanged 28
		SP:Iteration 27Q (68773.760000 sec): 3 clusters
  Score: Raw -11971005.298987 + Penalty 3786.166783 = -11967219.132204
  nChanged 30
		SP:Iteration 28Q (68774.740000 sec): 3 clusters
  Score: Raw -11971019.830324 + Penalty 3786.166783 = -11967233.663540
  nChanged 20
		SP:Iteration 29Q (68775.770000 sec): 3 clusters
  Score: Raw -11971029.050896 + Penalty 3786.166783 = -11967242.884113
  nChanged 17
		SP:Iteration 30Q (68776.800000 sec): 3 clusters
  Score: Raw -11971037.917641 + Penalty 3786.166783 = -11967251.750858
  nChanged 14
		SP:Iteration 31Q (68777.780000 sec): 3 clusters
  Score: Raw -11971045.474419 + Penalty 3786.166783 = -11967259.307635
  nChanged 18
		SP:Iteration 32Q (68778.770000 sec): 3 clusters
  Score: Raw -11971054.195262 + Penalty 3786.166783 = -11967268.028478
  nChanged 14
		SP:Iteration 33Q (68779.750000 sec): 3 clusters
  Score: Raw -11971059.982902 + Penalty 3786.166783 = -11967273.816118
  nChanged 9
		SP:Iteration 34Q (68780.750000 sec): 3 clusters
  Score: Raw -11971064.285049 + Penalty 3786.166783 = -11967278.118265
  nChanged 5
		SP:Iteration 35Q (68781.780000 sec): 3 clusters
  Score: Raw -11971066.468607 + Penalty 3786.166783 = -11967280.301823
  nChanged 3
		SP:Iteration 36Q (68782.760000 sec): 3 clusters
  Score: Raw -11971068.112408 + Penalty 3786.166783 = -11967281.945624
  nChanged 6
		SP:Iteration 37Q (68783.790000 sec): 3 clusters
  Score: Raw -11971072.401844 + Penalty 3786.166783 = -11967286.235061
  nChanged 7
		SP:Iteration 38Q (68784.820000 sec): 3 clusters
  Score: Raw -11971077.400553 + Penalty 3786.166783 = -11967291.233770
  nChanged 6
		SP:Iteration 39Q (68785.800000 sec): 3 clusters
  Score: Raw -11971079.999343 + Penalty 3786.166783 = -11967293.832560
  nChanged 3
		SP:Iteration 40F (68786.940000 sec): 3 clusters
  Score: Raw -11971081.122932 + Penalty 3786.166783 = -11967294.956149
  nChanged 2
		SP:Iteration 41Q (68787.920000 sec): 3 clusters
  Score: Raw -11971082.250851 + Penalty 3786.166783 = -11967296.084067
  nChanged 1
		SP:Iteration 42Q (68788.920000 sec): 3 clusters
  Score: Raw -11971082.635433 + Penalty 3786.166783 = -11967296.468649
  nChanged 2
		SP:Iteration 43Q (68789.950000 sec): 3 clusters
  Score: Raw -11971083.469444 + Penalty 3786.166783 = -11967297.302660
  nChanged 1
		SP:Iteration 44Q (68790.920000 sec): 3 clusters
  Score: Raw -11971084.428862 + Penalty 3786.166783 = -11967298.262079
  nChanged 2
		SP:Iteration 45Q (68791.950000 sec): 3 clusters
  Score: Raw -11971085.794245 + Penalty 3786.166783 = -11967299.627461
  nChanged 3
		SP:Iteration 46Q (68792.980000 sec): 3 clusters
  Score: Raw -11971087.548571 + Penalty 3786.166783 = -11967301.381788
  nChanged 5
		SP:Iteration 47Q (68793.960000 sec): 3 clusters
  Score: Raw -11971089.679358 + Penalty 3786.166783 = -11967303.512575
  nChanged 0
		SP:Iteration 48F (68795.130000 sec): 3 clusters
  Score: Raw -11971089.679358 + Penalty 3786.166783 = -11967303.512575
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (8920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68795.210000 sec): 2 clusters
  Score: Raw -962792.947831 + Penalty 1478.108324 = -961314.839507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68795.390000 sec): 3 clusters
  Score: Raw -957848.868146 + Penalty 2956.216648 = -954892.651498
  nChanged 3744
		SP:Iteration 1F (68795.520000 sec): 3 clusters
  Score: Raw -959885.703182 + Penalty 2956.216648 = -956929.486533
  nChanged 582
		SP:Iteration 2F (68795.660000 sec): 3 clusters
  Score: Raw -960161.447626 + Penalty 2956.216648 = -957205.230978
  nChanged 495
		SP:Iteration 3F (68795.790000 sec): 3 clusters
  Score: Raw -960393.940769 + Penalty 2956.216648 = -957437.724120
  nChanged 398
		SP:Iteration 4Q (68795.940000 sec): 3 clusters
  Score: Raw -960559.128455 + Penalty 2956.216648 = -957602.911807
  nChanged 328
		SP:Iteration 5Q (68796.090000 sec): 3 clusters
  Score: Raw -960690.560250 + Penalty 2956.216648 = -957734.343601
  nChanged 298
		SP:Iteration 6Q (68796.240000 sec): 3 clusters
  Score: Raw -960807.964903 + Penalty 2956.216648 = -957851.748255
  nChanged 285
		SP:Iteration 7Q (68796.390000 sec): 3 clusters
  Score: Raw -960935.394593 + Penalty 2956.216648 = -957979.177944
  nChanged 270
		SP:Iteration 8Q (68796.520000 sec): 3 clusters
  Score: Raw -961073.530889 + Penalty 2956.216648 = -958117.314241
  nChanged 306
		SP:Iteration 9Q (68796.670000 sec): 3 clusters
  Score: Raw -961247.535330 + Penalty 2956.216648 = -958291.318682
  nChanged 313
		SP:Iteration 10Q (68796.820000 sec): 3 clusters
  Score: Raw -961422.167154 + Penalty 2956.216648 = -958465.950506
  nChanged 313
		SP:Iteration 11Q (68796.960000 sec): 3 clusters
  Score: Raw -961615.095135 + Penalty 2956.216648 = -958658.878487
  nChanged 314
		SP:Iteration 12Q (68797.100000 sec): 3 clusters
  Score: Raw -961826.800901 + Penalty 2956.216648 = -958870.584253
  nChanged 278
		SP:Iteration 13Q (68797.240000 sec): 3 clusters
  Score: Raw -962034.053883 + Penalty 2956.216648 = -959077.837234
  nChanged 242
		SP:Iteration 14Q (68797.390000 sec): 3 clusters
  Score: Raw -962235.657734 + Penalty 2956.216648 = -959279.441085
  nChanged 222
		SP:Iteration 15Q (68797.530000 sec): 3 clusters
  Score: Raw -962420.797643 + Penalty 2956.216648 = -959464.580995
  nChanged 161
		SP:Iteration 16Q (68797.670000 sec): 3 clusters
  Score: Raw -962556.419521 + Penalty 2956.216648 = -959600.202873
  nChanged 126
		SP:Iteration 17Q (68797.800000 sec): 3 clusters
  Score: Raw -962656.457559 + Penalty 2956.216648 = -959700.240911
  nChanged 97
		SP:Iteration 18Q (68797.920000 sec): 3 clusters
  Score: Raw -962748.758560 + Penalty 2956.216648 = -959792.541911
  nChanged 67
		SP:Iteration 19Q (68798.070000 sec): 3 clusters
  Score: Raw -962820.325877 + Penalty 2956.216648 = -959864.109228
  nChanged 49
		SP:Iteration 20F (68798.240000 sec): 3 clusters
  Score: Raw -962862.868309 + Penalty 2956.216648 = -959906.651660
  nChanged 30
		SP:Iteration 21Q (68798.390000 sec): 3 clusters
  Score: Raw -962890.911868 + Penalty 2956.216648 = -959934.695219
  nChanged 17
		SP:Iteration 22Q (68798.530000 sec): 3 clusters
  Score: Raw -962905.546080 + Penalty 2956.216648 = -959949.329432
  nChanged 18
		SP:Iteration 23Q (68798.650000 sec): 3 clusters
  Score: Raw -962921.356516 + Penalty 2956.216648 = -959965.139868
  nChanged 11
		SP:Iteration 24Q (68798.780000 sec): 3 clusters
  Score: Raw -962932.474313 + Penalty 2956.216648 = -959976.257665
  nChanged 11
		SP:Iteration 25Q (68798.930000 sec): 3 clusters
  Score: Raw -962943.695415 + Penalty 2956.216648 = -959987.478766
  nChanged 3
		SP:Iteration 26Q (68799.080000 sec): 3 clusters
  Score: Raw -962946.403072 + Penalty 2956.216648 = -959990.186424
  nChanged 4
		SP:Iteration 27Q (68799.230000 sec): 3 clusters
  Score: Raw -962950.342367 + Penalty 2956.216648 = -959994.125718
  nChanged 4
		SP:Iteration 28Q (68799.370000 sec): 3 clusters
  Score: Raw -962952.891686 + Penalty 2956.216648 = -959996.675037
  nChanged 2
		SP:Iteration 29Q (68799.490000 sec): 3 clusters
  Score: Raw -962954.636752 + Penalty 2956.216648 = -959998.420103
  nChanged 3
		SP:Iteration 30Q (68799.620000 sec): 3 clusters
  Score: Raw -962957.334992 + Penalty 2956.216648 = -960001.118344
  nChanged 4
		SP:Iteration 31Q (68799.750000 sec): 3 clusters
  Score: Raw -962959.619689 + Penalty 2956.216648 = -960003.403041
  nChanged 0
		SP:Iteration 32F (68799.890000 sec): 3 clusters
  Score: Raw -962959.619689 + Penalty 2956.216648 = -960003.403041
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68799.960000 sec): 2 clusters
  Score: Raw -159635.143555 + Penalty 1219.374121 = -158415.769433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68800.000000 sec): 3 clusters
  Score: Raw -158892.362863 + Penalty 2438.748243 = -156453.614620
  nChanged 630
		SP:Iteration 1F (68800.040000 sec): 3 clusters
  Score: Raw -159445.539182 + Penalty 2438.748243 = -157006.790939
  nChanged 182
		SP:Iteration 2F (68800.080000 sec): 3 clusters
  Score: Raw -159677.930281 + Penalty 2438.748243 = -157239.182039
  nChanged 120
		SP:Iteration 3F (68800.120000 sec): 3 clusters
  Score: Raw -159847.441331 + Penalty 2438.748243 = -157408.693088
  nChanged 103
		SP:Iteration 4F (68800.150000 sec): 3 clusters
  Score: Raw -160021.512757 + Penalty 2438.748243 = -157582.764515
  nChanged 93
		SP:Iteration 5F (68800.190000 sec): 3 clusters
  Score: Raw -160146.679357 + Penalty 2438.748243 = -157707.931115
  nChanged 72
		SP:Iteration 6Q (68800.220000 sec): 3 clusters
  Score: Raw -160226.138435 + Penalty 2438.748243 = -157787.390192
  nChanged 53
		SP:Iteration 7Q (68800.250000 sec): 3 clusters
  Score: Raw -160287.106399 + Penalty 2438.748243 = -157848.358156
  nChanged 41
		SP:Iteration 8Q (68800.290000 sec): 3 clusters
  Score: Raw -160326.841863 + Penalty 2438.748243 = -157888.093620
  nChanged 32
		SP:Iteration 9Q (68800.320000 sec): 3 clusters
  Score: Raw -160354.339440 + Penalty 2438.748243 = -157915.591198
  nChanged 22
		SP:Iteration 10Q (68800.360000 sec): 3 clusters
  Score: Raw -160369.914576 + Penalty 2438.748243 = -157931.166333
  nChanged 11
		SP:Iteration 11Q (68800.390000 sec): 3 clusters
  Score: Raw -160378.963552 + Penalty 2438.748243 = -157940.215309
  nChanged 15
		SP:Iteration 12Q (68800.430000 sec): 3 clusters
  Score: Raw -160392.305353 + Penalty 2438.748243 = -157953.557111
  nChanged 15
		SP:Iteration 13Q (68800.460000 sec): 3 clusters
  Score: Raw -160406.200992 + Penalty 2438.748243 = -157967.452749
  nChanged 10
		SP:Iteration 14Q (68800.490000 sec): 3 clusters
  Score: Raw -160411.703222 + Penalty 2438.748243 = -157972.954979
  nChanged 3
		SP:Iteration 15Q (68800.530000 sec): 3 clusters
  Score: Raw -160414.486341 + Penalty 2438.748243 = -157975.738098
  nChanged 5
		SP:Iteration 16Q (68800.560000 sec): 3 clusters
  Score: Raw -160420.546418 + Penalty 2438.748243 = -157981.798175
  nChanged 4
		SP:Iteration 17Q (68800.590000 sec): 3 clusters
  Score: Raw -160422.424061 + Penalty 2438.748243 = -157983.675819
  nChanged 3
		SP:Iteration 18Q (68800.630000 sec): 3 clusters
  Score: Raw -160424.471560 + Penalty 2438.748243 = -157985.723317
  nChanged 2
		SP:Iteration 19Q (68800.660000 sec): 3 clusters
  Score: Raw -160425.167914 + Penalty 2438.748243 = -157986.419672
  nChanged 1
		SP:Iteration 20F (68800.700000 sec): 3 clusters
  Score: Raw -160425.304747 + Penalty 2438.748243 = -157986.556504
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68800.770000 sec): 2 clusters
  Score: Raw -369861.845965 + Penalty 1336.382999 = -368525.462966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68800.850000 sec): 3 clusters
  Score: Raw -368020.794878 + Penalty 2672.765999 = -365348.028880
  nChanged 1467
		SP:Iteration 1F (68800.930000 sec): 3 clusters
  Score: Raw -368890.616022 + Penalty 2672.765999 = -366217.850023
  nChanged 302
		SP:Iteration 2F (68801.000000 sec): 3 clusters
  Score: Raw -369085.224163 + Penalty 2672.765999 = -366412.458164
  nChanged 211
		SP:Iteration 3F (68801.070000 sec): 3 clusters
  Score: Raw -369231.823839 + Penalty 2672.765999 = -366559.057841
  nChanged 163
		SP:Iteration 4Q (68801.140000 sec): 3 clusters
  Score: Raw -369342.498981 + Penalty 2672.765999 = -366669.732983
  nChanged 144
		SP:Iteration 5Q (68801.210000 sec): 3 clusters
  Score: Raw -369432.526118 + Penalty 2672.765999 = -366759.760120
  nChanged 125
		SP:Iteration 6Q (68801.280000 sec): 3 clusters
  Score: Raw -369503.067844 + Penalty 2672.765999 = -366830.301845
  nChanged 94
		SP:Iteration 7Q (68801.350000 sec): 3 clusters
  Score: Raw -369553.692279 + Penalty 2672.765999 = -366880.926280
  nChanged 80
		SP:Iteration 8Q (68801.430000 sec): 3 clusters
  Score: Raw -369594.238638 + Penalty 2672.765999 = -366921.472639
  nChanged 74
		SP:Iteration 9Q (68801.500000 sec): 3 clusters
  Score: Raw -369630.162952 + Penalty 2672.765999 = -366957.396954
  nChanged 62
		SP:Iteration 10Q (68801.570000 sec): 3 clusters
  Score: Raw -369665.619325 + Penalty 2672.765999 = -366992.853327
  nChanged 64
		SP:Iteration 11Q (68801.640000 sec): 3 clusters
  Score: Raw -369704.822312 + Penalty 2672.765999 = -367032.056313
  nChanged 66
		SP:Iteration 12Q (68801.710000 sec): 3 clusters
  Score: Raw -369748.292241 + Penalty 2672.765999 = -367075.526242
  nChanged 64
		SP:Iteration 13Q (68801.780000 sec): 3 clusters
  Score: Raw -369789.798631 + Penalty 2672.765999 = -367117.032632
  nChanged 60
		SP:Iteration 14Q (68801.850000 sec): 3 clusters
  Score: Raw -369826.829982 + Penalty 2672.765999 = -367154.063984
  nChanged 68
		SP:Iteration 15Q (68801.930000 sec): 3 clusters
  Score: Raw -369878.082486 + Penalty 2672.765999 = -367205.316488
  nChanged 53
		SP:Iteration 16Q (68802.000000 sec): 3 clusters
  Score: Raw -369923.352929 + Penalty 2672.765999 = -367250.586930
  nChanged 42
		SP:Iteration 17Q (68802.070000 sec): 3 clusters
  Score: Raw -369953.892858 + Penalty 2672.765999 = -367281.126859
  nChanged 42
		SP:Iteration 18Q (68802.130000 sec): 3 clusters
  Score: Raw -369982.955729 + Penalty 2672.765999 = -367310.189730
  nChanged 26
		SP:Iteration 19Q (68802.210000 sec): 3 clusters
  Score: Raw -370000.661343 + Penalty 2672.765999 = -367327.895345
  nChanged 27
		SP:Iteration 20F (68802.270000 sec): 3 clusters
  Score: Raw -370019.349812 + Penalty 2672.765999 = -367346.583814
  nChanged 30
		SP:Iteration 21Q (68802.340000 sec): 3 clusters
  Score: Raw -370039.812737 + Penalty 2672.765999 = -367367.046739
  nChanged 31
		SP:Iteration 22Q (68802.410000 sec): 3 clusters
  Score: Raw -370069.150894 + Penalty 2672.765999 = -367396.384896
  nChanged 30
		SP:Iteration 23Q (68802.480000 sec): 3 clusters
  Score: Raw -370089.354448 + Penalty 2672.765999 = -367416.588449
  nChanged 21
		SP:Iteration 24Q (68802.550000 sec): 3 clusters
  Score: Raw -370104.503516 + Penalty 2672.765999 = -367431.737518
  nChanged 17
		SP:Iteration 25Q (68802.620000 sec): 3 clusters
  Score: Raw -370117.344960 + Penalty 2672.765999 = -367444.578962
  nChanged 11
		SP:Iteration 26Q (68802.690000 sec): 3 clusters
  Score: Raw -370123.436340 + Penalty 2672.765999 = -367450.670342
  nChanged 3
		SP:Iteration 27Q (68802.750000 sec): 3 clusters
  Score: Raw -370125.954076 + Penalty 2672.765999 = -367453.188077
  nChanged 3
		SP:Iteration 28Q (68802.820000 sec): 3 clusters
  Score: Raw -370126.918621 + Penalty 2672.765999 = -367454.152622
  nChanged 2
		SP:Iteration 29Q (68802.890000 sec): 3 clusters
  Score: Raw -370127.911174 + Penalty 2672.765999 = -367455.145176
  nChanged 3
		SP:Iteration 30Q (68802.960000 sec): 3 clusters
  Score: Raw -370130.883222 + Penalty 2672.765999 = -367458.117223
  nChanged 3
		SP:Iteration 31Q (68803.030000 sec): 3 clusters
  Score: Raw -370132.471808 + Penalty 2672.765999 = -367459.705810
  nChanged 1
		SP:Iteration 32Q (68803.090000 sec): 3 clusters
  Score: Raw -370133.062726 + Penalty 2672.765999 = -367460.296727
  nChanged 3
		SP:Iteration 33Q (68803.160000 sec): 3 clusters
  Score: Raw -370134.264177 + Penalty 2672.765999 = -367461.498178
  nChanged 1
		SP:Iteration 34Q (68803.230000 sec): 3 clusters
  Score: Raw -370134.957754 + Penalty 2672.765999 = -367462.191755
  nChanged 1
		SP:Iteration 35Q (68803.290000 sec): 3 clusters
  Score: Raw -370135.180581 + Penalty 2672.765999 = -367462.414582
  nChanged 0
		SP:Iteration 36F (68803.360000 sec): 3 clusters
  Score: Raw -370135.180581 + Penalty 2672.765999 = -367462.414582
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68803.560000 sec): 2 clusters
  Score: Raw -1757605.967831 + Penalty 1576.999075 = -1756028.968755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68803.800000 sec): 3 clusters
  Score: Raw -1747955.955451 + Penalty 3153.998150 = -1744801.957301
  nChanged 7381
		SP:Iteration 1F (68804.010000 sec): 3 clusters
  Score: Raw -1751902.128650 + Penalty 3153.998150 = -1748748.130499
  nChanged 876
		SP:Iteration 2F (68804.280000 sec): 3 clusters
  Score: Raw -1752254.635724 + Penalty 3153.998150 = -1749100.637573
  nChanged 834
		SP:Iteration 3F (68804.490000 sec): 3 clusters
  Score: Raw -1752609.018067 + Penalty 3153.998150 = -1749455.019917
  nChanged 863
		SP:Iteration 4F (68804.690000 sec): 3 clusters
  Score: Raw -1753054.392007 + Penalty 3153.998150 = -1749900.393856
  nChanged 1026
		SP:Iteration 5F (68804.900000 sec): 3 clusters
  Score: Raw -1753717.437382 + Penalty 3153.998150 = -1750563.439232
  nChanged 1099
		SP:Iteration 6F (68805.180000 sec): 3 clusters
  Score: Raw -1754530.037735 + Penalty 3153.998150 = -1751376.039585
  nChanged 1102
		SP:Iteration 7F (68805.380000 sec): 3 clusters
  Score: Raw -1755422.003438 + Penalty 3153.998150 = -1752268.005287
  nChanged 949
		SP:Iteration 8F (68805.580000 sec): 3 clusters
  Score: Raw -1756236.890366 + Penalty 3153.998150 = -1753082.892215
  nChanged 716
		SP:Iteration 9Q (68805.810000 sec): 3 clusters
  Score: Raw -1756835.303337 + Penalty 3153.998150 = -1753681.305186
  nChanged 440
		SP:Iteration 10Q (68806.050000 sec): 3 clusters
  Score: Raw -1757188.364687 + Penalty 3153.998150 = -1754034.366537
  nChanged 261
		SP:Iteration 11Q (68806.260000 sec): 3 clusters
  Score: Raw -1757382.829282 + Penalty 3153.998150 = -1754228.831132
  nChanged 173
		SP:Iteration 12Q (68806.460000 sec): 3 clusters
  Score: Raw -1757529.682834 + Penalty 3153.998150 = -1754375.684684
  nChanged 112
		SP:Iteration 13Q (68806.660000 sec): 3 clusters
  Score: Raw -1757625.663157 + Penalty 3153.998150 = -1754471.665007
  nChanged 62
		SP:Iteration 14Q (68806.930000 sec): 3 clusters
  Score: Raw -1757677.579430 + Penalty 3153.998150 = -1754523.581280
  nChanged 44
		SP:Iteration 15Q (68807.120000 sec): 3 clusters
  Score: Raw -1757711.940079 + Penalty 3153.998150 = -1754557.941928
  nChanged 23
		SP:Iteration 16Q (68807.300000 sec): 3 clusters
  Score: Raw -1757730.346134 + Penalty 3153.998150 = -1754576.347984
  nChanged 16
		SP:Iteration 17Q (68807.500000 sec): 3 clusters
  Score: Raw -1757741.608552 + Penalty 3153.998150 = -1754587.610402
  nChanged 13
		SP:Iteration 18Q (68807.680000 sec): 3 clusters
  Score: Raw -1757752.821334 + Penalty 3153.998150 = -1754598.823184
  nChanged 11
		SP:Iteration 19Q (68807.870000 sec): 3 clusters
  Score: Raw -1757761.554829 + Penalty 3153.998150 = -1754607.556678
  nChanged 6
		SP:Iteration 20F (68808.070000 sec): 3 clusters
  Score: Raw -1757766.458558 + Penalty 3153.998150 = -1754612.460408
  nChanged 7
		SP:Iteration 21Q (68808.270000 sec): 3 clusters
  Score: Raw -1757771.642841 + Penalty 3153.998150 = -1754617.644691
  nChanged 8
		SP:Iteration 22Q (68808.540000 sec): 3 clusters
  Score: Raw -1757779.096994 + Penalty 3153.998150 = -1754625.098844
  nChanged 9
		SP:Iteration 23Q (68808.720000 sec): 3 clusters
  Score: Raw -1757788.179315 + Penalty 3153.998150 = -1754634.181164
  nChanged 7
		SP:Iteration 24Q (68808.910000 sec): 3 clusters
  Score: Raw -1757793.346927 + Penalty 3153.998150 = -1754639.348777
  nChanged 2
		SP:Iteration 25Q (68809.100000 sec): 3 clusters
  Score: Raw -1757795.027566 + Penalty 3153.998150 = -1754641.029415
  nChanged 1
		SP:Iteration 26Q (68809.290000 sec): 3 clusters
  Score: Raw -1757795.354950 + Penalty 3153.998150 = -1754641.356800
  nChanged 0
		SP:Iteration 27F (68809.490000 sec): 3 clusters
  Score: Raw -1757795.354950 + Penalty 3153.998150 = -1754641.356800
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68809.830000 sec): 2 clusters
  Score: Raw -4383166.965173 + Penalty 1725.989472 = -4381440.975700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68810.260000 sec): 3 clusters
  Score: Raw -4357249.663143 + Penalty 3451.978945 = -4353797.684199
  nChanged 19144
		SP:Iteration 1F (68810.730000 sec): 3 clusters
  Score: Raw -4368136.240377 + Penalty 3451.978945 = -4364684.261432
  nChanged 1857
		SP:Iteration 2Q (68811.190000 sec): 3 clusters
  Score: Raw -4368833.628621 + Penalty 3451.978945 = -4365381.649676
  nChanged 2068
		SP:Iteration 3F (68811.650000 sec): 3 clusters
  Score: Raw -4369842.217738 + Penalty 3451.978945 = -4366390.238793
  nChanged 2507
		SP:Iteration 4F (68812.090000 sec): 3 clusters
  Score: Raw -4371322.444885 + Penalty 3451.978945 = -4367870.465940
  nChanged 2868
		SP:Iteration 5F (68812.510000 sec): 3 clusters
  Score: Raw -4373238.336691 + Penalty 3451.978945 = -4369786.357746
  nChanged 2885
		SP:Iteration 6F (68812.970000 sec): 3 clusters
  Score: Raw -4375342.971146 + Penalty 3451.978945 = -4371890.992201
  nChanged 2731
		SP:Iteration 7F (68813.400000 sec): 3 clusters
  Score: Raw -4377585.184886 + Penalty 3451.978945 = -4374133.205941
  nChanged 2195
		SP:Iteration 8F (68813.810000 sec): 3 clusters
  Score: Raw -4379728.591044 + Penalty 3451.978945 = -4376276.612100
  nChanged 1744
		SP:Iteration 9Q (68814.290000 sec): 3 clusters
  Score: Raw -4381587.314460 + Penalty 3451.978945 = -4378135.335515
  nChanged 1220
		SP:Iteration 10Q (68814.730000 sec): 3 clusters
  Score: Raw -4382797.300536 + Penalty 3451.978945 = -4379345.321591
  nChanged 850
		SP:Iteration 11Q (68815.130000 sec): 3 clusters
  Score: Raw -4383492.102902 + Penalty 3451.978945 = -4380040.123957
  nChanged 590
		SP:Iteration 12Q (68815.520000 sec): 3 clusters
  Score: Raw -4383938.384372 + Penalty 3451.978945 = -4380486.405427
  nChanged 425
		SP:Iteration 13Q (68815.910000 sec): 3 clusters
  Score: Raw -4384207.284352 + Penalty 3451.978945 = -4380755.305407
  nChanged 310
		SP:Iteration 14Q (68816.300000 sec): 3 clusters
  Score: Raw -4384330.877604 + Penalty 3451.978945 = -4380878.898659
  nChanged 229
		SP:Iteration 15Q (68816.690000 sec): 3 clusters
  Score: Raw -4384385.363482 + Penalty 3451.978945 = -4380933.384537
  nChanged 138
		SP:Iteration 16Q (68817.070000 sec): 3 clusters
  Score: Raw -4384413.255120 + Penalty 3451.978945 = -4380961.276175
  nChanged 99
		SP:Iteration 17Q (68817.460000 sec): 3 clusters
  Score: Raw -4384428.943332 + Penalty 3451.978945 = -4380976.964387
  nChanged 80
		SP:Iteration 18Q (68817.850000 sec): 3 clusters
  Score: Raw -4384440.114354 + Penalty 3451.978945 = -4380988.135409
  nChanged 65
		SP:Iteration 19Q (68818.230000 sec): 3 clusters
  Score: Raw -4384447.748815 + Penalty 3451.978945 = -4380995.769870
  nChanged 46
		SP:Iteration 20F (68818.670000 sec): 3 clusters
  Score: Raw -4384452.208307 + Penalty 3451.978945 = -4381000.229362
  nChanged 33
		SP:Iteration 21Q (68819.050000 sec): 3 clusters
  Score: Raw -4384455.079873 + Penalty 3451.978945 = -4381003.100928
  nChanged 27
		SP:Iteration 22Q (68819.440000 sec): 3 clusters
  Score: Raw -4384457.569176 + Penalty 3451.978945 = -4381005.590231
  nChanged 31
		SP:Iteration 23Q (68819.830000 sec): 3 clusters
  Score: Raw -4384460.260172 + Penalty 3451.978945 = -4381008.281227
  nChanged 22
		SP:Iteration 24Q (68820.220000 sec): 3 clusters
  Score: Raw -4384462.006353 + Penalty 3451.978945 = -4381010.027408
  nChanged 20
		SP:Iteration 25Q (68820.600000 sec): 3 clusters
  Score: Raw -4384463.458758 + Penalty 3451.978945 = -4381011.479813
  nChanged 14
		SP:Iteration 26Q (68820.990000 sec): 3 clusters
  Score: Raw -4384464.214412 + Penalty 3451.978945 = -4381012.235467
  nChanged 14
		SP:Iteration 27Q (68821.370000 sec): 3 clusters
  Score: Raw -4384465.312646 + Penalty 3451.978945 = -4381013.333701
  nChanged 11
		SP:Iteration 28Q (68821.790000 sec): 3 clusters
  Score: Raw -4384466.037054 + Penalty 3451.978945 = -4381014.058109
  nChanged 13
		SP:Iteration 29Q (68822.170000 sec): 3 clusters
  Score: Raw -4384467.002288 + Penalty 3451.978945 = -4381015.023343
  nChanged 16
		SP:Iteration 30Q (68822.560000 sec): 3 clusters
  Score: Raw -4384468.103413 + Penalty 3451.978945 = -4381016.124468
  nChanged 11
		SP:Iteration 31Q (68822.940000 sec): 3 clusters
  Score: Raw -4384468.756146 + Penalty 3451.978945 = -4381016.777201
  nChanged 10
		SP:Iteration 32Q (68823.350000 sec): 3 clusters
  Score: Raw -4384469.280298 + Penalty 3451.978945 = -4381017.301353
  nChanged 8
		SP:Iteration 33Q (68823.740000 sec): 3 clusters
  Score: Raw -4384469.780827 + Penalty 3451.978945 = -4381017.801882
  nChanged 6
		SP:Iteration 34Q (68824.130000 sec): 3 clusters
  Score: Raw -4384470.176024 + Penalty 3451.978945 = -4381018.197079
  nChanged 9
		SP:Iteration 35Q (68824.540000 sec): 3 clusters
  Score: Raw -4384470.777076 + Penalty 3451.978945 = -4381018.798131
  nChanged 7
		SP:Iteration 36Q (68824.930000 sec): 3 clusters
  Score: Raw -4384471.401934 + Penalty 3451.978945 = -4381019.422989
  nChanged 8
		SP:Iteration 37Q (68825.310000 sec): 3 clusters
  Score: Raw -4384471.764918 + Penalty 3451.978945 = -4381019.785973
  nChanged 4
		SP:Iteration 38Q (68825.700000 sec): 3 clusters
  Score: Raw -4384472.081148 + Penalty 3451.978945 = -4381020.102203
  nChanged 7
		SP:Iteration 39Q (68826.110000 sec): 3 clusters
  Score: Raw -4384472.379177 + Penalty 3451.978945 = -4381020.400232
  nChanged 5
		SP:Iteration 40F (68826.520000 sec): 3 clusters
  Score: Raw -4384472.680861 + Penalty 3451.978945 = -4381020.701916
  nChanged 4
		SP:Iteration 41Q (68826.910000 sec): 3 clusters
  Score: Raw -4384472.910252 + Penalty 3451.978945 = -4381020.931307
  nChanged 4
		SP:Iteration 42Q (68827.300000 sec): 3 clusters
  Score: Raw -4384473.154301 + Penalty 3451.978945 = -4381021.175356
  nChanged 3
		SP:Iteration 43Q (68827.680000 sec): 3 clusters
  Score: Raw -4384473.316422 + Penalty 3451.978945 = -4381021.337477
  nChanged 0
		SP:Iteration 44F (68828.100000 sec): 3 clusters
  Score: Raw -4384473.316422 + Penalty 3451.978945 = -4381021.337477
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68828.140000 sec): 2 clusters
  Score: Raw -87418.511960 + Penalty 1128.727274 = -86289.784686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68828.170000 sec): 3 clusters
  Score: Raw -87076.778341 + Penalty 2257.454547 = -84819.323793
  nChanged 329
		SP:Iteration 1F (68828.200000 sec): 3 clusters
  Score: Raw -87406.455224 + Penalty 2257.454547 = -85149.000677
  nChanged 88
		SP:Iteration 2F (68828.220000 sec): 3 clusters
  Score: Raw -87534.238125 + Penalty 2257.454547 = -85276.783578
  nChanged 72
		SP:Iteration 3F (68828.240000 sec): 3 clusters
  Score: Raw -87643.964815 + Penalty 2257.454547 = -85386.510268
  nChanged 48
		SP:Iteration 4Q (68828.260000 sec): 3 clusters
  Score: Raw -87744.874269 + Penalty 2257.454547 = -85487.419722
  nChanged 39
		SP:Iteration 5Q (68828.280000 sec): 3 clusters
  Score: Raw -87791.055960 + Penalty 2257.454547 = -85533.601413
  nChanged 30
		SP:Iteration 6Q (68828.300000 sec): 3 clusters
  Score: Raw -87831.352172 + Penalty 2257.454547 = -85573.897625
  nChanged 17
		SP:Iteration 7Q (68828.320000 sec): 3 clusters
  Score: Raw -87852.825093 + Penalty 2257.454547 = -85595.370546
  nChanged 16
		SP:Iteration 8Q (68828.340000 sec): 3 clusters
  Score: Raw -87869.677717 + Penalty 2257.454547 = -85612.223170
  nChanged 9
		SP:Iteration 9Q (68828.360000 sec): 3 clusters
  Score: Raw -87874.604200 + Penalty 2257.454547 = -85617.149652
  nChanged 7
		SP:Iteration 10Q (68828.380000 sec): 3 clusters
  Score: Raw -87881.125886 + Penalty 2257.454547 = -85623.671339
  nChanged 3
		SP:Iteration 11Q (68828.400000 sec): 3 clusters
  Score: Raw -87882.350030 + Penalty 2257.454547 = -85624.895483
  nChanged 2
		SP:Iteration 12Q (68828.430000 sec): 3 clusters
  Score: Raw -87883.964013 + Penalty 2257.454547 = -85626.509466
  nChanged 5
		SP:Iteration 13Q (68828.450000 sec): 3 clusters
  Score: Raw -87890.848442 + Penalty 2257.454547 = -85633.393895
  nChanged 7
		SP:Iteration 14Q (68828.470000 sec): 3 clusters
  Score: Raw -87897.159104 + Penalty 2257.454547 = -85639.704557
  nChanged 10
		SP:Iteration 15Q (68828.490000 sec): 3 clusters
  Score: Raw -87907.158350 + Penalty 2257.454547 = -85649.703803
  nChanged 8
		SP:Iteration 16Q (68828.510000 sec): 3 clusters
  Score: Raw -87914.611257 + Penalty 2257.454547 = -85657.156710
  nChanged 5
		SP:Iteration 17Q (68828.530000 sec): 3 clusters
  Score: Raw -87918.207768 + Penalty 2257.454547 = -85660.753220
  nChanged 3
		SP:Iteration 18Q (68828.550000 sec): 3 clusters
  Score: Raw -87920.118219 + Penalty 2257.454547 = -85662.663671
  nChanged 2
		SP:Iteration 19Q (68828.570000 sec): 3 clusters
  Score: Raw -87920.451026 + Penalty 2257.454547 = -85662.996479
  nChanged 0
		SP:Iteration 20F (68828.590000 sec): 3 clusters
  Score: Raw -87920.451026 + Penalty 2257.454547 = -85662.996479
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68828.640000 sec): 2 clusters
  Score: Raw -55079.498069 + Penalty 1027.999289 = -54051.498780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68828.660000 sec): 3 clusters
  Score: Raw -54988.991157 + Penalty 2055.998579 = -52932.992579
  nChanged 134
		SP:Iteration 1F (68828.670000 sec): 3 clusters
  Score: Raw -55146.159345 + Penalty 2055.998579 = -53090.160766
  nChanged 32
		SP:Iteration 2F (68828.680000 sec): 3 clusters
  Score: Raw -55202.363156 + Penalty 2055.998579 = -53146.364577
  nChanged 17
		SP:Iteration 3Q (68828.690000 sec): 3 clusters
  Score: Raw -55220.328125 + Penalty 2055.998579 = -53164.329546
  nChanged 11
		SP:Iteration 4Q (68828.700000 sec): 3 clusters
  Score: Raw -55231.511019 + Penalty 2055.998579 = -53175.512440
  nChanged 8
		SP:Iteration 5Q (68828.720000 sec): 3 clusters
  Score: Raw -55241.343869 + Penalty 2055.998579 = -53185.345291
  nChanged 8
		SP:Iteration 6Q (68828.730000 sec): 3 clusters
  Score: Raw -55252.335779 + Penalty 2055.998579 = -53196.337200
  nChanged 8
		SP:Iteration 7Q (68828.740000 sec): 3 clusters
  Score: Raw -55262.011969 + Penalty 2055.998579 = -53206.013390
  nChanged 9
		SP:Iteration 8Q (68828.750000 sec): 3 clusters
  Score: Raw -55273.261927 + Penalty 2055.998579 = -53217.263348
  nChanged 8
		SP:Iteration 9Q (68828.760000 sec): 3 clusters
  Score: Raw -55284.998681 + Penalty 2055.998579 = -53229.000102
  nChanged 4
		SP:Iteration 10Q (68828.770000 sec): 3 clusters
  Score: Raw -55288.367067 + Penalty 2055.998579 = -53232.368489
  nChanged 4
		SP:Iteration 11Q (68828.780000 sec): 3 clusters
  Score: Raw -55290.882448 + Penalty 2055.998579 = -53234.883870
  nChanged 3
		SP:Iteration 12Q (68828.800000 sec): 3 clusters
  Score: Raw -55296.256868 + Penalty 2055.998579 = -53240.258289
  nChanged 3
		SP:Iteration 13Q (68828.810000 sec): 3 clusters
  Score: Raw -55299.435871 + Penalty 2055.998579 = -53243.437292
  nChanged 1
		SP:Iteration 14Q (68828.820000 sec): 3 clusters
  Score: Raw -55300.260471 + Penalty 2055.998579 = -53244.261892
  nChanged 3
		SP:Iteration 15Q (68828.830000 sec): 3 clusters
  Score: Raw -55306.232512 + Penalty 2055.998579 = -53250.233933
  nChanged 5
		SP:Iteration 16Q (68828.840000 sec): 3 clusters
  Score: Raw -55313.268854 + Penalty 2055.998579 = -53257.270276
  nChanged 3
		SP:Iteration 17Q (68828.860000 sec): 3 clusters
  Score: Raw -55319.042931 + Penalty 2055.998579 = -53263.044352
  nChanged 7
		SP:Iteration 18Q (68828.860000 sec): 3 clusters
  Score: Raw -55342.761827 + Penalty 2055.998579 = -53286.763249
  nChanged 7
		SP:Iteration 19Q (68828.880000 sec): 3 clusters
  Score: Raw -55359.842811 + Penalty 2055.998579 = -53303.844232
  nChanged 5
		SP:Iteration 20F (68828.890000 sec): 3 clusters
  Score: Raw -55370.378450 + Penalty 2055.998579 = -53314.379871
  nChanged 6
		SP:Iteration 21Q (68828.900000 sec): 3 clusters
  Score: Raw -55379.619148 + Penalty 2055.998579 = -53323.620569
  nChanged 3
		SP:Iteration 22Q (68828.910000 sec): 3 clusters
  Score: Raw -55386.586747 + Penalty 2055.998579 = -53330.588169
  nChanged 3
		SP:Iteration 23Q (68828.920000 sec): 3 clusters
  Score: Raw -55396.318969 + Penalty 2055.998579 = -53340.320390
  nChanged 7
		SP:Iteration 24Q (68828.940000 sec): 3 clusters
  Score: Raw -55424.380085 + Penalty 2055.998579 = -53368.381506
  nChanged 6
		SP:Iteration 25Q (68828.950000 sec): 3 clusters
  Score: Raw -55439.366475 + Penalty 2055.998579 = -53383.367896
  nChanged 6
		SP:Iteration 26Q (68828.960000 sec): 3 clusters
  Score: Raw -55448.090178 + Penalty 2055.998579 = -53392.091599
  nChanged 4
		SP:Iteration 27Q (68828.970000 sec): 3 clusters
  Score: Raw -55453.461937 + Penalty 2055.998579 = -53397.463358
  nChanged 3
		SP:Iteration 28Q (68828.980000 sec): 3 clusters
  Score: Raw -55459.142692 + Penalty 2055.998579 = -53403.144114
  nChanged 4
		SP:Iteration 29Q (68828.990000 sec): 3 clusters
  Score: Raw -55467.006725 + Penalty 2055.998579 = -53411.008146
  nChanged 5
		SP:Iteration 30Q (68829.000000 sec): 3 clusters
  Score: Raw -55476.061645 + Penalty 2055.998579 = -53420.063067
  nChanged 3
		SP:Iteration 31Q (68829.020000 sec): 3 clusters
  Score: Raw -55480.669123 + Penalty 2055.998579 = -53424.670544
  nChanged 3
		SP:Iteration 32Q (68829.030000 sec): 3 clusters
  Score: Raw -55485.107894 + Penalty 2055.998579 = -53429.109315
  nChanged 2
		SP:Iteration 33Q (68829.040000 sec): 3 clusters
  Score: Raw -55487.175134 + Penalty 2055.998579 = -53431.176555
  nChanged 2
		SP:Iteration 34Q (68829.050000 sec): 3 clusters
  Score: Raw -55490.256691 + Penalty 2055.998579 = -53434.258112
  nChanged 2
		SP:Iteration 35Q (68829.060000 sec): 3 clusters
  Score: Raw -55493.239893 + Penalty 2055.998579 = -53437.241315
  nChanged 1
		SP:Iteration 36Q (68829.070000 sec): 3 clusters
  Score: Raw -55494.324575 + Penalty 2055.998579 = -53438.325996
  nChanged 0
		SP:Iteration 37F (68829.080000 sec): 3 clusters
  Score: Raw -55494.324575 + Penalty 2055.998579 = -53438.325996
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68829.160000 sec): 2 clusters
  Score: Raw -315635.208485 + Penalty 1313.941639 = -314321.266846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68829.220000 sec): 3 clusters
  Score: Raw -314034.984525 + Penalty 2627.883278 = -311407.101247
  nChanged 1276
		SP:Iteration 1F (68829.290000 sec): 3 clusters
  Score: Raw -314749.940109 + Penalty 2627.883278 = -312122.056831
  nChanged 252
		SP:Iteration 2F (68829.350000 sec): 3 clusters
  Score: Raw -314916.327200 + Penalty 2627.883278 = -312288.443922
  nChanged 179
		SP:Iteration 3F (68829.410000 sec): 3 clusters
  Score: Raw -315028.276989 + Penalty 2627.883278 = -312400.393711
  nChanged 146
		SP:Iteration 4Q (68829.470000 sec): 3 clusters
  Score: Raw -315116.806466 + Penalty 2627.883278 = -312488.923188
  nChanged 123
		SP:Iteration 5Q (68829.540000 sec): 3 clusters
  Score: Raw -315192.174753 + Penalty 2627.883278 = -312564.291475
  nChanged 104
		SP:Iteration 6Q (68829.600000 sec): 3 clusters
  Score: Raw -315262.747466 + Penalty 2627.883278 = -312634.864188
  nChanged 106
		SP:Iteration 7Q (68829.660000 sec): 3 clusters
  Score: Raw -315333.220185 + Penalty 2627.883278 = -312705.336908
  nChanged 103
		SP:Iteration 8Q (68829.720000 sec): 3 clusters
  Score: Raw -315409.478049 + Penalty 2627.883278 = -312781.594771
  nChanged 79
		SP:Iteration 9Q (68829.780000 sec): 3 clusters
  Score: Raw -315477.005196 + Penalty 2627.883278 = -312849.121918
  nChanged 95
		SP:Iteration 10Q (68829.850000 sec): 3 clusters
  Score: Raw -315545.982993 + Penalty 2627.883278 = -312918.099715
  nChanged 81
		SP:Iteration 11Q (68829.910000 sec): 3 clusters
  Score: Raw -315600.388935 + Penalty 2627.883278 = -312972.505657
  nChanged 67
		SP:Iteration 12Q (68829.970000 sec): 3 clusters
  Score: Raw -315629.529837 + Penalty 2627.883278 = -313001.646559
  nChanged 53
		SP:Iteration 13Q (68830.030000 sec): 3 clusters
  Score: Raw -315655.395599 + Penalty 2627.883278 = -313027.512321
  nChanged 43
		SP:Iteration 14Q (68830.100000 sec): 3 clusters
  Score: Raw -315681.532326 + Penalty 2627.883278 = -313053.649048
  nChanged 44
		SP:Iteration 15Q (68830.160000 sec): 3 clusters
  Score: Raw -315706.561766 + Penalty 2627.883278 = -313078.678488
  nChanged 41
		SP:Iteration 16Q (68830.220000 sec): 3 clusters
  Score: Raw -315726.382705 + Penalty 2627.883278 = -313098.499427
  nChanged 32
		SP:Iteration 17Q (68830.280000 sec): 3 clusters
  Score: Raw -315741.466987 + Penalty 2627.883278 = -313113.583709
  nChanged 36
		SP:Iteration 18Q (68830.340000 sec): 3 clusters
  Score: Raw -315760.171540 + Penalty 2627.883278 = -313132.288262
  nChanged 28
		SP:Iteration 19Q (68830.400000 sec): 3 clusters
  Score: Raw -315771.622426 + Penalty 2627.883278 = -313143.739148
  nChanged 20
		SP:Iteration 20F (68830.460000 sec): 3 clusters
  Score: Raw -315777.447216 + Penalty 2627.883278 = -313149.563938
  nChanged 8
		SP:Iteration 21Q (68830.520000 sec): 3 clusters
  Score: Raw -315779.952990 + Penalty 2627.883278 = -313152.069712
  nChanged 8
		SP:Iteration 22Q (68830.590000 sec): 3 clusters
  Score: Raw -315782.691258 + Penalty 2627.883278 = -313154.807981
  nChanged 4
		SP:Iteration 23Q (68830.650000 sec): 3 clusters
  Score: Raw -315783.711996 + Penalty 2627.883278 = -313155.828718
  nChanged 5
		SP:Iteration 24Q (68830.710000 sec): 3 clusters
  Score: Raw -315785.301688 + Penalty 2627.883278 = -313157.418410
  nChanged 2
		SP:Iteration 25Q (68830.770000 sec): 3 clusters
  Score: Raw -315786.059106 + Penalty 2627.883278 = -313158.175828
  nChanged 6
		SP:Iteration 26Q (68830.830000 sec): 3 clusters
  Score: Raw -315788.011030 + Penalty 2627.883278 = -313160.127753
  nChanged 6
		SP:Iteration 27Q (68830.890000 sec): 3 clusters
  Score: Raw -315790.819280 + Penalty 2627.883278 = -313162.936002
  nChanged 9
		SP:Iteration 28Q (68830.950000 sec): 3 clusters
  Score: Raw -315795.156925 + Penalty 2627.883278 = -313167.273647
  nChanged 11
		SP:Iteration 29Q (68831.010000 sec): 3 clusters
  Score: Raw -315800.098167 + Penalty 2627.883278 = -313172.214889
  nChanged 10
		SP:Iteration 30Q (68831.070000 sec): 3 clusters
  Score: Raw -315805.689118 + Penalty 2627.883278 = -313177.805840
  nChanged 14
		SP:Iteration 31Q (68831.130000 sec): 3 clusters
  Score: Raw -315811.030735 + Penalty 2627.883278 = -313183.147457
  nChanged 11
		SP:Iteration 32Q (68831.190000 sec): 3 clusters
  Score: Raw -315816.840036 + Penalty 2627.883278 = -313188.956758
  nChanged 10
		SP:Iteration 33Q (68831.260000 sec): 3 clusters
  Score: Raw -315820.481956 + Penalty 2627.883278 = -313192.598678
  nChanged 6
		SP:Iteration 34Q (68831.320000 sec): 3 clusters
  Score: Raw -315824.629153 + Penalty 2627.883278 = -313196.745875
  nChanged 10
		SP:Iteration 35Q (68831.380000 sec): 3 clusters
  Score: Raw -315829.137659 + Penalty 2627.883278 = -313201.254381
  nChanged 7
		SP:Iteration 36Q (68831.440000 sec): 3 clusters
  Score: Raw -315831.767924 + Penalty 2627.883278 = -313203.884646
  nChanged 6
		SP:Iteration 37Q (68831.500000 sec): 3 clusters
  Score: Raw -315834.739774 + Penalty 2627.883278 = -313206.856496
  nChanged 6
		SP:Iteration 38Q (68831.560000 sec): 3 clusters
  Score: Raw -315836.604587 + Penalty 2627.883278 = -313208.721309
  nChanged 2
		SP:Iteration 39Q (68831.620000 sec): 3 clusters
  Score: Raw -315837.097372 + Penalty 2627.883278 = -313209.214094
  nChanged 1
		SP:Iteration 40F (68831.680000 sec): 3 clusters
  Score: Raw -315837.782843 + Penalty 2627.883278 = -313209.899565
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68831.740000 sec): 2 clusters
  Score: Raw -150066.905782 + Penalty 1212.609928 = -148854.295854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68831.770000 sec): 3 clusters
  Score: Raw -149469.129756 + Penalty 2425.219855 = -147043.909900
  nChanged 606
		SP:Iteration 1F (68831.810000 sec): 3 clusters
  Score: Raw -150066.792083 + Penalty 2425.219855 = -147641.572227
  nChanged 161
		SP:Iteration 2F (68831.840000 sec): 3 clusters
  Score: Raw -150233.811850 + Penalty 2425.219855 = -147808.591994
  nChanged 112
		SP:Iteration 3F (68831.880000 sec): 3 clusters
  Score: Raw -150380.234433 + Penalty 2425.219855 = -147955.014578
  nChanged 88
		SP:Iteration 4F (68831.910000 sec): 3 clusters
  Score: Raw -150509.179665 + Penalty 2425.219855 = -148083.959810
  nChanged 82
		SP:Iteration 5Q (68831.940000 sec): 3 clusters
  Score: Raw -150657.299758 + Penalty 2425.219855 = -148232.079903
  nChanged 77
		SP:Iteration 6Q (68831.980000 sec): 3 clusters
  Score: Raw -150790.739571 + Penalty 2425.219855 = -148365.519716
  nChanged 65
		SP:Iteration 7Q (68832.010000 sec): 3 clusters
  Score: Raw -150866.301869 + Penalty 2425.219855 = -148441.082014
  nChanged 36
		SP:Iteration 8Q (68832.040000 sec): 3 clusters
  Score: Raw -150904.798466 + Penalty 2425.219855 = -148479.578610
  nChanged 31
		SP:Iteration 9Q (68832.080000 sec): 3 clusters
  Score: Raw -150929.328333 + Penalty 2425.219855 = -148504.108478
  nChanged 22
		SP:Iteration 10Q (68832.110000 sec): 3 clusters
  Score: Raw -150946.622079 + Penalty 2425.219855 = -148521.402223
  nChanged 12
		SP:Iteration 11Q (68832.140000 sec): 3 clusters
  Score: Raw -150960.225760 + Penalty 2425.219855 = -148535.005904
  nChanged 13
		SP:Iteration 12Q (68832.180000 sec): 3 clusters
  Score: Raw -150970.946743 + Penalty 2425.219855 = -148545.726887
  nChanged 8
		SP:Iteration 13Q (68832.210000 sec): 3 clusters
  Score: Raw -150974.693339 + Penalty 2425.219855 = -148549.473484
  nChanged 6
		SP:Iteration 14Q (68832.240000 sec): 3 clusters
  Score: Raw -150978.054730 + Penalty 2425.219855 = -148552.834875
  nChanged 4
		SP:Iteration 15Q (68832.280000 sec): 3 clusters
  Score: Raw -150980.313712 + Penalty 2425.219855 = -148555.093857
  nChanged 5
		SP:Iteration 16Q (68832.310000 sec): 3 clusters
  Score: Raw -150982.469089 + Penalty 2425.219855 = -148557.249234
  nChanged 7
		SP:Iteration 17Q (68832.340000 sec): 3 clusters
  Score: Raw -150988.148306 + Penalty 2425.219855 = -148562.928451
  nChanged 5
		SP:Iteration 18Q (68832.380000 sec): 3 clusters
  Score: Raw -150991.499868 + Penalty 2425.219855 = -148566.280013
  nChanged 5
		SP:Iteration 19Q (68832.410000 sec): 3 clusters
  Score: Raw -150994.212084 + Penalty 2425.219855 = -148568.992229
  nChanged 3
		SP:Iteration 20F (68832.440000 sec): 3 clusters
  Score: Raw -150997.548080 + Penalty 2425.219855 = -148572.328225
  nChanged 4
		SP:Iteration 21Q (68832.480000 sec): 3 clusters
  Score: Raw -151001.101498 + Penalty 2425.219855 = -148575.881643
  nChanged 5
		SP:Iteration 22Q (68832.510000 sec): 3 clusters
  Score: Raw -151005.615372 + Penalty 2425.219855 = -148580.395516
  nChanged 4
		SP:Iteration 23Q (68832.540000 sec): 3 clusters
  Score: Raw -151008.940357 + Penalty 2425.219855 = -148583.720501
  nChanged 2
		SP:Iteration 24Q (68832.580000 sec): 3 clusters
  Score: Raw -151010.251167 + Penalty 2425.219855 = -148585.031311
  nChanged 4
		SP:Iteration 25Q (68832.610000 sec): 3 clusters
  Score: Raw -151012.465338 + Penalty 2425.219855 = -148587.245483
  nChanged 3
		SP:Iteration 26Q (68832.640000 sec): 3 clusters
  Score: Raw -151014.765732 + Penalty 2425.219855 = -148589.545877
  nChanged 2
		SP:Iteration 27Q (68832.680000 sec): 3 clusters
  Score: Raw -151015.724964 + Penalty 2425.219855 = -148590.505109
  nChanged 4
		SP:Iteration 28Q (68832.710000 sec): 3 clusters
  Score: Raw -151017.167317 + Penalty 2425.219855 = -148591.947462
  nChanged 2
		SP:Iteration 29Q (68832.740000 sec): 3 clusters
  Score: Raw -151018.331656 + Penalty 2425.219855 = -148593.111801
  nChanged 1
		SP:Iteration 30Q (68832.780000 sec): 3 clusters
  Score: Raw -151018.703648 + Penalty 2425.219855 = -148593.483792
  nChanged 2
		SP:Iteration 31Q (68832.810000 sec): 3 clusters
  Score: Raw -151019.056385 + Penalty 2425.219855 = -148593.836530
  nChanged 1
		SP:Iteration 32Q (68832.840000 sec): 3 clusters
  Score: Raw -151021.160259 + Penalty 2425.219855 = -148595.940404
  nChanged 3
		SP:Iteration 33Q (68832.880000 sec): 3 clusters
  Score: Raw -151025.009681 + Penalty 2425.219855 = -148599.789825
  nChanged 1
		SP:Iteration 34Q (68832.910000 sec): 3 clusters
  Score: Raw -151025.552990 + Penalty 2425.219855 = -148600.333135
  nChanged 2
		SP:Iteration 35Q (68832.940000 sec): 3 clusters
  Score: Raw -151027.004157 + Penalty 2425.219855 = -148601.784301
  nChanged 1
		SP:Iteration 36Q (68832.980000 sec): 3 clusters
  Score: Raw -151027.662010 + Penalty 2425.219855 = -148602.442155
  nChanged 0
		SP:Iteration 37F (68833.010000 sec): 3 clusters
  Score: Raw -151027.662010 + Penalty 2425.219855 = -148602.442155
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68833.080000 sec): 2 clusters
  Score: Raw -227535.183499 + Penalty 1271.667269 = -226263.516231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68833.130000 sec): 3 clusters
  Score: Raw -226442.455819 + Penalty 2543.334538 = -223899.121281
  nChanged 920
		SP:Iteration 1F (68833.180000 sec): 3 clusters
  Score: Raw -227090.968609 + Penalty 2543.334538 = -224547.634071
  nChanged 247
		SP:Iteration 2F (68833.230000 sec): 3 clusters
  Score: Raw -227336.108728 + Penalty 2543.334538 = -224792.774190
  nChanged 186
		SP:Iteration 3F (68833.280000 sec): 3 clusters
  Score: Raw -227521.919907 + Penalty 2543.334538 = -224978.585369
  nChanged 143
		SP:Iteration 4F (68833.330000 sec): 3 clusters
  Score: Raw -227654.636074 + Penalty 2543.334538 = -225111.301536
  nChanged 117
		SP:Iteration 5Q (68833.380000 sec): 3 clusters
  Score: Raw -227760.266322 + Penalty 2543.334538 = -225216.931784
  nChanged 100
		SP:Iteration 6Q (68833.430000 sec): 3 clusters
  Score: Raw -227842.597982 + Penalty 2543.334538 = -225299.263444
  nChanged 86
		SP:Iteration 7Q (68833.480000 sec): 3 clusters
  Score: Raw -227908.751171 + Penalty 2543.334538 = -225365.416633
  nChanged 68
		SP:Iteration 8Q (68833.530000 sec): 3 clusters
  Score: Raw -227953.800301 + Penalty 2543.334538 = -225410.465763
  nChanged 46
		SP:Iteration 9Q (68833.580000 sec): 3 clusters
  Score: Raw -227981.043156 + Penalty 2543.334538 = -225437.708618
  nChanged 38
		SP:Iteration 10Q (68833.630000 sec): 3 clusters
  Score: Raw -228002.385200 + Penalty 2543.334538 = -225459.050662
  nChanged 27
		SP:Iteration 11Q (68833.680000 sec): 3 clusters
  Score: Raw -228017.089192 + Penalty 2543.334538 = -225473.754654
  nChanged 23
		SP:Iteration 12Q (68833.730000 sec): 3 clusters
  Score: Raw -228027.976502 + Penalty 2543.334538 = -225484.641964
  nChanged 17
		SP:Iteration 13Q (68833.780000 sec): 3 clusters
  Score: Raw -228035.931978 + Penalty 2543.334538 = -225492.597440
  nChanged 13
		SP:Iteration 14Q (68833.830000 sec): 3 clusters
  Score: Raw -228041.307950 + Penalty 2543.334538 = -225497.973412
  nChanged 11
		SP:Iteration 15Q (68833.880000 sec): 3 clusters
  Score: Raw -228046.598016 + Penalty 2543.334538 = -225503.263478
  nChanged 8
		SP:Iteration 16Q (68833.920000 sec): 3 clusters
  Score: Raw -228050.572790 + Penalty 2543.334538 = -225507.238252
  nChanged 8
		SP:Iteration 17Q (68833.970000 sec): 3 clusters
  Score: Raw -228056.762171 + Penalty 2543.334538 = -225513.427633
  nChanged 13
		SP:Iteration 18Q (68834.020000 sec): 3 clusters
  Score: Raw -228065.833660 + Penalty 2543.334538 = -225522.499122
  nChanged 6
		SP:Iteration 19Q (68834.070000 sec): 3 clusters
  Score: Raw -228068.753879 + Penalty 2543.334538 = -225525.419341
  nChanged 2
		SP:Iteration 20F (68834.120000 sec): 3 clusters
  Score: Raw -228069.353457 + Penalty 2543.334538 = -225526.018919
  nChanged 2
		SP:Iteration 21Q (68834.170000 sec): 3 clusters
  Score: Raw -228069.947956 + Penalty 2543.334538 = -225526.613418
  nChanged 0
		SP:Iteration 22F (68834.220000 sec): 3 clusters
  Score: Raw -228069.947956 + Penalty 2543.334538 = -225526.613418
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68834.290000 sec): 2 clusters
  Score: Raw -238937.619411 + Penalty 1273.024406 = -237664.595006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68834.340000 sec): 3 clusters
  Score: Raw -237795.993156 + Penalty 2546.048811 = -235249.944345
  nChanged 954
		SP:Iteration 1F (68834.390000 sec): 3 clusters
  Score: Raw -238379.464803 + Penalty 2546.048811 = -235833.415992
  nChanged 205
		SP:Iteration 2F (68834.440000 sec): 3 clusters
  Score: Raw -238507.390981 + Penalty 2546.048811 = -235961.342169
  nChanged 121
		SP:Iteration 3Q (68834.490000 sec): 3 clusters
  Score: Raw -238575.719400 + Penalty 2546.048811 = -236029.670589
  nChanged 85
		SP:Iteration 4Q (68834.530000 sec): 3 clusters
  Score: Raw -238617.516901 + Penalty 2546.048811 = -236071.468090
  nChanged 51
		SP:Iteration 5Q (68834.590000 sec): 3 clusters
  Score: Raw -238645.093981 + Penalty 2546.048811 = -236099.045170
  nChanged 50
		SP:Iteration 6Q (68834.630000 sec): 3 clusters
  Score: Raw -238672.320407 + Penalty 2546.048811 = -236126.271596
  nChanged 52
		SP:Iteration 7Q (68834.680000 sec): 3 clusters
  Score: Raw -238705.986549 + Penalty 2546.048811 = -236159.937738
  nChanged 51
		SP:Iteration 8Q (68834.730000 sec): 3 clusters
  Score: Raw -238740.706997 + Penalty 2546.048811 = -236194.658186
  nChanged 54
		SP:Iteration 9Q (68834.780000 sec): 3 clusters
  Score: Raw -238786.459499 + Penalty 2546.048811 = -236240.410688
  nChanged 52
		SP:Iteration 10Q (68834.830000 sec): 3 clusters
  Score: Raw -238817.783870 + Penalty 2546.048811 = -236271.735059
  nChanged 50
		SP:Iteration 11Q (68834.880000 sec): 3 clusters
  Score: Raw -238841.245058 + Penalty 2546.048811 = -236295.196247
  nChanged 45
		SP:Iteration 12Q (68834.930000 sec): 3 clusters
  Score: Raw -238864.514898 + Penalty 2546.048811 = -236318.466087
  nChanged 43
		SP:Iteration 13Q (68834.980000 sec): 3 clusters
  Score: Raw -238888.509428 + Penalty 2546.048811 = -236342.460617
  nChanged 40
		SP:Iteration 14Q (68835.030000 sec): 3 clusters
  Score: Raw -238912.417532 + Penalty 2546.048811 = -236366.368721
  nChanged 37
		SP:Iteration 15Q (68835.070000 sec): 3 clusters
  Score: Raw -238936.032057 + Penalty 2546.048811 = -236389.983246
  nChanged 45
		SP:Iteration 16Q (68835.130000 sec): 3 clusters
  Score: Raw -238959.507625 + Penalty 2546.048811 = -236413.458814
  nChanged 32
		SP:Iteration 17Q (68835.170000 sec): 3 clusters
  Score: Raw -238973.343513 + Penalty 2546.048811 = -236427.294702
  nChanged 28
		SP:Iteration 18Q (68835.220000 sec): 3 clusters
  Score: Raw -238983.234395 + Penalty 2546.048811 = -236437.185584
  nChanged 21
		SP:Iteration 19Q (68835.270000 sec): 3 clusters
  Score: Raw -238991.835196 + Penalty 2546.048811 = -236445.786385
  nChanged 28
		SP:Iteration 20F (68835.320000 sec): 3 clusters
  Score: Raw -239001.899492 + Penalty 2546.048811 = -236455.850681
  nChanged 16
		SP:Iteration 21Q (68835.370000 sec): 3 clusters
  Score: Raw -239007.294728 + Penalty 2546.048811 = -236461.245917
  nChanged 12
		SP:Iteration 22Q (68835.420000 sec): 3 clusters
  Score: Raw -239012.312106 + Penalty 2546.048811 = -236466.263295
  nChanged 14
		SP:Iteration 23Q (68835.470000 sec): 3 clusters
  Score: Raw -239018.262909 + Penalty 2546.048811 = -236472.214098
  nChanged 13
		SP:Iteration 24Q (68835.520000 sec): 3 clusters
  Score: Raw -239022.358420 + Penalty 2546.048811 = -236476.309609
  nChanged 15
		SP:Iteration 25Q (68835.570000 sec): 3 clusters
  Score: Raw -239026.934505 + Penalty 2546.048811 = -236480.885693
  nChanged 11
		SP:Iteration 26Q (68835.620000 sec): 3 clusters
  Score: Raw -239030.937499 + Penalty 2546.048811 = -236484.888688
  nChanged 13
		SP:Iteration 27Q (68835.670000 sec): 3 clusters
  Score: Raw -239035.243725 + Penalty 2546.048811 = -236489.194914
  nChanged 14
		SP:Iteration 28Q (68835.710000 sec): 3 clusters
  Score: Raw -239040.290207 + Penalty 2546.048811 = -236494.241396
  nChanged 8
		SP:Iteration 29Q (68835.760000 sec): 3 clusters
  Score: Raw -239042.952244 + Penalty 2546.048811 = -236496.903433
  nChanged 4
		SP:Iteration 30Q (68835.810000 sec): 3 clusters
  Score: Raw -239045.169484 + Penalty 2546.048811 = -236499.120673
  nChanged 7
		SP:Iteration 31Q (68835.860000 sec): 3 clusters
  Score: Raw -239048.532826 + Penalty 2546.048811 = -236502.484015
  nChanged 7
		SP:Iteration 32Q (68835.910000 sec): 3 clusters
  Score: Raw -239050.571897 + Penalty 2546.048811 = -236504.523086
  nChanged 7
		SP:Iteration 33Q (68835.960000 sec): 3 clusters
  Score: Raw -239054.261870 + Penalty 2546.048811 = -236508.213059
  nChanged 10
		SP:Iteration 34Q (68836.000000 sec): 3 clusters
  Score: Raw -239059.742880 + Penalty 2546.048811 = -236513.694068
  nChanged 10
		SP:Iteration 35Q (68836.050000 sec): 3 clusters
  Score: Raw -239064.169432 + Penalty 2546.048811 = -236518.120621
  nChanged 5
		SP:Iteration 36Q (68836.100000 sec): 3 clusters
  Score: Raw -239067.543796 + Penalty 2546.048811 = -236521.494985
  nChanged 9
		SP:Iteration 37Q (68836.150000 sec): 3 clusters
  Score: Raw -239070.976654 + Penalty 2546.048811 = -236524.927843
  nChanged 9
		SP:Iteration 38Q (68836.200000 sec): 3 clusters
  Score: Raw -239076.030362 + Penalty 2546.048811 = -236529.981551
  nChanged 12
		SP:Iteration 39Q (68836.250000 sec): 3 clusters
  Score: Raw -239082.495155 + Penalty 2546.048811 = -236536.446344
  nChanged 13
		SP:Iteration 40F (68836.300000 sec): 3 clusters
  Score: Raw -239088.992856 + Penalty 2546.048811 = -236542.944045
  nChanged 12
		SP:Iteration 41Q (68836.350000 sec): 3 clusters
  Score: Raw -239095.616907 + Penalty 2546.048811 = -236549.568096
  nChanged 17
		SP:Iteration 42Q (68836.390000 sec): 3 clusters
  Score: Raw -239106.387512 + Penalty 2546.048811 = -236560.338701
  nChanged 19
		SP:Iteration 43Q (68836.440000 sec): 3 clusters
  Score: Raw -239120.844393 + Penalty 2546.048811 = -236574.795582
  nChanged 23
		SP:Iteration 44Q (68836.490000 sec): 3 clusters
  Score: Raw -239136.353680 + Penalty 2546.048811 = -236590.304869
  nChanged 25
		SP:Iteration 45Q (68836.540000 sec): 3 clusters
  Score: Raw -239152.168307 + Penalty 2546.048811 = -236606.119496
  nChanged 16
		SP:Iteration 46Q (68836.590000 sec): 3 clusters
  Score: Raw -239163.116433 + Penalty 2546.048811 = -236617.067621
  nChanged 10
		SP:Iteration 47Q (68836.640000 sec): 3 clusters
  Score: Raw -239169.802737 + Penalty 2546.048811 = -236623.753926
  nChanged 8
		SP:Iteration 48Q (68836.690000 sec): 3 clusters
  Score: Raw -239174.716630 + Penalty 2546.048811 = -236628.667819
  nChanged 13
		SP:Iteration 49Q (68836.740000 sec): 3 clusters
  Score: Raw -239182.124186 + Penalty 2546.048811 = -236636.075375
  nChanged 16
		SP:Iteration 50Q (68836.790000 sec): 3 clusters
  Score: Raw -239191.765738 + Penalty 2546.048811 = -236645.716927
  nChanged 18
		SP:Iteration 51Q (68836.830000 sec): 3 clusters
  Score: Raw -239204.035839 + Penalty 2546.048811 = -236657.987028
  nChanged 14
		SP:Iteration 52Q (68836.880000 sec): 3 clusters
  Score: Raw -239210.385594 + Penalty 2546.048811 = -236664.336783
  nChanged 13
		SP:Iteration 53Q (68836.930000 sec): 3 clusters
  Score: Raw -239217.436099 + Penalty 2546.048811 = -236671.387288
  nChanged 9
		SP:Iteration 54Q (68836.980000 sec): 3 clusters
  Score: Raw -239222.536298 + Penalty 2546.048811 = -236676.487487
  nChanged 8
		SP:Iteration 55Q (68837.030000 sec): 3 clusters
  Score: Raw -239235.251098 + Penalty 2546.048811 = -236689.202287
  nChanged 16
		SP:Iteration 56Q (68837.070000 sec): 3 clusters
  Score: Raw -239245.308817 + Penalty 2546.048811 = -236699.260006
  nChanged 17
		SP:Iteration 57Q (68837.120000 sec): 3 clusters
  Score: Raw -239254.723560 + Penalty 2546.048811 = -236708.674749
  nChanged 15
		SP:Iteration 58Q (68837.170000 sec): 3 clusters
  Score: Raw -239263.858287 + Penalty 2546.048811 = -236717.809476
  nChanged 11
		SP:Iteration 59Q (68837.220000 sec): 3 clusters
  Score: Raw -239273.630546 + Penalty 2546.048811 = -236727.581735
  nChanged 4
		SP:Iteration 60F (68837.270000 sec): 3 clusters
  Score: Raw -239275.831260 + Penalty 2546.048811 = -236729.782449
  nChanged 3
		SP:Iteration 61Q (68837.320000 sec): 3 clusters
  Score: Raw -239277.486318 + Penalty 2546.048811 = -236731.437507
  nChanged 3
		SP:Iteration 62Q (68837.370000 sec): 3 clusters
  Score: Raw -239279.053933 + Penalty 2546.048811 = -236733.005122
  nChanged 2
		SP:Iteration 63Q (68837.410000 sec): 3 clusters
  Score: Raw -239279.859954 + Penalty 2546.048811 = -236733.811143
  nChanged 4
		SP:Iteration 64Q (68837.460000 sec): 3 clusters
  Score: Raw -239282.423521 + Penalty 2546.048811 = -236736.374710
  nChanged 10
		SP:Iteration 65Q (68837.510000 sec): 3 clusters
  Score: Raw -239287.600217 + Penalty 2546.048811 = -236741.551406
  nChanged 5
		SP:Iteration 66Q (68837.550000 sec): 3 clusters
  Score: Raw -239290.532012 + Penalty 2546.048811 = -236744.483201
  nChanged 9
		SP:Iteration 67Q (68837.600000 sec): 3 clusters
  Score: Raw -239296.909853 + Penalty 2546.048811 = -236750.861042
  nChanged 6
		SP:Iteration 68Q (68837.650000 sec): 3 clusters
  Score: Raw -239306.186889 + Penalty 2546.048811 = -236760.138078
  nChanged 10
		SP:Iteration 69Q (68837.700000 sec): 3 clusters
  Score: Raw -239314.502221 + Penalty 2546.048811 = -236768.453410
  nChanged 10
		SP:Iteration 70Q (68837.750000 sec): 3 clusters
  Score: Raw -239325.403529 + Penalty 2546.048811 = -236779.354718
  nChanged 12
		SP:Iteration 71Q (68837.790000 sec): 3 clusters
  Score: Raw -239333.797534 + Penalty 2546.048811 = -236787.748723
  nChanged 12
		SP:Iteration 72Q (68837.840000 sec): 3 clusters
  Score: Raw -239341.381348 + Penalty 2546.048811 = -236795.332536
  nChanged 9
		SP:Iteration 73Q (68837.890000 sec): 3 clusters
  Score: Raw -239347.132551 + Penalty 2546.048811 = -236801.083740
  nChanged 6
		SP:Iteration 74Q (68837.940000 sec): 3 clusters
  Score: Raw -239352.561801 + Penalty 2546.048811 = -236806.512990
  nChanged 4
		SP:Iteration 75Q (68837.990000 sec): 3 clusters
  Score: Raw -239356.781411 + Penalty 2546.048811 = -236810.732600
  nChanged 5
		SP:Iteration 76Q (68838.030000 sec): 3 clusters
  Score: Raw -239361.489412 + Penalty 2546.048811 = -236815.440601
  nChanged 10
		SP:Iteration 77Q (68838.080000 sec): 3 clusters
  Score: Raw -239366.751154 + Penalty 2546.048811 = -236820.702343
  nChanged 5
		SP:Iteration 78Q (68838.130000 sec): 3 clusters
  Score: Raw -239369.331836 + Penalty 2546.048811 = -236823.283025
  nChanged 8
		SP:Iteration 79Q (68838.170000 sec): 3 clusters
  Score: Raw -239375.223410 + Penalty 2546.048811 = -236829.174599
  nChanged 9
		SP:Iteration 80F (68838.220000 sec): 3 clusters
  Score: Raw -239379.742118 + Penalty 2546.048811 = -236833.693307
  nChanged 7
		SP:Iteration 81Q (68838.270000 sec): 3 clusters
  Score: Raw -239383.799534 + Penalty 2546.048811 = -236837.750723
  nChanged 9
		SP:Iteration 82Q (68838.320000 sec): 3 clusters
  Score: Raw -239388.729411 + Penalty 2546.048811 = -236842.680600
  nChanged 9
		SP:Iteration 83Q (68838.370000 sec): 3 clusters
  Score: Raw -239396.893902 + Penalty 2546.048811 = -236850.845090
  nChanged 9
		SP:Iteration 84Q (68838.410000 sec): 3 clusters
  Score: Raw -239401.877795 + Penalty 2546.048811 = -236855.828984
  nChanged 6
		SP:Iteration 85Q (68838.460000 sec): 3 clusters
  Score: Raw -239405.477183 + Penalty 2546.048811 = -236859.428372
  nChanged 11
		SP:Iteration 86Q (68838.510000 sec): 3 clusters
  Score: Raw -239410.018034 + Penalty 2546.048811 = -236863.969223
  nChanged 4
		SP:Iteration 87Q (68838.550000 sec): 3 clusters
  Score: Raw -239411.891619 + Penalty 2546.048811 = -236865.842808
  nChanged 5
		SP:Iteration 88Q (68838.600000 sec): 3 clusters
  Score: Raw -239414.699268 + Penalty 2546.048811 = -236868.650457
  nChanged 5
		SP:Iteration 89Q (68838.650000 sec): 3 clusters
  Score: Raw -239418.307120 + Penalty 2546.048811 = -236872.258309
  nChanged 7
		SP:Iteration 90Q (68838.690000 sec): 3 clusters
  Score: Raw -239421.361973 + Penalty 2546.048811 = -236875.313162
  nChanged 6
		SP:Iteration 91Q (68838.740000 sec): 3 clusters
  Score: Raw -239427.267982 + Penalty 2546.048811 = -236881.219171
  nChanged 12
		SP:Iteration 92Q (68838.790000 sec): 3 clusters
  Score: Raw -239439.569290 + Penalty 2546.048811 = -236893.520479
  nChanged 17
		SP:Iteration 93Q (68838.830000 sec): 3 clusters
  Score: Raw -239455.322746 + Penalty 2546.048811 = -236909.273935
  nChanged 13
		SP:Iteration 94Q (68838.880000 sec): 3 clusters
  Score: Raw -239466.678502 + Penalty 2546.048811 = -236920.629691
  nChanged 15
		SP:Iteration 95Q (68838.930000 sec): 3 clusters
  Score: Raw -239481.052282 + Penalty 2546.048811 = -236935.003471
  nChanged 22
		SP:Iteration 96Q (68838.980000 sec): 3 clusters
  Score: Raw -239502.112967 + Penalty 2546.048811 = -236956.064156
  nChanged 21
		SP:Iteration 97Q (68839.020000 sec): 3 clusters
  Score: Raw -239527.470716 + Penalty 2546.048811 = -236981.421905
  nChanged 36
		SP:Iteration 98Q (68839.070000 sec): 3 clusters
  Score: Raw -239570.489724 + Penalty 2546.048811 = -237024.440912
  nChanged 28
		SP:Iteration 99Q (68839.120000 sec): 3 clusters
  Score: Raw -239594.963821 + Penalty 2546.048811 = -237048.915010
  nChanged 30
		SP:Iteration 100F (68839.170000 sec): 3 clusters
  Score: Raw -239627.013727 + Penalty 2546.048811 = -237080.964916
  nChanged 29
		SP:Iteration 101Q (68839.210000 sec): 3 clusters
  Score: Raw -239657.735657 + Penalty 2546.048811 = -237111.686846
  nChanged 27
		SP:Iteration 102Q (68839.260000 sec): 3 clusters
  Score: Raw -239684.284490 + Penalty 2546.048811 = -237138.235679
  nChanged 19
		SP:Iteration 103Q (68839.300000 sec): 3 clusters
  Score: Raw -239700.051514 + Penalty 2546.048811 = -237154.002703
  nChanged 16
		SP:Iteration 104Q (68839.350000 sec): 3 clusters
  Score: Raw -239711.858872 + Penalty 2546.048811 = -237165.810061
  nChanged 13
		SP:Iteration 105Q (68839.390000 sec): 3 clusters
  Score: Raw -239723.592225 + Penalty 2546.048811 = -237177.543414
  nChanged 13
		SP:Iteration 106Q (68839.440000 sec): 3 clusters
  Score: Raw -239736.765007 + Penalty 2546.048811 = -237190.716196
  nChanged 9
		SP:Iteration 107Q (68839.490000 sec): 3 clusters
  Score: Raw -239741.834891 + Penalty 2546.048811 = -237195.786080
  nChanged 1
		SP:Iteration 108Q (68839.530000 sec): 3 clusters
  Score: Raw -239742.376858 + Penalty 2546.048811 = -237196.328047
  nChanged 1
		SP:Iteration 109Q (68839.580000 sec): 3 clusters
  Score: Raw -239742.520019 + Penalty 2546.048811 = -237196.471208
  nChanged 0
		SP:Iteration 110F (68839.630000 sec): 3 clusters
  Score: Raw -239742.520019 + Penalty 2546.048811 = -237196.471208
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68839.700000 sec): 2 clusters
  Score: Raw -270982.173319 + Penalty 1278.280075 = -269703.893244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68839.750000 sec): 3 clusters
  Score: Raw -269778.691343 + Penalty 2556.560150 = -267222.131193
  nChanged 976
		SP:Iteration 1F (68839.810000 sec): 3 clusters
  Score: Raw -270395.942789 + Penalty 2556.560150 = -267839.382639
  nChanged 222
		SP:Iteration 2F (68839.860000 sec): 3 clusters
  Score: Raw -270549.491958 + Penalty 2556.560150 = -267992.931808
  nChanged 135
		SP:Iteration 3F (68839.910000 sec): 3 clusters
  Score: Raw -270635.742373 + Penalty 2556.560150 = -268079.182223
  nChanged 110
		SP:Iteration 4Q (68839.970000 sec): 3 clusters
  Score: Raw -270693.946697 + Penalty 2556.560150 = -268137.386547
  nChanged 75
		SP:Iteration 5Q (68840.020000 sec): 3 clusters
  Score: Raw -270735.646243 + Penalty 2556.560150 = -268179.086093
  nChanged 70
		SP:Iteration 6Q (68840.070000 sec): 3 clusters
  Score: Raw -270776.502708 + Penalty 2556.560150 = -268219.942558
  nChanged 64
		SP:Iteration 7Q (68840.130000 sec): 3 clusters
  Score: Raw -270812.368737 + Penalty 2556.560150 = -268255.808587
  nChanged 61
		SP:Iteration 8Q (68840.180000 sec): 3 clusters
  Score: Raw -270846.568121 + Penalty 2556.560150 = -268290.007971
  nChanged 63
		SP:Iteration 9Q (68840.230000 sec): 3 clusters
  Score: Raw -270886.923122 + Penalty 2556.560150 = -268330.362972
  nChanged 77
		SP:Iteration 10Q (68840.280000 sec): 3 clusters
  Score: Raw -270945.832392 + Penalty 2556.560150 = -268389.272242
  nChanged 81
		SP:Iteration 11Q (68840.330000 sec): 3 clusters
  Score: Raw -271012.494585 + Penalty 2556.560150 = -268455.934435
  nChanged 96
		SP:Iteration 12Q (68840.390000 sec): 3 clusters
  Score: Raw -271090.240154 + Penalty 2556.560150 = -268533.680004
  nChanged 91
		SP:Iteration 13Q (68840.440000 sec): 3 clusters
  Score: Raw -271169.433423 + Penalty 2556.560150 = -268612.873273
  nChanged 74
		SP:Iteration 14Q (68840.490000 sec): 3 clusters
  Score: Raw -271224.540168 + Penalty 2556.560150 = -268667.980018
  nChanged 74
		SP:Iteration 15Q (68840.550000 sec): 3 clusters
  Score: Raw -271282.122965 + Penalty 2556.560150 = -268725.562815
  nChanged 70
		SP:Iteration 16Q (68840.600000 sec): 3 clusters
  Score: Raw -271340.097418 + Penalty 2556.560150 = -268783.537268
  nChanged 61
		SP:Iteration 17Q (68840.650000 sec): 3 clusters
  Score: Raw -271385.521807 + Penalty 2556.560150 = -268828.961657
  nChanged 46
		SP:Iteration 18Q (68840.710000 sec): 3 clusters
  Score: Raw -271422.710796 + Penalty 2556.560150 = -268866.150646
  nChanged 39
		SP:Iteration 19Q (68840.760000 sec): 3 clusters
  Score: Raw -271455.619711 + Penalty 2556.560150 = -268899.059561
  nChanged 30
		SP:Iteration 20F (68840.810000 sec): 3 clusters
  Score: Raw -271475.817059 + Penalty 2556.560150 = -268919.256909
  nChanged 21
		SP:Iteration 21Q (68840.860000 sec): 3 clusters
  Score: Raw -271489.298782 + Penalty 2556.560150 = -268932.738632
  nChanged 15
		SP:Iteration 22Q (68840.910000 sec): 3 clusters
  Score: Raw -271498.982017 + Penalty 2556.560150 = -268942.421867
  nChanged 10
		SP:Iteration 23Q (68840.970000 sec): 3 clusters
  Score: Raw -271504.104813 + Penalty 2556.560150 = -268947.544663
  nChanged 9
		SP:Iteration 24Q (68841.020000 sec): 3 clusters
  Score: Raw -271510.573978 + Penalty 2556.560150 = -268954.013828
  nChanged 6
		SP:Iteration 25Q (68841.070000 sec): 3 clusters
  Score: Raw -271514.531068 + Penalty 2556.560150 = -268957.970918
  nChanged 5
		SP:Iteration 26Q (68841.120000 sec): 3 clusters
  Score: Raw -271518.591044 + Penalty 2556.560150 = -268962.030894
  nChanged 6
		SP:Iteration 27Q (68841.170000 sec): 3 clusters
  Score: Raw -271522.417896 + Penalty 2556.560150 = -268965.857746
  nChanged 6
		SP:Iteration 28Q (68841.230000 sec): 3 clusters
  Score: Raw -271526.214686 + Penalty 2556.560150 = -268969.654536
  nChanged 4
		SP:Iteration 29Q (68841.280000 sec): 3 clusters
  Score: Raw -271530.006201 + Penalty 2556.560150 = -268973.446051
  nChanged 8
		SP:Iteration 30Q (68841.330000 sec): 3 clusters
  Score: Raw -271538.169691 + Penalty 2556.560150 = -268981.609541
  nChanged 6
		SP:Iteration 31Q (68841.380000 sec): 3 clusters
  Score: Raw -271542.242774 + Penalty 2556.560150 = -268985.682624
  nChanged 4
		SP:Iteration 32Q (68841.430000 sec): 3 clusters
  Score: Raw -271544.125761 + Penalty 2556.560150 = -268987.565611
  nChanged 3
		SP:Iteration 33Q (68841.490000 sec): 3 clusters
  Score: Raw -271545.651942 + Penalty 2556.560150 = -268989.091792
  nChanged 1
		SP:Iteration 34Q (68841.540000 sec): 3 clusters
  Score: Raw -271545.871373 + Penalty 2556.560150 = -268989.311223
  nChanged 1
		SP:Iteration 35Q (68841.590000 sec): 3 clusters
  Score: Raw -271546.233904 + Penalty 2556.560150 = -268989.673754
  nChanged 2
		SP:Iteration 36Q (68841.640000 sec): 3 clusters
  Score: Raw -271546.750210 + Penalty 2556.560150 = -268990.190060
  nChanged 1
		SP:Iteration 37Q (68841.690000 sec): 3 clusters
  Score: Raw -271546.995226 + Penalty 2556.560150 = -268990.435076
  nChanged 1
		SP:Iteration 38Q (68841.740000 sec): 3 clusters
  Score: Raw -271547.151558 + Penalty 2556.560150 = -268990.591408
  nChanged 0
		SP:Iteration 39F (68841.800000 sec): 3 clusters
  Score: Raw -271547.151558 + Penalty 2556.560150 = -268990.591408
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (4030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68841.870000 sec): 2 clusters
  Score: Raw -402199.760064 + Penalty 1348.997269 = -400850.762795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68841.950000 sec): 3 clusters
  Score: Raw -400168.257917 + Penalty 2697.994538 = -397470.263379
  nChanged 1592
		SP:Iteration 1F (68842.030000 sec): 3 clusters
  Score: Raw -401039.601632 + Penalty 2697.994538 = -398341.607094
  nChanged 281
		SP:Iteration 2F (68842.100000 sec): 3 clusters
  Score: Raw -401164.602563 + Penalty 2697.994538 = -398466.608025
  nChanged 174
		SP:Iteration 3Q (68842.180000 sec): 3 clusters
  Score: Raw -401241.347609 + Penalty 2697.994538 = -398543.353071
  nChanged 125
		SP:Iteration 4Q (68842.260000 sec): 3 clusters
  Score: Raw -401293.333743 + Penalty 2697.994538 = -398595.339205
  nChanged 104
		SP:Iteration 5Q (68842.330000 sec): 3 clusters
  Score: Raw -401335.808196 + Penalty 2697.994538 = -398637.813658
  nChanged 83
		SP:Iteration 6Q (68842.410000 sec): 3 clusters
  Score: Raw -401373.709784 + Penalty 2697.994538 = -398675.715246
  nChanged 74
		SP:Iteration 7Q (68842.490000 sec): 3 clusters
  Score: Raw -401412.701276 + Penalty 2697.994538 = -398714.706738
  nChanged 71
		SP:Iteration 8Q (68842.570000 sec): 3 clusters
  Score: Raw -401445.417055 + Penalty 2697.994538 = -398747.422517
  nChanged 62
		SP:Iteration 9Q (68842.640000 sec): 3 clusters
  Score: Raw -401477.742892 + Penalty 2697.994538 = -398779.748354
  nChanged 71
		SP:Iteration 10Q (68842.720000 sec): 3 clusters
  Score: Raw -401511.107900 + Penalty 2697.994538 = -398813.113362
  nChanged 78
		SP:Iteration 11Q (68842.800000 sec): 3 clusters
  Score: Raw -401550.774279 + Penalty 2697.994538 = -398852.779741
  nChanged 63
		SP:Iteration 12Q (68842.870000 sec): 3 clusters
  Score: Raw -401584.667970 + Penalty 2697.994538 = -398886.673433
  nChanged 73
		SP:Iteration 13Q (68842.950000 sec): 3 clusters
  Score: Raw -401623.264337 + Penalty 2697.994538 = -398925.269799
  nChanged 77
		SP:Iteration 14Q (68843.030000 sec): 3 clusters
  Score: Raw -401666.457643 + Penalty 2697.994538 = -398968.463105
  nChanged 78
		SP:Iteration 15Q (68843.100000 sec): 3 clusters
  Score: Raw -401707.931257 + Penalty 2697.994538 = -399009.936719
  nChanged 81
		SP:Iteration 16Q (68843.180000 sec): 3 clusters
  Score: Raw -401753.002924 + Penalty 2697.994538 = -399055.008386
  nChanged 75
		SP:Iteration 17Q (68843.260000 sec): 3 clusters
  Score: Raw -401798.693757 + Penalty 2697.994538 = -399100.699219
  nChanged 71
		SP:Iteration 18Q (68843.330000 sec): 3 clusters
  Score: Raw -401835.327381 + Penalty 2697.994538 = -399137.332843
  nChanged 65
		SP:Iteration 19Q (68843.410000 sec): 3 clusters
  Score: Raw -401866.686257 + Penalty 2697.994538 = -399168.691719
  nChanged 71
		SP:Iteration 20F (68843.480000 sec): 3 clusters
  Score: Raw -401919.226252 + Penalty 2697.994538 = -399221.231714
  nChanged 83
		SP:Iteration 21Q (68843.560000 sec): 3 clusters
  Score: Raw -401973.296655 + Penalty 2697.994538 = -399275.302118
  nChanged 93
		SP:Iteration 22Q (68843.630000 sec): 3 clusters
  Score: Raw -402035.273805 + Penalty 2697.994538 = -399337.279267
  nChanged 77
		SP:Iteration 23Q (68843.710000 sec): 3 clusters
  Score: Raw -402085.958821 + Penalty 2697.994538 = -399387.964283
  nChanged 67
		SP:Iteration 24Q (68843.780000 sec): 3 clusters
  Score: Raw -402140.991039 + Penalty 2697.994538 = -399442.996501
  nChanged 63
		SP:Iteration 25Q (68843.860000 sec): 3 clusters
  Score: Raw -402189.012691 + Penalty 2697.994538 = -399491.018153
  nChanged 41
		SP:Iteration 26Q (68843.930000 sec): 3 clusters
  Score: Raw -402219.390889 + Penalty 2697.994538 = -399521.396352
  nChanged 30
		SP:Iteration 27Q (68844.000000 sec): 3 clusters
  Score: Raw -402243.387918 + Penalty 2697.994538 = -399545.393380
  nChanged 33
		SP:Iteration 28Q (68844.080000 sec): 3 clusters
  Score: Raw -402267.636577 + Penalty 2697.994538 = -399569.642039
  nChanged 23
		SP:Iteration 29Q (68844.150000 sec): 3 clusters
  Score: Raw -402285.476899 + Penalty 2697.994538 = -399587.482361
  nChanged 24
		SP:Iteration 30Q (68844.220000 sec): 3 clusters
  Score: Raw -402304.301432 + Penalty 2697.994538 = -399606.306894
  nChanged 14
		SP:Iteration 31Q (68844.290000 sec): 3 clusters
  Score: Raw -402315.292523 + Penalty 2697.994538 = -399617.297985
  nChanged 12
		SP:Iteration 32Q (68844.370000 sec): 3 clusters
  Score: Raw -402321.015000 + Penalty 2697.994538 = -399623.020462
  nChanged 9
		SP:Iteration 33Q (68844.440000 sec): 3 clusters
  Score: Raw -402324.927301 + Penalty 2697.994538 = -399626.932763
  nChanged 4
		SP:Iteration 34Q (68844.510000 sec): 3 clusters
  Score: Raw -402326.368058 + Penalty 2697.994538 = -399628.373520
  nChanged 3
		SP:Iteration 35Q (68844.580000 sec): 3 clusters
  Score: Raw -402327.199311 + Penalty 2697.994538 = -399629.204773
  nChanged 2
		SP:Iteration 36Q (68844.660000 sec): 3 clusters
  Score: Raw -402328.096594 + Penalty 2697.994538 = -399630.102056
  nChanged 3
		SP:Iteration 37Q (68844.730000 sec): 3 clusters
  Score: Raw -402329.020361 + Penalty 2697.994538 = -399631.025823
  nChanged 2
		SP:Iteration 38Q (68844.800000 sec): 3 clusters
  Score: Raw -402329.678847 + Penalty 2697.994538 = -399631.684309
  nChanged 1
		SP:Iteration 39Q (68844.870000 sec): 3 clusters
  Score: Raw -402329.870059 + Penalty 2697.994538 = -399631.875521
  nChanged 0
		SP:Iteration 40F (68844.950000 sec): 3 clusters
  Score: Raw -402329.870059 + Penalty 2697.994538 = -399631.875521
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68845.090000 sec): 2 clusters
  Score: Raw -1309844.058975 + Penalty 1540.770461 = -1308303.288513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68845.310000 sec): 3 clusters
  Score: Raw -1302325.141393 + Penalty 3081.540923 = -1299243.600470
  nChanged 5747
		SP:Iteration 1F (68845.540000 sec): 3 clusters
  Score: Raw -1305536.398319 + Penalty 3081.540923 = -1302454.857396
  nChanged 793
		SP:Iteration 2F (68845.720000 sec): 3 clusters
  Score: Raw -1305910.281188 + Penalty 3081.540923 = -1302828.740265
  nChanged 690
		SP:Iteration 3F (68845.910000 sec): 3 clusters
  Score: Raw -1306228.553729 + Penalty 3081.540923 = -1303147.012806
  nChanged 685
		SP:Iteration 4F (68846.100000 sec): 3 clusters
  Score: Raw -1306564.386292 + Penalty 3081.540923 = -1303482.845370
  nChanged 640
		SP:Iteration 5Q (68846.320000 sec): 3 clusters
  Score: Raw -1306889.678498 + Penalty 3081.540923 = -1303808.137575
  nChanged 634
		SP:Iteration 6Q (68846.510000 sec): 3 clusters
  Score: Raw -1307200.019941 + Penalty 3081.540923 = -1304118.479019
  nChanged 626
		SP:Iteration 7Q (68846.790000 sec): 3 clusters
  Score: Raw -1307517.122280 + Penalty 3081.540923 = -1304435.581357
  nChanged 572
		SP:Iteration 8Q (68847.070000 sec): 3 clusters
  Score: Raw -1307805.855280 + Penalty 3081.540923 = -1304724.314357
  nChanged 493
		SP:Iteration 9Q (68847.360000 sec): 3 clusters
  Score: Raw -1308066.760842 + Penalty 3081.540923 = -1304985.219920
  nChanged 461
		SP:Iteration 10Q (68847.640000 sec): 3 clusters
  Score: Raw -1308314.982894 + Penalty 3081.540923 = -1305233.441971
  nChanged 415
		SP:Iteration 11Q (68847.930000 sec): 3 clusters
  Score: Raw -1308555.361076 + Penalty 3081.540923 = -1305473.820153
  nChanged 402
		SP:Iteration 12Q (68848.210000 sec): 3 clusters
  Score: Raw -1308779.009649 + Penalty 3081.540923 = -1305697.468726
  nChanged 323
		SP:Iteration 13Q (68848.490000 sec): 3 clusters
  Score: Raw -1308942.311934 + Penalty 3081.540923 = -1305860.771012
  nChanged 276
		SP:Iteration 14Q (68848.770000 sec): 3 clusters
  Score: Raw -1309059.247415 + Penalty 3081.540923 = -1305977.706493
  nChanged 235
		SP:Iteration 15Q (68849.060000 sec): 3 clusters
  Score: Raw -1309148.152668 + Penalty 3081.540923 = -1306066.611746
  nChanged 202
		SP:Iteration 16Q (68849.340000 sec): 3 clusters
  Score: Raw -1309226.165068 + Penalty 3081.540923 = -1306144.624145
  nChanged 184
		SP:Iteration 17Q (68849.620000 sec): 3 clusters
  Score: Raw -1309293.385238 + Penalty 3081.540923 = -1306211.844315
  nChanged 164
		SP:Iteration 18Q (68849.900000 sec): 3 clusters
  Score: Raw -1309359.830601 + Penalty 3081.540923 = -1306278.289678
  nChanged 152
		SP:Iteration 19Q (68850.230000 sec): 3 clusters
  Score: Raw -1309415.875800 + Penalty 3081.540923 = -1306334.334877
  nChanged 154
		SP:Iteration 20F (68850.510000 sec): 3 clusters
  Score: Raw -1309479.012585 + Penalty 3081.540923 = -1306397.471662
  nChanged 160
		SP:Iteration 21Q (68850.800000 sec): 3 clusters
  Score: Raw -1309549.229368 + Penalty 3081.540923 = -1306467.688446
  nChanged 154
		SP:Iteration 22Q (68851.040000 sec): 3 clusters
  Score: Raw -1309607.951512 + Penalty 3081.540923 = -1306526.410589
  nChanged 129
		SP:Iteration 23Q (68851.220000 sec): 3 clusters
  Score: Raw -1309655.848781 + Penalty 3081.540923 = -1306574.307858
  nChanged 113
		SP:Iteration 24Q (68851.410000 sec): 3 clusters
  Score: Raw -1309693.545283 + Penalty 3081.540923 = -1306612.004361
  nChanged 101
		SP:Iteration 25Q (68851.600000 sec): 3 clusters
  Score: Raw -1309727.760214 + Penalty 3081.540923 = -1306646.219292
  nChanged 85
		SP:Iteration 26Q (68851.820000 sec): 3 clusters
  Score: Raw -1309753.890847 + Penalty 3081.540923 = -1306672.349924
  nChanged 76
		SP:Iteration 27Q (68852.030000 sec): 3 clusters
  Score: Raw -1309777.006919 + Penalty 3081.540923 = -1306695.465996
  nChanged 78
		SP:Iteration 28Q (68852.260000 sec): 3 clusters
  Score: Raw -1309804.365669 + Penalty 3081.540923 = -1306722.824747
  nChanged 76
		SP:Iteration 29Q (68852.430000 sec): 3 clusters
  Score: Raw -1309831.078304 + Penalty 3081.540923 = -1306749.537381
  nChanged 66
		SP:Iteration 30Q (68852.610000 sec): 3 clusters
  Score: Raw -1309849.602453 + Penalty 3081.540923 = -1306768.061530
  nChanged 59
		SP:Iteration 31Q (68852.800000 sec): 3 clusters
  Score: Raw -1309866.751891 + Penalty 3081.540923 = -1306785.210968
  nChanged 63
		SP:Iteration 32Q (68853.010000 sec): 3 clusters
  Score: Raw -1309885.561673 + Penalty 3081.540923 = -1306804.020750
  nChanged 53
		SP:Iteration 33Q (68853.190000 sec): 3 clusters
  Score: Raw -1309900.153541 + Penalty 3081.540923 = -1306818.612619
  nChanged 52
		SP:Iteration 34Q (68853.370000 sec): 3 clusters
  Score: Raw -1309914.882116 + Penalty 3081.540923 = -1306833.341193
  nChanged 40
		SP:Iteration 35Q (68853.560000 sec): 3 clusters
  Score: Raw -1309926.457884 + Penalty 3081.540923 = -1306844.916962
  nChanged 38
		SP:Iteration 36Q (68853.760000 sec): 3 clusters
  Score: Raw -1309938.178083 + Penalty 3081.540923 = -1306856.637160
  nChanged 38
		SP:Iteration 37Q (68853.980000 sec): 3 clusters
  Score: Raw -1309950.193661 + Penalty 3081.540923 = -1306868.652738
  nChanged 26
		SP:Iteration 38Q (68854.150000 sec): 3 clusters
  Score: Raw -1309957.854109 + Penalty 3081.540923 = -1306876.313186
  nChanged 25
		SP:Iteration 39Q (68854.340000 sec): 3 clusters
  Score: Raw -1309963.224825 + Penalty 3081.540923 = -1306881.683902
  nChanged 28
		SP:Iteration 40F (68854.530000 sec): 3 clusters
  Score: Raw -1309970.365909 + Penalty 3081.540923 = -1306888.824986
  nChanged 24
		SP:Iteration 41Q (68854.730000 sec): 3 clusters
  Score: Raw -1309976.216205 + Penalty 3081.540923 = -1306894.675282
  nChanged 23
		SP:Iteration 42Q (68854.900000 sec): 3 clusters
  Score: Raw -1309982.211578 + Penalty 3081.540923 = -1306900.670656
  nChanged 22
		SP:Iteration 43Q (68855.090000 sec): 3 clusters
  Score: Raw -1309989.245606 + Penalty 3081.540923 = -1306907.704683
  nChanged 23
		SP:Iteration 44Q (68855.270000 sec): 3 clusters
  Score: Raw -1309997.538028 + Penalty 3081.540923 = -1306915.997105
  nChanged 27
		SP:Iteration 45Q (68855.480000 sec): 3 clusters
  Score: Raw -1310005.297669 + Penalty 3081.540923 = -1306923.756747
  nChanged 25
		SP:Iteration 46Q (68855.700000 sec): 3 clusters
  Score: Raw -1310014.029458 + Penalty 3081.540923 = -1306932.488536
  nChanged 24
		SP:Iteration 47Q (68855.860000 sec): 3 clusters
  Score: Raw -1310024.358887 + Penalty 3081.540923 = -1306942.817964
  nChanged 20
		SP:Iteration 48Q (68856.050000 sec): 3 clusters
  Score: Raw -1310029.758013 + Penalty 3081.540923 = -1306948.217090
  nChanged 18
		SP:Iteration 49Q (68856.230000 sec): 3 clusters
  Score: Raw -1310034.711291 + Penalty 3081.540923 = -1306953.170368
  nChanged 17
		SP:Iteration 50Q (68856.440000 sec): 3 clusters
  Score: Raw -1310038.885675 + Penalty 3081.540923 = -1306957.344752
  nChanged 11
		SP:Iteration 51Q (68856.650000 sec): 3 clusters
  Score: Raw -1310041.883345 + Penalty 3081.540923 = -1306960.342422
  nChanged 13
		SP:Iteration 52Q (68856.870000 sec): 3 clusters
  Score: Raw -1310045.166916 + Penalty 3081.540923 = -1306963.625993
  nChanged 7
		SP:Iteration 53Q (68857.080000 sec): 3 clusters
  Score: Raw -1310047.210592 + Penalty 3081.540923 = -1306965.669669
  nChanged 5
		SP:Iteration 54Q (68857.260000 sec): 3 clusters
  Score: Raw -1310048.226918 + Penalty 3081.540923 = -1306966.685995
  nChanged 9
		SP:Iteration 55Q (68857.440000 sec): 3 clusters
  Score: Raw -1310050.637524 + Penalty 3081.540923 = -1306969.096601
  nChanged 10
		SP:Iteration 56Q (68857.620000 sec): 3 clusters
  Score: Raw -1310052.565941 + Penalty 3081.540923 = -1306971.025019
  nChanged 4
		SP:Iteration 57Q (68857.830000 sec): 3 clusters
  Score: Raw -1310054.079461 + Penalty 3081.540923 = -1306972.538538
  nChanged 8
		SP:Iteration 58Q (68858.040000 sec): 3 clusters
  Score: Raw -1310056.631178 + Penalty 3081.540923 = -1306975.090255
  nChanged 7
		SP:Iteration 59Q (68858.210000 sec): 3 clusters
  Score: Raw -1310058.401896 + Penalty 3081.540923 = -1306976.860974
  nChanged 5
		SP:Iteration 60F (68858.410000 sec): 3 clusters
  Score: Raw -1310059.269242 + Penalty 3081.540923 = -1306977.728319
  nChanged 6
		SP:Iteration 61Q (68858.590000 sec): 3 clusters
  Score: Raw -1310060.795999 + Penalty 3081.540923 = -1306979.255076
  nChanged 6
		SP:Iteration 62Q (68858.790000 sec): 3 clusters
  Score: Raw -1310062.277848 + Penalty 3081.540923 = -1306980.736925
  nChanged 7
		SP:Iteration 63Q (68859.010000 sec): 3 clusters
  Score: Raw -1310064.288716 + Penalty 3081.540923 = -1306982.747793
  nChanged 5
		SP:Iteration 64Q (68859.170000 sec): 3 clusters
  Score: Raw -1310065.813545 + Penalty 3081.540923 = -1306984.272622
  nChanged 8
		SP:Iteration 65Q (68859.360000 sec): 3 clusters
  Score: Raw -1310068.345069 + Penalty 3081.540923 = -1306986.804146
  nChanged 8
		SP:Iteration 66Q (68859.540000 sec): 3 clusters
  Score: Raw -1310069.788315 + Penalty 3081.540923 = -1306988.247392
  nChanged 4
		SP:Iteration 67Q (68859.740000 sec): 3 clusters
  Score: Raw -1310070.643892 + Penalty 3081.540923 = -1306989.102969
  nChanged 6
		SP:Iteration 68Q (68859.950000 sec): 3 clusters
  Score: Raw -1310072.601909 + Penalty 3081.540923 = -1306991.060986
  nChanged 9
		SP:Iteration 69Q (68860.130000 sec): 3 clusters
  Score: Raw -1310076.277082 + Penalty 3081.540923 = -1306994.736159
  nChanged 9
		SP:Iteration 70Q (68860.310000 sec): 3 clusters
  Score: Raw -1310079.297629 + Penalty 3081.540923 = -1306997.756707
  nChanged 5
		SP:Iteration 71Q (68860.510000 sec): 3 clusters
  Score: Raw -1310081.827314 + Penalty 3081.540923 = -1307000.286391
  nChanged 10
		SP:Iteration 72Q (68860.690000 sec): 3 clusters
  Score: Raw -1310085.519606 + Penalty 3081.540923 = -1307003.978683
  nChanged 11
		SP:Iteration 73Q (68860.870000 sec): 3 clusters
  Score: Raw -1310089.589645 + Penalty 3081.540923 = -1307008.048722
  nChanged 7
		SP:Iteration 74Q (68861.050000 sec): 3 clusters
  Score: Raw -1310091.981179 + Penalty 3081.540923 = -1307010.440256
  nChanged 12
		SP:Iteration 75Q (68861.260000 sec): 3 clusters
  Score: Raw -1310096.250163 + Penalty 3081.540923 = -1307014.709241
  nChanged 12
		SP:Iteration 76Q (68861.430000 sec): 3 clusters
  Score: Raw -1310100.223452 + Penalty 3081.540923 = -1307018.682530
  nChanged 10
		SP:Iteration 77Q (68861.610000 sec): 3 clusters
  Score: Raw -1310102.559757 + Penalty 3081.540923 = -1307021.018834
  nChanged 6
		SP:Iteration 78Q (68861.800000 sec): 3 clusters
  Score: Raw -1310104.755032 + Penalty 3081.540923 = -1307023.214109
  nChanged 7
		SP:Iteration 79Q (68862.000000 sec): 3 clusters
  Score: Raw -1310106.570707 + Penalty 3081.540923 = -1307025.029784
  nChanged 4
		SP:Iteration 80F (68862.210000 sec): 3 clusters
  Score: Raw -1310107.471111 + Penalty 3081.540923 = -1307025.930188
  nChanged 6
		SP:Iteration 81Q (68862.400000 sec): 3 clusters
  Score: Raw -1310109.674609 + Penalty 3081.540923 = -1307028.133686
  nChanged 5
		SP:Iteration 82Q (68862.580000 sec): 3 clusters
  Score: Raw -1310111.340790 + Penalty 3081.540923 = -1307029.799867
  nChanged 3
		SP:Iteration 83Q (68862.760000 sec): 3 clusters
  Score: Raw -1310112.265999 + Penalty 3081.540923 = -1307030.725077
  nChanged 6
		SP:Iteration 84Q (68862.960000 sec): 3 clusters
  Score: Raw -1310114.350233 + Penalty 3081.540923 = -1307032.809310
  nChanged 6
		SP:Iteration 85Q (68863.140000 sec): 3 clusters
  Score: Raw -1310116.432928 + Penalty 3081.540923 = -1307034.892005
  nChanged 2
		SP:Iteration 86Q (68863.320000 sec): 3 clusters
  Score: Raw -1310116.939933 + Penalty 3081.540923 = -1307035.399010
  nChanged 1
		SP:Iteration 87Q (68863.520000 sec): 3 clusters
  Score: Raw -1310117.077234 + Penalty 3081.540923 = -1307035.536311
  nChanged 1
		SP:Iteration 88Q (68863.700000 sec): 3 clusters
  Score: Raw -1310117.273520 + Penalty 3081.540923 = -1307035.732598
  nChanged 3
		SP:Iteration 89Q (68863.880000 sec): 3 clusters
  Score: Raw -1310117.964621 + Penalty 3081.540923 = -1307036.423698
  nChanged 3
		SP:Iteration 90Q (68864.060000 sec): 3 clusters
  Score: Raw -1310119.057329 + Penalty 3081.540923 = -1307037.516407
  nChanged 3
		SP:Iteration 91Q (68864.270000 sec): 3 clusters
  Score: Raw -1310120.482464 + Penalty 3081.540923 = -1307038.941541
  nChanged 5
		SP:Iteration 92Q (68864.480000 sec): 3 clusters
  Score: Raw -1310122.911350 + Penalty 3081.540923 = -1307041.370427
  nChanged 9
		SP:Iteration 93Q (68864.700000 sec): 3 clusters
  Score: Raw -1310125.371965 + Penalty 3081.540923 = -1307043.831042
  nChanged 7
		SP:Iteration 94Q (68864.880000 sec): 3 clusters
  Score: Raw -1310127.739858 + Penalty 3081.540923 = -1307046.198935
  nChanged 6
		SP:Iteration 95Q (68865.060000 sec): 3 clusters
  Score: Raw -1310129.113534 + Penalty 3081.540923 = -1307047.572611
  nChanged 5
		SP:Iteration 96Q (68865.240000 sec): 3 clusters
  Score: Raw -1310130.586661 + Penalty 3081.540923 = -1307049.045738
  nChanged 4
		SP:Iteration 97Q (68865.450000 sec): 3 clusters
  Score: Raw -1310132.056249 + Penalty 3081.540923 = -1307050.515327
  nChanged 7
		SP:Iteration 98Q (68865.650000 sec): 3 clusters
  Score: Raw -1310134.757799 + Penalty 3081.540923 = -1307053.216876
  nChanged 6
		SP:Iteration 99Q (68865.830000 sec): 3 clusters
  Score: Raw -1310136.326905 + Penalty 3081.540923 = -1307054.785982
  nChanged 4
		SP:Iteration 100F (68866.030000 sec): 3 clusters
  Score: Raw -1310137.166749 + Penalty 3081.540923 = -1307055.625827
  nChanged 2
		SP:Iteration 101Q (68866.220000 sec): 3 clusters
  Score: Raw -1310138.220166 + Penalty 3081.540923 = -1307056.679243
  nChanged 3
		SP:Iteration 102Q (68866.400000 sec): 3 clusters
  Score: Raw -1310139.158427 + Penalty 3081.540923 = -1307057.617504
  nChanged 1
		SP:Iteration 103Q (68866.580000 sec): 3 clusters
  Score: Raw -1310140.201412 + Penalty 3081.540923 = -1307058.660489
  nChanged 4
		SP:Iteration 104Q (68866.760000 sec): 3 clusters
  Score: Raw -1310142.898304 + Penalty 3081.540923 = -1307061.357381
  nChanged 7
		SP:Iteration 105Q (68866.960000 sec): 3 clusters
  Score: Raw -1310146.736844 + Penalty 3081.540923 = -1307065.195921
  nChanged 8
		SP:Iteration 106Q (68867.130000 sec): 3 clusters
  Score: Raw -1310149.420966 + Penalty 3081.540923 = -1307067.880044
  nChanged 3
		SP:Iteration 107Q (68867.320000 sec): 3 clusters
  Score: Raw -1310150.326532 + Penalty 3081.540923 = -1307068.785609
  nChanged 2
		SP:Iteration 108Q (68867.500000 sec): 3 clusters
  Score: Raw -1310150.865339 + Penalty 3081.540923 = -1307069.324416
  nChanged 1
		SP:Iteration 109Q (68867.700000 sec): 3 clusters
  Score: Raw -1310151.001236 + Penalty 3081.540923 = -1307069.460313
  nChanged 0
		SP:Iteration 110F (68867.920000 sec): 3 clusters
  Score: Raw -1310151.001236 + Penalty 3081.540923 = -1307069.460313
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (4854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68868.000000 sec): 2 clusters
  Score: Raw -518713.921045 + Penalty 1379.228238 = -517334.692807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68868.110000 sec): 3 clusters
  Score: Raw -516265.137525 + Penalty 2758.456476 = -513506.681049
  nChanged 1935
		SP:Iteration 1F (68868.190000 sec): 3 clusters
  Score: Raw -517387.534490 + Penalty 2758.456476 = -514629.078014
  nChanged 354
		SP:Iteration 2F (68868.290000 sec): 3 clusters
  Score: Raw -517582.218102 + Penalty 2758.456476 = -514823.761627
  nChanged 256
		SP:Iteration 3F (68868.370000 sec): 3 clusters
  Score: Raw -517714.659078 + Penalty 2758.456476 = -514956.202603
  nChanged 197
		SP:Iteration 4Q (68868.470000 sec): 3 clusters
  Score: Raw -517818.516197 + Penalty 2758.456476 = -515060.059721
  nChanged 154
		SP:Iteration 5Q (68868.560000 sec): 3 clusters
  Score: Raw -517897.710684 + Penalty 2758.456476 = -515139.254208
  nChanged 142
		SP:Iteration 6Q (68868.650000 sec): 3 clusters
  Score: Raw -517963.300707 + Penalty 2758.456476 = -515204.844232
  nChanged 116
		SP:Iteration 7Q (68868.750000 sec): 3 clusters
  Score: Raw -518011.846267 + Penalty 2758.456476 = -515253.389792
  nChanged 119
		SP:Iteration 8Q (68868.840000 sec): 3 clusters
  Score: Raw -518071.487727 + Penalty 2758.456476 = -515313.031251
  nChanged 132
		SP:Iteration 9Q (68868.930000 sec): 3 clusters
  Score: Raw -518133.025982 + Penalty 2758.456476 = -515374.569506
  nChanged 135
		SP:Iteration 10Q (68869.020000 sec): 3 clusters
  Score: Raw -518202.281534 + Penalty 2758.456476 = -515443.825059
  nChanged 119
		SP:Iteration 11Q (68869.110000 sec): 3 clusters
  Score: Raw -518259.233677 + Penalty 2758.456476 = -515500.777201
  nChanged 111
		SP:Iteration 12Q (68869.210000 sec): 3 clusters
  Score: Raw -518304.131142 + Penalty 2758.456476 = -515545.674667
  nChanged 93
		SP:Iteration 13Q (68869.300000 sec): 3 clusters
  Score: Raw -518343.477829 + Penalty 2758.456476 = -515585.021354
  nChanged 99
		SP:Iteration 14Q (68869.390000 sec): 3 clusters
  Score: Raw -518388.675516 + Penalty 2758.456476 = -515630.219040
  nChanged 90
		SP:Iteration 15Q (68869.480000 sec): 3 clusters
  Score: Raw -518422.801705 + Penalty 2758.456476 = -515664.345229
  nChanged 90
		SP:Iteration 16Q (68869.570000 sec): 3 clusters
  Score: Raw -518454.100028 + Penalty 2758.456476 = -515695.643553
  nChanged 71
		SP:Iteration 17Q (68869.670000 sec): 3 clusters
  Score: Raw -518478.747582 + Penalty 2758.456476 = -515720.291107
  nChanged 62
		SP:Iteration 18Q (68869.760000 sec): 3 clusters
  Score: Raw -518498.830205 + Penalty 2758.456476 = -515740.373729
  nChanged 54
		SP:Iteration 19Q (68869.850000 sec): 3 clusters
  Score: Raw -518519.017833 + Penalty 2758.456476 = -515760.561358
  nChanged 54
		SP:Iteration 20F (68869.940000 sec): 3 clusters
  Score: Raw -518536.547938 + Penalty 2758.456476 = -515778.091462
  nChanged 39
		SP:Iteration 21Q (68870.030000 sec): 3 clusters
  Score: Raw -518550.623712 + Penalty 2758.456476 = -515792.167236
  nChanged 37
		SP:Iteration 22Q (68870.130000 sec): 3 clusters
  Score: Raw -518563.711053 + Penalty 2758.456476 = -515805.254577
  nChanged 45
		SP:Iteration 23Q (68870.210000 sec): 3 clusters
  Score: Raw -518578.004958 + Penalty 2758.456476 = -515819.548483
  nChanged 33
		SP:Iteration 24Q (68870.310000 sec): 3 clusters
  Score: Raw -518590.791557 + Penalty 2758.456476 = -515832.335082
  nChanged 39
		SP:Iteration 25Q (68870.400000 sec): 3 clusters
  Score: Raw -518603.103176 + Penalty 2758.456476 = -515844.646700
  nChanged 32
		SP:Iteration 26Q (68870.490000 sec): 3 clusters
  Score: Raw -518612.166367 + Penalty 2758.456476 = -515853.709892
  nChanged 24
		SP:Iteration 27Q (68870.580000 sec): 3 clusters
  Score: Raw -518618.478266 + Penalty 2758.456476 = -515860.021790
  nChanged 16
		SP:Iteration 28Q (68870.670000 sec): 3 clusters
  Score: Raw -518622.628613 + Penalty 2758.456476 = -515864.172137
  nChanged 22
		SP:Iteration 29Q (68870.770000 sec): 3 clusters
  Score: Raw -518628.693384 + Penalty 2758.456476 = -515870.236908
  nChanged 24
		SP:Iteration 30Q (68870.860000 sec): 3 clusters
  Score: Raw -518634.031879 + Penalty 2758.456476 = -515875.575403
  nChanged 23
		SP:Iteration 31Q (68870.950000 sec): 3 clusters
  Score: Raw -518640.547432 + Penalty 2758.456476 = -515882.090957
  nChanged 23
		SP:Iteration 32Q (68871.040000 sec): 3 clusters
  Score: Raw -518650.312819 + Penalty 2758.456476 = -515891.856344
  nChanged 30
		SP:Iteration 33Q (68871.130000 sec): 3 clusters
  Score: Raw -518660.697260 + Penalty 2758.456476 = -515902.240784
  nChanged 22
		SP:Iteration 34Q (68871.220000 sec): 3 clusters
  Score: Raw -518665.829404 + Penalty 2758.456476 = -515907.372928
  nChanged 12
		SP:Iteration 35Q (68871.310000 sec): 3 clusters
  Score: Raw -518668.762537 + Penalty 2758.456476 = -515910.306061
  nChanged 16
		SP:Iteration 36Q (68871.410000 sec): 3 clusters
  Score: Raw -518673.610585 + Penalty 2758.456476 = -515915.154110
  nChanged 17
		SP:Iteration 37Q (68871.490000 sec): 3 clusters
  Score: Raw -518676.973277 + Penalty 2758.456476 = -515918.516802
  nChanged 15
		SP:Iteration 38Q (68871.590000 sec): 3 clusters
  Score: Raw -518680.379347 + Penalty 2758.456476 = -515921.922872
  nChanged 17
		SP:Iteration 39Q (68871.680000 sec): 3 clusters
  Score: Raw -518684.520473 + Penalty 2758.456476 = -515926.063998
  nChanged 19
		SP:Iteration 40F (68871.770000 sec): 3 clusters
  Score: Raw -518688.479539 + Penalty 2758.456476 = -515930.023064
  nChanged 9
		SP:Iteration 41Q (68871.860000 sec): 3 clusters
  Score: Raw -518690.784695 + Penalty 2758.456476 = -515932.328220
  nChanged 12
		SP:Iteration 42Q (68871.950000 sec): 3 clusters
  Score: Raw -518694.385887 + Penalty 2758.456476 = -515935.929411
  nChanged 13
		SP:Iteration 43Q (68872.040000 sec): 3 clusters
  Score: Raw -518697.592436 + Penalty 2758.456476 = -515939.135961
  nChanged 9
		SP:Iteration 44Q (68872.130000 sec): 3 clusters
  Score: Raw -518699.195953 + Penalty 2758.456476 = -515940.739477
  nChanged 11
		SP:Iteration 45Q (68872.230000 sec): 3 clusters
  Score: Raw -518701.748047 + Penalty 2758.456476 = -515943.291571
  nChanged 6
		SP:Iteration 46Q (68872.310000 sec): 3 clusters
  Score: Raw -518702.927857 + Penalty 2758.456476 = -515944.471382
  nChanged 7
		SP:Iteration 47Q (68872.410000 sec): 3 clusters
  Score: Raw -518704.071142 + Penalty 2758.456476 = -515945.614667
  nChanged 3
		SP:Iteration 48Q (68872.500000 sec): 3 clusters
  Score: Raw -518705.264655 + Penalty 2758.456476 = -515946.808179
  nChanged 6
		SP:Iteration 49Q (68872.590000 sec): 3 clusters
  Score: Raw -518706.849344 + Penalty 2758.456476 = -515948.392869
  nChanged 5
		SP:Iteration 50Q (68872.680000 sec): 3 clusters
  Score: Raw -518707.935092 + Penalty 2758.456476 = -515949.478617
  nChanged 6
		SP:Iteration 51Q (68872.770000 sec): 3 clusters
  Score: Raw -518709.278514 + Penalty 2758.456476 = -515950.822038
  nChanged 6
		SP:Iteration 52Q (68872.860000 sec): 3 clusters
  Score: Raw -518710.575270 + Penalty 2758.456476 = -515952.118794
  nChanged 7
		SP:Iteration 53Q (68872.950000 sec): 3 clusters
  Score: Raw -518711.624844 + Penalty 2758.456476 = -515953.168369
  nChanged 4
		SP:Iteration 54Q (68873.040000 sec): 3 clusters
  Score: Raw -518712.342034 + Penalty 2758.456476 = -515953.885559
  nChanged 4
		SP:Iteration 55Q (68873.130000 sec): 3 clusters
  Score: Raw -518713.031471 + Penalty 2758.456476 = -515954.574995
  nChanged 5
		SP:Iteration 56Q (68873.230000 sec): 3 clusters
  Score: Raw -518714.115882 + Penalty 2758.456476 = -515955.659406
  nChanged 5
		SP:Iteration 57Q (68873.320000 sec): 3 clusters
  Score: Raw -518714.919494 + Penalty 2758.456476 = -515956.463019
  nChanged 0
		SP:Iteration 58F (68873.410000 sec): 3 clusters
  Score: Raw -518714.919494 + Penalty 2758.456476 = -515956.463019
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68873.490000 sec): 2 clusters
  Score: Raw -382041.283482 + Penalty 1351.398790 = -380689.884691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68873.580000 sec): 3 clusters
  Score: Raw -380039.862372 + Penalty 2702.797581 = -377337.064791
  nChanged 1589
		SP:Iteration 1F (68873.660000 sec): 3 clusters
  Score: Raw -380979.012986 + Penalty 2702.797581 = -378276.215405
  nChanged 326
		SP:Iteration 2F (68873.740000 sec): 3 clusters
  Score: Raw -381170.974511 + Penalty 2702.797581 = -378468.176930
  nChanged 239
		SP:Iteration 3F (68873.820000 sec): 3 clusters
  Score: Raw -381344.271273 + Penalty 2702.797581 = -378641.473692
  nChanged 250
		SP:Iteration 4F (68873.900000 sec): 3 clusters
  Score: Raw -381500.450781 + Penalty 2702.797581 = -378797.653200
  nChanged 188
		SP:Iteration 5Q (68873.980000 sec): 3 clusters
  Score: Raw -381616.075064 + Penalty 2702.797581 = -378913.277483
  nChanged 153
		SP:Iteration 6Q (68874.060000 sec): 3 clusters
  Score: Raw -381711.046523 + Penalty 2702.797581 = -379008.248942
  nChanged 141
		SP:Iteration 7Q (68874.150000 sec): 3 clusters
  Score: Raw -381787.919352 + Penalty 2702.797581 = -379085.121771
  nChanged 122
		SP:Iteration 8Q (68874.230000 sec): 3 clusters
  Score: Raw -381876.029056 + Penalty 2702.797581 = -379173.231475
  nChanged 107
		SP:Iteration 9Q (68874.310000 sec): 3 clusters
  Score: Raw -381942.026617 + Penalty 2702.797581 = -379239.229036
  nChanged 92
		SP:Iteration 10Q (68874.390000 sec): 3 clusters
  Score: Raw -381994.639227 + Penalty 2702.797581 = -379291.841646
  nChanged 78
		SP:Iteration 11Q (68874.470000 sec): 3 clusters
  Score: Raw -382040.955832 + Penalty 2702.797581 = -379338.158251
  nChanged 53
		SP:Iteration 12Q (68874.550000 sec): 3 clusters
  Score: Raw -382079.371564 + Penalty 2702.797581 = -379376.573983
  nChanged 63
		SP:Iteration 13Q (68874.630000 sec): 3 clusters
  Score: Raw -382116.263046 + Penalty 2702.797581 = -379413.465465
  nChanged 49
		SP:Iteration 14Q (68874.710000 sec): 3 clusters
  Score: Raw -382143.235500 + Penalty 2702.797581 = -379440.437919
  nChanged 42
		SP:Iteration 15Q (68874.790000 sec): 3 clusters
  Score: Raw -382169.229503 + Penalty 2702.797581 = -379466.431922
  nChanged 45
		SP:Iteration 16Q (68874.870000 sec): 3 clusters
  Score: Raw -382193.642363 + Penalty 2702.797581 = -379490.844782
  nChanged 38
		SP:Iteration 17Q (68874.950000 sec): 3 clusters
  Score: Raw -382216.802556 + Penalty 2702.797581 = -379514.004976
  nChanged 36
		SP:Iteration 18Q (68875.030000 sec): 3 clusters
  Score: Raw -382242.578731 + Penalty 2702.797581 = -379539.781150
  nChanged 28
		SP:Iteration 19Q (68875.110000 sec): 3 clusters
  Score: Raw -382261.933475 + Penalty 2702.797581 = -379559.135894
  nChanged 28
		SP:Iteration 20F (68875.190000 sec): 3 clusters
  Score: Raw -382277.131237 + Penalty 2702.797581 = -379574.333656
  nChanged 21
		SP:Iteration 21Q (68875.270000 sec): 3 clusters
  Score: Raw -382287.664828 + Penalty 2702.797581 = -379584.867247
  nChanged 15
		SP:Iteration 22Q (68875.350000 sec): 3 clusters
  Score: Raw -382295.302493 + Penalty 2702.797581 = -379592.504912
  nChanged 12
		SP:Iteration 23Q (68875.430000 sec): 3 clusters
  Score: Raw -382301.398377 + Penalty 2702.797581 = -379598.600797
  nChanged 6
		SP:Iteration 24Q (68875.510000 sec): 3 clusters
  Score: Raw -382305.978253 + Penalty 2702.797581 = -379603.180672
  nChanged 13
		SP:Iteration 25Q (68875.590000 sec): 3 clusters
  Score: Raw -382313.784610 + Penalty 2702.797581 = -379610.987029
  nChanged 12
		SP:Iteration 26Q (68875.670000 sec): 3 clusters
  Score: Raw -382321.839558 + Penalty 2702.797581 = -379619.041977
  nChanged 16
		SP:Iteration 27Q (68875.750000 sec): 3 clusters
  Score: Raw -382331.639729 + Penalty 2702.797581 = -379628.842148
  nChanged 16
		SP:Iteration 28Q (68875.830000 sec): 3 clusters
  Score: Raw -382343.879841 + Penalty 2702.797581 = -379641.082260
  nChanged 22
		SP:Iteration 29Q (68875.900000 sec): 3 clusters
  Score: Raw -382359.188343 + Penalty 2702.797581 = -379656.390762
  nChanged 22
		SP:Iteration 30Q (68875.980000 sec): 3 clusters
  Score: Raw -382372.512656 + Penalty 2702.797581 = -379669.715075
  nChanged 18
		SP:Iteration 31Q (68876.060000 sec): 3 clusters
  Score: Raw -382390.514828 + Penalty 2702.797581 = -379687.717247
  nChanged 20
		SP:Iteration 32Q (68876.140000 sec): 3 clusters
  Score: Raw -382406.522703 + Penalty 2702.797581 = -379703.725122
  nChanged 14
		SP:Iteration 33Q (68876.210000 sec): 3 clusters
  Score: Raw -382422.353929 + Penalty 2702.797581 = -379719.556348
  nChanged 16
		SP:Iteration 34Q (68876.290000 sec): 3 clusters
  Score: Raw -382438.291762 + Penalty 2702.797581 = -379735.494181
  nChanged 18
		SP:Iteration 35Q (68876.370000 sec): 3 clusters
  Score: Raw -382455.238078 + Penalty 2702.797581 = -379752.440497
  nChanged 18
		SP:Iteration 36Q (68876.450000 sec): 3 clusters
  Score: Raw -382471.064695 + Penalty 2702.797581 = -379768.267114
  nChanged 16
		SP:Iteration 37Q (68876.520000 sec): 3 clusters
  Score: Raw -382483.251839 + Penalty 2702.797581 = -379780.454258
  nChanged 17
		SP:Iteration 38Q (68876.600000 sec): 3 clusters
  Score: Raw -382497.861971 + Penalty 2702.797581 = -379795.064390
  nChanged 17
		SP:Iteration 39Q (68876.670000 sec): 3 clusters
  Score: Raw -382511.620189 + Penalty 2702.797581 = -379808.822608
  nChanged 16
		SP:Iteration 40F (68876.760000 sec): 3 clusters
  Score: Raw -382528.644990 + Penalty 2702.797581 = -379825.847409
  nChanged 24
		SP:Iteration 41Q (68876.830000 sec): 3 clusters
  Score: Raw -382561.784725 + Penalty 2702.797581 = -379858.987144
  nChanged 24
		SP:Iteration 42Q (68876.910000 sec): 3 clusters
  Score: Raw -382597.604414 + Penalty 2702.797581 = -379894.806833
  nChanged 27
		SP:Iteration 43Q (68876.980000 sec): 3 clusters
  Score: Raw -382629.883161 + Penalty 2702.797581 = -379927.085580
  nChanged 23
		SP:Iteration 44Q (68877.050000 sec): 3 clusters
  Score: Raw -382649.151932 + Penalty 2702.797581 = -379946.354351
  nChanged 20
		SP:Iteration 45Q (68877.130000 sec): 3 clusters
  Score: Raw -382667.837883 + Penalty 2702.797581 = -379965.040302
  nChanged 17
		SP:Iteration 46Q (68877.210000 sec): 3 clusters
  Score: Raw -382679.361856 + Penalty 2702.797581 = -379976.564275
  nChanged 17
		SP:Iteration 47Q (68877.280000 sec): 3 clusters
  Score: Raw -382690.578974 + Penalty 2702.797581 = -379987.781393
  nChanged 17
		SP:Iteration 48Q (68877.350000 sec): 3 clusters
  Score: Raw -382702.919448 + Penalty 2702.797581 = -380000.121867
  nChanged 18
		SP:Iteration 49Q (68877.430000 sec): 3 clusters
  Score: Raw -382714.383689 + Penalty 2702.797581 = -380011.586108
  nChanged 14
		SP:Iteration 50Q (68877.500000 sec): 3 clusters
  Score: Raw -382724.314382 + Penalty 2702.797581 = -380021.516801
  nChanged 17
		SP:Iteration 51Q (68877.580000 sec): 3 clusters
  Score: Raw -382738.488667 + Penalty 2702.797581 = -380035.691086
  nChanged 23
		SP:Iteration 52Q (68877.650000 sec): 3 clusters
  Score: Raw -382755.562539 + Penalty 2702.797581 = -380052.764958
  nChanged 24
		SP:Iteration 53Q (68877.730000 sec): 3 clusters
  Score: Raw -382781.441442 + Penalty 2702.797581 = -380078.643861
  nChanged 32
		SP:Iteration 54Q (68877.800000 sec): 3 clusters
  Score: Raw -382819.843030 + Penalty 2702.797581 = -380117.045449
  nChanged 41
		SP:Iteration 55Q (68877.870000 sec): 3 clusters
  Score: Raw -382878.560313 + Penalty 2702.797581 = -380175.762732
  nChanged 45
		SP:Iteration 56Q (68877.950000 sec): 3 clusters
  Score: Raw -382931.003692 + Penalty 2702.797581 = -380228.206111
  nChanged 42
		SP:Iteration 57Q (68878.020000 sec): 3 clusters
  Score: Raw -382979.670414 + Penalty 2702.797581 = -380276.872833
  nChanged 31
		SP:Iteration 58Q (68878.100000 sec): 3 clusters
  Score: Raw -383024.543010 + Penalty 2702.797581 = -380321.745429
  nChanged 26
		SP:Iteration 59Q (68878.170000 sec): 3 clusters
  Score: Raw -383049.978791 + Penalty 2702.797581 = -380347.181210
  nChanged 13
		SP:Iteration 60F (68878.250000 sec): 3 clusters
  Score: Raw -383111.636310 + Penalty 2702.797581 = -380408.838729
  nChanged 29
		SP:Iteration 61Q (68878.330000 sec): 3 clusters
  Score: Raw -383174.723802 + Penalty 2702.797581 = -380471.926221
  nChanged 32
		SP:Iteration 62Q (68878.400000 sec): 3 clusters
  Score: Raw -383207.380232 + Penalty 2702.797581 = -380504.582651
  nChanged 27
		SP:Iteration 63Q (68878.470000 sec): 3 clusters
  Score: Raw -383231.649273 + Penalty 2702.797581 = -380528.851692
  nChanged 15
		SP:Iteration 64Q (68878.550000 sec): 3 clusters
  Score: Raw -383243.749854 + Penalty 2702.797581 = -380540.952273
  nChanged 13
		SP:Iteration 65Q (68878.620000 sec): 3 clusters
  Score: Raw -383251.041948 + Penalty 2702.797581 = -380548.244367
  nChanged 9
		SP:Iteration 66Q (68878.690000 sec): 3 clusters
  Score: Raw -383257.191774 + Penalty 2702.797581 = -380554.394193
  nChanged 11
		SP:Iteration 67Q (68878.770000 sec): 3 clusters
  Score: Raw -383261.989895 + Penalty 2702.797581 = -380559.192314
  nChanged 5
		SP:Iteration 68Q (68878.840000 sec): 3 clusters
  Score: Raw -383263.662696 + Penalty 2702.797581 = -380560.865115
  nChanged 2
		SP:Iteration 69Q (68878.910000 sec): 3 clusters
  Score: Raw -383264.203474 + Penalty 2702.797581 = -380561.405893
  nChanged 1
		SP:Iteration 70Q (68878.990000 sec): 3 clusters
  Score: Raw -383264.358034 + Penalty 2702.797581 = -380561.560453
  nChanged 0
		SP:Iteration 71F (68879.070000 sec): 3 clusters
  Score: Raw -383264.358034 + Penalty 2702.797581 = -380561.560453
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68879.260000 sec): 2 clusters
  Score: Raw -1254123.792724 + Penalty 1537.643441 = -1252586.149283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68879.470000 sec): 3 clusters
  Score: Raw -1246631.229635 + Penalty 3075.286881 = -1243555.942754
  nChanged 5661
		SP:Iteration 1F (68879.670000 sec): 3 clusters
  Score: Raw -1249780.580163 + Penalty 3075.286881 = -1246705.293281
  nChanged 872
		SP:Iteration 2F (68879.890000 sec): 3 clusters
  Score: Raw -1250324.804495 + Penalty 3075.286881 = -1247249.517614
  nChanged 874
		SP:Iteration 3F (68880.080000 sec): 3 clusters
  Score: Raw -1250918.350872 + Penalty 3075.286881 = -1247843.063991
  nChanged 864
		SP:Iteration 4F (68880.300000 sec): 3 clusters
  Score: Raw -1251515.523274 + Penalty 3075.286881 = -1248440.236392
  nChanged 829
		SP:Iteration 5F (68880.510000 sec): 3 clusters
  Score: Raw -1252029.320278 + Penalty 3075.286881 = -1248954.033397
  nChanged 701
		SP:Iteration 6F (68880.700000 sec): 3 clusters
  Score: Raw -1252461.479261 + Penalty 3075.286881 = -1249386.192380
  nChanged 595
		SP:Iteration 7Q (68880.910000 sec): 3 clusters
  Score: Raw -1252820.320507 + Penalty 3075.286881 = -1249745.033626
  nChanged 554
		SP:Iteration 8Q (68881.110000 sec): 3 clusters
  Score: Raw -1253124.431958 + Penalty 3075.286881 = -1250049.145077
  nChanged 476
		SP:Iteration 9Q (68881.310000 sec): 3 clusters
  Score: Raw -1253371.712768 + Penalty 3075.286881 = -1250296.425887
  nChanged 405
		SP:Iteration 10Q (68881.510000 sec): 3 clusters
  Score: Raw -1253554.855346 + Penalty 3075.286881 = -1250479.568464
  nChanged 337
		SP:Iteration 11Q (68881.730000 sec): 3 clusters
  Score: Raw -1253703.036394 + Penalty 3075.286881 = -1250627.749512
  nChanged 296
		SP:Iteration 12Q (68881.920000 sec): 3 clusters
  Score: Raw -1253821.845622 + Penalty 3075.286881 = -1250746.558741
  nChanged 270
		SP:Iteration 13Q (68882.120000 sec): 3 clusters
  Score: Raw -1253930.655078 + Penalty 3075.286881 = -1250855.368197
  nChanged 243
		SP:Iteration 14Q (68882.320000 sec): 3 clusters
  Score: Raw -1254035.325613 + Penalty 3075.286881 = -1250960.038732
  nChanged 203
		SP:Iteration 15Q (68882.510000 sec): 3 clusters
  Score: Raw -1254121.373233 + Penalty 3075.286881 = -1251046.086352
  nChanged 184
		SP:Iteration 16Q (68882.710000 sec): 3 clusters
  Score: Raw -1254196.430538 + Penalty 3075.286881 = -1251121.143657
  nChanged 180
		SP:Iteration 17Q (68882.930000 sec): 3 clusters
  Score: Raw -1254263.312899 + Penalty 3075.286881 = -1251188.026018
  nChanged 161
		SP:Iteration 18Q (68883.150000 sec): 3 clusters
  Score: Raw -1254334.329619 + Penalty 3075.286881 = -1251259.042737
  nChanged 139
		SP:Iteration 19Q (68883.340000 sec): 3 clusters
  Score: Raw -1254391.487642 + Penalty 3075.286881 = -1251316.200760
  nChanged 115
		SP:Iteration 20F (68883.540000 sec): 3 clusters
  Score: Raw -1254446.139613 + Penalty 3075.286881 = -1251370.852732
  nChanged 99
		SP:Iteration 21Q (68883.730000 sec): 3 clusters
  Score: Raw -1254491.492542 + Penalty 3075.286881 = -1251416.205661
  nChanged 88
		SP:Iteration 22Q (68883.920000 sec): 3 clusters
  Score: Raw -1254534.568933 + Penalty 3075.286881 = -1251459.282052
  nChanged 67
		SP:Iteration 23Q (68884.140000 sec): 3 clusters
  Score: Raw -1254566.667265 + Penalty 3075.286881 = -1251491.380384
  nChanged 80
		SP:Iteration 24Q (68884.320000 sec): 3 clusters
  Score: Raw -1254595.514187 + Penalty 3075.286881 = -1251520.227306
  nChanged 51
		SP:Iteration 25Q (68884.510000 sec): 3 clusters
  Score: Raw -1254610.829680 + Penalty 3075.286881 = -1251535.542799
  nChanged 37
		SP:Iteration 26Q (68884.700000 sec): 3 clusters
  Score: Raw -1254622.105961 + Penalty 3075.286881 = -1251546.819080
  nChanged 31
		SP:Iteration 27Q (68884.900000 sec): 3 clusters
  Score: Raw -1254630.986704 + Penalty 3075.286881 = -1251555.699822
  nChanged 28
		SP:Iteration 28Q (68885.090000 sec): 3 clusters
  Score: Raw -1254640.027773 + Penalty 3075.286881 = -1251564.740891
  nChanged 28
		SP:Iteration 29Q (68885.280000 sec): 3 clusters
  Score: Raw -1254647.219584 + Penalty 3075.286881 = -1251571.932703
  nChanged 16
		SP:Iteration 30Q (68885.460000 sec): 3 clusters
  Score: Raw -1254652.772725 + Penalty 3075.286881 = -1251577.485844
  nChanged 14
		SP:Iteration 31Q (68885.650000 sec): 3 clusters
  Score: Raw -1254656.411395 + Penalty 3075.286881 = -1251581.124514
  nChanged 11
		SP:Iteration 32Q (68885.860000 sec): 3 clusters
  Score: Raw -1254658.978480 + Penalty 3075.286881 = -1251583.691599
  nChanged 5
		SP:Iteration 33Q (68886.080000 sec): 3 clusters
  Score: Raw -1254660.047801 + Penalty 3075.286881 = -1251584.760920
  nChanged 2
		SP:Iteration 34Q (68886.300000 sec): 3 clusters
  Score: Raw -1254660.990763 + Penalty 3075.286881 = -1251585.703882
  nChanged 4
		SP:Iteration 35Q (68886.480000 sec): 3 clusters
  Score: Raw -1254661.671357 + Penalty 3075.286881 = -1251586.384476
  nChanged 2
		SP:Iteration 36Q (68886.670000 sec): 3 clusters
  Score: Raw -1254662.068492 + Penalty 3075.286881 = -1251586.781611
  nChanged 2
		SP:Iteration 37Q (68886.860000 sec): 3 clusters
  Score: Raw -1254662.255304 + Penalty 3075.286881 = -1251586.968423
  nChanged 1
		SP:Iteration 38Q (68887.070000 sec): 3 clusters
  Score: Raw -1254662.331404 + Penalty 3075.286881 = -1251587.044523
  nChanged 0
		SP:Iteration 39F (68887.250000 sec): 3 clusters
  Score: Raw -1254662.331404 + Penalty 3075.286881 = -1251587.044523
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68887.490000 sec): 2 clusters
  Score: Raw -2153725.865579 + Penalty 1616.329459 = -2152109.536120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68887.760000 sec): 3 clusters
  Score: Raw -2141051.870431 + Penalty 3232.658917 = -2137819.211513
  nChanged 9546
		SP:Iteration 1F (68888.030000 sec): 3 clusters
  Score: Raw -2146396.333278 + Penalty 3232.658917 = -2143163.674361
  nChanged 1102
		SP:Iteration 2F (68888.310000 sec): 3 clusters
  Score: Raw -2146876.996054 + Penalty 3232.658917 = -2143644.337137
  nChanged 1179
		SP:Iteration 3F (68888.560000 sec): 3 clusters
  Score: Raw -2147482.242398 + Penalty 3232.658917 = -2144249.583480
  nChanged 1357
		SP:Iteration 4F (68888.850000 sec): 3 clusters
  Score: Raw -2148388.360401 + Penalty 3232.658917 = -2145155.701484
  nChanged 1595
		SP:Iteration 5F (68889.140000 sec): 3 clusters
  Score: Raw -2149658.657152 + Penalty 3232.658917 = -2146425.998235
  nChanged 1558
		SP:Iteration 6F (68889.420000 sec): 3 clusters
  Score: Raw -2150974.834095 + Penalty 3232.658917 = -2147742.175178
  nChanged 1274
		SP:Iteration 7F (68889.700000 sec): 3 clusters
  Score: Raw -2152022.986563 + Penalty 3232.658917 = -2148790.327646
  nChanged 960
		SP:Iteration 8Q (68890.000000 sec): 3 clusters
  Score: Raw -2152738.514055 + Penalty 3232.658917 = -2149505.855138
  nChanged 630
		SP:Iteration 9Q (68890.300000 sec): 3 clusters
  Score: Raw -2153170.024868 + Penalty 3232.658917 = -2149937.365951
  nChanged 425
		SP:Iteration 10Q (68890.560000 sec): 3 clusters
  Score: Raw -2153438.696146 + Penalty 3232.658917 = -2150206.037228
  nChanged 288
		SP:Iteration 11Q (68890.830000 sec): 3 clusters
  Score: Raw -2153607.700312 + Penalty 3232.658917 = -2150375.041394
  nChanged 191
		SP:Iteration 12Q (68891.110000 sec): 3 clusters
  Score: Raw -2153724.019218 + Penalty 3232.658917 = -2150491.360300
  nChanged 125
		SP:Iteration 13Q (68891.380000 sec): 3 clusters
  Score: Raw -2153788.422095 + Penalty 3232.658917 = -2150555.763178
  nChanged 93
		SP:Iteration 14Q (68891.620000 sec): 3 clusters
  Score: Raw -2153829.944148 + Penalty 3232.658917 = -2150597.285231
  nChanged 61
		SP:Iteration 15Q (68891.890000 sec): 3 clusters
  Score: Raw -2153859.476503 + Penalty 3232.658917 = -2150626.817586
  nChanged 48
		SP:Iteration 16Q (68892.150000 sec): 3 clusters
  Score: Raw -2153880.981305 + Penalty 3232.658917 = -2150648.322388
  nChanged 35
		SP:Iteration 17Q (68892.410000 sec): 3 clusters
  Score: Raw -2153897.315608 + Penalty 3232.658917 = -2150664.656690
  nChanged 29
		SP:Iteration 18Q (68892.670000 sec): 3 clusters
  Score: Raw -2153909.219141 + Penalty 3232.658917 = -2150676.560224
  nChanged 22
		SP:Iteration 19Q (68892.940000 sec): 3 clusters
  Score: Raw -2153919.640540 + Penalty 3232.658917 = -2150686.981623
  nChanged 16
		SP:Iteration 20F (68893.190000 sec): 3 clusters
  Score: Raw -2153927.984230 + Penalty 3232.658917 = -2150695.325313
  nChanged 22
		SP:Iteration 21Q (68893.440000 sec): 3 clusters
  Score: Raw -2153936.847267 + Penalty 3232.658917 = -2150704.188350
  nChanged 18
		SP:Iteration 22Q (68893.680000 sec): 3 clusters
  Score: Raw -2153945.859655 + Penalty 3232.658917 = -2150713.200738
  nChanged 14
		SP:Iteration 23Q (68893.940000 sec): 3 clusters
  Score: Raw -2153952.702221 + Penalty 3232.658917 = -2150720.043304
  nChanged 8
		SP:Iteration 24Q (68894.180000 sec): 3 clusters
  Score: Raw -2153956.061007 + Penalty 3232.658917 = -2150723.402089
  nChanged 6
		SP:Iteration 25Q (68894.440000 sec): 3 clusters
  Score: Raw -2153957.930805 + Penalty 3232.658917 = -2150725.271887
  nChanged 5
		SP:Iteration 26Q (68894.700000 sec): 3 clusters
  Score: Raw -2153959.488689 + Penalty 3232.658917 = -2150726.829772
  nChanged 3
		SP:Iteration 27Q (68894.970000 sec): 3 clusters
  Score: Raw -2153960.210853 + Penalty 3232.658917 = -2150727.551936
  nChanged 2
		SP:Iteration 28Q (68895.240000 sec): 3 clusters
  Score: Raw -2153960.661682 + Penalty 3232.658917 = -2150728.002765
  nChanged 0
		SP:Iteration 29F (68895.520000 sec): 3 clusters
  Score: Raw -2153960.661682 + Penalty 3232.658917 = -2150728.002765
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68895.620000 sec): 2 clusters
  Score: Raw -889226.692544 + Penalty 1468.946484 = -887757.746061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68895.790000 sec): 3 clusters
  Score: Raw -884570.973034 + Penalty 2937.892967 = -881633.080067
  nChanged 3559
		SP:Iteration 1F (68895.920000 sec): 3 clusters
  Score: Raw -886453.623821 + Penalty 2937.892967 = -883515.730854
  nChanged 544
		SP:Iteration 2F (68896.060000 sec): 3 clusters
  Score: Raw -886695.391512 + Penalty 2937.892967 = -883757.498545
  nChanged 409
		SP:Iteration 3Q (68896.200000 sec): 3 clusters
  Score: Raw -886904.700985 + Penalty 2937.892967 = -883966.808018
  nChanged 377
		SP:Iteration 4Q (68896.330000 sec): 3 clusters
  Score: Raw -887141.541486 + Penalty 2937.892967 = -884203.648519
  nChanged 357
		SP:Iteration 5Q (68896.470000 sec): 3 clusters
  Score: Raw -887366.130488 + Penalty 2937.892967 = -884428.237521
  nChanged 332
		SP:Iteration 6Q (68896.610000 sec): 3 clusters
  Score: Raw -887573.774670 + Penalty 2937.892967 = -884635.881703
  nChanged 331
		SP:Iteration 7Q (68896.750000 sec): 3 clusters
  Score: Raw -887778.696606 + Penalty 2937.892967 = -884840.803639
  nChanged 346
		SP:Iteration 8Q (68896.890000 sec): 3 clusters
  Score: Raw -888015.752638 + Penalty 2937.892967 = -885077.859671
  nChanged 319
		SP:Iteration 9Q (68897.030000 sec): 3 clusters
  Score: Raw -888222.608393 + Penalty 2937.892967 = -885284.715426
  nChanged 296
		SP:Iteration 10Q (68897.170000 sec): 3 clusters
  Score: Raw -888421.113017 + Penalty 2937.892967 = -885483.220050
  nChanged 286
		SP:Iteration 11Q (68897.290000 sec): 3 clusters
  Score: Raw -888611.078939 + Penalty 2937.892967 = -885673.185972
  nChanged 279
		SP:Iteration 12Q (68897.420000 sec): 3 clusters
  Score: Raw -888803.164262 + Penalty 2937.892967 = -885865.271295
  nChanged 259
		SP:Iteration 13Q (68897.560000 sec): 3 clusters
  Score: Raw -888981.727261 + Penalty 2937.892967 = -886043.834294
  nChanged 218
		SP:Iteration 14Q (68897.690000 sec): 3 clusters
  Score: Raw -889113.736854 + Penalty 2937.892967 = -886175.843887
  nChanged 181
		SP:Iteration 15Q (68897.830000 sec): 3 clusters
  Score: Raw -889197.948574 + Penalty 2937.892967 = -886260.055607
  nChanged 153
		SP:Iteration 16Q (68897.970000 sec): 3 clusters
  Score: Raw -889269.737432 + Penalty 2937.892967 = -886331.844465
  nChanged 130
		SP:Iteration 17Q (68898.100000 sec): 3 clusters
  Score: Raw -889323.035979 + Penalty 2937.892967 = -886385.143012
  nChanged 97
		SP:Iteration 18Q (68898.240000 sec): 3 clusters
  Score: Raw -889356.648488 + Penalty 2937.892967 = -886418.755521
  nChanged 84
		SP:Iteration 19Q (68898.370000 sec): 3 clusters
  Score: Raw -889388.543936 + Penalty 2937.892967 = -886450.650969
  nChanged 73
		SP:Iteration 20F (68898.500000 sec): 3 clusters
  Score: Raw -889414.023928 + Penalty 2937.892967 = -886476.130961
  nChanged 61
		SP:Iteration 21Q (68898.620000 sec): 3 clusters
  Score: Raw -889430.620459 + Penalty 2937.892967 = -886492.727492
  nChanged 46
		SP:Iteration 22Q (68898.740000 sec): 3 clusters
  Score: Raw -889442.772355 + Penalty 2937.892967 = -886504.879388
  nChanged 45
		SP:Iteration 23Q (68898.880000 sec): 3 clusters
  Score: Raw -889457.747270 + Penalty 2937.892967 = -886519.854303
  nChanged 39
		SP:Iteration 24Q (68899.010000 sec): 3 clusters
  Score: Raw -889473.588959 + Penalty 2937.892967 = -886535.695992
  nChanged 38
		SP:Iteration 25Q (68899.150000 sec): 3 clusters
  Score: Raw -889486.228733 + Penalty 2937.892967 = -886548.335766
  nChanged 35
		SP:Iteration 26Q (68899.280000 sec): 3 clusters
  Score: Raw -889495.204654 + Penalty 2937.892967 = -886557.311687
  nChanged 21
		SP:Iteration 27Q (68899.410000 sec): 3 clusters
  Score: Raw -889499.619741 + Penalty 2937.892967 = -886561.726774
  nChanged 18
		SP:Iteration 28Q (68899.550000 sec): 3 clusters
  Score: Raw -889504.466217 + Penalty 2937.892967 = -886566.573250
  nChanged 16
		SP:Iteration 29Q (68899.680000 sec): 3 clusters
  Score: Raw -889509.214972 + Penalty 2937.892967 = -886571.322004
  nChanged 18
		SP:Iteration 30Q (68899.810000 sec): 3 clusters
  Score: Raw -889512.791135 + Penalty 2937.892967 = -886574.898168
  nChanged 16
		SP:Iteration 31Q (68899.950000 sec): 3 clusters
  Score: Raw -889516.539133 + Penalty 2937.892967 = -886578.646165
  nChanged 12
		SP:Iteration 32Q (68900.070000 sec): 3 clusters
  Score: Raw -889518.480605 + Penalty 2937.892967 = -886580.587637
  nChanged 6
		SP:Iteration 33Q (68900.200000 sec): 3 clusters
  Score: Raw -889519.279461 + Penalty 2937.892967 = -886581.386494
  nChanged 4
		SP:Iteration 34Q (68900.320000 sec): 3 clusters
  Score: Raw -889520.204357 + Penalty 2937.892967 = -886582.311390
  nChanged 6
		SP:Iteration 35Q (68900.440000 sec): 3 clusters
  Score: Raw -889521.146127 + Penalty 2937.892967 = -886583.253160
  nChanged 6
		SP:Iteration 36Q (68900.570000 sec): 3 clusters
  Score: Raw -889522.118452 + Penalty 2937.892967 = -886584.225485
  nChanged 7
		SP:Iteration 37Q (68900.700000 sec): 3 clusters
  Score: Raw -889523.189370 + Penalty 2937.892967 = -886585.296403
  nChanged 5
		SP:Iteration 38Q (68900.840000 sec): 3 clusters
  Score: Raw -889524.408495 + Penalty 2937.892967 = -886586.515528
  nChanged 8
		SP:Iteration 39Q (68900.970000 sec): 3 clusters
  Score: Raw -889526.174390 + Penalty 2937.892967 = -886588.281423
  nChanged 9
		SP:Iteration 40F (68901.100000 sec): 3 clusters
  Score: Raw -889528.610730 + Penalty 2937.892967 = -886590.717762
  nChanged 5
		SP:Iteration 41Q (68901.240000 sec): 3 clusters
  Score: Raw -889529.499957 + Penalty 2937.892967 = -886591.606990
  nChanged 5
		SP:Iteration 42Q (68901.370000 sec): 3 clusters
  Score: Raw -889530.611636 + Penalty 2937.892967 = -886592.718669
  nChanged 7
		SP:Iteration 43Q (68901.500000 sec): 3 clusters
  Score: Raw -889532.352054 + Penalty 2937.892967 = -886594.459087
  nChanged 7
		SP:Iteration 44Q (68901.640000 sec): 3 clusters
  Score: Raw -889533.880734 + Penalty 2937.892967 = -886595.987767
  nChanged 8
		SP:Iteration 45Q (68901.760000 sec): 3 clusters
  Score: Raw -889535.237884 + Penalty 2937.892967 = -886597.344917
  nChanged 12
		SP:Iteration 46Q (68901.890000 sec): 3 clusters
  Score: Raw -889538.454652 + Penalty 2937.892967 = -886600.561684
  nChanged 15
		SP:Iteration 47Q (68902.010000 sec): 3 clusters
  Score: Raw -889542.767324 + Penalty 2937.892967 = -886604.874357
  nChanged 13
		SP:Iteration 48Q (68902.130000 sec): 3 clusters
  Score: Raw -889546.605247 + Penalty 2937.892967 = -886608.712280
  nChanged 15
		SP:Iteration 49Q (68902.260000 sec): 3 clusters
  Score: Raw -889551.291832 + Penalty 2937.892967 = -886613.398864
  nChanged 15
		SP:Iteration 50Q (68902.390000 sec): 3 clusters
  Score: Raw -889556.536606 + Penalty 2937.892967 = -886618.643639
  nChanged 16
		SP:Iteration 51Q (68902.530000 sec): 3 clusters
  Score: Raw -889561.232499 + Penalty 2937.892967 = -886623.339532
  nChanged 13
		SP:Iteration 52Q (68902.660000 sec): 3 clusters
  Score: Raw -889564.482208 + Penalty 2937.892967 = -886626.589241
  nChanged 11
		SP:Iteration 53Q (68902.790000 sec): 3 clusters
  Score: Raw -889567.428922 + Penalty 2937.892967 = -886629.535955
  nChanged 12
		SP:Iteration 54Q (68902.920000 sec): 3 clusters
  Score: Raw -889570.305225 + Penalty 2937.892967 = -886632.412258
  nChanged 8
		SP:Iteration 55Q (68903.060000 sec): 3 clusters
  Score: Raw -889571.878237 + Penalty 2937.892967 = -886633.985270
  nChanged 7
		SP:Iteration 56Q (68903.190000 sec): 3 clusters
  Score: Raw -889575.122295 + Penalty 2937.892967 = -886637.229328
  nChanged 10
		SP:Iteration 57Q (68903.320000 sec): 3 clusters
  Score: Raw -889578.055429 + Penalty 2937.892967 = -886640.162462
  nChanged 9
		SP:Iteration 58Q (68903.460000 sec): 3 clusters
  Score: Raw -889583.010362 + Penalty 2937.892967 = -886645.117395
  nChanged 9
		SP:Iteration 59Q (68903.580000 sec): 3 clusters
  Score: Raw -889585.733070 + Penalty 2937.892967 = -886647.840103
  nChanged 6
		SP:Iteration 60F (68903.700000 sec): 3 clusters
  Score: Raw -889587.528841 + Penalty 2937.892967 = -886649.635873
  nChanged 6
		SP:Iteration 61Q (68903.830000 sec): 3 clusters
  Score: Raw -889589.554554 + Penalty 2937.892967 = -886651.661587
  nChanged 7
		SP:Iteration 62Q (68903.960000 sec): 3 clusters
  Score: Raw -889591.395509 + Penalty 2937.892967 = -886653.502542
  nChanged 7
		SP:Iteration 63Q (68904.100000 sec): 3 clusters
  Score: Raw -889593.821200 + Penalty 2937.892967 = -886655.928233
  nChanged 9
		SP:Iteration 64Q (68904.230000 sec): 3 clusters
  Score: Raw -889595.905709 + Penalty 2937.892967 = -886658.012742
  nChanged 9
		SP:Iteration 65Q (68904.360000 sec): 3 clusters
  Score: Raw -889598.096132 + Penalty 2937.892967 = -886660.203165
  nChanged 3
		SP:Iteration 66Q (68904.500000 sec): 3 clusters
  Score: Raw -889598.827655 + Penalty 2937.892967 = -886660.934688
  nChanged 2
		SP:Iteration 67Q (68904.630000 sec): 3 clusters
  Score: Raw -889599.362189 + Penalty 2937.892967 = -886661.469222
  nChanged 1
		SP:Iteration 68Q (68904.760000 sec): 3 clusters
  Score: Raw -889599.658136 + Penalty 2937.892967 = -886661.765169
  nChanged 0
		SP:Iteration 69F (68904.900000 sec): 3 clusters
  Score: Raw -889599.658136 + Penalty 2937.892967 = -886661.765169
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68905.000000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68905.120000 sec): 3 clusters
  Score: Raw -655154.711331 + Penalty 2842.424364 = -652312.286967
  nChanged 2545
		SP:Iteration 1F (68905.240000 sec): 3 clusters
  Score: Raw -656681.976665 + Penalty 2842.424364 = -653839.552300
  nChanged 492
		SP:Iteration 2F (68905.340000 sec): 3 clusters
  Score: Raw -656984.823795 + Penalty 2842.424364 = -654142.399431
  nChanged 406
		SP:Iteration 3F (68905.460000 sec): 3 clusters
  Score: Raw -657245.710407 + Penalty 2842.424364 = -654403.286043
  nChanged 364
		SP:Iteration 4F (68905.570000 sec): 3 clusters
  Score: Raw -657475.827158 + Penalty 2842.424364 = -654633.402794
  nChanged 317
		SP:Iteration 5F (68905.680000 sec): 3 clusters
  Score: Raw -657671.502109 + Penalty 2842.424364 = -654829.077745
  nChanged 279
		SP:Iteration 6Q (68905.800000 sec): 3 clusters
  Score: Raw -657834.473553 + Penalty 2842.424364 = -654992.049189
  nChanged 259
		SP:Iteration 7Q (68905.910000 sec): 3 clusters
  Score: Raw -658011.603156 + Penalty 2842.424364 = -655169.178792
  nChanged 259
		SP:Iteration 8Q (68906.020000 sec): 3 clusters
  Score: Raw -658210.909183 + Penalty 2842.424364 = -655368.484819
  nChanged 250
		SP:Iteration 9Q (68906.140000 sec): 3 clusters
  Score: Raw -658396.603858 + Penalty 2842.424364 = -655554.179493
  nChanged 202
		SP:Iteration 10Q (68906.250000 sec): 3 clusters
  Score: Raw -658546.178047 + Penalty 2842.424364 = -655703.753683
  nChanged 146
		SP:Iteration 11Q (68906.360000 sec): 3 clusters
  Score: Raw -658658.086746 + Penalty 2842.424364 = -655815.662382
  nChanged 116
		SP:Iteration 12Q (68906.470000 sec): 3 clusters
  Score: Raw -658758.138635 + Penalty 2842.424364 = -655915.714270
  nChanged 89
		SP:Iteration 13Q (68906.580000 sec): 3 clusters
  Score: Raw -658828.809408 + Penalty 2842.424364 = -655986.385044
  nChanged 72
		SP:Iteration 14Q (68906.680000 sec): 3 clusters
  Score: Raw -658876.112406 + Penalty 2842.424364 = -656033.688042
  nChanged 51
		SP:Iteration 15Q (68906.790000 sec): 3 clusters
  Score: Raw -658910.940365 + Penalty 2842.424364 = -656068.516001
  nChanged 43
		SP:Iteration 16Q (68906.900000 sec): 3 clusters
  Score: Raw -658937.189871 + Penalty 2842.424364 = -656094.765507
  nChanged 33
		SP:Iteration 17Q (68907.000000 sec): 3 clusters
  Score: Raw -658956.566606 + Penalty 2842.424364 = -656114.142242
  nChanged 27
		SP:Iteration 18Q (68907.110000 sec): 3 clusters
  Score: Raw -658969.796940 + Penalty 2842.424364 = -656127.372576
  nChanged 17
		SP:Iteration 19Q (68907.210000 sec): 3 clusters
  Score: Raw -658978.091991 + Penalty 2842.424364 = -656135.667626
  nChanged 12
		SP:Iteration 20F (68907.320000 sec): 3 clusters
  Score: Raw -658983.823926 + Penalty 2842.424364 = -656141.399561
  nChanged 9
		SP:Iteration 21Q (68907.430000 sec): 3 clusters
  Score: Raw -658989.278250 + Penalty 2842.424364 = -656146.853885
  nChanged 10
		SP:Iteration 22Q (68907.540000 sec): 3 clusters
  Score: Raw -658993.973408 + Penalty 2842.424364 = -656151.549043
  nChanged 6
		SP:Iteration 23Q (68907.640000 sec): 3 clusters
  Score: Raw -658996.625021 + Penalty 2842.424364 = -656154.200657
  nChanged 3
		SP:Iteration 24Q (68907.740000 sec): 3 clusters
  Score: Raw -658998.006651 + Penalty 2842.424364 = -656155.582287
  nChanged 2
		SP:Iteration 25Q (68907.850000 sec): 3 clusters
  Score: Raw -658998.885048 + Penalty 2842.424364 = -656156.460684
  nChanged 2
		SP:Iteration 26Q (68907.960000 sec): 3 clusters
  Score: Raw -658999.569364 + Penalty 2842.424364 = -656157.145000
  nChanged 2
		SP:Iteration 27Q (68908.060000 sec): 3 clusters
  Score: Raw -659000.769063 + Penalty 2842.424364 = -656158.344699
  nChanged 2
		SP:Iteration 28Q (68908.170000 sec): 3 clusters
  Score: Raw -659002.234374 + Penalty 2842.424364 = -656159.810009
  nChanged 6
		SP:Iteration 29Q (68908.270000 sec): 3 clusters
  Score: Raw -659004.804064 + Penalty 2842.424364 = -656162.379700
  nChanged 5
		SP:Iteration 30Q (68908.380000 sec): 3 clusters
  Score: Raw -659006.281641 + Penalty 2842.424364 = -656163.857277
  nChanged 2
		SP:Iteration 31Q (68908.480000 sec): 3 clusters
  Score: Raw -659007.136421 + Penalty 2842.424364 = -656164.712057
  nChanged 1
		SP:Iteration 32Q (68908.590000 sec): 3 clusters
  Score: Raw -659007.475363 + Penalty 2842.424364 = -656165.050999
  nChanged 1
		SP:Iteration 33Q (68908.690000 sec): 3 clusters
  Score: Raw -659007.573637 + Penalty 2842.424364 = -656165.149272
  nChanged 0
		SP:Iteration 34F (68908.800000 sec): 3 clusters
  Score: Raw -659007.573637 + Penalty 2842.424364 = -656165.149272
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (8593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68908.920000 sec): 2 clusters
  Score: Raw -786192.821062 + Penalty 1472.039270 = -784720.781792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68909.050000 sec): 3 clusters
  Score: Raw -781339.476586 + Penalty 2944.078539 = -778395.398047
  nChanged 3662
		SP:Iteration 1F (68909.190000 sec): 3 clusters
  Score: Raw -783404.264244 + Penalty 2944.078539 = -780460.185705
  nChanged 623
		SP:Iteration 2F (68909.330000 sec): 3 clusters
  Score: Raw -783727.558954 + Penalty 2944.078539 = -780783.480415
  nChanged 513
		SP:Iteration 3F (68909.530000 sec): 3 clusters
  Score: Raw -784043.666824 + Penalty 2944.078539 = -781099.588285
  nChanged 500
		SP:Iteration 4F (68909.720000 sec): 3 clusters
  Score: Raw -784369.543701 + Penalty 2944.078539 = -781425.465162
  nChanged 540
		SP:Iteration 5F (68909.910000 sec): 3 clusters
  Score: Raw -784755.069822 + Penalty 2944.078539 = -781810.991283
  nChanged 533
		SP:Iteration 6F (68910.050000 sec): 3 clusters
  Score: Raw -785154.753265 + Penalty 2944.078539 = -782210.674725
  nChanged 486
		SP:Iteration 7F (68910.190000 sec): 3 clusters
  Score: Raw -785523.176896 + Penalty 2944.078539 = -782579.098357
  nChanged 457
		SP:Iteration 8F (68910.320000 sec): 3 clusters
  Score: Raw -785882.997736 + Penalty 2944.078539 = -782938.919197
  nChanged 365
		SP:Iteration 9Q (68910.450000 sec): 3 clusters
  Score: Raw -786222.394883 + Penalty 2944.078539 = -783278.316344
  nChanged 327
		SP:Iteration 10Q (68910.600000 sec): 3 clusters
  Score: Raw -786537.711788 + Penalty 2944.078539 = -783593.633249
  nChanged 235
		SP:Iteration 11Q (68910.740000 sec): 3 clusters
  Score: Raw -786684.160944 + Penalty 2944.078539 = -783740.082405
  nChanged 143
		SP:Iteration 12Q (68910.870000 sec): 3 clusters
  Score: Raw -786768.929633 + Penalty 2944.078539 = -783824.851094
  nChanged 115
		SP:Iteration 13Q (68911.010000 sec): 3 clusters
  Score: Raw -786822.093019 + Penalty 2944.078539 = -783878.014480
  nChanged 80
		SP:Iteration 14Q (68911.140000 sec): 3 clusters
  Score: Raw -786855.484185 + Penalty 2944.078539 = -783911.405646
  nChanged 63
		SP:Iteration 15Q (68911.270000 sec): 3 clusters
  Score: Raw -786876.176459 + Penalty 2944.078539 = -783932.097920
  nChanged 45
		SP:Iteration 16Q (68911.390000 sec): 3 clusters
  Score: Raw -786889.016678 + Penalty 2944.078539 = -783944.938138
  nChanged 33
		SP:Iteration 17Q (68911.520000 sec): 3 clusters
  Score: Raw -786895.889041 + Penalty 2944.078539 = -783951.810502
  nChanged 24
		SP:Iteration 18Q (68911.660000 sec): 3 clusters
  Score: Raw -786899.642110 + Penalty 2944.078539 = -783955.563570
  nChanged 9
		SP:Iteration 19Q (68911.800000 sec): 3 clusters
  Score: Raw -786900.924518 + Penalty 2944.078539 = -783956.845978
  nChanged 2
		SP:Iteration 20F (68911.940000 sec): 3 clusters
  Score: Raw -786901.487106 + Penalty 2944.078539 = -783957.408567
  nChanged 5
		SP:Iteration 21Q (68912.070000 sec): 3 clusters
  Score: Raw -786902.285484 + Penalty 2944.078539 = -783958.206945
  nChanged 4
		SP:Iteration 22Q (68912.200000 sec): 3 clusters
  Score: Raw -786902.940022 + Penalty 2944.078539 = -783958.861482
  nChanged 1
		SP:Iteration 23Q (68912.330000 sec): 3 clusters
  Score: Raw -786903.006644 + Penalty 2944.078539 = -783958.928105
  nChanged 0
		SP:Iteration 24F (68912.460000 sec): 3 clusters
  Score: Raw -786903.006644 + Penalty 2944.078539 = -783958.928105
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68912.540000 sec): 2 clusters
  Score: Raw -507740.572633 + Penalty 1393.205698 = -506347.366936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68912.690000 sec): 3 clusters
  Score: Raw -505010.559734 + Penalty 2786.411396 = -502224.148338
  nChanged 2070
		SP:Iteration 1F (68912.790000 sec): 3 clusters
  Score: Raw -506224.290066 + Penalty 2786.411396 = -503437.878671
  nChanged 417
		SP:Iteration 2F (68912.890000 sec): 3 clusters
  Score: Raw -506507.362138 + Penalty 2786.411396 = -503720.950742
  nChanged 352
		SP:Iteration 3F (68912.990000 sec): 3 clusters
  Score: Raw -506741.964505 + Penalty 2786.411396 = -503955.553109
  nChanged 298
		SP:Iteration 4F (68913.090000 sec): 3 clusters
  Score: Raw -506951.504410 + Penalty 2786.411396 = -504165.093015
  nChanged 254
		SP:Iteration 5Q (68913.190000 sec): 3 clusters
  Score: Raw -507135.760135 + Penalty 2786.411396 = -504349.348739
  nChanged 236
		SP:Iteration 6Q (68913.290000 sec): 3 clusters
  Score: Raw -507269.961609 + Penalty 2786.411396 = -504483.550213
  nChanged 175
		SP:Iteration 7Q (68913.390000 sec): 3 clusters
  Score: Raw -507360.550957 + Penalty 2786.411396 = -504574.139562
  nChanged 147
		SP:Iteration 8Q (68913.500000 sec): 3 clusters
  Score: Raw -507447.161234 + Penalty 2786.411396 = -504660.749838
  nChanged 148
		SP:Iteration 9Q (68913.600000 sec): 3 clusters
  Score: Raw -507531.751256 + Penalty 2786.411396 = -504745.339860
  nChanged 129
		SP:Iteration 10Q (68913.700000 sec): 3 clusters
  Score: Raw -507598.525625 + Penalty 2786.411396 = -504812.114229
  nChanged 115
		SP:Iteration 11Q (68913.800000 sec): 3 clusters
  Score: Raw -507661.607180 + Penalty 2786.411396 = -504875.195784
  nChanged 99
		SP:Iteration 12Q (68913.900000 sec): 3 clusters
  Score: Raw -507716.828605 + Penalty 2786.411396 = -504930.417210
  nChanged 82
		SP:Iteration 13Q (68914.000000 sec): 3 clusters
  Score: Raw -507768.709199 + Penalty 2786.411396 = -504982.297803
  nChanged 81
		SP:Iteration 14Q (68914.100000 sec): 3 clusters
  Score: Raw -507810.229674 + Penalty 2786.411396 = -505023.818279
  nChanged 67
		SP:Iteration 15Q (68914.200000 sec): 3 clusters
  Score: Raw -507845.200951 + Penalty 2786.411396 = -505058.789555
  nChanged 59
		SP:Iteration 16Q (68914.300000 sec): 3 clusters
  Score: Raw -507884.882255 + Penalty 2786.411396 = -505098.470859
  nChanged 69
		SP:Iteration 17Q (68914.400000 sec): 3 clusters
  Score: Raw -507922.377917 + Penalty 2786.411396 = -505135.966521
  nChanged 48
		SP:Iteration 18Q (68914.500000 sec): 3 clusters
  Score: Raw -507948.437590 + Penalty 2786.411396 = -505162.026194
  nChanged 46
		SP:Iteration 19Q (68914.600000 sec): 3 clusters
  Score: Raw -507969.992406 + Penalty 2786.411396 = -505183.581010
  nChanged 47
		SP:Iteration 20F (68914.700000 sec): 3 clusters
  Score: Raw -507991.469508 + Penalty 2786.411396 = -505205.058113
  nChanged 45
		SP:Iteration 21Q (68914.800000 sec): 3 clusters
  Score: Raw -508014.611978 + Penalty 2786.411396 = -505228.200582
  nChanged 45
		SP:Iteration 22Q (68914.900000 sec): 3 clusters
  Score: Raw -508040.519161 + Penalty 2786.411396 = -505254.107766
  nChanged 37
		SP:Iteration 23Q (68914.990000 sec): 3 clusters
  Score: Raw -508060.145803 + Penalty 2786.411396 = -505273.734408
  nChanged 28
		SP:Iteration 24Q (68915.090000 sec): 3 clusters
  Score: Raw -508070.865405 + Penalty 2786.411396 = -505284.454010
  nChanged 21
		SP:Iteration 25Q (68915.190000 sec): 3 clusters
  Score: Raw -508075.813289 + Penalty 2786.411396 = -505289.401893
  nChanged 17
		SP:Iteration 26Q (68915.280000 sec): 3 clusters
  Score: Raw -508082.686205 + Penalty 2786.411396 = -505296.274809
  nChanged 19
		SP:Iteration 27Q (68915.380000 sec): 3 clusters
  Score: Raw -508091.409017 + Penalty 2786.411396 = -505304.997621
  nChanged 23
		SP:Iteration 28Q (68915.480000 sec): 3 clusters
  Score: Raw -508101.536867 + Penalty 2786.411396 = -505315.125472
  nChanged 22
		SP:Iteration 29Q (68915.580000 sec): 3 clusters
  Score: Raw -508109.994409 + Penalty 2786.411396 = -505323.583013
  nChanged 18
		SP:Iteration 30Q (68915.670000 sec): 3 clusters
  Score: Raw -508116.950542 + Penalty 2786.411396 = -505330.539147
  nChanged 14
		SP:Iteration 31Q (68915.760000 sec): 3 clusters
  Score: Raw -508122.337244 + Penalty 2786.411396 = -505335.925849
  nChanged 11
		SP:Iteration 32Q (68915.860000 sec): 3 clusters
  Score: Raw -508125.747323 + Penalty 2786.411396 = -505339.335928
  nChanged 7
		SP:Iteration 33Q (68915.960000 sec): 3 clusters
  Score: Raw -508127.188820 + Penalty 2786.411396 = -505340.777424
  nChanged 6
		SP:Iteration 34Q (68916.060000 sec): 3 clusters
  Score: Raw -508130.151269 + Penalty 2786.411396 = -505343.739874
  nChanged 9
		SP:Iteration 35Q (68916.150000 sec): 3 clusters
  Score: Raw -508132.885227 + Penalty 2786.411396 = -505346.473831
  nChanged 4
		SP:Iteration 36Q (68916.250000 sec): 3 clusters
  Score: Raw -508134.166893 + Penalty 2786.411396 = -505347.755498
  nChanged 4
		SP:Iteration 37Q (68916.340000 sec): 3 clusters
  Score: Raw -508135.335853 + Penalty 2786.411396 = -505348.924458
  nChanged 7
		SP:Iteration 38Q (68916.440000 sec): 3 clusters
  Score: Raw -508137.090254 + Penalty 2786.411396 = -505350.678858
  nChanged 6
		SP:Iteration 39Q (68916.530000 sec): 3 clusters
  Score: Raw -508138.711234 + Penalty 2786.411396 = -505352.299839
  nChanged 4
		SP:Iteration 40F (68916.630000 sec): 3 clusters
  Score: Raw -508139.273157 + Penalty 2786.411396 = -505352.861762
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68916.690000 sec): 2 clusters
  Score: Raw -112806.420879 + Penalty 1149.956245 = -111656.464634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68916.720000 sec): 3 clusters
  Score: Raw -112363.149293 + Penalty 2299.912490 = -110063.236803
  nChanged 385
		SP:Iteration 1F (68916.740000 sec): 3 clusters
  Score: Raw -112640.605398 + Penalty 2299.912490 = -110340.692908
  nChanged 94
		SP:Iteration 2F (68916.760000 sec): 3 clusters
  Score: Raw -112725.700374 + Penalty 2299.912490 = -110425.787884
  nChanged 48
		SP:Iteration 3Q (68916.790000 sec): 3 clusters
  Score: Raw -112762.994471 + Penalty 2299.912490 = -110463.081981
  nChanged 28
		SP:Iteration 4Q (68916.810000 sec): 3 clusters
  Score: Raw -112787.918609 + Penalty 2299.912490 = -110488.006119
  nChanged 21
		SP:Iteration 5Q (68916.840000 sec): 3 clusters
  Score: Raw -112802.542117 + Penalty 2299.912490 = -110502.629627
  nChanged 7
		SP:Iteration 6Q (68916.860000 sec): 3 clusters
  Score: Raw -112805.934215 + Penalty 2299.912490 = -110506.021725
  nChanged 6
		SP:Iteration 7Q (68916.880000 sec): 3 clusters
  Score: Raw -112811.384047 + Penalty 2299.912490 = -110511.471557
  nChanged 2
		SP:Iteration 8Q (68916.910000 sec): 3 clusters
  Score: Raw -112813.341098 + Penalty 2299.912490 = -110513.428608
  nChanged 4
		SP:Iteration 9Q (68916.930000 sec): 3 clusters
  Score: Raw -112817.895107 + Penalty 2299.912490 = -110517.982617
  nChanged 3
		SP:Iteration 10Q (68916.960000 sec): 3 clusters
  Score: Raw -112819.696021 + Penalty 2299.912490 = -110519.783531
  nChanged 4
		SP:Iteration 11Q (68916.980000 sec): 3 clusters
  Score: Raw -112822.285262 + Penalty 2299.912490 = -110522.372772
  nChanged 3
		SP:Iteration 12Q (68917.000000 sec): 3 clusters
  Score: Raw -112823.996424 + Penalty 2299.912490 = -110524.083934
  nChanged 2
		SP:Iteration 13Q (68917.020000 sec): 3 clusters
  Score: Raw -112825.453243 + Penalty 2299.912490 = -110525.540753
  nChanged 2
		SP:Iteration 14Q (68917.050000 sec): 3 clusters
  Score: Raw -112827.471476 + Penalty 2299.912490 = -110527.558986
  nChanged 6
		SP:Iteration 15Q (68917.070000 sec): 3 clusters
  Score: Raw -112830.999823 + Penalty 2299.912490 = -110531.087333
  nChanged 8
		SP:Iteration 16Q (68917.100000 sec): 3 clusters
  Score: Raw -112836.643132 + Penalty 2299.912490 = -110536.730642
  nChanged 7
		SP:Iteration 17Q (68917.120000 sec): 3 clusters
  Score: Raw -112840.723612 + Penalty 2299.912490 = -110540.811122
  nChanged 3
		SP:Iteration 18Q (68917.140000 sec): 3 clusters
  Score: Raw -112842.437721 + Penalty 2299.912490 = -110542.525231
  nChanged 2
		SP:Iteration 19Q (68917.170000 sec): 3 clusters
  Score: Raw -112845.365014 + Penalty 2299.912490 = -110545.452524
  nChanged 2
		SP:Iteration 20F (68917.190000 sec): 3 clusters
  Score: Raw -112847.004797 + Penalty 2299.912490 = -110547.092307
  nChanged 4
		SP:Iteration 21Q (68917.220000 sec): 3 clusters
  Score: Raw -112848.388600 + Penalty 2299.912490 = -110548.476110
  nChanged 0
		SP:Iteration 22F (68917.240000 sec): 3 clusters
  Score: Raw -112848.388600 + Penalty 2299.912490 = -110548.476110
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68917.310000 sec): 2 clusters
  Score: Raw -254317.985884 + Penalty 1261.560038 = -253056.425846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68917.350000 sec): 3 clusters
  Score: Raw -253243.488694 + Penalty 2523.120076 = -250720.368618
  nChanged 869
		SP:Iteration 1F (68917.400000 sec): 3 clusters
  Score: Raw -253741.218976 + Penalty 2523.120076 = -251218.098900
  nChanged 201
		SP:Iteration 2F (68917.440000 sec): 3 clusters
  Score: Raw -253883.388274 + Penalty 2523.120076 = -251360.268197
  nChanged 148
		SP:Iteration 3F (68917.480000 sec): 3 clusters
  Score: Raw -253991.635191 + Penalty 2523.120076 = -251468.515114
  nChanged 135
		SP:Iteration 4F (68917.530000 sec): 3 clusters
  Score: Raw -254103.937101 + Penalty 2523.120076 = -251580.817025
  nChanged 126
		SP:Iteration 5F (68917.570000 sec): 3 clusters
  Score: Raw -254207.464533 + Penalty 2523.120076 = -251684.344456
  nChanged 103
		SP:Iteration 6Q (68917.620000 sec): 3 clusters
  Score: Raw -254293.127150 + Penalty 2523.120076 = -251770.007074
  nChanged 93
		SP:Iteration 7Q (68917.660000 sec): 3 clusters
  Score: Raw -254375.885389 + Penalty 2523.120076 = -251852.765313
  nChanged 91
		SP:Iteration 8Q (68917.710000 sec): 3 clusters
  Score: Raw -254453.217158 + Penalty 2523.120076 = -251930.097082
  nChanged 71
		SP:Iteration 9Q (68917.750000 sec): 3 clusters
  Score: Raw -254511.959268 + Penalty 2523.120076 = -251988.839191
  nChanged 55
		SP:Iteration 10Q (68917.800000 sec): 3 clusters
  Score: Raw -254554.074803 + Penalty 2523.120076 = -252030.954727
  nChanged 39
		SP:Iteration 11Q (68917.840000 sec): 3 clusters
  Score: Raw -254579.362986 + Penalty 2523.120076 = -252056.242910
  nChanged 27
		SP:Iteration 12Q (68917.890000 sec): 3 clusters
  Score: Raw -254593.674112 + Penalty 2523.120076 = -252070.554035
  nChanged 13
		SP:Iteration 13Q (68917.930000 sec): 3 clusters
  Score: Raw -254600.050811 + Penalty 2523.120076 = -252076.930734
  nChanged 9
		SP:Iteration 14Q (68917.980000 sec): 3 clusters
  Score: Raw -254605.402386 + Penalty 2523.120076 = -252082.282310
  nChanged 7
		SP:Iteration 15Q (68918.020000 sec): 3 clusters
  Score: Raw -254609.496908 + Penalty 2523.120076 = -252086.376831
  nChanged 7
		SP:Iteration 16Q (68918.070000 sec): 3 clusters
  Score: Raw -254612.603337 + Penalty 2523.120076 = -252089.483261
  nChanged 6
		SP:Iteration 17Q (68918.120000 sec): 3 clusters
  Score: Raw -254615.735972 + Penalty 2523.120076 = -252092.615895
  nChanged 6
		SP:Iteration 18Q (68918.160000 sec): 3 clusters
  Score: Raw -254619.663913 + Penalty 2523.120076 = -252096.543837
  nChanged 10
		SP:Iteration 19Q (68918.210000 sec): 3 clusters
  Score: Raw -254623.731130 + Penalty 2523.120076 = -252100.611054
  nChanged 5
		SP:Iteration 20F (68918.250000 sec): 3 clusters
  Score: Raw -254626.099704 + Penalty 2523.120076 = -252102.979628
  nChanged 4
		SP:Iteration 21Q (68918.300000 sec): 3 clusters
  Score: Raw -254628.536524 + Penalty 2523.120076 = -252105.416448
  nChanged 3
		SP:Iteration 22Q (68918.340000 sec): 3 clusters
  Score: Raw -254629.613902 + Penalty 2523.120076 = -252106.493826
  nChanged 3
		SP:Iteration 23Q (68918.390000 sec): 3 clusters
  Score: Raw -254630.411997 + Penalty 2523.120076 = -252107.291920
  nChanged 1
		SP:Iteration 24Q (68918.430000 sec): 3 clusters
  Score: Raw -254631.070056 + Penalty 2523.120076 = -252107.949980
  nChanged 2
		SP:Iteration 25Q (68918.480000 sec): 3 clusters
  Score: Raw -254631.678037 + Penalty 2523.120076 = -252108.557961
  nChanged 1
		SP:Iteration 26Q (68918.520000 sec): 3 clusters
  Score: Raw -254632.023030 + Penalty 2523.120076 = -252108.902953
  nChanged 0
		SP:Iteration 27F (68918.570000 sec): 3 clusters
  Score: Raw -254632.023030 + Penalty 2523.120076 = -252108.902953
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68918.640000 sec): 2 clusters
  Score: Raw -246462.177130 + Penalty 1278.964025 = -245183.213105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68918.680000 sec): 3 clusters
  Score: Raw -245273.903324 + Penalty 2557.928049 = -242715.975275
  nChanged 962
		SP:Iteration 1F (68918.740000 sec): 3 clusters
  Score: Raw -245879.307295 + Penalty 2557.928049 = -243321.379245
  nChanged 228
		SP:Iteration 2F (68918.790000 sec): 3 clusters
  Score: Raw -246043.460072 + Penalty 2557.928049 = -243485.532023
  nChanged 145
		SP:Iteration 3F (68918.840000 sec): 3 clusters
  Score: Raw -246133.545132 + Penalty 2557.928049 = -243575.617082
  nChanged 96
		SP:Iteration 4Q (68918.890000 sec): 3 clusters
  Score: Raw -246182.726843 + Penalty 2557.928049 = -243624.798793
  nChanged 63
		SP:Iteration 5Q (68918.940000 sec): 3 clusters
  Score: Raw -246210.679344 + Penalty 2557.928049 = -243652.751295
  nChanged 44
		SP:Iteration 6Q (68918.990000 sec): 3 clusters
  Score: Raw -246229.554904 + Penalty 2557.928049 = -243671.626854
  nChanged 31
		SP:Iteration 7Q (68919.040000 sec): 3 clusters
  Score: Raw -246246.600707 + Penalty 2557.928049 = -243688.672657
  nChanged 35
		SP:Iteration 8Q (68919.100000 sec): 3 clusters
  Score: Raw -246262.482720 + Penalty 2557.928049 = -243704.554670
  nChanged 29
		SP:Iteration 9Q (68919.140000 sec): 3 clusters
  Score: Raw -246274.562204 + Penalty 2557.928049 = -243716.634154
  nChanged 25
		SP:Iteration 10Q (68919.200000 sec): 3 clusters
  Score: Raw -246285.434416 + Penalty 2557.928049 = -243727.506367
  nChanged 17
		SP:Iteration 11Q (68919.250000 sec): 3 clusters
  Score: Raw -246293.755625 + Penalty 2557.928049 = -243735.827576
  nChanged 28
		SP:Iteration 12Q (68919.300000 sec): 3 clusters
  Score: Raw -246306.416874 + Penalty 2557.928049 = -243748.488824
  nChanged 29
		SP:Iteration 13Q (68919.350000 sec): 3 clusters
  Score: Raw -246318.772800 + Penalty 2557.928049 = -243760.844751
  nChanged 32
		SP:Iteration 14Q (68919.400000 sec): 3 clusters
  Score: Raw -246334.093013 + Penalty 2557.928049 = -243776.164963
  nChanged 33
		SP:Iteration 15Q (68919.450000 sec): 3 clusters
  Score: Raw -246349.282922 + Penalty 2557.928049 = -243791.354873
  nChanged 26
		SP:Iteration 16Q (68919.500000 sec): 3 clusters
  Score: Raw -246360.938085 + Penalty 2557.928049 = -243803.010036
  nChanged 29
		SP:Iteration 17Q (68919.550000 sec): 3 clusters
  Score: Raw -246372.502865 + Penalty 2557.928049 = -243814.574816
  nChanged 23
		SP:Iteration 18Q (68919.600000 sec): 3 clusters
  Score: Raw -246382.149093 + Penalty 2557.928049 = -243824.221043
  nChanged 26
		SP:Iteration 19Q (68919.650000 sec): 3 clusters
  Score: Raw -246395.854988 + Penalty 2557.928049 = -243837.926939
  nChanged 36
		SP:Iteration 20F (68919.700000 sec): 3 clusters
  Score: Raw -246416.966521 + Penalty 2557.928049 = -243859.038472
  nChanged 24
		SP:Iteration 21Q (68919.750000 sec): 3 clusters
  Score: Raw -246428.773065 + Penalty 2557.928049 = -243870.845016
  nChanged 23
		SP:Iteration 22Q (68919.800000 sec): 3 clusters
  Score: Raw -246442.126034 + Penalty 2557.928049 = -243884.197985
  nChanged 20
		SP:Iteration 23Q (68919.860000 sec): 3 clusters
  Score: Raw -246453.664374 + Penalty 2557.928049 = -243895.736324
  nChanged 19
		SP:Iteration 24Q (68919.910000 sec): 3 clusters
  Score: Raw -246464.322616 + Penalty 2557.928049 = -243906.394566
  nChanged 11
		SP:Iteration 25Q (68919.960000 sec): 3 clusters
  Score: Raw -246468.376388 + Penalty 2557.928049 = -243910.448339
  nChanged 8
		SP:Iteration 26Q (68920.010000 sec): 3 clusters
  Score: Raw -246471.870250 + Penalty 2557.928049 = -243913.942201
  nChanged 8
		SP:Iteration 27Q (68920.060000 sec): 3 clusters
  Score: Raw -246476.959326 + Penalty 2557.928049 = -243919.031277
  nChanged 7
		SP:Iteration 28Q (68920.110000 sec): 3 clusters
  Score: Raw -246480.791132 + Penalty 2557.928049 = -243922.863082
  nChanged 7
		SP:Iteration 29Q (68920.160000 sec): 3 clusters
  Score: Raw -246486.200122 + Penalty 2557.928049 = -243928.272073
  nChanged 12
		SP:Iteration 30Q (68920.210000 sec): 3 clusters
  Score: Raw -246494.729646 + Penalty 2557.928049 = -243936.801597
  nChanged 15
		SP:Iteration 31Q (68920.260000 sec): 3 clusters
  Score: Raw -246504.002307 + Penalty 2557.928049 = -243946.074258
  nChanged 15
		SP:Iteration 32Q (68920.310000 sec): 3 clusters
  Score: Raw -246512.509114 + Penalty 2557.928049 = -243954.581065
  nChanged 14
		SP:Iteration 33Q (68920.360000 sec): 3 clusters
  Score: Raw -246519.773704 + Penalty 2557.928049 = -243961.845655
  nChanged 9
		SP:Iteration 34Q (68920.410000 sec): 3 clusters
  Score: Raw -246524.059496 + Penalty 2557.928049 = -243966.131447
  nChanged 8
		SP:Iteration 35Q (68920.460000 sec): 3 clusters
  Score: Raw -246530.442560 + Penalty 2557.928049 = -243972.514511
  nChanged 8
		SP:Iteration 36Q (68920.510000 sec): 3 clusters
  Score: Raw -246534.205122 + Penalty 2557.928049 = -243976.277073
  nChanged 8
		SP:Iteration 37Q (68920.560000 sec): 3 clusters
  Score: Raw -246539.250300 + Penalty 2557.928049 = -243981.322251
  nChanged 2
		SP:Iteration 38Q (68920.620000 sec): 3 clusters
  Score: Raw -246540.615648 + Penalty 2557.928049 = -243982.687598
  nChanged 4
		SP:Iteration 39Q (68920.660000 sec): 3 clusters
  Score: Raw -246544.008554 + Penalty 2557.928049 = -243986.080504
  nChanged 5
		SP:Iteration 40F (68920.720000 sec): 3 clusters
  Score: Raw -246545.750717 + Penalty 2557.928049 = -243987.822667
  nChanged 3
		SP:Iteration 41Q (68920.760000 sec): 3 clusters
  Score: Raw -246546.847477 + Penalty 2557.928049 = -243988.919427
  nChanged 0
		SP:Iteration 42F (68920.810000 sec): 3 clusters
  Score: Raw -246546.847477 + Penalty 2557.928049 = -243988.919427
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (4753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68920.890000 sec): 2 clusters
  Score: Raw -449443.263466 + Penalty 1375.811332 = -448067.452133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68920.980000 sec): 3 clusters
  Score: Raw -447011.016285 + Penalty 2751.622665 = -444259.393620
  nChanged 1948
		SP:Iteration 1F (68921.080000 sec): 3 clusters
  Score: Raw -448179.288498 + Penalty 2751.622665 = -445427.665833
  nChanged 377
		SP:Iteration 2F (68921.160000 sec): 3 clusters
  Score: Raw -448392.650665 + Penalty 2751.622665 = -445641.028000
  nChanged 278
		SP:Iteration 3F (68921.250000 sec): 3 clusters
  Score: Raw -448546.276294 + Penalty 2751.622665 = -445794.653629
  nChanged 200
		SP:Iteration 4Q (68921.340000 sec): 3 clusters
  Score: Raw -448654.345107 + Penalty 2751.622665 = -445902.722443
  nChanged 172
		SP:Iteration 5Q (68921.430000 sec): 3 clusters
  Score: Raw -448738.468298 + Penalty 2751.622665 = -445986.845633
  nChanged 163
		SP:Iteration 6Q (68921.520000 sec): 3 clusters
  Score: Raw -448820.105856 + Penalty 2751.622665 = -446068.483191
  nChanged 158
		SP:Iteration 7Q (68921.620000 sec): 3 clusters
  Score: Raw -448900.639358 + Penalty 2751.622665 = -446149.016693
  nChanged 139
		SP:Iteration 8Q (68921.710000 sec): 3 clusters
  Score: Raw -448976.611630 + Penalty 2751.622665 = -446224.988966
  nChanged 144
		SP:Iteration 9Q (68921.800000 sec): 3 clusters
  Score: Raw -449047.321006 + Penalty 2751.622665 = -446295.698341
  nChanged 123
		SP:Iteration 10Q (68921.890000 sec): 3 clusters
  Score: Raw -449100.942898 + Penalty 2751.622665 = -446349.320233
  nChanged 102
		SP:Iteration 11Q (68921.980000 sec): 3 clusters
  Score: Raw -449146.627796 + Penalty 2751.622665 = -446395.005131
  nChanged 86
		SP:Iteration 12Q (68922.070000 sec): 3 clusters
  Score: Raw -449183.071307 + Penalty 2751.622665 = -446431.448642
  nChanged 73
		SP:Iteration 13Q (68922.160000 sec): 3 clusters
  Score: Raw -449209.703927 + Penalty 2751.622665 = -446458.081262
  nChanged 52
		SP:Iteration 14Q (68922.250000 sec): 3 clusters
  Score: Raw -449225.046584 + Penalty 2751.622665 = -446473.423919
  nChanged 31
		SP:Iteration 15Q (68922.350000 sec): 3 clusters
  Score: Raw -449236.344608 + Penalty 2751.622665 = -446484.721943
  nChanged 35
		SP:Iteration 16Q (68922.440000 sec): 3 clusters
  Score: Raw -449247.434663 + Penalty 2751.622665 = -446495.811998
  nChanged 33
		SP:Iteration 17Q (68922.530000 sec): 3 clusters
  Score: Raw -449261.349595 + Penalty 2751.622665 = -446509.726930
  nChanged 30
		SP:Iteration 18Q (68922.620000 sec): 3 clusters
  Score: Raw -449273.358162 + Penalty 2751.622665 = -446521.735497
  nChanged 29
		SP:Iteration 19Q (68922.710000 sec): 3 clusters
  Score: Raw -449285.148827 + Penalty 2751.622665 = -446533.526162
  nChanged 34
		SP:Iteration 20F (68922.800000 sec): 3 clusters
  Score: Raw -449298.157612 + Penalty 2751.622665 = -446546.534948
  nChanged 27
		SP:Iteration 21Q (68922.890000 sec): 3 clusters
  Score: Raw -449306.780732 + Penalty 2751.622665 = -446555.158067
  nChanged 22
		SP:Iteration 22Q (68922.980000 sec): 3 clusters
  Score: Raw -449314.719708 + Penalty 2751.622665 = -446563.097043
  nChanged 27
		SP:Iteration 23Q (68923.070000 sec): 3 clusters
  Score: Raw -449324.796841 + Penalty 2751.622665 = -446573.174176
  nChanged 34
		SP:Iteration 24Q (68923.160000 sec): 3 clusters
  Score: Raw -449336.299930 + Penalty 2751.622665 = -446584.677265
  nChanged 28
		SP:Iteration 25Q (68923.250000 sec): 3 clusters
  Score: Raw -449345.274795 + Penalty 2751.622665 = -446593.652130
  nChanged 19
		SP:Iteration 26Q (68923.340000 sec): 3 clusters
  Score: Raw -449350.415970 + Penalty 2751.622665 = -446598.793306
  nChanged 13
		SP:Iteration 27Q (68923.430000 sec): 3 clusters
  Score: Raw -449353.962223 + Penalty 2751.622665 = -446602.339559
  nChanged 12
		SP:Iteration 28Q (68923.530000 sec): 3 clusters
  Score: Raw -449359.187349 + Penalty 2751.622665 = -446607.564685
  nChanged 14
		SP:Iteration 29Q (68923.610000 sec): 3 clusters
  Score: Raw -449363.552657 + Penalty 2751.622665 = -446611.929993
  nChanged 13
		SP:Iteration 30Q (68923.710000 sec): 3 clusters
  Score: Raw -449368.803202 + Penalty 2751.622665 = -446617.180537
  nChanged 12
		SP:Iteration 31Q (68923.800000 sec): 3 clusters
  Score: Raw -449373.534426 + Penalty 2751.622665 = -446621.911761
  nChanged 14
		SP:Iteration 32Q (68923.890000 sec): 3 clusters
  Score: Raw -449379.205906 + Penalty 2751.622665 = -446627.583241
  nChanged 13
		SP:Iteration 33Q (68923.980000 sec): 3 clusters
  Score: Raw -449384.084631 + Penalty 2751.622665 = -446632.461966
  nChanged 10
		SP:Iteration 34Q (68924.070000 sec): 3 clusters
  Score: Raw -449386.273744 + Penalty 2751.622665 = -446634.651080
  nChanged 4
		SP:Iteration 35Q (68924.160000 sec): 3 clusters
  Score: Raw -449387.593665 + Penalty 2751.622665 = -446635.971000
  nChanged 3
		SP:Iteration 36Q (68924.250000 sec): 3 clusters
  Score: Raw -449388.158015 + Penalty 2751.622665 = -446636.535350
  nChanged 4
		SP:Iteration 37Q (68924.340000 sec): 3 clusters
  Score: Raw -449389.506568 + Penalty 2751.622665 = -446637.883903
  nChanged 6
		SP:Iteration 38Q (68924.430000 sec): 3 clusters
  Score: Raw -449391.011728 + Penalty 2751.622665 = -446639.389063
  nChanged 7
		SP:Iteration 39Q (68924.520000 sec): 3 clusters
  Score: Raw -449393.123117 + Penalty 2751.622665 = -446641.500452
  nChanged 11
		SP:Iteration 40F (68924.610000 sec): 3 clusters
  Score: Raw -449396.766469 + Penalty 2751.622665 = -446645.143804
  nChanged 10
		SP:Iteration 41Q (68924.700000 sec): 3 clusters
  Score: Raw -449399.178630 + Penalty 2751.622665 = -446647.555965
  nChanged 5
		SP:Iteration 42Q (68924.790000 sec): 3 clusters
  Score: Raw -449401.109624 + Penalty 2751.622665 = -446649.486959
  nChanged 6
		SP:Iteration 43Q (68924.880000 sec): 3 clusters
  Score: Raw -449403.181529 + Penalty 2751.622665 = -446651.558864
  nChanged 5
		SP:Iteration 44Q (68924.970000 sec): 3 clusters
  Score: Raw -449404.186588 + Penalty 2751.622665 = -446652.563923
  nChanged 2
		SP:Iteration 45Q (68925.060000 sec): 3 clusters
  Score: Raw -449404.627823 + Penalty 2751.622665 = -446653.005158
  nChanged 3
		SP:Iteration 46Q (68925.150000 sec): 3 clusters
  Score: Raw -449405.545266 + Penalty 2751.622665 = -446653.922601
  nChanged 6
		SP:Iteration 47Q (68925.240000 sec): 3 clusters
  Score: Raw -449406.743196 + Penalty 2751.622665 = -446655.120531
  nChanged 4
		SP:Iteration 48Q (68925.330000 sec): 3 clusters
  Score: Raw -449408.088416 + Penalty 2751.622665 = -446656.465751
  nChanged 2
		SP:Iteration 49Q (68925.420000 sec): 3 clusters
  Score: Raw -449408.733039 + Penalty 2751.622665 = -446657.110374
  nChanged 2
		SP:Iteration 50Q (68925.510000 sec): 3 clusters
  Score: Raw -449409.441164 + Penalty 2751.622665 = -446657.818499
  nChanged 2
		SP:Iteration 51Q (68925.610000 sec): 3 clusters
  Score: Raw -449409.835893 + Penalty 2751.622665 = -446658.213228
  nChanged 2
		SP:Iteration 52Q (68925.690000 sec): 3 clusters
  Score: Raw -449410.953603 + Penalty 2751.622665 = -446659.330938
  nChanged 3
		SP:Iteration 53Q (68925.790000 sec): 3 clusters
  Score: Raw -449412.173532 + Penalty 2751.622665 = -446660.550867
  nChanged 4
		SP:Iteration 54Q (68925.880000 sec): 3 clusters
  Score: Raw -449413.871361 + Penalty 2751.622665 = -446662.248696
  nChanged 6
		SP:Iteration 55Q (68925.970000 sec): 3 clusters
  Score: Raw -449416.217803 + Penalty 2751.622665 = -446664.595138
  nChanged 9
		SP:Iteration 56Q (68926.060000 sec): 3 clusters
  Score: Raw -449418.526284 + Penalty 2751.622665 = -446666.903619
  nChanged 4
		SP:Iteration 57Q (68926.150000 sec): 3 clusters
  Score: Raw -449419.260768 + Penalty 2751.622665 = -446667.638103
  nChanged 3
		SP:Iteration 58Q (68926.240000 sec): 3 clusters
  Score: Raw -449419.979664 + Penalty 2751.622665 = -446668.356999
  nChanged 1
		SP:Iteration 59Q (68926.330000 sec): 3 clusters
  Score: Raw -449420.488653 + Penalty 2751.622665 = -446668.865988
  nChanged 1
		SP:Iteration 60F (68926.420000 sec): 3 clusters
  Score: Raw -449420.568480 + Penalty 2751.622665 = -446668.945815
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68926.470000 sec): 2 clusters
  Score: Raw -76063.210449 + Penalty 1107.363221 = -74955.847228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68926.490000 sec): 3 clusters
  Score: Raw -75855.811548 + Penalty 2214.726442 = -73641.085107
  nChanged 275
		SP:Iteration 1F (68926.510000 sec): 3 clusters
  Score: Raw -76193.966775 + Penalty 2214.726442 = -73979.240333
  nChanged 72
		SP:Iteration 2F (68926.530000 sec): 3 clusters
  Score: Raw -76331.933866 + Penalty 2214.726442 = -74117.207424
  nChanged 59
		SP:Iteration 3F (68926.550000 sec): 3 clusters
  Score: Raw -76449.552579 + Penalty 2214.726442 = -74234.826137
  nChanged 48
		SP:Iteration 4F (68926.570000 sec): 3 clusters
  Score: Raw -76526.025412 + Penalty 2214.726442 = -74311.298970
  nChanged 32
		SP:Iteration 5Q (68926.580000 sec): 3 clusters
  Score: Raw -76566.631350 + Penalty 2214.726442 = -74351.904909
  nChanged 26
		SP:Iteration 6Q (68926.600000 sec): 3 clusters
  Score: Raw -76600.227892 + Penalty 2214.726442 = -74385.501450
  nChanged 23
		SP:Iteration 7Q (68926.620000 sec): 3 clusters
  Score: Raw -76631.301722 + Penalty 2214.726442 = -74416.575280
  nChanged 12
		SP:Iteration 8Q (68926.640000 sec): 3 clusters
  Score: Raw -76642.366612 + Penalty 2214.726442 = -74427.640170
  nChanged 7
		SP:Iteration 9Q (68926.650000 sec): 3 clusters
  Score: Raw -76649.710538 + Penalty 2214.726442 = -74434.984097
  nChanged 6
		SP:Iteration 10Q (68926.670000 sec): 3 clusters
  Score: Raw -76665.306024 + Penalty 2214.726442 = -74450.579583
  nChanged 9
		SP:Iteration 11Q (68926.690000 sec): 3 clusters
  Score: Raw -76673.672319 + Penalty 2214.726442 = -74458.945878
  nChanged 8
		SP:Iteration 12Q (68926.710000 sec): 3 clusters
  Score: Raw -76684.510299 + Penalty 2214.726442 = -74469.783858
  nChanged 3
		SP:Iteration 13Q (68926.720000 sec): 3 clusters
  Score: Raw -76690.163635 + Penalty 2214.726442 = -74475.437194
  nChanged 4
		SP:Iteration 14Q (68926.740000 sec): 3 clusters
  Score: Raw -76694.464546 + Penalty 2214.726442 = -74479.738104
  nChanged 2
		SP:Iteration 15Q (68926.760000 sec): 3 clusters
  Score: Raw -76695.901567 + Penalty 2214.726442 = -74481.175125
  nChanged 2
		SP:Iteration 16Q (68926.780000 sec): 3 clusters
  Score: Raw -76699.572046 + Penalty 2214.726442 = -74484.845604
  nChanged 2
		SP:Iteration 17Q (68926.800000 sec): 3 clusters
  Score: Raw -76701.073650 + Penalty 2214.726442 = -74486.347208
  nChanged 1
		SP:Iteration 18Q (68926.810000 sec): 3 clusters
  Score: Raw -76702.183143 + Penalty 2214.726442 = -74487.456701
  nChanged 0
		SP:Iteration 19F (68926.830000 sec): 3 clusters
  Score: Raw -76702.183143 + Penalty 2214.726442 = -74487.456701
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (11755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68926.990000 sec): 2 clusters
  Score: Raw -1232062.366777 + Penalty 1522.955519 = -1230539.411258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68927.180000 sec): 3 clusters
  Score: Raw -1225256.581971 + Penalty 3045.911037 = -1222210.670934
  nChanged 5159
		SP:Iteration 1F (68927.370000 sec): 3 clusters
  Score: Raw -1227993.494064 + Penalty 3045.911037 = -1224947.583026
  nChanged 685
		SP:Iteration 2F (68927.530000 sec): 3 clusters
  Score: Raw -1228266.495207 + Penalty 3045.911037 = -1225220.584170
  nChanged 543
		SP:Iteration 3Q (68927.740000 sec): 3 clusters
  Score: Raw -1228465.823339 + Penalty 3045.911037 = -1225419.912302
  nChanged 452
		SP:Iteration 4Q (68927.920000 sec): 3 clusters
  Score: Raw -1228632.111932 + Penalty 3045.911037 = -1225586.200895
  nChanged 418
		SP:Iteration 5Q (68928.090000 sec): 3 clusters
  Score: Raw -1228780.652671 + Penalty 3045.911037 = -1225734.741634
  nChanged 389
		SP:Iteration 6Q (68928.280000 sec): 3 clusters
  Score: Raw -1228919.501865 + Penalty 3045.911037 = -1225873.590827
  nChanged 361
		SP:Iteration 7Q (68928.460000 sec): 3 clusters
  Score: Raw -1229051.127543 + Penalty 3045.911037 = -1226005.216506
  nChanged 360
		SP:Iteration 8Q (68928.640000 sec): 3 clusters
  Score: Raw -1229198.095688 + Penalty 3045.911037 = -1226152.184651
  nChanged 369
		SP:Iteration 9Q (68928.830000 sec): 3 clusters
  Score: Raw -1229353.505345 + Penalty 3045.911037 = -1226307.594308
  nChanged 403
		SP:Iteration 10Q (68929.010000 sec): 3 clusters
  Score: Raw -1229550.809825 + Penalty 3045.911037 = -1226504.898788
  nChanged 436
		SP:Iteration 11Q (68929.190000 sec): 3 clusters
  Score: Raw -1229800.498180 + Penalty 3045.911037 = -1226754.587142
  nChanged 445
		SP:Iteration 12Q (68929.380000 sec): 3 clusters
  Score: Raw -1230072.945121 + Penalty 3045.911037 = -1227027.034084
  nChanged 466
		SP:Iteration 13Q (68929.550000 sec): 3 clusters
  Score: Raw -1230324.965563 + Penalty 3045.911037 = -1227279.054526
  nChanged 416
		SP:Iteration 14Q (68929.730000 sec): 3 clusters
  Score: Raw -1230537.097554 + Penalty 3045.911037 = -1227491.186516
  nChanged 369
		SP:Iteration 15Q (68929.910000 sec): 3 clusters
  Score: Raw -1230722.426222 + Penalty 3045.911037 = -1227676.515185
  nChanged 317
		SP:Iteration 16Q (68930.090000 sec): 3 clusters
  Score: Raw -1230860.751496 + Penalty 3045.911037 = -1227814.840458
  nChanged 276
		SP:Iteration 17Q (68930.270000 sec): 3 clusters
  Score: Raw -1230971.381792 + Penalty 3045.911037 = -1227925.470755
  nChanged 213
		SP:Iteration 18Q (68930.440000 sec): 3 clusters
  Score: Raw -1231048.997206 + Penalty 3045.911037 = -1228003.086169
  nChanged 179
		SP:Iteration 19Q (68930.610000 sec): 3 clusters
  Score: Raw -1231107.306862 + Penalty 3045.911037 = -1228061.395825
  nChanged 168
		SP:Iteration 20F (68930.790000 sec): 3 clusters
  Score: Raw -1231161.354901 + Penalty 3045.911037 = -1228115.443863
  nChanged 160
		SP:Iteration 21Q (68930.990000 sec): 3 clusters
  Score: Raw -1231216.508862 + Penalty 3045.911037 = -1228170.597825
  nChanged 151
		SP:Iteration 22Q (68931.150000 sec): 3 clusters
  Score: Raw -1231268.951485 + Penalty 3045.911037 = -1228223.040447
  nChanged 127
		SP:Iteration 23Q (68931.320000 sec): 3 clusters
  Score: Raw -1231309.992790 + Penalty 3045.911037 = -1228264.081753
  nChanged 104
		SP:Iteration 24Q (68931.510000 sec): 3 clusters
  Score: Raw -1231342.290505 + Penalty 3045.911037 = -1228296.379467
  nChanged 101
		SP:Iteration 25Q (68931.670000 sec): 3 clusters
  Score: Raw -1231373.403234 + Penalty 3045.911037 = -1228327.492197
  nChanged 97
		SP:Iteration 26Q (68931.870000 sec): 3 clusters
  Score: Raw -1231401.075109 + Penalty 3045.911037 = -1228355.164072
  nChanged 92
		SP:Iteration 27Q (68932.040000 sec): 3 clusters
  Score: Raw -1231433.271674 + Penalty 3045.911037 = -1228387.360637
  nChanged 97
		SP:Iteration 28Q (68932.200000 sec): 3 clusters
  Score: Raw -1231467.938563 + Penalty 3045.911037 = -1228422.027526
  nChanged 86
		SP:Iteration 29Q (68932.380000 sec): 3 clusters
  Score: Raw -1231494.886556 + Penalty 3045.911037 = -1228448.975519
  nChanged 90
		SP:Iteration 30Q (68932.550000 sec): 3 clusters
  Score: Raw -1231519.576370 + Penalty 3045.911037 = -1228473.665332
  nChanged 81
		SP:Iteration 31Q (68932.730000 sec): 3 clusters
  Score: Raw -1231543.377635 + Penalty 3045.911037 = -1228497.466598
  nChanged 82
		SP:Iteration 32Q (68932.900000 sec): 3 clusters
  Score: Raw -1231568.718104 + Penalty 3045.911037 = -1228522.807067
  nChanged 82
		SP:Iteration 33Q (68933.090000 sec): 3 clusters
  Score: Raw -1231597.483816 + Penalty 3045.911037 = -1228551.572778
  nChanged 89
		SP:Iteration 34Q (68933.260000 sec): 3 clusters
  Score: Raw -1231626.589791 + Penalty 3045.911037 = -1228580.678753
  nChanged 88
		SP:Iteration 35Q (68933.420000 sec): 3 clusters
  Score: Raw -1231657.935810 + Penalty 3045.911037 = -1228612.024773
  nChanged 96
		SP:Iteration 36Q (68933.600000 sec): 3 clusters
  Score: Raw -1231693.590728 + Penalty 3045.911037 = -1228647.679691
  nChanged 98
		SP:Iteration 37Q (68933.760000 sec): 3 clusters
  Score: Raw -1231726.492589 + Penalty 3045.911037 = -1228680.581552
  nChanged 97
		SP:Iteration 38Q (68933.940000 sec): 3 clusters
  Score: Raw -1231763.148072 + Penalty 3045.911037 = -1228717.237034
  nChanged 101
		SP:Iteration 39Q (68934.110000 sec): 3 clusters
  Score: Raw -1231801.846975 + Penalty 3045.911037 = -1228755.935937
  nChanged 94
		SP:Iteration 40F (68934.310000 sec): 3 clusters
  Score: Raw -1231842.521937 + Penalty 3045.911037 = -1228796.610900
  nChanged 94
		SP:Iteration 41Q (68934.470000 sec): 3 clusters
  Score: Raw -1231884.801336 + Penalty 3045.911037 = -1228838.890299
  nChanged 71
		SP:Iteration 42Q (68934.630000 sec): 3 clusters
  Score: Raw -1231916.742773 + Penalty 3045.911037 = -1228870.831735
  nChanged 76
		SP:Iteration 43Q (68934.800000 sec): 3 clusters
  Score: Raw -1231954.012768 + Penalty 3045.911037 = -1228908.101731
  nChanged 72
		SP:Iteration 44Q (68934.970000 sec): 3 clusters
  Score: Raw -1231984.837907 + Penalty 3045.911037 = -1228938.926869
  nChanged 65
		SP:Iteration 45Q (68935.140000 sec): 3 clusters
  Score: Raw -1232013.495928 + Penalty 3045.911037 = -1228967.584891
  nChanged 55
		SP:Iteration 46Q (68935.300000 sec): 3 clusters
  Score: Raw -1232041.217540 + Penalty 3045.911037 = -1228995.306503
  nChanged 56
		SP:Iteration 47Q (68935.470000 sec): 3 clusters
  Score: Raw -1232064.017063 + Penalty 3045.911037 = -1229018.106025
  nChanged 36
		SP:Iteration 48Q (68935.710000 sec): 3 clusters
  Score: Raw -1232080.596850 + Penalty 3045.911037 = -1229034.685813
  nChanged 52
		SP:Iteration 49Q (68935.860000 sec): 3 clusters
  Score: Raw -1232103.537492 + Penalty 3045.911037 = -1229057.626455
  nChanged 33
		SP:Iteration 50Q (68936.050000 sec): 3 clusters
  Score: Raw -1232117.870694 + Penalty 3045.911037 = -1229071.959657
  nChanged 32
		SP:Iteration 51Q (68936.220000 sec): 3 clusters
  Score: Raw -1232133.178067 + Penalty 3045.911037 = -1229087.267030
  nChanged 34
		SP:Iteration 52Q (68936.410000 sec): 3 clusters
  Score: Raw -1232149.998585 + Penalty 3045.911037 = -1229104.087548
  nChanged 32
		SP:Iteration 53Q (68936.570000 sec): 3 clusters
  Score: Raw -1232165.995968 + Penalty 3045.911037 = -1229120.084930
  nChanged 25
		SP:Iteration 54Q (68936.760000 sec): 3 clusters
  Score: Raw -1232175.344026 + Penalty 3045.911037 = -1229129.432989
  nChanged 24
		SP:Iteration 55Q (68936.930000 sec): 3 clusters
  Score: Raw -1232184.808643 + Penalty 3045.911037 = -1229138.897606
  nChanged 11
		SP:Iteration 56Q (68937.090000 sec): 3 clusters
  Score: Raw -1232192.111604 + Penalty 3045.911037 = -1229146.200567
  nChanged 19
		SP:Iteration 57Q (68937.260000 sec): 3 clusters
  Score: Raw -1232202.414340 + Penalty 3045.911037 = -1229156.503303
  nChanged 16
		SP:Iteration 58Q (68937.420000 sec): 3 clusters
  Score: Raw -1232209.692642 + Penalty 3045.911037 = -1229163.781605
  nChanged 13
		SP:Iteration 59Q (68937.610000 sec): 3 clusters
  Score: Raw -1232214.843936 + Penalty 3045.911037 = -1229168.932899
  nChanged 9
		SP:Iteration 60F (68937.780000 sec): 3 clusters
  Score: Raw -1232219.490611 + Penalty 3045.911037 = -1229173.579573
  nChanged 7
		SP:Iteration 61Q (68937.970000 sec): 3 clusters
  Score: Raw -1232223.495579 + Penalty 3045.911037 = -1229177.584542
  nChanged 6
		SP:Iteration 62Q (68938.130000 sec): 3 clusters
  Score: Raw -1232226.842430 + Penalty 3045.911037 = -1229180.931392
  nChanged 5
		SP:Iteration 63Q (68938.290000 sec): 3 clusters
  Score: Raw -1232229.705878 + Penalty 3045.911037 = -1229183.794841
  nChanged 7
		SP:Iteration 64Q (68938.470000 sec): 3 clusters
  Score: Raw -1232233.138330 + Penalty 3045.911037 = -1229187.227292
  nChanged 5
		SP:Iteration 65Q (68938.630000 sec): 3 clusters
  Score: Raw -1232235.081458 + Penalty 3045.911037 = -1229189.170420
  nChanged 5
		SP:Iteration 66Q (68938.800000 sec): 3 clusters
  Score: Raw -1232238.186441 + Penalty 3045.911037 = -1229192.275404
  nChanged 7
		SP:Iteration 67Q (68938.960000 sec): 3 clusters
  Score: Raw -1232240.703324 + Penalty 3045.911037 = -1229194.792287
  nChanged 5
		SP:Iteration 68Q (68939.140000 sec): 3 clusters
  Score: Raw -1232243.510946 + Penalty 3045.911037 = -1229197.599909
  nChanged 3
		SP:Iteration 69Q (68939.320000 sec): 3 clusters
  Score: Raw -1232245.183585 + Penalty 3045.911037 = -1229199.272547
  nChanged 4
		SP:Iteration 70Q (68939.500000 sec): 3 clusters
  Score: Raw -1232248.103909 + Penalty 3045.911037 = -1229202.192872
  nChanged 6
		SP:Iteration 71Q (68939.660000 sec): 3 clusters
  Score: Raw -1232251.561967 + Penalty 3045.911037 = -1229205.650930
  nChanged 5
		SP:Iteration 72Q (68939.850000 sec): 3 clusters
  Score: Raw -1232255.008475 + Penalty 3045.911037 = -1229209.097438
  nChanged 8
		SP:Iteration 73Q (68940.020000 sec): 3 clusters
  Score: Raw -1232259.564311 + Penalty 3045.911037 = -1229213.653273
  nChanged 3
		SP:Iteration 74Q (68940.180000 sec): 3 clusters
  Score: Raw -1232262.398257 + Penalty 3045.911037 = -1229216.487219
  nChanged 5
		SP:Iteration 75Q (68940.350000 sec): 3 clusters
  Score: Raw -1232264.882055 + Penalty 3045.911037 = -1229218.971017
  nChanged 3
		SP:Iteration 76Q (68940.510000 sec): 3 clusters
  Score: Raw -1232266.100823 + Penalty 3045.911037 = -1229220.189785
  nChanged 3
		SP:Iteration 77Q (68940.700000 sec): 3 clusters
  Score: Raw -1232267.689896 + Penalty 3045.911037 = -1229221.778858
  nChanged 1
		SP:Iteration 78Q (68940.860000 sec): 3 clusters
  Score: Raw -1232268.591497 + Penalty 3045.911037 = -1229222.680460
  nChanged 1
		SP:Iteration 79Q (68941.050000 sec): 3 clusters
  Score: Raw -1232268.892598 + Penalty 3045.911037 = -1229222.981561
  nChanged 1
		SP:Iteration 80F (68941.220000 sec): 3 clusters
  Score: Raw -1232269.443206 + Penalty 3045.911037 = -1229223.532169
  nChanged 2
		SP:Iteration 81Q (68941.410000 sec): 3 clusters
  Score: Raw -1232270.177209 + Penalty 3045.911037 = -1229224.266171
  nChanged 0
		SP:Iteration 82F (68941.580000 sec): 3 clusters
  Score: Raw -1232270.177209 + Penalty 3045.911037 = -1229224.266171
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68941.660000 sec): 2 clusters
  Score: Raw -193518.947782 + Penalty 1242.765232 = -192276.182549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68941.710000 sec): 3 clusters
  Score: Raw -192599.923265 + Penalty 2485.530465 = -190114.392800
  nChanged 756
		SP:Iteration 1F (68941.750000 sec): 3 clusters
  Score: Raw -193119.851672 + Penalty 2485.530465 = -190634.321208
  nChanged 187
		SP:Iteration 2F (68941.790000 sec): 3 clusters
  Score: Raw -193296.704849 + Penalty 2485.530465 = -190811.174384
  nChanged 137
		SP:Iteration 3F (68941.840000 sec): 3 clusters
  Score: Raw -193429.613979 + Penalty 2485.530465 = -190944.083514
  nChanged 114
		SP:Iteration 4F (68941.880000 sec): 3 clusters
  Score: Raw -193549.728655 + Penalty 2485.530465 = -191064.198190
  nChanged 105
		SP:Iteration 5F (68941.930000 sec): 3 clusters
  Score: Raw -193640.820506 + Penalty 2485.530465 = -191155.290041
  nChanged 78
		SP:Iteration 6Q (68941.970000 sec): 3 clusters
  Score: Raw -193721.536587 + Penalty 2485.530465 = -191236.006122
  nChanged 64
		SP:Iteration 7Q (68942.010000 sec): 3 clusters
  Score: Raw -193788.622707 + Penalty 2485.530465 = -191303.092242
  nChanged 62
		SP:Iteration 8Q (68942.050000 sec): 3 clusters
  Score: Raw -193854.209104 + Penalty 2485.530465 = -191368.678639
  nChanged 57
		SP:Iteration 9Q (68942.090000 sec): 3 clusters
  Score: Raw -193909.339869 + Penalty 2485.530465 = -191423.809405
  nChanged 55
		SP:Iteration 10Q (68942.130000 sec): 3 clusters
  Score: Raw -193973.751365 + Penalty 2485.530465 = -191488.220901
  nChanged 56
		SP:Iteration 11Q (68942.180000 sec): 3 clusters
  Score: Raw -194020.473777 + Penalty 2485.530465 = -191534.943312
  nChanged 38
		SP:Iteration 12Q (68942.220000 sec): 3 clusters
  Score: Raw -194053.982240 + Penalty 2485.530465 = -191568.451775
  nChanged 37
		SP:Iteration 13Q (68942.260000 sec): 3 clusters
  Score: Raw -194107.679013 + Penalty 2485.530465 = -191622.148549
  nChanged 30
		SP:Iteration 14Q (68942.300000 sec): 3 clusters
  Score: Raw -194162.238566 + Penalty 2485.530465 = -191676.708102
  nChanged 28
		SP:Iteration 15Q (68942.340000 sec): 3 clusters
  Score: Raw -194230.640249 + Penalty 2485.530465 = -191745.109784
  nChanged 27
		SP:Iteration 16Q (68942.390000 sec): 3 clusters
  Score: Raw -194274.734516 + Penalty 2485.530465 = -191789.204051
  nChanged 28
		SP:Iteration 17Q (68942.430000 sec): 3 clusters
  Score: Raw -194301.074169 + Penalty 2485.530465 = -191815.543704
  nChanged 23
		SP:Iteration 18Q (68942.470000 sec): 3 clusters
  Score: Raw -194320.342314 + Penalty 2485.530465 = -191834.811849
  nChanged 14
		SP:Iteration 19Q (68942.500000 sec): 3 clusters
  Score: Raw -194328.682534 + Penalty 2485.530465 = -191843.152069
  nChanged 11
		SP:Iteration 20F (68942.550000 sec): 3 clusters
  Score: Raw -194333.079109 + Penalty 2485.530465 = -191847.548644
  nChanged 5
		SP:Iteration 21Q (68942.590000 sec): 3 clusters
  Score: Raw -194336.769636 + Penalty 2485.530465 = -191851.239171
  nChanged 10
		SP:Iteration 22Q (68942.630000 sec): 3 clusters
  Score: Raw -194343.412308 + Penalty 2485.530465 = -191857.881844
  nChanged 10
		SP:Iteration 23Q (68942.670000 sec): 3 clusters
  Score: Raw -194353.766241 + Penalty 2485.530465 = -191868.235777
  nChanged 5
		SP:Iteration 24Q (68942.710000 sec): 3 clusters
  Score: Raw -194355.818908 + Penalty 2485.530465 = -191870.288443
  nChanged 2
		SP:Iteration 25Q (68942.750000 sec): 3 clusters
  Score: Raw -194356.434843 + Penalty 2485.530465 = -191870.904378
  nChanged 1
		SP:Iteration 26Q (68942.790000 sec): 3 clusters
  Score: Raw -194356.700518 + Penalty 2485.530465 = -191871.170053
  nChanged 2
		SP:Iteration 27Q (68942.830000 sec): 3 clusters
  Score: Raw -194357.392160 + Penalty 2485.530465 = -191871.861695
  nChanged 1
		SP:Iteration 28Q (68942.870000 sec): 3 clusters
  Score: Raw -194357.884579 + Penalty 2485.530465 = -191872.354114
  nChanged 1
		SP:Iteration 29Q (68942.910000 sec): 3 clusters
  Score: Raw -194358.146986 + Penalty 2485.530465 = -191872.616522
  nChanged 1
		SP:Iteration 30Q (68942.950000 sec): 3 clusters
  Score: Raw -194358.515879 + Penalty 2485.530465 = -191872.985414
  nChanged 2
		SP:Iteration 31Q (68943.000000 sec): 3 clusters
  Score: Raw -194360.464291 + Penalty 2485.530465 = -191874.933826
  nChanged 3
		SP:Iteration 32Q (68943.040000 sec): 3 clusters
  Score: Raw -194362.873637 + Penalty 2485.530465 = -191877.343172
  nChanged 5
		SP:Iteration 33Q (68943.080000 sec): 3 clusters
  Score: Raw -194367.625270 + Penalty 2485.530465 = -191882.094805
  nChanged 6
		SP:Iteration 34Q (68943.120000 sec): 3 clusters
  Score: Raw -194370.564649 + Penalty 2485.530465 = -191885.034184
  nChanged 7
		SP:Iteration 35Q (68943.160000 sec): 3 clusters
  Score: Raw -194374.754079 + Penalty 2485.530465 = -191889.223614
  nChanged 5
		SP:Iteration 36Q (68943.210000 sec): 3 clusters
  Score: Raw -194378.936882 + Penalty 2485.530465 = -191893.406418
  nChanged 10
		SP:Iteration 37Q (68943.250000 sec): 3 clusters
  Score: Raw -194384.798766 + Penalty 2485.530465 = -191899.268301
  nChanged 8
		SP:Iteration 38Q (68943.290000 sec): 3 clusters
  Score: Raw -194389.780297 + Penalty 2485.530465 = -191904.249832
  nChanged 7
		SP:Iteration 39Q (68943.330000 sec): 3 clusters
  Score: Raw -194395.544698 + Penalty 2485.530465 = -191910.014233
  nChanged 6
		SP:Iteration 40F (68943.370000 sec): 3 clusters
  Score: Raw -194400.206165 + Penalty 2485.530465 = -191914.675700
  nChanged 7
		SP:Iteration 41Q (68943.410000 sec): 3 clusters
  Score: Raw -194406.036655 + Penalty 2485.530465 = -191920.506190
  nChanged 10
		SP:Iteration 42Q (68943.450000 sec): 3 clusters
  Score: Raw -194411.262082 + Penalty 2485.530465 = -191925.731618
  nChanged 9
		SP:Iteration 43Q (68943.490000 sec): 3 clusters
  Score: Raw -194416.208138 + Penalty 2485.530465 = -191930.677673
  nChanged 6
		SP:Iteration 44Q (68943.540000 sec): 3 clusters
  Score: Raw -194419.854029 + Penalty 2485.530465 = -191934.323564
  nChanged 7
		SP:Iteration 45Q (68943.580000 sec): 3 clusters
  Score: Raw -194424.964182 + Penalty 2485.530465 = -191939.433718
  nChanged 8
		SP:Iteration 46Q (68943.620000 sec): 3 clusters
  Score: Raw -194433.236557 + Penalty 2485.530465 = -191947.706092
  nChanged 10
		SP:Iteration 47Q (68943.660000 sec): 3 clusters
  Score: Raw -194441.677590 + Penalty 2485.530465 = -191956.147126
  nChanged 11
		SP:Iteration 48Q (68943.700000 sec): 3 clusters
  Score: Raw -194447.685864 + Penalty 2485.530465 = -191962.155399
  nChanged 11
		SP:Iteration 49Q (68943.740000 sec): 3 clusters
  Score: Raw -194453.372878 + Penalty 2485.530465 = -191967.842413
  nChanged 9
		SP:Iteration 50Q (68943.780000 sec): 3 clusters
  Score: Raw -194459.633774 + Penalty 2485.530465 = -191974.103309
  nChanged 11
		SP:Iteration 51Q (68943.830000 sec): 3 clusters
  Score: Raw -194465.657043 + Penalty 2485.530465 = -191980.126578
  nChanged 4
		SP:Iteration 52Q (68943.870000 sec): 3 clusters
  Score: Raw -194468.007908 + Penalty 2485.530465 = -191982.477443
  nChanged 4
		SP:Iteration 53Q (68943.910000 sec): 3 clusters
  Score: Raw -194469.949105 + Penalty 2485.530465 = -191984.418640
  nChanged 3
		SP:Iteration 54Q (68943.950000 sec): 3 clusters
  Score: Raw -194470.563601 + Penalty 2485.530465 = -191985.033136
  nChanged 1
		SP:Iteration 55Q (68943.990000 sec): 3 clusters
  Score: Raw -194470.797036 + Penalty 2485.530465 = -191985.266572
  nChanged 0
		SP:Iteration 56F (68944.030000 sec): 3 clusters
  Score: Raw -194470.797036 + Penalty 2485.530465 = -191985.266572
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (95347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68944.770000 sec): 2 clusters
  Score: Raw -10026382.615856 + Penalty 1863.107699 = -10024519.508157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68945.750000 sec): 3 clusters
  Score: Raw -9964413.407603 + Penalty 3726.215398 = -9960687.192205
  nChanged 45513
		SP:Iteration 1F (68946.750000 sec): 3 clusters
  Score: Raw -9991114.388033 + Penalty 3726.215398 = -9987388.172635
  nChanged 3573
		SP:Iteration 2Q (68947.810000 sec): 3 clusters
  Score: Raw -9992206.751199 + Penalty 3726.215398 = -9988480.535801
  nChanged 3945
		SP:Iteration 3Q (68948.850000 sec): 3 clusters
  Score: Raw -9993721.772710 + Penalty 3726.215398 = -9989995.557312
  nChanged 4592
		SP:Iteration 4Q (68949.890000 sec): 3 clusters
  Score: Raw -9996046.337682 + Penalty 3726.215398 = -9992320.122285
  nChanged 5553
		SP:Iteration 5F (68950.900000 sec): 3 clusters
  Score: Raw -9999650.475352 + Penalty 3726.215398 = -9995924.259954
  nChanged 6545
		SP:Iteration 6F (68951.910000 sec): 3 clusters
  Score: Raw -10004636.830775 + Penalty 3726.215398 = -10000910.615377
  nChanged 6994
		SP:Iteration 7F (68952.870000 sec): 3 clusters
  Score: Raw -10010573.638465 + Penalty 3726.215398 = -10006847.423067
  nChanged 6512
		SP:Iteration 8F (68953.880000 sec): 3 clusters
  Score: Raw -10016241.136886 + Penalty 3726.215398 = -10012514.921488
  nChanged 5181
		SP:Iteration 9F (68954.860000 sec): 3 clusters
  Score: Raw -10020810.739530 + Penalty 3726.215398 = -10017084.524132
  nChanged 3428
		SP:Iteration 10Q (68955.750000 sec): 3 clusters
  Score: Raw -10023809.028772 + Penalty 3726.215398 = -10020082.813374
  nChanged 1853
		SP:Iteration 11Q (68956.620000 sec): 3 clusters
  Score: Raw -10025323.839070 + Penalty 3726.215398 = -10021597.623672
  nChanged 858
		SP:Iteration 12Q (68957.500000 sec): 3 clusters
  Score: Raw -10025983.642122 + Penalty 3726.215398 = -10022257.426724
  nChanged 380
		SP:Iteration 13Q (68958.330000 sec): 3 clusters
  Score: Raw -10026289.561171 + Penalty 3726.215398 = -10022563.345773
  nChanged 161
		SP:Iteration 14Q (68959.160000 sec): 3 clusters
  Score: Raw -10026416.470276 + Penalty 3726.215398 = -10022690.254878
  nChanged 101
		SP:Iteration 15Q (68960.030000 sec): 3 clusters
  Score: Raw -10026493.328192 + Penalty 3726.215398 = -10022767.112794
  nChanged 68
		SP:Iteration 16Q (68960.860000 sec): 3 clusters
  Score: Raw -10026553.190458 + Penalty 3726.215398 = -10022826.975060
  nChanged 40
		SP:Iteration 17Q (68961.680000 sec): 3 clusters
  Score: Raw -10026591.788239 + Penalty 3726.215398 = -10022865.572841
  nChanged 30
		SP:Iteration 18Q (68962.560000 sec): 3 clusters
  Score: Raw -10026620.022784 + Penalty 3726.215398 = -10022893.807386
  nChanged 16
		SP:Iteration 19Q (68963.410000 sec): 3 clusters
  Score: Raw -10026632.633895 + Penalty 3726.215398 = -10022906.418497
  nChanged 4
		SP:Iteration 20F (68964.340000 sec): 3 clusters
  Score: Raw -10026635.837298 + Penalty 3726.215398 = -10022909.621900
  nChanged 3
		SP:Iteration 21Q (68965.170000 sec): 3 clusters
  Score: Raw -10026638.452479 + Penalty 3726.215398 = -10022912.237081
  nChanged 5
		SP:Iteration 22Q (68966.040000 sec): 3 clusters
  Score: Raw -10026641.206517 + Penalty 3726.215398 = -10022914.991120
  nChanged 2
		SP:Iteration 23Q (68966.900000 sec): 3 clusters
  Score: Raw -10026642.798967 + Penalty 3726.215398 = -10022916.583569
  nChanged 0
		SP:Iteration 24F (68967.830000 sec): 3 clusters
  Score: Raw -10026642.798967 + Penalty 3726.215398 = -10022916.583569
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68967.930000 sec): 2 clusters
  Score: Raw -746811.337332 + Penalty 1457.736519 = -745353.600813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68968.080000 sec): 3 clusters
  Score: Raw -742549.559477 + Penalty 2915.473037 = -739634.086440
  nChanged 3288
		SP:Iteration 1F (68968.200000 sec): 3 clusters
  Score: Raw -744594.412647 + Penalty 2915.473037 = -741678.939609
  nChanged 704
		SP:Iteration 2F (68968.320000 sec): 3 clusters
  Score: Raw -745174.833569 + Penalty 2915.473037 = -742259.360531
  nChanged 592
		SP:Iteration 3F (68968.450000 sec): 3 clusters
  Score: Raw -745604.604075 + Penalty 2915.473037 = -742689.131037
  nChanged 474
		SP:Iteration 4F (68968.580000 sec): 3 clusters
  Score: Raw -745919.576899 + Penalty 2915.473037 = -743004.103862
  nChanged 382
		SP:Iteration 5Q (68968.710000 sec): 3 clusters
  Score: Raw -746161.869668 + Penalty 2915.473037 = -743246.396631
  nChanged 337
		SP:Iteration 6Q (68968.840000 sec): 3 clusters
  Score: Raw -746351.065648 + Penalty 2915.473037 = -743435.592610
  nChanged 267
		SP:Iteration 7Q (68968.970000 sec): 3 clusters
  Score: Raw -746485.779845 + Penalty 2915.473037 = -743570.306808
  nChanged 215
		SP:Iteration 8Q (68969.110000 sec): 3 clusters
  Score: Raw -746590.593764 + Penalty 2915.473037 = -743675.120727
  nChanged 200
		SP:Iteration 9Q (68969.240000 sec): 3 clusters
  Score: Raw -746692.925985 + Penalty 2915.473037 = -743777.452948
  nChanged 174
		SP:Iteration 10Q (68969.370000 sec): 3 clusters
  Score: Raw -746764.493664 + Penalty 2915.473037 = -743849.020627
  nChanged 128
		SP:Iteration 11Q (68969.500000 sec): 3 clusters
  Score: Raw -746822.671455 + Penalty 2915.473037 = -743907.198417
  nChanged 147
		SP:Iteration 12Q (68969.630000 sec): 3 clusters
  Score: Raw -746891.469429 + Penalty 2915.473037 = -743975.996392
  nChanged 138
		SP:Iteration 13Q (68969.760000 sec): 3 clusters
  Score: Raw -746956.396988 + Penalty 2915.473037 = -744040.923951
  nChanged 158
		SP:Iteration 14Q (68969.970000 sec): 3 clusters
  Score: Raw -747032.833649 + Penalty 2915.473037 = -744117.360612
  nChanged 153
		SP:Iteration 15Q (68970.170000 sec): 3 clusters
  Score: Raw -747124.015457 + Penalty 2915.473037 = -744208.542420
  nChanged 158
		SP:Iteration 16Q (68970.370000 sec): 3 clusters
  Score: Raw -747243.716783 + Penalty 2915.473037 = -744328.243745
  nChanged 154
		SP:Iteration 17Q (68970.570000 sec): 3 clusters
  Score: Raw -747358.956043 + Penalty 2915.473037 = -744443.483006
  nChanged 154
		SP:Iteration 18Q (68970.770000 sec): 3 clusters
  Score: Raw -747487.098454 + Penalty 2915.473037 = -744571.625417
  nChanged 139
		SP:Iteration 19Q (68970.960000 sec): 3 clusters
  Score: Raw -747580.182440 + Penalty 2915.473037 = -744664.709403
  nChanged 100
		SP:Iteration 20F (68971.130000 sec): 3 clusters
  Score: Raw -747624.882317 + Penalty 2915.473037 = -744709.409279
  nChanged 71
		SP:Iteration 21Q (68971.250000 sec): 3 clusters
  Score: Raw -747653.834683 + Penalty 2915.473037 = -744738.361646
  nChanged 55
		SP:Iteration 22Q (68971.370000 sec): 3 clusters
  Score: Raw -747671.397436 + Penalty 2915.473037 = -744755.924398
  nChanged 39
		SP:Iteration 23Q (68971.500000 sec): 3 clusters
  Score: Raw -747682.503884 + Penalty 2915.473037 = -744767.030847
  nChanged 29
		SP:Iteration 24Q (68971.620000 sec): 3 clusters
  Score: Raw -747689.349353 + Penalty 2915.473037 = -744773.876316
  nChanged 25
		SP:Iteration 25Q (68971.750000 sec): 3 clusters
  Score: Raw -747695.160310 + Penalty 2915.473037 = -744779.687273
  nChanged 15
		SP:Iteration 26Q (68971.870000 sec): 3 clusters
  Score: Raw -747698.351485 + Penalty 2915.473037 = -744782.878447
  nChanged 12
		SP:Iteration 27Q (68972.000000 sec): 3 clusters
  Score: Raw -747700.680152 + Penalty 2915.473037 = -744785.207114
  nChanged 11
		SP:Iteration 28Q (68972.130000 sec): 3 clusters
  Score: Raw -747703.575186 + Penalty 2915.473037 = -744788.102149
  nChanged 13
		SP:Iteration 29Q (68972.350000 sec): 3 clusters
  Score: Raw -747706.077734 + Penalty 2915.473037 = -744790.604697
  nChanged 9
		SP:Iteration 30Q (68972.460000 sec): 3 clusters
  Score: Raw -747708.097133 + Penalty 2915.473037 = -744792.624096
  nChanged 13
		SP:Iteration 31Q (68972.590000 sec): 3 clusters
  Score: Raw -747711.388436 + Penalty 2915.473037 = -744795.915399
  nChanged 13
		SP:Iteration 32Q (68972.720000 sec): 3 clusters
  Score: Raw -747714.796829 + Penalty 2915.473037 = -744799.323792
  nChanged 11
		SP:Iteration 33Q (68972.860000 sec): 3 clusters
  Score: Raw -747717.132232 + Penalty 2915.473037 = -744801.659195
  nChanged 13
		SP:Iteration 34Q (68972.980000 sec): 3 clusters
  Score: Raw -747719.158602 + Penalty 2915.473037 = -744803.685564
  nChanged 6
		SP:Iteration 35Q (68973.110000 sec): 3 clusters
  Score: Raw -747720.373335 + Penalty 2915.473037 = -744804.900297
  nChanged 5
		SP:Iteration 36Q (68973.240000 sec): 3 clusters
  Score: Raw -747721.115318 + Penalty 2915.473037 = -744805.642281
  nChanged 2
		SP:Iteration 37Q (68973.370000 sec): 3 clusters
  Score: Raw -747721.750396 + Penalty 2915.473037 = -744806.277359
  nChanged 5
		SP:Iteration 38Q (68973.500000 sec): 3 clusters
  Score: Raw -747722.612843 + Penalty 2915.473037 = -744807.139806
  nChanged 4
		SP:Iteration 39Q (68973.630000 sec): 3 clusters
  Score: Raw -747723.394842 + Penalty 2915.473037 = -744807.921805
  nChanged 3
		SP:Iteration 40F (68973.760000 sec): 3 clusters
  Score: Raw -747723.836432 + Penalty 2915.473037 = -744808.363394
  nChanged 2
		SP:Iteration 41Q (68973.890000 sec): 3 clusters
  Score: Raw -747724.317482 + Penalty 2915.473037 = -744808.844445
  nChanged 3
		SP:Iteration 42Q (68974.020000 sec): 3 clusters
  Score: Raw -747724.841471 + Penalty 2915.473037 = -744809.368434
  nChanged 2
		SP:Iteration 43Q (68974.140000 sec): 3 clusters
  Score: Raw -747725.236756 + Penalty 2915.473037 = -744809.763719
  nChanged 2
		SP:Iteration 44Q (68974.260000 sec): 3 clusters
  Score: Raw -747725.602104 + Penalty 2915.473037 = -744810.129067
  nChanged 3
		SP:Iteration 45Q (68974.380000 sec): 3 clusters
  Score: Raw -747726.216073 + Penalty 2915.473037 = -744810.743035
  nChanged 2
		SP:Iteration 46Q (68974.500000 sec): 3 clusters
  Score: Raw -747726.491662 + Penalty 2915.473037 = -744811.018625
  nChanged 1
		SP:Iteration 47Q (68974.620000 sec): 3 clusters
  Score: Raw -747726.653794 + Penalty 2915.473037 = -744811.180756
  nChanged 1
		SP:Iteration 48Q (68974.740000 sec): 3 clusters
  Score: Raw -747726.883275 + Penalty 2915.473037 = -744811.410238
  nChanged 1
		SP:Iteration 49Q (68974.860000 sec): 3 clusters
  Score: Raw -747727.003762 + Penalty 2915.473037 = -744811.530725
  nChanged 2
		SP:Iteration 50Q (68974.990000 sec): 3 clusters
  Score: Raw -747727.127496 + Penalty 2915.473037 = -744811.654458
  nChanged 1
		SP:Iteration 51Q (68975.120000 sec): 3 clusters
  Score: Raw -747727.438460 + Penalty 2915.473037 = -744811.965423
  nChanged 2
		SP:Iteration 52Q (68975.250000 sec): 3 clusters
  Score: Raw -747727.688330 + Penalty 2915.473037 = -744812.215293
  nChanged 1
		SP:Iteration 53Q (68975.380000 sec): 3 clusters
  Score: Raw -747727.825345 + Penalty 2915.473037 = -744812.352308
  nChanged 0
		SP:Iteration 54F (68975.510000 sec): 3 clusters
  Score: Raw -747727.825345 + Penalty 2915.473037 = -744812.352308
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68975.620000 sec): 2 clusters
  Score: Raw -561016.481754 + Penalty 1393.543249 = -559622.938506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68975.740000 sec): 3 clusters
  Score: Raw -558202.061986 + Penalty 2787.086497 = -555414.975489
  nChanged 2196
		SP:Iteration 1F (68975.840000 sec): 3 clusters
  Score: Raw -559345.728029 + Penalty 2787.086497 = -556558.641531
  nChanged 335
		SP:Iteration 2F (68975.940000 sec): 3 clusters
  Score: Raw -559520.137539 + Penalty 2787.086497 = -556733.051042
  nChanged 279
		SP:Iteration 3F (68976.030000 sec): 3 clusters
  Score: Raw -559654.077167 + Penalty 2787.086497 = -556866.990670
  nChanged 224
		SP:Iteration 4Q (68976.130000 sec): 3 clusters
  Score: Raw -559754.267771 + Penalty 2787.086497 = -556967.181273
  nChanged 188
		SP:Iteration 5Q (68976.230000 sec): 3 clusters
  Score: Raw -559846.697374 + Penalty 2787.086497 = -557059.610877
  nChanged 153
		SP:Iteration 6Q (68976.330000 sec): 3 clusters
  Score: Raw -559922.272729 + Penalty 2787.086497 = -557135.186232
  nChanged 153
		SP:Iteration 7Q (68976.430000 sec): 3 clusters
  Score: Raw -559991.219656 + Penalty 2787.086497 = -557204.133158
  nChanged 143
		SP:Iteration 8Q (68976.530000 sec): 3 clusters
  Score: Raw -560060.784570 + Penalty 2787.086497 = -557273.698072
  nChanged 129
		SP:Iteration 9Q (68976.630000 sec): 3 clusters
  Score: Raw -560120.346507 + Penalty 2787.086497 = -557333.260009
  nChanged 118
		SP:Iteration 10Q (68976.720000 sec): 3 clusters
  Score: Raw -560175.545741 + Penalty 2787.086497 = -557388.459244
  nChanged 130
		SP:Iteration 11Q (68976.820000 sec): 3 clusters
  Score: Raw -560250.901990 + Penalty 2787.086497 = -557463.815492
  nChanged 128
		SP:Iteration 12Q (68976.920000 sec): 3 clusters
  Score: Raw -560336.858221 + Penalty 2787.086497 = -557549.771724
  nChanged 126
		SP:Iteration 13Q (68977.020000 sec): 3 clusters
  Score: Raw -560420.440400 + Penalty 2787.086497 = -557633.353902
  nChanged 143
		SP:Iteration 14Q (68977.120000 sec): 3 clusters
  Score: Raw -560514.124743 + Penalty 2787.086497 = -557727.038246
  nChanged 144
		SP:Iteration 15Q (68977.220000 sec): 3 clusters
  Score: Raw -560586.108257 + Penalty 2787.086497 = -557799.021760
  nChanged 106
		SP:Iteration 16Q (68977.320000 sec): 3 clusters
  Score: Raw -560648.354082 + Penalty 2787.086497 = -557861.267585
  nChanged 106
		SP:Iteration 17Q (68977.410000 sec): 3 clusters
  Score: Raw -560700.282377 + Penalty 2787.086497 = -557913.195880
  nChanged 105
		SP:Iteration 18Q (68977.510000 sec): 3 clusters
  Score: Raw -560752.117575 + Penalty 2787.086497 = -557965.031078
  nChanged 108
		SP:Iteration 19Q (68977.610000 sec): 3 clusters
  Score: Raw -560824.262164 + Penalty 2787.086497 = -558037.175667
  nChanged 113
		SP:Iteration 20F (68977.700000 sec): 3 clusters
  Score: Raw -560928.214379 + Penalty 2787.086497 = -558141.127881
  nChanged 116
		SP:Iteration 21Q (68977.800000 sec): 3 clusters
  Score: Raw -561120.068234 + Penalty 2787.086497 = -558332.981737
  nChanged 114
		SP:Iteration 22Q (68977.890000 sec): 3 clusters
  Score: Raw -561283.813516 + Penalty 2787.086497 = -558496.727019
  nChanged 78
		SP:Iteration 23Q (68977.990000 sec): 3 clusters
  Score: Raw -561333.241590 + Penalty 2787.086497 = -558546.155093
  nChanged 62
		SP:Iteration 24Q (68978.080000 sec): 3 clusters
  Score: Raw -561357.709629 + Penalty 2787.086497 = -558570.623131
  nChanged 32
		SP:Iteration 25Q (68978.180000 sec): 3 clusters
  Score: Raw -561368.852651 + Penalty 2787.086497 = -558581.766154
  nChanged 19
		SP:Iteration 26Q (68978.270000 sec): 3 clusters
  Score: Raw -561373.500260 + Penalty 2787.086497 = -558586.413762
  nChanged 5
		SP:Iteration 27Q (68978.360000 sec): 3 clusters
  Score: Raw -561374.638680 + Penalty 2787.086497 = -558587.552183
  nChanged 7
		SP:Iteration 28Q (68978.460000 sec): 3 clusters
  Score: Raw -561376.207651 + Penalty 2787.086497 = -558589.121154
  nChanged 7
		SP:Iteration 29Q (68978.550000 sec): 3 clusters
  Score: Raw -561377.728519 + Penalty 2787.086497 = -558590.642022
  nChanged 8
		SP:Iteration 30Q (68978.640000 sec): 3 clusters
  Score: Raw -561380.176606 + Penalty 2787.086497 = -558593.090108
  nChanged 9
		SP:Iteration 31Q (68978.740000 sec): 3 clusters
  Score: Raw -561383.234225 + Penalty 2787.086497 = -558596.147728
  nChanged 10
		SP:Iteration 32Q (68978.830000 sec): 3 clusters
  Score: Raw -561385.974189 + Penalty 2787.086497 = -558598.887692
  nChanged 6
		SP:Iteration 33Q (68978.930000 sec): 3 clusters
  Score: Raw -561387.133247 + Penalty 2787.086497 = -558600.046750
  nChanged 1
		SP:Iteration 34Q (68979.020000 sec): 3 clusters
  Score: Raw -561387.394842 + Penalty 2787.086497 = -558600.308344
  nChanged 0
		SP:Iteration 35F (68979.120000 sec): 3 clusters
  Score: Raw -561387.394842 + Penalty 2787.086497 = -558600.308344
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68979.180000 sec): 2 clusters
  Score: Raw -72161.980825 + Penalty 1093.596411 = -71068.384414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68979.190000 sec): 3 clusters
  Score: Raw -72007.175316 + Penalty 2187.192823 = -69819.982493
  nChanged 264
		SP:Iteration 1F (68979.210000 sec): 3 clusters
  Score: Raw -72412.348818 + Penalty 2187.192823 = -70225.155995
  nChanged 98
		SP:Iteration 2F (68979.230000 sec): 3 clusters
  Score: Raw -72595.574954 + Penalty 2187.192823 = -70408.382131
  nChanged 59
		SP:Iteration 3F (68979.240000 sec): 3 clusters
  Score: Raw -72712.756147 + Penalty 2187.192823 = -70525.563324
  nChanged 32
		SP:Iteration 4Q (68979.260000 sec): 3 clusters
  Score: Raw -72770.132014 + Penalty 2187.192823 = -70582.939191
  nChanged 15
		SP:Iteration 5Q (68979.280000 sec): 3 clusters
  Score: Raw -72803.563590 + Penalty 2187.192823 = -70616.370767
  nChanged 13
		SP:Iteration 6Q (68979.290000 sec): 3 clusters
  Score: Raw -72823.930615 + Penalty 2187.192823 = -70636.737792
  nChanged 5
		SP:Iteration 7Q (68979.310000 sec): 3 clusters
  Score: Raw -72832.310190 + Penalty 2187.192823 = -70645.117367
  nChanged 3
		SP:Iteration 8Q (68979.320000 sec): 3 clusters
  Score: Raw -72836.803381 + Penalty 2187.192823 = -70649.610558
  nChanged 4
		SP:Iteration 9Q (68979.340000 sec): 3 clusters
  Score: Raw -72839.324791 + Penalty 2187.192823 = -70652.131968
  nChanged 1
		SP:Iteration 10Q (68979.360000 sec): 3 clusters
  Score: Raw -72840.088514 + Penalty 2187.192823 = -70652.895691
  nChanged 0
		SP:Iteration 11F (68979.370000 sec): 3 clusters
  Score: Raw -72840.088514 + Penalty 2187.192823 = -70652.895691
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68979.530000 sec): 2 clusters
  Score: Raw -1354437.856638 + Penalty 1538.336567 = -1352899.520071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68979.740000 sec): 3 clusters
  Score: Raw -1347090.049760 + Penalty 3076.673133 = -1344013.376626
  nChanged 5625
		SP:Iteration 1F (68979.940000 sec): 3 clusters
  Score: Raw -1350080.974995 + Penalty 3076.673133 = -1347004.301861
  nChanged 907
		SP:Iteration 2F (68980.140000 sec): 3 clusters
  Score: Raw -1350605.218902 + Penalty 3076.673133 = -1347528.545769
  nChanged 911
		SP:Iteration 3F (68980.360000 sec): 3 clusters
  Score: Raw -1351219.656825 + Penalty 3076.673133 = -1348142.983692
  nChanged 969
		SP:Iteration 4F (68980.550000 sec): 3 clusters
  Score: Raw -1351931.283268 + Penalty 3076.673133 = -1348854.610135
  nChanged 949
		SP:Iteration 5F (68980.750000 sec): 3 clusters
  Score: Raw -1352583.095393 + Penalty 3076.673133 = -1349506.422259
  nChanged 774
		SP:Iteration 6F (68980.950000 sec): 3 clusters
  Score: Raw -1353045.464833 + Penalty 3076.673133 = -1349968.791700
  nChanged 582
		SP:Iteration 7Q (68981.160000 sec): 3 clusters
  Score: Raw -1353336.035692 + Penalty 3076.673133 = -1350259.362559
  nChanged 433
		SP:Iteration 8Q (68981.360000 sec): 3 clusters
  Score: Raw -1353520.809701 + Penalty 3076.673133 = -1350444.136568
  nChanged 341
		SP:Iteration 9Q (68981.580000 sec): 3 clusters
  Score: Raw -1353640.868597 + Penalty 3076.673133 = -1350564.195463
  nChanged 281
		SP:Iteration 10Q (68981.780000 sec): 3 clusters
  Score: Raw -1353734.066644 + Penalty 3076.673133 = -1350657.393511
  nChanged 239
		SP:Iteration 11Q (68981.970000 sec): 3 clusters
  Score: Raw -1353812.725322 + Penalty 3076.673133 = -1350736.052189
  nChanged 230
		SP:Iteration 12Q (68982.180000 sec): 3 clusters
  Score: Raw -1353889.112856 + Penalty 3076.673133 = -1350812.439723
  nChanged 226
		SP:Iteration 13Q (68982.380000 sec): 3 clusters
  Score: Raw -1353955.489474 + Penalty 3076.673133 = -1350878.816341
  nChanged 206
		SP:Iteration 14Q (68982.580000 sec): 3 clusters
  Score: Raw -1354012.605992 + Penalty 3076.673133 = -1350935.932858
  nChanged 199
		SP:Iteration 15Q (68982.790000 sec): 3 clusters
  Score: Raw -1354069.221080 + Penalty 3076.673133 = -1350992.547947
  nChanged 211
		SP:Iteration 16Q (68983.010000 sec): 3 clusters
  Score: Raw -1354129.814041 + Penalty 3076.673133 = -1351053.140908
  nChanged 216
		SP:Iteration 17Q (68983.200000 sec): 3 clusters
  Score: Raw -1354190.035618 + Penalty 3076.673133 = -1351113.362484
  nChanged 191
		SP:Iteration 18Q (68983.390000 sec): 3 clusters
  Score: Raw -1354241.166916 + Penalty 3076.673133 = -1351164.493783
  nChanged 181
		SP:Iteration 19Q (68983.590000 sec): 3 clusters
  Score: Raw -1354287.425792 + Penalty 3076.673133 = -1351210.752659
  nChanged 183
		SP:Iteration 20F (68983.790000 sec): 3 clusters
  Score: Raw -1354333.963167 + Penalty 3076.673133 = -1351257.290033
  nChanged 177
		SP:Iteration 21Q (68983.990000 sec): 3 clusters
  Score: Raw -1354379.367873 + Penalty 3076.673133 = -1351302.694740
  nChanged 185
		SP:Iteration 22Q (68984.190000 sec): 3 clusters
  Score: Raw -1354424.367552 + Penalty 3076.673133 = -1351347.694419
  nChanged 164
		SP:Iteration 23Q (68984.410000 sec): 3 clusters
  Score: Raw -1354463.795092 + Penalty 3076.673133 = -1351387.121959
  nChanged 169
		SP:Iteration 24Q (68984.600000 sec): 3 clusters
  Score: Raw -1354506.566293 + Penalty 3076.673133 = -1351429.893160
  nChanged 174
		SP:Iteration 25Q (68984.800000 sec): 3 clusters
  Score: Raw -1354550.945831 + Penalty 3076.673133 = -1351474.272697
  nChanged 150
		SP:Iteration 26Q (68985.000000 sec): 3 clusters
  Score: Raw -1354585.722833 + Penalty 3076.673133 = -1351509.049700
  nChanged 136
		SP:Iteration 27Q (68985.190000 sec): 3 clusters
  Score: Raw -1354616.897717 + Penalty 3076.673133 = -1351540.224584
  nChanged 135
		SP:Iteration 28Q (68985.390000 sec): 3 clusters
  Score: Raw -1354648.978695 + Penalty 3076.673133 = -1351572.305562
  nChanged 142
		SP:Iteration 29Q (68985.590000 sec): 3 clusters
  Score: Raw -1354681.908947 + Penalty 3076.673133 = -1351605.235814
  nChanged 132
		SP:Iteration 30Q (68985.780000 sec): 3 clusters
  Score: Raw -1354711.099273 + Penalty 3076.673133 = -1351634.426140
  nChanged 122
		SP:Iteration 31Q (68985.980000 sec): 3 clusters
  Score: Raw -1354737.546449 + Penalty 3076.673133 = -1351660.873316
  nChanged 109
		SP:Iteration 32Q (68986.170000 sec): 3 clusters
  Score: Raw -1354759.623549 + Penalty 3076.673133 = -1351682.950416
  nChanged 84
		SP:Iteration 33Q (68986.390000 sec): 3 clusters
  Score: Raw -1354775.932927 + Penalty 3076.673133 = -1351699.259794
  nChanged 94
		SP:Iteration 34Q (68986.570000 sec): 3 clusters
  Score: Raw -1354794.658461 + Penalty 3076.673133 = -1351717.985327
  nChanged 90
		SP:Iteration 35Q (68986.790000 sec): 3 clusters
  Score: Raw -1354811.729329 + Penalty 3076.673133 = -1351735.056196
  nChanged 82
		SP:Iteration 36Q (68987.010000 sec): 3 clusters
  Score: Raw -1354827.112331 + Penalty 3076.673133 = -1351750.439198
  nChanged 75
		SP:Iteration 37Q (68987.220000 sec): 3 clusters
  Score: Raw -1354841.629946 + Penalty 3076.673133 = -1351764.956812
  nChanged 75
		SP:Iteration 38Q (68987.440000 sec): 3 clusters
  Score: Raw -1354857.436763 + Penalty 3076.673133 = -1351780.763630
  nChanged 74
		SP:Iteration 39Q (68987.650000 sec): 3 clusters
  Score: Raw -1354875.826664 + Penalty 3076.673133 = -1351799.153531
  nChanged 72
		SP:Iteration 40F (68987.850000 sec): 3 clusters
  Score: Raw -1354891.897747 + Penalty 3076.673133 = -1351815.224613
  nChanged 78
		SP:Iteration 41Q (68988.040000 sec): 3 clusters
  Score: Raw -1354910.413411 + Penalty 3076.673133 = -1351833.740277
  nChanged 84
		SP:Iteration 42Q (68988.230000 sec): 3 clusters
  Score: Raw -1354928.044267 + Penalty 3076.673133 = -1351851.371134
  nChanged 76
		SP:Iteration 43Q (68988.440000 sec): 3 clusters
  Score: Raw -1354944.242793 + Penalty 3076.673133 = -1351867.569660
  nChanged 74
		SP:Iteration 44Q (68988.620000 sec): 3 clusters
  Score: Raw -1354959.513379 + Penalty 3076.673133 = -1351882.840246
  nChanged 64
		SP:Iteration 45Q (68988.820000 sec): 3 clusters
  Score: Raw -1354971.684955 + Penalty 3076.673133 = -1351895.011821
  nChanged 58
		SP:Iteration 46Q (68989.000000 sec): 3 clusters
  Score: Raw -1354983.230023 + Penalty 3076.673133 = -1351906.556889
  nChanged 55
		SP:Iteration 47Q (68989.190000 sec): 3 clusters
  Score: Raw -1354994.663055 + Penalty 3076.673133 = -1351917.989921
  nChanged 54
		SP:Iteration 48Q (68989.380000 sec): 3 clusters
  Score: Raw -1355005.554697 + Penalty 3076.673133 = -1351928.881564
  nChanged 46
		SP:Iteration 49Q (68989.580000 sec): 3 clusters
  Score: Raw -1355013.964236 + Penalty 3076.673133 = -1351937.291102
  nChanged 49
		SP:Iteration 50Q (68989.760000 sec): 3 clusters
  Score: Raw -1355023.109542 + Penalty 3076.673133 = -1351946.436409
  nChanged 42
		SP:Iteration 51Q (68989.970000 sec): 3 clusters
  Score: Raw -1355031.540032 + Penalty 3076.673133 = -1351954.866899
  nChanged 29
		SP:Iteration 52Q (68990.150000 sec): 3 clusters
  Score: Raw -1355037.076645 + Penalty 3076.673133 = -1351960.403512
  nChanged 24
		SP:Iteration 53Q (68990.340000 sec): 3 clusters
  Score: Raw -1355041.749956 + Penalty 3076.673133 = -1351965.076822
  nChanged 28
		SP:Iteration 54Q (68990.520000 sec): 3 clusters
  Score: Raw -1355046.534134 + Penalty 3076.673133 = -1351969.861000
  nChanged 23
		SP:Iteration 55Q (68990.740000 sec): 3 clusters
  Score: Raw -1355051.074433 + Penalty 3076.673133 = -1351974.401299
  nChanged 22
		SP:Iteration 56Q (68990.910000 sec): 3 clusters
  Score: Raw -1355055.157269 + Penalty 3076.673133 = -1351978.484136
  nChanged 23
		SP:Iteration 57Q (68991.100000 sec): 3 clusters
  Score: Raw -1355059.287982 + Penalty 3076.673133 = -1351982.614849
  nChanged 20
		SP:Iteration 58Q (68991.290000 sec): 3 clusters
  Score: Raw -1355063.024473 + Penalty 3076.673133 = -1351986.351340
  nChanged 21
		SP:Iteration 59Q (68991.500000 sec): 3 clusters
  Score: Raw -1355067.803006 + Penalty 3076.673133 = -1351991.129873
  nChanged 28
		SP:Iteration 60F (68991.700000 sec): 3 clusters
  Score: Raw -1355073.284560 + Penalty 3076.673133 = -1351996.611427
  nChanged 23
		SP:Iteration 61Q (68991.880000 sec): 3 clusters
  Score: Raw -1355077.549545 + Penalty 3076.673133 = -1352000.876412
  nChanged 21
		SP:Iteration 62Q (68992.070000 sec): 3 clusters
  Score: Raw -1355081.256635 + Penalty 3076.673133 = -1352004.583502
  nChanged 18
		SP:Iteration 63Q (68992.260000 sec): 3 clusters
  Score: Raw -1355084.165714 + Penalty 3076.673133 = -1352007.492580
  nChanged 10
		SP:Iteration 64Q (68992.450000 sec): 3 clusters
  Score: Raw -1355085.732428 + Penalty 3076.673133 = -1352009.059295
  nChanged 13
		SP:Iteration 65Q (68992.640000 sec): 3 clusters
  Score: Raw -1355087.783572 + Penalty 3076.673133 = -1352011.110439
  nChanged 9
		SP:Iteration 66Q (68992.820000 sec): 3 clusters
  Score: Raw -1355088.860028 + Penalty 3076.673133 = -1352012.186895
  nChanged 7
		SP:Iteration 67Q (68993.030000 sec): 3 clusters
  Score: Raw -1355090.094127 + Penalty 3076.673133 = -1352013.420994
  nChanged 6
		SP:Iteration 68Q (68993.240000 sec): 3 clusters
  Score: Raw -1355091.083971 + Penalty 3076.673133 = -1352014.410838
  nChanged 7
		SP:Iteration 69Q (68993.430000 sec): 3 clusters
  Score: Raw -1355092.279557 + Penalty 3076.673133 = -1352015.606424
  nChanged 8
		SP:Iteration 70Q (68993.610000 sec): 3 clusters
  Score: Raw -1355093.365718 + Penalty 3076.673133 = -1352016.692584
  nChanged 8
		SP:Iteration 71Q (68993.800000 sec): 3 clusters
  Score: Raw -1355094.382205 + Penalty 3076.673133 = -1352017.709072
  nChanged 4
		SP:Iteration 72Q (68993.990000 sec): 3 clusters
  Score: Raw -1355094.889001 + Penalty 3076.673133 = -1352018.215868
  nChanged 4
		SP:Iteration 73Q (68994.170000 sec): 3 clusters
  Score: Raw -1355095.590733 + Penalty 3076.673133 = -1352018.917600
  nChanged 6
		SP:Iteration 74Q (68994.350000 sec): 3 clusters
  Score: Raw -1355096.756068 + Penalty 3076.673133 = -1352020.082935
  nChanged 9
		SP:Iteration 75Q (68994.560000 sec): 3 clusters
  Score: Raw -1355098.563338 + Penalty 3076.673133 = -1352021.890205
  nChanged 14
		SP:Iteration 76Q (68994.750000 sec): 3 clusters
  Score: Raw -1355101.400745 + Penalty 3076.673133 = -1352024.727612
  nChanged 15
		SP:Iteration 77Q (68994.930000 sec): 3 clusters
  Score: Raw -1355104.470058 + Penalty 3076.673133 = -1352027.796925
  nChanged 12
		SP:Iteration 78Q (68995.120000 sec): 3 clusters
  Score: Raw -1355106.078530 + Penalty 3076.673133 = -1352029.405396
  nChanged 10
		SP:Iteration 79Q (68995.330000 sec): 3 clusters
  Score: Raw -1355107.458001 + Penalty 3076.673133 = -1352030.784867
  nChanged 7
		SP:Iteration 80F (68995.520000 sec): 3 clusters
  Score: Raw -1355108.571376 + Penalty 3076.673133 = -1352031.898243
  nChanged 11
		SP:Iteration 81Q (68995.710000 sec): 3 clusters
  Score: Raw -1355110.275597 + Penalty 3076.673133 = -1352033.602463
  nChanged 10
		SP:Iteration 82Q (68995.890000 sec): 3 clusters
  Score: Raw -1355111.933972 + Penalty 3076.673133 = -1352035.260839
  nChanged 8
		SP:Iteration 83Q (68996.100000 sec): 3 clusters
  Score: Raw -1355113.185008 + Penalty 3076.673133 = -1352036.511875
  nChanged 8
		SP:Iteration 84Q (68996.270000 sec): 3 clusters
  Score: Raw -1355114.237821 + Penalty 3076.673133 = -1352037.564688
  nChanged 5
		SP:Iteration 85Q (68996.460000 sec): 3 clusters
  Score: Raw -1355114.974819 + Penalty 3076.673133 = -1352038.301686
  nChanged 4
		SP:Iteration 86Q (68996.650000 sec): 3 clusters
  Score: Raw -1355115.446754 + Penalty 3076.673133 = -1352038.773621
  nChanged 1
		SP:Iteration 87Q (68996.850000 sec): 3 clusters
  Score: Raw -1355115.571353 + Penalty 3076.673133 = -1352038.898220
  nChanged 1
		SP:Iteration 88Q (68997.040000 sec): 3 clusters
  Score: Raw -1355115.655837 + Penalty 3076.673133 = -1352038.982704
  nChanged 1
		SP:Iteration 89Q (68997.220000 sec): 3 clusters
  Score: Raw -1355115.753745 + Penalty 3076.673133 = -1352039.080612
  nChanged 0
		SP:Iteration 90F (68997.420000 sec): 3 clusters
  Score: Raw -1355115.753745 + Penalty 3076.673133 = -1352039.080612
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68997.490000 sec): 2 clusters
  Score: Raw -109824.414694 + Penalty 1163.132016 = -108661.282678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68997.520000 sec): 3 clusters
  Score: Raw -109375.957800 + Penalty 2326.264032 = -107049.693767
  nChanged 415
		SP:Iteration 1F (68997.540000 sec): 3 clusters
  Score: Raw -109758.352815 + Penalty 2326.264032 = -107432.088783
  nChanged 127
		SP:Iteration 2F (68997.570000 sec): 3 clusters
  Score: Raw -109903.274458 + Penalty 2326.264032 = -107577.010425
  nChanged 78
		SP:Iteration 3F (68997.600000 sec): 3 clusters
  Score: Raw -110034.965691 + Penalty 2326.264032 = -107708.701658
  nChanged 64
		SP:Iteration 4Q (68997.630000 sec): 3 clusters
  Score: Raw -110107.889228 + Penalty 2326.264032 = -107781.625196
  nChanged 50
		SP:Iteration 5Q (68997.650000 sec): 3 clusters
  Score: Raw -110170.068562 + Penalty 2326.264032 = -107843.804530
  nChanged 47
		SP:Iteration 6Q (68997.680000 sec): 3 clusters
  Score: Raw -110244.394821 + Penalty 2326.264032 = -107918.130789
  nChanged 34
		SP:Iteration 7Q (68997.700000 sec): 3 clusters
  Score: Raw -110289.900759 + Penalty 2326.264032 = -107963.636726
  nChanged 24
		SP:Iteration 8Q (68997.730000 sec): 3 clusters
  Score: Raw -110320.408444 + Penalty 2326.264032 = -107994.144412
  nChanged 25
		SP:Iteration 9Q (68997.760000 sec): 3 clusters
  Score: Raw -110343.167393 + Penalty 2326.264032 = -108016.903361
  nChanged 16
		SP:Iteration 10Q (68997.780000 sec): 3 clusters
  Score: Raw -110356.618221 + Penalty 2326.264032 = -108030.354189
  nChanged 10
		SP:Iteration 11Q (68997.800000 sec): 3 clusters
  Score: Raw -110364.849635 + Penalty 2326.264032 = -108038.585602
  nChanged 3
		SP:Iteration 12Q (68997.830000 sec): 3 clusters
  Score: Raw -110367.795074 + Penalty 2326.264032 = -108041.531042
  nChanged 3
		SP:Iteration 13Q (68997.860000 sec): 3 clusters
  Score: Raw -110369.416940 + Penalty 2326.264032 = -108043.152908
  nChanged 3
		SP:Iteration 14Q (68997.880000 sec): 3 clusters
  Score: Raw -110373.913119 + Penalty 2326.264032 = -108047.649086
  nChanged 3
		SP:Iteration 15Q (68997.900000 sec): 3 clusters
  Score: Raw -110376.318808 + Penalty 2326.264032 = -108050.054776
  nChanged 2
		SP:Iteration 16Q (68997.930000 sec): 3 clusters
  Score: Raw -110378.746788 + Penalty 2326.264032 = -108052.482755
  nChanged 4
		SP:Iteration 17Q (68997.960000 sec): 3 clusters
  Score: Raw -110384.246014 + Penalty 2326.264032 = -108057.981982
  nChanged 4
		SP:Iteration 18Q (68997.980000 sec): 3 clusters
  Score: Raw -110387.335440 + Penalty 2326.264032 = -108061.071407
  nChanged 0
		SP:Iteration 19F (68998.000000 sec): 3 clusters
  Score: Raw -110387.335440 + Penalty 2326.264032 = -108061.071407
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (6349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68998.100000 sec): 2 clusters
  Score: Raw -646555.070445 + Penalty 1422.858547 = -645132.211898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68998.220000 sec): 3 clusters
  Score: Raw -643141.752398 + Penalty 2845.717095 = -640296.035303
  nChanged 2639
		SP:Iteration 1F (68998.340000 sec): 3 clusters
  Score: Raw -644695.037355 + Penalty 2845.717095 = -641849.320260
  nChanged 501
		SP:Iteration 2F (68998.450000 sec): 3 clusters
  Score: Raw -645054.899215 + Penalty 2845.717095 = -642209.182120
  nChanged 451
		SP:Iteration 3F (68998.560000 sec): 3 clusters
  Score: Raw -645451.612681 + Penalty 2845.717095 = -642605.895587
  nChanged 415
		SP:Iteration 4F (68998.670000 sec): 3 clusters
  Score: Raw -645883.022393 + Penalty 2845.717095 = -643037.305298
  nChanged 445
		SP:Iteration 5F (68998.780000 sec): 3 clusters
  Score: Raw -646360.426622 + Penalty 2845.717095 = -643514.709527
  nChanged 409
		SP:Iteration 6F (68998.880000 sec): 3 clusters
  Score: Raw -646763.392743 + Penalty 2845.717095 = -643917.675649
  nChanged 327
		SP:Iteration 7F (68998.990000 sec): 3 clusters
  Score: Raw -647147.609321 + Penalty 2845.717095 = -644301.892227
  nChanged 309
		SP:Iteration 8Q (68999.100000 sec): 3 clusters
  Score: Raw -647478.130094 + Penalty 2845.717095 = -644632.413000
  nChanged 227
		SP:Iteration 9Q (68999.210000 sec): 3 clusters
  Score: Raw -647655.935679 + Penalty 2845.717095 = -644810.218585
  nChanged 144
		SP:Iteration 10Q (68999.310000 sec): 3 clusters
  Score: Raw -647744.559784 + Penalty 2845.717095 = -644898.842690
  nChanged 93
		SP:Iteration 11Q (68999.430000 sec): 3 clusters
  Score: Raw -647787.813563 + Penalty 2845.717095 = -644942.096468
  nChanged 67
		SP:Iteration 12Q (68999.530000 sec): 3 clusters
  Score: Raw -647815.214515 + Penalty 2845.717095 = -644969.497420
  nChanged 38
		SP:Iteration 13Q (68999.630000 sec): 3 clusters
  Score: Raw -647826.436875 + Penalty 2845.717095 = -644980.719780
  nChanged 22
		SP:Iteration 14Q (68999.730000 sec): 3 clusters
  Score: Raw -647830.930587 + Penalty 2845.717095 = -644985.213492
  nChanged 15
		SP:Iteration 15Q (68999.840000 sec): 3 clusters
  Score: Raw -647834.150246 + Penalty 2845.717095 = -644988.433151
  nChanged 8
		SP:Iteration 16Q (68999.950000 sec): 3 clusters
  Score: Raw -647835.375499 + Penalty 2845.717095 = -644989.658404
  nChanged 6
		SP:Iteration 17Q (69000.060000 sec): 3 clusters
  Score: Raw -647836.828125 + Penalty 2845.717095 = -644991.111030
  nChanged 5
		SP:Iteration 18Q (69000.160000 sec): 3 clusters
  Score: Raw -647837.538591 + Penalty 2845.717095 = -644991.821496
  nChanged 2
		SP:Iteration 19Q (69000.270000 sec): 3 clusters
  Score: Raw -647837.934531 + Penalty 2845.717095 = -644992.217436
  nChanged 2
		SP:Iteration 20F (69000.370000 sec): 3 clusters
  Score: Raw -647838.218473 + Penalty 2845.717095 = -644992.501378
  nChanged 4
		SP:Iteration 21Q (69000.480000 sec): 3 clusters
  Score: Raw -647838.777427 + Penalty 2845.717095 = -644993.060333
  nChanged 4
		SP:Iteration 22Q (69000.590000 sec): 3 clusters
  Score: Raw -647839.143307 + Penalty 2845.717095 = -644993.426212
  nChanged 4
		SP:Iteration 23Q (69000.700000 sec): 3 clusters
  Score: Raw -647839.591425 + Penalty 2845.717095 = -644993.874330
  nChanged 1
		SP:Iteration 24Q (69000.810000 sec): 3 clusters
  Score: Raw -647839.688226 + Penalty 2845.717095 = -644993.971131
  nChanged 0
		SP:Iteration 25F (69000.910000 sec): 3 clusters
  Score: Raw -647839.688226 + Penalty 2845.717095 = -644993.971131
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69000.970000 sec): 2 clusters
  Score: Raw -181915.660908 + Penalty 1225.437274 = -180690.223634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69001.010000 sec): 3 clusters
  Score: Raw -181153.614436 + Penalty 2450.874548 = -178702.739888
  nChanged 651
		SP:Iteration 1F (69001.050000 sec): 3 clusters
  Score: Raw -181579.721978 + Penalty 2450.874548 = -179128.847430
  nChanged 138
		SP:Iteration 2F (69001.090000 sec): 3 clusters
  Score: Raw -181666.895494 + Penalty 2450.874548 = -179216.020946
  nChanged 74
		SP:Iteration 3Q (69001.130000 sec): 3 clusters
  Score: Raw -181722.292120 + Penalty 2450.874548 = -179271.417572
  nChanged 57
		SP:Iteration 4Q (69001.170000 sec): 3 clusters
  Score: Raw -181754.477749 + Penalty 2450.874548 = -179303.603201
  nChanged 38
		SP:Iteration 5Q (69001.210000 sec): 3 clusters
  Score: Raw -181774.170818 + Penalty 2450.874548 = -179323.296271
  nChanged 29
		SP:Iteration 6Q (69001.250000 sec): 3 clusters
  Score: Raw -181788.514663 + Penalty 2450.874548 = -179337.640115
  nChanged 26
		SP:Iteration 7Q (69001.290000 sec): 3 clusters
  Score: Raw -181802.846231 + Penalty 2450.874548 = -179351.971683
  nChanged 25
		SP:Iteration 8Q (69001.320000 sec): 3 clusters
  Score: Raw -181816.512267 + Penalty 2450.874548 = -179365.637719
  nChanged 18
		SP:Iteration 9Q (69001.360000 sec): 3 clusters
  Score: Raw -181825.980717 + Penalty 2450.874548 = -179375.106169
  nChanged 23
		SP:Iteration 10Q (69001.400000 sec): 3 clusters
  Score: Raw -181837.148110 + Penalty 2450.874548 = -179386.273562
  nChanged 15
		SP:Iteration 11Q (69001.430000 sec): 3 clusters
  Score: Raw -181844.084923 + Penalty 2450.874548 = -179393.210375
  nChanged 14
		SP:Iteration 12Q (69001.470000 sec): 3 clusters
  Score: Raw -181849.460382 + Penalty 2450.874548 = -179398.585834
  nChanged 8
		SP:Iteration 13Q (69001.510000 sec): 3 clusters
  Score: Raw -181852.461237 + Penalty 2450.874548 = -179401.586689
  nChanged 4
		SP:Iteration 14Q (69001.550000 sec): 3 clusters
  Score: Raw -181854.407715 + Penalty 2450.874548 = -179403.533167
  nChanged 4
		SP:Iteration 15Q (69001.580000 sec): 3 clusters
  Score: Raw -181856.218933 + Penalty 2450.874548 = -179405.344385
  nChanged 8
		SP:Iteration 16Q (69001.620000 sec): 3 clusters
  Score: Raw -181859.855466 + Penalty 2450.874548 = -179408.980918
  nChanged 4
		SP:Iteration 17Q (69001.660000 sec): 3 clusters
  Score: Raw -181861.349491 + Penalty 2450.874548 = -179410.474943
  nChanged 6
		SP:Iteration 18Q (69001.690000 sec): 3 clusters
  Score: Raw -181864.656814 + Penalty 2450.874548 = -179413.782266
  nChanged 10
		SP:Iteration 19Q (69001.730000 sec): 3 clusters
  Score: Raw -181870.827531 + Penalty 2450.874548 = -179419.952983
  nChanged 13
		SP:Iteration 20F (69001.770000 sec): 3 clusters
  Score: Raw -181875.673039 + Penalty 2450.874548 = -179424.798491
  nChanged 3
		SP:Iteration 21Q (69001.810000 sec): 3 clusters
  Score: Raw -181876.900892 + Penalty 2450.874548 = -179426.026344
  nChanged 3
		SP:Iteration 22Q (69001.840000 sec): 3 clusters
  Score: Raw -181879.721033 + Penalty 2450.874548 = -179428.846485
  nChanged 6
		SP:Iteration 23Q (69001.880000 sec): 3 clusters
  Score: Raw -181884.174884 + Penalty 2450.874548 = -179433.300336
  nChanged 11
		SP:Iteration 24Q (69001.910000 sec): 3 clusters
  Score: Raw -181890.570711 + Penalty 2450.874548 = -179439.696163
  nChanged 9
		SP:Iteration 25Q (69001.950000 sec): 3 clusters
  Score: Raw -181895.625499 + Penalty 2450.874548 = -179444.750951
  nChanged 10
		SP:Iteration 26Q (69001.990000 sec): 3 clusters
  Score: Raw -181899.175095 + Penalty 2450.874548 = -179448.300548
  nChanged 6
		SP:Iteration 27Q (69002.030000 sec): 3 clusters
  Score: Raw -181903.235416 + Penalty 2450.874548 = -179452.360869
  nChanged 9
		SP:Iteration 28Q (69002.070000 sec): 3 clusters
  Score: Raw -181909.332829 + Penalty 2450.874548 = -179458.458281
  nChanged 9
		SP:Iteration 29Q (69002.100000 sec): 3 clusters
  Score: Raw -181913.787658 + Penalty 2450.874548 = -179462.913110
  nChanged 7
		SP:Iteration 30Q (69002.140000 sec): 3 clusters
  Score: Raw -181915.773894 + Penalty 2450.874548 = -179464.899346
  nChanged 6
		SP:Iteration 31Q (69002.170000 sec): 3 clusters
  Score: Raw -181919.060659 + Penalty 2450.874548 = -179468.186111
  nChanged 5
		SP:Iteration 32Q (69002.210000 sec): 3 clusters
  Score: Raw -181923.812328 + Penalty 2450.874548 = -179472.937780
  nChanged 9
		SP:Iteration 33Q (69002.250000 sec): 3 clusters
  Score: Raw -181929.600720 + Penalty 2450.874548 = -179478.726172
  nChanged 10
		SP:Iteration 34Q (69002.290000 sec): 3 clusters
  Score: Raw -181934.700240 + Penalty 2450.874548 = -179483.825692
  nChanged 5
		SP:Iteration 35Q (69002.320000 sec): 3 clusters
  Score: Raw -181937.177115 + Penalty 2450.874548 = -179486.302567
  nChanged 5
		SP:Iteration 36Q (69002.360000 sec): 3 clusters
  Score: Raw -181940.001018 + Penalty 2450.874548 = -179489.126470
  nChanged 8
		SP:Iteration 37Q (69002.400000 sec): 3 clusters
  Score: Raw -181944.677362 + Penalty 2450.874548 = -179493.802814
  nChanged 8
		SP:Iteration 38Q (69002.430000 sec): 3 clusters
  Score: Raw -181951.054376 + Penalty 2450.874548 = -179500.179828
  nChanged 5
		SP:Iteration 39Q (69002.470000 sec): 3 clusters
  Score: Raw -181953.030166 + Penalty 2450.874548 = -179502.155618
  nChanged 2
		SP:Iteration 40F (69002.510000 sec): 3 clusters
  Score: Raw -181954.901371 + Penalty 2450.874548 = -179504.026823
  nChanged 2
		SP:Iteration 41Q (69002.550000 sec): 3 clusters
  Score: Raw -181955.501968 + Penalty 2450.874548 = -179504.627420
  nChanged 1
		SP:Iteration 42Q (69002.580000 sec): 3 clusters
  Score: Raw -181956.263087 + Penalty 2450.874548 = -179505.388540
  nChanged 2
		SP:Iteration 43Q (69002.620000 sec): 3 clusters
  Score: Raw -181956.629787 + Penalty 2450.874548 = -179505.755240
  nChanged 3
		SP:Iteration 44Q (69002.650000 sec): 3 clusters
  Score: Raw -181957.578226 + Penalty 2450.874548 = -179506.703678
  nChanged 4
		SP:Iteration 45Q (69002.690000 sec): 3 clusters
  Score: Raw -181959.185362 + Penalty 2450.874548 = -179508.310815
  nChanged 2
		SP:Iteration 46Q (69002.730000 sec): 3 clusters
  Score: Raw -181960.274538 + Penalty 2450.874548 = -179509.399990
  nChanged 3
		SP:Iteration 47Q (69002.770000 sec): 3 clusters
  Score: Raw -181961.680230 + Penalty 2450.874548 = -179510.805682
  nChanged 1
		SP:Iteration 48Q (69002.800000 sec): 3 clusters
  Score: Raw -181962.120027 + Penalty 2450.874548 = -179511.245479
  nChanged 0
		SP:Iteration 49F (69002.840000 sec): 3 clusters
  Score: Raw -181962.120027 + Penalty 2450.874548 = -179511.245479
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (7976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69002.940000 sec): 2 clusters
  Score: Raw -678106.430192 + Penalty 1459.931251 = -676646.498941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69003.090000 sec): 3 clusters
  Score: Raw -673728.936135 + Penalty 2919.862501 = -670809.073633
  nChanged 3407
		SP:Iteration 1F (69003.250000 sec): 3 clusters
  Score: Raw -675952.305618 + Penalty 2919.862501 = -673032.443117
  nChanged 744
		SP:Iteration 2F (69003.370000 sec): 3 clusters
  Score: Raw -676575.430961 + Penalty 2919.862501 = -673655.568460
  nChanged 664
		SP:Iteration 3F (69003.500000 sec): 3 clusters
  Score: Raw -677119.592501 + Penalty 2919.862501 = -674199.730000
  nChanged 552
		SP:Iteration 4F (69003.630000 sec): 3 clusters
  Score: Raw -677499.933330 + Penalty 2919.862501 = -674580.070829
  nChanged 399
		SP:Iteration 5F (69003.770000 sec): 3 clusters
  Score: Raw -677702.595335 + Penalty 2919.862501 = -674782.732833
  nChanged 289
		SP:Iteration 6Q (69003.910000 sec): 3 clusters
  Score: Raw -677832.167244 + Penalty 2919.862501 = -674912.304742
  nChanged 223
		SP:Iteration 7Q (69004.040000 sec): 3 clusters
  Score: Raw -677919.247520 + Penalty 2919.862501 = -674999.385018
  nChanged 164
		SP:Iteration 8Q (69004.170000 sec): 3 clusters
  Score: Raw -677984.922432 + Penalty 2919.862501 = -675065.059931
  nChanged 147
		SP:Iteration 9Q (69004.290000 sec): 3 clusters
  Score: Raw -678048.777180 + Penalty 2919.862501 = -675128.914678
  nChanged 162
		SP:Iteration 10Q (69004.420000 sec): 3 clusters
  Score: Raw -678126.220304 + Penalty 2919.862501 = -675206.357803
  nChanged 146
		SP:Iteration 11Q (69004.550000 sec): 3 clusters
  Score: Raw -678191.453951 + Penalty 2919.862501 = -675271.591450
  nChanged 131
		SP:Iteration 12Q (69004.690000 sec): 3 clusters
  Score: Raw -678256.589069 + Penalty 2919.862501 = -675336.726568
  nChanged 125
		SP:Iteration 13Q (69004.810000 sec): 3 clusters
  Score: Raw -678312.405252 + Penalty 2919.862501 = -675392.542750
  nChanged 97
		SP:Iteration 14Q (69004.950000 sec): 3 clusters
  Score: Raw -678354.977134 + Penalty 2919.862501 = -675435.114632
  nChanged 91
		SP:Iteration 15Q (69005.070000 sec): 3 clusters
  Score: Raw -678398.643279 + Penalty 2919.862501 = -675478.780778
  nChanged 80
		SP:Iteration 16Q (69005.210000 sec): 3 clusters
  Score: Raw -678432.818161 + Penalty 2919.862501 = -675512.955660
  nChanged 68
		SP:Iteration 17Q (69005.330000 sec): 3 clusters
  Score: Raw -678461.027810 + Penalty 2919.862501 = -675541.165309
  nChanged 60
		SP:Iteration 18Q (69005.460000 sec): 3 clusters
  Score: Raw -678482.731173 + Penalty 2919.862501 = -675562.868672
  nChanged 49
		SP:Iteration 19Q (69005.590000 sec): 3 clusters
  Score: Raw -678498.658687 + Penalty 2919.862501 = -675578.796186
  nChanged 55
		SP:Iteration 20F (69005.720000 sec): 3 clusters
  Score: Raw -678516.135251 + Penalty 2919.862501 = -675596.272749
  nChanged 58
		SP:Iteration 21Q (69005.850000 sec): 3 clusters
  Score: Raw -678537.392410 + Penalty 2919.862501 = -675617.529909
  nChanged 56
		SP:Iteration 22Q (69005.970000 sec): 3 clusters
  Score: Raw -678561.477584 + Penalty 2919.862501 = -675641.615083
  nChanged 56
		SP:Iteration 23Q (69006.100000 sec): 3 clusters
  Score: Raw -678582.000302 + Penalty 2919.862501 = -675662.137801
  nChanged 55
		SP:Iteration 24Q (69006.230000 sec): 3 clusters
  Score: Raw -678602.863224 + Penalty 2919.862501 = -675683.000723
  nChanged 46
		SP:Iteration 25Q (69006.350000 sec): 3 clusters
  Score: Raw -678622.305742 + Penalty 2919.862501 = -675702.443241
  nChanged 37
		SP:Iteration 26Q (69006.480000 sec): 3 clusters
  Score: Raw -678634.480193 + Penalty 2919.862501 = -675714.617691
  nChanged 35
		SP:Iteration 27Q (69006.610000 sec): 3 clusters
  Score: Raw -678649.648300 + Penalty 2919.862501 = -675729.785798
  nChanged 36
		SP:Iteration 28Q (69006.740000 sec): 3 clusters
  Score: Raw -678664.678720 + Penalty 2919.862501 = -675744.816219
  nChanged 42
		SP:Iteration 29Q (69006.860000 sec): 3 clusters
  Score: Raw -678682.358903 + Penalty 2919.862501 = -675762.496402
  nChanged 32
		SP:Iteration 30Q (69006.980000 sec): 3 clusters
  Score: Raw -678700.734852 + Penalty 2919.862501 = -675780.872350
  nChanged 43
		SP:Iteration 31Q (69007.110000 sec): 3 clusters
  Score: Raw -678726.550560 + Penalty 2919.862501 = -675806.688059
  nChanged 54
		SP:Iteration 32Q (69007.230000 sec): 3 clusters
  Score: Raw -678757.572380 + Penalty 2919.862501 = -675837.709878
  nChanged 55
		SP:Iteration 33Q (69007.360000 sec): 3 clusters
  Score: Raw -678787.696002 + Penalty 2919.862501 = -675867.833500
  nChanged 48
		SP:Iteration 34Q (69007.480000 sec): 3 clusters
  Score: Raw -678817.005553 + Penalty 2919.862501 = -675897.143052
  nChanged 41
		SP:Iteration 35Q (69007.590000 sec): 3 clusters
  Score: Raw -678843.192723 + Penalty 2919.862501 = -675923.330222
  nChanged 42
		SP:Iteration 36Q (69007.720000 sec): 3 clusters
  Score: Raw -678870.404412 + Penalty 2919.862501 = -675950.541910
  nChanged 32
		SP:Iteration 37Q (69007.840000 sec): 3 clusters
  Score: Raw -678885.537067 + Penalty 2919.862501 = -675965.674566
  nChanged 18
		SP:Iteration 38Q (69007.960000 sec): 3 clusters
  Score: Raw -678894.643592 + Penalty 2919.862501 = -675974.781090
  nChanged 18
		SP:Iteration 39Q (69008.080000 sec): 3 clusters
  Score: Raw -678902.516036 + Penalty 2919.862501 = -675982.653535
  nChanged 12
		SP:Iteration 40F (69008.210000 sec): 3 clusters
  Score: Raw -678907.327347 + Penalty 2919.862501 = -675987.464846
  nChanged 9
		SP:Iteration 41Q (69008.330000 sec): 3 clusters
  Score: Raw -678910.773753 + Penalty 2919.862501 = -675990.911252
  nChanged 8
		SP:Iteration 42Q (69008.450000 sec): 3 clusters
  Score: Raw -678914.119805 + Penalty 2919.862501 = -675994.257304
  nChanged 7
		SP:Iteration 43Q (69008.570000 sec): 3 clusters
  Score: Raw -678916.055457 + Penalty 2919.862501 = -675996.192956
  nChanged 4
		SP:Iteration 44Q (69008.690000 sec): 3 clusters
  Score: Raw -678917.622117 + Penalty 2919.862501 = -675997.759616
  nChanged 2
		SP:Iteration 45Q (69008.820000 sec): 3 clusters
  Score: Raw -678917.990228 + Penalty 2919.862501 = -675998.127726
  nChanged 2
		SP:Iteration 46Q (69008.940000 sec): 3 clusters
  Score: Raw -678918.536101 + Penalty 2919.862501 = -675998.673600
  nChanged 2
		SP:Iteration 47Q (69009.060000 sec): 3 clusters
  Score: Raw -678918.896258 + Penalty 2919.862501 = -675999.033757
  nChanged 0
		SP:Iteration 48F (69009.180000 sec): 3 clusters
  Score: Raw -678918.896258 + Penalty 2919.862501 = -675999.033757
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69009.260000 sec): 2 clusters
  Score: Raw -238780.758887 + Penalty 1260.798588 = -237519.960298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69009.300000 sec): 3 clusters
  Score: Raw -237742.867062 + Penalty 2521.597177 = -235221.269885
  nChanged 850
		SP:Iteration 1F (69009.360000 sec): 3 clusters
  Score: Raw -238308.879301 + Penalty 2521.597177 = -235787.282124
  nChanged 183
		SP:Iteration 2F (69009.400000 sec): 3 clusters
  Score: Raw -238423.060727 + Penalty 2521.597177 = -235901.463550
  nChanged 96
		SP:Iteration 3Q (69009.450000 sec): 3 clusters
  Score: Raw -238476.570273 + Penalty 2521.597177 = -235954.973096
  nChanged 66
		SP:Iteration 4Q (69009.490000 sec): 3 clusters
  Score: Raw -238513.019260 + Penalty 2521.597177 = -235991.422084
  nChanged 50
		SP:Iteration 5Q (69009.540000 sec): 3 clusters
  Score: Raw -238544.293028 + Penalty 2521.597177 = -236022.695851
  nChanged 43
		SP:Iteration 6Q (69009.590000 sec): 3 clusters
  Score: Raw -238567.749982 + Penalty 2521.597177 = -236046.152806
  nChanged 45
		SP:Iteration 7Q (69009.630000 sec): 3 clusters
  Score: Raw -238591.437597 + Penalty 2521.597177 = -236069.840420
  nChanged 35
		SP:Iteration 8Q (69009.680000 sec): 3 clusters
  Score: Raw -238608.923205 + Penalty 2521.597177 = -236087.326028
  nChanged 32
		SP:Iteration 9Q (69009.720000 sec): 3 clusters
  Score: Raw -238627.267446 + Penalty 2521.597177 = -236105.670269
  nChanged 29
		SP:Iteration 10Q (69009.770000 sec): 3 clusters
  Score: Raw -238645.106732 + Penalty 2521.597177 = -236123.509556
  nChanged 28
		SP:Iteration 11Q (69009.820000 sec): 3 clusters
  Score: Raw -238658.402759 + Penalty 2521.597177 = -236136.805582
  nChanged 33
		SP:Iteration 12Q (69009.860000 sec): 3 clusters
  Score: Raw -238682.140925 + Penalty 2521.597177 = -236160.543748
  nChanged 25
		SP:Iteration 13Q (69009.910000 sec): 3 clusters
  Score: Raw -238696.733867 + Penalty 2521.597177 = -236175.136690
  nChanged 30
		SP:Iteration 14Q (69009.960000 sec): 3 clusters
  Score: Raw -238717.067738 + Penalty 2521.597177 = -236195.470561
  nChanged 32
		SP:Iteration 15Q (69010.000000 sec): 3 clusters
  Score: Raw -238735.006318 + Penalty 2521.597177 = -236213.409141
  nChanged 32
		SP:Iteration 16Q (69010.050000 sec): 3 clusters
  Score: Raw -238751.985806 + Penalty 2521.597177 = -236230.388629
  nChanged 36
		SP:Iteration 17Q (69010.090000 sec): 3 clusters
  Score: Raw -238782.448374 + Penalty 2521.597177 = -236260.851198
  nChanged 43
		SP:Iteration 18Q (69010.140000 sec): 3 clusters
  Score: Raw -238815.794848 + Penalty 2521.597177 = -236294.197671
  nChanged 36
		SP:Iteration 19Q (69010.180000 sec): 3 clusters
  Score: Raw -238844.042572 + Penalty 2521.597177 = -236322.445395
  nChanged 36
		SP:Iteration 20F (69010.230000 sec): 3 clusters
  Score: Raw -238869.070931 + Penalty 2521.597177 = -236347.473754
  nChanged 33
		SP:Iteration 21Q (69010.280000 sec): 3 clusters
  Score: Raw -238896.473915 + Penalty 2521.597177 = -236374.876738
  nChanged 38
		SP:Iteration 22Q (69010.320000 sec): 3 clusters
  Score: Raw -238927.121880 + Penalty 2521.597177 = -236405.524703
  nChanged 35
		SP:Iteration 23Q (69010.370000 sec): 3 clusters
  Score: Raw -238957.691469 + Penalty 2521.597177 = -236436.094292
  nChanged 49
		SP:Iteration 24Q (69010.410000 sec): 3 clusters
  Score: Raw -238999.883621 + Penalty 2521.597177 = -236478.286444
  nChanged 63
		SP:Iteration 25Q (69010.460000 sec): 3 clusters
  Score: Raw -239050.063294 + Penalty 2521.597177 = -236528.466117
  nChanged 50
		SP:Iteration 26Q (69010.500000 sec): 3 clusters
  Score: Raw -239088.442895 + Penalty 2521.597177 = -236566.845719
  nChanged 44
		SP:Iteration 27Q (69010.550000 sec): 3 clusters
  Score: Raw -239141.099461 + Penalty 2521.597177 = -236619.502284
  nChanged 60
		SP:Iteration 28Q (69010.600000 sec): 3 clusters
  Score: Raw -239233.625453 + Penalty 2521.597177 = -236712.028276
  nChanged 77
		SP:Iteration 29Q (69010.640000 sec): 3 clusters
  Score: Raw -239358.068754 + Penalty 2521.597177 = -236836.471577
  nChanged 67
		SP:Iteration 30Q (69010.680000 sec): 3 clusters
  Score: Raw -239451.798385 + Penalty 2521.597177 = -236930.201208
  nChanged 59
		SP:Iteration 31Q (69010.730000 sec): 3 clusters
  Score: Raw -239527.542517 + Penalty 2521.597177 = -237005.945340
  nChanged 36
		SP:Iteration 32Q (69010.770000 sec): 3 clusters
  Score: Raw -239558.423341 + Penalty 2521.597177 = -237036.826164
  nChanged 15
		SP:Iteration 33Q (69010.820000 sec): 3 clusters
  Score: Raw -239565.087190 + Penalty 2521.597177 = -237043.490013
  nChanged 2
		SP:Iteration 34Q (69010.860000 sec): 3 clusters
  Score: Raw -239566.045102 + Penalty 2521.597177 = -237044.447926
  nChanged 0
		SP:Iteration 35F (69010.900000 sec): 3 clusters
  Score: Raw -239566.045102 + Penalty 2521.597177 = -237044.447926
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69011.030000 sec): 2 clusters
  Score: Raw -1172090.066060 + Penalty 1526.591690 = -1170563.474370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69011.250000 sec): 3 clusters
  Score: Raw -1165281.736952 + Penalty 3053.183380 = -1162228.553572
  nChanged 5163
		SP:Iteration 1F (69011.410000 sec): 3 clusters
  Score: Raw -1168071.235371 + Penalty 3053.183380 = -1165018.051992
  nChanged 815
		SP:Iteration 2F (69011.570000 sec): 3 clusters
  Score: Raw -1168490.794702 + Penalty 3053.183380 = -1165437.611322
  nChanged 740
		SP:Iteration 3F (69011.740000 sec): 3 clusters
  Score: Raw -1168884.672161 + Penalty 3053.183380 = -1165831.488781
  nChanged 663
		SP:Iteration 4F (69011.940000 sec): 3 clusters
  Score: Raw -1169204.815437 + Penalty 3053.183380 = -1166151.632057
  nChanged 590
		SP:Iteration 5Q (69012.130000 sec): 3 clusters
  Score: Raw -1169477.341584 + Penalty 3053.183380 = -1166424.158205
  nChanged 510
		SP:Iteration 6Q (69012.320000 sec): 3 clusters
  Score: Raw -1169719.042945 + Penalty 3053.183380 = -1166665.859565
  nChanged 494
		SP:Iteration 7Q (69012.500000 sec): 3 clusters
  Score: Raw -1169961.832183 + Penalty 3053.183380 = -1166908.648804
  nChanged 473
		SP:Iteration 8Q (69012.700000 sec): 3 clusters
  Score: Raw -1170223.954779 + Penalty 3053.183380 = -1167170.771399
  nChanged 452
		SP:Iteration 9Q (69012.880000 sec): 3 clusters
  Score: Raw -1170470.985290 + Penalty 3053.183380 = -1167417.801910
  nChanged 419
		SP:Iteration 10Q (69013.060000 sec): 3 clusters
  Score: Raw -1170671.095336 + Penalty 3053.183380 = -1167617.911956
  nChanged 357
		SP:Iteration 11Q (69013.260000 sec): 3 clusters
  Score: Raw -1170840.207915 + Penalty 3053.183380 = -1167787.024535
  nChanged 317
		SP:Iteration 12Q (69013.450000 sec): 3 clusters
  Score: Raw -1170982.780419 + Penalty 3053.183380 = -1167929.597039
  nChanged 294
		SP:Iteration 13Q (69013.670000 sec): 3 clusters
  Score: Raw -1171112.738356 + Penalty 3053.183380 = -1168059.554977
  nChanged 260
		SP:Iteration 14Q (69013.860000 sec): 3 clusters
  Score: Raw -1171220.502404 + Penalty 3053.183380 = -1168167.319024
  nChanged 240
		SP:Iteration 15Q (69014.050000 sec): 3 clusters
  Score: Raw -1171320.578414 + Penalty 3053.183380 = -1168267.395034
  nChanged 226
		SP:Iteration 16Q (69014.230000 sec): 3 clusters
  Score: Raw -1171417.596580 + Penalty 3053.183380 = -1168364.413200
  nChanged 226
		SP:Iteration 17Q (69014.410000 sec): 3 clusters
  Score: Raw -1171511.298578 + Penalty 3053.183380 = -1168458.115199
  nChanged 209
		SP:Iteration 18Q (69014.600000 sec): 3 clusters
  Score: Raw -1171614.594896 + Penalty 3053.183380 = -1168561.411516
  nChanged 213
		SP:Iteration 19Q (69014.770000 sec): 3 clusters
  Score: Raw -1171697.442115 + Penalty 3053.183380 = -1168644.258735
  nChanged 184
		SP:Iteration 20F (69014.970000 sec): 3 clusters
  Score: Raw -1171775.905842 + Penalty 3053.183380 = -1168722.722462
  nChanged 172
		SP:Iteration 21Q (69015.150000 sec): 3 clusters
  Score: Raw -1171843.599833 + Penalty 3053.183380 = -1168790.416453
  nChanged 160
		SP:Iteration 22Q (69015.320000 sec): 3 clusters
  Score: Raw -1171902.446407 + Penalty 3053.183380 = -1168849.263027
  nChanged 141
		SP:Iteration 23Q (69015.520000 sec): 3 clusters
  Score: Raw -1171953.200845 + Penalty 3053.183380 = -1168900.017465
  nChanged 114
		SP:Iteration 24Q (69015.690000 sec): 3 clusters
  Score: Raw -1171995.913071 + Penalty 3053.183380 = -1168942.729691
  nChanged 119
		SP:Iteration 25Q (69015.870000 sec): 3 clusters
  Score: Raw -1172043.705395 + Penalty 3053.183380 = -1168990.522016
  nChanged 126
		SP:Iteration 26Q (69016.050000 sec): 3 clusters
  Score: Raw -1172098.272051 + Penalty 3053.183380 = -1169045.088671
  nChanged 125
		SP:Iteration 27Q (69016.220000 sec): 3 clusters
  Score: Raw -1172149.640229 + Penalty 3053.183380 = -1169096.456850
  nChanged 109
		SP:Iteration 28Q (69016.410000 sec): 3 clusters
  Score: Raw -1172192.623113 + Penalty 3053.183380 = -1169139.439733
  nChanged 91
		SP:Iteration 29Q (69016.580000 sec): 3 clusters
  Score: Raw -1172228.744588 + Penalty 3053.183380 = -1169175.561208
  nChanged 89
		SP:Iteration 30Q (69016.750000 sec): 3 clusters
  Score: Raw -1172260.172661 + Penalty 3053.183380 = -1169206.989281
  nChanged 79
		SP:Iteration 31Q (69016.930000 sec): 3 clusters
  Score: Raw -1172289.864281 + Penalty 3053.183380 = -1169236.680901
  nChanged 62
		SP:Iteration 32Q (69017.100000 sec): 3 clusters
  Score: Raw -1172310.697011 + Penalty 3053.183380 = -1169257.513631
  nChanged 53
		SP:Iteration 33Q (69017.280000 sec): 3 clusters
  Score: Raw -1172328.092913 + Penalty 3053.183380 = -1169274.909533
  nChanged 46
		SP:Iteration 34Q (69017.450000 sec): 3 clusters
  Score: Raw -1172340.907481 + Penalty 3053.183380 = -1169287.724101
  nChanged 34
		SP:Iteration 35Q (69017.640000 sec): 3 clusters
  Score: Raw -1172351.200780 + Penalty 3053.183380 = -1169298.017400
  nChanged 29
		SP:Iteration 36Q (69017.810000 sec): 3 clusters
  Score: Raw -1172358.664879 + Penalty 3053.183380 = -1169305.481499
  nChanged 17
		SP:Iteration 37Q (69017.980000 sec): 3 clusters
  Score: Raw -1172362.808224 + Penalty 3053.183380 = -1169309.624844
  nChanged 17
		SP:Iteration 38Q (69018.160000 sec): 3 clusters
  Score: Raw -1172366.652812 + Penalty 3053.183380 = -1169313.469432
  nChanged 21
		SP:Iteration 39Q (69018.320000 sec): 3 clusters
  Score: Raw -1172373.186977 + Penalty 3053.183380 = -1169320.003597
  nChanged 19
		SP:Iteration 40F (69018.510000 sec): 3 clusters
  Score: Raw -1172377.682566 + Penalty 3053.183380 = -1169324.499186
  nChanged 16
		SP:Iteration 41Q (69018.680000 sec): 3 clusters
  Score: Raw -1172381.587664 + Penalty 3053.183380 = -1169328.404285
  nChanged 15
		SP:Iteration 42Q (69018.880000 sec): 3 clusters
  Score: Raw -1172385.162826 + Penalty 3053.183380 = -1169331.979446
  nChanged 16
		SP:Iteration 43Q (69019.040000 sec): 3 clusters
  Score: Raw -1172389.143300 + Penalty 3053.183380 = -1169335.959920
  nChanged 22
		SP:Iteration 44Q (69019.210000 sec): 3 clusters
  Score: Raw -1172395.510227 + Penalty 3053.183380 = -1169342.326848
  nChanged 23
		SP:Iteration 45Q (69019.390000 sec): 3 clusters
  Score: Raw -1172402.009344 + Penalty 3053.183380 = -1169348.825964
  nChanged 30
		SP:Iteration 46Q (69019.550000 sec): 3 clusters
  Score: Raw -1172410.533353 + Penalty 3053.183380 = -1169357.349974
  nChanged 24
		SP:Iteration 47Q (69019.740000 sec): 3 clusters
  Score: Raw -1172417.110354 + Penalty 3053.183380 = -1169363.926975
  nChanged 18
		SP:Iteration 48Q (69019.900000 sec): 3 clusters
  Score: Raw -1172423.238882 + Penalty 3053.183380 = -1169370.055502
  nChanged 11
		SP:Iteration 49Q (69020.090000 sec): 3 clusters
  Score: Raw -1172426.210619 + Penalty 3053.183380 = -1169373.027239
  nChanged 10
		SP:Iteration 50Q (69020.250000 sec): 3 clusters
  Score: Raw -1172429.590340 + Penalty 3053.183380 = -1169376.406960
  nChanged 11
		SP:Iteration 51Q (69020.430000 sec): 3 clusters
  Score: Raw -1172433.413099 + Penalty 3053.183380 = -1169380.229719
  nChanged 14
		SP:Iteration 52Q (69020.600000 sec): 3 clusters
  Score: Raw -1172437.301968 + Penalty 3053.183380 = -1169384.118588
  nChanged 11
		SP:Iteration 53Q (69020.770000 sec): 3 clusters
  Score: Raw -1172441.209199 + Penalty 3053.183380 = -1169388.025819
  nChanged 12
		SP:Iteration 54Q (69020.940000 sec): 3 clusters
  Score: Raw -1172445.976628 + Penalty 3053.183380 = -1169392.793248
  nChanged 9
		SP:Iteration 55Q (69021.110000 sec): 3 clusters
  Score: Raw -1172448.925665 + Penalty 3053.183380 = -1169395.742286
  nChanged 7
		SP:Iteration 56Q (69021.280000 sec): 3 clusters
  Score: Raw -1172450.996886 + Penalty 3053.183380 = -1169397.813506
  nChanged 6
		SP:Iteration 57Q (69021.450000 sec): 3 clusters
  Score: Raw -1172453.473965 + Penalty 3053.183380 = -1169400.290586
  nChanged 8
		SP:Iteration 58Q (69021.630000 sec): 3 clusters
  Score: Raw -1172456.188737 + Penalty 3053.183380 = -1169403.005357
  nChanged 7
		SP:Iteration 59Q (69021.790000 sec): 3 clusters
  Score: Raw -1172457.788290 + Penalty 3053.183380 = -1169404.604910
  nChanged 9
		SP:Iteration 60F (69021.980000 sec): 3 clusters
  Score: Raw -1172460.244146 + Penalty 3053.183380 = -1169407.060767
  nChanged 8
		SP:Iteration 61Q (69022.150000 sec): 3 clusters
  Score: Raw -1172461.939447 + Penalty 3053.183380 = -1169408.756067
  nChanged 8
		SP:Iteration 62Q (69022.340000 sec): 3 clusters
  Score: Raw -1172464.319612 + Penalty 3053.183380 = -1169411.136233
  nChanged 9
		SP:Iteration 63Q (69022.510000 sec): 3 clusters
  Score: Raw -1172465.830491 + Penalty 3053.183380 = -1169412.647112
  nChanged 8
		SP:Iteration 64Q (69022.670000 sec): 3 clusters
  Score: Raw -1172468.073342 + Penalty 3053.183380 = -1169414.889962
  nChanged 9
		SP:Iteration 65Q (69022.850000 sec): 3 clusters
  Score: Raw -1172470.388013 + Penalty 3053.183380 = -1169417.204633
  nChanged 7
		SP:Iteration 66Q (69023.010000 sec): 3 clusters
  Score: Raw -1172472.623199 + Penalty 3053.183380 = -1169419.439820
  nChanged 6
		SP:Iteration 67Q (69023.190000 sec): 3 clusters
  Score: Raw -1172473.849315 + Penalty 3053.183380 = -1169420.665936
  nChanged 2
		SP:Iteration 68Q (69023.350000 sec): 3 clusters
  Score: Raw -1172474.201102 + Penalty 3053.183380 = -1169421.017722
  nChanged 0
		SP:Iteration 69F (69023.540000 sec): 3 clusters
  Score: Raw -1172474.201102 + Penalty 3053.183380 = -1169421.017722
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69023.610000 sec): 2 clusters
  Score: Raw -170138.193760 + Penalty 1201.704976 = -168936.488784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69023.650000 sec): 3 clusters
  Score: Raw -169446.382322 + Penalty 2403.409953 = -167042.972369
  nChanged 517
		SP:Iteration 1F (69023.680000 sec): 3 clusters
  Score: Raw -169809.370092 + Penalty 2403.409953 = -167405.960139
  nChanged 139
		SP:Iteration 2F (69023.710000 sec): 3 clusters
  Score: Raw -169933.139482 + Penalty 2403.409953 = -167529.729530
  nChanged 79
		SP:Iteration 3Q (69023.740000 sec): 3 clusters
  Score: Raw -169989.292994 + Penalty 2403.409953 = -167585.883041
  nChanged 64
		SP:Iteration 4Q (69023.780000 sec): 3 clusters
  Score: Raw -170038.322897 + Penalty 2403.409953 = -167634.912945
  nChanged 47
		SP:Iteration 5Q (69023.810000 sec): 3 clusters
  Score: Raw -170076.020621 + Penalty 2403.409953 = -167672.610669
  nChanged 42
		SP:Iteration 6Q (69023.840000 sec): 3 clusters
  Score: Raw -170110.783545 + Penalty 2403.409953 = -167707.373592
  nChanged 32
		SP:Iteration 7Q (69023.870000 sec): 3 clusters
  Score: Raw -170145.067815 + Penalty 2403.409953 = -167741.657863
  nChanged 36
		SP:Iteration 8Q (69023.910000 sec): 3 clusters
  Score: Raw -170177.257735 + Penalty 2403.409953 = -167773.847783
  nChanged 29
		SP:Iteration 9Q (69023.940000 sec): 3 clusters
  Score: Raw -170199.479575 + Penalty 2403.409953 = -167796.069622
  nChanged 24
		SP:Iteration 10Q (69023.970000 sec): 3 clusters
  Score: Raw -170221.389798 + Penalty 2403.409953 = -167817.979845
  nChanged 23
		SP:Iteration 11Q (69024.000000 sec): 3 clusters
  Score: Raw -170240.348847 + Penalty 2403.409953 = -167836.938894
  nChanged 14
		SP:Iteration 12Q (69024.030000 sec): 3 clusters
  Score: Raw -170249.007070 + Penalty 2403.409953 = -167845.597117
  nChanged 10
		SP:Iteration 13Q (69024.070000 sec): 3 clusters
  Score: Raw -170256.583046 + Penalty 2403.409953 = -167853.173093
  nChanged 12
		SP:Iteration 14Q (69024.090000 sec): 3 clusters
  Score: Raw -170263.526327 + Penalty 2403.409953 = -167860.116374
  nChanged 8
		SP:Iteration 15Q (69024.130000 sec): 3 clusters
  Score: Raw -170266.763761 + Penalty 2403.409953 = -167863.353809
  nChanged 2
		SP:Iteration 16Q (69024.160000 sec): 3 clusters
  Score: Raw -170267.340381 + Penalty 2403.409953 = -167863.930428
  nChanged 2
		SP:Iteration 17Q (69024.190000 sec): 3 clusters
  Score: Raw -170269.502908 + Penalty 2403.409953 = -167866.092955
  nChanged 4
		SP:Iteration 18Q (69024.220000 sec): 3 clusters
  Score: Raw -170271.193300 + Penalty 2403.409953 = -167867.783347
  nChanged 2
		SP:Iteration 19Q (69024.250000 sec): 3 clusters
  Score: Raw -170271.810187 + Penalty 2403.409953 = -167868.400234
  nChanged 1
		SP:Iteration 20F (69024.280000 sec): 3 clusters
  Score: Raw -170272.025927 + Penalty 2403.409953 = -167868.615974
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (172739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69025.500000 sec): 2 clusters
  Score: Raw -16719989.556096 + Penalty 1959.674773 = -16718029.881323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69027.190000 sec): 3 clusters
  Score: Raw -16605451.074413 + Penalty 3919.349546 = -16601531.724867
  nChanged 83551
		SP:Iteration 1F (69028.920000 sec): 3 clusters
  Score: Raw -16655496.741468 + Penalty 3919.349546 = -16651577.391922
  nChanged 7035
		SP:Iteration 2Q (69030.670000 sec): 3 clusters
  Score: Raw -16658007.908353 + Penalty 3919.349546 = -16654088.558807
  nChanged 8226
		SP:Iteration 3Q (69032.470000 sec): 3 clusters
  Score: Raw -16661833.273402 + Penalty 3919.349546 = -16657913.923856
  nChanged 9739
		SP:Iteration 4F (69034.200000 sec): 3 clusters
  Score: Raw -16667444.225158 + Penalty 3919.349546 = -16663524.875613
  nChanged 10950
		SP:Iteration 5F (69035.880000 sec): 3 clusters
  Score: Raw -16674739.863933 + Penalty 3919.349546 = -16670820.514388
  nChanged 11311
		SP:Iteration 6F (69037.570000 sec): 3 clusters
  Score: Raw -16682835.606772 + Penalty 3919.349546 = -16678916.257226
  nChanged 10813
		SP:Iteration 7F (69039.260000 sec): 3 clusters
  Score: Raw -16690760.658199 + Penalty 3919.349546 = -16686841.308653
  nChanged 9411
		SP:Iteration 8F (69040.980000 sec): 3 clusters
  Score: Raw -16697676.250736 + Penalty 3919.349546 = -16693756.901190
  nChanged 7620
		SP:Iteration 9Q (69042.680000 sec): 3 clusters
  Score: Raw -16703208.057171 + Penalty 3919.349546 = -16699288.707626
  nChanged 6091
		SP:Iteration 10Q (69044.300000 sec): 3 clusters
  Score: Raw -16707580.871224 + Penalty 3919.349546 = -16703661.521678
  nChanged 4740
		SP:Iteration 11Q (69045.910000 sec): 3 clusters
  Score: Raw -16710992.771770 + Penalty 3919.349546 = -16707073.422224
  nChanged 3755
		SP:Iteration 12Q (69047.460000 sec): 3 clusters
  Score: Raw -16713458.496783 + Penalty 3919.349546 = -16709539.147238
  nChanged 2889
		SP:Iteration 13Q (69049.030000 sec): 3 clusters
  Score: Raw -16715020.453851 + Penalty 3919.349546 = -16711101.104306
  nChanged 2374
		SP:Iteration 14Q (69050.590000 sec): 3 clusters
  Score: Raw -16716174.476907 + Penalty 3919.349546 = -16712255.127361
  nChanged 1917
		SP:Iteration 15Q (69052.110000 sec): 3 clusters
  Score: Raw -16717034.750771 + Penalty 3919.349546 = -16713115.401225
  nChanged 1621
		SP:Iteration 16Q (69053.660000 sec): 3 clusters
  Score: Raw -16717725.669365 + Penalty 3919.349546 = -16713806.319819
  nChanged 1381
		SP:Iteration 17Q (69055.200000 sec): 3 clusters
  Score: Raw -16718272.992691 + Penalty 3919.349546 = -16714353.643145
  nChanged 1165
		SP:Iteration 18Q (69056.760000 sec): 3 clusters
  Score: Raw -16718724.003707 + Penalty 3919.349546 = -16714804.654161
  nChanged 967
		SP:Iteration 19Q (69058.250000 sec): 3 clusters
  Score: Raw -16719071.762895 + Penalty 3919.349546 = -16715152.413349
  nChanged 773
		SP:Iteration 20F (69059.980000 sec): 3 clusters
  Score: Raw -16719332.115431 + Penalty 3919.349546 = -16715412.765885
  nChanged 641
		SP:Iteration 21Q (69061.450000 sec): 3 clusters
  Score: Raw -16719538.381209 + Penalty 3919.349546 = -16715619.031664
  nChanged 521
		SP:Iteration 22Q (69062.900000 sec): 3 clusters
  Score: Raw -16719718.449727 + Penalty 3919.349546 = -16715799.100181
  nChanged 443
		SP:Iteration 23Q (69064.400000 sec): 3 clusters
  Score: Raw -16719880.001152 + Penalty 3919.349546 = -16715960.651606
  nChanged 396
		SP:Iteration 24Q (69065.860000 sec): 3 clusters
  Score: Raw -16720029.193153 + Penalty 3919.349546 = -16716109.843607
  nChanged 328
		SP:Iteration 25Q (69067.360000 sec): 3 clusters
  Score: Raw -16720150.552406 + Penalty 3919.349546 = -16716231.202861
  nChanged 287
		SP:Iteration 26Q (69068.800000 sec): 3 clusters
  Score: Raw -16720261.986608 + Penalty 3919.349546 = -16716342.637062
  nChanged 240
		SP:Iteration 27Q (69070.250000 sec): 3 clusters
  Score: Raw -16720346.603681 + Penalty 3919.349546 = -16716427.254135
  nChanged 183
		SP:Iteration 28Q (69071.750000 sec): 3 clusters
  Score: Raw -16720418.956642 + Penalty 3919.349546 = -16716499.607096
  nChanged 171
		SP:Iteration 29Q (69073.200000 sec): 3 clusters
  Score: Raw -16720487.854338 + Penalty 3919.349546 = -16716568.504792
  nChanged 147
		SP:Iteration 30Q (69074.640000 sec): 3 clusters
  Score: Raw -16720541.601649 + Penalty 3919.349546 = -16716622.252104
  nChanged 126
		SP:Iteration 31Q (69076.140000 sec): 3 clusters
  Score: Raw -16720585.976622 + Penalty 3919.349546 = -16716666.627076
  nChanged 107
		SP:Iteration 32Q (69077.610000 sec): 3 clusters
  Score: Raw -16720627.095071 + Penalty 3919.349546 = -16716707.745525
  nChanged 99
		SP:Iteration 33Q (69079.060000 sec): 3 clusters
  Score: Raw -16720667.491273 + Penalty 3919.349546 = -16716748.141728
  nChanged 105
		SP:Iteration 34Q (69080.550000 sec): 3 clusters
  Score: Raw -16720708.844584 + Penalty 3919.349546 = -16716789.495038
  nChanged 91
		SP:Iteration 35Q (69082.020000 sec): 3 clusters
  Score: Raw -16720742.458250 + Penalty 3919.349546 = -16716823.108704
  nChanged 76
		SP:Iteration 36Q (69083.510000 sec): 3 clusters
  Score: Raw -16720768.183055 + Penalty 3919.349546 = -16716848.833510
  nChanged 68
		SP:Iteration 37Q (69084.980000 sec): 3 clusters
  Score: Raw -16720791.731597 + Penalty 3919.349546 = -16716872.382051
  nChanged 71
		SP:Iteration 38Q (69086.420000 sec): 3 clusters
  Score: Raw -16720815.951031 + Penalty 3919.349546 = -16716896.601485
  nChanged 71
		SP:Iteration 39Q (69087.870000 sec): 3 clusters
  Score: Raw -16720840.393831 + Penalty 3919.349546 = -16716921.044285
  nChanged 70
		SP:Iteration 40F (69089.560000 sec): 3 clusters
  Score: Raw -16720865.974460 + Penalty 3919.349546 = -16716946.624914
  nChanged 81
		SP:Iteration 41Q (69091.050000 sec): 3 clusters
  Score: Raw -16720901.407935 + Penalty 3919.349546 = -16716982.058389
  nChanged 86
		SP:Iteration 42Q (69092.490000 sec): 3 clusters
  Score: Raw -16720948.663248 + Penalty 3919.349546 = -16717029.313702
  nChanged 104
		SP:Iteration 43Q (69093.940000 sec): 3 clusters
  Score: Raw -16721004.944087 + Penalty 3919.349546 = -16717085.594541
  nChanged 116
		SP:Iteration 44Q (69095.380000 sec): 3 clusters
  Score: Raw -16721080.212576 + Penalty 3919.349546 = -16717160.863030
  nChanged 152
		SP:Iteration 45Q (69096.880000 sec): 3 clusters
  Score: Raw -16721173.527739 + Penalty 3919.349546 = -16717254.178193
  nChanged 146
		SP:Iteration 46Q (69098.350000 sec): 3 clusters
  Score: Raw -16721245.914679 + Penalty 3919.349546 = -16717326.565133
  nChanged 135
		SP:Iteration 47Q (69099.790000 sec): 3 clusters
  Score: Raw -16721311.742289 + Penalty 3919.349546 = -16717392.392743
  nChanged 149
		SP:Iteration 48Q (69101.270000 sec): 3 clusters
  Score: Raw -16721373.945755 + Penalty 3919.349546 = -16717454.596209
  nChanged 126
		SP:Iteration 49Q (69102.730000 sec): 3 clusters
  Score: Raw -16721417.843067 + Penalty 3919.349546 = -16717498.493521
  nChanged 102
		SP:Iteration 50Q (69104.180000 sec): 3 clusters
  Score: Raw -16721448.366555 + Penalty 3919.349546 = -16717529.017009
  nChanged 68
		SP:Iteration 51Q (69105.670000 sec): 3 clusters
  Score: Raw -16721464.925096 + Penalty 3919.349546 = -16717545.575550
  nChanged 53
		SP:Iteration 52Q (69107.140000 sec): 3 clusters
  Score: Raw -16721477.964879 + Penalty 3919.349546 = -16717558.615333
  nChanged 49
		SP:Iteration 53Q (69108.580000 sec): 3 clusters
  Score: Raw -16721487.749525 + Penalty 3919.349546 = -16717568.399980
  nChanged 41
		SP:Iteration 54Q (69110.080000 sec): 3 clusters
  Score: Raw -16721494.269414 + Penalty 3919.349546 = -16717574.919868
  nChanged 26
		SP:Iteration 55Q (69111.520000 sec): 3 clusters
  Score: Raw -16721499.001825 + Penalty 3919.349546 = -16717579.652280
  nChanged 24
		SP:Iteration 56Q (69112.970000 sec): 3 clusters
  Score: Raw -16721502.975713 + Penalty 3919.349546 = -16717583.626168
  nChanged 23
		SP:Iteration 57Q (69114.460000 sec): 3 clusters
  Score: Raw -16721507.687845 + Penalty 3919.349546 = -16717588.338299
  nChanged 33
		SP:Iteration 58Q (69115.940000 sec): 3 clusters
  Score: Raw -16721513.238859 + Penalty 3919.349546 = -16717593.889313
  nChanged 25
		SP:Iteration 59Q (69117.440000 sec): 3 clusters
  Score: Raw -16721517.432203 + Penalty 3919.349546 = -16717598.082658
  nChanged 22
		SP:Iteration 60F (69119.100000 sec): 3 clusters
  Score: Raw -16721523.865264 + Penalty 3919.349546 = -16717604.515718
  nChanged 17
		SP:Iteration 61Q (69120.590000 sec): 3 clusters
  Score: Raw -16721527.246446 + Penalty 3919.349546 = -16717607.896900
  nChanged 27
		SP:Iteration 62Q (69122.030000 sec): 3 clusters
  Score: Raw -16721531.666067 + Penalty 3919.349546 = -16717612.316521
  nChanged 26
		SP:Iteration 63Q (69123.530000 sec): 3 clusters
  Score: Raw -16721535.775461 + Penalty 3919.349546 = -16717616.425916
  nChanged 23
		SP:Iteration 64Q (69125.010000 sec): 3 clusters
  Score: Raw -16721538.855572 + Penalty 3919.349546 = -16717619.506026
  nChanged 11
		SP:Iteration 65Q (69126.500000 sec): 3 clusters
  Score: Raw -16721540.779482 + Penalty 3919.349546 = -16717621.429936
  nChanged 15
		SP:Iteration 66Q (69127.970000 sec): 3 clusters
  Score: Raw -16721543.082586 + Penalty 3919.349546 = -16717623.733041
  nChanged 16
		SP:Iteration 67Q (69129.470000 sec): 3 clusters
  Score: Raw -16721545.508808 + Penalty 3919.349546 = -16717626.159262
  nChanged 12
		SP:Iteration 68Q (69130.940000 sec): 3 clusters
  Score: Raw -16721547.538532 + Penalty 3919.349546 = -16717628.188986
  nChanged 15
		SP:Iteration 69Q (69132.430000 sec): 3 clusters
  Score: Raw -16721549.250198 + Penalty 3919.349546 = -16717629.900653
  nChanged 12
		SP:Iteration 70Q (69133.910000 sec): 3 clusters
  Score: Raw -16721551.245560 + Penalty 3919.349546 = -16717631.896014
  nChanged 10
		SP:Iteration 71Q (69135.410000 sec): 3 clusters
  Score: Raw -16721552.698746 + Penalty 3919.349546 = -16717633.349200
  nChanged 15
		SP:Iteration 72Q (69136.870000 sec): 3 clusters
  Score: Raw -16721554.895110 + Penalty 3919.349546 = -16717635.545564
  nChanged 12
		SP:Iteration 73Q (69138.320000 sec): 3 clusters
  Score: Raw -16721556.881568 + Penalty 3919.349546 = -16717637.532022
  nChanged 11
		SP:Iteration 74Q (69139.830000 sec): 3 clusters
  Score: Raw -16721558.235898 + Penalty 3919.349546 = -16717638.886352
  nChanged 8
		SP:Iteration 75Q (69141.270000 sec): 3 clusters
  Score: Raw -16721559.414995 + Penalty 3919.349546 = -16717640.065450
  nChanged 11
		SP:Iteration 76Q (69142.720000 sec): 3 clusters
  Score: Raw -16721560.794018 + Penalty 3919.349546 = -16717641.444472
  nChanged 11
		SP:Iteration 77Q (69144.210000 sec): 3 clusters
  Score: Raw -16721562.539721 + Penalty 3919.349546 = -16717643.190175
  nChanged 12
		SP:Iteration 78Q (69145.660000 sec): 3 clusters
  Score: Raw -16721564.513318 + Penalty 3919.349546 = -16717645.163773
  nChanged 7
		SP:Iteration 79Q (69147.110000 sec): 3 clusters
  Score: Raw -16721565.548351 + Penalty 3919.349546 = -16717646.198805
  nChanged 10
		SP:Iteration 80F (69148.800000 sec): 3 clusters
  Score: Raw -16721566.755799 + Penalty 3919.349546 = -16717647.406253
  nChanged 9
		SP:Iteration 81Q (69150.240000 sec): 3 clusters
  Score: Raw -16721567.881317 + Penalty 3919.349546 = -16717648.531772
  nChanged 9
		SP:Iteration 82Q (69151.740000 sec): 3 clusters
  Score: Raw -16721568.868894 + Penalty 3919.349546 = -16717649.519349
  nChanged 7
		SP:Iteration 83Q (69153.210000 sec): 3 clusters
  Score: Raw -16721569.499759 + Penalty 3919.349546 = -16717650.150213
  nChanged 1
		SP:Iteration 84Q (69154.710000 sec): 3 clusters
  Score: Raw -16721569.580392 + Penalty 3919.349546 = -16717650.230847
  nChanged 1
		SP:Iteration 85Q (69156.180000 sec): 3 clusters
  Score: Raw -16721569.702991 + Penalty 3919.349546 = -16717650.353445
  nChanged 0
		SP:Iteration 86F (69157.860000 sec): 3 clusters
  Score: Raw -16721569.702991 + Penalty 3919.349546 = -16717650.353445
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (47539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69158.240000 sec): 2 clusters
  Score: Raw -4783780.290312 + Penalty 1750.012177 = -4782030.278135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69158.750000 sec): 3 clusters
  Score: Raw -4753759.887797 + Penalty 3500.024354 = -4750259.863442
  nChanged 22244
		SP:Iteration 1F (69159.230000 sec): 3 clusters
  Score: Raw -4766364.562102 + Penalty 3500.024354 = -4762864.537748
  nChanged 1976
		SP:Iteration 2Q (69159.730000 sec): 3 clusters
  Score: Raw -4766997.905396 + Penalty 3500.024354 = -4763497.881042
  nChanged 2188
		SP:Iteration 3Q (69160.230000 sec): 3 clusters
  Score: Raw -4767930.520271 + Penalty 3500.024354 = -4764430.495917
  nChanged 2724
		SP:Iteration 4F (69160.750000 sec): 3 clusters
  Score: Raw -4769498.441228 + Penalty 3500.024354 = -4765998.416874
  nChanged 3323
		SP:Iteration 5F (69161.250000 sec): 3 clusters
  Score: Raw -4771901.665877 + Penalty 3500.024354 = -4768401.641523
  nChanged 3650
		SP:Iteration 6F (69161.720000 sec): 3 clusters
  Score: Raw -4774751.594692 + Penalty 3500.024354 = -4771251.570338
  nChanged 3462
		SP:Iteration 7F (69162.200000 sec): 3 clusters
  Score: Raw -4777540.676283 + Penalty 3500.024354 = -4774040.651928
  nChanged 3086
		SP:Iteration 8F (69162.690000 sec): 3 clusters
  Score: Raw -4779802.349948 + Penalty 3500.024354 = -4776302.325593
  nChanged 2346
		SP:Iteration 9Q (69163.190000 sec): 3 clusters
  Score: Raw -4781283.537534 + Penalty 3500.024354 = -4777783.513180
  nChanged 1753
		SP:Iteration 10Q (69163.690000 sec): 3 clusters
  Score: Raw -4782162.933544 + Penalty 3500.024354 = -4778662.909190
  nChanged 1223
		SP:Iteration 11Q (69164.230000 sec): 3 clusters
  Score: Raw -4782614.741366 + Penalty 3500.024354 = -4779114.717012
  nChanged 777
		SP:Iteration 12Q (69164.740000 sec): 3 clusters
  Score: Raw -4782839.855412 + Penalty 3500.024354 = -4779339.831058
  nChanged 555
		SP:Iteration 13Q (69165.220000 sec): 3 clusters
  Score: Raw -4782987.504081 + Penalty 3500.024354 = -4779487.479726
  nChanged 451
		SP:Iteration 14Q (69165.710000 sec): 3 clusters
  Score: Raw -4783107.546846 + Penalty 3500.024354 = -4779607.522492
  nChanged 411
		SP:Iteration 15Q (69166.190000 sec): 3 clusters
  Score: Raw -4783220.839088 + Penalty 3500.024354 = -4779720.814734
  nChanged 406
		SP:Iteration 16Q (69166.670000 sec): 3 clusters
  Score: Raw -4783335.699062 + Penalty 3500.024354 = -4779835.674708
  nChanged 406
		SP:Iteration 17Q (69167.150000 sec): 3 clusters
  Score: Raw -4783454.601632 + Penalty 3500.024354 = -4779954.577278
  nChanged 415
		SP:Iteration 18Q (69167.620000 sec): 3 clusters
  Score: Raw -4783570.084031 + Penalty 3500.024354 = -4780070.059676
  nChanged 407
		SP:Iteration 19Q (69168.100000 sec): 3 clusters
  Score: Raw -4783698.713553 + Penalty 3500.024354 = -4780198.689198
  nChanged 415
		SP:Iteration 20F (69168.570000 sec): 3 clusters
  Score: Raw -4783846.265247 + Penalty 3500.024354 = -4780346.240892
  nChanged 447
		SP:Iteration 21Q (69169.040000 sec): 3 clusters
  Score: Raw -4784002.502680 + Penalty 3500.024354 = -4780502.478325
  nChanged 428
		SP:Iteration 22Q (69169.510000 sec): 3 clusters
  Score: Raw -4784164.719336 + Penalty 3500.024354 = -4780664.694982
  nChanged 413
		SP:Iteration 23Q (69169.970000 sec): 3 clusters
  Score: Raw -4784325.032420 + Penalty 3500.024354 = -4780825.008066
  nChanged 369
		SP:Iteration 24Q (69170.430000 sec): 3 clusters
  Score: Raw -4784456.858676 + Penalty 3500.024354 = -4780956.834322
  nChanged 331
		SP:Iteration 25Q (69170.940000 sec): 3 clusters
  Score: Raw -4784559.949677 + Penalty 3500.024354 = -4781059.925323
  nChanged 323
		SP:Iteration 26Q (69171.450000 sec): 3 clusters
  Score: Raw -4784656.269266 + Penalty 3500.024354 = -4781156.244911
  nChanged 313
		SP:Iteration 27Q (69171.930000 sec): 3 clusters
  Score: Raw -4784753.925172 + Penalty 3500.024354 = -4781253.900818
  nChanged 285
		SP:Iteration 28Q (69172.400000 sec): 3 clusters
  Score: Raw -4784820.925823 + Penalty 3500.024354 = -4781320.901468
  nChanged 218
		SP:Iteration 29Q (69172.880000 sec): 3 clusters
  Score: Raw -4784861.245905 + Penalty 3500.024354 = -4781361.221551
  nChanged 174
		SP:Iteration 30Q (69173.370000 sec): 3 clusters
  Score: Raw -4784891.268586 + Penalty 3500.024354 = -4781391.244232
  nChanged 143
		SP:Iteration 31Q (69173.840000 sec): 3 clusters
  Score: Raw -4784912.524006 + Penalty 3500.024354 = -4781412.499651
  nChanged 137
		SP:Iteration 32Q (69174.320000 sec): 3 clusters
  Score: Raw -4784930.464454 + Penalty 3500.024354 = -4781430.440099
  nChanged 131
		SP:Iteration 33Q (69174.800000 sec): 3 clusters
  Score: Raw -4784946.623493 + Penalty 3500.024354 = -4781446.599138
  nChanged 108
		SP:Iteration 34Q (69175.260000 sec): 3 clusters
  Score: Raw -4784958.974482 + Penalty 3500.024354 = -4781458.950127
  nChanged 95
		SP:Iteration 35Q (69175.730000 sec): 3 clusters
  Score: Raw -4784968.243984 + Penalty 3500.024354 = -4781468.219629
  nChanged 84
		SP:Iteration 36Q (69176.220000 sec): 3 clusters
  Score: Raw -4784975.057744 + Penalty 3500.024354 = -4781475.033390
  nChanged 57
		SP:Iteration 37Q (69176.690000 sec): 3 clusters
  Score: Raw -4784978.501171 + Penalty 3500.024354 = -4781478.476816
  nChanged 51
		SP:Iteration 38Q (69177.180000 sec): 3 clusters
  Score: Raw -4784981.552620 + Penalty 3500.024354 = -4781481.528265
  nChanged 44
		SP:Iteration 39Q (69177.640000 sec): 3 clusters
  Score: Raw -4784984.277567 + Penalty 3500.024354 = -4781484.253213
  nChanged 46
		SP:Iteration 40F (69178.160000 sec): 3 clusters
  Score: Raw -4784986.985600 + Penalty 3500.024354 = -4781486.961246
  nChanged 47
		SP:Iteration 41Q (69178.640000 sec): 3 clusters
  Score: Raw -4784989.512971 + Penalty 3500.024354 = -4781489.488616
  nChanged 34
		SP:Iteration 42Q (69179.110000 sec): 3 clusters
  Score: Raw -4784990.893952 + Penalty 3500.024354 = -4781490.869597
  nChanged 27
		SP:Iteration 43Q (69179.580000 sec): 3 clusters
  Score: Raw -4784992.096824 + Penalty 3500.024354 = -4781492.072470
  nChanged 24
		SP:Iteration 44Q (69180.050000 sec): 3 clusters
  Score: Raw -4784993.049184 + Penalty 3500.024354 = -4781493.024829
  nChanged 15
		SP:Iteration 45Q (69180.540000 sec): 3 clusters
  Score: Raw -4784993.389418 + Penalty 3500.024354 = -4781493.365063
  nChanged 4
		SP:Iteration 46Q (69181.010000 sec): 3 clusters
  Score: Raw -4784993.556884 + Penalty 3500.024354 = -4781493.532530
  nChanged 6
		SP:Iteration 47Q (69181.500000 sec): 3 clusters
  Score: Raw -4784993.871569 + Penalty 3500.024354 = -4781493.847214
  nChanged 11
		SP:Iteration 48Q (69181.980000 sec): 3 clusters
  Score: Raw -4784994.326254 + Penalty 3500.024354 = -4781494.301900
  nChanged 10
		SP:Iteration 49Q (69182.440000 sec): 3 clusters
  Score: Raw -4784994.750506 + Penalty 3500.024354 = -4781494.726152
  nChanged 10
		SP:Iteration 50Q (69182.940000 sec): 3 clusters
  Score: Raw -4784995.193990 + Penalty 3500.024354 = -4781495.169635
  nChanged 7
		SP:Iteration 51Q (69183.400000 sec): 3 clusters
  Score: Raw -4784995.463227 + Penalty 3500.024354 = -4781495.438872
  nChanged 4
		SP:Iteration 52Q (69183.900000 sec): 3 clusters
  Score: Raw -4784995.582725 + Penalty 3500.024354 = -4781495.558371
  nChanged 7
		SP:Iteration 53Q (69184.370000 sec): 3 clusters
  Score: Raw -4784995.739447 + Penalty 3500.024354 = -4781495.715092
  nChanged 4
		SP:Iteration 54Q (69184.840000 sec): 3 clusters
  Score: Raw -4784995.916150 + Penalty 3500.024354 = -4781495.891795
  nChanged 6
		SP:Iteration 55Q (69185.340000 sec): 3 clusters
  Score: Raw -4784996.150701 + Penalty 3500.024354 = -4781496.126347
  nChanged 7
		SP:Iteration 56Q (69185.800000 sec): 3 clusters
  Score: Raw -4784996.374577 + Penalty 3500.024354 = -4781496.350222
  nChanged 7
		SP:Iteration 57Q (69186.280000 sec): 3 clusters
  Score: Raw -4784996.611794 + Penalty 3500.024354 = -4781496.587439
  nChanged 6
		SP:Iteration 58Q (69186.770000 sec): 3 clusters
  Score: Raw -4784996.750847 + Penalty 3500.024354 = -4781496.726493
  nChanged 1
		SP:Iteration 59Q (69187.240000 sec): 3 clusters
  Score: Raw -4784996.779146 + Penalty 3500.024354 = -4781496.754792
  nChanged 1
		SP:Iteration 60F (69187.730000 sec): 3 clusters
  Score: Raw -4784996.793346 + Penalty 3500.024354 = -4781496.768991
  nChanged 1
		SP:Iteration 61Q (69188.200000 sec): 3 clusters
  Score: Raw -4784996.822072 + Penalty 3500.024354 = -4781496.797718
  nChanged 2
		SP:Iteration 62Q (69188.670000 sec): 3 clusters
  Score: Raw -4784996.849846 + Penalty 3500.024354 = -4781496.825491
  nChanged 1
		SP:Iteration 63Q (69189.160000 sec): 3 clusters
  Score: Raw -4784996.866443 + Penalty 3500.024354 = -4781496.842089
  nChanged 1
		SP:Iteration 64Q (69189.630000 sec): 3 clusters
  Score: Raw -4784996.891023 + Penalty 3500.024354 = -4781496.866669
  nChanged 1
		SP:Iteration 65Q (69190.120000 sec): 3 clusters
  Score: Raw -4784996.904096 + Penalty 3500.024354 = -4781496.879742
  nChanged 1
		SP:Iteration 66Q (69190.590000 sec): 3 clusters
  Score: Raw -4784996.920959 + Penalty 3500.024354 = -4781496.896605
  nChanged 1
		SP:Iteration 67Q (69191.060000 sec): 3 clusters
  Score: Raw -4784996.929778 + Penalty 3500.024354 = -4781496.905424
  nChanged 0
		SP:Iteration 68F (69191.580000 sec): 3 clusters
  Score: Raw -4784996.929778 + Penalty 3500.024354 = -4781496.905424
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (12577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69191.720000 sec): 2 clusters
  Score: Raw -1230133.911349 + Penalty 1533.939067 = -1228599.972282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69191.910000 sec): 3 clusters
  Score: Raw -1222860.895508 + Penalty 3067.878134 = -1219793.017374
  nChanged 5538
		SP:Iteration 1F (69192.100000 sec): 3 clusters
  Score: Raw -1226053.213890 + Penalty 3067.878134 = -1222985.335756
  nChanged 841
		SP:Iteration 2F (69192.280000 sec): 3 clusters
  Score: Raw -1226502.005832 + Penalty 3067.878134 = -1223434.127698
  nChanged 748
		SP:Iteration 3F (69192.460000 sec): 3 clusters
  Score: Raw -1226906.209478 + Penalty 3067.878134 = -1223838.331344
  nChanged 697
		SP:Iteration 4F (69192.660000 sec): 3 clusters
  Score: Raw -1227266.884461 + Penalty 3067.878134 = -1224199.006327
  nChanged 603
		SP:Iteration 5Q (69192.850000 sec): 3 clusters
  Score: Raw -1227587.070946 + Penalty 3067.878134 = -1224519.192812
  nChanged 563
		SP:Iteration 6Q (69193.040000 sec): 3 clusters
  Score: Raw -1227863.269558 + Penalty 3067.878134 = -1224795.391424
  nChanged 492
		SP:Iteration 7Q (69193.250000 sec): 3 clusters
  Score: Raw -1228081.263279 + Penalty 3067.878134 = -1225013.385145
  nChanged 439
		SP:Iteration 8Q (69193.430000 sec): 3 clusters
  Score: Raw -1228265.845736 + Penalty 3067.878134 = -1225197.967602
  nChanged 390
		SP:Iteration 9Q (69193.620000 sec): 3 clusters
  Score: Raw -1228426.084345 + Penalty 3067.878134 = -1225358.206211
  nChanged 383
		SP:Iteration 10Q (69193.810000 sec): 3 clusters
  Score: Raw -1228595.781051 + Penalty 3067.878134 = -1225527.902917
  nChanged 374
		SP:Iteration 11Q (69194.020000 sec): 3 clusters
  Score: Raw -1228756.819076 + Penalty 3067.878134 = -1225688.940942
  nChanged 333
		SP:Iteration 12Q (69194.200000 sec): 3 clusters
  Score: Raw -1228894.839042 + Penalty 3067.878134 = -1225826.960908
  nChanged 315
		SP:Iteration 13Q (69194.390000 sec): 3 clusters
  Score: Raw -1229014.937571 + Penalty 3067.878134 = -1225947.059436
  nChanged 335
		SP:Iteration 14Q (69194.570000 sec): 3 clusters
  Score: Raw -1229160.802991 + Penalty 3067.878134 = -1226092.924857
  nChanged 318
		SP:Iteration 15Q (69194.780000 sec): 3 clusters
  Score: Raw -1229305.827392 + Penalty 3067.878134 = -1226237.949258
  nChanged 301
		SP:Iteration 16Q (69194.960000 sec): 3 clusters
  Score: Raw -1229444.646865 + Penalty 3067.878134 = -1226376.768731
  nChanged 301
		SP:Iteration 17Q (69195.150000 sec): 3 clusters
  Score: Raw -1229578.432273 + Penalty 3067.878134 = -1226510.554139
  nChanged 293
		SP:Iteration 18Q (69195.330000 sec): 3 clusters
  Score: Raw -1229701.502518 + Penalty 3067.878134 = -1226633.624384
  nChanged 270
		SP:Iteration 19Q (69195.540000 sec): 3 clusters
  Score: Raw -1229817.832582 + Penalty 3067.878134 = -1226749.954448
  nChanged 252
		SP:Iteration 20F (69195.720000 sec): 3 clusters
  Score: Raw -1229939.497514 + Penalty 3067.878134 = -1226871.619380
  nChanged 233
		SP:Iteration 21Q (69195.900000 sec): 3 clusters
  Score: Raw -1230052.973765 + Penalty 3067.878134 = -1226985.095631
  nChanged 232
		SP:Iteration 22Q (69196.100000 sec): 3 clusters
  Score: Raw -1230169.703151 + Penalty 3067.878134 = -1227101.825017
  nChanged 225
		SP:Iteration 23Q (69196.270000 sec): 3 clusters
  Score: Raw -1230291.589758 + Penalty 3067.878134 = -1227223.711624
  nChanged 188
		SP:Iteration 24Q (69196.440000 sec): 3 clusters
  Score: Raw -1230404.504304 + Penalty 3067.878134 = -1227336.626170
  nChanged 191
		SP:Iteration 25Q (69196.640000 sec): 3 clusters
  Score: Raw -1230528.649871 + Penalty 3067.878134 = -1227460.771737
  nChanged 174
		SP:Iteration 26Q (69196.810000 sec): 3 clusters
  Score: Raw -1230633.230281 + Penalty 3067.878134 = -1227565.352147
  nChanged 151
		SP:Iteration 27Q (69196.980000 sec): 3 clusters
  Score: Raw -1230721.490441 + Penalty 3067.878134 = -1227653.612307
  nChanged 130
		SP:Iteration 28Q (69197.180000 sec): 3 clusters
  Score: Raw -1230796.926158 + Penalty 3067.878134 = -1227729.048024
  nChanged 117
		SP:Iteration 29Q (69197.350000 sec): 3 clusters
  Score: Raw -1230854.491376 + Penalty 3067.878134 = -1227786.613241
  nChanged 92
		SP:Iteration 30Q (69197.520000 sec): 3 clusters
  Score: Raw -1230898.214580 + Penalty 3067.878134 = -1227830.336446
  nChanged 89
		SP:Iteration 31Q (69197.720000 sec): 3 clusters
  Score: Raw -1230939.114926 + Penalty 3067.878134 = -1227871.236792
  nChanged 76
		SP:Iteration 32Q (69197.880000 sec): 3 clusters
  Score: Raw -1230976.258160 + Penalty 3067.878134 = -1227908.380026
  nChanged 61
		SP:Iteration 33Q (69198.050000 sec): 3 clusters
  Score: Raw -1230997.393912 + Penalty 3067.878134 = -1227929.515778
  nChanged 43
		SP:Iteration 34Q (69198.230000 sec): 3 clusters
  Score: Raw -1231012.608164 + Penalty 3067.878134 = -1227944.730030
  nChanged 35
		SP:Iteration 35Q (69198.390000 sec): 3 clusters
  Score: Raw -1231023.183791 + Penalty 3067.878134 = -1227955.305657
  nChanged 29
		SP:Iteration 36Q (69198.590000 sec): 3 clusters
  Score: Raw -1231035.974543 + Penalty 3067.878134 = -1227968.096409
  nChanged 34
		SP:Iteration 37Q (69198.750000 sec): 3 clusters
  Score: Raw -1231050.431551 + Penalty 3067.878134 = -1227982.553417
  nChanged 28
		SP:Iteration 38Q (69198.940000 sec): 3 clusters
  Score: Raw -1231060.803074 + Penalty 3067.878134 = -1227992.924940
  nChanged 22
		SP:Iteration 39Q (69199.120000 sec): 3 clusters
  Score: Raw -1231067.304147 + Penalty 3067.878134 = -1227999.426013
  nChanged 15
		SP:Iteration 40F (69199.290000 sec): 3 clusters
  Score: Raw -1231072.157945 + Penalty 3067.878134 = -1228004.279811
  nChanged 10
		SP:Iteration 41Q (69199.490000 sec): 3 clusters
  Score: Raw -1231074.829972 + Penalty 3067.878134 = -1228006.951838
  nChanged 8
		SP:Iteration 42Q (69199.650000 sec): 3 clusters
  Score: Raw -1231076.965160 + Penalty 3067.878134 = -1228009.087026
  nChanged 5
		SP:Iteration 43Q (69199.820000 sec): 3 clusters
  Score: Raw -1231077.991286 + Penalty 3067.878134 = -1228010.113152
  nChanged 6
		SP:Iteration 44Q (69199.990000 sec): 3 clusters
  Score: Raw -1231079.857208 + Penalty 3067.878134 = -1228011.979074
  nChanged 2
		SP:Iteration 45Q (69200.160000 sec): 3 clusters
  Score: Raw -1231080.395385 + Penalty 3067.878134 = -1228012.517251
  nChanged 2
		SP:Iteration 46Q (69200.340000 sec): 3 clusters
  Score: Raw -1231080.668072 + Penalty 3067.878134 = -1228012.789938
  nChanged 2
		SP:Iteration 47Q (69200.510000 sec): 3 clusters
  Score: Raw -1231081.152491 + Penalty 3067.878134 = -1228013.274357
  nChanged 0
		SP:Iteration 48F (69200.710000 sec): 3 clusters
  Score: Raw -1231081.152491 + Penalty 3067.878134 = -1228013.274357
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69200.810000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69200.930000 sec): 3 clusters
  Score: Raw -621246.731645 + Penalty 2855.101478 = -618391.630167
  nChanged 2711
		SP:Iteration 1F (69201.040000 sec): 3 clusters
  Score: Raw -622739.959809 + Penalty 2855.101478 = -619884.858331
  nChanged 455
		SP:Iteration 2F (69201.150000 sec): 3 clusters
  Score: Raw -622986.317787 + Penalty 2855.101478 = -620131.216308
  nChanged 371
		SP:Iteration 3F (69201.260000 sec): 3 clusters
  Score: Raw -623205.610893 + Penalty 2855.101478 = -620350.509415
  nChanged 363
		SP:Iteration 4F (69201.360000 sec): 3 clusters
  Score: Raw -623477.995771 + Penalty 2855.101478 = -620622.894293
  nChanged 384
		SP:Iteration 5F (69201.470000 sec): 3 clusters
  Score: Raw -623780.016239 + Penalty 2855.101478 = -620924.914761
  nChanged 374
		SP:Iteration 6F (69201.580000 sec): 3 clusters
  Score: Raw -624036.070282 + Penalty 2855.101478 = -621180.968804
  nChanged 319
		SP:Iteration 7Q (69201.690000 sec): 3 clusters
  Score: Raw -624255.665788 + Penalty 2855.101478 = -621400.564310
  nChanged 298
		SP:Iteration 8Q (69201.800000 sec): 3 clusters
  Score: Raw -624449.562472 + Penalty 2855.101478 = -621594.460994
  nChanged 265
		SP:Iteration 9Q (69201.910000 sec): 3 clusters
  Score: Raw -624601.933492 + Penalty 2855.101478 = -621746.832013
  nChanged 225
		SP:Iteration 10Q (69202.020000 sec): 3 clusters
  Score: Raw -624723.605539 + Penalty 2855.101478 = -621868.504060
  nChanged 178
		SP:Iteration 11Q (69202.130000 sec): 3 clusters
  Score: Raw -624828.259478 + Penalty 2855.101478 = -621973.157999
  nChanged 148
		SP:Iteration 12Q (69202.240000 sec): 3 clusters
  Score: Raw -624902.205702 + Penalty 2855.101478 = -622047.104224
  nChanged 111
		SP:Iteration 13Q (69202.340000 sec): 3 clusters
  Score: Raw -624950.973564 + Penalty 2855.101478 = -622095.872086
  nChanged 85
		SP:Iteration 14Q (69202.450000 sec): 3 clusters
  Score: Raw -624987.237037 + Penalty 2855.101478 = -622132.135559
  nChanged 74
		SP:Iteration 15Q (69202.560000 sec): 3 clusters
  Score: Raw -625021.483265 + Penalty 2855.101478 = -622166.381787
  nChanged 63
		SP:Iteration 16Q (69202.670000 sec): 3 clusters
  Score: Raw -625044.202428 + Penalty 2855.101478 = -622189.100950
  nChanged 49
		SP:Iteration 17Q (69202.780000 sec): 3 clusters
  Score: Raw -625061.737509 + Penalty 2855.101478 = -622206.636031
  nChanged 38
		SP:Iteration 18Q (69202.890000 sec): 3 clusters
  Score: Raw -625075.845752 + Penalty 2855.101478 = -622220.744274
  nChanged 25
		SP:Iteration 19Q (69203.000000 sec): 3 clusters
  Score: Raw -625086.905993 + Penalty 2855.101478 = -622231.804514
  nChanged 25
		SP:Iteration 20F (69203.100000 sec): 3 clusters
  Score: Raw -625095.471586 + Penalty 2855.101478 = -622240.370108
  nChanged 18
		SP:Iteration 21Q (69203.210000 sec): 3 clusters
  Score: Raw -625102.197207 + Penalty 2855.101478 = -622247.095728
  nChanged 16
		SP:Iteration 22Q (69203.320000 sec): 3 clusters
  Score: Raw -625109.149762 + Penalty 2855.101478 = -622254.048283
  nChanged 16
		SP:Iteration 23Q (69203.420000 sec): 3 clusters
  Score: Raw -625115.915493 + Penalty 2855.101478 = -622260.814015
  nChanged 16
		SP:Iteration 24Q (69203.530000 sec): 3 clusters
  Score: Raw -625120.869742 + Penalty 2855.101478 = -622265.768263
  nChanged 14
		SP:Iteration 25Q (69203.640000 sec): 3 clusters
  Score: Raw -625125.180841 + Penalty 2855.101478 = -622270.079362
  nChanged 11
		SP:Iteration 26Q (69203.740000 sec): 3 clusters
  Score: Raw -625129.165626 + Penalty 2855.101478 = -622274.064148
  nChanged 11
		SP:Iteration 27Q (69203.850000 sec): 3 clusters
  Score: Raw -625133.418465 + Penalty 2855.101478 = -622278.316986
  nChanged 13
		SP:Iteration 28Q (69203.960000 sec): 3 clusters
  Score: Raw -625137.398627 + Penalty 2855.101478 = -622282.297149
  nChanged 7
		SP:Iteration 29Q (69204.070000 sec): 3 clusters
  Score: Raw -625139.492451 + Penalty 2855.101478 = -622284.390972
  nChanged 5
		SP:Iteration 30Q (69204.180000 sec): 3 clusters
  Score: Raw -625140.675475 + Penalty 2855.101478 = -622285.573997
  nChanged 4
		SP:Iteration 31Q (69204.280000 sec): 3 clusters
  Score: Raw -625141.883249 + Penalty 2855.101478 = -622286.781770
  nChanged 1
		SP:Iteration 32Q (69204.390000 sec): 3 clusters
  Score: Raw -625142.283185 + Penalty 2855.101478 = -622287.181706
  nChanged 1
		SP:Iteration 33Q (69204.500000 sec): 3 clusters
  Score: Raw -625142.407570 + Penalty 2855.101478 = -622287.306092
  nChanged 1
		SP:Iteration 34Q (69204.610000 sec): 3 clusters
  Score: Raw -625142.690520 + Penalty 2855.101478 = -622287.589042
  nChanged 0
		SP:Iteration 35F (69204.710000 sec): 3 clusters
  Score: Raw -625142.690520 + Penalty 2855.101478 = -622287.589042
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69204.790000 sec): 2 clusters
  Score: Raw -339416.705298 + Penalty 1308.394678 = -338108.310620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69204.850000 sec): 3 clusters
  Score: Raw -337894.080820 + Penalty 2616.789356 = -335277.291464
  nChanged 1195
		SP:Iteration 1F (69204.920000 sec): 3 clusters
  Score: Raw -338574.235573 + Penalty 2616.789356 = -335957.446217
  nChanged 215
		SP:Iteration 2F (69204.980000 sec): 3 clusters
  Score: Raw -338709.372660 + Penalty 2616.789356 = -336092.583304
  nChanged 163
		SP:Iteration 3F (69205.040000 sec): 3 clusters
  Score: Raw -338817.678118 + Penalty 2616.789356 = -336200.888762
  nChanged 128
		SP:Iteration 4Q (69205.100000 sec): 3 clusters
  Score: Raw -338898.138183 + Penalty 2616.789356 = -336281.348827
  nChanged 103
		SP:Iteration 5Q (69205.160000 sec): 3 clusters
  Score: Raw -338946.919168 + Penalty 2616.789356 = -336330.129812
  nChanged 71
		SP:Iteration 6Q (69205.230000 sec): 3 clusters
  Score: Raw -338985.768300 + Penalty 2616.789356 = -336368.978944
  nChanged 71
		SP:Iteration 7Q (69205.290000 sec): 3 clusters
  Score: Raw -339019.885736 + Penalty 2616.789356 = -336403.096380
  nChanged 59
		SP:Iteration 8Q (69205.350000 sec): 3 clusters
  Score: Raw -339053.454878 + Penalty 2616.789356 = -336436.665522
  nChanged 66
		SP:Iteration 9Q (69205.410000 sec): 3 clusters
  Score: Raw -339091.105110 + Penalty 2616.789356 = -336474.315754
  nChanged 62
		SP:Iteration 10Q (69205.470000 sec): 3 clusters
  Score: Raw -339128.600257 + Penalty 2616.789356 = -336511.810901
  nChanged 64
		SP:Iteration 11Q (69205.530000 sec): 3 clusters
  Score: Raw -339164.559211 + Penalty 2616.789356 = -336547.769855
  nChanged 47
		SP:Iteration 12Q (69205.590000 sec): 3 clusters
  Score: Raw -339186.434395 + Penalty 2616.789356 = -336569.645039
  nChanged 44
		SP:Iteration 13Q (69205.650000 sec): 3 clusters
  Score: Raw -339206.351578 + Penalty 2616.789356 = -336589.562222
  nChanged 38
		SP:Iteration 14Q (69205.710000 sec): 3 clusters
  Score: Raw -339225.468578 + Penalty 2616.789356 = -336608.679222
  nChanged 36
		SP:Iteration 15Q (69205.770000 sec): 3 clusters
  Score: Raw -339240.271869 + Penalty 2616.789356 = -336623.482513
  nChanged 28
		SP:Iteration 16Q (69205.830000 sec): 3 clusters
  Score: Raw -339249.536866 + Penalty 2616.789356 = -336632.747510
  nChanged 29
		SP:Iteration 17Q (69205.890000 sec): 3 clusters
  Score: Raw -339263.072287 + Penalty 2616.789356 = -336646.282931
  nChanged 34
		SP:Iteration 18Q (69205.950000 sec): 3 clusters
  Score: Raw -339278.080273 + Penalty 2616.789356 = -336661.290917
  nChanged 34
		SP:Iteration 19Q (69206.010000 sec): 3 clusters
  Score: Raw -339294.401760 + Penalty 2616.789356 = -336677.612404
  nChanged 34
		SP:Iteration 20F (69206.070000 sec): 3 clusters
  Score: Raw -339310.147036 + Penalty 2616.789356 = -336693.357680
  nChanged 42
		SP:Iteration 21Q (69206.130000 sec): 3 clusters
  Score: Raw -339333.220137 + Penalty 2616.789356 = -336716.430781
  nChanged 41
		SP:Iteration 22Q (69206.190000 sec): 3 clusters
  Score: Raw -339353.591565 + Penalty 2616.789356 = -336736.802209
  nChanged 36
		SP:Iteration 23Q (69206.250000 sec): 3 clusters
  Score: Raw -339371.046404 + Penalty 2616.789356 = -336754.257048
  nChanged 40
		SP:Iteration 24Q (69206.310000 sec): 3 clusters
  Score: Raw -339391.018977 + Penalty 2616.789356 = -336774.229621
  nChanged 42
		SP:Iteration 25Q (69206.370000 sec): 3 clusters
  Score: Raw -339413.971406 + Penalty 2616.789356 = -336797.182050
  nChanged 39
		SP:Iteration 26Q (69206.430000 sec): 3 clusters
  Score: Raw -339433.628789 + Penalty 2616.789356 = -336816.839433
  nChanged 42
		SP:Iteration 27Q (69206.490000 sec): 3 clusters
  Score: Raw -339454.812490 + Penalty 2616.789356 = -336838.023134
  nChanged 43
		SP:Iteration 28Q (69206.550000 sec): 3 clusters
  Score: Raw -339477.113538 + Penalty 2616.789356 = -336860.324182
  nChanged 44
		SP:Iteration 29Q (69206.610000 sec): 3 clusters
  Score: Raw -339495.888918 + Penalty 2616.789356 = -336879.099562
  nChanged 39
		SP:Iteration 30Q (69206.670000 sec): 3 clusters
  Score: Raw -339512.703750 + Penalty 2616.789356 = -336895.914394
  nChanged 39
		SP:Iteration 31Q (69206.730000 sec): 3 clusters
  Score: Raw -339533.520364 + Penalty 2616.789356 = -336916.731008
  nChanged 44
		SP:Iteration 32Q (69206.790000 sec): 3 clusters
  Score: Raw -339560.520786 + Penalty 2616.789356 = -336943.731430
  nChanged 47
		SP:Iteration 33Q (69206.850000 sec): 3 clusters
  Score: Raw -339590.418526 + Penalty 2616.789356 = -336973.629170
  nChanged 54
		SP:Iteration 34Q (69206.910000 sec): 3 clusters
  Score: Raw -339622.162693 + Penalty 2616.789356 = -337005.373337
  nChanged 46
		SP:Iteration 35Q (69206.970000 sec): 3 clusters
  Score: Raw -339643.393082 + Penalty 2616.789356 = -337026.603726
  nChanged 34
		SP:Iteration 36Q (69207.020000 sec): 3 clusters
  Score: Raw -339659.980529 + Penalty 2616.789356 = -337043.191173
  nChanged 32
		SP:Iteration 37Q (69207.080000 sec): 3 clusters
  Score: Raw -339681.118044 + Penalty 2616.789356 = -337064.328688
  nChanged 34
		SP:Iteration 38Q (69207.140000 sec): 3 clusters
  Score: Raw -339702.411195 + Penalty 2616.789356 = -337085.621839
  nChanged 35
		SP:Iteration 39Q (69207.200000 sec): 3 clusters
  Score: Raw -339724.675492 + Penalty 2616.789356 = -337107.886136
  nChanged 30
		SP:Iteration 40F (69207.260000 sec): 3 clusters
  Score: Raw -339741.583010 + Penalty 2616.789356 = -337124.793654
  nChanged 17
		SP:Iteration 41Q (69207.320000 sec): 3 clusters
  Score: Raw -339751.076914 + Penalty 2616.789356 = -337134.287558
  nChanged 15
		SP:Iteration 42Q (69207.380000 sec): 3 clusters
  Score: Raw -339760.919577 + Penalty 2616.789356 = -337144.130221
  nChanged 15
		SP:Iteration 43Q (69207.440000 sec): 3 clusters
  Score: Raw -339771.228924 + Penalty 2616.789356 = -337154.439568
  nChanged 8
		SP:Iteration 44Q (69207.490000 sec): 3 clusters
  Score: Raw -339776.658303 + Penalty 2616.789356 = -337159.868947
  nChanged 10
		SP:Iteration 45Q (69207.550000 sec): 3 clusters
  Score: Raw -339787.188244 + Penalty 2616.789356 = -337170.398889
  nChanged 13
		SP:Iteration 46Q (69207.610000 sec): 3 clusters
  Score: Raw -339799.670891 + Penalty 2616.789356 = -337182.881535
  nChanged 9
		SP:Iteration 47Q (69207.670000 sec): 3 clusters
  Score: Raw -339804.973034 + Penalty 2616.789356 = -337188.183678
  nChanged 10
		SP:Iteration 48Q (69207.730000 sec): 3 clusters
  Score: Raw -339812.198333 + Penalty 2616.789356 = -337195.408977
  nChanged 9
		SP:Iteration 49Q (69207.790000 sec): 3 clusters
  Score: Raw -339820.673787 + Penalty 2616.789356 = -337203.884431
  nChanged 10
		SP:Iteration 50Q (69207.850000 sec): 3 clusters
  Score: Raw -339828.789861 + Penalty 2616.789356 = -337212.000505
  nChanged 7
		SP:Iteration 51Q (69207.900000 sec): 3 clusters
  Score: Raw -339832.806013 + Penalty 2616.789356 = -337216.016657
  nChanged 8
		SP:Iteration 52Q (69207.960000 sec): 3 clusters
  Score: Raw -339838.485897 + Penalty 2616.789356 = -337221.696541
  nChanged 7
		SP:Iteration 53Q (69208.020000 sec): 3 clusters
  Score: Raw -339843.796193 + Penalty 2616.789356 = -337227.006837
  nChanged 4
		SP:Iteration 54Q (69208.080000 sec): 3 clusters
  Score: Raw -339845.873014 + Penalty 2616.789356 = -337229.083658
  nChanged 5
		SP:Iteration 55Q (69208.130000 sec): 3 clusters
  Score: Raw -339848.323520 + Penalty 2616.789356 = -337231.534164
  nChanged 4
		SP:Iteration 56Q (69208.190000 sec): 3 clusters
  Score: Raw -339851.907114 + Penalty 2616.789356 = -337235.117758
  nChanged 3
		SP:Iteration 57Q (69208.250000 sec): 3 clusters
  Score: Raw -339854.549089 + Penalty 2616.789356 = -337237.759733
  nChanged 4
		SP:Iteration 58Q (69208.310000 sec): 3 clusters
  Score: Raw -339860.041118 + Penalty 2616.789356 = -337243.251762
  nChanged 7
		SP:Iteration 59Q (69208.370000 sec): 3 clusters
  Score: Raw -339866.672806 + Penalty 2616.789356 = -337249.883450
  nChanged 6
		SP:Iteration 60F (69208.430000 sec): 3 clusters
  Score: Raw -339871.910645 + Penalty 2616.789356 = -337255.121289
  nChanged 2
		SP:Iteration 61Q (69208.490000 sec): 3 clusters
  Score: Raw -339874.469559 + Penalty 2616.789356 = -337257.680203
  nChanged 5
		SP:Iteration 62Q (69208.540000 sec): 3 clusters
  Score: Raw -339879.757181 + Penalty 2616.789356 = -337262.967825
  nChanged 4
		SP:Iteration 63Q (69208.600000 sec): 3 clusters
  Score: Raw -339883.869990 + Penalty 2616.789356 = -337267.080634
  nChanged 1
		SP:Iteration 64Q (69208.660000 sec): 3 clusters
  Score: Raw -339885.486887 + Penalty 2616.789356 = -337268.697531
  nChanged 2
		SP:Iteration 65Q (69208.710000 sec): 3 clusters
  Score: Raw -339886.287009 + Penalty 2616.789356 = -337269.497653
  nChanged 3
		SP:Iteration 66Q (69208.770000 sec): 3 clusters
  Score: Raw -339889.511889 + Penalty 2616.789356 = -337272.722533
  nChanged 5
		SP:Iteration 67Q (69208.830000 sec): 3 clusters
  Score: Raw -339893.278046 + Penalty 2616.789356 = -337276.488691
  nChanged 7
		SP:Iteration 68Q (69208.890000 sec): 3 clusters
  Score: Raw -339898.817326 + Penalty 2616.789356 = -337282.027970
  nChanged 7
		SP:Iteration 69Q (69208.950000 sec): 3 clusters
  Score: Raw -339903.912238 + Penalty 2616.789356 = -337287.122882
  nChanged 4
		SP:Iteration 70Q (69209.000000 sec): 3 clusters
  Score: Raw -339907.713081 + Penalty 2616.789356 = -337290.923725
  nChanged 2
		SP:Iteration 71Q (69209.060000 sec): 3 clusters
  Score: Raw -339909.516808 + Penalty 2616.789356 = -337292.727452
  nChanged 4
		SP:Iteration 72Q (69209.120000 sec): 3 clusters
  Score: Raw -339914.907960 + Penalty 2616.789356 = -337298.118604
  nChanged 7
		SP:Iteration 73Q (69209.170000 sec): 3 clusters
  Score: Raw -339920.168565 + Penalty 2616.789356 = -337303.379210
  nChanged 1
		SP:Iteration 74Q (69209.230000 sec): 3 clusters
  Score: Raw -339920.648751 + Penalty 2616.789356 = -337303.859395
  nChanged 1
		SP:Iteration 75Q (69209.290000 sec): 3 clusters
  Score: Raw -339921.248893 + Penalty 2616.789356 = -337304.459537
  nChanged 1
		SP:Iteration 76Q (69209.350000 sec): 3 clusters
  Score: Raw -339921.664230 + Penalty 2616.789356 = -337304.874874
  nChanged 0
		SP:Iteration 77F (69209.410000 sec): 3 clusters
  Score: Raw -339921.664230 + Penalty 2616.789356 = -337304.874874
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69209.470000 sec): 2 clusters
  Score: Raw -175557.730346 + Penalty 1207.104144 = -174350.626201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69209.500000 sec): 3 clusters
  Score: Raw -174864.382102 + Penalty 2414.208288 = -172450.173814
  nChanged 557
		SP:Iteration 1F (69209.530000 sec): 3 clusters
  Score: Raw -175245.992332 + Penalty 2414.208288 = -172831.784044
  nChanged 130
		SP:Iteration 2F (69209.570000 sec): 3 clusters
  Score: Raw -175360.941741 + Penalty 2414.208288 = -172946.733452
  nChanged 78
		SP:Iteration 3Q (69209.600000 sec): 3 clusters
  Score: Raw -175423.581534 + Penalty 2414.208288 = -173009.373246
  nChanged 59
		SP:Iteration 4Q (69209.630000 sec): 3 clusters
  Score: Raw -175466.927086 + Penalty 2414.208288 = -173052.718797
  nChanged 46
		SP:Iteration 5Q (69209.670000 sec): 3 clusters
  Score: Raw -175499.146298 + Penalty 2414.208288 = -173084.938009
  nChanged 38
		SP:Iteration 6Q (69209.700000 sec): 3 clusters
  Score: Raw -175529.816512 + Penalty 2414.208288 = -173115.608224
  nChanged 25
		SP:Iteration 7Q (69209.730000 sec): 3 clusters
  Score: Raw -175545.209358 + Penalty 2414.208288 = -173131.001069
  nChanged 20
		SP:Iteration 8Q (69209.760000 sec): 3 clusters
  Score: Raw -175554.568728 + Penalty 2414.208288 = -173140.360440
  nChanged 12
		SP:Iteration 9Q (69209.790000 sec): 3 clusters
  Score: Raw -175562.077340 + Penalty 2414.208288 = -173147.869052
  nChanged 11
		SP:Iteration 10Q (69209.830000 sec): 3 clusters
  Score: Raw -175570.320271 + Penalty 2414.208288 = -173156.111982
  nChanged 9
		SP:Iteration 11Q (69209.860000 sec): 3 clusters
  Score: Raw -175575.647995 + Penalty 2414.208288 = -173161.439707
  nChanged 4
		SP:Iteration 12Q (69209.890000 sec): 3 clusters
  Score: Raw -175577.856610 + Penalty 2414.208288 = -173163.648322
  nChanged 1
		SP:Iteration 13Q (69209.930000 sec): 3 clusters
  Score: Raw -175577.963086 + Penalty 2414.208288 = -173163.754798
  nChanged 0
		SP:Iteration 14F (69209.960000 sec): 3 clusters
  Score: Raw -175577.963086 + Penalty 2414.208288 = -173163.754798
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69210.030000 sec): 2 clusters
  Score: Raw -292445.601073 + Penalty 1285.112913 = -291160.488159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69210.080000 sec): 3 clusters
  Score: Raw -291192.874961 + Penalty 2570.225827 = -288622.649135
  nChanged 995
		SP:Iteration 1F (69210.140000 sec): 3 clusters
  Score: Raw -291733.748101 + Penalty 2570.225827 = -289163.522274
  nChanged 184
		SP:Iteration 2F (69210.190000 sec): 3 clusters
  Score: Raw -291845.548810 + Penalty 2570.225827 = -289275.322983
  nChanged 116
		SP:Iteration 3Q (69210.240000 sec): 3 clusters
  Score: Raw -291919.335218 + Penalty 2570.225827 = -289349.109392
  nChanged 107
		SP:Iteration 4Q (69210.300000 sec): 3 clusters
  Score: Raw -291979.073611 + Penalty 2570.225827 = -289408.847784
  nChanged 88
		SP:Iteration 5Q (69210.350000 sec): 3 clusters
  Score: Raw -292030.072529 + Penalty 2570.225827 = -289459.846702
  nChanged 83
		SP:Iteration 6Q (69210.400000 sec): 3 clusters
  Score: Raw -292077.144855 + Penalty 2570.225827 = -289506.919028
  nChanged 74
		SP:Iteration 7Q (69210.450000 sec): 3 clusters
  Score: Raw -292125.638199 + Penalty 2570.225827 = -289555.412372
  nChanged 71
		SP:Iteration 8Q (69210.510000 sec): 3 clusters
  Score: Raw -292173.567683 + Penalty 2570.225827 = -289603.341856
  nChanged 79
		SP:Iteration 9Q (69210.560000 sec): 3 clusters
  Score: Raw -292213.661344 + Penalty 2570.225827 = -289643.435517
  nChanged 68
		SP:Iteration 10Q (69210.610000 sec): 3 clusters
  Score: Raw -292255.334667 + Penalty 2570.225827 = -289685.108840
  nChanged 82
		SP:Iteration 11Q (69210.660000 sec): 3 clusters
  Score: Raw -292306.485929 + Penalty 2570.225827 = -289736.260103
  nChanged 78
		SP:Iteration 12Q (69210.720000 sec): 3 clusters
  Score: Raw -292352.582055 + Penalty 2570.225827 = -289782.356228
  nChanged 62
		SP:Iteration 13Q (69210.770000 sec): 3 clusters
  Score: Raw -292390.213088 + Penalty 2570.225827 = -289819.987261
  nChanged 47
		SP:Iteration 14Q (69210.820000 sec): 3 clusters
  Score: Raw -292414.817148 + Penalty 2570.225827 = -289844.591322
  nChanged 42
		SP:Iteration 15Q (69210.870000 sec): 3 clusters
  Score: Raw -292436.390085 + Penalty 2570.225827 = -289866.164258
  nChanged 36
		SP:Iteration 16Q (69210.920000 sec): 3 clusters
  Score: Raw -292455.085855 + Penalty 2570.225827 = -289884.860028
  nChanged 37
		SP:Iteration 17Q (69210.980000 sec): 3 clusters
  Score: Raw -292473.998036 + Penalty 2570.225827 = -289903.772209
  nChanged 30
		SP:Iteration 18Q (69211.030000 sec): 3 clusters
  Score: Raw -292490.702253 + Penalty 2570.225827 = -289920.476426
  nChanged 25
		SP:Iteration 19Q (69211.080000 sec): 3 clusters
  Score: Raw -292502.703153 + Penalty 2570.225827 = -289932.477326
  nChanged 22
		SP:Iteration 20F (69211.130000 sec): 3 clusters
  Score: Raw -292514.642223 + Penalty 2570.225827 = -289944.416396
  nChanged 17
		SP:Iteration 21Q (69211.180000 sec): 3 clusters
  Score: Raw -292520.157218 + Penalty 2570.225827 = -289949.931392
  nChanged 12
		SP:Iteration 22Q (69211.230000 sec): 3 clusters
  Score: Raw -292524.741583 + Penalty 2570.225827 = -289954.515756
  nChanged 11
		SP:Iteration 23Q (69211.290000 sec): 3 clusters
  Score: Raw -292528.263340 + Penalty 2570.225827 = -289958.037513
  nChanged 8
		SP:Iteration 24Q (69211.340000 sec): 3 clusters
  Score: Raw -292531.562012 + Penalty 2570.225827 = -289961.336186
  nChanged 6
		SP:Iteration 25Q (69211.390000 sec): 3 clusters
  Score: Raw -292533.482490 + Penalty 2570.225827 = -289963.256664
  nChanged 8
		SP:Iteration 26Q (69211.440000 sec): 3 clusters
  Score: Raw -292536.718728 + Penalty 2570.225827 = -289966.492902
  nChanged 9
		SP:Iteration 27Q (69211.500000 sec): 3 clusters
  Score: Raw -292541.161814 + Penalty 2570.225827 = -289970.935987
  nChanged 14
		SP:Iteration 28Q (69211.550000 sec): 3 clusters
  Score: Raw -292546.642961 + Penalty 2570.225827 = -289976.417134
  nChanged 14
		SP:Iteration 29Q (69211.600000 sec): 3 clusters
  Score: Raw -292551.762921 + Penalty 2570.225827 = -289981.537094
  nChanged 6
		SP:Iteration 30Q (69211.650000 sec): 3 clusters
  Score: Raw -292553.851793 + Penalty 2570.225827 = -289983.625967
  nChanged 3
		SP:Iteration 31Q (69211.700000 sec): 3 clusters
  Score: Raw -292554.417949 + Penalty 2570.225827 = -289984.192122
  nChanged 2
		SP:Iteration 32Q (69211.760000 sec): 3 clusters
  Score: Raw -292554.873205 + Penalty 2570.225827 = -289984.647379
  nChanged 1
		SP:Iteration 33Q (69211.810000 sec): 3 clusters
  Score: Raw -292555.235263 + Penalty 2570.225827 = -289985.009436
  nChanged 0
		SP:Iteration 34F (69211.860000 sec): 3 clusters
  Score: Raw -292555.235263 + Penalty 2570.225827 = -289985.009436
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (5700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69211.950000 sec): 2 clusters
  Score: Raw -529917.086986 + Penalty 1405.335986 = -528511.751000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69212.080000 sec): 3 clusters
  Score: Raw -526974.814344 + Penalty 2810.671972 = -524164.142371
  nChanged 2342
		SP:Iteration 1F (69212.180000 sec): 3 clusters
  Score: Raw -528541.222138 + Penalty 2810.671972 = -525730.550165
  nChanged 572
		SP:Iteration 2F (69212.290000 sec): 3 clusters
  Score: Raw -529060.026209 + Penalty 2810.671972 = -526249.354237
  nChanged 476
		SP:Iteration 3F (69212.390000 sec): 3 clusters
  Score: Raw -529431.076931 + Penalty 2810.671972 = -526620.404958
  nChanged 342
		SP:Iteration 4F (69212.500000 sec): 3 clusters
  Score: Raw -529634.459859 + Penalty 2810.671972 = -526823.787886
  nChanged 222
		SP:Iteration 5Q (69212.610000 sec): 3 clusters
  Score: Raw -529749.653720 + Penalty 2810.671972 = -526938.981747
  nChanged 165
		SP:Iteration 6Q (69212.720000 sec): 3 clusters
  Score: Raw -529840.184750 + Penalty 2810.671972 = -527029.512777
  nChanged 130
		SP:Iteration 7Q (69212.830000 sec): 3 clusters
  Score: Raw -529901.458003 + Penalty 2810.671972 = -527090.786031
  nChanged 106
		SP:Iteration 8Q (69212.940000 sec): 3 clusters
  Score: Raw -529954.024456 + Penalty 2810.671972 = -527143.352483
  nChanged 99
		SP:Iteration 9Q (69213.050000 sec): 3 clusters
  Score: Raw -530006.408025 + Penalty 2810.671972 = -527195.736053
  nChanged 96
		SP:Iteration 10Q (69213.160000 sec): 3 clusters
  Score: Raw -530068.762527 + Penalty 2810.671972 = -527258.090554
  nChanged 99
		SP:Iteration 11Q (69213.270000 sec): 3 clusters
  Score: Raw -530128.963887 + Penalty 2810.671972 = -527318.291914
  nChanged 74
		SP:Iteration 12Q (69213.380000 sec): 3 clusters
  Score: Raw -530171.391047 + Penalty 2810.671972 = -527360.719075
  nChanged 68
		SP:Iteration 13Q (69213.490000 sec): 3 clusters
  Score: Raw -530226.665646 + Penalty 2810.671972 = -527415.993674
  nChanged 77
		SP:Iteration 14Q (69213.590000 sec): 3 clusters
  Score: Raw -530289.047895 + Penalty 2810.671972 = -527478.375922
  nChanged 72
		SP:Iteration 15Q (69213.700000 sec): 3 clusters
  Score: Raw -530352.794461 + Penalty 2810.671972 = -527542.122489
  nChanged 74
		SP:Iteration 16Q (69213.810000 sec): 3 clusters
  Score: Raw -530414.626231 + Penalty 2810.671972 = -527603.954258
  nChanged 73
		SP:Iteration 17Q (69213.920000 sec): 3 clusters
  Score: Raw -530469.679053 + Penalty 2810.671972 = -527659.007080
  nChanged 69
		SP:Iteration 18Q (69214.020000 sec): 3 clusters
  Score: Raw -530515.899670 + Penalty 2810.671972 = -527705.227698
  nChanged 51
		SP:Iteration 19Q (69214.130000 sec): 3 clusters
  Score: Raw -530550.887851 + Penalty 2810.671972 = -527740.215878
  nChanged 42
		SP:Iteration 20F (69214.240000 sec): 3 clusters
  Score: Raw -530570.738190 + Penalty 2810.671972 = -527760.066217
  nChanged 29
		SP:Iteration 21Q (69214.340000 sec): 3 clusters
  Score: Raw -530588.491492 + Penalty 2810.671972 = -527777.819519
  nChanged 29
		SP:Iteration 22Q (69214.440000 sec): 3 clusters
  Score: Raw -530601.438527 + Penalty 2810.671972 = -527790.766555
  nChanged 21
		SP:Iteration 23Q (69214.540000 sec): 3 clusters
  Score: Raw -530612.177448 + Penalty 2810.671972 = -527801.505476
  nChanged 29
		SP:Iteration 24Q (69214.640000 sec): 3 clusters
  Score: Raw -530624.489612 + Penalty 2810.671972 = -527813.817640
  nChanged 22
		SP:Iteration 25Q (69214.750000 sec): 3 clusters
  Score: Raw -530634.356295 + Penalty 2810.671972 = -527823.684323
  nChanged 14
		SP:Iteration 26Q (69214.850000 sec): 3 clusters
  Score: Raw -530641.839675 + Penalty 2810.671972 = -527831.167702
  nChanged 14
		SP:Iteration 27Q (69214.950000 sec): 3 clusters
  Score: Raw -530646.812920 + Penalty 2810.671972 = -527836.140948
  nChanged 7
		SP:Iteration 28Q (69215.050000 sec): 3 clusters
  Score: Raw -530649.470155 + Penalty 2810.671972 = -527838.798183
  nChanged 6
		SP:Iteration 29Q (69215.160000 sec): 3 clusters
  Score: Raw -530651.463708 + Penalty 2810.671972 = -527840.791736
  nChanged 4
		SP:Iteration 30Q (69215.260000 sec): 3 clusters
  Score: Raw -530653.431857 + Penalty 2810.671972 = -527842.759885
  nChanged 4
		SP:Iteration 31Q (69215.360000 sec): 3 clusters
  Score: Raw -530654.741556 + Penalty 2810.671972 = -527844.069583
  nChanged 5
		SP:Iteration 32Q (69215.460000 sec): 3 clusters
  Score: Raw -530657.175727 + Penalty 2810.671972 = -527846.503754
  nChanged 4
		SP:Iteration 33Q (69215.560000 sec): 3 clusters
  Score: Raw -530658.976041 + Penalty 2810.671972 = -527848.304069
  nChanged 4
		SP:Iteration 34Q (69215.660000 sec): 3 clusters
  Score: Raw -530661.424082 + Penalty 2810.671972 = -527850.752109
  nChanged 7
		SP:Iteration 35Q (69215.770000 sec): 3 clusters
  Score: Raw -530664.868683 + Penalty 2810.671972 = -527854.196710
  nChanged 5
		SP:Iteration 36Q (69215.870000 sec): 3 clusters
  Score: Raw -530666.800132 + Penalty 2810.671972 = -527856.128160
  nChanged 5
		SP:Iteration 37Q (69215.970000 sec): 3 clusters
  Score: Raw -530668.835221 + Penalty 2810.671972 = -527858.163249
  nChanged 2
		SP:Iteration 38Q (69216.070000 sec): 3 clusters
  Score: Raw -530669.621514 + Penalty 2810.671972 = -527858.949541
  nChanged 1
		SP:Iteration 39Q (69216.170000 sec): 3 clusters
  Score: Raw -530669.868107 + Penalty 2810.671972 = -527859.196135
  nChanged 1
		SP:Iteration 40F (69216.280000 sec): 3 clusters
  Score: Raw -530670.028614 + Penalty 2810.671972 = -527859.356641
  nChanged 2
		SP:Iteration 41Q (69216.380000 sec): 3 clusters
  Score: Raw -530670.585085 + Penalty 2810.671972 = -527859.913112
  nChanged 1
		SP:Iteration 42Q (69216.480000 sec): 3 clusters
  Score: Raw -530671.601216 + Penalty 2810.671972 = -527860.929244
  nChanged 4
		SP:Iteration 43Q (69216.580000 sec): 3 clusters
  Score: Raw -530672.595687 + Penalty 2810.671972 = -527861.923715
  nChanged 2
		SP:Iteration 44Q (69216.680000 sec): 3 clusters
  Score: Raw -530673.491441 + Penalty 2810.671972 = -527862.819468
  nChanged 1
		SP:Iteration 45Q (69216.780000 sec): 3 clusters
  Score: Raw -530673.885559 + Penalty 2810.671972 = -527863.213586
  nChanged 0
		SP:Iteration 46F (69216.890000 sec): 3 clusters
  Score: Raw -530673.885559 + Penalty 2810.671972 = -527863.213586
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69216.960000 sec): 2 clusters
  Score: Raw -281326.634083 + Penalty 1285.470974 = -280041.163109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69217.000000 sec): 3 clusters
  Score: Raw -280081.246312 + Penalty 2570.941949 = -277510.304363
  nChanged 978
		SP:Iteration 1F (69217.060000 sec): 3 clusters
  Score: Raw -280652.333038 + Penalty 2570.941949 = -278081.391089
  nChanged 192
		SP:Iteration 2F (69217.110000 sec): 3 clusters
  Score: Raw -280757.492811 + Penalty 2570.941949 = -278186.550862
  nChanged 128
		SP:Iteration 3Q (69217.170000 sec): 3 clusters
  Score: Raw -280829.705368 + Penalty 2570.941949 = -278258.763419
  nChanged 91
		SP:Iteration 4Q (69217.220000 sec): 3 clusters
  Score: Raw -280877.701118 + Penalty 2570.941949 = -278306.759169
  nChanged 69
		SP:Iteration 5Q (69217.280000 sec): 3 clusters
  Score: Raw -280903.141876 + Penalty 2570.941949 = -278332.199927
  nChanged 38
		SP:Iteration 6Q (69217.330000 sec): 3 clusters
  Score: Raw -280918.688903 + Penalty 2570.941949 = -278347.746954
  nChanged 27
		SP:Iteration 7Q (69217.380000 sec): 3 clusters
  Score: Raw -280929.158933 + Penalty 2570.941949 = -278358.216984
  nChanged 23
		SP:Iteration 8Q (69217.440000 sec): 3 clusters
  Score: Raw -280939.820267 + Penalty 2570.941949 = -278368.878318
  nChanged 26
		SP:Iteration 9Q (69217.490000 sec): 3 clusters
  Score: Raw -280949.390748 + Penalty 2570.941949 = -278378.448799
  nChanged 24
		SP:Iteration 10Q (69217.540000 sec): 3 clusters
  Score: Raw -280957.444885 + Penalty 2570.941949 = -278386.502936
  nChanged 19
		SP:Iteration 11Q (69217.600000 sec): 3 clusters
  Score: Raw -280964.884174 + Penalty 2570.941949 = -278393.942225
  nChanged 18
		SP:Iteration 12Q (69217.650000 sec): 3 clusters
  Score: Raw -280970.037197 + Penalty 2570.941949 = -278399.095248
  nChanged 13
		SP:Iteration 13Q (69217.700000 sec): 3 clusters
  Score: Raw -280975.221823 + Penalty 2570.941949 = -278404.279874
  nChanged 9
		SP:Iteration 14Q (69217.760000 sec): 3 clusters
  Score: Raw -280978.251922 + Penalty 2570.941949 = -278407.309973
  nChanged 7
		SP:Iteration 15Q (69217.810000 sec): 3 clusters
  Score: Raw -280980.051649 + Penalty 2570.941949 = -278409.109700
  nChanged 3
		SP:Iteration 16Q (69217.860000 sec): 3 clusters
  Score: Raw -280980.800643 + Penalty 2570.941949 = -278409.858694
  nChanged 3
		SP:Iteration 17Q (69217.920000 sec): 3 clusters
  Score: Raw -280981.622390 + Penalty 2570.941949 = -278410.680441
  nChanged 2
		SP:Iteration 18Q (69217.970000 sec): 3 clusters
  Score: Raw -280982.054070 + Penalty 2570.941949 = -278411.112121
  nChanged 2
		SP:Iteration 19Q (69218.020000 sec): 3 clusters
  Score: Raw -280982.777629 + Penalty 2570.941949 = -278411.835680
  nChanged 4
		SP:Iteration 20F (69218.080000 sec): 3 clusters
  Score: Raw -280983.706682 + Penalty 2570.941949 = -278412.764733
  nChanged 5
		SP:Iteration 21Q (69218.130000 sec): 3 clusters
  Score: Raw -280985.319983 + Penalty 2570.941949 = -278414.378034
  nChanged 5
		SP:Iteration 22Q (69218.180000 sec): 3 clusters
  Score: Raw -280987.362275 + Penalty 2570.941949 = -278416.420326
  nChanged 5
		SP:Iteration 23Q (69218.240000 sec): 3 clusters
  Score: Raw -280989.458954 + Penalty 2570.941949 = -278418.517005
  nChanged 5
		SP:Iteration 24Q (69218.290000 sec): 3 clusters
  Score: Raw -280990.332653 + Penalty 2570.941949 = -278419.390704
  nChanged 0
		SP:Iteration 25F (69218.350000 sec): 3 clusters
  Score: Raw -280990.332653 + Penalty 2570.941949 = -278419.390704
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (111868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69219.160000 sec): 2 clusters
  Score: Raw -11828466.159704 + Penalty 1889.074669 = -11826577.085035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69220.280000 sec): 3 clusters
  Score: Raw -11755295.438945 + Penalty 3778.149337 = -11751517.289607
  nChanged 53616
		SP:Iteration 1F (69221.450000 sec): 3 clusters
  Score: Raw -11787980.857993 + Penalty 3778.149337 = -11784202.708656
  nChanged 4816
		SP:Iteration 2Q (69222.660000 sec): 3 clusters
  Score: Raw -11790215.748288 + Penalty 3778.149337 = -11786437.598951
  nChanged 5687
		SP:Iteration 3F (69223.800000 sec): 3 clusters
  Score: Raw -11792978.102533 + Penalty 3778.149337 = -11789199.953196
  nChanged 6328
		SP:Iteration 4F (69224.930000 sec): 3 clusters
  Score: Raw -11796143.960175 + Penalty 3778.149337 = -11792365.810838
  nChanged 6636
		SP:Iteration 5F (69226.090000 sec): 3 clusters
  Score: Raw -11800007.232546 + Penalty 3778.149337 = -11796229.083209
  nChanged 7107
		SP:Iteration 6F (69227.260000 sec): 3 clusters
  Score: Raw -11804894.544825 + Penalty 3778.149337 = -11801116.395488
  nChanged 7132
		SP:Iteration 7F (69228.410000 sec): 3 clusters
  Score: Raw -11810524.129947 + Penalty 3778.149337 = -11806745.980609
  nChanged 6430
		SP:Iteration 8F (69229.520000 sec): 3 clusters
  Score: Raw -11815627.763733 + Penalty 3778.149337 = -11811849.614395
  nChanged 5137
		SP:Iteration 9Q (69230.680000 sec): 3 clusters
  Score: Raw -11819387.935167 + Penalty 3778.149337 = -11815609.785829
  nChanged 3997
		SP:Iteration 10Q (69231.750000 sec): 3 clusters
  Score: Raw -11822057.887580 + Penalty 3778.149337 = -11818279.738243
  nChanged 3133
		SP:Iteration 11Q (69232.820000 sec): 3 clusters
  Score: Raw -11824023.769491 + Penalty 3778.149337 = -11820245.620154
  nChanged 2702
		SP:Iteration 12Q (69233.900000 sec): 3 clusters
  Score: Raw -11825782.249531 + Penalty 3778.149337 = -11822004.100193
  nChanged 2322
		SP:Iteration 13Q (69234.960000 sec): 3 clusters
  Score: Raw -11827391.605360 + Penalty 3778.149337 = -11823613.456023
  nChanged 1912
		SP:Iteration 14Q (69236.010000 sec): 3 clusters
  Score: Raw -11828845.490617 + Penalty 3778.149337 = -11825067.341280
  nChanged 1461
		SP:Iteration 15Q (69237.000000 sec): 3 clusters
  Score: Raw -11830106.242620 + Penalty 3778.149337 = -11826328.093283
  nChanged 1031
		SP:Iteration 16Q (69238.040000 sec): 3 clusters
  Score: Raw -11831153.770392 + Penalty 3778.149337 = -11827375.621055
  nChanged 689
		SP:Iteration 17Q (69239.080000 sec): 3 clusters
  Score: Raw -11831854.247121 + Penalty 3778.149337 = -11828076.097784
  nChanged 499
		SP:Iteration 18Q (69240.070000 sec): 3 clusters
  Score: Raw -11832238.092966 + Penalty 3778.149337 = -11828459.943628
  nChanged 332
		SP:Iteration 19Q (69241.100000 sec): 3 clusters
  Score: Raw -11832382.823197 + Penalty 3778.149337 = -11828604.673859
  nChanged 183
		SP:Iteration 20F (69242.210000 sec): 3 clusters
  Score: Raw -11832431.215886 + Penalty 3778.149337 = -11828653.066549
  nChanged 113
		SP:Iteration 21Q (69243.250000 sec): 3 clusters
  Score: Raw -11832450.508728 + Penalty 3778.149337 = -11828672.359391
  nChanged 80
		SP:Iteration 22Q (69244.230000 sec): 3 clusters
  Score: Raw -11832463.880684 + Penalty 3778.149337 = -11828685.731346
  nChanged 65
		SP:Iteration 23Q (69245.270000 sec): 3 clusters
  Score: Raw -11832473.448643 + Penalty 3778.149337 = -11828695.299306
  nChanged 58
		SP:Iteration 24Q (69246.310000 sec): 3 clusters
  Score: Raw -11832480.578865 + Penalty 3778.149337 = -11828702.429528
  nChanged 33
		SP:Iteration 25Q (69247.290000 sec): 3 clusters
  Score: Raw -11832484.023380 + Penalty 3778.149337 = -11828705.874042
  nChanged 26
		SP:Iteration 26Q (69248.320000 sec): 3 clusters
  Score: Raw -11832486.626712 + Penalty 3778.149337 = -11828708.477375
  nChanged 22
		SP:Iteration 27Q (69249.310000 sec): 3 clusters
  Score: Raw -11832488.607642 + Penalty 3778.149337 = -11828710.458305
  nChanged 14
		SP:Iteration 28Q (69250.350000 sec): 3 clusters
  Score: Raw -11832489.785895 + Penalty 3778.149337 = -11828711.636558
  nChanged 11
		SP:Iteration 29Q (69251.330000 sec): 3 clusters
  Score: Raw -11832490.596263 + Penalty 3778.149337 = -11828712.446925
  nChanged 5
		SP:Iteration 30Q (69252.340000 sec): 3 clusters
  Score: Raw -11832490.986710 + Penalty 3778.149337 = -11828712.837372
  nChanged 5
		SP:Iteration 31Q (69253.330000 sec): 3 clusters
  Score: Raw -11832491.273251 + Penalty 3778.149337 = -11828713.123913
  nChanged 5
		SP:Iteration 32Q (69254.360000 sec): 3 clusters
  Score: Raw -11832491.530973 + Penalty 3778.149337 = -11828713.381636
  nChanged 3
		SP:Iteration 33Q (69255.390000 sec): 3 clusters
  Score: Raw -11832491.659656 + Penalty 3778.149337 = -11828713.510318
  nChanged 2
		SP:Iteration 34Q (69256.380000 sec): 3 clusters
  Score: Raw -11832491.769063 + Penalty 3778.149337 = -11828713.619726
  nChanged 1
		SP:Iteration 35Q (69257.410000 sec): 3 clusters
  Score: Raw -11832491.831354 + Penalty 3778.149337 = -11828713.682016
  nChanged 1
		SP:Iteration 36Q (69258.400000 sec): 3 clusters
  Score: Raw -11832491.878859 + Penalty 3778.149337 = -11828713.729522
  nChanged 1
		SP:Iteration 37Q (69259.430000 sec): 3 clusters
  Score: Raw -11832491.902536 + Penalty 3778.149337 = -11828713.753199
  nChanged 0
		SP:Iteration 38F (69260.590000 sec): 3 clusters
  Score: Raw -11832491.902536 + Penalty 3778.149337 = -11828713.753199
  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 7.98 GB.

 Trying to split cluster 56 (1657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69260.650000 sec): 2 clusters
  Score: Raw -145835.886685 + Penalty 1204.574153 = -144631.312532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69260.680000 sec): 3 clusters
  Score: Raw -145184.168453 + Penalty 2409.148306 = -142775.020147
  nChanged 588
		SP:Iteration 1F (69260.730000 sec): 3 clusters
  Score: Raw -145584.570464 + Penalty 2409.148306 = -143175.422158
  nChanged 138
		SP:Iteration 2F (69260.760000 sec): 3 clusters
  Score: Raw -145699.323486 + Penalty 2409.148306 = -143290.175180
  nChanged 97
		SP:Iteration 3F (69260.790000 sec): 3 clusters
  Score: Raw -145772.109207 + Penalty 2409.148306 = -143362.960901
  nChanged 55
		SP:Iteration 4Q (69260.820000 sec): 3 clusters
  Score: Raw -145811.058353 + Penalty 2409.148306 = -143401.910047
  nChanged 47
		SP:Iteration 5Q (69260.860000 sec): 3 clusters
  Score: Raw -145844.686275 + Penalty 2409.148306 = -143435.537969
  nChanged 32
		SP:Iteration 6Q (69260.890000 sec): 3 clusters
  Score: Raw -145868.652420 + Penalty 2409.148306 = -143459.504115
  nChanged 26
		SP:Iteration 7Q (69260.920000 sec): 3 clusters
  Score: Raw -145885.379637 + Penalty 2409.148306 = -143476.231331
  nChanged 18
		SP:Iteration 8Q (69260.960000 sec): 3 clusters
  Score: Raw -145894.586207 + Penalty 2409.148306 = -143485.437901
  nChanged 20
		SP:Iteration 9Q (69260.990000 sec): 3 clusters
  Score: Raw -145904.816177 + Penalty 2409.148306 = -143495.667871
  nChanged 15
		SP:Iteration 10Q (69261.020000 sec): 3 clusters
  Score: Raw -145912.506953 + Penalty 2409.148306 = -143503.358647
  nChanged 15
		SP:Iteration 11Q (69261.050000 sec): 3 clusters
  Score: Raw -145921.671783 + Penalty 2409.148306 = -143512.523477
  nChanged 15
		SP:Iteration 12Q (69261.080000 sec): 3 clusters
  Score: Raw -145931.414938 + Penalty 2409.148306 = -143522.266632
  nChanged 19
		SP:Iteration 13Q (69261.120000 sec): 3 clusters
  Score: Raw -145943.876285 + Penalty 2409.148306 = -143534.727979
  nChanged 22
		SP:Iteration 14Q (69261.150000 sec): 3 clusters
  Score: Raw -145959.007000 + Penalty 2409.148306 = -143549.858695
  nChanged 21
		SP:Iteration 15Q (69261.180000 sec): 3 clusters
  Score: Raw -145968.218068 + Penalty 2409.148306 = -143559.069762
  nChanged 9
		SP:Iteration 16Q (69261.220000 sec): 3 clusters
  Score: Raw -145972.014979 + Penalty 2409.148306 = -143562.866674
  nChanged 6
		SP:Iteration 17Q (69261.250000 sec): 3 clusters
  Score: Raw -145974.908044 + Penalty 2409.148306 = -143565.759739
  nChanged 8
		SP:Iteration 18Q (69261.280000 sec): 3 clusters
  Score: Raw -145979.299629 + Penalty 2409.148306 = -143570.151323
  nChanged 8
		SP:Iteration 19Q (69261.310000 sec): 3 clusters
  Score: Raw -145983.531413 + Penalty 2409.148306 = -143574.383107
  nChanged 6
		SP:Iteration 20F (69261.340000 sec): 3 clusters
  Score: Raw -145986.989652 + Penalty 2409.148306 = -143577.841346
  nChanged 7
		SP:Iteration 21Q (69261.380000 sec): 3 clusters
  Score: Raw -145990.972593 + Penalty 2409.148306 = -143581.824288
  nChanged 8
		SP:Iteration 22Q (69261.410000 sec): 3 clusters
  Score: Raw -145995.888187 + Penalty 2409.148306 = -143586.739881
  nChanged 10
		SP:Iteration 23Q (69261.440000 sec): 3 clusters
  Score: Raw -146002.882847 + Penalty 2409.148306 = -143593.734541
  nChanged 12
		SP:Iteration 24Q (69261.480000 sec): 3 clusters
  Score: Raw -146011.943273 + Penalty 2409.148306 = -143602.794968
  nChanged 8
		SP:Iteration 25Q (69261.510000 sec): 3 clusters
  Score: Raw -146017.556889 + Penalty 2409.148306 = -143608.408583
  nChanged 6
		SP:Iteration 26Q (69261.540000 sec): 3 clusters
  Score: Raw -146021.989095 + Penalty 2409.148306 = -143612.840789
  nChanged 8
		SP:Iteration 27Q (69261.570000 sec): 3 clusters
  Score: Raw -146025.283680 + Penalty 2409.148306 = -143616.135374
  nChanged 7
		SP:Iteration 28Q (69261.600000 sec): 3 clusters
  Score: Raw -146028.431508 + Penalty 2409.148306 = -143619.283202
  nChanged 8
		SP:Iteration 29Q (69261.640000 sec): 3 clusters
  Score: Raw -146032.609424 + Penalty 2409.148306 = -143623.461118
  nChanged 4
		SP:Iteration 30Q (69261.670000 sec): 3 clusters
  Score: Raw -146035.802584 + Penalty 2409.148306 = -143626.654278
  nChanged 3
		SP:Iteration 31Q (69261.700000 sec): 3 clusters
  Score: Raw -146037.536906 + Penalty 2409.148306 = -143628.388600
  nChanged 6
		SP:Iteration 32Q (69261.740000 sec): 3 clusters
  Score: Raw -146040.253320 + Penalty 2409.148306 = -143631.105015
  nChanged 3
		SP:Iteration 33Q (69261.770000 sec): 3 clusters
  Score: Raw -146043.871438 + Penalty 2409.148306 = -143634.723133
  nChanged 7
		SP:Iteration 34Q (69261.800000 sec): 3 clusters
  Score: Raw -146048.591427 + Penalty 2409.148306 = -143639.443122
  nChanged 2
		SP:Iteration 35Q (69261.830000 sec): 3 clusters
  Score: Raw -146049.412959 + Penalty 2409.148306 = -143640.264654
  nChanged 5
		SP:Iteration 36Q (69261.860000 sec): 3 clusters
  Score: Raw -146051.662419 + Penalty 2409.148306 = -143642.514114
  nChanged 3
		SP:Iteration 37Q (69261.900000 sec): 3 clusters
  Score: Raw -146053.272200 + Penalty 2409.148306 = -143644.123894
  nChanged 3
		SP:Iteration 38Q (69261.930000 sec): 3 clusters
  Score: Raw -146054.290175 + Penalty 2409.148306 = -143645.141869
  nChanged 0
		SP:Iteration 39F (69261.960000 sec): 3 clusters
  Score: Raw -146054.290175 + Penalty 2409.148306 = -143645.141869
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69262.020000 sec): 2 clusters
  Score: Raw -195388.136719 + Penalty 1228.766784 = -194159.369935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69262.060000 sec): 3 clusters
  Score: Raw -194537.734905 + Penalty 2457.533567 = -192080.201337
  nChanged 697
		SP:Iteration 1F (69262.100000 sec): 3 clusters
  Score: Raw -194998.380975 + Penalty 2457.533567 = -192540.847408
  nChanged 168
		SP:Iteration 2F (69262.140000 sec): 3 clusters
  Score: Raw -195142.391944 + Penalty 2457.533567 = -192684.858377
  nChanged 110
		SP:Iteration 3F (69262.170000 sec): 3 clusters
  Score: Raw -195233.829958 + Penalty 2457.533567 = -192776.296391
  nChanged 89
		SP:Iteration 4Q (69262.210000 sec): 3 clusters
  Score: Raw -195303.739856 + Penalty 2457.533567 = -192846.206288
  nChanged 75
		SP:Iteration 5Q (69262.250000 sec): 3 clusters
  Score: Raw -195363.859041 + Penalty 2457.533567 = -192906.325474
  nChanged 60
		SP:Iteration 6Q (69262.290000 sec): 3 clusters
  Score: Raw -195413.252856 + Penalty 2457.533567 = -192955.719289
  nChanged 59
		SP:Iteration 7Q (69262.320000 sec): 3 clusters
  Score: Raw -195463.236130 + Penalty 2457.533567 = -193005.702563
  nChanged 43
		SP:Iteration 8Q (69262.360000 sec): 3 clusters
  Score: Raw -195488.392211 + Penalty 2457.533567 = -193030.858644
  nChanged 34
		SP:Iteration 9Q (69262.400000 sec): 3 clusters
  Score: Raw -195509.110494 + Penalty 2457.533567 = -193051.576927
  nChanged 24
		SP:Iteration 10Q (69262.440000 sec): 3 clusters
  Score: Raw -195525.408824 + Penalty 2457.533567 = -193067.875257
  nChanged 20
		SP:Iteration 11Q (69262.470000 sec): 3 clusters
  Score: Raw -195535.897321 + Penalty 2457.533567 = -193078.363754
  nChanged 17
		SP:Iteration 12Q (69262.510000 sec): 3 clusters
  Score: Raw -195545.496363 + Penalty 2457.533567 = -193087.962796
  nChanged 14
		SP:Iteration 13Q (69262.550000 sec): 3 clusters
  Score: Raw -195552.726028 + Penalty 2457.533567 = -193095.192461
  nChanged 6
		SP:Iteration 14Q (69262.580000 sec): 3 clusters
  Score: Raw -195556.808304 + Penalty 2457.533567 = -193099.274736
  nChanged 2
		SP:Iteration 15Q (69262.620000 sec): 3 clusters
  Score: Raw -195558.017860 + Penalty 2457.533567 = -193100.484293
  nChanged 1
		SP:Iteration 16Q (69262.660000 sec): 3 clusters
  Score: Raw -195558.942751 + Penalty 2457.533567 = -193101.409184
  nChanged 4
		SP:Iteration 17Q (69262.700000 sec): 3 clusters
  Score: Raw -195561.114024 + Penalty 2457.533567 = -193103.580456
  nChanged 2
		SP:Iteration 18Q (69262.740000 sec): 3 clusters
  Score: Raw -195562.419666 + Penalty 2457.533567 = -193104.886098
  nChanged 1
		SP:Iteration 19Q (69262.770000 sec): 3 clusters
  Score: Raw -195562.679035 + Penalty 2457.533567 = -193105.145467
  nChanged 1
		SP:Iteration 20F (69262.810000 sec): 3 clusters
  Score: Raw -195564.426359 + Penalty 2457.533567 = -193106.892792
  nChanged 3
		SP:Iteration 21Q (69262.840000 sec): 3 clusters
  Score: Raw -195566.309420 + Penalty 2457.533567 = -193108.775853
  nChanged 4
		SP:Iteration 22Q (69262.880000 sec): 3 clusters
  Score: Raw -195567.240920 + Penalty 2457.533567 = -193109.707352
  nChanged 3
		SP:Iteration 23Q (69262.920000 sec): 3 clusters
  Score: Raw -195569.333392 + Penalty 2457.533567 = -193111.799824
  nChanged 5
		SP:Iteration 24Q (69262.960000 sec): 3 clusters
  Score: Raw -195571.655095 + Penalty 2457.533567 = -193114.121528
  nChanged 6
		SP:Iteration 25Q (69263.000000 sec): 3 clusters
  Score: Raw -195576.082254 + Penalty 2457.533567 = -193118.548687
  nChanged 6
		SP:Iteration 26Q (69263.030000 sec): 3 clusters
  Score: Raw -195577.746121 + Penalty 2457.533567 = -193120.212553
  nChanged 2
		SP:Iteration 27Q (69263.070000 sec): 3 clusters
  Score: Raw -195578.442047 + Penalty 2457.533567 = -193120.908480
  nChanged 1
		SP:Iteration 28Q (69263.110000 sec): 3 clusters
  Score: Raw -195579.198689 + Penalty 2457.533567 = -193121.665122
  nChanged 1
		SP:Iteration 29Q (69263.140000 sec): 3 clusters
  Score: Raw -195579.343991 + Penalty 2457.533567 = -193121.810424
  nChanged 0
		SP:Iteration 30F (69263.180000 sec): 3 clusters
  Score: Raw -195579.343991 + Penalty 2457.533567 = -193121.810424
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69263.260000 sec): 2 clusters
  Score: Raw -378983.500915 + Penalty 1344.996816 = -377638.504099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69263.350000 sec): 3 clusters
  Score: Raw -377083.515022 + Penalty 2689.993631 = -374393.521391
  nChanged 1517
		SP:Iteration 1F (69263.420000 sec): 3 clusters
  Score: Raw -377980.208774 + Penalty 2689.993631 = -375290.215142
  nChanged 300
		SP:Iteration 2F (69263.500000 sec): 3 clusters
  Score: Raw -378177.003938 + Penalty 2689.993631 = -375487.010307
  nChanged 222
		SP:Iteration 3F (69263.570000 sec): 3 clusters
  Score: Raw -378330.892358 + Penalty 2689.993631 = -375640.898727
  nChanged 177
		SP:Iteration 4Q (69263.650000 sec): 3 clusters
  Score: Raw -378457.755140 + Penalty 2689.993631 = -375767.761509
  nChanged 171
		SP:Iteration 5Q (69263.720000 sec): 3 clusters
  Score: Raw -378597.988787 + Penalty 2689.993631 = -375907.995156
  nChanged 179
		SP:Iteration 6Q (69263.800000 sec): 3 clusters
  Score: Raw -378740.881722 + Penalty 2689.993631 = -376050.888091
  nChanged 192
		SP:Iteration 7Q (69263.880000 sec): 3 clusters
  Score: Raw -378898.316067 + Penalty 2689.993631 = -376208.322436
  nChanged 182
		SP:Iteration 8Q (69263.950000 sec): 3 clusters
  Score: Raw -379044.064497 + Penalty 2689.993631 = -376354.070865
  nChanged 165
		SP:Iteration 9Q (69264.030000 sec): 3 clusters
  Score: Raw -379177.449578 + Penalty 2689.993631 = -376487.455946
  nChanged 120
		SP:Iteration 10Q (69264.100000 sec): 3 clusters
  Score: Raw -379265.155013 + Penalty 2689.993631 = -376575.161382
  nChanged 101
		SP:Iteration 11Q (69264.180000 sec): 3 clusters
  Score: Raw -379329.542505 + Penalty 2689.993631 = -376639.548873
  nChanged 74
		SP:Iteration 12Q (69264.250000 sec): 3 clusters
  Score: Raw -379371.235764 + Penalty 2689.993631 = -376681.242133
  nChanged 60
		SP:Iteration 13Q (69264.330000 sec): 3 clusters
  Score: Raw -379401.203044 + Penalty 2689.993631 = -376711.209413
  nChanged 39
		SP:Iteration 14Q (69264.400000 sec): 3 clusters
  Score: Raw -379418.605466 + Penalty 2689.993631 = -376728.611835
  nChanged 35
		SP:Iteration 15Q (69264.480000 sec): 3 clusters
  Score: Raw -379435.463320 + Penalty 2689.993631 = -376745.469688
  nChanged 33
		SP:Iteration 16Q (69264.550000 sec): 3 clusters
  Score: Raw -379453.700599 + Penalty 2689.993631 = -376763.706968
  nChanged 34
		SP:Iteration 17Q (69264.630000 sec): 3 clusters
  Score: Raw -379470.439215 + Penalty 2689.993631 = -376780.445584
  nChanged 24
		SP:Iteration 18Q (69264.700000 sec): 3 clusters
  Score: Raw -379481.140653 + Penalty 2689.993631 = -376791.147022
  nChanged 22
		SP:Iteration 19Q (69264.780000 sec): 3 clusters
  Score: Raw -379490.577261 + Penalty 2689.993631 = -376800.583630
  nChanged 15
		SP:Iteration 20F (69264.850000 sec): 3 clusters
  Score: Raw -379496.010111 + Penalty 2689.993631 = -376806.016479
  nChanged 17
		SP:Iteration 21Q (69264.920000 sec): 3 clusters
  Score: Raw -379503.639178 + Penalty 2689.993631 = -376813.645547
  nChanged 16
		SP:Iteration 22Q (69265.000000 sec): 3 clusters
  Score: Raw -379509.151124 + Penalty 2689.993631 = -376819.157493
  nChanged 5
		SP:Iteration 23Q (69265.080000 sec): 3 clusters
  Score: Raw -379510.018035 + Penalty 2689.993631 = -376820.024404
  nChanged 2
		SP:Iteration 24Q (69265.150000 sec): 3 clusters
  Score: Raw -379510.654880 + Penalty 2689.993631 = -376820.661248
  nChanged 4
		SP:Iteration 25Q (69265.220000 sec): 3 clusters
  Score: Raw -379511.918276 + Penalty 2689.993631 = -376821.924645
  nChanged 5
		SP:Iteration 26Q (69265.300000 sec): 3 clusters
  Score: Raw -379513.114643 + Penalty 2689.993631 = -376823.121012
  nChanged 3
		SP:Iteration 27Q (69265.370000 sec): 3 clusters
  Score: Raw -379513.573588 + Penalty 2689.993631 = -376823.579957
  nChanged 2
		SP:Iteration 28Q (69265.450000 sec): 3 clusters
  Score: Raw -379514.113482 + Penalty 2689.993631 = -376824.119851
  nChanged 3
		SP:Iteration 29Q (69265.520000 sec): 3 clusters
  Score: Raw -379514.770398 + Penalty 2689.993631 = -376824.776767
  nChanged 2
		SP:Iteration 30Q (69265.600000 sec): 3 clusters
  Score: Raw -379515.108227 + Penalty 2689.993631 = -376825.114596
  nChanged 1
		SP:Iteration 31Q (69265.670000 sec): 3 clusters
  Score: Raw -379515.283052 + Penalty 2689.993631 = -376825.289421
  nChanged 2
		SP:Iteration 32Q (69265.740000 sec): 3 clusters
  Score: Raw -379515.718637 + Penalty 2689.993631 = -376825.725006
  nChanged 1
		SP:Iteration 33Q (69265.820000 sec): 3 clusters
  Score: Raw -379515.884595 + Penalty 2689.993631 = -376825.890964
  nChanged 0
		SP:Iteration 34F (69265.890000 sec): 3 clusters
  Score: Raw -379515.884595 + Penalty 2689.993631 = -376825.890964
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (11797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69266.040000 sec): 2 clusters
  Score: Raw -1130123.263603 + Penalty 1523.535088 = -1128599.728516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69266.220000 sec): 3 clusters
  Score: Raw -1123389.663953 + Penalty 3047.070176 = -1120342.593777
  nChanged 5126
		SP:Iteration 1F (69266.420000 sec): 3 clusters
  Score: Raw -1126241.122139 + Penalty 3047.070176 = -1123194.051963
  nChanged 857
		SP:Iteration 2F (69266.590000 sec): 3 clusters
  Score: Raw -1126708.771060 + Penalty 3047.070176 = -1123661.700885
  nChanged 749
		SP:Iteration 3F (69266.750000 sec): 3 clusters
  Score: Raw -1127120.204903 + Penalty 3047.070176 = -1124073.134728
  nChanged 716
		SP:Iteration 4F (69266.930000 sec): 3 clusters
  Score: Raw -1127566.041443 + Penalty 3047.070176 = -1124518.971267
  nChanged 686
		SP:Iteration 5F (69267.110000 sec): 3 clusters
  Score: Raw -1127963.052746 + Penalty 3047.070176 = -1124915.982570
  nChanged 613
		SP:Iteration 6F (69267.310000 sec): 3 clusters
  Score: Raw -1128304.435276 + Penalty 3047.070176 = -1125257.365100
  nChanged 537
		SP:Iteration 7Q (69267.490000 sec): 3 clusters
  Score: Raw -1128581.093246 + Penalty 3047.070176 = -1125534.023070
  nChanged 466
		SP:Iteration 8Q (69267.660000 sec): 3 clusters
  Score: Raw -1128774.153667 + Penalty 3047.070176 = -1125727.083491
  nChanged 363
		SP:Iteration 9Q (69267.850000 sec): 3 clusters
  Score: Raw -1128925.141155 + Penalty 3047.070176 = -1125878.070979
  nChanged 336
		SP:Iteration 10Q (69268.030000 sec): 3 clusters
  Score: Raw -1129066.853544 + Penalty 3047.070176 = -1126019.783368
  nChanged 279
		SP:Iteration 11Q (69268.200000 sec): 3 clusters
  Score: Raw -1129193.756443 + Penalty 3047.070176 = -1126146.686267
  nChanged 270
		SP:Iteration 12Q (69268.390000 sec): 3 clusters
  Score: Raw -1129296.338563 + Penalty 3047.070176 = -1126249.268388
  nChanged 238
		SP:Iteration 13Q (69268.560000 sec): 3 clusters
  Score: Raw -1129394.495410 + Penalty 3047.070176 = -1126347.425234
  nChanged 227
		SP:Iteration 14Q (69268.750000 sec): 3 clusters
  Score: Raw -1129483.184066 + Penalty 3047.070176 = -1126436.113891
  nChanged 210
		SP:Iteration 15Q (69268.930000 sec): 3 clusters
  Score: Raw -1129568.795386 + Penalty 3047.070176 = -1126521.725211
  nChanged 199
		SP:Iteration 16Q (69269.100000 sec): 3 clusters
  Score: Raw -1129652.095655 + Penalty 3047.070176 = -1126605.025479
  nChanged 186
		SP:Iteration 17Q (69269.280000 sec): 3 clusters
  Score: Raw -1129740.385702 + Penalty 3047.070176 = -1126693.315526
  nChanged 197
		SP:Iteration 18Q (69269.450000 sec): 3 clusters
  Score: Raw -1129821.667397 + Penalty 3047.070176 = -1126774.597221
  nChanged 171
		SP:Iteration 19Q (69269.650000 sec): 3 clusters
  Score: Raw -1129888.688821 + Penalty 3047.070176 = -1126841.618645
  nChanged 167
		SP:Iteration 20F (69269.820000 sec): 3 clusters
  Score: Raw -1129952.563377 + Penalty 3047.070176 = -1126905.493201
  nChanged 155
		SP:Iteration 21Q (69269.990000 sec): 3 clusters
  Score: Raw -1130024.531390 + Penalty 3047.070176 = -1126977.461214
  nChanged 159
		SP:Iteration 22Q (69270.160000 sec): 3 clusters
  Score: Raw -1130105.048205 + Penalty 3047.070176 = -1127057.978029
  nChanged 135
		SP:Iteration 23Q (69270.330000 sec): 3 clusters
  Score: Raw -1130181.342972 + Penalty 3047.070176 = -1127134.272797
  nChanged 144
		SP:Iteration 24Q (69270.530000 sec): 3 clusters
  Score: Raw -1130270.003834 + Penalty 3047.070176 = -1127222.933658
  nChanged 130
		SP:Iteration 25Q (69270.690000 sec): 3 clusters
  Score: Raw -1130346.113606 + Penalty 3047.070176 = -1127299.043431
  nChanged 117
		SP:Iteration 26Q (69270.860000 sec): 3 clusters
  Score: Raw -1130409.907450 + Penalty 3047.070176 = -1127362.837274
  nChanged 120
		SP:Iteration 27Q (69271.040000 sec): 3 clusters
  Score: Raw -1130466.314020 + Penalty 3047.070176 = -1127419.243845
  nChanged 107
		SP:Iteration 28Q (69271.200000 sec): 3 clusters
  Score: Raw -1130511.032638 + Penalty 3047.070176 = -1127463.962462
  nChanged 78
		SP:Iteration 29Q (69271.380000 sec): 3 clusters
  Score: Raw -1130543.076787 + Penalty 3047.070176 = -1127496.006611
  nChanged 71
		SP:Iteration 30Q (69271.550000 sec): 3 clusters
  Score: Raw -1130567.287512 + Penalty 3047.070176 = -1127520.217336
  nChanged 59
		SP:Iteration 31Q (69271.740000 sec): 3 clusters
  Score: Raw -1130588.575124 + Penalty 3047.070176 = -1127541.504948
  nChanged 46
		SP:Iteration 32Q (69271.900000 sec): 3 clusters
  Score: Raw -1130604.422459 + Penalty 3047.070176 = -1127557.352283
  nChanged 39
		SP:Iteration 33Q (69272.070000 sec): 3 clusters
  Score: Raw -1130616.674320 + Penalty 3047.070176 = -1127569.604144
  nChanged 25
		SP:Iteration 34Q (69272.230000 sec): 3 clusters
  Score: Raw -1130624.719298 + Penalty 3047.070176 = -1127577.649122
  nChanged 19
		SP:Iteration 35Q (69272.400000 sec): 3 clusters
  Score: Raw -1130629.138907 + Penalty 3047.070176 = -1127582.068731
  nChanged 22
		SP:Iteration 36Q (69272.570000 sec): 3 clusters
  Score: Raw -1130636.039799 + Penalty 3047.070176 = -1127588.969624
  nChanged 14
		SP:Iteration 37Q (69272.730000 sec): 3 clusters
  Score: Raw -1130641.427558 + Penalty 3047.070176 = -1127594.357382
  nChanged 26
		SP:Iteration 38Q (69272.900000 sec): 3 clusters
  Score: Raw -1130648.589811 + Penalty 3047.070176 = -1127601.519636
  nChanged 21
		SP:Iteration 39Q (69273.070000 sec): 3 clusters
  Score: Raw -1130654.904019 + Penalty 3047.070176 = -1127607.833843
  nChanged 14
		SP:Iteration 40F (69273.250000 sec): 3 clusters
  Score: Raw -1130659.872398 + Penalty 3047.070176 = -1127612.802222
  nChanged 16
		SP:Iteration 41Q (69273.410000 sec): 3 clusters
  Score: Raw -1130664.679055 + Penalty 3047.070176 = -1127617.608880
  nChanged 14
		SP:Iteration 42Q (69273.590000 sec): 3 clusters
  Score: Raw -1130671.691900 + Penalty 3047.070176 = -1127624.621725
  nChanged 28
		SP:Iteration 43Q (69273.760000 sec): 3 clusters
  Score: Raw -1130678.809540 + Penalty 3047.070176 = -1127631.739365
  nChanged 21
		SP:Iteration 44Q (69273.950000 sec): 3 clusters
  Score: Raw -1130684.626773 + Penalty 3047.070176 = -1127637.556597
  nChanged 14
		SP:Iteration 45Q (69274.110000 sec): 3 clusters
  Score: Raw -1130689.438590 + Penalty 3047.070176 = -1127642.368414
  nChanged 16
		SP:Iteration 46Q (69274.280000 sec): 3 clusters
  Score: Raw -1130696.854288 + Penalty 3047.070176 = -1127649.784112
  nChanged 21
		SP:Iteration 47Q (69274.450000 sec): 3 clusters
  Score: Raw -1130709.437646 + Penalty 3047.070176 = -1127662.367470
  nChanged 21
		SP:Iteration 48Q (69274.610000 sec): 3 clusters
  Score: Raw -1130719.588298 + Penalty 3047.070176 = -1127672.518122
  nChanged 22
		SP:Iteration 49Q (69274.780000 sec): 3 clusters
  Score: Raw -1130729.156207 + Penalty 3047.070176 = -1127682.086031
  nChanged 24
		SP:Iteration 50Q (69274.940000 sec): 3 clusters
  Score: Raw -1130737.104773 + Penalty 3047.070176 = -1127690.034598
  nChanged 22
		SP:Iteration 51Q (69275.110000 sec): 3 clusters
  Score: Raw -1130747.497069 + Penalty 3047.070176 = -1127700.426893
  nChanged 24
		SP:Iteration 52Q (69275.280000 sec): 3 clusters
  Score: Raw -1130757.414971 + Penalty 3047.070176 = -1127710.344795
  nChanged 18
		SP:Iteration 53Q (69275.450000 sec): 3 clusters
  Score: Raw -1130764.739289 + Penalty 3047.070176 = -1127717.669114
  nChanged 17
		SP:Iteration 54Q (69275.610000 sec): 3 clusters
  Score: Raw -1130768.390462 + Penalty 3047.070176 = -1127721.320287
  nChanged 8
		SP:Iteration 55Q (69275.780000 sec): 3 clusters
  Score: Raw -1130770.963487 + Penalty 3047.070176 = -1127723.893311
  nChanged 11
		SP:Iteration 56Q (69275.940000 sec): 3 clusters
  Score: Raw -1130774.514672 + Penalty 3047.070176 = -1127727.444497
  nChanged 6
		SP:Iteration 57Q (69276.110000 sec): 3 clusters
  Score: Raw -1130776.650822 + Penalty 3047.070176 = -1127729.580646
  nChanged 7
		SP:Iteration 58Q (69276.270000 sec): 3 clusters
  Score: Raw -1130778.485041 + Penalty 3047.070176 = -1127731.414865
  nChanged 9
		SP:Iteration 59Q (69276.440000 sec): 3 clusters
  Score: Raw -1130781.015336 + Penalty 3047.070176 = -1127733.945161
  nChanged 6
		SP:Iteration 60F (69276.620000 sec): 3 clusters
  Score: Raw -1130782.367709 + Penalty 3047.070176 = -1127735.297534
  nChanged 5
		SP:Iteration 61Q (69276.790000 sec): 3 clusters
  Score: Raw -1130784.989163 + Penalty 3047.070176 = -1127737.918987
  nChanged 10
		SP:Iteration 62Q (69276.940000 sec): 3 clusters
  Score: Raw -1130787.689620 + Penalty 3047.070176 = -1127740.619444
  nChanged 11
		SP:Iteration 63Q (69277.120000 sec): 3 clusters
  Score: Raw -1130790.719139 + Penalty 3047.070176 = -1127743.648963
  nChanged 9
		SP:Iteration 64Q (69277.280000 sec): 3 clusters
  Score: Raw -1130793.615296 + Penalty 3047.070176 = -1127746.545120
  nChanged 7
		SP:Iteration 65Q (69277.460000 sec): 3 clusters
  Score: Raw -1130795.375395 + Penalty 3047.070176 = -1127748.305220
  nChanged 3
		SP:Iteration 66Q (69277.620000 sec): 3 clusters
  Score: Raw -1130795.998874 + Penalty 3047.070176 = -1127748.928698
  nChanged 3
		SP:Iteration 67Q (69277.810000 sec): 3 clusters
  Score: Raw -1130796.832829 + Penalty 3047.070176 = -1127749.762653
  nChanged 1
		SP:Iteration 68Q (69277.980000 sec): 3 clusters
  Score: Raw -1130797.007883 + Penalty 3047.070176 = -1127749.937707
  nChanged 1
		SP:Iteration 69Q (69278.160000 sec): 3 clusters
  Score: Raw -1130797.258405 + Penalty 3047.070176 = -1127750.188230
  nChanged 0
		SP:Iteration 70F (69278.340000 sec): 3 clusters
  Score: Raw -1130797.258405 + Penalty 3047.070176 = -1127750.188230
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69278.430000 sec): 2 clusters
  Score: Raw -469329.163720 + Penalty 1383.294669 = -467945.869051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69278.560000 sec): 3 clusters
  Score: Raw -466821.930309 + Penalty 2766.589338 = -464055.340971
  nChanged 2012
		SP:Iteration 1F (69278.660000 sec): 3 clusters
  Score: Raw -467980.789567 + Penalty 2766.589338 = -465214.200229
  nChanged 381
		SP:Iteration 2F (69278.750000 sec): 3 clusters
  Score: Raw -468190.503608 + Penalty 2766.589338 = -465423.914269
  nChanged 270
		SP:Iteration 3F (69278.840000 sec): 3 clusters
  Score: Raw -468339.917826 + Penalty 2766.589338 = -465573.328488
  nChanged 231
		SP:Iteration 4Q (69278.940000 sec): 3 clusters
  Score: Raw -468497.627226 + Penalty 2766.589338 = -465731.037888
  nChanged 219
		SP:Iteration 5Q (69279.040000 sec): 3 clusters
  Score: Raw -468631.736879 + Penalty 2766.589338 = -465865.147541
  nChanged 201
		SP:Iteration 6Q (69279.130000 sec): 3 clusters
  Score: Raw -468764.163467 + Penalty 2766.589338 = -465997.574129
  nChanged 200
		SP:Iteration 7Q (69279.230000 sec): 3 clusters
  Score: Raw -468901.284943 + Penalty 2766.589338 = -466134.695605
  nChanged 199
		SP:Iteration 8Q (69279.320000 sec): 3 clusters
  Score: Raw -469017.737024 + Penalty 2766.589338 = -466251.147686
  nChanged 162
		SP:Iteration 9Q (69279.420000 sec): 3 clusters
  Score: Raw -469119.329291 + Penalty 2766.589338 = -466352.739953
  nChanged 157
		SP:Iteration 10Q (69279.520000 sec): 3 clusters
  Score: Raw -469196.678888 + Penalty 2766.589338 = -466430.089550
  nChanged 132
		SP:Iteration 11Q (69279.610000 sec): 3 clusters
  Score: Raw -469270.809313 + Penalty 2766.589338 = -466504.219975
  nChanged 122
		SP:Iteration 12Q (69279.710000 sec): 3 clusters
  Score: Raw -469335.326826 + Penalty 2766.589338 = -466568.737488
  nChanged 102
		SP:Iteration 13Q (69279.800000 sec): 3 clusters
  Score: Raw -469377.974906 + Penalty 2766.589338 = -466611.385568
  nChanged 88
		SP:Iteration 14Q (69279.900000 sec): 3 clusters
  Score: Raw -469412.521883 + Penalty 2766.589338 = -466645.932545
  nChanged 70
		SP:Iteration 15Q (69280.000000 sec): 3 clusters
  Score: Raw -469439.968101 + Penalty 2766.589338 = -466673.378763
  nChanged 67
		SP:Iteration 16Q (69280.090000 sec): 3 clusters
  Score: Raw -469462.592858 + Penalty 2766.589338 = -466696.003520
  nChanged 59
		SP:Iteration 17Q (69280.190000 sec): 3 clusters
  Score: Raw -469482.730526 + Penalty 2766.589338 = -466716.141188
  nChanged 50
		SP:Iteration 18Q (69280.280000 sec): 3 clusters
  Score: Raw -469499.294280 + Penalty 2766.589338 = -466732.704942
  nChanged 55
		SP:Iteration 19Q (69280.380000 sec): 3 clusters
  Score: Raw -469518.417871 + Penalty 2766.589338 = -466751.828533
  nChanged 43
		SP:Iteration 20F (69280.470000 sec): 3 clusters
  Score: Raw -469531.701227 + Penalty 2766.589338 = -466765.111889
  nChanged 41
		SP:Iteration 21Q (69280.560000 sec): 3 clusters
  Score: Raw -469547.485983 + Penalty 2766.589338 = -466780.896645
  nChanged 52
		SP:Iteration 22Q (69280.660000 sec): 3 clusters
  Score: Raw -469565.357669 + Penalty 2766.589338 = -466798.768331
  nChanged 45
		SP:Iteration 23Q (69280.760000 sec): 3 clusters
  Score: Raw -469579.756000 + Penalty 2766.589338 = -466813.166662
  nChanged 44
		SP:Iteration 24Q (69280.850000 sec): 3 clusters
  Score: Raw -469594.750454 + Penalty 2766.589338 = -466828.161116
  nChanged 40
		SP:Iteration 25Q (69280.940000 sec): 3 clusters
  Score: Raw -469609.829549 + Penalty 2766.589338 = -466843.240211
  nChanged 35
		SP:Iteration 26Q (69281.040000 sec): 3 clusters
  Score: Raw -469621.566935 + Penalty 2766.589338 = -466854.977596
  nChanged 35
		SP:Iteration 27Q (69281.140000 sec): 3 clusters
  Score: Raw -469633.530240 + Penalty 2766.589338 = -466866.940902
  nChanged 38
		SP:Iteration 28Q (69281.230000 sec): 3 clusters
  Score: Raw -469642.440167 + Penalty 2766.589338 = -466875.850828
  nChanged 24
		SP:Iteration 29Q (69281.320000 sec): 3 clusters
  Score: Raw -469647.948252 + Penalty 2766.589338 = -466881.358914
  nChanged 17
		SP:Iteration 30Q (69281.420000 sec): 3 clusters
  Score: Raw -469651.365819 + Penalty 2766.589338 = -466884.776480
  nChanged 15
		SP:Iteration 31Q (69281.520000 sec): 3 clusters
  Score: Raw -469655.377482 + Penalty 2766.589338 = -466888.788144
  nChanged 14
		SP:Iteration 32Q (69281.610000 sec): 3 clusters
  Score: Raw -469658.930719 + Penalty 2766.589338 = -466892.341381
  nChanged 13
		SP:Iteration 33Q (69281.700000 sec): 3 clusters
  Score: Raw -469661.191902 + Penalty 2766.589338 = -466894.602564
  nChanged 14
		SP:Iteration 34Q (69281.800000 sec): 3 clusters
  Score: Raw -469665.130311 + Penalty 2766.589338 = -466898.540972
  nChanged 13
		SP:Iteration 35Q (69281.890000 sec): 3 clusters
  Score: Raw -469668.206064 + Penalty 2766.589338 = -466901.616726
  nChanged 11
		SP:Iteration 36Q (69281.990000 sec): 3 clusters
  Score: Raw -469671.279222 + Penalty 2766.589338 = -466904.689884
  nChanged 11
		SP:Iteration 37Q (69282.080000 sec): 3 clusters
  Score: Raw -469672.731577 + Penalty 2766.589338 = -466906.142239
  nChanged 7
		SP:Iteration 38Q (69282.180000 sec): 3 clusters
  Score: Raw -469673.925241 + Penalty 2766.589338 = -466907.335903
  nChanged 4
		SP:Iteration 39Q (69282.270000 sec): 3 clusters
  Score: Raw -469674.334641 + Penalty 2766.589338 = -466907.745303
  nChanged 2
		SP:Iteration 40F (69282.360000 sec): 3 clusters
  Score: Raw -469674.830760 + Penalty 2766.589338 = -466908.241422
  nChanged 2
		SP:Iteration 41Q (69282.460000 sec): 3 clusters
  Score: Raw -469675.007545 + Penalty 2766.589338 = -466908.418206
  nChanged 0
		SP:Iteration 42F (69282.550000 sec): 3 clusters
  Score: Raw -469675.007545 + Penalty 2766.589338 = -466908.418206
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69282.640000 sec): 2 clusters
  Score: Raw -533329.292226 + Penalty 1384.530664 = -531944.761562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69282.750000 sec): 3 clusters
  Score: Raw -530728.044858 + Penalty 2769.061328 = -527958.983530
  nChanged 2015
		SP:Iteration 1F (69282.850000 sec): 3 clusters
  Score: Raw -531817.670069 + Penalty 2769.061328 = -529048.608742
  nChanged 365
		SP:Iteration 2F (69282.950000 sec): 3 clusters
  Score: Raw -532017.898099 + Penalty 2769.061328 = -529248.836771
  nChanged 268
		SP:Iteration 3F (69283.040000 sec): 3 clusters
  Score: Raw -532136.419238 + Penalty 2769.061328 = -529367.357910
  nChanged 186
		SP:Iteration 4Q (69283.140000 sec): 3 clusters
  Score: Raw -532216.530760 + Penalty 2769.061328 = -529447.469433
  nChanged 149
		SP:Iteration 5Q (69283.240000 sec): 3 clusters
  Score: Raw -532279.246817 + Penalty 2769.061328 = -529510.185490
  nChanged 139
		SP:Iteration 6Q (69283.340000 sec): 3 clusters
  Score: Raw -532337.746071 + Penalty 2769.061328 = -529568.684743
  nChanged 121
		SP:Iteration 7Q (69283.440000 sec): 3 clusters
  Score: Raw -532394.618146 + Penalty 2769.061328 = -529625.556818
  nChanged 139
		SP:Iteration 8Q (69283.540000 sec): 3 clusters
  Score: Raw -532469.132226 + Penalty 2769.061328 = -529700.070898
  nChanged 148
		SP:Iteration 9Q (69283.640000 sec): 3 clusters
  Score: Raw -532553.952172 + Penalty 2769.061328 = -529784.890844
  nChanged 146
		SP:Iteration 10Q (69283.740000 sec): 3 clusters
  Score: Raw -532633.564083 + Penalty 2769.061328 = -529864.502755
  nChanged 147
		SP:Iteration 11Q (69283.840000 sec): 3 clusters
  Score: Raw -532710.086833 + Penalty 2769.061328 = -529941.025505
  nChanged 120
		SP:Iteration 12Q (69283.940000 sec): 3 clusters
  Score: Raw -532781.757027 + Penalty 2769.061328 = -530012.695699
  nChanged 125
		SP:Iteration 13Q (69284.030000 sec): 3 clusters
  Score: Raw -532852.630897 + Penalty 2769.061328 = -530083.569569
  nChanged 119
		SP:Iteration 14Q (69284.130000 sec): 3 clusters
  Score: Raw -532920.568582 + Penalty 2769.061328 = -530151.507255
  nChanged 104
		SP:Iteration 15Q (69284.230000 sec): 3 clusters
  Score: Raw -532987.663841 + Penalty 2769.061328 = -530218.602513
  nChanged 99
		SP:Iteration 16Q (69284.330000 sec): 3 clusters
  Score: Raw -533055.203954 + Penalty 2769.061328 = -530286.142627
  nChanged 103
		SP:Iteration 17Q (69284.420000 sec): 3 clusters
  Score: Raw -533121.544099 + Penalty 2769.061328 = -530352.482772
  nChanged 81
		SP:Iteration 18Q (69284.520000 sec): 3 clusters
  Score: Raw -533185.662579 + Penalty 2769.061328 = -530416.601252
  nChanged 78
		SP:Iteration 19Q (69284.620000 sec): 3 clusters
  Score: Raw -533243.930473 + Penalty 2769.061328 = -530474.869146
  nChanged 46
		SP:Iteration 20F (69284.720000 sec): 3 clusters
  Score: Raw -533272.872179 + Penalty 2769.061328 = -530503.810852
  nChanged 45
		SP:Iteration 21Q (69284.810000 sec): 3 clusters
  Score: Raw -533308.535621 + Penalty 2769.061328 = -530539.474293
  nChanged 36
		SP:Iteration 22Q (69284.900000 sec): 3 clusters
  Score: Raw -533334.841359 + Penalty 2769.061328 = -530565.780031
  nChanged 31
		SP:Iteration 23Q (69285.000000 sec): 3 clusters
  Score: Raw -533359.414241 + Penalty 2769.061328 = -530590.352914
  nChanged 25
		SP:Iteration 24Q (69285.100000 sec): 3 clusters
  Score: Raw -533377.021485 + Penalty 2769.061328 = -530607.960158
  nChanged 20
		SP:Iteration 25Q (69285.190000 sec): 3 clusters
  Score: Raw -533397.963109 + Penalty 2769.061328 = -530628.901782
  nChanged 15
		SP:Iteration 26Q (69285.280000 sec): 3 clusters
  Score: Raw -533408.424053 + Penalty 2769.061328 = -530639.362725
  nChanged 11
		SP:Iteration 27Q (69285.380000 sec): 3 clusters
  Score: Raw -533415.598994 + Penalty 2769.061328 = -530646.537666
  nChanged 7
		SP:Iteration 28Q (69285.470000 sec): 3 clusters
  Score: Raw -533420.179212 + Penalty 2769.061328 = -530651.117885
  nChanged 6
		SP:Iteration 29Q (69285.560000 sec): 3 clusters
  Score: Raw -533426.532063 + Penalty 2769.061328 = -530657.470735
  nChanged 7
		SP:Iteration 30Q (69285.660000 sec): 3 clusters
  Score: Raw -533432.972724 + Penalty 2769.061328 = -530663.911396
  nChanged 8
		SP:Iteration 31Q (69285.750000 sec): 3 clusters
  Score: Raw -533439.892823 + Penalty 2769.061328 = -530670.831495
  nChanged 4
		SP:Iteration 32Q (69285.840000 sec): 3 clusters
  Score: Raw -533443.494079 + Penalty 2769.061328 = -530674.432751
  nChanged 6
		SP:Iteration 33Q (69285.940000 sec): 3 clusters
  Score: Raw -533449.160698 + Penalty 2769.061328 = -530680.099371
  nChanged 6
		SP:Iteration 34Q (69286.030000 sec): 3 clusters
  Score: Raw -533454.278144 + Penalty 2769.061328 = -530685.216816
  nChanged 8
		SP:Iteration 35Q (69286.120000 sec): 3 clusters
  Score: Raw -533461.775973 + Penalty 2769.061328 = -530692.714646
  nChanged 6
		SP:Iteration 36Q (69286.220000 sec): 3 clusters
  Score: Raw -533467.843398 + Penalty 2769.061328 = -530698.782070
  nChanged 12
		SP:Iteration 37Q (69286.310000 sec): 3 clusters
  Score: Raw -533478.248844 + Penalty 2769.061328 = -530709.187516
  nChanged 9
		SP:Iteration 38Q (69286.400000 sec): 3 clusters
  Score: Raw -533485.782522 + Penalty 2769.061328 = -530716.721194
  nChanged 8
		SP:Iteration 39Q (69286.490000 sec): 3 clusters
  Score: Raw -533492.007542 + Penalty 2769.061328 = -530722.946215
  nChanged 8
		SP:Iteration 40F (69286.590000 sec): 3 clusters
  Score: Raw -533499.688991 + Penalty 2769.061328 = -530730.627663
  nChanged 4
		SP:Iteration 41Q (69286.680000 sec): 3 clusters
  Score: Raw -533502.658109 + Penalty 2769.061328 = -530733.596781
  nChanged 1
		SP:Iteration 42Q (69286.780000 sec): 3 clusters
  Score: Raw -533503.682762 + Penalty 2769.061328 = -530734.621434
  nChanged 0
		SP:Iteration 43F (69286.870000 sec): 3 clusters
  Score: Raw -533503.682762 + Penalty 2769.061328 = -530734.621434
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (4031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69286.950000 sec): 2 clusters
  Score: Raw -381979.936702 + Penalty 1349.037587 = -380630.899115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69287.030000 sec): 3 clusters
  Score: Raw -379956.157129 + Penalty 2698.075173 = -377258.081956
  nChanged 1593
		SP:Iteration 1F (69287.100000 sec): 3 clusters
  Score: Raw -380888.283231 + Penalty 2698.075173 = -378190.208058
  nChanged 326
		SP:Iteration 2F (69287.180000 sec): 3 clusters
  Score: Raw -381100.288214 + Penalty 2698.075173 = -378402.213041
  nChanged 221
		SP:Iteration 3F (69287.250000 sec): 3 clusters
  Score: Raw -381235.176487 + Penalty 2698.075173 = -378537.101314
  nChanged 186
		SP:Iteration 4Q (69287.330000 sec): 3 clusters
  Score: Raw -381340.814480 + Penalty 2698.075173 = -378642.739307
  nChanged 157
		SP:Iteration 5Q (69287.410000 sec): 3 clusters
  Score: Raw -381419.345495 + Penalty 2698.075173 = -378721.270322
  nChanged 124
		SP:Iteration 6Q (69287.480000 sec): 3 clusters
  Score: Raw -381488.168650 + Penalty 2698.075173 = -378790.093477
  nChanged 111
		SP:Iteration 7Q (69287.560000 sec): 3 clusters
  Score: Raw -381553.792194 + Penalty 2698.075173 = -378855.717021
  nChanged 105
		SP:Iteration 8Q (69287.640000 sec): 3 clusters
  Score: Raw -381615.492144 + Penalty 2698.075173 = -378917.416971
  nChanged 117
		SP:Iteration 9Q (69287.720000 sec): 3 clusters
  Score: Raw -381699.035630 + Penalty 2698.075173 = -379000.960457
  nChanged 124
		SP:Iteration 10Q (69287.790000 sec): 3 clusters
  Score: Raw -381768.930050 + Penalty 2698.075173 = -379070.854877
  nChanged 109
		SP:Iteration 11Q (69287.870000 sec): 3 clusters
  Score: Raw -381831.532119 + Penalty 2698.075173 = -379133.456946
  nChanged 102
		SP:Iteration 12Q (69287.950000 sec): 3 clusters
  Score: Raw -381885.495369 + Penalty 2698.075173 = -379187.420196
  nChanged 79
		SP:Iteration 13Q (69288.020000 sec): 3 clusters
  Score: Raw -381925.706667 + Penalty 2698.075173 = -379227.631494
  nChanged 77
		SP:Iteration 14Q (69288.100000 sec): 3 clusters
  Score: Raw -381971.368491 + Penalty 2698.075173 = -379273.293318
  nChanged 77
		SP:Iteration 15Q (69288.180000 sec): 3 clusters
  Score: Raw -382009.145489 + Penalty 2698.075173 = -379311.070316
  nChanged 63
		SP:Iteration 16Q (69288.250000 sec): 3 clusters
  Score: Raw -382039.756392 + Penalty 2698.075173 = -379341.681219
  nChanged 60
		SP:Iteration 17Q (69288.330000 sec): 3 clusters
  Score: Raw -382071.756964 + Penalty 2698.075173 = -379373.681791
  nChanged 66
		SP:Iteration 18Q (69288.400000 sec): 3 clusters
  Score: Raw -382106.315455 + Penalty 2698.075173 = -379408.240282
  nChanged 60
		SP:Iteration 19Q (69288.480000 sec): 3 clusters
  Score: Raw -382133.447004 + Penalty 2698.075173 = -379435.371831
  nChanged 49
		SP:Iteration 20F (69288.550000 sec): 3 clusters
  Score: Raw -382154.610646 + Penalty 2698.075173 = -379456.535473
  nChanged 37
		SP:Iteration 21Q (69288.630000 sec): 3 clusters
  Score: Raw -382164.365225 + Penalty 2698.075173 = -379466.290051
  nChanged 22
		SP:Iteration 22Q (69288.700000 sec): 3 clusters
  Score: Raw -382171.415609 + Penalty 2698.075173 = -379473.340436
  nChanged 22
		SP:Iteration 23Q (69288.780000 sec): 3 clusters
  Score: Raw -382178.838319 + Penalty 2698.075173 = -379480.763146
  nChanged 21
		SP:Iteration 24Q (69288.860000 sec): 3 clusters
  Score: Raw -382188.070014 + Penalty 2698.075173 = -379489.994841
  nChanged 26
		SP:Iteration 25Q (69288.930000 sec): 3 clusters
  Score: Raw -382198.355135 + Penalty 2698.075173 = -379500.279962
  nChanged 23
		SP:Iteration 26Q (69289.010000 sec): 3 clusters
  Score: Raw -382207.442040 + Penalty 2698.075173 = -379509.366867
  nChanged 21
		SP:Iteration 27Q (69289.080000 sec): 3 clusters
  Score: Raw -382215.558255 + Penalty 2698.075173 = -379517.483082
  nChanged 22
		SP:Iteration 28Q (69289.160000 sec): 3 clusters
  Score: Raw -382221.517096 + Penalty 2698.075173 = -379523.441923
  nChanged 11
		SP:Iteration 29Q (69289.230000 sec): 3 clusters
  Score: Raw -382225.201794 + Penalty 2698.075173 = -379527.126621
  nChanged 11
		SP:Iteration 30Q (69289.310000 sec): 3 clusters
  Score: Raw -382228.640451 + Penalty 2698.075173 = -379530.565278
  nChanged 7
		SP:Iteration 31Q (69289.380000 sec): 3 clusters
  Score: Raw -382230.825562 + Penalty 2698.075173 = -379532.750389
  nChanged 11
		SP:Iteration 32Q (69289.460000 sec): 3 clusters
  Score: Raw -382233.251901 + Penalty 2698.075173 = -379535.176728
  nChanged 6
		SP:Iteration 33Q (69289.540000 sec): 3 clusters
  Score: Raw -382234.617871 + Penalty 2698.075173 = -379536.542698
  nChanged 3
		SP:Iteration 34Q (69289.610000 sec): 3 clusters
  Score: Raw -382235.398901 + Penalty 2698.075173 = -379537.323728
  nChanged 2
		SP:Iteration 35Q (69289.680000 sec): 3 clusters
  Score: Raw -382235.607507 + Penalty 2698.075173 = -379537.532334
  nChanged 2
		SP:Iteration 36Q (69289.760000 sec): 3 clusters
  Score: Raw -382236.043589 + Penalty 2698.075173 = -379537.968416
  nChanged 3
		SP:Iteration 37Q (69289.840000 sec): 3 clusters
  Score: Raw -382237.349598 + Penalty 2698.075173 = -379539.274425
  nChanged 4
		SP:Iteration 38Q (69289.910000 sec): 3 clusters
  Score: Raw -382239.005011 + Penalty 2698.075173 = -379540.929838
  nChanged 4
		SP:Iteration 39Q (69289.990000 sec): 3 clusters
  Score: Raw -382239.770702 + Penalty 2698.075173 = -379541.695529
  nChanged 3
		SP:Iteration 40F (69290.060000 sec): 3 clusters
  Score: Raw -382240.292204 + Penalty 2698.075173 = -379542.217031
  nChanged 3
		SP:Iteration 41Q (69290.140000 sec): 3 clusters
  Score: Raw -382241.553109 + Penalty 2698.075173 = -379543.477936
  nChanged 8
		SP:Iteration 42Q (69290.210000 sec): 3 clusters
  Score: Raw -382243.781882 + Penalty 2698.075173 = -379545.706709
  nChanged 9
		SP:Iteration 43Q (69290.290000 sec): 3 clusters
  Score: Raw -382246.655910 + Penalty 2698.075173 = -379548.580737
  nChanged 5
		SP:Iteration 44Q (69290.360000 sec): 3 clusters
  Score: Raw -382247.682686 + Penalty 2698.075173 = -379549.607513
  nChanged 10
		SP:Iteration 45Q (69290.440000 sec): 3 clusters
  Score: Raw -382251.329737 + Penalty 2698.075173 = -379553.254564
  nChanged 9
		SP:Iteration 46Q (69290.510000 sec): 3 clusters
  Score: Raw -382254.399536 + Penalty 2698.075173 = -379556.324363
  nChanged 10
		SP:Iteration 47Q (69290.590000 sec): 3 clusters
  Score: Raw -382256.901027 + Penalty 2698.075173 = -379558.825854
  nChanged 4
		SP:Iteration 48Q (69290.660000 sec): 3 clusters
  Score: Raw -382257.369706 + Penalty 2698.075173 = -379559.294533
  nChanged 1
		SP:Iteration 49Q (69290.740000 sec): 3 clusters
  Score: Raw -382257.565546 + Penalty 2698.075173 = -379559.490373
  nChanged 0
		SP:Iteration 50F (69290.820000 sec): 3 clusters
  Score: Raw -382257.565546 + Penalty 2698.075173 = -379559.490373
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69290.880000 sec): 2 clusters
  Score: Raw -220926.603912 + Penalty 1258.069784 = -219668.534128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69290.930000 sec): 3 clusters
  Score: Raw -219910.393477 + Penalty 2516.139567 = -217394.253909
  nChanged 819
		SP:Iteration 1F (69290.980000 sec): 3 clusters
  Score: Raw -220395.390828 + Penalty 2516.139567 = -217879.251261
  nChanged 207
		SP:Iteration 2F (69291.020000 sec): 3 clusters
  Score: Raw -220548.550857 + Penalty 2516.139567 = -218032.411290
  nChanged 144
		SP:Iteration 3F (69291.060000 sec): 3 clusters
  Score: Raw -220684.601492 + Penalty 2516.139567 = -218168.461924
  nChanged 127
		SP:Iteration 4F (69291.110000 sec): 3 clusters
  Score: Raw -220817.258503 + Penalty 2516.139567 = -218301.118935
  nChanged 111
		SP:Iteration 5Q (69291.150000 sec): 3 clusters
  Score: Raw -220942.831412 + Penalty 2516.139567 = -218426.691845
  nChanged 105
		SP:Iteration 6Q (69291.200000 sec): 3 clusters
  Score: Raw -221056.470790 + Penalty 2516.139567 = -218540.331222
  nChanged 87
		SP:Iteration 7Q (69291.240000 sec): 3 clusters
  Score: Raw -221155.966426 + Penalty 2516.139567 = -218639.826858
  nChanged 83
		SP:Iteration 8Q (69291.280000 sec): 3 clusters
  Score: Raw -221229.538248 + Penalty 2516.139567 = -218713.398680
  nChanged 62
		SP:Iteration 9Q (69291.330000 sec): 3 clusters
  Score: Raw -221276.060539 + Penalty 2516.139567 = -218759.920972
  nChanged 53
		SP:Iteration 10Q (69291.370000 sec): 3 clusters
  Score: Raw -221317.352680 + Penalty 2516.139567 = -218801.213113
  nChanged 47
		SP:Iteration 11Q (69291.420000 sec): 3 clusters
  Score: Raw -221345.667748 + Penalty 2516.139567 = -218829.528181
  nChanged 36
		SP:Iteration 12Q (69291.460000 sec): 3 clusters
  Score: Raw -221368.843421 + Penalty 2516.139567 = -218852.703854
  nChanged 26
		SP:Iteration 13Q (69291.500000 sec): 3 clusters
  Score: Raw -221386.697971 + Penalty 2516.139567 = -218870.558404
  nChanged 22
		SP:Iteration 14Q (69291.550000 sec): 3 clusters
  Score: Raw -221398.998057 + Penalty 2516.139567 = -218882.858489
  nChanged 18
		SP:Iteration 15Q (69291.590000 sec): 3 clusters
  Score: Raw -221406.672493 + Penalty 2516.139567 = -218890.532925
  nChanged 10
		SP:Iteration 16Q (69291.640000 sec): 3 clusters
  Score: Raw -221411.457085 + Penalty 2516.139567 = -218895.317517
  nChanged 8
		SP:Iteration 17Q (69291.680000 sec): 3 clusters
  Score: Raw -221416.056066 + Penalty 2516.139567 = -218899.916498
  nChanged 7
		SP:Iteration 18Q (69291.720000 sec): 3 clusters
  Score: Raw -221419.566805 + Penalty 2516.139567 = -218903.427238
  nChanged 6
		SP:Iteration 19Q (69291.770000 sec): 3 clusters
  Score: Raw -221422.580480 + Penalty 2516.139567 = -218906.440913
  nChanged 4
		SP:Iteration 20F (69291.830000 sec): 3 clusters
  Score: Raw -221426.245324 + Penalty 2516.139567 = -218910.105757
  nChanged 5
		SP:Iteration 21Q (69291.910000 sec): 3 clusters
  Score: Raw -221428.472217 + Penalty 2516.139567 = -218912.332649
  nChanged 1
		SP:Iteration 22Q (69291.950000 sec): 3 clusters
  Score: Raw -221429.643490 + Penalty 2516.139567 = -218913.503922
  nChanged 3
		SP:Iteration 23Q (69292.000000 sec): 3 clusters
  Score: Raw -221430.543930 + Penalty 2516.139567 = -218914.404362
  nChanged 2
		SP:Iteration 24Q (69292.040000 sec): 3 clusters
  Score: Raw -221432.649824 + Penalty 2516.139567 = -218916.510256
  nChanged 4
		SP:Iteration 25Q (69292.080000 sec): 3 clusters
  Score: Raw -221435.114784 + Penalty 2516.139567 = -218918.975216
  nChanged 5
		SP:Iteration 26Q (69292.130000 sec): 3 clusters
  Score: Raw -221437.100125 + Penalty 2516.139567 = -218920.960558
  nChanged 2
		SP:Iteration 27Q (69292.170000 sec): 3 clusters
  Score: Raw -221437.461342 + Penalty 2516.139567 = -218921.321774
  nChanged 1
		SP:Iteration 28Q (69292.220000 sec): 3 clusters
  Score: Raw -221437.757660 + Penalty 2516.139567 = -218921.618093
  nChanged 1
		SP:Iteration 29Q (69292.260000 sec): 3 clusters
  Score: Raw -221438.129435 + Penalty 2516.139567 = -218921.989868
  nChanged 2
		SP:Iteration 30Q (69292.300000 sec): 3 clusters
  Score: Raw -221438.943220 + Penalty 2516.139567 = -218922.803653
  nChanged 4
		SP:Iteration 31Q (69292.340000 sec): 3 clusters
  Score: Raw -221439.889031 + Penalty 2516.139567 = -218923.749463
  nChanged 2
		SP:Iteration 32Q (69292.390000 sec): 3 clusters
  Score: Raw -221441.559594 + Penalty 2516.139567 = -218925.420027
  nChanged 2
		SP:Iteration 33Q (69292.430000 sec): 3 clusters
  Score: Raw -221442.747145 + Penalty 2516.139567 = -218926.607577
  nChanged 1
		SP:Iteration 34Q (69292.480000 sec): 3 clusters
  Score: Raw -221443.319738 + Penalty 2516.139567 = -218927.180170
  nChanged 2
		SP:Iteration 35Q (69292.520000 sec): 3 clusters
  Score: Raw -221444.473136 + Penalty 2516.139567 = -218928.333569
  nChanged 0
		SP:Iteration 36F (69292.560000 sec): 3 clusters
  Score: Raw -221444.473136 + Penalty 2516.139567 = -218928.333569
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69292.660000 sec): 2 clusters
  Score: Raw -707391.684418 + Penalty 1447.487005 = -705944.197413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69292.810000 sec): 3 clusters
  Score: Raw -703337.969962 + Penalty 2894.974011 = -700442.995951
  nChanged 3127
		SP:Iteration 1F (69292.920000 sec): 3 clusters
  Score: Raw -705172.950561 + Penalty 2894.974011 = -702277.976550
  nChanged 552
		SP:Iteration 2F (69293.040000 sec): 3 clusters
  Score: Raw -705484.718162 + Penalty 2894.974011 = -702589.744151
  nChanged 434
		SP:Iteration 3F (69293.160000 sec): 3 clusters
  Score: Raw -705705.780773 + Penalty 2894.974011 = -702810.806763
  nChanged 354
		SP:Iteration 4Q (69293.280000 sec): 3 clusters
  Score: Raw -705894.300643 + Penalty 2894.974011 = -702999.326633
  nChanged 318
		SP:Iteration 5Q (69293.400000 sec): 3 clusters
  Score: Raw -706073.114596 + Penalty 2894.974011 = -703178.140585
  nChanged 312
		SP:Iteration 6Q (69293.520000 sec): 3 clusters
  Score: Raw -706246.730604 + Penalty 2894.974011 = -703351.756593
  nChanged 291
		SP:Iteration 7Q (69293.640000 sec): 3 clusters
  Score: Raw -706418.221516 + Penalty 2894.974011 = -703523.247505
  nChanged 243
		SP:Iteration 8Q (69293.760000 sec): 3 clusters
  Score: Raw -706567.624115 + Penalty 2894.974011 = -703672.650104
  nChanged 236
		SP:Iteration 9Q (69293.880000 sec): 3 clusters
  Score: Raw -706727.869219 + Penalty 2894.974011 = -703832.895208
  nChanged 230
		SP:Iteration 10Q (69294.000000 sec): 3 clusters
  Score: Raw -706872.618156 + Penalty 2894.974011 = -703977.644145
  nChanged 196
		SP:Iteration 11Q (69294.120000 sec): 3 clusters
  Score: Raw -706980.345290 + Penalty 2894.974011 = -704085.371279
  nChanged 166
		SP:Iteration 12Q (69294.230000 sec): 3 clusters
  Score: Raw -707088.855821 + Penalty 2894.974011 = -704193.881810
  nChanged 166
		SP:Iteration 13Q (69294.350000 sec): 3 clusters
  Score: Raw -707177.597576 + Penalty 2894.974011 = -704282.623565
  nChanged 143
		SP:Iteration 14Q (69294.470000 sec): 3 clusters
  Score: Raw -707240.997683 + Penalty 2894.974011 = -704346.023672
  nChanged 124
		SP:Iteration 15Q (69294.580000 sec): 3 clusters
  Score: Raw -707297.251721 + Penalty 2894.974011 = -704402.277710
  nChanged 110
		SP:Iteration 16Q (69294.700000 sec): 3 clusters
  Score: Raw -707351.843156 + Penalty 2894.974011 = -704456.869145
  nChanged 93
		SP:Iteration 17Q (69294.820000 sec): 3 clusters
  Score: Raw -707405.482318 + Penalty 2894.974011 = -704510.508307
  nChanged 83
		SP:Iteration 18Q (69294.940000 sec): 3 clusters
  Score: Raw -707458.942124 + Penalty 2894.974011 = -704563.968113
  nChanged 73
		SP:Iteration 19Q (69295.050000 sec): 3 clusters
  Score: Raw -707504.033513 + Penalty 2894.974011 = -704609.059502
  nChanged 58
		SP:Iteration 20F (69295.170000 sec): 3 clusters
  Score: Raw -707534.708073 + Penalty 2894.974011 = -704639.734062
  nChanged 63
		SP:Iteration 21Q (69295.290000 sec): 3 clusters
  Score: Raw -707562.504535 + Penalty 2894.974011 = -704667.530524
  nChanged 58
		SP:Iteration 22Q (69295.410000 sec): 3 clusters
  Score: Raw -707582.175861 + Penalty 2894.974011 = -704687.201850
  nChanged 45
		SP:Iteration 23Q (69295.520000 sec): 3 clusters
  Score: Raw -707599.632849 + Penalty 2894.974011 = -704704.658838
  nChanged 41
		SP:Iteration 24Q (69295.630000 sec): 3 clusters
  Score: Raw -707610.989347 + Penalty 2894.974011 = -704716.015336
  nChanged 32
		SP:Iteration 25Q (69295.750000 sec): 3 clusters
  Score: Raw -707620.767960 + Penalty 2894.974011 = -704725.793949
  nChanged 21
		SP:Iteration 26Q (69295.870000 sec): 3 clusters
  Score: Raw -707628.070393 + Penalty 2894.974011 = -704733.096382
  nChanged 23
		SP:Iteration 27Q (69295.990000 sec): 3 clusters
  Score: Raw -707634.550079 + Penalty 2894.974011 = -704739.576068
  nChanged 25
		SP:Iteration 28Q (69296.120000 sec): 3 clusters
  Score: Raw -707640.130313 + Penalty 2894.974011 = -704745.156302
  nChanged 19
		SP:Iteration 29Q (69296.240000 sec): 3 clusters
  Score: Raw -707645.032826 + Penalty 2894.974011 = -704750.058815
  nChanged 19
		SP:Iteration 30Q (69296.370000 sec): 3 clusters
  Score: Raw -707649.318085 + Penalty 2894.974011 = -704754.344074
  nChanged 13
		SP:Iteration 31Q (69296.490000 sec): 3 clusters
  Score: Raw -707652.239797 + Penalty 2894.974011 = -704757.265787
  nChanged 17
		SP:Iteration 32Q (69296.620000 sec): 3 clusters
  Score: Raw -707656.860628 + Penalty 2894.974011 = -704761.886617
  nChanged 18
		SP:Iteration 33Q (69296.750000 sec): 3 clusters
  Score: Raw -707661.144686 + Penalty 2894.974011 = -704766.170675
  nChanged 11
		SP:Iteration 34Q (69296.870000 sec): 3 clusters
  Score: Raw -707663.848583 + Penalty 2894.974011 = -704768.874572
  nChanged 16
		SP:Iteration 35Q (69297.000000 sec): 3 clusters
  Score: Raw -707666.949250 + Penalty 2894.974011 = -704771.975239
  nChanged 14
		SP:Iteration 36Q (69297.120000 sec): 3 clusters
  Score: Raw -707669.924858 + Penalty 2894.974011 = -704774.950847
  nChanged 11
		SP:Iteration 37Q (69297.250000 sec): 3 clusters
  Score: Raw -707674.280410 + Penalty 2894.974011 = -704779.306399
  nChanged 14
		SP:Iteration 38Q (69297.370000 sec): 3 clusters
  Score: Raw -707677.660345 + Penalty 2894.974011 = -704782.686334
  nChanged 13
		SP:Iteration 39Q (69297.500000 sec): 3 clusters
  Score: Raw -707679.659771 + Penalty 2894.974011 = -704784.685760
  nChanged 9
		SP:Iteration 40F (69297.630000 sec): 3 clusters
  Score: Raw -707682.483596 + Penalty 2894.974011 = -704787.509585
  nChanged 17
		SP:Iteration 41Q (69297.750000 sec): 3 clusters
  Score: Raw -707687.668727 + Penalty 2894.974011 = -704792.694716
  nChanged 12
		SP:Iteration 42Q (69297.880000 sec): 3 clusters
  Score: Raw -707690.327137 + Penalty 2894.974011 = -704795.353126
  nChanged 6
		SP:Iteration 43Q (69298.000000 sec): 3 clusters
  Score: Raw -707691.662504 + Penalty 2894.974011 = -704796.688493
  nChanged 7
		SP:Iteration 44Q (69298.130000 sec): 3 clusters
  Score: Raw -707693.661451 + Penalty 2894.974011 = -704798.687440
  nChanged 10
		SP:Iteration 45Q (69298.250000 sec): 3 clusters
  Score: Raw -707696.159773 + Penalty 2894.974011 = -704801.185762
  nChanged 9
		SP:Iteration 46Q (69298.380000 sec): 3 clusters
  Score: Raw -707698.092816 + Penalty 2894.974011 = -704803.118805
  nChanged 6
		SP:Iteration 47Q (69298.500000 sec): 3 clusters
  Score: Raw -707699.425736 + Penalty 2894.974011 = -704804.451725
  nChanged 5
		SP:Iteration 48Q (69298.630000 sec): 3 clusters
  Score: Raw -707700.535788 + Penalty 2894.974011 = -704805.561777
  nChanged 2
		SP:Iteration 49Q (69298.760000 sec): 3 clusters
  Score: Raw -707701.118274 + Penalty 2894.974011 = -704806.144263
  nChanged 5
		SP:Iteration 50Q (69298.880000 sec): 3 clusters
  Score: Raw -707702.203351 + Penalty 2894.974011 = -704807.229340
  nChanged 6
		SP:Iteration 51Q (69299.010000 sec): 3 clusters
  Score: Raw -707704.003702 + Penalty 2894.974011 = -704809.029691
  nChanged 7
		SP:Iteration 52Q (69299.140000 sec): 3 clusters
  Score: Raw -707705.327977 + Penalty 2894.974011 = -704810.353966
  nChanged 5
		SP:Iteration 53Q (69299.270000 sec): 3 clusters
  Score: Raw -707706.389164 + Penalty 2894.974011 = -704811.415153
  nChanged 5
		SP:Iteration 54Q (69299.400000 sec): 3 clusters
  Score: Raw -707707.755714 + Penalty 2894.974011 = -704812.781704
  nChanged 3
		SP:Iteration 55Q (69299.530000 sec): 3 clusters
  Score: Raw -707708.320927 + Penalty 2894.974011 = -704813.346916
  nChanged 4
		SP:Iteration 56Q (69299.650000 sec): 3 clusters
  Score: Raw -707709.641710 + Penalty 2894.974011 = -704814.667699
  nChanged 11
		SP:Iteration 57Q (69299.780000 sec): 3 clusters
  Score: Raw -707713.045139 + Penalty 2894.974011 = -704818.071128
  nChanged 9
		SP:Iteration 58Q (69299.910000 sec): 3 clusters
  Score: Raw -707715.868544 + Penalty 2894.974011 = -704820.894533
  nChanged 13
		SP:Iteration 59Q (69300.040000 sec): 3 clusters
  Score: Raw -707719.371628 + Penalty 2894.974011 = -704824.397617
  nChanged 12
		SP:Iteration 60F (69300.170000 sec): 3 clusters
  Score: Raw -707722.745678 + Penalty 2894.974011 = -704827.771667
  nChanged 10
		SP:Iteration 61Q (69300.300000 sec): 3 clusters
  Score: Raw -707726.985280 + Penalty 2894.974011 = -704832.011269
  nChanged 16
		SP:Iteration 62Q (69300.430000 sec): 3 clusters
  Score: Raw -707731.450558 + Penalty 2894.974011 = -704836.476547
  nChanged 11
		SP:Iteration 63Q (69300.550000 sec): 3 clusters
  Score: Raw -707734.325513 + Penalty 2894.974011 = -704839.351502
  nChanged 7
		SP:Iteration 64Q (69300.680000 sec): 3 clusters
  Score: Raw -707735.259545 + Penalty 2894.974011 = -704840.285534
  nChanged 8
		SP:Iteration 65Q (69300.810000 sec): 3 clusters
  Score: Raw -707737.440799 + Penalty 2894.974011 = -704842.466788
  nChanged 8
		SP:Iteration 66Q (69300.930000 sec): 3 clusters
  Score: Raw -707740.069514 + Penalty 2894.974011 = -704845.095503
  nChanged 10
		SP:Iteration 67Q (69301.060000 sec): 3 clusters
  Score: Raw -707741.702637 + Penalty 2894.974011 = -704846.728626
  nChanged 3
		SP:Iteration 68Q (69301.190000 sec): 3 clusters
  Score: Raw -707742.437077 + Penalty 2894.974011 = -704847.463067
  nChanged 3
		SP:Iteration 69Q (69301.320000 sec): 3 clusters
  Score: Raw -707743.208727 + Penalty 2894.974011 = -704848.234716
  nChanged 2
		SP:Iteration 70Q (69301.450000 sec): 3 clusters
  Score: Raw -707743.529692 + Penalty 2894.974011 = -704848.555681
  nChanged 2
		SP:Iteration 71Q (69301.570000 sec): 3 clusters
  Score: Raw -707744.083677 + Penalty 2894.974011 = -704849.109666
  nChanged 1
		SP:Iteration 72Q (69301.700000 sec): 3 clusters
  Score: Raw -707744.214933 + Penalty 2894.974011 = -704849.240922
  nChanged 0
		SP:Iteration 73F (69301.830000 sec): 3 clusters
  Score: Raw -707744.214933 + Penalty 2894.974011 = -704849.240922
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69302.020000 sec): 2 clusters
  Score: Raw -1699908.682828 + Penalty 1569.607059 = -1698339.075769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69302.260000 sec): 3 clusters
  Score: Raw -1690681.774714 + Penalty 3139.214119 = -1687542.560595
  nChanged 6961
		SP:Iteration 1F (69302.530000 sec): 3 clusters
  Score: Raw -1694378.212123 + Penalty 3139.214119 = -1691238.998004
  nChanged 750
		SP:Iteration 2Q (69302.770000 sec): 3 clusters
  Score: Raw -1694631.796305 + Penalty 3139.214119 = -1691492.582186
  nChanged 678
		SP:Iteration 3Q (69302.970000 sec): 3 clusters
  Score: Raw -1694866.718334 + Penalty 3139.214119 = -1691727.504215
  nChanged 681
		SP:Iteration 4Q (69303.180000 sec): 3 clusters
  Score: Raw -1695128.767455 + Penalty 3139.214119 = -1691989.553337
  nChanged 719
		SP:Iteration 5Q (69303.440000 sec): 3 clusters
  Score: Raw -1695468.143635 + Penalty 3139.214119 = -1692328.929517
  nChanged 840
		SP:Iteration 6F (69303.670000 sec): 3 clusters
  Score: Raw -1695964.066960 + Penalty 3139.214119 = -1692824.852841
  nChanged 1019
		SP:Iteration 7F (69303.860000 sec): 3 clusters
  Score: Raw -1696678.496856 + Penalty 3139.214119 = -1693539.282738
  nChanged 1095
		SP:Iteration 8F (69304.060000 sec): 3 clusters
  Score: Raw -1697588.817301 + Penalty 3139.214119 = -1694449.603182
  nChanged 980
		SP:Iteration 9F (69304.260000 sec): 3 clusters
  Score: Raw -1698461.405882 + Penalty 3139.214119 = -1695322.191764
  nChanged 728
		SP:Iteration 10Q (69304.460000 sec): 3 clusters
  Score: Raw -1699117.962684 + Penalty 3139.214119 = -1695978.748565
  nChanged 475
		SP:Iteration 11Q (69304.670000 sec): 3 clusters
  Score: Raw -1699543.119949 + Penalty 3139.214119 = -1696403.905830
  nChanged 280
		SP:Iteration 12Q (69304.930000 sec): 3 clusters
  Score: Raw -1699773.019099 + Penalty 3139.214119 = -1696633.804981
  nChanged 142
		SP:Iteration 13Q (69305.130000 sec): 3 clusters
  Score: Raw -1699896.215904 + Penalty 3139.214119 = -1696757.001785
  nChanged 95
		SP:Iteration 14Q (69305.320000 sec): 3 clusters
  Score: Raw -1699973.282637 + Penalty 3139.214119 = -1696834.068519
  nChanged 64
		SP:Iteration 15Q (69305.520000 sec): 3 clusters
  Score: Raw -1700032.382467 + Penalty 3139.214119 = -1696893.168349
  nChanged 44
		SP:Iteration 16Q (69305.720000 sec): 3 clusters
  Score: Raw -1700077.052400 + Penalty 3139.214119 = -1696937.838281
  nChanged 33
		SP:Iteration 17Q (69305.910000 sec): 3 clusters
  Score: Raw -1700103.348930 + Penalty 3139.214119 = -1696964.134812
  nChanged 24
		SP:Iteration 18Q (69306.100000 sec): 3 clusters
  Score: Raw -1700123.643695 + Penalty 3139.214119 = -1696984.429576
  nChanged 14
		SP:Iteration 19Q (69306.300000 sec): 3 clusters
  Score: Raw -1700133.141857 + Penalty 3139.214119 = -1696993.927739
  nChanged 7
		SP:Iteration 20F (69306.500000 sec): 3 clusters
  Score: Raw -1700138.987723 + Penalty 3139.214119 = -1696999.773604
  nChanged 4
		SP:Iteration 21Q (69306.700000 sec): 3 clusters
  Score: Raw -1700143.527037 + Penalty 3139.214119 = -1697004.312918
  nChanged 5
		SP:Iteration 22Q (69306.890000 sec): 3 clusters
  Score: Raw -1700146.798981 + Penalty 3139.214119 = -1697007.584862
  nChanged 3
		SP:Iteration 23Q (69307.080000 sec): 3 clusters
  Score: Raw -1700149.779154 + Penalty 3139.214119 = -1697010.565035
  nChanged 3
		SP:Iteration 24Q (69307.280000 sec): 3 clusters
  Score: Raw -1700151.176026 + Penalty 3139.214119 = -1697011.961907
  nChanged 2
		SP:Iteration 25Q (69307.470000 sec): 3 clusters
  Score: Raw -1700152.457200 + Penalty 3139.214119 = -1697013.243081
  nChanged 0
		SP:Iteration 26F (69307.670000 sec): 3 clusters
  Score: Raw -1700152.457200 + Penalty 3139.214119 = -1697013.243081
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (2617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69307.740000 sec): 2 clusters
  Score: Raw -279772.249246 + Penalty 1278.839884 = -278493.409362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69307.800000 sec): 3 clusters
  Score: Raw -278591.232021 + Penalty 2557.679768 = -276033.552253
  nChanged 973
		SP:Iteration 1F (69307.850000 sec): 3 clusters
  Score: Raw -279201.958778 + Penalty 2557.679768 = -276644.279010
  nChanged 195
		SP:Iteration 2F (69307.900000 sec): 3 clusters
  Score: Raw -279333.043797 + Penalty 2557.679768 = -276775.364029
  nChanged 131
		SP:Iteration 3F (69307.950000 sec): 3 clusters
  Score: Raw -279420.264288 + Penalty 2557.679768 = -276862.584519
  nChanged 91
		SP:Iteration 4Q (69308.000000 sec): 3 clusters
  Score: Raw -279471.444958 + Penalty 2557.679768 = -276913.765189
  nChanged 80
		SP:Iteration 5Q (69308.050000 sec): 3 clusters
  Score: Raw -279516.544328 + Penalty 2557.679768 = -276958.864560
  nChanged 70
		SP:Iteration 6Q (69308.110000 sec): 3 clusters
  Score: Raw -279557.988594 + Penalty 2557.679768 = -277000.308826
  nChanged 77
		SP:Iteration 7Q (69308.150000 sec): 3 clusters
  Score: Raw -279606.449975 + Penalty 2557.679768 = -277048.770207
  nChanged 78
		SP:Iteration 8Q (69308.210000 sec): 3 clusters
  Score: Raw -279652.561578 + Penalty 2557.679768 = -277094.881810
  nChanged 59
		SP:Iteration 9Q (69308.260000 sec): 3 clusters
  Score: Raw -279689.131491 + Penalty 2557.679768 = -277131.451722
  nChanged 59
		SP:Iteration 10Q (69308.310000 sec): 3 clusters
  Score: Raw -279724.662259 + Penalty 2557.679768 = -277166.982491
  nChanged 44
		SP:Iteration 11Q (69308.360000 sec): 3 clusters
  Score: Raw -279746.626548 + Penalty 2557.679768 = -277188.946780
  nChanged 42
		SP:Iteration 12Q (69308.410000 sec): 3 clusters
  Score: Raw -279769.255252 + Penalty 2557.679768 = -277211.575483
  nChanged 32
		SP:Iteration 13Q (69308.460000 sec): 3 clusters
  Score: Raw -279782.867702 + Penalty 2557.679768 = -277225.187934
  nChanged 22
		SP:Iteration 14Q (69308.510000 sec): 3 clusters
  Score: Raw -279794.723863 + Penalty 2557.679768 = -277237.044095
  nChanged 20
		SP:Iteration 15Q (69308.560000 sec): 3 clusters
  Score: Raw -279805.003253 + Penalty 2557.679768 = -277247.323485
  nChanged 23
		SP:Iteration 16Q (69308.610000 sec): 3 clusters
  Score: Raw -279817.468885 + Penalty 2557.679768 = -277259.789117
  nChanged 20
		SP:Iteration 17Q (69308.670000 sec): 3 clusters
  Score: Raw -279828.475464 + Penalty 2557.679768 = -277270.795696
  nChanged 18
		SP:Iteration 18Q (69308.720000 sec): 3 clusters
  Score: Raw -279838.248202 + Penalty 2557.679768 = -277280.568433
  nChanged 21
		SP:Iteration 19Q (69308.770000 sec): 3 clusters
  Score: Raw -279848.860773 + Penalty 2557.679768 = -277291.181004
  nChanged 24
		SP:Iteration 20F (69308.810000 sec): 3 clusters
  Score: Raw -279861.254003 + Penalty 2557.679768 = -277303.574235
  nChanged 19
		SP:Iteration 21Q (69308.870000 sec): 3 clusters
  Score: Raw -279871.145594 + Penalty 2557.679768 = -277313.465826
  nChanged 21
		SP:Iteration 22Q (69308.920000 sec): 3 clusters
  Score: Raw -279880.420484 + Penalty 2557.679768 = -277322.740715
  nChanged 15
		SP:Iteration 23Q (69308.970000 sec): 3 clusters
  Score: Raw -279888.733467 + Penalty 2557.679768 = -277331.053698
  nChanged 13
		SP:Iteration 24Q (69309.020000 sec): 3 clusters
  Score: Raw -279893.370928 + Penalty 2557.679768 = -277335.691160
  nChanged 9
		SP:Iteration 25Q (69309.070000 sec): 3 clusters
  Score: Raw -279896.599468 + Penalty 2557.679768 = -277338.919700
  nChanged 6
		SP:Iteration 26Q (69309.120000 sec): 3 clusters
  Score: Raw -279898.343721 + Penalty 2557.679768 = -277340.663953
  nChanged 5
		SP:Iteration 27Q (69309.170000 sec): 3 clusters
  Score: Raw -279899.792368 + Penalty 2557.679768 = -277342.112600
  nChanged 5
		SP:Iteration 28Q (69309.220000 sec): 3 clusters
  Score: Raw -279901.200412 + Penalty 2557.679768 = -277343.520643
  nChanged 5
		SP:Iteration 29Q (69309.270000 sec): 3 clusters
  Score: Raw -279902.281461 + Penalty 2557.679768 = -277344.601692
  nChanged 5
		SP:Iteration 30Q (69309.320000 sec): 3 clusters
  Score: Raw -279903.718067 + Penalty 2557.679768 = -277346.038299
  nChanged 2
		SP:Iteration 31Q (69309.370000 sec): 3 clusters
  Score: Raw -279904.067420 + Penalty 2557.679768 = -277346.387651
  nChanged 2
		SP:Iteration 32Q (69309.430000 sec): 3 clusters
  Score: Raw -279904.704087 + Penalty 2557.679768 = -277347.024319
  nChanged 2
		SP:Iteration 33Q (69309.480000 sec): 3 clusters
  Score: Raw -279905.379586 + Penalty 2557.679768 = -277347.699817
  nChanged 0
		SP:Iteration 34F (69309.530000 sec): 3 clusters
  Score: Raw -279905.379586 + Penalty 2557.679768 = -277347.699817
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69309.600000 sec): 2 clusters
  Score: Raw -391346.576484 + Penalty 1336.252215 = -390010.324269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69309.670000 sec): 3 clusters
  Score: Raw -389499.611876 + Penalty 2672.504429 = -386827.107447
  nChanged 1451
		SP:Iteration 1F (69309.750000 sec): 3 clusters
  Score: Raw -390320.849163 + Penalty 2672.504429 = -387648.344734
  nChanged 314
		SP:Iteration 2F (69309.830000 sec): 3 clusters
  Score: Raw -390519.006926 + Penalty 2672.504429 = -387846.502497
  nChanged 223
		SP:Iteration 3F (69309.900000 sec): 3 clusters
  Score: Raw -390644.730573 + Penalty 2672.504429 = -387972.226144
  nChanged 156
		SP:Iteration 4Q (69309.970000 sec): 3 clusters
  Score: Raw -390717.933870 + Penalty 2672.504429 = -388045.429441
  nChanged 115
		SP:Iteration 5Q (69310.040000 sec): 3 clusters
  Score: Raw -390773.315570 + Penalty 2672.504429 = -388100.811141
  nChanged 92
		SP:Iteration 6Q (69310.110000 sec): 3 clusters
  Score: Raw -390824.266606 + Penalty 2672.504429 = -388151.762176
  nChanged 98
		SP:Iteration 7Q (69310.190000 sec): 3 clusters
  Score: Raw -390876.518564 + Penalty 2672.504429 = -388204.014135
  nChanged 96
		SP:Iteration 8Q (69310.260000 sec): 3 clusters
  Score: Raw -390923.950567 + Penalty 2672.504429 = -388251.446138
  nChanged 78
		SP:Iteration 9Q (69310.330000 sec): 3 clusters
  Score: Raw -390964.913933 + Penalty 2672.504429 = -388292.409504
  nChanged 88
		SP:Iteration 10Q (69310.400000 sec): 3 clusters
  Score: Raw -391015.898337 + Penalty 2672.504429 = -388343.393908
  nChanged 79
		SP:Iteration 11Q (69310.470000 sec): 3 clusters
  Score: Raw -391057.451585 + Penalty 2672.504429 = -388384.947156
  nChanged 87
		SP:Iteration 12Q (69310.550000 sec): 3 clusters
  Score: Raw -391111.990877 + Penalty 2672.504429 = -388439.486448
  nChanged 91
		SP:Iteration 13Q (69310.620000 sec): 3 clusters
  Score: Raw -391169.941366 + Penalty 2672.504429 = -388497.436937
  nChanged 72
		SP:Iteration 14Q (69310.690000 sec): 3 clusters
  Score: Raw -391212.257355 + Penalty 2672.504429 = -388539.752926
  nChanged 52
		SP:Iteration 15Q (69310.760000 sec): 3 clusters
  Score: Raw -391247.611282 + Penalty 2672.504429 = -388575.106853
  nChanged 52
		SP:Iteration 16Q (69310.830000 sec): 3 clusters
  Score: Raw -391277.136232 + Penalty 2672.504429 = -388604.631803
  nChanged 52
		SP:Iteration 17Q (69310.900000 sec): 3 clusters
  Score: Raw -391308.523381 + Penalty 2672.504429 = -388636.018952
  nChanged 46
		SP:Iteration 18Q (69310.970000 sec): 3 clusters
  Score: Raw -391340.052664 + Penalty 2672.504429 = -388667.548235
  nChanged 45
		SP:Iteration 19Q (69311.040000 sec): 3 clusters
  Score: Raw -391374.352373 + Penalty 2672.504429 = -388701.847944
  nChanged 49
		SP:Iteration 20F (69311.110000 sec): 3 clusters
  Score: Raw -391412.321910 + Penalty 2672.504429 = -388739.817481
  nChanged 55
		SP:Iteration 21Q (69311.180000 sec): 3 clusters
  Score: Raw -391463.814445 + Penalty 2672.504429 = -388791.310016
  nChanged 43
		SP:Iteration 22Q (69311.250000 sec): 3 clusters
  Score: Raw -391494.665307 + Penalty 2672.504429 = -388822.160878
  nChanged 41
		SP:Iteration 23Q (69311.320000 sec): 3 clusters
  Score: Raw -391531.857318 + Penalty 2672.504429 = -388859.352889
  nChanged 41
		SP:Iteration 24Q (69311.390000 sec): 3 clusters
  Score: Raw -391562.928352 + Penalty 2672.504429 = -388890.423923
  nChanged 33
		SP:Iteration 25Q (69311.460000 sec): 3 clusters
  Score: Raw -391587.102645 + Penalty 2672.504429 = -388914.598216
  nChanged 26
		SP:Iteration 26Q (69311.530000 sec): 3 clusters
  Score: Raw -391611.905859 + Penalty 2672.504429 = -388939.401430
  nChanged 31
		SP:Iteration 27Q (69311.600000 sec): 3 clusters
  Score: Raw -391629.079472 + Penalty 2672.504429 = -388956.575043
  nChanged 21
		SP:Iteration 28Q (69311.670000 sec): 3 clusters
  Score: Raw -391641.253741 + Penalty 2672.504429 = -388968.749311
  nChanged 15
		SP:Iteration 29Q (69311.730000 sec): 3 clusters
  Score: Raw -391651.473653 + Penalty 2672.504429 = -388978.969224
  nChanged 21
		SP:Iteration 30Q (69311.800000 sec): 3 clusters
  Score: Raw -391664.340695 + Penalty 2672.504429 = -388991.836266
  nChanged 17
		SP:Iteration 31Q (69311.870000 sec): 3 clusters
  Score: Raw -391676.052798 + Penalty 2672.504429 = -389003.548369
  nChanged 27
		SP:Iteration 32Q (69311.940000 sec): 3 clusters
  Score: Raw -391696.028894 + Penalty 2672.504429 = -389023.524465
  nChanged 23
		SP:Iteration 33Q (69312.010000 sec): 3 clusters
  Score: Raw -391710.583753 + Penalty 2672.504429 = -389038.079324
  nChanged 19
		SP:Iteration 34Q (69312.070000 sec): 3 clusters
  Score: Raw -391722.098200 + Penalty 2672.504429 = -389049.593771
  nChanged 20
		SP:Iteration 35Q (69312.140000 sec): 3 clusters
  Score: Raw -391739.782019 + Penalty 2672.504429 = -389067.277590
  nChanged 21
		SP:Iteration 36Q (69312.210000 sec): 3 clusters
  Score: Raw -391757.218999 + Penalty 2672.504429 = -389084.714570
  nChanged 16
		SP:Iteration 37Q (69312.270000 sec): 3 clusters
  Score: Raw -391772.702827 + Penalty 2672.504429 = -389100.198398
  nChanged 15
		SP:Iteration 38Q (69312.340000 sec): 3 clusters
  Score: Raw -391785.513460 + Penalty 2672.504429 = -389113.009031
  nChanged 20
		SP:Iteration 39Q (69312.410000 sec): 3 clusters
  Score: Raw -391803.611383 + Penalty 2672.504429 = -389131.106954
  nChanged 23
		SP:Iteration 40F (69312.480000 sec): 3 clusters
  Score: Raw -391827.902655 + Penalty 2672.504429 = -389155.398226
  nChanged 24
		SP:Iteration 41Q (69312.550000 sec): 3 clusters
  Score: Raw -391858.053756 + Penalty 2672.504429 = -389185.549327
  nChanged 34
		SP:Iteration 42Q (69312.610000 sec): 3 clusters
  Score: Raw -391888.928864 + Penalty 2672.504429 = -389216.424435
  nChanged 20
		SP:Iteration 43Q (69312.680000 sec): 3 clusters
  Score: Raw -391906.165917 + Penalty 2672.504429 = -389233.661488
  nChanged 20
		SP:Iteration 44Q (69312.750000 sec): 3 clusters
  Score: Raw -391917.879889 + Penalty 2672.504429 = -389245.375460
  nChanged 15
		SP:Iteration 45Q (69312.810000 sec): 3 clusters
  Score: Raw -391925.513104 + Penalty 2672.504429 = -389253.008675
  nChanged 9
		SP:Iteration 46Q (69312.880000 sec): 3 clusters
  Score: Raw -391929.942032 + Penalty 2672.504429 = -389257.437603
  nChanged 5
		SP:Iteration 47Q (69312.950000 sec): 3 clusters
  Score: Raw -391932.638739 + Penalty 2672.504429 = -389260.134310
  nChanged 6
		SP:Iteration 48Q (69313.010000 sec): 3 clusters
  Score: Raw -391935.922701 + Penalty 2672.504429 = -389263.418272
  nChanged 6
		SP:Iteration 49Q (69313.080000 sec): 3 clusters
  Score: Raw -391938.201023 + Penalty 2672.504429 = -389265.696594
  nChanged 3
		SP:Iteration 50Q (69313.150000 sec): 3 clusters
  Score: Raw -391939.413108 + Penalty 2672.504429 = -389266.908679
  nChanged 0
		SP:Iteration 51F (69313.220000 sec): 3 clusters
  Score: Raw -391939.413108 + Penalty 2672.504429 = -389266.908679
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69313.280000 sec): 2 clusters
  Score: Raw -139617.748148 + Penalty 1169.947731 = -138447.800417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69313.310000 sec): 3 clusters
  Score: Raw -139106.275124 + Penalty 2339.895462 = -136766.379661
  nChanged 431
		SP:Iteration 1F (69313.330000 sec): 3 clusters
  Score: Raw -139408.878677 + Penalty 2339.895462 = -137068.983214
  nChanged 84
		SP:Iteration 2F (69313.360000 sec): 3 clusters
  Score: Raw -139470.935149 + Penalty 2339.895462 = -137131.039686
  nChanged 53
		SP:Iteration 3Q (69313.390000 sec): 3 clusters
  Score: Raw -139513.806179 + Penalty 2339.895462 = -137173.910716
  nChanged 32
		SP:Iteration 4Q (69313.410000 sec): 3 clusters
  Score: Raw -139538.972859 + Penalty 2339.895462 = -137199.077397
  nChanged 27
		SP:Iteration 5Q (69313.440000 sec): 3 clusters
  Score: Raw -139560.885196 + Penalty 2339.895462 = -137220.989733
  nChanged 19
		SP:Iteration 6Q (69313.470000 sec): 3 clusters
  Score: Raw -139571.045051 + Penalty 2339.895462 = -137231.149589
  nChanged 9
		SP:Iteration 7Q (69313.490000 sec): 3 clusters
  Score: Raw -139577.001875 + Penalty 2339.895462 = -137237.106413
  nChanged 13
		SP:Iteration 8Q (69313.520000 sec): 3 clusters
  Score: Raw -139586.966244 + Penalty 2339.895462 = -137247.070781
  nChanged 11
		SP:Iteration 9Q (69313.550000 sec): 3 clusters
  Score: Raw -139595.548950 + Penalty 2339.895462 = -137255.653487
  nChanged 9
		SP:Iteration 10Q (69313.570000 sec): 3 clusters
  Score: Raw -139603.938959 + Penalty 2339.895462 = -137264.043496
  nChanged 9
		SP:Iteration 11Q (69313.600000 sec): 3 clusters
  Score: Raw -139610.353266 + Penalty 2339.895462 = -137270.457803
  nChanged 9
		SP:Iteration 12Q (69313.630000 sec): 3 clusters
  Score: Raw -139615.857538 + Penalty 2339.895462 = -137275.962076
  nChanged 6
		SP:Iteration 13Q (69313.650000 sec): 3 clusters
  Score: Raw -139618.412783 + Penalty 2339.895462 = -137278.517321
  nChanged 2
		SP:Iteration 14Q (69313.680000 sec): 3 clusters
  Score: Raw -139619.896980 + Penalty 2339.895462 = -137280.001517
  nChanged 2
		SP:Iteration 15Q (69313.710000 sec): 3 clusters
  Score: Raw -139622.053152 + Penalty 2339.895462 = -137282.157690
  nChanged 3
		SP:Iteration 16Q (69313.730000 sec): 3 clusters
  Score: Raw -139622.962680 + Penalty 2339.895462 = -137283.067218
  nChanged 2
		SP:Iteration 17Q (69313.760000 sec): 3 clusters
  Score: Raw -139623.324034 + Penalty 2339.895462 = -137283.428572
  nChanged 1
		SP:Iteration 18Q (69313.790000 sec): 3 clusters
  Score: Raw -139623.496863 + Penalty 2339.895462 = -137283.601400
  nChanged 0
		SP:Iteration 19F (69313.810000 sec): 3 clusters
  Score: Raw -139623.496863 + Penalty 2339.895462 = -137283.601400
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69313.890000 sec): 2 clusters
  Score: Raw -359344.806145 + Penalty 1336.382999 = -358008.423146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69313.970000 sec): 3 clusters
  Score: Raw -357500.104372 + Penalty 2672.765999 = -354827.338374
  nChanged 1470
		SP:Iteration 1F (69314.040000 sec): 3 clusters
  Score: Raw -358322.033505 + Penalty 2672.765999 = -355649.267506
  nChanged 298
		SP:Iteration 2F (69314.110000 sec): 3 clusters
  Score: Raw -358504.033119 + Penalty 2672.765999 = -355831.267120
  nChanged 199
		SP:Iteration 3F (69314.180000 sec): 3 clusters
  Score: Raw -358613.389656 + Penalty 2672.765999 = -355940.623657
  nChanged 159
		SP:Iteration 4Q (69314.250000 sec): 3 clusters
  Score: Raw -358700.388519 + Penalty 2672.765999 = -356027.622521
  nChanged 134
		SP:Iteration 5Q (69314.330000 sec): 3 clusters
  Score: Raw -358757.714387 + Penalty 2672.765999 = -356084.948388
  nChanged 100
		SP:Iteration 6Q (69314.400000 sec): 3 clusters
  Score: Raw -358807.001010 + Penalty 2672.765999 = -356134.235012
  nChanged 75
		SP:Iteration 7Q (69314.470000 sec): 3 clusters
  Score: Raw -358837.634476 + Penalty 2672.765999 = -356164.868477
  nChanged 65
		SP:Iteration 8Q (69314.550000 sec): 3 clusters
  Score: Raw -358870.581416 + Penalty 2672.765999 = -356197.815417
  nChanged 64
		SP:Iteration 9Q (69314.620000 sec): 3 clusters
  Score: Raw -358899.393876 + Penalty 2672.765999 = -356226.627878
  nChanged 56
		SP:Iteration 10Q (69314.690000 sec): 3 clusters
  Score: Raw -358926.565230 + Penalty 2672.765999 = -356253.799232
  nChanged 55
		SP:Iteration 11Q (69314.760000 sec): 3 clusters
  Score: Raw -358951.612048 + Penalty 2672.765999 = -356278.846049
  nChanged 48
		SP:Iteration 12Q (69314.830000 sec): 3 clusters
  Score: Raw -358968.946878 + Penalty 2672.765999 = -356296.180880
  nChanged 37
		SP:Iteration 13Q (69314.900000 sec): 3 clusters
  Score: Raw -358980.765305 + Penalty 2672.765999 = -356307.999307
  nChanged 30
		SP:Iteration 14Q (69314.980000 sec): 3 clusters
  Score: Raw -358990.052264 + Penalty 2672.765999 = -356317.286266
  nChanged 30
		SP:Iteration 15Q (69315.050000 sec): 3 clusters
  Score: Raw -358999.537346 + Penalty 2672.765999 = -356326.771348
  nChanged 31
		SP:Iteration 16Q (69315.120000 sec): 3 clusters
  Score: Raw -359009.839997 + Penalty 2672.765999 = -356337.073999
  nChanged 34
		SP:Iteration 17Q (69315.190000 sec): 3 clusters
  Score: Raw -359024.874907 + Penalty 2672.765999 = -356352.108908
  nChanged 42
		SP:Iteration 18Q (69315.260000 sec): 3 clusters
  Score: Raw -359045.411429 + Penalty 2672.765999 = -356372.645431
  nChanged 46
		SP:Iteration 19Q (69315.330000 sec): 3 clusters
  Score: Raw -359066.113026 + Penalty 2672.765999 = -356393.347027
  nChanged 50
		SP:Iteration 20F (69315.410000 sec): 3 clusters
  Score: Raw -359088.365920 + Penalty 2672.765999 = -356415.599921
  nChanged 56
		SP:Iteration 21Q (69315.480000 sec): 3 clusters
  Score: Raw -359112.947589 + Penalty 2672.765999 = -356440.181590
  nChanged 52
		SP:Iteration 22Q (69315.550000 sec): 3 clusters
  Score: Raw -359138.042928 + Penalty 2672.765999 = -356465.276929
  nChanged 50
		SP:Iteration 23Q (69315.620000 sec): 3 clusters
  Score: Raw -359159.704798 + Penalty 2672.765999 = -356486.938799
  nChanged 55
		SP:Iteration 24Q (69315.690000 sec): 3 clusters
  Score: Raw -359185.340653 + Penalty 2672.765999 = -356512.574654
  nChanged 53
		SP:Iteration 25Q (69315.770000 sec): 3 clusters
  Score: Raw -359207.959537 + Penalty 2672.765999 = -356535.193538
  nChanged 47
		SP:Iteration 26Q (69315.840000 sec): 3 clusters
  Score: Raw -359225.720479 + Penalty 2672.765999 = -356552.954481
  nChanged 41
		SP:Iteration 27Q (69315.910000 sec): 3 clusters
  Score: Raw -359242.640499 + Penalty 2672.765999 = -356569.874500
  nChanged 37
		SP:Iteration 28Q (69315.980000 sec): 3 clusters
  Score: Raw -359259.954198 + Penalty 2672.765999 = -356587.188199
  nChanged 43
		SP:Iteration 29Q (69316.050000 sec): 3 clusters
  Score: Raw -359280.328344 + Penalty 2672.765999 = -356607.562345
  nChanged 41
		SP:Iteration 30Q (69316.120000 sec): 3 clusters
  Score: Raw -359300.169132 + Penalty 2672.765999 = -356627.403134
  nChanged 54
		SP:Iteration 31Q (69316.190000 sec): 3 clusters
  Score: Raw -359324.947085 + Penalty 2672.765999 = -356652.181086
  nChanged 48
		SP:Iteration 32Q (69316.260000 sec): 3 clusters
  Score: Raw -359351.728019 + Penalty 2672.765999 = -356678.962021
  nChanged 45
		SP:Iteration 33Q (69316.330000 sec): 3 clusters
  Score: Raw -359377.361058 + Penalty 2672.765999 = -356704.595060
  nChanged 43
		SP:Iteration 34Q (69316.410000 sec): 3 clusters
  Score: Raw -359400.856150 + Penalty 2672.765999 = -356728.090151
  nChanged 39
		SP:Iteration 35Q (69316.470000 sec): 3 clusters
  Score: Raw -359425.963161 + Penalty 2672.765999 = -356753.197162
  nChanged 41
		SP:Iteration 36Q (69316.550000 sec): 3 clusters
  Score: Raw -359456.008538 + Penalty 2672.765999 = -356783.242540
  nChanged 47
		SP:Iteration 37Q (69316.610000 sec): 3 clusters
  Score: Raw -359489.273650 + Penalty 2672.765999 = -356816.507652
  nChanged 43
		SP:Iteration 38Q (69316.690000 sec): 3 clusters
  Score: Raw -359520.285990 + Penalty 2672.765999 = -356847.519991
  nChanged 41
		SP:Iteration 39Q (69316.750000 sec): 3 clusters
  Score: Raw -359553.413785 + Penalty 2672.765999 = -356880.647787
  nChanged 38
		SP:Iteration 40F (69316.830000 sec): 3 clusters
  Score: Raw -359575.385564 + Penalty 2672.765999 = -356902.619565
  nChanged 28
		SP:Iteration 41Q (69316.890000 sec): 3 clusters
  Score: Raw -359592.834312 + Penalty 2672.765999 = -356920.068313
  nChanged 30
		SP:Iteration 42Q (69316.970000 sec): 3 clusters
  Score: Raw -359614.504046 + Penalty 2672.765999 = -356941.738047
  nChanged 29
		SP:Iteration 43Q (69317.030000 sec): 3 clusters
  Score: Raw -359637.748728 + Penalty 2672.765999 = -356964.982729
  nChanged 23
		SP:Iteration 44Q (69317.100000 sec): 3 clusters
  Score: Raw -359652.532341 + Penalty 2672.765999 = -356979.766342
  nChanged 25
		SP:Iteration 45Q (69317.170000 sec): 3 clusters
  Score: Raw -359667.410292 + Penalty 2672.765999 = -356994.644293
  nChanged 21
		SP:Iteration 46Q (69317.240000 sec): 3 clusters
  Score: Raw -359678.203555 + Penalty 2672.765999 = -357005.437557
  nChanged 23
		SP:Iteration 47Q (69317.310000 sec): 3 clusters
  Score: Raw -359696.262601 + Penalty 2672.765999 = -357023.496602
  nChanged 18
		SP:Iteration 48Q (69317.380000 sec): 3 clusters
  Score: Raw -359708.176909 + Penalty 2672.765999 = -357035.410911
  nChanged 13
		SP:Iteration 49Q (69317.450000 sec): 3 clusters
  Score: Raw -359716.519344 + Penalty 2672.765999 = -357043.753346
  nChanged 10
		SP:Iteration 50Q (69317.510000 sec): 3 clusters
  Score: Raw -359724.222561 + Penalty 2672.765999 = -357051.456562
  nChanged 8
		SP:Iteration 51Q (69317.580000 sec): 3 clusters
  Score: Raw -359729.291640 + Penalty 2672.765999 = -357056.525641
  nChanged 9
		SP:Iteration 52Q (69317.650000 sec): 3 clusters
  Score: Raw -359734.002290 + Penalty 2672.765999 = -357061.236291
  nChanged 3
		SP:Iteration 53Q (69317.720000 sec): 3 clusters
  Score: Raw -359737.230269 + Penalty 2672.765999 = -357064.464271
  nChanged 5
		SP:Iteration 54Q (69317.790000 sec): 3 clusters
  Score: Raw -359740.441809 + Penalty 2672.765999 = -357067.675810
  nChanged 4
		SP:Iteration 55Q (69317.850000 sec): 3 clusters
  Score: Raw -359742.113182 + Penalty 2672.765999 = -357069.347184
  nChanged 2
		SP:Iteration 56Q (69317.920000 sec): 3 clusters
  Score: Raw -359742.584956 + Penalty 2672.765999 = -357069.818957
  nChanged 1
		SP:Iteration 57Q (69317.990000 sec): 3 clusters
  Score: Raw -359743.239476 + Penalty 2672.765999 = -357070.473477
  nChanged 0
		SP:Iteration 58F (69318.060000 sec): 3 clusters
  Score: Raw -359743.239476 + Penalty 2672.765999 = -357070.473477
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69318.120000 sec): 2 clusters
  Score: Raw -130082.952338 + Penalty 1181.086241 = -128901.866097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69318.150000 sec): 3 clusters
  Score: Raw -129501.660378 + Penalty 2362.172482 = -127139.487896
  nChanged 472
		SP:Iteration 1F (69318.180000 sec): 3 clusters
  Score: Raw -129837.904589 + Penalty 2362.172482 = -127475.732108
  nChanged 124
		SP:Iteration 2F (69318.210000 sec): 3 clusters
  Score: Raw -129955.412461 + Penalty 2362.172482 = -127593.239979
  nChanged 76
		SP:Iteration 3F (69318.230000 sec): 3 clusters
  Score: Raw -130033.395575 + Penalty 2362.172482 = -127671.223093
  nChanged 70
		SP:Iteration 4Q (69318.260000 sec): 3 clusters
  Score: Raw -130102.852061 + Penalty 2362.172482 = -127740.679579
  nChanged 48
		SP:Iteration 5Q (69318.290000 sec): 3 clusters
  Score: Raw -130145.977706 + Penalty 2362.172482 = -127783.805224
  nChanged 40
		SP:Iteration 6Q (69318.320000 sec): 3 clusters
  Score: Raw -130176.922236 + Penalty 2362.172482 = -127814.749754
  nChanged 26
		SP:Iteration 7Q (69318.350000 sec): 3 clusters
  Score: Raw -130196.727986 + Penalty 2362.172482 = -127834.555504
  nChanged 22
		SP:Iteration 8Q (69318.370000 sec): 3 clusters
  Score: Raw -130212.652658 + Penalty 2362.172482 = -127850.480176
  nChanged 21
		SP:Iteration 9Q (69318.400000 sec): 3 clusters
  Score: Raw -130227.435092 + Penalty 2362.172482 = -127865.262610
  nChanged 15
		SP:Iteration 10Q (69318.430000 sec): 3 clusters
  Score: Raw -130245.990065 + Penalty 2362.172482 = -127883.817583
  nChanged 16
		SP:Iteration 11Q (69318.460000 sec): 3 clusters
  Score: Raw -130261.547117 + Penalty 2362.172482 = -127899.374635
  nChanged 18
		SP:Iteration 12Q (69318.490000 sec): 3 clusters
  Score: Raw -130281.518975 + Penalty 2362.172482 = -127919.346494
  nChanged 13
		SP:Iteration 13Q (69318.510000 sec): 3 clusters
  Score: Raw -130291.145163 + Penalty 2362.172482 = -127928.972681
  nChanged 12
		SP:Iteration 14Q (69318.540000 sec): 3 clusters
  Score: Raw -130304.581228 + Penalty 2362.172482 = -127942.408746
  nChanged 17
		SP:Iteration 15Q (69318.570000 sec): 3 clusters
  Score: Raw -130319.970731 + Penalty 2362.172482 = -127957.798249
  nChanged 11
		SP:Iteration 16Q (69318.600000 sec): 3 clusters
  Score: Raw -130328.339935 + Penalty 2362.172482 = -127966.167453
  nChanged 9
		SP:Iteration 17Q (69318.630000 sec): 3 clusters
  Score: Raw -130334.679569 + Penalty 2362.172482 = -127972.507087
  nChanged 5
		SP:Iteration 18Q (69318.650000 sec): 3 clusters
  Score: Raw -130337.948846 + Penalty 2362.172482 = -127975.776364
  nChanged 7
		SP:Iteration 19Q (69318.680000 sec): 3 clusters
  Score: Raw -130342.708804 + Penalty 2362.172482 = -127980.536322
  nChanged 5
		SP:Iteration 20F (69318.710000 sec): 3 clusters
  Score: Raw -130345.351187 + Penalty 2362.172482 = -127983.178705
  nChanged 4
		SP:Iteration 21Q (69318.740000 sec): 3 clusters
  Score: Raw -130347.964572 + Penalty 2362.172482 = -127985.792090
  nChanged 1
		SP:Iteration 22Q (69318.770000 sec): 3 clusters
  Score: Raw -130348.488103 + Penalty 2362.172482 = -127986.315621
  nChanged 1
		SP:Iteration 23Q (69318.790000 sec): 3 clusters
  Score: Raw -130349.058150 + Penalty 2362.172482 = -127986.885668
  nChanged 0
		SP:Iteration 24F (69318.820000 sec): 3 clusters
  Score: Raw -130349.058150 + Penalty 2362.172482 = -127986.885668
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69318.870000 sec): 2 clusters
  Score: Raw -39363.722237 + Penalty 986.494881 = -38377.227356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69318.880000 sec): 3 clusters
  Score: Raw -39432.835633 + Penalty 1972.989762 = -37459.845871
  nChanged 107
		SP:Iteration 1F (69318.890000 sec): 3 clusters
  Score: Raw -39632.578189 + Penalty 1972.989762 = -37659.588427
  nChanged 35
		SP:Iteration 2F (69318.900000 sec): 3 clusters
  Score: Raw -39715.621705 + Penalty 1972.989762 = -37742.631944
  nChanged 18
		SP:Iteration 3Q (69318.910000 sec): 3 clusters
  Score: Raw -39759.889871 + Penalty 1972.989762 = -37786.900110
  nChanged 12
		SP:Iteration 4Q (69318.920000 sec): 3 clusters
  Score: Raw -39793.486551 + Penalty 1972.989762 = -37820.496790
  nChanged 8
		SP:Iteration 5Q (69318.930000 sec): 3 clusters
  Score: Raw -39823.736173 + Penalty 1972.989762 = -37850.746412
  nChanged 6
		SP:Iteration 6Q (69318.940000 sec): 3 clusters
  Score: Raw -39833.498077 + Penalty 1972.989762 = -37860.508316
  nChanged 0
		SP:Iteration 7F (69318.950000 sec): 3 clusters
  Score: Raw -39833.498077 + Penalty 1972.989762 = -37860.508316
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69319.030000 sec): 2 clusters
  Score: Raw -528169.188109 + Penalty 1400.650664 = -526768.537444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69319.150000 sec): 3 clusters
  Score: Raw -525202.762346 + Penalty 2801.301329 = -522401.461017
  nChanged 2285
		SP:Iteration 1F (69319.250000 sec): 3 clusters
  Score: Raw -526542.992548 + Penalty 2801.301329 = -523741.691219
  nChanged 436
		SP:Iteration 2F (69319.340000 sec): 3 clusters
  Score: Raw -526811.524137 + Penalty 2801.301329 = -524010.222809
  nChanged 325
		SP:Iteration 3F (69319.440000 sec): 3 clusters
  Score: Raw -526974.318937 + Penalty 2801.301329 = -524173.017609
  nChanged 248
		SP:Iteration 4Q (69319.540000 sec): 3 clusters
  Score: Raw -527094.688960 + Penalty 2801.301329 = -524293.387631
  nChanged 208
		SP:Iteration 5Q (69319.640000 sec): 3 clusters
  Score: Raw -527186.017981 + Penalty 2801.301329 = -524384.716653
  nChanged 179
		SP:Iteration 6Q (69319.740000 sec): 3 clusters
  Score: Raw -527270.741319 + Penalty 2801.301329 = -524469.439991
  nChanged 162
		SP:Iteration 7Q (69319.840000 sec): 3 clusters
  Score: Raw -527337.290468 + Penalty 2801.301329 = -524535.989139
  nChanged 155
		SP:Iteration 8Q (69319.940000 sec): 3 clusters
  Score: Raw -527397.169961 + Penalty 2801.301329 = -524595.868632
  nChanged 135
		SP:Iteration 9Q (69320.040000 sec): 3 clusters
  Score: Raw -527450.591349 + Penalty 2801.301329 = -524649.290020
  nChanged 125
		SP:Iteration 10Q (69320.140000 sec): 3 clusters
  Score: Raw -527503.746757 + Penalty 2801.301329 = -524702.445428
  nChanged 132
		SP:Iteration 11Q (69320.250000 sec): 3 clusters
  Score: Raw -527560.875070 + Penalty 2801.301329 = -524759.573741
  nChanged 125
		SP:Iteration 12Q (69320.350000 sec): 3 clusters
  Score: Raw -527618.942156 + Penalty 2801.301329 = -524817.640828
  nChanged 123
		SP:Iteration 13Q (69320.450000 sec): 3 clusters
  Score: Raw -527677.336736 + Penalty 2801.301329 = -524876.035407
  nChanged 125
		SP:Iteration 14Q (69320.550000 sec): 3 clusters
  Score: Raw -527734.924081 + Penalty 2801.301329 = -524933.622752
  nChanged 112
		SP:Iteration 15Q (69320.650000 sec): 3 clusters
  Score: Raw -527793.396907 + Penalty 2801.301329 = -524992.095578
  nChanged 128
		SP:Iteration 16Q (69320.750000 sec): 3 clusters
  Score: Raw -527868.175629 + Penalty 2801.301329 = -525066.874300
  nChanged 145
		SP:Iteration 17Q (69320.850000 sec): 3 clusters
  Score: Raw -527973.323366 + Penalty 2801.301329 = -525172.022038
  nChanged 166
		SP:Iteration 18Q (69320.950000 sec): 3 clusters
  Score: Raw -528087.021905 + Penalty 2801.301329 = -525285.720576
  nChanged 167
		SP:Iteration 19Q (69321.050000 sec): 3 clusters
  Score: Raw -528216.049416 + Penalty 2801.301329 = -525414.748088
  nChanged 167
		SP:Iteration 20F (69321.140000 sec): 3 clusters
  Score: Raw -528355.072701 + Penalty 2801.301329 = -525553.771372
  nChanged 162
		SP:Iteration 21Q (69321.240000 sec): 3 clusters
  Score: Raw -528473.338189 + Penalty 2801.301329 = -525672.036861
  nChanged 150
		SP:Iteration 22Q (69321.340000 sec): 3 clusters
  Score: Raw -528582.967165 + Penalty 2801.301329 = -525781.665837
  nChanged 127
		SP:Iteration 23Q (69321.440000 sec): 3 clusters
  Score: Raw -528672.710959 + Penalty 2801.301329 = -525871.409630
  nChanged 103
		SP:Iteration 24Q (69321.540000 sec): 3 clusters
  Score: Raw -528757.657121 + Penalty 2801.301329 = -525956.355793
  nChanged 94
		SP:Iteration 25Q (69321.630000 sec): 3 clusters
  Score: Raw -528821.301328 + Penalty 2801.301329 = -526020.000000
  nChanged 79
		SP:Iteration 26Q (69321.730000 sec): 3 clusters
  Score: Raw -528858.225829 + Penalty 2801.301329 = -526056.924501
  nChanged 46
		SP:Iteration 27Q (69321.830000 sec): 3 clusters
  Score: Raw -528879.182507 + Penalty 2801.301329 = -526077.881178
  nChanged 28
		SP:Iteration 28Q (69321.930000 sec): 3 clusters
  Score: Raw -528892.310418 + Penalty 2801.301329 = -526091.009089
  nChanged 30
		SP:Iteration 29Q (69322.020000 sec): 3 clusters
  Score: Raw -528906.782168 + Penalty 2801.301329 = -526105.480839
  nChanged 27
		SP:Iteration 30Q (69322.120000 sec): 3 clusters
  Score: Raw -528915.742200 + Penalty 2801.301329 = -526114.440871
  nChanged 18
		SP:Iteration 31Q (69322.220000 sec): 3 clusters
  Score: Raw -528922.596709 + Penalty 2801.301329 = -526121.295380
  nChanged 12
		SP:Iteration 32Q (69322.310000 sec): 3 clusters
  Score: Raw -528924.838771 + Penalty 2801.301329 = -526123.537442
  nChanged 10
		SP:Iteration 33Q (69322.410000 sec): 3 clusters
  Score: Raw -528927.793156 + Penalty 2801.301329 = -526126.491828
  nChanged 9
		SP:Iteration 34Q (69322.510000 sec): 3 clusters
  Score: Raw -528931.042164 + Penalty 2801.301329 = -526129.740835
  nChanged 7
		SP:Iteration 35Q (69322.610000 sec): 3 clusters
  Score: Raw -528933.511354 + Penalty 2801.301329 = -526132.210025
  nChanged 7
		SP:Iteration 36Q (69322.700000 sec): 3 clusters
  Score: Raw -528934.844245 + Penalty 2801.301329 = -526133.542917
  nChanged 9
		SP:Iteration 37Q (69322.800000 sec): 3 clusters
  Score: Raw -528937.287114 + Penalty 2801.301329 = -526135.985785
  nChanged 6
		SP:Iteration 38Q (69322.890000 sec): 3 clusters
  Score: Raw -528938.486183 + Penalty 2801.301329 = -526137.184854
  nChanged 2
		SP:Iteration 39Q (69322.990000 sec): 3 clusters
  Score: Raw -528939.019814 + Penalty 2801.301329 = -526137.718486
  nChanged 1
		SP:Iteration 40F (69323.090000 sec): 3 clusters
  Score: Raw -528939.234865 + Penalty 2801.301329 = -526137.933536
  nChanged 1
		SP:Iteration 41Q (69323.190000 sec): 3 clusters
  Score: Raw -528939.331990 + Penalty 2801.301329 = -526138.030661
  nChanged 1
		SP:Iteration 42Q (69323.290000 sec): 3 clusters
  Score: Raw -528939.801647 + Penalty 2801.301329 = -526138.500318
  nChanged 0
		SP:Iteration 43F (69323.390000 sec): 3 clusters
  Score: Raw -528939.801647 + Penalty 2801.301329 = -526138.500318
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69323.450000 sec): 2 clusters
  Score: Raw -268672.805845 + Penalty 1293.552590 = -267379.253255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69323.510000 sec): 3 clusters
  Score: Raw -267353.147373 + Penalty 2587.105179 = -264766.042193
  nChanged 1051
		SP:Iteration 1F (69323.570000 sec): 3 clusters
  Score: Raw -268015.288557 + Penalty 2587.105179 = -265428.183378
  nChanged 248
		SP:Iteration 2F (69323.620000 sec): 3 clusters
  Score: Raw -268217.943212 + Penalty 2587.105179 = -265630.838032
  nChanged 181
		SP:Iteration 3F (69323.680000 sec): 3 clusters
  Score: Raw -268367.784954 + Penalty 2587.105179 = -265780.679775
  nChanged 139
		SP:Iteration 4Q (69323.730000 sec): 3 clusters
  Score: Raw -268471.783666 + Penalty 2587.105179 = -265884.678486
  nChanged 104
		SP:Iteration 5Q (69323.790000 sec): 3 clusters
  Score: Raw -268530.189985 + Penalty 2587.105179 = -265943.084805
  nChanged 76
		SP:Iteration 6Q (69323.850000 sec): 3 clusters
  Score: Raw -268572.575318 + Penalty 2587.105179 = -265985.470139
  nChanged 51
		SP:Iteration 7Q (69323.900000 sec): 3 clusters
  Score: Raw -268602.029275 + Penalty 2587.105179 = -266014.924096
  nChanged 43
		SP:Iteration 8Q (69323.950000 sec): 3 clusters
  Score: Raw -268628.617239 + Penalty 2587.105179 = -266041.512059
  nChanged 43
		SP:Iteration 9Q (69324.010000 sec): 3 clusters
  Score: Raw -268653.671493 + Penalty 2587.105179 = -266066.566314
  nChanged 35
		SP:Iteration 10Q (69324.070000 sec): 3 clusters
  Score: Raw -268668.506948 + Penalty 2587.105179 = -266081.401769
  nChanged 27
		SP:Iteration 11Q (69324.120000 sec): 3 clusters
  Score: Raw -268682.504336 + Penalty 2587.105179 = -266095.399156
  nChanged 26
		SP:Iteration 12Q (69324.180000 sec): 3 clusters
  Score: Raw -268694.018978 + Penalty 2587.105179 = -266106.913798
  nChanged 15
		SP:Iteration 13Q (69324.230000 sec): 3 clusters
  Score: Raw -268701.588204 + Penalty 2587.105179 = -266114.483024
  nChanged 13
		SP:Iteration 14Q (69324.290000 sec): 3 clusters
  Score: Raw -268706.093794 + Penalty 2587.105179 = -266118.988615
  nChanged 8
		SP:Iteration 15Q (69324.350000 sec): 3 clusters
  Score: Raw -268707.875928 + Penalty 2587.105179 = -266120.770749
  nChanged 1
		SP:Iteration 16Q (69324.400000 sec): 3 clusters
  Score: Raw -268707.981447 + Penalty 2587.105179 = -266120.876268
  nChanged 1
		SP:Iteration 17Q (69324.460000 sec): 3 clusters
  Score: Raw -268708.288871 + Penalty 2587.105179 = -266121.183691
  nChanged 3
		SP:Iteration 18Q (69324.510000 sec): 3 clusters
  Score: Raw -268708.795816 + Penalty 2587.105179 = -266121.690637
  nChanged 0
		SP:Iteration 19F (69324.570000 sec): 3 clusters
  Score: Raw -268708.795816 + Penalty 2587.105179 = -266121.690637
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 74 (2777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69324.630000 sec): 2 clusters
  Score: Raw -296589.414470 + Penalty 1288.483054 = -295300.931416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69324.690000 sec): 3 clusters
  Score: Raw -295278.116511 + Penalty 2576.966108 = -292701.150402
  nChanged 1028
		SP:Iteration 1F (69324.750000 sec): 3 clusters
  Score: Raw -295893.523656 + Penalty 2576.966108 = -293316.557547
  nChanged 227
		SP:Iteration 2F (69324.800000 sec): 3 clusters
  Score: Raw -296038.679515 + Penalty 2576.966108 = -293461.713406
  nChanged 125
		SP:Iteration 3Q (69324.850000 sec): 3 clusters
  Score: Raw -296114.267511 + Penalty 2576.966108 = -293537.301403
  nChanged 101
		SP:Iteration 4Q (69324.910000 sec): 3 clusters
  Score: Raw -296171.191393 + Penalty 2576.966108 = -293594.225284
  nChanged 72
		SP:Iteration 5Q (69324.960000 sec): 3 clusters
  Score: Raw -296208.103357 + Penalty 2576.966108 = -293631.137249
  nChanged 56
		SP:Iteration 6Q (69325.010000 sec): 3 clusters
  Score: Raw -296236.551467 + Penalty 2576.966108 = -293659.585358
  nChanged 35
		SP:Iteration 7Q (69325.070000 sec): 3 clusters
  Score: Raw -296256.633829 + Penalty 2576.966108 = -293679.667720
  nChanged 36
		SP:Iteration 8Q (69325.120000 sec): 3 clusters
  Score: Raw -296273.224558 + Penalty 2576.966108 = -293696.258449
  nChanged 30
		SP:Iteration 9Q (69325.180000 sec): 3 clusters
  Score: Raw -296286.073284 + Penalty 2576.966108 = -293709.107176
  nChanged 27
		SP:Iteration 10Q (69325.230000 sec): 3 clusters
  Score: Raw -296299.757953 + Penalty 2576.966108 = -293722.791845
  nChanged 24
		SP:Iteration 11Q (69325.290000 sec): 3 clusters
  Score: Raw -296309.506116 + Penalty 2576.966108 = -293732.540007
  nChanged 14
		SP:Iteration 12Q (69325.340000 sec): 3 clusters
  Score: Raw -296313.301680 + Penalty 2576.966108 = -293736.335572
  nChanged 12
		SP:Iteration 13Q (69325.390000 sec): 3 clusters
  Score: Raw -296317.959401 + Penalty 2576.966108 = -293740.993292
  nChanged 15
		SP:Iteration 14Q (69325.450000 sec): 3 clusters
  Score: Raw -296323.902627 + Penalty 2576.966108 = -293746.936519
  nChanged 17
		SP:Iteration 15Q (69325.500000 sec): 3 clusters
  Score: Raw -296327.962511 + Penalty 2576.966108 = -293750.996403
  nChanged 8
		SP:Iteration 16Q (69325.550000 sec): 3 clusters
  Score: Raw -296330.522230 + Penalty 2576.966108 = -293753.556122
  nChanged 7
		SP:Iteration 17Q (69325.610000 sec): 3 clusters
  Score: Raw -296333.544616 + Penalty 2576.966108 = -293756.578508
  nChanged 11
		SP:Iteration 18Q (69325.660000 sec): 3 clusters
  Score: Raw -296338.743656 + Penalty 2576.966108 = -293761.777547
  nChanged 16
		SP:Iteration 19Q (69325.720000 sec): 3 clusters
  Score: Raw -296348.313772 + Penalty 2576.966108 = -293771.347664
  nChanged 24
		SP:Iteration 20F (69325.770000 sec): 3 clusters
  Score: Raw -296358.194402 + Penalty 2576.966108 = -293781.228294
  nChanged 22
		SP:Iteration 21Q (69325.830000 sec): 3 clusters
  Score: Raw -296365.471556 + Penalty 2576.966108 = -293788.505448
  nChanged 17
		SP:Iteration 22Q (69325.880000 sec): 3 clusters
  Score: Raw -296369.534112 + Penalty 2576.966108 = -293792.568004
  nChanged 11
		SP:Iteration 23Q (69325.930000 sec): 3 clusters
  Score: Raw -296373.106459 + Penalty 2576.966108 = -293796.140351
  nChanged 10
		SP:Iteration 24Q (69325.990000 sec): 3 clusters
  Score: Raw -296378.126738 + Penalty 2576.966108 = -293801.160629
  nChanged 16
		SP:Iteration 25Q (69326.040000 sec): 3 clusters
  Score: Raw -296384.652613 + Penalty 2576.966108 = -293807.686505
  nChanged 10
		SP:Iteration 26Q (69326.090000 sec): 3 clusters
  Score: Raw -296386.940263 + Penalty 2576.966108 = -293809.974154
  nChanged 6
		SP:Iteration 27Q (69326.150000 sec): 3 clusters
  Score: Raw -296389.354559 + Penalty 2576.966108 = -293812.388451
  nChanged 8
		SP:Iteration 28Q (69326.200000 sec): 3 clusters
  Score: Raw -296391.906784 + Penalty 2576.966108 = -293814.940675
  nChanged 4
		SP:Iteration 29Q (69326.250000 sec): 3 clusters
  Score: Raw -296392.810022 + Penalty 2576.966108 = -293815.843913
  nChanged 4
		SP:Iteration 30Q (69326.310000 sec): 3 clusters
  Score: Raw -296394.050238 + Penalty 2576.966108 = -293817.084130
  nChanged 5
		SP:Iteration 31Q (69326.360000 sec): 3 clusters
  Score: Raw -296395.189258 + Penalty 2576.966108 = -293818.223149
  nChanged 4
		SP:Iteration 32Q (69326.420000 sec): 3 clusters
  Score: Raw -296396.262934 + Penalty 2576.966108 = -293819.296826
  nChanged 8
		SP:Iteration 33Q (69326.470000 sec): 3 clusters
  Score: Raw -296398.802184 + Penalty 2576.966108 = -293821.836076
  nChanged 12
		SP:Iteration 34Q (69326.520000 sec): 3 clusters
  Score: Raw -296403.861930 + Penalty 2576.966108 = -293826.895822
  nChanged 14
		SP:Iteration 35Q (69326.580000 sec): 3 clusters
  Score: Raw -296411.279032 + Penalty 2576.966108 = -293834.312924
  nChanged 15
		SP:Iteration 36Q (69326.630000 sec): 3 clusters
  Score: Raw -296417.512962 + Penalty 2576.966108 = -293840.546854
  nChanged 13
		SP:Iteration 37Q (69326.690000 sec): 3 clusters
  Score: Raw -296423.164510 + Penalty 2576.966108 = -293846.198401
  nChanged 14
		SP:Iteration 38Q (69326.740000 sec): 3 clusters
  Score: Raw -296427.106835 + Penalty 2576.966108 = -293850.140726
  nChanged 11
		SP:Iteration 39Q (69326.790000 sec): 3 clusters
  Score: Raw -296430.966766 + Penalty 2576.966108 = -293854.000658
  nChanged 11
		SP:Iteration 40F (69326.850000 sec): 3 clusters
  Score: Raw -296435.413528 + Penalty 2576.966108 = -293858.447420
  nChanged 10
		SP:Iteration 41Q (69326.900000 sec): 3 clusters
  Score: Raw -296439.949449 + Penalty 2576.966108 = -293862.983340
  nChanged 12
		SP:Iteration 42Q (69326.950000 sec): 3 clusters
  Score: Raw -296442.656841 + Penalty 2576.966108 = -293865.690732
  nChanged 4
		SP:Iteration 43Q (69327.010000 sec): 3 clusters
  Score: Raw -296443.609415 + Penalty 2576.966108 = -293866.643307
  nChanged 6
		SP:Iteration 44Q (69327.060000 sec): 3 clusters
  Score: Raw -296445.007809 + Penalty 2576.966108 = -293868.041701
  nChanged 4
		SP:Iteration 45Q (69327.120000 sec): 3 clusters
  Score: Raw -296446.052999 + Penalty 2576.966108 = -293869.086891
  nChanged 3
		SP:Iteration 46Q (69327.170000 sec): 3 clusters
  Score: Raw -296446.977941 + Penalty 2576.966108 = -293870.011832
  nChanged 2
		SP:Iteration 47Q (69327.230000 sec): 3 clusters
  Score: Raw -296448.112509 + Penalty 2576.966108 = -293871.146401
  nChanged 6
		SP:Iteration 48Q (69327.280000 sec): 3 clusters
  Score: Raw -296450.460056 + Penalty 2576.966108 = -293873.493948
  nChanged 5
		SP:Iteration 49Q (69327.330000 sec): 3 clusters
  Score: Raw -296451.993459 + Penalty 2576.966108 = -293875.027351
  nChanged 3
		SP:Iteration 50Q (69327.390000 sec): 3 clusters
  Score: Raw -296452.931301 + Penalty 2576.966108 = -293875.965193
  nChanged 5
		SP:Iteration 51Q (69327.440000 sec): 3 clusters
  Score: Raw -296453.938646 + Penalty 2576.966108 = -293876.972537
  nChanged 3
		SP:Iteration 52Q (69327.490000 sec): 3 clusters
  Score: Raw -296455.930323 + Penalty 2576.966108 = -293878.964214
  nChanged 10
		SP:Iteration 53Q (69327.550000 sec): 3 clusters
  Score: Raw -296461.523344 + Penalty 2576.966108 = -293884.557235
  nChanged 16
		SP:Iteration 54Q (69327.600000 sec): 3 clusters
  Score: Raw -296470.676213 + Penalty 2576.966108 = -293893.710105
  nChanged 15
		SP:Iteration 55Q (69327.660000 sec): 3 clusters
  Score: Raw -296477.790932 + Penalty 2576.966108 = -293900.824823
  nChanged 8
		SP:Iteration 56Q (69327.710000 sec): 3 clusters
  Score: Raw -296479.645713 + Penalty 2576.966108 = -293902.679604
  nChanged 5
		SP:Iteration 57Q (69327.770000 sec): 3 clusters
  Score: Raw -296482.375772 + Penalty 2576.966108 = -293905.409664
  nChanged 6
		SP:Iteration 58Q (69327.820000 sec): 3 clusters
  Score: Raw -296484.169504 + Penalty 2576.966108 = -293907.203396
  nChanged 7
		SP:Iteration 59Q (69327.870000 sec): 3 clusters
  Score: Raw -296486.033604 + Penalty 2576.966108 = -293909.067496
  nChanged 5
		SP:Iteration 60F (69327.930000 sec): 3 clusters
  Score: Raw -296487.790799 + Penalty 2576.966108 = -293910.824691
  nChanged 13
		SP:Iteration 61Q (69327.980000 sec): 3 clusters
  Score: Raw -296492.425978 + Penalty 2576.966108 = -293915.459869
  nChanged 7
		SP:Iteration 62Q (69328.030000 sec): 3 clusters
  Score: Raw -296494.607434 + Penalty 2576.966108 = -293917.641326
  nChanged 6
		SP:Iteration 63Q (69328.090000 sec): 3 clusters
  Score: Raw -296496.471597 + Penalty 2576.966108 = -293919.505489
  nChanged 3
		SP:Iteration 64Q (69328.140000 sec): 3 clusters
  Score: Raw -296496.832707 + Penalty 2576.966108 = -293919.866599
  nChanged 0
		SP:Iteration 65F (69328.200000 sec): 3 clusters
  Score: Raw -296496.832707 + Penalty 2576.966108 = -293919.866599
  nChanged 0
Iteration 259Q (69553.130000 sec): 76 clusters
  Score: Raw -107685145.504573 + Penalty 169552.721841 = -107515592.782732
  nChanged 3340
Iteration 260F (69868.190000 sec): 76 clusters
  Score: Raw -107686272.507824 + Penalty 169552.721841 = -107516719.785983
  nChanged 2754
Iteration 261Q (70094.330000 sec): 76 clusters
  Score: Raw -107686675.517815 + Penalty 169552.721841 = -107517122.795974
  nChanged 1321
Iteration 262Q (70322.040000 sec): 76 clusters
  Score: Raw -107686867.459230 + Penalty 169552.721841 = -107517314.737389
  nChanged 890
Iteration 263Q (70548.320000 sec): 76 clusters
  Score: Raw -107686965.783313 + Penalty 169552.721841 = -107517413.061472
  nChanged 658
Iteration 264Q (70775.500000 sec): 76 clusters
  Score: Raw -107687027.173806 + Penalty 169552.721841 = -107517474.451965
  nChanged 583
Iteration 265Q (71002.180000 sec): 76 clusters
  Score: Raw -107687075.494414 + Penalty 169552.721841 = -107517522.772573
  nChanged 507
Iteration 266Q (71229.350000 sec): 76 clusters
  Score: Raw -107687111.474391 + Penalty 169552.721841 = -107517558.752550
  nChanged 435
Iteration 267Q (71455.550000 sec): 76 clusters
  Score: Raw -107687134.052893 + Penalty 169552.721841 = -107517581.331052
  nChanged 321
Iteration 268Q (71682.780000 sec): 76 clusters
  Score: Raw -107687149.084472 + Penalty 169552.721841 = -107517596.362631
  nChanged 304
Iteration 269Q (71909.360000 sec): 76 clusters
  Score: Raw -107687162.674309 + Penalty 169552.721841 = -107517609.952468
  nChanged 272
Iteration 270Q (72136.610000 sec): 76 clusters
  Score: Raw -107687173.897796 + Penalty 169552.721841 = -107517621.175955
  nChanged 278
Iteration 271Q (72361.720000 sec): 76 clusters
  Score: Raw -107687184.159749 + Penalty 169552.721841 = -107517631.437908
  nChanged 234
Iteration 272Q (72588.770000 sec): 76 clusters
  Score: Raw -107687193.202509 + Penalty 169552.721841 = -107517640.480668
  nChanged 226
Iteration 273Q (72816.070000 sec): 76 clusters
  Score: Raw -107687202.019154 + Penalty 169552.721841 = -107517649.297313
  nChanged 220
Iteration 274Q (73043.280000 sec): 76 clusters
  Score: Raw -107687209.607540 + Penalty 169552.721841 = -107517656.885698
  nChanged 193
Iteration 275Q (73269.400000 sec): 76 clusters
  Score: Raw -107687215.622878 + Penalty 169552.721841 = -107517662.901037
  nChanged 170
Iteration 276Q (73496.560000 sec): 76 clusters
  Score: Raw -107687220.114246 + Penalty 169552.721841 = -107517667.392405
  nChanged 147
Iteration 277Q (73723.370000 sec): 76 clusters
  Score: Raw -107687223.855097 + Penalty 169552.721841 = -107517671.133256
  nChanged 96
Iteration 278Q (73951.120000 sec): 76 clusters
  Score: Raw -107687226.377591 + Penalty 169552.721841 = -107517673.655750
  nChanged 82
Iteration 279Q (74178.320000 sec): 76 clusters
  Score: Raw -107687228.064515 + Penalty 169552.721841 = -107517675.342674
  nChanged 77
Iteration 280F (74493.740000 sec): 76 clusters
  Score: Raw -107687229.382791 + Penalty 169552.721841 = -107517676.660950
  nChanged 62
Iteration 281Q (74720.880000 sec): 76 clusters
  Score: Raw -107687230.519266 + Penalty 169552.721841 = -107517677.797425
  nChanged 69
Iteration 282Q (74948.140000 sec): 76 clusters
  Score: Raw -107687231.821745 + Penalty 169552.721841 = -107517679.099904
  nChanged 71
Iteration 283Q (75174.880000 sec): 76 clusters
  Score: Raw -107687233.755877 + Penalty 169552.721841 = -107517681.034036
  nChanged 71
Iteration 284Q (75402.490000 sec): 76 clusters
  Score: Raw -107687236.529163 + Penalty 169552.721841 = -107517683.807322
  nChanged 59
Iteration 285Q (75628.680000 sec): 76 clusters
  Score: Raw -107687238.942733 + Penalty 169552.721841 = -107517686.220892
  nChanged 48
Iteration 286Q (75855.830000 sec): 76 clusters
  Score: Raw -107687241.425365 + Penalty 169552.721841 = -107517688.703524
  nChanged 54
Iteration 287Q (76083.140000 sec): 76 clusters
  Score: Raw -107687243.894523 + Penalty 169552.721841 = -107517691.172682
  nChanged 61
Iteration 288Q (76310.400000 sec): 76 clusters
  Score: Raw -107687246.611932 + Penalty 169552.721841 = -107517693.890091
  nChanged 59
Iteration 289Q (76536.530000 sec): 76 clusters
  Score: Raw -107687248.813393 + Penalty 169552.721841 = -107517696.091552
  nChanged 66
Iteration 290Q (76763.750000 sec): 76 clusters
  Score: Raw -107687251.093091 + Penalty 169552.721841 = -107517698.371250
  nChanged 54
Iteration 291Q (76991.060000 sec): 76 clusters
  Score: Raw -107687252.724414 + Penalty 169552.721841 = -107517700.002573
  nChanged 54
Iteration 292Q (77218.540000 sec): 76 clusters
  Score: Raw -107687254.176491 + Penalty 169552.721841 = -107517701.454650
  nChanged 47
Iteration 293Q (77445.130000 sec): 76 clusters
  Score: Raw -107687255.569771 + Penalty 169552.721841 = -107517702.847930
  nChanged 48
Iteration 294Q (77671.870000 sec): 76 clusters
  Score: Raw -107687257.278569 + Penalty 169552.721841 = -107517704.556728
  nChanged 51
Iteration 295Q (77898.690000 sec): 76 clusters
  Score: Raw -107687259.034796 + Penalty 169552.721841 = -107517706.312955
  nChanged 40
Iteration 296Q (78126.270000 sec): 76 clusters
  Score: Raw -107687260.362739 + Penalty 169552.721841 = -107517707.640898
  nChanged 40
Iteration 297Q (78352.470000 sec): 76 clusters
  Score: Raw -107687262.220747 + Penalty 169552.721841 = -107517709.498906
  nChanged 43
Iteration 298Q (78578.760000 sec): 76 clusters
  Score: Raw -107687264.128803 + Penalty 169552.721841 = -107517711.406962
  nChanged 45
Writing temp clu file 
Because OldScore, -107517709.498906, is greater than current (better) Score,-107517711.406962 
 Compute initial score before splitting:   Score: Raw -107687264.128803 + Penalty 169552.721841 = -107517711.406962
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (131081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78579.710000 sec): 2 clusters
  Score: Raw -12571247.103576 + Penalty 1914.830244 = -12569332.273332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78580.920000 sec): 3 clusters
  Score: Raw -12485446.030107 + Penalty 3829.660488 = -12481616.369619
  nChanged 62850
		SP:Iteration 1F (78582.140000 sec): 3 clusters
  Score: Raw -12522445.158428 + Penalty 3829.660488 = -12518615.497940
  nChanged 5558
		SP:Iteration 2Q (78583.390000 sec): 3 clusters
  Score: Raw -12524626.069119 + Penalty 3829.660488 = -12520796.408631
  nChanged 6379
		SP:Iteration 3Q (78584.670000 sec): 3 clusters
  Score: Raw -12527670.992431 + Penalty 3829.660488 = -12523841.331943
  nChanged 7304
		SP:Iteration 4F (78585.870000 sec): 3 clusters
  Score: Raw -12531582.965475 + Penalty 3829.660488 = -12527753.304988
  nChanged 7918
		SP:Iteration 5F (78587.100000 sec): 3 clusters
  Score: Raw -12536038.865474 + Penalty 3829.660488 = -12532209.204986
  nChanged 8034
		SP:Iteration 6F (78588.290000 sec): 3 clusters
  Score: Raw -12540632.262159 + Penalty 3829.660488 = -12536802.601671
  nChanged 7809
		SP:Iteration 7F (78589.510000 sec): 3 clusters
  Score: Raw -12545215.104771 + Penalty 3829.660488 = -12541385.444283
  nChanged 7060
		SP:Iteration 8F (78590.710000 sec): 3 clusters
  Score: Raw -12549384.512336 + Penalty 3829.660488 = -12545554.851849
  nChanged 6091
		SP:Iteration 9Q (78592.000000 sec): 3 clusters
  Score: Raw -12552564.832611 + Penalty 3829.660488 = -12548735.172124
  nChanged 4864
		SP:Iteration 10Q (78593.280000 sec): 3 clusters
  Score: Raw -12554578.956572 + Penalty 3829.660488 = -12550749.296084
  nChanged 3508
		SP:Iteration 11Q (78594.550000 sec): 3 clusters
  Score: Raw -12555664.714923 + Penalty 3829.660488 = -12551835.054435
  nChanged 2554
		SP:Iteration 12Q (78595.780000 sec): 3 clusters
  Score: Raw -12556265.788591 + Penalty 3829.660488 = -12552436.128103
  nChanged 1850
		SP:Iteration 13Q (78597.000000 sec): 3 clusters
  Score: Raw -12556650.605657 + Penalty 3829.660488 = -12552820.945169
  nChanged 1575
		SP:Iteration 14Q (78598.250000 sec): 3 clusters
  Score: Raw -12556980.800818 + Penalty 3829.660488 = -12553151.140330
  nChanged 1526
		SP:Iteration 15Q (78599.490000 sec): 3 clusters
  Score: Raw -12557329.760018 + Penalty 3829.660488 = -12553500.099530
  nChanged 1579
		SP:Iteration 16Q (78600.690000 sec): 3 clusters
  Score: Raw -12557692.404208 + Penalty 3829.660488 = -12553862.743720
  nChanged 1610
		SP:Iteration 17Q (78601.940000 sec): 3 clusters
  Score: Raw -12558067.431375 + Penalty 3829.660488 = -12554237.770887
  nChanged 1569
		SP:Iteration 18Q (78603.170000 sec): 3 clusters
  Score: Raw -12558416.884740 + Penalty 3829.660488 = -12554587.224253
  nChanged 1508
		SP:Iteration 19Q (78604.370000 sec): 3 clusters
  Score: Raw -12558745.685203 + Penalty 3829.660488 = -12554916.024715
  nChanged 1484
		SP:Iteration 20F (78605.590000 sec): 3 clusters
  Score: Raw -12559071.192565 + Penalty 3829.660488 = -12555241.532077
  nChanged 1522
		SP:Iteration 21Q (78606.780000 sec): 3 clusters
  Score: Raw -12559418.195313 + Penalty 3829.660488 = -12555588.534826
  nChanged 1533
		SP:Iteration 22Q (78607.990000 sec): 3 clusters
  Score: Raw -12559766.440269 + Penalty 3829.660488 = -12555936.779781
  nChanged 1518
		SP:Iteration 23Q (78609.170000 sec): 3 clusters
  Score: Raw -12560100.433737 + Penalty 3829.660488 = -12556270.773249
  nChanged 1472
		SP:Iteration 24Q (78610.400000 sec): 3 clusters
  Score: Raw -12560427.123342 + Penalty 3829.660488 = -12556597.462854
  nChanged 1465
		SP:Iteration 25Q (78611.630000 sec): 3 clusters
  Score: Raw -12560758.381896 + Penalty 3829.660488 = -12556928.721408
  nChanged 1531
		SP:Iteration 26Q (78612.800000 sec): 3 clusters
  Score: Raw -12561116.113178 + Penalty 3829.660488 = -12557286.452690
  nChanged 1536
		SP:Iteration 27Q (78614.010000 sec): 3 clusters
  Score: Raw -12561480.166523 + Penalty 3829.660488 = -12557650.506035
  nChanged 1601
		SP:Iteration 28Q (78615.200000 sec): 3 clusters
  Score: Raw -12561880.121900 + Penalty 3829.660488 = -12558050.461412
  nChanged 1635
		SP:Iteration 29Q (78616.410000 sec): 3 clusters
  Score: Raw -12562311.923988 + Penalty 3829.660488 = -12558482.263500
  nChanged 1631
		SP:Iteration 30Q (78617.590000 sec): 3 clusters
  Score: Raw -12562747.717741 + Penalty 3829.660488 = -12558918.057253
  nChanged 1624
		SP:Iteration 31Q (78618.730000 sec): 3 clusters
  Score: Raw -12563201.821527 + Penalty 3829.660488 = -12559372.161040
  nChanged 1654
		SP:Iteration 32Q (78619.920000 sec): 3 clusters
  Score: Raw -12563674.697658 + Penalty 3829.660488 = -12559845.037170
  nChanged 1644
		SP:Iteration 33Q (78621.080000 sec): 3 clusters
  Score: Raw -12564153.409996 + Penalty 3829.660488 = -12560323.749508
  nChanged 1654
		SP:Iteration 34Q (78622.240000 sec): 3 clusters
  Score: Raw -12564642.457509 + Penalty 3829.660488 = -12560812.797021
  nChanged 1637
		SP:Iteration 35Q (78623.360000 sec): 3 clusters
  Score: Raw -12565145.569025 + Penalty 3829.660488 = -12561315.908537
  nChanged 1619
		SP:Iteration 36Q (78624.500000 sec): 3 clusters
  Score: Raw -12565660.596888 + Penalty 3829.660488 = -12561830.936400
  nChanged 1583
		SP:Iteration 37Q (78625.630000 sec): 3 clusters
  Score: Raw -12566178.377330 + Penalty 3829.660488 = -12562348.716842
  nChanged 1628
		SP:Iteration 38Q (78626.760000 sec): 3 clusters
  Score: Raw -12566750.057316 + Penalty 3829.660488 = -12562920.396828
  nChanged 1634
		SP:Iteration 39Q (78627.890000 sec): 3 clusters
  Score: Raw -12567332.065311 + Penalty 3829.660488 = -12563502.404824
  nChanged 1608
		SP:Iteration 40F (78629.090000 sec): 3 clusters
  Score: Raw -12567936.559110 + Penalty 3829.660488 = -12564106.898622
  nChanged 1556
		SP:Iteration 41Q (78630.180000 sec): 3 clusters
  Score: Raw -12568524.625312 + Penalty 3829.660488 = -12564694.964824
  nChanged 1467
		SP:Iteration 42Q (78631.300000 sec): 3 clusters
  Score: Raw -12569090.649330 + Penalty 3829.660488 = -12565260.988842
  nChanged 1387
		SP:Iteration 43Q (78632.430000 sec): 3 clusters
  Score: Raw -12569658.002086 + Penalty 3829.660488 = -12565828.341598
  nChanged 1273
		SP:Iteration 44Q (78633.560000 sec): 3 clusters
  Score: Raw -12570198.034103 + Penalty 3829.660488 = -12566368.373615
  nChanged 1158
		SP:Iteration 45Q (78634.630000 sec): 3 clusters
  Score: Raw -12570682.945493 + Penalty 3829.660488 = -12566853.285006
  nChanged 1048
		SP:Iteration 46Q (78635.730000 sec): 3 clusters
  Score: Raw -12571091.575908 + Penalty 3829.660488 = -12567261.915420
  nChanged 914
		SP:Iteration 47Q (78636.830000 sec): 3 clusters
  Score: Raw -12571423.923499 + Penalty 3829.660488 = -12567594.263011
  nChanged 825
		SP:Iteration 48Q (78637.950000 sec): 3 clusters
  Score: Raw -12571712.813364 + Penalty 3829.660488 = -12567883.152876
  nChanged 698
		SP:Iteration 49Q (78639.020000 sec): 3 clusters
  Score: Raw -12571945.991013 + Penalty 3829.660488 = -12568116.330525
  nChanged 626
		SP:Iteration 50Q (78640.120000 sec): 3 clusters
  Score: Raw -12572144.606398 + Penalty 3829.660488 = -12568314.945911
  nChanged 533
		SP:Iteration 51Q (78641.180000 sec): 3 clusters
  Score: Raw -12572303.033922 + Penalty 3829.660488 = -12568473.373434
  nChanged 457
		SP:Iteration 52Q (78642.280000 sec): 3 clusters
  Score: Raw -12572431.639064 + Penalty 3829.660488 = -12568601.978577
  nChanged 389
		SP:Iteration 53Q (78643.340000 sec): 3 clusters
  Score: Raw -12572535.306522 + Penalty 3829.660488 = -12568705.646034
  nChanged 369
		SP:Iteration 54Q (78644.460000 sec): 3 clusters
  Score: Raw -12572616.922551 + Penalty 3829.660488 = -12568787.262063
  nChanged 301
		SP:Iteration 55Q (78645.520000 sec): 3 clusters
  Score: Raw -12572688.069661 + Penalty 3829.660488 = -12568858.409174
  nChanged 259
		SP:Iteration 56Q (78646.630000 sec): 3 clusters
  Score: Raw -12572744.073407 + Penalty 3829.660488 = -12568914.412919
  nChanged 238
		SP:Iteration 57Q (78647.700000 sec): 3 clusters
  Score: Raw -12572791.973022 + Penalty 3829.660488 = -12568962.312534
  nChanged 190
		SP:Iteration 58Q (78648.810000 sec): 3 clusters
  Score: Raw -12572829.407812 + Penalty 3829.660488 = -12568999.747324
  nChanged 168
		SP:Iteration 59Q (78649.920000 sec): 3 clusters
  Score: Raw -12572859.798820 + Penalty 3829.660488 = -12569030.138332
  nChanged 145
		SP:Iteration 60F (78651.090000 sec): 3 clusters
  Score: Raw -12572883.989796 + Penalty 3829.660488 = -12569054.329308
  nChanged 125
		SP:Iteration 61Q (78652.160000 sec): 3 clusters
  Score: Raw -12572907.630545 + Penalty 3829.660488 = -12569077.970058
  nChanged 110
		SP:Iteration 62Q (78653.270000 sec): 3 clusters
  Score: Raw -12572927.717424 + Penalty 3829.660488 = -12569098.056936
  nChanged 88
		SP:Iteration 63Q (78654.340000 sec): 3 clusters
  Score: Raw -12572942.491446 + Penalty 3829.660488 = -12569112.830958
  nChanged 97
		SP:Iteration 64Q (78655.450000 sec): 3 clusters
  Score: Raw -12572958.248337 + Penalty 3829.660488 = -12569128.587849
  nChanged 92
		SP:Iteration 65Q (78656.480000 sec): 3 clusters
  Score: Raw -12572975.251764 + Penalty 3829.660488 = -12569145.591276
  nChanged 96
		SP:Iteration 66Q (78657.560000 sec): 3 clusters
  Score: Raw -12572992.681534 + Penalty 3829.660488 = -12569163.021046
  nChanged 81
		SP:Iteration 67Q (78658.600000 sec): 3 clusters
  Score: Raw -12573006.736921 + Penalty 3829.660488 = -12569177.076433
  nChanged 76
		SP:Iteration 68Q (78659.640000 sec): 3 clusters
  Score: Raw -12573018.897849 + Penalty 3829.660488 = -12569189.237361
  nChanged 78
		SP:Iteration 69Q (78660.720000 sec): 3 clusters
  Score: Raw -12573032.575217 + Penalty 3829.660488 = -12569202.914729
  nChanged 84
		SP:Iteration 70Q (78661.780000 sec): 3 clusters
  Score: Raw -12573046.979875 + Penalty 3829.660488 = -12569217.319387
  nChanged 61
		SP:Iteration 71Q (78662.810000 sec): 3 clusters
  Score: Raw -12573055.694297 + Penalty 3829.660488 = -12569226.033809
  nChanged 48
		SP:Iteration 72Q (78663.920000 sec): 3 clusters
  Score: Raw -12573062.711023 + Penalty 3829.660488 = -12569233.050535
  nChanged 44
		SP:Iteration 73Q (78664.980000 sec): 3 clusters
  Score: Raw -12573068.538996 + Penalty 3829.660488 = -12569238.878508
  nChanged 32
		SP:Iteration 74Q (78666.010000 sec): 3 clusters
  Score: Raw -12573072.335323 + Penalty 3829.660488 = -12569242.674835
  nChanged 21
		SP:Iteration 75Q (78667.050000 sec): 3 clusters
  Score: Raw -12573075.165725 + Penalty 3829.660488 = -12569245.505238
  nChanged 22
		SP:Iteration 76Q (78668.130000 sec): 3 clusters
  Score: Raw -12573077.221852 + Penalty 3829.660488 = -12569247.561364
  nChanged 19
		SP:Iteration 77Q (78669.190000 sec): 3 clusters
  Score: Raw -12573079.835653 + Penalty 3829.660488 = -12569250.175165
  nChanged 17
		SP:Iteration 78Q (78670.220000 sec): 3 clusters
  Score: Raw -12573082.036499 + Penalty 3829.660488 = -12569252.376011
  nChanged 14
		SP:Iteration 79Q (78671.300000 sec): 3 clusters
  Score: Raw -12573083.653243 + Penalty 3829.660488 = -12569253.992755
  nChanged 13
		SP:Iteration 80F (78672.470000 sec): 3 clusters
  Score: Raw -12573084.912607 + Penalty 3829.660488 = -12569255.252119
  nChanged 14
		SP:Iteration 81Q (78673.520000 sec): 3 clusters
  Score: Raw -12573086.706134 + Penalty 3829.660488 = -12569257.045646
  nChanged 11
		SP:Iteration 82Q (78674.560000 sec): 3 clusters
  Score: Raw -12573087.679868 + Penalty 3829.660488 = -12569258.019380
  nChanged 7
		SP:Iteration 83Q (78675.640000 sec): 3 clusters
  Score: Raw -12573088.477457 + Penalty 3829.660488 = -12569258.816969
  nChanged 8
		SP:Iteration 84Q (78676.680000 sec): 3 clusters
  Score: Raw -12573089.060589 + Penalty 3829.660488 = -12569259.400101
  nChanged 2
		SP:Iteration 85Q (78677.710000 sec): 3 clusters
  Score: Raw -12573089.222516 + Penalty 3829.660488 = -12569259.562028
  nChanged 2
		SP:Iteration 86Q (78678.780000 sec): 3 clusters
  Score: Raw -12573089.382303 + Penalty 3829.660488 = -12569259.721815
  nChanged 4
		SP:Iteration 87Q (78679.840000 sec): 3 clusters
  Score: Raw -12573089.674549 + Penalty 3829.660488 = -12569260.014061
  nChanged 3
		SP:Iteration 88Q (78680.870000 sec): 3 clusters
  Score: Raw -12573089.977260 + Penalty 3829.660488 = -12569260.316772
  nChanged 6
		SP:Iteration 89Q (78681.950000 sec): 3 clusters
  Score: Raw -12573090.481066 + Penalty 3829.660488 = -12569260.820578
  nChanged 2
		SP:Iteration 90Q (78683.010000 sec): 3 clusters
  Score: Raw -12573090.588607 + Penalty 3829.660488 = -12569260.928119
  nChanged 1
		SP:Iteration 91Q (78684.050000 sec): 3 clusters
  Score: Raw -12573090.672449 + Penalty 3829.660488 = -12569261.011961
  nChanged 3
		SP:Iteration 92Q (78685.130000 sec): 3 clusters
  Score: Raw -12573090.857485 + Penalty 3829.660488 = -12569261.196997
  nChanged 0
		SP:Iteration 93F (78686.290000 sec): 3 clusters
  Score: Raw -12573090.857485 + Penalty 3829.660488 = -12569261.196997
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78686.600000 sec): 2 clusters
  Score: Raw -3816638.906045 + Penalty 1706.395350 = -3814932.510695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78687.030000 sec): 3 clusters
  Score: Raw -3794032.503447 + Penalty 3412.790700 = -3790619.712747
  nChanged 16905
		SP:Iteration 1F (78687.460000 sec): 3 clusters
  Score: Raw -3803435.088411 + Penalty 3412.790700 = -3800022.297711
  nChanged 1535
		SP:Iteration 2Q (78687.910000 sec): 3 clusters
  Score: Raw -3803917.345719 + Penalty 3412.790700 = -3800504.555019
  nChanged 1548
		SP:Iteration 3Q (78688.360000 sec): 3 clusters
  Score: Raw -3804439.537093 + Penalty 3412.790700 = -3801026.746393
  nChanged 1492
		SP:Iteration 4Q (78688.790000 sec): 3 clusters
  Score: Raw -3804948.528112 + Penalty 3412.790700 = -3801535.737412
  nChanged 1505
		SP:Iteration 5Q (78689.220000 sec): 3 clusters
  Score: Raw -3805464.614680 + Penalty 3412.790700 = -3802051.823980
  nChanged 1507
		SP:Iteration 6Q (78689.650000 sec): 3 clusters
  Score: Raw -3806026.202490 + Penalty 3412.790700 = -3802613.411791
  nChanged 1558
		SP:Iteration 7Q (78690.100000 sec): 3 clusters
  Score: Raw -3806638.100331 + Penalty 3412.790700 = -3803225.309631
  nChanged 1608
		SP:Iteration 8Q (78690.520000 sec): 3 clusters
  Score: Raw -3807314.967731 + Penalty 3412.790700 = -3803902.177031
  nChanged 1709
		SP:Iteration 9Q (78690.940000 sec): 3 clusters
  Score: Raw -3808030.662481 + Penalty 3412.790700 = -3804617.871782
  nChanged 1633
		SP:Iteration 10Q (78691.380000 sec): 3 clusters
  Score: Raw -3808729.164132 + Penalty 3412.790700 = -3805316.373432
  nChanged 1556
		SP:Iteration 11Q (78691.810000 sec): 3 clusters
  Score: Raw -3809437.955902 + Penalty 3412.790700 = -3806025.165202
  nChanged 1443
		SP:Iteration 12Q (78692.230000 sec): 3 clusters
  Score: Raw -3810152.917609 + Penalty 3412.790700 = -3806740.126909
  nChanged 1303
		SP:Iteration 13Q (78692.680000 sec): 3 clusters
  Score: Raw -3810879.369926 + Penalty 3412.790700 = -3807466.579227
  nChanged 1201
		SP:Iteration 14Q (78693.100000 sec): 3 clusters
  Score: Raw -3811609.664430 + Penalty 3412.790700 = -3808196.873730
  nChanged 1143
		SP:Iteration 15Q (78693.540000 sec): 3 clusters
  Score: Raw -3812270.433450 + Penalty 3412.790700 = -3808857.642750
  nChanged 981
		SP:Iteration 16Q (78693.960000 sec): 3 clusters
  Score: Raw -3812778.389223 + Penalty 3412.790700 = -3809365.598523
  nChanged 885
		SP:Iteration 17Q (78694.390000 sec): 3 clusters
  Score: Raw -3813202.480664 + Penalty 3412.790700 = -3809789.689964
  nChanged 816
		SP:Iteration 18Q (78694.810000 sec): 3 clusters
  Score: Raw -3813578.897145 + Penalty 3412.790700 = -3810166.106445
  nChanged 783
		SP:Iteration 19Q (78695.240000 sec): 3 clusters
  Score: Raw -3813958.894563 + Penalty 3412.790700 = -3810546.103863
  nChanged 778
		SP:Iteration 20F (78695.620000 sec): 3 clusters
  Score: Raw -3814363.023998 + Penalty 3412.790700 = -3810950.233298
  nChanged 739
		SP:Iteration 21Q (78696.010000 sec): 3 clusters
  Score: Raw -3814768.677228 + Penalty 3412.790700 = -3811355.886528
  nChanged 705
		SP:Iteration 22Q (78696.420000 sec): 3 clusters
  Score: Raw -3815183.390499 + Penalty 3412.790700 = -3811770.599800
  nChanged 661
		SP:Iteration 23Q (78696.820000 sec): 3 clusters
  Score: Raw -3815598.877792 + Penalty 3412.790700 = -3812186.087093
  nChanged 579
		SP:Iteration 24Q (78697.180000 sec): 3 clusters
  Score: Raw -3815954.059852 + Penalty 3412.790700 = -3812541.269152
  nChanged 501
		SP:Iteration 25Q (78697.580000 sec): 3 clusters
  Score: Raw -3816252.514620 + Penalty 3412.790700 = -3812839.723920
  nChanged 406
		SP:Iteration 26Q (78697.930000 sec): 3 clusters
  Score: Raw -3816484.989602 + Penalty 3412.790700 = -3813072.198903
  nChanged 299
		SP:Iteration 27Q (78698.330000 sec): 3 clusters
  Score: Raw -3816628.989794 + Penalty 3412.790700 = -3813216.199094
  nChanged 221
		SP:Iteration 28Q (78698.680000 sec): 3 clusters
  Score: Raw -3816716.728988 + Penalty 3412.790700 = -3813303.938289
  nChanged 174
		SP:Iteration 29Q (78699.070000 sec): 3 clusters
  Score: Raw -3816777.620685 + Penalty 3412.790700 = -3813364.829985
  nChanged 138
		SP:Iteration 30Q (78699.420000 sec): 3 clusters
  Score: Raw -3816820.681720 + Penalty 3412.790700 = -3813407.891021
  nChanged 105
		SP:Iteration 31Q (78699.810000 sec): 3 clusters
  Score: Raw -3816852.615656 + Penalty 3412.790700 = -3813439.824956
  nChanged 98
		SP:Iteration 32Q (78700.160000 sec): 3 clusters
  Score: Raw -3816881.016493 + Penalty 3412.790700 = -3813468.225793
  nChanged 75
		SP:Iteration 33Q (78700.550000 sec): 3 clusters
  Score: Raw -3816901.476534 + Penalty 3412.790700 = -3813488.685834
  nChanged 69
		SP:Iteration 34Q (78700.900000 sec): 3 clusters
  Score: Raw -3816918.801739 + Penalty 3412.790700 = -3813506.011039
  nChanged 57
		SP:Iteration 35Q (78701.290000 sec): 3 clusters
  Score: Raw -3816931.784018 + Penalty 3412.790700 = -3813518.993318
  nChanged 46
		SP:Iteration 36Q (78701.640000 sec): 3 clusters
  Score: Raw -3816941.801860 + Penalty 3412.790700 = -3813529.011160
  nChanged 43
		SP:Iteration 37Q (78702.030000 sec): 3 clusters
  Score: Raw -3816950.990671 + Penalty 3412.790700 = -3813538.199971
  nChanged 43
		SP:Iteration 38Q (78702.380000 sec): 3 clusters
  Score: Raw -3816960.140242 + Penalty 3412.790700 = -3813547.349542
  nChanged 41
		SP:Iteration 39Q (78702.770000 sec): 3 clusters
  Score: Raw -3816969.558035 + Penalty 3412.790700 = -3813556.767335
  nChanged 38
		SP:Iteration 40F (78703.150000 sec): 3 clusters
  Score: Raw -3816978.777159 + Penalty 3412.790700 = -3813565.986460
  nChanged 47
		SP:Iteration 41Q (78703.520000 sec): 3 clusters
  Score: Raw -3816989.613237 + Penalty 3412.790700 = -3813576.822537
  nChanged 40
		SP:Iteration 42Q (78703.870000 sec): 3 clusters
  Score: Raw -3817000.290367 + Penalty 3412.790700 = -3813587.499667
  nChanged 53
		SP:Iteration 43Q (78704.260000 sec): 3 clusters
  Score: Raw -3817017.048875 + Penalty 3412.790700 = -3813604.258175
  nChanged 53
		SP:Iteration 44Q (78704.610000 sec): 3 clusters
  Score: Raw -3817031.605013 + Penalty 3412.790700 = -3813618.814313
  nChanged 46
		SP:Iteration 45Q (78705.000000 sec): 3 clusters
  Score: Raw -3817042.462219 + Penalty 3412.790700 = -3813629.671519
  nChanged 30
		SP:Iteration 46Q (78705.350000 sec): 3 clusters
  Score: Raw -3817048.727747 + Penalty 3412.790700 = -3813635.937047
  nChanged 30
		SP:Iteration 47Q (78705.750000 sec): 3 clusters
  Score: Raw -3817054.806002 + Penalty 3412.790700 = -3813642.015302
  nChanged 25
		SP:Iteration 48Q (78706.090000 sec): 3 clusters
  Score: Raw -3817059.377398 + Penalty 3412.790700 = -3813646.586698
  nChanged 20
		SP:Iteration 49Q (78706.490000 sec): 3 clusters
  Score: Raw -3817062.593131 + Penalty 3412.790700 = -3813649.802431
  nChanged 19
		SP:Iteration 50Q (78706.830000 sec): 3 clusters
  Score: Raw -3817066.375780 + Penalty 3412.790700 = -3813653.585080
  nChanged 17
		SP:Iteration 51Q (78707.220000 sec): 3 clusters
  Score: Raw -3817069.138853 + Penalty 3412.790700 = -3813656.348154
  nChanged 16
		SP:Iteration 52Q (78707.590000 sec): 3 clusters
  Score: Raw -3817072.460741 + Penalty 3412.790700 = -3813659.670042
  nChanged 18
		SP:Iteration 53Q (78707.970000 sec): 3 clusters
  Score: Raw -3817075.808731 + Penalty 3412.790700 = -3813663.018031
  nChanged 14
		SP:Iteration 54Q (78708.320000 sec): 3 clusters
  Score: Raw -3817078.253132 + Penalty 3412.790700 = -3813665.462433
  nChanged 11
		SP:Iteration 55Q (78708.710000 sec): 3 clusters
  Score: Raw -3817080.509401 + Penalty 3412.790700 = -3813667.718701
  nChanged 11
		SP:Iteration 56Q (78709.080000 sec): 3 clusters
  Score: Raw -3817082.440653 + Penalty 3412.790700 = -3813669.649953
  nChanged 11
		SP:Iteration 57Q (78709.470000 sec): 3 clusters
  Score: Raw -3817084.252854 + Penalty 3412.790700 = -3813671.462154
  nChanged 9
		SP:Iteration 58Q (78709.820000 sec): 3 clusters
  Score: Raw -3817086.002186 + Penalty 3412.790700 = -3813673.211486
  nChanged 7
		SP:Iteration 59Q (78710.210000 sec): 3 clusters
  Score: Raw -3817086.845726 + Penalty 3412.790700 = -3813674.055026
  nChanged 7
		SP:Iteration 60F (78710.580000 sec): 3 clusters
  Score: Raw -3817087.675003 + Penalty 3412.790700 = -3813674.884304
  nChanged 5
		SP:Iteration 61Q (78710.980000 sec): 3 clusters
  Score: Raw -3817088.197267 + Penalty 3412.790700 = -3813675.406567
  nChanged 1
		SP:Iteration 62Q (78711.320000 sec): 3 clusters
  Score: Raw -3817088.269776 + Penalty 3412.790700 = -3813675.479076
  nChanged 2
		SP:Iteration 63Q (78711.720000 sec): 3 clusters
  Score: Raw -3817088.700204 + Penalty 3412.790700 = -3813675.909504
  nChanged 4
		SP:Iteration 64Q (78712.070000 sec): 3 clusters
  Score: Raw -3817089.397002 + Penalty 3412.790700 = -3813676.606302
  nChanged 2
		SP:Iteration 65Q (78712.460000 sec): 3 clusters
  Score: Raw -3817089.843822 + Penalty 3412.790700 = -3813677.053122
  nChanged 3
		SP:Iteration 66Q (78712.810000 sec): 3 clusters
  Score: Raw -3817090.569194 + Penalty 3412.790700 = -3813677.778495
  nChanged 4
		SP:Iteration 67Q (78713.200000 sec): 3 clusters
  Score: Raw -3817091.102471 + Penalty 3412.790700 = -3813678.311771
  nChanged 2
		SP:Iteration 68Q (78713.540000 sec): 3 clusters
  Score: Raw -3817091.314524 + Penalty 3412.790700 = -3813678.523824
  nChanged 1
		SP:Iteration 69Q (78713.890000 sec): 3 clusters
  Score: Raw -3817091.341369 + Penalty 3412.790700 = -3813678.550669
  nChanged 0
		SP:Iteration 70F (78714.320000 sec): 3 clusters
  Score: Raw -3817091.341369 + Penalty 3412.790700 = -3813678.550669
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78714.440000 sec): 2 clusters
  Score: Raw -1423438.184294 + Penalty 1543.874909 = -1421894.309385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78714.650000 sec): 3 clusters
  Score: Raw -1415614.963719 + Penalty 3087.749818 = -1412527.213901
  nChanged 5887
		SP:Iteration 1F (78714.850000 sec): 3 clusters
  Score: Raw -1418734.645312 + Penalty 3087.749818 = -1415646.895495
  nChanged 705
		SP:Iteration 2F (78715.060000 sec): 3 clusters
  Score: Raw -1418976.347432 + Penalty 3087.749818 = -1415888.597614
  nChanged 566
		SP:Iteration 3Q (78715.290000 sec): 3 clusters
  Score: Raw -1419147.939186 + Penalty 3087.749818 = -1416060.189368
  nChanged 486
		SP:Iteration 4Q (78715.530000 sec): 3 clusters
  Score: Raw -1419300.506287 + Penalty 3087.749818 = -1416212.756469
  nChanged 447
		SP:Iteration 5Q (78715.720000 sec): 3 clusters
  Score: Raw -1419443.837436 + Penalty 3087.749818 = -1416356.087619
  nChanged 427
		SP:Iteration 6Q (78715.920000 sec): 3 clusters
  Score: Raw -1419589.022173 + Penalty 3087.749818 = -1416501.272356
  nChanged 423
		SP:Iteration 7Q (78716.150000 sec): 3 clusters
  Score: Raw -1419741.461835 + Penalty 3087.749818 = -1416653.712017
  nChanged 452
		SP:Iteration 8Q (78716.350000 sec): 3 clusters
  Score: Raw -1419934.166859 + Penalty 3087.749818 = -1416846.417041
  nChanged 508
		SP:Iteration 9Q (78716.540000 sec): 3 clusters
  Score: Raw -1420193.013330 + Penalty 3087.749818 = -1417105.263512
  nChanged 591
		SP:Iteration 10Q (78716.780000 sec): 3 clusters
  Score: Raw -1420535.738056 + Penalty 3087.749818 = -1417447.988239
  nChanged 696
		SP:Iteration 11F (78716.960000 sec): 3 clusters
  Score: Raw -1421003.300476 + Penalty 3087.749818 = -1417915.550658
  nChanged 703
		SP:Iteration 12F (78717.190000 sec): 3 clusters
  Score: Raw -1421511.750528 + Penalty 3087.749818 = -1418424.000710
  nChanged 680
		SP:Iteration 13F (78717.420000 sec): 3 clusters
  Score: Raw -1422047.319311 + Penalty 3087.749818 = -1418959.569494
  nChanged 615
		SP:Iteration 14Q (78717.600000 sec): 3 clusters
  Score: Raw -1422588.557247 + Penalty 3087.749818 = -1419500.807429
  nChanged 450
		SP:Iteration 15Q (78717.830000 sec): 3 clusters
  Score: Raw -1422993.223649 + Penalty 3087.749818 = -1419905.473832
  nChanged 276
		SP:Iteration 16Q (78718.000000 sec): 3 clusters
  Score: Raw -1423248.561398 + Penalty 3087.749818 = -1420160.811580
  nChanged 153
		SP:Iteration 17Q (78718.200000 sec): 3 clusters
  Score: Raw -1423414.787869 + Penalty 3087.749818 = -1420327.038051
  nChanged 81
		SP:Iteration 18Q (78718.380000 sec): 3 clusters
  Score: Raw -1423498.397709 + Penalty 3087.749818 = -1420410.647892
  nChanged 47
		SP:Iteration 19Q (78718.640000 sec): 3 clusters
  Score: Raw -1423548.949013 + Penalty 3087.749818 = -1420461.199195
  nChanged 23
		SP:Iteration 20F (78718.860000 sec): 3 clusters
  Score: Raw -1423572.845337 + Penalty 3087.749818 = -1420485.095519
  nChanged 16
		SP:Iteration 21Q (78719.050000 sec): 3 clusters
  Score: Raw -1423591.575411 + Penalty 3087.749818 = -1420503.825593
  nChanged 12
		SP:Iteration 22Q (78719.230000 sec): 3 clusters
  Score: Raw -1423605.744876 + Penalty 3087.749818 = -1420517.995058
  nChanged 12
		SP:Iteration 23Q (78719.430000 sec): 3 clusters
  Score: Raw -1423619.924370 + Penalty 3087.749818 = -1420532.174553
  nChanged 7
		SP:Iteration 24Q (78719.600000 sec): 3 clusters
  Score: Raw -1423628.539450 + Penalty 3087.749818 = -1420540.789632
  nChanged 1
		SP:Iteration 25Q (78719.780000 sec): 3 clusters
  Score: Raw -1423629.244493 + Penalty 3087.749818 = -1420541.494675
  nChanged 0
		SP:Iteration 26F (78719.960000 sec): 3 clusters
  Score: Raw -1423629.244493 + Penalty 3087.749818 = -1420541.494675
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (113997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78720.750000 sec): 2 clusters
  Score: Raw -11904480.419307 + Penalty 1892.138204 = -11902588.281103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78721.930000 sec): 3 clusters
  Score: Raw -11830046.964786 + Penalty 3784.276409 = -11826262.688377
  nChanged 54503
		SP:Iteration 1F (78723.060000 sec): 3 clusters
  Score: Raw -11862086.535657 + Penalty 3784.276409 = -11858302.259248
  nChanged 3996
		SP:Iteration 2Q (78724.250000 sec): 3 clusters
  Score: Raw -11863124.064413 + Penalty 3784.276409 = -11859339.788004
  nChanged 4369
		SP:Iteration 3Q (78725.470000 sec): 3 clusters
  Score: Raw -11864518.706712 + Penalty 3784.276409 = -11860734.430303
  nChanged 5308
		SP:Iteration 4Q (78726.650000 sec): 3 clusters
  Score: Raw -11866710.119528 + Penalty 3784.276409 = -11862925.843119
  nChanged 6664
		SP:Iteration 5F (78727.850000 sec): 3 clusters
  Score: Raw -11870406.438988 + Penalty 3784.276409 = -11866622.162579
  nChanged 8365
		SP:Iteration 6F (78729.000000 sec): 3 clusters
  Score: Raw -11876344.027677 + Penalty 3784.276409 = -11872559.751268
  nChanged 9481
		SP:Iteration 7F (78730.160000 sec): 3 clusters
  Score: Raw -11884526.168360 + Penalty 3784.276409 = -11880741.891951
  nChanged 8940
		SP:Iteration 8F (78731.320000 sec): 3 clusters
  Score: Raw -11892982.905708 + Penalty 3784.276409 = -11889198.629300
  nChanged 6497
		SP:Iteration 9F (78732.470000 sec): 3 clusters
  Score: Raw -11899351.910321 + Penalty 3784.276409 = -11895567.633913
  nChanged 3540
		SP:Iteration 10Q (78733.570000 sec): 3 clusters
  Score: Raw -11902759.493456 + Penalty 3784.276409 = -11898975.217047
  nChanged 1354
		SP:Iteration 11Q (78734.570000 sec): 3 clusters
  Score: Raw -11904010.786473 + Penalty 3784.276409 = -11900226.510064
  nChanged 437
		SP:Iteration 12Q (78735.530000 sec): 3 clusters
  Score: Raw -11904437.978633 + Penalty 3784.276409 = -11900653.702224
  nChanged 120
		SP:Iteration 13Q (78736.530000 sec): 3 clusters
  Score: Raw -11904578.860985 + Penalty 3784.276409 = -11900794.584576
  nChanged 54
		SP:Iteration 14Q (78737.530000 sec): 3 clusters
  Score: Raw -11904634.173359 + Penalty 3784.276409 = -11900849.896950
  nChanged 21
		SP:Iteration 15Q (78738.470000 sec): 3 clusters
  Score: Raw -11904665.578567 + Penalty 3784.276409 = -11900881.302159
  nChanged 20
		SP:Iteration 16Q (78739.430000 sec): 3 clusters
  Score: Raw -11904694.121941 + Penalty 3784.276409 = -11900909.845533
  nChanged 12
		SP:Iteration 17Q (78740.360000 sec): 3 clusters
  Score: Raw -11904708.352240 + Penalty 3784.276409 = -11900924.075831
  nChanged 7
		SP:Iteration 18Q (78741.320000 sec): 3 clusters
  Score: Raw -11904717.381667 + Penalty 3784.276409 = -11900933.105258
  nChanged 8
		SP:Iteration 19Q (78742.320000 sec): 3 clusters
  Score: Raw -11904724.096167 + Penalty 3784.276409 = -11900939.819759
  nChanged 4
		SP:Iteration 20F (78743.420000 sec): 3 clusters
  Score: Raw -11904730.739918 + Penalty 3784.276409 = -11900946.463510
  nChanged 4
		SP:Iteration 21Q (78744.400000 sec): 3 clusters
  Score: Raw -11904738.610518 + Penalty 3784.276409 = -11900954.334109
  nChanged 6
		SP:Iteration 22Q (78745.380000 sec): 3 clusters
  Score: Raw -11904742.757759 + Penalty 3784.276409 = -11900958.481350
  nChanged 1
		SP:Iteration 23Q (78746.320000 sec): 3 clusters
  Score: Raw -11904745.018728 + Penalty 3784.276409 = -11900960.742319
  nChanged 2
		SP:Iteration 24Q (78747.310000 sec): 3 clusters
  Score: Raw -11904748.644800 + Penalty 3784.276409 = -11900964.368391
  nChanged 3
		SP:Iteration 25Q (78748.250000 sec): 3 clusters
  Score: Raw -11904751.589675 + Penalty 3784.276409 = -11900967.313266
  nChanged 0
		SP:Iteration 26F (78749.370000 sec): 3 clusters
  Score: Raw -11904751.589675 + Penalty 3784.276409 = -11900967.313266
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (8920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78749.490000 sec): 2 clusters
  Score: Raw -962799.293640 + Penalty 1478.108324 = -961321.185316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78749.620000 sec): 3 clusters
  Score: Raw -957809.623162 + Penalty 2956.216648 = -954853.406514
  nChanged 3802
		SP:Iteration 1F (78749.760000 sec): 3 clusters
  Score: Raw -959852.635839 + Penalty 2956.216648 = -956896.419191
  nChanged 570
		SP:Iteration 2F (78749.910000 sec): 3 clusters
  Score: Raw -960089.963313 + Penalty 2956.216648 = -957133.746665
  nChanged 444
		SP:Iteration 3Q (78750.050000 sec): 3 clusters
  Score: Raw -960270.589440 + Penalty 2956.216648 = -957314.372792
  nChanged 389
		SP:Iteration 4Q (78750.180000 sec): 3 clusters
  Score: Raw -960439.803463 + Penalty 2956.216648 = -957483.586815
  nChanged 384
		SP:Iteration 5Q (78750.330000 sec): 3 clusters
  Score: Raw -960620.727176 + Penalty 2956.216648 = -957664.510527
  nChanged 382
		SP:Iteration 6Q (78750.480000 sec): 3 clusters
  Score: Raw -960837.081846 + Penalty 2956.216648 = -957880.865198
  nChanged 389
		SP:Iteration 7Q (78750.630000 sec): 3 clusters
  Score: Raw -961073.168393 + Penalty 2956.216648 = -958116.951745
  nChanged 406
		SP:Iteration 8Q (78750.770000 sec): 3 clusters
  Score: Raw -961339.023916 + Penalty 2956.216648 = -958382.807267
  nChanged 410
		SP:Iteration 9Q (78750.910000 sec): 3 clusters
  Score: Raw -961644.950030 + Penalty 2956.216648 = -958688.733382
  nChanged 372
		SP:Iteration 10Q (78751.060000 sec): 3 clusters
  Score: Raw -961941.037258 + Penalty 2956.216648 = -958984.820610
  nChanged 326
		SP:Iteration 11Q (78751.200000 sec): 3 clusters
  Score: Raw -962224.241425 + Penalty 2956.216648 = -959268.024776
  nChanged 246
		SP:Iteration 12Q (78751.350000 sec): 3 clusters
  Score: Raw -962457.932500 + Penalty 2956.216648 = -959501.715852
  nChanged 189
		SP:Iteration 13Q (78751.480000 sec): 3 clusters
  Score: Raw -962626.504293 + Penalty 2956.216648 = -959670.287645
  nChanged 126
		SP:Iteration 14Q (78751.600000 sec): 3 clusters
  Score: Raw -962727.692893 + Penalty 2956.216648 = -959771.476244
  nChanged 80
		SP:Iteration 15Q (78751.730000 sec): 3 clusters
  Score: Raw -962784.979219 + Penalty 2956.216648 = -959828.762571
  nChanged 62
		SP:Iteration 16Q (78751.870000 sec): 3 clusters
  Score: Raw -962834.566386 + Penalty 2956.216648 = -959878.349737
  nChanged 42
		SP:Iteration 17Q (78752.000000 sec): 3 clusters
  Score: Raw -962868.731413 + Penalty 2956.216648 = -959912.514765
  nChanged 31
		SP:Iteration 18Q (78752.140000 sec): 3 clusters
  Score: Raw -962889.894670 + Penalty 2956.216648 = -959933.678021
  nChanged 13
		SP:Iteration 19Q (78752.280000 sec): 3 clusters
  Score: Raw -962897.686693 + Penalty 2956.216648 = -959941.470045
  nChanged 10
		SP:Iteration 20F (78752.420000 sec): 3 clusters
  Score: Raw -962904.224594 + Penalty 2956.216648 = -959948.007946
  nChanged 10
		SP:Iteration 21Q (78752.540000 sec): 3 clusters
  Score: Raw -962910.662694 + Penalty 2956.216648 = -959954.446045
  nChanged 9
		SP:Iteration 22Q (78752.670000 sec): 3 clusters
  Score: Raw -962915.559873 + Penalty 2956.216648 = -959959.343224
  nChanged 4
		SP:Iteration 23Q (78752.800000 sec): 3 clusters
  Score: Raw -962917.531417 + Penalty 2956.216648 = -959961.314769
  nChanged 1
		SP:Iteration 24Q (78752.930000 sec): 3 clusters
  Score: Raw -962918.496374 + Penalty 2956.216648 = -959962.279725
  nChanged 4
		SP:Iteration 25Q (78753.070000 sec): 3 clusters
  Score: Raw -962920.440781 + Penalty 2956.216648 = -959964.224133
  nChanged 4
		SP:Iteration 26Q (78753.200000 sec): 3 clusters
  Score: Raw -962923.295416 + Penalty 2956.216648 = -959967.078767
  nChanged 5
		SP:Iteration 27Q (78753.340000 sec): 3 clusters
  Score: Raw -962928.039437 + Penalty 2956.216648 = -959971.822789
  nChanged 4
		SP:Iteration 28Q (78753.470000 sec): 3 clusters
  Score: Raw -962931.004689 + Penalty 2956.216648 = -959974.788041
  nChanged 5
		SP:Iteration 29Q (78753.610000 sec): 3 clusters
  Score: Raw -962935.554349 + Penalty 2956.216648 = -959979.337701
  nChanged 7
		SP:Iteration 30Q (78753.740000 sec): 3 clusters
  Score: Raw -962939.808472 + Penalty 2956.216648 = -959983.591823
  nChanged 8
		SP:Iteration 31Q (78753.850000 sec): 3 clusters
  Score: Raw -962943.551846 + Penalty 2956.216648 = -959987.335198
  nChanged 4
		SP:Iteration 32Q (78753.980000 sec): 3 clusters
  Score: Raw -962946.331264 + Penalty 2956.216648 = -959990.114616
  nChanged 3
		SP:Iteration 33Q (78754.120000 sec): 3 clusters
  Score: Raw -962948.194173 + Penalty 2956.216648 = -959991.977525
  nChanged 2
		SP:Iteration 34Q (78754.250000 sec): 3 clusters
  Score: Raw -962949.879318 + Penalty 2956.216648 = -959993.662670
  nChanged 3
		SP:Iteration 35Q (78754.380000 sec): 3 clusters
  Score: Raw -962952.419462 + Penalty 2956.216648 = -959996.202813
  nChanged 0
		SP:Iteration 36F (78754.530000 sec): 3 clusters
  Score: Raw -962952.419462 + Penalty 2956.216648 = -959996.202813
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78754.600000 sec): 2 clusters
  Score: Raw -159635.143555 + Penalty 1219.374121 = -158415.769433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78754.640000 sec): 3 clusters
  Score: Raw -158926.683527 + Penalty 2438.748243 = -156487.935284
  nChanged 634
		SP:Iteration 1F (78754.670000 sec): 3 clusters
  Score: Raw -159435.215497 + Penalty 2438.748243 = -156996.467255
  nChanged 150
		SP:Iteration 2F (78754.710000 sec): 3 clusters
  Score: Raw -159614.727734 + Penalty 2438.748243 = -157175.979491
  nChanged 97
		SP:Iteration 3F (78754.740000 sec): 3 clusters
  Score: Raw -159738.276702 + Penalty 2438.748243 = -157299.528459
  nChanged 90
		SP:Iteration 4Q (78754.780000 sec): 3 clusters
  Score: Raw -159843.779923 + Penalty 2438.748243 = -157405.031680
  nChanged 73
		SP:Iteration 5Q (78754.810000 sec): 3 clusters
  Score: Raw -159914.086006 + Penalty 2438.748243 = -157475.337764
  nChanged 56
		SP:Iteration 6Q (78754.850000 sec): 3 clusters
  Score: Raw -159963.061860 + Penalty 2438.748243 = -157524.313617
  nChanged 58
		SP:Iteration 7Q (78754.880000 sec): 3 clusters
  Score: Raw -160026.239899 + Penalty 2438.748243 = -157587.491656
  nChanged 61
		SP:Iteration 8Q (78754.920000 sec): 3 clusters
  Score: Raw -160104.898375 + Penalty 2438.748243 = -157666.150132
  nChanged 64
		SP:Iteration 9Q (78754.950000 sec): 3 clusters
  Score: Raw -160185.769477 + Penalty 2438.748243 = -157747.021235
  nChanged 49
		SP:Iteration 10Q (78754.980000 sec): 3 clusters
  Score: Raw -160264.977602 + Penalty 2438.748243 = -157826.229360
  nChanged 47
		SP:Iteration 11Q (78755.020000 sec): 3 clusters
  Score: Raw -160323.053630 + Penalty 2438.748243 = -157884.305388
  nChanged 32
		SP:Iteration 12Q (78755.050000 sec): 3 clusters
  Score: Raw -160357.036427 + Penalty 2438.748243 = -157918.288184
  nChanged 25
		SP:Iteration 13Q (78755.080000 sec): 3 clusters
  Score: Raw -160377.928711 + Penalty 2438.748243 = -157939.180468
  nChanged 17
		SP:Iteration 14Q (78755.120000 sec): 3 clusters
  Score: Raw -160391.289519 + Penalty 2438.748243 = -157952.541276
  nChanged 11
		SP:Iteration 15Q (78755.160000 sec): 3 clusters
  Score: Raw -160399.986626 + Penalty 2438.748243 = -157961.238383
  nChanged 7
		SP:Iteration 16Q (78755.190000 sec): 3 clusters
  Score: Raw -160405.431418 + Penalty 2438.748243 = -157966.683175
  nChanged 12
		SP:Iteration 17Q (78755.220000 sec): 3 clusters
  Score: Raw -160415.256883 + Penalty 2438.748243 = -157976.508641
  nChanged 8
		SP:Iteration 18Q (78755.260000 sec): 3 clusters
  Score: Raw -160418.284871 + Penalty 2438.748243 = -157979.536628
  nChanged 5
		SP:Iteration 19Q (78755.290000 sec): 3 clusters
  Score: Raw -160419.996238 + Penalty 2438.748243 = -157981.247995
  nChanged 1
		SP:Iteration 20F (78755.320000 sec): 3 clusters
  Score: Raw -160420.586924 + Penalty 2438.748243 = -157981.838681
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78755.400000 sec): 2 clusters
  Score: Raw -370815.787454 + Penalty 1336.818190 = -369478.969264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78755.480000 sec): 3 clusters
  Score: Raw -368928.569764 + Penalty 2673.636379 = -366254.933385
  nChanged 1498
		SP:Iteration 1F (78755.550000 sec): 3 clusters
  Score: Raw -369736.669588 + Penalty 2673.636379 = -367063.033209
  nChanged 283
		SP:Iteration 2F (78755.620000 sec): 3 clusters
  Score: Raw -369912.019436 + Penalty 2673.636379 = -367238.383057
  nChanged 211
		SP:Iteration 3F (78755.690000 sec): 3 clusters
  Score: Raw -370033.483259 + Penalty 2673.636379 = -367359.846880
  nChanged 159
		SP:Iteration 4Q (78755.760000 sec): 3 clusters
  Score: Raw -370137.114877 + Penalty 2673.636379 = -367463.478498
  nChanged 162
		SP:Iteration 5Q (78755.840000 sec): 3 clusters
  Score: Raw -370249.438436 + Penalty 2673.636379 = -367575.802056
  nChanged 152
		SP:Iteration 6Q (78755.910000 sec): 3 clusters
  Score: Raw -370346.107656 + Penalty 2673.636379 = -367672.471277
  nChanged 128
		SP:Iteration 7Q (78755.980000 sec): 3 clusters
  Score: Raw -370426.688392 + Penalty 2673.636379 = -367753.052012
  nChanged 121
		SP:Iteration 8Q (78756.050000 sec): 3 clusters
  Score: Raw -370500.730588 + Penalty 2673.636379 = -367827.094208
  nChanged 110
		SP:Iteration 9Q (78756.120000 sec): 3 clusters
  Score: Raw -370567.384208 + Penalty 2673.636379 = -367893.747829
  nChanged 96
		SP:Iteration 10Q (78756.190000 sec): 3 clusters
  Score: Raw -370627.407840 + Penalty 2673.636379 = -367953.771461
  nChanged 109
		SP:Iteration 11Q (78756.260000 sec): 3 clusters
  Score: Raw -370701.075985 + Penalty 2673.636379 = -368027.439605
  nChanged 107
		SP:Iteration 12Q (78756.330000 sec): 3 clusters
  Score: Raw -370772.979834 + Penalty 2673.636379 = -368099.343454
  nChanged 87
		SP:Iteration 13Q (78756.400000 sec): 3 clusters
  Score: Raw -370831.859950 + Penalty 2673.636379 = -368158.223570
  nChanged 75
		SP:Iteration 14Q (78756.470000 sec): 3 clusters
  Score: Raw -370882.031581 + Penalty 2673.636379 = -368208.395201
  nChanged 64
		SP:Iteration 15Q (78756.540000 sec): 3 clusters
  Score: Raw -370929.976604 + Penalty 2673.636379 = -368256.340224
  nChanged 58
		SP:Iteration 16Q (78756.610000 sec): 3 clusters
  Score: Raw -370968.601215 + Penalty 2673.636379 = -368294.964835
  nChanged 41
		SP:Iteration 17Q (78756.680000 sec): 3 clusters
  Score: Raw -370991.207295 + Penalty 2673.636379 = -368317.570916
  nChanged 33
		SP:Iteration 18Q (78756.750000 sec): 3 clusters
  Score: Raw -371008.854041 + Penalty 2673.636379 = -368335.217662
  nChanged 27
		SP:Iteration 19Q (78756.820000 sec): 3 clusters
  Score: Raw -371023.123006 + Penalty 2673.636379 = -368349.486626
  nChanged 21
		SP:Iteration 20F (78756.890000 sec): 3 clusters
  Score: Raw -371036.326038 + Penalty 2673.636379 = -368362.689659
  nChanged 13
		SP:Iteration 21Q (78756.960000 sec): 3 clusters
  Score: Raw -371043.824845 + Penalty 2673.636379 = -368370.188465
  nChanged 12
		SP:Iteration 22Q (78757.020000 sec): 3 clusters
  Score: Raw -371049.650693 + Penalty 2673.636379 = -368376.014314
  nChanged 11
		SP:Iteration 23Q (78757.090000 sec): 3 clusters
  Score: Raw -371057.424027 + Penalty 2673.636379 = -368383.787648
  nChanged 9
		SP:Iteration 24Q (78757.160000 sec): 3 clusters
  Score: Raw -371062.864453 + Penalty 2673.636379 = -368389.228074
  nChanged 9
		SP:Iteration 25Q (78757.230000 sec): 3 clusters
  Score: Raw -371066.618933 + Penalty 2673.636379 = -368392.982554
  nChanged 7
		SP:Iteration 26Q (78757.300000 sec): 3 clusters
  Score: Raw -371070.631611 + Penalty 2673.636379 = -368396.995231
  nChanged 6
		SP:Iteration 27Q (78757.360000 sec): 3 clusters
  Score: Raw -371072.940900 + Penalty 2673.636379 = -368399.304521
  nChanged 7
		SP:Iteration 28Q (78757.430000 sec): 3 clusters
  Score: Raw -371076.045771 + Penalty 2673.636379 = -368402.409391
  nChanged 3
		SP:Iteration 29Q (78757.500000 sec): 3 clusters
  Score: Raw -371077.306265 + Penalty 2673.636379 = -368403.669886
  nChanged 2
		SP:Iteration 30Q (78757.570000 sec): 3 clusters
  Score: Raw -371077.873206 + Penalty 2673.636379 = -368404.236826
  nChanged 3
		SP:Iteration 31Q (78757.640000 sec): 3 clusters
  Score: Raw -371079.378491 + Penalty 2673.636379 = -368405.742111
  nChanged 4
		SP:Iteration 32Q (78757.700000 sec): 3 clusters
  Score: Raw -371081.179321 + Penalty 2673.636379 = -368407.542942
  nChanged 5
		SP:Iteration 33Q (78757.770000 sec): 3 clusters
  Score: Raw -371083.614066 + Penalty 2673.636379 = -368409.977686
  nChanged 4
		SP:Iteration 34Q (78757.840000 sec): 3 clusters
  Score: Raw -371085.282336 + Penalty 2673.636379 = -368411.645957
  nChanged 3
		SP:Iteration 35Q (78757.900000 sec): 3 clusters
  Score: Raw -371086.421344 + Penalty 2673.636379 = -368412.784965
  nChanged 2
		SP:Iteration 36Q (78757.970000 sec): 3 clusters
  Score: Raw -371087.024800 + Penalty 2673.636379 = -368413.388421
  nChanged 0
		SP:Iteration 37F (78758.040000 sec): 3 clusters
  Score: Raw -371087.024800 + Penalty 2673.636379 = -368413.388421
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78758.230000 sec): 2 clusters
  Score: Raw -1756408.518967 + Penalty 1576.880078 = -1754831.638888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78758.510000 sec): 3 clusters
  Score: Raw -1746734.781502 + Penalty 3153.760157 = -1743581.021345
  nChanged 7273
		SP:Iteration 1F (78758.740000 sec): 3 clusters
  Score: Raw -1750626.527219 + Penalty 3153.760157 = -1747472.767062
  nChanged 816
		SP:Iteration 2Q (78758.960000 sec): 3 clusters
  Score: Raw -1750955.478226 + Penalty 3153.760157 = -1747801.718069
  nChanged 795
		SP:Iteration 3Q (78759.220000 sec): 3 clusters
  Score: Raw -1751269.608694 + Penalty 3153.760157 = -1748115.848537
  nChanged 743
		SP:Iteration 4Q (78759.430000 sec): 3 clusters
  Score: Raw -1751571.790509 + Penalty 3153.760157 = -1748418.030352
  nChanged 669
		SP:Iteration 5Q (78759.640000 sec): 3 clusters
  Score: Raw -1751846.597989 + Penalty 3153.760157 = -1748692.837832
  nChanged 658
		SP:Iteration 6Q (78759.860000 sec): 3 clusters
  Score: Raw -1752149.137124 + Penalty 3153.760157 = -1748995.376967
  nChanged 663
		SP:Iteration 7Q (78760.110000 sec): 3 clusters
  Score: Raw -1752448.798631 + Penalty 3153.760157 = -1749295.038474
  nChanged 671
		SP:Iteration 8Q (78760.320000 sec): 3 clusters
  Score: Raw -1752799.957290 + Penalty 3153.760157 = -1749646.197133
  nChanged 731
		SP:Iteration 9Q (78760.520000 sec): 3 clusters
  Score: Raw -1753179.418679 + Penalty 3153.760157 = -1750025.658522
  nChanged 702
		SP:Iteration 10Q (78760.790000 sec): 3 clusters
  Score: Raw -1753532.157677 + Penalty 3153.760157 = -1750378.397520
  nChanged 633
		SP:Iteration 11Q (78761.000000 sec): 3 clusters
  Score: Raw -1753847.939478 + Penalty 3153.760157 = -1750694.179321
  nChanged 603
		SP:Iteration 12Q (78761.200000 sec): 3 clusters
  Score: Raw -1754118.087334 + Penalty 3153.760157 = -1750964.327177
  nChanged 515
		SP:Iteration 13Q (78761.420000 sec): 3 clusters
  Score: Raw -1754350.202658 + Penalty 3153.760157 = -1751196.442501
  nChanged 473
		SP:Iteration 14Q (78761.700000 sec): 3 clusters
  Score: Raw -1754545.113759 + Penalty 3153.760157 = -1751391.353602
  nChanged 402
		SP:Iteration 15Q (78761.900000 sec): 3 clusters
  Score: Raw -1754705.437309 + Penalty 3153.760157 = -1751551.677153
  nChanged 378
		SP:Iteration 16Q (78762.120000 sec): 3 clusters
  Score: Raw -1754854.005143 + Penalty 3153.760157 = -1751700.244986
  nChanged 321
		SP:Iteration 17Q (78762.390000 sec): 3 clusters
  Score: Raw -1754972.748238 + Penalty 3153.760157 = -1751818.988082
  nChanged 280
		SP:Iteration 18Q (78762.590000 sec): 3 clusters
  Score: Raw -1755067.250617 + Penalty 3153.760157 = -1751913.490460
  nChanged 249
		SP:Iteration 19Q (78762.790000 sec): 3 clusters
  Score: Raw -1755143.976741 + Penalty 3153.760157 = -1751990.216585
  nChanged 210
		SP:Iteration 20F (78763.000000 sec): 3 clusters
  Score: Raw -1755201.232889 + Penalty 3153.760157 = -1752047.472732
  nChanged 173
		SP:Iteration 21Q (78763.270000 sec): 3 clusters
  Score: Raw -1755241.361624 + Penalty 3153.760157 = -1752087.601467
  nChanged 148
		SP:Iteration 22Q (78763.470000 sec): 3 clusters
  Score: Raw -1755275.625899 + Penalty 3153.760157 = -1752121.865742
  nChanged 163
		SP:Iteration 23Q (78763.660000 sec): 3 clusters
  Score: Raw -1755311.333244 + Penalty 3153.760157 = -1752157.573087
  nChanged 138
		SP:Iteration 24Q (78763.860000 sec): 3 clusters
  Score: Raw -1755335.926685 + Penalty 3153.760157 = -1752182.166528
  nChanged 106
		SP:Iteration 25Q (78764.130000 sec): 3 clusters
  Score: Raw -1755356.225718 + Penalty 3153.760157 = -1752202.465561
  nChanged 109
		SP:Iteration 26Q (78764.330000 sec): 3 clusters
  Score: Raw -1755376.225905 + Penalty 3153.760157 = -1752222.465748
  nChanged 90
		SP:Iteration 27Q (78764.530000 sec): 3 clusters
  Score: Raw -1755390.691108 + Penalty 3153.760157 = -1752236.930951
  nChanged 83
		SP:Iteration 28Q (78764.720000 sec): 3 clusters
  Score: Raw -1755402.792085 + Penalty 3153.760157 = -1752249.031928
  nChanged 67
		SP:Iteration 29Q (78764.930000 sec): 3 clusters
  Score: Raw -1755412.582793 + Penalty 3153.760157 = -1752258.822636
  nChanged 67
		SP:Iteration 30Q (78765.200000 sec): 3 clusters
  Score: Raw -1755422.163365 + Penalty 3153.760157 = -1752268.403208
  nChanged 60
		SP:Iteration 31Q (78765.400000 sec): 3 clusters
  Score: Raw -1755430.528284 + Penalty 3153.760157 = -1752276.768128
  nChanged 59
		SP:Iteration 32Q (78765.600000 sec): 3 clusters
  Score: Raw -1755438.089873 + Penalty 3153.760157 = -1752284.329716
  nChanged 52
		SP:Iteration 33Q (78765.790000 sec): 3 clusters
  Score: Raw -1755444.238231 + Penalty 3153.760157 = -1752290.478075
  nChanged 39
		SP:Iteration 34Q (78766.000000 sec): 3 clusters
  Score: Raw -1755448.716360 + Penalty 3153.760157 = -1752294.956203
  nChanged 36
		SP:Iteration 35Q (78766.270000 sec): 3 clusters
  Score: Raw -1755452.765194 + Penalty 3153.760157 = -1752299.005037
  nChanged 43
		SP:Iteration 36Q (78766.460000 sec): 3 clusters
  Score: Raw -1755457.815047 + Penalty 3153.760157 = -1752304.054891
  nChanged 46
		SP:Iteration 37Q (78766.660000 sec): 3 clusters
  Score: Raw -1755463.268843 + Penalty 3153.760157 = -1752309.508686
  nChanged 34
		SP:Iteration 38Q (78766.870000 sec): 3 clusters
  Score: Raw -1755465.853975 + Penalty 3153.760157 = -1752312.093818
  nChanged 11
		SP:Iteration 39Q (78767.140000 sec): 3 clusters
  Score: Raw -1755466.984811 + Penalty 3153.760157 = -1752313.224655
  nChanged 13
		SP:Iteration 40F (78767.340000 sec): 3 clusters
  Score: Raw -1755468.581166 + Penalty 3153.760157 = -1752314.821009
  nChanged 17
		SP:Iteration 41Q (78767.530000 sec): 3 clusters
  Score: Raw -1755470.166189 + Penalty 3153.760157 = -1752316.406032
  nChanged 19
		SP:Iteration 42Q (78767.730000 sec): 3 clusters
  Score: Raw -1755471.513789 + Penalty 3153.760157 = -1752317.753632
  nChanged 14
		SP:Iteration 43Q (78767.920000 sec): 3 clusters
  Score: Raw -1755472.277332 + Penalty 3153.760157 = -1752318.517175
  nChanged 10
		SP:Iteration 44Q (78768.130000 sec): 3 clusters
  Score: Raw -1755473.362003 + Penalty 3153.760157 = -1752319.601846
  nChanged 14
		SP:Iteration 45Q (78768.400000 sec): 3 clusters
  Score: Raw -1755474.702674 + Penalty 3153.760157 = -1752320.942517
  nChanged 17
		SP:Iteration 46Q (78768.590000 sec): 3 clusters
  Score: Raw -1755476.753707 + Penalty 3153.760157 = -1752322.993550
  nChanged 24
		SP:Iteration 47Q (78768.790000 sec): 3 clusters
  Score: Raw -1755479.741970 + Penalty 3153.760157 = -1752325.981813
  nChanged 26
		SP:Iteration 48Q (78769.000000 sec): 3 clusters
  Score: Raw -1755482.196110 + Penalty 3153.760157 = -1752328.435953
  nChanged 22
		SP:Iteration 49Q (78769.260000 sec): 3 clusters
  Score: Raw -1755484.814276 + Penalty 3153.760157 = -1752331.054119
  nChanged 25
		SP:Iteration 50Q (78769.460000 sec): 3 clusters
  Score: Raw -1755487.288582 + Penalty 3153.760157 = -1752333.528425
  nChanged 25
		SP:Iteration 51Q (78769.660000 sec): 3 clusters
  Score: Raw -1755490.091518 + Penalty 3153.760157 = -1752336.331361
  nChanged 32
		SP:Iteration 52Q (78769.850000 sec): 3 clusters
  Score: Raw -1755494.511893 + Penalty 3153.760157 = -1752340.751737
  nChanged 25
		SP:Iteration 53Q (78770.060000 sec): 3 clusters
  Score: Raw -1755498.004896 + Penalty 3153.760157 = -1752344.244739
  nChanged 31
		SP:Iteration 54Q (78770.330000 sec): 3 clusters
  Score: Raw -1755501.790626 + Penalty 3153.760157 = -1752348.030469
  nChanged 35
		SP:Iteration 55Q (78770.520000 sec): 3 clusters
  Score: Raw -1755505.815948 + Penalty 3153.760157 = -1752352.055791
  nChanged 30
		SP:Iteration 56Q (78770.720000 sec): 3 clusters
  Score: Raw -1755508.904393 + Penalty 3153.760157 = -1752355.144236
  nChanged 26
		SP:Iteration 57Q (78770.910000 sec): 3 clusters
  Score: Raw -1755512.515990 + Penalty 3153.760157 = -1752358.755833
  nChanged 33
		SP:Iteration 58Q (78771.130000 sec): 3 clusters
  Score: Raw -1755516.394058 + Penalty 3153.760157 = -1752362.633901
  nChanged 33
		SP:Iteration 59Q (78771.390000 sec): 3 clusters
  Score: Raw -1755521.013507 + Penalty 3153.760157 = -1752367.253350
  nChanged 33
		SP:Iteration 60F (78771.590000 sec): 3 clusters
  Score: Raw -1755525.705543 + Penalty 3153.760157 = -1752371.945386
  nChanged 38
		SP:Iteration 61Q (78771.790000 sec): 3 clusters
  Score: Raw -1755530.489532 + Penalty 3153.760157 = -1752376.729375
  nChanged 41
		SP:Iteration 62Q (78771.990000 sec): 3 clusters
  Score: Raw -1755535.522255 + Penalty 3153.760157 = -1752381.762099
  nChanged 45
		SP:Iteration 63Q (78772.190000 sec): 3 clusters
  Score: Raw -1755540.511348 + Penalty 3153.760157 = -1752386.751192
  nChanged 42
		SP:Iteration 64Q (78772.460000 sec): 3 clusters
  Score: Raw -1755545.091134 + Penalty 3153.760157 = -1752391.330977
  nChanged 41
		SP:Iteration 65Q (78772.650000 sec): 3 clusters
  Score: Raw -1755550.222374 + Penalty 3153.760157 = -1752396.462217
  nChanged 33
		SP:Iteration 66Q (78772.850000 sec): 3 clusters
  Score: Raw -1755553.457113 + Penalty 3153.760157 = -1752399.696956
  nChanged 37
		SP:Iteration 67Q (78773.040000 sec): 3 clusters
  Score: Raw -1755557.841088 + Penalty 3153.760157 = -1752404.080931
  nChanged 35
		SP:Iteration 68Q (78773.230000 sec): 3 clusters
  Score: Raw -1755562.681430 + Penalty 3153.760157 = -1752408.921273
  nChanged 38
		SP:Iteration 69Q (78773.440000 sec): 3 clusters
  Score: Raw -1755567.092698 + Penalty 3153.760157 = -1752413.332542
  nChanged 38
		SP:Iteration 70Q (78773.710000 sec): 3 clusters
  Score: Raw -1755572.792602 + Penalty 3153.760157 = -1752419.032445
  nChanged 49
		SP:Iteration 71Q (78773.900000 sec): 3 clusters
  Score: Raw -1755579.528598 + Penalty 3153.760157 = -1752425.768442
  nChanged 41
		SP:Iteration 72Q (78774.100000 sec): 3 clusters
  Score: Raw -1755585.755006 + Penalty 3153.760157 = -1752431.994849
  nChanged 47
		SP:Iteration 73Q (78774.290000 sec): 3 clusters
  Score: Raw -1755591.471818 + Penalty 3153.760157 = -1752437.711661
  nChanged 40
		SP:Iteration 74Q (78774.480000 sec): 3 clusters
  Score: Raw -1755596.924228 + Penalty 3153.760157 = -1752443.164072
  nChanged 37
		SP:Iteration 75Q (78774.690000 sec): 3 clusters
  Score: Raw -1755601.516894 + Penalty 3153.760157 = -1752447.756738
  nChanged 35
		SP:Iteration 76Q (78774.950000 sec): 3 clusters
  Score: Raw -1755606.155421 + Penalty 3153.760157 = -1752452.395264
  nChanged 40
		SP:Iteration 77Q (78775.150000 sec): 3 clusters
  Score: Raw -1755611.556925 + Penalty 3153.760157 = -1752457.796768
  nChanged 35
		SP:Iteration 78Q (78775.340000 sec): 3 clusters
  Score: Raw -1755616.240750 + Penalty 3153.760157 = -1752462.480593
  nChanged 34
		SP:Iteration 79Q (78775.530000 sec): 3 clusters
  Score: Raw -1755620.474518 + Penalty 3153.760157 = -1752466.714361
  nChanged 33
		SP:Iteration 80F (78775.730000 sec): 3 clusters
  Score: Raw -1755624.383671 + Penalty 3153.760157 = -1752470.623514
  nChanged 44
		SP:Iteration 81Q (78775.940000 sec): 3 clusters
  Score: Raw -1755630.800379 + Penalty 3153.760157 = -1752477.040223
  nChanged 44
		SP:Iteration 82Q (78776.210000 sec): 3 clusters
  Score: Raw -1755639.088063 + Penalty 3153.760157 = -1752485.327906
  nChanged 54
		SP:Iteration 83Q (78776.400000 sec): 3 clusters
  Score: Raw -1755647.322191 + Penalty 3153.760157 = -1752493.562034
  nChanged 47
		SP:Iteration 84Q (78776.590000 sec): 3 clusters
  Score: Raw -1755655.797133 + Penalty 3153.760157 = -1752502.036976
  nChanged 51
		SP:Iteration 85Q (78776.780000 sec): 3 clusters
  Score: Raw -1755665.107835 + Penalty 3153.760157 = -1752511.347678
  nChanged 39
		SP:Iteration 86Q (78776.990000 sec): 3 clusters
  Score: Raw -1755670.903737 + Penalty 3153.760157 = -1752517.143580
  nChanged 36
		SP:Iteration 87Q (78777.250000 sec): 3 clusters
  Score: Raw -1755676.325217 + Penalty 3153.760157 = -1752522.565061
  nChanged 40
		SP:Iteration 88Q (78777.480000 sec): 3 clusters
  Score: Raw -1755683.694094 + Penalty 3153.760157 = -1752529.933937
  nChanged 46
		SP:Iteration 89Q (78777.670000 sec): 3 clusters
  Score: Raw -1755691.574344 + Penalty 3153.760157 = -1752537.814187
  nChanged 59
		SP:Iteration 90Q (78777.880000 sec): 3 clusters
  Score: Raw -1755703.329099 + Penalty 3153.760157 = -1752549.568942
  nChanged 63
		SP:Iteration 91Q (78778.140000 sec): 3 clusters
  Score: Raw -1755717.795937 + Penalty 3153.760157 = -1752564.035780
  nChanged 72
		SP:Iteration 92Q (78778.330000 sec): 3 clusters
  Score: Raw -1755730.728384 + Penalty 3153.760157 = -1752576.968228
  nChanged 65
		SP:Iteration 93Q (78778.530000 sec): 3 clusters
  Score: Raw -1755742.712881 + Penalty 3153.760157 = -1752588.952724
  nChanged 65
		SP:Iteration 94Q (78778.720000 sec): 3 clusters
  Score: Raw -1755755.988747 + Penalty 3153.760157 = -1752602.228590
  nChanged 58
		SP:Iteration 95Q (78778.910000 sec): 3 clusters
  Score: Raw -1755767.944151 + Penalty 3153.760157 = -1752614.183994
  nChanged 69
		SP:Iteration 96Q (78779.100000 sec): 3 clusters
  Score: Raw -1755783.423110 + Penalty 3153.760157 = -1752629.662953
  nChanged 62
		SP:Iteration 97Q (78779.300000 sec): 3 clusters
  Score: Raw -1755798.842994 + Penalty 3153.760157 = -1752645.082838
  nChanged 71
		SP:Iteration 98Q (78779.570000 sec): 3 clusters
  Score: Raw -1755812.801332 + Penalty 3153.760157 = -1752659.041175
  nChanged 72
		SP:Iteration 99Q (78779.770000 sec): 3 clusters
  Score: Raw -1755828.229962 + Penalty 3153.760157 = -1752674.469805
  nChanged 72
		SP:Iteration 100F (78779.970000 sec): 3 clusters
  Score: Raw -1755845.366724 + Penalty 3153.760157 = -1752691.606567
  nChanged 85
		SP:Iteration 101Q (78780.170000 sec): 3 clusters
  Score: Raw -1755868.373736 + Penalty 3153.760157 = -1752714.613580
  nChanged 90
		SP:Iteration 102Q (78780.340000 sec): 3 clusters
  Score: Raw -1755891.786718 + Penalty 3153.760157 = -1752738.026561
  nChanged 91
		SP:Iteration 103Q (78780.540000 sec): 3 clusters
  Score: Raw -1755915.454477 + Penalty 3153.760157 = -1752761.694320
  nChanged 91
		SP:Iteration 104Q (78780.800000 sec): 3 clusters
  Score: Raw -1755939.341512 + Penalty 3153.760157 = -1752785.581355
  nChanged 85
		SP:Iteration 105Q (78781.020000 sec): 3 clusters
  Score: Raw -1755963.573424 + Penalty 3153.760157 = -1752809.813267
  nChanged 102
		SP:Iteration 106Q (78781.210000 sec): 3 clusters
  Score: Raw -1756001.494481 + Penalty 3153.760157 = -1752847.734325
  nChanged 118
		SP:Iteration 107Q (78781.390000 sec): 3 clusters
  Score: Raw -1756045.950035 + Penalty 3153.760157 = -1752892.189878
  nChanged 117
		SP:Iteration 108Q (78781.580000 sec): 3 clusters
  Score: Raw -1756092.165086 + Penalty 3153.760157 = -1752938.404929
  nChanged 108
		SP:Iteration 109Q (78781.760000 sec): 3 clusters
  Score: Raw -1756132.412350 + Penalty 3153.760157 = -1752978.652193
  nChanged 91
		SP:Iteration 110Q (78781.960000 sec): 3 clusters
  Score: Raw -1756161.769897 + Penalty 3153.760157 = -1753008.009740
  nChanged 84
		SP:Iteration 111Q (78782.230000 sec): 3 clusters
  Score: Raw -1756188.154751 + Penalty 3153.760157 = -1753034.394594
  nChanged 71
		SP:Iteration 112Q (78782.450000 sec): 3 clusters
  Score: Raw -1756213.312776 + Penalty 3153.760157 = -1753059.552619
  nChanged 65
		SP:Iteration 113Q (78782.640000 sec): 3 clusters
  Score: Raw -1756236.487039 + Penalty 3153.760157 = -1753082.726883
  nChanged 67
		SP:Iteration 114Q (78782.820000 sec): 3 clusters
  Score: Raw -1756259.788268 + Penalty 3153.760157 = -1753106.028111
  nChanged 61
		SP:Iteration 115Q (78783.010000 sec): 3 clusters
  Score: Raw -1756282.771722 + Penalty 3153.760157 = -1753129.011565
  nChanged 53
		SP:Iteration 116Q (78783.190000 sec): 3 clusters
  Score: Raw -1756305.499957 + Penalty 3153.760157 = -1753151.739801
  nChanged 57
		SP:Iteration 117Q (78783.390000 sec): 3 clusters
  Score: Raw -1756335.236235 + Penalty 3153.760157 = -1753181.476078
  nChanged 57
		SP:Iteration 118Q (78783.660000 sec): 3 clusters
  Score: Raw -1756362.804540 + Penalty 3153.760157 = -1753209.044383
  nChanged 56
		SP:Iteration 119Q (78783.880000 sec): 3 clusters
  Score: Raw -1756387.213468 + Penalty 3153.760157 = -1753233.453311
  nChanged 51
		SP:Iteration 120F (78784.080000 sec): 3 clusters
  Score: Raw -1756406.124427 + Penalty 3153.760157 = -1753252.364270
  nChanged 39
		SP:Iteration 121Q (78784.260000 sec): 3 clusters
  Score: Raw -1756421.535446 + Penalty 3153.760157 = -1753267.775289
  nChanged 31
		SP:Iteration 122Q (78784.460000 sec): 3 clusters
  Score: Raw -1756434.882601 + Penalty 3153.760157 = -1753281.122444
  nChanged 27
		SP:Iteration 123Q (78784.730000 sec): 3 clusters
  Score: Raw -1756444.924098 + Penalty 3153.760157 = -1753291.163941
  nChanged 27
		SP:Iteration 124Q (78784.950000 sec): 3 clusters
  Score: Raw -1756458.020128 + Penalty 3153.760157 = -1753304.259971
  nChanged 28
		SP:Iteration 125Q (78785.130000 sec): 3 clusters
  Score: Raw -1756471.842393 + Penalty 3153.760157 = -1753318.082236
  nChanged 28
		SP:Iteration 126Q (78785.320000 sec): 3 clusters
  Score: Raw -1756486.276970 + Penalty 3153.760157 = -1753332.516813
  nChanged 17
		SP:Iteration 127Q (78785.510000 sec): 3 clusters
  Score: Raw -1756495.832766 + Penalty 3153.760157 = -1753342.072610
  nChanged 14
		SP:Iteration 128Q (78785.690000 sec): 3 clusters
  Score: Raw -1756500.544623 + Penalty 3153.760157 = -1753346.784466
  nChanged 8
		SP:Iteration 129Q (78785.870000 sec): 3 clusters
  Score: Raw -1756502.706246 + Penalty 3153.760157 = -1753348.946090
  nChanged 4
		SP:Iteration 130Q (78786.090000 sec): 3 clusters
  Score: Raw -1756505.248065 + Penalty 3153.760157 = -1753351.487908
  nChanged 6
		SP:Iteration 131Q (78786.350000 sec): 3 clusters
  Score: Raw -1756507.276293 + Penalty 3153.760157 = -1753353.516136
  nChanged 8
		SP:Iteration 132Q (78786.570000 sec): 3 clusters
  Score: Raw -1756509.905966 + Penalty 3153.760157 = -1753356.145809
  nChanged 5
		SP:Iteration 133Q (78786.750000 sec): 3 clusters
  Score: Raw -1756512.121004 + Penalty 3153.760157 = -1753358.360847
  nChanged 2
		SP:Iteration 134Q (78786.930000 sec): 3 clusters
  Score: Raw -1756512.741261 + Penalty 3153.760157 = -1753358.981104
  nChanged 2
		SP:Iteration 135Q (78787.120000 sec): 3 clusters
  Score: Raw -1756513.720444 + Penalty 3153.760157 = -1753359.960287
  nChanged 7
		SP:Iteration 136Q (78787.300000 sec): 3 clusters
  Score: Raw -1756516.813961 + Penalty 3153.760157 = -1753363.053804
  nChanged 10
		SP:Iteration 137Q (78787.490000 sec): 3 clusters
  Score: Raw -1756521.217233 + Penalty 3153.760157 = -1753367.457076
  nChanged 12
		SP:Iteration 138Q (78787.690000 sec): 3 clusters
  Score: Raw -1756526.647918 + Penalty 3153.760157 = -1753372.887761
  nChanged 10
		SP:Iteration 139Q (78787.900000 sec): 3 clusters
  Score: Raw -1756530.029628 + Penalty 3153.760157 = -1753376.269471
  nChanged 8
		SP:Iteration 140F (78788.180000 sec): 3 clusters
  Score: Raw -1756533.514211 + Penalty 3153.760157 = -1753379.754054
  nChanged 10
		SP:Iteration 141Q (78788.360000 sec): 3 clusters
  Score: Raw -1756537.638224 + Penalty 3153.760157 = -1753383.878067
  nChanged 13
		SP:Iteration 142Q (78788.540000 sec): 3 clusters
  Score: Raw -1756542.964577 + Penalty 3153.760157 = -1753389.204421
  nChanged 14
		SP:Iteration 143Q (78788.730000 sec): 3 clusters
  Score: Raw -1756548.361437 + Penalty 3153.760157 = -1753394.601281
  nChanged 13
		SP:Iteration 144Q (78788.920000 sec): 3 clusters
  Score: Raw -1756553.258383 + Penalty 3153.760157 = -1753399.498226
  nChanged 12
		SP:Iteration 145Q (78789.100000 sec): 3 clusters
  Score: Raw -1756557.555865 + Penalty 3153.760157 = -1753403.795708
  nChanged 11
		SP:Iteration 146Q (78789.280000 sec): 3 clusters
  Score: Raw -1756563.018871 + Penalty 3153.760157 = -1753409.258714
  nChanged 11
		SP:Iteration 147Q (78789.460000 sec): 3 clusters
  Score: Raw -1756568.536943 + Penalty 3153.760157 = -1753414.776787
  nChanged 12
		SP:Iteration 148Q (78789.650000 sec): 3 clusters
  Score: Raw -1756574.926340 + Penalty 3153.760157 = -1753421.166183
  nChanged 16
		SP:Iteration 149Q (78789.840000 sec): 3 clusters
  Score: Raw -1756583.555431 + Penalty 3153.760157 = -1753429.795275
  nChanged 17
		SP:Iteration 150Q (78790.020000 sec): 3 clusters
  Score: Raw -1756592.001090 + Penalty 3153.760157 = -1753438.240934
  nChanged 15
		SP:Iteration 151Q (78790.200000 sec): 3 clusters
  Score: Raw -1756599.343327 + Penalty 3153.760157 = -1753445.583170
  nChanged 9
		SP:Iteration 152Q (78790.400000 sec): 3 clusters
  Score: Raw -1756605.261801 + Penalty 3153.760157 = -1753451.501644
  nChanged 12
		SP:Iteration 153Q (78790.660000 sec): 3 clusters
  Score: Raw -1756609.953123 + Penalty 3153.760157 = -1753456.192967
  nChanged 6
		SP:Iteration 154Q (78790.880000 sec): 3 clusters
  Score: Raw -1756612.822879 + Penalty 3153.760157 = -1753459.062722
  nChanged 2
		SP:Iteration 155Q (78791.070000 sec): 3 clusters
  Score: Raw -1756613.520016 + Penalty 3153.760157 = -1753459.759859
  nChanged 0
		SP:Iteration 156F (78791.270000 sec): 3 clusters
  Score: Raw -1756613.520016 + Penalty 3153.760157 = -1753459.759859
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78791.620000 sec): 2 clusters
  Score: Raw -4383363.809671 + Penalty 1725.997398 = -4381637.812273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78792.050000 sec): 3 clusters
  Score: Raw -4357843.290031 + Penalty 3451.994796 = -4354391.295235
  nChanged 18980
		SP:Iteration 1F (78792.520000 sec): 3 clusters
  Score: Raw -4368448.290406 + Penalty 3451.994796 = -4364996.295610
  nChanged 1921
		SP:Iteration 2Q (78792.980000 sec): 3 clusters
  Score: Raw -4369311.920623 + Penalty 3451.994796 = -4365859.925827
  nChanged 2156
		SP:Iteration 3F (78793.450000 sec): 3 clusters
  Score: Raw -4370520.261571 + Penalty 3451.994796 = -4367068.266775
  nChanged 2384
		SP:Iteration 4F (78793.870000 sec): 3 clusters
  Score: Raw -4371958.683939 + Penalty 3451.994796 = -4368506.689143
  nChanged 2564
		SP:Iteration 5F (78794.290000 sec): 3 clusters
  Score: Raw -4373533.875854 + Penalty 3451.994796 = -4370081.881058
  nChanged 2715
		SP:Iteration 6F (78794.740000 sec): 3 clusters
  Score: Raw -4375374.380455 + Penalty 3451.994796 = -4371922.385659
  nChanged 2782
		SP:Iteration 7F (78795.180000 sec): 3 clusters
  Score: Raw -4377465.349551 + Penalty 3451.994796 = -4374013.354755
  nChanged 2653
		SP:Iteration 8F (78795.600000 sec): 3 clusters
  Score: Raw -4379560.451598 + Penalty 3451.994796 = -4376108.456803
  nChanged 2028
		SP:Iteration 9Q (78796.080000 sec): 3 clusters
  Score: Raw -4381103.530334 + Penalty 3451.994796 = -4377651.535538
  nChanged 1504
		SP:Iteration 10Q (78796.520000 sec): 3 clusters
  Score: Raw -4382169.236116 + Penalty 3451.994796 = -4378717.241321
  nChanged 1100
		SP:Iteration 11Q (78796.960000 sec): 3 clusters
  Score: Raw -4382916.725976 + Penalty 3451.994796 = -4379464.731180
  nChanged 881
		SP:Iteration 12Q (78797.420000 sec): 3 clusters
  Score: Raw -4383441.218244 + Penalty 3451.994796 = -4379989.223448
  nChanged 672
		SP:Iteration 13Q (78797.830000 sec): 3 clusters
  Score: Raw -4383764.430926 + Penalty 3451.994796 = -4380312.436130
  nChanged 579
		SP:Iteration 14Q (78798.240000 sec): 3 clusters
  Score: Raw -4384002.937891 + Penalty 3451.994796 = -4380550.943095
  nChanged 479
		SP:Iteration 15Q (78798.640000 sec): 3 clusters
  Score: Raw -4384174.960337 + Penalty 3451.994796 = -4380722.965541
  nChanged 402
		SP:Iteration 16Q (78799.040000 sec): 3 clusters
  Score: Raw -4384292.953167 + Penalty 3451.994796 = -4380840.958371
  nChanged 317
		SP:Iteration 17Q (78799.440000 sec): 3 clusters
  Score: Raw -4384367.958026 + Penalty 3451.994796 = -4380915.963231
  nChanged 248
		SP:Iteration 18Q (78799.890000 sec): 3 clusters
  Score: Raw -4384417.694150 + Penalty 3451.994796 = -4380965.699354
  nChanged 195
		SP:Iteration 19Q (78800.320000 sec): 3 clusters
  Score: Raw -4384451.761379 + Penalty 3451.994796 = -4380999.766583
  nChanged 161
		SP:Iteration 20F (78800.760000 sec): 3 clusters
  Score: Raw -4384477.969905 + Penalty 3451.994796 = -4381025.975109
  nChanged 155
		SP:Iteration 21Q (78801.160000 sec): 3 clusters
  Score: Raw -4384503.768927 + Penalty 3451.994796 = -4381051.774131
  nChanged 149
		SP:Iteration 22Q (78801.560000 sec): 3 clusters
  Score: Raw -4384530.480468 + Penalty 3451.994796 = -4381078.485672
  nChanged 126
		SP:Iteration 23Q (78802.010000 sec): 3 clusters
  Score: Raw -4384550.032961 + Penalty 3451.994796 = -4381098.038166
  nChanged 105
		SP:Iteration 24Q (78802.430000 sec): 3 clusters
  Score: Raw -4384566.077931 + Penalty 3451.994796 = -4381114.083135
  nChanged 93
		SP:Iteration 25Q (78802.860000 sec): 3 clusters
  Score: Raw -4384578.227383 + Penalty 3451.994796 = -4381126.232587
  nChanged 76
		SP:Iteration 26Q (78803.260000 sec): 3 clusters
  Score: Raw -4384588.514772 + Penalty 3451.994796 = -4381136.519976
  nChanged 87
		SP:Iteration 27Q (78803.660000 sec): 3 clusters
  Score: Raw -4384599.829035 + Penalty 3451.994796 = -4381147.834240
  nChanged 82
		SP:Iteration 28Q (78804.060000 sec): 3 clusters
  Score: Raw -4384610.335852 + Penalty 3451.994796 = -4381158.341057
  nChanged 80
		SP:Iteration 29Q (78804.460000 sec): 3 clusters
  Score: Raw -4384620.916909 + Penalty 3451.994796 = -4381168.922113
  nChanged 61
		SP:Iteration 30Q (78804.860000 sec): 3 clusters
  Score: Raw -4384627.237527 + Penalty 3451.994796 = -4381175.242731
  nChanged 46
		SP:Iteration 31Q (78805.300000 sec): 3 clusters
  Score: Raw -4384631.564334 + Penalty 3451.994796 = -4381179.569538
  nChanged 45
		SP:Iteration 32Q (78805.730000 sec): 3 clusters
  Score: Raw -4384636.173917 + Penalty 3451.994796 = -4381184.179121
  nChanged 39
		SP:Iteration 33Q (78806.150000 sec): 3 clusters
  Score: Raw -4384639.801305 + Penalty 3451.994796 = -4381187.806510
  nChanged 40
		SP:Iteration 34Q (78806.550000 sec): 3 clusters
  Score: Raw -4384643.199153 + Penalty 3451.994796 = -4381191.204358
  nChanged 24
		SP:Iteration 35Q (78806.940000 sec): 3 clusters
  Score: Raw -4384645.335474 + Penalty 3451.994796 = -4381193.340679
  nChanged 30
		SP:Iteration 36Q (78807.340000 sec): 3 clusters
  Score: Raw -4384647.805728 + Penalty 3451.994796 = -4381195.810932
  nChanged 24
		SP:Iteration 37Q (78807.740000 sec): 3 clusters
  Score: Raw -4384649.683965 + Penalty 3451.994796 = -4381197.689169
  nChanged 22
		SP:Iteration 38Q (78808.140000 sec): 3 clusters
  Score: Raw -4384651.318219 + Penalty 3451.994796 = -4381199.323424
  nChanged 21
		SP:Iteration 39Q (78808.540000 sec): 3 clusters
  Score: Raw -4384653.052379 + Penalty 3451.994796 = -4381201.057583
  nChanged 16
		SP:Iteration 40F (78809.010000 sec): 3 clusters
  Score: Raw -4384654.153452 + Penalty 3451.994796 = -4381202.158656
  nChanged 14
		SP:Iteration 41Q (78809.430000 sec): 3 clusters
  Score: Raw -4384654.984357 + Penalty 3451.994796 = -4381202.989561
  nChanged 13
		SP:Iteration 42Q (78809.830000 sec): 3 clusters
  Score: Raw -4384655.733269 + Penalty 3451.994796 = -4381203.738473
  nChanged 14
		SP:Iteration 43Q (78810.230000 sec): 3 clusters
  Score: Raw -4384656.567538 + Penalty 3451.994796 = -4381204.572742
  nChanged 9
		SP:Iteration 44Q (78810.630000 sec): 3 clusters
  Score: Raw -4384656.966121 + Penalty 3451.994796 = -4381204.971325
  nChanged 9
		SP:Iteration 45Q (78811.030000 sec): 3 clusters
  Score: Raw -4384657.566725 + Penalty 3451.994796 = -4381205.571930
  nChanged 15
		SP:Iteration 46Q (78811.420000 sec): 3 clusters
  Score: Raw -4384658.560708 + Penalty 3451.994796 = -4381206.565912
  nChanged 12
		SP:Iteration 47Q (78811.820000 sec): 3 clusters
  Score: Raw -4384659.442952 + Penalty 3451.994796 = -4381207.448156
  nChanged 7
		SP:Iteration 48Q (78812.220000 sec): 3 clusters
  Score: Raw -4384659.832546 + Penalty 3451.994796 = -4381207.837750
  nChanged 6
		SP:Iteration 49Q (78812.620000 sec): 3 clusters
  Score: Raw -4384660.182907 + Penalty 3451.994796 = -4381208.188112
  nChanged 9
		SP:Iteration 50Q (78813.070000 sec): 3 clusters
  Score: Raw -4384660.669832 + Penalty 3451.994796 = -4381208.675036
  nChanged 5
		SP:Iteration 51Q (78813.500000 sec): 3 clusters
  Score: Raw -4384660.913879 + Penalty 3451.994796 = -4381208.919084
  nChanged 5
		SP:Iteration 52Q (78813.920000 sec): 3 clusters
  Score: Raw -4384661.087126 + Penalty 3451.994796 = -4381209.092330
  nChanged 2
		SP:Iteration 53Q (78814.320000 sec): 3 clusters
  Score: Raw -4384661.196474 + Penalty 3451.994796 = -4381209.201678
  nChanged 2
		SP:Iteration 54Q (78814.720000 sec): 3 clusters
  Score: Raw -4384661.267506 + Penalty 3451.994796 = -4381209.272711
  nChanged 1
		SP:Iteration 55Q (78815.120000 sec): 3 clusters
  Score: Raw -4384661.350232 + Penalty 3451.994796 = -4381209.355436
  nChanged 4
		SP:Iteration 56Q (78815.520000 sec): 3 clusters
  Score: Raw -4384661.681448 + Penalty 3451.994796 = -4381209.686652
  nChanged 9
		SP:Iteration 57Q (78815.960000 sec): 3 clusters
  Score: Raw -4384662.200865 + Penalty 3451.994796 = -4381210.206069
  nChanged 8
		SP:Iteration 58Q (78816.420000 sec): 3 clusters
  Score: Raw -4384662.635295 + Penalty 3451.994796 = -4381210.640499
  nChanged 4
		SP:Iteration 59Q (78816.820000 sec): 3 clusters
  Score: Raw -4384662.840827 + Penalty 3451.994796 = -4381210.846031
  nChanged 1
		SP:Iteration 60F (78817.290000 sec): 3 clusters
  Score: Raw -4384662.854433 + Penalty 3451.994796 = -4381210.859637
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78817.340000 sec): 2 clusters
  Score: Raw -87156.844127 + Penalty 1128.257394 = -86028.586734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78817.360000 sec): 3 clusters
  Score: Raw -86844.816386 + Penalty 2256.514787 = -84588.301599
  nChanged 337
		SP:Iteration 1F (78817.380000 sec): 3 clusters
  Score: Raw -87249.905109 + Penalty 2256.514787 = -84993.390321
  nChanged 105
		SP:Iteration 2F (78817.410000 sec): 3 clusters
  Score: Raw -87379.669731 + Penalty 2256.514787 = -85123.154944
  nChanged 51
		SP:Iteration 3Q (78817.440000 sec): 3 clusters
  Score: Raw -87445.694862 + Penalty 2256.514787 = -85189.180074
  nChanged 41
		SP:Iteration 4Q (78817.460000 sec): 3 clusters
  Score: Raw -87503.821501 + Penalty 2256.514787 = -85247.306714
  nChanged 29
		SP:Iteration 5Q (78817.480000 sec): 3 clusters
  Score: Raw -87538.623317 + Penalty 2256.514787 = -85282.108529
  nChanged 23
		SP:Iteration 6Q (78817.510000 sec): 3 clusters
  Score: Raw -87565.850359 + Penalty 2256.514787 = -85309.335572
  nChanged 20
		SP:Iteration 7Q (78817.530000 sec): 3 clusters
  Score: Raw -87591.576256 + Penalty 2256.514787 = -85335.061468
  nChanged 17
		SP:Iteration 8Q (78817.550000 sec): 3 clusters
  Score: Raw -87628.053924 + Penalty 2256.514787 = -85371.539137
  nChanged 19
		SP:Iteration 9Q (78817.570000 sec): 3 clusters
  Score: Raw -87674.743810 + Penalty 2256.514787 = -85418.229023
  nChanged 18
		SP:Iteration 10Q (78817.590000 sec): 3 clusters
  Score: Raw -87692.051709 + Penalty 2256.514787 = -85435.536921
  nChanged 9
		SP:Iteration 11Q (78817.610000 sec): 3 clusters
  Score: Raw -87706.346802 + Penalty 2256.514787 = -85449.832015
  nChanged 10
		SP:Iteration 12Q (78817.630000 sec): 3 clusters
  Score: Raw -87720.307578 + Penalty 2256.514787 = -85463.792790
  nChanged 4
		SP:Iteration 13Q (78817.650000 sec): 3 clusters
  Score: Raw -87726.198278 + Penalty 2256.514787 = -85469.683490
  nChanged 6
		SP:Iteration 14Q (78817.670000 sec): 3 clusters
  Score: Raw -87735.949784 + Penalty 2256.514787 = -85479.434997
  nChanged 7
		SP:Iteration 15Q (78817.690000 sec): 3 clusters
  Score: Raw -87743.641922 + Penalty 2256.514787 = -85487.127135
  nChanged 3
		SP:Iteration 16Q (78817.710000 sec): 3 clusters
  Score: Raw -87745.419076 + Penalty 2256.514787 = -85488.904289
  nChanged 1
		SP:Iteration 17Q (78817.730000 sec): 3 clusters
  Score: Raw -87745.553552 + Penalty 2256.514787 = -85489.038765
  nChanged 0
		SP:Iteration 18F (78817.750000 sec): 3 clusters
  Score: Raw -87745.553552 + Penalty 2256.514787 = -85489.038765
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78817.800000 sec): 2 clusters
  Score: Raw -55079.498069 + Penalty 1027.999289 = -54051.498780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78817.820000 sec): 3 clusters
  Score: Raw -54933.808771 + Penalty 2055.998579 = -52877.810192
  nChanged 142
		SP:Iteration 1F (78817.830000 sec): 3 clusters
  Score: Raw -55100.016814 + Penalty 2055.998579 = -53044.018235
  nChanged 42
		SP:Iteration 2F (78817.840000 sec): 3 clusters
  Score: Raw -55155.886002 + Penalty 2055.998579 = -53099.887424
  nChanged 21
		SP:Iteration 3Q (78817.850000 sec): 3 clusters
  Score: Raw -55192.176636 + Penalty 2055.998579 = -53136.178057
  nChanged 18
		SP:Iteration 4Q (78817.860000 sec): 3 clusters
  Score: Raw -55215.944004 + Penalty 2055.998579 = -53159.945425
  nChanged 22
		SP:Iteration 5Q (78817.880000 sec): 3 clusters
  Score: Raw -55249.254291 + Penalty 2055.998579 = -53193.255712
  nChanged 13
		SP:Iteration 6Q (78817.890000 sec): 3 clusters
  Score: Raw -55264.571738 + Penalty 2055.998579 = -53208.573159
  nChanged 9
		SP:Iteration 7Q (78817.900000 sec): 3 clusters
  Score: Raw -55275.936906 + Penalty 2055.998579 = -53219.938327
  nChanged 6
		SP:Iteration 8Q (78817.910000 sec): 3 clusters
  Score: Raw -55280.568937 + Penalty 2055.998579 = -53224.570359
  nChanged 4
		SP:Iteration 9Q (78817.920000 sec): 3 clusters
  Score: Raw -55284.573107 + Penalty 2055.998579 = -53228.574528
  nChanged 4
		SP:Iteration 10Q (78817.930000 sec): 3 clusters
  Score: Raw -55287.348275 + Penalty 2055.998579 = -53231.349696
  nChanged 4
		SP:Iteration 11Q (78817.940000 sec): 3 clusters
  Score: Raw -55289.927654 + Penalty 2055.998579 = -53233.929075
  nChanged 3
		SP:Iteration 12Q (78817.960000 sec): 3 clusters
  Score: Raw -55296.464278 + Penalty 2055.998579 = -53240.465699
  nChanged 5
		SP:Iteration 13Q (78817.970000 sec): 3 clusters
  Score: Raw -55305.264720 + Penalty 2055.998579 = -53249.266141
  nChanged 5
		SP:Iteration 14Q (78817.980000 sec): 3 clusters
  Score: Raw -55314.692413 + Penalty 2055.998579 = -53258.693834
  nChanged 8
		SP:Iteration 15Q (78817.990000 sec): 3 clusters
  Score: Raw -55328.022536 + Penalty 2055.998579 = -53272.023957
  nChanged 7
		SP:Iteration 16Q (78818.000000 sec): 3 clusters
  Score: Raw -55339.984076 + Penalty 2055.998579 = -53283.985497
  nChanged 5
		SP:Iteration 17Q (78818.020000 sec): 3 clusters
  Score: Raw -55345.376040 + Penalty 2055.998579 = -53289.377461
  nChanged 3
		SP:Iteration 18Q (78818.030000 sec): 3 clusters
  Score: Raw -55348.899015 + Penalty 2055.998579 = -53292.900436
  nChanged 4
		SP:Iteration 19Q (78818.040000 sec): 3 clusters
  Score: Raw -55355.670930 + Penalty 2055.998579 = -53299.672351
  nChanged 2
		SP:Iteration 20F (78818.050000 sec): 3 clusters
  Score: Raw -55357.046056 + Penalty 2055.998579 = -53301.047478
  nChanged 3
		SP:Iteration 21Q (78818.060000 sec): 3 clusters
  Score: Raw -55360.816991 + Penalty 2055.998579 = -53304.818412
  nChanged 3
		SP:Iteration 22Q (78818.070000 sec): 3 clusters
  Score: Raw -55365.895483 + Penalty 2055.998579 = -53309.896904
  nChanged 1
		SP:Iteration 23Q (78818.080000 sec): 3 clusters
  Score: Raw -55367.344756 + Penalty 2055.998579 = -53311.346178
  nChanged 0
		SP:Iteration 24F (78818.100000 sec): 3 clusters
  Score: Raw -55367.344756 + Penalty 2055.998579 = -53311.346178
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78818.170000 sec): 2 clusters
  Score: Raw -315279.666618 + Penalty 1313.741392 = -313965.925226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78818.240000 sec): 3 clusters
  Score: Raw -313744.644073 + Penalty 2627.482785 = -311117.161288
  nChanged 1262
		SP:Iteration 1F (78818.300000 sec): 3 clusters
  Score: Raw -314505.984588 + Penalty 2627.482785 = -311878.501803
  nChanged 235
		SP:Iteration 2F (78818.360000 sec): 3 clusters
  Score: Raw -314664.313847 + Penalty 2627.482785 = -312036.831062
  nChanged 187
		SP:Iteration 3F (78818.420000 sec): 3 clusters
  Score: Raw -314774.015268 + Penalty 2627.482785 = -312146.532483
  nChanged 132
		SP:Iteration 4Q (78818.480000 sec): 3 clusters
  Score: Raw -314852.784286 + Penalty 2627.482785 = -312225.301501
  nChanged 117
		SP:Iteration 5Q (78818.550000 sec): 3 clusters
  Score: Raw -314918.197201 + Penalty 2627.482785 = -312290.714416
  nChanged 109
		SP:Iteration 6Q (78818.610000 sec): 3 clusters
  Score: Raw -314976.512062 + Penalty 2627.482785 = -312349.029277
  nChanged 88
		SP:Iteration 7Q (78818.670000 sec): 3 clusters
  Score: Raw -315027.541312 + Penalty 2627.482785 = -312400.058527
  nChanged 77
		SP:Iteration 8Q (78818.740000 sec): 3 clusters
  Score: Raw -315068.586916 + Penalty 2627.482785 = -312441.104131
  nChanged 65
		SP:Iteration 9Q (78818.800000 sec): 3 clusters
  Score: Raw -315098.902406 + Penalty 2627.482785 = -312471.419621
  nChanged 51
		SP:Iteration 10Q (78818.860000 sec): 3 clusters
  Score: Raw -315128.756365 + Penalty 2627.482785 = -312501.273580
  nChanged 62
		SP:Iteration 11Q (78818.920000 sec): 3 clusters
  Score: Raw -315162.302627 + Penalty 2627.482785 = -312534.819842
  nChanged 44
		SP:Iteration 12Q (78818.980000 sec): 3 clusters
  Score: Raw -315181.029500 + Penalty 2627.482785 = -312553.546715
  nChanged 26
		SP:Iteration 13Q (78819.050000 sec): 3 clusters
  Score: Raw -315195.062923 + Penalty 2627.482785 = -312567.580139
  nChanged 31
		SP:Iteration 14Q (78819.110000 sec): 3 clusters
  Score: Raw -315213.611768 + Penalty 2627.482785 = -312586.128983
  nChanged 34
		SP:Iteration 15Q (78819.170000 sec): 3 clusters
  Score: Raw -315233.954598 + Penalty 2627.482785 = -312606.471813
  nChanged 28
		SP:Iteration 16Q (78819.230000 sec): 3 clusters
  Score: Raw -315248.781724 + Penalty 2627.482785 = -312621.298939
  nChanged 23
		SP:Iteration 17Q (78819.300000 sec): 3 clusters
  Score: Raw -315263.426161 + Penalty 2627.482785 = -312635.943376
  nChanged 27
		SP:Iteration 18Q (78819.360000 sec): 3 clusters
  Score: Raw -315281.987758 + Penalty 2627.482785 = -312654.504973
  nChanged 25
		SP:Iteration 19Q (78819.420000 sec): 3 clusters
  Score: Raw -315296.085656 + Penalty 2627.482785 = -312668.602871
  nChanged 22
		SP:Iteration 20F (78819.480000 sec): 3 clusters
  Score: Raw -315308.092180 + Penalty 2627.482785 = -312680.609395
  nChanged 23
		SP:Iteration 21Q (78819.540000 sec): 3 clusters
  Score: Raw -315317.297579 + Penalty 2627.482785 = -312689.814794
  nChanged 12
		SP:Iteration 22Q (78819.600000 sec): 3 clusters
  Score: Raw -315321.973841 + Penalty 2627.482785 = -312694.491056
  nChanged 7
		SP:Iteration 23Q (78819.670000 sec): 3 clusters
  Score: Raw -315326.831875 + Penalty 2627.482785 = -312699.349090
  nChanged 11
		SP:Iteration 24Q (78819.730000 sec): 3 clusters
  Score: Raw -315334.722604 + Penalty 2627.482785 = -312707.239819
  nChanged 10
		SP:Iteration 25Q (78819.790000 sec): 3 clusters
  Score: Raw -315340.831047 + Penalty 2627.482785 = -312713.348262
  nChanged 13
		SP:Iteration 26Q (78819.850000 sec): 3 clusters
  Score: Raw -315349.684945 + Penalty 2627.482785 = -312722.202160
  nChanged 14
		SP:Iteration 27Q (78819.910000 sec): 3 clusters
  Score: Raw -315358.570677 + Penalty 2627.482785 = -312731.087892
  nChanged 9
		SP:Iteration 28Q (78819.980000 sec): 3 clusters
  Score: Raw -315364.609527 + Penalty 2627.482785 = -312737.126742
  nChanged 9
		SP:Iteration 29Q (78820.040000 sec): 3 clusters
  Score: Raw -315369.798870 + Penalty 2627.482785 = -312742.316085
  nChanged 6
		SP:Iteration 30Q (78820.100000 sec): 3 clusters
  Score: Raw -315373.585493 + Penalty 2627.482785 = -312746.102708
  nChanged 5
		SP:Iteration 31Q (78820.160000 sec): 3 clusters
  Score: Raw -315376.201294 + Penalty 2627.482785 = -312748.718509
  nChanged 4
		SP:Iteration 32Q (78820.220000 sec): 3 clusters
  Score: Raw -315379.081474 + Penalty 2627.482785 = -312751.598689
  nChanged 5
		SP:Iteration 33Q (78820.280000 sec): 3 clusters
  Score: Raw -315381.947043 + Penalty 2627.482785 = -312754.464258
  nChanged 7
		SP:Iteration 34Q (78820.340000 sec): 3 clusters
  Score: Raw -315386.314332 + Penalty 2627.482785 = -312758.831547
  nChanged 10
		SP:Iteration 35Q (78820.400000 sec): 3 clusters
  Score: Raw -315393.542589 + Penalty 2627.482785 = -312766.059804
  nChanged 8
		SP:Iteration 36Q (78820.460000 sec): 3 clusters
  Score: Raw -315398.304473 + Penalty 2627.482785 = -312770.821688
  nChanged 6
		SP:Iteration 37Q (78820.520000 sec): 3 clusters
  Score: Raw -315402.034193 + Penalty 2627.482785 = -312774.551409
  nChanged 7
		SP:Iteration 38Q (78820.580000 sec): 3 clusters
  Score: Raw -315406.209255 + Penalty 2627.482785 = -312778.726470
  nChanged 1
		SP:Iteration 39Q (78820.650000 sec): 3 clusters
  Score: Raw -315406.659360 + Penalty 2627.482785 = -312779.176575
  nChanged 2
		SP:Iteration 40F (78820.710000 sec): 3 clusters
  Score: Raw -315407.363119 + Penalty 2627.482785 = -312779.880334
  nChanged 2
		SP:Iteration 41Q (78820.770000 sec): 3 clusters
  Score: Raw -315408.333969 + Penalty 2627.482785 = -312780.851184
  nChanged 1
		SP:Iteration 42Q (78820.830000 sec): 3 clusters
  Score: Raw -315408.730654 + Penalty 2627.482785 = -312781.247869
  nChanged 2
		SP:Iteration 43Q (78820.890000 sec): 3 clusters
  Score: Raw -315409.188504 + Penalty 2627.482785 = -312781.705719
  nChanged 0
		SP:Iteration 44F (78820.950000 sec): 3 clusters
  Score: Raw -315409.188504 + Penalty 2627.482785 = -312781.705719
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78821.010000 sec): 2 clusters
  Score: Raw -149987.594878 + Penalty 1212.516564 = -148775.078314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78821.050000 sec): 3 clusters
  Score: Raw -149347.876686 + Penalty 2425.033127 = -146922.843558
  nChanged 648
		SP:Iteration 1F (78821.080000 sec): 3 clusters
  Score: Raw -149977.513444 + Penalty 2425.033127 = -147552.480317
  nChanged 194
		SP:Iteration 2F (78821.120000 sec): 3 clusters
  Score: Raw -150320.642125 + Penalty 2425.033127 = -147895.608997
  nChanged 168
		SP:Iteration 3F (78821.150000 sec): 3 clusters
  Score: Raw -150637.511347 + Penalty 2425.033127 = -148212.478220
  nChanged 106
		SP:Iteration 4F (78821.180000 sec): 3 clusters
  Score: Raw -150780.911545 + Penalty 2425.033127 = -148355.878418
  nChanged 72
		SP:Iteration 5Q (78821.220000 sec): 3 clusters
  Score: Raw -150877.507801 + Penalty 2425.033127 = -148452.474673
  nChanged 55
		SP:Iteration 6Q (78821.250000 sec): 3 clusters
  Score: Raw -150952.843558 + Penalty 2425.033127 = -148527.810431
  nChanged 43
		SP:Iteration 7Q (78821.280000 sec): 3 clusters
  Score: Raw -150990.765118 + Penalty 2425.033127 = -148565.731991
  nChanged 29
		SP:Iteration 8Q (78821.320000 sec): 3 clusters
  Score: Raw -151018.265982 + Penalty 2425.033127 = -148593.232855
  nChanged 20
		SP:Iteration 9Q (78821.350000 sec): 3 clusters
  Score: Raw -151029.469695 + Penalty 2425.033127 = -148604.436568
  nChanged 6
		SP:Iteration 10Q (78821.380000 sec): 3 clusters
  Score: Raw -151034.336934 + Penalty 2425.033127 = -148609.303806
  nChanged 4
		SP:Iteration 11Q (78821.420000 sec): 3 clusters
  Score: Raw -151037.248901 + Penalty 2425.033127 = -148612.215773
  nChanged 4
		SP:Iteration 12Q (78821.460000 sec): 3 clusters
  Score: Raw -151040.399077 + Penalty 2425.033127 = -148615.365950
  nChanged 4
		SP:Iteration 13Q (78821.490000 sec): 3 clusters
  Score: Raw -151043.772355 + Penalty 2425.033127 = -148618.739227
  nChanged 7
		SP:Iteration 14Q (78821.520000 sec): 3 clusters
  Score: Raw -151051.855341 + Penalty 2425.033127 = -148626.822214
  nChanged 6
		SP:Iteration 15Q (78821.560000 sec): 3 clusters
  Score: Raw -151057.132456 + Penalty 2425.033127 = -148632.099328
  nChanged 3
		SP:Iteration 16Q (78821.590000 sec): 3 clusters
  Score: Raw -151058.708265 + Penalty 2425.033127 = -148633.675137
  nChanged 4
		SP:Iteration 17Q (78821.620000 sec): 3 clusters
  Score: Raw -151060.694148 + Penalty 2425.033127 = -148635.661021
  nChanged 1
		SP:Iteration 18Q (78821.660000 sec): 3 clusters
  Score: Raw -151060.958003 + Penalty 2425.033127 = -148635.924876
  nChanged 1
		SP:Iteration 19Q (78821.690000 sec): 3 clusters
  Score: Raw -151061.455475 + Penalty 2425.033127 = -148636.422347
  nChanged 1
		SP:Iteration 20F (78821.720000 sec): 3 clusters
  Score: Raw -151062.129047 + Penalty 2425.033127 = -148637.095920
  nChanged 1
		SP:Iteration 21Q (78821.760000 sec): 3 clusters
  Score: Raw -151062.515417 + Penalty 2425.033127 = -148637.482289
  nChanged 2
		SP:Iteration 22Q (78821.790000 sec): 3 clusters
  Score: Raw -151063.586580 + Penalty 2425.033127 = -148638.553452
  nChanged 0
		SP:Iteration 23F (78821.820000 sec): 3 clusters
  Score: Raw -151063.586580 + Penalty 2425.033127 = -148638.553452
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78821.900000 sec): 2 clusters
  Score: Raw -227971.877675 + Penalty 1271.991426 = -226699.886249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78821.950000 sec): 3 clusters
  Score: Raw -226871.131829 + Penalty 2543.982853 = -224327.148977
  nChanged 950
		SP:Iteration 1F (78822.000000 sec): 3 clusters
  Score: Raw -227489.901289 + Penalty 2543.982853 = -224945.918437
  nChanged 191
		SP:Iteration 2F (78822.050000 sec): 3 clusters
  Score: Raw -227629.661896 + Penalty 2543.982853 = -225085.679043
  nChanged 140
		SP:Iteration 3F (78822.100000 sec): 3 clusters
  Score: Raw -227733.673373 + Penalty 2543.982853 = -225189.690520
  nChanged 94
		SP:Iteration 4Q (78822.150000 sec): 3 clusters
  Score: Raw -227802.465506 + Penalty 2543.982853 = -225258.482654
  nChanged 83
		SP:Iteration 5Q (78822.200000 sec): 3 clusters
  Score: Raw -227868.932496 + Penalty 2543.982853 = -225324.949644
  nChanged 75
		SP:Iteration 6Q (78822.250000 sec): 3 clusters
  Score: Raw -227923.317909 + Penalty 2543.982853 = -225379.335056
  nChanged 67
		SP:Iteration 7Q (78822.300000 sec): 3 clusters
  Score: Raw -227959.581133 + Penalty 2543.982853 = -225415.598280
  nChanged 64
		SP:Iteration 8Q (78822.350000 sec): 3 clusters
  Score: Raw -227995.280191 + Penalty 2543.982853 = -225451.297338
  nChanged 51
		SP:Iteration 9Q (78822.400000 sec): 3 clusters
  Score: Raw -228018.292994 + Penalty 2543.982853 = -225474.310141
  nChanged 47
		SP:Iteration 10Q (78822.450000 sec): 3 clusters
  Score: Raw -228043.677464 + Penalty 2543.982853 = -225499.694611
  nChanged 43
		SP:Iteration 11Q (78822.500000 sec): 3 clusters
  Score: Raw -228064.072704 + Penalty 2543.982853 = -225520.089851
  nChanged 39
		SP:Iteration 12Q (78822.550000 sec): 3 clusters
  Score: Raw -228080.107899 + Penalty 2543.982853 = -225536.125047
  nChanged 25
		SP:Iteration 13Q (78822.600000 sec): 3 clusters
  Score: Raw -228095.786133 + Penalty 2543.982853 = -225551.803280
  nChanged 27
		SP:Iteration 14Q (78822.650000 sec): 3 clusters
  Score: Raw -228111.749547 + Penalty 2543.982853 = -225567.766694
  nChanged 31
		SP:Iteration 15Q (78822.700000 sec): 3 clusters
  Score: Raw -228129.293123 + Penalty 2543.982853 = -225585.310271
  nChanged 33
		SP:Iteration 16Q (78822.750000 sec): 3 clusters
  Score: Raw -228142.426494 + Penalty 2543.982853 = -225598.443642
  nChanged 29
		SP:Iteration 17Q (78822.800000 sec): 3 clusters
  Score: Raw -228160.132917 + Penalty 2543.982853 = -225616.150064
  nChanged 33
		SP:Iteration 18Q (78822.850000 sec): 3 clusters
  Score: Raw -228176.692534 + Penalty 2543.982853 = -225632.709681
  nChanged 34
		SP:Iteration 19Q (78822.900000 sec): 3 clusters
  Score: Raw -228199.703516 + Penalty 2543.982853 = -225655.720663
  nChanged 34
		SP:Iteration 20F (78822.950000 sec): 3 clusters
  Score: Raw -228218.167590 + Penalty 2543.982853 = -225674.184738
  nChanged 36
		SP:Iteration 21Q (78823.000000 sec): 3 clusters
  Score: Raw -228236.991775 + Penalty 2543.982853 = -225693.008923
  nChanged 30
		SP:Iteration 22Q (78823.050000 sec): 3 clusters
  Score: Raw -228252.524819 + Penalty 2543.982853 = -225708.541967
  nChanged 36
		SP:Iteration 23Q (78823.100000 sec): 3 clusters
  Score: Raw -228273.936525 + Penalty 2543.982853 = -225729.953673
  nChanged 40
		SP:Iteration 24Q (78823.150000 sec): 3 clusters
  Score: Raw -228297.953634 + Penalty 2543.982853 = -225753.970781
  nChanged 38
		SP:Iteration 25Q (78823.200000 sec): 3 clusters
  Score: Raw -228321.162983 + Penalty 2543.982853 = -225777.180131
  nChanged 50
		SP:Iteration 26Q (78823.250000 sec): 3 clusters
  Score: Raw -228351.426480 + Penalty 2543.982853 = -225807.443627
  nChanged 44
		SP:Iteration 27Q (78823.300000 sec): 3 clusters
  Score: Raw -228376.739297 + Penalty 2543.982853 = -225832.756445
  nChanged 40
		SP:Iteration 28Q (78823.350000 sec): 3 clusters
  Score: Raw -228406.612952 + Penalty 2543.982853 = -225862.630099
  nChanged 27
		SP:Iteration 29Q (78823.400000 sec): 3 clusters
  Score: Raw -228437.857544 + Penalty 2543.982853 = -225893.874692
  nChanged 31
		SP:Iteration 30Q (78823.450000 sec): 3 clusters
  Score: Raw -228454.438404 + Penalty 2543.982853 = -225910.455551
  nChanged 24
		SP:Iteration 31Q (78823.500000 sec): 3 clusters
  Score: Raw -228465.285697 + Penalty 2543.982853 = -225921.302844
  nChanged 23
		SP:Iteration 32Q (78823.550000 sec): 3 clusters
  Score: Raw -228477.556332 + Penalty 2543.982853 = -225933.573479
  nChanged 19
		SP:Iteration 33Q (78823.600000 sec): 3 clusters
  Score: Raw -228485.872349 + Penalty 2543.982853 = -225941.889496
  nChanged 9
		SP:Iteration 34Q (78823.650000 sec): 3 clusters
  Score: Raw -228488.398154 + Penalty 2543.982853 = -225944.415301
  nChanged 4
		SP:Iteration 35Q (78823.700000 sec): 3 clusters
  Score: Raw -228490.369145 + Penalty 2543.982853 = -225946.386292
  nChanged 7
		SP:Iteration 36Q (78823.740000 sec): 3 clusters
  Score: Raw -228492.559468 + Penalty 2543.982853 = -225948.576616
  nChanged 6
		SP:Iteration 37Q (78823.800000 sec): 3 clusters
  Score: Raw -228493.852118 + Penalty 2543.982853 = -225949.869265
  nChanged 4
		SP:Iteration 38Q (78823.840000 sec): 3 clusters
  Score: Raw -228494.616910 + Penalty 2543.982853 = -225950.634058
  nChanged 2
		SP:Iteration 39Q (78823.900000 sec): 3 clusters
  Score: Raw -228495.919436 + Penalty 2543.982853 = -225951.936583
  nChanged 1
		SP:Iteration 40F (78823.940000 sec): 3 clusters
  Score: Raw -228496.376715 + Penalty 2543.982853 = -225952.393863
  nChanged 1
		SP:Iteration 41Q (78824.000000 sec): 3 clusters
  Score: Raw -228496.665140 + Penalty 2543.982853 = -225952.682287
  nChanged 1
		SP:Iteration 42Q (78824.040000 sec): 3 clusters
  Score: Raw -228497.150457 + Penalty 2543.982853 = -225953.167604
  nChanged 2
		SP:Iteration 43Q (78824.090000 sec): 3 clusters
  Score: Raw -228497.916050 + Penalty 2543.982853 = -225953.933197
  nChanged 2
		SP:Iteration 44Q (78824.140000 sec): 3 clusters
  Score: Raw -228498.653400 + Penalty 2543.982853 = -225954.670547
  nChanged 1
		SP:Iteration 45Q (78824.190000 sec): 3 clusters
  Score: Raw -228499.124152 + Penalty 2543.982853 = -225955.141299
  nChanged 1
		SP:Iteration 46Q (78824.240000 sec): 3 clusters
  Score: Raw -228499.689491 + Penalty 2543.982853 = -225955.706638
  nChanged 0
		SP:Iteration 47F (78824.290000 sec): 3 clusters
  Score: Raw -228499.689491 + Penalty 2543.982853 = -225955.706638
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78824.360000 sec): 2 clusters
  Score: Raw -236777.009195 + Penalty 1271.602360 = -235505.406835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78824.410000 sec): 3 clusters
  Score: Raw -235649.286122 + Penalty 2543.204720 = -233106.081402
  nChanged 911
		SP:Iteration 1F (78824.460000 sec): 3 clusters
  Score: Raw -236257.907944 + Penalty 2543.204720 = -233714.703225
  nChanged 214
		SP:Iteration 2F (78824.510000 sec): 3 clusters
  Score: Raw -236440.042131 + Penalty 2543.204720 = -233896.837411
  nChanged 163
		SP:Iteration 3F (78824.560000 sec): 3 clusters
  Score: Raw -236621.866545 + Penalty 2543.204720 = -234078.661826
  nChanged 155
		SP:Iteration 4F (78824.600000 sec): 3 clusters
  Score: Raw -236785.316812 + Penalty 2543.204720 = -234242.112093
  nChanged 136
		SP:Iteration 5F (78824.650000 sec): 3 clusters
  Score: Raw -236968.492776 + Penalty 2543.204720 = -234425.288056
  nChanged 131
		SP:Iteration 6F (78824.700000 sec): 3 clusters
  Score: Raw -237107.478804 + Penalty 2543.204720 = -234564.274085
  nChanged 97
		SP:Iteration 7Q (78824.750000 sec): 3 clusters
  Score: Raw -237177.777615 + Penalty 2543.204720 = -234634.572895
  nChanged 73
		SP:Iteration 8Q (78824.800000 sec): 3 clusters
  Score: Raw -237229.231683 + Penalty 2543.204720 = -234686.026963
  nChanged 62
		SP:Iteration 9Q (78824.840000 sec): 3 clusters
  Score: Raw -237276.306755 + Penalty 2543.204720 = -234733.102036
  nChanged 49
		SP:Iteration 10Q (78824.890000 sec): 3 clusters
  Score: Raw -237320.493745 + Penalty 2543.204720 = -234777.289025
  nChanged 34
		SP:Iteration 11Q (78824.940000 sec): 3 clusters
  Score: Raw -237344.212949 + Penalty 2543.204720 = -234801.008229
  nChanged 29
		SP:Iteration 12Q (78824.990000 sec): 3 clusters
  Score: Raw -237365.666340 + Penalty 2543.204720 = -234822.461621
  nChanged 34
		SP:Iteration 13Q (78825.040000 sec): 3 clusters
  Score: Raw -237391.050475 + Penalty 2543.204720 = -234847.845756
  nChanged 34
		SP:Iteration 14Q (78825.080000 sec): 3 clusters
  Score: Raw -237416.886817 + Penalty 2543.204720 = -234873.682098
  nChanged 23
		SP:Iteration 15Q (78825.130000 sec): 3 clusters
  Score: Raw -237435.470083 + Penalty 2543.204720 = -234892.265363
  nChanged 24
		SP:Iteration 16Q (78825.180000 sec): 3 clusters
  Score: Raw -237458.580239 + Penalty 2543.204720 = -234915.375519
  nChanged 25
		SP:Iteration 17Q (78825.310000 sec): 3 clusters
  Score: Raw -237486.349389 + Penalty 2543.204720 = -234943.144669
  nChanged 21
		SP:Iteration 18Q (78825.480000 sec): 3 clusters
  Score: Raw -237505.537981 + Penalty 2543.204720 = -234962.333262
  nChanged 17
		SP:Iteration 19Q (78825.660000 sec): 3 clusters
  Score: Raw -237522.804857 + Penalty 2543.204720 = -234979.600137
  nChanged 16
		SP:Iteration 20F (78825.800000 sec): 3 clusters
  Score: Raw -237537.270789 + Penalty 2543.204720 = -234994.066069
  nChanged 9
		SP:Iteration 21Q (78825.850000 sec): 3 clusters
  Score: Raw -237546.931624 + Penalty 2543.204720 = -235003.726904
  nChanged 3
		SP:Iteration 22Q (78825.900000 sec): 3 clusters
  Score: Raw -237549.128628 + Penalty 2543.204720 = -235005.923908
  nChanged 2
		SP:Iteration 23Q (78825.950000 sec): 3 clusters
  Score: Raw -237550.369041 + Penalty 2543.204720 = -235007.164321
  nChanged 2
		SP:Iteration 24Q (78825.990000 sec): 3 clusters
  Score: Raw -237551.082867 + Penalty 2543.204720 = -235007.878147
  nChanged 0
		SP:Iteration 25F (78826.040000 sec): 3 clusters
  Score: Raw -237551.082867 + Penalty 2543.204720 = -235007.878147
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78826.110000 sec): 2 clusters
  Score: Raw -270982.173319 + Penalty 1278.280075 = -269703.893244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78826.160000 sec): 3 clusters
  Score: Raw -269787.428319 + Penalty 2556.560150 = -267230.868169
  nChanged 1005
		SP:Iteration 1F (78826.220000 sec): 3 clusters
  Score: Raw -270534.356843 + Penalty 2556.560150 = -267977.796693
  nChanged 289
		SP:Iteration 2F (78826.270000 sec): 3 clusters
  Score: Raw -270817.781434 + Penalty 2556.560150 = -268261.221284
  nChanged 174
		SP:Iteration 3F (78826.320000 sec): 3 clusters
  Score: Raw -271003.631899 + Penalty 2556.560150 = -268447.071749
  nChanged 144
		SP:Iteration 4F (78826.380000 sec): 3 clusters
  Score: Raw -271184.855056 + Penalty 2556.560150 = -268628.294906
  nChanged 121
		SP:Iteration 5Q (78826.430000 sec): 3 clusters
  Score: Raw -271311.202828 + Penalty 2556.560150 = -268754.642678
  nChanged 82
		SP:Iteration 6Q (78826.480000 sec): 3 clusters
  Score: Raw -271375.098391 + Penalty 2556.560150 = -268818.538241
  nChanged 52
		SP:Iteration 7Q (78826.530000 sec): 3 clusters
  Score: Raw -271411.051146 + Penalty 2556.560150 = -268854.490996
  nChanged 45
		SP:Iteration 8Q (78826.580000 sec): 3 clusters
  Score: Raw -271433.253080 + Penalty 2556.560150 = -268876.692931
  nChanged 36
		SP:Iteration 9Q (78826.640000 sec): 3 clusters
  Score: Raw -271453.749495 + Penalty 2556.560150 = -268897.189345
  nChanged 27
		SP:Iteration 10Q (78826.690000 sec): 3 clusters
  Score: Raw -271470.763729 + Penalty 2556.560150 = -268914.203579
  nChanged 22
		SP:Iteration 11Q (78826.740000 sec): 3 clusters
  Score: Raw -271480.096814 + Penalty 2556.560150 = -268923.536664
  nChanged 11
		SP:Iteration 12Q (78826.790000 sec): 3 clusters
  Score: Raw -271486.713856 + Penalty 2556.560150 = -268930.153706
  nChanged 9
		SP:Iteration 13Q (78826.840000 sec): 3 clusters
  Score: Raw -271489.485085 + Penalty 2556.560150 = -268932.924935
  nChanged 7
		SP:Iteration 14Q (78826.900000 sec): 3 clusters
  Score: Raw -271492.237490 + Penalty 2556.560150 = -268935.677340
  nChanged 7
		SP:Iteration 15Q (78826.950000 sec): 3 clusters
  Score: Raw -271495.264878 + Penalty 2556.560150 = -268938.704728
  nChanged 3
		SP:Iteration 16Q (78827.000000 sec): 3 clusters
  Score: Raw -271496.827137 + Penalty 2556.560150 = -268940.266987
  nChanged 1
		SP:Iteration 17Q (78827.050000 sec): 3 clusters
  Score: Raw -271497.324501 + Penalty 2556.560150 = -268940.764351
  nChanged 4
		SP:Iteration 18Q (78827.100000 sec): 3 clusters
  Score: Raw -271498.953273 + Penalty 2556.560150 = -268942.393123
  nChanged 2
		SP:Iteration 19Q (78827.160000 sec): 3 clusters
  Score: Raw -271499.703064 + Penalty 2556.560150 = -268943.142914
  nChanged 0
		SP:Iteration 20F (78827.210000 sec): 3 clusters
  Score: Raw -271499.703064 + Penalty 2556.560150 = -268943.142914
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78827.280000 sec): 2 clusters
  Score: Raw -403573.169992 + Penalty 1349.520619 = -402223.649373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78827.370000 sec): 3 clusters
  Score: Raw -401535.500338 + Penalty 2699.041238 = -398836.459100
  nChanged 1596
		SP:Iteration 1F (78827.450000 sec): 3 clusters
  Score: Raw -402440.695768 + Penalty 2699.041238 = -399741.654530
  nChanged 308
		SP:Iteration 2F (78827.530000 sec): 3 clusters
  Score: Raw -402605.033095 + Penalty 2699.041238 = -399905.991857
  nChanged 198
		SP:Iteration 3Q (78827.610000 sec): 3 clusters
  Score: Raw -402691.730098 + Penalty 2699.041238 = -399992.688860
  nChanged 147
		SP:Iteration 4Q (78827.680000 sec): 3 clusters
  Score: Raw -402760.082733 + Penalty 2699.041238 = -400061.041495
  nChanged 111
		SP:Iteration 5Q (78827.760000 sec): 3 clusters
  Score: Raw -402810.824700 + Penalty 2699.041238 = -400111.783462
  nChanged 110
		SP:Iteration 6Q (78827.840000 sec): 3 clusters
  Score: Raw -402856.848732 + Penalty 2699.041238 = -400157.807495
  nChanged 96
		SP:Iteration 7Q (78827.920000 sec): 3 clusters
  Score: Raw -402897.864673 + Penalty 2699.041238 = -400198.823435
  nChanged 93
		SP:Iteration 8Q (78828.000000 sec): 3 clusters
  Score: Raw -402942.448479 + Penalty 2699.041238 = -400243.407241
  nChanged 106
		SP:Iteration 9Q (78828.080000 sec): 3 clusters
  Score: Raw -402998.484682 + Penalty 2699.041238 = -400299.443444
  nChanged 116
		SP:Iteration 10Q (78828.150000 sec): 3 clusters
  Score: Raw -403067.014600 + Penalty 2699.041238 = -400367.973363
  nChanged 131
		SP:Iteration 11Q (78828.230000 sec): 3 clusters
  Score: Raw -403148.676725 + Penalty 2699.041238 = -400449.635488
  nChanged 153
		SP:Iteration 12Q (78828.310000 sec): 3 clusters
  Score: Raw -403264.724617 + Penalty 2699.041238 = -400565.683380
  nChanged 153
		SP:Iteration 13Q (78828.390000 sec): 3 clusters
  Score: Raw -403393.338724 + Penalty 2699.041238 = -400694.297486
  nChanged 138
		SP:Iteration 14Q (78828.460000 sec): 3 clusters
  Score: Raw -403498.790743 + Penalty 2699.041238 = -400799.749505
  nChanged 108
		SP:Iteration 15Q (78828.540000 sec): 3 clusters
  Score: Raw -403575.568981 + Penalty 2699.041238 = -400876.527743
  nChanged 84
		SP:Iteration 16Q (78828.620000 sec): 3 clusters
  Score: Raw -403643.612424 + Penalty 2699.041238 = -400944.571186
  nChanged 79
		SP:Iteration 17Q (78828.700000 sec): 3 clusters
  Score: Raw -403712.856697 + Penalty 2699.041238 = -401013.815460
  nChanged 59
		SP:Iteration 18Q (78828.770000 sec): 3 clusters
  Score: Raw -403764.474756 + Penalty 2699.041238 = -401065.433518
  nChanged 43
		SP:Iteration 19Q (78828.840000 sec): 3 clusters
  Score: Raw -403803.104762 + Penalty 2699.041238 = -401104.063524
  nChanged 27
		SP:Iteration 20F (78828.920000 sec): 3 clusters
  Score: Raw -403825.984970 + Penalty 2699.041238 = -401126.943733
  nChanged 17
		SP:Iteration 21Q (78829.000000 sec): 3 clusters
  Score: Raw -403841.385805 + Penalty 2699.041238 = -401142.344567
  nChanged 14
		SP:Iteration 22Q (78829.070000 sec): 3 clusters
  Score: Raw -403854.493495 + Penalty 2699.041238 = -401155.452258
  nChanged 11
		SP:Iteration 23Q (78829.140000 sec): 3 clusters
  Score: Raw -403863.833235 + Penalty 2699.041238 = -401164.791997
  nChanged 4
		SP:Iteration 24Q (78829.220000 sec): 3 clusters
  Score: Raw -403866.879331 + Penalty 2699.041238 = -401167.838094
  nChanged 3
		SP:Iteration 25Q (78829.290000 sec): 3 clusters
  Score: Raw -403868.839890 + Penalty 2699.041238 = -401169.798652
  nChanged 3
		SP:Iteration 26Q (78829.370000 sec): 3 clusters
  Score: Raw -403871.889157 + Penalty 2699.041238 = -401172.847919
  nChanged 3
		SP:Iteration 27Q (78829.440000 sec): 3 clusters
  Score: Raw -403874.256912 + Penalty 2699.041238 = -401175.215674
  nChanged 1
		SP:Iteration 28Q (78829.520000 sec): 3 clusters
  Score: Raw -403876.464168 + Penalty 2699.041238 = -401177.422930
  nChanged 2
		SP:Iteration 29Q (78829.590000 sec): 3 clusters
  Score: Raw -403877.944523 + Penalty 2699.041238 = -401178.903285
  nChanged 0
		SP:Iteration 30F (78829.670000 sec): 3 clusters
  Score: Raw -403877.944523 + Penalty 2699.041238 = -401178.903285
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78829.820000 sec): 2 clusters
  Score: Raw -1310313.972790 + Penalty 1540.795237 = -1308773.177553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78830.000000 sec): 3 clusters
  Score: Raw -1302763.930509 + Penalty 3081.590473 = -1299682.340036
  nChanged 5694
		SP:Iteration 1F (78830.190000 sec): 3 clusters
  Score: Raw -1305773.492157 + Penalty 3081.590473 = -1302691.901684
  nChanged 853
		SP:Iteration 2F (78830.380000 sec): 3 clusters
  Score: Raw -1306162.206032 + Penalty 3081.590473 = -1303080.615559
  nChanged 754
		SP:Iteration 3F (78830.580000 sec): 3 clusters
  Score: Raw -1306525.480151 + Penalty 3081.590473 = -1303443.889678
  nChanged 759
		SP:Iteration 4F (78830.770000 sec): 3 clusters
  Score: Raw -1306947.696654 + Penalty 3081.590473 = -1303866.106181
  nChanged 830
		SP:Iteration 5F (78830.990000 sec): 3 clusters
  Score: Raw -1307469.614154 + Penalty 3081.590473 = -1304388.023681
  nChanged 830
		SP:Iteration 6F (78831.170000 sec): 3 clusters
  Score: Raw -1308043.148531 + Penalty 3081.590473 = -1304961.558058
  nChanged 778
		SP:Iteration 7F (78831.360000 sec): 3 clusters
  Score: Raw -1308621.841248 + Penalty 3081.590473 = -1305540.250775
  nChanged 685
		SP:Iteration 8F (78831.550000 sec): 3 clusters
  Score: Raw -1309179.042643 + Penalty 3081.590473 = -1306097.452170
  nChanged 542
		SP:Iteration 9Q (78831.760000 sec): 3 clusters
  Score: Raw -1309626.638105 + Penalty 3081.590473 = -1306545.047632
  nChanged 399
		SP:Iteration 10Q (78831.950000 sec): 3 clusters
  Score: Raw -1309961.807030 + Penalty 3081.590473 = -1306880.216557
  nChanged 272
		SP:Iteration 11Q (78832.130000 sec): 3 clusters
  Score: Raw -1310182.613783 + Penalty 3081.590473 = -1307101.023310
  nChanged 182
		SP:Iteration 12Q (78832.320000 sec): 3 clusters
  Score: Raw -1310338.089179 + Penalty 3081.590473 = -1307256.498706
  nChanged 99
		SP:Iteration 13Q (78832.500000 sec): 3 clusters
  Score: Raw -1310415.747167 + Penalty 3081.590473 = -1307334.156694
  nChanged 66
		SP:Iteration 14Q (78832.700000 sec): 3 clusters
  Score: Raw -1310466.224334 + Penalty 3081.590473 = -1307384.633861
  nChanged 48
		SP:Iteration 15Q (78832.870000 sec): 3 clusters
  Score: Raw -1310501.009417 + Penalty 3081.590473 = -1307419.418944
  nChanged 37
		SP:Iteration 16Q (78833.050000 sec): 3 clusters
  Score: Raw -1310528.423081 + Penalty 3081.590473 = -1307446.832608
  nChanged 22
		SP:Iteration 17Q (78833.230000 sec): 3 clusters
  Score: Raw -1310544.325533 + Penalty 3081.590473 = -1307462.735060
  nChanged 17
		SP:Iteration 18Q (78833.430000 sec): 3 clusters
  Score: Raw -1310555.429280 + Penalty 3081.590473 = -1307473.838807
  nChanged 15
		SP:Iteration 19Q (78833.650000 sec): 3 clusters
  Score: Raw -1310564.581227 + Penalty 3081.590473 = -1307482.990754
  nChanged 8
		SP:Iteration 20F (78833.870000 sec): 3 clusters
  Score: Raw -1310570.752576 + Penalty 3081.590473 = -1307489.162103
  nChanged 13
		SP:Iteration 21Q (78834.040000 sec): 3 clusters
  Score: Raw -1310579.078865 + Penalty 3081.590473 = -1307497.488392
  nChanged 9
		SP:Iteration 22Q (78834.210000 sec): 3 clusters
  Score: Raw -1310584.991167 + Penalty 3081.590473 = -1307503.400693
  nChanged 8
		SP:Iteration 23Q (78834.390000 sec): 3 clusters
  Score: Raw -1310590.452421 + Penalty 3081.590473 = -1307508.861948
  nChanged 5
		SP:Iteration 24Q (78834.590000 sec): 3 clusters
  Score: Raw -1310593.674509 + Penalty 3081.590473 = -1307512.084036
  nChanged 3
		SP:Iteration 25Q (78834.770000 sec): 3 clusters
  Score: Raw -1310596.275512 + Penalty 3081.590473 = -1307514.685039
  nChanged 3
		SP:Iteration 26Q (78834.940000 sec): 3 clusters
  Score: Raw -1310598.845257 + Penalty 3081.590473 = -1307517.254784
  nChanged 5
		SP:Iteration 27Q (78835.150000 sec): 3 clusters
  Score: Raw -1310603.778148 + Penalty 3081.590473 = -1307522.187675
  nChanged 3
		SP:Iteration 28Q (78835.360000 sec): 3 clusters
  Score: Raw -1310605.390224 + Penalty 3081.590473 = -1307523.799751
  nChanged 2
		SP:Iteration 29Q (78835.580000 sec): 3 clusters
  Score: Raw -1310606.785805 + Penalty 3081.590473 = -1307525.195332
  nChanged 4
		SP:Iteration 30Q (78835.740000 sec): 3 clusters
  Score: Raw -1310610.404436 + Penalty 3081.590473 = -1307528.813963
  nChanged 3
		SP:Iteration 31Q (78835.920000 sec): 3 clusters
  Score: Raw -1310613.221628 + Penalty 3081.590473 = -1307531.631155
  nChanged 4
		SP:Iteration 32Q (78836.120000 sec): 3 clusters
  Score: Raw -1310615.838623 + Penalty 3081.590473 = -1307534.248150
  nChanged 3
		SP:Iteration 33Q (78836.280000 sec): 3 clusters
  Score: Raw -1310619.052852 + Penalty 3081.590473 = -1307537.462379
  nChanged 7
		SP:Iteration 34Q (78836.460000 sec): 3 clusters
  Score: Raw -1310623.719743 + Penalty 3081.590473 = -1307542.129270
  nChanged 2
		SP:Iteration 35Q (78836.640000 sec): 3 clusters
  Score: Raw -1310625.168776 + Penalty 3081.590473 = -1307543.578303
  nChanged 0
		SP:Iteration 36F (78836.850000 sec): 3 clusters
  Score: Raw -1310625.168776 + Penalty 3081.590473 = -1307543.578303
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (4843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78836.920000 sec): 2 clusters
  Score: Raw -517544.511709 + Penalty 1378.859567 = -516165.652142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78837.040000 sec): 3 clusters
  Score: Raw -515037.577421 + Penalty 2757.719134 = -512279.858287
  nChanged 1936
		SP:Iteration 1F (78837.120000 sec): 3 clusters
  Score: Raw -516091.612930 + Penalty 2757.719134 = -513333.893797
  nChanged 308
		SP:Iteration 2F (78837.220000 sec): 3 clusters
  Score: Raw -516244.933754 + Penalty 2757.719134 = -513487.214620
  nChanged 232
		SP:Iteration 3Q (78837.310000 sec): 3 clusters
  Score: Raw -516369.978318 + Penalty 2757.719134 = -513612.259184
  nChanged 189
		SP:Iteration 4Q (78837.400000 sec): 3 clusters
  Score: Raw -516452.909628 + Penalty 2757.719134 = -513695.190494
  nChanged 160
		SP:Iteration 5Q (78837.490000 sec): 3 clusters
  Score: Raw -516536.833663 + Penalty 2757.719134 = -513779.114529
  nChanged 168
		SP:Iteration 6Q (78837.580000 sec): 3 clusters
  Score: Raw -516634.937989 + Penalty 2757.719134 = -513877.218855
  nChanged 184
		SP:Iteration 7Q (78837.680000 sec): 3 clusters
  Score: Raw -516724.360330 + Penalty 2757.719134 = -513966.641197
  nChanged 161
		SP:Iteration 8Q (78837.770000 sec): 3 clusters
  Score: Raw -516811.778467 + Penalty 2757.719134 = -514054.059333
  nChanged 173
		SP:Iteration 9Q (78837.860000 sec): 3 clusters
  Score: Raw -516904.927016 + Penalty 2757.719134 = -514147.207882
  nChanged 161
		SP:Iteration 10Q (78837.960000 sec): 3 clusters
  Score: Raw -516987.304553 + Penalty 2757.719134 = -514229.585419
  nChanged 144
		SP:Iteration 11Q (78838.050000 sec): 3 clusters
  Score: Raw -517064.651383 + Penalty 2757.719134 = -514306.932249
  nChanged 152
		SP:Iteration 12Q (78838.140000 sec): 3 clusters
  Score: Raw -517146.802826 + Penalty 2757.719134 = -514389.083692
  nChanged 145
		SP:Iteration 13Q (78838.230000 sec): 3 clusters
  Score: Raw -517232.022313 + Penalty 2757.719134 = -514474.303179
  nChanged 126
		SP:Iteration 14Q (78838.320000 sec): 3 clusters
  Score: Raw -517296.659796 + Penalty 2757.719134 = -514538.940663
  nChanged 119
		SP:Iteration 15Q (78838.420000 sec): 3 clusters
  Score: Raw -517356.933280 + Penalty 2757.719134 = -514599.214146
  nChanged 113
		SP:Iteration 16Q (78838.510000 sec): 3 clusters
  Score: Raw -517420.742271 + Penalty 2757.719134 = -514663.023137
  nChanged 113
		SP:Iteration 17Q (78838.600000 sec): 3 clusters
  Score: Raw -517486.323010 + Penalty 2757.719134 = -514728.603876
  nChanged 93
		SP:Iteration 18Q (78838.690000 sec): 3 clusters
  Score: Raw -517539.569358 + Penalty 2757.719134 = -514781.850225
  nChanged 84
		SP:Iteration 19Q (78838.780000 sec): 3 clusters
  Score: Raw -517579.682715 + Penalty 2757.719134 = -514821.963582
  nChanged 72
		SP:Iteration 20F (78838.870000 sec): 3 clusters
  Score: Raw -517611.047928 + Penalty 2757.719134 = -514853.328794
  nChanged 56
		SP:Iteration 21Q (78838.960000 sec): 3 clusters
  Score: Raw -517634.070286 + Penalty 2757.719134 = -514876.351152
  nChanged 57
		SP:Iteration 22Q (78839.050000 sec): 3 clusters
  Score: Raw -517654.951330 + Penalty 2757.719134 = -514897.232196
  nChanged 40
		SP:Iteration 23Q (78839.140000 sec): 3 clusters
  Score: Raw -517670.270488 + Penalty 2757.719134 = -514912.551354
  nChanged 36
		SP:Iteration 24Q (78839.230000 sec): 3 clusters
  Score: Raw -517686.034784 + Penalty 2757.719134 = -514928.315650
  nChanged 39
		SP:Iteration 25Q (78839.320000 sec): 3 clusters
  Score: Raw -517704.599097 + Penalty 2757.719134 = -514946.879963
  nChanged 32
		SP:Iteration 26Q (78839.410000 sec): 3 clusters
  Score: Raw -517715.803264 + Penalty 2757.719134 = -514958.084131
  nChanged 26
		SP:Iteration 27Q (78839.510000 sec): 3 clusters
  Score: Raw -517726.817714 + Penalty 2757.719134 = -514969.098580
  nChanged 29
		SP:Iteration 28Q (78839.600000 sec): 3 clusters
  Score: Raw -517738.166938 + Penalty 2757.719134 = -514980.447804
  nChanged 21
		SP:Iteration 29Q (78839.690000 sec): 3 clusters
  Score: Raw -517746.152066 + Penalty 2757.719134 = -514988.432932
  nChanged 21
		SP:Iteration 30Q (78839.780000 sec): 3 clusters
  Score: Raw -517753.468745 + Penalty 2757.719134 = -514995.749611
  nChanged 15
		SP:Iteration 31Q (78839.870000 sec): 3 clusters
  Score: Raw -517759.895050 + Penalty 2757.719134 = -515002.175917
  nChanged 10
		SP:Iteration 32Q (78839.960000 sec): 3 clusters
  Score: Raw -517762.449712 + Penalty 2757.719134 = -515004.730579
  nChanged 10
		SP:Iteration 33Q (78840.050000 sec): 3 clusters
  Score: Raw -517766.389261 + Penalty 2757.719134 = -515008.670128
  nChanged 14
		SP:Iteration 34Q (78840.140000 sec): 3 clusters
  Score: Raw -517772.766967 + Penalty 2757.719134 = -515015.047834
  nChanged 12
		SP:Iteration 35Q (78840.230000 sec): 3 clusters
  Score: Raw -517777.075032 + Penalty 2757.719134 = -515019.355898
  nChanged 10
		SP:Iteration 36Q (78840.320000 sec): 3 clusters
  Score: Raw -517781.188023 + Penalty 2757.719134 = -515023.468889
  nChanged 14
		SP:Iteration 37Q (78840.410000 sec): 3 clusters
  Score: Raw -517787.313239 + Penalty 2757.719134 = -515029.594106
  nChanged 13
		SP:Iteration 38Q (78840.500000 sec): 3 clusters
  Score: Raw -517791.968889 + Penalty 2757.719134 = -515034.249755
  nChanged 9
		SP:Iteration 39Q (78840.590000 sec): 3 clusters
  Score: Raw -517795.379455 + Penalty 2757.719134 = -515037.660321
  nChanged 4
		SP:Iteration 40F (78840.680000 sec): 3 clusters
  Score: Raw -517797.196287 + Penalty 2757.719134 = -515039.477153
  nChanged 6
		SP:Iteration 41Q (78840.760000 sec): 3 clusters
  Score: Raw -517799.659965 + Penalty 2757.719134 = -515041.940831
  nChanged 5
		SP:Iteration 42Q (78840.860000 sec): 3 clusters
  Score: Raw -517801.565280 + Penalty 2757.719134 = -515043.846146
  nChanged 6
		SP:Iteration 43Q (78840.940000 sec): 3 clusters
  Score: Raw -517803.322395 + Penalty 2757.719134 = -515045.603261
  nChanged 2
		SP:Iteration 44Q (78841.030000 sec): 3 clusters
  Score: Raw -517803.824597 + Penalty 2757.719134 = -515046.105463
  nChanged 2
		SP:Iteration 45Q (78841.120000 sec): 3 clusters
  Score: Raw -517804.375298 + Penalty 2757.719134 = -515046.656164
  nChanged 4
		SP:Iteration 46Q (78841.210000 sec): 3 clusters
  Score: Raw -517804.997808 + Penalty 2757.719134 = -515047.278674
  nChanged 2
		SP:Iteration 47Q (78841.300000 sec): 3 clusters
  Score: Raw -517805.499129 + Penalty 2757.719134 = -515047.779995
  nChanged 0
		SP:Iteration 48F (78841.380000 sec): 3 clusters
  Score: Raw -517805.499129 + Penalty 2757.719134 = -515047.779995
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78841.460000 sec): 2 clusters
  Score: Raw -380307.792466 + Penalty 1350.642142 = -378957.150324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78841.540000 sec): 3 clusters
  Score: Raw -378282.062366 + Penalty 2701.284283 = -375580.778082
  nChanged 1615
		SP:Iteration 1F (78841.620000 sec): 3 clusters
  Score: Raw -379243.071880 + Penalty 2701.284283 = -376541.787596
  nChanged 295
		SP:Iteration 2F (78841.700000 sec): 3 clusters
  Score: Raw -379425.076347 + Penalty 2701.284283 = -376723.792064
  nChanged 205
		SP:Iteration 3F (78841.780000 sec): 3 clusters
  Score: Raw -379546.505927 + Penalty 2701.284283 = -376845.221644
  nChanged 164
		SP:Iteration 4Q (78841.850000 sec): 3 clusters
  Score: Raw -379648.101388 + Penalty 2701.284283 = -376946.817105
  nChanged 153
		SP:Iteration 5Q (78841.930000 sec): 3 clusters
  Score: Raw -379760.300112 + Penalty 2701.284283 = -377059.015829
  nChanged 161
		SP:Iteration 6Q (78842.010000 sec): 3 clusters
  Score: Raw -379875.938324 + Penalty 2701.284283 = -377174.654041
  nChanged 154
		SP:Iteration 7Q (78842.090000 sec): 3 clusters
  Score: Raw -379972.662804 + Penalty 2701.284283 = -377271.378520
  nChanged 128
		SP:Iteration 8Q (78842.160000 sec): 3 clusters
  Score: Raw -380043.705507 + Penalty 2701.284283 = -377342.421224
  nChanged 94
		SP:Iteration 9Q (78842.240000 sec): 3 clusters
  Score: Raw -380098.191080 + Penalty 2701.284283 = -377396.906797
  nChanged 97
		SP:Iteration 10Q (78842.320000 sec): 3 clusters
  Score: Raw -380160.450651 + Penalty 2701.284283 = -377459.166368
  nChanged 100
		SP:Iteration 11Q (78842.400000 sec): 3 clusters
  Score: Raw -380219.241601 + Penalty 2701.284283 = -377517.957318
  nChanged 73
		SP:Iteration 12Q (78842.480000 sec): 3 clusters
  Score: Raw -380256.102636 + Penalty 2701.284283 = -377554.818353
  nChanged 55
		SP:Iteration 13Q (78842.550000 sec): 3 clusters
  Score: Raw -380286.641833 + Penalty 2701.284283 = -377585.357550
  nChanged 47
		SP:Iteration 14Q (78842.630000 sec): 3 clusters
  Score: Raw -380318.270915 + Penalty 2701.284283 = -377616.986631
  nChanged 65
		SP:Iteration 15Q (78842.710000 sec): 3 clusters
  Score: Raw -380367.405975 + Penalty 2701.284283 = -377666.121691
  nChanged 58
		SP:Iteration 16Q (78842.780000 sec): 3 clusters
  Score: Raw -380406.485554 + Penalty 2701.284283 = -377705.201271
  nChanged 42
		SP:Iteration 17Q (78842.860000 sec): 3 clusters
  Score: Raw -380438.725451 + Penalty 2701.284283 = -377737.441168
  nChanged 32
		SP:Iteration 18Q (78842.940000 sec): 3 clusters
  Score: Raw -380461.124117 + Penalty 2701.284283 = -377759.839834
  nChanged 22
		SP:Iteration 19Q (78843.010000 sec): 3 clusters
  Score: Raw -380476.823758 + Penalty 2701.284283 = -377775.539475
  nChanged 15
		SP:Iteration 20F (78843.090000 sec): 3 clusters
  Score: Raw -380490.055947 + Penalty 2701.284283 = -377788.771664
  nChanged 15
		SP:Iteration 21Q (78843.160000 sec): 3 clusters
  Score: Raw -380505.278640 + Penalty 2701.284283 = -377803.994357
  nChanged 16
		SP:Iteration 22Q (78843.240000 sec): 3 clusters
  Score: Raw -380518.330920 + Penalty 2701.284283 = -377817.046637
  nChanged 12
		SP:Iteration 23Q (78843.320000 sec): 3 clusters
  Score: Raw -380528.926891 + Penalty 2701.284283 = -377827.642608
  nChanged 13
		SP:Iteration 24Q (78843.390000 sec): 3 clusters
  Score: Raw -380537.898070 + Penalty 2701.284283 = -377836.613787
  nChanged 14
		SP:Iteration 25Q (78843.460000 sec): 3 clusters
  Score: Raw -380551.390906 + Penalty 2701.284283 = -377850.106623
  nChanged 16
		SP:Iteration 26Q (78843.540000 sec): 3 clusters
  Score: Raw -380570.909299 + Penalty 2701.284283 = -377869.625015
  nChanged 19
		SP:Iteration 27Q (78843.620000 sec): 3 clusters
  Score: Raw -380587.994389 + Penalty 2701.284283 = -377886.710106
  nChanged 14
		SP:Iteration 28Q (78843.690000 sec): 3 clusters
  Score: Raw -380598.846140 + Penalty 2701.284283 = -377897.561857
  nChanged 8
		SP:Iteration 29Q (78843.770000 sec): 3 clusters
  Score: Raw -380607.515330 + Penalty 2701.284283 = -377906.231047
  nChanged 9
		SP:Iteration 30Q (78843.840000 sec): 3 clusters
  Score: Raw -380614.318994 + Penalty 2701.284283 = -377913.034711
  nChanged 7
		SP:Iteration 31Q (78843.920000 sec): 3 clusters
  Score: Raw -380619.721478 + Penalty 2701.284283 = -377918.437195
  nChanged 6
		SP:Iteration 32Q (78843.990000 sec): 3 clusters
  Score: Raw -380627.241546 + Penalty 2701.284283 = -377925.957263
  nChanged 6
		SP:Iteration 33Q (78844.070000 sec): 3 clusters
  Score: Raw -380633.809019 + Penalty 2701.284283 = -377932.524735
  nChanged 7
		SP:Iteration 34Q (78844.140000 sec): 3 clusters
  Score: Raw -380637.846172 + Penalty 2701.284283 = -377936.561888
  nChanged 5
		SP:Iteration 35Q (78844.210000 sec): 3 clusters
  Score: Raw -380641.673813 + Penalty 2701.284283 = -377940.389530
  nChanged 3
		SP:Iteration 36Q (78844.290000 sec): 3 clusters
  Score: Raw -380643.748536 + Penalty 2701.284283 = -377942.464253
  nChanged 6
		SP:Iteration 37Q (78844.370000 sec): 3 clusters
  Score: Raw -380648.318933 + Penalty 2701.284283 = -377947.034650
  nChanged 5
		SP:Iteration 38Q (78844.440000 sec): 3 clusters
  Score: Raw -380653.486168 + Penalty 2701.284283 = -377952.201885
  nChanged 6
		SP:Iteration 39Q (78844.510000 sec): 3 clusters
  Score: Raw -380657.800846 + Penalty 2701.284283 = -377956.516563
  nChanged 2
		SP:Iteration 40F (78844.590000 sec): 3 clusters
  Score: Raw -380658.962462 + Penalty 2701.284283 = -377957.678179
  nChanged 2
		SP:Iteration 41Q (78844.670000 sec): 3 clusters
  Score: Raw -380659.411717 + Penalty 2701.284283 = -377958.127434
  nChanged 1
		SP:Iteration 42Q (78844.740000 sec): 3 clusters
  Score: Raw -380659.878928 + Penalty 2701.284283 = -377958.594645
  nChanged 0
		SP:Iteration 43F (78844.810000 sec): 3 clusters
  Score: Raw -380659.878928 + Penalty 2701.284283 = -377958.594645
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78844.970000 sec): 2 clusters
  Score: Raw -1254356.805591 + Penalty 1537.681324 = -1252819.124267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78845.200000 sec): 3 clusters
  Score: Raw -1246905.221703 + Penalty 3075.362648 = -1243829.859055
  nChanged 5680
		SP:Iteration 1F (78845.420000 sec): 3 clusters
  Score: Raw -1250065.023276 + Penalty 3075.362648 = -1246989.660628
  nChanged 868
		SP:Iteration 2F (78845.620000 sec): 3 clusters
  Score: Raw -1250511.653486 + Penalty 3075.362648 = -1247436.290838
  nChanged 753
		SP:Iteration 3F (78845.820000 sec): 3 clusters
  Score: Raw -1250904.255433 + Penalty 3075.362648 = -1247828.892785
  nChanged 709
		SP:Iteration 4F (78846.010000 sec): 3 clusters
  Score: Raw -1251316.463719 + Penalty 3075.362648 = -1248241.101071
  nChanged 667
		SP:Iteration 5F (78846.210000 sec): 3 clusters
  Score: Raw -1251736.789658 + Penalty 3075.362648 = -1248661.427011
  nChanged 653
		SP:Iteration 6F (78846.430000 sec): 3 clusters
  Score: Raw -1252153.581047 + Penalty 3075.362648 = -1249078.218400
  nChanged 644
		SP:Iteration 7F (78846.610000 sec): 3 clusters
  Score: Raw -1252530.023110 + Penalty 3075.362648 = -1249454.660462
  nChanged 594
		SP:Iteration 8Q (78846.820000 sec): 3 clusters
  Score: Raw -1252859.068811 + Penalty 3075.362648 = -1249783.706164
  nChanged 498
		SP:Iteration 9Q (78847.020000 sec): 3 clusters
  Score: Raw -1253114.080659 + Penalty 3075.362648 = -1250038.718011
  nChanged 437
		SP:Iteration 10Q (78847.220000 sec): 3 clusters
  Score: Raw -1253311.978993 + Penalty 3075.362648 = -1250236.616345
  nChanged 348
		SP:Iteration 11Q (78847.440000 sec): 3 clusters
  Score: Raw -1253440.249376 + Penalty 3075.362648 = -1250364.886728
  nChanged 273
		SP:Iteration 12Q (78847.630000 sec): 3 clusters
  Score: Raw -1253537.109066 + Penalty 3075.362648 = -1250461.746418
  nChanged 225
		SP:Iteration 13Q (78847.820000 sec): 3 clusters
  Score: Raw -1253613.264922 + Penalty 3075.362648 = -1250537.902274
  nChanged 194
		SP:Iteration 14Q (78848.020000 sec): 3 clusters
  Score: Raw -1253672.747894 + Penalty 3075.362648 = -1250597.385246
  nChanged 176
		SP:Iteration 15Q (78848.210000 sec): 3 clusters
  Score: Raw -1253725.583577 + Penalty 3075.362648 = -1250650.220929
  nChanged 160
		SP:Iteration 16Q (78848.410000 sec): 3 clusters
  Score: Raw -1253771.678149 + Penalty 3075.362648 = -1250696.315501
  nChanged 158
		SP:Iteration 17Q (78848.630000 sec): 3 clusters
  Score: Raw -1253819.873053 + Penalty 3075.362648 = -1250744.510405
  nChanged 184
		SP:Iteration 18Q (78848.820000 sec): 3 clusters
  Score: Raw -1253881.436878 + Penalty 3075.362648 = -1250806.074231
  nChanged 183
		SP:Iteration 19Q (78849.020000 sec): 3 clusters
  Score: Raw -1253945.983300 + Penalty 3075.362648 = -1250870.620653
  nChanged 168
		SP:Iteration 20F (78849.210000 sec): 3 clusters
  Score: Raw -1254009.044295 + Penalty 3075.362648 = -1250933.681648
  nChanged 184
		SP:Iteration 21Q (78849.410000 sec): 3 clusters
  Score: Raw -1254077.313904 + Penalty 3075.362648 = -1251001.951256
  nChanged 182
		SP:Iteration 22Q (78849.620000 sec): 3 clusters
  Score: Raw -1254146.802386 + Penalty 3075.362648 = -1251071.439738
  nChanged 169
		SP:Iteration 23Q (78849.810000 sec): 3 clusters
  Score: Raw -1254208.801065 + Penalty 3075.362648 = -1251133.438417
  nChanged 147
		SP:Iteration 24Q (78850.000000 sec): 3 clusters
  Score: Raw -1254271.979481 + Penalty 3075.362648 = -1251196.616833
  nChanged 127
		SP:Iteration 25Q (78850.190000 sec): 3 clusters
  Score: Raw -1254324.498788 + Penalty 3075.362648 = -1251249.136140
  nChanged 99
		SP:Iteration 26Q (78850.390000 sec): 3 clusters
  Score: Raw -1254363.020462 + Penalty 3075.362648 = -1251287.657814
  nChanged 99
		SP:Iteration 27Q (78850.590000 sec): 3 clusters
  Score: Raw -1254400.302926 + Penalty 3075.362648 = -1251324.940279
  nChanged 77
		SP:Iteration 28Q (78850.790000 sec): 3 clusters
  Score: Raw -1254423.030177 + Penalty 3075.362648 = -1251347.667530
  nChanged 60
		SP:Iteration 29Q (78850.980000 sec): 3 clusters
  Score: Raw -1254447.160468 + Penalty 3075.362648 = -1251371.797820
  nChanged 73
		SP:Iteration 30Q (78851.170000 sec): 3 clusters
  Score: Raw -1254478.023004 + Penalty 3075.362648 = -1251402.660356
  nChanged 78
		SP:Iteration 31Q (78851.380000 sec): 3 clusters
  Score: Raw -1254508.779750 + Penalty 3075.362648 = -1251433.417102
  nChanged 71
		SP:Iteration 32Q (78851.560000 sec): 3 clusters
  Score: Raw -1254534.990659 + Penalty 3075.362648 = -1251459.628011
  nChanged 56
		SP:Iteration 33Q (78851.750000 sec): 3 clusters
  Score: Raw -1254555.953027 + Penalty 3075.362648 = -1251480.590380
  nChanged 50
		SP:Iteration 34Q (78851.940000 sec): 3 clusters
  Score: Raw -1254575.582100 + Penalty 3075.362648 = -1251500.219453
  nChanged 38
		SP:Iteration 35Q (78852.150000 sec): 3 clusters
  Score: Raw -1254587.079735 + Penalty 3075.362648 = -1251511.717087
  nChanged 29
		SP:Iteration 36Q (78852.340000 sec): 3 clusters
  Score: Raw -1254598.293411 + Penalty 3075.362648 = -1251522.930763
  nChanged 32
		SP:Iteration 37Q (78852.530000 sec): 3 clusters
  Score: Raw -1254610.612008 + Penalty 3075.362648 = -1251535.249360
  nChanged 28
		SP:Iteration 38Q (78852.720000 sec): 3 clusters
  Score: Raw -1254621.384160 + Penalty 3075.362648 = -1251546.021512
  nChanged 23
		SP:Iteration 39Q (78852.910000 sec): 3 clusters
  Score: Raw -1254629.702629 + Penalty 3075.362648 = -1251554.339981
  nChanged 21
		SP:Iteration 40F (78853.110000 sec): 3 clusters
  Score: Raw -1254635.630152 + Penalty 3075.362648 = -1251560.267504
  nChanged 21
		SP:Iteration 41Q (78853.300000 sec): 3 clusters
  Score: Raw -1254641.499705 + Penalty 3075.362648 = -1251566.137057
  nChanged 18
		SP:Iteration 42Q (78853.490000 sec): 3 clusters
  Score: Raw -1254647.306655 + Penalty 3075.362648 = -1251571.944007
  nChanged 18
		SP:Iteration 43Q (78853.690000 sec): 3 clusters
  Score: Raw -1254652.511092 + Penalty 3075.362648 = -1251577.148445
  nChanged 11
		SP:Iteration 44Q (78853.870000 sec): 3 clusters
  Score: Raw -1254655.566623 + Penalty 3075.362648 = -1251580.203975
  nChanged 11
		SP:Iteration 45Q (78854.070000 sec): 3 clusters
  Score: Raw -1254658.031148 + Penalty 3075.362648 = -1251582.668501
  nChanged 7
		SP:Iteration 46Q (78854.260000 sec): 3 clusters
  Score: Raw -1254660.133860 + Penalty 3075.362648 = -1251584.771213
  nChanged 9
		SP:Iteration 47Q (78854.470000 sec): 3 clusters
  Score: Raw -1254663.642807 + Penalty 3075.362648 = -1251588.280160
  nChanged 7
		SP:Iteration 48Q (78854.650000 sec): 3 clusters
  Score: Raw -1254666.996471 + Penalty 3075.362648 = -1251591.633823
  nChanged 14
		SP:Iteration 49Q (78854.850000 sec): 3 clusters
  Score: Raw -1254671.208406 + Penalty 3075.362648 = -1251595.845759
  nChanged 10
		SP:Iteration 50Q (78855.040000 sec): 3 clusters
  Score: Raw -1254675.255880 + Penalty 3075.362648 = -1251599.893232
  nChanged 14
		SP:Iteration 51Q (78855.250000 sec): 3 clusters
  Score: Raw -1254679.691002 + Penalty 3075.362648 = -1251604.328354
  nChanged 12
		SP:Iteration 52Q (78855.430000 sec): 3 clusters
  Score: Raw -1254684.254869 + Penalty 3075.362648 = -1251608.892221
  nChanged 9
		SP:Iteration 53Q (78855.620000 sec): 3 clusters
  Score: Raw -1254687.646034 + Penalty 3075.362648 = -1251612.283387
  nChanged 12
		SP:Iteration 54Q (78855.810000 sec): 3 clusters
  Score: Raw -1254691.564918 + Penalty 3075.362648 = -1251616.202271
  nChanged 14
		SP:Iteration 55Q (78856.030000 sec): 3 clusters
  Score: Raw -1254697.458203 + Penalty 3075.362648 = -1251622.095556
  nChanged 15
		SP:Iteration 56Q (78856.210000 sec): 3 clusters
  Score: Raw -1254703.457419 + Penalty 3075.362648 = -1251628.094772
  nChanged 15
		SP:Iteration 57Q (78856.400000 sec): 3 clusters
  Score: Raw -1254710.116361 + Penalty 3075.362648 = -1251634.753713
  nChanged 16
		SP:Iteration 58Q (78856.590000 sec): 3 clusters
  Score: Raw -1254717.079265 + Penalty 3075.362648 = -1251641.716617
  nChanged 9
		SP:Iteration 59Q (78856.780000 sec): 3 clusters
  Score: Raw -1254720.896059 + Penalty 3075.362648 = -1251645.533412
  nChanged 14
		SP:Iteration 60F (78856.990000 sec): 3 clusters
  Score: Raw -1254725.087227 + Penalty 3075.362648 = -1251649.724580
  nChanged 12
		SP:Iteration 61Q (78857.190000 sec): 3 clusters
  Score: Raw -1254729.661498 + Penalty 3075.362648 = -1251654.298850
  nChanged 14
		SP:Iteration 62Q (78857.380000 sec): 3 clusters
  Score: Raw -1254735.486920 + Penalty 3075.362648 = -1251660.124272
  nChanged 10
		SP:Iteration 63Q (78857.570000 sec): 3 clusters
  Score: Raw -1254739.484620 + Penalty 3075.362648 = -1251664.121973
  nChanged 8
		SP:Iteration 64Q (78857.780000 sec): 3 clusters
  Score: Raw -1254743.138671 + Penalty 3075.362648 = -1251667.776024
  nChanged 7
		SP:Iteration 65Q (78857.970000 sec): 3 clusters
  Score: Raw -1254746.430355 + Penalty 3075.362648 = -1251671.067708
  nChanged 3
		SP:Iteration 66Q (78858.170000 sec): 3 clusters
  Score: Raw -1254747.371069 + Penalty 3075.362648 = -1251672.008422
  nChanged 1
		SP:Iteration 67Q (78858.360000 sec): 3 clusters
  Score: Raw -1254747.556296 + Penalty 3075.362648 = -1251672.193648
  nChanged 1
		SP:Iteration 68Q (78858.570000 sec): 3 clusters
  Score: Raw -1254747.718059 + Penalty 3075.362648 = -1251672.355411
  nChanged 1
		SP:Iteration 69Q (78858.750000 sec): 3 clusters
  Score: Raw -1254747.959639 + Penalty 3075.362648 = -1251672.596991
  nChanged 0
		SP:Iteration 70F (78858.950000 sec): 3 clusters
  Score: Raw -1254747.959639 + Penalty 3075.362648 = -1251672.596991
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78859.160000 sec): 2 clusters
  Score: Raw -2155685.572231 + Penalty 1616.477246 = -2154069.094985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78859.470000 sec): 3 clusters
  Score: Raw -2142998.765645 + Penalty 3232.954492 = -2139765.811153
  nChanged 9489
		SP:Iteration 1F (78859.760000 sec): 3 clusters
  Score: Raw -2148255.298314 + Penalty 3232.954492 = -2145022.343821
  nChanged 1053
		SP:Iteration 2F (78860.050000 sec): 3 clusters
  Score: Raw -2148661.537434 + Penalty 3232.954492 = -2145428.582942
  nChanged 1041
		SP:Iteration 3Q (78860.350000 sec): 3 clusters
  Score: Raw -2149106.004392 + Penalty 3232.954492 = -2145873.049900
  nChanged 1132
		SP:Iteration 4F (78860.590000 sec): 3 clusters
  Score: Raw -2149701.204346 + Penalty 3232.954492 = -2146468.249854
  nChanged 1258
		SP:Iteration 5F (78860.870000 sec): 3 clusters
  Score: Raw -2150442.266066 + Penalty 3232.954492 = -2147209.311574
  nChanged 1343
		SP:Iteration 6F (78861.160000 sec): 3 clusters
  Score: Raw -2151300.520665 + Penalty 3232.954492 = -2148067.566173
  nChanged 1278
		SP:Iteration 7F (78861.450000 sec): 3 clusters
  Score: Raw -2152151.958380 + Penalty 3232.954492 = -2148919.003888
  nChanged 1283
		SP:Iteration 8F (78861.730000 sec): 3 clusters
  Score: Raw -2152969.536225 + Penalty 3232.954492 = -2149736.581733
  nChanged 1061
		SP:Iteration 9F (78862.020000 sec): 3 clusters
  Score: Raw -2153521.937949 + Penalty 3232.954492 = -2150288.983457
  nChanged 844
		SP:Iteration 10Q (78862.310000 sec): 3 clusters
  Score: Raw -2153908.672170 + Penalty 3232.954492 = -2150675.717677
  nChanged 722
		SP:Iteration 11Q (78862.610000 sec): 3 clusters
  Score: Raw -2154196.169414 + Penalty 3232.954492 = -2150963.214921
  nChanged 558
		SP:Iteration 12Q (78862.890000 sec): 3 clusters
  Score: Raw -2154382.846446 + Penalty 3232.954492 = -2151149.891954
  nChanged 462
		SP:Iteration 13Q (78863.180000 sec): 3 clusters
  Score: Raw -2154498.752890 + Penalty 3232.954492 = -2151265.798398
  nChanged 340
		SP:Iteration 14Q (78863.470000 sec): 3 clusters
  Score: Raw -2154573.057110 + Penalty 3232.954492 = -2151340.102618
  nChanged 288
		SP:Iteration 15Q (78863.760000 sec): 3 clusters
  Score: Raw -2154625.315035 + Penalty 3232.954492 = -2151392.360543
  nChanged 195
		SP:Iteration 16Q (78864.020000 sec): 3 clusters
  Score: Raw -2154655.585994 + Penalty 3232.954492 = -2151422.631501
  nChanged 170
		SP:Iteration 17Q (78864.310000 sec): 3 clusters
  Score: Raw -2154680.814481 + Penalty 3232.954492 = -2151447.859989
  nChanged 157
		SP:Iteration 18Q (78864.610000 sec): 3 clusters
  Score: Raw -2154699.222543 + Penalty 3232.954492 = -2151466.268051
  nChanged 141
		SP:Iteration 19Q (78864.910000 sec): 3 clusters
  Score: Raw -2154715.679785 + Penalty 3232.954492 = -2151482.725293
  nChanged 111
		SP:Iteration 20F (78865.160000 sec): 3 clusters
  Score: Raw -2154728.579037 + Penalty 3232.954492 = -2151495.624545
  nChanged 95
		SP:Iteration 21Q (78865.450000 sec): 3 clusters
  Score: Raw -2154738.771858 + Penalty 3232.954492 = -2151505.817365
  nChanged 89
		SP:Iteration 22Q (78865.750000 sec): 3 clusters
  Score: Raw -2154746.267016 + Penalty 3232.954492 = -2151513.312524
  nChanged 64
		SP:Iteration 23Q (78866.010000 sec): 3 clusters
  Score: Raw -2154750.993097 + Penalty 3232.954492 = -2151518.038605
  nChanged 50
		SP:Iteration 24Q (78866.300000 sec): 3 clusters
  Score: Raw -2154755.487768 + Penalty 3232.954492 = -2151522.533276
  nChanged 51
		SP:Iteration 25Q (78866.600000 sec): 3 clusters
  Score: Raw -2154758.686916 + Penalty 3232.954492 = -2151525.732424
  nChanged 37
		SP:Iteration 26Q (78866.900000 sec): 3 clusters
  Score: Raw -2154761.061750 + Penalty 3232.954492 = -2151528.107258
  nChanged 28
		SP:Iteration 27Q (78867.150000 sec): 3 clusters
  Score: Raw -2154762.782796 + Penalty 3232.954492 = -2151529.828304
  nChanged 32
		SP:Iteration 28Q (78867.450000 sec): 3 clusters
  Score: Raw -2154764.920851 + Penalty 3232.954492 = -2151531.966359
  nChanged 32
		SP:Iteration 29Q (78867.750000 sec): 3 clusters
  Score: Raw -2154767.099906 + Penalty 3232.954492 = -2151534.145414
  nChanged 29
		SP:Iteration 30Q (78868.000000 sec): 3 clusters
  Score: Raw -2154769.047247 + Penalty 3232.954492 = -2151536.092755
  nChanged 31
		SP:Iteration 31Q (78868.300000 sec): 3 clusters
  Score: Raw -2154771.115764 + Penalty 3232.954492 = -2151538.161272
  nChanged 34
		SP:Iteration 32Q (78868.590000 sec): 3 clusters
  Score: Raw -2154773.414975 + Penalty 3232.954492 = -2151540.460483
  nChanged 28
		SP:Iteration 33Q (78868.880000 sec): 3 clusters
  Score: Raw -2154774.922126 + Penalty 3232.954492 = -2151541.967634
  nChanged 31
		SP:Iteration 34Q (78869.180000 sec): 3 clusters
  Score: Raw -2154776.883199 + Penalty 3232.954492 = -2151543.928707
  nChanged 31
		SP:Iteration 35Q (78869.430000 sec): 3 clusters
  Score: Raw -2154779.375373 + Penalty 3232.954492 = -2151546.420880
  nChanged 44
		SP:Iteration 36Q (78869.720000 sec): 3 clusters
  Score: Raw -2154782.922406 + Penalty 3232.954492 = -2151549.967914
  nChanged 40
		SP:Iteration 37Q (78870.020000 sec): 3 clusters
  Score: Raw -2154786.435668 + Penalty 3232.954492 = -2151553.481175
  nChanged 49
		SP:Iteration 38Q (78870.280000 sec): 3 clusters
  Score: Raw -2154791.155527 + Penalty 3232.954492 = -2151558.201035
  nChanged 54
		SP:Iteration 39Q (78870.570000 sec): 3 clusters
  Score: Raw -2154796.127174 + Penalty 3232.954492 = -2151563.172681
  nChanged 59
		SP:Iteration 40F (78870.860000 sec): 3 clusters
  Score: Raw -2154800.775383 + Penalty 3232.954492 = -2151567.820891
  nChanged 52
		SP:Iteration 41Q (78871.160000 sec): 3 clusters
  Score: Raw -2154805.136074 + Penalty 3232.954492 = -2151572.181582
  nChanged 59
		SP:Iteration 42Q (78871.410000 sec): 3 clusters
  Score: Raw -2154810.034888 + Penalty 3232.954492 = -2151577.080396
  nChanged 47
		SP:Iteration 43Q (78871.700000 sec): 3 clusters
  Score: Raw -2154813.525584 + Penalty 3232.954492 = -2151580.571092
  nChanged 54
		SP:Iteration 44Q (78872.000000 sec): 3 clusters
  Score: Raw -2154818.306470 + Penalty 3232.954492 = -2151585.351977
  nChanged 53
		SP:Iteration 45Q (78872.300000 sec): 3 clusters
  Score: Raw -2154822.419146 + Penalty 3232.954492 = -2151589.464654
  nChanged 57
		SP:Iteration 46Q (78872.550000 sec): 3 clusters
  Score: Raw -2154827.836162 + Penalty 3232.954492 = -2151594.881670
  nChanged 70
		SP:Iteration 47Q (78872.840000 sec): 3 clusters
  Score: Raw -2154834.439244 + Penalty 3232.954492 = -2151601.484751
  nChanged 63
		SP:Iteration 48Q (78873.140000 sec): 3 clusters
  Score: Raw -2154840.051018 + Penalty 3232.954492 = -2151607.096526
  nChanged 63
		SP:Iteration 49Q (78873.430000 sec): 3 clusters
  Score: Raw -2154845.571171 + Penalty 3232.954492 = -2151612.616679
  nChanged 67
		SP:Iteration 50Q (78873.690000 sec): 3 clusters
  Score: Raw -2154851.956583 + Penalty 3232.954492 = -2151619.002091
  nChanged 78
		SP:Iteration 51Q (78873.990000 sec): 3 clusters
  Score: Raw -2154861.015077 + Penalty 3232.954492 = -2151628.060585
  nChanged 93
		SP:Iteration 52Q (78874.280000 sec): 3 clusters
  Score: Raw -2154872.141681 + Penalty 3232.954492 = -2151639.187189
  nChanged 105
		SP:Iteration 53Q (78874.530000 sec): 3 clusters
  Score: Raw -2154886.158418 + Penalty 3232.954492 = -2151653.203926
  nChanged 125
		SP:Iteration 54Q (78874.830000 sec): 3 clusters
  Score: Raw -2154906.460473 + Penalty 3232.954492 = -2151673.505981
  nChanged 158
		SP:Iteration 55Q (78875.120000 sec): 3 clusters
  Score: Raw -2154933.643239 + Penalty 3232.954492 = -2151700.688747
  nChanged 178
		SP:Iteration 56Q (78875.410000 sec): 3 clusters
  Score: Raw -2154965.974907 + Penalty 3232.954492 = -2151733.020415
  nChanged 188
		SP:Iteration 57Q (78875.700000 sec): 3 clusters
  Score: Raw -2154999.356613 + Penalty 3232.954492 = -2151766.402120
  nChanged 180
		SP:Iteration 58Q (78875.950000 sec): 3 clusters
  Score: Raw -2155031.997669 + Penalty 3232.954492 = -2151799.043176
  nChanged 207
		SP:Iteration 59Q (78876.240000 sec): 3 clusters
  Score: Raw -2155075.064624 + Penalty 3232.954492 = -2151842.110132
  nChanged 251
		SP:Iteration 60F (78876.530000 sec): 3 clusters
  Score: Raw -2155132.361556 + Penalty 3232.954492 = -2151899.407063
  nChanged 276
		SP:Iteration 61Q (78876.820000 sec): 3 clusters
  Score: Raw -2155199.949995 + Penalty 3232.954492 = -2151966.995502
  nChanged 302
		SP:Iteration 62Q (78877.110000 sec): 3 clusters
  Score: Raw -2155276.133115 + Penalty 3232.954492 = -2152043.178623
  nChanged 322
		SP:Iteration 63Q (78877.400000 sec): 3 clusters
  Score: Raw -2155354.226803 + Penalty 3232.954492 = -2152121.272311
  nChanged 316
		SP:Iteration 64Q (78877.650000 sec): 3 clusters
  Score: Raw -2155430.625175 + Penalty 3232.954492 = -2152197.670682
  nChanged 321
		SP:Iteration 65Q (78877.920000 sec): 3 clusters
  Score: Raw -2155513.949826 + Penalty 3232.954492 = -2152280.995334
  nChanged 323
		SP:Iteration 66Q (78878.210000 sec): 3 clusters
  Score: Raw -2155600.340188 + Penalty 3232.954492 = -2152367.385696
  nChanged 326
		SP:Iteration 67Q (78878.500000 sec): 3 clusters
  Score: Raw -2155687.969330 + Penalty 3232.954492 = -2152455.014837
  nChanged 325
		SP:Iteration 68Q (78878.790000 sec): 3 clusters
  Score: Raw -2155773.801398 + Penalty 3232.954492 = -2152540.846906
  nChanged 309
		SP:Iteration 69Q (78879.070000 sec): 3 clusters
  Score: Raw -2155855.980310 + Penalty 3232.954492 = -2152623.025818
  nChanged 320
		SP:Iteration 70Q (78879.360000 sec): 3 clusters
  Score: Raw -2155947.714657 + Penalty 3232.954492 = -2152714.760165
  nChanged 323
		SP:Iteration 71Q (78879.640000 sec): 3 clusters
  Score: Raw -2156039.071737 + Penalty 3232.954492 = -2152806.117245
  nChanged 305
		SP:Iteration 72Q (78879.930000 sec): 3 clusters
  Score: Raw -2156127.138544 + Penalty 3232.954492 = -2152894.184052
  nChanged 280
		SP:Iteration 73Q (78880.210000 sec): 3 clusters
  Score: Raw -2156204.223505 + Penalty 3232.954492 = -2152971.269013
  nChanged 247
		SP:Iteration 74Q (78880.490000 sec): 3 clusters
  Score: Raw -2156265.232485 + Penalty 3232.954492 = -2153032.277993
  nChanged 217
		SP:Iteration 75Q (78880.760000 sec): 3 clusters
  Score: Raw -2156316.145638 + Penalty 3232.954492 = -2153083.191146
  nChanged 195
		SP:Iteration 76Q (78881.030000 sec): 3 clusters
  Score: Raw -2156359.578171 + Penalty 3232.954492 = -2153126.623679
  nChanged 174
		SP:Iteration 77Q (78881.310000 sec): 3 clusters
  Score: Raw -2156398.692702 + Penalty 3232.954492 = -2153165.738210
  nChanged 148
		SP:Iteration 78Q (78881.550000 sec): 3 clusters
  Score: Raw -2156428.425316 + Penalty 3232.954492 = -2153195.470824
  nChanged 137
		SP:Iteration 79Q (78881.810000 sec): 3 clusters
  Score: Raw -2156459.699386 + Penalty 3232.954492 = -2153226.744894
  nChanged 137
		SP:Iteration 80F (78882.080000 sec): 3 clusters
  Score: Raw -2156493.091471 + Penalty 3232.954492 = -2153260.136979
  nChanged 131
		SP:Iteration 81Q (78882.320000 sec): 3 clusters
  Score: Raw -2156523.532952 + Penalty 3232.954492 = -2153290.578459
  nChanged 121
		SP:Iteration 82Q (78882.580000 sec): 3 clusters
  Score: Raw -2156547.857499 + Penalty 3232.954492 = -2153314.903007
  nChanged 88
		SP:Iteration 83Q (78882.810000 sec): 3 clusters
  Score: Raw -2156565.684517 + Penalty 3232.954492 = -2153332.730025
  nChanged 87
		SP:Iteration 84Q (78883.070000 sec): 3 clusters
  Score: Raw -2156582.716615 + Penalty 3232.954492 = -2153349.762123
  nChanged 63
		SP:Iteration 85Q (78883.330000 sec): 3 clusters
  Score: Raw -2156592.956630 + Penalty 3232.954492 = -2153360.002138
  nChanged 61
		SP:Iteration 86Q (78883.600000 sec): 3 clusters
  Score: Raw -2156604.167533 + Penalty 3232.954492 = -2153371.213041
  nChanged 60
		SP:Iteration 87Q (78883.870000 sec): 3 clusters
  Score: Raw -2156614.140324 + Penalty 3232.954492 = -2153381.185832
  nChanged 43
		SP:Iteration 88Q (78884.150000 sec): 3 clusters
  Score: Raw -2156620.434682 + Penalty 3232.954492 = -2153387.480190
  nChanged 40
		SP:Iteration 89Q (78884.420000 sec): 3 clusters
  Score: Raw -2156627.488087 + Penalty 3232.954492 = -2153394.533595
  nChanged 42
		SP:Iteration 90Q (78884.650000 sec): 3 clusters
  Score: Raw -2156634.523485 + Penalty 3232.954492 = -2153401.568993
  nChanged 38
		SP:Iteration 91Q (78884.910000 sec): 3 clusters
  Score: Raw -2156639.960089 + Penalty 3232.954492 = -2153407.005597
  nChanged 36
		SP:Iteration 92Q (78885.170000 sec): 3 clusters
  Score: Raw -2156645.795863 + Penalty 3232.954492 = -2153412.841371
  nChanged 38
		SP:Iteration 93Q (78885.440000 sec): 3 clusters
  Score: Raw -2156652.572648 + Penalty 3232.954492 = -2153419.618156
  nChanged 41
		SP:Iteration 94Q (78885.710000 sec): 3 clusters
  Score: Raw -2156660.233056 + Penalty 3232.954492 = -2153427.278564
  nChanged 37
		SP:Iteration 95Q (78885.980000 sec): 3 clusters
  Score: Raw -2156666.108810 + Penalty 3232.954492 = -2153433.154318
  nChanged 29
		SP:Iteration 96Q (78886.210000 sec): 3 clusters
  Score: Raw -2156670.916155 + Penalty 3232.954492 = -2153437.961663
  nChanged 27
		SP:Iteration 97Q (78886.470000 sec): 3 clusters
  Score: Raw -2156675.479856 + Penalty 3232.954492 = -2153442.525364
  nChanged 28
		SP:Iteration 98Q (78886.700000 sec): 3 clusters
  Score: Raw -2156681.051274 + Penalty 3232.954492 = -2153448.096782
  nChanged 32
		SP:Iteration 99Q (78886.990000 sec): 3 clusters
  Score: Raw -2156686.628921 + Penalty 3232.954492 = -2153453.674429
  nChanged 29
		SP:Iteration 100F (78887.230000 sec): 3 clusters
  Score: Raw -2156691.772755 + Penalty 3232.954492 = -2153458.818263
  nChanged 33
		SP:Iteration 101Q (78887.500000 sec): 3 clusters
  Score: Raw -2156697.383352 + Penalty 3232.954492 = -2153464.428860
  nChanged 22
		SP:Iteration 102Q (78887.730000 sec): 3 clusters
  Score: Raw -2156700.818558 + Penalty 3232.954492 = -2153467.864066
  nChanged 24
		SP:Iteration 103Q (78887.990000 sec): 3 clusters
  Score: Raw -2156704.281003 + Penalty 3232.954492 = -2153471.326511
  nChanged 16
		SP:Iteration 104Q (78888.220000 sec): 3 clusters
  Score: Raw -2156706.942903 + Penalty 3232.954492 = -2153473.988411
  nChanged 17
		SP:Iteration 105Q (78888.480000 sec): 3 clusters
  Score: Raw -2156709.479369 + Penalty 3232.954492 = -2153476.524877
  nChanged 12
		SP:Iteration 106Q (78888.720000 sec): 3 clusters
  Score: Raw -2156711.689599 + Penalty 3232.954492 = -2153478.735107
  nChanged 14
		SP:Iteration 107Q (78888.970000 sec): 3 clusters
  Score: Raw -2156714.148299 + Penalty 3232.954492 = -2153481.193807
  nChanged 11
		SP:Iteration 108Q (78889.200000 sec): 3 clusters
  Score: Raw -2156715.417140 + Penalty 3232.954492 = -2153482.462647
  nChanged 2
		SP:Iteration 109Q (78889.480000 sec): 3 clusters
  Score: Raw -2156715.601401 + Penalty 3232.954492 = -2153482.646909
  nChanged 3
		SP:Iteration 110Q (78889.710000 sec): 3 clusters
  Score: Raw -2156715.827413 + Penalty 3232.954492 = -2153482.872921
  nChanged 0
		SP:Iteration 111F (78889.980000 sec): 3 clusters
  Score: Raw -2156715.827413 + Penalty 3232.954492 = -2153482.872921
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78890.070000 sec): 2 clusters
  Score: Raw -889136.692847 + Penalty 1468.927208 = -887667.765639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78890.220000 sec): 3 clusters
  Score: Raw -884448.376781 + Penalty 2937.854417 = -881510.522365
  nChanged 3574
		SP:Iteration 1F (78890.350000 sec): 3 clusters
  Score: Raw -886375.204310 + Penalty 2937.854417 = -883437.349893
  nChanged 512
		SP:Iteration 2F (78890.480000 sec): 3 clusters
  Score: Raw -886624.524117 + Penalty 2937.854417 = -883686.669700
  nChanged 465
		SP:Iteration 3F (78890.620000 sec): 3 clusters
  Score: Raw -886853.399166 + Penalty 2937.854417 = -883915.544750
  nChanged 422
		SP:Iteration 4F (78890.750000 sec): 3 clusters
  Score: Raw -887117.048751 + Penalty 2937.854417 = -884179.194335
  nChanged 447
		SP:Iteration 5F (78890.890000 sec): 3 clusters
  Score: Raw -887467.339342 + Penalty 2937.854417 = -884529.484925
  nChanged 466
		SP:Iteration 6F (78891.030000 sec): 3 clusters
  Score: Raw -887885.703431 + Penalty 2937.854417 = -884947.849015
  nChanged 486
		SP:Iteration 7F (78891.160000 sec): 3 clusters
  Score: Raw -888285.347001 + Penalty 2937.854417 = -885347.492584
  nChanged 469
		SP:Iteration 8F (78891.300000 sec): 3 clusters
  Score: Raw -888657.649749 + Penalty 2937.854417 = -885719.795332
  nChanged 421
		SP:Iteration 9Q (78891.440000 sec): 3 clusters
  Score: Raw -889031.646909 + Penalty 2937.854417 = -886093.792493
  nChanged 360
		SP:Iteration 10Q (78891.560000 sec): 3 clusters
  Score: Raw -889369.372099 + Penalty 2937.854417 = -886431.517682
  nChanged 305
		SP:Iteration 11Q (78891.700000 sec): 3 clusters
  Score: Raw -889622.792385 + Penalty 2937.854417 = -886684.937969
  nChanged 237
		SP:Iteration 12Q (78891.840000 sec): 3 clusters
  Score: Raw -889769.585896 + Penalty 2937.854417 = -886831.731480
  nChanged 161
		SP:Iteration 13Q (78891.970000 sec): 3 clusters
  Score: Raw -889845.369626 + Penalty 2937.854417 = -886907.515209
  nChanged 117
		SP:Iteration 14Q (78892.100000 sec): 3 clusters
  Score: Raw -889901.174875 + Penalty 2937.854417 = -886963.320459
  nChanged 96
		SP:Iteration 15Q (78892.240000 sec): 3 clusters
  Score: Raw -889956.474317 + Penalty 2937.854417 = -887018.619901
  nChanged 112
		SP:Iteration 16Q (78892.380000 sec): 3 clusters
  Score: Raw -890020.468265 + Penalty 2937.854417 = -887082.613848
  nChanged 102
		SP:Iteration 17Q (78892.510000 sec): 3 clusters
  Score: Raw -890080.120826 + Penalty 2937.854417 = -887142.266410
  nChanged 106
		SP:Iteration 18Q (78892.640000 sec): 3 clusters
  Score: Raw -890136.811239 + Penalty 2937.854417 = -887198.956823
  nChanged 104
		SP:Iteration 19Q (78892.760000 sec): 3 clusters
  Score: Raw -890182.422374 + Penalty 2937.854417 = -887244.567958
  nChanged 92
		SP:Iteration 20F (78892.890000 sec): 3 clusters
  Score: Raw -890219.868724 + Penalty 2937.854417 = -887282.014307
  nChanged 79
		SP:Iteration 21Q (78893.020000 sec): 3 clusters
  Score: Raw -890246.981967 + Penalty 2937.854417 = -887309.127550
  nChanged 68
		SP:Iteration 22Q (78893.160000 sec): 3 clusters
  Score: Raw -890268.290884 + Penalty 2937.854417 = -887330.436468
  nChanged 62
		SP:Iteration 23Q (78893.290000 sec): 3 clusters
  Score: Raw -890288.840638 + Penalty 2937.854417 = -887350.986221
  nChanged 46
		SP:Iteration 24Q (78893.420000 sec): 3 clusters
  Score: Raw -890300.532327 + Penalty 2937.854417 = -887362.677910
  nChanged 28
		SP:Iteration 25Q (78893.560000 sec): 3 clusters
  Score: Raw -890306.504323 + Penalty 2937.854417 = -887368.649906
  nChanged 27
		SP:Iteration 26Q (78893.690000 sec): 3 clusters
  Score: Raw -890311.927713 + Penalty 2937.854417 = -887374.073297
  nChanged 23
		SP:Iteration 27Q (78893.820000 sec): 3 clusters
  Score: Raw -890315.830139 + Penalty 2937.854417 = -887377.975723
  nChanged 19
		SP:Iteration 28Q (78893.950000 sec): 3 clusters
  Score: Raw -890318.861710 + Penalty 2937.854417 = -887381.007293
  nChanged 11
		SP:Iteration 29Q (78894.070000 sec): 3 clusters
  Score: Raw -890320.352062 + Penalty 2937.854417 = -887382.497645
  nChanged 7
		SP:Iteration 30Q (78894.200000 sec): 3 clusters
  Score: Raw -890321.735864 + Penalty 2937.854417 = -887383.881448
  nChanged 6
		SP:Iteration 31Q (78894.330000 sec): 3 clusters
  Score: Raw -890322.799965 + Penalty 2937.854417 = -887384.945549
  nChanged 7
		SP:Iteration 32Q (78894.460000 sec): 3 clusters
  Score: Raw -890323.696616 + Penalty 2937.854417 = -887385.842200
  nChanged 4
		SP:Iteration 33Q (78894.600000 sec): 3 clusters
  Score: Raw -890324.326205 + Penalty 2937.854417 = -887386.471788
  nChanged 4
		SP:Iteration 34Q (78894.730000 sec): 3 clusters
  Score: Raw -890325.157551 + Penalty 2937.854417 = -887387.303134
  nChanged 7
		SP:Iteration 35Q (78894.860000 sec): 3 clusters
  Score: Raw -890326.099214 + Penalty 2937.854417 = -887388.244797
  nChanged 7
		SP:Iteration 36Q (78895.000000 sec): 3 clusters
  Score: Raw -890326.815616 + Penalty 2937.854417 = -887388.961200
  nChanged 2
		SP:Iteration 37Q (78895.120000 sec): 3 clusters
  Score: Raw -890327.038900 + Penalty 2937.854417 = -887389.184483
  nChanged 1
		SP:Iteration 38Q (78895.260000 sec): 3 clusters
  Score: Raw -890327.146487 + Penalty 2937.854417 = -887389.292070
  nChanged 0
		SP:Iteration 39F (78895.390000 sec): 3 clusters
  Score: Raw -890327.146487 + Penalty 2937.854417 = -887389.292070
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78895.480000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78895.640000 sec): 3 clusters
  Score: Raw -655088.153100 + Penalty 2842.424364 = -652245.728736
  nChanged 2554
		SP:Iteration 1F (78895.760000 sec): 3 clusters
  Score: Raw -656477.242808 + Penalty 2842.424364 = -653634.818443
  nChanged 443
		SP:Iteration 2F (78895.870000 sec): 3 clusters
  Score: Raw -656731.812428 + Penalty 2842.424364 = -653889.388063
  nChanged 378
		SP:Iteration 3F (78895.980000 sec): 3 clusters
  Score: Raw -656974.405829 + Penalty 2842.424364 = -654131.981464
  nChanged 364
		SP:Iteration 4F (78896.090000 sec): 3 clusters
  Score: Raw -657236.645692 + Penalty 2842.424364 = -654394.221328
  nChanged 353
		SP:Iteration 5F (78896.200000 sec): 3 clusters
  Score: Raw -657516.602508 + Penalty 2842.424364 = -654674.178143
  nChanged 362
		SP:Iteration 6F (78896.310000 sec): 3 clusters
  Score: Raw -657800.130075 + Penalty 2842.424364 = -654957.705711
  nChanged 321
		SP:Iteration 7F (78896.430000 sec): 3 clusters
  Score: Raw -658024.112927 + Penalty 2842.424364 = -655181.688563
  nChanged 305
		SP:Iteration 8Q (78896.540000 sec): 3 clusters
  Score: Raw -658227.501222 + Penalty 2842.424364 = -655385.076858
  nChanged 212
		SP:Iteration 9Q (78896.650000 sec): 3 clusters
  Score: Raw -658354.261961 + Penalty 2842.424364 = -655511.837596
  nChanged 193
		SP:Iteration 10Q (78896.760000 sec): 3 clusters
  Score: Raw -658458.978155 + Penalty 2842.424364 = -655616.553791
  nChanged 149
		SP:Iteration 11Q (78896.870000 sec): 3 clusters
  Score: Raw -658520.910194 + Penalty 2842.424364 = -655678.485830
  nChanged 117
		SP:Iteration 12Q (78896.990000 sec): 3 clusters
  Score: Raw -658572.994744 + Penalty 2842.424364 = -655730.570379
  nChanged 97
		SP:Iteration 13Q (78897.100000 sec): 3 clusters
  Score: Raw -658616.492086 + Penalty 2842.424364 = -655774.067722
  nChanged 91
		SP:Iteration 14Q (78897.210000 sec): 3 clusters
  Score: Raw -658653.683388 + Penalty 2842.424364 = -655811.259023
  nChanged 64
		SP:Iteration 15Q (78897.320000 sec): 3 clusters
  Score: Raw -658679.488658 + Penalty 2842.424364 = -655837.064294
  nChanged 53
		SP:Iteration 16Q (78897.440000 sec): 3 clusters
  Score: Raw -658698.651387 + Penalty 2842.424364 = -655856.227023
  nChanged 52
		SP:Iteration 17Q (78897.550000 sec): 3 clusters
  Score: Raw -658717.604578 + Penalty 2842.424364 = -655875.180214
  nChanged 43
		SP:Iteration 18Q (78897.660000 sec): 3 clusters
  Score: Raw -658733.403821 + Penalty 2842.424364 = -655890.979456
  nChanged 38
		SP:Iteration 19Q (78897.770000 sec): 3 clusters
  Score: Raw -658746.522635 + Penalty 2842.424364 = -655904.098271
  nChanged 35
		SP:Iteration 20F (78897.880000 sec): 3 clusters
  Score: Raw -658761.613294 + Penalty 2842.424364 = -655919.188930
  nChanged 40
		SP:Iteration 21Q (78897.990000 sec): 3 clusters
  Score: Raw -658778.779993 + Penalty 2842.424364 = -655936.355629
  nChanged 27
		SP:Iteration 22Q (78898.100000 sec): 3 clusters
  Score: Raw -658791.967312 + Penalty 2842.424364 = -655949.542947
  nChanged 31
		SP:Iteration 23Q (78898.210000 sec): 3 clusters
  Score: Raw -658806.592428 + Penalty 2842.424364 = -655964.168064
  nChanged 30
		SP:Iteration 24Q (78898.320000 sec): 3 clusters
  Score: Raw -658817.420922 + Penalty 2842.424364 = -655974.996558
  nChanged 24
		SP:Iteration 25Q (78898.440000 sec): 3 clusters
  Score: Raw -658827.550867 + Penalty 2842.424364 = -655985.126503
  nChanged 28
		SP:Iteration 26Q (78898.550000 sec): 3 clusters
  Score: Raw -658840.807870 + Penalty 2842.424364 = -655998.383506
  nChanged 24
		SP:Iteration 27Q (78898.660000 sec): 3 clusters
  Score: Raw -658855.509891 + Penalty 2842.424364 = -656013.085527
  nChanged 24
		SP:Iteration 28Q (78898.770000 sec): 3 clusters
  Score: Raw -658864.736155 + Penalty 2842.424364 = -656022.311791
  nChanged 16
		SP:Iteration 29Q (78898.880000 sec): 3 clusters
  Score: Raw -658870.069707 + Penalty 2842.424364 = -656027.645343
  nChanged 15
		SP:Iteration 30Q (78898.980000 sec): 3 clusters
  Score: Raw -658876.940417 + Penalty 2842.424364 = -656034.516053
  nChanged 17
		SP:Iteration 31Q (78899.100000 sec): 3 clusters
  Score: Raw -658883.257444 + Penalty 2842.424364 = -656040.833080
  nChanged 9
		SP:Iteration 32Q (78899.200000 sec): 3 clusters
  Score: Raw -658887.350938 + Penalty 2842.424364 = -656044.926573
  nChanged 12
		SP:Iteration 33Q (78899.320000 sec): 3 clusters
  Score: Raw -658891.499157 + Penalty 2842.424364 = -656049.074793
  nChanged 16
		SP:Iteration 34Q (78899.420000 sec): 3 clusters
  Score: Raw -658896.997127 + Penalty 2842.424364 = -656054.572763
  nChanged 13
		SP:Iteration 35Q (78899.530000 sec): 3 clusters
  Score: Raw -658902.315041 + Penalty 2842.424364 = -656059.890676
  nChanged 20
		SP:Iteration 36Q (78899.640000 sec): 3 clusters
  Score: Raw -658911.022642 + Penalty 2842.424364 = -656068.598278
  nChanged 21
		SP:Iteration 37Q (78899.750000 sec): 3 clusters
  Score: Raw -658916.929835 + Penalty 2842.424364 = -656074.505471
  nChanged 9
		SP:Iteration 38Q (78899.860000 sec): 3 clusters
  Score: Raw -658920.261294 + Penalty 2842.424364 = -656077.836930
  nChanged 9
		SP:Iteration 39Q (78899.970000 sec): 3 clusters
  Score: Raw -658922.600604 + Penalty 2842.424364 = -656080.176240
  nChanged 6
		SP:Iteration 40F (78900.080000 sec): 3 clusters
  Score: Raw -658924.606013 + Penalty 2842.424364 = -656082.181649
  nChanged 7
		SP:Iteration 41Q (78900.180000 sec): 3 clusters
  Score: Raw -658925.987521 + Penalty 2842.424364 = -656083.563157
  nChanged 2
		SP:Iteration 42Q (78900.290000 sec): 3 clusters
  Score: Raw -658926.352727 + Penalty 2842.424364 = -656083.928363
  nChanged 1
		SP:Iteration 43Q (78900.400000 sec): 3 clusters
  Score: Raw -658926.516425 + Penalty 2842.424364 = -656084.092060
  nChanged 0
		SP:Iteration 44F (78900.510000 sec): 3 clusters
  Score: Raw -658926.516425 + Penalty 2842.424364 = -656084.092060
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (8288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78900.610000 sec): 2 clusters
  Score: Raw -758313.346254 + Penalty 1466.166644 = -756847.179610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78900.770000 sec): 3 clusters
  Score: Raw -753648.119200 + Penalty 2932.333288 = -750715.785911
  nChanged 3513
		SP:Iteration 1F (78900.890000 sec): 3 clusters
  Score: Raw -755577.217311 + Penalty 2932.333288 = -752644.884023
  nChanged 524
		SP:Iteration 2F (78901.010000 sec): 3 clusters
  Score: Raw -755860.614983 + Penalty 2932.333288 = -752928.281695
  nChanged 472
		SP:Iteration 3F (78901.140000 sec): 3 clusters
  Score: Raw -756107.861848 + Penalty 2932.333288 = -753175.528559
  nChanged 444
		SP:Iteration 4F (78901.260000 sec): 3 clusters
  Score: Raw -756400.808389 + Penalty 2932.333288 = -753468.475100
  nChanged 496
		SP:Iteration 5F (78901.400000 sec): 3 clusters
  Score: Raw -756743.436640 + Penalty 2932.333288 = -753811.103352
  nChanged 474
		SP:Iteration 6F (78901.530000 sec): 3 clusters
  Score: Raw -757056.885489 + Penalty 2932.333288 = -754124.552201
  nChanged 407
		SP:Iteration 7Q (78901.670000 sec): 3 clusters
  Score: Raw -757299.717428 + Penalty 2932.333288 = -754367.384140
  nChanged 351
		SP:Iteration 8Q (78901.810000 sec): 3 clusters
  Score: Raw -757507.766018 + Penalty 2932.333288 = -754575.432730
  nChanged 323
		SP:Iteration 9Q (78901.960000 sec): 3 clusters
  Score: Raw -757685.782063 + Penalty 2932.333288 = -754753.448775
  nChanged 295
		SP:Iteration 10Q (78902.100000 sec): 3 clusters
  Score: Raw -757849.764205 + Penalty 2932.333288 = -754917.430917
  nChanged 271
		SP:Iteration 11Q (78902.240000 sec): 3 clusters
  Score: Raw -757995.696131 + Penalty 2932.333288 = -755063.362843
  nChanged 256
		SP:Iteration 12Q (78902.370000 sec): 3 clusters
  Score: Raw -758125.662719 + Penalty 2932.333288 = -755193.329430
  nChanged 236
		SP:Iteration 13Q (78902.490000 sec): 3 clusters
  Score: Raw -758245.359830 + Penalty 2932.333288 = -755313.026541
  nChanged 215
		SP:Iteration 14Q (78902.620000 sec): 3 clusters
  Score: Raw -758364.550897 + Penalty 2932.333288 = -755432.217609
  nChanged 191
		SP:Iteration 15Q (78902.760000 sec): 3 clusters
  Score: Raw -758451.443815 + Penalty 2932.333288 = -755519.110526
  nChanged 151
		SP:Iteration 16Q (78902.900000 sec): 3 clusters
  Score: Raw -758515.932415 + Penalty 2932.333288 = -755583.599127
  nChanged 134
		SP:Iteration 17Q (78903.040000 sec): 3 clusters
  Score: Raw -758570.857280 + Penalty 2932.333288 = -755638.523991
  nChanged 106
		SP:Iteration 18Q (78903.180000 sec): 3 clusters
  Score: Raw -758614.223583 + Penalty 2932.333288 = -755681.890295
  nChanged 107
		SP:Iteration 19Q (78903.320000 sec): 3 clusters
  Score: Raw -758661.575756 + Penalty 2932.333288 = -755729.242468
  nChanged 106
		SP:Iteration 20F (78903.450000 sec): 3 clusters
  Score: Raw -758697.720763 + Penalty 2932.333288 = -755765.387474
  nChanged 91
		SP:Iteration 21Q (78903.580000 sec): 3 clusters
  Score: Raw -758730.204392 + Penalty 2932.333288 = -755797.871103
  nChanged 92
		SP:Iteration 22Q (78903.700000 sec): 3 clusters
  Score: Raw -758769.622318 + Penalty 2932.333288 = -755837.289030
  nChanged 108
		SP:Iteration 23Q (78903.840000 sec): 3 clusters
  Score: Raw -758812.759324 + Penalty 2932.333288 = -755880.426036
  nChanged 90
		SP:Iteration 24Q (78903.980000 sec): 3 clusters
  Score: Raw -758843.783901 + Penalty 2932.333288 = -755911.450613
  nChanged 85
		SP:Iteration 25Q (78904.110000 sec): 3 clusters
  Score: Raw -758876.164200 + Penalty 2932.333288 = -755943.830912
  nChanged 80
		SP:Iteration 26Q (78904.250000 sec): 3 clusters
  Score: Raw -758902.704974 + Penalty 2932.333288 = -755970.371686
  nChanged 73
		SP:Iteration 27Q (78904.380000 sec): 3 clusters
  Score: Raw -758925.353857 + Penalty 2932.333288 = -755993.020569
  nChanged 69
		SP:Iteration 28Q (78904.520000 sec): 3 clusters
  Score: Raw -758944.146933 + Penalty 2932.333288 = -756011.813644
  nChanged 52
		SP:Iteration 29Q (78904.650000 sec): 3 clusters
  Score: Raw -758958.379287 + Penalty 2932.333288 = -756026.045998
  nChanged 44
		SP:Iteration 30Q (78904.790000 sec): 3 clusters
  Score: Raw -758970.641885 + Penalty 2932.333288 = -756038.308596
  nChanged 45
		SP:Iteration 31Q (78904.920000 sec): 3 clusters
  Score: Raw -758984.293884 + Penalty 2932.333288 = -756051.960596
  nChanged 41
		SP:Iteration 32Q (78905.050000 sec): 3 clusters
  Score: Raw -758995.613976 + Penalty 2932.333288 = -756063.280688
  nChanged 46
		SP:Iteration 33Q (78905.170000 sec): 3 clusters
  Score: Raw -759007.834182 + Penalty 2932.333288 = -756075.500894
  nChanged 41
		SP:Iteration 34Q (78905.300000 sec): 3 clusters
  Score: Raw -759019.107567 + Penalty 2932.333288 = -756086.774279
  nChanged 41
		SP:Iteration 35Q (78905.430000 sec): 3 clusters
  Score: Raw -759030.352550 + Penalty 2932.333288 = -756098.019261
  nChanged 44
		SP:Iteration 36Q (78905.560000 sec): 3 clusters
  Score: Raw -759040.233739 + Penalty 2932.333288 = -756107.900451
  nChanged 36
		SP:Iteration 37Q (78905.700000 sec): 3 clusters
  Score: Raw -759046.835439 + Penalty 2932.333288 = -756114.502151
  nChanged 21
		SP:Iteration 38Q (78905.830000 sec): 3 clusters
  Score: Raw -759050.785696 + Penalty 2932.333288 = -756118.452408
  nChanged 16
		SP:Iteration 39Q (78905.960000 sec): 3 clusters
  Score: Raw -759053.106656 + Penalty 2932.333288 = -756120.773368
  nChanged 12
		SP:Iteration 40F (78906.100000 sec): 3 clusters
  Score: Raw -759054.812245 + Penalty 2932.333288 = -756122.478957
  nChanged 9
		SP:Iteration 41Q (78906.240000 sec): 3 clusters
  Score: Raw -759056.576311 + Penalty 2932.333288 = -756124.243023
  nChanged 7
		SP:Iteration 42Q (78906.370000 sec): 3 clusters
  Score: Raw -759057.428991 + Penalty 2932.333288 = -756125.095703
  nChanged 6
		SP:Iteration 43Q (78906.510000 sec): 3 clusters
  Score: Raw -759058.410146 + Penalty 2932.333288 = -756126.076857
  nChanged 5
		SP:Iteration 44Q (78906.630000 sec): 3 clusters
  Score: Raw -759059.130303 + Penalty 2932.333288 = -756126.797015
  nChanged 4
		SP:Iteration 45Q (78906.750000 sec): 3 clusters
  Score: Raw -759060.413527 + Penalty 2932.333288 = -756128.080238
  nChanged 7
		SP:Iteration 46Q (78906.880000 sec): 3 clusters
  Score: Raw -759062.419965 + Penalty 2932.333288 = -756130.086677
  nChanged 8
		SP:Iteration 47Q (78907.020000 sec): 3 clusters
  Score: Raw -759064.394256 + Penalty 2932.333288 = -756132.060968
  nChanged 9
		SP:Iteration 48Q (78907.150000 sec): 3 clusters
  Score: Raw -759065.956175 + Penalty 2932.333288 = -756133.622887
  nChanged 9
		SP:Iteration 49Q (78907.280000 sec): 3 clusters
  Score: Raw -759067.024790 + Penalty 2932.333288 = -756134.691502
  nChanged 9
		SP:Iteration 50Q (78907.420000 sec): 3 clusters
  Score: Raw -759068.429530 + Penalty 2932.333288 = -756136.096241
  nChanged 9
		SP:Iteration 51Q (78907.560000 sec): 3 clusters
  Score: Raw -759069.767972 + Penalty 2932.333288 = -756137.434684
  nChanged 8
		SP:Iteration 52Q (78907.690000 sec): 3 clusters
  Score: Raw -759070.677073 + Penalty 2932.333288 = -756138.343784
  nChanged 6
		SP:Iteration 53Q (78907.820000 sec): 3 clusters
  Score: Raw -759071.324030 + Penalty 2932.333288 = -756138.990741
  nChanged 4
		SP:Iteration 54Q (78907.960000 sec): 3 clusters
  Score: Raw -759071.654707 + Penalty 2932.333288 = -756139.321418
  nChanged 5
		SP:Iteration 55Q (78908.090000 sec): 3 clusters
  Score: Raw -759072.225689 + Penalty 2932.333288 = -756139.892400
  nChanged 4
		SP:Iteration 56Q (78908.220000 sec): 3 clusters
  Score: Raw -759072.903435 + Penalty 2932.333288 = -756140.570147
  nChanged 6
		SP:Iteration 57Q (78908.350000 sec): 3 clusters
  Score: Raw -759073.700061 + Penalty 2932.333288 = -756141.366773
  nChanged 3
		SP:Iteration 58Q (78908.470000 sec): 3 clusters
  Score: Raw -759074.091221 + Penalty 2932.333288 = -756141.757932
  nChanged 4
		SP:Iteration 59Q (78908.590000 sec): 3 clusters
  Score: Raw -759074.602501 + Penalty 2932.333288 = -756142.269213
  nChanged 4
		SP:Iteration 60F (78908.710000 sec): 3 clusters
  Score: Raw -759075.305368 + Penalty 2932.333288 = -756142.972080
  nChanged 3
		SP:Iteration 61Q (78908.850000 sec): 3 clusters
  Score: Raw -759075.639220 + Penalty 2932.333288 = -756143.305932
  nChanged 0
		SP:Iteration 62F (78908.990000 sec): 3 clusters
  Score: Raw -759075.639220 + Penalty 2932.333288 = -756143.305932
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78909.070000 sec): 2 clusters
  Score: Raw -507485.891693 + Penalty 1393.113517 = -506092.778176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78909.190000 sec): 3 clusters
  Score: Raw -504750.003634 + Penalty 2786.227033 = -501963.776601
  nChanged 2159
		SP:Iteration 1F (78909.290000 sec): 3 clusters
  Score: Raw -505946.121370 + Penalty 2786.227033 = -503159.894337
  nChanged 417
		SP:Iteration 2F (78909.390000 sec): 3 clusters
  Score: Raw -506183.695085 + Penalty 2786.227033 = -503397.468052
  nChanged 327
		SP:Iteration 3F (78909.480000 sec): 3 clusters
  Score: Raw -506368.929435 + Penalty 2786.227033 = -503582.702401
  nChanged 266
		SP:Iteration 4F (78909.570000 sec): 3 clusters
  Score: Raw -506518.800612 + Penalty 2786.227033 = -503732.573579
  nChanged 212
		SP:Iteration 5Q (78909.670000 sec): 3 clusters
  Score: Raw -506611.698722 + Penalty 2786.227033 = -503825.471689
  nChanged 163
		SP:Iteration 6Q (78909.770000 sec): 3 clusters
  Score: Raw -506673.305252 + Penalty 2786.227033 = -503887.078218
  nChanged 143
		SP:Iteration 7Q (78909.870000 sec): 3 clusters
  Score: Raw -506735.464778 + Penalty 2786.227033 = -503949.237745
  nChanged 146
		SP:Iteration 8Q (78909.970000 sec): 3 clusters
  Score: Raw -506797.113612 + Penalty 2786.227033 = -504010.886579
  nChanged 137
		SP:Iteration 9Q (78910.070000 sec): 3 clusters
  Score: Raw -506852.476995 + Penalty 2786.227033 = -504066.249961
  nChanged 111
		SP:Iteration 10Q (78910.170000 sec): 3 clusters
  Score: Raw -506899.355353 + Penalty 2786.227033 = -504113.128319
  nChanged 125
		SP:Iteration 11Q (78910.260000 sec): 3 clusters
  Score: Raw -506945.080184 + Penalty 2786.227033 = -504158.853150
  nChanged 102
		SP:Iteration 12Q (78910.360000 sec): 3 clusters
  Score: Raw -506981.798751 + Penalty 2786.227033 = -504195.571717
  nChanged 90
		SP:Iteration 13Q (78910.450000 sec): 3 clusters
  Score: Raw -507015.429048 + Penalty 2786.227033 = -504229.202015
  nChanged 85
		SP:Iteration 14Q (78910.550000 sec): 3 clusters
  Score: Raw -507049.939661 + Penalty 2786.227033 = -504263.712627
  nChanged 94
		SP:Iteration 15Q (78910.650000 sec): 3 clusters
  Score: Raw -507085.472312 + Penalty 2786.227033 = -504299.245279
  nChanged 88
		SP:Iteration 16Q (78910.750000 sec): 3 clusters
  Score: Raw -507115.482998 + Penalty 2786.227033 = -504329.255965
  nChanged 67
		SP:Iteration 17Q (78910.850000 sec): 3 clusters
  Score: Raw -507135.250711 + Penalty 2786.227033 = -504349.023678
  nChanged 59
		SP:Iteration 18Q (78910.950000 sec): 3 clusters
  Score: Raw -507156.561922 + Penalty 2786.227033 = -504370.334889
  nChanged 73
		SP:Iteration 19Q (78911.040000 sec): 3 clusters
  Score: Raw -507180.739735 + Penalty 2786.227033 = -504394.512702
  nChanged 66
		SP:Iteration 20F (78911.140000 sec): 3 clusters
  Score: Raw -507200.192893 + Penalty 2786.227033 = -504413.965859
  nChanged 56
		SP:Iteration 21Q (78911.240000 sec): 3 clusters
  Score: Raw -507215.814413 + Penalty 2786.227033 = -504429.587380
  nChanged 56
		SP:Iteration 22Q (78911.330000 sec): 3 clusters
  Score: Raw -507231.032280 + Penalty 2786.227033 = -504444.805247
  nChanged 40
		SP:Iteration 23Q (78911.430000 sec): 3 clusters
  Score: Raw -507242.288952 + Penalty 2786.227033 = -504456.061919
  nChanged 40
		SP:Iteration 24Q (78911.530000 sec): 3 clusters
  Score: Raw -507253.178692 + Penalty 2786.227033 = -504466.951659
  nChanged 41
		SP:Iteration 25Q (78911.630000 sec): 3 clusters
  Score: Raw -507263.123423 + Penalty 2786.227033 = -504476.896390
  nChanged 38
		SP:Iteration 26Q (78911.730000 sec): 3 clusters
  Score: Raw -507271.839426 + Penalty 2786.227033 = -504485.612393
  nChanged 40
		SP:Iteration 27Q (78911.820000 sec): 3 clusters
  Score: Raw -507282.408436 + Penalty 2786.227033 = -504496.181402
  nChanged 38
		SP:Iteration 28Q (78911.920000 sec): 3 clusters
  Score: Raw -507291.736637 + Penalty 2786.227033 = -504505.509604
  nChanged 32
		SP:Iteration 29Q (78912.020000 sec): 3 clusters
  Score: Raw -507301.889322 + Penalty 2786.227033 = -504515.662288
  nChanged 35
		SP:Iteration 30Q (78912.120000 sec): 3 clusters
  Score: Raw -507314.835452 + Penalty 2786.227033 = -504528.608418
  nChanged 44
		SP:Iteration 31Q (78912.210000 sec): 3 clusters
  Score: Raw -507334.506706 + Penalty 2786.227033 = -504548.279672
  nChanged 52
		SP:Iteration 32Q (78912.310000 sec): 3 clusters
  Score: Raw -507352.079737 + Penalty 2786.227033 = -504565.852704
  nChanged 54
		SP:Iteration 33Q (78912.410000 sec): 3 clusters
  Score: Raw -507371.046855 + Penalty 2786.227033 = -504584.819822
  nChanged 49
		SP:Iteration 34Q (78912.510000 sec): 3 clusters
  Score: Raw -507386.237137 + Penalty 2786.227033 = -504600.010104
  nChanged 42
		SP:Iteration 35Q (78912.610000 sec): 3 clusters
  Score: Raw -507399.413057 + Penalty 2786.227033 = -504613.186024
  nChanged 42
		SP:Iteration 36Q (78912.700000 sec): 3 clusters
  Score: Raw -507415.565411 + Penalty 2786.227033 = -504629.338377
  nChanged 45
		SP:Iteration 37Q (78912.800000 sec): 3 clusters
  Score: Raw -507429.754347 + Penalty 2786.227033 = -504643.527314
  nChanged 41
		SP:Iteration 38Q (78912.900000 sec): 3 clusters
  Score: Raw -507441.869174 + Penalty 2786.227033 = -504655.642141
  nChanged 51
		SP:Iteration 39Q (78912.990000 sec): 3 clusters
  Score: Raw -507463.206138 + Penalty 2786.227033 = -504676.979105
  nChanged 52
		SP:Iteration 40F (78913.090000 sec): 3 clusters
  Score: Raw -507481.669646 + Penalty 2786.227033 = -504695.442612
  nChanged 50
		SP:Iteration 41Q (78913.190000 sec): 3 clusters
  Score: Raw -507500.408938 + Penalty 2786.227033 = -504714.181904
  nChanged 56
		SP:Iteration 42Q (78913.280000 sec): 3 clusters
  Score: Raw -507518.989838 + Penalty 2786.227033 = -504732.762804
  nChanged 49
		SP:Iteration 43Q (78913.380000 sec): 3 clusters
  Score: Raw -507538.220423 + Penalty 2786.227033 = -504751.993390
  nChanged 46
		SP:Iteration 44Q (78913.480000 sec): 3 clusters
  Score: Raw -507551.513162 + Penalty 2786.227033 = -504765.286128
  nChanged 39
		SP:Iteration 45Q (78913.570000 sec): 3 clusters
  Score: Raw -507562.388782 + Penalty 2786.227033 = -504776.161748
  nChanged 36
		SP:Iteration 46Q (78913.670000 sec): 3 clusters
  Score: Raw -507576.682432 + Penalty 2786.227033 = -504790.455398
  nChanged 40
		SP:Iteration 47Q (78913.760000 sec): 3 clusters
  Score: Raw -507593.078760 + Penalty 2786.227033 = -504806.851726
  nChanged 42
		SP:Iteration 48Q (78913.860000 sec): 3 clusters
  Score: Raw -507611.915412 + Penalty 2786.227033 = -504825.688379
  nChanged 50
		SP:Iteration 49Q (78913.950000 sec): 3 clusters
  Score: Raw -507632.914352 + Penalty 2786.227033 = -504846.687319
  nChanged 47
		SP:Iteration 50Q (78914.050000 sec): 3 clusters
  Score: Raw -507652.843028 + Penalty 2786.227033 = -504866.615994
  nChanged 47
		SP:Iteration 51Q (78914.150000 sec): 3 clusters
  Score: Raw -507679.336753 + Penalty 2786.227033 = -504893.109720
  nChanged 57
		SP:Iteration 52Q (78914.240000 sec): 3 clusters
  Score: Raw -507714.163092 + Penalty 2786.227033 = -504927.936059
  nChanged 60
		SP:Iteration 53Q (78914.340000 sec): 3 clusters
  Score: Raw -507748.861177 + Penalty 2786.227033 = -504962.634144
  nChanged 56
		SP:Iteration 54Q (78914.430000 sec): 3 clusters
  Score: Raw -507788.670761 + Penalty 2786.227033 = -505002.443728
  nChanged 59
		SP:Iteration 55Q (78914.530000 sec): 3 clusters
  Score: Raw -507828.442780 + Penalty 2786.227033 = -505042.215746
  nChanged 57
		SP:Iteration 56Q (78914.620000 sec): 3 clusters
  Score: Raw -507860.482707 + Penalty 2786.227033 = -505074.255674
  nChanged 53
		SP:Iteration 57Q (78914.720000 sec): 3 clusters
  Score: Raw -507889.575592 + Penalty 2786.227033 = -505103.348559
  nChanged 44
		SP:Iteration 58Q (78914.810000 sec): 3 clusters
  Score: Raw -507913.004624 + Penalty 2786.227033 = -505126.777591
  nChanged 32
		SP:Iteration 59Q (78914.910000 sec): 3 clusters
  Score: Raw -507924.067065 + Penalty 2786.227033 = -505137.840031
  nChanged 30
		SP:Iteration 60F (78915.000000 sec): 3 clusters
  Score: Raw -507937.392844 + Penalty 2786.227033 = -505151.165811
  nChanged 20
		SP:Iteration 61Q (78915.100000 sec): 3 clusters
  Score: Raw -507943.590089 + Penalty 2786.227033 = -505157.363056
  nChanged 18
		SP:Iteration 62Q (78915.190000 sec): 3 clusters
  Score: Raw -507950.382463 + Penalty 2786.227033 = -505164.155430
  nChanged 21
		SP:Iteration 63Q (78915.280000 sec): 3 clusters
  Score: Raw -507960.224990 + Penalty 2786.227033 = -505173.997957
  nChanged 17
		SP:Iteration 64Q (78915.380000 sec): 3 clusters
  Score: Raw -507969.298800 + Penalty 2786.227033 = -505183.071767
  nChanged 16
		SP:Iteration 65Q (78915.470000 sec): 3 clusters
  Score: Raw -507978.270701 + Penalty 2786.227033 = -505192.043668
  nChanged 24
		SP:Iteration 66Q (78915.570000 sec): 3 clusters
  Score: Raw -507990.079567 + Penalty 2786.227033 = -505203.852533
  nChanged 22
		SP:Iteration 67Q (78915.660000 sec): 3 clusters
  Score: Raw -508003.141232 + Penalty 2786.227033 = -505216.914199
  nChanged 21
		SP:Iteration 68Q (78915.750000 sec): 3 clusters
  Score: Raw -508017.126823 + Penalty 2786.227033 = -505230.899790
  nChanged 19
		SP:Iteration 69Q (78915.850000 sec): 3 clusters
  Score: Raw -508024.449677 + Penalty 2786.227033 = -505238.222644
  nChanged 12
		SP:Iteration 70Q (78915.940000 sec): 3 clusters
  Score: Raw -508030.808351 + Penalty 2786.227033 = -505244.581318
  nChanged 17
		SP:Iteration 71Q (78916.030000 sec): 3 clusters
  Score: Raw -508041.277640 + Penalty 2786.227033 = -505255.050607
  nChanged 19
		SP:Iteration 72Q (78916.120000 sec): 3 clusters
  Score: Raw -508052.241257 + Penalty 2786.227033 = -505266.014223
  nChanged 14
		SP:Iteration 73Q (78916.220000 sec): 3 clusters
  Score: Raw -508059.421145 + Penalty 2786.227033 = -505273.194112
  nChanged 16
		SP:Iteration 74Q (78916.310000 sec): 3 clusters
  Score: Raw -508067.276681 + Penalty 2786.227033 = -505281.049648
  nChanged 16
		SP:Iteration 75Q (78916.400000 sec): 3 clusters
  Score: Raw -508073.976232 + Penalty 2786.227033 = -505287.749199
  nChanged 10
		SP:Iteration 76Q (78916.490000 sec): 3 clusters
  Score: Raw -508077.451020 + Penalty 2786.227033 = -505291.223987
  nChanged 13
		SP:Iteration 77Q (78916.590000 sec): 3 clusters
  Score: Raw -508081.468416 + Penalty 2786.227033 = -505295.241382
  nChanged 4
		SP:Iteration 78Q (78916.680000 sec): 3 clusters
  Score: Raw -508082.604097 + Penalty 2786.227033 = -505296.377063
  nChanged 2
		SP:Iteration 79Q (78916.770000 sec): 3 clusters
  Score: Raw -508082.812241 + Penalty 2786.227033 = -505296.585207
  nChanged 0
		SP:Iteration 80F (78916.870000 sec): 3 clusters
  Score: Raw -508082.812241 + Penalty 2786.227033 = -505296.585207
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78916.930000 sec): 2 clusters
  Score: Raw -112806.420879 + Penalty 1149.956245 = -111656.464634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78916.950000 sec): 3 clusters
  Score: Raw -112384.881989 + Penalty 2299.912490 = -110084.969498
  nChanged 372
		SP:Iteration 1F (78916.980000 sec): 3 clusters
  Score: Raw -112670.157599 + Penalty 2299.912490 = -110370.245109
  nChanged 102
		SP:Iteration 2F (78917.000000 sec): 3 clusters
  Score: Raw -112770.564960 + Penalty 2299.912490 = -110470.652470
  nChanged 43
		SP:Iteration 3Q (78917.020000 sec): 3 clusters
  Score: Raw -112810.848053 + Penalty 2299.912490 = -110510.935563
  nChanged 26
		SP:Iteration 4Q (78917.050000 sec): 3 clusters
  Score: Raw -112828.817232 + Penalty 2299.912490 = -110528.904742
  nChanged 17
		SP:Iteration 5Q (78917.070000 sec): 3 clusters
  Score: Raw -112839.657000 + Penalty 2299.912490 = -110539.744510
  nChanged 8
		SP:Iteration 6Q (78917.090000 sec): 3 clusters
  Score: Raw -112844.516025 + Penalty 2299.912490 = -110544.603535
  nChanged 5
		SP:Iteration 7Q (78917.120000 sec): 3 clusters
  Score: Raw -112847.170464 + Penalty 2299.912490 = -110547.257974
  nChanged 4
		SP:Iteration 8Q (78917.140000 sec): 3 clusters
  Score: Raw -112850.843997 + Penalty 2299.912490 = -110550.931507
  nChanged 3
		SP:Iteration 9Q (78917.170000 sec): 3 clusters
  Score: Raw -112852.155731 + Penalty 2299.912490 = -110552.243241
  nChanged 1
		SP:Iteration 10Q (78917.190000 sec): 3 clusters
  Score: Raw -112852.487668 + Penalty 2299.912490 = -110552.575178
  nChanged 1
		SP:Iteration 11Q (78917.210000 sec): 3 clusters
  Score: Raw -112853.076290 + Penalty 2299.912490 = -110553.163800
  nChanged 1
		SP:Iteration 12Q (78917.240000 sec): 3 clusters
  Score: Raw -112854.177729 + Penalty 2299.912490 = -110554.265239
  nChanged 2
		SP:Iteration 13Q (78917.260000 sec): 3 clusters
  Score: Raw -112856.524731 + Penalty 2299.912490 = -110556.612241
  nChanged 1
		SP:Iteration 14Q (78917.290000 sec): 3 clusters
  Score: Raw -112857.194784 + Penalty 2299.912490 = -110557.282294
  nChanged 1
		SP:Iteration 15Q (78917.310000 sec): 3 clusters
  Score: Raw -112857.929248 + Penalty 2299.912490 = -110558.016758
  nChanged 1
		SP:Iteration 16Q (78917.330000 sec): 3 clusters
  Score: Raw -112858.654776 + Penalty 2299.912490 = -110558.742286
  nChanged 2
		SP:Iteration 17Q (78917.360000 sec): 3 clusters
  Score: Raw -112859.609482 + Penalty 2299.912490 = -110559.696992
  nChanged 0
		SP:Iteration 18F (78917.380000 sec): 3 clusters
  Score: Raw -112859.609482 + Penalty 2299.912490 = -110559.696992
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78917.450000 sec): 2 clusters
  Score: Raw -254211.865723 + Penalty 1261.490963 = -252950.374760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78917.490000 sec): 3 clusters
  Score: Raw -253155.815165 + Penalty 2522.981925 = -250632.833240
  nChanged 872
		SP:Iteration 1F (78917.540000 sec): 3 clusters
  Score: Raw -253761.376526 + Penalty 2522.981925 = -251238.394601
  nChanged 213
		SP:Iteration 2F (78917.580000 sec): 3 clusters
  Score: Raw -253924.266453 + Penalty 2522.981925 = -251401.284527
  nChanged 136
		SP:Iteration 3F (78917.630000 sec): 3 clusters
  Score: Raw -254031.069656 + Penalty 2522.981925 = -251508.087730
  nChanged 109
		SP:Iteration 4Q (78917.670000 sec): 3 clusters
  Score: Raw -254117.904750 + Penalty 2522.981925 = -251594.922825
  nChanged 103
		SP:Iteration 5Q (78917.720000 sec): 3 clusters
  Score: Raw -254206.202164 + Penalty 2522.981925 = -251683.220239
  nChanged 91
		SP:Iteration 6Q (78917.770000 sec): 3 clusters
  Score: Raw -254278.619982 + Penalty 2522.981925 = -251755.638057
  nChanged 77
		SP:Iteration 7Q (78917.810000 sec): 3 clusters
  Score: Raw -254332.045180 + Penalty 2522.981925 = -251809.063255
  nChanged 65
		SP:Iteration 8Q (78917.860000 sec): 3 clusters
  Score: Raw -254379.621292 + Penalty 2522.981925 = -251856.639366
  nChanged 63
		SP:Iteration 9Q (78917.900000 sec): 3 clusters
  Score: Raw -254426.193901 + Penalty 2522.981925 = -251903.211976
  nChanged 56
		SP:Iteration 10Q (78917.950000 sec): 3 clusters
  Score: Raw -254465.093429 + Penalty 2522.981925 = -251942.111504
  nChanged 36
		SP:Iteration 11Q (78917.990000 sec): 3 clusters
  Score: Raw -254486.630752 + Penalty 2522.981925 = -251963.648827
  nChanged 23
		SP:Iteration 12Q (78918.040000 sec): 3 clusters
  Score: Raw -254497.891855 + Penalty 2522.981925 = -251974.909930
  nChanged 15
		SP:Iteration 13Q (78918.090000 sec): 3 clusters
  Score: Raw -254504.029198 + Penalty 2522.981925 = -251981.047273
  nChanged 16
		SP:Iteration 14Q (78918.130000 sec): 3 clusters
  Score: Raw -254512.729613 + Penalty 2522.981925 = -251989.747687
  nChanged 11
		SP:Iteration 15Q (78918.180000 sec): 3 clusters
  Score: Raw -254518.439690 + Penalty 2522.981925 = -251995.457765
  nChanged 5
		SP:Iteration 16Q (78918.220000 sec): 3 clusters
  Score: Raw -254520.354685 + Penalty 2522.981925 = -251997.372760
  nChanged 6
		SP:Iteration 17Q (78918.270000 sec): 3 clusters
  Score: Raw -254522.207632 + Penalty 2522.981925 = -251999.225706
  nChanged 2
		SP:Iteration 18Q (78918.310000 sec): 3 clusters
  Score: Raw -254522.703841 + Penalty 2522.981925 = -251999.721916
  nChanged 1
		SP:Iteration 19Q (78918.360000 sec): 3 clusters
  Score: Raw -254523.017035 + Penalty 2522.981925 = -252000.035110
  nChanged 1
		SP:Iteration 20F (78918.410000 sec): 3 clusters
  Score: Raw -254523.405584 + Penalty 2522.981925 = -252000.423658
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78918.470000 sec): 2 clusters
  Score: Raw -247086.787309 + Penalty 1279.397771 = -245807.389538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78918.530000 sec): 3 clusters
  Score: Raw -245911.940742 + Penalty 2558.795543 = -243353.145200
  nChanged 966
		SP:Iteration 1F (78918.580000 sec): 3 clusters
  Score: Raw -246458.834219 + Penalty 2558.795543 = -243900.038677
  nChanged 192
		SP:Iteration 2F (78918.630000 sec): 3 clusters
  Score: Raw -246580.417394 + Penalty 2558.795543 = -244021.621851
  nChanged 128
		SP:Iteration 3Q (78918.680000 sec): 3 clusters
  Score: Raw -246652.814531 + Penalty 2558.795543 = -244094.018989
  nChanged 82
		SP:Iteration 4Q (78918.730000 sec): 3 clusters
  Score: Raw -246700.673996 + Penalty 2558.795543 = -244141.878453
  nChanged 69
		SP:Iteration 5Q (78918.790000 sec): 3 clusters
  Score: Raw -246734.447646 + Penalty 2558.795543 = -244175.652103
  nChanged 59
		SP:Iteration 6Q (78918.830000 sec): 3 clusters
  Score: Raw -246761.726220 + Penalty 2558.795543 = -244202.930677
  nChanged 47
		SP:Iteration 7Q (78918.890000 sec): 3 clusters
  Score: Raw -246786.742573 + Penalty 2558.795543 = -244227.947030
  nChanged 36
		SP:Iteration 8Q (78918.940000 sec): 3 clusters
  Score: Raw -246805.887894 + Penalty 2558.795543 = -244247.092351
  nChanged 40
		SP:Iteration 9Q (78918.990000 sec): 3 clusters
  Score: Raw -246825.194096 + Penalty 2558.795543 = -244266.398553
  nChanged 35
		SP:Iteration 10Q (78919.040000 sec): 3 clusters
  Score: Raw -246840.791173 + Penalty 2558.795543 = -244281.995630
  nChanged 28
		SP:Iteration 11Q (78919.090000 sec): 3 clusters
  Score: Raw -246852.678098 + Penalty 2558.795543 = -244293.882555
  nChanged 26
		SP:Iteration 12Q (78919.140000 sec): 3 clusters
  Score: Raw -246866.113576 + Penalty 2558.795543 = -244307.318034
  nChanged 29
		SP:Iteration 13Q (78919.190000 sec): 3 clusters
  Score: Raw -246883.705039 + Penalty 2558.795543 = -244324.909496
  nChanged 28
		SP:Iteration 14Q (78919.250000 sec): 3 clusters
  Score: Raw -246897.486068 + Penalty 2558.795543 = -244338.690525
  nChanged 32
		SP:Iteration 15Q (78919.300000 sec): 3 clusters
  Score: Raw -246915.900082 + Penalty 2558.795543 = -244357.104539
  nChanged 32
		SP:Iteration 16Q (78919.350000 sec): 3 clusters
  Score: Raw -246928.426516 + Penalty 2558.795543 = -244369.630973
  nChanged 20
		SP:Iteration 17Q (78919.400000 sec): 3 clusters
  Score: Raw -246935.140504 + Penalty 2558.795543 = -244376.344962
  nChanged 17
		SP:Iteration 18Q (78919.450000 sec): 3 clusters
  Score: Raw -246940.857069 + Penalty 2558.795543 = -244382.061526
  nChanged 18
		SP:Iteration 19Q (78919.500000 sec): 3 clusters
  Score: Raw -246947.909240 + Penalty 2558.795543 = -244389.113697
  nChanged 15
		SP:Iteration 20F (78919.550000 sec): 3 clusters
  Score: Raw -246954.415759 + Penalty 2558.795543 = -244395.620216
  nChanged 13
		SP:Iteration 21Q (78919.600000 sec): 3 clusters
  Score: Raw -246960.641022 + Penalty 2558.795543 = -244401.845479
  nChanged 12
		SP:Iteration 22Q (78919.650000 sec): 3 clusters
  Score: Raw -246966.335439 + Penalty 2558.795543 = -244407.539897
  nChanged 11
		SP:Iteration 23Q (78919.710000 sec): 3 clusters
  Score: Raw -246970.541029 + Penalty 2558.795543 = -244411.745486
  nChanged 11
		SP:Iteration 24Q (78919.750000 sec): 3 clusters
  Score: Raw -246975.564470 + Penalty 2558.795543 = -244416.768927
  nChanged 9
		SP:Iteration 25Q (78919.810000 sec): 3 clusters
  Score: Raw -246978.752425 + Penalty 2558.795543 = -244419.956883
  nChanged 8
		SP:Iteration 26Q (78919.860000 sec): 3 clusters
  Score: Raw -246981.289465 + Penalty 2558.795543 = -244422.493922
  nChanged 10
		SP:Iteration 27Q (78919.910000 sec): 3 clusters
  Score: Raw -246984.452303 + Penalty 2558.795543 = -244425.656760
  nChanged 8
		SP:Iteration 28Q (78919.960000 sec): 3 clusters
  Score: Raw -246986.285872 + Penalty 2558.795543 = -244427.490330
  nChanged 4
		SP:Iteration 29Q (78920.010000 sec): 3 clusters
  Score: Raw -246988.300095 + Penalty 2558.795543 = -244429.504553
  nChanged 6
		SP:Iteration 30Q (78920.060000 sec): 3 clusters
  Score: Raw -246990.715371 + Penalty 2558.795543 = -244431.919828
  nChanged 9
		SP:Iteration 31Q (78920.110000 sec): 3 clusters
  Score: Raw -246994.070255 + Penalty 2558.795543 = -244435.274712
  nChanged 13
		SP:Iteration 32Q (78920.160000 sec): 3 clusters
  Score: Raw -246999.474259 + Penalty 2558.795543 = -244440.678717
  nChanged 11
		SP:Iteration 33Q (78920.210000 sec): 3 clusters
  Score: Raw -247003.046779 + Penalty 2558.795543 = -244444.251236
  nChanged 10
		SP:Iteration 34Q (78920.270000 sec): 3 clusters
  Score: Raw -247005.862425 + Penalty 2558.795543 = -244447.066882
  nChanged 7
		SP:Iteration 35Q (78920.310000 sec): 3 clusters
  Score: Raw -247007.934066 + Penalty 2558.795543 = -244449.138523
  nChanged 5
		SP:Iteration 36Q (78920.370000 sec): 3 clusters
  Score: Raw -247009.747785 + Penalty 2558.795543 = -244450.952242
  nChanged 6
		SP:Iteration 37Q (78920.420000 sec): 3 clusters
  Score: Raw -247011.527082 + Penalty 2558.795543 = -244452.731539
  nChanged 6
		SP:Iteration 38Q (78920.470000 sec): 3 clusters
  Score: Raw -247013.197304 + Penalty 2558.795543 = -244454.401761
  nChanged 5
		SP:Iteration 39Q (78920.520000 sec): 3 clusters
  Score: Raw -247014.612925 + Penalty 2558.795543 = -244455.817382
  nChanged 4
		SP:Iteration 40F (78920.570000 sec): 3 clusters
  Score: Raw -247016.356562 + Penalty 2558.795543 = -244457.561020
  nChanged 4
		SP:Iteration 41Q (78920.620000 sec): 3 clusters
  Score: Raw -247017.728052 + Penalty 2558.795543 = -244458.932509
  nChanged 2
		SP:Iteration 42Q (78920.670000 sec): 3 clusters
  Score: Raw -247018.951781 + Penalty 2558.795543 = -244460.156238
  nChanged 3
		SP:Iteration 43Q (78920.720000 sec): 3 clusters
  Score: Raw -247019.753694 + Penalty 2558.795543 = -244460.958151
  nChanged 4
		SP:Iteration 44Q (78920.770000 sec): 3 clusters
  Score: Raw -247020.758875 + Penalty 2558.795543 = -244461.963332
  nChanged 5
		SP:Iteration 45Q (78920.820000 sec): 3 clusters
  Score: Raw -247021.918132 + Penalty 2558.795543 = -244463.122589
  nChanged 2
		SP:Iteration 46Q (78920.870000 sec): 3 clusters
  Score: Raw -247022.559327 + Penalty 2558.795543 = -244463.763785
  nChanged 3
		SP:Iteration 47Q (78920.920000 sec): 3 clusters
  Score: Raw -247023.166102 + Penalty 2558.795543 = -244464.370559
  nChanged 2
		SP:Iteration 48Q (78920.970000 sec): 3 clusters
  Score: Raw -247023.718483 + Penalty 2558.795543 = -244464.922940
  nChanged 2
		SP:Iteration 49Q (78921.030000 sec): 3 clusters
  Score: Raw -247024.900385 + Penalty 2558.795543 = -244466.104842
  nChanged 1
		SP:Iteration 50Q (78921.080000 sec): 3 clusters
  Score: Raw -247025.082285 + Penalty 2558.795543 = -244466.286742
  nChanged 1
		SP:Iteration 51Q (78921.130000 sec): 3 clusters
  Score: Raw -247025.242689 + Penalty 2558.795543 = -244466.447147
  nChanged 1
		SP:Iteration 52Q (78921.180000 sec): 3 clusters
  Score: Raw -247025.416057 + Penalty 2558.795543 = -244466.620514
  nChanged 1
		SP:Iteration 53Q (78921.230000 sec): 3 clusters
  Score: Raw -247025.604431 + Penalty 2558.795543 = -244466.808888
  nChanged 0
		SP:Iteration 54F (78921.280000 sec): 3 clusters
  Score: Raw -247025.604431 + Penalty 2558.795543 = -244466.808888
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (4710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78921.360000 sec): 2 clusters
  Score: Raw -445327.366207 + Penalty 1374.334518 = -443953.031689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78921.460000 sec): 3 clusters
  Score: Raw -442904.893088 + Penalty 2748.669036 = -440156.224052
  nChanged 1897
		SP:Iteration 1F (78921.550000 sec): 3 clusters
  Score: Raw -443959.928627 + Penalty 2748.669036 = -441211.259592
  nChanged 330
		SP:Iteration 2F (78921.630000 sec): 3 clusters
  Score: Raw -444147.116696 + Penalty 2748.669036 = -441398.447660
  nChanged 273
		SP:Iteration 3F (78921.720000 sec): 3 clusters
  Score: Raw -444304.829861 + Penalty 2748.669036 = -441556.160825
  nChanged 251
		SP:Iteration 4F (78921.810000 sec): 3 clusters
  Score: Raw -444459.335304 + Penalty 2748.669036 = -441710.666268
  nChanged 224
		SP:Iteration 5Q (78921.900000 sec): 3 clusters
  Score: Raw -444604.981054 + Penalty 2748.669036 = -441856.312018
  nChanged 213
		SP:Iteration 6Q (78921.990000 sec): 3 clusters
  Score: Raw -444751.126847 + Penalty 2748.669036 = -442002.457811
  nChanged 199
		SP:Iteration 7Q (78922.080000 sec): 3 clusters
  Score: Raw -444876.835201 + Penalty 2748.669036 = -442128.166165
  nChanged 174
		SP:Iteration 8Q (78922.170000 sec): 3 clusters
  Score: Raw -444982.194695 + Penalty 2748.669036 = -442233.525660
  nChanged 156
		SP:Iteration 9Q (78922.260000 sec): 3 clusters
  Score: Raw -445078.137548 + Penalty 2748.669036 = -442329.468513
  nChanged 119
		SP:Iteration 10Q (78922.350000 sec): 3 clusters
  Score: Raw -445139.618090 + Penalty 2748.669036 = -442390.949054
  nChanged 88
		SP:Iteration 11Q (78922.440000 sec): 3 clusters
  Score: Raw -445193.127450 + Penalty 2748.669036 = -442444.458415
  nChanged 83
		SP:Iteration 12Q (78922.530000 sec): 3 clusters
  Score: Raw -445241.479042 + Penalty 2748.669036 = -442492.810007
  nChanged 72
		SP:Iteration 13Q (78922.620000 sec): 3 clusters
  Score: Raw -445284.031941 + Penalty 2748.669036 = -442535.362905
  nChanged 54
		SP:Iteration 14Q (78922.710000 sec): 3 clusters
  Score: Raw -445323.067909 + Penalty 2748.669036 = -442574.398874
  nChanged 50
		SP:Iteration 15Q (78922.790000 sec): 3 clusters
  Score: Raw -445350.865795 + Penalty 2748.669036 = -442602.196759
  nChanged 27
		SP:Iteration 16Q (78922.880000 sec): 3 clusters
  Score: Raw -445368.019837 + Penalty 2748.669036 = -442619.350802
  nChanged 29
		SP:Iteration 17Q (78922.970000 sec): 3 clusters
  Score: Raw -445386.958290 + Penalty 2748.669036 = -442638.289254
  nChanged 27
		SP:Iteration 18Q (78923.070000 sec): 3 clusters
  Score: Raw -445403.002303 + Penalty 2748.669036 = -442654.333267
  nChanged 20
		SP:Iteration 19Q (78923.150000 sec): 3 clusters
  Score: Raw -445412.108464 + Penalty 2748.669036 = -442663.439428
  nChanged 13
		SP:Iteration 20F (78923.240000 sec): 3 clusters
  Score: Raw -445420.446542 + Penalty 2748.669036 = -442671.777506
  nChanged 16
		SP:Iteration 21Q (78923.330000 sec): 3 clusters
  Score: Raw -445429.717022 + Penalty 2748.669036 = -442681.047986
  nChanged 13
		SP:Iteration 22Q (78923.420000 sec): 3 clusters
  Score: Raw -445437.100363 + Penalty 2748.669036 = -442688.431327
  nChanged 8
		SP:Iteration 23Q (78923.500000 sec): 3 clusters
  Score: Raw -445444.296414 + Penalty 2748.669036 = -442695.627378
  nChanged 9
		SP:Iteration 24Q (78923.590000 sec): 3 clusters
  Score: Raw -445449.927282 + Penalty 2748.669036 = -442701.258246
  nChanged 9
		SP:Iteration 25Q (78923.680000 sec): 3 clusters
  Score: Raw -445454.396502 + Penalty 2748.669036 = -442705.727467
  nChanged 5
		SP:Iteration 26Q (78923.760000 sec): 3 clusters
  Score: Raw -445457.236387 + Penalty 2748.669036 = -442708.567352
  nChanged 6
		SP:Iteration 27Q (78923.850000 sec): 3 clusters
  Score: Raw -445458.920009 + Penalty 2748.669036 = -442710.250973
  nChanged 2
		SP:Iteration 28Q (78923.940000 sec): 3 clusters
  Score: Raw -445459.625499 + Penalty 2748.669036 = -442710.956464
  nChanged 1
		SP:Iteration 29Q (78924.020000 sec): 3 clusters
  Score: Raw -445459.961076 + Penalty 2748.669036 = -442711.292040
  nChanged 1
		SP:Iteration 30Q (78924.110000 sec): 3 clusters
  Score: Raw -445460.142746 + Penalty 2748.669036 = -442711.473710
  nChanged 2
		SP:Iteration 31Q (78924.200000 sec): 3 clusters
  Score: Raw -445460.605113 + Penalty 2748.669036 = -442711.936077
  nChanged 1
		SP:Iteration 32Q (78924.290000 sec): 3 clusters
  Score: Raw -445461.162621 + Penalty 2748.669036 = -442712.493585
  nChanged 0
		SP:Iteration 33F (78924.380000 sec): 3 clusters
  Score: Raw -445461.162621 + Penalty 2748.669036 = -442712.493585
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78924.430000 sec): 2 clusters
  Score: Raw -76478.190982 + Penalty 1108.252659 = -75369.938323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78924.450000 sec): 3 clusters
  Score: Raw -76254.037783 + Penalty 2216.505319 = -74037.532465
  nChanged 281
		SP:Iteration 1F (78924.470000 sec): 3 clusters
  Score: Raw -76568.870324 + Penalty 2216.505319 = -74352.365006
  nChanged 77
		SP:Iteration 2F (78924.490000 sec): 3 clusters
  Score: Raw -76667.027544 + Penalty 2216.505319 = -74450.522226
  nChanged 47
		SP:Iteration 3F (78924.510000 sec): 3 clusters
  Score: Raw -76732.172871 + Penalty 2216.505319 = -74515.667552
  nChanged 30
		SP:Iteration 4Q (78924.520000 sec): 3 clusters
  Score: Raw -76787.676082 + Penalty 2216.505319 = -74571.170764
  nChanged 34
		SP:Iteration 5Q (78924.540000 sec): 3 clusters
  Score: Raw -76846.046879 + Penalty 2216.505319 = -74629.541561
  nChanged 21
		SP:Iteration 6Q (78924.560000 sec): 3 clusters
  Score: Raw -76872.163955 + Penalty 2216.505319 = -74655.658637
  nChanged 23
		SP:Iteration 7Q (78924.580000 sec): 3 clusters
  Score: Raw -76910.141442 + Penalty 2216.505319 = -74693.636123
  nChanged 23
		SP:Iteration 8Q (78924.600000 sec): 3 clusters
  Score: Raw -76935.973758 + Penalty 2216.505319 = -74719.468440
  nChanged 11
		SP:Iteration 9Q (78924.620000 sec): 3 clusters
  Score: Raw -76946.286392 + Penalty 2216.505319 = -74729.781074
  nChanged 9
		SP:Iteration 10Q (78924.630000 sec): 3 clusters
  Score: Raw -76954.293208 + Penalty 2216.505319 = -74737.787890
  nChanged 4
		SP:Iteration 11Q (78924.650000 sec): 3 clusters
  Score: Raw -76957.433210 + Penalty 2216.505319 = -74740.927892
  nChanged 4
		SP:Iteration 12Q (78924.670000 sec): 3 clusters
  Score: Raw -76960.309781 + Penalty 2216.505319 = -74743.804462
  nChanged 1
		SP:Iteration 13Q (78924.690000 sec): 3 clusters
  Score: Raw -76963.000843 + Penalty 2216.505319 = -74746.495524
  nChanged 2
		SP:Iteration 14Q (78924.700000 sec): 3 clusters
  Score: Raw -76964.567560 + Penalty 2216.505319 = -74748.062242
  nChanged 3
		SP:Iteration 15Q (78924.720000 sec): 3 clusters
  Score: Raw -76969.858321 + Penalty 2216.505319 = -74753.353002
  nChanged 4
		SP:Iteration 16Q (78924.740000 sec): 3 clusters
  Score: Raw -76976.597830 + Penalty 2216.505319 = -74760.092511
  nChanged 3
		SP:Iteration 17Q (78924.760000 sec): 3 clusters
  Score: Raw -76978.931654 + Penalty 2216.505319 = -74762.426335
  nChanged 3
		SP:Iteration 18Q (78924.780000 sec): 3 clusters
  Score: Raw -76985.418187 + Penalty 2216.505319 = -74768.912869
  nChanged 9
		SP:Iteration 19Q (78924.790000 sec): 3 clusters
  Score: Raw -76997.982152 + Penalty 2216.505319 = -74781.476834
  nChanged 6
		SP:Iteration 20F (78924.810000 sec): 3 clusters
  Score: Raw -77005.606273 + Penalty 2216.505319 = -74789.100954
  nChanged 3
		SP:Iteration 21Q (78924.830000 sec): 3 clusters
  Score: Raw -77009.428688 + Penalty 2216.505319 = -74792.923369
  nChanged 1
		SP:Iteration 22Q (78924.850000 sec): 3 clusters
  Score: Raw -77010.230269 + Penalty 2216.505319 = -74793.724950
  nChanged 1
		SP:Iteration 23Q (78924.860000 sec): 3 clusters
  Score: Raw -77010.779611 + Penalty 2216.505319 = -74794.274293
  nChanged 0
		SP:Iteration 24F (78924.880000 sec): 3 clusters
  Score: Raw -77010.779611 + Penalty 2216.505319 = -74794.274293
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (11662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78925.040000 sec): 2 clusters
  Score: Raw -1222731.439429 + Penalty 1521.664783 = -1221209.774646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78925.200000 sec): 3 clusters
  Score: Raw -1216020.217141 + Penalty 3043.329566 = -1212976.887575
  nChanged 5055
		SP:Iteration 1F (78925.370000 sec): 3 clusters
  Score: Raw -1218685.721564 + Penalty 3043.329566 = -1215642.391998
  nChanged 632
		SP:Iteration 2F (78925.570000 sec): 3 clusters
  Score: Raw -1218924.393462 + Penalty 3043.329566 = -1215881.063896
  nChanged 577
		SP:Iteration 3Q (78925.750000 sec): 3 clusters
  Score: Raw -1219162.663607 + Penalty 3043.329566 = -1216119.334041
  nChanged 539
		SP:Iteration 4Q (78925.920000 sec): 3 clusters
  Score: Raw -1219396.930831 + Penalty 3043.329566 = -1216353.601265
  nChanged 575
		SP:Iteration 5Q (78926.120000 sec): 3 clusters
  Score: Raw -1219702.116637 + Penalty 3043.329566 = -1216658.787071
  nChanged 649
		SP:Iteration 6F (78926.280000 sec): 3 clusters
  Score: Raw -1220104.714949 + Penalty 3043.329566 = -1217061.385383
  nChanged 652
		SP:Iteration 7F (78926.480000 sec): 3 clusters
  Score: Raw -1220589.374737 + Penalty 3043.329566 = -1217546.045171
  nChanged 695
		SP:Iteration 8F (78926.650000 sec): 3 clusters
  Score: Raw -1221193.447674 + Penalty 3043.329566 = -1218150.118109
  nChanged 641
		SP:Iteration 9F (78926.820000 sec): 3 clusters
  Score: Raw -1221755.055941 + Penalty 3043.329566 = -1218711.726375
  nChanged 425
		SP:Iteration 10Q (78927.000000 sec): 3 clusters
  Score: Raw -1222107.163730 + Penalty 3043.329566 = -1219063.834164
  nChanged 286
		SP:Iteration 11Q (78927.170000 sec): 3 clusters
  Score: Raw -1222319.195687 + Penalty 3043.329566 = -1219275.866121
  nChanged 211
		SP:Iteration 12Q (78927.360000 sec): 3 clusters
  Score: Raw -1222480.294409 + Penalty 3043.329566 = -1219436.964843
  nChanged 168
		SP:Iteration 13Q (78927.530000 sec): 3 clusters
  Score: Raw -1222604.788201 + Penalty 3043.329566 = -1219561.458635
  nChanged 108
		SP:Iteration 14Q (78927.690000 sec): 3 clusters
  Score: Raw -1222680.423506 + Penalty 3043.329566 = -1219637.093940
  nChanged 87
		SP:Iteration 15Q (78927.860000 sec): 3 clusters
  Score: Raw -1222731.095737 + Penalty 3043.329566 = -1219687.766171
  nChanged 61
		SP:Iteration 16Q (78928.020000 sec): 3 clusters
  Score: Raw -1222767.761385 + Penalty 3043.329566 = -1219724.431819
  nChanged 51
		SP:Iteration 17Q (78928.180000 sec): 3 clusters
  Score: Raw -1222793.462367 + Penalty 3043.329566 = -1219750.132801
  nChanged 37
		SP:Iteration 18Q (78928.340000 sec): 3 clusters
  Score: Raw -1222811.684810 + Penalty 3043.329566 = -1219768.355245
  nChanged 32
		SP:Iteration 19Q (78928.510000 sec): 3 clusters
  Score: Raw -1222829.375270 + Penalty 3043.329566 = -1219786.045704
  nChanged 25
		SP:Iteration 20F (78928.680000 sec): 3 clusters
  Score: Raw -1222844.918889 + Penalty 3043.329566 = -1219801.589323
  nChanged 21
		SP:Iteration 21Q (78928.850000 sec): 3 clusters
  Score: Raw -1222856.908911 + Penalty 3043.329566 = -1219813.579345
  nChanged 16
		SP:Iteration 22Q (78929.000000 sec): 3 clusters
  Score: Raw -1222864.864104 + Penalty 3043.329566 = -1219821.534538
  nChanged 11
		SP:Iteration 23Q (78929.180000 sec): 3 clusters
  Score: Raw -1222871.298662 + Penalty 3043.329566 = -1219827.969096
  nChanged 14
		SP:Iteration 24Q (78929.330000 sec): 3 clusters
  Score: Raw -1222878.099899 + Penalty 3043.329566 = -1219834.770333
  nChanged 9
		SP:Iteration 25Q (78929.530000 sec): 3 clusters
  Score: Raw -1222882.719037 + Penalty 3043.329566 = -1219839.389471
  nChanged 9
		SP:Iteration 26Q (78929.690000 sec): 3 clusters
  Score: Raw -1222887.208251 + Penalty 3043.329566 = -1219843.878685
  nChanged 7
		SP:Iteration 27Q (78929.860000 sec): 3 clusters
  Score: Raw -1222890.494567 + Penalty 3043.329566 = -1219847.165001
  nChanged 7
		SP:Iteration 28Q (78930.020000 sec): 3 clusters
  Score: Raw -1222894.704105 + Penalty 3043.329566 = -1219851.374539
  nChanged 7
		SP:Iteration 29Q (78930.190000 sec): 3 clusters
  Score: Raw -1222897.965485 + Penalty 3043.329566 = -1219854.635919
  nChanged 4
		SP:Iteration 30Q (78930.350000 sec): 3 clusters
  Score: Raw -1222900.098182 + Penalty 3043.329566 = -1219856.768616
  nChanged 5
		SP:Iteration 31Q (78930.530000 sec): 3 clusters
  Score: Raw -1222902.837685 + Penalty 3043.329566 = -1219859.508119
  nChanged 2
		SP:Iteration 32Q (78930.680000 sec): 3 clusters
  Score: Raw -1222903.745775 + Penalty 3043.329566 = -1219860.416209
  nChanged 2
		SP:Iteration 33Q (78930.880000 sec): 3 clusters
  Score: Raw -1222904.830833 + Penalty 3043.329566 = -1219861.501267
  nChanged 1
		SP:Iteration 34Q (78931.040000 sec): 3 clusters
  Score: Raw -1222905.418610 + Penalty 3043.329566 = -1219862.089044
  nChanged 0
		SP:Iteration 35F (78931.240000 sec): 3 clusters
  Score: Raw -1222905.418610 + Penalty 3043.329566 = -1219862.089044
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78931.300000 sec): 2 clusters
  Score: Raw -193728.366040 + Penalty 1242.920216 = -192485.445825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78931.340000 sec): 3 clusters
  Score: Raw -192834.839570 + Penalty 2485.840431 = -190348.999138
  nChanged 739
		SP:Iteration 1F (78931.390000 sec): 3 clusters
  Score: Raw -193443.907749 + Penalty 2485.840431 = -190958.067318
  nChanged 221
		SP:Iteration 2F (78931.440000 sec): 3 clusters
  Score: Raw -193761.403780 + Penalty 2485.840431 = -191275.563349
  nChanged 173
		SP:Iteration 3F (78931.480000 sec): 3 clusters
  Score: Raw -194047.436577 + Penalty 2485.840431 = -191561.596145
  nChanged 138
		SP:Iteration 4F (78931.520000 sec): 3 clusters
  Score: Raw -194217.788643 + Penalty 2485.840431 = -191731.948211
  nChanged 109
		SP:Iteration 5F (78931.560000 sec): 3 clusters
  Score: Raw -194352.580630 + Penalty 2485.840431 = -191866.740199
  nChanged 82
		SP:Iteration 6Q (78931.600000 sec): 3 clusters
  Score: Raw -194442.191848 + Penalty 2485.840431 = -191956.351417
  nChanged 60
		SP:Iteration 7Q (78931.640000 sec): 3 clusters
  Score: Raw -194498.283219 + Penalty 2485.840431 = -192012.442787
  nChanged 44
		SP:Iteration 8Q (78931.680000 sec): 3 clusters
  Score: Raw -194541.699226 + Penalty 2485.840431 = -192055.858795
  nChanged 46
		SP:Iteration 9Q (78931.720000 sec): 3 clusters
  Score: Raw -194584.386677 + Penalty 2485.840431 = -192098.546246
  nChanged 35
		SP:Iteration 10Q (78931.760000 sec): 3 clusters
  Score: Raw -194612.922463 + Penalty 2485.840431 = -192127.082032
  nChanged 28
		SP:Iteration 11Q (78931.800000 sec): 3 clusters
  Score: Raw -194630.179067 + Penalty 2485.840431 = -192144.338636
  nChanged 16
		SP:Iteration 12Q (78931.840000 sec): 3 clusters
  Score: Raw -194637.586292 + Penalty 2485.840431 = -192151.745861
  nChanged 7
		SP:Iteration 13Q (78931.880000 sec): 3 clusters
  Score: Raw -194642.711651 + Penalty 2485.840431 = -192156.871220
  nChanged 9
		SP:Iteration 14Q (78931.920000 sec): 3 clusters
  Score: Raw -194646.781736 + Penalty 2485.840431 = -192160.941305
  nChanged 10
		SP:Iteration 15Q (78931.950000 sec): 3 clusters
  Score: Raw -194652.629931 + Penalty 2485.840431 = -192166.789500
  nChanged 11
		SP:Iteration 16Q (78931.990000 sec): 3 clusters
  Score: Raw -194659.518045 + Penalty 2485.840431 = -192173.677614
  nChanged 7
		SP:Iteration 17Q (78932.030000 sec): 3 clusters
  Score: Raw -194663.191653 + Penalty 2485.840431 = -192177.351222
  nChanged 3
		SP:Iteration 18Q (78932.070000 sec): 3 clusters
  Score: Raw -194664.626448 + Penalty 2485.840431 = -192178.786017
  nChanged 5
		SP:Iteration 19Q (78932.110000 sec): 3 clusters
  Score: Raw -194666.700220 + Penalty 2485.840431 = -192180.859789
  nChanged 1
		SP:Iteration 20F (78932.150000 sec): 3 clusters
  Score: Raw -194667.856116 + Penalty 2485.840431 = -192182.015684
  nChanged 2
		SP:Iteration 21Q (78932.190000 sec): 3 clusters
  Score: Raw -194668.743460 + Penalty 2485.840431 = -192182.903029
  nChanged 1
		SP:Iteration 22Q (78932.230000 sec): 3 clusters
  Score: Raw -194669.456727 + Penalty 2485.840431 = -192183.616296
  nChanged 1
		SP:Iteration 23Q (78932.270000 sec): 3 clusters
  Score: Raw -194669.784158 + Penalty 2485.840431 = -192183.943727
  nChanged 0
		SP:Iteration 24F (78932.310000 sec): 3 clusters
  Score: Raw -194669.784158 + Penalty 2485.840431 = -192183.943727
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (95950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78932.950000 sec): 2 clusters
  Score: Raw -10084350.275167 + Penalty 1864.132156 = -10082486.143010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78933.890000 sec): 3 clusters
  Score: Raw -10022002.774017 + Penalty 3728.264313 = -10018274.509704
  nChanged 45811
		SP:Iteration 1F (78934.820000 sec): 3 clusters
  Score: Raw -10048660.203851 + Penalty 3728.264313 = -10044931.939538
  nChanged 2878
		SP:Iteration 2Q (78935.750000 sec): 3 clusters
  Score: Raw -10049269.998976 + Penalty 3728.264313 = -10045541.734663
  nChanged 2933
		SP:Iteration 3Q (78936.740000 sec): 3 clusters
  Score: Raw -10049934.271995 + Penalty 3728.264313 = -10046206.007682
  nChanged 3005
		SP:Iteration 4Q (78937.680000 sec): 3 clusters
  Score: Raw -10050719.489433 + Penalty 3728.264313 = -10046991.225120
  nChanged 3298
		SP:Iteration 5Q (78938.660000 sec): 3 clusters
  Score: Raw -10051693.033136 + Penalty 3728.264313 = -10047964.768823
  nChanged 3579
		SP:Iteration 6Q (78939.600000 sec): 3 clusters
  Score: Raw -10053012.779189 + Penalty 3728.264313 = -10049284.514876
  nChanged 4261
		SP:Iteration 7Q (78940.590000 sec): 3 clusters
  Score: Raw -10054933.095590 + Penalty 3728.264313 = -10051204.831277
  nChanged 4860
		SP:Iteration 8F (78941.470000 sec): 3 clusters
  Score: Raw -10057580.442207 + Penalty 3728.264313 = -10053852.177895
  nChanged 5476
		SP:Iteration 9F (78942.350000 sec): 3 clusters
  Score: Raw -10061135.009026 + Penalty 3728.264313 = -10057406.744713
  nChanged 5589
		SP:Iteration 10F (78943.230000 sec): 3 clusters
  Score: Raw -10065197.884676 + Penalty 3728.264313 = -10061469.620363
  nChanged 5292
		SP:Iteration 11F (78944.100000 sec): 3 clusters
  Score: Raw -10068934.974219 + Penalty 3728.264313 = -10065206.709906
  nChanged 4184
		SP:Iteration 12Q (78945.030000 sec): 3 clusters
  Score: Raw -10071088.909532 + Penalty 3728.264313 = -10067360.645219
  nChanged 2811
		SP:Iteration 13Q (78945.930000 sec): 3 clusters
  Score: Raw -10072113.038715 + Penalty 3728.264313 = -10068384.774402
  nChanged 2023
		SP:Iteration 14Q (78946.810000 sec): 3 clusters
  Score: Raw -10072831.384680 + Penalty 3728.264313 = -10069103.120367
  nChanged 1850
		SP:Iteration 15Q (78947.690000 sec): 3 clusters
  Score: Raw -10073523.074806 + Penalty 3728.264313 = -10069794.810493
  nChanged 1844
		SP:Iteration 16Q (78948.570000 sec): 3 clusters
  Score: Raw -10074233.945554 + Penalty 3728.264313 = -10070505.681241
  nChanged 1836
		SP:Iteration 17Q (78949.460000 sec): 3 clusters
  Score: Raw -10074973.942748 + Penalty 3728.264313 = -10071245.678435
  nChanged 1893
		SP:Iteration 18Q (78950.360000 sec): 3 clusters
  Score: Raw -10075799.328532 + Penalty 3728.264313 = -10072071.064219
  nChanged 1823
		SP:Iteration 19Q (78951.260000 sec): 3 clusters
  Score: Raw -10076616.718086 + Penalty 3728.264313 = -10072888.453773
  nChanged 1825
		SP:Iteration 20F (78952.180000 sec): 3 clusters
  Score: Raw -10077454.902957 + Penalty 3728.264313 = -10073726.638644
  nChanged 1704
		SP:Iteration 21Q (78953.060000 sec): 3 clusters
  Score: Raw -10078275.446868 + Penalty 3728.264313 = -10074547.182555
  nChanged 1657
		SP:Iteration 22Q (78953.890000 sec): 3 clusters
  Score: Raw -10079094.321741 + Penalty 3728.264313 = -10075366.057429
  nChanged 1456
		SP:Iteration 23Q (78954.730000 sec): 3 clusters
  Score: Raw -10079830.017634 + Penalty 3728.264313 = -10076101.753321
  nChanged 1334
		SP:Iteration 24Q (78955.540000 sec): 3 clusters
  Score: Raw -10080510.750605 + Penalty 3728.264313 = -10076782.486292
  nChanged 1256
		SP:Iteration 25Q (78956.400000 sec): 3 clusters
  Score: Raw -10081162.314352 + Penalty 3728.264313 = -10077434.050039
  nChanged 1112
		SP:Iteration 26Q (78957.230000 sec): 3 clusters
  Score: Raw -10081745.615420 + Penalty 3728.264313 = -10078017.351107
  nChanged 964
		SP:Iteration 27Q (78958.030000 sec): 3 clusters
  Score: Raw -10082234.946122 + Penalty 3728.264313 = -10078506.681809
  nChanged 805
		SP:Iteration 28Q (78958.880000 sec): 3 clusters
  Score: Raw -10082629.453967 + Penalty 3728.264313 = -10078901.189654
  nChanged 716
		SP:Iteration 29Q (78959.710000 sec): 3 clusters
  Score: Raw -10082995.535748 + Penalty 3728.264313 = -10079267.271435
  nChanged 635
		SP:Iteration 30Q (78960.510000 sec): 3 clusters
  Score: Raw -10083327.646185 + Penalty 3728.264313 = -10079599.381872
  nChanged 529
		SP:Iteration 31Q (78961.320000 sec): 3 clusters
  Score: Raw -10083603.731913 + Penalty 3728.264313 = -10079875.467600
  nChanged 451
		SP:Iteration 32Q (78962.170000 sec): 3 clusters
  Score: Raw -10083832.626421 + Penalty 3728.264313 = -10080104.362108
  nChanged 365
		SP:Iteration 33Q (78962.980000 sec): 3 clusters
  Score: Raw -10084007.649387 + Penalty 3728.264313 = -10080279.385074
  nChanged 297
		SP:Iteration 34Q (78963.760000 sec): 3 clusters
  Score: Raw -10084141.669587 + Penalty 3728.264313 = -10080413.405274
  nChanged 245
		SP:Iteration 35Q (78964.550000 sec): 3 clusters
  Score: Raw -10084256.932968 + Penalty 3728.264313 = -10080528.668655
  nChanged 197
		SP:Iteration 36Q (78965.340000 sec): 3 clusters
  Score: Raw -10084352.720584 + Penalty 3728.264313 = -10080624.456271
  nChanged 175
		SP:Iteration 37Q (78966.120000 sec): 3 clusters
  Score: Raw -10084430.611230 + Penalty 3728.264313 = -10080702.346917
  nChanged 149
		SP:Iteration 38Q (78966.930000 sec): 3 clusters
  Score: Raw -10084503.171008 + Penalty 3728.264313 = -10080774.906695
  nChanged 107
		SP:Iteration 39Q (78967.720000 sec): 3 clusters
  Score: Raw -10084563.815090 + Penalty 3728.264313 = -10080835.550777
  nChanged 101
		SP:Iteration 40F (78968.570000 sec): 3 clusters
  Score: Raw -10084612.127187 + Penalty 3728.264313 = -10080883.862874
  nChanged 83
		SP:Iteration 41Q (78969.400000 sec): 3 clusters
  Score: Raw -10084654.781100 + Penalty 3728.264313 = -10080926.516787
  nChanged 70
		SP:Iteration 42Q (78970.220000 sec): 3 clusters
  Score: Raw -10084688.929297 + Penalty 3728.264313 = -10080960.664984
  nChanged 63
		SP:Iteration 43Q (78971.030000 sec): 3 clusters
  Score: Raw -10084717.381447 + Penalty 3728.264313 = -10080989.117134
  nChanged 63
		SP:Iteration 44Q (78971.810000 sec): 3 clusters
  Score: Raw -10084746.665887 + Penalty 3728.264313 = -10081018.401574
  nChanged 45
		SP:Iteration 45Q (78972.590000 sec): 3 clusters
  Score: Raw -10084765.842138 + Penalty 3728.264313 = -10081037.577825
  nChanged 37
		SP:Iteration 46Q (78973.370000 sec): 3 clusters
  Score: Raw -10084779.729781 + Penalty 3728.264313 = -10081051.465468
  nChanged 30
		SP:Iteration 47Q (78974.180000 sec): 3 clusters
  Score: Raw -10084790.472481 + Penalty 3728.264313 = -10081062.208168
  nChanged 25
		SP:Iteration 48Q (78974.960000 sec): 3 clusters
  Score: Raw -10084800.043254 + Penalty 3728.264313 = -10081071.778941
  nChanged 25
		SP:Iteration 49Q (78975.740000 sec): 3 clusters
  Score: Raw -10084808.834380 + Penalty 3728.264313 = -10081080.570067
  nChanged 19
		SP:Iteration 50Q (78976.550000 sec): 3 clusters
  Score: Raw -10084815.258925 + Penalty 3728.264313 = -10081086.994612
  nChanged 14
		SP:Iteration 51Q (78977.330000 sec): 3 clusters
  Score: Raw -10084819.405848 + Penalty 3728.264313 = -10081091.141535
  nChanged 6
		SP:Iteration 52Q (78978.120000 sec): 3 clusters
  Score: Raw -10084820.885846 + Penalty 3728.264313 = -10081092.621534
  nChanged 1
		SP:Iteration 53Q (78978.930000 sec): 3 clusters
  Score: Raw -10084821.131087 + Penalty 3728.264313 = -10081092.866774
  nChanged 1
		SP:Iteration 54Q (78979.710000 sec): 3 clusters
  Score: Raw -10084821.238781 + Penalty 3728.264313 = -10081092.974468
  nChanged 0
		SP:Iteration 55F (78980.560000 sec): 3 clusters
  Score: Raw -10084821.238781 + Penalty 3728.264313 = -10081092.974468
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78980.640000 sec): 2 clusters
  Score: Raw -753850.012518 + Penalty 1459.257526 = -752390.754991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78980.780000 sec): 3 clusters
  Score: Raw -749483.058438 + Penalty 2918.515053 = -746564.543385
  nChanged 3385
		SP:Iteration 1F (78980.900000 sec): 3 clusters
  Score: Raw -751479.667143 + Penalty 2918.515053 = -748561.152090
  nChanged 602
		SP:Iteration 2F (78981.030000 sec): 3 clusters
  Score: Raw -751878.396066 + Penalty 2918.515053 = -748959.881014
  nChanged 577
		SP:Iteration 3F (78981.160000 sec): 3 clusters
  Score: Raw -752293.329147 + Penalty 2918.515053 = -749374.814094
  nChanged 540
		SP:Iteration 4F (78981.300000 sec): 3 clusters
  Score: Raw -752681.207141 + Penalty 2918.515053 = -749762.692088
  nChanged 482
		SP:Iteration 5F (78981.430000 sec): 3 clusters
  Score: Raw -753002.573770 + Penalty 2918.515053 = -750084.058717
  nChanged 381
		SP:Iteration 6Q (78981.570000 sec): 3 clusters
  Score: Raw -753267.546825 + Penalty 2918.515053 = -750349.031773
  nChanged 339
		SP:Iteration 7Q (78981.700000 sec): 3 clusters
  Score: Raw -753519.009894 + Penalty 2918.515053 = -750600.494841
  nChanged 305
		SP:Iteration 8Q (78981.840000 sec): 3 clusters
  Score: Raw -753759.403622 + Penalty 2918.515053 = -750840.888569
  nChanged 247
		SP:Iteration 9Q (78981.980000 sec): 3 clusters
  Score: Raw -753927.015162 + Penalty 2918.515053 = -751008.500109
  nChanged 192
		SP:Iteration 10Q (78982.110000 sec): 3 clusters
  Score: Raw -754049.732356 + Penalty 2918.515053 = -751131.217303
  nChanged 165
		SP:Iteration 11Q (78982.240000 sec): 3 clusters
  Score: Raw -754180.130457 + Penalty 2918.515053 = -751261.615404
  nChanged 153
		SP:Iteration 12Q (78982.370000 sec): 3 clusters
  Score: Raw -754296.022734 + Penalty 2918.515053 = -751377.507682
  nChanged 130
		SP:Iteration 13Q (78982.500000 sec): 3 clusters
  Score: Raw -754389.610300 + Penalty 2918.515053 = -751471.095247
  nChanged 120
		SP:Iteration 14Q (78982.630000 sec): 3 clusters
  Score: Raw -754465.409757 + Penalty 2918.515053 = -751546.894704
  nChanged 105
		SP:Iteration 15Q (78982.760000 sec): 3 clusters
  Score: Raw -754514.032077 + Penalty 2918.515053 = -751595.517024
  nChanged 70
		SP:Iteration 16Q (78982.880000 sec): 3 clusters
  Score: Raw -754542.391331 + Penalty 2918.515053 = -751623.876278
  nChanged 59
		SP:Iteration 17Q (78983.000000 sec): 3 clusters
  Score: Raw -754566.986585 + Penalty 2918.515053 = -751648.471532
  nChanged 56
		SP:Iteration 18Q (78983.120000 sec): 3 clusters
  Score: Raw -754595.249298 + Penalty 2918.515053 = -751676.734245
  nChanged 68
		SP:Iteration 19Q (78983.330000 sec): 3 clusters
  Score: Raw -754631.555296 + Penalty 2918.515053 = -751713.040243
  nChanged 63
		SP:Iteration 20F (78983.470000 sec): 3 clusters
  Score: Raw -754664.080153 + Penalty 2918.515053 = -751745.565100
  nChanged 52
		SP:Iteration 21Q (78983.590000 sec): 3 clusters
  Score: Raw -754684.917417 + Penalty 2918.515053 = -751766.402364
  nChanged 50
		SP:Iteration 22Q (78983.700000 sec): 3 clusters
  Score: Raw -754704.558047 + Penalty 2918.515053 = -751786.042994
  nChanged 40
		SP:Iteration 23Q (78983.820000 sec): 3 clusters
  Score: Raw -754721.012326 + Penalty 2918.515053 = -751802.497273
  nChanged 34
		SP:Iteration 24Q (78983.950000 sec): 3 clusters
  Score: Raw -754734.351435 + Penalty 2918.515053 = -751815.836382
  nChanged 30
		SP:Iteration 25Q (78984.070000 sec): 3 clusters
  Score: Raw -754745.508495 + Penalty 2918.515053 = -751826.993443
  nChanged 40
		SP:Iteration 26Q (78984.190000 sec): 3 clusters
  Score: Raw -754761.371115 + Penalty 2918.515053 = -751842.856062
  nChanged 28
		SP:Iteration 27Q (78984.320000 sec): 3 clusters
  Score: Raw -754770.626961 + Penalty 2918.515053 = -751852.111908
  nChanged 17
		SP:Iteration 28Q (78984.430000 sec): 3 clusters
  Score: Raw -754775.296990 + Penalty 2918.515053 = -751856.781937
  nChanged 16
		SP:Iteration 29Q (78984.550000 sec): 3 clusters
  Score: Raw -754779.192244 + Penalty 2918.515053 = -751860.677191
  nChanged 8
		SP:Iteration 30Q (78984.670000 sec): 3 clusters
  Score: Raw -754781.566662 + Penalty 2918.515053 = -751863.051609
  nChanged 5
		SP:Iteration 31Q (78984.790000 sec): 3 clusters
  Score: Raw -754783.337208 + Penalty 2918.515053 = -751864.822155
  nChanged 6
		SP:Iteration 32Q (78984.910000 sec): 3 clusters
  Score: Raw -754785.149819 + Penalty 2918.515053 = -751866.634766
  nChanged 4
		SP:Iteration 33Q (78985.040000 sec): 3 clusters
  Score: Raw -754786.530530 + Penalty 2918.515053 = -751868.015477
  nChanged 2
		SP:Iteration 34Q (78985.160000 sec): 3 clusters
  Score: Raw -754787.218600 + Penalty 2918.515053 = -751868.703547
  nChanged 1
		SP:Iteration 35Q (78985.280000 sec): 3 clusters
  Score: Raw -754787.262267 + Penalty 2918.515053 = -751868.747214
  nChanged 0
		SP:Iteration 36F (78985.410000 sec): 3 clusters
  Score: Raw -754787.262267 + Penalty 2918.515053 = -751868.747214
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78985.500000 sec): 2 clusters
  Score: Raw -560718.445782 + Penalty 1393.451259 = -559324.994524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78985.600000 sec): 3 clusters
  Score: Raw -557911.548075 + Penalty 2786.902518 = -555124.645557
  nChanged 2163
		SP:Iteration 1F (78985.710000 sec): 3 clusters
  Score: Raw -559115.394450 + Penalty 2786.902518 = -556328.491932
  nChanged 349
		SP:Iteration 2F (78985.810000 sec): 3 clusters
  Score: Raw -559316.317427 + Penalty 2786.902518 = -556529.414910
  nChanged 290
		SP:Iteration 3F (78985.910000 sec): 3 clusters
  Score: Raw -559492.596568 + Penalty 2786.902518 = -556705.694050
  nChanged 275
		SP:Iteration 4F (78986.010000 sec): 3 clusters
  Score: Raw -559678.077238 + Penalty 2786.902518 = -556891.174720
  nChanged 238
		SP:Iteration 5Q (78986.110000 sec): 3 clusters
  Score: Raw -559839.021126 + Penalty 2786.902518 = -557052.118608
  nChanged 228
		SP:Iteration 6Q (78986.220000 sec): 3 clusters
  Score: Raw -560030.118785 + Penalty 2786.902518 = -557243.216267
  nChanged 214
		SP:Iteration 7Q (78986.320000 sec): 3 clusters
  Score: Raw -560252.257497 + Penalty 2786.902518 = -557465.354979
  nChanged 196
		SP:Iteration 8Q (78986.420000 sec): 3 clusters
  Score: Raw -560497.548719 + Penalty 2786.902518 = -557710.646201
  nChanged 194
		SP:Iteration 9Q (78986.520000 sec): 3 clusters
  Score: Raw -560710.330483 + Penalty 2786.902518 = -557923.427965
  nChanged 169
		SP:Iteration 10Q (78986.620000 sec): 3 clusters
  Score: Raw -560825.376372 + Penalty 2786.902518 = -558038.473855
  nChanged 113
		SP:Iteration 11Q (78986.720000 sec): 3 clusters
  Score: Raw -560893.323413 + Penalty 2786.902518 = -558106.420895
  nChanged 95
		SP:Iteration 12Q (78986.820000 sec): 3 clusters
  Score: Raw -560941.944208 + Penalty 2786.902518 = -558155.041690
  nChanged 73
		SP:Iteration 13Q (78986.920000 sec): 3 clusters
  Score: Raw -560973.489120 + Penalty 2786.902518 = -558186.586602
  nChanged 56
		SP:Iteration 14Q (78987.010000 sec): 3 clusters
  Score: Raw -560994.693206 + Penalty 2786.902518 = -558207.790688
  nChanged 42
		SP:Iteration 15Q (78987.110000 sec): 3 clusters
  Score: Raw -561008.547339 + Penalty 2786.902518 = -558221.644821
  nChanged 28
		SP:Iteration 16Q (78987.210000 sec): 3 clusters
  Score: Raw -561017.701479 + Penalty 2786.902518 = -558230.798961
  nChanged 30
		SP:Iteration 17Q (78987.310000 sec): 3 clusters
  Score: Raw -561027.718024 + Penalty 2786.902518 = -558240.815507
  nChanged 24
		SP:Iteration 18Q (78987.400000 sec): 3 clusters
  Score: Raw -561037.009553 + Penalty 2786.902518 = -558250.107035
  nChanged 18
		SP:Iteration 19Q (78987.500000 sec): 3 clusters
  Score: Raw -561041.730287 + Penalty 2786.902518 = -558254.827770
  nChanged 15
		SP:Iteration 20F (78987.600000 sec): 3 clusters
  Score: Raw -561046.444317 + Penalty 2786.902518 = -558259.541799
  nChanged 13
		SP:Iteration 21Q (78987.700000 sec): 3 clusters
  Score: Raw -561050.101968 + Penalty 2786.902518 = -558263.199451
  nChanged 14
		SP:Iteration 22Q (78987.800000 sec): 3 clusters
  Score: Raw -561053.612976 + Penalty 2786.902518 = -558266.710458
  nChanged 13
		SP:Iteration 23Q (78987.900000 sec): 3 clusters
  Score: Raw -561057.605227 + Penalty 2786.902518 = -558270.702709
  nChanged 11
		SP:Iteration 24Q (78987.990000 sec): 3 clusters
  Score: Raw -561060.325703 + Penalty 2786.902518 = -558273.423185
  nChanged 7
		SP:Iteration 25Q (78988.090000 sec): 3 clusters
  Score: Raw -561062.060168 + Penalty 2786.902518 = -558275.157650
  nChanged 5
		SP:Iteration 26Q (78988.190000 sec): 3 clusters
  Score: Raw -561063.039857 + Penalty 2786.902518 = -558276.137340
  nChanged 7
		SP:Iteration 27Q (78988.290000 sec): 3 clusters
  Score: Raw -561064.307855 + Penalty 2786.902518 = -558277.405337
  nChanged 7
		SP:Iteration 28Q (78988.380000 sec): 3 clusters
  Score: Raw -561065.559554 + Penalty 2786.902518 = -558278.657037
  nChanged 5
		SP:Iteration 29Q (78988.480000 sec): 3 clusters
  Score: Raw -561067.075095 + Penalty 2786.902518 = -558280.172578
  nChanged 5
		SP:Iteration 30Q (78988.580000 sec): 3 clusters
  Score: Raw -561068.183718 + Penalty 2786.902518 = -558281.281200
  nChanged 4
		SP:Iteration 31Q (78988.680000 sec): 3 clusters
  Score: Raw -561069.107789 + Penalty 2786.902518 = -558282.205272
  nChanged 5
		SP:Iteration 32Q (78988.770000 sec): 3 clusters
  Score: Raw -561069.948034 + Penalty 2786.902518 = -558283.045516
  nChanged 5
		SP:Iteration 33Q (78988.870000 sec): 3 clusters
  Score: Raw -561071.128558 + Penalty 2786.902518 = -558284.226041
  nChanged 6
		SP:Iteration 34Q (78988.970000 sec): 3 clusters
  Score: Raw -561073.438389 + Penalty 2786.902518 = -558286.535872
  nChanged 5
		SP:Iteration 35Q (78989.070000 sec): 3 clusters
  Score: Raw -561074.648671 + Penalty 2786.902518 = -558287.746154
  nChanged 4
		SP:Iteration 36Q (78989.160000 sec): 3 clusters
  Score: Raw -561075.477173 + Penalty 2786.902518 = -558288.574655
  nChanged 2
		SP:Iteration 37Q (78989.260000 sec): 3 clusters
  Score: Raw -561076.051227 + Penalty 2786.902518 = -558289.148709
  nChanged 4
		SP:Iteration 38Q (78989.360000 sec): 3 clusters
  Score: Raw -561076.651650 + Penalty 2786.902518 = -558289.749132
  nChanged 2
		SP:Iteration 39Q (78989.460000 sec): 3 clusters
  Score: Raw -561077.146945 + Penalty 2786.902518 = -558290.244427
  nChanged 2
		SP:Iteration 40F (78989.560000 sec): 3 clusters
  Score: Raw -561077.489891 + Penalty 2786.902518 = -558290.587374
  nChanged 2
		SP:Iteration 41Q (78989.660000 sec): 3 clusters
  Score: Raw -561077.809511 + Penalty 2786.902518 = -558290.906993
  nChanged 1
		SP:Iteration 42Q (78989.750000 sec): 3 clusters
  Score: Raw -561077.893909 + Penalty 2786.902518 = -558290.991392
  nChanged 0
		SP:Iteration 43F (78989.860000 sec): 3 clusters
  Score: Raw -561077.893909 + Penalty 2786.902518 = -558290.991392
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78989.910000 sec): 2 clusters
  Score: Raw -72161.980825 + Penalty 1093.596411 = -71068.384414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78989.930000 sec): 3 clusters
  Score: Raw -72007.263465 + Penalty 2187.192823 = -69820.070642
  nChanged 257
		SP:Iteration 1F (78989.950000 sec): 3 clusters
  Score: Raw -72368.132004 + Penalty 2187.192823 = -70180.939182
  nChanged 77
		SP:Iteration 2F (78989.960000 sec): 3 clusters
  Score: Raw -72522.809632 + Penalty 2187.192823 = -70335.616809
  nChanged 53
		SP:Iteration 3F (78989.980000 sec): 3 clusters
  Score: Raw -72666.759106 + Penalty 2187.192823 = -70479.566283
  nChanged 48
		SP:Iteration 4F (78990.000000 sec): 3 clusters
  Score: Raw -72778.660542 + Penalty 2187.192823 = -70591.467719
  nChanged 36
		SP:Iteration 5Q (78990.010000 sec): 3 clusters
  Score: Raw -72836.118484 + Penalty 2187.192823 = -70648.925661
  nChanged 17
		SP:Iteration 6Q (78990.030000 sec): 3 clusters
  Score: Raw -72894.647685 + Penalty 2187.192823 = -70707.454862
  nChanged 14
		SP:Iteration 7Q (78990.050000 sec): 3 clusters
  Score: Raw -72934.825604 + Penalty 2187.192823 = -70747.632781
  nChanged 17
		SP:Iteration 8Q (78990.060000 sec): 3 clusters
  Score: Raw -72965.995289 + Penalty 2187.192823 = -70778.802466
  nChanged 11
		SP:Iteration 9Q (78990.080000 sec): 3 clusters
  Score: Raw -72989.011953 + Penalty 2187.192823 = -70801.819130
  nChanged 6
		SP:Iteration 10Q (78990.100000 sec): 3 clusters
  Score: Raw -73007.798094 + Penalty 2187.192823 = -70820.605271
  nChanged 5
		SP:Iteration 11Q (78990.110000 sec): 3 clusters
  Score: Raw -73011.945191 + Penalty 2187.192823 = -70824.752368
  nChanged 2
		SP:Iteration 12Q (78990.130000 sec): 3 clusters
  Score: Raw -73013.945428 + Penalty 2187.192823 = -70826.752605
  nChanged 3
		SP:Iteration 13Q (78990.140000 sec): 3 clusters
  Score: Raw -73017.918498 + Penalty 2187.192823 = -70830.725675
  nChanged 2
		SP:Iteration 14Q (78990.160000 sec): 3 clusters
  Score: Raw -73019.707660 + Penalty 2187.192823 = -70832.514837
  nChanged 0
		SP:Iteration 15F (78990.180000 sec): 3 clusters
  Score: Raw -73019.707660 + Penalty 2187.192823 = -70832.514837
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78990.350000 sec): 2 clusters
  Score: Raw -1356565.684407 + Penalty 1538.612991 = -1355027.071416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78990.580000 sec): 3 clusters
  Score: Raw -1349081.495582 + Penalty 3077.225983 = -1346004.269599
  nChanged 5714
		SP:Iteration 1F (78990.780000 sec): 3 clusters
  Score: Raw -1352280.668804 + Penalty 3077.225983 = -1349203.442821
  nChanged 859
		SP:Iteration 2F (78990.980000 sec): 3 clusters
  Score: Raw -1352738.021729 + Penalty 3077.225983 = -1349660.795746
  nChanged 831
		SP:Iteration 3F (78991.180000 sec): 3 clusters
  Score: Raw -1353161.471772 + Penalty 3077.225983 = -1350084.245789
  nChanged 763
		SP:Iteration 4F (78991.370000 sec): 3 clusters
  Score: Raw -1353569.588165 + Penalty 3077.225983 = -1350492.362182
  nChanged 749
		SP:Iteration 5F (78991.570000 sec): 3 clusters
  Score: Raw -1354007.784266 + Penalty 3077.225983 = -1350930.558283
  nChanged 725
		SP:Iteration 6F (78991.790000 sec): 3 clusters
  Score: Raw -1354533.620531 + Penalty 3077.225983 = -1351456.394549
  nChanged 692
		SP:Iteration 7F (78991.980000 sec): 3 clusters
  Score: Raw -1355099.283115 + Penalty 3077.225983 = -1352022.057132
  nChanged 596
		SP:Iteration 8Q (78992.190000 sec): 3 clusters
  Score: Raw -1355619.368420 + Penalty 3077.225983 = -1352542.142437
  nChanged 446
		SP:Iteration 9Q (78992.390000 sec): 3 clusters
  Score: Raw -1355990.950841 + Penalty 3077.225983 = -1352913.724859
  nChanged 323
		SP:Iteration 10Q (78992.580000 sec): 3 clusters
  Score: Raw -1356250.555875 + Penalty 3077.225983 = -1353173.329892
  nChanged 263
		SP:Iteration 11Q (78992.790000 sec): 3 clusters
  Score: Raw -1356432.850358 + Penalty 3077.225983 = -1353355.624375
  nChanged 192
		SP:Iteration 12Q (78992.970000 sec): 3 clusters
  Score: Raw -1356533.802235 + Penalty 3077.225983 = -1353456.576252
  nChanged 123
		SP:Iteration 13Q (78993.150000 sec): 3 clusters
  Score: Raw -1356590.792264 + Penalty 3077.225983 = -1353513.566281
  nChanged 96
		SP:Iteration 14Q (78993.340000 sec): 3 clusters
  Score: Raw -1356631.350630 + Penalty 3077.225983 = -1353554.124647
  nChanged 71
		SP:Iteration 15Q (78993.540000 sec): 3 clusters
  Score: Raw -1356661.574281 + Penalty 3077.225983 = -1353584.348298
  nChanged 55
		SP:Iteration 16Q (78993.720000 sec): 3 clusters
  Score: Raw -1356682.510130 + Penalty 3077.225983 = -1353605.284147
  nChanged 46
		SP:Iteration 17Q (78993.900000 sec): 3 clusters
  Score: Raw -1356698.788196 + Penalty 3077.225983 = -1353621.562213
  nChanged 34
		SP:Iteration 18Q (78994.080000 sec): 3 clusters
  Score: Raw -1356710.286402 + Penalty 3077.225983 = -1353633.060419
  nChanged 32
		SP:Iteration 19Q (78994.280000 sec): 3 clusters
  Score: Raw -1356718.994746 + Penalty 3077.225983 = -1353641.768763
  nChanged 26
		SP:Iteration 20F (78994.480000 sec): 3 clusters
  Score: Raw -1356726.160955 + Penalty 3077.225983 = -1353648.934972
  nChanged 21
		SP:Iteration 21Q (78994.660000 sec): 3 clusters
  Score: Raw -1356732.268104 + Penalty 3077.225983 = -1353655.042122
  nChanged 20
		SP:Iteration 22Q (78994.840000 sec): 3 clusters
  Score: Raw -1356738.758402 + Penalty 3077.225983 = -1353661.532419
  nChanged 18
		SP:Iteration 23Q (78995.040000 sec): 3 clusters
  Score: Raw -1356743.704891 + Penalty 3077.225983 = -1353666.478908
  nChanged 19
		SP:Iteration 24Q (78995.220000 sec): 3 clusters
  Score: Raw -1356748.925025 + Penalty 3077.225983 = -1353671.699042
  nChanged 22
		SP:Iteration 25Q (78995.410000 sec): 3 clusters
  Score: Raw -1356753.502471 + Penalty 3077.225983 = -1353676.276488
  nChanged 14
		SP:Iteration 26Q (78995.600000 sec): 3 clusters
  Score: Raw -1356756.460648 + Penalty 3077.225983 = -1353679.234665
  nChanged 10
		SP:Iteration 27Q (78995.780000 sec): 3 clusters
  Score: Raw -1356758.527184 + Penalty 3077.225983 = -1353681.301201
  nChanged 10
		SP:Iteration 28Q (78995.970000 sec): 3 clusters
  Score: Raw -1356760.998650 + Penalty 3077.225983 = -1353683.772667
  nChanged 10
		SP:Iteration 29Q (78996.170000 sec): 3 clusters
  Score: Raw -1356762.504112 + Penalty 3077.225983 = -1353685.278129
  nChanged 7
		SP:Iteration 30Q (78996.350000 sec): 3 clusters
  Score: Raw -1356764.589194 + Penalty 3077.225983 = -1353687.363212
  nChanged 11
		SP:Iteration 31Q (78996.540000 sec): 3 clusters
  Score: Raw -1356767.058477 + Penalty 3077.225983 = -1353689.832495
  nChanged 8
		SP:Iteration 32Q (78996.720000 sec): 3 clusters
  Score: Raw -1356769.735520 + Penalty 3077.225983 = -1353692.509538
  nChanged 8
		SP:Iteration 33Q (78996.920000 sec): 3 clusters
  Score: Raw -1356771.877548 + Penalty 3077.225983 = -1353694.651565
  nChanged 10
		SP:Iteration 34Q (78997.100000 sec): 3 clusters
  Score: Raw -1356774.940112 + Penalty 3077.225983 = -1353697.714129
  nChanged 8
		SP:Iteration 35Q (78997.280000 sec): 3 clusters
  Score: Raw -1356777.606797 + Penalty 3077.225983 = -1353700.380814
  nChanged 10
		SP:Iteration 36Q (78997.490000 sec): 3 clusters
  Score: Raw -1356779.271505 + Penalty 3077.225983 = -1353702.045522
  nChanged 2
		SP:Iteration 37Q (78997.670000 sec): 3 clusters
  Score: Raw -1356779.829227 + Penalty 3077.225983 = -1353702.603244
  nChanged 4
		SP:Iteration 38Q (78997.850000 sec): 3 clusters
  Score: Raw -1356781.364795 + Penalty 3077.225983 = -1353704.138813
  nChanged 4
		SP:Iteration 39Q (78998.050000 sec): 3 clusters
  Score: Raw -1356782.821690 + Penalty 3077.225983 = -1353705.595707
  nChanged 8
		SP:Iteration 40F (78998.230000 sec): 3 clusters
  Score: Raw -1356784.763535 + Penalty 3077.225983 = -1353707.537552
  nChanged 11
		SP:Iteration 41Q (78998.410000 sec): 3 clusters
  Score: Raw -1356788.223461 + Penalty 3077.225983 = -1353710.997479
  nChanged 12
		SP:Iteration 42Q (78998.590000 sec): 3 clusters
  Score: Raw -1356791.471146 + Penalty 3077.225983 = -1353714.245164
  nChanged 9
		SP:Iteration 43Q (78998.800000 sec): 3 clusters
  Score: Raw -1356794.064835 + Penalty 3077.225983 = -1353716.838852
  nChanged 11
		SP:Iteration 44Q (78998.980000 sec): 3 clusters
  Score: Raw -1356797.064077 + Penalty 3077.225983 = -1353719.838094
  nChanged 9
		SP:Iteration 45Q (78999.160000 sec): 3 clusters
  Score: Raw -1356798.725187 + Penalty 3077.225983 = -1353721.499204
  nChanged 7
		SP:Iteration 46Q (78999.350000 sec): 3 clusters
  Score: Raw -1356800.948648 + Penalty 3077.225983 = -1353723.722665
  nChanged 4
		SP:Iteration 47Q (78999.530000 sec): 3 clusters
  Score: Raw -1356801.694133 + Penalty 3077.225983 = -1353724.468151
  nChanged 3
		SP:Iteration 48Q (78999.700000 sec): 3 clusters
  Score: Raw -1356802.482869 + Penalty 3077.225983 = -1353725.256886
  nChanged 4
		SP:Iteration 49Q (78999.880000 sec): 3 clusters
  Score: Raw -1356803.344693 + Penalty 3077.225983 = -1353726.118710
  nChanged 3
		SP:Iteration 50Q (79000.070000 sec): 3 clusters
  Score: Raw -1356803.910836 + Penalty 3077.225983 = -1353726.684854
  nChanged 5
		SP:Iteration 51Q (79000.250000 sec): 3 clusters
  Score: Raw -1356805.133627 + Penalty 3077.225983 = -1353727.907644
  nChanged 3
		SP:Iteration 52Q (79000.430000 sec): 3 clusters
  Score: Raw -1356805.819722 + Penalty 3077.225983 = -1353728.593739
  nChanged 3
		SP:Iteration 53Q (79000.620000 sec): 3 clusters
  Score: Raw -1356806.615971 + Penalty 3077.225983 = -1353729.389988
  nChanged 2
		SP:Iteration 54Q (79000.800000 sec): 3 clusters
  Score: Raw -1356806.812124 + Penalty 3077.225983 = -1353729.586142
  nChanged 0
		SP:Iteration 55F (79001.000000 sec): 3 clusters
  Score: Raw -1356806.812124 + Penalty 3077.225983 = -1353729.586142
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79001.070000 sec): 2 clusters
  Score: Raw -110270.967693 + Penalty 1163.763575 = -109107.204118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79001.100000 sec): 3 clusters
  Score: Raw -109841.161253 + Penalty 2327.527151 = -107513.634102
  nChanged 382
		SP:Iteration 1F (79001.130000 sec): 3 clusters
  Score: Raw -110188.728684 + Penalty 2327.527151 = -107861.201533
  nChanged 86
		SP:Iteration 2F (79001.160000 sec): 3 clusters
  Score: Raw -110285.678033 + Penalty 2327.527151 = -107958.150882
  nChanged 58
		SP:Iteration 3Q (79001.180000 sec): 3 clusters
  Score: Raw -110346.589187 + Penalty 2327.527151 = -108019.062036
  nChanged 50
		SP:Iteration 4Q (79001.210000 sec): 3 clusters
  Score: Raw -110397.478120 + Penalty 2327.527151 = -108069.950969
  nChanged 47
		SP:Iteration 5Q (79001.240000 sec): 3 clusters
  Score: Raw -110452.802846 + Penalty 2327.527151 = -108125.275695
  nChanged 44
		SP:Iteration 6Q (79001.260000 sec): 3 clusters
  Score: Raw -110497.292378 + Penalty 2327.527151 = -108169.765227
  nChanged 28
		SP:Iteration 7Q (79001.280000 sec): 3 clusters
  Score: Raw -110548.282972 + Penalty 2327.527151 = -108220.755821
  nChanged 33
		SP:Iteration 8Q (79001.310000 sec): 3 clusters
  Score: Raw -110592.120328 + Penalty 2327.527151 = -108264.593177
  nChanged 26
		SP:Iteration 9Q (79001.340000 sec): 3 clusters
  Score: Raw -110620.948066 + Penalty 2327.527151 = -108293.420915
  nChanged 15
		SP:Iteration 10Q (79001.360000 sec): 3 clusters
  Score: Raw -110641.155897 + Penalty 2327.527151 = -108313.628746
  nChanged 16
		SP:Iteration 11Q (79001.380000 sec): 3 clusters
  Score: Raw -110656.302460 + Penalty 2327.527151 = -108328.775309
  nChanged 15
		SP:Iteration 12Q (79001.410000 sec): 3 clusters
  Score: Raw -110676.086880 + Penalty 2327.527151 = -108348.559729
  nChanged 20
		SP:Iteration 13Q (79001.440000 sec): 3 clusters
  Score: Raw -110694.040238 + Penalty 2327.527151 = -108366.513087
  nChanged 11
		SP:Iteration 14Q (79001.460000 sec): 3 clusters
  Score: Raw -110704.511276 + Penalty 2327.527151 = -108376.984125
  nChanged 7
		SP:Iteration 15Q (79001.480000 sec): 3 clusters
  Score: Raw -110710.622738 + Penalty 2327.527151 = -108383.095587
  nChanged 3
		SP:Iteration 16Q (79001.510000 sec): 3 clusters
  Score: Raw -110713.985104 + Penalty 2327.527151 = -108386.457953
  nChanged 6
		SP:Iteration 17Q (79001.540000 sec): 3 clusters
  Score: Raw -110719.556644 + Penalty 2327.527151 = -108392.029493
  nChanged 6
		SP:Iteration 18Q (79001.560000 sec): 3 clusters
  Score: Raw -110725.233690 + Penalty 2327.527151 = -108397.706539
  nChanged 6
		SP:Iteration 19Q (79001.580000 sec): 3 clusters
  Score: Raw -110732.929749 + Penalty 2327.527151 = -108405.402598
  nChanged 5
		SP:Iteration 20F (79001.610000 sec): 3 clusters
  Score: Raw -110736.749394 + Penalty 2327.527151 = -108409.222243
  nChanged 1
		SP:Iteration 21Q (79001.630000 sec): 3 clusters
  Score: Raw -110738.342382 + Penalty 2327.527151 = -108410.815231
  nChanged 1
		SP:Iteration 22Q (79001.660000 sec): 3 clusters
  Score: Raw -110738.549324 + Penalty 2327.527151 = -108411.022173
  nChanged 0
		SP:Iteration 23F (79001.680000 sec): 3 clusters
  Score: Raw -110738.549324 + Penalty 2327.527151 = -108411.022173
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (6301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79001.770000 sec): 2 clusters
  Score: Raw -641880.059906 + Penalty 1421.625340 = -640458.434566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79001.890000 sec): 3 clusters
  Score: Raw -638522.477137 + Penalty 2843.250680 = -635679.226457
  nChanged 2592
		SP:Iteration 1F (79002.000000 sec): 3 clusters
  Score: Raw -640104.416955 + Penalty 2843.250680 = -637261.166275
  nChanged 526
		SP:Iteration 2F (79002.110000 sec): 3 clusters
  Score: Raw -640495.507354 + Penalty 2843.250680 = -637652.256674
  nChanged 420
		SP:Iteration 3F (79002.220000 sec): 3 clusters
  Score: Raw -640813.038444 + Penalty 2843.250680 = -637969.787764
  nChanged 409
		SP:Iteration 4F (79002.320000 sec): 3 clusters
  Score: Raw -641181.279347 + Penalty 2843.250680 = -638338.028667
  nChanged 434
		SP:Iteration 5F (79002.430000 sec): 3 clusters
  Score: Raw -641632.381923 + Penalty 2843.250680 = -638789.131243
  nChanged 434
		SP:Iteration 6F (79002.540000 sec): 3 clusters
  Score: Raw -642146.135502 + Penalty 2843.250680 = -639302.884823
  nChanged 390
		SP:Iteration 7F (79002.650000 sec): 3 clusters
  Score: Raw -642550.341817 + Penalty 2843.250680 = -639707.091138
  nChanged 276
		SP:Iteration 8Q (79002.760000 sec): 3 clusters
  Score: Raw -642768.143894 + Penalty 2843.250680 = -639924.893214
  nChanged 185
		SP:Iteration 9Q (79002.870000 sec): 3 clusters
  Score: Raw -642903.915855 + Penalty 2843.250680 = -640060.665176
  nChanged 140
		SP:Iteration 10Q (79002.980000 sec): 3 clusters
  Score: Raw -643009.964683 + Penalty 2843.250680 = -640166.714003
  nChanged 121
		SP:Iteration 11Q (79003.080000 sec): 3 clusters
  Score: Raw -643118.204707 + Penalty 2843.250680 = -640274.954027
  nChanged 95
		SP:Iteration 12Q (79003.190000 sec): 3 clusters
  Score: Raw -643206.060787 + Penalty 2843.250680 = -640362.810107
  nChanged 86
		SP:Iteration 13Q (79003.290000 sec): 3 clusters
  Score: Raw -643280.051667 + Penalty 2843.250680 = -640436.800987
  nChanged 59
		SP:Iteration 14Q (79003.400000 sec): 3 clusters
  Score: Raw -643313.611676 + Penalty 2843.250680 = -640470.360996
  nChanged 44
		SP:Iteration 15Q (79003.500000 sec): 3 clusters
  Score: Raw -643330.725523 + Penalty 2843.250680 = -640487.474844
  nChanged 31
		SP:Iteration 16Q (79003.610000 sec): 3 clusters
  Score: Raw -643341.429900 + Penalty 2843.250680 = -640498.179220
  nChanged 19
		SP:Iteration 17Q (79003.710000 sec): 3 clusters
  Score: Raw -643347.052581 + Penalty 2843.250680 = -640503.801901
  nChanged 13
		SP:Iteration 18Q (79003.810000 sec): 3 clusters
  Score: Raw -643350.541422 + Penalty 2843.250680 = -640507.290742
  nChanged 12
		SP:Iteration 19Q (79003.920000 sec): 3 clusters
  Score: Raw -643353.456598 + Penalty 2843.250680 = -640510.205918
  nChanged 8
		SP:Iteration 20F (79004.030000 sec): 3 clusters
  Score: Raw -643355.617055 + Penalty 2843.250680 = -640512.366375
  nChanged 5
		SP:Iteration 21Q (79004.140000 sec): 3 clusters
  Score: Raw -643356.666205 + Penalty 2843.250680 = -640513.415526
  nChanged 4
		SP:Iteration 22Q (79004.240000 sec): 3 clusters
  Score: Raw -643357.436975 + Penalty 2843.250680 = -640514.186296
  nChanged 4
		SP:Iteration 23Q (79004.340000 sec): 3 clusters
  Score: Raw -643358.030384 + Penalty 2843.250680 = -640514.779704
  nChanged 4
		SP:Iteration 24Q (79004.440000 sec): 3 clusters
  Score: Raw -643358.428574 + Penalty 2843.250680 = -640515.177894
  nChanged 1
		SP:Iteration 25Q (79004.550000 sec): 3 clusters
  Score: Raw -643358.527129 + Penalty 2843.250680 = -640515.276450
  nChanged 1
		SP:Iteration 26Q (79004.650000 sec): 3 clusters
  Score: Raw -643358.766154 + Penalty 2843.250680 = -640515.515474
  nChanged 2
		SP:Iteration 27Q (79004.760000 sec): 3 clusters
  Score: Raw -643359.390634 + Penalty 2843.250680 = -640516.139954
  nChanged 3
		SP:Iteration 28Q (79004.860000 sec): 3 clusters
  Score: Raw -643359.841755 + Penalty 2843.250680 = -640516.591075
  nChanged 2
		SP:Iteration 29Q (79004.960000 sec): 3 clusters
  Score: Raw -643360.818572 + Penalty 2843.250680 = -640517.567892
  nChanged 2
		SP:Iteration 30Q (79005.070000 sec): 3 clusters
  Score: Raw -643361.107293 + Penalty 2843.250680 = -640517.856614
  nChanged 2
		SP:Iteration 31Q (79005.180000 sec): 3 clusters
  Score: Raw -643361.549941 + Penalty 2843.250680 = -640518.299262
  nChanged 0
		SP:Iteration 32F (79005.280000 sec): 3 clusters
  Score: Raw -643361.549941 + Penalty 2843.250680 = -640518.299262
  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 7.98 GB.

 Trying to split cluster 41 (1880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79005.350000 sec): 2 clusters
  Score: Raw -181551.834849 + Penalty 1225.091897 = -180326.742952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79005.400000 sec): 3 clusters
  Score: Raw -180740.174587 + Penalty 2450.183793 = -178289.990794
  nChanged 667
		SP:Iteration 1F (79005.450000 sec): 3 clusters
  Score: Raw -181204.048271 + Penalty 2450.183793 = -178753.864478
  nChanged 138
		SP:Iteration 2F (79005.490000 sec): 3 clusters
  Score: Raw -181311.937823 + Penalty 2450.183793 = -178861.754030
  nChanged 82
		SP:Iteration 3Q (79005.530000 sec): 3 clusters
  Score: Raw -181370.577809 + Penalty 2450.183793 = -178920.394016
  nChanged 57
		SP:Iteration 4Q (79005.570000 sec): 3 clusters
  Score: Raw -181407.638075 + Penalty 2450.183793 = -178957.454281
  nChanged 46
		SP:Iteration 5Q (79005.600000 sec): 3 clusters
  Score: Raw -181433.358992 + Penalty 2450.183793 = -178983.175199
  nChanged 33
		SP:Iteration 6Q (79005.640000 sec): 3 clusters
  Score: Raw -181456.748047 + Penalty 2450.183793 = -179006.564254
  nChanged 31
		SP:Iteration 7Q (79005.680000 sec): 3 clusters
  Score: Raw -181473.966419 + Penalty 2450.183793 = -179023.782626
  nChanged 23
		SP:Iteration 8Q (79005.720000 sec): 3 clusters
  Score: Raw -181485.987732 + Penalty 2450.183793 = -179035.803939
  nChanged 26
		SP:Iteration 9Q (79005.760000 sec): 3 clusters
  Score: Raw -181498.821801 + Penalty 2450.183793 = -179048.638007
  nChanged 17
		SP:Iteration 10Q (79005.790000 sec): 3 clusters
  Score: Raw -181508.948070 + Penalty 2450.183793 = -179058.764277
  nChanged 17
		SP:Iteration 11Q (79005.830000 sec): 3 clusters
  Score: Raw -181517.477307 + Penalty 2450.183793 = -179067.293513
  nChanged 13
		SP:Iteration 12Q (79005.870000 sec): 3 clusters
  Score: Raw -181524.132786 + Penalty 2450.183793 = -179073.948993
  nChanged 13
		SP:Iteration 13Q (79005.910000 sec): 3 clusters
  Score: Raw -181529.269648 + Penalty 2450.183793 = -179079.085855
  nChanged 8
		SP:Iteration 14Q (79005.940000 sec): 3 clusters
  Score: Raw -181532.366420 + Penalty 2450.183793 = -179082.182627
  nChanged 9
		SP:Iteration 15Q (79005.980000 sec): 3 clusters
  Score: Raw -181535.994001 + Penalty 2450.183793 = -179085.810208
  nChanged 6
		SP:Iteration 16Q (79006.020000 sec): 3 clusters
  Score: Raw -181539.282604 + Penalty 2450.183793 = -179089.098811
  nChanged 3
		SP:Iteration 17Q (79006.060000 sec): 3 clusters
  Score: Raw -181541.112866 + Penalty 2450.183793 = -179090.929073
  nChanged 5
		SP:Iteration 18Q (79006.100000 sec): 3 clusters
  Score: Raw -181542.879076 + Penalty 2450.183793 = -179092.695283
  nChanged 2
		SP:Iteration 19Q (79006.130000 sec): 3 clusters
  Score: Raw -181544.135387 + Penalty 2450.183793 = -179093.951594
  nChanged 1
		SP:Iteration 20F (79006.170000 sec): 3 clusters
  Score: Raw -181544.404564 + Penalty 2450.183793 = -179094.220771
  nChanged 1
		SP:Iteration 21Q (79006.210000 sec): 3 clusters
  Score: Raw -181545.285623 + Penalty 2450.183793 = -179095.101830
  nChanged 3
		SP:Iteration 22Q (79006.240000 sec): 3 clusters
  Score: Raw -181546.597941 + Penalty 2450.183793 = -179096.414148
  nChanged 5
		SP:Iteration 23Q (79006.280000 sec): 3 clusters
  Score: Raw -181548.736453 + Penalty 2450.183793 = -179098.552660
  nChanged 3
		SP:Iteration 24Q (79006.320000 sec): 3 clusters
  Score: Raw -181550.484769 + Penalty 2450.183793 = -179100.300976
  nChanged 5
		SP:Iteration 25Q (79006.360000 sec): 3 clusters
  Score: Raw -181552.684647 + Penalty 2450.183793 = -179102.500854
  nChanged 7
		SP:Iteration 26Q (79006.400000 sec): 3 clusters
  Score: Raw -181555.766020 + Penalty 2450.183793 = -179105.582226
  nChanged 4
		SP:Iteration 27Q (79006.440000 sec): 3 clusters
  Score: Raw -181557.086543 + Penalty 2450.183793 = -179106.902750
  nChanged 3
		SP:Iteration 28Q (79006.470000 sec): 3 clusters
  Score: Raw -181558.744755 + Penalty 2450.183793 = -179108.560961
  nChanged 4
		SP:Iteration 29Q (79006.510000 sec): 3 clusters
  Score: Raw -181560.634886 + Penalty 2450.183793 = -179110.451093
  nChanged 4
		SP:Iteration 30Q (79006.550000 sec): 3 clusters
  Score: Raw -181562.692243 + Penalty 2450.183793 = -179112.508450
  nChanged 4
		SP:Iteration 31Q (79006.580000 sec): 3 clusters
  Score: Raw -181563.454232 + Penalty 2450.183793 = -179113.270439
  nChanged 0
		SP:Iteration 32F (79006.620000 sec): 3 clusters
  Score: Raw -181563.454232 + Penalty 2450.183793 = -179113.270439
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (8140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79006.740000 sec): 2 clusters
  Score: Raw -692463.833728 + Penalty 1463.238637 = -691000.595091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79006.900000 sec): 3 clusters
  Score: Raw -688001.355220 + Penalty 2926.477274 = -685074.877946
  nChanged 3445
		SP:Iteration 1F (79007.020000 sec): 3 clusters
  Score: Raw -690041.799760 + Penalty 2926.477274 = -687115.322485
  nChanged 610
		SP:Iteration 2F (79007.150000 sec): 3 clusters
  Score: Raw -690401.542028 + Penalty 2926.477274 = -687475.064754
  nChanged 497
		SP:Iteration 3F (79007.290000 sec): 3 clusters
  Score: Raw -690685.048429 + Penalty 2926.477274 = -687758.571155
  nChanged 415
		SP:Iteration 4F (79007.420000 sec): 3 clusters
  Score: Raw -690910.729920 + Penalty 2926.477274 = -687984.252645
  nChanged 366
		SP:Iteration 5Q (79007.560000 sec): 3 clusters
  Score: Raw -691122.622872 + Penalty 2926.477274 = -688196.145597
  nChanged 362
		SP:Iteration 6Q (79007.710000 sec): 3 clusters
  Score: Raw -691335.523623 + Penalty 2926.477274 = -688409.046349
  nChanged 323
		SP:Iteration 7Q (79007.850000 sec): 3 clusters
  Score: Raw -691523.831343 + Penalty 2926.477274 = -688597.354069
  nChanged 304
		SP:Iteration 8Q (79007.990000 sec): 3 clusters
  Score: Raw -691707.817867 + Penalty 2926.477274 = -688781.340593
  nChanged 271
		SP:Iteration 9Q (79008.120000 sec): 3 clusters
  Score: Raw -691863.764863 + Penalty 2926.477274 = -688937.287589
  nChanged 220
		SP:Iteration 10Q (79008.250000 sec): 3 clusters
  Score: Raw -691962.254748 + Penalty 2926.477274 = -689035.777474
  nChanged 149
		SP:Iteration 11Q (79008.380000 sec): 3 clusters
  Score: Raw -692020.738048 + Penalty 2926.477274 = -689094.260774
  nChanged 110
		SP:Iteration 12Q (79008.520000 sec): 3 clusters
  Score: Raw -692050.360459 + Penalty 2926.477274 = -689123.883185
  nChanged 96
		SP:Iteration 13Q (79008.660000 sec): 3 clusters
  Score: Raw -692078.523085 + Penalty 2926.477274 = -689152.045811
  nChanged 80
		SP:Iteration 14Q (79008.800000 sec): 3 clusters
  Score: Raw -692104.126371 + Penalty 2926.477274 = -689177.649097
  nChanged 79
		SP:Iteration 15Q (79008.940000 sec): 3 clusters
  Score: Raw -692127.860915 + Penalty 2926.477274 = -689201.383641
  nChanged 69
		SP:Iteration 16Q (79009.070000 sec): 3 clusters
  Score: Raw -692146.589070 + Penalty 2926.477274 = -689220.111796
  nChanged 60
		SP:Iteration 17Q (79009.210000 sec): 3 clusters
  Score: Raw -692163.922451 + Penalty 2926.477274 = -689237.445177
  nChanged 50
		SP:Iteration 18Q (79009.350000 sec): 3 clusters
  Score: Raw -692178.621081 + Penalty 2926.477274 = -689252.143807
  nChanged 45
		SP:Iteration 19Q (79009.480000 sec): 3 clusters
  Score: Raw -692192.679837 + Penalty 2926.477274 = -689266.202563
  nChanged 45
		SP:Iteration 20F (79009.600000 sec): 3 clusters
  Score: Raw -692202.978311 + Penalty 2926.477274 = -689276.501036
  nChanged 36
		SP:Iteration 21Q (79009.730000 sec): 3 clusters
  Score: Raw -692212.448614 + Penalty 2926.477274 = -689285.971339
  nChanged 42
		SP:Iteration 22Q (79009.870000 sec): 3 clusters
  Score: Raw -692224.284210 + Penalty 2926.477274 = -689297.806936
  nChanged 39
		SP:Iteration 23Q (79010.000000 sec): 3 clusters
  Score: Raw -692233.559573 + Penalty 2926.477274 = -689307.082299
  nChanged 38
		SP:Iteration 24Q (79010.140000 sec): 3 clusters
  Score: Raw -692242.933233 + Penalty 2926.477274 = -689316.455959
  nChanged 42
		SP:Iteration 25Q (79010.270000 sec): 3 clusters
  Score: Raw -692254.520431 + Penalty 2926.477274 = -689328.043157
  nChanged 53
		SP:Iteration 26Q (79010.410000 sec): 3 clusters
  Score: Raw -692272.152833 + Penalty 2926.477274 = -689345.675559
  nChanged 65
		SP:Iteration 27Q (79010.550000 sec): 3 clusters
  Score: Raw -692294.532977 + Penalty 2926.477274 = -689368.055703
  nChanged 54
		SP:Iteration 28Q (79010.680000 sec): 3 clusters
  Score: Raw -692310.276220 + Penalty 2926.477274 = -689383.798946
  nChanged 44
		SP:Iteration 29Q (79010.820000 sec): 3 clusters
  Score: Raw -692323.197062 + Penalty 2926.477274 = -689396.719788
  nChanged 42
		SP:Iteration 30Q (79010.950000 sec): 3 clusters
  Score: Raw -692335.247051 + Penalty 2926.477274 = -689408.769777
  nChanged 41
		SP:Iteration 31Q (79011.080000 sec): 3 clusters
  Score: Raw -692344.299065 + Penalty 2926.477274 = -689417.821791
  nChanged 30
		SP:Iteration 32Q (79011.200000 sec): 3 clusters
  Score: Raw -692351.588625 + Penalty 2926.477274 = -689425.111351
  nChanged 32
		SP:Iteration 33Q (79011.330000 sec): 3 clusters
  Score: Raw -692362.019406 + Penalty 2926.477274 = -689435.542131
  nChanged 32
		SP:Iteration 34Q (79011.460000 sec): 3 clusters
  Score: Raw -692370.950599 + Penalty 2926.477274 = -689444.473325
  nChanged 39
		SP:Iteration 35Q (79011.590000 sec): 3 clusters
  Score: Raw -692382.199819 + Penalty 2926.477274 = -689455.722545
  nChanged 33
		SP:Iteration 36Q (79011.730000 sec): 3 clusters
  Score: Raw -692389.570959 + Penalty 2926.477274 = -689463.093685
  nChanged 32
		SP:Iteration 37Q (79011.860000 sec): 3 clusters
  Score: Raw -692397.070424 + Penalty 2926.477274 = -689470.593149
  nChanged 29
		SP:Iteration 38Q (79012.000000 sec): 3 clusters
  Score: Raw -692402.878335 + Penalty 2926.477274 = -689476.401061
  nChanged 26
		SP:Iteration 39Q (79012.130000 sec): 3 clusters
  Score: Raw -692410.997676 + Penalty 2926.477274 = -689484.520402
  nChanged 29
		SP:Iteration 40F (79012.270000 sec): 3 clusters
  Score: Raw -692418.771466 + Penalty 2926.477274 = -689492.294192
  nChanged 30
		SP:Iteration 41Q (79012.400000 sec): 3 clusters
  Score: Raw -692425.036723 + Penalty 2926.477274 = -689498.559449
  nChanged 27
		SP:Iteration 42Q (79012.540000 sec): 3 clusters
  Score: Raw -692431.112510 + Penalty 2926.477274 = -689504.635236
  nChanged 30
		SP:Iteration 43Q (79012.670000 sec): 3 clusters
  Score: Raw -692437.814442 + Penalty 2926.477274 = -689511.337168
  nChanged 28
		SP:Iteration 44Q (79012.800000 sec): 3 clusters
  Score: Raw -692443.245553 + Penalty 2926.477274 = -689516.768279
  nChanged 20
		SP:Iteration 45Q (79012.920000 sec): 3 clusters
  Score: Raw -692447.670737 + Penalty 2926.477274 = -689521.193462
  nChanged 23
		SP:Iteration 46Q (79013.050000 sec): 3 clusters
  Score: Raw -692452.027624 + Penalty 2926.477274 = -689525.550350
  nChanged 17
		SP:Iteration 47Q (79013.170000 sec): 3 clusters
  Score: Raw -692455.379763 + Penalty 2926.477274 = -689528.902489
  nChanged 18
		SP:Iteration 48Q (79013.290000 sec): 3 clusters
  Score: Raw -692460.596919 + Penalty 2926.477274 = -689534.119645
  nChanged 22
		SP:Iteration 49Q (79013.420000 sec): 3 clusters
  Score: Raw -692466.432078 + Penalty 2926.477274 = -689539.954804
  nChanged 13
		SP:Iteration 50Q (79013.560000 sec): 3 clusters
  Score: Raw -692469.337799 + Penalty 2926.477274 = -689542.860525
  nChanged 18
		SP:Iteration 51Q (79013.690000 sec): 3 clusters
  Score: Raw -692473.948905 + Penalty 2926.477274 = -689547.471631
  nChanged 17
		SP:Iteration 52Q (79013.830000 sec): 3 clusters
  Score: Raw -692477.652113 + Penalty 2926.477274 = -689551.174839
  nChanged 11
		SP:Iteration 53Q (79013.960000 sec): 3 clusters
  Score: Raw -692479.771330 + Penalty 2926.477274 = -689553.294056
  nChanged 14
		SP:Iteration 54Q (79014.100000 sec): 3 clusters
  Score: Raw -692483.860874 + Penalty 2926.477274 = -689557.383600
  nChanged 17
		SP:Iteration 55Q (79014.230000 sec): 3 clusters
  Score: Raw -692487.681572 + Penalty 2926.477274 = -689561.204298
  nChanged 11
		SP:Iteration 56Q (79014.360000 sec): 3 clusters
  Score: Raw -692489.646718 + Penalty 2926.477274 = -689563.169444
  nChanged 14
		SP:Iteration 57Q (79014.500000 sec): 3 clusters
  Score: Raw -692492.429307 + Penalty 2926.477274 = -689565.952033
  nChanged 17
		SP:Iteration 58Q (79014.630000 sec): 3 clusters
  Score: Raw -692497.395013 + Penalty 2926.477274 = -689570.917739
  nChanged 18
		SP:Iteration 59Q (79014.760000 sec): 3 clusters
  Score: Raw -692502.406972 + Penalty 2926.477274 = -689575.929698
  nChanged 24
		SP:Iteration 60F (79014.890000 sec): 3 clusters
  Score: Raw -692508.621524 + Penalty 2926.477274 = -689582.144250
  nChanged 24
		SP:Iteration 61Q (79015.020000 sec): 3 clusters
  Score: Raw -692514.034925 + Penalty 2926.477274 = -689587.557651
  nChanged 14
		SP:Iteration 62Q (79015.150000 sec): 3 clusters
  Score: Raw -692516.801610 + Penalty 2926.477274 = -689590.324336
  nChanged 15
		SP:Iteration 63Q (79015.270000 sec): 3 clusters
  Score: Raw -692520.651040 + Penalty 2926.477274 = -689594.173766
  nChanged 15
		SP:Iteration 64Q (79015.390000 sec): 3 clusters
  Score: Raw -692523.444080 + Penalty 2926.477274 = -689596.966805
  nChanged 9
		SP:Iteration 65Q (79015.520000 sec): 3 clusters
  Score: Raw -692525.099076 + Penalty 2926.477274 = -689598.621802
  nChanged 9
		SP:Iteration 66Q (79015.650000 sec): 3 clusters
  Score: Raw -692526.616095 + Penalty 2926.477274 = -689600.138821
  nChanged 7
		SP:Iteration 67Q (79015.780000 sec): 3 clusters
  Score: Raw -692527.627007 + Penalty 2926.477274 = -689601.149733
  nChanged 7
		SP:Iteration 68Q (79015.910000 sec): 3 clusters
  Score: Raw -692528.584286 + Penalty 2926.477274 = -689602.107012
  nChanged 9
		SP:Iteration 69Q (79016.040000 sec): 3 clusters
  Score: Raw -692530.100031 + Penalty 2926.477274 = -689603.622757
  nChanged 5
		SP:Iteration 70Q (79016.170000 sec): 3 clusters
  Score: Raw -692531.030368 + Penalty 2926.477274 = -689604.553094
  nChanged 2
		SP:Iteration 71Q (79016.310000 sec): 3 clusters
  Score: Raw -692531.328080 + Penalty 2926.477274 = -689604.850806
  nChanged 1
		SP:Iteration 72Q (79016.440000 sec): 3 clusters
  Score: Raw -692531.407886 + Penalty 2926.477274 = -689604.930612
  nChanged 0
		SP:Iteration 73F (79016.580000 sec): 3 clusters
  Score: Raw -692531.407886 + Penalty 2926.477274 = -689604.930612
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79016.650000 sec): 2 clusters
  Score: Raw -238876.993247 + Penalty 1260.867959 = -237616.125288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79016.700000 sec): 3 clusters
  Score: Raw -237842.897107 + Penalty 2521.735918 = -235321.161190
  nChanged 844
		SP:Iteration 1F (79016.750000 sec): 3 clusters
  Score: Raw -238376.931343 + Penalty 2521.735918 = -235855.195426
  nChanged 176
		SP:Iteration 2F (79016.790000 sec): 3 clusters
  Score: Raw -238513.515664 + Penalty 2521.735918 = -235991.779746
  nChanged 131
		SP:Iteration 3F (79016.840000 sec): 3 clusters
  Score: Raw -238606.969063 + Penalty 2521.735918 = -236085.233146
  nChanged 83
		SP:Iteration 4Q (79016.880000 sec): 3 clusters
  Score: Raw -238661.262273 + Penalty 2521.735918 = -236139.526355
  nChanged 80
		SP:Iteration 5Q (79016.930000 sec): 3 clusters
  Score: Raw -238726.620025 + Penalty 2521.735918 = -236204.884108
  nChanged 84
		SP:Iteration 6Q (79016.980000 sec): 3 clusters
  Score: Raw -238796.219497 + Penalty 2521.735918 = -236274.483580
  nChanged 69
		SP:Iteration 7Q (79017.020000 sec): 3 clusters
  Score: Raw -238845.648467 + Penalty 2521.735918 = -236323.912549
  nChanged 67
		SP:Iteration 8Q (79017.070000 sec): 3 clusters
  Score: Raw -238886.699725 + Penalty 2521.735918 = -236364.963807
  nChanged 51
		SP:Iteration 9Q (79017.110000 sec): 3 clusters
  Score: Raw -238919.202045 + Penalty 2521.735918 = -236397.466128
  nChanged 53
		SP:Iteration 10Q (79017.160000 sec): 3 clusters
  Score: Raw -238954.086903 + Penalty 2521.735918 = -236432.350986
  nChanged 43
		SP:Iteration 11Q (79017.210000 sec): 3 clusters
  Score: Raw -238978.040840 + Penalty 2521.735918 = -236456.304922
  nChanged 29
		SP:Iteration 12Q (79017.250000 sec): 3 clusters
  Score: Raw -238993.527085 + Penalty 2521.735918 = -236471.791168
  nChanged 21
		SP:Iteration 13Q (79017.300000 sec): 3 clusters
  Score: Raw -239004.701286 + Penalty 2521.735918 = -236482.965368
  nChanged 25
		SP:Iteration 14Q (79017.350000 sec): 3 clusters
  Score: Raw -239020.266664 + Penalty 2521.735918 = -236498.530746
  nChanged 25
		SP:Iteration 15Q (79017.390000 sec): 3 clusters
  Score: Raw -239033.301940 + Penalty 2521.735918 = -236511.566022
  nChanged 15
		SP:Iteration 16Q (79017.440000 sec): 3 clusters
  Score: Raw -239038.831949 + Penalty 2521.735918 = -236517.096032
  nChanged 10
		SP:Iteration 17Q (79017.490000 sec): 3 clusters
  Score: Raw -239043.615445 + Penalty 2521.735918 = -236521.879528
  nChanged 10
		SP:Iteration 18Q (79017.530000 sec): 3 clusters
  Score: Raw -239048.360454 + Penalty 2521.735918 = -236526.624536
  nChanged 11
		SP:Iteration 19Q (79017.580000 sec): 3 clusters
  Score: Raw -239052.087308 + Penalty 2521.735918 = -236530.351390
  nChanged 9
		SP:Iteration 20F (79017.620000 sec): 3 clusters
  Score: Raw -239056.107118 + Penalty 2521.735918 = -236534.371201
  nChanged 14
		SP:Iteration 21Q (79017.670000 sec): 3 clusters
  Score: Raw -239063.245360 + Penalty 2521.735918 = -236541.509442
  nChanged 9
		SP:Iteration 22Q (79017.710000 sec): 3 clusters
  Score: Raw -239066.432030 + Penalty 2521.735918 = -236544.696113
  nChanged 10
		SP:Iteration 23Q (79017.760000 sec): 3 clusters
  Score: Raw -239070.355177 + Penalty 2521.735918 = -236548.619260
  nChanged 11
		SP:Iteration 24Q (79017.810000 sec): 3 clusters
  Score: Raw -239075.252768 + Penalty 2521.735918 = -236553.516850
  nChanged 12
		SP:Iteration 25Q (79017.850000 sec): 3 clusters
  Score: Raw -239081.646105 + Penalty 2521.735918 = -236559.910187
  nChanged 13
		SP:Iteration 26Q (79017.900000 sec): 3 clusters
  Score: Raw -239088.522032 + Penalty 2521.735918 = -236566.786114
  nChanged 18
		SP:Iteration 27Q (79017.940000 sec): 3 clusters
  Score: Raw -239097.303120 + Penalty 2521.735918 = -236575.567203
  nChanged 16
		SP:Iteration 28Q (79017.990000 sec): 3 clusters
  Score: Raw -239108.850863 + Penalty 2521.735918 = -236587.114945
  nChanged 22
		SP:Iteration 29Q (79018.030000 sec): 3 clusters
  Score: Raw -239125.193611 + Penalty 2521.735918 = -236603.457693
  nChanged 24
		SP:Iteration 30Q (79018.080000 sec): 3 clusters
  Score: Raw -239144.705414 + Penalty 2521.735918 = -236622.969496
  nChanged 33
		SP:Iteration 31Q (79018.130000 sec): 3 clusters
  Score: Raw -239172.653508 + Penalty 2521.735918 = -236650.917591
  nChanged 40
		SP:Iteration 32Q (79018.170000 sec): 3 clusters
  Score: Raw -239204.845483 + Penalty 2521.735918 = -236683.109565
  nChanged 48
		SP:Iteration 33Q (79018.210000 sec): 3 clusters
  Score: Raw -239254.095429 + Penalty 2521.735918 = -236732.359511
  nChanged 50
		SP:Iteration 34Q (79018.260000 sec): 3 clusters
  Score: Raw -239323.559458 + Penalty 2521.735918 = -236801.823540
  nChanged 55
		SP:Iteration 35Q (79018.310000 sec): 3 clusters
  Score: Raw -239404.173635 + Penalty 2521.735918 = -236882.437717
  nChanged 56
		SP:Iteration 36Q (79018.350000 sec): 3 clusters
  Score: Raw -239491.497288 + Penalty 2521.735918 = -236969.761371
  nChanged 49
		SP:Iteration 37Q (79018.390000 sec): 3 clusters
  Score: Raw -239571.079739 + Penalty 2521.735918 = -237049.343822
  nChanged 53
		SP:Iteration 38Q (79018.440000 sec): 3 clusters
  Score: Raw -239635.060707 + Penalty 2521.735918 = -237113.324789
  nChanged 19
		SP:Iteration 39Q (79018.480000 sec): 3 clusters
  Score: Raw -239651.221438 + Penalty 2521.735918 = -237129.485520
  nChanged 12
		SP:Iteration 40F (79018.530000 sec): 3 clusters
  Score: Raw -239658.775168 + Penalty 2521.735918 = -237137.039250
  nChanged 8
		SP:Iteration 41Q (79018.570000 sec): 3 clusters
  Score: Raw -239661.847535 + Penalty 2521.735918 = -237140.111617
  nChanged 4
		SP:Iteration 42Q (79018.610000 sec): 3 clusters
  Score: Raw -239663.896569 + Penalty 2521.735918 = -237142.160651
  nChanged 3
		SP:Iteration 43Q (79018.660000 sec): 3 clusters
  Score: Raw -239665.151788 + Penalty 2521.735918 = -237143.415871
  nChanged 2
		SP:Iteration 44Q (79018.700000 sec): 3 clusters
  Score: Raw -239665.714144 + Penalty 2521.735918 = -237143.978227
  nChanged 0
		SP:Iteration 45F (79018.750000 sec): 3 clusters
  Score: Raw -239665.714144 + Penalty 2521.735918 = -237143.978227
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79018.900000 sec): 2 clusters
  Score: Raw -1170689.015633 + Penalty 1526.388793 = -1169162.626840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79019.090000 sec): 3 clusters
  Score: Raw -1163832.530071 + Penalty 3052.777586 = -1160779.752484
  nChanged 5244
		SP:Iteration 1F (79019.270000 sec): 3 clusters
  Score: Raw -1166763.292898 + Penalty 3052.777586 = -1163710.515312
  nChanged 785
		SP:Iteration 2F (79019.460000 sec): 3 clusters
  Score: Raw -1167180.609753 + Penalty 3052.777586 = -1164127.832167
  nChanged 734
		SP:Iteration 3F (79019.660000 sec): 3 clusters
  Score: Raw -1167588.348670 + Penalty 3052.777586 = -1164535.571083
  nChanged 724
		SP:Iteration 4F (79019.850000 sec): 3 clusters
  Score: Raw -1167999.224299 + Penalty 3052.777586 = -1164946.446713
  nChanged 647
		SP:Iteration 5F (79020.030000 sec): 3 clusters
  Score: Raw -1168357.195795 + Penalty 3052.777586 = -1165304.418209
  nChanged 577
		SP:Iteration 6Q (79020.220000 sec): 3 clusters
  Score: Raw -1168693.749272 + Penalty 3052.777586 = -1165640.971685
  nChanged 547
		SP:Iteration 7Q (79020.430000 sec): 3 clusters
  Score: Raw -1168980.399636 + Penalty 3052.777586 = -1165927.622049
  nChanged 491
		SP:Iteration 8Q (79020.610000 sec): 3 clusters
  Score: Raw -1169205.960302 + Penalty 3052.777586 = -1166153.182716
  nChanged 398
		SP:Iteration 9Q (79020.800000 sec): 3 clusters
  Score: Raw -1169382.389569 + Penalty 3052.777586 = -1166329.611983
  nChanged 349
		SP:Iteration 10Q (79021.010000 sec): 3 clusters
  Score: Raw -1169517.598716 + Penalty 3052.777586 = -1166464.821129
  nChanged 287
		SP:Iteration 11Q (79021.200000 sec): 3 clusters
  Score: Raw -1169620.406879 + Penalty 3052.777586 = -1166567.629293
  nChanged 249
		SP:Iteration 12Q (79021.390000 sec): 3 clusters
  Score: Raw -1169709.583861 + Penalty 3052.777586 = -1166656.806275
  nChanged 209
		SP:Iteration 13Q (79021.580000 sec): 3 clusters
  Score: Raw -1169782.889526 + Penalty 3052.777586 = -1166730.111939
  nChanged 204
		SP:Iteration 14Q (79021.770000 sec): 3 clusters
  Score: Raw -1169854.790028 + Penalty 3052.777586 = -1166802.012442
  nChanged 183
		SP:Iteration 15Q (79021.960000 sec): 3 clusters
  Score: Raw -1169913.277116 + Penalty 3052.777586 = -1166860.499529
  nChanged 177
		SP:Iteration 16Q (79022.150000 sec): 3 clusters
  Score: Raw -1169968.178957 + Penalty 3052.777586 = -1166915.401371
  nChanged 173
		SP:Iteration 17Q (79022.360000 sec): 3 clusters
  Score: Raw -1170029.358458 + Penalty 3052.777586 = -1166976.580872
  nChanged 190
		SP:Iteration 18Q (79022.530000 sec): 3 clusters
  Score: Raw -1170093.819824 + Penalty 3052.777586 = -1167041.042238
  nChanged 194
		SP:Iteration 19Q (79022.710000 sec): 3 clusters
  Score: Raw -1170168.247468 + Penalty 3052.777586 = -1167115.469882
  nChanged 187
		SP:Iteration 20F (79022.900000 sec): 3 clusters
  Score: Raw -1170252.072661 + Penalty 3052.777586 = -1167199.295075
  nChanged 205
		SP:Iteration 21Q (79023.090000 sec): 3 clusters
  Score: Raw -1170352.804060 + Penalty 3052.777586 = -1167300.026474
  nChanged 195
		SP:Iteration 22Q (79023.280000 sec): 3 clusters
  Score: Raw -1170440.014959 + Penalty 3052.777586 = -1167387.237372
  nChanged 173
		SP:Iteration 23Q (79023.460000 sec): 3 clusters
  Score: Raw -1170507.565165 + Penalty 3052.777586 = -1167454.787579
  nChanged 152
		SP:Iteration 24Q (79023.650000 sec): 3 clusters
  Score: Raw -1170563.401483 + Penalty 3052.777586 = -1167510.623896
  nChanged 139
		SP:Iteration 25Q (79023.830000 sec): 3 clusters
  Score: Raw -1170615.933537 + Penalty 3052.777586 = -1167563.155951
  nChanged 138
		SP:Iteration 26Q (79024.030000 sec): 3 clusters
  Score: Raw -1170668.436369 + Penalty 3052.777586 = -1167615.658783
  nChanged 122
		SP:Iteration 27Q (79024.210000 sec): 3 clusters
  Score: Raw -1170716.460716 + Penalty 3052.777586 = -1167663.683130
  nChanged 105
		SP:Iteration 28Q (79024.390000 sec): 3 clusters
  Score: Raw -1170755.379803 + Penalty 3052.777586 = -1167702.602216
  nChanged 94
		SP:Iteration 29Q (79024.590000 sec): 3 clusters
  Score: Raw -1170792.053873 + Penalty 3052.777586 = -1167739.276287
  nChanged 97
		SP:Iteration 30Q (79024.760000 sec): 3 clusters
  Score: Raw -1170830.350875 + Penalty 3052.777586 = -1167777.573289
  nChanged 94
		SP:Iteration 31Q (79024.940000 sec): 3 clusters
  Score: Raw -1170867.656367 + Penalty 3052.777586 = -1167814.878780
  nChanged 83
		SP:Iteration 32Q (79025.120000 sec): 3 clusters
  Score: Raw -1170900.431322 + Penalty 3052.777586 = -1167847.653736
  nChanged 69
		SP:Iteration 33Q (79025.290000 sec): 3 clusters
  Score: Raw -1170927.764294 + Penalty 3052.777586 = -1167874.986707
  nChanged 57
		SP:Iteration 34Q (79025.490000 sec): 3 clusters
  Score: Raw -1170947.482926 + Penalty 3052.777586 = -1167894.705340
  nChanged 45
		SP:Iteration 35Q (79025.670000 sec): 3 clusters
  Score: Raw -1170963.612605 + Penalty 3052.777586 = -1167910.835019
  nChanged 32
		SP:Iteration 36Q (79025.840000 sec): 3 clusters
  Score: Raw -1170976.165940 + Penalty 3052.777586 = -1167923.388354
  nChanged 32
		SP:Iteration 37Q (79026.020000 sec): 3 clusters
  Score: Raw -1170987.759925 + Penalty 3052.777586 = -1167934.982339
  nChanged 35
		SP:Iteration 38Q (79026.190000 sec): 3 clusters
  Score: Raw -1170997.463126 + Penalty 3052.777586 = -1167944.685540
  nChanged 26
		SP:Iteration 39Q (79026.390000 sec): 3 clusters
  Score: Raw -1171005.388764 + Penalty 3052.777586 = -1167952.611178
  nChanged 22
		SP:Iteration 40F (79026.570000 sec): 3 clusters
  Score: Raw -1171011.740078 + Penalty 3052.777586 = -1167958.962492
  nChanged 18
		SP:Iteration 41Q (79026.740000 sec): 3 clusters
  Score: Raw -1171016.581729 + Penalty 3052.777586 = -1167963.804143
  nChanged 20
		SP:Iteration 42Q (79026.930000 sec): 3 clusters
  Score: Raw -1171023.478864 + Penalty 3052.777586 = -1167970.701278
  nChanged 28
		SP:Iteration 43Q (79027.110000 sec): 3 clusters
  Score: Raw -1171032.567582 + Penalty 3052.777586 = -1167979.789996
  nChanged 24
		SP:Iteration 44Q (79027.280000 sec): 3 clusters
  Score: Raw -1171041.055912 + Penalty 3052.777586 = -1167988.278326
  nChanged 24
		SP:Iteration 45Q (79027.460000 sec): 3 clusters
  Score: Raw -1171047.322626 + Penalty 3052.777586 = -1167994.545040
  nChanged 17
		SP:Iteration 46Q (79027.630000 sec): 3 clusters
  Score: Raw -1171051.822492 + Penalty 3052.777586 = -1167999.044905
  nChanged 14
		SP:Iteration 47Q (79027.870000 sec): 3 clusters
  Score: Raw -1171054.717909 + Penalty 3052.777586 = -1168001.940323
  nChanged 7
		SP:Iteration 48Q (79028.170000 sec): 3 clusters
  Score: Raw -1171056.840790 + Penalty 3052.777586 = -1168004.063204
  nChanged 9
		SP:Iteration 49Q (79028.390000 sec): 3 clusters
  Score: Raw -1171058.337182 + Penalty 3052.777586 = -1168005.559596
  nChanged 9
		SP:Iteration 50Q (79028.640000 sec): 3 clusters
  Score: Raw -1171060.420597 + Penalty 3052.777586 = -1168007.643011
  nChanged 5
		SP:Iteration 51Q (79028.890000 sec): 3 clusters
  Score: Raw -1171062.276412 + Penalty 3052.777586 = -1168009.498825
  nChanged 10
		SP:Iteration 52Q (79029.190000 sec): 3 clusters
  Score: Raw -1171064.997938 + Penalty 3052.777586 = -1168012.220351
  nChanged 5
		SP:Iteration 53Q (79029.400000 sec): 3 clusters
  Score: Raw -1171067.050368 + Penalty 3052.777586 = -1168014.272782
  nChanged 11
		SP:Iteration 54Q (79029.660000 sec): 3 clusters
  Score: Raw -1171071.113899 + Penalty 3052.777586 = -1168018.336312
  nChanged 4
		SP:Iteration 55Q (79029.890000 sec): 3 clusters
  Score: Raw -1171072.460233 + Penalty 3052.777586 = -1168019.682647
  nChanged 2
		SP:Iteration 56Q (79030.050000 sec): 3 clusters
  Score: Raw -1171072.853076 + Penalty 3052.777586 = -1168020.075490
  nChanged 3
		SP:Iteration 57Q (79030.240000 sec): 3 clusters
  Score: Raw -1171074.357405 + Penalty 3052.777586 = -1168021.579819
  nChanged 7
		SP:Iteration 58Q (79030.410000 sec): 3 clusters
  Score: Raw -1171076.893360 + Penalty 3052.777586 = -1168024.115774
  nChanged 7
		SP:Iteration 59Q (79030.580000 sec): 3 clusters
  Score: Raw -1171078.273516 + Penalty 3052.777586 = -1168025.495930
  nChanged 3
		SP:Iteration 60F (79030.780000 sec): 3 clusters
  Score: Raw -1171078.816359 + Penalty 3052.777586 = -1168026.038772
  nChanged 4
		SP:Iteration 61Q (79030.950000 sec): 3 clusters
  Score: Raw -1171080.113042 + Penalty 3052.777586 = -1168027.335456
  nChanged 3
		SP:Iteration 62Q (79031.150000 sec): 3 clusters
  Score: Raw -1171080.924355 + Penalty 3052.777586 = -1168028.146769
  nChanged 2
		SP:Iteration 63Q (79031.320000 sec): 3 clusters
  Score: Raw -1171081.464767 + Penalty 3052.777586 = -1168028.687181
  nChanged 2
		SP:Iteration 64Q (79031.490000 sec): 3 clusters
  Score: Raw -1171081.787145 + Penalty 3052.777586 = -1168029.009559
  nChanged 2
		SP:Iteration 65Q (79031.670000 sec): 3 clusters
  Score: Raw -1171082.986938 + Penalty 3052.777586 = -1168030.209352
  nChanged 6
		SP:Iteration 66Q (79031.840000 sec): 3 clusters
  Score: Raw -1171084.650665 + Penalty 3052.777586 = -1168031.873079
  nChanged 5
		SP:Iteration 67Q (79032.040000 sec): 3 clusters
  Score: Raw -1171085.967957 + Penalty 3052.777586 = -1168033.190371
  nChanged 7
		SP:Iteration 68Q (79032.210000 sec): 3 clusters
  Score: Raw -1171087.534325 + Penalty 3052.777586 = -1168034.756739
  nChanged 4
		SP:Iteration 69Q (79032.380000 sec): 3 clusters
  Score: Raw -1171088.420120 + Penalty 3052.777586 = -1168035.642534
  nChanged 1
		SP:Iteration 70Q (79032.560000 sec): 3 clusters
  Score: Raw -1171088.826267 + Penalty 3052.777586 = -1168036.048681
  nChanged 1
		SP:Iteration 71Q (79032.730000 sec): 3 clusters
  Score: Raw -1171089.065877 + Penalty 3052.777586 = -1168036.288291
  nChanged 0
		SP:Iteration 72F (79032.930000 sec): 3 clusters
  Score: Raw -1171089.065877 + Penalty 3052.777586 = -1168036.288291
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79032.990000 sec): 2 clusters
  Score: Raw -170138.193760 + Penalty 1201.704976 = -168936.488784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79033.030000 sec): 3 clusters
  Score: Raw -169467.681505 + Penalty 2403.409953 = -167064.271552
  nChanged 565
		SP:Iteration 1F (79033.070000 sec): 3 clusters
  Score: Raw -169817.499733 + Penalty 2403.409953 = -167414.089781
  nChanged 112
		SP:Iteration 2F (79033.100000 sec): 3 clusters
  Score: Raw -169907.673714 + Penalty 2403.409953 = -167504.263761
  nChanged 80
		SP:Iteration 3Q (79033.140000 sec): 3 clusters
  Score: Raw -169958.773657 + Penalty 2403.409953 = -167555.363705
  nChanged 51
		SP:Iteration 4Q (79033.170000 sec): 3 clusters
  Score: Raw -169998.066690 + Penalty 2403.409953 = -167594.656737
  nChanged 42
		SP:Iteration 5Q (79033.200000 sec): 3 clusters
  Score: Raw -170031.709733 + Penalty 2403.409953 = -167628.299780
  nChanged 33
		SP:Iteration 6Q (79033.230000 sec): 3 clusters
  Score: Raw -170056.486634 + Penalty 2403.409953 = -167653.076681
  nChanged 25
		SP:Iteration 7Q (79033.270000 sec): 3 clusters
  Score: Raw -170071.949378 + Penalty 2403.409953 = -167668.539425
  nChanged 19
		SP:Iteration 8Q (79033.300000 sec): 3 clusters
  Score: Raw -170082.491738 + Penalty 2403.409953 = -167679.081786
  nChanged 5
		SP:Iteration 9Q (79033.330000 sec): 3 clusters
  Score: Raw -170087.015144 + Penalty 2403.409953 = -167683.605192
  nChanged 10
		SP:Iteration 10Q (79033.360000 sec): 3 clusters
  Score: Raw -170091.636310 + Penalty 2403.409953 = -167688.226358
  nChanged 10
		SP:Iteration 11Q (79033.390000 sec): 3 clusters
  Score: Raw -170096.593068 + Penalty 2403.409953 = -167693.183115
  nChanged 7
		SP:Iteration 12Q (79033.430000 sec): 3 clusters
  Score: Raw -170099.324446 + Penalty 2403.409953 = -167695.914494
  nChanged 3
		SP:Iteration 13Q (79033.460000 sec): 3 clusters
  Score: Raw -170100.231896 + Penalty 2403.409953 = -167696.821944
  nChanged 3
		SP:Iteration 14Q (79033.490000 sec): 3 clusters
  Score: Raw -170103.392194 + Penalty 2403.409953 = -167699.982241
  nChanged 7
		SP:Iteration 15Q (79033.520000 sec): 3 clusters
  Score: Raw -170108.535819 + Penalty 2403.409953 = -167705.125867
  nChanged 11
		SP:Iteration 16Q (79033.550000 sec): 3 clusters
  Score: Raw -170112.959123 + Penalty 2403.409953 = -167709.549170
  nChanged 3
		SP:Iteration 17Q (79033.590000 sec): 3 clusters
  Score: Raw -170113.508651 + Penalty 2403.409953 = -167710.098698
  nChanged 2
		SP:Iteration 18Q (79033.620000 sec): 3 clusters
  Score: Raw -170113.922850 + Penalty 2403.409953 = -167710.512897
  nChanged 1
		SP:Iteration 19Q (79033.650000 sec): 3 clusters
  Score: Raw -170114.284094 + Penalty 2403.409953 = -167710.874141
  nChanged 2
		SP:Iteration 20F (79033.680000 sec): 3 clusters
  Score: Raw -170114.921482 + Penalty 2403.409953 = -167711.511529
  nChanged 2
		SP:Iteration 21Q (79033.710000 sec): 3 clusters
  Score: Raw -170115.622954 + Penalty 2403.409953 = -167712.213001
  nChanged 0
		SP:Iteration 22F (79033.750000 sec): 3 clusters
  Score: Raw -170115.622954 + Penalty 2403.409953 = -167712.213001
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (170334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79034.770000 sec): 2 clusters
  Score: Raw -16477792.772464 + Penalty 1957.396430 = -16475835.376033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79036.300000 sec): 3 clusters
  Score: Raw -16365370.350210 + Penalty 3914.792861 = -16361455.557350
  nChanged 82309
		SP:Iteration 1F (79037.800000 sec): 3 clusters
  Score: Raw -16415103.814903 + Penalty 3914.792861 = -16411189.022042
  nChanged 7235
		SP:Iteration 2Q (79039.410000 sec): 3 clusters
  Score: Raw -16417831.938542 + Penalty 3914.792861 = -16413917.145681
  nChanged 8450
		SP:Iteration 3Q (79041.050000 sec): 3 clusters
  Score: Raw -16421692.294342 + Penalty 3914.792861 = -16417777.501481
  nChanged 9758
		SP:Iteration 4F (79042.580000 sec): 3 clusters
  Score: Raw -16426959.388905 + Penalty 3914.792861 = -16423044.596045
  nChanged 10870
		SP:Iteration 5F (79044.080000 sec): 3 clusters
  Score: Raw -16433997.753497 + Penalty 3914.792861 = -16430082.960636
  nChanged 11178
		SP:Iteration 6F (79045.600000 sec): 3 clusters
  Score: Raw -16442612.677350 + Penalty 3914.792861 = -16438697.884489
  nChanged 10345
		SP:Iteration 7F (79047.100000 sec): 3 clusters
  Score: Raw -16451357.967074 + Penalty 3914.792861 = -16447443.174213
  nChanged 8564
		SP:Iteration 8F (79048.630000 sec): 3 clusters
  Score: Raw -16458087.801978 + Penalty 3914.792861 = -16454173.009117
  nChanged 6615
		SP:Iteration 9Q (79050.170000 sec): 3 clusters
  Score: Raw -16462273.739504 + Penalty 3914.792861 = -16458358.946644
  nChanged 4860
		SP:Iteration 10Q (79051.680000 sec): 3 clusters
  Score: Raw -16464960.502604 + Penalty 3914.792861 = -16461045.709744
  nChanged 4008
		SP:Iteration 11Q (79053.160000 sec): 3 clusters
  Score: Raw -16467134.135646 + Penalty 3914.792861 = -16463219.342786
  nChanged 3481
		SP:Iteration 12Q (79054.640000 sec): 3 clusters
  Score: Raw -16469008.469916 + Penalty 3914.792861 = -16465093.677055
  nChanged 3167
		SP:Iteration 13Q (79056.080000 sec): 3 clusters
  Score: Raw -16470702.897063 + Penalty 3914.792861 = -16466788.104203
  nChanged 2880
		SP:Iteration 14Q (79057.480000 sec): 3 clusters
  Score: Raw -16472229.465661 + Penalty 3914.792861 = -16468314.672800
  nChanged 2514
		SP:Iteration 15Q (79058.890000 sec): 3 clusters
  Score: Raw -16473521.439294 + Penalty 3914.792861 = -16469606.646434
  nChanged 2157
		SP:Iteration 16Q (79060.290000 sec): 3 clusters
  Score: Raw -16474602.784138 + Penalty 3914.792861 = -16470687.991278
  nChanged 1869
		SP:Iteration 17Q (79061.680000 sec): 3 clusters
  Score: Raw -16475502.437918 + Penalty 3914.792861 = -16471587.645058
  nChanged 1556
		SP:Iteration 18Q (79063.040000 sec): 3 clusters
  Score: Raw -16476237.664905 + Penalty 3914.792861 = -16472322.872045
  nChanged 1291
		SP:Iteration 19Q (79064.420000 sec): 3 clusters
  Score: Raw -16476802.242408 + Penalty 3914.792861 = -16472887.449547
  nChanged 1047
		SP:Iteration 20F (79065.970000 sec): 3 clusters
  Score: Raw -16477233.166733 + Penalty 3914.792861 = -16473318.373872
  nChanged 861
		SP:Iteration 21Q (79067.320000 sec): 3 clusters
  Score: Raw -16477576.994837 + Penalty 3914.792861 = -16473662.201977
  nChanged 683
		SP:Iteration 22Q (79068.690000 sec): 3 clusters
  Score: Raw -16477828.610845 + Penalty 3914.792861 = -16473913.817984
  nChanged 548
		SP:Iteration 23Q (79070.000000 sec): 3 clusters
  Score: Raw -16478020.895048 + Penalty 3914.792861 = -16474106.102187
  nChanged 459
		SP:Iteration 24Q (79071.310000 sec): 3 clusters
  Score: Raw -16478178.652125 + Penalty 3914.792861 = -16474263.859264
  nChanged 359
		SP:Iteration 25Q (79072.670000 sec): 3 clusters
  Score: Raw -16478307.982548 + Penalty 3914.792861 = -16474393.189687
  nChanged 293
		SP:Iteration 26Q (79074.010000 sec): 3 clusters
  Score: Raw -16478401.364605 + Penalty 3914.792861 = -16474486.571744
  nChanged 233
		SP:Iteration 27Q (79075.320000 sec): 3 clusters
  Score: Raw -16478474.070600 + Penalty 3914.792861 = -16474559.277739
  nChanged 187
		SP:Iteration 28Q (79076.680000 sec): 3 clusters
  Score: Raw -16478525.215591 + Penalty 3914.792861 = -16474610.422730
  nChanged 144
		SP:Iteration 29Q (79078.010000 sec): 3 clusters
  Score: Raw -16478559.598527 + Penalty 3914.792861 = -16474644.805666
  nChanged 122
		SP:Iteration 30Q (79079.330000 sec): 3 clusters
  Score: Raw -16478591.624749 + Penalty 3914.792861 = -16474676.831889
  nChanged 92
		SP:Iteration 31Q (79080.690000 sec): 3 clusters
  Score: Raw -16478615.866889 + Penalty 3914.792861 = -16474701.074028
  nChanged 84
		SP:Iteration 32Q (79082.020000 sec): 3 clusters
  Score: Raw -16478635.928342 + Penalty 3914.792861 = -16474721.135481
  nChanged 78
		SP:Iteration 33Q (79083.330000 sec): 3 clusters
  Score: Raw -16478651.931155 + Penalty 3914.792861 = -16474737.138295
  nChanged 59
		SP:Iteration 34Q (79084.640000 sec): 3 clusters
  Score: Raw -16478664.808158 + Penalty 3914.792861 = -16474750.015297
  nChanged 55
		SP:Iteration 35Q (79085.940000 sec): 3 clusters
  Score: Raw -16478677.096983 + Penalty 3914.792861 = -16474762.304123
  nChanged 48
		SP:Iteration 36Q (79087.300000 sec): 3 clusters
  Score: Raw -16478686.900974 + Penalty 3914.792861 = -16474772.108113
  nChanged 42
		SP:Iteration 37Q (79088.630000 sec): 3 clusters
  Score: Raw -16478695.616925 + Penalty 3914.792861 = -16474780.824064
  nChanged 53
		SP:Iteration 38Q (79089.940000 sec): 3 clusters
  Score: Raw -16478706.506902 + Penalty 3914.792861 = -16474791.714041
  nChanged 45
		SP:Iteration 39Q (79091.240000 sec): 3 clusters
  Score: Raw -16478714.162708 + Penalty 3914.792861 = -16474799.369848
  nChanged 30
		SP:Iteration 40F (79092.750000 sec): 3 clusters
  Score: Raw -16478718.750709 + Penalty 3914.792861 = -16474803.957848
  nChanged 24
		SP:Iteration 41Q (79094.080000 sec): 3 clusters
  Score: Raw -16478721.995950 + Penalty 3914.792861 = -16474807.203089
  nChanged 16
		SP:Iteration 42Q (79095.390000 sec): 3 clusters
  Score: Raw -16478724.386081 + Penalty 3914.792861 = -16474809.593220
  nChanged 16
		SP:Iteration 43Q (79096.700000 sec): 3 clusters
  Score: Raw -16478727.317362 + Penalty 3914.792861 = -16474812.524502
  nChanged 15
		SP:Iteration 44Q (79098.060000 sec): 3 clusters
  Score: Raw -16478729.562873 + Penalty 3914.792861 = -16474814.770012
  nChanged 20
		SP:Iteration 45Q (79099.390000 sec): 3 clusters
  Score: Raw -16478733.008216 + Penalty 3914.792861 = -16474818.215355
  nChanged 16
		SP:Iteration 46Q (79100.700000 sec): 3 clusters
  Score: Raw -16478735.153716 + Penalty 3914.792861 = -16474820.360856
  nChanged 10
		SP:Iteration 47Q (79102.000000 sec): 3 clusters
  Score: Raw -16478736.620054 + Penalty 3914.792861 = -16474821.827193
  nChanged 7
		SP:Iteration 48Q (79103.310000 sec): 3 clusters
  Score: Raw -16478737.521101 + Penalty 3914.792861 = -16474822.728241
  nChanged 3
		SP:Iteration 49Q (79104.620000 sec): 3 clusters
  Score: Raw -16478737.866869 + Penalty 3914.792861 = -16474823.074008
  nChanged 2
		SP:Iteration 50Q (79105.930000 sec): 3 clusters
  Score: Raw -16478738.143103 + Penalty 3914.792861 = -16474823.350242
  nChanged 2
		SP:Iteration 51Q (79107.290000 sec): 3 clusters
  Score: Raw -16478738.463878 + Penalty 3914.792861 = -16474823.671018
  nChanged 0
		SP:Iteration 52F (79108.770000 sec): 3 clusters
  Score: Raw -16478738.463878 + Penalty 3914.792861 = -16474823.671018
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (47375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79109.140000 sec): 2 clusters
  Score: Raw -4767820.108784 + Penalty 1749.450616 = -4766070.658168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79109.660000 sec): 3 clusters
  Score: Raw -4737797.158056 + Penalty 3498.901231 = -4734298.256824
  nChanged 22304
		SP:Iteration 1F (79110.130000 sec): 3 clusters
  Score: Raw -4750691.856948 + Penalty 3498.901231 = -4747192.955717
  nChanged 1976
		SP:Iteration 2Q (79110.640000 sec): 3 clusters
  Score: Raw -4751375.550446 + Penalty 3498.901231 = -4747876.649215
  nChanged 2085
		SP:Iteration 3Q (79111.150000 sec): 3 clusters
  Score: Raw -4752163.216320 + Penalty 3498.901231 = -4748664.315089
  nChanged 2183
		SP:Iteration 4Q (79111.710000 sec): 3 clusters
  Score: Raw -4753116.089798 + Penalty 3498.901231 = -4749617.188566
  nChanged 2375
		SP:Iteration 5F (79112.180000 sec): 3 clusters
  Score: Raw -4754384.694492 + Penalty 3498.901231 = -4750885.793261
  nChanged 2710
		SP:Iteration 6F (79112.660000 sec): 3 clusters
  Score: Raw -4756144.270628 + Penalty 3498.901231 = -4752645.369396
  nChanged 2945
		SP:Iteration 7F (79113.140000 sec): 3 clusters
  Score: Raw -4758296.403808 + Penalty 3498.901231 = -4754797.502577
  nChanged 2932
		SP:Iteration 8F (79113.610000 sec): 3 clusters
  Score: Raw -4760604.618075 + Penalty 3498.901231 = -4757105.716844
  nChanged 2689
		SP:Iteration 9F (79114.090000 sec): 3 clusters
  Score: Raw -4762781.787177 + Penalty 3498.901231 = -4759282.885946
  nChanged 2224
		SP:Iteration 10Q (79114.580000 sec): 3 clusters
  Score: Raw -4764479.773662 + Penalty 3498.901231 = -4760980.872430
  nChanged 1592
		SP:Iteration 11Q (79115.050000 sec): 3 clusters
  Score: Raw -4765563.649459 + Penalty 3498.901231 = -4762064.748228
  nChanged 1125
		SP:Iteration 12Q (79115.540000 sec): 3 clusters
  Score: Raw -4766200.880980 + Penalty 3498.901231 = -4762701.979748
  nChanged 767
		SP:Iteration 13Q (79116.030000 sec): 3 clusters
  Score: Raw -4766566.375554 + Penalty 3498.901231 = -4763067.474323
  nChanged 596
		SP:Iteration 14Q (79116.510000 sec): 3 clusters
  Score: Raw -4766821.677623 + Penalty 3498.901231 = -4763322.776391
  nChanged 499
		SP:Iteration 15Q (79116.980000 sec): 3 clusters
  Score: Raw -4767019.408990 + Penalty 3498.901231 = -4763520.507758
  nChanged 431
		SP:Iteration 16Q (79117.460000 sec): 3 clusters
  Score: Raw -4767185.682823 + Penalty 3498.901231 = -4763686.781592
  nChanged 363
		SP:Iteration 17Q (79117.930000 sec): 3 clusters
  Score: Raw -4767310.958648 + Penalty 3498.901231 = -4763812.057416
  nChanged 312
		SP:Iteration 18Q (79118.420000 sec): 3 clusters
  Score: Raw -4767423.710092 + Penalty 3498.901231 = -4763924.808861
  nChanged 291
		SP:Iteration 19Q (79118.920000 sec): 3 clusters
  Score: Raw -4767523.908750 + Penalty 3498.901231 = -4764025.007519
  nChanged 243
		SP:Iteration 20F (79119.420000 sec): 3 clusters
  Score: Raw -4767617.565870 + Penalty 3498.901231 = -4764118.664639
  nChanged 241
		SP:Iteration 21Q (79119.890000 sec): 3 clusters
  Score: Raw -4767702.856184 + Penalty 3498.901231 = -4764203.954953
  nChanged 237
		SP:Iteration 22Q (79120.360000 sec): 3 clusters
  Score: Raw -4767778.508805 + Penalty 3498.901231 = -4764279.607573
  nChanged 218
		SP:Iteration 23Q (79120.860000 sec): 3 clusters
  Score: Raw -4767849.367984 + Penalty 3498.901231 = -4764350.466753
  nChanged 208
		SP:Iteration 24Q (79121.330000 sec): 3 clusters
  Score: Raw -4767920.813966 + Penalty 3498.901231 = -4764421.912735
  nChanged 243
		SP:Iteration 25Q (79121.820000 sec): 3 clusters
  Score: Raw -4768008.130134 + Penalty 3498.901231 = -4764509.228902
  nChanged 257
		SP:Iteration 26Q (79122.320000 sec): 3 clusters
  Score: Raw -4768089.526412 + Penalty 3498.901231 = -4764590.625180
  nChanged 238
		SP:Iteration 27Q (79122.810000 sec): 3 clusters
  Score: Raw -4768164.636452 + Penalty 3498.901231 = -4764665.735221
  nChanged 214
		SP:Iteration 28Q (79123.280000 sec): 3 clusters
  Score: Raw -4768219.030138 + Penalty 3498.901231 = -4764720.128906
  nChanged 205
		SP:Iteration 29Q (79123.770000 sec): 3 clusters
  Score: Raw -4768272.940110 + Penalty 3498.901231 = -4764774.038879
  nChanged 197
		SP:Iteration 30Q (79124.270000 sec): 3 clusters
  Score: Raw -4768324.604780 + Penalty 3498.901231 = -4764825.703549
  nChanged 192
		SP:Iteration 31Q (79124.760000 sec): 3 clusters
  Score: Raw -4768372.924413 + Penalty 3498.901231 = -4764874.023182
  nChanged 180
		SP:Iteration 32Q (79125.230000 sec): 3 clusters
  Score: Raw -4768415.729032 + Penalty 3498.901231 = -4764916.827801
  nChanged 165
		SP:Iteration 33Q (79125.730000 sec): 3 clusters
  Score: Raw -4768455.007902 + Penalty 3498.901231 = -4764956.106671
  nChanged 159
		SP:Iteration 34Q (79126.220000 sec): 3 clusters
  Score: Raw -4768493.643479 + Penalty 3498.901231 = -4764994.742248
  nChanged 159
		SP:Iteration 35Q (79126.690000 sec): 3 clusters
  Score: Raw -4768527.346591 + Penalty 3498.901231 = -4765028.445360
  nChanged 160
		SP:Iteration 36Q (79127.190000 sec): 3 clusters
  Score: Raw -4768558.779890 + Penalty 3498.901231 = -4765059.878659
  nChanged 161
		SP:Iteration 37Q (79127.680000 sec): 3 clusters
  Score: Raw -4768588.533438 + Penalty 3498.901231 = -4765089.632207
  nChanged 163
		SP:Iteration 38Q (79128.180000 sec): 3 clusters
  Score: Raw -4768615.181479 + Penalty 3498.901231 = -4765116.280248
  nChanged 157
		SP:Iteration 39Q (79128.650000 sec): 3 clusters
  Score: Raw -4768639.190798 + Penalty 3498.901231 = -4765140.289567
  nChanged 138
		SP:Iteration 40F (79129.170000 sec): 3 clusters
  Score: Raw -4768673.805782 + Penalty 3498.901231 = -4765174.904551
  nChanged 131
		SP:Iteration 41Q (79129.640000 sec): 3 clusters
  Score: Raw -4768701.944910 + Penalty 3498.901231 = -4765203.043679
  nChanged 138
		SP:Iteration 42Q (79130.110000 sec): 3 clusters
  Score: Raw -4768730.484794 + Penalty 3498.901231 = -4765231.583563
  nChanged 135
		SP:Iteration 43Q (79130.600000 sec): 3 clusters
  Score: Raw -4768753.366195 + Penalty 3498.901231 = -4765254.464964
  nChanged 137
		SP:Iteration 44Q (79131.090000 sec): 3 clusters
  Score: Raw -4768772.547917 + Penalty 3498.901231 = -4765273.646685
  nChanged 131
		SP:Iteration 45Q (79131.570000 sec): 3 clusters
  Score: Raw -4768789.433396 + Penalty 3498.901231 = -4765290.532165
  nChanged 106
		SP:Iteration 46Q (79132.060000 sec): 3 clusters
  Score: Raw -4768802.110441 + Penalty 3498.901231 = -4765303.209209
  nChanged 92
		SP:Iteration 47Q (79132.540000 sec): 3 clusters
  Score: Raw -4768810.972039 + Penalty 3498.901231 = -4765312.070808
  nChanged 78
		SP:Iteration 48Q (79133.030000 sec): 3 clusters
  Score: Raw -4768818.318132 + Penalty 3498.901231 = -4765319.416900
  nChanged 79
		SP:Iteration 49Q (79133.500000 sec): 3 clusters
  Score: Raw -4768827.123593 + Penalty 3498.901231 = -4765328.222362
  nChanged 87
		SP:Iteration 50Q (79134.000000 sec): 3 clusters
  Score: Raw -4768836.980978 + Penalty 3498.901231 = -4765338.079747
  nChanged 91
		SP:Iteration 51Q (79134.470000 sec): 3 clusters
  Score: Raw -4768847.481300 + Penalty 3498.901231 = -4765348.580069
  nChanged 102
		SP:Iteration 52Q (79134.960000 sec): 3 clusters
  Score: Raw -4768858.983300 + Penalty 3498.901231 = -4765360.082069
  nChanged 102
		SP:Iteration 53Q (79135.460000 sec): 3 clusters
  Score: Raw -4768869.995861 + Penalty 3498.901231 = -4765371.094630
  nChanged 111
		SP:Iteration 54Q (79135.930000 sec): 3 clusters
  Score: Raw -4768882.784280 + Penalty 3498.901231 = -4765383.883048
  nChanged 105
		SP:Iteration 55Q (79136.420000 sec): 3 clusters
  Score: Raw -4768892.975666 + Penalty 3498.901231 = -4765394.074435
  nChanged 95
		SP:Iteration 56Q (79136.900000 sec): 3 clusters
  Score: Raw -4768902.467236 + Penalty 3498.901231 = -4765403.566005
  nChanged 101
		SP:Iteration 57Q (79137.390000 sec): 3 clusters
  Score: Raw -4768913.018153 + Penalty 3498.901231 = -4765414.116922
  nChanged 92
		SP:Iteration 58Q (79137.860000 sec): 3 clusters
  Score: Raw -4768922.574790 + Penalty 3498.901231 = -4765423.673559
  nChanged 96
		SP:Iteration 59Q (79138.360000 sec): 3 clusters
  Score: Raw -4768932.145242 + Penalty 3498.901231 = -4765433.244011
  nChanged 84
		SP:Iteration 60F (79138.860000 sec): 3 clusters
  Score: Raw -4768938.961282 + Penalty 3498.901231 = -4765440.060050
  nChanged 67
		SP:Iteration 61Q (79139.330000 sec): 3 clusters
  Score: Raw -4768944.137582 + Penalty 3498.901231 = -4765445.236351
  nChanged 62
		SP:Iteration 62Q (79139.810000 sec): 3 clusters
  Score: Raw -4768948.229656 + Penalty 3498.901231 = -4765449.328424
  nChanged 57
		SP:Iteration 63Q (79140.280000 sec): 3 clusters
  Score: Raw -4768952.029641 + Penalty 3498.901231 = -4765453.128410
  nChanged 53
		SP:Iteration 64Q (79140.780000 sec): 3 clusters
  Score: Raw -4768956.195166 + Penalty 3498.901231 = -4765457.293934
  nChanged 55
		SP:Iteration 65Q (79141.250000 sec): 3 clusters
  Score: Raw -4768960.284258 + Penalty 3498.901231 = -4765461.383027
  nChanged 44
		SP:Iteration 66Q (79141.720000 sec): 3 clusters
  Score: Raw -4768963.395008 + Penalty 3498.901231 = -4765464.493777
  nChanged 50
		SP:Iteration 67Q (79142.220000 sec): 3 clusters
  Score: Raw -4768966.873608 + Penalty 3498.901231 = -4765467.972377
  nChanged 45
		SP:Iteration 68Q (79142.700000 sec): 3 clusters
  Score: Raw -4768970.704460 + Penalty 3498.901231 = -4765471.803228
  nChanged 53
		SP:Iteration 69Q (79143.190000 sec): 3 clusters
  Score: Raw -4768976.046326 + Penalty 3498.901231 = -4765477.145095
  nChanged 51
		SP:Iteration 70Q (79143.670000 sec): 3 clusters
  Score: Raw -4768980.848899 + Penalty 3498.901231 = -4765481.947668
  nChanged 54
		SP:Iteration 71Q (79144.160000 sec): 3 clusters
  Score: Raw -4768986.074009 + Penalty 3498.901231 = -4765487.172777
  nChanged 47
		SP:Iteration 72Q (79144.630000 sec): 3 clusters
  Score: Raw -4768989.079906 + Penalty 3498.901231 = -4765490.178675
  nChanged 38
		SP:Iteration 73Q (79145.130000 sec): 3 clusters
  Score: Raw -4768991.225762 + Penalty 3498.901231 = -4765492.324531
  nChanged 37
		SP:Iteration 74Q (79145.600000 sec): 3 clusters
  Score: Raw -4768993.575833 + Penalty 3498.901231 = -4765494.674602
  nChanged 40
		SP:Iteration 75Q (79146.100000 sec): 3 clusters
  Score: Raw -4768995.816770 + Penalty 3498.901231 = -4765496.915539
  nChanged 32
		SP:Iteration 76Q (79146.580000 sec): 3 clusters
  Score: Raw -4768997.848916 + Penalty 3498.901231 = -4765498.947685
  nChanged 29
		SP:Iteration 77Q (79147.050000 sec): 3 clusters
  Score: Raw -4768999.642115 + Penalty 3498.901231 = -4765500.740884
  nChanged 36
		SP:Iteration 78Q (79147.520000 sec): 3 clusters
  Score: Raw -4769001.787583 + Penalty 3498.901231 = -4765502.886351
  nChanged 20
		SP:Iteration 79Q (79148.020000 sec): 3 clusters
  Score: Raw -4769003.121857 + Penalty 3498.901231 = -4765504.220626
  nChanged 21
		SP:Iteration 80F (79148.520000 sec): 3 clusters
  Score: Raw -4769004.083309 + Penalty 3498.901231 = -4765505.182078
  nChanged 18
		SP:Iteration 81Q (79149.000000 sec): 3 clusters
  Score: Raw -4769005.087530 + Penalty 3498.901231 = -4765506.186299
  nChanged 26
		SP:Iteration 82Q (79149.480000 sec): 3 clusters
  Score: Raw -4769006.346257 + Penalty 3498.901231 = -4765507.445026
  nChanged 24
		SP:Iteration 83Q (79149.960000 sec): 3 clusters
  Score: Raw -4769008.003495 + Penalty 3498.901231 = -4765509.102263
  nChanged 24
		SP:Iteration 84Q (79150.430000 sec): 3 clusters
  Score: Raw -4769009.291975 + Penalty 3498.901231 = -4765510.390744
  nChanged 30
		SP:Iteration 85Q (79150.900000 sec): 3 clusters
  Score: Raw -4769010.874859 + Penalty 3498.901231 = -4765511.973628
  nChanged 30
		SP:Iteration 86Q (79151.410000 sec): 3 clusters
  Score: Raw -4769012.513483 + Penalty 3498.901231 = -4765513.612252
  nChanged 24
		SP:Iteration 87Q (79151.880000 sec): 3 clusters
  Score: Raw -4769013.971605 + Penalty 3498.901231 = -4765515.070373
  nChanged 28
		SP:Iteration 88Q (79152.360000 sec): 3 clusters
  Score: Raw -4769015.421385 + Penalty 3498.901231 = -4765516.520154
  nChanged 25
		SP:Iteration 89Q (79152.840000 sec): 3 clusters
  Score: Raw -4769016.637719 + Penalty 3498.901231 = -4765517.736488
  nChanged 21
		SP:Iteration 90Q (79153.310000 sec): 3 clusters
  Score: Raw -4769017.581690 + Penalty 3498.901231 = -4765518.680459
  nChanged 17
		SP:Iteration 91Q (79153.810000 sec): 3 clusters
  Score: Raw -4769018.433167 + Penalty 3498.901231 = -4765519.531936
  nChanged 15
		SP:Iteration 92Q (79154.290000 sec): 3 clusters
  Score: Raw -4769019.289275 + Penalty 3498.901231 = -4765520.388044
  nChanged 21
		SP:Iteration 93Q (79154.760000 sec): 3 clusters
  Score: Raw -4769020.099433 + Penalty 3498.901231 = -4765521.198202
  nChanged 17
		SP:Iteration 94Q (79155.240000 sec): 3 clusters
  Score: Raw -4769020.702100 + Penalty 3498.901231 = -4765521.800869
  nChanged 14
		SP:Iteration 95Q (79155.740000 sec): 3 clusters
  Score: Raw -4769021.135469 + Penalty 3498.901231 = -4765522.234237
  nChanged 11
		SP:Iteration 96Q (79156.220000 sec): 3 clusters
  Score: Raw -4769021.606979 + Penalty 3498.901231 = -4765522.705748
  nChanged 14
		SP:Iteration 97Q (79156.690000 sec): 3 clusters
  Score: Raw -4769022.460420 + Penalty 3498.901231 = -4765523.559189
  nChanged 18
		SP:Iteration 98Q (79157.160000 sec): 3 clusters
  Score: Raw -4769023.549294 + Penalty 3498.901231 = -4765524.648063
  nChanged 19
		SP:Iteration 99Q (79157.640000 sec): 3 clusters
  Score: Raw -4769024.450003 + Penalty 3498.901231 = -4765525.548772
  nChanged 18
		SP:Iteration 100F (79158.140000 sec): 3 clusters
  Score: Raw -4769025.362216 + Penalty 3498.901231 = -4765526.460985
  nChanged 23
		SP:Iteration 101Q (79158.620000 sec): 3 clusters
  Score: Raw -4769026.556445 + Penalty 3498.901231 = -4765527.655214
  nChanged 20
		SP:Iteration 102Q (79159.100000 sec): 3 clusters
  Score: Raw -4769027.786696 + Penalty 3498.901231 = -4765528.885465
  nChanged 23
		SP:Iteration 103Q (79159.570000 sec): 3 clusters
  Score: Raw -4769029.012950 + Penalty 3498.901231 = -4765530.111718
  nChanged 24
		SP:Iteration 104Q (79160.040000 sec): 3 clusters
  Score: Raw -4769030.554037 + Penalty 3498.901231 = -4765531.652806
  nChanged 30
		SP:Iteration 105Q (79160.550000 sec): 3 clusters
  Score: Raw -4769032.470196 + Penalty 3498.901231 = -4765533.568965
  nChanged 27
		SP:Iteration 106Q (79161.020000 sec): 3 clusters
  Score: Raw -4769034.250233 + Penalty 3498.901231 = -4765535.349002
  nChanged 32
		SP:Iteration 107Q (79161.500000 sec): 3 clusters
  Score: Raw -4769036.342668 + Penalty 3498.901231 = -4765537.441437
  nChanged 38
		SP:Iteration 108Q (79161.980000 sec): 3 clusters
  Score: Raw -4769038.124226 + Penalty 3498.901231 = -4765539.222994
  nChanged 29
		SP:Iteration 109Q (79162.460000 sec): 3 clusters
  Score: Raw -4769039.435701 + Penalty 3498.901231 = -4765540.534470
  nChanged 27
		SP:Iteration 110Q (79162.960000 sec): 3 clusters
  Score: Raw -4769040.812594 + Penalty 3498.901231 = -4765541.911362
  nChanged 27
		SP:Iteration 111Q (79163.430000 sec): 3 clusters
  Score: Raw -4769041.961062 + Penalty 3498.901231 = -4765543.059830
  nChanged 26
		SP:Iteration 112Q (79163.910000 sec): 3 clusters
  Score: Raw -4769043.166096 + Penalty 3498.901231 = -4765544.264864
  nChanged 26
		SP:Iteration 113Q (79164.390000 sec): 3 clusters
  Score: Raw -4769044.326679 + Penalty 3498.901231 = -4765545.425448
  nChanged 19
		SP:Iteration 114Q (79164.890000 sec): 3 clusters
  Score: Raw -4769045.076591 + Penalty 3498.901231 = -4765546.175359
  nChanged 21
		SP:Iteration 115Q (79165.370000 sec): 3 clusters
  Score: Raw -4769045.933729 + Penalty 3498.901231 = -4765547.032498
  nChanged 20
		SP:Iteration 116Q (79165.850000 sec): 3 clusters
  Score: Raw -4769046.805248 + Penalty 3498.901231 = -4765547.904017
  nChanged 12
		SP:Iteration 117Q (79166.320000 sec): 3 clusters
  Score: Raw -4769047.294882 + Penalty 3498.901231 = -4765548.393651
  nChanged 11
		SP:Iteration 118Q (79166.820000 sec): 3 clusters
  Score: Raw -4769047.703481 + Penalty 3498.901231 = -4765548.802250
  nChanged 10
		SP:Iteration 119Q (79167.300000 sec): 3 clusters
  Score: Raw -4769047.974429 + Penalty 3498.901231 = -4765549.073198
  nChanged 8
		SP:Iteration 120F (79167.800000 sec): 3 clusters
  Score: Raw -4769048.109326 + Penalty 3498.901231 = -4765549.208095
  nChanged 4
		SP:Iteration 121Q (79168.280000 sec): 3 clusters
  Score: Raw -4769048.234037 + Penalty 3498.901231 = -4765549.332806
  nChanged 2
		SP:Iteration 122Q (79168.760000 sec): 3 clusters
  Score: Raw -4769048.296783 + Penalty 3498.901231 = -4765549.395551
  nChanged 3
		SP:Iteration 123Q (79169.240000 sec): 3 clusters
  Score: Raw -4769048.372587 + Penalty 3498.901231 = -4765549.471356
  nChanged 1
		SP:Iteration 124Q (79169.720000 sec): 3 clusters
  Score: Raw -4769048.408091 + Penalty 3498.901231 = -4765549.506860
  nChanged 2
		SP:Iteration 125Q (79170.200000 sec): 3 clusters
  Score: Raw -4769048.480019 + Penalty 3498.901231 = -4765549.578787
  nChanged 1
		SP:Iteration 126Q (79170.670000 sec): 3 clusters
  Score: Raw -4769048.553769 + Penalty 3498.901231 = -4765549.652538
  nChanged 4
		SP:Iteration 127Q (79171.150000 sec): 3 clusters
  Score: Raw -4769048.648731 + Penalty 3498.901231 = -4765549.747499
  nChanged 2
		SP:Iteration 128Q (79171.630000 sec): 3 clusters
  Score: Raw -4769048.688554 + Penalty 3498.901231 = -4765549.787323
  nChanged 0
		SP:Iteration 129F (79172.130000 sec): 3 clusters
  Score: Raw -4769048.688554 + Penalty 3498.901231 = -4765549.787323
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (12615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79172.270000 sec): 2 clusters
  Score: Raw -1233764.876239 + Penalty 1534.429302 = -1232230.446937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79172.470000 sec): 3 clusters
  Score: Raw -1226441.005987 + Penalty 3068.858605 = -1223372.147382
  nChanged 5596
		SP:Iteration 1F (79172.670000 sec): 3 clusters
  Score: Raw -1229654.969343 + Penalty 3068.858605 = -1226586.110738
  nChanged 906
		SP:Iteration 2F (79172.850000 sec): 3 clusters
  Score: Raw -1230094.425925 + Penalty 3068.858605 = -1227025.567320
  nChanged 759
		SP:Iteration 3F (79173.030000 sec): 3 clusters
  Score: Raw -1230478.011662 + Penalty 3068.858605 = -1227409.153057
  nChanged 681
		SP:Iteration 4F (79173.230000 sec): 3 clusters
  Score: Raw -1230848.781251 + Penalty 3068.858605 = -1227779.922646
  nChanged 636
		SP:Iteration 5F (79173.420000 sec): 3 clusters
  Score: Raw -1231190.994176 + Penalty 3068.858605 = -1228122.135571
  nChanged 611
		SP:Iteration 6Q (79173.610000 sec): 3 clusters
  Score: Raw -1231553.007178 + Penalty 3068.858605 = -1228484.148573
  nChanged 585
		SP:Iteration 7Q (79173.790000 sec): 3 clusters
  Score: Raw -1231903.829221 + Penalty 3068.858605 = -1228834.970616
  nChanged 606
		SP:Iteration 8Q (79174.010000 sec): 3 clusters
  Score: Raw -1232266.831592 + Penalty 3068.858605 = -1229197.972987
  nChanged 583
		SP:Iteration 9Q (79174.200000 sec): 3 clusters
  Score: Raw -1232638.138524 + Penalty 3068.858605 = -1229569.279919
  nChanged 518
		SP:Iteration 10Q (79174.390000 sec): 3 clusters
  Score: Raw -1232962.241520 + Penalty 3068.858605 = -1229893.382915
  nChanged 473
		SP:Iteration 11Q (79174.570000 sec): 3 clusters
  Score: Raw -1233261.211217 + Penalty 3068.858605 = -1230192.352612
  nChanged 456
		SP:Iteration 12Q (79174.780000 sec): 3 clusters
  Score: Raw -1233541.103513 + Penalty 3068.858605 = -1230472.244909
  nChanged 412
		SP:Iteration 13Q (79174.970000 sec): 3 clusters
  Score: Raw -1233789.216049 + Penalty 3068.858605 = -1230720.357444
  nChanged 350
		SP:Iteration 14Q (79175.140000 sec): 3 clusters
  Score: Raw -1233990.932586 + Penalty 3068.858605 = -1230922.073981
  nChanged 300
		SP:Iteration 15Q (79175.330000 sec): 3 clusters
  Score: Raw -1234159.037018 + Penalty 3068.858605 = -1231090.178413
  nChanged 237
		SP:Iteration 16Q (79175.520000 sec): 3 clusters
  Score: Raw -1234295.131302 + Penalty 3068.858605 = -1231226.272697
  nChanged 191
		SP:Iteration 17Q (79175.690000 sec): 3 clusters
  Score: Raw -1234408.092844 + Penalty 3068.858605 = -1231339.234239
  nChanged 164
		SP:Iteration 18Q (79175.890000 sec): 3 clusters
  Score: Raw -1234486.309399 + Penalty 3068.858605 = -1231417.450795
  nChanged 139
		SP:Iteration 19Q (79176.070000 sec): 3 clusters
  Score: Raw -1234555.094444 + Penalty 3068.858605 = -1231486.235839
  nChanged 103
		SP:Iteration 20F (79176.260000 sec): 3 clusters
  Score: Raw -1234604.865348 + Penalty 3068.858605 = -1231536.006743
  nChanged 86
		SP:Iteration 21Q (79176.430000 sec): 3 clusters
  Score: Raw -1234651.546348 + Penalty 3068.858605 = -1231582.687743
  nChanged 75
		SP:Iteration 22Q (79176.620000 sec): 3 clusters
  Score: Raw -1234690.843691 + Penalty 3068.858605 = -1231621.985086
  nChanged 65
		SP:Iteration 23Q (79176.800000 sec): 3 clusters
  Score: Raw -1234729.407011 + Penalty 3068.858605 = -1231660.548406
  nChanged 58
		SP:Iteration 24Q (79177.000000 sec): 3 clusters
  Score: Raw -1234754.124061 + Penalty 3068.858605 = -1231685.265456
  nChanged 49
		SP:Iteration 25Q (79177.180000 sec): 3 clusters
  Score: Raw -1234786.009715 + Penalty 3068.858605 = -1231717.151110
  nChanged 48
		SP:Iteration 26Q (79177.360000 sec): 3 clusters
  Score: Raw -1234822.362856 + Penalty 3068.858605 = -1231753.504251
  nChanged 38
		SP:Iteration 27Q (79177.560000 sec): 3 clusters
  Score: Raw -1234839.818302 + Penalty 3068.858605 = -1231770.959698
  nChanged 29
		SP:Iteration 28Q (79177.740000 sec): 3 clusters
  Score: Raw -1234854.736544 + Penalty 3068.858605 = -1231785.877939
  nChanged 31
		SP:Iteration 29Q (79177.920000 sec): 3 clusters
  Score: Raw -1234870.079423 + Penalty 3068.858605 = -1231801.220819
  nChanged 20
		SP:Iteration 30Q (79178.090000 sec): 3 clusters
  Score: Raw -1234876.764790 + Penalty 3068.858605 = -1231807.906185
  nChanged 11
		SP:Iteration 31Q (79178.280000 sec): 3 clusters
  Score: Raw -1234882.100116 + Penalty 3068.858605 = -1231813.241512
  nChanged 11
		SP:Iteration 32Q (79178.460000 sec): 3 clusters
  Score: Raw -1234886.272425 + Penalty 3068.858605 = -1231817.413820
  nChanged 11
		SP:Iteration 33Q (79178.660000 sec): 3 clusters
  Score: Raw -1234891.646869 + Penalty 3068.858605 = -1231822.788264
  nChanged 12
		SP:Iteration 34Q (79178.840000 sec): 3 clusters
  Score: Raw -1234897.024670 + Penalty 3068.858605 = -1231828.166065
  nChanged 10
		SP:Iteration 35Q (79179.010000 sec): 3 clusters
  Score: Raw -1234900.916372 + Penalty 3068.858605 = -1231832.057767
  nChanged 6
		SP:Iteration 36Q (79179.220000 sec): 3 clusters
  Score: Raw -1234904.713310 + Penalty 3068.858605 = -1231835.854706
  nChanged 9
		SP:Iteration 37Q (79179.390000 sec): 3 clusters
  Score: Raw -1234909.309533 + Penalty 3068.858605 = -1231840.450929
  nChanged 11
		SP:Iteration 38Q (79179.560000 sec): 3 clusters
  Score: Raw -1234913.746096 + Penalty 3068.858605 = -1231844.887491
  nChanged 6
		SP:Iteration 39Q (79179.740000 sec): 3 clusters
  Score: Raw -1234915.623356 + Penalty 3068.858605 = -1231846.764751
  nChanged 5
		SP:Iteration 40F (79179.930000 sec): 3 clusters
  Score: Raw -1234917.250341 + Penalty 3068.858605 = -1231848.391737
  nChanged 4
		SP:Iteration 41Q (79180.110000 sec): 3 clusters
  Score: Raw -1234918.990624 + Penalty 3068.858605 = -1231850.132019
  nChanged 5
		SP:Iteration 42Q (79180.310000 sec): 3 clusters
  Score: Raw -1234920.737062 + Penalty 3068.858605 = -1231851.878457
  nChanged 4
		SP:Iteration 43Q (79180.490000 sec): 3 clusters
  Score: Raw -1234921.798805 + Penalty 3068.858605 = -1231852.940200
  nChanged 1
		SP:Iteration 44Q (79180.670000 sec): 3 clusters
  Score: Raw -1234921.922457 + Penalty 3068.858605 = -1231853.063852
  nChanged 0
		SP:Iteration 45F (79180.860000 sec): 3 clusters
  Score: Raw -1234921.922457 + Penalty 3068.858605 = -1231853.063852
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79180.970000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79181.090000 sec): 3 clusters
  Score: Raw -621229.890998 + Penalty 2855.101478 = -618374.789520
  nChanged 2758
		SP:Iteration 1F (79181.200000 sec): 3 clusters
  Score: Raw -622661.479433 + Penalty 2855.101478 = -619806.377955
  nChanged 481
		SP:Iteration 2F (79181.300000 sec): 3 clusters
  Score: Raw -622920.375385 + Penalty 2855.101478 = -620065.273906
  nChanged 386
		SP:Iteration 3F (79181.410000 sec): 3 clusters
  Score: Raw -623122.733087 + Penalty 2855.101478 = -620267.631608
  nChanged 326
		SP:Iteration 4Q (79181.520000 sec): 3 clusters
  Score: Raw -623281.730558 + Penalty 2855.101478 = -620426.629079
  nChanged 265
		SP:Iteration 5Q (79181.630000 sec): 3 clusters
  Score: Raw -623408.130874 + Penalty 2855.101478 = -620553.029395
  nChanged 233
		SP:Iteration 6Q (79181.740000 sec): 3 clusters
  Score: Raw -623527.479078 + Penalty 2855.101478 = -620672.377600
  nChanged 221
		SP:Iteration 7Q (79181.860000 sec): 3 clusters
  Score: Raw -623645.854508 + Penalty 2855.101478 = -620790.753029
  nChanged 217
		SP:Iteration 8Q (79181.970000 sec): 3 clusters
  Score: Raw -623767.420026 + Penalty 2855.101478 = -620912.318548
  nChanged 249
		SP:Iteration 9Q (79182.090000 sec): 3 clusters
  Score: Raw -623914.897439 + Penalty 2855.101478 = -621059.795960
  nChanged 250
		SP:Iteration 10Q (79182.200000 sec): 3 clusters
  Score: Raw -624058.394962 + Penalty 2855.101478 = -621203.293484
  nChanged 226
		SP:Iteration 11Q (79182.310000 sec): 3 clusters
  Score: Raw -624171.272172 + Penalty 2855.101478 = -621316.170694
  nChanged 165
		SP:Iteration 12Q (79182.420000 sec): 3 clusters
  Score: Raw -624261.522968 + Penalty 2855.101478 = -621406.421489
  nChanged 162
		SP:Iteration 13Q (79182.530000 sec): 3 clusters
  Score: Raw -624340.775258 + Penalty 2855.101478 = -621485.673780
  nChanged 131
		SP:Iteration 14Q (79182.640000 sec): 3 clusters
  Score: Raw -624400.843185 + Penalty 2855.101478 = -621545.741706
  nChanged 118
		SP:Iteration 15Q (79182.750000 sec): 3 clusters
  Score: Raw -624450.919022 + Penalty 2855.101478 = -621595.817543
  nChanged 98
		SP:Iteration 16Q (79182.850000 sec): 3 clusters
  Score: Raw -624486.593820 + Penalty 2855.101478 = -621631.492341
  nChanged 87
		SP:Iteration 17Q (79182.960000 sec): 3 clusters
  Score: Raw -624516.486247 + Penalty 2855.101478 = -621661.384769
  nChanged 66
		SP:Iteration 18Q (79183.070000 sec): 3 clusters
  Score: Raw -624537.130490 + Penalty 2855.101478 = -621682.029012
  nChanged 52
		SP:Iteration 19Q (79183.180000 sec): 3 clusters
  Score: Raw -624553.244835 + Penalty 2855.101478 = -621698.143356
  nChanged 52
		SP:Iteration 20F (79183.290000 sec): 3 clusters
  Score: Raw -624568.636969 + Penalty 2855.101478 = -621713.535490
  nChanged 57
		SP:Iteration 21Q (79183.400000 sec): 3 clusters
  Score: Raw -624584.119151 + Penalty 2855.101478 = -621729.017672
  nChanged 50
		SP:Iteration 22Q (79183.500000 sec): 3 clusters
  Score: Raw -624595.289614 + Penalty 2855.101478 = -621740.188136
  nChanged 32
		SP:Iteration 23Q (79183.610000 sec): 3 clusters
  Score: Raw -624604.477887 + Penalty 2855.101478 = -621749.376409
  nChanged 32
		SP:Iteration 24Q (79183.720000 sec): 3 clusters
  Score: Raw -624615.103126 + Penalty 2855.101478 = -621760.001648
  nChanged 44
		SP:Iteration 25Q (79183.830000 sec): 3 clusters
  Score: Raw -624629.024998 + Penalty 2855.101478 = -621773.923520
  nChanged 41
		SP:Iteration 26Q (79183.930000 sec): 3 clusters
  Score: Raw -624639.653517 + Penalty 2855.101478 = -621784.552039
  nChanged 28
		SP:Iteration 27Q (79184.040000 sec): 3 clusters
  Score: Raw -624645.945022 + Penalty 2855.101478 = -621790.843543
  nChanged 25
		SP:Iteration 28Q (79184.150000 sec): 3 clusters
  Score: Raw -624653.354173 + Penalty 2855.101478 = -621798.252695
  nChanged 34
		SP:Iteration 29Q (79184.260000 sec): 3 clusters
  Score: Raw -624661.906827 + Penalty 2855.101478 = -621806.805348
  nChanged 20
		SP:Iteration 30Q (79184.360000 sec): 3 clusters
  Score: Raw -624667.162313 + Penalty 2855.101478 = -621812.060835
  nChanged 24
		SP:Iteration 31Q (79184.470000 sec): 3 clusters
  Score: Raw -624672.310433 + Penalty 2855.101478 = -621817.208955
  nChanged 16
		SP:Iteration 32Q (79184.580000 sec): 3 clusters
  Score: Raw -624675.913391 + Penalty 2855.101478 = -621820.811913
  nChanged 18
		SP:Iteration 33Q (79184.680000 sec): 3 clusters
  Score: Raw -624678.889109 + Penalty 2855.101478 = -621823.787630
  nChanged 14
		SP:Iteration 34Q (79184.790000 sec): 3 clusters
  Score: Raw -624681.968051 + Penalty 2855.101478 = -621826.866572
  nChanged 15
		SP:Iteration 35Q (79184.900000 sec): 3 clusters
  Score: Raw -624685.162499 + Penalty 2855.101478 = -621830.061021
  nChanged 19
		SP:Iteration 36Q (79185.010000 sec): 3 clusters
  Score: Raw -624690.949442 + Penalty 2855.101478 = -621835.847964
  nChanged 19
		SP:Iteration 37Q (79185.110000 sec): 3 clusters
  Score: Raw -624694.995723 + Penalty 2855.101478 = -621839.894245
  nChanged 17
		SP:Iteration 38Q (79185.220000 sec): 3 clusters
  Score: Raw -624698.175322 + Penalty 2855.101478 = -621843.073843
  nChanged 18
		SP:Iteration 39Q (79185.320000 sec): 3 clusters
  Score: Raw -624701.523688 + Penalty 2855.101478 = -621846.422210
  nChanged 13
		SP:Iteration 40F (79185.430000 sec): 3 clusters
  Score: Raw -624703.385591 + Penalty 2855.101478 = -621848.284113
  nChanged 6
		SP:Iteration 41Q (79185.540000 sec): 3 clusters
  Score: Raw -624704.800382 + Penalty 2855.101478 = -621849.698904
  nChanged 9
		SP:Iteration 42Q (79185.650000 sec): 3 clusters
  Score: Raw -624707.404269 + Penalty 2855.101478 = -621852.302790
  nChanged 13
		SP:Iteration 43Q (79185.760000 sec): 3 clusters
  Score: Raw -624711.175264 + Penalty 2855.101478 = -621856.073785
  nChanged 13
		SP:Iteration 44Q (79185.870000 sec): 3 clusters
  Score: Raw -624714.197858 + Penalty 2855.101478 = -621859.096379
  nChanged 13
		SP:Iteration 45Q (79185.970000 sec): 3 clusters
  Score: Raw -624717.750714 + Penalty 2855.101478 = -621862.649236
  nChanged 13
		SP:Iteration 46Q (79186.080000 sec): 3 clusters
  Score: Raw -624721.579346 + Penalty 2855.101478 = -621866.477867
  nChanged 11
		SP:Iteration 47Q (79186.190000 sec): 3 clusters
  Score: Raw -624725.017667 + Penalty 2855.101478 = -621869.916188
  nChanged 16
		SP:Iteration 48Q (79186.290000 sec): 3 clusters
  Score: Raw -624729.206500 + Penalty 2855.101478 = -621874.105021
  nChanged 12
		SP:Iteration 49Q (79186.400000 sec): 3 clusters
  Score: Raw -624731.471494 + Penalty 2855.101478 = -621876.370015
  nChanged 11
		SP:Iteration 50Q (79186.510000 sec): 3 clusters
  Score: Raw -624733.808938 + Penalty 2855.101478 = -621878.707459
  nChanged 11
		SP:Iteration 51Q (79186.610000 sec): 3 clusters
  Score: Raw -624736.527776 + Penalty 2855.101478 = -621881.426297
  nChanged 12
		SP:Iteration 52Q (79186.720000 sec): 3 clusters
  Score: Raw -624738.655937 + Penalty 2855.101478 = -621883.554458
  nChanged 7
		SP:Iteration 53Q (79186.830000 sec): 3 clusters
  Score: Raw -624739.686487 + Penalty 2855.101478 = -621884.585008
  nChanged 9
		SP:Iteration 54Q (79186.930000 sec): 3 clusters
  Score: Raw -624741.279327 + Penalty 2855.101478 = -621886.177849
  nChanged 8
		SP:Iteration 55Q (79187.040000 sec): 3 clusters
  Score: Raw -624742.747808 + Penalty 2855.101478 = -621887.646329
  nChanged 11
		SP:Iteration 56Q (79187.140000 sec): 3 clusters
  Score: Raw -624746.628272 + Penalty 2855.101478 = -621891.526793
  nChanged 11
		SP:Iteration 57Q (79187.250000 sec): 3 clusters
  Score: Raw -624750.192749 + Penalty 2855.101478 = -621895.091270
  nChanged 17
		SP:Iteration 58Q (79187.350000 sec): 3 clusters
  Score: Raw -624755.373702 + Penalty 2855.101478 = -621900.272224
  nChanged 13
		SP:Iteration 59Q (79187.460000 sec): 3 clusters
  Score: Raw -624760.059253 + Penalty 2855.101478 = -621904.957775
  nChanged 13
		SP:Iteration 60F (79187.570000 sec): 3 clusters
  Score: Raw -624762.751813 + Penalty 2855.101478 = -621907.650334
  nChanged 12
		SP:Iteration 61Q (79187.670000 sec): 3 clusters
  Score: Raw -624765.133882 + Penalty 2855.101478 = -621910.032403
  nChanged 10
		SP:Iteration 62Q (79187.780000 sec): 3 clusters
  Score: Raw -624767.724704 + Penalty 2855.101478 = -621912.623225
  nChanged 11
		SP:Iteration 63Q (79187.890000 sec): 3 clusters
  Score: Raw -624769.994554 + Penalty 2855.101478 = -621914.893076
  nChanged 9
		SP:Iteration 64Q (79187.990000 sec): 3 clusters
  Score: Raw -624771.587938 + Penalty 2855.101478 = -621916.486460
  nChanged 8
		SP:Iteration 65Q (79188.100000 sec): 3 clusters
  Score: Raw -624772.766215 + Penalty 2855.101478 = -621917.664737
  nChanged 5
		SP:Iteration 66Q (79188.200000 sec): 3 clusters
  Score: Raw -624773.845876 + Penalty 2855.101478 = -621918.744397
  nChanged 3
		SP:Iteration 67Q (79188.310000 sec): 3 clusters
  Score: Raw -624774.423881 + Penalty 2855.101478 = -621919.322402
  nChanged 4
		SP:Iteration 68Q (79188.410000 sec): 3 clusters
  Score: Raw -624775.301419 + Penalty 2855.101478 = -621920.199941
  nChanged 4
		SP:Iteration 69Q (79188.520000 sec): 3 clusters
  Score: Raw -624776.196528 + Penalty 2855.101478 = -621921.095050
  nChanged 4
		SP:Iteration 70Q (79188.630000 sec): 3 clusters
  Score: Raw -624777.300691 + Penalty 2855.101478 = -621922.199213
  nChanged 2
		SP:Iteration 71Q (79188.740000 sec): 3 clusters
  Score: Raw -624777.614350 + Penalty 2855.101478 = -621922.512871
  nChanged 3
		SP:Iteration 72Q (79188.850000 sec): 3 clusters
  Score: Raw -624778.540222 + Penalty 2855.101478 = -621923.438744
  nChanged 6
		SP:Iteration 73Q (79188.960000 sec): 3 clusters
  Score: Raw -624780.064433 + Penalty 2855.101478 = -621924.962954
  nChanged 7
		SP:Iteration 74Q (79189.070000 sec): 3 clusters
  Score: Raw -624781.005370 + Penalty 2855.101478 = -621925.903891
  nChanged 3
		SP:Iteration 75Q (79189.170000 sec): 3 clusters
  Score: Raw -624781.398805 + Penalty 2855.101478 = -621926.297327
  nChanged 1
		SP:Iteration 76Q (79189.270000 sec): 3 clusters
  Score: Raw -624781.465628 + Penalty 2855.101478 = -621926.364150
  nChanged 1
		SP:Iteration 77Q (79189.380000 sec): 3 clusters
  Score: Raw -624781.568634 + Penalty 2855.101478 = -621926.467156
  nChanged 1
		SP:Iteration 78Q (79189.490000 sec): 3 clusters
  Score: Raw -624781.856613 + Penalty 2855.101478 = -621926.755135
  nChanged 3
		SP:Iteration 79Q (79189.590000 sec): 3 clusters
  Score: Raw -624782.242236 + Penalty 2855.101478 = -621927.140757
  nChanged 2
		SP:Iteration 80F (79189.700000 sec): 3 clusters
  Score: Raw -624782.549896 + Penalty 2855.101478 = -621927.448418
  nChanged 1
		SP:Iteration 81Q (79189.810000 sec): 3 clusters
  Score: Raw -624782.606101 + Penalty 2855.101478 = -621927.504623
  nChanged 0
		SP:Iteration 82F (79189.910000 sec): 3 clusters
  Score: Raw -624782.606101 + Penalty 2855.101478 = -621927.504623
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79189.990000 sec): 2 clusters
  Score: Raw -339315.428003 + Penalty 1308.342902 = -338007.085101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79190.050000 sec): 3 clusters
  Score: Raw -337778.353497 + Penalty 2616.685803 = -335161.667693
  nChanged 1224
		SP:Iteration 1F (79190.110000 sec): 3 clusters
  Score: Raw -338452.545346 + Penalty 2616.685803 = -335835.859543
  nChanged 222
		SP:Iteration 2F (79190.180000 sec): 3 clusters
  Score: Raw -338588.789861 + Penalty 2616.685803 = -335972.104058
  nChanged 145
		SP:Iteration 3Q (79190.240000 sec): 3 clusters
  Score: Raw -338669.279460 + Penalty 2616.685803 = -336052.593657
  nChanged 118
		SP:Iteration 4Q (79190.300000 sec): 3 clusters
  Score: Raw -338732.149897 + Penalty 2616.685803 = -336115.464094
  nChanged 90
		SP:Iteration 5Q (79190.360000 sec): 3 clusters
  Score: Raw -338773.539181 + Penalty 2616.685803 = -336156.853378
  nChanged 71
		SP:Iteration 6Q (79190.420000 sec): 3 clusters
  Score: Raw -338803.900145 + Penalty 2616.685803 = -336187.214342
  nChanged 62
		SP:Iteration 7Q (79190.480000 sec): 3 clusters
  Score: Raw -338832.089624 + Penalty 2616.685803 = -336215.403820
  nChanged 65
		SP:Iteration 8Q (79190.540000 sec): 3 clusters
  Score: Raw -338863.976725 + Penalty 2616.685803 = -336247.290921
  nChanged 61
		SP:Iteration 9Q (79190.600000 sec): 3 clusters
  Score: Raw -338894.242662 + Penalty 2616.685803 = -336277.556859
  nChanged 56
		SP:Iteration 10Q (79190.660000 sec): 3 clusters
  Score: Raw -338916.652612 + Penalty 2616.685803 = -336299.966809
  nChanged 52
		SP:Iteration 11Q (79190.720000 sec): 3 clusters
  Score: Raw -338939.567370 + Penalty 2616.685803 = -336322.881567
  nChanged 69
		SP:Iteration 12Q (79190.780000 sec): 3 clusters
  Score: Raw -338969.296086 + Penalty 2616.685803 = -336352.610282
  nChanged 82
		SP:Iteration 13Q (79190.840000 sec): 3 clusters
  Score: Raw -339009.286709 + Penalty 2616.685803 = -336392.600906
  nChanged 82
		SP:Iteration 14Q (79190.900000 sec): 3 clusters
  Score: Raw -339055.733228 + Penalty 2616.685803 = -336439.047425
  nChanged 99
		SP:Iteration 15Q (79190.960000 sec): 3 clusters
  Score: Raw -339117.992338 + Penalty 2616.685803 = -336501.306534
  nChanged 114
		SP:Iteration 16Q (79191.020000 sec): 3 clusters
  Score: Raw -339192.806306 + Penalty 2616.685803 = -336576.120503
  nChanged 116
		SP:Iteration 17Q (79191.080000 sec): 3 clusters
  Score: Raw -339267.674795 + Penalty 2616.685803 = -336650.988992
  nChanged 91
		SP:Iteration 18Q (79191.140000 sec): 3 clusters
  Score: Raw -339326.522078 + Penalty 2616.685803 = -336709.836275
  nChanged 84
		SP:Iteration 19Q (79191.200000 sec): 3 clusters
  Score: Raw -339392.593153 + Penalty 2616.685803 = -336775.907349
  nChanged 88
		SP:Iteration 20F (79191.260000 sec): 3 clusters
  Score: Raw -339460.626297 + Penalty 2616.685803 = -336843.940494
  nChanged 55
		SP:Iteration 21Q (79191.320000 sec): 3 clusters
  Score: Raw -339503.639593 + Penalty 2616.685803 = -336886.953790
  nChanged 43
		SP:Iteration 22Q (79191.380000 sec): 3 clusters
  Score: Raw -339535.693943 + Penalty 2616.685803 = -336919.008139
  nChanged 29
		SP:Iteration 23Q (79191.440000 sec): 3 clusters
  Score: Raw -339559.959760 + Penalty 2616.685803 = -336943.273957
  nChanged 22
		SP:Iteration 24Q (79191.500000 sec): 3 clusters
  Score: Raw -339581.575975 + Penalty 2616.685803 = -336964.890172
  nChanged 25
		SP:Iteration 25Q (79191.560000 sec): 3 clusters
  Score: Raw -339599.611455 + Penalty 2616.685803 = -336982.925652
  nChanged 20
		SP:Iteration 26Q (79191.610000 sec): 3 clusters
  Score: Raw -339618.268254 + Penalty 2616.685803 = -337001.582450
  nChanged 25
		SP:Iteration 27Q (79191.670000 sec): 3 clusters
  Score: Raw -339642.254214 + Penalty 2616.685803 = -337025.568410
  nChanged 21
		SP:Iteration 28Q (79191.730000 sec): 3 clusters
  Score: Raw -339661.958672 + Penalty 2616.685803 = -337045.272869
  nChanged 15
		SP:Iteration 29Q (79191.790000 sec): 3 clusters
  Score: Raw -339677.710228 + Penalty 2616.685803 = -337061.024425
  nChanged 20
		SP:Iteration 30Q (79191.850000 sec): 3 clusters
  Score: Raw -339697.270280 + Penalty 2616.685803 = -337080.584476
  nChanged 9
		SP:Iteration 31Q (79191.910000 sec): 3 clusters
  Score: Raw -339703.596007 + Penalty 2616.685803 = -337086.910204
  nChanged 6
		SP:Iteration 32Q (79191.970000 sec): 3 clusters
  Score: Raw -339708.541313 + Penalty 2616.685803 = -337091.855510
  nChanged 7
		SP:Iteration 33Q (79192.030000 sec): 3 clusters
  Score: Raw -339718.081002 + Penalty 2616.685803 = -337101.395198
  nChanged 6
		SP:Iteration 34Q (79192.090000 sec): 3 clusters
  Score: Raw -339724.701973 + Penalty 2616.685803 = -337108.016170
  nChanged 4
		SP:Iteration 35Q (79192.140000 sec): 3 clusters
  Score: Raw -339728.431223 + Penalty 2616.685803 = -337111.745420
  nChanged 7
		SP:Iteration 36Q (79192.200000 sec): 3 clusters
  Score: Raw -339736.099202 + Penalty 2616.685803 = -337119.413399
  nChanged 7
		SP:Iteration 37Q (79192.260000 sec): 3 clusters
  Score: Raw -339744.929885 + Penalty 2616.685803 = -337128.244081
  nChanged 9
		SP:Iteration 38Q (79192.320000 sec): 3 clusters
  Score: Raw -339755.578371 + Penalty 2616.685803 = -337138.892568
  nChanged 7
		SP:Iteration 39Q (79192.370000 sec): 3 clusters
  Score: Raw -339764.326755 + Penalty 2616.685803 = -337147.640952
  nChanged 8
		SP:Iteration 40F (79192.430000 sec): 3 clusters
  Score: Raw -339773.081218 + Penalty 2616.685803 = -337156.395415
  nChanged 7
		SP:Iteration 41Q (79192.490000 sec): 3 clusters
  Score: Raw -339780.798924 + Penalty 2616.685803 = -337164.113120
  nChanged 9
		SP:Iteration 42Q (79192.550000 sec): 3 clusters
  Score: Raw -339790.643968 + Penalty 2616.685803 = -337173.958164
  nChanged 7
		SP:Iteration 43Q (79192.610000 sec): 3 clusters
  Score: Raw -339797.255568 + Penalty 2616.685803 = -337180.569764
  nChanged 7
		SP:Iteration 44Q (79192.660000 sec): 3 clusters
  Score: Raw -339806.019564 + Penalty 2616.685803 = -337189.333761
  nChanged 8
		SP:Iteration 45Q (79192.720000 sec): 3 clusters
  Score: Raw -339821.669514 + Penalty 2616.685803 = -337204.983711
  nChanged 9
		SP:Iteration 46Q (79192.770000 sec): 3 clusters
  Score: Raw -339836.277132 + Penalty 2616.685803 = -337219.591329
  nChanged 7
		SP:Iteration 47Q (79192.830000 sec): 3 clusters
  Score: Raw -339845.492478 + Penalty 2616.685803 = -337228.806674
  nChanged 5
		SP:Iteration 48Q (79192.890000 sec): 3 clusters
  Score: Raw -339849.666172 + Penalty 2616.685803 = -337232.980369
  nChanged 3
		SP:Iteration 49Q (79192.940000 sec): 3 clusters
  Score: Raw -339851.953156 + Penalty 2616.685803 = -337235.267352
  nChanged 1
		SP:Iteration 50Q (79193.000000 sec): 3 clusters
  Score: Raw -339853.114176 + Penalty 2616.685803 = -337236.428373
  nChanged 2
		SP:Iteration 51Q (79193.050000 sec): 3 clusters
  Score: Raw -339854.763672 + Penalty 2616.685803 = -337238.077868
  nChanged 3
		SP:Iteration 52Q (79193.110000 sec): 3 clusters
  Score: Raw -339857.429086 + Penalty 2616.685803 = -337240.743283
  nChanged 2
		SP:Iteration 53Q (79193.170000 sec): 3 clusters
  Score: Raw -339859.298655 + Penalty 2616.685803 = -337242.612852
  nChanged 2
		SP:Iteration 54Q (79193.220000 sec): 3 clusters
  Score: Raw -339860.389020 + Penalty 2616.685803 = -337243.703216
  nChanged 0
		SP:Iteration 55F (79193.280000 sec): 3 clusters
  Score: Raw -339860.389020 + Penalty 2616.685803 = -337243.703216
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79193.340000 sec): 2 clusters
  Score: Raw -175557.730346 + Penalty 1207.104144 = -174350.626201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79193.370000 sec): 3 clusters
  Score: Raw -174877.819729 + Penalty 2414.208288 = -172463.611441
  nChanged 521
		SP:Iteration 1F (79193.400000 sec): 3 clusters
  Score: Raw -175264.656154 + Penalty 2414.208288 = -172850.447866
  nChanged 137
		SP:Iteration 2F (79193.430000 sec): 3 clusters
  Score: Raw -175372.898165 + Penalty 2414.208288 = -172958.689877
  nChanged 74
		SP:Iteration 3Q (79193.470000 sec): 3 clusters
  Score: Raw -175424.570268 + Penalty 2414.208288 = -173010.361980
  nChanged 50
		SP:Iteration 4Q (79193.500000 sec): 3 clusters
  Score: Raw -175461.470800 + Penalty 2414.208288 = -173047.262512
  nChanged 33
		SP:Iteration 5Q (79193.530000 sec): 3 clusters
  Score: Raw -175483.556907 + Penalty 2414.208288 = -173069.348619
  nChanged 33
		SP:Iteration 6Q (79193.570000 sec): 3 clusters
  Score: Raw -175508.299204 + Penalty 2414.208288 = -173094.090916
  nChanged 31
		SP:Iteration 7Q (79193.600000 sec): 3 clusters
  Score: Raw -175524.899789 + Penalty 2414.208288 = -173110.691501
  nChanged 15
		SP:Iteration 8Q (79193.630000 sec): 3 clusters
  Score: Raw -175533.865502 + Penalty 2414.208288 = -173119.657214
  nChanged 11
		SP:Iteration 9Q (79193.670000 sec): 3 clusters
  Score: Raw -175537.878820 + Penalty 2414.208288 = -173123.670532
  nChanged 4
		SP:Iteration 10Q (79193.700000 sec): 3 clusters
  Score: Raw -175539.058447 + Penalty 2414.208288 = -173124.850159
  nChanged 3
		SP:Iteration 11Q (79193.730000 sec): 3 clusters
  Score: Raw -175540.415182 + Penalty 2414.208288 = -173126.206894
  nChanged 2
		SP:Iteration 12Q (79193.770000 sec): 3 clusters
  Score: Raw -175541.555593 + Penalty 2414.208288 = -173127.347305
  nChanged 2
		SP:Iteration 13Q (79193.800000 sec): 3 clusters
  Score: Raw -175542.277327 + Penalty 2414.208288 = -173128.069039
  nChanged 1
		SP:Iteration 14Q (79193.830000 sec): 3 clusters
  Score: Raw -175542.663332 + Penalty 2414.208288 = -173128.455043
  nChanged 0
		SP:Iteration 15F (79193.870000 sec): 3 clusters
  Score: Raw -175542.663332 + Penalty 2414.208288 = -173128.455043
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79193.940000 sec): 2 clusters
  Score: Raw -302113.069151 + Penalty 1290.344872 = -300822.724279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79193.990000 sec): 3 clusters
  Score: Raw -300785.176153 + Penalty 2580.689744 = -298204.486410
  nChanged 1062
		SP:Iteration 1F (79194.050000 sec): 3 clusters
  Score: Raw -301415.029595 + Penalty 2580.689744 = -298834.339851
  nChanged 210
		SP:Iteration 2F (79194.110000 sec): 3 clusters
  Score: Raw -301550.843632 + Penalty 2580.689744 = -298970.153888
  nChanged 140
		SP:Iteration 3Q (79194.170000 sec): 3 clusters
  Score: Raw -301653.524419 + Penalty 2580.689744 = -299072.834676
  nChanged 121
		SP:Iteration 4Q (79194.230000 sec): 3 clusters
  Score: Raw -301741.038234 + Penalty 2580.689744 = -299160.348490
  nChanged 104
		SP:Iteration 5Q (79194.280000 sec): 3 clusters
  Score: Raw -301804.445636 + Penalty 2580.689744 = -299223.755892
  nChanged 82
		SP:Iteration 6Q (79194.340000 sec): 3 clusters
  Score: Raw -301857.682765 + Penalty 2580.689744 = -299276.993021
  nChanged 70
		SP:Iteration 7Q (79194.390000 sec): 3 clusters
  Score: Raw -301900.853764 + Penalty 2580.689744 = -299320.164020
  nChanged 63
		SP:Iteration 8Q (79194.450000 sec): 3 clusters
  Score: Raw -301937.446258 + Penalty 2580.689744 = -299356.756514
  nChanged 50
		SP:Iteration 9Q (79194.510000 sec): 3 clusters
  Score: Raw -301960.754739 + Penalty 2580.689744 = -299380.064995
  nChanged 37
		SP:Iteration 10Q (79194.560000 sec): 3 clusters
  Score: Raw -301979.635877 + Penalty 2580.689744 = -299398.946133
  nChanged 32
		SP:Iteration 11Q (79194.620000 sec): 3 clusters
  Score: Raw -301990.833812 + Penalty 2580.689744 = -299410.144068
  nChanged 24
		SP:Iteration 12Q (79194.670000 sec): 3 clusters
  Score: Raw -302001.382412 + Penalty 2580.689744 = -299420.692668
  nChanged 22
		SP:Iteration 13Q (79194.730000 sec): 3 clusters
  Score: Raw -302011.652245 + Penalty 2580.689744 = -299430.962501
  nChanged 32
		SP:Iteration 14Q (79194.790000 sec): 3 clusters
  Score: Raw -302028.555914 + Penalty 2580.689744 = -299447.866170
  nChanged 34
		SP:Iteration 15Q (79194.840000 sec): 3 clusters
  Score: Raw -302043.012280 + Penalty 2580.689744 = -299462.322536
  nChanged 29
		SP:Iteration 16Q (79194.900000 sec): 3 clusters
  Score: Raw -302056.902236 + Penalty 2580.689744 = -299476.212492
  nChanged 28
		SP:Iteration 17Q (79194.950000 sec): 3 clusters
  Score: Raw -302066.888545 + Penalty 2580.689744 = -299486.198801
  nChanged 23
		SP:Iteration 18Q (79195.010000 sec): 3 clusters
  Score: Raw -302076.072800 + Penalty 2580.689744 = -299495.383056
  nChanged 22
		SP:Iteration 19Q (79195.070000 sec): 3 clusters
  Score: Raw -302085.176277 + Penalty 2580.689744 = -299504.486533
  nChanged 26
		SP:Iteration 20F (79195.120000 sec): 3 clusters
  Score: Raw -302095.074666 + Penalty 2580.689744 = -299514.384922
  nChanged 18
		SP:Iteration 21Q (79195.180000 sec): 3 clusters
  Score: Raw -302102.959010 + Penalty 2580.689744 = -299522.269266
  nChanged 21
		SP:Iteration 22Q (79195.230000 sec): 3 clusters
  Score: Raw -302111.549834 + Penalty 2580.689744 = -299530.860090
  nChanged 15
		SP:Iteration 23Q (79195.290000 sec): 3 clusters
  Score: Raw -302117.707235 + Penalty 2580.689744 = -299537.017491
  nChanged 17
		SP:Iteration 24Q (79195.350000 sec): 3 clusters
  Score: Raw -302125.177192 + Penalty 2580.689744 = -299544.487448
  nChanged 18
		SP:Iteration 25Q (79195.400000 sec): 3 clusters
  Score: Raw -302135.706409 + Penalty 2580.689744 = -299555.016665
  nChanged 27
		SP:Iteration 26Q (79195.460000 sec): 3 clusters
  Score: Raw -302148.414435 + Penalty 2580.689744 = -299567.724691
  nChanged 27
		SP:Iteration 27Q (79195.510000 sec): 3 clusters
  Score: Raw -302164.118888 + Penalty 2580.689744 = -299583.429144
  nChanged 26
		SP:Iteration 28Q (79195.570000 sec): 3 clusters
  Score: Raw -302181.415773 + Penalty 2580.689744 = -299600.726029
  nChanged 30
		SP:Iteration 29Q (79195.630000 sec): 3 clusters
  Score: Raw -302202.159846 + Penalty 2580.689744 = -299621.470102
  nChanged 39
		SP:Iteration 30Q (79195.680000 sec): 3 clusters
  Score: Raw -302231.213417 + Penalty 2580.689744 = -299650.523673
  nChanged 49
		SP:Iteration 31Q (79195.740000 sec): 3 clusters
  Score: Raw -302267.765100 + Penalty 2580.689744 = -299687.075356
  nChanged 52
		SP:Iteration 32Q (79195.790000 sec): 3 clusters
  Score: Raw -302307.590041 + Penalty 2580.689744 = -299726.900297
  nChanged 47
		SP:Iteration 33Q (79195.850000 sec): 3 clusters
  Score: Raw -302339.107396 + Penalty 2580.689744 = -299758.417652
  nChanged 49
		SP:Iteration 34Q (79195.900000 sec): 3 clusters
  Score: Raw -302372.486577 + Penalty 2580.689744 = -299791.796833
  nChanged 47
		SP:Iteration 35Q (79195.960000 sec): 3 clusters
  Score: Raw -302415.863943 + Penalty 2580.689744 = -299835.174199
  nChanged 58
		SP:Iteration 36Q (79196.010000 sec): 3 clusters
  Score: Raw -302472.561703 + Penalty 2580.689744 = -299891.871959
  nChanged 59
		SP:Iteration 37Q (79196.070000 sec): 3 clusters
  Score: Raw -302519.299337 + Penalty 2580.689744 = -299938.609593
  nChanged 41
		SP:Iteration 38Q (79196.130000 sec): 3 clusters
  Score: Raw -302549.511184 + Penalty 2580.689744 = -299968.821440
  nChanged 26
		SP:Iteration 39Q (79196.180000 sec): 3 clusters
  Score: Raw -302564.020115 + Penalty 2580.689744 = -299983.330371
  nChanged 26
		SP:Iteration 40F (79196.240000 sec): 3 clusters
  Score: Raw -302581.982294 + Penalty 2580.689744 = -300001.292550
  nChanged 30
		SP:Iteration 41Q (79196.290000 sec): 3 clusters
  Score: Raw -302604.344201 + Penalty 2580.689744 = -300023.654457
  nChanged 27
		SP:Iteration 42Q (79196.340000 sec): 3 clusters
  Score: Raw -302618.019808 + Penalty 2580.689744 = -300037.330064
  nChanged 17
		SP:Iteration 43Q (79196.400000 sec): 3 clusters
  Score: Raw -302625.310250 + Penalty 2580.689744 = -300044.620506
  nChanged 11
		SP:Iteration 44Q (79196.450000 sec): 3 clusters
  Score: Raw -302630.016014 + Penalty 2580.689744 = -300049.326270
  nChanged 7
		SP:Iteration 45Q (79196.510000 sec): 3 clusters
  Score: Raw -302632.646320 + Penalty 2580.689744 = -300051.956576
  nChanged 3
		SP:Iteration 46Q (79196.560000 sec): 3 clusters
  Score: Raw -302633.523488 + Penalty 2580.689744 = -300052.833744
  nChanged 1
		SP:Iteration 47Q (79196.620000 sec): 3 clusters
  Score: Raw -302633.748556 + Penalty 2580.689744 = -300053.058812
  nChanged 1
		SP:Iteration 48Q (79196.670000 sec): 3 clusters
  Score: Raw -302634.154672 + Penalty 2580.689744 = -300053.464928
  nChanged 0
		SP:Iteration 49F (79196.720000 sec): 3 clusters
  Score: Raw -302634.154672 + Penalty 2580.689744 = -300053.464928
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (5637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79196.820000 sec): 2 clusters
  Score: Raw -524284.860435 + Penalty 1403.529934 = -522881.330501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79196.970000 sec): 3 clusters
  Score: Raw -521344.155363 + Penalty 2807.059869 = -518537.095495
  nChanged 2349
		SP:Iteration 1F (79197.080000 sec): 3 clusters
  Score: Raw -522726.574730 + Penalty 2807.059869 = -519919.514861
  nChanged 441
		SP:Iteration 2F (79197.180000 sec): 3 clusters
  Score: Raw -523034.338433 + Penalty 2807.059869 = -520227.278564
  nChanged 377
		SP:Iteration 3F (79197.290000 sec): 3 clusters
  Score: Raw -523322.379477 + Penalty 2807.059869 = -520515.319608
  nChanged 337
		SP:Iteration 4F (79197.400000 sec): 3 clusters
  Score: Raw -523577.119338 + Penalty 2807.059869 = -520770.059469
  nChanged 299
		SP:Iteration 5F (79197.510000 sec): 3 clusters
  Score: Raw -523818.992556 + Penalty 2807.059869 = -521011.932688
  nChanged 279
		SP:Iteration 6Q (79197.620000 sec): 3 clusters
  Score: Raw -524030.636573 + Penalty 2807.059869 = -521223.576705
  nChanged 239
		SP:Iteration 7Q (79197.720000 sec): 3 clusters
  Score: Raw -524218.009001 + Penalty 2807.059869 = -521410.949133
  nChanged 199
		SP:Iteration 8Q (79197.830000 sec): 3 clusters
  Score: Raw -524362.019002 + Penalty 2807.059869 = -521554.959133
  nChanged 133
		SP:Iteration 9Q (79197.940000 sec): 3 clusters
  Score: Raw -524442.658085 + Penalty 2807.059869 = -521635.598217
  nChanged 108
		SP:Iteration 10Q (79198.050000 sec): 3 clusters
  Score: Raw -524498.317529 + Penalty 2807.059869 = -521691.257660
  nChanged 86
		SP:Iteration 11Q (79198.160000 sec): 3 clusters
  Score: Raw -524532.769516 + Penalty 2807.059869 = -521725.709648
  nChanged 59
		SP:Iteration 12Q (79198.260000 sec): 3 clusters
  Score: Raw -524553.355885 + Penalty 2807.059869 = -521746.296016
  nChanged 52
		SP:Iteration 13Q (79198.370000 sec): 3 clusters
  Score: Raw -524569.247031 + Penalty 2807.059869 = -521762.187162
  nChanged 29
		SP:Iteration 14Q (79198.480000 sec): 3 clusters
  Score: Raw -524577.572289 + Penalty 2807.059869 = -521770.512420
  nChanged 28
		SP:Iteration 15Q (79198.580000 sec): 3 clusters
  Score: Raw -524586.143739 + Penalty 2807.059869 = -521779.083870
  nChanged 30
		SP:Iteration 16Q (79198.690000 sec): 3 clusters
  Score: Raw -524596.616049 + Penalty 2807.059869 = -521789.556180
  nChanged 35
		SP:Iteration 17Q (79198.800000 sec): 3 clusters
  Score: Raw -524607.709879 + Penalty 2807.059869 = -521800.650011
  nChanged 38
		SP:Iteration 18Q (79198.900000 sec): 3 clusters
  Score: Raw -524621.561411 + Penalty 2807.059869 = -521814.501542
  nChanged 38
		SP:Iteration 19Q (79199.010000 sec): 3 clusters
  Score: Raw -524634.899282 + Penalty 2807.059869 = -521827.839414
  nChanged 32
		SP:Iteration 20F (79199.120000 sec): 3 clusters
  Score: Raw -524646.731636 + Penalty 2807.059869 = -521839.671768
  nChanged 25
		SP:Iteration 21Q (79199.220000 sec): 3 clusters
  Score: Raw -524656.225907 + Penalty 2807.059869 = -521849.166038
  nChanged 32
		SP:Iteration 22Q (79199.330000 sec): 3 clusters
  Score: Raw -524664.909804 + Penalty 2807.059869 = -521857.849935
  nChanged 31
		SP:Iteration 23Q (79199.440000 sec): 3 clusters
  Score: Raw -524676.652780 + Penalty 2807.059869 = -521869.592912
  nChanged 36
		SP:Iteration 24Q (79199.540000 sec): 3 clusters
  Score: Raw -524688.911312 + Penalty 2807.059869 = -521881.851443
  nChanged 35
		SP:Iteration 25Q (79199.650000 sec): 3 clusters
  Score: Raw -524703.544699 + Penalty 2807.059869 = -521896.484831
  nChanged 34
		SP:Iteration 26Q (79199.750000 sec): 3 clusters
  Score: Raw -524720.107256 + Penalty 2807.059869 = -521913.047388
  nChanged 41
		SP:Iteration 27Q (79199.860000 sec): 3 clusters
  Score: Raw -524739.183016 + Penalty 2807.059869 = -521932.123148
  nChanged 41
		SP:Iteration 28Q (79199.960000 sec): 3 clusters
  Score: Raw -524755.809373 + Penalty 2807.059869 = -521948.749505
  nChanged 39
		SP:Iteration 29Q (79200.070000 sec): 3 clusters
  Score: Raw -524774.161133 + Penalty 2807.059869 = -521967.101264
  nChanged 46
		SP:Iteration 30Q (79200.170000 sec): 3 clusters
  Score: Raw -524800.136318 + Penalty 2807.059869 = -521993.076450
  nChanged 40
		SP:Iteration 31Q (79200.280000 sec): 3 clusters
  Score: Raw -524824.460995 + Penalty 2807.059869 = -522017.401126
  nChanged 43
		SP:Iteration 32Q (79200.380000 sec): 3 clusters
  Score: Raw -524847.943728 + Penalty 2807.059869 = -522040.883859
  nChanged 37
		SP:Iteration 33Q (79200.480000 sec): 3 clusters
  Score: Raw -524872.454508 + Penalty 2807.059869 = -522065.394640
  nChanged 36
		SP:Iteration 34Q (79200.590000 sec): 3 clusters
  Score: Raw -524899.316230 + Penalty 2807.059869 = -522092.256361
  nChanged 44
		SP:Iteration 35Q (79200.700000 sec): 3 clusters
  Score: Raw -524930.514987 + Penalty 2807.059869 = -522123.455118
  nChanged 36
		SP:Iteration 36Q (79200.800000 sec): 3 clusters
  Score: Raw -524957.461661 + Penalty 2807.059869 = -522150.401792
  nChanged 34
		SP:Iteration 37Q (79200.900000 sec): 3 clusters
  Score: Raw -524984.888488 + Penalty 2807.059869 = -522177.828619
  nChanged 41
		SP:Iteration 38Q (79201.000000 sec): 3 clusters
  Score: Raw -525032.012377 + Penalty 2807.059869 = -522224.952508
  nChanged 40
		SP:Iteration 39Q (79201.100000 sec): 3 clusters
  Score: Raw -525067.130726 + Penalty 2807.059869 = -522260.070857
  nChanged 28
		SP:Iteration 40F (79201.210000 sec): 3 clusters
  Score: Raw -525083.354362 + Penalty 2807.059869 = -522276.294493
  nChanged 26
		SP:Iteration 41Q (79201.320000 sec): 3 clusters
  Score: Raw -525099.244810 + Penalty 2807.059869 = -522292.184942
  nChanged 19
		SP:Iteration 42Q (79201.420000 sec): 3 clusters
  Score: Raw -525108.305292 + Penalty 2807.059869 = -522301.245423
  nChanged 16
		SP:Iteration 43Q (79201.520000 sec): 3 clusters
  Score: Raw -525114.628809 + Penalty 2807.059869 = -522307.568940
  nChanged 7
		SP:Iteration 44Q (79201.620000 sec): 3 clusters
  Score: Raw -525116.825106 + Penalty 2807.059869 = -522309.765237
  nChanged 8
		SP:Iteration 45Q (79201.720000 sec): 3 clusters
  Score: Raw -525120.954947 + Penalty 2807.059869 = -522313.895079
  nChanged 7
		SP:Iteration 46Q (79201.820000 sec): 3 clusters
  Score: Raw -525122.770564 + Penalty 2807.059869 = -522315.710695
  nChanged 2
		SP:Iteration 47Q (79201.930000 sec): 3 clusters
  Score: Raw -525123.547749 + Penalty 2807.059869 = -522316.487880
  nChanged 6
		SP:Iteration 48Q (79202.030000 sec): 3 clusters
  Score: Raw -525124.819483 + Penalty 2807.059869 = -522317.759614
  nChanged 3
		SP:Iteration 49Q (79202.130000 sec): 3 clusters
  Score: Raw -525125.516587 + Penalty 2807.059869 = -522318.456718
  nChanged 2
		SP:Iteration 50Q (79202.230000 sec): 3 clusters
  Score: Raw -525125.981506 + Penalty 2807.059869 = -522318.921637
  nChanged 3
		SP:Iteration 51Q (79202.330000 sec): 3 clusters
  Score: Raw -525127.558743 + Penalty 2807.059869 = -522320.498874
  nChanged 4
		SP:Iteration 52Q (79202.440000 sec): 3 clusters
  Score: Raw -525128.458821 + Penalty 2807.059869 = -522321.398952
  nChanged 3
		SP:Iteration 53Q (79202.540000 sec): 3 clusters
  Score: Raw -525129.145395 + Penalty 2807.059869 = -522322.085526
  nChanged 2
		SP:Iteration 54Q (79202.640000 sec): 3 clusters
  Score: Raw -525129.721811 + Penalty 2807.059869 = -522322.661942
  nChanged 1
		SP:Iteration 55Q (79202.740000 sec): 3 clusters
  Score: Raw -525129.814865 + Penalty 2807.059869 = -522322.754996
  nChanged 0
		SP:Iteration 56F (79202.840000 sec): 3 clusters
  Score: Raw -525129.814865 + Penalty 2807.059869 = -522322.754996
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79202.910000 sec): 2 clusters
  Score: Raw -281326.634083 + Penalty 1285.470974 = -280041.163109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79202.960000 sec): 3 clusters
  Score: Raw -280070.453777 + Penalty 2570.941949 = -277499.511828
  nChanged 1035
		SP:Iteration 1F (79203.020000 sec): 3 clusters
  Score: Raw -280686.349522 + Penalty 2570.941949 = -278115.407573
  nChanged 181
		SP:Iteration 2F (79203.070000 sec): 3 clusters
  Score: Raw -280777.265507 + Penalty 2570.941949 = -278206.323558
  nChanged 109
		SP:Iteration 3Q (79203.130000 sec): 3 clusters
  Score: Raw -280832.822374 + Penalty 2570.941949 = -278261.880425
  nChanged 82
		SP:Iteration 4Q (79203.180000 sec): 3 clusters
  Score: Raw -280872.075282 + Penalty 2570.941949 = -278301.133333
  nChanged 64
		SP:Iteration 5Q (79203.240000 sec): 3 clusters
  Score: Raw -280902.300609 + Penalty 2570.941949 = -278331.358660
  nChanged 47
		SP:Iteration 6Q (79203.290000 sec): 3 clusters
  Score: Raw -280925.409173 + Penalty 2570.941949 = -278354.467224
  nChanged 40
		SP:Iteration 7Q (79203.340000 sec): 3 clusters
  Score: Raw -280945.721828 + Penalty 2570.941949 = -278374.779879
  nChanged 37
		SP:Iteration 8Q (79203.400000 sec): 3 clusters
  Score: Raw -280960.814445 + Penalty 2570.941949 = -278389.872496
  nChanged 22
		SP:Iteration 9Q (79203.450000 sec): 3 clusters
  Score: Raw -280967.719995 + Penalty 2570.941949 = -278396.778046
  nChanged 17
		SP:Iteration 10Q (79203.510000 sec): 3 clusters
  Score: Raw -280972.816556 + Penalty 2570.941949 = -278401.874607
  nChanged 11
		SP:Iteration 11Q (79203.560000 sec): 3 clusters
  Score: Raw -280976.531448 + Penalty 2570.941949 = -278405.589499
  nChanged 10
		SP:Iteration 12Q (79203.620000 sec): 3 clusters
  Score: Raw -280979.318055 + Penalty 2570.941949 = -278408.376106
  nChanged 9
		SP:Iteration 13Q (79203.670000 sec): 3 clusters
  Score: Raw -280982.467617 + Penalty 2570.941949 = -278411.525668
  nChanged 7
		SP:Iteration 14Q (79203.720000 sec): 3 clusters
  Score: Raw -280985.052173 + Penalty 2570.941949 = -278414.110224
  nChanged 9
		SP:Iteration 15Q (79203.780000 sec): 3 clusters
  Score: Raw -280987.676324 + Penalty 2570.941949 = -278416.734375
  nChanged 10
		SP:Iteration 16Q (79203.830000 sec): 3 clusters
  Score: Raw -280990.778669 + Penalty 2570.941949 = -278419.836720
  nChanged 5
		SP:Iteration 17Q (79203.880000 sec): 3 clusters
  Score: Raw -280992.344567 + Penalty 2570.941949 = -278421.402618
  nChanged 5
		SP:Iteration 18Q (79203.940000 sec): 3 clusters
  Score: Raw -280993.845688 + Penalty 2570.941949 = -278422.903739
  nChanged 5
		SP:Iteration 19Q (79203.990000 sec): 3 clusters
  Score: Raw -280995.300309 + Penalty 2570.941949 = -278424.358360
  nChanged 4
		SP:Iteration 20F (79204.040000 sec): 3 clusters
  Score: Raw -280995.904560 + Penalty 2570.941949 = -278424.962611
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (7998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79204.160000 sec): 2 clusters
  Score: Raw -850314.020999 + Penalty 1460.378853 = -848853.642145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79204.310000 sec): 3 clusters
  Score: Raw -845846.887609 + Penalty 2920.757707 = -842926.129902
  nChanged 3420
		SP:Iteration 1F (79204.440000 sec): 3 clusters
  Score: Raw -847690.897688 + Penalty 2920.757707 = -844770.139982
  nChanged 542
		SP:Iteration 2F (79204.590000 sec): 3 clusters
  Score: Raw -847947.574642 + Penalty 2920.757707 = -845026.816935
  nChanged 392
		SP:Iteration 3Q (79204.730000 sec): 3 clusters
  Score: Raw -848110.976224 + Penalty 2920.757707 = -845190.218517
  nChanged 310
		SP:Iteration 4Q (79204.880000 sec): 3 clusters
  Score: Raw -848231.084463 + Penalty 2920.757707 = -845310.326757
  nChanged 248
		SP:Iteration 5Q (79205.010000 sec): 3 clusters
  Score: Raw -848327.862157 + Penalty 2920.757707 = -845407.104450
  nChanged 209
		SP:Iteration 6Q (79205.140000 sec): 3 clusters
  Score: Raw -848415.410544 + Penalty 2920.757707 = -845494.652838
  nChanged 241
		SP:Iteration 7Q (79205.280000 sec): 3 clusters
  Score: Raw -848525.232008 + Penalty 2920.757707 = -845604.474301
  nChanged 242
		SP:Iteration 8Q (79205.420000 sec): 3 clusters
  Score: Raw -848630.120802 + Penalty 2920.757707 = -845709.363096
  nChanged 232
		SP:Iteration 9Q (79205.570000 sec): 3 clusters
  Score: Raw -848727.850681 + Penalty 2920.757707 = -845807.092974
  nChanged 211
		SP:Iteration 10Q (79205.710000 sec): 3 clusters
  Score: Raw -848837.858534 + Penalty 2920.757707 = -845917.100828
  nChanged 230
		SP:Iteration 11Q (79205.860000 sec): 3 clusters
  Score: Raw -848959.090689 + Penalty 2920.757707 = -846038.332982
  nChanged 229
		SP:Iteration 12Q (79205.990000 sec): 3 clusters
  Score: Raw -849080.355844 + Penalty 2920.757707 = -846159.598137
  nChanged 201
		SP:Iteration 13Q (79206.120000 sec): 3 clusters
  Score: Raw -849185.591277 + Penalty 2920.757707 = -846264.833571
  nChanged 205
		SP:Iteration 14Q (79206.260000 sec): 3 clusters
  Score: Raw -849273.399879 + Penalty 2920.757707 = -846352.642172
  nChanged 176
		SP:Iteration 15Q (79206.400000 sec): 3 clusters
  Score: Raw -849353.568418 + Penalty 2920.757707 = -846432.810712
  nChanged 150
		SP:Iteration 16Q (79206.540000 sec): 3 clusters
  Score: Raw -849417.110537 + Penalty 2920.757707 = -846496.352830
  nChanged 133
		SP:Iteration 17Q (79206.680000 sec): 3 clusters
  Score: Raw -849467.317663 + Penalty 2920.757707 = -846546.559957
  nChanged 113
		SP:Iteration 18Q (79206.820000 sec): 3 clusters
  Score: Raw -849502.733712 + Penalty 2920.757707 = -846581.976005
  nChanged 83
		SP:Iteration 19Q (79206.960000 sec): 3 clusters
  Score: Raw -849524.968843 + Penalty 2920.757707 = -846604.211137
  nChanged 63
		SP:Iteration 20F (79207.100000 sec): 3 clusters
  Score: Raw -849542.536639 + Penalty 2920.757707 = -846621.778932
  nChanged 66
		SP:Iteration 21Q (79207.220000 sec): 3 clusters
  Score: Raw -849558.679474 + Penalty 2920.757707 = -846637.921767
  nChanged 61
		SP:Iteration 22Q (79207.350000 sec): 3 clusters
  Score: Raw -849578.194800 + Penalty 2920.757707 = -846657.437094
  nChanged 76
		SP:Iteration 23Q (79207.490000 sec): 3 clusters
  Score: Raw -849605.079520 + Penalty 2920.757707 = -846684.321813
  nChanged 69
		SP:Iteration 24Q (79207.630000 sec): 3 clusters
  Score: Raw -849630.146764 + Penalty 2920.757707 = -846709.389057
  nChanged 78
		SP:Iteration 25Q (79207.760000 sec): 3 clusters
  Score: Raw -849656.808545 + Penalty 2920.757707 = -846736.050839
  nChanged 66
		SP:Iteration 26Q (79207.900000 sec): 3 clusters
  Score: Raw -849680.135035 + Penalty 2920.757707 = -846759.377328
  nChanged 62
		SP:Iteration 27Q (79208.040000 sec): 3 clusters
  Score: Raw -849701.790174 + Penalty 2920.757707 = -846781.032467
  nChanged 70
		SP:Iteration 28Q (79208.180000 sec): 3 clusters
  Score: Raw -849721.939075 + Penalty 2920.757707 = -846801.181369
  nChanged 62
		SP:Iteration 29Q (79208.310000 sec): 3 clusters
  Score: Raw -849744.418198 + Penalty 2920.757707 = -846823.660492
  nChanged 62
		SP:Iteration 30Q (79208.440000 sec): 3 clusters
  Score: Raw -849765.482879 + Penalty 2920.757707 = -846844.725173
  nChanged 58
		SP:Iteration 31Q (79208.570000 sec): 3 clusters
  Score: Raw -849783.482319 + Penalty 2920.757707 = -846862.724613
  nChanged 55
		SP:Iteration 32Q (79208.700000 sec): 3 clusters
  Score: Raw -849807.056512 + Penalty 2920.757707 = -846886.298805
  nChanged 68
		SP:Iteration 33Q (79208.810000 sec): 3 clusters
  Score: Raw -849836.550306 + Penalty 2920.757707 = -846915.792599
  nChanged 61
		SP:Iteration 34Q (79208.940000 sec): 3 clusters
  Score: Raw -849861.504927 + Penalty 2920.757707 = -846940.747221
  nChanged 68
		SP:Iteration 35Q (79209.080000 sec): 3 clusters
  Score: Raw -849887.114776 + Penalty 2920.757707 = -846966.357069
  nChanged 59
		SP:Iteration 36Q (79209.210000 sec): 3 clusters
  Score: Raw -849908.912783 + Penalty 2920.757707 = -846988.155077
  nChanged 59
		SP:Iteration 37Q (79209.350000 sec): 3 clusters
  Score: Raw -849939.284859 + Penalty 2920.757707 = -847018.527153
  nChanged 77
		SP:Iteration 38Q (79209.480000 sec): 3 clusters
  Score: Raw -849980.380453 + Penalty 2920.757707 = -847059.622747
  nChanged 68
		SP:Iteration 39Q (79209.620000 sec): 3 clusters
  Score: Raw -850012.014287 + Penalty 2920.757707 = -847091.256581
  nChanged 62
		SP:Iteration 40F (79209.760000 sec): 3 clusters
  Score: Raw -850045.342632 + Penalty 2920.757707 = -847124.584925
  nChanged 72
		SP:Iteration 41Q (79209.890000 sec): 3 clusters
  Score: Raw -850089.377496 + Penalty 2920.757707 = -847168.619789
  nChanged 73
		SP:Iteration 42Q (79210.030000 sec): 3 clusters
  Score: Raw -850133.758473 + Penalty 2920.757707 = -847213.000766
  nChanged 68
		SP:Iteration 43Q (79210.150000 sec): 3 clusters
  Score: Raw -850173.671390 + Penalty 2920.757707 = -847252.913683
  nChanged 56
		SP:Iteration 44Q (79210.270000 sec): 3 clusters
  Score: Raw -850209.901843 + Penalty 2920.757707 = -847289.144136
  nChanged 64
		SP:Iteration 45Q (79210.400000 sec): 3 clusters
  Score: Raw -850249.727207 + Penalty 2920.757707 = -847328.969501
  nChanged 54
		SP:Iteration 46Q (79210.520000 sec): 3 clusters
  Score: Raw -850282.445795 + Penalty 2920.757707 = -847361.688088
  nChanged 54
		SP:Iteration 47Q (79210.640000 sec): 3 clusters
  Score: Raw -850318.847532 + Penalty 2920.757707 = -847398.089825
  nChanged 42
		SP:Iteration 48Q (79210.770000 sec): 3 clusters
  Score: Raw -850345.509780 + Penalty 2920.757707 = -847424.752073
  nChanged 35
		SP:Iteration 49Q (79210.910000 sec): 3 clusters
  Score: Raw -850369.811352 + Penalty 2920.757707 = -847449.053645
  nChanged 32
		SP:Iteration 50Q (79211.040000 sec): 3 clusters
  Score: Raw -850393.767782 + Penalty 2920.757707 = -847473.010076
  nChanged 30
		SP:Iteration 51Q (79211.170000 sec): 3 clusters
  Score: Raw -850414.157235 + Penalty 2920.757707 = -847493.399529
  nChanged 19
		SP:Iteration 52Q (79211.300000 sec): 3 clusters
  Score: Raw -850428.788415 + Penalty 2920.757707 = -847508.030708
  nChanged 13
		SP:Iteration 53Q (79211.430000 sec): 3 clusters
  Score: Raw -850438.880132 + Penalty 2920.757707 = -847518.122426
  nChanged 14
		SP:Iteration 54Q (79211.560000 sec): 3 clusters
  Score: Raw -850449.658601 + Penalty 2920.757707 = -847528.900895
  nChanged 13
		SP:Iteration 55Q (79211.690000 sec): 3 clusters
  Score: Raw -850459.740564 + Penalty 2920.757707 = -847538.982858
  nChanged 14
		SP:Iteration 56Q (79211.820000 sec): 3 clusters
  Score: Raw -850469.853553 + Penalty 2920.757707 = -847549.095847
  nChanged 7
		SP:Iteration 57Q (79211.950000 sec): 3 clusters
  Score: Raw -850474.156311 + Penalty 2920.757707 = -847553.398604
  nChanged 4
		SP:Iteration 58Q (79212.080000 sec): 3 clusters
  Score: Raw -850476.523178 + Penalty 2920.757707 = -847555.765471
  nChanged 3
		SP:Iteration 59Q (79212.210000 sec): 3 clusters
  Score: Raw -850478.698434 + Penalty 2920.757707 = -847557.940728
  nChanged 3
		SP:Iteration 60F (79212.350000 sec): 3 clusters
  Score: Raw -850480.402337 + Penalty 2920.757707 = -847559.644631
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79212.410000 sec): 2 clusters
  Score: Raw -142976.665767 + Penalty 1201.505222 = -141775.160545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79212.440000 sec): 3 clusters
  Score: Raw -142376.085510 + Penalty 2403.010444 = -139973.075065
  nChanged 543
		SP:Iteration 1F (79212.470000 sec): 3 clusters
  Score: Raw -142831.827426 + Penalty 2403.010444 = -140428.816982
  nChanged 137
		SP:Iteration 2F (79212.510000 sec): 3 clusters
  Score: Raw -142993.111349 + Penalty 2403.010444 = -140590.100904
  nChanged 110
		SP:Iteration 3F (79212.540000 sec): 3 clusters
  Score: Raw -143113.203306 + Penalty 2403.010444 = -140710.192862
  nChanged 96
		SP:Iteration 4F (79212.570000 sec): 3 clusters
  Score: Raw -143226.657929 + Penalty 2403.010444 = -140823.647485
  nChanged 71
		SP:Iteration 5Q (79212.610000 sec): 3 clusters
  Score: Raw -143315.592079 + Penalty 2403.010444 = -140912.581635
  nChanged 59
		SP:Iteration 6Q (79212.640000 sec): 3 clusters
  Score: Raw -143387.942212 + Penalty 2403.010444 = -140984.931768
  nChanged 55
		SP:Iteration 7Q (79212.670000 sec): 3 clusters
  Score: Raw -143445.342635 + Penalty 2403.010444 = -141042.332190
  nChanged 46
		SP:Iteration 8Q (79212.700000 sec): 3 clusters
  Score: Raw -143490.005976 + Penalty 2403.010444 = -141086.995531
  nChanged 41
		SP:Iteration 9Q (79212.730000 sec): 3 clusters
  Score: Raw -143540.843238 + Penalty 2403.010444 = -141137.832794
  nChanged 38
		SP:Iteration 10Q (79212.770000 sec): 3 clusters
  Score: Raw -143582.661687 + Penalty 2403.010444 = -141179.651243
  nChanged 34
		SP:Iteration 11Q (79212.800000 sec): 3 clusters
  Score: Raw -143608.237270 + Penalty 2403.010444 = -141205.226826
  nChanged 19
		SP:Iteration 12Q (79212.830000 sec): 3 clusters
  Score: Raw -143620.206266 + Penalty 2403.010444 = -141217.195822
  nChanged 14
		SP:Iteration 13Q (79212.860000 sec): 3 clusters
  Score: Raw -143630.005535 + Penalty 2403.010444 = -141226.995091
  nChanged 11
		SP:Iteration 14Q (79212.890000 sec): 3 clusters
  Score: Raw -143639.932531 + Penalty 2403.010444 = -141236.922086
  nChanged 14
		SP:Iteration 15Q (79212.920000 sec): 3 clusters
  Score: Raw -143647.698058 + Penalty 2403.010444 = -141244.687614
  nChanged 11
		SP:Iteration 16Q (79212.950000 sec): 3 clusters
  Score: Raw -143653.269504 + Penalty 2403.010444 = -141250.259060
  nChanged 9
		SP:Iteration 17Q (79212.980000 sec): 3 clusters
  Score: Raw -143659.805372 + Penalty 2403.010444 = -141256.794928
  nChanged 13
		SP:Iteration 18Q (79213.010000 sec): 3 clusters
  Score: Raw -143666.007249 + Penalty 2403.010444 = -141262.996804
  nChanged 7
		SP:Iteration 19Q (79213.050000 sec): 3 clusters
  Score: Raw -143669.909374 + Penalty 2403.010444 = -141266.898930
  nChanged 6
		SP:Iteration 20F (79213.070000 sec): 3 clusters
  Score: Raw -143672.920581 + Penalty 2403.010444 = -141269.910137
  nChanged 8
		SP:Iteration 21Q (79213.110000 sec): 3 clusters
  Score: Raw -143682.046992 + Penalty 2403.010444 = -141279.036548
  nChanged 10
		SP:Iteration 22Q (79213.140000 sec): 3 clusters
  Score: Raw -143690.096484 + Penalty 2403.010444 = -141287.086040
  nChanged 14
		SP:Iteration 23Q (79213.170000 sec): 3 clusters
  Score: Raw -143701.440177 + Penalty 2403.010444 = -141298.429733
  nChanged 13
		SP:Iteration 24Q (79213.200000 sec): 3 clusters
  Score: Raw -143712.396490 + Penalty 2403.010444 = -141309.386046
  nChanged 12
		SP:Iteration 25Q (79213.230000 sec): 3 clusters
  Score: Raw -143723.085168 + Penalty 2403.010444 = -141320.074723
  nChanged 7
		SP:Iteration 26Q (79213.260000 sec): 3 clusters
  Score: Raw -143729.110256 + Penalty 2403.010444 = -141326.099812
  nChanged 6
		SP:Iteration 27Q (79213.290000 sec): 3 clusters
  Score: Raw -143733.551613 + Penalty 2403.010444 = -141330.541169
  nChanged 4
		SP:Iteration 28Q (79213.320000 sec): 3 clusters
  Score: Raw -143736.805173 + Penalty 2403.010444 = -141333.794729
  nChanged 6
		SP:Iteration 29Q (79213.350000 sec): 3 clusters
  Score: Raw -143741.323965 + Penalty 2403.010444 = -141338.313520
  nChanged 7
		SP:Iteration 30Q (79213.390000 sec): 3 clusters
  Score: Raw -143749.819348 + Penalty 2403.010444 = -141346.808904
  nChanged 9
		SP:Iteration 31Q (79213.410000 sec): 3 clusters
  Score: Raw -143761.652498 + Penalty 2403.010444 = -141358.642054
  nChanged 9
		SP:Iteration 32Q (79213.450000 sec): 3 clusters
  Score: Raw -143766.513956 + Penalty 2403.010444 = -141363.503511
  nChanged 6
		SP:Iteration 33Q (79213.480000 sec): 3 clusters
  Score: Raw -143771.162916 + Penalty 2403.010444 = -141368.152471
  nChanged 2
		SP:Iteration 34Q (79213.510000 sec): 3 clusters
  Score: Raw -143772.032791 + Penalty 2403.010444 = -141369.022346
  nChanged 3
		SP:Iteration 35Q (79213.550000 sec): 3 clusters
  Score: Raw -143773.886507 + Penalty 2403.010444 = -141370.876063
  nChanged 2
		SP:Iteration 36Q (79213.570000 sec): 3 clusters
  Score: Raw -143774.713033 + Penalty 2403.010444 = -141371.702589
  nChanged 1
		SP:Iteration 37Q (79213.610000 sec): 3 clusters
  Score: Raw -143775.518344 + Penalty 2403.010444 = -141372.507899
  nChanged 0
		SP:Iteration 38F (79213.640000 sec): 3 clusters
  Score: Raw -143775.518344 + Penalty 2403.010444 = -141372.507899
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79213.700000 sec): 2 clusters
  Score: Raw -195487.712801 + Penalty 1228.851265 = -194258.861536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79213.740000 sec): 3 clusters
  Score: Raw -194645.354529 + Penalty 2457.702530 = -192187.651999
  nChanged 654
		SP:Iteration 1F (79213.780000 sec): 3 clusters
  Score: Raw -195089.441815 + Penalty 2457.702530 = -192631.739285
  nChanged 147
		SP:Iteration 2F (79213.810000 sec): 3 clusters
  Score: Raw -195198.020341 + Penalty 2457.702530 = -192740.317811
  nChanged 92
		SP:Iteration 3Q (79213.850000 sec): 3 clusters
  Score: Raw -195267.481597 + Penalty 2457.702530 = -192809.779066
  nChanged 70
		SP:Iteration 4Q (79213.890000 sec): 3 clusters
  Score: Raw -195306.381902 + Penalty 2457.702530 = -192848.679372
  nChanged 42
		SP:Iteration 5Q (79213.930000 sec): 3 clusters
  Score: Raw -195332.847092 + Penalty 2457.702530 = -192875.144562
  nChanged 30
		SP:Iteration 6Q (79213.970000 sec): 3 clusters
  Score: Raw -195347.574092 + Penalty 2457.702530 = -192889.871562
  nChanged 22
		SP:Iteration 7Q (79214.010000 sec): 3 clusters
  Score: Raw -195359.855700 + Penalty 2457.702530 = -192902.153170
  nChanged 20
		SP:Iteration 8Q (79214.050000 sec): 3 clusters
  Score: Raw -195370.847133 + Penalty 2457.702530 = -192913.144603
  nChanged 14
		SP:Iteration 9Q (79214.080000 sec): 3 clusters
  Score: Raw -195377.450350 + Penalty 2457.702530 = -192919.747820
  nChanged 11
		SP:Iteration 10Q (79214.120000 sec): 3 clusters
  Score: Raw -195383.234641 + Penalty 2457.702530 = -192925.532111
  nChanged 12
		SP:Iteration 11Q (79214.160000 sec): 3 clusters
  Score: Raw -195389.765017 + Penalty 2457.702530 = -192932.062487
  nChanged 8
		SP:Iteration 12Q (79214.200000 sec): 3 clusters
  Score: Raw -195392.175507 + Penalty 2457.702530 = -192934.472977
  nChanged 7
		SP:Iteration 13Q (79214.230000 sec): 3 clusters
  Score: Raw -195394.492633 + Penalty 2457.702530 = -192936.790103
  nChanged 6
		SP:Iteration 14Q (79214.270000 sec): 3 clusters
  Score: Raw -195398.380869 + Penalty 2457.702530 = -192940.678339
  nChanged 6
		SP:Iteration 15Q (79214.310000 sec): 3 clusters
  Score: Raw -195401.990634 + Penalty 2457.702530 = -192944.288104
  nChanged 7
		SP:Iteration 16Q (79214.350000 sec): 3 clusters
  Score: Raw -195405.294544 + Penalty 2457.702530 = -192947.592014
  nChanged 4
		SP:Iteration 17Q (79214.390000 sec): 3 clusters
  Score: Raw -195406.204690 + Penalty 2457.702530 = -192948.502160
  nChanged 5
		SP:Iteration 18Q (79214.430000 sec): 3 clusters
  Score: Raw -195407.705647 + Penalty 2457.702530 = -192950.003117
  nChanged 4
		SP:Iteration 19Q (79214.470000 sec): 3 clusters
  Score: Raw -195409.189125 + Penalty 2457.702530 = -192951.486594
  nChanged 2
		SP:Iteration 20F (79214.500000 sec): 3 clusters
  Score: Raw -195409.421041 + Penalty 2457.702530 = -192951.718511
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79214.580000 sec): 2 clusters
  Score: Raw -378912.322295 + Penalty 1344.914140 = -377567.408156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79214.660000 sec): 3 clusters
  Score: Raw -376929.132922 + Penalty 2689.828279 = -374239.304643
  nChanged 1565
		SP:Iteration 1F (79214.740000 sec): 3 clusters
  Score: Raw -377807.259660 + Penalty 2689.828279 = -375117.431381
  nChanged 323
		SP:Iteration 2F (79214.820000 sec): 3 clusters
  Score: Raw -378012.978718 + Penalty 2689.828279 = -375323.150439
  nChanged 233
		SP:Iteration 3F (79214.890000 sec): 3 clusters
  Score: Raw -378155.399423 + Penalty 2689.828279 = -375465.571144
  nChanged 177
		SP:Iteration 4Q (79214.970000 sec): 3 clusters
  Score: Raw -378260.436246 + Penalty 2689.828279 = -375570.607967
  nChanged 161
		SP:Iteration 5Q (79215.050000 sec): 3 clusters
  Score: Raw -378353.702814 + Penalty 2689.828279 = -375663.874535
  nChanged 145
		SP:Iteration 6Q (79215.120000 sec): 3 clusters
  Score: Raw -378449.572203 + Penalty 2689.828279 = -375759.743924
  nChanged 146
		SP:Iteration 7Q (79215.200000 sec): 3 clusters
  Score: Raw -378542.392087 + Penalty 2689.828279 = -375852.563808
  nChanged 151
		SP:Iteration 8Q (79215.270000 sec): 3 clusters
  Score: Raw -378657.535212 + Penalty 2689.828279 = -375967.706933
  nChanged 150
		SP:Iteration 9Q (79215.350000 sec): 3 clusters
  Score: Raw -378769.927763 + Penalty 2689.828279 = -376080.099483
  nChanged 125
		SP:Iteration 10Q (79215.430000 sec): 3 clusters
  Score: Raw -378863.004609 + Penalty 2689.828279 = -376173.176330
  nChanged 121
		SP:Iteration 11Q (79215.510000 sec): 3 clusters
  Score: Raw -378952.092396 + Penalty 2689.828279 = -376262.264117
  nChanged 113
		SP:Iteration 12Q (79215.580000 sec): 3 clusters
  Score: Raw -379051.045452 + Penalty 2689.828279 = -376361.217173
  nChanged 116
		SP:Iteration 13Q (79215.660000 sec): 3 clusters
  Score: Raw -379127.973712 + Penalty 2689.828279 = -376438.145433
  nChanged 76
		SP:Iteration 14Q (79215.730000 sec): 3 clusters
  Score: Raw -379169.294912 + Penalty 2689.828279 = -376479.466633
  nChanged 56
		SP:Iteration 15Q (79215.810000 sec): 3 clusters
  Score: Raw -379199.770663 + Penalty 2689.828279 = -376509.942384
  nChanged 48
		SP:Iteration 16Q (79215.880000 sec): 3 clusters
  Score: Raw -379228.979403 + Penalty 2689.828279 = -376539.151124
  nChanged 41
		SP:Iteration 17Q (79215.950000 sec): 3 clusters
  Score: Raw -379248.161362 + Penalty 2689.828279 = -376558.333083
  nChanged 34
		SP:Iteration 18Q (79216.030000 sec): 3 clusters
  Score: Raw -379261.584317 + Penalty 2689.828279 = -376571.756038
  nChanged 27
		SP:Iteration 19Q (79216.110000 sec): 3 clusters
  Score: Raw -379276.672346 + Penalty 2689.828279 = -376586.844067
  nChanged 28
		SP:Iteration 20F (79216.180000 sec): 3 clusters
  Score: Raw -379288.182249 + Penalty 2689.828279 = -376598.353970
  nChanged 24
		SP:Iteration 21Q (79216.260000 sec): 3 clusters
  Score: Raw -379299.549139 + Penalty 2689.828279 = -376609.720860
  nChanged 28
		SP:Iteration 22Q (79216.330000 sec): 3 clusters
  Score: Raw -379313.097696 + Penalty 2689.828279 = -376623.269416
  nChanged 29
		SP:Iteration 23Q (79216.410000 sec): 3 clusters
  Score: Raw -379323.499185 + Penalty 2689.828279 = -376633.670906
  nChanged 15
		SP:Iteration 24Q (79216.480000 sec): 3 clusters
  Score: Raw -379329.213522 + Penalty 2689.828279 = -376639.385243
  nChanged 11
		SP:Iteration 25Q (79216.560000 sec): 3 clusters
  Score: Raw -379334.546332 + Penalty 2689.828279 = -376644.718053
  nChanged 13
		SP:Iteration 26Q (79216.630000 sec): 3 clusters
  Score: Raw -379339.625232 + Penalty 2689.828279 = -376649.796953
  nChanged 10
		SP:Iteration 27Q (79216.710000 sec): 3 clusters
  Score: Raw -379342.780397 + Penalty 2689.828279 = -376652.952118
  nChanged 8
		SP:Iteration 28Q (79216.780000 sec): 3 clusters
  Score: Raw -379345.582524 + Penalty 2689.828279 = -376655.754245
  nChanged 5
		SP:Iteration 29Q (79216.850000 sec): 3 clusters
  Score: Raw -379348.466894 + Penalty 2689.828279 = -376658.638615
  nChanged 8
		SP:Iteration 30Q (79216.930000 sec): 3 clusters
  Score: Raw -379351.606276 + Penalty 2689.828279 = -376661.777997
  nChanged 4
		SP:Iteration 31Q (79217.010000 sec): 3 clusters
  Score: Raw -379352.331332 + Penalty 2689.828279 = -376662.503053
  nChanged 3
		SP:Iteration 32Q (79217.080000 sec): 3 clusters
  Score: Raw -379353.049513 + Penalty 2689.828279 = -376663.221234
  nChanged 3
		SP:Iteration 33Q (79217.150000 sec): 3 clusters
  Score: Raw -379353.408710 + Penalty 2689.828279 = -376663.580430
  nChanged 0
		SP:Iteration 34F (79217.230000 sec): 3 clusters
  Score: Raw -379353.408710 + Penalty 2689.828279 = -376663.580430
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (11773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79217.380000 sec): 2 clusters
  Score: Raw -1127897.676765 + Penalty 1523.204159 = -1126374.472606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79217.550000 sec): 3 clusters
  Score: Raw -1121161.296447 + Penalty 3046.408317 = -1118114.888130
  nChanged 5113
		SP:Iteration 1F (79217.730000 sec): 3 clusters
  Score: Raw -1124019.238830 + Penalty 3046.408317 = -1120972.830513
  nChanged 775
		SP:Iteration 2F (79217.900000 sec): 3 clusters
  Score: Raw -1124399.762285 + Penalty 3046.408317 = -1121353.353967
  nChanged 650
		SP:Iteration 3F (79218.070000 sec): 3 clusters
  Score: Raw -1124701.993688 + Penalty 3046.408317 = -1121655.585371
  nChanged 586
		SP:Iteration 4Q (79218.260000 sec): 3 clusters
  Score: Raw -1124973.131689 + Penalty 3046.408317 = -1121926.723371
  nChanged 541
		SP:Iteration 5Q (79218.430000 sec): 3 clusters
  Score: Raw -1125268.778590 + Penalty 3046.408317 = -1122222.370273
  nChanged 582
		SP:Iteration 6Q (79218.620000 sec): 3 clusters
  Score: Raw -1125596.895525 + Penalty 3046.408317 = -1122550.487208
  nChanged 532
		SP:Iteration 7Q (79218.800000 sec): 3 clusters
  Score: Raw -1125910.553899 + Penalty 3046.408317 = -1122864.145582
  nChanged 532
		SP:Iteration 8Q (79218.970000 sec): 3 clusters
  Score: Raw -1126240.265590 + Penalty 3046.408317 = -1123193.857272
  nChanged 522
		SP:Iteration 9Q (79219.160000 sec): 3 clusters
  Score: Raw -1126567.522466 + Penalty 3046.408317 = -1123521.114149
  nChanged 478
		SP:Iteration 10Q (79219.340000 sec): 3 clusters
  Score: Raw -1126862.932143 + Penalty 3046.408317 = -1123816.523826
  nChanged 407
		SP:Iteration 11Q (79219.540000 sec): 3 clusters
  Score: Raw -1127104.134926 + Penalty 3046.408317 = -1124057.726609
  nChanged 361
		SP:Iteration 12Q (79219.720000 sec): 3 clusters
  Score: Raw -1127338.760663 + Penalty 3046.408317 = -1124292.352346
  nChanged 350
		SP:Iteration 13Q (79219.890000 sec): 3 clusters
  Score: Raw -1127578.907586 + Penalty 3046.408317 = -1124532.499269
  nChanged 283
		SP:Iteration 14Q (79220.090000 sec): 3 clusters
  Score: Raw -1127771.609530 + Penalty 3046.408317 = -1124725.201213
  nChanged 231
		SP:Iteration 15Q (79220.270000 sec): 3 clusters
  Score: Raw -1127906.137435 + Penalty 3046.408317 = -1124859.729118
  nChanged 204
		SP:Iteration 16Q (79220.430000 sec): 3 clusters
  Score: Raw -1128023.820380 + Penalty 3046.408317 = -1124977.412063
  nChanged 162
		SP:Iteration 17Q (79220.610000 sec): 3 clusters
  Score: Raw -1128112.233776 + Penalty 3046.408317 = -1125065.825459
  nChanged 135
		SP:Iteration 18Q (79220.780000 sec): 3 clusters
  Score: Raw -1128173.507897 + Penalty 3046.408317 = -1125127.099580
  nChanged 110
		SP:Iteration 19Q (79220.980000 sec): 3 clusters
  Score: Raw -1128223.271590 + Penalty 3046.408317 = -1125176.863273
  nChanged 94
		SP:Iteration 20F (79221.150000 sec): 3 clusters
  Score: Raw -1128269.732651 + Penalty 3046.408317 = -1125223.324334
  nChanged 76
		SP:Iteration 21Q (79221.320000 sec): 3 clusters
  Score: Raw -1128303.429401 + Penalty 3046.408317 = -1125257.021084
  nChanged 74
		SP:Iteration 22Q (79221.490000 sec): 3 clusters
  Score: Raw -1128339.308337 + Penalty 3046.408317 = -1125292.900019
  nChanged 72
		SP:Iteration 23Q (79221.650000 sec): 3 clusters
  Score: Raw -1128373.546698 + Penalty 3046.408317 = -1125327.138380
  nChanged 61
		SP:Iteration 24Q (79221.830000 sec): 3 clusters
  Score: Raw -1128404.152771 + Penalty 3046.408317 = -1125357.744454
  nChanged 52
		SP:Iteration 25Q (79221.990000 sec): 3 clusters
  Score: Raw -1128424.706766 + Penalty 3046.408317 = -1125378.298449
  nChanged 36
		SP:Iteration 26Q (79222.170000 sec): 3 clusters
  Score: Raw -1128436.059755 + Penalty 3046.408317 = -1125389.651438
  nChanged 25
		SP:Iteration 27Q (79222.340000 sec): 3 clusters
  Score: Raw -1128443.043259 + Penalty 3046.408317 = -1125396.634942
  nChanged 17
		SP:Iteration 28Q (79222.530000 sec): 3 clusters
  Score: Raw -1128447.149798 + Penalty 3046.408317 = -1125400.741481
  nChanged 14
		SP:Iteration 29Q (79222.690000 sec): 3 clusters
  Score: Raw -1128450.831057 + Penalty 3046.408317 = -1125404.422740
  nChanged 10
		SP:Iteration 30Q (79222.880000 sec): 3 clusters
  Score: Raw -1128453.203143 + Penalty 3046.408317 = -1125406.794826
  nChanged 10
		SP:Iteration 31Q (79223.040000 sec): 3 clusters
  Score: Raw -1128456.550311 + Penalty 3046.408317 = -1125410.141994
  nChanged 12
		SP:Iteration 32Q (79223.200000 sec): 3 clusters
  Score: Raw -1128459.641669 + Penalty 3046.408317 = -1125413.233352
  nChanged 5
		SP:Iteration 33Q (79223.380000 sec): 3 clusters
  Score: Raw -1128460.553382 + Penalty 3046.408317 = -1125414.145065
  nChanged 5
		SP:Iteration 34Q (79223.540000 sec): 3 clusters
  Score: Raw -1128461.889029 + Penalty 3046.408317 = -1125415.480712
  nChanged 4
		SP:Iteration 35Q (79223.710000 sec): 3 clusters
  Score: Raw -1128462.697360 + Penalty 3046.408317 = -1125416.289043
  nChanged 2
		SP:Iteration 36Q (79223.870000 sec): 3 clusters
  Score: Raw -1128463.207532 + Penalty 3046.408317 = -1125416.799214
  nChanged 1
		SP:Iteration 37Q (79224.060000 sec): 3 clusters
  Score: Raw -1128463.976989 + Penalty 3046.408317 = -1125417.568672
  nChanged 4
		SP:Iteration 38Q (79224.220000 sec): 3 clusters
  Score: Raw -1128464.821500 + Penalty 3046.408317 = -1125418.413183
  nChanged 4
		SP:Iteration 39Q (79224.400000 sec): 3 clusters
  Score: Raw -1128465.770117 + Penalty 3046.408317 = -1125419.361799
  nChanged 3
		SP:Iteration 40F (79224.570000 sec): 3 clusters
  Score: Raw -1128466.656143 + Penalty 3046.408317 = -1125420.247826
  nChanged 2
		SP:Iteration 41Q (79224.760000 sec): 3 clusters
  Score: Raw -1128467.122527 + Penalty 3046.408317 = -1125420.714210
  nChanged 3
		SP:Iteration 42Q (79224.930000 sec): 3 clusters
  Score: Raw -1128467.587734 + Penalty 3046.408317 = -1125421.179417
  nChanged 4
		SP:Iteration 43Q (79225.090000 sec): 3 clusters
  Score: Raw -1128468.364238 + Penalty 3046.408317 = -1125421.955920
  nChanged 2
		SP:Iteration 44Q (79225.260000 sec): 3 clusters
  Score: Raw -1128468.997327 + Penalty 3046.408317 = -1125422.589009
  nChanged 4
		SP:Iteration 45Q (79225.420000 sec): 3 clusters
  Score: Raw -1128470.073771 + Penalty 3046.408317 = -1125423.665454
  nChanged 5
		SP:Iteration 46Q (79225.600000 sec): 3 clusters
  Score: Raw -1128471.212410 + Penalty 3046.408317 = -1125424.804092
  nChanged 2
		SP:Iteration 47Q (79225.770000 sec): 3 clusters
  Score: Raw -1128471.654386 + Penalty 3046.408317 = -1125425.246069
  nChanged 3
		SP:Iteration 48Q (79225.940000 sec): 3 clusters
  Score: Raw -1128472.008594 + Penalty 3046.408317 = -1125425.600276
  nChanged 1
		SP:Iteration 49Q (79226.100000 sec): 3 clusters
  Score: Raw -1128472.753922 + Penalty 3046.408317 = -1125426.345604
  nChanged 3
		SP:Iteration 50Q (79226.290000 sec): 3 clusters
  Score: Raw -1128473.149080 + Penalty 3046.408317 = -1125426.740763
  nChanged 2
		SP:Iteration 51Q (79226.450000 sec): 3 clusters
  Score: Raw -1128473.344638 + Penalty 3046.408317 = -1125426.936320
  nChanged 0
		SP:Iteration 52F (79226.630000 sec): 3 clusters
  Score: Raw -1128473.344638 + Penalty 3046.408317 = -1125426.936320
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79226.710000 sec): 2 clusters
  Score: Raw -469332.767793 + Penalty 1383.294669 = -467949.473124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79226.840000 sec): 3 clusters
  Score: Raw -466727.612380 + Penalty 2766.589338 = -463961.023042
  nChanged 2046
		SP:Iteration 1F (79226.930000 sec): 3 clusters
  Score: Raw -467861.877235 + Penalty 2766.589338 = -465095.287897
  nChanged 414
		SP:Iteration 2F (79227.020000 sec): 3 clusters
  Score: Raw -468122.233851 + Penalty 2766.589338 = -465355.644512
  nChanged 313
		SP:Iteration 3F (79227.110000 sec): 3 clusters
  Score: Raw -468327.613665 + Penalty 2766.589338 = -465561.024327
  nChanged 265
		SP:Iteration 4F (79227.200000 sec): 3 clusters
  Score: Raw -468476.813964 + Penalty 2766.589338 = -465710.224626
  nChanged 232
		SP:Iteration 5Q (79227.300000 sec): 3 clusters
  Score: Raw -468599.388297 + Penalty 2766.589338 = -465832.798959
  nChanged 183
		SP:Iteration 6Q (79227.400000 sec): 3 clusters
  Score: Raw -468697.740390 + Penalty 2766.589338 = -465931.151052
  nChanged 173
		SP:Iteration 7Q (79227.490000 sec): 3 clusters
  Score: Raw -468784.980993 + Penalty 2766.589338 = -466018.391655
  nChanged 139
		SP:Iteration 8Q (79227.590000 sec): 3 clusters
  Score: Raw -468848.804732 + Penalty 2766.589338 = -466082.215394
  nChanged 136
		SP:Iteration 9Q (79227.680000 sec): 3 clusters
  Score: Raw -468920.569913 + Penalty 2766.589338 = -466153.980575
  nChanged 140
		SP:Iteration 10Q (79227.780000 sec): 3 clusters
  Score: Raw -468998.177199 + Penalty 2766.589338 = -466231.587861
  nChanged 114
		SP:Iteration 11Q (79227.870000 sec): 3 clusters
  Score: Raw -469053.687542 + Penalty 2766.589338 = -466287.098204
  nChanged 101
		SP:Iteration 12Q (79227.970000 sec): 3 clusters
  Score: Raw -469113.187668 + Penalty 2766.589338 = -466346.598330
  nChanged 87
		SP:Iteration 13Q (79228.060000 sec): 3 clusters
  Score: Raw -469148.394106 + Penalty 2766.589338 = -466381.804767
  nChanged 66
		SP:Iteration 14Q (79228.160000 sec): 3 clusters
  Score: Raw -469175.040228 + Penalty 2766.589338 = -466408.450890
  nChanged 57
		SP:Iteration 15Q (79228.250000 sec): 3 clusters
  Score: Raw -469197.975364 + Penalty 2766.589338 = -466431.386026
  nChanged 51
		SP:Iteration 16Q (79228.350000 sec): 3 clusters
  Score: Raw -469221.165515 + Penalty 2766.589338 = -466454.576177
  nChanged 52
		SP:Iteration 17Q (79228.440000 sec): 3 clusters
  Score: Raw -469250.452639 + Penalty 2766.589338 = -466483.863301
  nChanged 60
		SP:Iteration 18Q (79228.530000 sec): 3 clusters
  Score: Raw -469287.603468 + Penalty 2766.589338 = -466521.014130
  nChanged 71
		SP:Iteration 19Q (79228.630000 sec): 3 clusters
  Score: Raw -469331.452863 + Penalty 2766.589338 = -466564.863525
  nChanged 73
		SP:Iteration 20F (79228.720000 sec): 3 clusters
  Score: Raw -469371.185613 + Penalty 2766.589338 = -466604.596275
  nChanged 60
		SP:Iteration 21Q (79228.810000 sec): 3 clusters
  Score: Raw -469411.578718 + Penalty 2766.589338 = -466644.989379
  nChanged 48
		SP:Iteration 22Q (79228.910000 sec): 3 clusters
  Score: Raw -469443.730605 + Penalty 2766.589338 = -466677.141267
  nChanged 57
		SP:Iteration 23Q (79229.000000 sec): 3 clusters
  Score: Raw -469480.407759 + Penalty 2766.589338 = -466713.818421
  nChanged 43
		SP:Iteration 24Q (79229.090000 sec): 3 clusters
  Score: Raw -469497.771391 + Penalty 2766.589338 = -466731.182052
  nChanged 26
		SP:Iteration 25Q (79229.180000 sec): 3 clusters
  Score: Raw -469508.500117 + Penalty 2766.589338 = -466741.910779
  nChanged 23
		SP:Iteration 26Q (79229.270000 sec): 3 clusters
  Score: Raw -469519.814493 + Penalty 2766.589338 = -466753.225155
  nChanged 29
		SP:Iteration 27Q (79229.370000 sec): 3 clusters
  Score: Raw -469534.179865 + Penalty 2766.589338 = -466767.590527
  nChanged 26
		SP:Iteration 28Q (79229.460000 sec): 3 clusters
  Score: Raw -469545.474362 + Penalty 2766.589338 = -466778.885024
  nChanged 26
		SP:Iteration 29Q (79229.550000 sec): 3 clusters
  Score: Raw -469555.564749 + Penalty 2766.589338 = -466788.975411
  nChanged 15
		SP:Iteration 30Q (79229.640000 sec): 3 clusters
  Score: Raw -469562.251032 + Penalty 2766.589338 = -466795.661694
  nChanged 17
		SP:Iteration 31Q (79229.730000 sec): 3 clusters
  Score: Raw -469568.102073 + Penalty 2766.589338 = -466801.512735
  nChanged 15
		SP:Iteration 32Q (79229.830000 sec): 3 clusters
  Score: Raw -469574.113523 + Penalty 2766.589338 = -466807.524185
  nChanged 15
		SP:Iteration 33Q (79229.910000 sec): 3 clusters
  Score: Raw -469580.048742 + Penalty 2766.589338 = -466813.459404
  nChanged 8
		SP:Iteration 34Q (79230.010000 sec): 3 clusters
  Score: Raw -469582.886729 + Penalty 2766.589338 = -466816.297391
  nChanged 8
		SP:Iteration 35Q (79230.100000 sec): 3 clusters
  Score: Raw -469585.518023 + Penalty 2766.589338 = -466818.928685
  nChanged 7
		SP:Iteration 36Q (79230.190000 sec): 3 clusters
  Score: Raw -469587.918521 + Penalty 2766.589338 = -466821.329183
  nChanged 5
		SP:Iteration 37Q (79230.280000 sec): 3 clusters
  Score: Raw -469589.471423 + Penalty 2766.589338 = -466822.882085
  nChanged 8
		SP:Iteration 38Q (79230.370000 sec): 3 clusters
  Score: Raw -469591.361220 + Penalty 2766.589338 = -466824.771882
  nChanged 6
		SP:Iteration 39Q (79230.470000 sec): 3 clusters
  Score: Raw -469592.859090 + Penalty 2766.589338 = -466826.269751
  nChanged 2
		SP:Iteration 40F (79230.560000 sec): 3 clusters
  Score: Raw -469593.108463 + Penalty 2766.589338 = -466826.519125
  nChanged 1
		SP:Iteration 41Q (79230.650000 sec): 3 clusters
  Score: Raw -469593.327689 + Penalty 2766.589338 = -466826.738351
  nChanged 0
		SP:Iteration 42F (79230.740000 sec): 3 clusters
  Score: Raw -469593.327689 + Penalty 2766.589338 = -466826.738351
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79230.830000 sec): 2 clusters
  Score: Raw -538542.061774 + Penalty 1386.142780 = -537155.918993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79230.940000 sec): 3 clusters
  Score: Raw -535872.451879 + Penalty 2772.285560 = -533100.166319
  nChanged 2102
		SP:Iteration 1F (79231.030000 sec): 3 clusters
  Score: Raw -537023.585354 + Penalty 2772.285560 = -534251.299794
  nChanged 333
		SP:Iteration 2F (79231.130000 sec): 3 clusters
  Score: Raw -537169.061020 + Penalty 2772.285560 = -534396.775460
  nChanged 214
		SP:Iteration 3Q (79231.230000 sec): 3 clusters
  Score: Raw -537254.485158 + Penalty 2772.285560 = -534482.199597
  nChanged 166
		SP:Iteration 4Q (79231.330000 sec): 3 clusters
  Score: Raw -537319.290111 + Penalty 2772.285560 = -534547.004551
  nChanged 146
		SP:Iteration 5Q (79231.430000 sec): 3 clusters
  Score: Raw -537372.103610 + Penalty 2772.285560 = -534599.818050
  nChanged 128
		SP:Iteration 6Q (79231.530000 sec): 3 clusters
  Score: Raw -537417.761431 + Penalty 2772.285560 = -534645.475871
  nChanged 100
		SP:Iteration 7Q (79231.630000 sec): 3 clusters
  Score: Raw -537453.280493 + Penalty 2772.285560 = -534680.994932
  nChanged 102
		SP:Iteration 8Q (79231.730000 sec): 3 clusters
  Score: Raw -537488.342608 + Penalty 2772.285560 = -534716.057047
  nChanged 97
		SP:Iteration 9Q (79231.830000 sec): 3 clusters
  Score: Raw -537514.828268 + Penalty 2772.285560 = -534742.542707
  nChanged 84
		SP:Iteration 10Q (79231.930000 sec): 3 clusters
  Score: Raw -537545.105660 + Penalty 2772.285560 = -534772.820100
  nChanged 100
		SP:Iteration 11Q (79232.030000 sec): 3 clusters
  Score: Raw -537581.924977 + Penalty 2772.285560 = -534809.639417
  nChanged 117
		SP:Iteration 12Q (79232.130000 sec): 3 clusters
  Score: Raw -537635.322072 + Penalty 2772.285560 = -534863.036512
  nChanged 122
		SP:Iteration 13Q (79232.230000 sec): 3 clusters
  Score: Raw -537692.052878 + Penalty 2772.285560 = -534919.767318
  nChanged 135
		SP:Iteration 14Q (79232.330000 sec): 3 clusters
  Score: Raw -537758.943006 + Penalty 2772.285560 = -534986.657445
  nChanged 155
		SP:Iteration 15Q (79232.430000 sec): 3 clusters
  Score: Raw -537839.770085 + Penalty 2772.285560 = -535067.484525
  nChanged 155
		SP:Iteration 16Q (79232.530000 sec): 3 clusters
  Score: Raw -537923.842254 + Penalty 2772.285560 = -535151.556694
  nChanged 144
		SP:Iteration 17Q (79232.620000 sec): 3 clusters
  Score: Raw -538017.617383 + Penalty 2772.285560 = -535245.331822
  nChanged 156
		SP:Iteration 18Q (79232.720000 sec): 3 clusters
  Score: Raw -538122.035833 + Penalty 2772.285560 = -535349.750273
  nChanged 141
		SP:Iteration 19Q (79232.820000 sec): 3 clusters
  Score: Raw -538216.087835 + Penalty 2772.285560 = -535443.802274
  nChanged 117
		SP:Iteration 20F (79232.920000 sec): 3 clusters
  Score: Raw -538290.811264 + Penalty 2772.285560 = -535518.525703
  nChanged 97
		SP:Iteration 21Q (79233.020000 sec): 3 clusters
  Score: Raw -538352.886250 + Penalty 2772.285560 = -535580.600690
  nChanged 74
		SP:Iteration 22Q (79233.110000 sec): 3 clusters
  Score: Raw -538404.776734 + Penalty 2772.285560 = -535632.491174
  nChanged 65
		SP:Iteration 23Q (79233.210000 sec): 3 clusters
  Score: Raw -538454.553544 + Penalty 2772.285560 = -535682.267984
  nChanged 66
		SP:Iteration 24Q (79233.310000 sec): 3 clusters
  Score: Raw -538507.015845 + Penalty 2772.285560 = -535734.730285
  nChanged 51
		SP:Iteration 25Q (79233.400000 sec): 3 clusters
  Score: Raw -538548.237832 + Penalty 2772.285560 = -535775.952271
  nChanged 39
		SP:Iteration 26Q (79233.500000 sec): 3 clusters
  Score: Raw -538576.380885 + Penalty 2772.285560 = -535804.095325
  nChanged 28
		SP:Iteration 27Q (79233.590000 sec): 3 clusters
  Score: Raw -538598.011564 + Penalty 2772.285560 = -535825.726003
  nChanged 24
		SP:Iteration 28Q (79233.690000 sec): 3 clusters
  Score: Raw -538620.914864 + Penalty 2772.285560 = -535848.629303
  nChanged 28
		SP:Iteration 29Q (79233.780000 sec): 3 clusters
  Score: Raw -538643.465737 + Penalty 2772.285560 = -535871.180177
  nChanged 15
		SP:Iteration 30Q (79233.870000 sec): 3 clusters
  Score: Raw -538655.067452 + Penalty 2772.285560 = -535882.781892
  nChanged 10
		SP:Iteration 31Q (79233.970000 sec): 3 clusters
  Score: Raw -538663.072541 + Penalty 2772.285560 = -535890.786981
  nChanged 12
		SP:Iteration 32Q (79234.070000 sec): 3 clusters
  Score: Raw -538671.910641 + Penalty 2772.285560 = -535899.625080
  nChanged 12
		SP:Iteration 33Q (79234.160000 sec): 3 clusters
  Score: Raw -538683.068156 + Penalty 2772.285560 = -535910.782595
  nChanged 9
		SP:Iteration 34Q (79234.260000 sec): 3 clusters
  Score: Raw -538691.685723 + Penalty 2772.285560 = -535919.400162
  nChanged 4
		SP:Iteration 35Q (79234.350000 sec): 3 clusters
  Score: Raw -538693.720951 + Penalty 2772.285560 = -535921.435390
  nChanged 2
		SP:Iteration 36Q (79234.450000 sec): 3 clusters
  Score: Raw -538697.118232 + Penalty 2772.285560 = -535924.832672
  nChanged 6
		SP:Iteration 37Q (79234.540000 sec): 3 clusters
  Score: Raw -538702.828157 + Penalty 2772.285560 = -535930.542597
  nChanged 2
		SP:Iteration 38Q (79234.640000 sec): 3 clusters
  Score: Raw -538705.519599 + Penalty 2772.285560 = -535933.234038
  nChanged 2
		SP:Iteration 39Q (79234.730000 sec): 3 clusters
  Score: Raw -538707.015449 + Penalty 2772.285560 = -535934.729888
  nChanged 2
		SP:Iteration 40F (79234.830000 sec): 3 clusters
  Score: Raw -538709.225132 + Penalty 2772.285560 = -535936.939572
  nChanged 1
		SP:Iteration 41Q (79234.930000 sec): 3 clusters
  Score: Raw -538710.346489 + Penalty 2772.285560 = -535938.060928
  nChanged 0
		SP:Iteration 42F (79235.020000 sec): 3 clusters
  Score: Raw -538710.346489 + Penalty 2772.285560 = -535938.060928
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (4047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79235.100000 sec): 2 clusters
  Score: Raw -383515.204215 + Penalty 1349.681311 = -382165.522904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79235.180000 sec): 3 clusters
  Score: Raw -381511.595106 + Penalty 2699.362622 = -378812.232483
  nChanged 1618
		SP:Iteration 1F (79235.270000 sec): 3 clusters
  Score: Raw -382517.261081 + Penalty 2699.362622 = -379817.898459
  nChanged 341
		SP:Iteration 2F (79235.340000 sec): 3 clusters
  Score: Raw -382748.869808 + Penalty 2699.362622 = -380049.507186
  nChanged 263
		SP:Iteration 3F (79235.420000 sec): 3 clusters
  Score: Raw -382931.476118 + Penalty 2699.362622 = -380232.113496
  nChanged 201
		SP:Iteration 4Q (79235.490000 sec): 3 clusters
  Score: Raw -383078.109617 + Penalty 2699.362622 = -380378.746995
  nChanged 181
		SP:Iteration 5Q (79235.570000 sec): 3 clusters
  Score: Raw -383196.336628 + Penalty 2699.362622 = -380496.974006
  nChanged 165
		SP:Iteration 6Q (79235.650000 sec): 3 clusters
  Score: Raw -383294.155536 + Penalty 2699.362622 = -380594.792914
  nChanged 137
		SP:Iteration 7Q (79235.730000 sec): 3 clusters
  Score: Raw -383371.844740 + Penalty 2699.362622 = -380672.482118
  nChanged 122
		SP:Iteration 8Q (79235.800000 sec): 3 clusters
  Score: Raw -383439.176967 + Penalty 2699.362622 = -380739.814345
  nChanged 99
		SP:Iteration 9Q (79235.880000 sec): 3 clusters
  Score: Raw -383497.727689 + Penalty 2699.362622 = -380798.365067
  nChanged 90
		SP:Iteration 10Q (79235.960000 sec): 3 clusters
  Score: Raw -383539.226287 + Penalty 2699.362622 = -380839.863665
  nChanged 75
		SP:Iteration 11Q (79236.030000 sec): 3 clusters
  Score: Raw -383570.335897 + Penalty 2699.362622 = -380870.973275
  nChanged 59
		SP:Iteration 12Q (79236.110000 sec): 3 clusters
  Score: Raw -383600.486889 + Penalty 2699.362622 = -380901.124267
  nChanged 60
		SP:Iteration 13Q (79236.190000 sec): 3 clusters
  Score: Raw -383631.545986 + Penalty 2699.362622 = -380932.183364
  nChanged 54
		SP:Iteration 14Q (79236.270000 sec): 3 clusters
  Score: Raw -383658.362710 + Penalty 2699.362622 = -380959.000088
  nChanged 46
		SP:Iteration 15Q (79236.340000 sec): 3 clusters
  Score: Raw -383681.180130 + Penalty 2699.362622 = -380981.817508
  nChanged 45
		SP:Iteration 16Q (79236.420000 sec): 3 clusters
  Score: Raw -383707.840499 + Penalty 2699.362622 = -381008.477877
  nChanged 49
		SP:Iteration 17Q (79236.490000 sec): 3 clusters
  Score: Raw -383731.692219 + Penalty 2699.362622 = -381032.329597
  nChanged 41
		SP:Iteration 18Q (79236.570000 sec): 3 clusters
  Score: Raw -383753.147828 + Penalty 2699.362622 = -381053.785206
  nChanged 36
		SP:Iteration 19Q (79236.650000 sec): 3 clusters
  Score: Raw -383770.879406 + Penalty 2699.362622 = -381071.516784
  nChanged 38
		SP:Iteration 20F (79236.720000 sec): 3 clusters
  Score: Raw -383793.614483 + Penalty 2699.362622 = -381094.251861
  nChanged 44
		SP:Iteration 21Q (79236.800000 sec): 3 clusters
  Score: Raw -383819.597693 + Penalty 2699.362622 = -381120.235071
  nChanged 42
		SP:Iteration 22Q (79236.880000 sec): 3 clusters
  Score: Raw -383848.442479 + Penalty 2699.362622 = -381149.079857
  nChanged 35
		SP:Iteration 23Q (79236.950000 sec): 3 clusters
  Score: Raw -383872.970640 + Penalty 2699.362622 = -381173.608018
  nChanged 43
		SP:Iteration 24Q (79237.030000 sec): 3 clusters
  Score: Raw -383916.097188 + Penalty 2699.362622 = -381216.734566
  nChanged 45
		SP:Iteration 25Q (79237.110000 sec): 3 clusters
  Score: Raw -383952.650079 + Penalty 2699.362622 = -381253.287457
  nChanged 47
		SP:Iteration 26Q (79237.180000 sec): 3 clusters
  Score: Raw -383989.428928 + Penalty 2699.362622 = -381290.066306
  nChanged 33
		SP:Iteration 27Q (79237.250000 sec): 3 clusters
  Score: Raw -384010.381241 + Penalty 2699.362622 = -381311.018619
  nChanged 19
		SP:Iteration 28Q (79237.330000 sec): 3 clusters
  Score: Raw -384020.246047 + Penalty 2699.362622 = -381320.883424
  nChanged 17
		SP:Iteration 29Q (79237.400000 sec): 3 clusters
  Score: Raw -384028.483294 + Penalty 2699.362622 = -381329.120672
  nChanged 10
		SP:Iteration 30Q (79237.480000 sec): 3 clusters
  Score: Raw -384037.970875 + Penalty 2699.362622 = -381338.608253
  nChanged 14
		SP:Iteration 31Q (79237.550000 sec): 3 clusters
  Score: Raw -384049.345610 + Penalty 2699.362622 = -381349.982987
  nChanged 11
		SP:Iteration 32Q (79237.630000 sec): 3 clusters
  Score: Raw -384056.667419 + Penalty 2699.362622 = -381357.304797
  nChanged 6
		SP:Iteration 33Q (79237.700000 sec): 3 clusters
  Score: Raw -384060.000606 + Penalty 2699.362622 = -381360.637984
  nChanged 5
		SP:Iteration 34Q (79237.770000 sec): 3 clusters
  Score: Raw -384061.798564 + Penalty 2699.362622 = -381362.435942
  nChanged 2
		SP:Iteration 35Q (79237.850000 sec): 3 clusters
  Score: Raw -384062.752318 + Penalty 2699.362622 = -381363.389696
  nChanged 2
		SP:Iteration 36Q (79237.920000 sec): 3 clusters
  Score: Raw -384063.464312 + Penalty 2699.362622 = -381364.101690
  nChanged 2
		SP:Iteration 37Q (79237.990000 sec): 3 clusters
  Score: Raw -384064.981528 + Penalty 2699.362622 = -381365.618906
  nChanged 0
		SP:Iteration 38F (79238.070000 sec): 3 clusters
  Score: Raw -384064.981528 + Penalty 2699.362622 = -381365.618906
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79238.130000 sec): 2 clusters
  Score: Raw -219339.821360 + Penalty 1256.865812 = -218082.955548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79238.180000 sec): 3 clusters
  Score: Raw -218336.185933 + Penalty 2513.731624 = -215822.454309
  nChanged 840
		SP:Iteration 1F (79238.230000 sec): 3 clusters
  Score: Raw -218877.727222 + Penalty 2513.731624 = -216363.995598
  nChanged 168
		SP:Iteration 2F (79238.270000 sec): 3 clusters
  Score: Raw -219004.152758 + Penalty 2513.731624 = -216490.421133
  nChanged 116
		SP:Iteration 3F (79238.320000 sec): 3 clusters
  Score: Raw -219092.717243 + Penalty 2513.731624 = -216578.985618
  nChanged 92
		SP:Iteration 4Q (79238.360000 sec): 3 clusters
  Score: Raw -219165.033057 + Penalty 2513.731624 = -216651.301433
  nChanged 78
		SP:Iteration 5Q (79238.410000 sec): 3 clusters
  Score: Raw -219237.033074 + Penalty 2513.731624 = -216723.301449
  nChanged 71
		SP:Iteration 6Q (79238.450000 sec): 3 clusters
  Score: Raw -219316.419836 + Penalty 2513.731624 = -216802.688212
  nChanged 85
		SP:Iteration 7Q (79238.490000 sec): 3 clusters
  Score: Raw -219412.689395 + Penalty 2513.731624 = -216898.957770
  nChanged 72
		SP:Iteration 8Q (79238.530000 sec): 3 clusters
  Score: Raw -219483.385592 + Penalty 2513.731624 = -216969.653968
  nChanged 54
		SP:Iteration 9Q (79238.580000 sec): 3 clusters
  Score: Raw -219522.457809 + Penalty 2513.731624 = -217008.726184
  nChanged 45
		SP:Iteration 10Q (79238.620000 sec): 3 clusters
  Score: Raw -219557.296280 + Penalty 2513.731624 = -217043.564655
  nChanged 38
		SP:Iteration 11Q (79238.660000 sec): 3 clusters
  Score: Raw -219581.644956 + Penalty 2513.731624 = -217067.913331
  nChanged 30
		SP:Iteration 12Q (79238.710000 sec): 3 clusters
  Score: Raw -219605.623005 + Penalty 2513.731624 = -217091.891381
  nChanged 40
		SP:Iteration 13Q (79238.750000 sec): 3 clusters
  Score: Raw -219636.890926 + Penalty 2513.731624 = -217123.159302
  nChanged 39
		SP:Iteration 14Q (79238.790000 sec): 3 clusters
  Score: Raw -219667.770875 + Penalty 2513.731624 = -217154.039250
  nChanged 27
		SP:Iteration 15Q (79238.830000 sec): 3 clusters
  Score: Raw -219689.117190 + Penalty 2513.731624 = -217175.385565
  nChanged 25
		SP:Iteration 16Q (79238.880000 sec): 3 clusters
  Score: Raw -219711.244712 + Penalty 2513.731624 = -217197.513087
  nChanged 17
		SP:Iteration 17Q (79238.920000 sec): 3 clusters
  Score: Raw -219722.651124 + Penalty 2513.731624 = -217208.919500
  nChanged 17
		SP:Iteration 18Q (79238.960000 sec): 3 clusters
  Score: Raw -219734.052208 + Penalty 2513.731624 = -217220.320584
  nChanged 14
		SP:Iteration 19Q (79239.010000 sec): 3 clusters
  Score: Raw -219742.236200 + Penalty 2513.731624 = -217228.504575
  nChanged 9
		SP:Iteration 20F (79239.050000 sec): 3 clusters
  Score: Raw -219748.848236 + Penalty 2513.731624 = -217235.116612
  nChanged 7
		SP:Iteration 21Q (79239.090000 sec): 3 clusters
  Score: Raw -219754.113114 + Penalty 2513.731624 = -217240.381489
  nChanged 7
		SP:Iteration 22Q (79239.130000 sec): 3 clusters
  Score: Raw -219758.584553 + Penalty 2513.731624 = -217244.852929
  nChanged 8
		SP:Iteration 23Q (79239.180000 sec): 3 clusters
  Score: Raw -219762.793714 + Penalty 2513.731624 = -217249.062089
  nChanged 8
		SP:Iteration 24Q (79239.220000 sec): 3 clusters
  Score: Raw -219766.532586 + Penalty 2513.731624 = -217252.800962
  nChanged 6
		SP:Iteration 25Q (79239.260000 sec): 3 clusters
  Score: Raw -219771.331286 + Penalty 2513.731624 = -217257.599661
  nChanged 8
		SP:Iteration 26Q (79239.310000 sec): 3 clusters
  Score: Raw -219774.702422 + Penalty 2513.731624 = -217260.970797
  nChanged 5
		SP:Iteration 27Q (79239.350000 sec): 3 clusters
  Score: Raw -219776.215555 + Penalty 2513.731624 = -217262.483931
  nChanged 3
		SP:Iteration 28Q (79239.390000 sec): 3 clusters
  Score: Raw -219777.225886 + Penalty 2513.731624 = -217263.494261
  nChanged 3
		SP:Iteration 29Q (79239.430000 sec): 3 clusters
  Score: Raw -219778.175865 + Penalty 2513.731624 = -217264.444241
  nChanged 1
		SP:Iteration 30Q (79239.480000 sec): 3 clusters
  Score: Raw -219778.484398 + Penalty 2513.731624 = -217264.752773
  nChanged 2
		SP:Iteration 31Q (79239.520000 sec): 3 clusters
  Score: Raw -219779.648847 + Penalty 2513.731624 = -217265.917223
  nChanged 4
		SP:Iteration 32Q (79239.560000 sec): 3 clusters
  Score: Raw -219782.221833 + Penalty 2513.731624 = -217268.490209
  nChanged 5
		SP:Iteration 33Q (79239.610000 sec): 3 clusters
  Score: Raw -219784.211929 + Penalty 2513.731624 = -217270.480305
  nChanged 6
		SP:Iteration 34Q (79239.650000 sec): 3 clusters
  Score: Raw -219786.900626 + Penalty 2513.731624 = -217273.169002
  nChanged 5
		SP:Iteration 35Q (79239.690000 sec): 3 clusters
  Score: Raw -219790.461668 + Penalty 2513.731624 = -217276.730043
  nChanged 6
		SP:Iteration 36Q (79239.730000 sec): 3 clusters
  Score: Raw -219795.027138 + Penalty 2513.731624 = -217281.295513
  nChanged 7
		SP:Iteration 37Q (79239.780000 sec): 3 clusters
  Score: Raw -219799.879574 + Penalty 2513.731624 = -217286.147950
  nChanged 5
		SP:Iteration 38Q (79239.820000 sec): 3 clusters
  Score: Raw -219803.256254 + Penalty 2513.731624 = -217289.524630
  nChanged 5
		SP:Iteration 39Q (79239.870000 sec): 3 clusters
  Score: Raw -219805.601886 + Penalty 2513.731624 = -217291.870262
  nChanged 0
		SP:Iteration 40F (79239.910000 sec): 3 clusters
  Score: Raw -219805.601886 + Penalty 2513.731624 = -217291.870262
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79240.010000 sec): 2 clusters
  Score: Raw -704614.448271 + Penalty 1446.803722 = -703167.644549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79240.130000 sec): 3 clusters
  Score: Raw -700601.132070 + Penalty 2893.607444 = -697707.524626
  nChanged 3130
		SP:Iteration 1F (79240.250000 sec): 3 clusters
  Score: Raw -702284.355576 + Penalty 2893.607444 = -699390.748132
  nChanged 561
		SP:Iteration 2F (79240.360000 sec): 3 clusters
  Score: Raw -702614.520125 + Penalty 2893.607444 = -699720.912681
  nChanged 470
		SP:Iteration 3F (79240.480000 sec): 3 clusters
  Score: Raw -702911.252915 + Penalty 2893.607444 = -700017.645471
  nChanged 410
		SP:Iteration 4F (79240.600000 sec): 3 clusters
  Score: Raw -703142.666507 + Penalty 2893.607444 = -700249.059063
  nChanged 350
		SP:Iteration 5Q (79240.730000 sec): 3 clusters
  Score: Raw -703325.016061 + Penalty 2893.607444 = -700431.408617
  nChanged 316
		SP:Iteration 6Q (79240.850000 sec): 3 clusters
  Score: Raw -703493.214433 + Penalty 2893.607444 = -700599.606989
  nChanged 303
		SP:Iteration 7Q (79240.970000 sec): 3 clusters
  Score: Raw -703649.149929 + Penalty 2893.607444 = -700755.542485
  nChanged 286
		SP:Iteration 8Q (79241.090000 sec): 3 clusters
  Score: Raw -703790.091781 + Penalty 2893.607444 = -700896.484337
  nChanged 256
		SP:Iteration 9Q (79241.210000 sec): 3 clusters
  Score: Raw -703919.079596 + Penalty 2893.607444 = -701025.472152
  nChanged 233
		SP:Iteration 10Q (79241.340000 sec): 3 clusters
  Score: Raw -704034.630326 + Penalty 2893.607444 = -701141.022882
  nChanged 195
		SP:Iteration 11Q (79241.470000 sec): 3 clusters
  Score: Raw -704118.311383 + Penalty 2893.607444 = -701224.703939
  nChanged 153
		SP:Iteration 12Q (79241.590000 sec): 3 clusters
  Score: Raw -704188.374377 + Penalty 2893.607444 = -701294.766933
  nChanged 142
		SP:Iteration 13Q (79241.710000 sec): 3 clusters
  Score: Raw -704256.714286 + Penalty 2893.607444 = -701363.106842
  nChanged 140
		SP:Iteration 14Q (79241.830000 sec): 3 clusters
  Score: Raw -704316.513931 + Penalty 2893.607444 = -701422.906487
  nChanged 129
		SP:Iteration 15Q (79241.960000 sec): 3 clusters
  Score: Raw -704370.971070 + Penalty 2893.607444 = -701477.363626
  nChanged 137
		SP:Iteration 16Q (79242.080000 sec): 3 clusters
  Score: Raw -704433.162202 + Penalty 2893.607444 = -701539.554758
  nChanged 127
		SP:Iteration 17Q (79242.200000 sec): 3 clusters
  Score: Raw -704502.157260 + Penalty 2893.607444 = -701608.549816
  nChanged 133
		SP:Iteration 18Q (79242.330000 sec): 3 clusters
  Score: Raw -704571.058721 + Penalty 2893.607444 = -701677.451277
  nChanged 137
		SP:Iteration 19Q (79242.450000 sec): 3 clusters
  Score: Raw -704635.219420 + Penalty 2893.607444 = -701741.611976
  nChanged 111
		SP:Iteration 20F (79242.570000 sec): 3 clusters
  Score: Raw -704687.101359 + Penalty 2893.607444 = -701793.493915
  nChanged 105
		SP:Iteration 21Q (79242.690000 sec): 3 clusters
  Score: Raw -704725.346592 + Penalty 2893.607444 = -701831.739148
  nChanged 91
		SP:Iteration 22Q (79242.820000 sec): 3 clusters
  Score: Raw -704758.877278 + Penalty 2893.607444 = -701865.269834
  nChanged 78
		SP:Iteration 23Q (79242.950000 sec): 3 clusters
  Score: Raw -704786.595077 + Penalty 2893.607444 = -701892.987633
  nChanged 80
		SP:Iteration 24Q (79243.080000 sec): 3 clusters
  Score: Raw -704811.016565 + Penalty 2893.607444 = -701917.409121
  nChanged 59
		SP:Iteration 25Q (79243.200000 sec): 3 clusters
  Score: Raw -704829.828726 + Penalty 2893.607444 = -701936.221282
  nChanged 51
		SP:Iteration 26Q (79243.330000 sec): 3 clusters
  Score: Raw -704845.566525 + Penalty 2893.607444 = -701951.959081
  nChanged 33
		SP:Iteration 27Q (79243.460000 sec): 3 clusters
  Score: Raw -704853.376240 + Penalty 2893.607444 = -701959.768796
  nChanged 30
		SP:Iteration 28Q (79243.590000 sec): 3 clusters
  Score: Raw -704859.341654 + Penalty 2893.607444 = -701965.734210
  nChanged 19
		SP:Iteration 29Q (79243.710000 sec): 3 clusters
  Score: Raw -704862.855163 + Penalty 2893.607444 = -701969.247719
  nChanged 9
		SP:Iteration 30Q (79243.840000 sec): 3 clusters
  Score: Raw -704864.038284 + Penalty 2893.607444 = -701970.430840
  nChanged 4
		SP:Iteration 31Q (79243.960000 sec): 3 clusters
  Score: Raw -704864.466071 + Penalty 2893.607444 = -701970.858627
  nChanged 6
		SP:Iteration 32Q (79244.090000 sec): 3 clusters
  Score: Raw -704865.590021 + Penalty 2893.607444 = -701971.982577
  nChanged 5
		SP:Iteration 33Q (79244.220000 sec): 3 clusters
  Score: Raw -704866.294055 + Penalty 2893.607444 = -701972.686611
  nChanged 2
		SP:Iteration 34Q (79244.350000 sec): 3 clusters
  Score: Raw -704866.511317 + Penalty 2893.607444 = -701972.903873
  nChanged 3
		SP:Iteration 35Q (79244.480000 sec): 3 clusters
  Score: Raw -704866.823674 + Penalty 2893.607444 = -701973.216230
  nChanged 2
		SP:Iteration 36Q (79244.600000 sec): 3 clusters
  Score: Raw -704867.008743 + Penalty 2893.607444 = -701973.401299
  nChanged 2
		SP:Iteration 37Q (79244.730000 sec): 3 clusters
  Score: Raw -704867.250031 + Penalty 2893.607444 = -701973.642587
  nChanged 1
		SP:Iteration 38Q (79244.850000 sec): 3 clusters
  Score: Raw -704867.405611 + Penalty 2893.607444 = -701973.798167
  nChanged 0
		SP:Iteration 39F (79244.980000 sec): 3 clusters
  Score: Raw -704867.405611 + Penalty 2893.607444 = -701973.798167
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79245.150000 sec): 2 clusters
  Score: Raw -1702140.778691 + Penalty 1569.835129 = -1700570.943562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79245.350000 sec): 3 clusters
  Score: Raw -1692869.493027 + Penalty 3139.670259 = -1689729.822768
  nChanged 6995
		SP:Iteration 1F (79245.540000 sec): 3 clusters
  Score: Raw -1696518.552717 + Penalty 3139.670259 = -1693378.882458
  nChanged 744
		SP:Iteration 2Q (79245.750000 sec): 3 clusters
  Score: Raw -1696759.696777 + Penalty 3139.670259 = -1693620.026518
  nChanged 624
		SP:Iteration 3Q (79245.960000 sec): 3 clusters
  Score: Raw -1696951.645359 + Penalty 3139.670259 = -1693811.975100
  nChanged 561
		SP:Iteration 4Q (79246.170000 sec): 3 clusters
  Score: Raw -1697110.878088 + Penalty 3139.670259 = -1693971.207829
  nChanged 497
		SP:Iteration 5Q (79246.440000 sec): 3 clusters
  Score: Raw -1697266.501102 + Penalty 3139.670259 = -1694126.830843
  nChanged 511
		SP:Iteration 6Q (79246.650000 sec): 3 clusters
  Score: Raw -1697422.292240 + Penalty 3139.670259 = -1694282.621981
  nChanged 514
		SP:Iteration 7Q (79246.860000 sec): 3 clusters
  Score: Raw -1697600.894921 + Penalty 3139.670259 = -1694461.224663
  nChanged 574
		SP:Iteration 8Q (79247.060000 sec): 3 clusters
  Score: Raw -1697861.168336 + Penalty 3139.670259 = -1694721.498077
  nChanged 668
		SP:Iteration 9Q (79247.330000 sec): 3 clusters
  Score: Raw -1698187.727756 + Penalty 3139.670259 = -1695048.057497
  nChanged 743
		SP:Iteration 10Q (79247.570000 sec): 3 clusters
  Score: Raw -1698573.890381 + Penalty 3139.670259 = -1695434.220122
  nChanged 768
		SP:Iteration 11Q (79247.770000 sec): 3 clusters
  Score: Raw -1698972.329894 + Penalty 3139.670259 = -1695832.659635
  nChanged 769
		SP:Iteration 12Q (79248.030000 sec): 3 clusters
  Score: Raw -1699393.541528 + Penalty 3139.670259 = -1696253.871270
  nChanged 717
		SP:Iteration 13Q (79248.260000 sec): 3 clusters
  Score: Raw -1699759.523825 + Penalty 3139.670259 = -1696619.853566
  nChanged 613
		SP:Iteration 14Q (79248.470000 sec): 3 clusters
  Score: Raw -1700099.272465 + Penalty 3139.670259 = -1696959.602206
  nChanged 547
		SP:Iteration 15Q (79248.670000 sec): 3 clusters
  Score: Raw -1700405.263923 + Penalty 3139.670259 = -1697265.593664
  nChanged 508
		SP:Iteration 16Q (79248.940000 sec): 3 clusters
  Score: Raw -1700708.282103 + Penalty 3139.670259 = -1697568.611844
  nChanged 460
		SP:Iteration 17Q (79249.170000 sec): 3 clusters
  Score: Raw -1701014.226761 + Penalty 3139.670259 = -1697874.556502
  nChanged 408
		SP:Iteration 18Q (79249.370000 sec): 3 clusters
  Score: Raw -1701298.188843 + Penalty 3139.670259 = -1698158.518584
  nChanged 341
		SP:Iteration 19Q (79249.570000 sec): 3 clusters
  Score: Raw -1701523.941372 + Penalty 3139.670259 = -1698384.271113
  nChanged 272
		SP:Iteration 20F (79249.770000 sec): 3 clusters
  Score: Raw -1701684.066869 + Penalty 3139.670259 = -1698544.396610
  nChanged 237
		SP:Iteration 21Q (79249.960000 sec): 3 clusters
  Score: Raw -1701826.732515 + Penalty 3139.670259 = -1698687.062256
  nChanged 201
		SP:Iteration 22Q (79250.220000 sec): 3 clusters
  Score: Raw -1701925.473381 + Penalty 3139.670259 = -1698785.803122
  nChanged 165
		SP:Iteration 23Q (79250.440000 sec): 3 clusters
  Score: Raw -1702002.543953 + Penalty 3139.670259 = -1698862.873694
  nChanged 159
		SP:Iteration 24Q (79250.650000 sec): 3 clusters
  Score: Raw -1702072.760219 + Penalty 3139.670259 = -1698933.089960
  nChanged 141
		SP:Iteration 25Q (79250.840000 sec): 3 clusters
  Score: Raw -1702138.514963 + Penalty 3139.670259 = -1698998.844704
  nChanged 124
		SP:Iteration 26Q (79251.120000 sec): 3 clusters
  Score: Raw -1702198.357709 + Penalty 3139.670259 = -1699058.687450
  nChanged 103
		SP:Iteration 27Q (79251.380000 sec): 3 clusters
  Score: Raw -1702243.172732 + Penalty 3139.670259 = -1699103.502473
  nChanged 101
		SP:Iteration 28Q (79251.650000 sec): 3 clusters
  Score: Raw -1702289.568842 + Penalty 3139.670259 = -1699149.898583
  nChanged 80
		SP:Iteration 29Q (79251.910000 sec): 3 clusters
  Score: Raw -1702329.792286 + Penalty 3139.670259 = -1699190.122027
  nChanged 69
		SP:Iteration 30Q (79252.160000 sec): 3 clusters
  Score: Raw -1702362.834340 + Penalty 3139.670259 = -1699223.164081
  nChanged 62
		SP:Iteration 31Q (79252.360000 sec): 3 clusters
  Score: Raw -1702391.010344 + Penalty 3139.670259 = -1699251.340085
  nChanged 58
		SP:Iteration 32Q (79252.540000 sec): 3 clusters
  Score: Raw -1702420.779092 + Penalty 3139.670259 = -1699281.108833
  nChanged 57
		SP:Iteration 33Q (79252.740000 sec): 3 clusters
  Score: Raw -1702447.729647 + Penalty 3139.670259 = -1699308.059388
  nChanged 46
		SP:Iteration 34Q (79252.930000 sec): 3 clusters
  Score: Raw -1702474.389756 + Penalty 3139.670259 = -1699334.719497
  nChanged 47
		SP:Iteration 35Q (79253.130000 sec): 3 clusters
  Score: Raw -1702493.457936 + Penalty 3139.670259 = -1699353.787677
  nChanged 36
		SP:Iteration 36Q (79253.320000 sec): 3 clusters
  Score: Raw -1702508.889942 + Penalty 3139.670259 = -1699369.219683
  nChanged 35
		SP:Iteration 37Q (79253.510000 sec): 3 clusters
  Score: Raw -1702525.654311 + Penalty 3139.670259 = -1699385.984052
  nChanged 36
		SP:Iteration 38Q (79253.700000 sec): 3 clusters
  Score: Raw -1702543.596213 + Penalty 3139.670259 = -1699403.925954
  nChanged 26
		SP:Iteration 39Q (79253.900000 sec): 3 clusters
  Score: Raw -1702554.519026 + Penalty 3139.670259 = -1699414.848767
  nChanged 25
		SP:Iteration 40F (79254.110000 sec): 3 clusters
  Score: Raw -1702562.488969 + Penalty 3139.670259 = -1699422.818710
  nChanged 21
		SP:Iteration 41Q (79254.290000 sec): 3 clusters
  Score: Raw -1702567.947065 + Penalty 3139.670259 = -1699428.276806
  nChanged 16
		SP:Iteration 42Q (79254.490000 sec): 3 clusters
  Score: Raw -1702572.709832 + Penalty 3139.670259 = -1699433.039573
  nChanged 12
		SP:Iteration 43Q (79254.670000 sec): 3 clusters
  Score: Raw -1702576.149202 + Penalty 3139.670259 = -1699436.478943
  nChanged 10
		SP:Iteration 44Q (79254.880000 sec): 3 clusters
  Score: Raw -1702579.249588 + Penalty 3139.670259 = -1699439.579329
  nChanged 12
		SP:Iteration 45Q (79255.060000 sec): 3 clusters
  Score: Raw -1702583.448611 + Penalty 3139.670259 = -1699443.778352
  nChanged 12
		SP:Iteration 46Q (79255.260000 sec): 3 clusters
  Score: Raw -1702587.822039 + Penalty 3139.670259 = -1699448.151780
  nChanged 7
		SP:Iteration 47Q (79255.460000 sec): 3 clusters
  Score: Raw -1702590.939336 + Penalty 3139.670259 = -1699451.269077
  nChanged 12
		SP:Iteration 48Q (79255.640000 sec): 3 clusters
  Score: Raw -1702594.161737 + Penalty 3139.670259 = -1699454.491478
  nChanged 8
		SP:Iteration 49Q (79255.830000 sec): 3 clusters
  Score: Raw -1702596.519890 + Penalty 3139.670259 = -1699456.849631
  nChanged 6
		SP:Iteration 50Q (79256.040000 sec): 3 clusters
  Score: Raw -1702598.045493 + Penalty 3139.670259 = -1699458.375234
  nChanged 3
		SP:Iteration 51Q (79256.220000 sec): 3 clusters
  Score: Raw -1702598.845455 + Penalty 3139.670259 = -1699459.175196
  nChanged 3
		SP:Iteration 52Q (79256.420000 sec): 3 clusters
  Score: Raw -1702599.894636 + Penalty 3139.670259 = -1699460.224377
  nChanged 2
		SP:Iteration 53Q (79256.610000 sec): 3 clusters
  Score: Raw -1702600.281311 + Penalty 3139.670259 = -1699460.611052
  nChanged 0
		SP:Iteration 54F (79256.820000 sec): 3 clusters
  Score: Raw -1702600.281311 + Penalty 3139.670259 = -1699460.611052
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79256.890000 sec): 2 clusters
  Score: Raw -279870.159481 + Penalty 1278.901966 = -278591.257515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79256.940000 sec): 3 clusters
  Score: Raw -278699.435926 + Penalty 2557.803933 = -276141.631993
  nChanged 944
		SP:Iteration 1F (79256.990000 sec): 3 clusters
  Score: Raw -279242.430382 + Penalty 2557.803933 = -276684.626449
  nChanged 179
		SP:Iteration 2F (79257.040000 sec): 3 clusters
  Score: Raw -279354.735883 + Penalty 2557.803933 = -276796.931950
  nChanged 128
		SP:Iteration 3Q (79257.090000 sec): 3 clusters
  Score: Raw -279432.671401 + Penalty 2557.803933 = -276874.867469
  nChanged 102
		SP:Iteration 4Q (79257.140000 sec): 3 clusters
  Score: Raw -279490.054372 + Penalty 2557.803933 = -276932.250439
  nChanged 78
		SP:Iteration 5Q (79257.190000 sec): 3 clusters
  Score: Raw -279534.765222 + Penalty 2557.803933 = -276976.961289
  nChanged 80
		SP:Iteration 6Q (79257.240000 sec): 3 clusters
  Score: Raw -279586.414814 + Penalty 2557.803933 = -277028.610882
  nChanged 91
		SP:Iteration 7Q (79257.290000 sec): 3 clusters
  Score: Raw -279643.703254 + Penalty 2557.803933 = -277085.899321
  nChanged 98
		SP:Iteration 8Q (79257.350000 sec): 3 clusters
  Score: Raw -279713.429175 + Penalty 2557.803933 = -277155.625242
  nChanged 91
		SP:Iteration 9Q (79257.390000 sec): 3 clusters
  Score: Raw -279773.402550 + Penalty 2557.803933 = -277215.598617
  nChanged 78
		SP:Iteration 10Q (79257.450000 sec): 3 clusters
  Score: Raw -279828.846319 + Penalty 2557.803933 = -277271.042386
  nChanged 80
		SP:Iteration 11Q (79257.500000 sec): 3 clusters
  Score: Raw -279891.970441 + Penalty 2557.803933 = -277334.166508
  nChanged 60
		SP:Iteration 12Q (79257.550000 sec): 3 clusters
  Score: Raw -279928.127566 + Penalty 2557.803933 = -277370.323633
  nChanged 41
		SP:Iteration 13Q (79257.600000 sec): 3 clusters
  Score: Raw -279952.012287 + Penalty 2557.803933 = -277394.208355
  nChanged 30
		SP:Iteration 14Q (79257.650000 sec): 3 clusters
  Score: Raw -279966.358825 + Penalty 2557.803933 = -277408.554892
  nChanged 22
		SP:Iteration 15Q (79257.700000 sec): 3 clusters
  Score: Raw -279976.479442 + Penalty 2557.803933 = -277418.675509
  nChanged 17
		SP:Iteration 16Q (79257.750000 sec): 3 clusters
  Score: Raw -279986.378136 + Penalty 2557.803933 = -277428.574204
  nChanged 15
		SP:Iteration 17Q (79257.800000 sec): 3 clusters
  Score: Raw -279994.143994 + Penalty 2557.803933 = -277436.340061
  nChanged 8
		SP:Iteration 18Q (79257.850000 sec): 3 clusters
  Score: Raw -279999.338326 + Penalty 2557.803933 = -277441.534393
  nChanged 7
		SP:Iteration 19Q (79257.900000 sec): 3 clusters
  Score: Raw -280002.745487 + Penalty 2557.803933 = -277444.941554
  nChanged 1
		SP:Iteration 20F (79257.950000 sec): 3 clusters
  Score: Raw -280003.603349 + Penalty 2557.803933 = -277445.799416
  nChanged 1
		SP:Iteration 21Q (79258.000000 sec): 3 clusters
  Score: Raw -280003.911577 + Penalty 2557.803933 = -277446.107644
  nChanged 0
		SP:Iteration 22F (79258.050000 sec): 3 clusters
  Score: Raw -280003.911577 + Penalty 2557.803933 = -277446.107644
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79258.130000 sec): 2 clusters
  Score: Raw -391346.576484 + Penalty 1336.252215 = -390010.324269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79258.200000 sec): 3 clusters
  Score: Raw -389441.756727 + Penalty 2672.504429 = -386769.252298
  nChanged 1422
		SP:Iteration 1F (79258.270000 sec): 3 clusters
  Score: Raw -390238.251535 + Penalty 2672.504429 = -387565.747106
  nChanged 272
		SP:Iteration 2F (79258.340000 sec): 3 clusters
  Score: Raw -390392.599644 + Penalty 2672.504429 = -387720.095215
  nChanged 182
		SP:Iteration 3Q (79258.410000 sec): 3 clusters
  Score: Raw -390490.371480 + Penalty 2672.504429 = -387817.867051
  nChanged 127
		SP:Iteration 4Q (79258.480000 sec): 3 clusters
  Score: Raw -390556.964167 + Penalty 2672.504429 = -387884.459738
  nChanged 119
		SP:Iteration 5Q (79258.550000 sec): 3 clusters
  Score: Raw -390613.221762 + Penalty 2672.504429 = -387940.717333
  nChanged 86
		SP:Iteration 6Q (79258.630000 sec): 3 clusters
  Score: Raw -390651.458591 + Penalty 2672.504429 = -387978.954162
  nChanged 68
		SP:Iteration 7Q (79258.700000 sec): 3 clusters
  Score: Raw -390683.298837 + Penalty 2672.504429 = -388010.794408
  nChanged 68
		SP:Iteration 8Q (79258.770000 sec): 3 clusters
  Score: Raw -390711.875380 + Penalty 2672.504429 = -388039.370951
  nChanged 63
		SP:Iteration 9Q (79258.840000 sec): 3 clusters
  Score: Raw -390733.357398 + Penalty 2672.504429 = -388060.852969
  nChanged 43
		SP:Iteration 10Q (79258.910000 sec): 3 clusters
  Score: Raw -390752.285995 + Penalty 2672.504429 = -388079.781566
  nChanged 57
		SP:Iteration 11Q (79258.990000 sec): 3 clusters
  Score: Raw -390778.532361 + Penalty 2672.504429 = -388106.027932
  nChanged 60
		SP:Iteration 12Q (79259.060000 sec): 3 clusters
  Score: Raw -390807.618378 + Penalty 2672.504429 = -388135.113949
  nChanged 61
		SP:Iteration 13Q (79259.130000 sec): 3 clusters
  Score: Raw -390834.889120 + Penalty 2672.504429 = -388162.384691
  nChanged 67
		SP:Iteration 14Q (79259.200000 sec): 3 clusters
  Score: Raw -390864.278162 + Penalty 2672.504429 = -388191.773733
  nChanged 58
		SP:Iteration 15Q (79259.270000 sec): 3 clusters
  Score: Raw -390890.543832 + Penalty 2672.504429 = -388218.039402
  nChanged 60
		SP:Iteration 16Q (79259.350000 sec): 3 clusters
  Score: Raw -390921.886804 + Penalty 2672.504429 = -388249.382375
  nChanged 71
		SP:Iteration 17Q (79259.410000 sec): 3 clusters
  Score: Raw -390965.580524 + Penalty 2672.504429 = -388293.076095
  nChanged 82
		SP:Iteration 18Q (79259.490000 sec): 3 clusters
  Score: Raw -391013.673692 + Penalty 2672.504429 = -388341.169263
  nChanged 79
		SP:Iteration 19Q (79259.560000 sec): 3 clusters
  Score: Raw -391063.528153 + Penalty 2672.504429 = -388391.023723
  nChanged 90
		SP:Iteration 20F (79259.630000 sec): 3 clusters
  Score: Raw -391121.060454 + Penalty 2672.504429 = -388448.556024
  nChanged 97
		SP:Iteration 21Q (79259.690000 sec): 3 clusters
  Score: Raw -391185.674680 + Penalty 2672.504429 = -388513.170250
  nChanged 87
		SP:Iteration 22Q (79259.770000 sec): 3 clusters
  Score: Raw -391249.843319 + Penalty 2672.504429 = -388577.338890
  nChanged 75
		SP:Iteration 23Q (79259.830000 sec): 3 clusters
  Score: Raw -391312.064755 + Penalty 2672.504429 = -388639.560326
  nChanged 54
		SP:Iteration 24Q (79259.900000 sec): 3 clusters
  Score: Raw -391347.223451 + Penalty 2672.504429 = -388674.719022
  nChanged 42
		SP:Iteration 25Q (79259.970000 sec): 3 clusters
  Score: Raw -391373.964226 + Penalty 2672.504429 = -388701.459797
  nChanged 37
		SP:Iteration 26Q (79260.040000 sec): 3 clusters
  Score: Raw -391398.744054 + Penalty 2672.504429 = -388726.239625
  nChanged 38
		SP:Iteration 27Q (79260.110000 sec): 3 clusters
  Score: Raw -391427.333798 + Penalty 2672.504429 = -388754.829369
  nChanged 34
		SP:Iteration 28Q (79260.180000 sec): 3 clusters
  Score: Raw -391461.349083 + Penalty 2672.504429 = -388788.844654
  nChanged 39
		SP:Iteration 29Q (79260.250000 sec): 3 clusters
  Score: Raw -391502.147637 + Penalty 2672.504429 = -388829.643208
  nChanged 33
		SP:Iteration 30Q (79260.320000 sec): 3 clusters
  Score: Raw -391540.129144 + Penalty 2672.504429 = -388867.624715
  nChanged 28
		SP:Iteration 31Q (79260.380000 sec): 3 clusters
  Score: Raw -391570.487045 + Penalty 2672.504429 = -388897.982616
  nChanged 27
		SP:Iteration 32Q (79260.450000 sec): 3 clusters
  Score: Raw -391607.573542 + Penalty 2672.504429 = -388935.069113
  nChanged 22
		SP:Iteration 33Q (79260.520000 sec): 3 clusters
  Score: Raw -391638.887480 + Penalty 2672.504429 = -388966.383050
  nChanged 23
		SP:Iteration 34Q (79260.580000 sec): 3 clusters
  Score: Raw -391664.320376 + Penalty 2672.504429 = -388991.815947
  nChanged 20
		SP:Iteration 35Q (79260.650000 sec): 3 clusters
  Score: Raw -391685.676506 + Penalty 2672.504429 = -389013.172076
  nChanged 17
		SP:Iteration 36Q (79260.720000 sec): 3 clusters
  Score: Raw -391700.006245 + Penalty 2672.504429 = -389027.501816
  nChanged 8
		SP:Iteration 37Q (79260.780000 sec): 3 clusters
  Score: Raw -391705.315558 + Penalty 2672.504429 = -389032.811129
  nChanged 7
		SP:Iteration 38Q (79260.850000 sec): 3 clusters
  Score: Raw -391709.817755 + Penalty 2672.504429 = -389037.313326
  nChanged 4
		SP:Iteration 39Q (79260.920000 sec): 3 clusters
  Score: Raw -391712.391633 + Penalty 2672.504429 = -389039.887204
  nChanged 2
		SP:Iteration 40F (79260.990000 sec): 3 clusters
  Score: Raw -391715.312853 + Penalty 2672.504429 = -389042.808424
  nChanged 1
		SP:Iteration 41Q (79261.060000 sec): 3 clusters
  Score: Raw -391716.421808 + Penalty 2672.504429 = -389043.917379
  nChanged 1
		SP:Iteration 42Q (79261.120000 sec): 3 clusters
  Score: Raw -391717.190671 + Penalty 2672.504429 = -389044.686242
  nChanged 2
		SP:Iteration 43Q (79261.190000 sec): 3 clusters
  Score: Raw -391718.210847 + Penalty 2672.504429 = -389045.706417
  nChanged 0
		SP:Iteration 44F (79261.260000 sec): 3 clusters
  Score: Raw -391718.210847 + Penalty 2672.504429 = -389045.706417
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79261.330000 sec): 2 clusters
  Score: Raw -140200.832031 + Penalty 1170.674260 = -139030.157771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79261.360000 sec): 3 clusters
  Score: Raw -139681.009712 + Penalty 2341.348520 = -137339.661192
  nChanged 424
		SP:Iteration 1F (79261.390000 sec): 3 clusters
  Score: Raw -139992.199926 + Penalty 2341.348520 = -137650.851407
  nChanged 89
		SP:Iteration 2F (79261.410000 sec): 3 clusters
  Score: Raw -140060.417566 + Penalty 2341.348520 = -137719.069046
  nChanged 50
		SP:Iteration 3Q (79261.440000 sec): 3 clusters
  Score: Raw -140099.707783 + Penalty 2341.348520 = -137758.359263
  nChanged 34
		SP:Iteration 4Q (79261.470000 sec): 3 clusters
  Score: Raw -140121.302480 + Penalty 2341.348520 = -137779.953960
  nChanged 14
		SP:Iteration 5Q (79261.500000 sec): 3 clusters
  Score: Raw -140129.287402 + Penalty 2341.348520 = -137787.938882
  nChanged 7
		SP:Iteration 6Q (79261.530000 sec): 3 clusters
  Score: Raw -140133.705008 + Penalty 2341.348520 = -137792.356488
  nChanged 4
		SP:Iteration 7Q (79261.550000 sec): 3 clusters
  Score: Raw -140137.212509 + Penalty 2341.348520 = -137795.863989
  nChanged 9
		SP:Iteration 8Q (79261.580000 sec): 3 clusters
  Score: Raw -140144.442777 + Penalty 2341.348520 = -137803.094257
  nChanged 9
		SP:Iteration 9Q (79261.610000 sec): 3 clusters
  Score: Raw -140150.358369 + Penalty 2341.348520 = -137809.009849
  nChanged 7
		SP:Iteration 10Q (79261.630000 sec): 3 clusters
  Score: Raw -140154.931557 + Penalty 2341.348520 = -137813.583037
  nChanged 8
		SP:Iteration 11Q (79261.660000 sec): 3 clusters
  Score: Raw -140160.505317 + Penalty 2341.348520 = -137819.156797
  nChanged 11
		SP:Iteration 12Q (79261.690000 sec): 3 clusters
  Score: Raw -140166.506858 + Penalty 2341.348520 = -137825.158338
  nChanged 5
		SP:Iteration 13Q (79261.720000 sec): 3 clusters
  Score: Raw -140168.420455 + Penalty 2341.348520 = -137827.071935
  nChanged 2
		SP:Iteration 14Q (79261.750000 sec): 3 clusters
  Score: Raw -140169.237124 + Penalty 2341.348520 = -137827.888604
  nChanged 1
		SP:Iteration 15Q (79261.770000 sec): 3 clusters
  Score: Raw -140169.832568 + Penalty 2341.348520 = -137828.484048
  nChanged 3
		SP:Iteration 16Q (79261.800000 sec): 3 clusters
  Score: Raw -140171.756752 + Penalty 2341.348520 = -137830.408232
  nChanged 4
		SP:Iteration 17Q (79261.830000 sec): 3 clusters
  Score: Raw -140173.535605 + Penalty 2341.348520 = -137832.187085
  nChanged 3
		SP:Iteration 18Q (79261.860000 sec): 3 clusters
  Score: Raw -140176.070195 + Penalty 2341.348520 = -137834.721675
  nChanged 8
		SP:Iteration 19Q (79261.890000 sec): 3 clusters
  Score: Raw -140181.281223 + Penalty 2341.348520 = -137839.932703
  nChanged 3
		SP:Iteration 20F (79261.910000 sec): 3 clusters
  Score: Raw -140183.407376 + Penalty 2341.348520 = -137842.058856
  nChanged 3
		SP:Iteration 21Q (79261.940000 sec): 3 clusters
  Score: Raw -140185.394897 + Penalty 2341.348520 = -137844.046377
  nChanged 3
		SP:Iteration 22Q (79261.970000 sec): 3 clusters
  Score: Raw -140187.190207 + Penalty 2341.348520 = -137845.841687
  nChanged 3
		SP:Iteration 23Q (79261.990000 sec): 3 clusters
  Score: Raw -140189.533382 + Penalty 2341.348520 = -137848.184862
  nChanged 4
		SP:Iteration 24Q (79262.020000 sec): 3 clusters
  Score: Raw -140191.855791 + Penalty 2341.348520 = -137850.507271
  nChanged 0
		SP:Iteration 25F (79262.050000 sec): 3 clusters
  Score: Raw -140191.855791 + Penalty 2341.348520 = -137850.507271
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (3729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79262.130000 sec): 2 clusters
  Score: Raw -359364.218339 + Penalty 1336.382999 = -358027.835340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79262.200000 sec): 3 clusters
  Score: Raw -357467.771682 + Penalty 2672.765999 = -354795.005683
  nChanged 1527
		SP:Iteration 1F (79262.280000 sec): 3 clusters
  Score: Raw -358340.008890 + Penalty 2672.765999 = -355667.242891
  nChanged 318
		SP:Iteration 2F (79262.350000 sec): 3 clusters
  Score: Raw -358574.539954 + Penalty 2672.765999 = -355901.773955
  nChanged 244
		SP:Iteration 3F (79262.420000 sec): 3 clusters
  Score: Raw -358746.712727 + Penalty 2672.765999 = -356073.946729
  nChanged 213
		SP:Iteration 4F (79262.490000 sec): 3 clusters
  Score: Raw -358890.444064 + Penalty 2672.765999 = -356217.678066
  nChanged 160
		SP:Iteration 5Q (79262.570000 sec): 3 clusters
  Score: Raw -358988.463962 + Penalty 2672.765999 = -356315.697964
  nChanged 130
		SP:Iteration 6Q (79262.640000 sec): 3 clusters
  Score: Raw -359072.455786 + Penalty 2672.765999 = -356399.689787
  nChanged 129
		SP:Iteration 7Q (79262.710000 sec): 3 clusters
  Score: Raw -359157.714360 + Penalty 2672.765999 = -356484.948361
  nChanged 110
		SP:Iteration 8Q (79262.780000 sec): 3 clusters
  Score: Raw -359227.655636 + Penalty 2672.765999 = -356554.889637
  nChanged 81
		SP:Iteration 9Q (79262.850000 sec): 3 clusters
  Score: Raw -359284.659374 + Penalty 2672.765999 = -356611.893376
  nChanged 85
		SP:Iteration 10Q (79262.920000 sec): 3 clusters
  Score: Raw -359341.222483 + Penalty 2672.765999 = -356668.456484
  nChanged 80
		SP:Iteration 11Q (79262.990000 sec): 3 clusters
  Score: Raw -359401.870512 + Penalty 2672.765999 = -356729.104514
  nChanged 64
		SP:Iteration 12Q (79263.070000 sec): 3 clusters
  Score: Raw -359445.420128 + Penalty 2672.765999 = -356772.654129
  nChanged 50
		SP:Iteration 13Q (79263.140000 sec): 3 clusters
  Score: Raw -359485.315168 + Penalty 2672.765999 = -356812.549169
  nChanged 50
		SP:Iteration 14Q (79263.210000 sec): 3 clusters
  Score: Raw -359529.670400 + Penalty 2672.765999 = -356856.904401
  nChanged 47
		SP:Iteration 15Q (79263.280000 sec): 3 clusters
  Score: Raw -359572.893654 + Penalty 2672.765999 = -356900.127656
  nChanged 36
		SP:Iteration 16Q (79263.350000 sec): 3 clusters
  Score: Raw -359604.511200 + Penalty 2672.765999 = -356931.745202
  nChanged 27
		SP:Iteration 17Q (79263.420000 sec): 3 clusters
  Score: Raw -359624.004773 + Penalty 2672.765999 = -356951.238774
  nChanged 16
		SP:Iteration 18Q (79263.490000 sec): 3 clusters
  Score: Raw -359635.090385 + Penalty 2672.765999 = -356962.324387
  nChanged 18
		SP:Iteration 19Q (79263.560000 sec): 3 clusters
  Score: Raw -359648.798943 + Penalty 2672.765999 = -356976.032944
  nChanged 18
		SP:Iteration 20F (79263.630000 sec): 3 clusters
  Score: Raw -359666.658345 + Penalty 2672.765999 = -356993.892346
  nChanged 20
		SP:Iteration 21Q (79263.700000 sec): 3 clusters
  Score: Raw -359686.259841 + Penalty 2672.765999 = -357013.493842
  nChanged 23
		SP:Iteration 22Q (79263.770000 sec): 3 clusters
  Score: Raw -359707.532776 + Penalty 2672.765999 = -357034.766777
  nChanged 19
		SP:Iteration 23Q (79263.830000 sec): 3 clusters
  Score: Raw -359727.252974 + Penalty 2672.765999 = -357054.486976
  nChanged 14
		SP:Iteration 24Q (79263.910000 sec): 3 clusters
  Score: Raw -359741.439470 + Penalty 2672.765999 = -357068.673472
  nChanged 14
		SP:Iteration 25Q (79263.970000 sec): 3 clusters
  Score: Raw -359751.386573 + Penalty 2672.765999 = -357078.620575
  nChanged 4
		SP:Iteration 26Q (79264.040000 sec): 3 clusters
  Score: Raw -359753.802546 + Penalty 2672.765999 = -357081.036547
  nChanged 3
		SP:Iteration 27Q (79264.110000 sec): 3 clusters
  Score: Raw -359755.341490 + Penalty 2672.765999 = -357082.575491
  nChanged 2
		SP:Iteration 28Q (79264.180000 sec): 3 clusters
  Score: Raw -359757.281456 + Penalty 2672.765999 = -357084.515457
  nChanged 2
		SP:Iteration 29Q (79264.250000 sec): 3 clusters
  Score: Raw -359760.039337 + Penalty 2672.765999 = -357087.273339
  nChanged 4
		SP:Iteration 30Q (79264.310000 sec): 3 clusters
  Score: Raw -359762.459021 + Penalty 2672.765999 = -357089.693022
  nChanged 3
		SP:Iteration 31Q (79264.390000 sec): 3 clusters
  Score: Raw -359763.362871 + Penalty 2672.765999 = -357090.596872
  nChanged 0
		SP:Iteration 32F (79264.450000 sec): 3 clusters
  Score: Raw -359763.362871 + Penalty 2672.765999 = -357090.596872
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79264.520000 sec): 2 clusters
  Score: Raw -129828.346322 + Penalty 1180.745927 = -128647.600395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79264.550000 sec): 3 clusters
  Score: Raw -129300.717021 + Penalty 2361.491853 = -126939.225167
  nChanged 479
		SP:Iteration 1F (79264.570000 sec): 3 clusters
  Score: Raw -129669.273907 + Penalty 2361.491853 = -127307.782053
  nChanged 121
		SP:Iteration 2F (79264.600000 sec): 3 clusters
  Score: Raw -129779.060391 + Penalty 2361.491853 = -127417.568537
  nChanged 59
		SP:Iteration 3Q (79264.630000 sec): 3 clusters
  Score: Raw -129841.749927 + Penalty 2361.491853 = -127480.258074
  nChanged 60
		SP:Iteration 4Q (79264.660000 sec): 3 clusters
  Score: Raw -129896.715785 + Penalty 2361.491853 = -127535.223932
  nChanged 41
		SP:Iteration 5Q (79264.690000 sec): 3 clusters
  Score: Raw -129941.957758 + Penalty 2361.491853 = -127580.465905
  nChanged 31
		SP:Iteration 6Q (79264.710000 sec): 3 clusters
  Score: Raw -129968.999742 + Penalty 2361.491853 = -127607.507889
  nChanged 25
		SP:Iteration 7Q (79264.740000 sec): 3 clusters
  Score: Raw -129989.368033 + Penalty 2361.491853 = -127627.876179
  nChanged 18
		SP:Iteration 8Q (79264.770000 sec): 3 clusters
  Score: Raw -130000.972679 + Penalty 2361.491853 = -127639.480826
  nChanged 16
		SP:Iteration 9Q (79264.800000 sec): 3 clusters
  Score: Raw -130014.935006 + Penalty 2361.491853 = -127653.443153
  nChanged 16
		SP:Iteration 10Q (79264.830000 sec): 3 clusters
  Score: Raw -130027.442784 + Penalty 2361.491853 = -127665.950931
  nChanged 12
		SP:Iteration 11Q (79264.860000 sec): 3 clusters
  Score: Raw -130036.198699 + Penalty 2361.491853 = -127674.706845
  nChanged 11
		SP:Iteration 12Q (79264.890000 sec): 3 clusters
  Score: Raw -130044.747930 + Penalty 2361.491853 = -127683.256077
  nChanged 13
		SP:Iteration 13Q (79264.910000 sec): 3 clusters
  Score: Raw -130053.855409 + Penalty 2361.491853 = -127692.363556
  nChanged 5
		SP:Iteration 14Q (79264.940000 sec): 3 clusters
  Score: Raw -130059.850102 + Penalty 2361.491853 = -127698.358249
  nChanged 7
		SP:Iteration 15Q (79264.970000 sec): 3 clusters
  Score: Raw -130067.324324 + Penalty 2361.491853 = -127705.832471
  nChanged 11
		SP:Iteration 16Q (79265.000000 sec): 3 clusters
  Score: Raw -130074.433334 + Penalty 2361.491853 = -127712.941481
  nChanged 8
		SP:Iteration 17Q (79265.030000 sec): 3 clusters
  Score: Raw -130078.437445 + Penalty 2361.491853 = -127716.945592
  nChanged 9
		SP:Iteration 18Q (79265.060000 sec): 3 clusters
  Score: Raw -130085.361982 + Penalty 2361.491853 = -127723.870129
  nChanged 7
		SP:Iteration 19Q (79265.090000 sec): 3 clusters
  Score: Raw -130089.050958 + Penalty 2361.491853 = -127727.559105
  nChanged 3
		SP:Iteration 20F (79265.110000 sec): 3 clusters
  Score: Raw -130090.643889 + Penalty 2361.491853 = -127729.152036
  nChanged 3
		SP:Iteration 21Q (79265.140000 sec): 3 clusters
  Score: Raw -130093.356177 + Penalty 2361.491853 = -127731.864324
  nChanged 1
		SP:Iteration 22Q (79265.170000 sec): 3 clusters
  Score: Raw -130093.811627 + Penalty 2361.491853 = -127732.319773
  nChanged 2
		SP:Iteration 23Q (79265.200000 sec): 3 clusters
  Score: Raw -130095.644595 + Penalty 2361.491853 = -127734.152741
  nChanged 3
		SP:Iteration 24Q (79265.230000 sec): 3 clusters
  Score: Raw -130098.074653 + Penalty 2361.491853 = -127736.582799
  nChanged 4
		SP:Iteration 25Q (79265.250000 sec): 3 clusters
  Score: Raw -130101.618933 + Penalty 2361.491853 = -127740.127080
  nChanged 5
		SP:Iteration 26Q (79265.280000 sec): 3 clusters
  Score: Raw -130104.118169 + Penalty 2361.491853 = -127742.626316
  nChanged 2
		SP:Iteration 27Q (79265.310000 sec): 3 clusters
  Score: Raw -130106.664345 + Penalty 2361.491853 = -127745.172492
  nChanged 3
		SP:Iteration 28Q (79265.340000 sec): 3 clusters
  Score: Raw -130107.940269 + Penalty 2361.491853 = -127746.448415
  nChanged 3
		SP:Iteration 29Q (79265.370000 sec): 3 clusters
  Score: Raw -130108.830861 + Penalty 2361.491853 = -127747.339008
  nChanged 0
		SP:Iteration 30F (79265.390000 sec): 3 clusters
  Score: Raw -130108.830861 + Penalty 2361.491853 = -127747.339008
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79265.450000 sec): 2 clusters
  Score: Raw -39176.692486 + Penalty 985.742565 = -38190.949921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79265.450000 sec): 3 clusters
  Score: Raw -39183.076488 + Penalty 1971.485129 = -37211.591359
  nChanged 95
		SP:Iteration 1F (79265.470000 sec): 3 clusters
  Score: Raw -39400.985499 + Penalty 1971.485129 = -37429.500370
  nChanged 36
		SP:Iteration 2F (79265.470000 sec): 3 clusters
  Score: Raw -39509.525563 + Penalty 1971.485129 = -37538.040433
  nChanged 23
		SP:Iteration 3F (79265.490000 sec): 3 clusters
  Score: Raw -39557.568309 + Penalty 1971.485129 = -37586.083180
  nChanged 12
		SP:Iteration 4Q (79265.490000 sec): 3 clusters
  Score: Raw -39573.939538 + Penalty 1971.485129 = -37602.454409
  nChanged 12
		SP:Iteration 5Q (79265.500000 sec): 3 clusters
  Score: Raw -39593.914676 + Penalty 1971.485129 = -37622.429546
  nChanged 8
		SP:Iteration 6Q (79265.510000 sec): 3 clusters
  Score: Raw -39605.174819 + Penalty 1971.485129 = -37633.689689
  nChanged 2
		SP:Iteration 7Q (79265.520000 sec): 3 clusters
  Score: Raw -39614.801689 + Penalty 1971.485129 = -37643.316560
  nChanged 2
		SP:Iteration 8Q (79265.530000 sec): 3 clusters
  Score: Raw -39626.104566 + Penalty 1971.485129 = -37654.619437
  nChanged 5
		SP:Iteration 9Q (79265.540000 sec): 3 clusters
  Score: Raw -39636.802958 + Penalty 1971.485129 = -37665.317829
  nChanged 1
		SP:Iteration 10Q (79265.550000 sec): 3 clusters
  Score: Raw -39638.231967 + Penalty 1971.485129 = -37666.746838
  nChanged 1
		SP:Iteration 11Q (79265.560000 sec): 3 clusters
  Score: Raw -39641.870363 + Penalty 1971.485129 = -37670.385234
  nChanged 0
		SP:Iteration 12F (79265.570000 sec): 3 clusters
  Score: Raw -39641.870363 + Penalty 1971.485129 = -37670.385234
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79265.650000 sec): 2 clusters
  Score: Raw -527905.730234 + Penalty 1400.562612 = -526505.167622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79265.800000 sec): 3 clusters
  Score: Raw -524988.635771 + Penalty 2801.125225 = -522187.510547
  nChanged 2255
		SP:Iteration 1F (79265.900000 sec): 3 clusters
  Score: Raw -526257.131022 + Penalty 2801.125225 = -523456.005797
  nChanged 418
		SP:Iteration 2F (79266.000000 sec): 3 clusters
  Score: Raw -526537.637491 + Penalty 2801.125225 = -523736.512267
  nChanged 349
		SP:Iteration 3F (79266.100000 sec): 3 clusters
  Score: Raw -526756.620383 + Penalty 2801.125225 = -523955.495158
  nChanged 283
		SP:Iteration 4F (79266.190000 sec): 3 clusters
  Score: Raw -526925.274923 + Penalty 2801.125225 = -524124.149698
  nChanged 238
		SP:Iteration 5Q (79266.290000 sec): 3 clusters
  Score: Raw -527045.360546 + Penalty 2801.125225 = -524244.235321
  nChanged 211
		SP:Iteration 6Q (79266.390000 sec): 3 clusters
  Score: Raw -527151.241312 + Penalty 2801.125225 = -524350.116087
  nChanged 182
		SP:Iteration 7Q (79266.490000 sec): 3 clusters
  Score: Raw -527234.983221 + Penalty 2801.125225 = -524433.857996
  nChanged 154
		SP:Iteration 8Q (79266.600000 sec): 3 clusters
  Score: Raw -527303.106573 + Penalty 2801.125225 = -524501.981348
  nChanged 138
		SP:Iteration 9Q (79266.700000 sec): 3 clusters
  Score: Raw -527360.589369 + Penalty 2801.125225 = -524559.464144
  nChanged 137
		SP:Iteration 10Q (79266.800000 sec): 3 clusters
  Score: Raw -527420.009913 + Penalty 2801.125225 = -524618.884688
  nChanged 124
		SP:Iteration 11Q (79266.890000 sec): 3 clusters
  Score: Raw -527478.870130 + Penalty 2801.125225 = -524677.744905
  nChanged 121
		SP:Iteration 12Q (79266.990000 sec): 3 clusters
  Score: Raw -527533.250848 + Penalty 2801.125225 = -524732.125624
  nChanged 109
		SP:Iteration 13Q (79267.090000 sec): 3 clusters
  Score: Raw -527581.244398 + Penalty 2801.125225 = -524780.119174
  nChanged 115
		SP:Iteration 14Q (79267.190000 sec): 3 clusters
  Score: Raw -527640.016192 + Penalty 2801.125225 = -524838.890968
  nChanged 128
		SP:Iteration 15Q (79267.290000 sec): 3 clusters
  Score: Raw -527711.502033 + Penalty 2801.125225 = -524910.376809
  nChanged 148
		SP:Iteration 16Q (79267.390000 sec): 3 clusters
  Score: Raw -527801.038521 + Penalty 2801.125225 = -524999.913296
  nChanged 131
		SP:Iteration 17Q (79267.490000 sec): 3 clusters
  Score: Raw -527874.458418 + Penalty 2801.125225 = -525073.333194
  nChanged 129
		SP:Iteration 18Q (79267.590000 sec): 3 clusters
  Score: Raw -527955.899520 + Penalty 2801.125225 = -525154.774296
  nChanged 135
		SP:Iteration 19Q (79267.690000 sec): 3 clusters
  Score: Raw -528045.222742 + Penalty 2801.125225 = -525244.097517
  nChanged 126
		SP:Iteration 20F (79267.790000 sec): 3 clusters
  Score: Raw -528129.974122 + Penalty 2801.125225 = -525328.848897
  nChanged 125
		SP:Iteration 21Q (79267.890000 sec): 3 clusters
  Score: Raw -528227.276571 + Penalty 2801.125225 = -525426.151346
  nChanged 126
		SP:Iteration 22Q (79267.990000 sec): 3 clusters
  Score: Raw -528347.266585 + Penalty 2801.125225 = -525546.141361
  nChanged 121
		SP:Iteration 23Q (79268.090000 sec): 3 clusters
  Score: Raw -528444.473281 + Penalty 2801.125225 = -525643.348056
  nChanged 98
		SP:Iteration 24Q (79268.190000 sec): 3 clusters
  Score: Raw -528515.578535 + Penalty 2801.125225 = -525714.453311
  nChanged 76
		SP:Iteration 25Q (79268.280000 sec): 3 clusters
  Score: Raw -528561.097196 + Penalty 2801.125225 = -525759.971971
  nChanged 51
		SP:Iteration 26Q (79268.380000 sec): 3 clusters
  Score: Raw -528592.947064 + Penalty 2801.125225 = -525791.821839
  nChanged 46
		SP:Iteration 27Q (79268.480000 sec): 3 clusters
  Score: Raw -528613.863466 + Penalty 2801.125225 = -525812.738242
  nChanged 29
		SP:Iteration 28Q (79268.580000 sec): 3 clusters
  Score: Raw -528624.489755 + Penalty 2801.125225 = -525823.364531
  nChanged 18
		SP:Iteration 29Q (79268.680000 sec): 3 clusters
  Score: Raw -528634.251268 + Penalty 2801.125225 = -525833.126044
  nChanged 21
		SP:Iteration 30Q (79268.780000 sec): 3 clusters
  Score: Raw -528645.843160 + Penalty 2801.125225 = -525844.717935
  nChanged 26
		SP:Iteration 31Q (79268.870000 sec): 3 clusters
  Score: Raw -528652.797544 + Penalty 2801.125225 = -525851.672319
  nChanged 21
		SP:Iteration 32Q (79268.970000 sec): 3 clusters
  Score: Raw -528660.598089 + Penalty 2801.125225 = -525859.472865
  nChanged 11
		SP:Iteration 33Q (79269.070000 sec): 3 clusters
  Score: Raw -528664.147639 + Penalty 2801.125225 = -525863.022415
  nChanged 9
		SP:Iteration 34Q (79269.160000 sec): 3 clusters
  Score: Raw -528666.897488 + Penalty 2801.125225 = -525865.772263
  nChanged 4
		SP:Iteration 35Q (79269.260000 sec): 3 clusters
  Score: Raw -528668.647950 + Penalty 2801.125225 = -525867.522725
  nChanged 2
		SP:Iteration 36Q (79269.360000 sec): 3 clusters
  Score: Raw -528668.982645 + Penalty 2801.125225 = -525867.857421
  nChanged 0
		SP:Iteration 37F (79269.460000 sec): 3 clusters
  Score: Raw -528668.982645 + Penalty 2801.125225 = -525867.857421
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79269.520000 sec): 2 clusters
  Score: Raw -272106.013795 + Penalty 1295.525728 = -270810.488067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79269.580000 sec): 3 clusters
  Score: Raw -270768.122659 + Penalty 2591.051455 = -268177.071204
  nChanged 1050
		SP:Iteration 1F (79269.640000 sec): 3 clusters
  Score: Raw -271420.996793 + Penalty 2591.051455 = -268829.945338
  nChanged 222
		SP:Iteration 2F (79269.690000 sec): 3 clusters
  Score: Raw -271582.719534 + Penalty 2591.051455 = -268991.668079
  nChanged 168
		SP:Iteration 3F (79269.750000 sec): 3 clusters
  Score: Raw -271689.802594 + Penalty 2591.051455 = -269098.751139
  nChanged 104
		SP:Iteration 4Q (79269.800000 sec): 3 clusters
  Score: Raw -271757.874249 + Penalty 2591.051455 = -269166.822794
  nChanged 89
		SP:Iteration 5Q (79269.860000 sec): 3 clusters
  Score: Raw -271820.847363 + Penalty 2591.051455 = -269229.795908
  nChanged 83
		SP:Iteration 6Q (79269.920000 sec): 3 clusters
  Score: Raw -271875.553271 + Penalty 2591.051455 = -269284.501815
  nChanged 76
		SP:Iteration 7Q (79269.970000 sec): 3 clusters
  Score: Raw -271926.158234 + Penalty 2591.051455 = -269335.106779
  nChanged 75
		SP:Iteration 8Q (79270.030000 sec): 3 clusters
  Score: Raw -271985.284434 + Penalty 2591.051455 = -269394.232979
  nChanged 69
		SP:Iteration 9Q (79270.080000 sec): 3 clusters
  Score: Raw -272043.241566 + Penalty 2591.051455 = -269452.190111
  nChanged 71
		SP:Iteration 10Q (79270.140000 sec): 3 clusters
  Score: Raw -272099.038102 + Penalty 2591.051455 = -269507.986647
  nChanged 72
		SP:Iteration 11Q (79270.200000 sec): 3 clusters
  Score: Raw -272152.733859 + Penalty 2591.051455 = -269561.682404
  nChanged 91
		SP:Iteration 12Q (79270.250000 sec): 3 clusters
  Score: Raw -272233.951035 + Penalty 2591.051455 = -269642.899580
  nChanged 85
		SP:Iteration 13Q (79270.310000 sec): 3 clusters
  Score: Raw -272295.900587 + Penalty 2591.051455 = -269704.849131
  nChanged 69
		SP:Iteration 14Q (79270.360000 sec): 3 clusters
  Score: Raw -272334.572155 + Penalty 2591.051455 = -269743.520700
  nChanged 47
		SP:Iteration 15Q (79270.420000 sec): 3 clusters
  Score: Raw -272361.770997 + Penalty 2591.051455 = -269770.719542
  nChanged 36
		SP:Iteration 16Q (79270.470000 sec): 3 clusters
  Score: Raw -272386.935151 + Penalty 2591.051455 = -269795.883696
  nChanged 38
		SP:Iteration 17Q (79270.530000 sec): 3 clusters
  Score: Raw -272410.860133 + Penalty 2591.051455 = -269819.808677
  nChanged 34
		SP:Iteration 18Q (79270.580000 sec): 3 clusters
  Score: Raw -272431.993970 + Penalty 2591.051455 = -269840.942515
  nChanged 30
		SP:Iteration 19Q (79270.640000 sec): 3 clusters
  Score: Raw -272446.081684 + Penalty 2591.051455 = -269855.030228
  nChanged 19
		SP:Iteration 20F (79270.690000 sec): 3 clusters
  Score: Raw -272454.800890 + Penalty 2591.051455 = -269863.749435
  nChanged 12
		SP:Iteration 21Q (79270.750000 sec): 3 clusters
  Score: Raw -272461.099600 + Penalty 2591.051455 = -269870.048145
  nChanged 13
		SP:Iteration 22Q (79270.800000 sec): 3 clusters
  Score: Raw -272466.124111 + Penalty 2591.051455 = -269875.072655
  nChanged 13
		SP:Iteration 23Q (79270.860000 sec): 3 clusters
  Score: Raw -272470.610347 + Penalty 2591.051455 = -269879.558892
  nChanged 4
		SP:Iteration 24Q (79270.910000 sec): 3 clusters
  Score: Raw -272471.644861 + Penalty 2591.051455 = -269880.593406
  nChanged 2
		SP:Iteration 25Q (79270.970000 sec): 3 clusters
  Score: Raw -272472.178532 + Penalty 2591.051455 = -269881.127076
  nChanged 1
		SP:Iteration 26Q (79271.020000 sec): 3 clusters
  Score: Raw -272472.318269 + Penalty 2591.051455 = -269881.266813
  nChanged 1
		SP:Iteration 27Q (79271.080000 sec): 3 clusters
  Score: Raw -272472.862870 + Penalty 2591.051455 = -269881.811415
  nChanged 2
		SP:Iteration 28Q (79271.130000 sec): 3 clusters
  Score: Raw -272473.384210 + Penalty 2591.051455 = -269882.332755
  nChanged 0
		SP:Iteration 29F (79271.190000 sec): 3 clusters
  Score: Raw -272473.384210 + Penalty 2591.051455 = -269882.332755
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 74 (2777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79271.250000 sec): 2 clusters
  Score: Raw -296589.414470 + Penalty 1288.483054 = -295300.931416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79271.310000 sec): 3 clusters
  Score: Raw -295278.205533 + Penalty 2576.966108 = -292701.239425
  nChanged 1063
		SP:Iteration 1F (79271.360000 sec): 3 clusters
  Score: Raw -295907.786045 + Penalty 2576.966108 = -293330.819936
  nChanged 197
		SP:Iteration 2F (79271.420000 sec): 3 clusters
  Score: Raw -296034.867783 + Penalty 2576.966108 = -293457.901675
  nChanged 144
		SP:Iteration 3F (79271.470000 sec): 3 clusters
  Score: Raw -296116.448258 + Penalty 2576.966108 = -293539.482149
  nChanged 86
		SP:Iteration 4Q (79271.520000 sec): 3 clusters
  Score: Raw -296169.901070 + Penalty 2576.966108 = -293592.934961
  nChanged 80
		SP:Iteration 5Q (79271.580000 sec): 3 clusters
  Score: Raw -296210.285798 + Penalty 2576.966108 = -293633.319690
  nChanged 62
		SP:Iteration 6Q (79271.630000 sec): 3 clusters
  Score: Raw -296240.046440 + Penalty 2576.966108 = -293663.080331
  nChanged 51
		SP:Iteration 7Q (79271.690000 sec): 3 clusters
  Score: Raw -296262.563756 + Penalty 2576.966108 = -293685.597648
  nChanged 39
		SP:Iteration 8Q (79271.740000 sec): 3 clusters
  Score: Raw -296276.475054 + Penalty 2576.966108 = -293699.508946
  nChanged 30
		SP:Iteration 9Q (79271.800000 sec): 3 clusters
  Score: Raw -296289.566091 + Penalty 2576.966108 = -293712.599983
  nChanged 22
		SP:Iteration 10Q (79271.850000 sec): 3 clusters
  Score: Raw -296298.150918 + Penalty 2576.966108 = -293721.184809
  nChanged 18
		SP:Iteration 11Q (79271.900000 sec): 3 clusters
  Score: Raw -296303.053901 + Penalty 2576.966108 = -293726.087792
  nChanged 15
		SP:Iteration 12Q (79271.960000 sec): 3 clusters
  Score: Raw -296308.845947 + Penalty 2576.966108 = -293731.879838
  nChanged 20
		SP:Iteration 13Q (79272.010000 sec): 3 clusters
  Score: Raw -296317.270815 + Penalty 2576.966108 = -293740.304707
  nChanged 19
		SP:Iteration 14Q (79272.060000 sec): 3 clusters
  Score: Raw -296325.499798 + Penalty 2576.966108 = -293748.533690
  nChanged 24
		SP:Iteration 15Q (79272.120000 sec): 3 clusters
  Score: Raw -296333.537880 + Penalty 2576.966108 = -293756.571772
  nChanged 16
		SP:Iteration 16Q (79272.170000 sec): 3 clusters
  Score: Raw -296339.387450 + Penalty 2576.966108 = -293762.421342
  nChanged 13
		SP:Iteration 17Q (79272.230000 sec): 3 clusters
  Score: Raw -296344.205311 + Penalty 2576.966108 = -293767.239203
  nChanged 11
		SP:Iteration 18Q (79272.280000 sec): 3 clusters
  Score: Raw -296346.556374 + Penalty 2576.966108 = -293769.590265
  nChanged 7
		SP:Iteration 19Q (79272.340000 sec): 3 clusters
  Score: Raw -296349.386874 + Penalty 2576.966108 = -293772.420765
  nChanged 7
		SP:Iteration 20F (79272.390000 sec): 3 clusters
  Score: Raw -296351.066801 + Penalty 2576.966108 = -293774.100693
  nChanged 9
		SP:Iteration 21Q (79272.440000 sec): 3 clusters
  Score: Raw -296352.614961 + Penalty 2576.966108 = -293775.648853
  nChanged 3
		SP:Iteration 22Q (79272.500000 sec): 3 clusters
  Score: Raw -296353.541509 + Penalty 2576.966108 = -293776.575401
  nChanged 4
		SP:Iteration 23Q (79272.550000 sec): 3 clusters
  Score: Raw -296354.352402 + Penalty 2576.966108 = -293777.386293
  nChanged 1
		SP:Iteration 24Q (79272.600000 sec): 3 clusters
  Score: Raw -296354.718559 + Penalty 2576.966108 = -293777.752451
  nChanged 2
		SP:Iteration 25Q (79272.660000 sec): 3 clusters
  Score: Raw -296355.779430 + Penalty 2576.966108 = -293778.813321
  nChanged 4
		SP:Iteration 26Q (79272.710000 sec): 3 clusters
  Score: Raw -296357.280103 + Penalty 2576.966108 = -293780.313995
  nChanged 6
		SP:Iteration 27Q (79272.760000 sec): 3 clusters
  Score: Raw -296359.671457 + Penalty 2576.966108 = -293782.705349
  nChanged 7
		SP:Iteration 28Q (79272.820000 sec): 3 clusters
  Score: Raw -296361.847377 + Penalty 2576.966108 = -293784.881269
  nChanged 7
		SP:Iteration 29Q (79272.870000 sec): 3 clusters
  Score: Raw -296364.784367 + Penalty 2576.966108 = -293787.818259
  nChanged 9
		SP:Iteration 30Q (79272.920000 sec): 3 clusters
  Score: Raw -296368.418803 + Penalty 2576.966108 = -293791.452695
  nChanged 16
		SP:Iteration 31Q (79272.980000 sec): 3 clusters
  Score: Raw -296374.389257 + Penalty 2576.966108 = -293797.423148
  nChanged 8
		SP:Iteration 32Q (79273.030000 sec): 3 clusters
  Score: Raw -296378.097110 + Penalty 2576.966108 = -293801.131002
  nChanged 11
		SP:Iteration 33Q (79273.090000 sec): 3 clusters
  Score: Raw -296382.484172 + Penalty 2576.966108 = -293805.518064
  nChanged 12
		SP:Iteration 34Q (79273.140000 sec): 3 clusters
  Score: Raw -296387.485679 + Penalty 2576.966108 = -293810.519571
  nChanged 12
		SP:Iteration 35Q (79273.190000 sec): 3 clusters
  Score: Raw -296392.258821 + Penalty 2576.966108 = -293815.292712
  nChanged 12
		SP:Iteration 36Q (79273.250000 sec): 3 clusters
  Score: Raw -296397.324094 + Penalty 2576.966108 = -293820.357986
  nChanged 13
		SP:Iteration 37Q (79273.300000 sec): 3 clusters
  Score: Raw -296400.959535 + Penalty 2576.966108 = -293823.993427
  nChanged 15
		SP:Iteration 38Q (79273.360000 sec): 3 clusters
  Score: Raw -296407.958524 + Penalty 2576.966108 = -293830.992415
  nChanged 21
		SP:Iteration 39Q (79273.410000 sec): 3 clusters
  Score: Raw -296416.571306 + Penalty 2576.966108 = -293839.605197
  nChanged 23
		SP:Iteration 40F (79273.460000 sec): 3 clusters
  Score: Raw -296426.905850 + Penalty 2576.966108 = -293849.939742
  nChanged 19
		SP:Iteration 41Q (79273.520000 sec): 3 clusters
  Score: Raw -296435.840558 + Penalty 2576.966108 = -293858.874449
  nChanged 17
		SP:Iteration 42Q (79273.570000 sec): 3 clusters
  Score: Raw -296445.736930 + Penalty 2576.966108 = -293868.770821
  nChanged 18
		SP:Iteration 43Q (79273.620000 sec): 3 clusters
  Score: Raw -296451.559280 + Penalty 2576.966108 = -293874.593171
  nChanged 16
		SP:Iteration 44Q (79273.680000 sec): 3 clusters
  Score: Raw -296458.165290 + Penalty 2576.966108 = -293881.199181
  nChanged 14
		SP:Iteration 45Q (79273.730000 sec): 3 clusters
  Score: Raw -296461.953616 + Penalty 2576.966108 = -293884.987508
  nChanged 9
		SP:Iteration 46Q (79273.780000 sec): 3 clusters
  Score: Raw -296465.367690 + Penalty 2576.966108 = -293888.401582
  nChanged 13
		SP:Iteration 47Q (79273.840000 sec): 3 clusters
  Score: Raw -296468.798512 + Penalty 2576.966108 = -293891.832404
  nChanged 13
		SP:Iteration 48Q (79273.890000 sec): 3 clusters
  Score: Raw -296472.264374 + Penalty 2576.966108 = -293895.298266
  nChanged 14
		SP:Iteration 49Q (79273.950000 sec): 3 clusters
  Score: Raw -296476.090481 + Penalty 2576.966108 = -293899.124372
  nChanged 13
		SP:Iteration 50Q (79274.000000 sec): 3 clusters
  Score: Raw -296480.220116 + Penalty 2576.966108 = -293903.254007
  nChanged 12
		SP:Iteration 51Q (79274.050000 sec): 3 clusters
  Score: Raw -296483.674639 + Penalty 2576.966108 = -293906.708530
  nChanged 12
		SP:Iteration 52Q (79274.110000 sec): 3 clusters
  Score: Raw -296489.480158 + Penalty 2576.966108 = -293912.514049
  nChanged 19
		SP:Iteration 53Q (79274.160000 sec): 3 clusters
  Score: Raw -296497.977274 + Penalty 2576.966108 = -293921.011165
  nChanged 21
		SP:Iteration 54Q (79274.220000 sec): 3 clusters
  Score: Raw -296505.507139 + Penalty 2576.966108 = -293928.541031
  nChanged 19
		SP:Iteration 55Q (79274.270000 sec): 3 clusters
  Score: Raw -296512.494620 + Penalty 2576.966108 = -293935.528512
  nChanged 24
		SP:Iteration 56Q (79274.320000 sec): 3 clusters
  Score: Raw -296525.016198 + Penalty 2576.966108 = -293948.050089
  nChanged 13
		SP:Iteration 57Q (79274.370000 sec): 3 clusters
  Score: Raw -296531.398290 + Penalty 2576.966108 = -293954.432181
  nChanged 14
		SP:Iteration 58Q (79274.430000 sec): 3 clusters
  Score: Raw -296538.053612 + Penalty 2576.966108 = -293961.087503
  nChanged 21
		SP:Iteration 59Q (79274.480000 sec): 3 clusters
  Score: Raw -296547.194956 + Penalty 2576.966108 = -293970.228848
  nChanged 20
		SP:Iteration 60F (79274.530000 sec): 3 clusters
  Score: Raw -296556.585380 + Penalty 2576.966108 = -293979.619272
  nChanged 19
		SP:Iteration 61Q (79274.590000 sec): 3 clusters
  Score: Raw -296564.025752 + Penalty 2576.966108 = -293987.059643
  nChanged 18
		SP:Iteration 62Q (79274.640000 sec): 3 clusters
  Score: Raw -296572.040942 + Penalty 2576.966108 = -293995.074834
  nChanged 15
		SP:Iteration 63Q (79274.700000 sec): 3 clusters
  Score: Raw -296578.928435 + Penalty 2576.966108 = -294001.962327
  nChanged 13
		SP:Iteration 64Q (79274.750000 sec): 3 clusters
  Score: Raw -296584.090764 + Penalty 2576.966108 = -294007.124655
  nChanged 6
		SP:Iteration 65Q (79274.800000 sec): 3 clusters
  Score: Raw -296586.115437 + Penalty 2576.966108 = -294009.149328
  nChanged 9
		SP:Iteration 66Q (79274.860000 sec): 3 clusters
  Score: Raw -296589.866228 + Penalty 2576.966108 = -294012.900120
  nChanged 9
		SP:Iteration 67Q (79274.910000 sec): 3 clusters
  Score: Raw -296593.602394 + Penalty 2576.966108 = -294016.636286
  nChanged 14
		SP:Iteration 68Q (79274.960000 sec): 3 clusters
  Score: Raw -296598.399042 + Penalty 2576.966108 = -294021.432934
  nChanged 11
		SP:Iteration 69Q (79275.020000 sec): 3 clusters
  Score: Raw -296602.309863 + Penalty 2576.966108 = -294025.343755
  nChanged 6
		SP:Iteration 70Q (79275.070000 sec): 3 clusters
  Score: Raw -296604.069374 + Penalty 2576.966108 = -294027.103266
  nChanged 7
		SP:Iteration 71Q (79275.120000 sec): 3 clusters
  Score: Raw -296606.417001 + Penalty 2576.966108 = -294029.450893
  nChanged 6
		SP:Iteration 72Q (79275.180000 sec): 3 clusters
  Score: Raw -296608.329306 + Penalty 2576.966108 = -294031.363198
  nChanged 4
		SP:Iteration 73Q (79275.230000 sec): 3 clusters
  Score: Raw -296610.336521 + Penalty 2576.966108 = -294033.370413
  nChanged 4
		SP:Iteration 74Q (79275.280000 sec): 3 clusters
  Score: Raw -296612.007278 + Penalty 2576.966108 = -294035.041169
  nChanged 3
		SP:Iteration 75Q (79275.340000 sec): 3 clusters
  Score: Raw -296612.591733 + Penalty 2576.966108 = -294035.625624
  nChanged 2
		SP:Iteration 76Q (79275.390000 sec): 3 clusters
  Score: Raw -296613.307217 + Penalty 2576.966108 = -294036.341109
  nChanged 2
		SP:Iteration 77Q (79275.440000 sec): 3 clusters
  Score: Raw -296613.954198 + Penalty 2576.966108 = -294036.988090
  nChanged 3
		SP:Iteration 78Q (79275.500000 sec): 3 clusters
  Score: Raw -296615.318087 + Penalty 2576.966108 = -294038.351979
  nChanged 2
		SP:Iteration 79Q (79275.550000 sec): 3 clusters
  Score: Raw -296615.809865 + Penalty 2576.966108 = -294038.843757
  nChanged 1
		SP:Iteration 80F (79275.600000 sec): 3 clusters
  Score: Raw -296616.084962 + Penalty 2576.966108 = -294039.118853
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 75 (106184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79276.300000 sec): 2 clusters
  Score: Raw -11245751.610129 + Penalty 1880.600917 = -11243871.009212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79277.310000 sec): 3 clusters
  Score: Raw -11176515.353946 + Penalty 3761.201833 = -11172754.152113
  nChanged 50899
		SP:Iteration 1F (79278.300000 sec): 3 clusters
  Score: Raw -11206092.981236 + Penalty 3761.201833 = -11202331.779403
  nChanged 3581
		SP:Iteration 2Q (79279.320000 sec): 3 clusters
  Score: Raw -11207048.762141 + Penalty 3761.201833 = -11203287.560308
  nChanged 4209
		SP:Iteration 3Q (79280.380000 sec): 3 clusters
  Score: Raw -11208496.907784 + Penalty 3761.201833 = -11204735.705951
  nChanged 5413
		SP:Iteration 4F (79281.400000 sec): 3 clusters
  Score: Raw -11211008.798705 + Penalty 3761.201833 = -11207247.596872
  nChanged 7117
		SP:Iteration 5F (79282.360000 sec): 3 clusters
  Score: Raw -11215417.904831 + Penalty 3761.201833 = -11211656.702998
  nChanged 8812
		SP:Iteration 6F (79283.320000 sec): 3 clusters
  Score: Raw -11222426.302594 + Penalty 3761.201833 = -11218665.100761
  nChanged 9355
		SP:Iteration 7F (79284.280000 sec): 3 clusters
  Score: Raw -11231354.981854 + Penalty 3761.201833 = -11227593.780021
  nChanged 7691
		SP:Iteration 8F (79285.240000 sec): 3 clusters
  Score: Raw -11239260.809580 + Penalty 3761.201833 = -11235499.607747
  nChanged 4143
		SP:Iteration 9Q (79286.220000 sec): 3 clusters
  Score: Raw -11243564.332920 + Penalty 3761.201833 = -11239803.131087
  nChanged 1588
		SP:Iteration 10Q (79287.130000 sec): 3 clusters
  Score: Raw -11245249.429928 + Penalty 3761.201833 = -11241488.228095
  nChanged 451
		SP:Iteration 11Q (79288.000000 sec): 3 clusters
  Score: Raw -11245830.480417 + Penalty 3761.201833 = -11242069.278584
  nChanged 186
		SP:Iteration 12Q (79288.900000 sec): 3 clusters
  Score: Raw -11246041.118277 + Penalty 3761.201833 = -11242279.916443
  nChanged 110
		SP:Iteration 13Q (79289.790000 sec): 3 clusters
  Score: Raw -11246139.302768 + Penalty 3761.201833 = -11242378.100934
  nChanged 64
		SP:Iteration 14Q (79290.650000 sec): 3 clusters
  Score: Raw -11246185.800683 + Penalty 3761.201833 = -11242424.598849
  nChanged 46
		SP:Iteration 15Q (79291.510000 sec): 3 clusters
  Score: Raw -11246210.208103 + Penalty 3761.201833 = -11242449.006270
  nChanged 33
		SP:Iteration 16Q (79292.370000 sec): 3 clusters
  Score: Raw -11246227.380373 + Penalty 3761.201833 = -11242466.178540
  nChanged 22
		SP:Iteration 17Q (79293.280000 sec): 3 clusters
  Score: Raw -11246239.149960 + Penalty 3761.201833 = -11242477.948127
  nChanged 19
		SP:Iteration 18Q (79294.170000 sec): 3 clusters
  Score: Raw -11246249.643314 + Penalty 3761.201833 = -11242488.441481
  nChanged 20
		SP:Iteration 19Q (79295.020000 sec): 3 clusters
  Score: Raw -11246259.780125 + Penalty 3761.201833 = -11242498.578292
  nChanged 11
		SP:Iteration 20F (79295.960000 sec): 3 clusters
  Score: Raw -11246265.391026 + Penalty 3761.201833 = -11242504.189193
  nChanged 16
		SP:Iteration 21Q (79296.840000 sec): 3 clusters
  Score: Raw -11246273.877951 + Penalty 3761.201833 = -11242512.676117
  nChanged 15
		SP:Iteration 22Q (79297.700000 sec): 3 clusters
  Score: Raw -11246281.751249 + Penalty 3761.201833 = -11242520.549416
  nChanged 14
		SP:Iteration 23Q (79298.560000 sec): 3 clusters
  Score: Raw -11246288.907525 + Penalty 3761.201833 = -11242527.705692
  nChanged 15
		SP:Iteration 24Q (79299.470000 sec): 3 clusters
  Score: Raw -11246296.943699 + Penalty 3761.201833 = -11242535.741866
  nChanged 13
		SP:Iteration 25Q (79300.350000 sec): 3 clusters
  Score: Raw -11246302.350747 + Penalty 3761.201833 = -11242541.148913
  nChanged 13
		SP:Iteration 26Q (79301.210000 sec): 3 clusters
  Score: Raw -11246309.248148 + Penalty 3761.201833 = -11242548.046315
  nChanged 12
		SP:Iteration 27Q (79302.070000 sec): 3 clusters
  Score: Raw -11246315.841371 + Penalty 3761.201833 = -11242554.639538
  nChanged 9
		SP:Iteration 28Q (79302.930000 sec): 3 clusters
  Score: Raw -11246320.439164 + Penalty 3761.201833 = -11242559.237331
  nChanged 9
		SP:Iteration 29Q (79303.850000 sec): 3 clusters
  Score: Raw -11246325.245232 + Penalty 3761.201833 = -11242564.043399
  nChanged 7
		SP:Iteration 30Q (79304.730000 sec): 3 clusters
  Score: Raw -11246328.855363 + Penalty 3761.201833 = -11242567.653530
  nChanged 4
		SP:Iteration 31Q (79305.590000 sec): 3 clusters
  Score: Raw -11246330.395844 + Penalty 3761.201833 = -11242569.194011
  nChanged 2
		SP:Iteration 32Q (79306.450000 sec): 3 clusters
  Score: Raw -11246331.436943 + Penalty 3761.201833 = -11242570.235110
  nChanged 4
		SP:Iteration 33Q (79307.320000 sec): 3 clusters
  Score: Raw -11246333.216313 + Penalty 3761.201833 = -11242572.014480
  nChanged 5
		SP:Iteration 34Q (79308.230000 sec): 3 clusters
  Score: Raw -11246334.940431 + Penalty 3761.201833 = -11242573.738598
  nChanged 3
		SP:Iteration 35Q (79309.110000 sec): 3 clusters
  Score: Raw -11246336.063427 + Penalty 3761.201833 = -11242574.861594
  nChanged 4
		SP:Iteration 36Q (79309.970000 sec): 3 clusters
  Score: Raw -11246338.121456 + Penalty 3761.201833 = -11242576.919623
  nChanged 2
		SP:Iteration 37Q (79310.830000 sec): 3 clusters
  Score: Raw -11246338.800404 + Penalty 3761.201833 = -11242577.598571
  nChanged 2
		SP:Iteration 38Q (79311.690000 sec): 3 clusters
  Score: Raw -11246339.423432 + Penalty 3761.201833 = -11242578.221599
  nChanged 0
		SP:Iteration 39F (79312.660000 sec): 3 clusters
  Score: Raw -11246339.423432 + Penalty 3761.201833 = -11242578.221599
  nChanged 0
Iteration 299Q (79541.760000 sec): 77 clusters
  Score: Raw -107689119.373017 + Penalty 171813.424799 = -107517305.948218
  nChanged 701
Iteration 300F (79860.520000 sec): 77 clusters
  Score: Raw -107689422.334308 + Penalty 171813.424799 = -107517608.909509
  nChanged 486
Iteration 301Q (80089.670000 sec): 77 clusters
  Score: Raw -107689536.648256 + Penalty 171813.424799 = -107517723.223457
  nChanged 314
Iteration 302Q (80319.500000 sec): 77 clusters
  Score: Raw -107689585.322838 + Penalty 171813.424799 = -107517771.898039
  nChanged 239
Iteration 303Q (80549.230000 sec): 77 clusters
  Score: Raw -107689611.011324 + Penalty 171813.424799 = -107517797.586525
  nChanged 226
Iteration 304Q (80778.370000 sec): 77 clusters
  Score: Raw -107689628.428806 + Penalty 171813.424799 = -107517815.004007
  nChanged 180
Iteration 305Q (81008.660000 sec): 77 clusters
  Score: Raw -107689642.873046 + Penalty 171813.424799 = -107517829.448247
  nChanged 143
Iteration 306Q (81237.750000 sec): 77 clusters
  Score: Raw -107689653.150382 + Penalty 171813.424799 = -107517839.725584
  nChanged 132
Iteration 307Q (81467.570000 sec): 77 clusters
  Score: Raw -107689661.020179 + Penalty 171813.424799 = -107517847.595380
  nChanged 116
Iteration 308Q (81697.420000 sec): 77 clusters
  Score: Raw -107689667.008489 + Penalty 171813.424799 = -107517853.583690
  nChanged 110
Iteration 309Q (81927.120000 sec): 77 clusters
  Score: Raw -107689671.895409 + Penalty 171813.424799 = -107517858.470610
  nChanged 92
Iteration 310Q (82156.330000 sec): 77 clusters
  Score: Raw -107689676.201890 + Penalty 171813.424799 = -107517862.777091
  nChanged 72
Iteration 311Q (82386.150000 sec): 77 clusters
  Score: Raw -107689679.078782 + Penalty 171813.424799 = -107517865.653983
  nChanged 57
Iteration 312Q (82615.390000 sec): 77 clusters
  Score: Raw -107689682.089980 + Penalty 171813.424799 = -107517868.665181
  nChanged 62
Iteration 313Q (82845.530000 sec): 77 clusters
  Score: Raw -107689685.774060 + Penalty 171813.424799 = -107517872.349261
  nChanged 55
Iteration 314Q (83074.140000 sec): 77 clusters
  Score: Raw -107689688.016797 + Penalty 171813.424799 = -107517874.591998
  nChanged 56
Iteration 315Q (83303.400000 sec): 77 clusters
  Score: Raw -107689690.219091 + Penalty 171813.424799 = -107517876.794292
  nChanged 55
Iteration 316Q (83533.740000 sec): 77 clusters
  Score: Raw -107689692.865903 + Penalty 171813.424799 = -107517879.441104
  nChanged 52
Iteration 317Q (83763.570000 sec): 77 clusters
  Score: Raw -107689695.558518 + Penalty 171813.424799 = -107517882.133719
  nChanged 46
Iteration 318Q (83993.310000 sec): 77 clusters
  Score: Raw -107689697.017975 + Penalty 171813.424799 = -107517883.593176
  nChanged 27
Iteration 319Q (84223.110000 sec): 77 clusters
  Score: Raw -107689697.902999 + Penalty 171813.424799 = -107517884.478200
  nChanged 33
Iteration 320F (84542.270000 sec): 77 clusters
  Score: Raw -107689699.190544 + Penalty 171813.424799 = -107517885.765745
  nChanged 29
Iteration 321Q (84770.820000 sec): 77 clusters
  Score: Raw -107689699.964835 + Penalty 171813.424799 = -107517886.540036
  nChanged 29
Iteration 322Q (85000.620000 sec): 77 clusters
  Score: Raw -107689700.602303 + Penalty 171813.424799 = -107517887.177504
  nChanged 27
Iteration 323Q (85230.340000 sec): 77 clusters
  Score: Raw -107689701.455286 + Penalty 171813.424799 = -107517888.030488
  nChanged 31
Iteration 324Q (85460.550000 sec): 77 clusters
  Score: Raw -107689703.050186 + Penalty 171813.424799 = -107517889.625388
  nChanged 34
Iteration 325Q (85690.380000 sec): 77 clusters
  Score: Raw -107689705.573351 + Penalty 171813.424799 = -107517892.148552
  nChanged 35
Iteration 326Q (85920.750000 sec): 77 clusters
  Score: Raw -107689707.307686 + Penalty 171813.424799 = -107517893.882887
  nChanged 37
Iteration 327Q (86151.120000 sec): 77 clusters
  Score: Raw -107689708.765134 + Penalty 171813.424799 = -107517895.340335
  nChanged 35
Iteration 328Q (86380.800000 sec): 77 clusters
  Score: Raw -107689710.251274 + Penalty 171813.424799 = -107517896.826475
  nChanged 32
Iteration 329Q (86609.920000 sec): 77 clusters
  Score: Raw -107689711.813478 + Penalty 171813.424799 = -107517898.388679
  nChanged 33
Iteration 330Q (86840.300000 sec): 77 clusters
  Score: Raw -107689713.391186 + Penalty 171813.424799 = -107517899.966387
  nChanged 33
Iteration 331Q (87070.040000 sec): 77 clusters
  Score: Raw -107689714.936795 + Penalty 171813.424799 = -107517901.511996
  nChanged 31
Iteration 332Q (87299.630000 sec): 77 clusters
  Score: Raw -107689716.043975 + Penalty 171813.424799 = -107517902.619176
  nChanged 27
Iteration 333Q (87529.400000 sec): 77 clusters
  Score: Raw -107689717.523843 + Penalty 171813.424799 = -107517904.099044
  nChanged 22
Iteration 334Q (87759.220000 sec): 77 clusters
  Score: Raw -107689718.233246 + Penalty 171813.424799 = -107517904.808447
  nChanged 18
Iteration 335Q (87989.020000 sec): 77 clusters
  Score: Raw -107689718.799119 + Penalty 171813.424799 = -107517905.374321
  nChanged 18
Iteration 336Q (88218.780000 sec): 77 clusters
  Score: Raw -107689719.321184 + Penalty 171813.424799 = -107517905.896385
  nChanged 20
Iteration 337Q (88447.910000 sec): 77 clusters
  Score: Raw -107689719.679903 + Penalty 171813.424799 = -107517906.255104
  nChanged 16
Iteration 338Q (88677.610000 sec): 77 clusters
  Score: Raw -107689720.229157 + Penalty 171813.424799 = -107517906.804358
  nChanged 14
Writing temp clu file 
Because OldScore, -107517906.255104, is greater than current (better) Score,-107517906.804358 
 Compute initial score before splitting:   Score: Raw -107689720.229157 + Penalty 171813.424799 = -107517906.804358
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (131204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88678.540000 sec): 2 clusters
  Score: Raw -12584471.855118 + Penalty 1914.982654 = -12582556.872464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88679.750000 sec): 3 clusters
  Score: Raw -12498309.495002 + Penalty 3829.965309 = -12494479.529693
  nChanged 63413
		SP:Iteration 1F (88680.980000 sec): 3 clusters
  Score: Raw -12536570.612907 + Penalty 3829.965309 = -12532740.647598
  nChanged 6530
		SP:Iteration 2Q (88682.240000 sec): 3 clusters
  Score: Raw -12539348.688651 + Penalty 3829.965309 = -12535518.723342
  nChanged 7366
		SP:Iteration 3F (88683.410000 sec): 3 clusters
  Score: Raw -12542843.866146 + Penalty 3829.965309 = -12539013.900837
  nChanged 7930
		SP:Iteration 4F (88684.630000 sec): 3 clusters
  Score: Raw -12546963.331996 + Penalty 3829.965309 = -12543133.366687
  nChanged 8266
		SP:Iteration 5F (88685.800000 sec): 3 clusters
  Score: Raw -12551570.257720 + Penalty 3829.965309 = -12547740.292411
  nChanged 8052
		SP:Iteration 6F (88687.030000 sec): 3 clusters
  Score: Raw -12556561.080335 + Penalty 3829.965309 = -12552731.115027
  nChanged 7512
		SP:Iteration 7F (88688.210000 sec): 3 clusters
  Score: Raw -12561628.419877 + Penalty 3829.965309 = -12557798.454568
  nChanged 6518
		SP:Iteration 8Q (88689.500000 sec): 3 clusters
  Score: Raw -12566432.294037 + Penalty 3829.965309 = -12562602.328728
  nChanged 5477
		SP:Iteration 9Q (88690.780000 sec): 3 clusters
  Score: Raw -12570604.521876 + Penalty 3829.965309 = -12566774.556567
  nChanged 4415
		SP:Iteration 10Q (88692.010000 sec): 3 clusters
  Score: Raw -12573686.659248 + Penalty 3829.965309 = -12569856.693939
  nChanged 3410
		SP:Iteration 11Q (88693.160000 sec): 3 clusters
  Score: Raw -12575712.275169 + Penalty 3829.965309 = -12571882.309860
  nChanged 2858
		SP:Iteration 12Q (88694.290000 sec): 3 clusters
  Score: Raw -12577303.396775 + Penalty 3829.965309 = -12573473.431466
  nChanged 2552
		SP:Iteration 13Q (88695.400000 sec): 3 clusters
  Score: Raw -12578743.163658 + Penalty 3829.965309 = -12574913.198349
  nChanged 2300
		SP:Iteration 14Q (88696.520000 sec): 3 clusters
  Score: Raw -12580069.979111 + Penalty 3829.965309 = -12576240.013802
  nChanged 1900
		SP:Iteration 15Q (88697.660000 sec): 3 clusters
  Score: Raw -12581199.428573 + Penalty 3829.965309 = -12577369.463264
  nChanged 1591
		SP:Iteration 16Q (88698.790000 sec): 3 clusters
  Score: Raw -12582178.634808 + Penalty 3829.965309 = -12578348.669499
  nChanged 1269
		SP:Iteration 17Q (88699.910000 sec): 3 clusters
  Score: Raw -12582955.343809 + Penalty 3829.965309 = -12579125.378500
  nChanged 967
		SP:Iteration 18Q (88700.970000 sec): 3 clusters
  Score: Raw -12583566.189167 + Penalty 3829.965309 = -12579736.223858
  nChanged 721
		SP:Iteration 19Q (88702.080000 sec): 3 clusters
  Score: Raw -12584005.117094 + Penalty 3829.965309 = -12580175.151785
  nChanged 499
		SP:Iteration 20F (88703.210000 sec): 3 clusters
  Score: Raw -12584293.431004 + Penalty 3829.965309 = -12580463.465695
  nChanged 372
		SP:Iteration 21Q (88704.270000 sec): 3 clusters
  Score: Raw -12584514.358350 + Penalty 3829.965309 = -12580684.393041
  nChanged 288
		SP:Iteration 22Q (88705.390000 sec): 3 clusters
  Score: Raw -12584678.952104 + Penalty 3829.965309 = -12580848.986795
  nChanged 234
		SP:Iteration 23Q (88706.450000 sec): 3 clusters
  Score: Raw -12584813.987335 + Penalty 3829.965309 = -12580984.022026
  nChanged 182
		SP:Iteration 24Q (88707.560000 sec): 3 clusters
  Score: Raw -12584913.509381 + Penalty 3829.965309 = -12581083.544072
  nChanged 133
		SP:Iteration 25Q (88708.620000 sec): 3 clusters
  Score: Raw -12584971.068575 + Penalty 3829.965309 = -12581141.103267
  nChanged 95
		SP:Iteration 26Q (88709.730000 sec): 3 clusters
  Score: Raw -12585013.897760 + Penalty 3829.965309 = -12581183.932451
  nChanged 76
		SP:Iteration 27Q (88710.790000 sec): 3 clusters
  Score: Raw -12585041.926045 + Penalty 3829.965309 = -12581211.960736
  nChanged 71
		SP:Iteration 28Q (88711.900000 sec): 3 clusters
  Score: Raw -12585072.173199 + Penalty 3829.965309 = -12581242.207890
  nChanged 76
		SP:Iteration 29Q (88712.950000 sec): 3 clusters
  Score: Raw -12585101.885725 + Penalty 3829.965309 = -12581271.920416
  nChanged 64
		SP:Iteration 30Q (88714.070000 sec): 3 clusters
  Score: Raw -12585126.658520 + Penalty 3829.965309 = -12581296.693211
  nChanged 64
		SP:Iteration 31Q (88715.120000 sec): 3 clusters
  Score: Raw -12585152.535394 + Penalty 3829.965309 = -12581322.570085
  nChanged 64
		SP:Iteration 32Q (88716.210000 sec): 3 clusters
  Score: Raw -12585174.206191 + Penalty 3829.965309 = -12581344.240882
  nChanged 51
		SP:Iteration 33Q (88717.270000 sec): 3 clusters
  Score: Raw -12585190.084844 + Penalty 3829.965309 = -12581360.119535
  nChanged 42
		SP:Iteration 34Q (88718.390000 sec): 3 clusters
  Score: Raw -12585203.187077 + Penalty 3829.965309 = -12581373.221768
  nChanged 36
		SP:Iteration 35Q (88719.450000 sec): 3 clusters
  Score: Raw -12585213.071145 + Penalty 3829.965309 = -12581383.105836
  nChanged 28
		SP:Iteration 36Q (88720.560000 sec): 3 clusters
  Score: Raw -12585219.854197 + Penalty 3829.965309 = -12581389.888888
  nChanged 29
		SP:Iteration 37Q (88721.620000 sec): 3 clusters
  Score: Raw -12585227.759248 + Penalty 3829.965309 = -12581397.793939
  nChanged 23
		SP:Iteration 38Q (88722.730000 sec): 3 clusters
  Score: Raw -12585234.716199 + Penalty 3829.965309 = -12581404.750890
  nChanged 25
		SP:Iteration 39Q (88723.790000 sec): 3 clusters
  Score: Raw -12585242.867795 + Penalty 3829.965309 = -12581412.902486
  nChanged 25
		SP:Iteration 40F (88724.980000 sec): 3 clusters
  Score: Raw -12585252.864369 + Penalty 3829.965309 = -12581422.899060
  nChanged 28
		SP:Iteration 41Q (88726.070000 sec): 3 clusters
  Score: Raw -12585261.278958 + Penalty 3829.965309 = -12581431.313650
  nChanged 29
		SP:Iteration 42Q (88727.130000 sec): 3 clusters
  Score: Raw -12585270.890637 + Penalty 3829.965309 = -12581440.925328
  nChanged 35
		SP:Iteration 43Q (88728.230000 sec): 3 clusters
  Score: Raw -12585279.047704 + Penalty 3829.965309 = -12581449.082395
  nChanged 23
		SP:Iteration 44Q (88729.290000 sec): 3 clusters
  Score: Raw -12585285.112889 + Penalty 3829.965309 = -12581455.147580
  nChanged 15
		SP:Iteration 45Q (88730.400000 sec): 3 clusters
  Score: Raw -12585288.798706 + Penalty 3829.965309 = -12581458.833397
  nChanged 13
		SP:Iteration 46Q (88731.460000 sec): 3 clusters
  Score: Raw -12585291.595698 + Penalty 3829.965309 = -12581461.630389
  nChanged 12
		SP:Iteration 47Q (88732.550000 sec): 3 clusters
  Score: Raw -12585294.424776 + Penalty 3829.965309 = -12581464.459467
  nChanged 12
		SP:Iteration 48Q (88733.640000 sec): 3 clusters
  Score: Raw -12585297.562652 + Penalty 3829.965309 = -12581467.597343
  nChanged 15
		SP:Iteration 49Q (88734.700000 sec): 3 clusters
  Score: Raw -12585302.990084 + Penalty 3829.965309 = -12581473.024775
  nChanged 17
		SP:Iteration 50Q (88735.810000 sec): 3 clusters
  Score: Raw -12585309.259912 + Penalty 3829.965309 = -12581479.294603
  nChanged 25
		SP:Iteration 51Q (88736.870000 sec): 3 clusters
  Score: Raw -12585314.445625 + Penalty 3829.965309 = -12581484.480317
  nChanged 21
		SP:Iteration 52Q (88737.980000 sec): 3 clusters
  Score: Raw -12585319.035200 + Penalty 3829.965309 = -12581489.069891
  nChanged 23
		SP:Iteration 53Q (88739.040000 sec): 3 clusters
  Score: Raw -12585323.552952 + Penalty 3829.965309 = -12581493.587643
  nChanged 17
		SP:Iteration 54Q (88740.210000 sec): 3 clusters
  Score: Raw -12585328.247042 + Penalty 3829.965309 = -12581498.281733
  nChanged 13
		SP:Iteration 55Q (88741.320000 sec): 3 clusters
  Score: Raw -12585330.855434 + Penalty 3829.965309 = -12581500.890125
  nChanged 7
		SP:Iteration 56Q (88742.380000 sec): 3 clusters
  Score: Raw -12585332.550646 + Penalty 3829.965309 = -12581502.585337
  nChanged 8
		SP:Iteration 57Q (88743.490000 sec): 3 clusters
  Score: Raw -12585334.776364 + Penalty 3829.965309 = -12581504.811055
  nChanged 8
		SP:Iteration 58Q (88744.550000 sec): 3 clusters
  Score: Raw -12585337.577950 + Penalty 3829.965309 = -12581507.612642
  nChanged 13
		SP:Iteration 59Q (88745.630000 sec): 3 clusters
  Score: Raw -12585340.069718 + Penalty 3829.965309 = -12581510.104409
  nChanged 11
		SP:Iteration 60F (88746.760000 sec): 3 clusters
  Score: Raw -12585343.453672 + Penalty 3829.965309 = -12581513.488363
  nChanged 13
		SP:Iteration 61Q (88747.820000 sec): 3 clusters
  Score: Raw -12585345.962065 + Penalty 3829.965309 = -12581515.996756
  nChanged 12
		SP:Iteration 62Q (88748.880000 sec): 3 clusters
  Score: Raw -12585348.870052 + Penalty 3829.965309 = -12581518.904743
  nChanged 16
		SP:Iteration 63Q (88749.990000 sec): 3 clusters
  Score: Raw -12585352.188693 + Penalty 3829.965309 = -12581522.223384
  nChanged 10
		SP:Iteration 64Q (88751.050000 sec): 3 clusters
  Score: Raw -12585354.789875 + Penalty 3829.965309 = -12581524.824566
  nChanged 11
		SP:Iteration 65Q (88752.160000 sec): 3 clusters
  Score: Raw -12585356.559320 + Penalty 3829.965309 = -12581526.594011
  nChanged 6
		SP:Iteration 66Q (88753.260000 sec): 3 clusters
  Score: Raw -12585357.723698 + Penalty 3829.965309 = -12581527.758389
  nChanged 3
		SP:Iteration 67Q (88754.340000 sec): 3 clusters
  Score: Raw -12585358.483103 + Penalty 3829.965309 = -12581528.517794
  nChanged 5
		SP:Iteration 68Q (88755.450000 sec): 3 clusters
  Score: Raw -12585359.586610 + Penalty 3829.965309 = -12581529.621301
  nChanged 4
		SP:Iteration 69Q (88756.510000 sec): 3 clusters
  Score: Raw -12585360.036445 + Penalty 3829.965309 = -12581530.071136
  nChanged 2
		SP:Iteration 70Q (88757.610000 sec): 3 clusters
  Score: Raw -12585360.444325 + Penalty 3829.965309 = -12581530.479017
  nChanged 2
		SP:Iteration 71Q (88758.670000 sec): 3 clusters
  Score: Raw -12585360.798152 + Penalty 3829.965309 = -12581530.832843
  nChanged 7
		SP:Iteration 72Q (88759.780000 sec): 3 clusters
  Score: Raw -12585362.309210 + Penalty 3829.965309 = -12581532.343901
  nChanged 8
		SP:Iteration 73Q (88760.840000 sec): 3 clusters
  Score: Raw -12585363.893959 + Penalty 3829.965309 = -12581533.928650
  nChanged 4
		SP:Iteration 74Q (88761.950000 sec): 3 clusters
  Score: Raw -12585365.260839 + Penalty 3829.965309 = -12581535.295530
  nChanged 8
		SP:Iteration 75Q (88763.010000 sec): 3 clusters
  Score: Raw -12585366.858186 + Penalty 3829.965309 = -12581536.892877
  nChanged 11
		SP:Iteration 76Q (88764.120000 sec): 3 clusters
  Score: Raw -12585369.124966 + Penalty 3829.965309 = -12581539.159657
  nChanged 11
		SP:Iteration 77Q (88765.180000 sec): 3 clusters
  Score: Raw -12585371.467917 + Penalty 3829.965309 = -12581541.502608
  nChanged 13
		SP:Iteration 78Q (88766.290000 sec): 3 clusters
  Score: Raw -12585373.996356 + Penalty 3829.965309 = -12581544.031047
  nChanged 13
		SP:Iteration 79Q (88767.350000 sec): 3 clusters
  Score: Raw -12585377.008541 + Penalty 3829.965309 = -12581547.043232
  nChanged 15
		SP:Iteration 80F (88768.540000 sec): 3 clusters
  Score: Raw -12585381.150494 + Penalty 3829.965309 = -12581551.185185
  nChanged 15
		SP:Iteration 81Q (88769.650000 sec): 3 clusters
  Score: Raw -12585384.687177 + Penalty 3829.965309 = -12581554.721868
  nChanged 11
		SP:Iteration 82Q (88770.750000 sec): 3 clusters
  Score: Raw -12585387.174127 + Penalty 3829.965309 = -12581557.208818
  nChanged 5
		SP:Iteration 83Q (88771.810000 sec): 3 clusters
  Score: Raw -12585387.893416 + Penalty 3829.965309 = -12581557.928107
  nChanged 6
		SP:Iteration 84Q (88772.930000 sec): 3 clusters
  Score: Raw -12585389.184563 + Penalty 3829.965309 = -12581559.219254
  nChanged 7
		SP:Iteration 85Q (88773.980000 sec): 3 clusters
  Score: Raw -12585390.456050 + Penalty 3829.965309 = -12581560.490741
  nChanged 4
		SP:Iteration 86Q (88775.030000 sec): 3 clusters
  Score: Raw -12585391.164898 + Penalty 3829.965309 = -12581561.199590
  nChanged 8
		SP:Iteration 87Q (88776.140000 sec): 3 clusters
  Score: Raw -12585392.443400 + Penalty 3829.965309 = -12581562.478091
  nChanged 3
		SP:Iteration 88Q (88777.200000 sec): 3 clusters
  Score: Raw -12585392.939588 + Penalty 3829.965309 = -12581562.974279
  nChanged 1
		SP:Iteration 89Q (88778.310000 sec): 3 clusters
  Score: Raw -12585393.084898 + Penalty 3829.965309 = -12581563.119589
  nChanged 3
		SP:Iteration 90Q (88779.370000 sec): 3 clusters
  Score: Raw -12585393.466930 + Penalty 3829.965309 = -12581563.501621
  nChanged 4
		SP:Iteration 91Q (88780.480000 sec): 3 clusters
  Score: Raw -12585394.254897 + Penalty 3829.965309 = -12581564.289588
  nChanged 3
		SP:Iteration 92Q (88781.560000 sec): 3 clusters
  Score: Raw -12585394.871026 + Penalty 3829.965309 = -12581564.905717
  nChanged 1
		SP:Iteration 93Q (88782.650000 sec): 3 clusters
  Score: Raw -12585395.114772 + Penalty 3829.965309 = -12581565.149463
  nChanged 2
		SP:Iteration 94Q (88783.760000 sec): 3 clusters
  Score: Raw -12585395.692277 + Penalty 3829.965309 = -12581565.726968
  nChanged 2
		SP:Iteration 95Q (88784.810000 sec): 3 clusters
  Score: Raw -12585396.034687 + Penalty 3829.965309 = -12581566.069378
  nChanged 2
		SP:Iteration 96Q (88785.920000 sec): 3 clusters
  Score: Raw -12585396.754783 + Penalty 3829.965309 = -12581566.789475
  nChanged 3
		SP:Iteration 97Q (88786.980000 sec): 3 clusters
  Score: Raw -12585397.507707 + Penalty 3829.965309 = -12581567.542398
  nChanged 3
		SP:Iteration 98Q (88788.090000 sec): 3 clusters
  Score: Raw -12585397.849028 + Penalty 3829.965309 = -12581567.883719
  nChanged 4
		SP:Iteration 99Q (88789.150000 sec): 3 clusters
  Score: Raw -12585398.296935 + Penalty 3829.965309 = -12581568.331626
  nChanged 1
		SP:Iteration 100F (88790.350000 sec): 3 clusters
  Score: Raw -12585398.330946 + Penalty 3829.965309 = -12581568.365637
  nChanged 2
		SP:Iteration 101Q (88791.440000 sec): 3 clusters
  Score: Raw -12585398.704132 + Penalty 3829.965309 = -12581568.738823
  nChanged 1
		SP:Iteration 102Q (88792.500000 sec): 3 clusters
  Score: Raw -12585398.794898 + Penalty 3829.965309 = -12581568.829589
  nChanged 1
		SP:Iteration 103Q (88793.600000 sec): 3 clusters
  Score: Raw -12585398.862028 + Penalty 3829.965309 = -12581568.896719
  nChanged 1
		SP:Iteration 104Q (88794.660000 sec): 3 clusters
  Score: Raw -12585399.246438 + Penalty 3829.965309 = -12581569.281129
  nChanged 2
		SP:Iteration 105Q (88795.780000 sec): 3 clusters
  Score: Raw -12585399.614061 + Penalty 3829.965309 = -12581569.648752
  nChanged 2
		SP:Iteration 106Q (88796.830000 sec): 3 clusters
  Score: Raw -12585399.792243 + Penalty 3829.965309 = -12581569.826934
  nChanged 1
		SP:Iteration 107Q (88797.940000 sec): 3 clusters
  Score: Raw -12585400.049487 + Penalty 3829.965309 = -12581570.084178
  nChanged 0
		SP:Iteration 108F (88799.080000 sec): 3 clusters
  Score: Raw -12585400.049487 + Penalty 3829.965309 = -12581570.084178
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88799.380000 sec): 2 clusters
  Score: Raw -3815676.288647 + Penalty 1706.355109 = -3813969.933538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88799.820000 sec): 3 clusters
  Score: Raw -3793021.117216 + Penalty 3412.710218 = -3789608.406999
  nChanged 16815
		SP:Iteration 1F (88800.250000 sec): 3 clusters
  Score: Raw -3802326.849813 + Penalty 3412.710218 = -3798914.139595
  nChanged 1565
		SP:Iteration 2Q (88800.700000 sec): 3 clusters
  Score: Raw -3802828.156755 + Penalty 3412.710218 = -3799415.446537
  nChanged 1619
		SP:Iteration 3Q (88801.120000 sec): 3 clusters
  Score: Raw -3803447.240099 + Penalty 3412.710218 = -3800034.529881
  nChanged 1830
		SP:Iteration 4F (88801.550000 sec): 3 clusters
  Score: Raw -3804317.088072 + Penalty 3412.710218 = -3800904.377854
  nChanged 2217
		SP:Iteration 5F (88801.980000 sec): 3 clusters
  Score: Raw -3805604.559936 + Penalty 3412.710218 = -3802191.849718
  nChanged 2548
		SP:Iteration 6F (88802.410000 sec): 3 clusters
  Score: Raw -3807394.562926 + Penalty 3412.710218 = -3803981.852709
  nChanged 2657
		SP:Iteration 7F (88802.830000 sec): 3 clusters
  Score: Raw -3809497.383353 + Penalty 3412.710218 = -3806084.673135
  nChanged 2386
		SP:Iteration 8F (88803.260000 sec): 3 clusters
  Score: Raw -3811540.626958 + Penalty 3412.710218 = -3808127.916740
  nChanged 1888
		SP:Iteration 9F (88803.640000 sec): 3 clusters
  Score: Raw -3813255.324475 + Penalty 3412.710218 = -3809842.614258
  nChanged 1286
		SP:Iteration 10Q (88804.040000 sec): 3 clusters
  Score: Raw -3814413.938508 + Penalty 3412.710218 = -3811001.228291
  nChanged 720
		SP:Iteration 11Q (88804.450000 sec): 3 clusters
  Score: Raw -3815031.721339 + Penalty 3412.710218 = -3811619.011121
  nChanged 426
		SP:Iteration 12Q (88804.790000 sec): 3 clusters
  Score: Raw -3815386.853430 + Penalty 3412.710218 = -3811974.143213
  nChanged 244
		SP:Iteration 13Q (88805.180000 sec): 3 clusters
  Score: Raw -3815576.289902 + Penalty 3412.710218 = -3812163.579685
  nChanged 158
		SP:Iteration 14Q (88805.520000 sec): 3 clusters
  Score: Raw -3815693.354669 + Penalty 3412.710218 = -3812280.644451
  nChanged 97
		SP:Iteration 15Q (88805.920000 sec): 3 clusters
  Score: Raw -3815773.778302 + Penalty 3412.710218 = -3812361.068084
  nChanged 75
		SP:Iteration 16Q (88806.300000 sec): 3 clusters
  Score: Raw -3815840.166132 + Penalty 3412.710218 = -3812427.455915
  nChanged 62
		SP:Iteration 17Q (88806.690000 sec): 3 clusters
  Score: Raw -3815898.169756 + Penalty 3412.710218 = -3812485.459538
  nChanged 39
		SP:Iteration 18Q (88807.030000 sec): 3 clusters
  Score: Raw -3815929.296209 + Penalty 3412.710218 = -3812516.585991
  nChanged 26
		SP:Iteration 19Q (88807.430000 sec): 3 clusters
  Score: Raw -3815946.963642 + Penalty 3412.710218 = -3812534.253424
  nChanged 16
		SP:Iteration 20F (88807.810000 sec): 3 clusters
  Score: Raw -3815957.978894 + Penalty 3412.710218 = -3812545.268676
  nChanged 10
		SP:Iteration 21Q (88808.200000 sec): 3 clusters
  Score: Raw -3815963.126063 + Penalty 3412.710218 = -3812550.415846
  nChanged 5
		SP:Iteration 22Q (88808.550000 sec): 3 clusters
  Score: Raw -3815966.512789 + Penalty 3412.710218 = -3812553.802571
  nChanged 6
		SP:Iteration 23Q (88808.940000 sec): 3 clusters
  Score: Raw -3815970.861205 + Penalty 3412.710218 = -3812558.150988
  nChanged 9
		SP:Iteration 24Q (88809.280000 sec): 3 clusters
  Score: Raw -3815978.509377 + Penalty 3412.710218 = -3812565.799159
  nChanged 6
		SP:Iteration 25Q (88809.670000 sec): 3 clusters
  Score: Raw -3815983.832921 + Penalty 3412.710218 = -3812571.122703
  nChanged 5
		SP:Iteration 26Q (88810.040000 sec): 3 clusters
  Score: Raw -3815988.462235 + Penalty 3412.710218 = -3812575.752017
  nChanged 5
		SP:Iteration 27Q (88810.430000 sec): 3 clusters
  Score: Raw -3815992.303681 + Penalty 3412.710218 = -3812579.593463
  nChanged 5
		SP:Iteration 28Q (88810.780000 sec): 3 clusters
  Score: Raw -3815995.715674 + Penalty 3412.710218 = -3812583.005457
  nChanged 3
		SP:Iteration 29Q (88811.120000 sec): 3 clusters
  Score: Raw -3815998.429954 + Penalty 3412.710218 = -3812585.719736
  nChanged 1
		SP:Iteration 30Q (88811.510000 sec): 3 clusters
  Score: Raw -3815998.621251 + Penalty 3412.710218 = -3812585.911033
  nChanged 0
		SP:Iteration 31F (88811.880000 sec): 3 clusters
  Score: Raw -3815998.621251 + Penalty 3412.710218 = -3812585.911033
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88812.020000 sec): 2 clusters
  Score: Raw -1427583.938720 + Penalty 1544.372464 = -1426039.566256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88812.220000 sec): 3 clusters
  Score: Raw -1419726.823182 + Penalty 3088.744927 = -1416638.078255
  nChanged 5914
		SP:Iteration 1F (88812.420000 sec): 3 clusters
  Score: Raw -1423083.646934 + Penalty 3088.744927 = -1419994.902007
  nChanged 730
		SP:Iteration 2F (88812.630000 sec): 3 clusters
  Score: Raw -1423397.412774 + Penalty 3088.744927 = -1420308.667847
  nChanged 642
		SP:Iteration 3Q (88812.820000 sec): 3 clusters
  Score: Raw -1423701.895549 + Penalty 3088.744927 = -1420613.150622
  nChanged 595
		SP:Iteration 4Q (88813.060000 sec): 3 clusters
  Score: Raw -1424009.168377 + Penalty 3088.744927 = -1420920.423450
  nChanged 558
		SP:Iteration 5Q (88813.260000 sec): 3 clusters
  Score: Raw -1424298.581128 + Penalty 3088.744927 = -1421209.836201
  nChanged 562
		SP:Iteration 6Q (88813.490000 sec): 3 clusters
  Score: Raw -1424594.179592 + Penalty 3088.744927 = -1421505.434665
  nChanged 569
		SP:Iteration 7Q (88813.680000 sec): 3 clusters
  Score: Raw -1424965.885909 + Penalty 3088.744927 = -1421877.140982
  nChanged 595
		SP:Iteration 8Q (88813.870000 sec): 3 clusters
  Score: Raw -1425361.067158 + Penalty 3088.744927 = -1422272.322231
  nChanged 555
		SP:Iteration 9Q (88814.090000 sec): 3 clusters
  Score: Raw -1425690.965872 + Penalty 3088.744927 = -1422602.220945
  nChanged 488
		SP:Iteration 10Q (88814.320000 sec): 3 clusters
  Score: Raw -1425924.206982 + Penalty 3088.744927 = -1422835.462055
  nChanged 389
		SP:Iteration 11Q (88814.510000 sec): 3 clusters
  Score: Raw -1426094.211854 + Penalty 3088.744927 = -1423005.466927
  nChanged 349
		SP:Iteration 12Q (88814.730000 sec): 3 clusters
  Score: Raw -1426233.362958 + Penalty 3088.744927 = -1423144.618031
  nChanged 292
		SP:Iteration 13Q (88814.930000 sec): 3 clusters
  Score: Raw -1426360.474071 + Penalty 3088.744927 = -1423271.729144
  nChanged 269
		SP:Iteration 14Q (88815.120000 sec): 3 clusters
  Score: Raw -1426471.173909 + Penalty 3088.744927 = -1423382.428982
  nChanged 229
		SP:Iteration 15Q (88815.310000 sec): 3 clusters
  Score: Raw -1426546.646332 + Penalty 3088.744927 = -1423457.901405
  nChanged 179
		SP:Iteration 16Q (88815.520000 sec): 3 clusters
  Score: Raw -1426602.731210 + Penalty 3088.744927 = -1423513.986283
  nChanged 154
		SP:Iteration 17Q (88815.700000 sec): 3 clusters
  Score: Raw -1426650.262941 + Penalty 3088.744927 = -1423561.518014
  nChanged 136
		SP:Iteration 18Q (88815.920000 sec): 3 clusters
  Score: Raw -1426694.118292 + Penalty 3088.744927 = -1423605.373365
  nChanged 137
		SP:Iteration 19Q (88816.100000 sec): 3 clusters
  Score: Raw -1426735.054118 + Penalty 3088.744927 = -1423646.309191
  nChanged 123
		SP:Iteration 20F (88816.290000 sec): 3 clusters
  Score: Raw -1426770.825313 + Penalty 3088.744927 = -1423682.080386
  nChanged 115
		SP:Iteration 21Q (88816.480000 sec): 3 clusters
  Score: Raw -1426801.600129 + Penalty 3088.744927 = -1423712.855202
  nChanged 92
		SP:Iteration 22Q (88816.680000 sec): 3 clusters
  Score: Raw -1426826.077580 + Penalty 3088.744927 = -1423737.332653
  nChanged 89
		SP:Iteration 23Q (88816.860000 sec): 3 clusters
  Score: Raw -1426853.294734 + Penalty 3088.744927 = -1423764.549807
  nChanged 89
		SP:Iteration 24Q (88817.040000 sec): 3 clusters
  Score: Raw -1426875.865220 + Penalty 3088.744927 = -1423787.120293
  nChanged 66
		SP:Iteration 25Q (88817.230000 sec): 3 clusters
  Score: Raw -1426890.216383 + Penalty 3088.744927 = -1423801.471456
  nChanged 71
		SP:Iteration 26Q (88817.440000 sec): 3 clusters
  Score: Raw -1426908.003552 + Penalty 3088.744927 = -1423819.258625
  nChanged 74
		SP:Iteration 27Q (88817.610000 sec): 3 clusters
  Score: Raw -1426924.947534 + Penalty 3088.744927 = -1423836.202607
  nChanged 71
		SP:Iteration 28Q (88817.790000 sec): 3 clusters
  Score: Raw -1426942.554815 + Penalty 3088.744927 = -1423853.809888
  nChanged 71
		SP:Iteration 29Q (88817.970000 sec): 3 clusters
  Score: Raw -1426962.378976 + Penalty 3088.744927 = -1423873.634049
  nChanged 79
		SP:Iteration 30Q (88818.180000 sec): 3 clusters
  Score: Raw -1426988.186188 + Penalty 3088.744927 = -1423899.441261
  nChanged 92
		SP:Iteration 31Q (88818.380000 sec): 3 clusters
  Score: Raw -1427017.428678 + Penalty 3088.744927 = -1423928.683751
  nChanged 89
		SP:Iteration 32Q (88818.560000 sec): 3 clusters
  Score: Raw -1427043.394760 + Penalty 3088.744927 = -1423954.649833
  nChanged 90
		SP:Iteration 33Q (88818.740000 sec): 3 clusters
  Score: Raw -1427072.460266 + Penalty 3088.744927 = -1423983.715339
  nChanged 76
		SP:Iteration 34Q (88818.950000 sec): 3 clusters
  Score: Raw -1427095.440834 + Penalty 3088.744927 = -1424006.695907
  nChanged 70
		SP:Iteration 35Q (88819.120000 sec): 3 clusters
  Score: Raw -1427121.133254 + Penalty 3088.744927 = -1424032.388327
  nChanged 88
		SP:Iteration 36Q (88819.300000 sec): 3 clusters
  Score: Raw -1427152.765840 + Penalty 3088.744927 = -1424064.020913
  nChanged 94
		SP:Iteration 37Q (88819.480000 sec): 3 clusters
  Score: Raw -1427185.102610 + Penalty 3088.744927 = -1424096.357683
  nChanged 82
		SP:Iteration 38Q (88819.680000 sec): 3 clusters
  Score: Raw -1427215.819427 + Penalty 3088.744927 = -1424127.074500
  nChanged 94
		SP:Iteration 39Q (88819.870000 sec): 3 clusters
  Score: Raw -1427252.624146 + Penalty 3088.744927 = -1424163.879219
  nChanged 86
		SP:Iteration 40F (88820.070000 sec): 3 clusters
  Score: Raw -1427284.931796 + Penalty 3088.744927 = -1424196.186869
  nChanged 79
		SP:Iteration 41Q (88820.240000 sec): 3 clusters
  Score: Raw -1427319.818294 + Penalty 3088.744927 = -1424231.073367
  nChanged 81
		SP:Iteration 42Q (88820.450000 sec): 3 clusters
  Score: Raw -1427359.694701 + Penalty 3088.744927 = -1424270.949774
  nChanged 76
		SP:Iteration 43Q (88820.660000 sec): 3 clusters
  Score: Raw -1427397.549208 + Penalty 3088.744927 = -1424308.804281
  nChanged 68
		SP:Iteration 44Q (88820.860000 sec): 3 clusters
  Score: Raw -1427430.971796 + Penalty 3088.744927 = -1424342.226869
  nChanged 64
		SP:Iteration 45Q (88821.040000 sec): 3 clusters
  Score: Raw -1427460.342089 + Penalty 3088.744927 = -1424371.597162
  nChanged 54
		SP:Iteration 46Q (88821.220000 sec): 3 clusters
  Score: Raw -1427482.865455 + Penalty 3088.744927 = -1424394.120528
  nChanged 35
		SP:Iteration 47Q (88821.410000 sec): 3 clusters
  Score: Raw -1427497.046563 + Penalty 3088.744927 = -1424408.301636
  nChanged 36
		SP:Iteration 48Q (88821.580000 sec): 3 clusters
  Score: Raw -1427512.562621 + Penalty 3088.744927 = -1424423.817694
  nChanged 37
		SP:Iteration 49Q (88821.750000 sec): 3 clusters
  Score: Raw -1427528.209306 + Penalty 3088.744927 = -1424439.464379
  nChanged 28
		SP:Iteration 50Q (88821.950000 sec): 3 clusters
  Score: Raw -1427539.729409 + Penalty 3088.744927 = -1424450.984482
  nChanged 31
		SP:Iteration 51Q (88822.110000 sec): 3 clusters
  Score: Raw -1427554.564166 + Penalty 3088.744927 = -1424465.819239
  nChanged 31
		SP:Iteration 52Q (88822.290000 sec): 3 clusters
  Score: Raw -1427568.050994 + Penalty 3088.744927 = -1424479.306067
  nChanged 29
		SP:Iteration 53Q (88822.460000 sec): 3 clusters
  Score: Raw -1427584.483532 + Penalty 3088.744927 = -1424495.738605
  nChanged 26
		SP:Iteration 54Q (88822.660000 sec): 3 clusters
  Score: Raw -1427600.667938 + Penalty 3088.744927 = -1424511.923011
  nChanged 20
		SP:Iteration 55Q (88822.830000 sec): 3 clusters
  Score: Raw -1427613.012709 + Penalty 3088.744927 = -1424524.267782
  nChanged 20
		SP:Iteration 56Q (88823.000000 sec): 3 clusters
  Score: Raw -1427623.677162 + Penalty 3088.744927 = -1424534.932235
  nChanged 19
		SP:Iteration 57Q (88823.230000 sec): 3 clusters
  Score: Raw -1427634.846543 + Penalty 3088.744927 = -1424546.101616
  nChanged 24
		SP:Iteration 58Q (88823.440000 sec): 3 clusters
  Score: Raw -1427647.812371 + Penalty 3088.744927 = -1424559.067444
  nChanged 23
		SP:Iteration 59Q (88823.650000 sec): 3 clusters
  Score: Raw -1427658.241002 + Penalty 3088.744927 = -1424569.496075
  nChanged 9
		SP:Iteration 60F (88823.840000 sec): 3 clusters
  Score: Raw -1427663.072642 + Penalty 3088.744927 = -1424574.327715
  nChanged 12
		SP:Iteration 61Q (88824.020000 sec): 3 clusters
  Score: Raw -1427669.316921 + Penalty 3088.744927 = -1424580.571994
  nChanged 13
		SP:Iteration 62Q (88824.190000 sec): 3 clusters
  Score: Raw -1427675.421202 + Penalty 3088.744927 = -1424586.676275
  nChanged 5
		SP:Iteration 63Q (88824.420000 sec): 3 clusters
  Score: Raw -1427678.353271 + Penalty 3088.744927 = -1424589.608344
  nChanged 4
		SP:Iteration 64Q (88824.630000 sec): 3 clusters
  Score: Raw -1427680.067301 + Penalty 3088.744927 = -1424591.322374
  nChanged 2
		SP:Iteration 65Q (88824.830000 sec): 3 clusters
  Score: Raw -1427681.405724 + Penalty 3088.744927 = -1424592.660797
  nChanged 4
		SP:Iteration 66Q (88825.000000 sec): 3 clusters
  Score: Raw -1427683.924243 + Penalty 3088.744927 = -1424595.179315
  nChanged 8
		SP:Iteration 67Q (88825.180000 sec): 3 clusters
  Score: Raw -1427688.147533 + Penalty 3088.744927 = -1424599.402606
  nChanged 8
		SP:Iteration 68Q (88825.380000 sec): 3 clusters
  Score: Raw -1427692.836528 + Penalty 3088.744927 = -1424604.091601
  nChanged 11
		SP:Iteration 69Q (88825.560000 sec): 3 clusters
  Score: Raw -1427700.877618 + Penalty 3088.744927 = -1424612.132691
  nChanged 12
		SP:Iteration 70Q (88825.730000 sec): 3 clusters
  Score: Raw -1427707.933401 + Penalty 3088.744927 = -1424619.188474
  nChanged 10
		SP:Iteration 71Q (88825.930000 sec): 3 clusters
  Score: Raw -1427715.228430 + Penalty 3088.744927 = -1424626.483503
  nChanged 11
		SP:Iteration 72Q (88826.110000 sec): 3 clusters
  Score: Raw -1427722.860827 + Penalty 3088.744927 = -1424634.115900
  nChanged 10
		SP:Iteration 73Q (88826.280000 sec): 3 clusters
  Score: Raw -1427728.795717 + Penalty 3088.744927 = -1424640.050790
  nChanged 7
		SP:Iteration 74Q (88826.480000 sec): 3 clusters
  Score: Raw -1427731.504482 + Penalty 3088.744927 = -1424642.759555
  nChanged 3
		SP:Iteration 75Q (88826.650000 sec): 3 clusters
  Score: Raw -1427733.666955 + Penalty 3088.744927 = -1424644.922028
  nChanged 2
		SP:Iteration 76Q (88826.840000 sec): 3 clusters
  Score: Raw -1427734.817670 + Penalty 3088.744927 = -1424646.072743
  nChanged 0
		SP:Iteration 77F (88827.050000 sec): 3 clusters
  Score: Raw -1427734.817670 + Penalty 3088.744927 = -1424646.072743
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (113779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88827.750000 sec): 2 clusters
  Score: Raw -11882695.285827 + Penalty 1891.827153 = -11880803.458674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88828.790000 sec): 3 clusters
  Score: Raw -11808127.389015 + Penalty 3783.654306 = -11804343.734709
  nChanged 54542
		SP:Iteration 1F (88829.820000 sec): 3 clusters
  Score: Raw -11840179.956018 + Penalty 3783.654306 = -11836396.301712
  nChanged 4621
		SP:Iteration 2Q (88830.960000 sec): 3 clusters
  Score: Raw -11841724.831417 + Penalty 3783.654306 = -11837941.177111
  nChanged 5676
		SP:Iteration 3Q (88832.110000 sec): 3 clusters
  Score: Raw -11844207.462119 + Penalty 3783.654306 = -11840423.807813
  nChanged 7287
		SP:Iteration 4F (88833.190000 sec): 3 clusters
  Score: Raw -11848515.451603 + Penalty 3783.654306 = -11844731.797297
  nChanged 9353
		SP:Iteration 5F (88834.240000 sec): 3 clusters
  Score: Raw -11855668.279737 + Penalty 3783.654306 = -11851884.625431
  nChanged 10391
		SP:Iteration 6F (88835.290000 sec): 3 clusters
  Score: Raw -11865299.471055 + Penalty 3783.654306 = -11861515.816749
  nChanged 9025
		SP:Iteration 7F (88836.350000 sec): 3 clusters
  Score: Raw -11874430.440640 + Penalty 3783.654306 = -11870646.786334
  nChanged 5450
		SP:Iteration 8Q (88837.390000 sec): 3 clusters
  Score: Raw -11879888.521440 + Penalty 3783.654306 = -11876104.867134
  nChanged 2162
		SP:Iteration 9Q (88838.390000 sec): 3 clusters
  Score: Raw -11881924.857929 + Penalty 3783.654306 = -11878141.203622
  nChanged 653
		SP:Iteration 10Q (88839.360000 sec): 3 clusters
  Score: Raw -11882539.347879 + Penalty 3783.654306 = -11878755.693573
  nChanged 198
		SP:Iteration 11Q (88840.310000 sec): 3 clusters
  Score: Raw -11882756.464819 + Penalty 3783.654306 = -11878972.810513
  nChanged 74
		SP:Iteration 12Q (88841.260000 sec): 3 clusters
  Score: Raw -11882861.415771 + Penalty 3783.654306 = -11879077.761465
  nChanged 37
		SP:Iteration 13Q (88842.170000 sec): 3 clusters
  Score: Raw -11882903.446430 + Penalty 3783.654306 = -11879119.792124
  nChanged 10
		SP:Iteration 14Q (88843.090000 sec): 3 clusters
  Score: Raw -11882917.866037 + Penalty 3783.654306 = -11879134.211731
  nChanged 5
		SP:Iteration 15Q (88844.000000 sec): 3 clusters
  Score: Raw -11882924.061493 + Penalty 3783.654306 = -11879140.407187
  nChanged 2
		SP:Iteration 16Q (88844.920000 sec): 3 clusters
  Score: Raw -11882926.803768 + Penalty 3783.654306 = -11879143.149462
  nChanged 3
		SP:Iteration 17Q (88845.830000 sec): 3 clusters
  Score: Raw -11882930.177226 + Penalty 3783.654306 = -11879146.522920
  nChanged 1
		SP:Iteration 18Q (88846.750000 sec): 3 clusters
  Score: Raw -11882931.297861 + Penalty 3783.654306 = -11879147.643555
  nChanged 3
		SP:Iteration 19Q (88847.690000 sec): 3 clusters
  Score: Raw -11882934.025691 + Penalty 3783.654306 = -11879150.371384
  nChanged 1
		SP:Iteration 20F (88848.680000 sec): 3 clusters
  Score: Raw -11882934.892911 + Penalty 3783.654306 = -11879151.238605
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (8920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88848.770000 sec): 2 clusters
  Score: Raw -962799.333086 + Penalty 1478.108324 = -961321.224761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88848.940000 sec): 3 clusters
  Score: Raw -957726.539021 + Penalty 2956.216648 = -954770.322372
  nChanged 3808
		SP:Iteration 1F (88849.070000 sec): 3 clusters
  Score: Raw -959781.449870 + Penalty 2956.216648 = -956825.233221
  nChanged 542
		SP:Iteration 2F (88849.200000 sec): 3 clusters
  Score: Raw -960003.325217 + Penalty 2956.216648 = -957047.108568
  nChanged 438
		SP:Iteration 3Q (88849.340000 sec): 3 clusters
  Score: Raw -960192.003442 + Penalty 2956.216648 = -957235.786793
  nChanged 406
		SP:Iteration 4Q (88849.490000 sec): 3 clusters
  Score: Raw -960365.381859 + Penalty 2956.216648 = -957409.165211
  nChanged 397
		SP:Iteration 5Q (88849.640000 sec): 3 clusters
  Score: Raw -960543.848025 + Penalty 2956.216648 = -957587.631377
  nChanged 401
		SP:Iteration 6Q (88849.780000 sec): 3 clusters
  Score: Raw -960748.951443 + Penalty 2956.216648 = -957792.734795
  nChanged 427
		SP:Iteration 7Q (88849.920000 sec): 3 clusters
  Score: Raw -960997.440679 + Penalty 2956.216648 = -958041.224030
  nChanged 416
		SP:Iteration 8Q (88850.070000 sec): 3 clusters
  Score: Raw -961257.614750 + Penalty 2956.216648 = -958301.398101
  nChanged 458
		SP:Iteration 9F (88850.210000 sec): 3 clusters
  Score: Raw -961587.354680 + Penalty 2956.216648 = -958631.138032
  nChanged 428
		SP:Iteration 10Q (88850.360000 sec): 3 clusters
  Score: Raw -961912.314524 + Penalty 2956.216648 = -958956.097876
  nChanged 357
		SP:Iteration 11Q (88850.500000 sec): 3 clusters
  Score: Raw -962205.606832 + Penalty 2956.216648 = -959249.390184
  nChanged 266
		SP:Iteration 12Q (88850.620000 sec): 3 clusters
  Score: Raw -962438.424116 + Penalty 2956.216648 = -959482.207467
  nChanged 181
		SP:Iteration 13Q (88850.760000 sec): 3 clusters
  Score: Raw -962621.042761 + Penalty 2956.216648 = -959664.826113
  nChanged 131
		SP:Iteration 14Q (88850.900000 sec): 3 clusters
  Score: Raw -962759.129609 + Penalty 2956.216648 = -959802.912961
  nChanged 75
		SP:Iteration 15Q (88851.040000 sec): 3 clusters
  Score: Raw -962837.323530 + Penalty 2956.216648 = -959881.106882
  nChanged 44
		SP:Iteration 16Q (88851.180000 sec): 3 clusters
  Score: Raw -962880.679692 + Penalty 2956.216648 = -959924.463043
  nChanged 23
		SP:Iteration 17Q (88851.310000 sec): 3 clusters
  Score: Raw -962908.477701 + Penalty 2956.216648 = -959952.261052
  nChanged 22
		SP:Iteration 18Q (88851.440000 sec): 3 clusters
  Score: Raw -962931.968438 + Penalty 2956.216648 = -959975.751790
  nChanged 8
		SP:Iteration 19Q (88851.570000 sec): 3 clusters
  Score: Raw -962941.300247 + Penalty 2956.216648 = -959985.083599
  nChanged 8
		SP:Iteration 20F (88851.700000 sec): 3 clusters
  Score: Raw -962955.860426 + Penalty 2956.216648 = -959999.643778
  nChanged 11
		SP:Iteration 21Q (88851.830000 sec): 3 clusters
  Score: Raw -962970.094657 + Penalty 2956.216648 = -960013.878008
  nChanged 8
		SP:Iteration 22Q (88851.960000 sec): 3 clusters
  Score: Raw -962977.988380 + Penalty 2956.216648 = -960021.771732
  nChanged 7
		SP:Iteration 23Q (88852.090000 sec): 3 clusters
  Score: Raw -962986.740984 + Penalty 2956.216648 = -960030.524335
  nChanged 7
		SP:Iteration 24Q (88852.220000 sec): 3 clusters
  Score: Raw -962995.651008 + Penalty 2956.216648 = -960039.434359
  nChanged 5
		SP:Iteration 25Q (88852.350000 sec): 3 clusters
  Score: Raw -963003.471306 + Penalty 2956.216648 = -960047.254658
  nChanged 10
		SP:Iteration 26Q (88852.480000 sec): 3 clusters
  Score: Raw -963021.850487 + Penalty 2956.216648 = -960065.633838
  nChanged 9
		SP:Iteration 27Q (88852.620000 sec): 3 clusters
  Score: Raw -963032.421129 + Penalty 2956.216648 = -960076.204481
  nChanged 5
		SP:Iteration 28Q (88852.750000 sec): 3 clusters
  Score: Raw -963039.016897 + Penalty 2956.216648 = -960082.800249
  nChanged 3
		SP:Iteration 29Q (88852.870000 sec): 3 clusters
  Score: Raw -963044.690413 + Penalty 2956.216648 = -960088.473764
  nChanged 4
		SP:Iteration 30Q (88852.980000 sec): 3 clusters
  Score: Raw -963050.740282 + Penalty 2956.216648 = -960094.523633
  nChanged 3
		SP:Iteration 31Q (88853.110000 sec): 3 clusters
  Score: Raw -963054.513247 + Penalty 2956.216648 = -960098.296599
  nChanged 4
		SP:Iteration 32Q (88853.240000 sec): 3 clusters
  Score: Raw -963059.407057 + Penalty 2956.216648 = -960103.190408
  nChanged 2
		SP:Iteration 33Q (88853.370000 sec): 3 clusters
  Score: Raw -963061.827401 + Penalty 2956.216648 = -960105.610752
  nChanged 1
		SP:Iteration 34Q (88853.500000 sec): 3 clusters
  Score: Raw -963062.697833 + Penalty 2956.216648 = -960106.481185
  nChanged 0
		SP:Iteration 35F (88853.640000 sec): 3 clusters
  Score: Raw -963062.697833 + Penalty 2956.216648 = -960106.481185
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88853.710000 sec): 2 clusters
  Score: Raw -159635.143555 + Penalty 1219.374121 = -158415.769433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88853.750000 sec): 3 clusters
  Score: Raw -158854.472349 + Penalty 2438.748243 = -156415.724107
  nChanged 634
		SP:Iteration 1F (88853.790000 sec): 3 clusters
  Score: Raw -159329.461461 + Penalty 2438.748243 = -156890.713218
  nChanged 178
		SP:Iteration 2F (88853.830000 sec): 3 clusters
  Score: Raw -159489.430079 + Penalty 2438.748243 = -157050.681836
  nChanged 107
		SP:Iteration 3F (88853.870000 sec): 3 clusters
  Score: Raw -159593.628358 + Penalty 2438.748243 = -157154.880116
  nChanged 82
		SP:Iteration 4Q (88853.900000 sec): 3 clusters
  Score: Raw -159671.635737 + Penalty 2438.748243 = -157232.887494
  nChanged 69
		SP:Iteration 5Q (88853.940000 sec): 3 clusters
  Score: Raw -159729.092339 + Penalty 2438.748243 = -157290.344096
  nChanged 52
		SP:Iteration 6Q (88853.980000 sec): 3 clusters
  Score: Raw -159768.795993 + Penalty 2438.748243 = -157330.047751
  nChanged 49
		SP:Iteration 7Q (88854.010000 sec): 3 clusters
  Score: Raw -159814.751761 + Penalty 2438.748243 = -157376.003518
  nChanged 49
		SP:Iteration 8Q (88854.050000 sec): 3 clusters
  Score: Raw -159854.247657 + Penalty 2438.748243 = -157415.499415
  nChanged 44
		SP:Iteration 9Q (88854.080000 sec): 3 clusters
  Score: Raw -159896.011530 + Penalty 2438.748243 = -157457.263287
  nChanged 48
		SP:Iteration 10Q (88854.120000 sec): 3 clusters
  Score: Raw -159945.385294 + Penalty 2438.748243 = -157506.637051
  nChanged 39
		SP:Iteration 11Q (88854.150000 sec): 3 clusters
  Score: Raw -159992.922407 + Penalty 2438.748243 = -157554.174164
  nChanged 47
		SP:Iteration 12Q (88854.190000 sec): 3 clusters
  Score: Raw -160034.500092 + Penalty 2438.748243 = -157595.751849
  nChanged 42
		SP:Iteration 13Q (88854.220000 sec): 3 clusters
  Score: Raw -160072.124303 + Penalty 2438.748243 = -157633.376061
  nChanged 42
		SP:Iteration 14Q (88854.260000 sec): 3 clusters
  Score: Raw -160114.748737 + Penalty 2438.748243 = -157676.000495
  nChanged 44
		SP:Iteration 15Q (88854.290000 sec): 3 clusters
  Score: Raw -160144.895219 + Penalty 2438.748243 = -157706.146977
  nChanged 25
		SP:Iteration 16Q (88854.330000 sec): 3 clusters
  Score: Raw -160165.231313 + Penalty 2438.748243 = -157726.483071
  nChanged 24
		SP:Iteration 17Q (88854.360000 sec): 3 clusters
  Score: Raw -160194.156968 + Penalty 2438.748243 = -157755.408726
  nChanged 27
		SP:Iteration 18Q (88854.400000 sec): 3 clusters
  Score: Raw -160218.833930 + Penalty 2438.748243 = -157780.085688
  nChanged 28
		SP:Iteration 19Q (88854.430000 sec): 3 clusters
  Score: Raw -160234.898801 + Penalty 2438.748243 = -157796.150558
  nChanged 13
		SP:Iteration 20F (88854.460000 sec): 3 clusters
  Score: Raw -160243.976404 + Penalty 2438.748243 = -157805.228161
  nChanged 17
		SP:Iteration 21Q (88854.500000 sec): 3 clusters
  Score: Raw -160254.603704 + Penalty 2438.748243 = -157815.855461
  nChanged 10
		SP:Iteration 22Q (88854.530000 sec): 3 clusters
  Score: Raw -160260.907618 + Penalty 2438.748243 = -157822.159375
  nChanged 7
		SP:Iteration 23Q (88854.570000 sec): 3 clusters
  Score: Raw -160266.210815 + Penalty 2438.748243 = -157827.462572
  nChanged 6
		SP:Iteration 24Q (88854.610000 sec): 3 clusters
  Score: Raw -160270.059122 + Penalty 2438.748243 = -157831.310879
  nChanged 8
		SP:Iteration 25Q (88854.640000 sec): 3 clusters
  Score: Raw -160274.085367 + Penalty 2438.748243 = -157835.337124
  nChanged 1
		SP:Iteration 26Q (88854.680000 sec): 3 clusters
  Score: Raw -160275.215679 + Penalty 2438.748243 = -157836.467437
  nChanged 3
		SP:Iteration 27Q (88854.710000 sec): 3 clusters
  Score: Raw -160276.570574 + Penalty 2438.748243 = -157837.822331
  nChanged 2
		SP:Iteration 28Q (88854.740000 sec): 3 clusters
  Score: Raw -160277.964640 + Penalty 2438.748243 = -157839.216397
  nChanged 3
		SP:Iteration 29Q (88854.780000 sec): 3 clusters
  Score: Raw -160299.874967 + Penalty 2438.748243 = -157861.126724
  nChanged 11
		SP:Iteration 30Q (88854.810000 sec): 3 clusters
  Score: Raw -160351.205668 + Penalty 2438.748243 = -157912.457425
  nChanged 17
		SP:Iteration 31Q (88854.850000 sec): 3 clusters
  Score: Raw -160403.085665 + Penalty 2438.748243 = -157964.337423
  nChanged 24
		SP:Iteration 32Q (88854.880000 sec): 3 clusters
  Score: Raw -160444.846170 + Penalty 2438.748243 = -158006.097927
  nChanged 29
		SP:Iteration 33Q (88854.920000 sec): 3 clusters
  Score: Raw -160471.835982 + Penalty 2438.748243 = -158033.087739
  nChanged 20
		SP:Iteration 34Q (88854.950000 sec): 3 clusters
  Score: Raw -160484.838393 + Penalty 2438.748243 = -158046.090150
  nChanged 14
		SP:Iteration 35Q (88854.980000 sec): 3 clusters
  Score: Raw -160497.895523 + Penalty 2438.748243 = -158059.147280
  nChanged 16
		SP:Iteration 36Q (88855.020000 sec): 3 clusters
  Score: Raw -160513.463709 + Penalty 2438.748243 = -158074.715466
  nChanged 11
		SP:Iteration 37Q (88855.050000 sec): 3 clusters
  Score: Raw -160523.561866 + Penalty 2438.748243 = -158084.813623
  nChanged 7
		SP:Iteration 38Q (88855.080000 sec): 3 clusters
  Score: Raw -160528.665613 + Penalty 2438.748243 = -158089.917370
  nChanged 10
		SP:Iteration 39Q (88855.120000 sec): 3 clusters
  Score: Raw -160535.354689 + Penalty 2438.748243 = -158096.606447
  nChanged 8
		SP:Iteration 40F (88855.150000 sec): 3 clusters
  Score: Raw -160541.988198 + Penalty 2438.748243 = -158103.239955
  nChanged 6
		SP:Iteration 41Q (88855.190000 sec): 3 clusters
  Score: Raw -160546.672315 + Penalty 2438.748243 = -158107.924072
  nChanged 4
		SP:Iteration 42Q (88855.220000 sec): 3 clusters
  Score: Raw -160550.776074 + Penalty 2438.748243 = -158112.027832
  nChanged 7
		SP:Iteration 43Q (88855.260000 sec): 3 clusters
  Score: Raw -160554.032529 + Penalty 2438.748243 = -158115.284286
  nChanged 2
		SP:Iteration 44Q (88855.290000 sec): 3 clusters
  Score: Raw -160554.808818 + Penalty 2438.748243 = -158116.060575
  nChanged 3
		SP:Iteration 45Q (88855.320000 sec): 3 clusters
  Score: Raw -160558.548253 + Penalty 2438.748243 = -158119.800010
  nChanged 5
		SP:Iteration 46Q (88855.360000 sec): 3 clusters
  Score: Raw -160563.214788 + Penalty 2438.748243 = -158124.466545
  nChanged 10
		SP:Iteration 47Q (88855.390000 sec): 3 clusters
  Score: Raw -160572.666206 + Penalty 2438.748243 = -158133.917964
  nChanged 8
		SP:Iteration 48Q (88855.420000 sec): 3 clusters
  Score: Raw -160577.509695 + Penalty 2438.748243 = -158138.761452
  nChanged 6
		SP:Iteration 49Q (88855.460000 sec): 3 clusters
  Score: Raw -160583.345607 + Penalty 2438.748243 = -158144.597364
  nChanged 8
		SP:Iteration 50Q (88855.490000 sec): 3 clusters
  Score: Raw -160588.826651 + Penalty 2438.748243 = -158150.078409
  nChanged 6
		SP:Iteration 51Q (88855.530000 sec): 3 clusters
  Score: Raw -160591.646328 + Penalty 2438.748243 = -158152.898085
  nChanged 1
		SP:Iteration 52Q (88855.560000 sec): 3 clusters
  Score: Raw -160591.855570 + Penalty 2438.748243 = -158153.107328
  nChanged 0
		SP:Iteration 53F (88855.600000 sec): 3 clusters
  Score: Raw -160591.855570 + Penalty 2438.748243 = -158153.107328
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88855.670000 sec): 2 clusters
  Score: Raw -370086.277625 + Penalty 1336.600740 = -368749.676885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88855.750000 sec): 3 clusters
  Score: Raw -368268.095435 + Penalty 2673.201480 = -365594.893954
  nChanged 1471
		SP:Iteration 1F (88855.830000 sec): 3 clusters
  Score: Raw -369034.142289 + Penalty 2673.201480 = -366360.940809
  nChanged 262
		SP:Iteration 2F (88855.900000 sec): 3 clusters
  Score: Raw -369191.167041 + Penalty 2673.201480 = -366517.965560
  nChanged 204
		SP:Iteration 3F (88855.970000 sec): 3 clusters
  Score: Raw -369304.652358 + Penalty 2673.201480 = -366631.450878
  nChanged 168
		SP:Iteration 4Q (88856.040000 sec): 3 clusters
  Score: Raw -369395.704341 + Penalty 2673.201480 = -366722.502861
  nChanged 147
		SP:Iteration 5Q (88856.120000 sec): 3 clusters
  Score: Raw -369483.483242 + Penalty 2673.201480 = -366810.281762
  nChanged 141
		SP:Iteration 6Q (88856.190000 sec): 3 clusters
  Score: Raw -369566.014190 + Penalty 2673.201480 = -366892.812709
  nChanged 128
		SP:Iteration 7Q (88856.260000 sec): 3 clusters
  Score: Raw -369636.502777 + Penalty 2673.201480 = -366963.301297
  nChanged 116
		SP:Iteration 8Q (88856.330000 sec): 3 clusters
  Score: Raw -369701.921276 + Penalty 2673.201480 = -367028.719796
  nChanged 97
		SP:Iteration 9Q (88856.400000 sec): 3 clusters
  Score: Raw -369751.741630 + Penalty 2673.201480 = -367078.540150
  nChanged 76
		SP:Iteration 10Q (88856.470000 sec): 3 clusters
  Score: Raw -369784.159963 + Penalty 2673.201480 = -367110.958483
  nChanged 72
		SP:Iteration 11Q (88856.540000 sec): 3 clusters
  Score: Raw -369820.039762 + Penalty 2673.201480 = -367146.838282
  nChanged 73
		SP:Iteration 12Q (88856.620000 sec): 3 clusters
  Score: Raw -369859.420561 + Penalty 2673.201480 = -367186.219080
  nChanged 75
		SP:Iteration 13Q (88856.690000 sec): 3 clusters
  Score: Raw -369903.091672 + Penalty 2673.201480 = -367229.890192
  nChanged 76
		SP:Iteration 14Q (88856.770000 sec): 3 clusters
  Score: Raw -369940.924209 + Penalty 2673.201480 = -367267.722728
  nChanged 69
		SP:Iteration 15Q (88856.830000 sec): 3 clusters
  Score: Raw -369986.049170 + Penalty 2673.201480 = -367312.847690
  nChanged 77
		SP:Iteration 16Q (88856.910000 sec): 3 clusters
  Score: Raw -370036.131862 + Penalty 2673.201480 = -367362.930382
  nChanged 74
		SP:Iteration 17Q (88856.970000 sec): 3 clusters
  Score: Raw -370083.561832 + Penalty 2673.201480 = -367410.360352
  nChanged 67
		SP:Iteration 18Q (88857.050000 sec): 3 clusters
  Score: Raw -370127.194534 + Penalty 2673.201480 = -367453.993054
  nChanged 64
		SP:Iteration 19Q (88857.110000 sec): 3 clusters
  Score: Raw -370170.033009 + Penalty 2673.201480 = -367496.831529
  nChanged 60
		SP:Iteration 20F (88857.190000 sec): 3 clusters
  Score: Raw -370202.183648 + Penalty 2673.201480 = -367528.982167
  nChanged 37
		SP:Iteration 21Q (88857.250000 sec): 3 clusters
  Score: Raw -370224.730746 + Penalty 2673.201480 = -367551.529266
  nChanged 41
		SP:Iteration 22Q (88857.330000 sec): 3 clusters
  Score: Raw -370250.454735 + Penalty 2673.201480 = -367577.253254
  nChanged 33
		SP:Iteration 23Q (88857.390000 sec): 3 clusters
  Score: Raw -370267.033931 + Penalty 2673.201480 = -367593.832450
  nChanged 15
		SP:Iteration 24Q (88857.470000 sec): 3 clusters
  Score: Raw -370273.698258 + Penalty 2673.201480 = -367600.496778
  nChanged 17
		SP:Iteration 25Q (88857.530000 sec): 3 clusters
  Score: Raw -370281.111137 + Penalty 2673.201480 = -367607.909657
  nChanged 11
		SP:Iteration 26Q (88857.600000 sec): 3 clusters
  Score: Raw -370286.225061 + Penalty 2673.201480 = -367613.023580
  nChanged 15
		SP:Iteration 27Q (88857.670000 sec): 3 clusters
  Score: Raw -370292.439096 + Penalty 2673.201480 = -367619.237615
  nChanged 10
		SP:Iteration 28Q (88857.740000 sec): 3 clusters
  Score: Raw -370296.517364 + Penalty 2673.201480 = -367623.315883
  nChanged 9
		SP:Iteration 29Q (88857.810000 sec): 3 clusters
  Score: Raw -370302.589051 + Penalty 2673.201480 = -367629.387570
  nChanged 9
		SP:Iteration 30Q (88857.880000 sec): 3 clusters
  Score: Raw -370307.928585 + Penalty 2673.201480 = -367634.727105
  nChanged 6
		SP:Iteration 31Q (88857.950000 sec): 3 clusters
  Score: Raw -370309.695592 + Penalty 2673.201480 = -367636.494111
  nChanged 4
		SP:Iteration 32Q (88858.010000 sec): 3 clusters
  Score: Raw -370310.584811 + Penalty 2673.201480 = -367637.383330
  nChanged 5
		SP:Iteration 33Q (88858.090000 sec): 3 clusters
  Score: Raw -370312.483557 + Penalty 2673.201480 = -367639.282077
  nChanged 3
		SP:Iteration 34Q (88858.150000 sec): 3 clusters
  Score: Raw -370313.862107 + Penalty 2673.201480 = -367640.660627
  nChanged 6
		SP:Iteration 35Q (88858.220000 sec): 3 clusters
  Score: Raw -370315.457594 + Penalty 2673.201480 = -367642.256113
  nChanged 4
		SP:Iteration 36Q (88858.290000 sec): 3 clusters
  Score: Raw -370316.689766 + Penalty 2673.201480 = -367643.488285
  nChanged 4
		SP:Iteration 37Q (88858.360000 sec): 3 clusters
  Score: Raw -370317.956063 + Penalty 2673.201480 = -367644.754583
  nChanged 2
		SP:Iteration 38Q (88858.430000 sec): 3 clusters
  Score: Raw -370318.878809 + Penalty 2673.201480 = -367645.677329
  nChanged 4
		SP:Iteration 39Q (88858.490000 sec): 3 clusters
  Score: Raw -370320.009995 + Penalty 2673.201480 = -367646.808515
  nChanged 5
		SP:Iteration 40F (88858.560000 sec): 3 clusters
  Score: Raw -370321.015501 + Penalty 2673.201480 = -367647.814020
  nChanged 6
		SP:Iteration 41Q (88858.630000 sec): 3 clusters
  Score: Raw -370322.565683 + Penalty 2673.201480 = -367649.364202
  nChanged 4
		SP:Iteration 42Q (88858.700000 sec): 3 clusters
  Score: Raw -370324.279448 + Penalty 2673.201480 = -367651.077967
  nChanged 2
		SP:Iteration 43Q (88858.770000 sec): 3 clusters
  Score: Raw -370324.922599 + Penalty 2673.201480 = -367651.721119
  nChanged 0
		SP:Iteration 44F (88858.840000 sec): 3 clusters
  Score: Raw -370324.922599 + Penalty 2673.201480 = -367651.721119
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88859.020000 sec): 2 clusters
  Score: Raw -1756408.518967 + Penalty 1576.880078 = -1754831.638888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88859.260000 sec): 3 clusters
  Score: Raw -1746728.126517 + Penalty 3153.760157 = -1743574.366360
  nChanged 7296
		SP:Iteration 1F (88859.450000 sec): 3 clusters
  Score: Raw -1750522.372818 + Penalty 3153.760157 = -1747368.612661
  nChanged 828
		SP:Iteration 2F (88859.650000 sec): 3 clusters
  Score: Raw -1750835.438614 + Penalty 3153.760157 = -1747681.678458
  nChanged 779
		SP:Iteration 3Q (88859.930000 sec): 3 clusters
  Score: Raw -1751129.647266 + Penalty 3153.760157 = -1747975.887109
  nChanged 736
		SP:Iteration 4Q (88860.140000 sec): 3 clusters
  Score: Raw -1751448.244375 + Penalty 3153.760157 = -1748294.484218
  nChanged 787
		SP:Iteration 5Q (88860.350000 sec): 3 clusters
  Score: Raw -1751862.883449 + Penalty 3153.760157 = -1748709.123292
  nChanged 817
		SP:Iteration 6Q (88860.610000 sec): 3 clusters
  Score: Raw -1752371.238079 + Penalty 3153.760157 = -1749217.477923
  nChanged 909
		SP:Iteration 7F (88860.810000 sec): 3 clusters
  Score: Raw -1752961.692175 + Penalty 3153.760157 = -1749807.932018
  nChanged 928
		SP:Iteration 8F (88861.010000 sec): 3 clusters
  Score: Raw -1753612.719004 + Penalty 3153.760157 = -1750458.958847
  nChanged 899
		SP:Iteration 9F (88861.210000 sec): 3 clusters
  Score: Raw -1754178.141551 + Penalty 3153.760157 = -1751024.381395
  nChanged 762
		SP:Iteration 10Q (88861.440000 sec): 3 clusters
  Score: Raw -1754634.409176 + Penalty 3153.760157 = -1751480.649019
  nChanged 643
		SP:Iteration 11Q (88861.710000 sec): 3 clusters
  Score: Raw -1754981.391075 + Penalty 3153.760157 = -1751827.630918
  nChanged 527
		SP:Iteration 12Q (88861.910000 sec): 3 clusters
  Score: Raw -1755226.604334 + Penalty 3153.760157 = -1752072.844177
  nChanged 464
		SP:Iteration 13Q (88862.110000 sec): 3 clusters
  Score: Raw -1755432.136580 + Penalty 3153.760157 = -1752278.376423
  nChanged 412
		SP:Iteration 14Q (88862.320000 sec): 3 clusters
  Score: Raw -1755596.617078 + Penalty 3153.760157 = -1752442.856921
  nChanged 392
		SP:Iteration 15Q (88862.590000 sec): 3 clusters
  Score: Raw -1755757.377094 + Penalty 3153.760157 = -1752603.616937
  nChanged 392
		SP:Iteration 16Q (88862.790000 sec): 3 clusters
  Score: Raw -1755911.562947 + Penalty 3153.760157 = -1752757.802790
  nChanged 320
		SP:Iteration 17Q (88862.990000 sec): 3 clusters
  Score: Raw -1756033.309753 + Penalty 3153.760157 = -1752879.549596
  nChanged 297
		SP:Iteration 18Q (88863.180000 sec): 3 clusters
  Score: Raw -1756150.952352 + Penalty 3153.760157 = -1752997.192195
  nChanged 251
		SP:Iteration 19Q (88863.380000 sec): 3 clusters
  Score: Raw -1756238.017684 + Penalty 3153.760157 = -1753084.257527
  nChanged 200
		SP:Iteration 20F (88863.600000 sec): 3 clusters
  Score: Raw -1756308.515982 + Penalty 3153.760157 = -1753154.755825
  nChanged 179
		SP:Iteration 21Q (88863.860000 sec): 3 clusters
  Score: Raw -1756367.275104 + Penalty 3153.760157 = -1753213.514947
  nChanged 152
		SP:Iteration 22Q (88864.060000 sec): 3 clusters
  Score: Raw -1756412.826184 + Penalty 3153.760157 = -1753259.066028
  nChanged 118
		SP:Iteration 23Q (88864.250000 sec): 3 clusters
  Score: Raw -1756449.294028 + Penalty 3153.760157 = -1753295.533871
  nChanged 121
		SP:Iteration 24Q (88864.440000 sec): 3 clusters
  Score: Raw -1756484.684144 + Penalty 3153.760157 = -1753330.923987
  nChanged 96
		SP:Iteration 25Q (88864.630000 sec): 3 clusters
  Score: Raw -1756511.086831 + Penalty 3153.760157 = -1753357.326675
  nChanged 90
		SP:Iteration 26Q (88864.820000 sec): 3 clusters
  Score: Raw -1756539.847442 + Penalty 3153.760157 = -1753386.087285
  nChanged 66
		SP:Iteration 27Q (88865.010000 sec): 3 clusters
  Score: Raw -1756559.103205 + Penalty 3153.760157 = -1753405.343048
  nChanged 54
		SP:Iteration 28Q (88865.200000 sec): 3 clusters
  Score: Raw -1756576.744656 + Penalty 3153.760157 = -1753422.984499
  nChanged 57
		SP:Iteration 29Q (88865.390000 sec): 3 clusters
  Score: Raw -1756594.062214 + Penalty 3153.760157 = -1753440.302057
  nChanged 51
		SP:Iteration 30Q (88865.590000 sec): 3 clusters
  Score: Raw -1756611.192867 + Penalty 3153.760157 = -1753457.432710
  nChanged 42
		SP:Iteration 31Q (88865.850000 sec): 3 clusters
  Score: Raw -1756623.001532 + Penalty 3153.760157 = -1753469.241375
  nChanged 39
		SP:Iteration 32Q (88866.070000 sec): 3 clusters
  Score: Raw -1756633.689294 + Penalty 3153.760157 = -1753479.929137
  nChanged 36
		SP:Iteration 33Q (88866.260000 sec): 3 clusters
  Score: Raw -1756644.614818 + Penalty 3153.760157 = -1753490.854661
  nChanged 34
		SP:Iteration 34Q (88866.450000 sec): 3 clusters
  Score: Raw -1756655.844789 + Penalty 3153.760157 = -1753502.084632
  nChanged 38
		SP:Iteration 35Q (88866.640000 sec): 3 clusters
  Score: Raw -1756670.525926 + Penalty 3153.760157 = -1753516.765769
  nChanged 43
		SP:Iteration 36Q (88866.830000 sec): 3 clusters
  Score: Raw -1756687.061235 + Penalty 3153.760157 = -1753533.301078
  nChanged 39
		SP:Iteration 37Q (88867.020000 sec): 3 clusters
  Score: Raw -1756698.978258 + Penalty 3153.760157 = -1753545.218101
  nChanged 40
		SP:Iteration 38Q (88867.210000 sec): 3 clusters
  Score: Raw -1756711.776980 + Penalty 3153.760157 = -1753558.016823
  nChanged 32
		SP:Iteration 39Q (88867.400000 sec): 3 clusters
  Score: Raw -1756720.357282 + Penalty 3153.760157 = -1753566.597125
  nChanged 22
		SP:Iteration 40F (88867.590000 sec): 3 clusters
  Score: Raw -1756727.445304 + Penalty 3153.760157 = -1753573.685148
  nChanged 25
		SP:Iteration 41Q (88867.780000 sec): 3 clusters
  Score: Raw -1756734.988709 + Penalty 3153.760157 = -1753581.228553
  nChanged 20
		SP:Iteration 42Q (88867.970000 sec): 3 clusters
  Score: Raw -1756741.021364 + Penalty 3153.760157 = -1753587.261207
  nChanged 14
		SP:Iteration 43Q (88868.160000 sec): 3 clusters
  Score: Raw -1756745.311164 + Penalty 3153.760157 = -1753591.551007
  nChanged 16
		SP:Iteration 44Q (88868.350000 sec): 3 clusters
  Score: Raw -1756750.375761 + Penalty 3153.760157 = -1753596.615604
  nChanged 13
		SP:Iteration 45Q (88868.540000 sec): 3 clusters
  Score: Raw -1756754.880241 + Penalty 3153.760157 = -1753601.120084
  nChanged 18
		SP:Iteration 46Q (88868.720000 sec): 3 clusters
  Score: Raw -1756761.703884 + Penalty 3153.760157 = -1753607.943728
  nChanged 13
		SP:Iteration 47Q (88868.920000 sec): 3 clusters
  Score: Raw -1756766.546313 + Penalty 3153.760157 = -1753612.786156
  nChanged 23
		SP:Iteration 48Q (88869.100000 sec): 3 clusters
  Score: Raw -1756774.414600 + Penalty 3153.760157 = -1753620.654444
  nChanged 23
		SP:Iteration 49Q (88869.280000 sec): 3 clusters
  Score: Raw -1756783.082486 + Penalty 3153.760157 = -1753629.322329
  nChanged 15
		SP:Iteration 50Q (88869.470000 sec): 3 clusters
  Score: Raw -1756787.599119 + Penalty 3153.760157 = -1753633.838962
  nChanged 12
		SP:Iteration 51Q (88869.660000 sec): 3 clusters
  Score: Raw -1756791.454901 + Penalty 3153.760157 = -1753637.694744
  nChanged 14
		SP:Iteration 52Q (88869.850000 sec): 3 clusters
  Score: Raw -1756795.936877 + Penalty 3153.760157 = -1753642.176721
  nChanged 8
		SP:Iteration 53Q (88870.040000 sec): 3 clusters
  Score: Raw -1756797.500916 + Penalty 3153.760157 = -1753643.740760
  nChanged 2
		SP:Iteration 54Q (88870.220000 sec): 3 clusters
  Score: Raw -1756798.175442 + Penalty 3153.760157 = -1753644.415286
  nChanged 2
		SP:Iteration 55Q (88870.410000 sec): 3 clusters
  Score: Raw -1756798.600966 + Penalty 3153.760157 = -1753644.840809
  nChanged 3
		SP:Iteration 56Q (88870.600000 sec): 3 clusters
  Score: Raw -1756799.341082 + Penalty 3153.760157 = -1753645.580925
  nChanged 1
		SP:Iteration 57Q (88870.790000 sec): 3 clusters
  Score: Raw -1756799.581702 + Penalty 3153.760157 = -1753645.821546
  nChanged 0
		SP:Iteration 58F (88870.980000 sec): 3 clusters
  Score: Raw -1756799.581702 + Penalty 3153.760157 = -1753645.821546
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88871.310000 sec): 2 clusters
  Score: Raw -4383363.809671 + Penalty 1725.997398 = -4381637.812273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88871.740000 sec): 3 clusters
  Score: Raw -4357568.926713 + Penalty 3451.994796 = -4354116.931917
  nChanged 19141
		SP:Iteration 1F (88872.210000 sec): 3 clusters
  Score: Raw -4368993.789197 + Penalty 3451.994796 = -4365541.794401
  nChanged 2079
		SP:Iteration 2F (88872.650000 sec): 3 clusters
  Score: Raw -4370023.820033 + Penalty 3451.994796 = -4366571.825237
  nChanged 2327
		SP:Iteration 3F (88873.070000 sec): 3 clusters
  Score: Raw -4371376.083036 + Penalty 3451.994796 = -4367924.088241
  nChanged 2674
		SP:Iteration 4F (88873.540000 sec): 3 clusters
  Score: Raw -4373085.564878 + Penalty 3451.994796 = -4369633.570082
  nChanged 2816
		SP:Iteration 5F (88873.960000 sec): 3 clusters
  Score: Raw -4375179.076127 + Penalty 3451.994796 = -4371727.081332
  nChanged 2987
		SP:Iteration 6F (88874.370000 sec): 3 clusters
  Score: Raw -4377839.299590 + Penalty 3451.994796 = -4374387.304794
  nChanged 2642
		SP:Iteration 7F (88874.850000 sec): 3 clusters
  Score: Raw -4380505.432750 + Penalty 3451.994796 = -4377053.437954
  nChanged 1925
		SP:Iteration 8Q (88875.300000 sec): 3 clusters
  Score: Raw -4382309.418954 + Penalty 3451.994796 = -4378857.424158
  nChanged 1169
		SP:Iteration 9Q (88875.770000 sec): 3 clusters
  Score: Raw -4383024.366936 + Penalty 3451.994796 = -4379572.372140
  nChanged 803
		SP:Iteration 10Q (88876.210000 sec): 3 clusters
  Score: Raw -4383436.781687 + Penalty 3451.994796 = -4379984.786891
  nChanged 649
		SP:Iteration 11Q (88876.620000 sec): 3 clusters
  Score: Raw -4383739.785508 + Penalty 3451.994796 = -4380287.790712
  nChanged 514
		SP:Iteration 12Q (88877.030000 sec): 3 clusters
  Score: Raw -4383941.737685 + Penalty 3451.994796 = -4380489.742889
  nChanged 459
		SP:Iteration 13Q (88877.430000 sec): 3 clusters
  Score: Raw -4384105.532914 + Penalty 3451.994796 = -4380653.538119
  nChanged 386
		SP:Iteration 14Q (88877.880000 sec): 3 clusters
  Score: Raw -4384223.485444 + Penalty 3451.994796 = -4380771.490649
  nChanged 303
		SP:Iteration 15Q (88878.310000 sec): 3 clusters
  Score: Raw -4384305.447926 + Penalty 3451.994796 = -4380853.453130
  nChanged 279
		SP:Iteration 16Q (88878.730000 sec): 3 clusters
  Score: Raw -4384372.680313 + Penalty 3451.994796 = -4380920.685517
  nChanged 239
		SP:Iteration 17Q (88879.130000 sec): 3 clusters
  Score: Raw -4384424.904092 + Penalty 3451.994796 = -4380972.909296
  nChanged 203
		SP:Iteration 18Q (88879.530000 sec): 3 clusters
  Score: Raw -4384463.296735 + Penalty 3451.994796 = -4381011.301939
  nChanged 160
		SP:Iteration 19Q (88879.930000 sec): 3 clusters
  Score: Raw -4384490.929537 + Penalty 3451.994796 = -4381038.934741
  nChanged 149
		SP:Iteration 20F (88880.350000 sec): 3 clusters
  Score: Raw -4384515.326123 + Penalty 3451.994796 = -4381063.331327
  nChanged 126
		SP:Iteration 21Q (88880.760000 sec): 3 clusters
  Score: Raw -4384537.649126 + Penalty 3451.994796 = -4381085.654330
  nChanged 109
		SP:Iteration 22Q (88881.210000 sec): 3 clusters
  Score: Raw -4384554.537526 + Penalty 3451.994796 = -4381102.542730
  nChanged 102
		SP:Iteration 23Q (88881.640000 sec): 3 clusters
  Score: Raw -4384569.003909 + Penalty 3451.994796 = -4381117.009114
  nChanged 84
		SP:Iteration 24Q (88882.040000 sec): 3 clusters
  Score: Raw -4384579.859924 + Penalty 3451.994796 = -4381127.865128
  nChanged 75
		SP:Iteration 25Q (88882.440000 sec): 3 clusters
  Score: Raw -4384590.000019 + Penalty 3451.994796 = -4381138.005223
  nChanged 81
		SP:Iteration 26Q (88882.840000 sec): 3 clusters
  Score: Raw -4384601.588192 + Penalty 3451.994796 = -4381149.593396
  nChanged 83
		SP:Iteration 27Q (88883.240000 sec): 3 clusters
  Score: Raw -4384612.616151 + Penalty 3451.994796 = -4381160.621355
  nChanged 75
		SP:Iteration 28Q (88883.690000 sec): 3 clusters
  Score: Raw -4384621.854325 + Penalty 3451.994796 = -4381169.859529
  nChanged 59
		SP:Iteration 29Q (88884.110000 sec): 3 clusters
  Score: Raw -4384628.024589 + Penalty 3451.994796 = -4381176.029793
  nChanged 48
		SP:Iteration 30Q (88884.530000 sec): 3 clusters
  Score: Raw -4384632.472092 + Penalty 3451.994796 = -4381180.477296
  nChanged 43
		SP:Iteration 31Q (88884.930000 sec): 3 clusters
  Score: Raw -4384637.147725 + Penalty 3451.994796 = -4381185.152930
  nChanged 42
		SP:Iteration 32Q (88885.330000 sec): 3 clusters
  Score: Raw -4384640.879737 + Penalty 3451.994796 = -4381188.884941
  nChanged 36
		SP:Iteration 33Q (88885.730000 sec): 3 clusters
  Score: Raw -4384643.374107 + Penalty 3451.994796 = -4381191.379311
  nChanged 23
		SP:Iteration 34Q (88886.130000 sec): 3 clusters
  Score: Raw -4384645.284525 + Penalty 3451.994796 = -4381193.289729
  nChanged 28
		SP:Iteration 35Q (88886.530000 sec): 3 clusters
  Score: Raw -4384647.559277 + Penalty 3451.994796 = -4381195.564481
  nChanged 23
		SP:Iteration 36Q (88886.970000 sec): 3 clusters
  Score: Raw -4384649.435414 + Penalty 3451.994796 = -4381197.440619
  nChanged 24
		SP:Iteration 37Q (88887.400000 sec): 3 clusters
  Score: Raw -4384651.257409 + Penalty 3451.994796 = -4381199.262614
  nChanged 21
		SP:Iteration 38Q (88887.820000 sec): 3 clusters
  Score: Raw -4384652.756692 + Penalty 3451.994796 = -4381200.761896
  nChanged 15
		SP:Iteration 39Q (88888.210000 sec): 3 clusters
  Score: Raw -4384653.736356 + Penalty 3451.994796 = -4381201.741560
  nChanged 20
		SP:Iteration 40F (88888.630000 sec): 3 clusters
  Score: Raw -4384655.041562 + Penalty 3451.994796 = -4381203.046766
  nChanged 19
		SP:Iteration 41Q (88889.080000 sec): 3 clusters
  Score: Raw -4384656.299395 + Penalty 3451.994796 = -4381204.304600
  nChanged 11
		SP:Iteration 42Q (88889.500000 sec): 3 clusters
  Score: Raw -4384656.858756 + Penalty 3451.994796 = -4381204.863960
  nChanged 15
		SP:Iteration 43Q (88889.920000 sec): 3 clusters
  Score: Raw -4384657.924756 + Penalty 3451.994796 = -4381205.929960
  nChanged 14
		SP:Iteration 44Q (88890.320000 sec): 3 clusters
  Score: Raw -4384658.871056 + Penalty 3451.994796 = -4381206.876260
  nChanged 12
		SP:Iteration 45Q (88890.720000 sec): 3 clusters
  Score: Raw -4384659.736106 + Penalty 3451.994796 = -4381207.741310
  nChanged 7
		SP:Iteration 46Q (88891.120000 sec): 3 clusters
  Score: Raw -4384660.120579 + Penalty 3451.994796 = -4381208.125783
  nChanged 6
		SP:Iteration 47Q (88891.520000 sec): 3 clusters
  Score: Raw -4384660.532254 + Penalty 3451.994796 = -4381208.537458
  nChanged 6
		SP:Iteration 48Q (88891.970000 sec): 3 clusters
  Score: Raw -4384660.773416 + Penalty 3451.994796 = -4381208.778620
  nChanged 2
		SP:Iteration 49Q (88892.390000 sec): 3 clusters
  Score: Raw -4384660.921801 + Penalty 3451.994796 = -4381208.927005
  nChanged 4
		SP:Iteration 50Q (88892.810000 sec): 3 clusters
  Score: Raw -4384661.166957 + Penalty 3451.994796 = -4381209.172161
  nChanged 8
		SP:Iteration 51Q (88893.210000 sec): 3 clusters
  Score: Raw -4384661.778246 + Penalty 3451.994796 = -4381209.783451
  nChanged 5
		SP:Iteration 52Q (88893.610000 sec): 3 clusters
  Score: Raw -4384662.017013 + Penalty 3451.994796 = -4381210.022217
  nChanged 2
		SP:Iteration 53Q (88894.010000 sec): 3 clusters
  Score: Raw -4384662.135492 + Penalty 3451.994796 = -4381210.140696
  nChanged 2
		SP:Iteration 54Q (88894.410000 sec): 3 clusters
  Score: Raw -4384662.231707 + Penalty 3451.994796 = -4381210.236911
  nChanged 2
		SP:Iteration 55Q (88894.810000 sec): 3 clusters
  Score: Raw -4384662.312380 + Penalty 3451.994796 = -4381210.317584
  nChanged 1
		SP:Iteration 56Q (88895.260000 sec): 3 clusters
  Score: Raw -4384662.331449 + Penalty 3451.994796 = -4381210.336653
  nChanged 1
		SP:Iteration 57Q (88895.680000 sec): 3 clusters
  Score: Raw -4384662.343282 + Penalty 3451.994796 = -4381210.348486
  nChanged 0
		SP:Iteration 58F (88896.120000 sec): 3 clusters
  Score: Raw -4384662.343282 + Penalty 3451.994796 = -4381210.348486
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88896.170000 sec): 2 clusters
  Score: Raw -86121.892843 + Penalty 1126.205399 = -84995.687444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88896.190000 sec): 3 clusters
  Score: Raw -85830.979419 + Penalty 2252.410799 = -83578.568620
  nChanged 329
		SP:Iteration 1F (88896.220000 sec): 3 clusters
  Score: Raw -86328.335671 + Penalty 2252.410799 = -84075.924872
  nChanged 108
		SP:Iteration 2F (88896.250000 sec): 3 clusters
  Score: Raw -86534.221908 + Penalty 2252.410799 = -84281.811109
  nChanged 57
		SP:Iteration 3F (88896.270000 sec): 3 clusters
  Score: Raw -86666.300352 + Penalty 2252.410799 = -84413.889553
  nChanged 43
		SP:Iteration 4Q (88896.290000 sec): 3 clusters
  Score: Raw -86735.449637 + Penalty 2252.410799 = -84483.038838
  nChanged 26
		SP:Iteration 5Q (88896.310000 sec): 3 clusters
  Score: Raw -86780.242675 + Penalty 2252.410799 = -84527.831876
  nChanged 14
		SP:Iteration 6Q (88896.330000 sec): 3 clusters
  Score: Raw -86799.630118 + Penalty 2252.410799 = -84547.219319
  nChanged 10
		SP:Iteration 7Q (88896.350000 sec): 3 clusters
  Score: Raw -86818.145059 + Penalty 2252.410799 = -84565.734260
  nChanged 5
		SP:Iteration 8Q (88896.370000 sec): 3 clusters
  Score: Raw -86831.516475 + Penalty 2252.410799 = -84579.105676
  nChanged 6
		SP:Iteration 9Q (88896.390000 sec): 3 clusters
  Score: Raw -86838.313824 + Penalty 2252.410799 = -84585.903025
  nChanged 4
		SP:Iteration 10Q (88896.410000 sec): 3 clusters
  Score: Raw -86847.466990 + Penalty 2252.410799 = -84595.056191
  nChanged 5
		SP:Iteration 11Q (88896.430000 sec): 3 clusters
  Score: Raw -86850.918210 + Penalty 2252.410799 = -84598.507411
  nChanged 4
		SP:Iteration 12Q (88896.450000 sec): 3 clusters
  Score: Raw -86854.253537 + Penalty 2252.410799 = -84601.842738
  nChanged 1
		SP:Iteration 13Q (88896.470000 sec): 3 clusters
  Score: Raw -86854.735252 + Penalty 2252.410799 = -84602.324453
  nChanged 1
		SP:Iteration 14Q (88896.490000 sec): 3 clusters
  Score: Raw -86855.923534 + Penalty 2252.410799 = -84603.512735
  nChanged 1
		SP:Iteration 15Q (88896.510000 sec): 3 clusters
  Score: Raw -86856.867818 + Penalty 2252.410799 = -84604.457019
  nChanged 1
		SP:Iteration 16Q (88896.530000 sec): 3 clusters
  Score: Raw -86857.733742 + Penalty 2252.410799 = -84605.322943
  nChanged 0
		SP:Iteration 17F (88896.550000 sec): 3 clusters
  Score: Raw -86857.733742 + Penalty 2252.410799 = -84605.322943
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88896.600000 sec): 2 clusters
  Score: Raw -55079.498069 + Penalty 1027.999289 = -54051.498780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88896.620000 sec): 3 clusters
  Score: Raw -54980.620671 + Penalty 2055.998579 = -52924.622092
  nChanged 141
		SP:Iteration 1F (88896.630000 sec): 3 clusters
  Score: Raw -55188.624922 + Penalty 2055.998579 = -53132.626343
  nChanged 56
		SP:Iteration 2F (88896.640000 sec): 3 clusters
  Score: Raw -55331.720312 + Penalty 2055.998579 = -53275.721733
  nChanged 46
		SP:Iteration 3F (88896.650000 sec): 3 clusters
  Score: Raw -55429.126239 + Penalty 2055.998579 = -53373.127660
  nChanged 34
		SP:Iteration 4F (88896.660000 sec): 3 clusters
  Score: Raw -55519.394663 + Penalty 2055.998579 = -53463.396084
  nChanged 18
		SP:Iteration 5Q (88896.680000 sec): 3 clusters
  Score: Raw -55549.921165 + Penalty 2055.998579 = -53493.922587
  nChanged 7
		SP:Iteration 6Q (88896.690000 sec): 3 clusters
  Score: Raw -55561.854476 + Penalty 2055.998579 = -53505.855898
  nChanged 2
		SP:Iteration 7Q (88896.700000 sec): 3 clusters
  Score: Raw -55565.254263 + Penalty 2055.998579 = -53509.255684
  nChanged 1
		SP:Iteration 8Q (88896.710000 sec): 3 clusters
  Score: Raw -55565.923240 + Penalty 2055.998579 = -53509.924661
  nChanged 0
		SP:Iteration 9F (88896.720000 sec): 3 clusters
  Score: Raw -55565.923240 + Penalty 2055.998579 = -53509.924661
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88896.800000 sec): 2 clusters
  Score: Raw -315089.923217 + Penalty 1313.641177 = -313776.282040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88896.860000 sec): 3 clusters
  Score: Raw -313444.676267 + Penalty 2627.282353 = -310817.393913
  nChanged 1294
		SP:Iteration 1F (88896.920000 sec): 3 clusters
  Score: Raw -314230.900099 + Penalty 2627.282353 = -311603.617745
  nChanged 262
		SP:Iteration 2F (88896.990000 sec): 3 clusters
  Score: Raw -314373.852029 + Penalty 2627.282353 = -311746.569675
  nChanged 153
		SP:Iteration 3Q (88897.050000 sec): 3 clusters
  Score: Raw -314469.192925 + Penalty 2627.282353 = -311841.910572
  nChanged 136
		SP:Iteration 4Q (88897.110000 sec): 3 clusters
  Score: Raw -314543.709616 + Penalty 2627.282353 = -311916.427263
  nChanged 103
		SP:Iteration 5Q (88897.180000 sec): 3 clusters
  Score: Raw -314592.840279 + Penalty 2627.282353 = -311965.557926
  nChanged 91
		SP:Iteration 6Q (88897.240000 sec): 3 clusters
  Score: Raw -314648.912585 + Penalty 2627.282353 = -312021.630232
  nChanged 91
		SP:Iteration 7Q (88897.300000 sec): 3 clusters
  Score: Raw -314704.292747 + Penalty 2627.282353 = -312077.010393
  nChanged 80
		SP:Iteration 8Q (88897.360000 sec): 3 clusters
  Score: Raw -314744.982870 + Penalty 2627.282353 = -312117.700517
  nChanged 64
		SP:Iteration 9Q (88897.430000 sec): 3 clusters
  Score: Raw -314775.510769 + Penalty 2627.282353 = -312148.228416
  nChanged 63
		SP:Iteration 10Q (88897.490000 sec): 3 clusters
  Score: Raw -314803.784536 + Penalty 2627.282353 = -312176.502183
  nChanged 54
		SP:Iteration 11Q (88897.550000 sec): 3 clusters
  Score: Raw -314828.356346 + Penalty 2627.282353 = -312201.073993
  nChanged 59
		SP:Iteration 12Q (88897.620000 sec): 3 clusters
  Score: Raw -314856.427356 + Penalty 2627.282353 = -312229.145002
  nChanged 54
		SP:Iteration 13Q (88897.680000 sec): 3 clusters
  Score: Raw -314881.765318 + Penalty 2627.282353 = -312254.482965
  nChanged 50
		SP:Iteration 14Q (88897.740000 sec): 3 clusters
  Score: Raw -314910.748524 + Penalty 2627.282353 = -312283.466171
  nChanged 59
		SP:Iteration 15Q (88897.800000 sec): 3 clusters
  Score: Raw -314940.071352 + Penalty 2627.282353 = -312312.788999
  nChanged 56
		SP:Iteration 16Q (88897.860000 sec): 3 clusters
  Score: Raw -314972.426226 + Penalty 2627.282353 = -312345.143872
  nChanged 57
		SP:Iteration 17Q (88897.930000 sec): 3 clusters
  Score: Raw -315004.678313 + Penalty 2627.282353 = -312377.395959
  nChanged 41
		SP:Iteration 18Q (88897.990000 sec): 3 clusters
  Score: Raw -315023.980639 + Penalty 2627.282353 = -312396.698286
  nChanged 48
		SP:Iteration 19Q (88898.050000 sec): 3 clusters
  Score: Raw -315051.317120 + Penalty 2627.282353 = -312424.034767
  nChanged 38
		SP:Iteration 20F (88898.120000 sec): 3 clusters
  Score: Raw -315072.681410 + Penalty 2627.282353 = -312445.399057
  nChanged 35
		SP:Iteration 21Q (88898.180000 sec): 3 clusters
  Score: Raw -315091.570229 + Penalty 2627.282353 = -312464.287876
  nChanged 29
		SP:Iteration 22Q (88898.240000 sec): 3 clusters
  Score: Raw -315110.546204 + Penalty 2627.282353 = -312483.263851
  nChanged 35
		SP:Iteration 23Q (88898.300000 sec): 3 clusters
  Score: Raw -315135.034441 + Penalty 2627.282353 = -312507.752088
  nChanged 31
		SP:Iteration 24Q (88898.360000 sec): 3 clusters
  Score: Raw -315156.771488 + Penalty 2627.282353 = -312529.489135
  nChanged 29
		SP:Iteration 25Q (88898.420000 sec): 3 clusters
  Score: Raw -315174.848331 + Penalty 2627.282353 = -312547.565978
  nChanged 24
		SP:Iteration 26Q (88898.480000 sec): 3 clusters
  Score: Raw -315188.022257 + Penalty 2627.282353 = -312560.739904
  nChanged 25
		SP:Iteration 27Q (88898.550000 sec): 3 clusters
  Score: Raw -315208.450609 + Penalty 2627.282353 = -312581.168255
  nChanged 23
		SP:Iteration 28Q (88898.610000 sec): 3 clusters
  Score: Raw -315229.470964 + Penalty 2627.282353 = -312602.188611
  nChanged 22
		SP:Iteration 29Q (88898.670000 sec): 3 clusters
  Score: Raw -315243.623310 + Penalty 2627.282353 = -312616.340957
  nChanged 16
		SP:Iteration 30Q (88898.730000 sec): 3 clusters
  Score: Raw -315262.310802 + Penalty 2627.282353 = -312635.028449
  nChanged 18
		SP:Iteration 31Q (88898.790000 sec): 3 clusters
  Score: Raw -315275.990880 + Penalty 2627.282353 = -312648.708527
  nChanged 12
		SP:Iteration 32Q (88898.850000 sec): 3 clusters
  Score: Raw -315285.922673 + Penalty 2627.282353 = -312658.640320
  nChanged 11
		SP:Iteration 33Q (88898.910000 sec): 3 clusters
  Score: Raw -315294.031062 + Penalty 2627.282353 = -312666.748709
  nChanged 8
		SP:Iteration 34Q (88898.970000 sec): 3 clusters
  Score: Raw -315299.435678 + Penalty 2627.282353 = -312672.153324
  nChanged 9
		SP:Iteration 35Q (88899.030000 sec): 3 clusters
  Score: Raw -315304.829409 + Penalty 2627.282353 = -312677.547056
  nChanged 7
		SP:Iteration 36Q (88899.090000 sec): 3 clusters
  Score: Raw -315310.360932 + Penalty 2627.282353 = -312683.078578
  nChanged 6
		SP:Iteration 37Q (88899.150000 sec): 3 clusters
  Score: Raw -315313.716575 + Penalty 2627.282353 = -312686.434222
  nChanged 4
		SP:Iteration 38Q (88899.210000 sec): 3 clusters
  Score: Raw -315316.066412 + Penalty 2627.282353 = -312688.784058
  nChanged 5
		SP:Iteration 39Q (88899.280000 sec): 3 clusters
  Score: Raw -315318.563249 + Penalty 2627.282353 = -312691.280896
  nChanged 2
		SP:Iteration 40F (88899.340000 sec): 3 clusters
  Score: Raw -315320.444190 + Penalty 2627.282353 = -312693.161836
  nChanged 2
		SP:Iteration 41Q (88899.400000 sec): 3 clusters
  Score: Raw -315321.453884 + Penalty 2627.282353 = -312694.171531
  nChanged 1
		SP:Iteration 42Q (88899.460000 sec): 3 clusters
  Score: Raw -315321.741266 + Penalty 2627.282353 = -312694.458913
  nChanged 0
		SP:Iteration 43F (88899.520000 sec): 3 clusters
  Score: Raw -315321.741266 + Penalty 2627.282353 = -312694.458913
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88899.580000 sec): 2 clusters
  Score: Raw -148906.590136 + Penalty 1211.297925 = -147695.292211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88899.620000 sec): 3 clusters
  Score: Raw -148258.207026 + Penalty 2422.595850 = -145835.611176
  nChanged 644
		SP:Iteration 1F (88899.650000 sec): 3 clusters
  Score: Raw -148897.451911 + Penalty 2422.595850 = -146474.856061
  nChanged 216
		SP:Iteration 2F (88899.680000 sec): 3 clusters
  Score: Raw -149258.792503 + Penalty 2422.595850 = -146836.196652
  nChanged 152
		SP:Iteration 3F (88899.720000 sec): 3 clusters
  Score: Raw -149504.791793 + Penalty 2422.595850 = -147082.195942
  nChanged 96
		SP:Iteration 4F (88899.750000 sec): 3 clusters
  Score: Raw -149613.450403 + Penalty 2422.595850 = -147190.854552
  nChanged 60
		SP:Iteration 5Q (88899.780000 sec): 3 clusters
  Score: Raw -149687.233826 + Penalty 2422.595850 = -147264.637976
  nChanged 41
		SP:Iteration 6Q (88899.820000 sec): 3 clusters
  Score: Raw -149733.431881 + Penalty 2422.595850 = -147310.836031
  nChanged 30
		SP:Iteration 7Q (88899.850000 sec): 3 clusters
  Score: Raw -149771.885571 + Penalty 2422.595850 = -147349.289721
  nChanged 30
		SP:Iteration 8Q (88899.880000 sec): 3 clusters
  Score: Raw -149801.430010 + Penalty 2422.595850 = -147378.834160
  nChanged 17
		SP:Iteration 9Q (88899.920000 sec): 3 clusters
  Score: Raw -149820.592198 + Penalty 2422.595850 = -147397.996347
  nChanged 14
		SP:Iteration 10Q (88899.950000 sec): 3 clusters
  Score: Raw -149841.267248 + Penalty 2422.595850 = -147418.671398
  nChanged 17
		SP:Iteration 11Q (88899.980000 sec): 3 clusters
  Score: Raw -149858.637144 + Penalty 2422.595850 = -147436.041293
  nChanged 11
		SP:Iteration 12Q (88900.010000 sec): 3 clusters
  Score: Raw -149873.181759 + Penalty 2422.595850 = -147450.585908
  nChanged 6
		SP:Iteration 13Q (88900.040000 sec): 3 clusters
  Score: Raw -149878.613977 + Penalty 2422.595850 = -147456.018127
  nChanged 4
		SP:Iteration 14Q (88900.080000 sec): 3 clusters
  Score: Raw -149883.678784 + Penalty 2422.595850 = -147461.082934
  nChanged 5
		SP:Iteration 15Q (88900.110000 sec): 3 clusters
  Score: Raw -149888.263137 + Penalty 2422.595850 = -147465.667286
  nChanged 7
		SP:Iteration 16Q (88900.140000 sec): 3 clusters
  Score: Raw -149893.014673 + Penalty 2422.595850 = -147470.418822
  nChanged 1
		SP:Iteration 17Q (88900.180000 sec): 3 clusters
  Score: Raw -149893.615434 + Penalty 2422.595850 = -147471.019583
  nChanged 3
		SP:Iteration 18Q (88900.210000 sec): 3 clusters
  Score: Raw -149896.381718 + Penalty 2422.595850 = -147473.785867
  nChanged 7
		SP:Iteration 19Q (88900.240000 sec): 3 clusters
  Score: Raw -149901.188166 + Penalty 2422.595850 = -147478.592316
  nChanged 3
		SP:Iteration 20F (88900.280000 sec): 3 clusters
  Score: Raw -149904.973019 + Penalty 2422.595850 = -147482.377169
  nChanged 4
		SP:Iteration 21Q (88900.310000 sec): 3 clusters
  Score: Raw -149908.348185 + Penalty 2422.595850 = -147485.752335
  nChanged 2
		SP:Iteration 22Q (88900.340000 sec): 3 clusters
  Score: Raw -149910.089846 + Penalty 2422.595850 = -147487.493996
  nChanged 5
		SP:Iteration 23Q (88900.370000 sec): 3 clusters
  Score: Raw -149913.249526 + Penalty 2422.595850 = -147490.653676
  nChanged 5
		SP:Iteration 24Q (88900.400000 sec): 3 clusters
  Score: Raw -149917.165759 + Penalty 2422.595850 = -147494.569909
  nChanged 5
		SP:Iteration 25Q (88900.440000 sec): 3 clusters
  Score: Raw -149921.054363 + Penalty 2422.595850 = -147498.458513
  nChanged 4
		SP:Iteration 26Q (88900.470000 sec): 3 clusters
  Score: Raw -149924.677511 + Penalty 2422.595850 = -147502.081660
  nChanged 7
		SP:Iteration 27Q (88900.500000 sec): 3 clusters
  Score: Raw -149932.101559 + Penalty 2422.595850 = -147509.505708
  nChanged 7
		SP:Iteration 28Q (88900.540000 sec): 3 clusters
  Score: Raw -149935.641519 + Penalty 2422.595850 = -147513.045669
  nChanged 5
		SP:Iteration 29Q (88900.570000 sec): 3 clusters
  Score: Raw -149938.252733 + Penalty 2422.595850 = -147515.656883
  nChanged 2
		SP:Iteration 30Q (88900.600000 sec): 3 clusters
  Score: Raw -149940.456497 + Penalty 2422.595850 = -147517.860647
  nChanged 4
		SP:Iteration 31Q (88900.640000 sec): 3 clusters
  Score: Raw -149943.826160 + Penalty 2422.595850 = -147521.230309
  nChanged 2
		SP:Iteration 32Q (88900.670000 sec): 3 clusters
  Score: Raw -149944.826937 + Penalty 2422.595850 = -147522.231086
  nChanged 1
		SP:Iteration 33Q (88900.700000 sec): 3 clusters
  Score: Raw -149945.703937 + Penalty 2422.595850 = -147523.108087
  nChanged 0
		SP:Iteration 34F (88900.730000 sec): 3 clusters
  Score: Raw -149945.703937 + Penalty 2422.595850 = -147523.108087
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88900.800000 sec): 2 clusters
  Score: Raw -227589.493604 + Penalty 1271.732152 = -226317.761451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88900.860000 sec): 3 clusters
  Score: Raw -226440.912750 + Penalty 2543.464304 = -223897.448445
  nChanged 921
		SP:Iteration 1F (88900.910000 sec): 3 clusters
  Score: Raw -227077.593668 + Penalty 2543.464304 = -224534.129363
  nChanged 254
		SP:Iteration 2F (88900.960000 sec): 3 clusters
  Score: Raw -227264.190810 + Penalty 2543.464304 = -224720.726506
  nChanged 144
		SP:Iteration 3F (88901.010000 sec): 3 clusters
  Score: Raw -227390.599965 + Penalty 2543.464304 = -224847.135660
  nChanged 151
		SP:Iteration 4F (88901.060000 sec): 3 clusters
  Score: Raw -227519.659550 + Penalty 2543.464304 = -224976.195246
  nChanged 109
		SP:Iteration 5Q (88901.110000 sec): 3 clusters
  Score: Raw -227594.453874 + Penalty 2543.464304 = -225050.989569
  nChanged 84
		SP:Iteration 6Q (88901.160000 sec): 3 clusters
  Score: Raw -227644.341900 + Penalty 2543.464304 = -225100.877596
  nChanged 58
		SP:Iteration 7Q (88901.210000 sec): 3 clusters
  Score: Raw -227669.627526 + Penalty 2543.464304 = -225126.163221
  nChanged 38
		SP:Iteration 8Q (88901.260000 sec): 3 clusters
  Score: Raw -227686.349125 + Penalty 2543.464304 = -225142.884821
  nChanged 24
		SP:Iteration 9Q (88901.310000 sec): 3 clusters
  Score: Raw -227698.452264 + Penalty 2543.464304 = -225154.987959
  nChanged 24
		SP:Iteration 10Q (88901.360000 sec): 3 clusters
  Score: Raw -227707.315762 + Penalty 2543.464304 = -225163.851457
  nChanged 18
		SP:Iteration 11Q (88901.410000 sec): 3 clusters
  Score: Raw -227714.925006 + Penalty 2543.464304 = -225171.460702
  nChanged 19
		SP:Iteration 12Q (88901.460000 sec): 3 clusters
  Score: Raw -227725.104084 + Penalty 2543.464304 = -225181.639780
  nChanged 20
		SP:Iteration 13Q (88901.510000 sec): 3 clusters
  Score: Raw -227736.150137 + Penalty 2543.464304 = -225192.685833
  nChanged 22
		SP:Iteration 14Q (88901.560000 sec): 3 clusters
  Score: Raw -227744.066497 + Penalty 2543.464304 = -225200.602193
  nChanged 18
		SP:Iteration 15Q (88901.610000 sec): 3 clusters
  Score: Raw -227750.903956 + Penalty 2543.464304 = -225207.439652
  nChanged 10
		SP:Iteration 16Q (88901.660000 sec): 3 clusters
  Score: Raw -227753.880293 + Penalty 2543.464304 = -225210.415988
  nChanged 12
		SP:Iteration 17Q (88901.710000 sec): 3 clusters
  Score: Raw -227758.978593 + Penalty 2543.464304 = -225215.514289
  nChanged 19
		SP:Iteration 18Q (88901.760000 sec): 3 clusters
  Score: Raw -227766.590244 + Penalty 2543.464304 = -225223.125939
  nChanged 13
		SP:Iteration 19Q (88901.810000 sec): 3 clusters
  Score: Raw -227771.345326 + Penalty 2543.464304 = -225227.881021
  nChanged 8
		SP:Iteration 20F (88901.860000 sec): 3 clusters
  Score: Raw -227773.659039 + Penalty 2543.464304 = -225230.194735
  nChanged 6
		SP:Iteration 21Q (88901.910000 sec): 3 clusters
  Score: Raw -227775.831435 + Penalty 2543.464304 = -225232.367130
  nChanged 3
		SP:Iteration 22Q (88901.960000 sec): 3 clusters
  Score: Raw -227776.594422 + Penalty 2543.464304 = -225233.130118
  nChanged 3
		SP:Iteration 23Q (88902.010000 sec): 3 clusters
  Score: Raw -227777.898746 + Penalty 2543.464304 = -225234.434442
  nChanged 2
		SP:Iteration 24Q (88902.060000 sec): 3 clusters
  Score: Raw -227778.898435 + Penalty 2543.464304 = -225235.434130
  nChanged 1
		SP:Iteration 25Q (88902.110000 sec): 3 clusters
  Score: Raw -227779.444464 + Penalty 2543.464304 = -225235.980160
  nChanged 1
		SP:Iteration 26Q (88902.160000 sec): 3 clusters
  Score: Raw -227779.933781 + Penalty 2543.464304 = -225236.469476
  nChanged 2
		SP:Iteration 27Q (88902.210000 sec): 3 clusters
  Score: Raw -227780.398619 + Penalty 2543.464304 = -225236.934315
  nChanged 2
		SP:Iteration 28Q (88902.260000 sec): 3 clusters
  Score: Raw -227780.955929 + Penalty 2543.464304 = -225237.491625
  nChanged 1
		SP:Iteration 29Q (88902.310000 sec): 3 clusters
  Score: Raw -227781.208660 + Penalty 2543.464304 = -225237.744355
  nChanged 2
		SP:Iteration 30Q (88902.360000 sec): 3 clusters
  Score: Raw -227781.605740 + Penalty 2543.464304 = -225238.141435
  nChanged 2
		SP:Iteration 31Q (88902.410000 sec): 3 clusters
  Score: Raw -227783.301043 + Penalty 2543.464304 = -225239.836739
  nChanged 4
		SP:Iteration 32Q (88902.460000 sec): 3 clusters
  Score: Raw -227784.630516 + Penalty 2543.464304 = -225241.166211
  nChanged 6
		SP:Iteration 33Q (88902.500000 sec): 3 clusters
  Score: Raw -227785.982352 + Penalty 2543.464304 = -225242.518048
  nChanged 3
		SP:Iteration 34Q (88902.560000 sec): 3 clusters
  Score: Raw -227786.631156 + Penalty 2543.464304 = -225243.166851
  nChanged 1
		SP:Iteration 35Q (88902.600000 sec): 3 clusters
  Score: Raw -227786.873454 + Penalty 2543.464304 = -225243.409150
  nChanged 1
		SP:Iteration 36Q (88902.660000 sec): 3 clusters
  Score: Raw -227787.519926 + Penalty 2543.464304 = -225244.055622
  nChanged 2
		SP:Iteration 37Q (88902.700000 sec): 3 clusters
  Score: Raw -227788.140783 + Penalty 2543.464304 = -225244.676479
  nChanged 0
		SP:Iteration 38F (88902.750000 sec): 3 clusters
  Score: Raw -227788.140783 + Penalty 2543.464304 = -225244.676479
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88902.820000 sec): 2 clusters
  Score: Raw -235316.539738 + Penalty 1270.625599 = -234045.914139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88902.870000 sec): 3 clusters
  Score: Raw -234221.364275 + Penalty 2541.251198 = -231680.113078
  nChanged 893
		SP:Iteration 1F (88902.920000 sec): 3 clusters
  Score: Raw -234833.982819 + Penalty 2541.251198 = -232292.731622
  nChanged 221
		SP:Iteration 2F (88902.970000 sec): 3 clusters
  Score: Raw -235032.335870 + Penalty 2541.251198 = -232491.084672
  nChanged 173
		SP:Iteration 3F (88903.020000 sec): 3 clusters
  Score: Raw -235187.497213 + Penalty 2541.251198 = -232646.246015
  nChanged 113
		SP:Iteration 4Q (88903.060000 sec): 3 clusters
  Score: Raw -235308.311091 + Penalty 2541.251198 = -232767.059893
  nChanged 111
		SP:Iteration 5Q (88903.110000 sec): 3 clusters
  Score: Raw -235424.009075 + Penalty 2541.251198 = -232882.757877
  nChanged 102
		SP:Iteration 6Q (88903.160000 sec): 3 clusters
  Score: Raw -235537.163283 + Penalty 2541.251198 = -232995.912086
  nChanged 95
		SP:Iteration 7Q (88903.210000 sec): 3 clusters
  Score: Raw -235635.367276 + Penalty 2541.251198 = -233094.116079
  nChanged 81
		SP:Iteration 8Q (88903.260000 sec): 3 clusters
  Score: Raw -235719.541576 + Penalty 2541.251198 = -233178.290379
  nChanged 68
		SP:Iteration 9Q (88903.300000 sec): 3 clusters
  Score: Raw -235778.370566 + Penalty 2541.251198 = -233237.119369
  nChanged 63
		SP:Iteration 10Q (88903.350000 sec): 3 clusters
  Score: Raw -235832.532071 + Penalty 2541.251198 = -233291.280874
  nChanged 58
		SP:Iteration 11Q (88903.400000 sec): 3 clusters
  Score: Raw -235880.452513 + Penalty 2541.251198 = -233339.201316
  nChanged 44
		SP:Iteration 12Q (88903.450000 sec): 3 clusters
  Score: Raw -235912.956660 + Penalty 2541.251198 = -233371.705463
  nChanged 31
		SP:Iteration 13Q (88903.490000 sec): 3 clusters
  Score: Raw -235939.176218 + Penalty 2541.251198 = -233397.925020
  nChanged 28
		SP:Iteration 14Q (88903.540000 sec): 3 clusters
  Score: Raw -235957.347715 + Penalty 2541.251198 = -233416.096518
  nChanged 20
		SP:Iteration 15Q (88903.590000 sec): 3 clusters
  Score: Raw -235972.730379 + Penalty 2541.251198 = -233431.479181
  nChanged 23
		SP:Iteration 16Q (88903.640000 sec): 3 clusters
  Score: Raw -235986.232677 + Penalty 2541.251198 = -233444.981479
  nChanged 17
		SP:Iteration 17Q (88903.680000 sec): 3 clusters
  Score: Raw -235997.394200 + Penalty 2541.251198 = -233456.143003
  nChanged 11
		SP:Iteration 18Q (88903.730000 sec): 3 clusters
  Score: Raw -236006.738023 + Penalty 2541.251198 = -233465.486825
  nChanged 15
		SP:Iteration 19Q (88903.780000 sec): 3 clusters
  Score: Raw -236018.846286 + Penalty 2541.251198 = -233477.595088
  nChanged 10
		SP:Iteration 20F (88903.820000 sec): 3 clusters
  Score: Raw -236024.856672 + Penalty 2541.251198 = -233483.605475
  nChanged 5
		SP:Iteration 21Q (88903.870000 sec): 3 clusters
  Score: Raw -236029.606471 + Penalty 2541.251198 = -233488.355274
  nChanged 5
		SP:Iteration 22Q (88903.920000 sec): 3 clusters
  Score: Raw -236032.891193 + Penalty 2541.251198 = -233491.639995
  nChanged 2
		SP:Iteration 23Q (88903.960000 sec): 3 clusters
  Score: Raw -236034.775139 + Penalty 2541.251198 = -233493.523941
  nChanged 1
		SP:Iteration 24Q (88904.010000 sec): 3 clusters
  Score: Raw -236035.540736 + Penalty 2541.251198 = -233494.289539
  nChanged 0
		SP:Iteration 25F (88904.060000 sec): 3 clusters
  Score: Raw -236035.540736 + Penalty 2541.251198 = -233494.289539
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88904.130000 sec): 2 clusters
  Score: Raw -270982.173319 + Penalty 1278.280075 = -269703.893244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88904.180000 sec): 3 clusters
  Score: Raw -269740.475052 + Penalty 2556.560150 = -267183.914902
  nChanged 961
		SP:Iteration 1F (88904.240000 sec): 3 clusters
  Score: Raw -270345.454418 + Penalty 2556.560150 = -267788.894268
  nChanged 230
		SP:Iteration 2F (88904.290000 sec): 3 clusters
  Score: Raw -270533.742277 + Penalty 2556.560150 = -267977.182127
  nChanged 168
		SP:Iteration 3F (88904.340000 sec): 3 clusters
  Score: Raw -270692.867953 + Penalty 2556.560150 = -268136.307803
  nChanged 158
		SP:Iteration 4F (88904.400000 sec): 3 clusters
  Score: Raw -270847.094641 + Penalty 2556.560150 = -268290.534491
  nChanged 145
		SP:Iteration 5F (88904.450000 sec): 3 clusters
  Score: Raw -271003.203969 + Penalty 2556.560150 = -268446.643819
  nChanged 131
		SP:Iteration 6F (88904.500000 sec): 3 clusters
  Score: Raw -271144.560299 + Penalty 2556.560150 = -268588.000149
  nChanged 120
		SP:Iteration 7Q (88904.560000 sec): 3 clusters
  Score: Raw -271244.937216 + Penalty 2556.560150 = -268688.377066
  nChanged 94
		SP:Iteration 8Q (88904.610000 sec): 3 clusters
  Score: Raw -271319.479823 + Penalty 2556.560150 = -268762.919673
  nChanged 72
		SP:Iteration 9Q (88904.660000 sec): 3 clusters
  Score: Raw -271368.814474 + Penalty 2556.560150 = -268812.254324
  nChanged 51
		SP:Iteration 10Q (88904.710000 sec): 3 clusters
  Score: Raw -271401.119516 + Penalty 2556.560150 = -268844.559366
  nChanged 37
		SP:Iteration 11Q (88904.760000 sec): 3 clusters
  Score: Raw -271425.270949 + Penalty 2556.560150 = -268868.710799
  nChanged 28
		SP:Iteration 12Q (88904.820000 sec): 3 clusters
  Score: Raw -271441.734097 + Penalty 2556.560150 = -268885.173947
  nChanged 26
		SP:Iteration 13Q (88904.870000 sec): 3 clusters
  Score: Raw -271453.947633 + Penalty 2556.560150 = -268897.387483
  nChanged 19
		SP:Iteration 14Q (88904.920000 sec): 3 clusters
  Score: Raw -271464.539381 + Penalty 2556.560150 = -268907.979231
  nChanged 15
		SP:Iteration 15Q (88904.980000 sec): 3 clusters
  Score: Raw -271474.711472 + Penalty 2556.560150 = -268918.151322
  nChanged 18
		SP:Iteration 16Q (88905.030000 sec): 3 clusters
  Score: Raw -271486.449371 + Penalty 2556.560150 = -268929.889221
  nChanged 15
		SP:Iteration 17Q (88905.080000 sec): 3 clusters
  Score: Raw -271495.695697 + Penalty 2556.560150 = -268939.135547
  nChanged 10
		SP:Iteration 18Q (88905.140000 sec): 3 clusters
  Score: Raw -271500.679312 + Penalty 2556.560150 = -268944.119162
  nChanged 5
		SP:Iteration 19Q (88905.190000 sec): 3 clusters
  Score: Raw -271502.803935 + Penalty 2556.560150 = -268946.243785
  nChanged 3
		SP:Iteration 20F (88905.240000 sec): 3 clusters
  Score: Raw -271503.797492 + Penalty 2556.560150 = -268947.237342
  nChanged 1
		SP:Iteration 21Q (88905.290000 sec): 3 clusters
  Score: Raw -271504.205077 + Penalty 2556.560150 = -268947.644927
  nChanged 4
		SP:Iteration 22Q (88905.340000 sec): 3 clusters
  Score: Raw -271506.275068 + Penalty 2556.560150 = -268949.714918
  nChanged 0
		SP:Iteration 23F (88905.400000 sec): 3 clusters
  Score: Raw -271506.275068 + Penalty 2556.560150 = -268949.714918
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (4041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88905.470000 sec): 2 clusters
  Score: Raw -403450.052106 + Penalty 1349.440213 = -402100.611893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88905.560000 sec): 3 clusters
  Score: Raw -401415.122102 + Penalty 2698.880426 = -398716.241675
  nChanged 1643
		SP:Iteration 1F (88905.640000 sec): 3 clusters
  Score: Raw -402346.629960 + Penalty 2698.880426 = -399647.749534
  nChanged 296
		SP:Iteration 2F (88905.720000 sec): 3 clusters
  Score: Raw -402510.144905 + Penalty 2698.880426 = -399811.264479
  nChanged 197
		SP:Iteration 3Q (88905.790000 sec): 3 clusters
  Score: Raw -402604.015331 + Penalty 2698.880426 = -399905.134905
  nChanged 147
		SP:Iteration 4Q (88905.870000 sec): 3 clusters
  Score: Raw -402664.721324 + Penalty 2698.880426 = -399965.840898
  nChanged 121
		SP:Iteration 5Q (88905.950000 sec): 3 clusters
  Score: Raw -402715.797343 + Penalty 2698.880426 = -400016.916917
  nChanged 101
		SP:Iteration 6Q (88906.030000 sec): 3 clusters
  Score: Raw -402760.511063 + Penalty 2698.880426 = -400061.630637
  nChanged 99
		SP:Iteration 7Q (88906.110000 sec): 3 clusters
  Score: Raw -402801.494871 + Penalty 2698.880426 = -400102.614445
  nChanged 78
		SP:Iteration 8Q (88906.180000 sec): 3 clusters
  Score: Raw -402833.851984 + Penalty 2698.880426 = -400134.971558
  nChanged 93
		SP:Iteration 9Q (88906.260000 sec): 3 clusters
  Score: Raw -402872.044355 + Penalty 2698.880426 = -400173.163929
  nChanged 85
		SP:Iteration 10Q (88906.340000 sec): 3 clusters
  Score: Raw -402909.959572 + Penalty 2698.880426 = -400211.079146
  nChanged 93
		SP:Iteration 11Q (88906.420000 sec): 3 clusters
  Score: Raw -402962.347587 + Penalty 2698.880426 = -400263.467161
  nChanged 89
		SP:Iteration 12Q (88906.500000 sec): 3 clusters
  Score: Raw -403006.739013 + Penalty 2698.880426 = -400307.858587
  nChanged 105
		SP:Iteration 13Q (88906.580000 sec): 3 clusters
  Score: Raw -403071.295785 + Penalty 2698.880426 = -400372.415359
  nChanged 135
		SP:Iteration 14Q (88906.650000 sec): 3 clusters
  Score: Raw -403154.121953 + Penalty 2698.880426 = -400455.241526
  nChanged 137
		SP:Iteration 15Q (88906.730000 sec): 3 clusters
  Score: Raw -403234.905781 + Penalty 2698.880426 = -400536.025355
  nChanged 126
		SP:Iteration 16Q (88906.810000 sec): 3 clusters
  Score: Raw -403316.821832 + Penalty 2698.880426 = -400617.941405
  nChanged 127
		SP:Iteration 17Q (88906.880000 sec): 3 clusters
  Score: Raw -403403.594080 + Penalty 2698.880426 = -400704.713653
  nChanged 111
		SP:Iteration 18Q (88906.960000 sec): 3 clusters
  Score: Raw -403478.168605 + Penalty 2698.880426 = -400779.288178
  nChanged 96
		SP:Iteration 19Q (88907.040000 sec): 3 clusters
  Score: Raw -403539.939205 + Penalty 2698.880426 = -400841.058779
  nChanged 76
		SP:Iteration 20F (88907.120000 sec): 3 clusters
  Score: Raw -403589.843386 + Penalty 2698.880426 = -400890.962960
  nChanged 50
		SP:Iteration 21Q (88907.190000 sec): 3 clusters
  Score: Raw -403622.226927 + Penalty 2698.880426 = -400923.346501
  nChanged 50
		SP:Iteration 22Q (88907.270000 sec): 3 clusters
  Score: Raw -403653.332188 + Penalty 2698.880426 = -400954.451762
  nChanged 43
		SP:Iteration 23Q (88907.340000 sec): 3 clusters
  Score: Raw -403680.912568 + Penalty 2698.880426 = -400982.032141
  nChanged 42
		SP:Iteration 24Q (88907.420000 sec): 3 clusters
  Score: Raw -403710.543137 + Penalty 2698.880426 = -401011.662711
  nChanged 24
		SP:Iteration 25Q (88907.500000 sec): 3 clusters
  Score: Raw -403727.320169 + Penalty 2698.880426 = -401028.439742
  nChanged 26
		SP:Iteration 26Q (88907.570000 sec): 3 clusters
  Score: Raw -403743.176545 + Penalty 2698.880426 = -401044.296119
  nChanged 15
		SP:Iteration 27Q (88907.650000 sec): 3 clusters
  Score: Raw -403752.126057 + Penalty 2698.880426 = -401053.245630
  nChanged 12
		SP:Iteration 28Q (88907.720000 sec): 3 clusters
  Score: Raw -403758.958281 + Penalty 2698.880426 = -401060.077855
  nChanged 12
		SP:Iteration 29Q (88907.800000 sec): 3 clusters
  Score: Raw -403766.657993 + Penalty 2698.880426 = -401067.777567
  nChanged 13
		SP:Iteration 30Q (88907.880000 sec): 3 clusters
  Score: Raw -403775.036542 + Penalty 2698.880426 = -401076.156116
  nChanged 5
		SP:Iteration 31Q (88907.950000 sec): 3 clusters
  Score: Raw -403777.506713 + Penalty 2698.880426 = -401078.626287
  nChanged 1
		SP:Iteration 32Q (88908.030000 sec): 3 clusters
  Score: Raw -403778.090238 + Penalty 2698.880426 = -401079.209812
  nChanged 2
		SP:Iteration 33Q (88908.100000 sec): 3 clusters
  Score: Raw -403779.726691 + Penalty 2698.880426 = -401080.846265
  nChanged 2
		SP:Iteration 34Q (88908.180000 sec): 3 clusters
  Score: Raw -403782.423170 + Penalty 2698.880426 = -401083.542744
  nChanged 3
		SP:Iteration 35Q (88908.250000 sec): 3 clusters
  Score: Raw -403784.583676 + Penalty 2698.880426 = -401085.703250
  nChanged 2
		SP:Iteration 36Q (88908.330000 sec): 3 clusters
  Score: Raw -403785.451523 + Penalty 2698.880426 = -401086.571097
  nChanged 3
		SP:Iteration 37Q (88908.400000 sec): 3 clusters
  Score: Raw -403787.076344 + Penalty 2698.880426 = -401088.195918
  nChanged 3
		SP:Iteration 38Q (88908.480000 sec): 3 clusters
  Score: Raw -403788.688227 + Penalty 2698.880426 = -401089.807801
  nChanged 0
		SP:Iteration 39F (88908.550000 sec): 3 clusters
  Score: Raw -403788.688227 + Penalty 2698.880426 = -401089.807801
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88908.710000 sec): 2 clusters
  Score: Raw -1309650.832988 + Penalty 1540.708507 = -1308110.124481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88908.910000 sec): 3 clusters
  Score: Raw -1302043.745775 + Penalty 3081.417014 = -1298962.328760
  nChanged 5760
		SP:Iteration 1F (88909.100000 sec): 3 clusters
  Score: Raw -1305092.140241 + Penalty 3081.417014 = -1302010.723227
  nChanged 732
		SP:Iteration 2F (88909.330000 sec): 3 clusters
  Score: Raw -1305393.748225 + Penalty 3081.417014 = -1302312.331211
  nChanged 719
		SP:Iteration 3F (88909.510000 sec): 3 clusters
  Score: Raw -1305730.158781 + Penalty 3081.417014 = -1302648.741767
  nChanged 741
		SP:Iteration 4F (88909.690000 sec): 3 clusters
  Score: Raw -1306126.729457 + Penalty 3081.417014 = -1303045.312443
  nChanged 801
		SP:Iteration 5F (88909.880000 sec): 3 clusters
  Score: Raw -1306612.456848 + Penalty 3081.417014 = -1303531.039834
  nChanged 807
		SP:Iteration 6F (88910.090000 sec): 3 clusters
  Score: Raw -1307126.929666 + Penalty 3081.417014 = -1304045.512652
  nChanged 770
		SP:Iteration 7F (88910.270000 sec): 3 clusters
  Score: Raw -1307657.791399 + Penalty 3081.417014 = -1304576.374385
  nChanged 705
		SP:Iteration 8F (88910.490000 sec): 3 clusters
  Score: Raw -1308149.762227 + Penalty 3081.417014 = -1305068.345212
  nChanged 611
		SP:Iteration 9Q (88910.720000 sec): 3 clusters
  Score: Raw -1308611.393404 + Penalty 3081.417014 = -1305529.976390
  nChanged 510
		SP:Iteration 10Q (88910.910000 sec): 3 clusters
  Score: Raw -1308994.083441 + Penalty 3081.417014 = -1305912.666427
  nChanged 376
		SP:Iteration 11Q (88911.140000 sec): 3 clusters
  Score: Raw -1309277.225869 + Penalty 3081.417014 = -1306195.808854
  nChanged 269
		SP:Iteration 12Q (88911.330000 sec): 3 clusters
  Score: Raw -1309463.927566 + Penalty 3081.417014 = -1306382.510552
  nChanged 193
		SP:Iteration 13Q (88911.510000 sec): 3 clusters
  Score: Raw -1309601.204907 + Penalty 3081.417014 = -1306519.787893
  nChanged 158
		SP:Iteration 14Q (88911.700000 sec): 3 clusters
  Score: Raw -1309697.994858 + Penalty 3081.417014 = -1306616.577844
  nChanged 102
		SP:Iteration 15Q (88911.880000 sec): 3 clusters
  Score: Raw -1309759.010849 + Penalty 3081.417014 = -1306677.593835
  nChanged 68
		SP:Iteration 16Q (88912.080000 sec): 3 clusters
  Score: Raw -1309799.675865 + Penalty 3081.417014 = -1306718.258851
  nChanged 60
		SP:Iteration 17Q (88912.260000 sec): 3 clusters
  Score: Raw -1309830.933334 + Penalty 3081.417014 = -1306749.516319
  nChanged 47
		SP:Iteration 18Q (88912.440000 sec): 3 clusters
  Score: Raw -1309851.135064 + Penalty 3081.417014 = -1306769.718050
  nChanged 26
		SP:Iteration 19Q (88912.640000 sec): 3 clusters
  Score: Raw -1309861.657811 + Penalty 3081.417014 = -1306780.240796
  nChanged 20
		SP:Iteration 20F (88912.820000 sec): 3 clusters
  Score: Raw -1309871.544277 + Penalty 3081.417014 = -1306790.127263
  nChanged 17
		SP:Iteration 21Q (88912.990000 sec): 3 clusters
  Score: Raw -1309880.406965 + Penalty 3081.417014 = -1306798.989951
  nChanged 16
		SP:Iteration 22Q (88913.170000 sec): 3 clusters
  Score: Raw -1309888.351360 + Penalty 3081.417014 = -1306806.934346
  nChanged 16
		SP:Iteration 23Q (88913.370000 sec): 3 clusters
  Score: Raw -1309895.796790 + Penalty 3081.417014 = -1306814.379776
  nChanged 18
		SP:Iteration 24Q (88913.590000 sec): 3 clusters
  Score: Raw -1309904.795109 + Penalty 3081.417014 = -1306823.378095
  nChanged 19
		SP:Iteration 25Q (88913.810000 sec): 3 clusters
  Score: Raw -1309916.962472 + Penalty 3081.417014 = -1306835.545458
  nChanged 24
		SP:Iteration 26Q (88913.980000 sec): 3 clusters
  Score: Raw -1309926.787714 + Penalty 3081.417014 = -1306845.370699
  nChanged 7
		SP:Iteration 27Q (88914.160000 sec): 3 clusters
  Score: Raw -1309929.220896 + Penalty 3081.417014 = -1306847.803882
  nChanged 8
		SP:Iteration 28Q (88914.340000 sec): 3 clusters
  Score: Raw -1309932.633772 + Penalty 3081.417014 = -1306851.216758
  nChanged 4
		SP:Iteration 29Q (88914.540000 sec): 3 clusters
  Score: Raw -1309934.360676 + Penalty 3081.417014 = -1306852.943662
  nChanged 2
		SP:Iteration 30Q (88914.720000 sec): 3 clusters
  Score: Raw -1309935.062381 + Penalty 3081.417014 = -1306853.645367
  nChanged 4
		SP:Iteration 31Q (88914.900000 sec): 3 clusters
  Score: Raw -1309936.205460 + Penalty 3081.417014 = -1306854.788446
  nChanged 2
		SP:Iteration 32Q (88915.100000 sec): 3 clusters
  Score: Raw -1309936.978119 + Penalty 3081.417014 = -1306855.561105
  nChanged 2
		SP:Iteration 33Q (88915.270000 sec): 3 clusters
  Score: Raw -1309937.641735 + Penalty 3081.417014 = -1306856.224720
  nChanged 1
		SP:Iteration 34Q (88915.450000 sec): 3 clusters
  Score: Raw -1309938.027687 + Penalty 3081.417014 = -1306856.610673
  nChanged 2
		SP:Iteration 35Q (88915.620000 sec): 3 clusters
  Score: Raw -1309939.189768 + Penalty 3081.417014 = -1306857.772753
  nChanged 3
		SP:Iteration 36Q (88915.820000 sec): 3 clusters
  Score: Raw -1309940.096205 + Penalty 3081.417014 = -1306858.679191
  nChanged 1
		SP:Iteration 37Q (88916.000000 sec): 3 clusters
  Score: Raw -1309940.275263 + Penalty 3081.417014 = -1306858.858249
  nChanged 1
		SP:Iteration 38Q (88916.180000 sec): 3 clusters
  Score: Raw -1309940.461194 + Penalty 3081.417014 = -1306859.044180
  nChanged 0
		SP:Iteration 39F (88916.400000 sec): 3 clusters
  Score: Raw -1309940.461194 + Penalty 3081.417014 = -1306859.044180
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (5059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88916.470000 sec): 2 clusters
  Score: Raw -539564.462190 + Penalty 1385.950169 = -538178.512021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88916.580000 sec): 3 clusters
  Score: Raw -536920.581300 + Penalty 2771.900337 = -534148.680963
  nChanged 2016
		SP:Iteration 1F (88916.680000 sec): 3 clusters
  Score: Raw -537988.952799 + Penalty 2771.900337 = -535217.052461
  nChanged 352
		SP:Iteration 2F (88916.770000 sec): 3 clusters
  Score: Raw -538169.409734 + Penalty 2771.900337 = -535397.509397
  nChanged 299
		SP:Iteration 3F (88916.860000 sec): 3 clusters
  Score: Raw -538331.810553 + Penalty 2771.900337 = -535559.910216
  nChanged 267
		SP:Iteration 4F (88916.960000 sec): 3 clusters
  Score: Raw -538472.664027 + Penalty 2771.900337 = -535700.763690
  nChanged 228
		SP:Iteration 5Q (88917.050000 sec): 3 clusters
  Score: Raw -538610.267399 + Penalty 2771.900337 = -535838.367062
  nChanged 210
		SP:Iteration 6Q (88917.150000 sec): 3 clusters
  Score: Raw -538730.628830 + Penalty 2771.900337 = -535958.728492
  nChanged 197
		SP:Iteration 7Q (88917.240000 sec): 3 clusters
  Score: Raw -538843.786675 + Penalty 2771.900337 = -536071.886338
  nChanged 197
		SP:Iteration 8Q (88917.340000 sec): 3 clusters
  Score: Raw -538955.463571 + Penalty 2771.900337 = -536183.563234
  nChanged 191
		SP:Iteration 9Q (88917.430000 sec): 3 clusters
  Score: Raw -539070.673757 + Penalty 2771.900337 = -536298.773420
  nChanged 156
		SP:Iteration 10Q (88917.530000 sec): 3 clusters
  Score: Raw -539169.433726 + Penalty 2771.900337 = -536397.533388
  nChanged 147
		SP:Iteration 11Q (88917.620000 sec): 3 clusters
  Score: Raw -539255.698143 + Penalty 2771.900337 = -536483.797806
  nChanged 134
		SP:Iteration 12Q (88917.720000 sec): 3 clusters
  Score: Raw -539338.880648 + Penalty 2771.900337 = -536566.980311
  nChanged 126
		SP:Iteration 13Q (88917.820000 sec): 3 clusters
  Score: Raw -539428.479266 + Penalty 2771.900337 = -536656.578929
  nChanged 138
		SP:Iteration 14Q (88917.910000 sec): 3 clusters
  Score: Raw -539509.093738 + Penalty 2771.900337 = -536737.193401
  nChanged 106
		SP:Iteration 15Q (88918.000000 sec): 3 clusters
  Score: Raw -539564.387021 + Penalty 2771.900337 = -536792.486683
  nChanged 87
		SP:Iteration 16Q (88918.100000 sec): 3 clusters
  Score: Raw -539607.068819 + Penalty 2771.900337 = -536835.168482
  nChanged 68
		SP:Iteration 17Q (88918.190000 sec): 3 clusters
  Score: Raw -539639.283880 + Penalty 2771.900337 = -536867.383543
  nChanged 52
		SP:Iteration 18Q (88918.290000 sec): 3 clusters
  Score: Raw -539660.940833 + Penalty 2771.900337 = -536889.040496
  nChanged 41
		SP:Iteration 19Q (88918.380000 sec): 3 clusters
  Score: Raw -539676.760457 + Penalty 2771.900337 = -536904.860119
  nChanged 28
		SP:Iteration 20F (88918.470000 sec): 3 clusters
  Score: Raw -539686.328762 + Penalty 2771.900337 = -536914.428425
  nChanged 25
		SP:Iteration 21Q (88918.570000 sec): 3 clusters
  Score: Raw -539693.497536 + Penalty 2771.900337 = -536921.597199
  nChanged 19
		SP:Iteration 22Q (88918.660000 sec): 3 clusters
  Score: Raw -539699.065053 + Penalty 2771.900337 = -536927.164716
  nChanged 14
		SP:Iteration 23Q (88918.750000 sec): 3 clusters
  Score: Raw -539703.666348 + Penalty 2771.900337 = -536931.766011
  nChanged 8
		SP:Iteration 24Q (88918.850000 sec): 3 clusters
  Score: Raw -539706.489450 + Penalty 2771.900337 = -536934.589113
  nChanged 8
		SP:Iteration 25Q (88918.940000 sec): 3 clusters
  Score: Raw -539709.178371 + Penalty 2771.900337 = -536937.278034
  nChanged 16
		SP:Iteration 26Q (88919.030000 sec): 3 clusters
  Score: Raw -539714.038938 + Penalty 2771.900337 = -536942.138601
  nChanged 20
		SP:Iteration 27Q (88919.130000 sec): 3 clusters
  Score: Raw -539720.238774 + Penalty 2771.900337 = -536948.338437
  nChanged 18
		SP:Iteration 28Q (88919.220000 sec): 3 clusters
  Score: Raw -539725.984178 + Penalty 2771.900337 = -536954.083841
  nChanged 11
		SP:Iteration 29Q (88919.310000 sec): 3 clusters
  Score: Raw -539731.711558 + Penalty 2771.900337 = -536959.811221
  nChanged 17
		SP:Iteration 30Q (88919.410000 sec): 3 clusters
  Score: Raw -539738.903240 + Penalty 2771.900337 = -536967.002903
  nChanged 16
		SP:Iteration 31Q (88919.500000 sec): 3 clusters
  Score: Raw -539744.662899 + Penalty 2771.900337 = -536972.762562
  nChanged 11
		SP:Iteration 32Q (88919.590000 sec): 3 clusters
  Score: Raw -539748.503619 + Penalty 2771.900337 = -536976.603282
  nChanged 6
		SP:Iteration 33Q (88919.690000 sec): 3 clusters
  Score: Raw -539750.253859 + Penalty 2771.900337 = -536978.353522
  nChanged 4
		SP:Iteration 34Q (88919.780000 sec): 3 clusters
  Score: Raw -539751.665981 + Penalty 2771.900337 = -536979.765644
  nChanged 8
		SP:Iteration 35Q (88919.870000 sec): 3 clusters
  Score: Raw -539754.757370 + Penalty 2771.900337 = -536982.857033
  nChanged 5
		SP:Iteration 36Q (88919.960000 sec): 3 clusters
  Score: Raw -539756.570557 + Penalty 2771.900337 = -536984.670220
  nChanged 3
		SP:Iteration 37Q (88920.060000 sec): 3 clusters
  Score: Raw -539758.140956 + Penalty 2771.900337 = -536986.240619
  nChanged 4
		SP:Iteration 38Q (88920.150000 sec): 3 clusters
  Score: Raw -539759.616030 + Penalty 2771.900337 = -536987.715693
  nChanged 5
		SP:Iteration 39Q (88920.240000 sec): 3 clusters
  Score: Raw -539761.941108 + Penalty 2771.900337 = -536990.040771
  nChanged 9
		SP:Iteration 40F (88920.340000 sec): 3 clusters
  Score: Raw -539766.377074 + Penalty 2771.900337 = -536994.476737
  nChanged 3
		SP:Iteration 41Q (88920.430000 sec): 3 clusters
  Score: Raw -539766.945972 + Penalty 2771.900337 = -536995.045635
  nChanged 3
		SP:Iteration 42Q (88920.520000 sec): 3 clusters
  Score: Raw -539767.747436 + Penalty 2771.900337 = -536995.847099
  nChanged 3
		SP:Iteration 43Q (88920.610000 sec): 3 clusters
  Score: Raw -539769.308525 + Penalty 2771.900337 = -536997.408188
  nChanged 3
		SP:Iteration 44Q (88920.710000 sec): 3 clusters
  Score: Raw -539770.262886 + Penalty 2771.900337 = -536998.362548
  nChanged 1
		SP:Iteration 45Q (88920.800000 sec): 3 clusters
  Score: Raw -539770.638042 + Penalty 2771.900337 = -536998.737705
  nChanged 2
		SP:Iteration 46Q (88920.890000 sec): 3 clusters
  Score: Raw -539771.458238 + Penalty 2771.900337 = -536999.557901
  nChanged 6
		SP:Iteration 47Q (88920.980000 sec): 3 clusters
  Score: Raw -539772.689036 + Penalty 2771.900337 = -537000.788699
  nChanged 1
		SP:Iteration 48Q (88921.080000 sec): 3 clusters
  Score: Raw -539772.872729 + Penalty 2771.900337 = -537000.972392
  nChanged 1
		SP:Iteration 49Q (88921.170000 sec): 3 clusters
  Score: Raw -539772.969610 + Penalty 2771.900337 = -537001.069273
  nChanged 0
		SP:Iteration 50F (88921.260000 sec): 3 clusters
  Score: Raw -539772.969610 + Penalty 2771.900337 = -537001.069273
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88921.340000 sec): 2 clusters
  Score: Raw -380170.851845 + Penalty 1350.562289 = -378820.289556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88921.420000 sec): 3 clusters
  Score: Raw -378151.152378 + Penalty 2701.124578 = -375450.027800
  nChanged 1596
		SP:Iteration 1F (88921.510000 sec): 3 clusters
  Score: Raw -379090.388058 + Penalty 2701.124578 = -376389.263480
  nChanged 317
		SP:Iteration 2F (88921.580000 sec): 3 clusters
  Score: Raw -379286.510860 + Penalty 2701.124578 = -376585.386282
  nChanged 232
		SP:Iteration 3F (88921.660000 sec): 3 clusters
  Score: Raw -379417.749737 + Penalty 2701.124578 = -376716.625159
  nChanged 171
		SP:Iteration 4Q (88921.740000 sec): 3 clusters
  Score: Raw -379517.409737 + Penalty 2701.124578 = -376816.285159
  nChanged 139
		SP:Iteration 5Q (88921.820000 sec): 3 clusters
  Score: Raw -379598.383126 + Penalty 2701.124578 = -376897.258548
  nChanged 140
		SP:Iteration 6Q (88921.900000 sec): 3 clusters
  Score: Raw -379690.734078 + Penalty 2701.124578 = -376989.609500
  nChanged 157
		SP:Iteration 7Q (88921.970000 sec): 3 clusters
  Score: Raw -379820.854913 + Penalty 2701.124578 = -377119.730335
  nChanged 180
		SP:Iteration 8Q (88922.050000 sec): 3 clusters
  Score: Raw -379994.959023 + Penalty 2701.124578 = -377293.834445
  nChanged 175
		SP:Iteration 9Q (88922.130000 sec): 3 clusters
  Score: Raw -380213.811784 + Penalty 2701.124578 = -377512.687205
  nChanged 202
		SP:Iteration 10Q (88922.200000 sec): 3 clusters
  Score: Raw -380470.469738 + Penalty 2701.124578 = -377769.345160
  nChanged 187
		SP:Iteration 11Q (88922.280000 sec): 3 clusters
  Score: Raw -380675.945480 + Penalty 2701.124578 = -377974.820901
  nChanged 172
		SP:Iteration 12Q (88922.360000 sec): 3 clusters
  Score: Raw -380821.022347 + Penalty 2701.124578 = -378119.897769
  nChanged 123
		SP:Iteration 13Q (88922.430000 sec): 3 clusters
  Score: Raw -380909.001138 + Penalty 2701.124578 = -378207.876560
  nChanged 100
		SP:Iteration 14Q (88922.510000 sec): 3 clusters
  Score: Raw -380974.814716 + Penalty 2701.124578 = -378273.690138
  nChanged 74
		SP:Iteration 15Q (88922.580000 sec): 3 clusters
  Score: Raw -381024.072524 + Penalty 2701.124578 = -378322.947946
  nChanged 58
		SP:Iteration 16Q (88922.660000 sec): 3 clusters
  Score: Raw -381063.736923 + Penalty 2701.124578 = -378362.612344
  nChanged 48
		SP:Iteration 17Q (88922.730000 sec): 3 clusters
  Score: Raw -381093.502163 + Penalty 2701.124578 = -378392.377585
  nChanged 35
		SP:Iteration 18Q (88922.810000 sec): 3 clusters
  Score: Raw -381114.868068 + Penalty 2701.124578 = -378413.743490
  nChanged 33
		SP:Iteration 19Q (88922.880000 sec): 3 clusters
  Score: Raw -381136.846262 + Penalty 2701.124578 = -378435.721684
  nChanged 37
		SP:Iteration 20F (88922.960000 sec): 3 clusters
  Score: Raw -381160.788488 + Penalty 2701.124578 = -378459.663910
  nChanged 38
		SP:Iteration 21Q (88923.030000 sec): 3 clusters
  Score: Raw -381190.990214 + Penalty 2701.124578 = -378489.865636
  nChanged 33
		SP:Iteration 22Q (88923.100000 sec): 3 clusters
  Score: Raw -381219.778626 + Penalty 2701.124578 = -378518.654048
  nChanged 40
		SP:Iteration 23Q (88923.180000 sec): 3 clusters
  Score: Raw -381250.832795 + Penalty 2701.124578 = -378549.708217
  nChanged 32
		SP:Iteration 24Q (88923.250000 sec): 3 clusters
  Score: Raw -381273.528030 + Penalty 2701.124578 = -378572.403452
  nChanged 27
		SP:Iteration 25Q (88923.320000 sec): 3 clusters
  Score: Raw -381291.484711 + Penalty 2701.124578 = -378590.360133
  nChanged 20
		SP:Iteration 26Q (88923.390000 sec): 3 clusters
  Score: Raw -381308.140901 + Penalty 2701.124578 = -378607.016323
  nChanged 20
		SP:Iteration 27Q (88923.460000 sec): 3 clusters
  Score: Raw -381320.483208 + Penalty 2701.124578 = -378619.358630
  nChanged 22
		SP:Iteration 28Q (88923.540000 sec): 3 clusters
  Score: Raw -381335.884879 + Penalty 2701.124578 = -378634.760301
  nChanged 23
		SP:Iteration 29Q (88923.610000 sec): 3 clusters
  Score: Raw -381355.142885 + Penalty 2701.124578 = -378654.018307
  nChanged 17
		SP:Iteration 30Q (88923.680000 sec): 3 clusters
  Score: Raw -381365.324239 + Penalty 2701.124578 = -378664.199661
  nChanged 14
		SP:Iteration 31Q (88923.750000 sec): 3 clusters
  Score: Raw -381372.994569 + Penalty 2701.124578 = -378671.869990
  nChanged 16
		SP:Iteration 32Q (88923.820000 sec): 3 clusters
  Score: Raw -381380.829962 + Penalty 2701.124578 = -378679.705384
  nChanged 7
		SP:Iteration 33Q (88923.890000 sec): 3 clusters
  Score: Raw -381383.878285 + Penalty 2701.124578 = -378682.753707
  nChanged 6
		SP:Iteration 34Q (88923.960000 sec): 3 clusters
  Score: Raw -381385.410200 + Penalty 2701.124578 = -378684.285622
  nChanged 3
		SP:Iteration 35Q (88924.030000 sec): 3 clusters
  Score: Raw -381385.789557 + Penalty 2701.124578 = -378684.664978
  nChanged 0
		SP:Iteration 36F (88924.110000 sec): 3 clusters
  Score: Raw -381385.789557 + Penalty 2701.124578 = -378684.664978
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88924.230000 sec): 2 clusters
  Score: Raw -1250925.382819 + Penalty 1537.264122 = -1249388.118697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88924.450000 sec): 3 clusters
  Score: Raw -1243494.496308 + Penalty 3074.528244 = -1240419.968064
  nChanged 5690
		SP:Iteration 1F (88924.680000 sec): 3 clusters
  Score: Raw -1246886.906657 + Penalty 3074.528244 = -1243812.378413
  nChanged 927
		SP:Iteration 2F (88924.860000 sec): 3 clusters
  Score: Raw -1247487.155883 + Penalty 3074.528244 = -1244412.627639
  nChanged 901
		SP:Iteration 3F (88925.050000 sec): 3 clusters
  Score: Raw -1248071.480772 + Penalty 3074.528244 = -1244996.952527
  nChanged 826
		SP:Iteration 4F (88925.230000 sec): 3 clusters
  Score: Raw -1248581.546028 + Penalty 3074.528244 = -1245507.017784
  nChanged 714
		SP:Iteration 5F (88925.440000 sec): 3 clusters
  Score: Raw -1249009.143708 + Penalty 3074.528244 = -1245934.615464
  nChanged 650
		SP:Iteration 6F (88925.620000 sec): 3 clusters
  Score: Raw -1249354.246128 + Penalty 3074.528244 = -1246279.717884
  nChanged 512
		SP:Iteration 7Q (88925.810000 sec): 3 clusters
  Score: Raw -1249564.889282 + Penalty 3074.528244 = -1246490.361038
  nChanged 387
		SP:Iteration 8Q (88926.010000 sec): 3 clusters
  Score: Raw -1249692.051251 + Penalty 3074.528244 = -1246617.523007
  nChanged 294
		SP:Iteration 9Q (88926.200000 sec): 3 clusters
  Score: Raw -1249773.479715 + Penalty 3074.528244 = -1246698.951471
  nChanged 218
		SP:Iteration 10Q (88926.420000 sec): 3 clusters
  Score: Raw -1249829.901699 + Penalty 3074.528244 = -1246755.373454
  nChanged 196
		SP:Iteration 11Q (88926.640000 sec): 3 clusters
  Score: Raw -1249878.745301 + Penalty 3074.528244 = -1246804.217057
  nChanged 165
		SP:Iteration 12Q (88926.850000 sec): 3 clusters
  Score: Raw -1249914.756265 + Penalty 3074.528244 = -1246840.228021
  nChanged 142
		SP:Iteration 13Q (88927.070000 sec): 3 clusters
  Score: Raw -1249941.741913 + Penalty 3074.528244 = -1246867.213668
  nChanged 107
		SP:Iteration 14Q (88927.280000 sec): 3 clusters
  Score: Raw -1249957.015537 + Penalty 3074.528244 = -1246882.487293
  nChanged 85
		SP:Iteration 15Q (88927.510000 sec): 3 clusters
  Score: Raw -1249967.930824 + Penalty 3074.528244 = -1246893.402580
  nChanged 70
		SP:Iteration 16Q (88927.690000 sec): 3 clusters
  Score: Raw -1249977.039605 + Penalty 3074.528244 = -1246902.511361
  nChanged 54
		SP:Iteration 17Q (88927.890000 sec): 3 clusters
  Score: Raw -1249984.119477 + Penalty 3074.528244 = -1246909.591233
  nChanged 55
		SP:Iteration 18Q (88928.090000 sec): 3 clusters
  Score: Raw -1249992.571846 + Penalty 3074.528244 = -1246918.043601
  nChanged 72
		SP:Iteration 19Q (88928.280000 sec): 3 clusters
  Score: Raw -1250006.431160 + Penalty 3074.528244 = -1246931.902916
  nChanged 81
		SP:Iteration 20F (88928.490000 sec): 3 clusters
  Score: Raw -1250018.551160 + Penalty 3074.528244 = -1246944.022916
  nChanged 71
		SP:Iteration 21Q (88928.670000 sec): 3 clusters
  Score: Raw -1250027.736451 + Penalty 3074.528244 = -1246953.208207
  nChanged 69
		SP:Iteration 22Q (88928.870000 sec): 3 clusters
  Score: Raw -1250038.649362 + Penalty 3074.528244 = -1246964.121118
  nChanged 73
		SP:Iteration 23Q (88929.060000 sec): 3 clusters
  Score: Raw -1250049.235160 + Penalty 3074.528244 = -1246974.706916
  nChanged 66
		SP:Iteration 24Q (88929.260000 sec): 3 clusters
  Score: Raw -1250058.081140 + Penalty 3074.528244 = -1246983.552896
  nChanged 55
		SP:Iteration 25Q (88929.470000 sec): 3 clusters
  Score: Raw -1250065.465834 + Penalty 3074.528244 = -1246990.937590
  nChanged 65
		SP:Iteration 26Q (88929.690000 sec): 3 clusters
  Score: Raw -1250073.560252 + Penalty 3074.528244 = -1246999.032008
  nChanged 73
		SP:Iteration 27Q (88929.910000 sec): 3 clusters
  Score: Raw -1250082.975786 + Penalty 3074.528244 = -1247008.447542
  nChanged 64
		SP:Iteration 28Q (88930.110000 sec): 3 clusters
  Score: Raw -1250092.533013 + Penalty 3074.528244 = -1247018.004769
  nChanged 71
		SP:Iteration 29Q (88930.330000 sec): 3 clusters
  Score: Raw -1250104.462878 + Penalty 3074.528244 = -1247029.934634
  nChanged 83
		SP:Iteration 30Q (88930.550000 sec): 3 clusters
  Score: Raw -1250115.128197 + Penalty 3074.528244 = -1247040.599953
  nChanged 55
		SP:Iteration 31Q (88930.770000 sec): 3 clusters
  Score: Raw -1250123.075145 + Penalty 3074.528244 = -1247048.546900
  nChanged 74
		SP:Iteration 32Q (88930.970000 sec): 3 clusters
  Score: Raw -1250134.285319 + Penalty 3074.528244 = -1247059.757075
  nChanged 82
		SP:Iteration 33Q (88931.170000 sec): 3 clusters
  Score: Raw -1250146.825624 + Penalty 3074.528244 = -1247072.297379
  nChanged 83
		SP:Iteration 34Q (88931.370000 sec): 3 clusters
  Score: Raw -1250159.423190 + Penalty 3074.528244 = -1247084.894946
  nChanged 89
		SP:Iteration 35Q (88931.560000 sec): 3 clusters
  Score: Raw -1250173.210088 + Penalty 3074.528244 = -1247098.681844
  nChanged 101
		SP:Iteration 36Q (88931.780000 sec): 3 clusters
  Score: Raw -1250189.965386 + Penalty 3074.528244 = -1247115.437142
  nChanged 101
		SP:Iteration 37Q (88931.960000 sec): 3 clusters
  Score: Raw -1250210.298663 + Penalty 3074.528244 = -1247135.770419
  nChanged 122
		SP:Iteration 38Q (88932.180000 sec): 3 clusters
  Score: Raw -1250237.281208 + Penalty 3074.528244 = -1247162.752964
  nChanged 129
		SP:Iteration 39Q (88932.400000 sec): 3 clusters
  Score: Raw -1250264.996758 + Penalty 3074.528244 = -1247190.468513
  nChanged 146
		SP:Iteration 40F (88932.610000 sec): 3 clusters
  Score: Raw -1250296.680790 + Penalty 3074.528244 = -1247222.152546
  nChanged 160
		SP:Iteration 41Q (88932.830000 sec): 3 clusters
  Score: Raw -1250335.255850 + Penalty 3074.528244 = -1247260.727606
  nChanged 167
		SP:Iteration 42Q (88933.050000 sec): 3 clusters
  Score: Raw -1250375.115358 + Penalty 3074.528244 = -1247300.587114
  nChanged 174
		SP:Iteration 43Q (88933.260000 sec): 3 clusters
  Score: Raw -1250425.559265 + Penalty 3074.528244 = -1247351.031021
  nChanged 200
		SP:Iteration 44Q (88933.480000 sec): 3 clusters
  Score: Raw -1250488.104064 + Penalty 3074.528244 = -1247413.575819
  nChanged 226
		SP:Iteration 45Q (88933.700000 sec): 3 clusters
  Score: Raw -1250560.393152 + Penalty 3074.528244 = -1247485.864908
  nChanged 213
		SP:Iteration 46Q (88933.910000 sec): 3 clusters
  Score: Raw -1250623.518751 + Penalty 3074.528244 = -1247548.990507
  nChanged 198
		SP:Iteration 47Q (88934.120000 sec): 3 clusters
  Score: Raw -1250689.198248 + Penalty 3074.528244 = -1247614.670004
  nChanged 214
		SP:Iteration 48Q (88934.340000 sec): 3 clusters
  Score: Raw -1250770.486117 + Penalty 3074.528244 = -1247695.957873
  nChanged 200
		SP:Iteration 49Q (88934.560000 sec): 3 clusters
  Score: Raw -1250840.790309 + Penalty 3074.528244 = -1247766.262064
  nChanged 197
		SP:Iteration 50Q (88934.740000 sec): 3 clusters
  Score: Raw -1250917.275475 + Penalty 3074.528244 = -1247842.747231
  nChanged 196
		SP:Iteration 51Q (88934.940000 sec): 3 clusters
  Score: Raw -1250995.996581 + Penalty 3074.528244 = -1247921.468337
  nChanged 185
		SP:Iteration 52Q (88935.120000 sec): 3 clusters
  Score: Raw -1251066.512006 + Penalty 3074.528244 = -1247991.983762
  nChanged 158
		SP:Iteration 53Q (88935.340000 sec): 3 clusters
  Score: Raw -1251130.810496 + Penalty 3074.528244 = -1248056.282252
  nChanged 128
		SP:Iteration 54Q (88935.520000 sec): 3 clusters
  Score: Raw -1251188.509054 + Penalty 3074.528244 = -1248113.980810
  nChanged 109
		SP:Iteration 55Q (88935.710000 sec): 3 clusters
  Score: Raw -1251239.765187 + Penalty 3074.528244 = -1248165.236943
  nChanged 97
		SP:Iteration 56Q (88935.900000 sec): 3 clusters
  Score: Raw -1251280.784435 + Penalty 3074.528244 = -1248206.256190
  nChanged 88
		SP:Iteration 57Q (88936.100000 sec): 3 clusters
  Score: Raw -1251322.055601 + Penalty 3074.528244 = -1248247.527357
  nChanged 85
		SP:Iteration 58Q (88936.290000 sec): 3 clusters
  Score: Raw -1251352.222637 + Penalty 3074.528244 = -1248277.694393
  nChanged 68
		SP:Iteration 59Q (88936.460000 sec): 3 clusters
  Score: Raw -1251377.729681 + Penalty 3074.528244 = -1248303.201436
  nChanged 49
		SP:Iteration 60F (88936.650000 sec): 3 clusters
  Score: Raw -1251398.303373 + Penalty 3074.528244 = -1248323.775129
  nChanged 37
		SP:Iteration 61Q (88936.840000 sec): 3 clusters
  Score: Raw -1251411.302243 + Penalty 3074.528244 = -1248336.773999
  nChanged 26
		SP:Iteration 62Q (88937.020000 sec): 3 clusters
  Score: Raw -1251419.413196 + Penalty 3074.528244 = -1248344.884952
  nChanged 20
		SP:Iteration 63Q (88937.200000 sec): 3 clusters
  Score: Raw -1251424.490755 + Penalty 3074.528244 = -1248349.962511
  nChanged 20
		SP:Iteration 64Q (88937.400000 sec): 3 clusters
  Score: Raw -1251428.542312 + Penalty 3074.528244 = -1248354.014068
  nChanged 18
		SP:Iteration 65Q (88937.580000 sec): 3 clusters
  Score: Raw -1251432.973388 + Penalty 3074.528244 = -1248358.445144
  nChanged 15
		SP:Iteration 66Q (88937.760000 sec): 3 clusters
  Score: Raw -1251437.127231 + Penalty 3074.528244 = -1248362.598987
  nChanged 12
		SP:Iteration 67Q (88937.960000 sec): 3 clusters
  Score: Raw -1251439.059542 + Penalty 3074.528244 = -1248364.531298
  nChanged 5
		SP:Iteration 68Q (88938.140000 sec): 3 clusters
  Score: Raw -1251440.005019 + Penalty 3074.528244 = -1248365.476775
  nChanged 6
		SP:Iteration 69Q (88938.320000 sec): 3 clusters
  Score: Raw -1251441.579297 + Penalty 3074.528244 = -1248367.051052
  nChanged 8
		SP:Iteration 70Q (88938.520000 sec): 3 clusters
  Score: Raw -1251442.890134 + Penalty 3074.528244 = -1248368.361890
  nChanged 9
		SP:Iteration 71Q (88938.700000 sec): 3 clusters
  Score: Raw -1251444.676591 + Penalty 3074.528244 = -1248370.148347
  nChanged 12
		SP:Iteration 72Q (88938.880000 sec): 3 clusters
  Score: Raw -1251447.441059 + Penalty 3074.528244 = -1248372.912814
  nChanged 13
		SP:Iteration 73Q (88939.080000 sec): 3 clusters
  Score: Raw -1251450.650027 + Penalty 3074.528244 = -1248376.121783
  nChanged 9
		SP:Iteration 74Q (88939.270000 sec): 3 clusters
  Score: Raw -1251453.915295 + Penalty 3074.528244 = -1248379.387051
  nChanged 13
		SP:Iteration 75Q (88939.440000 sec): 3 clusters
  Score: Raw -1251457.041390 + Penalty 3074.528244 = -1248382.513146
  nChanged 8
		SP:Iteration 76Q (88939.620000 sec): 3 clusters
  Score: Raw -1251459.098209 + Penalty 3074.528244 = -1248384.569965
  nChanged 6
		SP:Iteration 77Q (88939.810000 sec): 3 clusters
  Score: Raw -1251460.624102 + Penalty 3074.528244 = -1248386.095858
  nChanged 5
		SP:Iteration 78Q (88939.990000 sec): 3 clusters
  Score: Raw -1251463.007273 + Penalty 3074.528244 = -1248388.479029
  nChanged 8
		SP:Iteration 79Q (88940.160000 sec): 3 clusters
  Score: Raw -1251465.761186 + Penalty 3074.528244 = -1248391.232942
  nChanged 6
		SP:Iteration 80F (88940.360000 sec): 3 clusters
  Score: Raw -1251466.874752 + Penalty 3074.528244 = -1248392.346508
  nChanged 6
		SP:Iteration 81Q (88940.540000 sec): 3 clusters
  Score: Raw -1251467.830945 + Penalty 3074.528244 = -1248393.302701
  nChanged 5
		SP:Iteration 82Q (88940.720000 sec): 3 clusters
  Score: Raw -1251470.049769 + Penalty 3074.528244 = -1248395.521525
  nChanged 5
		SP:Iteration 83Q (88940.920000 sec): 3 clusters
  Score: Raw -1251470.719697 + Penalty 3074.528244 = -1248396.191453
  nChanged 3
		SP:Iteration 84Q (88941.100000 sec): 3 clusters
  Score: Raw -1251472.226823 + Penalty 3074.528244 = -1248397.698579
  nChanged 5
		SP:Iteration 85Q (88941.280000 sec): 3 clusters
  Score: Raw -1251474.715161 + Penalty 3074.528244 = -1248400.186917
  nChanged 7
		SP:Iteration 86Q (88941.490000 sec): 3 clusters
  Score: Raw -1251476.498224 + Penalty 3074.528244 = -1248401.969979
  nChanged 4
		SP:Iteration 87Q (88941.670000 sec): 3 clusters
  Score: Raw -1251477.289816 + Penalty 3074.528244 = -1248402.761572
  nChanged 2
		SP:Iteration 88Q (88941.850000 sec): 3 clusters
  Score: Raw -1251477.528852 + Penalty 3074.528244 = -1248403.000608
  nChanged 1
		SP:Iteration 89Q (88942.050000 sec): 3 clusters
  Score: Raw -1251477.615697 + Penalty 3074.528244 = -1248403.087453
  nChanged 0
		SP:Iteration 90F (88942.230000 sec): 3 clusters
  Score: Raw -1251477.615697 + Penalty 3074.528244 = -1248403.087453
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88942.440000 sec): 2 clusters
  Score: Raw -2157770.856434 + Penalty 1616.655967 = -2156154.200467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88942.750000 sec): 3 clusters
  Score: Raw -2145103.582011 + Penalty 3233.311934 = -2141870.270077
  nChanged 9515
		SP:Iteration 1F (88943.000000 sec): 3 clusters
  Score: Raw -2150347.959131 + Penalty 3233.311934 = -2147114.647197
  nChanged 1090
		SP:Iteration 2F (88943.280000 sec): 3 clusters
  Score: Raw -2150783.574245 + Penalty 3233.311934 = -2147550.262311
  nChanged 1054
		SP:Iteration 3F (88943.560000 sec): 3 clusters
  Score: Raw -2151181.076092 + Penalty 3233.311934 = -2147947.764158
  nChanged 916
		SP:Iteration 4Q (88943.860000 sec): 3 clusters
  Score: Raw -2151513.829594 + Penalty 3233.311934 = -2148280.517660
  nChanged 834
		SP:Iteration 5Q (88944.160000 sec): 3 clusters
  Score: Raw -2151833.048489 + Penalty 3233.311934 = -2148599.736555
  nChanged 818
		SP:Iteration 6Q (88944.420000 sec): 3 clusters
  Score: Raw -2152184.399401 + Penalty 3233.311934 = -2148951.087467
  nChanged 921
		SP:Iteration 7Q (88944.720000 sec): 3 clusters
  Score: Raw -2152603.726179 + Penalty 3233.311934 = -2149370.414245
  nChanged 872
		SP:Iteration 8Q (88945.010000 sec): 3 clusters
  Score: Raw -2153024.207535 + Penalty 3233.311934 = -2149790.895601
  nChanged 930
		SP:Iteration 9Q (88945.270000 sec): 3 clusters
  Score: Raw -2153504.624693 + Penalty 3233.311934 = -2150271.312759
  nChanged 878
		SP:Iteration 10Q (88945.560000 sec): 3 clusters
  Score: Raw -2153949.294749 + Penalty 3233.311934 = -2150715.982815
  nChanged 828
		SP:Iteration 11Q (88945.860000 sec): 3 clusters
  Score: Raw -2154368.018377 + Penalty 3233.311934 = -2151134.706443
  nChanged 765
		SP:Iteration 12Q (88946.150000 sec): 3 clusters
  Score: Raw -2154709.990799 + Penalty 3233.311934 = -2151476.678865
  nChanged 629
		SP:Iteration 13Q (88946.400000 sec): 3 clusters
  Score: Raw -2154930.602071 + Penalty 3233.311934 = -2151697.290137
  nChanged 460
		SP:Iteration 14Q (88946.670000 sec): 3 clusters
  Score: Raw -2155064.431532 + Penalty 3233.311934 = -2151831.119598
  nChanged 347
		SP:Iteration 15Q (88946.960000 sec): 3 clusters
  Score: Raw -2155153.015110 + Penalty 3233.311934 = -2151919.703176
  nChanged 288
		SP:Iteration 16Q (88947.250000 sec): 3 clusters
  Score: Raw -2155213.902222 + Penalty 3233.311934 = -2151980.590288
  nChanged 214
		SP:Iteration 17Q (88947.540000 sec): 3 clusters
  Score: Raw -2155267.145855 + Penalty 3233.311934 = -2152033.833921
  nChanged 232
		SP:Iteration 18Q (88947.820000 sec): 3 clusters
  Score: Raw -2155317.741703 + Penalty 3233.311934 = -2152084.429769
  nChanged 195
		SP:Iteration 19Q (88948.110000 sec): 3 clusters
  Score: Raw -2155360.900465 + Penalty 3233.311934 = -2152127.588531
  nChanged 189
		SP:Iteration 20F (88948.390000 sec): 3 clusters
  Score: Raw -2155402.761804 + Penalty 3233.311934 = -2152169.449870
  nChanged 201
		SP:Iteration 21Q (88948.670000 sec): 3 clusters
  Score: Raw -2155447.900290 + Penalty 3233.311934 = -2152214.588356
  nChanged 205
		SP:Iteration 22Q (88948.960000 sec): 3 clusters
  Score: Raw -2155497.142824 + Penalty 3233.311934 = -2152263.830890
  nChanged 228
		SP:Iteration 23Q (88949.240000 sec): 3 clusters
  Score: Raw -2155555.276833 + Penalty 3233.311934 = -2152321.964899
  nChanged 233
		SP:Iteration 24Q (88949.520000 sec): 3 clusters
  Score: Raw -2155617.591498 + Penalty 3233.311934 = -2152384.279564
  nChanged 209
		SP:Iteration 25Q (88949.800000 sec): 3 clusters
  Score: Raw -2155667.043030 + Penalty 3233.311934 = -2152433.731097
  nChanged 227
		SP:Iteration 26Q (88950.080000 sec): 3 clusters
  Score: Raw -2155725.142121 + Penalty 3233.311934 = -2152491.830187
  nChanged 230
		SP:Iteration 27Q (88950.360000 sec): 3 clusters
  Score: Raw -2155787.055059 + Penalty 3233.311934 = -2152553.743125
  nChanged 244
		SP:Iteration 28Q (88950.670000 sec): 3 clusters
  Score: Raw -2155847.374246 + Penalty 3233.311934 = -2152614.062312
  nChanged 225
		SP:Iteration 29Q (88951.020000 sec): 3 clusters
  Score: Raw -2155908.047712 + Penalty 3233.311934 = -2152674.735778
  nChanged 257
		SP:Iteration 30Q (88951.380000 sec): 3 clusters
  Score: Raw -2155991.541561 + Penalty 3233.311934 = -2152758.229627
  nChanged 296
		SP:Iteration 31Q (88951.700000 sec): 3 clusters
  Score: Raw -2156084.672983 + Penalty 3233.311934 = -2152851.361049
  nChanged 281
		SP:Iteration 32Q (88952.020000 sec): 3 clusters
  Score: Raw -2156176.571601 + Penalty 3233.311934 = -2152943.259667
  nChanged 274
		SP:Iteration 33Q (88952.350000 sec): 3 clusters
  Score: Raw -2156274.882427 + Penalty 3233.311934 = -2153041.570493
  nChanged 292
		SP:Iteration 34Q (88952.640000 sec): 3 clusters
  Score: Raw -2156386.772468 + Penalty 3233.311934 = -2153153.460534
  nChanged 328
		SP:Iteration 35Q (88952.960000 sec): 3 clusters
  Score: Raw -2156535.237804 + Penalty 3233.311934 = -2153301.925870
  nChanged 365
		SP:Iteration 36Q (88953.250000 sec): 3 clusters
  Score: Raw -2156723.099302 + Penalty 3233.311934 = -2153489.787368
  nChanged 381
		SP:Iteration 37Q (88953.570000 sec): 3 clusters
  Score: Raw -2156935.574280 + Penalty 3233.311934 = -2153702.262347
  nChanged 358
		SP:Iteration 38Q (88953.860000 sec): 3 clusters
  Score: Raw -2157133.927841 + Penalty 3233.311934 = -2153900.615907
  nChanged 315
		SP:Iteration 39Q (88954.190000 sec): 3 clusters
  Score: Raw -2157305.503647 + Penalty 3233.311934 = -2154072.191713
  nChanged 288
		SP:Iteration 40F (88954.470000 sec): 3 clusters
  Score: Raw -2157464.210131 + Penalty 3233.311934 = -2154230.898197
  nChanged 270
		SP:Iteration 41Q (88954.800000 sec): 3 clusters
  Score: Raw -2157615.988639 + Penalty 3233.311934 = -2154382.676705
  nChanged 220
		SP:Iteration 42Q (88955.120000 sec): 3 clusters
  Score: Raw -2157747.816229 + Penalty 3233.311934 = -2154514.504295
  nChanged 188
		SP:Iteration 43Q (88955.450000 sec): 3 clusters
  Score: Raw -2157864.737686 + Penalty 3233.311934 = -2154631.425753
  nChanged 159
		SP:Iteration 44Q (88955.790000 sec): 3 clusters
  Score: Raw -2157949.842406 + Penalty 3233.311934 = -2154716.530472
  nChanged 114
		SP:Iteration 45Q (88956.020000 sec): 3 clusters
  Score: Raw -2158006.746802 + Penalty 3233.311934 = -2154773.434868
  nChanged 105
		SP:Iteration 46Q (88956.280000 sec): 3 clusters
  Score: Raw -2158070.078830 + Penalty 3233.311934 = -2154836.766896
  nChanged 90
		SP:Iteration 47Q (88956.540000 sec): 3 clusters
  Score: Raw -2158116.055393 + Penalty 3233.311934 = -2154882.743459
  nChanged 62
		SP:Iteration 48Q (88956.790000 sec): 3 clusters
  Score: Raw -2158144.771185 + Penalty 3233.311934 = -2154911.459251
  nChanged 50
		SP:Iteration 49Q (88957.020000 sec): 3 clusters
  Score: Raw -2158164.856832 + Penalty 3233.311934 = -2154931.544898
  nChanged 31
		SP:Iteration 50Q (88957.250000 sec): 3 clusters
  Score: Raw -2158178.042467 + Penalty 3233.311934 = -2154944.730533
  nChanged 24
		SP:Iteration 51Q (88957.520000 sec): 3 clusters
  Score: Raw -2158186.929218 + Penalty 3233.311934 = -2154953.617284
  nChanged 14
		SP:Iteration 52Q (88957.740000 sec): 3 clusters
  Score: Raw -2158192.582345 + Penalty 3233.311934 = -2154959.270411
  nChanged 9
		SP:Iteration 53Q (88958.000000 sec): 3 clusters
  Score: Raw -2158195.601794 + Penalty 3233.311934 = -2154962.289860
  nChanged 15
		SP:Iteration 54Q (88958.260000 sec): 3 clusters
  Score: Raw -2158201.647374 + Penalty 3233.311934 = -2154968.335440
  nChanged 10
		SP:Iteration 55Q (88958.520000 sec): 3 clusters
  Score: Raw -2158205.410684 + Penalty 3233.311934 = -2154972.098750
  nChanged 9
		SP:Iteration 56Q (88958.750000 sec): 3 clusters
  Score: Raw -2158208.838360 + Penalty 3233.311934 = -2154975.526426
  nChanged 12
		SP:Iteration 57Q (88959.010000 sec): 3 clusters
  Score: Raw -2158212.562949 + Penalty 3233.311934 = -2154979.251015
  nChanged 6
		SP:Iteration 58Q (88959.230000 sec): 3 clusters
  Score: Raw -2158214.074759 + Penalty 3233.311934 = -2154980.762825
  nChanged 3
		SP:Iteration 59Q (88959.460000 sec): 3 clusters
  Score: Raw -2158214.738213 + Penalty 3233.311934 = -2154981.426279
  nChanged 1
		SP:Iteration 60F (88959.730000 sec): 3 clusters
  Score: Raw -2158215.764297 + Penalty 3233.311934 = -2154982.452363
  nChanged 3
		SP:Iteration 61Q (88959.990000 sec): 3 clusters
  Score: Raw -2158216.529346 + Penalty 3233.311934 = -2154983.217413
  nChanged 0
		SP:Iteration 62F (88960.270000 sec): 3 clusters
  Score: Raw -2158216.529346 + Penalty 3233.311934 = -2154983.217413
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88960.370000 sec): 2 clusters
  Score: Raw -889136.692847 + Penalty 1468.927208 = -887667.765639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88960.520000 sec): 3 clusters
  Score: Raw -884459.538099 + Penalty 2937.854417 = -881521.683682
  nChanged 3608
		SP:Iteration 1F (88960.650000 sec): 3 clusters
  Score: Raw -886515.797239 + Penalty 2937.854417 = -883577.942822
  nChanged 604
		SP:Iteration 2F (88960.770000 sec): 3 clusters
  Score: Raw -886888.608485 + Penalty 2937.854417 = -883950.754068
  nChanged 550
		SP:Iteration 3F (88960.900000 sec): 3 clusters
  Score: Raw -887273.058060 + Penalty 2937.854417 = -884335.203644
  nChanged 535
		SP:Iteration 4F (88961.020000 sec): 3 clusters
  Score: Raw -887672.324934 + Penalty 2937.854417 = -884734.470517
  nChanged 552
		SP:Iteration 5F (88961.160000 sec): 3 clusters
  Score: Raw -888050.453040 + Penalty 2937.854417 = -885112.598623
  nChanged 471
		SP:Iteration 6F (88961.290000 sec): 3 clusters
  Score: Raw -888336.070856 + Penalty 2937.854417 = -885398.216440
  nChanged 334
		SP:Iteration 7Q (88961.440000 sec): 3 clusters
  Score: Raw -888546.403025 + Penalty 2937.854417 = -885608.548609
  nChanged 285
		SP:Iteration 8Q (88961.580000 sec): 3 clusters
  Score: Raw -888738.851624 + Penalty 2937.854417 = -885800.997207
  nChanged 248
		SP:Iteration 9Q (88961.730000 sec): 3 clusters
  Score: Raw -888908.562413 + Penalty 2937.854417 = -885970.707997
  nChanged 210
		SP:Iteration 10Q (88961.870000 sec): 3 clusters
  Score: Raw -889066.815253 + Penalty 2937.854417 = -886128.960836
  nChanged 189
		SP:Iteration 11Q (88962.000000 sec): 3 clusters
  Score: Raw -889198.367296 + Penalty 2937.854417 = -886260.512879
  nChanged 163
		SP:Iteration 12Q (88962.120000 sec): 3 clusters
  Score: Raw -889292.338182 + Penalty 2937.854417 = -886354.483765
  nChanged 141
		SP:Iteration 13Q (88962.250000 sec): 3 clusters
  Score: Raw -889361.710345 + Penalty 2937.854417 = -886423.855929
  nChanged 102
		SP:Iteration 14Q (88962.390000 sec): 3 clusters
  Score: Raw -889411.630843 + Penalty 2937.854417 = -886473.776427
  nChanged 93
		SP:Iteration 15Q (88962.530000 sec): 3 clusters
  Score: Raw -889456.243323 + Penalty 2937.854417 = -886518.388906
  nChanged 93
		SP:Iteration 16Q (88962.670000 sec): 3 clusters
  Score: Raw -889498.858123 + Penalty 2937.854417 = -886561.003707
  nChanged 78
		SP:Iteration 17Q (88962.800000 sec): 3 clusters
  Score: Raw -889533.926149 + Penalty 2937.854417 = -886596.071732
  nChanged 63
		SP:Iteration 18Q (88962.940000 sec): 3 clusters
  Score: Raw -889559.995351 + Penalty 2937.854417 = -886622.140935
  nChanged 45
		SP:Iteration 19Q (88963.070000 sec): 3 clusters
  Score: Raw -889581.701608 + Penalty 2937.854417 = -886643.847191
  nChanged 44
		SP:Iteration 20F (88963.190000 sec): 3 clusters
  Score: Raw -889606.243431 + Penalty 2937.854417 = -886668.389014
  nChanged 42
		SP:Iteration 21Q (88963.320000 sec): 3 clusters
  Score: Raw -889635.801143 + Penalty 2937.854417 = -886697.946726
  nChanged 43
		SP:Iteration 22Q (88963.450000 sec): 3 clusters
  Score: Raw -889674.986224 + Penalty 2937.854417 = -886737.131807
  nChanged 45
		SP:Iteration 23Q (88963.590000 sec): 3 clusters
  Score: Raw -889733.222784 + Penalty 2937.854417 = -886795.368367
  nChanged 52
		SP:Iteration 24Q (88963.710000 sec): 3 clusters
  Score: Raw -889817.532599 + Penalty 2937.854417 = -886879.678182
  nChanged 52
		SP:Iteration 25Q (88963.850000 sec): 3 clusters
  Score: Raw -889912.081300 + Penalty 2937.854417 = -886974.226883
  nChanged 49
		SP:Iteration 26Q (88963.980000 sec): 3 clusters
  Score: Raw -889968.164920 + Penalty 2937.854417 = -887030.310504
  nChanged 28
		SP:Iteration 27Q (88964.110000 sec): 3 clusters
  Score: Raw -889988.253851 + Penalty 2937.854417 = -887050.399434
  nChanged 24
		SP:Iteration 28Q (88964.250000 sec): 3 clusters
  Score: Raw -889997.450174 + Penalty 2937.854417 = -887059.595757
  nChanged 12
		SP:Iteration 29Q (88964.380000 sec): 3 clusters
  Score: Raw -890003.461211 + Penalty 2937.854417 = -887065.606795
  nChanged 9
		SP:Iteration 30Q (88964.500000 sec): 3 clusters
  Score: Raw -890007.136625 + Penalty 2937.854417 = -887069.282208
  nChanged 4
		SP:Iteration 31Q (88964.620000 sec): 3 clusters
  Score: Raw -890008.413423 + Penalty 2937.854417 = -887070.559007
  nChanged 6
		SP:Iteration 32Q (88964.750000 sec): 3 clusters
  Score: Raw -890011.948673 + Penalty 2937.854417 = -887074.094256
  nChanged 6
		SP:Iteration 33Q (88964.880000 sec): 3 clusters
  Score: Raw -890013.902989 + Penalty 2937.854417 = -887076.048572
  nChanged 6
		SP:Iteration 34Q (88965.010000 sec): 3 clusters
  Score: Raw -890016.608590 + Penalty 2937.854417 = -887078.754174
  nChanged 5
		SP:Iteration 35Q (88965.150000 sec): 3 clusters
  Score: Raw -890018.707539 + Penalty 2937.854417 = -887080.853122
  nChanged 6
		SP:Iteration 36Q (88965.280000 sec): 3 clusters
  Score: Raw -890020.934011 + Penalty 2937.854417 = -887083.079595
  nChanged 6
		SP:Iteration 37Q (88965.410000 sec): 3 clusters
  Score: Raw -890022.422635 + Penalty 2937.854417 = -887084.568219
  nChanged 4
		SP:Iteration 38Q (88965.550000 sec): 3 clusters
  Score: Raw -890023.263852 + Penalty 2937.854417 = -887085.409435
  nChanged 1
		SP:Iteration 39Q (88965.680000 sec): 3 clusters
  Score: Raw -890023.546521 + Penalty 2937.854417 = -887085.692105
  nChanged 0
		SP:Iteration 40F (88965.810000 sec): 3 clusters
  Score: Raw -890023.546521 + Penalty 2937.854417 = -887085.692105
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88965.910000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88966.080000 sec): 3 clusters
  Score: Raw -655087.733533 + Penalty 2842.424364 = -652245.309169
  nChanged 2591
		SP:Iteration 1F (88966.190000 sec): 3 clusters
  Score: Raw -656421.050169 + Penalty 2842.424364 = -653578.625805
  nChanged 405
		SP:Iteration 2F (88966.300000 sec): 3 clusters
  Score: Raw -656610.134808 + Penalty 2842.424364 = -653767.710444
  nChanged 325
		SP:Iteration 3F (88966.410000 sec): 3 clusters
  Score: Raw -656751.410444 + Penalty 2842.424364 = -653908.986080
  nChanged 258
		SP:Iteration 4Q (88966.530000 sec): 3 clusters
  Score: Raw -656869.989580 + Penalty 2842.424364 = -654027.565216
  nChanged 256
		SP:Iteration 5Q (88966.640000 sec): 3 clusters
  Score: Raw -657000.929963 + Penalty 2842.424364 = -654158.505599
  nChanged 240
		SP:Iteration 6Q (88966.750000 sec): 3 clusters
  Score: Raw -657137.170078 + Penalty 2842.424364 = -654294.745714
  nChanged 281
		SP:Iteration 7Q (88966.870000 sec): 3 clusters
  Score: Raw -657291.761209 + Penalty 2842.424364 = -654449.336844
  nChanged 257
		SP:Iteration 8Q (88966.980000 sec): 3 clusters
  Score: Raw -657437.587741 + Penalty 2842.424364 = -654595.163377
  nChanged 213
		SP:Iteration 9Q (88967.100000 sec): 3 clusters
  Score: Raw -657557.815447 + Penalty 2842.424364 = -654715.391083
  nChanged 213
		SP:Iteration 10Q (88967.210000 sec): 3 clusters
  Score: Raw -657701.630902 + Penalty 2842.424364 = -654859.206538
  nChanged 217
		SP:Iteration 11Q (88967.320000 sec): 3 clusters
  Score: Raw -657857.629250 + Penalty 2842.424364 = -655015.204886
  nChanged 223
		SP:Iteration 12Q (88967.440000 sec): 3 clusters
  Score: Raw -658033.701883 + Penalty 2842.424364 = -655191.277519
  nChanged 212
		SP:Iteration 13Q (88967.550000 sec): 3 clusters
  Score: Raw -658215.676119 + Penalty 2842.424364 = -655373.251755
  nChanged 190
		SP:Iteration 14Q (88967.660000 sec): 3 clusters
  Score: Raw -658355.979523 + Penalty 2842.424364 = -655513.555159
  nChanged 162
		SP:Iteration 15Q (88967.770000 sec): 3 clusters
  Score: Raw -658471.368176 + Penalty 2842.424364 = -655628.943811
  nChanged 126
		SP:Iteration 16Q (88967.890000 sec): 3 clusters
  Score: Raw -658550.772614 + Penalty 2842.424364 = -655708.348250
  nChanged 90
		SP:Iteration 17Q (88967.990000 sec): 3 clusters
  Score: Raw -658602.538703 + Penalty 2842.424364 = -655760.114339
  nChanged 83
		SP:Iteration 18Q (88968.110000 sec): 3 clusters
  Score: Raw -658643.028909 + Penalty 2842.424364 = -655800.604545
  nChanged 58
		SP:Iteration 19Q (88968.220000 sec): 3 clusters
  Score: Raw -658673.536734 + Penalty 2842.424364 = -655831.112370
  nChanged 56
		SP:Iteration 20F (88968.330000 sec): 3 clusters
  Score: Raw -658702.128149 + Penalty 2842.424364 = -655859.703785
  nChanged 52
		SP:Iteration 21Q (88968.440000 sec): 3 clusters
  Score: Raw -658729.321723 + Penalty 2842.424364 = -655886.897358
  nChanged 50
		SP:Iteration 22Q (88968.550000 sec): 3 clusters
  Score: Raw -658753.300464 + Penalty 2842.424364 = -655910.876099
  nChanged 48
		SP:Iteration 23Q (88968.660000 sec): 3 clusters
  Score: Raw -658779.034340 + Penalty 2842.424364 = -655936.609976
  nChanged 42
		SP:Iteration 24Q (88968.770000 sec): 3 clusters
  Score: Raw -658801.251648 + Penalty 2842.424364 = -655958.827284
  nChanged 32
		SP:Iteration 25Q (88968.880000 sec): 3 clusters
  Score: Raw -658819.105916 + Penalty 2842.424364 = -655976.681552
  nChanged 39
		SP:Iteration 26Q (88968.990000 sec): 3 clusters
  Score: Raw -658841.767458 + Penalty 2842.424364 = -655999.343093
  nChanged 34
		SP:Iteration 27Q (88969.100000 sec): 3 clusters
  Score: Raw -658861.502030 + Penalty 2842.424364 = -656019.077666
  nChanged 34
		SP:Iteration 28Q (88969.210000 sec): 3 clusters
  Score: Raw -658880.177083 + Penalty 2842.424364 = -656037.752718
  nChanged 32
		SP:Iteration 29Q (88969.310000 sec): 3 clusters
  Score: Raw -658894.906102 + Penalty 2842.424364 = -656052.481738
  nChanged 26
		SP:Iteration 30Q (88969.430000 sec): 3 clusters
  Score: Raw -658905.319875 + Penalty 2842.424364 = -656062.895511
  nChanged 18
		SP:Iteration 31Q (88969.530000 sec): 3 clusters
  Score: Raw -658914.551091 + Penalty 2842.424364 = -656072.126726
  nChanged 15
		SP:Iteration 32Q (88969.640000 sec): 3 clusters
  Score: Raw -658920.516361 + Penalty 2842.424364 = -656078.091997
  nChanged 13
		SP:Iteration 33Q (88969.750000 sec): 3 clusters
  Score: Raw -658926.502338 + Penalty 2842.424364 = -656084.077974
  nChanged 9
		SP:Iteration 34Q (88969.860000 sec): 3 clusters
  Score: Raw -658931.094902 + Penalty 2842.424364 = -656088.670538
  nChanged 10
		SP:Iteration 35Q (88969.970000 sec): 3 clusters
  Score: Raw -658933.730182 + Penalty 2842.424364 = -656091.305818
  nChanged 7
		SP:Iteration 36Q (88970.070000 sec): 3 clusters
  Score: Raw -658936.194768 + Penalty 2842.424364 = -656093.770404
  nChanged 9
		SP:Iteration 37Q (88970.180000 sec): 3 clusters
  Score: Raw -658938.197755 + Penalty 2842.424364 = -656095.773391
  nChanged 7
		SP:Iteration 38Q (88970.290000 sec): 3 clusters
  Score: Raw -658940.595512 + Penalty 2842.424364 = -656098.171147
  nChanged 5
		SP:Iteration 39Q (88970.390000 sec): 3 clusters
  Score: Raw -658942.123953 + Penalty 2842.424364 = -656099.699589
  nChanged 5
		SP:Iteration 40F (88970.510000 sec): 3 clusters
  Score: Raw -658943.420028 + Penalty 2842.424364 = -656100.995663
  nChanged 4
		SP:Iteration 41Q (88970.610000 sec): 3 clusters
  Score: Raw -658945.208320 + Penalty 2842.424364 = -656102.783956
  nChanged 3
		SP:Iteration 42Q (88970.720000 sec): 3 clusters
  Score: Raw -658945.892215 + Penalty 2842.424364 = -656103.467851
  nChanged 1
		SP:Iteration 43Q (88970.830000 sec): 3 clusters
  Score: Raw -658946.151972 + Penalty 2842.424364 = -656103.727608
  nChanged 0
		SP:Iteration 44F (88970.940000 sec): 3 clusters
  Score: Raw -658946.151972 + Penalty 2842.424364 = -656103.727608
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (8063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88971.060000 sec): 2 clusters
  Score: Raw -739135.215403 + Penalty 1461.694158 = -737673.521244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88971.210000 sec): 3 clusters
  Score: Raw -734731.105592 + Penalty 2923.388317 = -731807.717275
  nChanged 3390
		SP:Iteration 1F (88971.340000 sec): 3 clusters
  Score: Raw -736563.375206 + Penalty 2923.388317 = -733639.986889
  nChanged 535
		SP:Iteration 2F (88971.470000 sec): 3 clusters
  Score: Raw -736880.404620 + Penalty 2923.388317 = -733957.016303
  nChanged 477
		SP:Iteration 3F (88971.610000 sec): 3 clusters
  Score: Raw -737210.151478 + Penalty 2923.388317 = -734286.763161
  nChanged 479
		SP:Iteration 4F (88971.730000 sec): 3 clusters
  Score: Raw -737561.826837 + Penalty 2923.388317 = -734638.438521
  nChanged 461
		SP:Iteration 5F (88971.850000 sec): 3 clusters
  Score: Raw -737877.781471 + Penalty 2923.388317 = -734954.393155
  nChanged 444
		SP:Iteration 6F (88971.980000 sec): 3 clusters
  Score: Raw -738146.147344 + Penalty 2923.388317 = -735222.759027
  nChanged 401
		SP:Iteration 7Q (88972.120000 sec): 3 clusters
  Score: Raw -738386.448242 + Penalty 2923.388317 = -735463.059925
  nChanged 368
		SP:Iteration 8Q (88972.260000 sec): 3 clusters
  Score: Raw -738636.186252 + Penalty 2923.388317 = -735712.797936
  nChanged 360
		SP:Iteration 9Q (88972.400000 sec): 3 clusters
  Score: Raw -738902.883863 + Penalty 2923.388317 = -735979.495547
  nChanged 353
		SP:Iteration 10Q (88972.530000 sec): 3 clusters
  Score: Raw -739158.171591 + Penalty 2923.388317 = -736234.783275
  nChanged 293
		SP:Iteration 11Q (88972.670000 sec): 3 clusters
  Score: Raw -739355.333138 + Penalty 2923.388317 = -736431.944821
  nChanged 246
		SP:Iteration 12Q (88972.810000 sec): 3 clusters
  Score: Raw -739487.096979 + Penalty 2923.388317 = -736563.708662
  nChanged 153
		SP:Iteration 13Q (88972.940000 sec): 3 clusters
  Score: Raw -739560.597584 + Penalty 2923.388317 = -736637.209267
  nChanged 125
		SP:Iteration 14Q (88973.070000 sec): 3 clusters
  Score: Raw -739623.550724 + Penalty 2923.388317 = -736700.162408
  nChanged 119
		SP:Iteration 15Q (88973.200000 sec): 3 clusters
  Score: Raw -739690.133301 + Penalty 2923.388317 = -736766.744985
  nChanged 116
		SP:Iteration 16Q (88973.330000 sec): 3 clusters
  Score: Raw -739740.475336 + Penalty 2923.388317 = -736817.087019
  nChanged 100
		SP:Iteration 17Q (88973.450000 sec): 3 clusters
  Score: Raw -739787.441279 + Penalty 2923.388317 = -736864.052962
  nChanged 89
		SP:Iteration 18Q (88973.570000 sec): 3 clusters
  Score: Raw -739828.967309 + Penalty 2923.388317 = -736905.578992
  nChanged 85
		SP:Iteration 19Q (88973.690000 sec): 3 clusters
  Score: Raw -739859.230224 + Penalty 2923.388317 = -736935.841907
  nChanged 76
		SP:Iteration 20F (88973.830000 sec): 3 clusters
  Score: Raw -739883.277907 + Penalty 2923.388317 = -736959.889590
  nChanged 59
		SP:Iteration 21Q (88973.960000 sec): 3 clusters
  Score: Raw -739899.705041 + Penalty 2923.388317 = -736976.316724
  nChanged 46
		SP:Iteration 22Q (88974.090000 sec): 3 clusters
  Score: Raw -739911.371044 + Penalty 2923.388317 = -736987.982727
  nChanged 31
		SP:Iteration 23Q (88974.220000 sec): 3 clusters
  Score: Raw -739917.274419 + Penalty 2923.388317 = -736993.886102
  nChanged 22
		SP:Iteration 24Q (88974.350000 sec): 3 clusters
  Score: Raw -739921.929313 + Penalty 2923.388317 = -736998.540996
  nChanged 13
		SP:Iteration 25Q (88974.480000 sec): 3 clusters
  Score: Raw -739924.398234 + Penalty 2923.388317 = -737001.009917
  nChanged 12
		SP:Iteration 26Q (88974.610000 sec): 3 clusters
  Score: Raw -739926.935891 + Penalty 2923.388317 = -737003.547575
  nChanged 12
		SP:Iteration 27Q (88974.750000 sec): 3 clusters
  Score: Raw -739929.090823 + Penalty 2923.388317 = -737005.702507
  nChanged 11
		SP:Iteration 28Q (88974.880000 sec): 3 clusters
  Score: Raw -739930.972156 + Penalty 2923.388317 = -737007.583839
  nChanged 11
		SP:Iteration 29Q (88975.010000 sec): 3 clusters
  Score: Raw -739933.610929 + Penalty 2923.388317 = -737010.222613
  nChanged 12
		SP:Iteration 30Q (88975.140000 sec): 3 clusters
  Score: Raw -739935.706738 + Penalty 2923.388317 = -737012.318421
  nChanged 9
		SP:Iteration 31Q (88975.270000 sec): 3 clusters
  Score: Raw -739937.533568 + Penalty 2923.388317 = -737014.145251
  nChanged 10
		SP:Iteration 32Q (88975.390000 sec): 3 clusters
  Score: Raw -739939.468345 + Penalty 2923.388317 = -737016.080028
  nChanged 8
		SP:Iteration 33Q (88975.520000 sec): 3 clusters
  Score: Raw -739940.806367 + Penalty 2923.388317 = -737017.418051
  nChanged 8
		SP:Iteration 34Q (88975.640000 sec): 3 clusters
  Score: Raw -739942.117574 + Penalty 2923.388317 = -737018.729257
  nChanged 6
		SP:Iteration 35Q (88975.760000 sec): 3 clusters
  Score: Raw -739942.933813 + Penalty 2923.388317 = -737019.545496
  nChanged 6
		SP:Iteration 36Q (88975.880000 sec): 3 clusters
  Score: Raw -739943.699814 + Penalty 2923.388317 = -737020.311497
  nChanged 3
		SP:Iteration 37Q (88976.010000 sec): 3 clusters
  Score: Raw -739944.070147 + Penalty 2923.388317 = -737020.681830
  nChanged 2
		SP:Iteration 38Q (88976.140000 sec): 3 clusters
  Score: Raw -739944.334362 + Penalty 2923.388317 = -737020.946045
  nChanged 3
		SP:Iteration 39Q (88976.270000 sec): 3 clusters
  Score: Raw -739944.824828 + Penalty 2923.388317 = -737021.436511
  nChanged 3
		SP:Iteration 40F (88976.410000 sec): 3 clusters
  Score: Raw -739945.453328 + Penalty 2923.388317 = -737022.065011
  nChanged 2
		SP:Iteration 41Q (88976.540000 sec): 3 clusters
  Score: Raw -739946.180596 + Penalty 2923.388317 = -737022.792279
  nChanged 7
		SP:Iteration 42Q (88976.670000 sec): 3 clusters
  Score: Raw -739947.583631 + Penalty 2923.388317 = -737024.195314
  nChanged 6
		SP:Iteration 43Q (88976.800000 sec): 3 clusters
  Score: Raw -739948.406468 + Penalty 2923.388317 = -737025.018151
  nChanged 4
		SP:Iteration 44Q (88976.930000 sec): 3 clusters
  Score: Raw -739948.882639 + Penalty 2923.388317 = -737025.494322
  nChanged 1
		SP:Iteration 45Q (88977.070000 sec): 3 clusters
  Score: Raw -739949.086235 + Penalty 2923.388317 = -737025.697919
  nChanged 2
		SP:Iteration 46Q (88977.200000 sec): 3 clusters
  Score: Raw -739949.341312 + Penalty 2923.388317 = -737025.952995
  nChanged 1
		SP:Iteration 47Q (88977.320000 sec): 3 clusters
  Score: Raw -739949.559517 + Penalty 2923.388317 = -737026.171200
  nChanged 2
		SP:Iteration 48Q (88977.450000 sec): 3 clusters
  Score: Raw -739949.899148 + Penalty 2923.388317 = -737026.510831
  nChanged 1
		SP:Iteration 49Q (88977.580000 sec): 3 clusters
  Score: Raw -739950.101183 + Penalty 2923.388317 = -737026.712866
  nChanged 1
		SP:Iteration 50Q (88977.710000 sec): 3 clusters
  Score: Raw -739950.287000 + Penalty 2923.388317 = -737026.898683
  nChanged 1
		SP:Iteration 51Q (88977.830000 sec): 3 clusters
  Score: Raw -739950.427198 + Penalty 2923.388317 = -737027.038882
  nChanged 3
		SP:Iteration 52Q (88978.010000 sec): 3 clusters
  Score: Raw -739950.821906 + Penalty 2923.388317 = -737027.433589
  nChanged 5
		SP:Iteration 53Q (88978.140000 sec): 3 clusters
  Score: Raw -739951.420169 + Penalty 2923.388317 = -737028.031852
  nChanged 1
		SP:Iteration 54Q (88978.270000 sec): 3 clusters
  Score: Raw -739951.530585 + Penalty 2923.388317 = -737028.142268
  nChanged 1
		SP:Iteration 55Q (88978.400000 sec): 3 clusters
  Score: Raw -739951.971495 + Penalty 2923.388317 = -737028.583178
  nChanged 2
		SP:Iteration 56Q (88978.530000 sec): 3 clusters
  Score: Raw -739952.141748 + Penalty 2923.388317 = -737028.753432
  nChanged 0
		SP:Iteration 57F (88978.660000 sec): 3 clusters
  Score: Raw -739952.141748 + Penalty 2923.388317 = -737028.753432
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88978.750000 sec): 2 clusters
  Score: Raw -507394.024974 + Penalty 1393.082778 = -506000.942196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88978.850000 sec): 3 clusters
  Score: Raw -504620.061832 + Penalty 2786.165556 = -501833.896276
  nChanged 2169
		SP:Iteration 1F (88978.950000 sec): 3 clusters
  Score: Raw -505999.916925 + Penalty 2786.165556 = -503213.751369
  nChanged 499
		SP:Iteration 2F (88979.050000 sec): 3 clusters
  Score: Raw -506345.165640 + Penalty 2786.165556 = -503559.000084
  nChanged 320
		SP:Iteration 3F (88979.150000 sec): 3 clusters
  Score: Raw -506538.635105 + Penalty 2786.165556 = -503752.469549
  nChanged 261
		SP:Iteration 4Q (88979.260000 sec): 3 clusters
  Score: Raw -506688.468204 + Penalty 2786.165556 = -503902.302648
  nChanged 173
		SP:Iteration 5Q (88979.360000 sec): 3 clusters
  Score: Raw -506765.607173 + Penalty 2786.165556 = -503979.441617
  nChanged 139
		SP:Iteration 6Q (88979.460000 sec): 3 clusters
  Score: Raw -506826.576124 + Penalty 2786.165556 = -504040.410568
  nChanged 128
		SP:Iteration 7Q (88979.560000 sec): 3 clusters
  Score: Raw -506872.562029 + Penalty 2786.165556 = -504086.396474
  nChanged 97
		SP:Iteration 8Q (88979.660000 sec): 3 clusters
  Score: Raw -506910.256876 + Penalty 2786.165556 = -504124.091320
  nChanged 87
		SP:Iteration 9Q (88979.760000 sec): 3 clusters
  Score: Raw -506941.936893 + Penalty 2786.165556 = -504155.771337
  nChanged 81
		SP:Iteration 10Q (88979.860000 sec): 3 clusters
  Score: Raw -506976.404054 + Penalty 2786.165556 = -504190.238498
  nChanged 86
		SP:Iteration 11Q (88979.970000 sec): 3 clusters
  Score: Raw -507016.896485 + Penalty 2786.165556 = -504230.730929
  nChanged 75
		SP:Iteration 12Q (88980.070000 sec): 3 clusters
  Score: Raw -507045.528849 + Penalty 2786.165556 = -504259.363293
  nChanged 70
		SP:Iteration 13Q (88980.170000 sec): 3 clusters
  Score: Raw -507072.478345 + Penalty 2786.165556 = -504286.312789
  nChanged 66
		SP:Iteration 14Q (88980.270000 sec): 3 clusters
  Score: Raw -507101.333694 + Penalty 2786.165556 = -504315.168138
  nChanged 72
		SP:Iteration 15Q (88980.370000 sec): 3 clusters
  Score: Raw -507131.490512 + Penalty 2786.165556 = -504345.324956
  nChanged 78
		SP:Iteration 16Q (88980.470000 sec): 3 clusters
  Score: Raw -507173.789416 + Penalty 2786.165556 = -504387.623860
  nChanged 87
		SP:Iteration 17Q (88980.580000 sec): 3 clusters
  Score: Raw -507222.175252 + Penalty 2786.165556 = -504436.009696
  nChanged 87
		SP:Iteration 18Q (88980.680000 sec): 3 clusters
  Score: Raw -507268.426800 + Penalty 2786.165556 = -504482.261244
  nChanged 80
		SP:Iteration 19Q (88980.780000 sec): 3 clusters
  Score: Raw -507302.455651 + Penalty 2786.165556 = -504516.290095
  nChanged 60
		SP:Iteration 20F (88980.880000 sec): 3 clusters
  Score: Raw -507333.386268 + Penalty 2786.165556 = -504547.220712
  nChanged 70
		SP:Iteration 21Q (88980.980000 sec): 3 clusters
  Score: Raw -507366.205342 + Penalty 2786.165556 = -504580.039786
  nChanged 65
		SP:Iteration 22Q (88981.080000 sec): 3 clusters
  Score: Raw -507393.847242 + Penalty 2786.165556 = -504607.681686
  nChanged 61
		SP:Iteration 23Q (88981.180000 sec): 3 clusters
  Score: Raw -507419.741083 + Penalty 2786.165556 = -504633.575527
  nChanged 52
		SP:Iteration 24Q (88981.280000 sec): 3 clusters
  Score: Raw -507444.614997 + Penalty 2786.165556 = -504658.449441
  nChanged 64
		SP:Iteration 25Q (88981.380000 sec): 3 clusters
  Score: Raw -507475.224947 + Penalty 2786.165556 = -504689.059391
  nChanged 62
		SP:Iteration 26Q (88981.480000 sec): 3 clusters
  Score: Raw -507506.549584 + Penalty 2786.165556 = -504720.384028
  nChanged 59
		SP:Iteration 27Q (88981.580000 sec): 3 clusters
  Score: Raw -507539.635910 + Penalty 2786.165556 = -504753.470354
  nChanged 66
		SP:Iteration 28Q (88981.680000 sec): 3 clusters
  Score: Raw -507574.215698 + Penalty 2786.165556 = -504788.050142
  nChanged 58
		SP:Iteration 29Q (88981.780000 sec): 3 clusters
  Score: Raw -507607.083753 + Penalty 2786.165556 = -504820.918197
  nChanged 51
		SP:Iteration 30Q (88981.880000 sec): 3 clusters
  Score: Raw -507631.823294 + Penalty 2786.165556 = -504845.657738
  nChanged 51
		SP:Iteration 31Q (88981.980000 sec): 3 clusters
  Score: Raw -507662.422955 + Penalty 2786.165556 = -504876.257399
  nChanged 54
		SP:Iteration 32Q (88982.080000 sec): 3 clusters
  Score: Raw -507693.625232 + Penalty 2786.165556 = -504907.459676
  nChanged 42
		SP:Iteration 33Q (88982.170000 sec): 3 clusters
  Score: Raw -507713.797476 + Penalty 2786.165556 = -504927.631920
  nChanged 33
		SP:Iteration 34Q (88982.280000 sec): 3 clusters
  Score: Raw -507727.238480 + Penalty 2786.165556 = -504941.072924
  nChanged 32
		SP:Iteration 35Q (88982.380000 sec): 3 clusters
  Score: Raw -507738.882977 + Penalty 2786.165556 = -504952.717421
  nChanged 30
		SP:Iteration 36Q (88982.470000 sec): 3 clusters
  Score: Raw -507752.323172 + Penalty 2786.165556 = -504966.157616
  nChanged 32
		SP:Iteration 37Q (88982.570000 sec): 3 clusters
  Score: Raw -507762.958553 + Penalty 2786.165556 = -504976.792997
  nChanged 19
		SP:Iteration 38Q (88982.670000 sec): 3 clusters
  Score: Raw -507768.554600 + Penalty 2786.165556 = -504982.389044
  nChanged 10
		SP:Iteration 39Q (88982.770000 sec): 3 clusters
  Score: Raw -507772.336623 + Penalty 2786.165556 = -504986.171068
  nChanged 13
		SP:Iteration 40F (88982.870000 sec): 3 clusters
  Score: Raw -507778.639229 + Penalty 2786.165556 = -504992.473673
  nChanged 12
		SP:Iteration 41Q (88982.970000 sec): 3 clusters
  Score: Raw -507782.954271 + Penalty 2786.165556 = -504996.788715
  nChanged 9
		SP:Iteration 42Q (88983.070000 sec): 3 clusters
  Score: Raw -507786.256482 + Penalty 2786.165556 = -505000.090926
  nChanged 8
		SP:Iteration 43Q (88983.160000 sec): 3 clusters
  Score: Raw -507788.560292 + Penalty 2786.165556 = -505002.394736
  nChanged 6
		SP:Iteration 44Q (88983.260000 sec): 3 clusters
  Score: Raw -507790.863043 + Penalty 2786.165556 = -505004.697487
  nChanged 7
		SP:Iteration 45Q (88983.360000 sec): 3 clusters
  Score: Raw -507792.190822 + Penalty 2786.165556 = -505006.025266
  nChanged 4
		SP:Iteration 46Q (88983.450000 sec): 3 clusters
  Score: Raw -507792.795107 + Penalty 2786.165556 = -505006.629552
  nChanged 2
		SP:Iteration 47Q (88983.550000 sec): 3 clusters
  Score: Raw -507793.234929 + Penalty 2786.165556 = -505007.069373
  nChanged 2
		SP:Iteration 48Q (88983.650000 sec): 3 clusters
  Score: Raw -507793.813598 + Penalty 2786.165556 = -505007.648042
  nChanged 1
		SP:Iteration 49Q (88983.750000 sec): 3 clusters
  Score: Raw -507794.293570 + Penalty 2786.165556 = -505008.128014
  nChanged 2
		SP:Iteration 50Q (88983.850000 sec): 3 clusters
  Score: Raw -507794.533228 + Penalty 2786.165556 = -505008.367672
  nChanged 0
		SP:Iteration 51F (88983.950000 sec): 3 clusters
  Score: Raw -507794.533228 + Penalty 2786.165556 = -505008.367672
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88984.010000 sec): 2 clusters
  Score: Raw -112889.802432 + Penalty 1150.093434 = -111739.708998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88984.030000 sec): 3 clusters
  Score: Raw -112489.125827 + Penalty 2300.186867 = -110188.938959
  nChanged 381
		SP:Iteration 1F (88984.050000 sec): 3 clusters
  Score: Raw -112779.749422 + Penalty 2300.186867 = -110479.562554
  nChanged 92
		SP:Iteration 2F (88984.070000 sec): 3 clusters
  Score: Raw -112859.309051 + Penalty 2300.186867 = -110559.122183
  nChanged 50
		SP:Iteration 3Q (88984.100000 sec): 3 clusters
  Score: Raw -112905.975466 + Penalty 2300.186867 = -110605.788599
  nChanged 43
		SP:Iteration 4Q (88984.120000 sec): 3 clusters
  Score: Raw -112946.529813 + Penalty 2300.186867 = -110646.342945
  nChanged 28
		SP:Iteration 5Q (88984.150000 sec): 3 clusters
  Score: Raw -112974.982584 + Penalty 2300.186867 = -110674.795717
  nChanged 19
		SP:Iteration 6Q (88984.170000 sec): 3 clusters
  Score: Raw -112996.580562 + Penalty 2300.186867 = -110696.393695
  nChanged 18
		SP:Iteration 7Q (88984.190000 sec): 3 clusters
  Score: Raw -113006.938391 + Penalty 2300.186867 = -110706.751523
  nChanged 5
		SP:Iteration 8Q (88984.220000 sec): 3 clusters
  Score: Raw -113009.663549 + Penalty 2300.186867 = -110709.476682
  nChanged 6
		SP:Iteration 9Q (88984.240000 sec): 3 clusters
  Score: Raw -113015.277632 + Penalty 2300.186867 = -110715.090764
  nChanged 8
		SP:Iteration 10Q (88984.270000 sec): 3 clusters
  Score: Raw -113019.608093 + Penalty 2300.186867 = -110719.421226
  nChanged 10
		SP:Iteration 11Q (88984.290000 sec): 3 clusters
  Score: Raw -113028.238522 + Penalty 2300.186867 = -110728.051654
  nChanged 8
		SP:Iteration 12Q (88984.310000 sec): 3 clusters
  Score: Raw -113035.367902 + Penalty 2300.186867 = -110735.181035
  nChanged 6
		SP:Iteration 13Q (88984.330000 sec): 3 clusters
  Score: Raw -113041.982281 + Penalty 2300.186867 = -110741.795414
  nChanged 4
		SP:Iteration 14Q (88984.360000 sec): 3 clusters
  Score: Raw -113044.866335 + Penalty 2300.186867 = -110744.679468
  nChanged 3
		SP:Iteration 15Q (88984.380000 sec): 3 clusters
  Score: Raw -113045.836631 + Penalty 2300.186867 = -110745.649763
  nChanged 2
		SP:Iteration 16Q (88984.410000 sec): 3 clusters
  Score: Raw -113048.633060 + Penalty 2300.186867 = -110748.446192
  nChanged 5
		SP:Iteration 17Q (88984.430000 sec): 3 clusters
  Score: Raw -113053.460409 + Penalty 2300.186867 = -110753.273542
  nChanged 7
		SP:Iteration 18Q (88984.450000 sec): 3 clusters
  Score: Raw -113059.568894 + Penalty 2300.186867 = -110759.382026
  nChanged 0
		SP:Iteration 19F (88984.480000 sec): 3 clusters
  Score: Raw -113059.568894 + Penalty 2300.186867 = -110759.382026
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88984.540000 sec): 2 clusters
  Score: Raw -254313.779469 + Penalty 1261.560038 = -253052.219431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88984.590000 sec): 3 clusters
  Score: Raw -253259.294018 + Penalty 2523.120076 = -250736.173941
  nChanged 875
		SP:Iteration 1F (88984.630000 sec): 3 clusters
  Score: Raw -253829.259183 + Penalty 2523.120076 = -251306.139107
  nChanged 208
		SP:Iteration 2F (88984.680000 sec): 3 clusters
  Score: Raw -253994.808135 + Penalty 2523.120076 = -251471.688058
  nChanged 163
		SP:Iteration 3F (88984.720000 sec): 3 clusters
  Score: Raw -254130.917045 + Penalty 2523.120076 = -251607.796969
  nChanged 115
		SP:Iteration 4Q (88984.770000 sec): 3 clusters
  Score: Raw -254213.620412 + Penalty 2523.120076 = -251690.500336
  nChanged 104
		SP:Iteration 5Q (88984.810000 sec): 3 clusters
  Score: Raw -254291.299883 + Penalty 2523.120076 = -251768.179807
  nChanged 95
		SP:Iteration 6Q (88984.860000 sec): 3 clusters
  Score: Raw -254372.856062 + Penalty 2523.120076 = -251849.735986
  nChanged 75
		SP:Iteration 7Q (88984.910000 sec): 3 clusters
  Score: Raw -254428.517520 + Penalty 2523.120076 = -251905.397444
  nChanged 71
		SP:Iteration 8Q (88984.950000 sec): 3 clusters
  Score: Raw -254472.152810 + Penalty 2523.120076 = -251949.032734
  nChanged 52
		SP:Iteration 9Q (88985.000000 sec): 3 clusters
  Score: Raw -254510.197691 + Penalty 2523.120076 = -251987.077614
  nChanged 46
		SP:Iteration 10Q (88985.050000 sec): 3 clusters
  Score: Raw -254541.533229 + Penalty 2523.120076 = -252018.413153
  nChanged 37
		SP:Iteration 11Q (88985.090000 sec): 3 clusters
  Score: Raw -254562.511559 + Penalty 2523.120076 = -252039.391482
  nChanged 21
		SP:Iteration 12Q (88985.140000 sec): 3 clusters
  Score: Raw -254574.193856 + Penalty 2523.120076 = -252051.073779
  nChanged 13
		SP:Iteration 13Q (88985.180000 sec): 3 clusters
  Score: Raw -254582.077167 + Penalty 2523.120076 = -252058.957091
  nChanged 15
		SP:Iteration 14Q (88985.230000 sec): 3 clusters
  Score: Raw -254589.765140 + Penalty 2523.120076 = -252066.645064
  nChanged 12
		SP:Iteration 15Q (88985.270000 sec): 3 clusters
  Score: Raw -254596.054709 + Penalty 2523.120076 = -252072.934632
  nChanged 8
		SP:Iteration 16Q (88985.320000 sec): 3 clusters
  Score: Raw -254599.658626 + Penalty 2523.120076 = -252076.538550
  nChanged 6
		SP:Iteration 17Q (88985.370000 sec): 3 clusters
  Score: Raw -254602.255820 + Penalty 2523.120076 = -252079.135744
  nChanged 3
		SP:Iteration 18Q (88985.410000 sec): 3 clusters
  Score: Raw -254603.027743 + Penalty 2523.120076 = -252079.907667
  nChanged 4
		SP:Iteration 19Q (88985.460000 sec): 3 clusters
  Score: Raw -254604.485290 + Penalty 2523.120076 = -252081.365214
  nChanged 2
		SP:Iteration 20F (88985.500000 sec): 3 clusters
  Score: Raw -254605.037068 + Penalty 2523.120076 = -252081.916991
  nChanged 1
		SP:Iteration 21Q (88985.550000 sec): 3 clusters
  Score: Raw -254605.265301 + Penalty 2523.120076 = -252082.145224
  nChanged 1
		SP:Iteration 22Q (88985.590000 sec): 3 clusters
  Score: Raw -254605.609008 + Penalty 2523.120076 = -252082.488931
  nChanged 3
		SP:Iteration 23Q (88985.640000 sec): 3 clusters
  Score: Raw -254608.349553 + Penalty 2523.120076 = -252085.229477
  nChanged 2
		SP:Iteration 24Q (88985.690000 sec): 3 clusters
  Score: Raw -254610.589803 + Penalty 2523.120076 = -252087.469726
  nChanged 3
		SP:Iteration 25Q (88985.730000 sec): 3 clusters
  Score: Raw -254611.853572 + Penalty 2523.120076 = -252088.733495
  nChanged 2
		SP:Iteration 26Q (88985.780000 sec): 3 clusters
  Score: Raw -254612.779980 + Penalty 2523.120076 = -252089.659904
  nChanged 3
		SP:Iteration 27Q (88985.820000 sec): 3 clusters
  Score: Raw -254613.423919 + Penalty 2523.120076 = -252090.303843
  nChanged 1
		SP:Iteration 28Q (88985.870000 sec): 3 clusters
  Score: Raw -254613.651879 + Penalty 2523.120076 = -252090.531803
  nChanged 0
		SP:Iteration 29F (88985.910000 sec): 3 clusters
  Score: Raw -254613.651879 + Penalty 2523.120076 = -252090.531803
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88985.980000 sec): 2 clusters
  Score: Raw -246379.027145 + Penalty 1278.901966 = -245100.125179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88986.030000 sec): 3 clusters
  Score: Raw -245211.167232 + Penalty 2557.803933 = -242653.363300
  nChanged 944
		SP:Iteration 1F (88986.080000 sec): 3 clusters
  Score: Raw -245794.248134 + Penalty 2557.803933 = -243236.444202
  nChanged 203
		SP:Iteration 2F (88986.130000 sec): 3 clusters
  Score: Raw -245943.874209 + Penalty 2557.803933 = -243386.070276
  nChanged 146
		SP:Iteration 3F (88986.180000 sec): 3 clusters
  Score: Raw -246048.852974 + Penalty 2557.803933 = -243491.049041
  nChanged 118
		SP:Iteration 4Q (88986.230000 sec): 3 clusters
  Score: Raw -246132.506111 + Penalty 2557.803933 = -243574.702178
  nChanged 93
		SP:Iteration 5Q (88986.280000 sec): 3 clusters
  Score: Raw -246204.193661 + Penalty 2557.803933 = -243646.389728
  nChanged 89
		SP:Iteration 6Q (88986.330000 sec): 3 clusters
  Score: Raw -246270.045502 + Penalty 2557.803933 = -243712.241569
  nChanged 84
		SP:Iteration 7Q (88986.380000 sec): 3 clusters
  Score: Raw -246345.164364 + Penalty 2557.803933 = -243787.360432
  nChanged 85
		SP:Iteration 8Q (88986.430000 sec): 3 clusters
  Score: Raw -246419.969340 + Penalty 2557.803933 = -243862.165407
  nChanged 66
		SP:Iteration 9Q (88986.480000 sec): 3 clusters
  Score: Raw -246471.423104 + Penalty 2557.803933 = -243913.619171
  nChanged 53
		SP:Iteration 10Q (88986.530000 sec): 3 clusters
  Score: Raw -246504.304529 + Penalty 2557.803933 = -243946.500596
  nChanged 36
		SP:Iteration 11Q (88986.590000 sec): 3 clusters
  Score: Raw -246528.879280 + Penalty 2557.803933 = -243971.075347
  nChanged 36
		SP:Iteration 12Q (88986.640000 sec): 3 clusters
  Score: Raw -246551.055540 + Penalty 2557.803933 = -243993.251607
  nChanged 35
		SP:Iteration 13Q (88986.690000 sec): 3 clusters
  Score: Raw -246571.069330 + Penalty 2557.803933 = -244013.265397
  nChanged 29
		SP:Iteration 14Q (88986.740000 sec): 3 clusters
  Score: Raw -246586.047176 + Penalty 2557.803933 = -244028.243244
  nChanged 28
		SP:Iteration 15Q (88986.790000 sec): 3 clusters
  Score: Raw -246600.212285 + Penalty 2557.803933 = -244042.408352
  nChanged 23
		SP:Iteration 16Q (88986.840000 sec): 3 clusters
  Score: Raw -246610.312026 + Penalty 2557.803933 = -244052.508094
  nChanged 14
		SP:Iteration 17Q (88986.890000 sec): 3 clusters
  Score: Raw -246616.223367 + Penalty 2557.803933 = -244058.419435
  nChanged 14
		SP:Iteration 18Q (88986.940000 sec): 3 clusters
  Score: Raw -246621.607424 + Penalty 2557.803933 = -244063.803492
  nChanged 7
		SP:Iteration 19Q (88986.990000 sec): 3 clusters
  Score: Raw -246624.150922 + Penalty 2557.803933 = -244066.346989
  nChanged 7
		SP:Iteration 20F (88987.040000 sec): 3 clusters
  Score: Raw -246626.850867 + Penalty 2557.803933 = -244069.046934
  nChanged 9
		SP:Iteration 21Q (88987.090000 sec): 3 clusters
  Score: Raw -246630.469829 + Penalty 2557.803933 = -244072.665896
  nChanged 6
		SP:Iteration 22Q (88987.140000 sec): 3 clusters
  Score: Raw -246632.700019 + Penalty 2557.803933 = -244074.896086
  nChanged 9
		SP:Iteration 23Q (88987.190000 sec): 3 clusters
  Score: Raw -246635.103086 + Penalty 2557.803933 = -244077.299153
  nChanged 7
		SP:Iteration 24Q (88987.240000 sec): 3 clusters
  Score: Raw -246638.268752 + Penalty 2557.803933 = -244080.464819
  nChanged 9
		SP:Iteration 25Q (88987.290000 sec): 3 clusters
  Score: Raw -246642.089314 + Penalty 2557.803933 = -244084.285382
  nChanged 12
		SP:Iteration 26Q (88987.340000 sec): 3 clusters
  Score: Raw -246647.501922 + Penalty 2557.803933 = -244089.697990
  nChanged 10
		SP:Iteration 27Q (88987.390000 sec): 3 clusters
  Score: Raw -246651.803762 + Penalty 2557.803933 = -244093.999829
  nChanged 4
		SP:Iteration 28Q (88987.440000 sec): 3 clusters
  Score: Raw -246653.458502 + Penalty 2557.803933 = -244095.654569
  nChanged 4
		SP:Iteration 29Q (88987.490000 sec): 3 clusters
  Score: Raw -246654.408018 + Penalty 2557.803933 = -244096.604086
  nChanged 0
		SP:Iteration 30F (88987.540000 sec): 3 clusters
  Score: Raw -246654.408018 + Penalty 2557.803933 = -244096.604086
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (4697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88987.630000 sec): 2 clusters
  Score: Raw -444163.687363 + Penalty 1373.885384 = -442789.801979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88987.730000 sec): 3 clusters
  Score: Raw -441787.026952 + Penalty 2747.770768 = -439039.256184
  nChanged 1892
		SP:Iteration 1F (88987.810000 sec): 3 clusters
  Score: Raw -442832.347170 + Penalty 2747.770768 = -440084.576402
  nChanged 354
		SP:Iteration 2F (88987.900000 sec): 3 clusters
  Score: Raw -443028.882863 + Penalty 2747.770768 = -440281.112095
  nChanged 253
		SP:Iteration 3F (88987.990000 sec): 3 clusters
  Score: Raw -443176.358414 + Penalty 2747.770768 = -440428.587646
  nChanged 236
		SP:Iteration 4F (88988.070000 sec): 3 clusters
  Score: Raw -443309.377001 + Penalty 2747.770768 = -440561.606233
  nChanged 194
		SP:Iteration 5Q (88988.170000 sec): 3 clusters
  Score: Raw -443416.136305 + Penalty 2747.770768 = -440668.365537
  nChanged 164
		SP:Iteration 6Q (88988.250000 sec): 3 clusters
  Score: Raw -443501.895317 + Penalty 2747.770768 = -440754.124549
  nChanged 141
		SP:Iteration 7Q (88988.350000 sec): 3 clusters
  Score: Raw -443571.145479 + Penalty 2747.770768 = -440823.374711
  nChanged 130
		SP:Iteration 8Q (88988.430000 sec): 3 clusters
  Score: Raw -443640.008663 + Penalty 2747.770768 = -440892.237895
  nChanged 129
		SP:Iteration 9Q (88988.530000 sec): 3 clusters
  Score: Raw -443696.211420 + Penalty 2747.770768 = -440948.440652
  nChanged 101
		SP:Iteration 10Q (88988.610000 sec): 3 clusters
  Score: Raw -443739.650583 + Penalty 2747.770768 = -440991.879815
  nChanged 99
		SP:Iteration 11Q (88988.710000 sec): 3 clusters
  Score: Raw -443781.837377 + Penalty 2747.770768 = -441034.066609
  nChanged 104
		SP:Iteration 12Q (88988.790000 sec): 3 clusters
  Score: Raw -443831.699769 + Penalty 2747.770768 = -441083.929001
  nChanged 99
		SP:Iteration 13Q (88988.890000 sec): 3 clusters
  Score: Raw -443878.350013 + Penalty 2747.770768 = -441130.579245
  nChanged 103
		SP:Iteration 14Q (88988.970000 sec): 3 clusters
  Score: Raw -443927.450885 + Penalty 2747.770768 = -441179.680117
  nChanged 86
		SP:Iteration 15Q (88989.060000 sec): 3 clusters
  Score: Raw -443963.985091 + Penalty 2747.770768 = -441216.214323
  nChanged 68
		SP:Iteration 16Q (88989.150000 sec): 3 clusters
  Score: Raw -443990.314000 + Penalty 2747.770768 = -441242.543233
  nChanged 64
		SP:Iteration 17Q (88989.240000 sec): 3 clusters
  Score: Raw -444016.451602 + Penalty 2747.770768 = -441268.680834
  nChanged 73
		SP:Iteration 18Q (88989.330000 sec): 3 clusters
  Score: Raw -444059.228865 + Penalty 2747.770768 = -441311.458097
  nChanged 85
		SP:Iteration 19Q (88989.420000 sec): 3 clusters
  Score: Raw -444104.017663 + Penalty 2747.770768 = -441356.246895
  nChanged 74
		SP:Iteration 20F (88989.510000 sec): 3 clusters
  Score: Raw -444138.423783 + Penalty 2747.770768 = -441390.653015
  nChanged 68
		SP:Iteration 21Q (88989.600000 sec): 3 clusters
  Score: Raw -444170.433981 + Penalty 2747.770768 = -441422.663213
  nChanged 64
		SP:Iteration 22Q (88989.690000 sec): 3 clusters
  Score: Raw -444200.284380 + Penalty 2747.770768 = -441452.513612
  nChanged 47
		SP:Iteration 23Q (88989.780000 sec): 3 clusters
  Score: Raw -444214.518401 + Penalty 2747.770768 = -441466.747633
  nChanged 27
		SP:Iteration 24Q (88989.860000 sec): 3 clusters
  Score: Raw -444221.406375 + Penalty 2747.770768 = -441473.635607
  nChanged 15
		SP:Iteration 25Q (88989.950000 sec): 3 clusters
  Score: Raw -444225.258909 + Penalty 2747.770768 = -441477.488141
  nChanged 16
		SP:Iteration 26Q (88990.040000 sec): 3 clusters
  Score: Raw -444230.334557 + Penalty 2747.770768 = -441482.563789
  nChanged 15
		SP:Iteration 27Q (88990.130000 sec): 3 clusters
  Score: Raw -444234.674610 + Penalty 2747.770768 = -441486.903842
  nChanged 8
		SP:Iteration 28Q (88990.220000 sec): 3 clusters
  Score: Raw -444236.560989 + Penalty 2747.770768 = -441488.790221
  nChanged 4
		SP:Iteration 29Q (88990.300000 sec): 3 clusters
  Score: Raw -444237.323965 + Penalty 2747.770768 = -441489.553197
  nChanged 2
		SP:Iteration 30Q (88990.390000 sec): 3 clusters
  Score: Raw -444237.974676 + Penalty 2747.770768 = -441490.203908
  nChanged 5
		SP:Iteration 31Q (88990.480000 sec): 3 clusters
  Score: Raw -444239.694528 + Penalty 2747.770768 = -441491.923760
  nChanged 9
		SP:Iteration 32Q (88990.570000 sec): 3 clusters
  Score: Raw -444242.248484 + Penalty 2747.770768 = -441494.477716
  nChanged 9
		SP:Iteration 33Q (88990.660000 sec): 3 clusters
  Score: Raw -444244.802119 + Penalty 2747.770768 = -441497.031351
  nChanged 15
		SP:Iteration 34Q (88990.740000 sec): 3 clusters
  Score: Raw -444248.341647 + Penalty 2747.770768 = -441500.570879
  nChanged 12
		SP:Iteration 35Q (88990.830000 sec): 3 clusters
  Score: Raw -444251.844399 + Penalty 2747.770768 = -441504.073631
  nChanged 10
		SP:Iteration 36Q (88990.920000 sec): 3 clusters
  Score: Raw -444253.638386 + Penalty 2747.770768 = -441505.867618
  nChanged 5
		SP:Iteration 37Q (88991.020000 sec): 3 clusters
  Score: Raw -444254.200131 + Penalty 2747.770768 = -441506.429363
  nChanged 4
		SP:Iteration 38Q (88991.130000 sec): 3 clusters
  Score: Raw -444255.032133 + Penalty 2747.770768 = -441507.261365
  nChanged 6
		SP:Iteration 39Q (88991.220000 sec): 3 clusters
  Score: Raw -444256.266572 + Penalty 2747.770768 = -441508.495804
  nChanged 8
		SP:Iteration 40F (88991.310000 sec): 3 clusters
  Score: Raw -444258.388534 + Penalty 2747.770768 = -441510.617766
  nChanged 10
		SP:Iteration 41Q (88991.400000 sec): 3 clusters
  Score: Raw -444262.883636 + Penalty 2747.770768 = -441515.112868
  nChanged 14
		SP:Iteration 42Q (88991.480000 sec): 3 clusters
  Score: Raw -444269.118980 + Penalty 2747.770768 = -441521.348212
  nChanged 25
		SP:Iteration 43Q (88991.570000 sec): 3 clusters
  Score: Raw -444278.534751 + Penalty 2747.770768 = -441530.763983
  nChanged 28
		SP:Iteration 44Q (88991.660000 sec): 3 clusters
  Score: Raw -444287.846168 + Penalty 2747.770768 = -441540.075400
  nChanged 19
		SP:Iteration 45Q (88991.740000 sec): 3 clusters
  Score: Raw -444291.914499 + Penalty 2747.770768 = -441544.143731
  nChanged 11
		SP:Iteration 46Q (88991.830000 sec): 3 clusters
  Score: Raw -444294.919400 + Penalty 2747.770768 = -441547.148632
  nChanged 15
		SP:Iteration 47Q (88991.920000 sec): 3 clusters
  Score: Raw -444299.287798 + Penalty 2747.770768 = -441551.517030
  nChanged 16
		SP:Iteration 48Q (88992.000000 sec): 3 clusters
  Score: Raw -444304.353764 + Penalty 2747.770768 = -441556.582996
  nChanged 14
		SP:Iteration 49Q (88992.090000 sec): 3 clusters
  Score: Raw -444308.184419 + Penalty 2747.770768 = -441560.413651
  nChanged 13
		SP:Iteration 50Q (88992.180000 sec): 3 clusters
  Score: Raw -444312.001973 + Penalty 2747.770768 = -441564.231206
  nChanged 14
		SP:Iteration 51Q (88992.270000 sec): 3 clusters
  Score: Raw -444316.716916 + Penalty 2747.770768 = -441568.946148
  nChanged 11
		SP:Iteration 52Q (88992.360000 sec): 3 clusters
  Score: Raw -444319.936874 + Penalty 2747.770768 = -441572.166106
  nChanged 15
		SP:Iteration 53Q (88992.440000 sec): 3 clusters
  Score: Raw -444323.975024 + Penalty 2747.770768 = -441576.204256
  nChanged 12
		SP:Iteration 54Q (88992.530000 sec): 3 clusters
  Score: Raw -444327.534736 + Penalty 2747.770768 = -441579.763968
  nChanged 14
		SP:Iteration 55Q (88992.620000 sec): 3 clusters
  Score: Raw -444333.624058 + Penalty 2747.770768 = -441585.853290
  nChanged 18
		SP:Iteration 56Q (88992.700000 sec): 3 clusters
  Score: Raw -444338.408408 + Penalty 2747.770768 = -441590.637640
  nChanged 16
		SP:Iteration 57Q (88992.790000 sec): 3 clusters
  Score: Raw -444343.472559 + Penalty 2747.770768 = -441595.701791
  nChanged 16
		SP:Iteration 58Q (88992.880000 sec): 3 clusters
  Score: Raw -444346.973270 + Penalty 2747.770768 = -441599.202502
  nChanged 13
		SP:Iteration 59Q (88992.960000 sec): 3 clusters
  Score: Raw -444350.680844 + Penalty 2747.770768 = -441602.910076
  nChanged 12
		SP:Iteration 60F (88993.050000 sec): 3 clusters
  Score: Raw -444353.323165 + Penalty 2747.770768 = -441605.552397
  nChanged 7
		SP:Iteration 61Q (88993.140000 sec): 3 clusters
  Score: Raw -444355.055703 + Penalty 2747.770768 = -441607.284935
  nChanged 9
		SP:Iteration 62Q (88993.220000 sec): 3 clusters
  Score: Raw -444357.328319 + Penalty 2747.770768 = -441609.557551
  nChanged 8
		SP:Iteration 63Q (88993.310000 sec): 3 clusters
  Score: Raw -444359.501944 + Penalty 2747.770768 = -441611.731176
  nChanged 8
		SP:Iteration 64Q (88993.410000 sec): 3 clusters
  Score: Raw -444361.879081 + Penalty 2747.770768 = -441614.108313
  nChanged 11
		SP:Iteration 65Q (88993.490000 sec): 3 clusters
  Score: Raw -444364.787934 + Penalty 2747.770768 = -441617.017166
  nChanged 10
		SP:Iteration 66Q (88993.580000 sec): 3 clusters
  Score: Raw -444367.053681 + Penalty 2747.770768 = -441619.282913
  nChanged 7
		SP:Iteration 67Q (88993.670000 sec): 3 clusters
  Score: Raw -444368.682599 + Penalty 2747.770768 = -441620.911831
  nChanged 6
		SP:Iteration 68Q (88993.750000 sec): 3 clusters
  Score: Raw -444370.523605 + Penalty 2747.770768 = -441622.752837
  nChanged 7
		SP:Iteration 69Q (88993.840000 sec): 3 clusters
  Score: Raw -444374.040835 + Penalty 2747.770768 = -441626.270067
  nChanged 9
		SP:Iteration 70Q (88993.920000 sec): 3 clusters
  Score: Raw -444377.466278 + Penalty 2747.770768 = -441629.695510
  nChanged 12
		SP:Iteration 71Q (88994.010000 sec): 3 clusters
  Score: Raw -444380.762642 + Penalty 2747.770768 = -441632.991874
  nChanged 9
		SP:Iteration 72Q (88994.100000 sec): 3 clusters
  Score: Raw -444382.693117 + Penalty 2747.770768 = -441634.922349
  nChanged 8
		SP:Iteration 73Q (88994.180000 sec): 3 clusters
  Score: Raw -444385.403086 + Penalty 2747.770768 = -441637.632318
  nChanged 14
		SP:Iteration 74Q (88994.270000 sec): 3 clusters
  Score: Raw -444390.091626 + Penalty 2747.770768 = -441642.320858
  nChanged 14
		SP:Iteration 75Q (88994.350000 sec): 3 clusters
  Score: Raw -444393.862434 + Penalty 2747.770768 = -441646.091666
  nChanged 9
		SP:Iteration 76Q (88994.440000 sec): 3 clusters
  Score: Raw -444396.413097 + Penalty 2747.770768 = -441648.642329
  nChanged 3
		SP:Iteration 77Q (88994.530000 sec): 3 clusters
  Score: Raw -444397.475306 + Penalty 2747.770768 = -441649.704538
  nChanged 6
		SP:Iteration 78Q (88994.610000 sec): 3 clusters
  Score: Raw -444399.048665 + Penalty 2747.770768 = -441651.277897
  nChanged 5
		SP:Iteration 79Q (88994.700000 sec): 3 clusters
  Score: Raw -444401.617113 + Penalty 2747.770768 = -441653.846345
  nChanged 6
		SP:Iteration 80F (88994.790000 sec): 3 clusters
  Score: Raw -444403.235168 + Penalty 2747.770768 = -441655.464400
  nChanged 7
		SP:Iteration 81Q (88994.870000 sec): 3 clusters
  Score: Raw -444405.064873 + Penalty 2747.770768 = -441657.294105
  nChanged 4
		SP:Iteration 82Q (88994.960000 sec): 3 clusters
  Score: Raw -444406.125065 + Penalty 2747.770768 = -441658.354297
  nChanged 4
		SP:Iteration 83Q (88995.050000 sec): 3 clusters
  Score: Raw -444407.332821 + Penalty 2747.770768 = -441659.562053
  nChanged 7
		SP:Iteration 84Q (88995.130000 sec): 3 clusters
  Score: Raw -444409.587025 + Penalty 2747.770768 = -441661.816257
  nChanged 8
		SP:Iteration 85Q (88995.220000 sec): 3 clusters
  Score: Raw -444411.915266 + Penalty 2747.770768 = -441664.144498
  nChanged 8
		SP:Iteration 86Q (88995.310000 sec): 3 clusters
  Score: Raw -444414.322268 + Penalty 2747.770768 = -441666.551500
  nChanged 5
		SP:Iteration 87Q (88995.390000 sec): 3 clusters
  Score: Raw -444416.042924 + Penalty 2747.770768 = -441668.272156
  nChanged 4
		SP:Iteration 88Q (88995.480000 sec): 3 clusters
  Score: Raw -444416.690716 + Penalty 2747.770768 = -441668.919948
  nChanged 1
		SP:Iteration 89Q (88995.570000 sec): 3 clusters
  Score: Raw -444417.411102 + Penalty 2747.770768 = -441669.640334
  nChanged 2
		SP:Iteration 90Q (88995.650000 sec): 3 clusters
  Score: Raw -444417.712419 + Penalty 2747.770768 = -441669.941651
  nChanged 1
		SP:Iteration 91Q (88995.740000 sec): 3 clusters
  Score: Raw -444417.811464 + Penalty 2747.770768 = -441670.040696
  nChanged 1
		SP:Iteration 92Q (88995.830000 sec): 3 clusters
  Score: Raw -444418.198245 + Penalty 2747.770768 = -441670.427477
  nChanged 2
		SP:Iteration 93Q (88995.910000 sec): 3 clusters
  Score: Raw -444418.635676 + Penalty 2747.770768 = -441670.864908
  nChanged 2
		SP:Iteration 94Q (88996.000000 sec): 3 clusters
  Score: Raw -444419.028029 + Penalty 2747.770768 = -441671.257261
  nChanged 3
		SP:Iteration 95Q (88996.090000 sec): 3 clusters
  Score: Raw -444419.677666 + Penalty 2747.770768 = -441671.906898
  nChanged 1
		SP:Iteration 96Q (88996.170000 sec): 3 clusters
  Score: Raw -444420.024733 + Penalty 2747.770768 = -441672.253966
  nChanged 0
		SP:Iteration 97F (88996.260000 sec): 3 clusters
  Score: Raw -444420.024733 + Penalty 2747.770768 = -441672.253966
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88996.320000 sec): 2 clusters
  Score: Raw -76487.601880 + Penalty 1108.252659 = -75379.349221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88996.340000 sec): 3 clusters
  Score: Raw -76281.470127 + Penalty 2216.505319 = -74064.964808
  nChanged 266
		SP:Iteration 1F (88996.350000 sec): 3 clusters
  Score: Raw -76610.032517 + Penalty 2216.505319 = -74393.527198
  nChanged 73
		SP:Iteration 2F (88996.370000 sec): 3 clusters
  Score: Raw -76757.287476 + Penalty 2216.505319 = -74540.782158
  nChanged 54
		SP:Iteration 3F (88996.390000 sec): 3 clusters
  Score: Raw -76835.391847 + Penalty 2216.505319 = -74618.886529
  nChanged 41
		SP:Iteration 4Q (88996.410000 sec): 3 clusters
  Score: Raw -76909.476454 + Penalty 2216.505319 = -74692.971135
  nChanged 36
		SP:Iteration 5Q (88996.430000 sec): 3 clusters
  Score: Raw -76983.658762 + Penalty 2216.505319 = -74767.153443
  nChanged 26
		SP:Iteration 6Q (88996.450000 sec): 3 clusters
  Score: Raw -77026.723961 + Penalty 2216.505319 = -74810.218642
  nChanged 23
		SP:Iteration 7Q (88996.460000 sec): 3 clusters
  Score: Raw -77058.581926 + Penalty 2216.505319 = -74842.076607
  nChanged 18
		SP:Iteration 8Q (88996.480000 sec): 3 clusters
  Score: Raw -77082.206313 + Penalty 2216.505319 = -74865.700994
  nChanged 8
		SP:Iteration 9Q (88996.500000 sec): 3 clusters
  Score: Raw -77096.880957 + Penalty 2216.505319 = -74880.375639
  nChanged 7
		SP:Iteration 10Q (88996.520000 sec): 3 clusters
  Score: Raw -77110.059556 + Penalty 2216.505319 = -74893.554237
  nChanged 3
		SP:Iteration 11Q (88996.530000 sec): 3 clusters
  Score: Raw -77115.069024 + Penalty 2216.505319 = -74898.563706
  nChanged 3
		SP:Iteration 12Q (88996.550000 sec): 3 clusters
  Score: Raw -77117.804679 + Penalty 2216.505319 = -74901.299360
  nChanged 1
		SP:Iteration 13Q (88996.570000 sec): 3 clusters
  Score: Raw -77119.479148 + Penalty 2216.505319 = -74902.973830
  nChanged 0
		SP:Iteration 14F (88996.590000 sec): 3 clusters
  Score: Raw -77119.479148 + Penalty 2216.505319 = -74902.973830
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (11658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88996.750000 sec): 2 clusters
  Score: Raw -1222323.618216 + Penalty 1521.609037 = -1220802.009179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88996.920000 sec): 3 clusters
  Score: Raw -1215482.875532 + Penalty 3043.218074 = -1212439.657458
  nChanged 5180
		SP:Iteration 1F (88997.100000 sec): 3 clusters
  Score: Raw -1218325.501692 + Penalty 3043.218074 = -1215282.283618
  nChanged 673
		SP:Iteration 2F (88997.270000 sec): 3 clusters
  Score: Raw -1218626.654086 + Penalty 3043.218074 = -1215583.436013
  nChanged 645
		SP:Iteration 3F (88997.460000 sec): 3 clusters
  Score: Raw -1218954.324533 + Penalty 3043.218074 = -1215911.106460
  nChanged 647
		SP:Iteration 4F (88997.630000 sec): 3 clusters
  Score: Raw -1219310.176064 + Penalty 3043.218074 = -1216266.957991
  nChanged 651
		SP:Iteration 5F (88997.800000 sec): 3 clusters
  Score: Raw -1219739.874625 + Penalty 3043.218074 = -1216696.656551
  nChanged 694
		SP:Iteration 6F (88997.980000 sec): 3 clusters
  Score: Raw -1220245.437671 + Penalty 3043.218074 = -1217202.219598
  nChanged 724
		SP:Iteration 7F (88998.150000 sec): 3 clusters
  Score: Raw -1220827.515962 + Penalty 3043.218074 = -1217784.297889
  nChanged 665
		SP:Iteration 8F (88998.350000 sec): 3 clusters
  Score: Raw -1221375.686580 + Penalty 3043.218074 = -1218332.468507
  nChanged 487
		SP:Iteration 9Q (88998.520000 sec): 3 clusters
  Score: Raw -1221783.357182 + Penalty 3043.218074 = -1218740.139109
  nChanged 311
		SP:Iteration 10Q (88998.680000 sec): 3 clusters
  Score: Raw -1222051.907797 + Penalty 3043.218074 = -1219008.689724
  nChanged 206
		SP:Iteration 11Q (88998.850000 sec): 3 clusters
  Score: Raw -1222257.958935 + Penalty 3043.218074 = -1219214.740861
  nChanged 102
		SP:Iteration 12Q (88999.010000 sec): 3 clusters
  Score: Raw -1222366.899177 + Penalty 3043.218074 = -1219323.681103
  nChanged 63
		SP:Iteration 13Q (88999.180000 sec): 3 clusters
  Score: Raw -1222434.194842 + Penalty 3043.218074 = -1219390.976769
  nChanged 33
		SP:Iteration 14Q (88999.410000 sec): 3 clusters
  Score: Raw -1222465.554156 + Penalty 3043.218074 = -1219422.336083
  nChanged 15
		SP:Iteration 15Q (88999.550000 sec): 3 clusters
  Score: Raw -1222479.750562 + Penalty 3043.218074 = -1219436.532489
  nChanged 14
		SP:Iteration 16Q (88999.740000 sec): 3 clusters
  Score: Raw -1222494.807615 + Penalty 3043.218074 = -1219451.589542
  nChanged 13
		SP:Iteration 17Q (88999.890000 sec): 3 clusters
  Score: Raw -1222510.639055 + Penalty 3043.218074 = -1219467.420982
  nChanged 12
		SP:Iteration 18Q (89000.060000 sec): 3 clusters
  Score: Raw -1222523.254035 + Penalty 3043.218074 = -1219480.035962
  nChanged 9
		SP:Iteration 19Q (89000.220000 sec): 3 clusters
  Score: Raw -1222533.322561 + Penalty 3043.218074 = -1219490.104488
  nChanged 5
		SP:Iteration 20F (89000.390000 sec): 3 clusters
  Score: Raw -1222541.469868 + Penalty 3043.218074 = -1219498.251795
  nChanged 4
		SP:Iteration 21Q (89000.550000 sec): 3 clusters
  Score: Raw -1222546.490076 + Penalty 3043.218074 = -1219503.272002
  nChanged 3
		SP:Iteration 22Q (89000.710000 sec): 3 clusters
  Score: Raw -1222550.641339 + Penalty 3043.218074 = -1219507.423265
  nChanged 1
		SP:Iteration 23Q (89000.890000 sec): 3 clusters
  Score: Raw -1222551.328352 + Penalty 3043.218074 = -1219508.110279
  nChanged 2
		SP:Iteration 24Q (89001.050000 sec): 3 clusters
  Score: Raw -1222554.614482 + Penalty 3043.218074 = -1219511.396408
  nChanged 3
		SP:Iteration 25Q (89001.210000 sec): 3 clusters
  Score: Raw -1222558.627752 + Penalty 3043.218074 = -1219515.409679
  nChanged 2
		SP:Iteration 26Q (89001.370000 sec): 3 clusters
  Score: Raw -1222559.940669 + Penalty 3043.218074 = -1219516.722596
  nChanged 1
		SP:Iteration 27Q (89001.560000 sec): 3 clusters
  Score: Raw -1222562.015830 + Penalty 3043.218074 = -1219518.797757
  nChanged 1
		SP:Iteration 28Q (89001.710000 sec): 3 clusters
  Score: Raw -1222563.727261 + Penalty 3043.218074 = -1219520.509188
  nChanged 1
		SP:Iteration 29Q (89001.870000 sec): 3 clusters
  Score: Raw -1222565.858793 + Penalty 3043.218074 = -1219522.640719
  nChanged 1
		SP:Iteration 30Q (89002.030000 sec): 3 clusters
  Score: Raw -1222567.159491 + Penalty 3043.218074 = -1219523.941417
  nChanged 1
		SP:Iteration 31Q (89002.220000 sec): 3 clusters
  Score: Raw -1222567.794510 + Penalty 3043.218074 = -1219524.576436
  nChanged 1
		SP:Iteration 32Q (89002.380000 sec): 3 clusters
  Score: Raw -1222568.113746 + Penalty 3043.218074 = -1219524.895673
  nChanged 0
		SP:Iteration 33F (89002.550000 sec): 3 clusters
  Score: Raw -1222568.113746 + Penalty 3043.218074 = -1219524.895673
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89002.620000 sec): 2 clusters
  Score: Raw -193728.366040 + Penalty 1242.920216 = -192485.445825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89002.660000 sec): 3 clusters
  Score: Raw -192836.037259 + Penalty 2485.840431 = -190350.196828
  nChanged 745
		SP:Iteration 1F (89002.710000 sec): 3 clusters
  Score: Raw -193498.876242 + Penalty 2485.840431 = -191013.035810
  nChanged 244
		SP:Iteration 2F (89002.750000 sec): 3 clusters
  Score: Raw -193844.948288 + Penalty 2485.840431 = -191359.107856
  nChanged 188
		SP:Iteration 3F (89002.790000 sec): 3 clusters
  Score: Raw -194114.368853 + Penalty 2485.840431 = -191628.528422
  nChanged 136
		SP:Iteration 4F (89002.830000 sec): 3 clusters
  Score: Raw -194274.864517 + Penalty 2485.840431 = -191789.024085
  nChanged 83
		SP:Iteration 5Q (89002.880000 sec): 3 clusters
  Score: Raw -194365.595951 + Penalty 2485.840431 = -191879.755520
  nChanged 61
		SP:Iteration 6Q (89002.920000 sec): 3 clusters
  Score: Raw -194418.355433 + Penalty 2485.840431 = -191932.515002
  nChanged 47
		SP:Iteration 7Q (89002.960000 sec): 3 clusters
  Score: Raw -194464.184900 + Penalty 2485.840431 = -191978.344468
  nChanged 27
		SP:Iteration 8Q (89003.000000 sec): 3 clusters
  Score: Raw -194490.449913 + Penalty 2485.840431 = -192004.609481
  nChanged 27
		SP:Iteration 9Q (89003.040000 sec): 3 clusters
  Score: Raw -194511.722632 + Penalty 2485.840431 = -192025.882201
  nChanged 23
		SP:Iteration 10Q (89003.080000 sec): 3 clusters
  Score: Raw -194529.002419 + Penalty 2485.840431 = -192043.161988
  nChanged 15
		SP:Iteration 11Q (89003.120000 sec): 3 clusters
  Score: Raw -194538.842568 + Penalty 2485.840431 = -192053.002136
  nChanged 11
		SP:Iteration 12Q (89003.160000 sec): 3 clusters
  Score: Raw -194546.765336 + Penalty 2485.840431 = -192060.924904
  nChanged 14
		SP:Iteration 13Q (89003.200000 sec): 3 clusters
  Score: Raw -194556.044328 + Penalty 2485.840431 = -192070.203896
  nChanged 11
		SP:Iteration 14Q (89003.240000 sec): 3 clusters
  Score: Raw -194564.546171 + Penalty 2485.840431 = -192078.705739
  nChanged 8
		SP:Iteration 15Q (89003.280000 sec): 3 clusters
  Score: Raw -194568.924992 + Penalty 2485.840431 = -192083.084561
  nChanged 3
		SP:Iteration 16Q (89003.310000 sec): 3 clusters
  Score: Raw -194570.115853 + Penalty 2485.840431 = -192084.275422
  nChanged 2
		SP:Iteration 17Q (89003.350000 sec): 3 clusters
  Score: Raw -194570.982103 + Penalty 2485.840431 = -192085.141671
  nChanged 0
		SP:Iteration 18F (89003.400000 sec): 3 clusters
  Score: Raw -194570.982103 + Penalty 2485.840431 = -192085.141671
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (96294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89004.010000 sec): 2 clusters
  Score: Raw -10118992.926082 + Penalty 1864.713710 = -10117128.212373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89004.950000 sec): 3 clusters
  Score: Raw -10056595.670484 + Penalty 3729.427419 = -10052866.243064
  nChanged 46031
		SP:Iteration 1F (89005.860000 sec): 3 clusters
  Score: Raw -10084703.519824 + Penalty 3729.427419 = -10080974.092405
  nChanged 3989
		SP:Iteration 2Q (89006.800000 sec): 3 clusters
  Score: Raw -10086226.446534 + Penalty 3729.427419 = -10082497.019114
  nChanged 4276
		SP:Iteration 3Q (89007.790000 sec): 3 clusters
  Score: Raw -10088146.385870 + Penalty 3729.427419 = -10084416.958451
  nChanged 4650
		SP:Iteration 4Q (89008.730000 sec): 3 clusters
  Score: Raw -10090625.462837 + Penalty 3729.427419 = -10086896.035418
  nChanged 5014
		SP:Iteration 5F (89009.640000 sec): 3 clusters
  Score: Raw -10093626.000522 + Penalty 3729.427419 = -10089896.573103
  nChanged 5404
		SP:Iteration 6F (89010.550000 sec): 3 clusters
  Score: Raw -10097203.264989 + Penalty 3729.427419 = -10093473.837570
  nChanged 5410
		SP:Iteration 7F (89011.420000 sec): 3 clusters
  Score: Raw -10100808.585094 + Penalty 3729.427419 = -10097079.157675
  nChanged 5136
		SP:Iteration 8F (89012.300000 sec): 3 clusters
  Score: Raw -10104315.812198 + Penalty 3729.427419 = -10100586.384778
  nChanged 4645
		SP:Iteration 9Q (89013.190000 sec): 3 clusters
  Score: Raw -10107397.068090 + Penalty 3729.427419 = -10103667.640671
  nChanged 4086
		SP:Iteration 10Q (89014.050000 sec): 3 clusters
  Score: Raw -10110096.763548 + Penalty 3729.427419 = -10106367.336129
  nChanged 3629
		SP:Iteration 11Q (89014.920000 sec): 3 clusters
  Score: Raw -10112574.663001 + Penalty 3729.427419 = -10108845.235582
  nChanged 3100
		SP:Iteration 12Q (89015.780000 sec): 3 clusters
  Score: Raw -10114782.810502 + Penalty 3729.427419 = -10111053.383083
  nChanged 2399
		SP:Iteration 13Q (89016.640000 sec): 3 clusters
  Score: Raw -10116506.939395 + Penalty 3729.427419 = -10112777.511976
  nChanged 1608
		SP:Iteration 14Q (89017.420000 sec): 3 clusters
  Score: Raw -10117622.266891 + Penalty 3729.427419 = -10113892.839472
  nChanged 988
		SP:Iteration 15Q (89018.230000 sec): 3 clusters
  Score: Raw -10118272.026814 + Penalty 3729.427419 = -10114542.599394
  nChanged 593
		SP:Iteration 16Q (89019.040000 sec): 3 clusters
  Score: Raw -10118671.854353 + Penalty 3729.427419 = -10114942.426934
  nChanged 323
		SP:Iteration 17Q (89019.810000 sec): 3 clusters
  Score: Raw -10118893.260321 + Penalty 3729.427419 = -10115163.832902
  nChanged 182
		SP:Iteration 18Q (89020.580000 sec): 3 clusters
  Score: Raw -10119017.097068 + Penalty 3729.427419 = -10115287.669648
  nChanged 119
		SP:Iteration 19Q (89021.410000 sec): 3 clusters
  Score: Raw -10119094.944280 + Penalty 3729.427419 = -10115365.516861
  nChanged 65
		SP:Iteration 20F (89022.290000 sec): 3 clusters
  Score: Raw -10119141.722233 + Penalty 3729.427419 = -10115412.294813
  nChanged 43
		SP:Iteration 21Q (89023.090000 sec): 3 clusters
  Score: Raw -10119172.025466 + Penalty 3729.427419 = -10115442.598046
  nChanged 31
		SP:Iteration 22Q (89023.860000 sec): 3 clusters
  Score: Raw -10119192.025861 + Penalty 3729.427419 = -10115462.598442
  nChanged 27
		SP:Iteration 23Q (89024.630000 sec): 3 clusters
  Score: Raw -10119212.599565 + Penalty 3729.427419 = -10115483.172145
  nChanged 17
		SP:Iteration 24Q (89025.410000 sec): 3 clusters
  Score: Raw -10119227.626497 + Penalty 3729.427419 = -10115498.199077
  nChanged 19
		SP:Iteration 25Q (89026.230000 sec): 3 clusters
  Score: Raw -10119244.586684 + Penalty 3729.427419 = -10115515.159264
  nChanged 16
		SP:Iteration 26Q (89027.030000 sec): 3 clusters
  Score: Raw -10119257.756143 + Penalty 3729.427419 = -10115528.328723
  nChanged 14
		SP:Iteration 27Q (89027.800000 sec): 3 clusters
  Score: Raw -10119266.376498 + Penalty 3729.427419 = -10115536.949079
  nChanged 7
		SP:Iteration 28Q (89028.570000 sec): 3 clusters
  Score: Raw -10119269.982295 + Penalty 3729.427419 = -10115540.554876
  nChanged 1
		SP:Iteration 29Q (89029.390000 sec): 3 clusters
  Score: Raw -10119270.236228 + Penalty 3729.427419 = -10115540.808808
  nChanged 0
		SP:Iteration 30F (89030.270000 sec): 3 clusters
  Score: Raw -10119270.236228 + Penalty 3729.427419 = -10115540.808808
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89030.370000 sec): 2 clusters
  Score: Raw -754277.143624 + Penalty 1459.339339 = -752817.804285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89030.500000 sec): 3 clusters
  Score: Raw -749923.746467 + Penalty 2918.678678 = -747005.067789
  nChanged 3331
		SP:Iteration 1F (89030.610000 sec): 3 clusters
  Score: Raw -751974.761392 + Penalty 2918.678678 = -749056.082714
  nChanged 612
		SP:Iteration 2F (89030.740000 sec): 3 clusters
  Score: Raw -752400.149007 + Penalty 2918.678678 = -749481.470329
  nChanged 584
		SP:Iteration 3F (89030.870000 sec): 3 clusters
  Score: Raw -752791.003949 + Penalty 2918.678678 = -749872.325271
  nChanged 532
		SP:Iteration 4F (89031.000000 sec): 3 clusters
  Score: Raw -753161.035269 + Penalty 2918.678678 = -750242.356591
  nChanged 451
		SP:Iteration 5F (89031.130000 sec): 3 clusters
  Score: Raw -753490.269249 + Penalty 2918.678678 = -750571.590571
  nChanged 401
		SP:Iteration 6F (89031.250000 sec): 3 clusters
  Score: Raw -753789.473742 + Penalty 2918.678678 = -750870.795064
  nChanged 320
		SP:Iteration 7Q (89031.390000 sec): 3 clusters
  Score: Raw -754049.651314 + Penalty 2918.678678 = -751130.972636
  nChanged 289
		SP:Iteration 8Q (89031.520000 sec): 3 clusters
  Score: Raw -754291.047599 + Penalty 2918.678678 = -751372.368921
  nChanged 242
		SP:Iteration 9Q (89031.650000 sec): 3 clusters
  Score: Raw -754486.289226 + Penalty 2918.678678 = -751567.610548
  nChanged 200
		SP:Iteration 10Q (89031.790000 sec): 3 clusters
  Score: Raw -754641.150825 + Penalty 2918.678678 = -751722.472147
  nChanged 168
		SP:Iteration 11Q (89031.910000 sec): 3 clusters
  Score: Raw -754751.808069 + Penalty 2918.678678 = -751833.129391
  nChanged 138
		SP:Iteration 12Q (89032.040000 sec): 3 clusters
  Score: Raw -754822.989579 + Penalty 2918.678678 = -751904.310901
  nChanged 100
		SP:Iteration 13Q (89032.160000 sec): 3 clusters
  Score: Raw -754870.198174 + Penalty 2918.678678 = -751951.519496
  nChanged 101
		SP:Iteration 14Q (89032.290000 sec): 3 clusters
  Score: Raw -754923.310638 + Penalty 2918.678678 = -752004.631960
  nChanged 86
		SP:Iteration 15Q (89032.400000 sec): 3 clusters
  Score: Raw -754961.512387 + Penalty 2918.678678 = -752042.833709
  nChanged 70
		SP:Iteration 16Q (89032.520000 sec): 3 clusters
  Score: Raw -754984.740690 + Penalty 2918.678678 = -752066.062012
  nChanged 42
		SP:Iteration 17Q (89032.650000 sec): 3 clusters
  Score: Raw -754997.262751 + Penalty 2918.678678 = -752078.584074
  nChanged 29
		SP:Iteration 18Q (89032.780000 sec): 3 clusters
  Score: Raw -755005.169703 + Penalty 2918.678678 = -752086.491025
  nChanged 19
		SP:Iteration 19Q (89032.910000 sec): 3 clusters
  Score: Raw -755010.109413 + Penalty 2918.678678 = -752091.430735
  nChanged 26
		SP:Iteration 20F (89033.050000 sec): 3 clusters
  Score: Raw -755015.362868 + Penalty 2918.678678 = -752096.684190
  nChanged 13
		SP:Iteration 21Q (89033.180000 sec): 3 clusters
  Score: Raw -755017.554098 + Penalty 2918.678678 = -752098.875420
  nChanged 12
		SP:Iteration 22Q (89033.310000 sec): 3 clusters
  Score: Raw -755019.460469 + Penalty 2918.678678 = -752100.781791
  nChanged 10
		SP:Iteration 23Q (89033.430000 sec): 3 clusters
  Score: Raw -755021.763618 + Penalty 2918.678678 = -752103.084941
  nChanged 11
		SP:Iteration 24Q (89033.560000 sec): 3 clusters
  Score: Raw -755023.714049 + Penalty 2918.678678 = -752105.035372
  nChanged 9
		SP:Iteration 25Q (89033.690000 sec): 3 clusters
  Score: Raw -755025.271346 + Penalty 2918.678678 = -752106.592669
  nChanged 7
		SP:Iteration 26Q (89033.820000 sec): 3 clusters
  Score: Raw -755026.645139 + Penalty 2918.678678 = -752107.966461
  nChanged 5
		SP:Iteration 27Q (89033.950000 sec): 3 clusters
  Score: Raw -755027.831710 + Penalty 2918.678678 = -752109.153032
  nChanged 4
		SP:Iteration 28Q (89034.080000 sec): 3 clusters
  Score: Raw -755028.300439 + Penalty 2918.678678 = -752109.621761
  nChanged 2
		SP:Iteration 29Q (89034.210000 sec): 3 clusters
  Score: Raw -755028.466891 + Penalty 2918.678678 = -752109.788213
  nChanged 0
		SP:Iteration 30F (89034.340000 sec): 3 clusters
  Score: Raw -755028.466891 + Penalty 2918.678678 = -752109.788213
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89034.430000 sec): 2 clusters
  Score: Raw -560718.445782 + Penalty 1393.451259 = -559324.994524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89034.540000 sec): 3 clusters
  Score: Raw -557920.557524 + Penalty 2786.902518 = -555133.655006
  nChanged 2166
		SP:Iteration 1F (89034.640000 sec): 3 clusters
  Score: Raw -559099.076986 + Penalty 2786.902518 = -556312.174469
  nChanged 371
		SP:Iteration 2F (89034.740000 sec): 3 clusters
  Score: Raw -559273.688929 + Penalty 2786.902518 = -556486.786412
  nChanged 274
		SP:Iteration 3F (89034.850000 sec): 3 clusters
  Score: Raw -559403.010041 + Penalty 2786.902518 = -556616.107524
  nChanged 229
		SP:Iteration 4Q (89034.950000 sec): 3 clusters
  Score: Raw -559505.372872 + Penalty 2786.902518 = -556718.470354
  nChanged 193
		SP:Iteration 5Q (89035.050000 sec): 3 clusters
  Score: Raw -559587.704389 + Penalty 2786.902518 = -556800.801871
  nChanged 186
		SP:Iteration 6Q (89035.150000 sec): 3 clusters
  Score: Raw -559666.261510 + Penalty 2786.902518 = -556879.358993
  nChanged 156
		SP:Iteration 7Q (89035.260000 sec): 3 clusters
  Score: Raw -559736.153198 + Penalty 2786.902518 = -556949.250680
  nChanged 138
		SP:Iteration 8Q (89035.360000 sec): 3 clusters
  Score: Raw -559789.731539 + Penalty 2786.902518 = -557002.829021
  nChanged 111
		SP:Iteration 9Q (89035.470000 sec): 3 clusters
  Score: Raw -559827.505533 + Penalty 2786.902518 = -557040.603015
  nChanged 100
		SP:Iteration 10Q (89035.570000 sec): 3 clusters
  Score: Raw -559856.881375 + Penalty 2786.902518 = -557069.978857
  nChanged 82
		SP:Iteration 11Q (89035.670000 sec): 3 clusters
  Score: Raw -559887.417802 + Penalty 2786.902518 = -557100.515284
  nChanged 81
		SP:Iteration 12Q (89035.770000 sec): 3 clusters
  Score: Raw -559916.460796 + Penalty 2786.902518 = -557129.558278
  nChanged 85
		SP:Iteration 13Q (89035.880000 sec): 3 clusters
  Score: Raw -559944.966696 + Penalty 2786.902518 = -557158.064178
  nChanged 79
		SP:Iteration 14Q (89035.980000 sec): 3 clusters
  Score: Raw -559968.228249 + Penalty 2786.902518 = -557181.325732
  nChanged 61
		SP:Iteration 15Q (89036.080000 sec): 3 clusters
  Score: Raw -559984.747276 + Penalty 2786.902518 = -557197.844758
  nChanged 50
		SP:Iteration 16Q (89036.190000 sec): 3 clusters
  Score: Raw -559995.867355 + Penalty 2786.902518 = -557208.964837
  nChanged 40
		SP:Iteration 17Q (89036.290000 sec): 3 clusters
  Score: Raw -560005.600716 + Penalty 2786.902518 = -557218.698198
  nChanged 33
		SP:Iteration 18Q (89036.390000 sec): 3 clusters
  Score: Raw -560015.278486 + Penalty 2786.902518 = -557228.375968
  nChanged 41
		SP:Iteration 19Q (89036.490000 sec): 3 clusters
  Score: Raw -560027.770958 + Penalty 2786.902518 = -557240.868440
  nChanged 39
		SP:Iteration 20F (89036.600000 sec): 3 clusters
  Score: Raw -560039.196060 + Penalty 2786.902518 = -557252.293543
  nChanged 42
		SP:Iteration 21Q (89036.700000 sec): 3 clusters
  Score: Raw -560050.736744 + Penalty 2786.902518 = -557263.834227
  nChanged 35
		SP:Iteration 22Q (89036.800000 sec): 3 clusters
  Score: Raw -560059.373552 + Penalty 2786.902518 = -557272.471034
  nChanged 28
		SP:Iteration 23Q (89036.910000 sec): 3 clusters
  Score: Raw -560065.659089 + Penalty 2786.902518 = -557278.756571
  nChanged 26
		SP:Iteration 24Q (89037.010000 sec): 3 clusters
  Score: Raw -560072.977219 + Penalty 2786.902518 = -557286.074701
  nChanged 22
		SP:Iteration 25Q (89037.110000 sec): 3 clusters
  Score: Raw -560079.157720 + Penalty 2786.902518 = -557292.255202
  nChanged 22
		SP:Iteration 26Q (89037.210000 sec): 3 clusters
  Score: Raw -560083.768935 + Penalty 2786.902518 = -557296.866417
  nChanged 24
		SP:Iteration 27Q (89037.320000 sec): 3 clusters
  Score: Raw -560089.019604 + Penalty 2786.902518 = -557302.117086
  nChanged 15
		SP:Iteration 28Q (89037.420000 sec): 3 clusters
  Score: Raw -560092.053661 + Penalty 2786.902518 = -557305.151144
  nChanged 11
		SP:Iteration 29Q (89037.520000 sec): 3 clusters
  Score: Raw -560094.303837 + Penalty 2786.902518 = -557307.401319
  nChanged 14
		SP:Iteration 30Q (89037.630000 sec): 3 clusters
  Score: Raw -560096.831698 + Penalty 2786.902518 = -557309.929180
  nChanged 12
		SP:Iteration 31Q (89037.730000 sec): 3 clusters
  Score: Raw -560099.123746 + Penalty 2786.902518 = -557312.221228
  nChanged 9
		SP:Iteration 32Q (89037.830000 sec): 3 clusters
  Score: Raw -560100.626356 + Penalty 2786.902518 = -557313.723838
  nChanged 8
		SP:Iteration 33Q (89037.930000 sec): 3 clusters
  Score: Raw -560103.233756 + Penalty 2786.902518 = -557316.331238
  nChanged 10
		SP:Iteration 34Q (89038.040000 sec): 3 clusters
  Score: Raw -560104.877436 + Penalty 2786.902518 = -557317.974919
  nChanged 4
		SP:Iteration 35Q (89038.140000 sec): 3 clusters
  Score: Raw -560105.456845 + Penalty 2786.902518 = -557318.554327
  nChanged 0
		SP:Iteration 36F (89038.240000 sec): 3 clusters
  Score: Raw -560105.456845 + Penalty 2786.902518 = -557318.554327
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89038.300000 sec): 2 clusters
  Score: Raw -72161.980825 + Penalty 1093.596411 = -71068.384414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89038.310000 sec): 3 clusters
  Score: Raw -72006.795392 + Penalty 2187.192823 = -69819.602569
  nChanged 259
		SP:Iteration 1F (89038.330000 sec): 3 clusters
  Score: Raw -72332.089442 + Penalty 2187.192823 = -70144.896619
  nChanged 77
		SP:Iteration 2F (89038.350000 sec): 3 clusters
  Score: Raw -72451.426885 + Penalty 2187.192823 = -70264.234062
  nChanged 51
		SP:Iteration 3F (89038.370000 sec): 3 clusters
  Score: Raw -72552.007529 + Penalty 2187.192823 = -70364.814706
  nChanged 35
		SP:Iteration 4Q (89038.380000 sec): 3 clusters
  Score: Raw -72607.066090 + Penalty 2187.192823 = -70419.873267
  nChanged 26
		SP:Iteration 5Q (89038.400000 sec): 3 clusters
  Score: Raw -72645.529769 + Penalty 2187.192823 = -70458.336946
  nChanged 17
		SP:Iteration 6Q (89038.410000 sec): 3 clusters
  Score: Raw -72669.626019 + Penalty 2187.192823 = -70482.433196
  nChanged 12
		SP:Iteration 7Q (89038.430000 sec): 3 clusters
  Score: Raw -72686.933161 + Penalty 2187.192823 = -70499.740338
  nChanged 10
		SP:Iteration 8Q (89038.450000 sec): 3 clusters
  Score: Raw -72698.638756 + Penalty 2187.192823 = -70511.445933
  nChanged 9
		SP:Iteration 9Q (89038.460000 sec): 3 clusters
  Score: Raw -72712.864325 + Penalty 2187.192823 = -70525.671502
  nChanged 7
		SP:Iteration 10Q (89038.480000 sec): 3 clusters
  Score: Raw -72720.214593 + Penalty 2187.192823 = -70533.021770
  nChanged 6
		SP:Iteration 11Q (89038.500000 sec): 3 clusters
  Score: Raw -72725.498591 + Penalty 2187.192823 = -70538.305768
  nChanged 4
		SP:Iteration 12Q (89038.510000 sec): 3 clusters
  Score: Raw -72728.524810 + Penalty 2187.192823 = -70541.331987
  nChanged 3
		SP:Iteration 13Q (89038.530000 sec): 3 clusters
  Score: Raw -72732.389350 + Penalty 2187.192823 = -70545.196527
  nChanged 6
		SP:Iteration 14Q (89038.550000 sec): 3 clusters
  Score: Raw -72743.076182 + Penalty 2187.192823 = -70555.883359
  nChanged 9
		SP:Iteration 15Q (89038.560000 sec): 3 clusters
  Score: Raw -72759.677604 + Penalty 2187.192823 = -70572.484781
  nChanged 7
		SP:Iteration 16Q (89038.580000 sec): 3 clusters
  Score: Raw -72775.617062 + Penalty 2187.192823 = -70588.424239
  nChanged 6
		SP:Iteration 17Q (89038.590000 sec): 3 clusters
  Score: Raw -72784.638429 + Penalty 2187.192823 = -70597.445606
  nChanged 3
		SP:Iteration 18Q (89038.610000 sec): 3 clusters
  Score: Raw -72788.625032 + Penalty 2187.192823 = -70601.432209
  nChanged 7
		SP:Iteration 19Q (89038.630000 sec): 3 clusters
  Score: Raw -72797.879569 + Penalty 2187.192823 = -70610.686746
  nChanged 3
		SP:Iteration 20F (89038.650000 sec): 3 clusters
  Score: Raw -72800.367159 + Penalty 2187.192823 = -70613.174336
  nChanged 3
		SP:Iteration 21Q (89038.660000 sec): 3 clusters
  Score: Raw -72803.754745 + Penalty 2187.192823 = -70616.561923
  nChanged 3
		SP:Iteration 22Q (89038.680000 sec): 3 clusters
  Score: Raw -72806.322381 + Penalty 2187.192823 = -70619.129558
  nChanged 2
		SP:Iteration 23Q (89038.690000 sec): 3 clusters
  Score: Raw -72807.751774 + Penalty 2187.192823 = -70620.558951
  nChanged 1
		SP:Iteration 24Q (89038.710000 sec): 3 clusters
  Score: Raw -72808.190150 + Penalty 2187.192823 = -70620.997327
  nChanged 2
		SP:Iteration 25Q (89038.720000 sec): 3 clusters
  Score: Raw -72809.673093 + Penalty 2187.192823 = -70622.480270
  nChanged 0
		SP:Iteration 26F (89038.740000 sec): 3 clusters
  Score: Raw -72809.673093 + Penalty 2187.192823 = -70622.480270
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89038.900000 sec): 2 clusters
  Score: Raw -1356462.936104 + Penalty 1538.600437 = -1354924.335667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89039.100000 sec): 3 clusters
  Score: Raw -1348953.393965 + Penalty 3077.200874 = -1345876.193091
  nChanged 5696
		SP:Iteration 1F (89039.320000 sec): 3 clusters
  Score: Raw -1352143.272556 + Penalty 3077.200874 = -1349066.071682
  nChanged 864
		SP:Iteration 2F (89039.540000 sec): 3 clusters
  Score: Raw -1352689.450898 + Penalty 3077.200874 = -1349612.250024
  nChanged 941
		SP:Iteration 3F (89039.770000 sec): 3 clusters
  Score: Raw -1353358.107824 + Penalty 3077.200874 = -1350280.906950
  nChanged 987
		SP:Iteration 4F (89039.950000 sec): 3 clusters
  Score: Raw -1354055.974929 + Penalty 3077.200874 = -1350978.774055
  nChanged 874
		SP:Iteration 5F (89040.150000 sec): 3 clusters
  Score: Raw -1354616.616965 + Penalty 3077.200874 = -1351539.416092
  nChanged 713
		SP:Iteration 6F (89040.350000 sec): 3 clusters
  Score: Raw -1355011.890060 + Penalty 3077.200874 = -1351934.689187
  nChanged 544
		SP:Iteration 7Q (89040.560000 sec): 3 clusters
  Score: Raw -1355279.578765 + Penalty 3077.200874 = -1352202.377891
  nChanged 434
		SP:Iteration 8Q (89040.760000 sec): 3 clusters
  Score: Raw -1355469.698594 + Penalty 3077.200874 = -1352392.497720
  nChanged 343
		SP:Iteration 9Q (89040.990000 sec): 3 clusters
  Score: Raw -1355601.901400 + Penalty 3077.200874 = -1352524.700527
  nChanged 265
		SP:Iteration 10Q (89041.190000 sec): 3 clusters
  Score: Raw -1355695.861311 + Penalty 3077.200874 = -1352618.660438
  nChanged 214
		SP:Iteration 11Q (89041.380000 sec): 3 clusters
  Score: Raw -1355772.846281 + Penalty 3077.200874 = -1352695.645407
  nChanged 203
		SP:Iteration 12Q (89041.600000 sec): 3 clusters
  Score: Raw -1355846.249774 + Penalty 3077.200874 = -1352769.048900
  nChanged 179
		SP:Iteration 13Q (89041.830000 sec): 3 clusters
  Score: Raw -1355912.158848 + Penalty 3077.200874 = -1352834.957974
  nChanged 165
		SP:Iteration 14Q (89042.030000 sec): 3 clusters
  Score: Raw -1355971.140601 + Penalty 3077.200874 = -1352893.939727
  nChanged 144
		SP:Iteration 15Q (89042.260000 sec): 3 clusters
  Score: Raw -1356018.075409 + Penalty 3077.200874 = -1352940.874535
  nChanged 123
		SP:Iteration 16Q (89042.450000 sec): 3 clusters
  Score: Raw -1356059.141511 + Penalty 3077.200874 = -1352981.940638
  nChanged 123
		SP:Iteration 17Q (89042.660000 sec): 3 clusters
  Score: Raw -1356096.801185 + Penalty 3077.200874 = -1353019.600311
  nChanged 106
		SP:Iteration 18Q (89042.860000 sec): 3 clusters
  Score: Raw -1356130.691994 + Penalty 3077.200874 = -1353053.491120
  nChanged 89
		SP:Iteration 19Q (89043.070000 sec): 3 clusters
  Score: Raw -1356159.485094 + Penalty 3077.200874 = -1353082.284221
  nChanged 90
		SP:Iteration 20F (89043.270000 sec): 3 clusters
  Score: Raw -1356188.786777 + Penalty 3077.200874 = -1353111.585903
  nChanged 92
		SP:Iteration 21Q (89043.470000 sec): 3 clusters
  Score: Raw -1356225.808921 + Penalty 3077.200874 = -1353148.608047
  nChanged 101
		SP:Iteration 22Q (89043.680000 sec): 3 clusters
  Score: Raw -1356268.751145 + Penalty 3077.200874 = -1353191.550271
  nChanged 103
		SP:Iteration 23Q (89043.880000 sec): 3 clusters
  Score: Raw -1356319.152006 + Penalty 3077.200874 = -1353241.951132
  nChanged 97
		SP:Iteration 24Q (89044.100000 sec): 3 clusters
  Score: Raw -1356364.983770 + Penalty 3077.200874 = -1353287.782896
  nChanged 89
		SP:Iteration 25Q (89044.330000 sec): 3 clusters
  Score: Raw -1356405.061342 + Penalty 3077.200874 = -1353327.860469
  nChanged 75
		SP:Iteration 26Q (89044.530000 sec): 3 clusters
  Score: Raw -1356436.945630 + Penalty 3077.200874 = -1353359.744757
  nChanged 73
		SP:Iteration 27Q (89044.750000 sec): 3 clusters
  Score: Raw -1356470.405063 + Penalty 3077.200874 = -1353393.204190
  nChanged 67
		SP:Iteration 28Q (89044.940000 sec): 3 clusters
  Score: Raw -1356501.958601 + Penalty 3077.200874 = -1353424.757727
  nChanged 66
		SP:Iteration 29Q (89045.140000 sec): 3 clusters
  Score: Raw -1356534.162297 + Penalty 3077.200874 = -1353456.961424
  nChanged 44
		SP:Iteration 30Q (89045.330000 sec): 3 clusters
  Score: Raw -1356555.481855 + Penalty 3077.200874 = -1353478.280981
  nChanged 41
		SP:Iteration 31Q (89045.530000 sec): 3 clusters
  Score: Raw -1356576.325464 + Penalty 3077.200874 = -1353499.124590
  nChanged 42
		SP:Iteration 32Q (89045.740000 sec): 3 clusters
  Score: Raw -1356597.880033 + Penalty 3077.200874 = -1353520.679159
  nChanged 42
		SP:Iteration 33Q (89045.930000 sec): 3 clusters
  Score: Raw -1356620.277371 + Penalty 3077.200874 = -1353543.076497
  nChanged 30
		SP:Iteration 34Q (89046.120000 sec): 3 clusters
  Score: Raw -1356636.518961 + Penalty 3077.200874 = -1353559.318087
  nChanged 27
		SP:Iteration 35Q (89046.310000 sec): 3 clusters
  Score: Raw -1356649.474424 + Penalty 3077.200874 = -1353572.273551
  nChanged 26
		SP:Iteration 36Q (89046.510000 sec): 3 clusters
  Score: Raw -1356666.889458 + Penalty 3077.200874 = -1353589.688584
  nChanged 21
		SP:Iteration 37Q (89046.720000 sec): 3 clusters
  Score: Raw -1356679.644109 + Penalty 3077.200874 = -1353602.443235
  nChanged 14
		SP:Iteration 38Q (89046.900000 sec): 3 clusters
  Score: Raw -1356687.987038 + Penalty 3077.200874 = -1353610.786164
  nChanged 16
		SP:Iteration 39Q (89047.090000 sec): 3 clusters
  Score: Raw -1356694.989948 + Penalty 3077.200874 = -1353617.789074
  nChanged 15
		SP:Iteration 40F (89047.290000 sec): 3 clusters
  Score: Raw -1356704.397166 + Penalty 3077.200874 = -1353627.196293
  nChanged 10
		SP:Iteration 41Q (89047.480000 sec): 3 clusters
  Score: Raw -1356711.239456 + Penalty 3077.200874 = -1353634.038582
  nChanged 11
		SP:Iteration 42Q (89047.690000 sec): 3 clusters
  Score: Raw -1356716.156978 + Penalty 3077.200874 = -1353638.956104
  nChanged 8
		SP:Iteration 43Q (89047.870000 sec): 3 clusters
  Score: Raw -1356720.728009 + Penalty 3077.200874 = -1353643.527135
  nChanged 7
		SP:Iteration 44Q (89048.060000 sec): 3 clusters
  Score: Raw -1356725.372893 + Penalty 3077.200874 = -1353648.172020
  nChanged 10
		SP:Iteration 45Q (89048.250000 sec): 3 clusters
  Score: Raw -1356731.851044 + Penalty 3077.200874 = -1353654.650171
  nChanged 9
		SP:Iteration 46Q (89048.440000 sec): 3 clusters
  Score: Raw -1356735.656987 + Penalty 3077.200874 = -1353658.456113
  nChanged 5
		SP:Iteration 47Q (89048.620000 sec): 3 clusters
  Score: Raw -1356738.107531 + Penalty 3077.200874 = -1353660.906658
  nChanged 3
		SP:Iteration 48Q (89048.800000 sec): 3 clusters
  Score: Raw -1356739.054275 + Penalty 3077.200874 = -1353661.853402
  nChanged 2
		SP:Iteration 49Q (89048.990000 sec): 3 clusters
  Score: Raw -1356739.900646 + Penalty 3077.200874 = -1353662.699772
  nChanged 1
		SP:Iteration 50Q (89049.200000 sec): 3 clusters
  Score: Raw -1356740.330271 + Penalty 3077.200874 = -1353663.129397
  nChanged 3
		SP:Iteration 51Q (89049.370000 sec): 3 clusters
  Score: Raw -1356742.502570 + Penalty 3077.200874 = -1353665.301697
  nChanged 2
		SP:Iteration 52Q (89049.560000 sec): 3 clusters
  Score: Raw -1356743.432964 + Penalty 3077.200874 = -1353666.232091
  nChanged 0
		SP:Iteration 53F (89049.760000 sec): 3 clusters
  Score: Raw -1356743.432964 + Penalty 3077.200874 = -1353666.232091
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89049.840000 sec): 2 clusters
  Score: Raw -112464.761352 + Penalty 1167.008691 = -111297.752661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89049.870000 sec): 3 clusters
  Score: Raw -111950.371830 + Penalty 2334.017382 = -109616.354448
  nChanged 421
		SP:Iteration 1F (89049.900000 sec): 3 clusters
  Score: Raw -112355.159536 + Penalty 2334.017382 = -110021.142154
  nChanged 115
		SP:Iteration 2F (89049.930000 sec): 3 clusters
  Score: Raw -112505.654140 + Penalty 2334.017382 = -110171.636758
  nChanged 85
		SP:Iteration 3F (89049.960000 sec): 3 clusters
  Score: Raw -112612.463635 + Penalty 2334.017382 = -110278.446253
  nChanged 64
		SP:Iteration 4Q (89049.980000 sec): 3 clusters
  Score: Raw -112697.178188 + Penalty 2334.017382 = -110363.160806
  nChanged 51
		SP:Iteration 5Q (89050.010000 sec): 3 clusters
  Score: Raw -112750.085793 + Penalty 2334.017382 = -110416.068411
  nChanged 33
		SP:Iteration 6Q (89050.030000 sec): 3 clusters
  Score: Raw -112776.324709 + Penalty 2334.017382 = -110442.307327
  nChanged 26
		SP:Iteration 7Q (89050.060000 sec): 3 clusters
  Score: Raw -112797.649674 + Penalty 2334.017382 = -110463.632292
  nChanged 20
		SP:Iteration 8Q (89050.090000 sec): 3 clusters
  Score: Raw -112818.653752 + Penalty 2334.017382 = -110484.636370
  nChanged 18
		SP:Iteration 9Q (89050.110000 sec): 3 clusters
  Score: Raw -112838.107922 + Penalty 2334.017382 = -110504.090540
  nChanged 11
		SP:Iteration 10Q (89050.140000 sec): 3 clusters
  Score: Raw -112852.052978 + Penalty 2334.017382 = -110518.035596
  nChanged 13
		SP:Iteration 11Q (89050.170000 sec): 3 clusters
  Score: Raw -112861.286089 + Penalty 2334.017382 = -110527.268707
  nChanged 8
		SP:Iteration 12Q (89050.190000 sec): 3 clusters
  Score: Raw -112868.087914 + Penalty 2334.017382 = -110534.070532
  nChanged 7
		SP:Iteration 13Q (89050.210000 sec): 3 clusters
  Score: Raw -112873.107038 + Penalty 2334.017382 = -110539.089656
  nChanged 5
		SP:Iteration 14Q (89050.240000 sec): 3 clusters
  Score: Raw -112876.748056 + Penalty 2334.017382 = -110542.730674
  nChanged 4
		SP:Iteration 15Q (89050.270000 sec): 3 clusters
  Score: Raw -112880.250188 + Penalty 2334.017382 = -110546.232806
  nChanged 7
		SP:Iteration 16Q (89050.290000 sec): 3 clusters
  Score: Raw -112886.425405 + Penalty 2334.017382 = -110552.408023
  nChanged 7
		SP:Iteration 17Q (89050.320000 sec): 3 clusters
  Score: Raw -112893.635124 + Penalty 2334.017382 = -110559.617742
  nChanged 8
		SP:Iteration 18Q (89050.340000 sec): 3 clusters
  Score: Raw -112902.389413 + Penalty 2334.017382 = -110568.372031
  nChanged 9
		SP:Iteration 19Q (89050.370000 sec): 3 clusters
  Score: Raw -112909.180328 + Penalty 2334.017382 = -110575.162946
  nChanged 8
		SP:Iteration 20F (89050.390000 sec): 3 clusters
  Score: Raw -112913.756633 + Penalty 2334.017382 = -110579.739251
  nChanged 3
		SP:Iteration 21Q (89050.420000 sec): 3 clusters
  Score: Raw -112916.111375 + Penalty 2334.017382 = -110582.093993
  nChanged 4
		SP:Iteration 22Q (89050.450000 sec): 3 clusters
  Score: Raw -112919.263417 + Penalty 2334.017382 = -110585.246035
  nChanged 5
		SP:Iteration 23Q (89050.470000 sec): 3 clusters
  Score: Raw -112922.656062 + Penalty 2334.017382 = -110588.638680
  nChanged 6
		SP:Iteration 24Q (89050.500000 sec): 3 clusters
  Score: Raw -112927.841977 + Penalty 2334.017382 = -110593.824595
  nChanged 7
		SP:Iteration 25Q (89050.520000 sec): 3 clusters
  Score: Raw -112933.306833 + Penalty 2334.017382 = -110599.289451
  nChanged 6
		SP:Iteration 26Q (89050.550000 sec): 3 clusters
  Score: Raw -112939.389682 + Penalty 2334.017382 = -110605.372300
  nChanged 9
		SP:Iteration 27Q (89050.570000 sec): 3 clusters
  Score: Raw -112946.536819 + Penalty 2334.017382 = -110612.519437
  nChanged 7
		SP:Iteration 28Q (89050.600000 sec): 3 clusters
  Score: Raw -112953.606957 + Penalty 2334.017382 = -110619.589575
  nChanged 9
		SP:Iteration 29Q (89050.630000 sec): 3 clusters
  Score: Raw -112962.480992 + Penalty 2334.017382 = -110628.463610
  nChanged 9
		SP:Iteration 30Q (89050.650000 sec): 3 clusters
  Score: Raw -112970.010311 + Penalty 2334.017382 = -110635.992929
  nChanged 10
		SP:Iteration 31Q (89050.680000 sec): 3 clusters
  Score: Raw -112978.199398 + Penalty 2334.017382 = -110644.182016
  nChanged 4
		SP:Iteration 32Q (89050.700000 sec): 3 clusters
  Score: Raw -112982.565868 + Penalty 2334.017382 = -110648.548486
  nChanged 9
		SP:Iteration 33Q (89050.730000 sec): 3 clusters
  Score: Raw -112990.540584 + Penalty 2334.017382 = -110656.523202
  nChanged 6
		SP:Iteration 34Q (89050.750000 sec): 3 clusters
  Score: Raw -112993.099517 + Penalty 2334.017382 = -110659.082135
  nChanged 4
		SP:Iteration 35Q (89050.780000 sec): 3 clusters
  Score: Raw -112995.114503 + Penalty 2334.017382 = -110661.097121
  nChanged 4
		SP:Iteration 36Q (89050.800000 sec): 3 clusters
  Score: Raw -112996.948184 + Penalty 2334.017382 = -110662.930802
  nChanged 2
		SP:Iteration 37Q (89050.830000 sec): 3 clusters
  Score: Raw -113000.092960 + Penalty 2334.017382 = -110666.075578
  nChanged 5
		SP:Iteration 38Q (89050.850000 sec): 3 clusters
  Score: Raw -113006.654124 + Penalty 2334.017382 = -110672.636742
  nChanged 4
		SP:Iteration 39Q (89050.880000 sec): 3 clusters
  Score: Raw -113009.863063 + Penalty 2334.017382 = -110675.845681
  nChanged 4
		SP:Iteration 40F (89050.910000 sec): 3 clusters
  Score: Raw -113018.731872 + Penalty 2334.017382 = -110684.714490
  nChanged 5
		SP:Iteration 41Q (89050.930000 sec): 3 clusters
  Score: Raw -113025.517738 + Penalty 2334.017382 = -110691.500356
  nChanged 5
		SP:Iteration 42Q (89050.950000 sec): 3 clusters
  Score: Raw -113029.905147 + Penalty 2334.017382 = -110695.887765
  nChanged 3
		SP:Iteration 43Q (89050.980000 sec): 3 clusters
  Score: Raw -113032.584424 + Penalty 2334.017382 = -110698.567042
  nChanged 3
		SP:Iteration 44Q (89051.010000 sec): 3 clusters
  Score: Raw -113036.105500 + Penalty 2334.017382 = -110702.088118
  nChanged 5
		SP:Iteration 45Q (89051.030000 sec): 3 clusters
  Score: Raw -113041.330648 + Penalty 2334.017382 = -110707.313266
  nChanged 6
		SP:Iteration 46Q (89051.050000 sec): 3 clusters
  Score: Raw -113050.216774 + Penalty 2334.017382 = -110716.199392
  nChanged 8
		SP:Iteration 47Q (89051.080000 sec): 3 clusters
  Score: Raw -113061.592269 + Penalty 2334.017382 = -110727.574887
  nChanged 11
		SP:Iteration 48Q (89051.110000 sec): 3 clusters
  Score: Raw -113077.144074 + Penalty 2334.017382 = -110743.126692
  nChanged 11
		SP:Iteration 49Q (89051.130000 sec): 3 clusters
  Score: Raw -113088.652760 + Penalty 2334.017382 = -110754.635378
  nChanged 6
		SP:Iteration 50Q (89051.150000 sec): 3 clusters
  Score: Raw -113095.374241 + Penalty 2334.017382 = -110761.356859
  nChanged 6
		SP:Iteration 51Q (89051.180000 sec): 3 clusters
  Score: Raw -113100.725175 + Penalty 2334.017382 = -110766.707793
  nChanged 4
		SP:Iteration 52Q (89051.210000 sec): 3 clusters
  Score: Raw -113106.385302 + Penalty 2334.017382 = -110772.367920
  nChanged 3
		SP:Iteration 53Q (89051.230000 sec): 3 clusters
  Score: Raw -113109.071000 + Penalty 2334.017382 = -110775.053618
  nChanged 2
		SP:Iteration 54Q (89051.250000 sec): 3 clusters
  Score: Raw -113111.090576 + Penalty 2334.017382 = -110777.073194
  nChanged 0
		SP:Iteration 55F (89051.280000 sec): 3 clusters
  Score: Raw -113111.090576 + Penalty 2334.017382 = -110777.073194
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (4102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89051.380000 sec): 2 clusters
  Score: Raw -423537.262242 + Penalty 1351.874865 = -422185.387377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89051.570000 sec): 3 clusters
  Score: Raw -421454.855315 + Penalty 2703.749730 = -418751.105585
  nChanged 1596
		SP:Iteration 1F (89051.650000 sec): 3 clusters
  Score: Raw -422373.616119 + Penalty 2703.749730 = -419669.866389
  nChanged 307
		SP:Iteration 2F (89051.730000 sec): 3 clusters
  Score: Raw -422549.316794 + Penalty 2703.749730 = -419845.567064
  nChanged 216
		SP:Iteration 3F (89051.800000 sec): 3 clusters
  Score: Raw -422684.992490 + Penalty 2703.749730 = -419981.242760
  nChanged 188
		SP:Iteration 4Q (89051.880000 sec): 3 clusters
  Score: Raw -422791.544146 + Penalty 2703.749730 = -420087.794416
  nChanged 135
		SP:Iteration 5Q (89051.960000 sec): 3 clusters
  Score: Raw -422868.477427 + Penalty 2703.749730 = -420164.727697
  nChanged 131
		SP:Iteration 6Q (89052.040000 sec): 3 clusters
  Score: Raw -422936.061258 + Penalty 2703.749730 = -420232.311528
  nChanged 101
		SP:Iteration 7Q (89052.120000 sec): 3 clusters
  Score: Raw -422979.859661 + Penalty 2703.749730 = -420276.109931
  nChanged 83
		SP:Iteration 8Q (89052.200000 sec): 3 clusters
  Score: Raw -423017.896098 + Penalty 2703.749730 = -420314.146368
  nChanged 84
		SP:Iteration 9Q (89052.270000 sec): 3 clusters
  Score: Raw -423057.542473 + Penalty 2703.749730 = -420353.792743
  nChanged 83
		SP:Iteration 10Q (89052.350000 sec): 3 clusters
  Score: Raw -423099.368246 + Penalty 2703.749730 = -420395.618516
  nChanged 86
		SP:Iteration 11Q (89052.430000 sec): 3 clusters
  Score: Raw -423142.634420 + Penalty 2703.749730 = -420438.884690
  nChanged 87
		SP:Iteration 12Q (89052.510000 sec): 3 clusters
  Score: Raw -423181.837327 + Penalty 2703.749730 = -420478.087597
  nChanged 80
		SP:Iteration 13Q (89052.600000 sec): 3 clusters
  Score: Raw -423222.859295 + Penalty 2703.749730 = -420519.109565
  nChanged 85
		SP:Iteration 14Q (89052.680000 sec): 3 clusters
  Score: Raw -423269.506136 + Penalty 2703.749730 = -420565.756406
  nChanged 91
		SP:Iteration 15Q (89052.750000 sec): 3 clusters
  Score: Raw -423336.364567 + Penalty 2703.749730 = -420632.614837
  nChanged 119
		SP:Iteration 16Q (89052.830000 sec): 3 clusters
  Score: Raw -423421.756860 + Penalty 2703.749730 = -420718.007130
  nChanged 141
		SP:Iteration 17Q (89052.910000 sec): 3 clusters
  Score: Raw -423533.120163 + Penalty 2703.749730 = -420829.370433
  nChanged 126
		SP:Iteration 18Q (89052.990000 sec): 3 clusters
  Score: Raw -423640.214816 + Penalty 2703.749730 = -420936.465086
  nChanged 114
		SP:Iteration 19Q (89053.060000 sec): 3 clusters
  Score: Raw -423712.219533 + Penalty 2703.749730 = -421008.469803
  nChanged 82
		SP:Iteration 20F (89053.140000 sec): 3 clusters
  Score: Raw -423763.918281 + Penalty 2703.749730 = -421060.168551
  nChanged 72
		SP:Iteration 21Q (89053.210000 sec): 3 clusters
  Score: Raw -423815.439890 + Penalty 2703.749730 = -421111.690160
  nChanged 72
		SP:Iteration 22Q (89053.290000 sec): 3 clusters
  Score: Raw -423866.077004 + Penalty 2703.749730 = -421162.327274
  nChanged 66
		SP:Iteration 23Q (89053.360000 sec): 3 clusters
  Score: Raw -423910.554779 + Penalty 2703.749730 = -421206.805049
  nChanged 65
		SP:Iteration 24Q (89053.440000 sec): 3 clusters
  Score: Raw -423945.078844 + Penalty 2703.749730 = -421241.329113
  nChanged 48
		SP:Iteration 25Q (89053.520000 sec): 3 clusters
  Score: Raw -423967.031053 + Penalty 2703.749730 = -421263.281323
  nChanged 43
		SP:Iteration 26Q (89053.590000 sec): 3 clusters
  Score: Raw -423985.768850 + Penalty 2703.749730 = -421282.019120
  nChanged 27
		SP:Iteration 27Q (89053.670000 sec): 3 clusters
  Score: Raw -424001.389031 + Penalty 2703.749730 = -421297.639301
  nChanged 17
		SP:Iteration 28Q (89053.750000 sec): 3 clusters
  Score: Raw -424009.352474 + Penalty 2703.749730 = -421305.602744
  nChanged 26
		SP:Iteration 29Q (89053.820000 sec): 3 clusters
  Score: Raw -424021.144887 + Penalty 2703.749730 = -421317.395156
  nChanged 20
		SP:Iteration 30Q (89053.890000 sec): 3 clusters
  Score: Raw -424028.919690 + Penalty 2703.749730 = -421325.169959
  nChanged 13
		SP:Iteration 31Q (89053.970000 sec): 3 clusters
  Score: Raw -424032.712684 + Penalty 2703.749730 = -421328.962954
  nChanged 12
		SP:Iteration 32Q (89054.050000 sec): 3 clusters
  Score: Raw -424036.340117 + Penalty 2703.749730 = -421332.590387
  nChanged 10
		SP:Iteration 33Q (89054.120000 sec): 3 clusters
  Score: Raw -424041.036192 + Penalty 2703.749730 = -421337.286462
  nChanged 8
		SP:Iteration 34Q (89054.200000 sec): 3 clusters
  Score: Raw -424044.613400 + Penalty 2703.749730 = -421340.863670
  nChanged 11
		SP:Iteration 35Q (89054.270000 sec): 3 clusters
  Score: Raw -424048.757241 + Penalty 2703.749730 = -421345.007511
  nChanged 9
		SP:Iteration 36Q (89054.350000 sec): 3 clusters
  Score: Raw -424051.899755 + Penalty 2703.749730 = -421348.150024
  nChanged 4
		SP:Iteration 37Q (89054.420000 sec): 3 clusters
  Score: Raw -424053.270376 + Penalty 2703.749730 = -421349.520646
  nChanged 6
		SP:Iteration 38Q (89054.500000 sec): 3 clusters
  Score: Raw -424055.411990 + Penalty 2703.749730 = -421351.662260
  nChanged 5
		SP:Iteration 39Q (89054.570000 sec): 3 clusters
  Score: Raw -424056.193942 + Penalty 2703.749730 = -421352.444212
  nChanged 3
		SP:Iteration 40F (89054.650000 sec): 3 clusters
  Score: Raw -424056.746751 + Penalty 2703.749730 = -421352.997020
  nChanged 1
		SP:Iteration 41Q (89054.730000 sec): 3 clusters
  Score: Raw -424056.938725 + Penalty 2703.749730 = -421353.188995
  nChanged 0
		SP:Iteration 42F (89054.800000 sec): 3 clusters
  Score: Raw -424056.938725 + Penalty 2703.749730 = -421353.188995
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89054.870000 sec): 2 clusters
  Score: Raw -181462.300719 + Penalty 1225.005437 = -180237.295282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89054.900000 sec): 3 clusters
  Score: Raw -180668.864608 + Penalty 2450.010875 = -178218.853734
  nChanged 651
		SP:Iteration 1F (89054.940000 sec): 3 clusters
  Score: Raw -181103.710016 + Penalty 2450.010875 = -178653.699141
  nChanged 140
		SP:Iteration 2F (89054.970000 sec): 3 clusters
  Score: Raw -181231.008116 + Penalty 2450.010875 = -178780.997241
  nChanged 94
		SP:Iteration 3F (89055.010000 sec): 3 clusters
  Score: Raw -181289.507100 + Penalty 2450.010875 = -178839.496226
  nChanged 58
		SP:Iteration 4Q (89055.050000 sec): 3 clusters
  Score: Raw -181329.202661 + Penalty 2450.010875 = -178879.191786
  nChanged 49
		SP:Iteration 5Q (89055.090000 sec): 3 clusters
  Score: Raw -181355.332704 + Penalty 2450.010875 = -178905.321829
  nChanged 36
		SP:Iteration 6Q (89055.120000 sec): 3 clusters
  Score: Raw -181376.277464 + Penalty 2450.010875 = -178926.266589
  nChanged 28
		SP:Iteration 7Q (89055.160000 sec): 3 clusters
  Score: Raw -181393.840360 + Penalty 2450.010875 = -178943.829485
  nChanged 24
		SP:Iteration 8Q (89055.200000 sec): 3 clusters
  Score: Raw -181405.595943 + Penalty 2450.010875 = -178955.585068
  nChanged 19
		SP:Iteration 9Q (89055.230000 sec): 3 clusters
  Score: Raw -181415.300283 + Penalty 2450.010875 = -178965.289409
  nChanged 30
		SP:Iteration 10Q (89055.270000 sec): 3 clusters
  Score: Raw -181434.204604 + Penalty 2450.010875 = -178984.193729
  nChanged 31
		SP:Iteration 11Q (89055.310000 sec): 3 clusters
  Score: Raw -181455.396988 + Penalty 2450.010875 = -179005.386113
  nChanged 21
		SP:Iteration 12Q (89055.350000 sec): 3 clusters
  Score: Raw -181466.602051 + Penalty 2450.010875 = -179016.591176
  nChanged 23
		SP:Iteration 13Q (89055.380000 sec): 3 clusters
  Score: Raw -181479.347744 + Penalty 2450.010875 = -179029.336869
  nChanged 25
		SP:Iteration 14Q (89055.420000 sec): 3 clusters
  Score: Raw -181492.839894 + Penalty 2450.010875 = -179042.829019
  nChanged 17
		SP:Iteration 15Q (89055.460000 sec): 3 clusters
  Score: Raw -181505.080702 + Penalty 2450.010875 = -179055.069827
  nChanged 8
		SP:Iteration 16Q (89055.490000 sec): 3 clusters
  Score: Raw -181510.733002 + Penalty 2450.010875 = -179060.722127
  nChanged 10
		SP:Iteration 17Q (89055.530000 sec): 3 clusters
  Score: Raw -181516.122105 + Penalty 2450.010875 = -179066.111230
  nChanged 8
		SP:Iteration 18Q (89055.570000 sec): 3 clusters
  Score: Raw -181521.240262 + Penalty 2450.010875 = -179071.229388
  nChanged 8
		SP:Iteration 19Q (89055.600000 sec): 3 clusters
  Score: Raw -181525.229924 + Penalty 2450.010875 = -179075.219049
  nChanged 2
		SP:Iteration 20F (89055.640000 sec): 3 clusters
  Score: Raw -181526.395721 + Penalty 2450.010875 = -179076.384847
  nChanged 3
		SP:Iteration 21Q (89055.680000 sec): 3 clusters
  Score: Raw -181527.355068 + Penalty 2450.010875 = -179077.344193
  nChanged 4
		SP:Iteration 22Q (89055.710000 sec): 3 clusters
  Score: Raw -181529.156835 + Penalty 2450.010875 = -179079.145960
  nChanged 3
		SP:Iteration 23Q (89055.750000 sec): 3 clusters
  Score: Raw -181530.968588 + Penalty 2450.010875 = -179080.957713
  nChanged 3
		SP:Iteration 24Q (89055.790000 sec): 3 clusters
  Score: Raw -181532.194689 + Penalty 2450.010875 = -179082.183814
  nChanged 2
		SP:Iteration 25Q (89055.820000 sec): 3 clusters
  Score: Raw -181533.302794 + Penalty 2450.010875 = -179083.291919
  nChanged 2
		SP:Iteration 26Q (89055.860000 sec): 3 clusters
  Score: Raw -181534.912816 + Penalty 2450.010875 = -179084.901942
  nChanged 2
		SP:Iteration 27Q (89055.900000 sec): 3 clusters
  Score: Raw -181535.689324 + Penalty 2450.010875 = -179085.678449
  nChanged 3
		SP:Iteration 28Q (89055.930000 sec): 3 clusters
  Score: Raw -181536.518256 + Penalty 2450.010875 = -179086.507382
  nChanged 0
		SP:Iteration 29F (89055.970000 sec): 3 clusters
  Score: Raw -181536.518256 + Penalty 2450.010875 = -179086.507382
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (8366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89056.080000 sec): 2 clusters
  Score: Raw -711846.963810 + Penalty 1467.688812 = -710379.274998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89056.240000 sec): 3 clusters
  Score: Raw -707163.119253 + Penalty 2935.377624 = -704227.741628
  nChanged 3518
		SP:Iteration 1F (89056.390000 sec): 3 clusters
  Score: Raw -709187.714134 + Penalty 2935.377624 = -706252.336509
  nChanged 628
		SP:Iteration 2F (89056.530000 sec): 3 clusters
  Score: Raw -709534.065368 + Penalty 2935.377624 = -706598.687744
  nChanged 515
		SP:Iteration 3F (89056.650000 sec): 3 clusters
  Score: Raw -709794.607715 + Penalty 2935.377624 = -706859.230091
  nChanged 431
		SP:Iteration 4F (89056.780000 sec): 3 clusters
  Score: Raw -709997.560982 + Penalty 2935.377624 = -707062.183358
  nChanged 348
		SP:Iteration 5Q (89056.920000 sec): 3 clusters
  Score: Raw -710158.008953 + Penalty 2935.377624 = -707222.631329
  nChanged 295
		SP:Iteration 6Q (89057.060000 sec): 3 clusters
  Score: Raw -710300.020473 + Penalty 2935.377624 = -707364.642848
  nChanged 283
		SP:Iteration 7Q (89057.210000 sec): 3 clusters
  Score: Raw -710427.963356 + Penalty 2935.377624 = -707492.585732
  nChanged 275
		SP:Iteration 8Q (89057.350000 sec): 3 clusters
  Score: Raw -710544.273896 + Penalty 2935.377624 = -707608.896271
  nChanged 246
		SP:Iteration 9Q (89057.490000 sec): 3 clusters
  Score: Raw -710646.849311 + Penalty 2935.377624 = -707711.471686
  nChanged 227
		SP:Iteration 10Q (89057.630000 sec): 3 clusters
  Score: Raw -710737.600862 + Penalty 2935.377624 = -707802.223238
  nChanged 205
		SP:Iteration 11Q (89057.760000 sec): 3 clusters
  Score: Raw -710829.566509 + Penalty 2935.377624 = -707894.188884
  nChanged 213
		SP:Iteration 12Q (89057.900000 sec): 3 clusters
  Score: Raw -710919.730683 + Penalty 2935.377624 = -707984.353059
  nChanged 199
		SP:Iteration 13Q (89058.040000 sec): 3 clusters
  Score: Raw -710993.814871 + Penalty 2935.377624 = -708058.437247
  nChanged 158
		SP:Iteration 14Q (89058.180000 sec): 3 clusters
  Score: Raw -711046.289348 + Penalty 2935.377624 = -708110.911723
  nChanged 145
		SP:Iteration 15Q (89058.320000 sec): 3 clusters
  Score: Raw -711091.190135 + Penalty 2935.377624 = -708155.812511
  nChanged 118
		SP:Iteration 16Q (89058.460000 sec): 3 clusters
  Score: Raw -711131.778218 + Penalty 2935.377624 = -708196.400593
  nChanged 122
		SP:Iteration 17Q (89058.600000 sec): 3 clusters
  Score: Raw -711176.579714 + Penalty 2935.377624 = -708241.202090
  nChanged 151
		SP:Iteration 18Q (89058.720000 sec): 3 clusters
  Score: Raw -711232.788108 + Penalty 2935.377624 = -708297.410484
  nChanged 143
		SP:Iteration 19Q (89058.860000 sec): 3 clusters
  Score: Raw -711284.061243 + Penalty 2935.377624 = -708348.683619
  nChanged 137
		SP:Iteration 20F (89059.000000 sec): 3 clusters
  Score: Raw -711333.975298 + Penalty 2935.377624 = -708398.597673
  nChanged 144
		SP:Iteration 21Q (89059.140000 sec): 3 clusters
  Score: Raw -711385.001199 + Penalty 2935.377624 = -708449.623575
  nChanged 141
		SP:Iteration 22Q (89059.280000 sec): 3 clusters
  Score: Raw -711429.378537 + Penalty 2935.377624 = -708494.000913
  nChanged 118
		SP:Iteration 23Q (89059.420000 sec): 3 clusters
  Score: Raw -711464.289747 + Penalty 2935.377624 = -708528.912123
  nChanged 101
		SP:Iteration 24Q (89059.560000 sec): 3 clusters
  Score: Raw -711492.335889 + Penalty 2935.377624 = -708556.958264
  nChanged 82
		SP:Iteration 25Q (89059.690000 sec): 3 clusters
  Score: Raw -711515.876541 + Penalty 2935.377624 = -708580.498917
  nChanged 90
		SP:Iteration 26Q (89059.820000 sec): 3 clusters
  Score: Raw -711542.308260 + Penalty 2935.377624 = -708606.930635
  nChanged 84
		SP:Iteration 27Q (89059.960000 sec): 3 clusters
  Score: Raw -711567.912155 + Penalty 2935.377624 = -708632.534531
  nChanged 79
		SP:Iteration 28Q (89060.100000 sec): 3 clusters
  Score: Raw -711589.585801 + Penalty 2935.377624 = -708654.208176
  nChanged 64
		SP:Iteration 29Q (89060.240000 sec): 3 clusters
  Score: Raw -711606.325636 + Penalty 2935.377624 = -708670.948012
  nChanged 65
		SP:Iteration 30Q (89060.380000 sec): 3 clusters
  Score: Raw -711624.628984 + Penalty 2935.377624 = -708689.251359
  nChanged 68
		SP:Iteration 31Q (89060.520000 sec): 3 clusters
  Score: Raw -711639.324730 + Penalty 2935.377624 = -708703.947106
  nChanged 48
		SP:Iteration 32Q (89060.650000 sec): 3 clusters
  Score: Raw -711649.843836 + Penalty 2935.377624 = -708714.466211
  nChanged 33
		SP:Iteration 33Q (89060.770000 sec): 3 clusters
  Score: Raw -711657.503757 + Penalty 2935.377624 = -708722.126133
  nChanged 35
		SP:Iteration 34Q (89060.910000 sec): 3 clusters
  Score: Raw -711665.731516 + Penalty 2935.377624 = -708730.353892
  nChanged 32
		SP:Iteration 35Q (89061.050000 sec): 3 clusters
  Score: Raw -711672.143414 + Penalty 2935.377624 = -708736.765790
  nChanged 24
		SP:Iteration 36Q (89061.190000 sec): 3 clusters
  Score: Raw -711676.966761 + Penalty 2935.377624 = -708741.589137
  nChanged 30
		SP:Iteration 37Q (89061.320000 sec): 3 clusters
  Score: Raw -711685.247227 + Penalty 2935.377624 = -708749.869603
  nChanged 31
		SP:Iteration 38Q (89061.460000 sec): 3 clusters
  Score: Raw -711693.469861 + Penalty 2935.377624 = -708758.092236
  nChanged 37
		SP:Iteration 39Q (89061.600000 sec): 3 clusters
  Score: Raw -711703.479647 + Penalty 2935.377624 = -708768.102023
  nChanged 35
		SP:Iteration 40F (89061.740000 sec): 3 clusters
  Score: Raw -711712.302768 + Penalty 2935.377624 = -708776.925143
  nChanged 37
		SP:Iteration 41Q (89061.860000 sec): 3 clusters
  Score: Raw -711721.163955 + Penalty 2935.377624 = -708785.786330
  nChanged 40
		SP:Iteration 42Q (89061.990000 sec): 3 clusters
  Score: Raw -711729.863995 + Penalty 2935.377624 = -708794.486371
  nChanged 36
		SP:Iteration 43Q (89062.130000 sec): 3 clusters
  Score: Raw -711736.831473 + Penalty 2935.377624 = -708801.453848
  nChanged 31
		SP:Iteration 44Q (89062.260000 sec): 3 clusters
  Score: Raw -711744.416985 + Penalty 2935.377624 = -708809.039361
  nChanged 41
		SP:Iteration 45Q (89062.400000 sec): 3 clusters
  Score: Raw -711755.155694 + Penalty 2935.377624 = -708819.778069
  nChanged 48
		SP:Iteration 46Q (89062.540000 sec): 3 clusters
  Score: Raw -711767.805120 + Penalty 2935.377624 = -708832.427495
  nChanged 51
		SP:Iteration 47Q (89062.680000 sec): 3 clusters
  Score: Raw -711782.394952 + Penalty 2935.377624 = -708847.017328
  nChanged 53
		SP:Iteration 48Q (89062.810000 sec): 3 clusters
  Score: Raw -711796.255959 + Penalty 2935.377624 = -708860.878335
  nChanged 50
		SP:Iteration 49Q (89062.940000 sec): 3 clusters
  Score: Raw -711806.982612 + Penalty 2935.377624 = -708871.604987
  nChanged 39
		SP:Iteration 50Q (89063.070000 sec): 3 clusters
  Score: Raw -711817.858909 + Penalty 2935.377624 = -708882.481284
  nChanged 43
		SP:Iteration 51Q (89063.210000 sec): 3 clusters
  Score: Raw -711828.448755 + Penalty 2935.377624 = -708893.071130
  nChanged 44
		SP:Iteration 52Q (89063.340000 sec): 3 clusters
  Score: Raw -711837.871907 + Penalty 2935.377624 = -708902.494283
  nChanged 32
		SP:Iteration 53Q (89063.480000 sec): 3 clusters
  Score: Raw -711844.683656 + Penalty 2935.377624 = -708909.306032
  nChanged 25
		SP:Iteration 54Q (89063.620000 sec): 3 clusters
  Score: Raw -711850.090701 + Penalty 2935.377624 = -708914.713077
  nChanged 21
		SP:Iteration 55Q (89063.760000 sec): 3 clusters
  Score: Raw -711855.969525 + Penalty 2935.377624 = -708920.591900
  nChanged 29
		SP:Iteration 56Q (89063.890000 sec): 3 clusters
  Score: Raw -711863.006633 + Penalty 2935.377624 = -708927.629008
  nChanged 19
		SP:Iteration 57Q (89064.010000 sec): 3 clusters
  Score: Raw -711867.379637 + Penalty 2935.377624 = -708932.002012
  nChanged 20
		SP:Iteration 58Q (89064.150000 sec): 3 clusters
  Score: Raw -711871.307300 + Penalty 2935.377624 = -708935.929676
  nChanged 21
		SP:Iteration 59Q (89064.280000 sec): 3 clusters
  Score: Raw -711875.713440 + Penalty 2935.377624 = -708940.335816
  nChanged 17
		SP:Iteration 60F (89064.420000 sec): 3 clusters
  Score: Raw -711879.372517 + Penalty 2935.377624 = -708943.994893
  nChanged 20
		SP:Iteration 61Q (89064.560000 sec): 3 clusters
  Score: Raw -711883.124157 + Penalty 2935.377624 = -708947.746533
  nChanged 21
		SP:Iteration 62Q (89064.690000 sec): 3 clusters
  Score: Raw -711887.552373 + Penalty 2935.377624 = -708952.174748
  nChanged 19
		SP:Iteration 63Q (89064.830000 sec): 3 clusters
  Score: Raw -711890.879654 + Penalty 2935.377624 = -708955.502030
  nChanged 16
		SP:Iteration 64Q (89064.970000 sec): 3 clusters
  Score: Raw -711893.691828 + Penalty 2935.377624 = -708958.314203
  nChanged 13
		SP:Iteration 65Q (89065.100000 sec): 3 clusters
  Score: Raw -711895.364137 + Penalty 2935.377624 = -708959.986512
  nChanged 5
		SP:Iteration 66Q (89065.220000 sec): 3 clusters
  Score: Raw -711896.498133 + Penalty 2935.377624 = -708961.120508
  nChanged 8
		SP:Iteration 67Q (89065.360000 sec): 3 clusters
  Score: Raw -711898.058797 + Penalty 2935.377624 = -708962.681172
  nChanged 9
		SP:Iteration 68Q (89065.500000 sec): 3 clusters
  Score: Raw -711899.450979 + Penalty 2935.377624 = -708964.073354
  nChanged 9
		SP:Iteration 69Q (89065.640000 sec): 3 clusters
  Score: Raw -711901.043836 + Penalty 2935.377624 = -708965.666212
  nChanged 8
		SP:Iteration 70Q (89065.770000 sec): 3 clusters
  Score: Raw -711902.213242 + Penalty 2935.377624 = -708966.835617
  nChanged 8
		SP:Iteration 71Q (89065.910000 sec): 3 clusters
  Score: Raw -711903.197428 + Penalty 2935.377624 = -708967.819804
  nChanged 12
		SP:Iteration 72Q (89066.050000 sec): 3 clusters
  Score: Raw -711905.109545 + Penalty 2935.377624 = -708969.731920
  nChanged 10
		SP:Iteration 73Q (89066.180000 sec): 3 clusters
  Score: Raw -711907.253797 + Penalty 2935.377624 = -708971.876173
  nChanged 16
		SP:Iteration 74Q (89066.310000 sec): 3 clusters
  Score: Raw -711909.580723 + Penalty 2935.377624 = -708974.203099
  nChanged 16
		SP:Iteration 75Q (89066.440000 sec): 3 clusters
  Score: Raw -711913.059552 + Penalty 2935.377624 = -708977.681928
  nChanged 16
		SP:Iteration 76Q (89066.560000 sec): 3 clusters
  Score: Raw -711916.527131 + Penalty 2935.377624 = -708981.149506
  nChanged 15
		SP:Iteration 77Q (89066.700000 sec): 3 clusters
  Score: Raw -711918.861068 + Penalty 2935.377624 = -708983.483443
  nChanged 14
		SP:Iteration 78Q (89066.840000 sec): 3 clusters
  Score: Raw -711922.251680 + Penalty 2935.377624 = -708986.874055
  nChanged 23
		SP:Iteration 79Q (89066.980000 sec): 3 clusters
  Score: Raw -711927.919833 + Penalty 2935.377624 = -708992.542208
  nChanged 20
		SP:Iteration 80F (89067.110000 sec): 3 clusters
  Score: Raw -711932.736956 + Penalty 2935.377624 = -708997.359332
  nChanged 13
		SP:Iteration 81Q (89067.250000 sec): 3 clusters
  Score: Raw -711935.349203 + Penalty 2935.377624 = -708999.971578
  nChanged 14
		SP:Iteration 82Q (89067.390000 sec): 3 clusters
  Score: Raw -711938.507832 + Penalty 2935.377624 = -709003.130208
  nChanged 13
		SP:Iteration 83Q (89067.520000 sec): 3 clusters
  Score: Raw -711940.800033 + Penalty 2935.377624 = -709005.422408
  nChanged 12
		SP:Iteration 84Q (89067.640000 sec): 3 clusters
  Score: Raw -711942.888741 + Penalty 2935.377624 = -709007.511117
  nChanged 12
		SP:Iteration 85Q (89067.760000 sec): 3 clusters
  Score: Raw -711945.467882 + Penalty 2935.377624 = -709010.090258
  nChanged 17
		SP:Iteration 86Q (89067.900000 sec): 3 clusters
  Score: Raw -711948.875038 + Penalty 2935.377624 = -709013.497413
  nChanged 19
		SP:Iteration 87Q (89068.040000 sec): 3 clusters
  Score: Raw -711954.888588 + Penalty 2935.377624 = -709019.510964
  nChanged 20
		SP:Iteration 88Q (89068.170000 sec): 3 clusters
  Score: Raw -711961.542393 + Penalty 2935.377624 = -709026.164769
  nChanged 20
		SP:Iteration 89Q (89068.300000 sec): 3 clusters
  Score: Raw -711967.180896 + Penalty 2935.377624 = -709031.803272
  nChanged 22
		SP:Iteration 90Q (89068.440000 sec): 3 clusters
  Score: Raw -711973.941187 + Penalty 2935.377624 = -709038.563563
  nChanged 22
		SP:Iteration 91Q (89068.580000 sec): 3 clusters
  Score: Raw -711979.306880 + Penalty 2935.377624 = -709043.929255
  nChanged 17
		SP:Iteration 92Q (89068.710000 sec): 3 clusters
  Score: Raw -711982.326649 + Penalty 2935.377624 = -709046.949024
  nChanged 19
		SP:Iteration 93Q (89068.830000 sec): 3 clusters
  Score: Raw -711985.633944 + Penalty 2935.377624 = -709050.256320
  nChanged 21
		SP:Iteration 94Q (89068.960000 sec): 3 clusters
  Score: Raw -711988.814335 + Penalty 2935.377624 = -709053.436711
  nChanged 22
		SP:Iteration 95Q (89069.100000 sec): 3 clusters
  Score: Raw -711993.205068 + Penalty 2935.377624 = -709057.827443
  nChanged 22
		SP:Iteration 96Q (89069.230000 sec): 3 clusters
  Score: Raw -711997.169163 + Penalty 2935.377624 = -709061.791538
  nChanged 20
		SP:Iteration 97Q (89069.370000 sec): 3 clusters
  Score: Raw -712002.051548 + Penalty 2935.377624 = -709066.673924
  nChanged 21
		SP:Iteration 98Q (89069.500000 sec): 3 clusters
  Score: Raw -712008.085159 + Penalty 2935.377624 = -709072.707535
  nChanged 24
		SP:Iteration 99Q (89069.640000 sec): 3 clusters
  Score: Raw -712014.980606 + Penalty 2935.377624 = -709079.602982
  nChanged 33
		SP:Iteration 100F (89069.780000 sec): 3 clusters
  Score: Raw -712025.567167 + Penalty 2935.377624 = -709090.189542
  nChanged 39
		SP:Iteration 101Q (89069.910000 sec): 3 clusters
  Score: Raw -712037.099235 + Penalty 2935.377624 = -709101.721610
  nChanged 32
		SP:Iteration 102Q (89070.040000 sec): 3 clusters
  Score: Raw -712045.008431 + Penalty 2935.377624 = -709109.630807
  nChanged 26
		SP:Iteration 103Q (89070.160000 sec): 3 clusters
  Score: Raw -712052.820274 + Penalty 2935.377624 = -709117.442650
  nChanged 27
		SP:Iteration 104Q (89070.290000 sec): 3 clusters
  Score: Raw -712060.239173 + Penalty 2935.377624 = -709124.861549
  nChanged 24
		SP:Iteration 105Q (89070.420000 sec): 3 clusters
  Score: Raw -712067.478648 + Penalty 2935.377624 = -709132.101023
  nChanged 22
		SP:Iteration 106Q (89070.560000 sec): 3 clusters
  Score: Raw -712072.811289 + Penalty 2935.377624 = -709137.433664
  nChanged 14
		SP:Iteration 107Q (89070.700000 sec): 3 clusters
  Score: Raw -712075.231162 + Penalty 2935.377624 = -709139.853538
  nChanged 13
		SP:Iteration 108Q (89070.830000 sec): 3 clusters
  Score: Raw -712079.042956 + Penalty 2935.377624 = -709143.665332
  nChanged 12
		SP:Iteration 109Q (89070.960000 sec): 3 clusters
  Score: Raw -712081.862047 + Penalty 2935.377624 = -709146.484423
  nChanged 10
		SP:Iteration 110Q (89071.100000 sec): 3 clusters
  Score: Raw -712084.000203 + Penalty 2935.377624 = -709148.622578
  nChanged 8
		SP:Iteration 111Q (89071.230000 sec): 3 clusters
  Score: Raw -712085.493623 + Penalty 2935.377624 = -709150.115998
  nChanged 14
		SP:Iteration 112Q (89071.360000 sec): 3 clusters
  Score: Raw -712090.665249 + Penalty 2935.377624 = -709155.287624
  nChanged 10
		SP:Iteration 113Q (89071.480000 sec): 3 clusters
  Score: Raw -712092.301654 + Penalty 2935.377624 = -709156.924029
  nChanged 11
		SP:Iteration 114Q (89071.610000 sec): 3 clusters
  Score: Raw -712095.636688 + Penalty 2935.377624 = -709160.259064
  nChanged 9
		SP:Iteration 115Q (89071.750000 sec): 3 clusters
  Score: Raw -712098.629688 + Penalty 2935.377624 = -709163.252063
  nChanged 13
		SP:Iteration 116Q (89071.880000 sec): 3 clusters
  Score: Raw -712102.040985 + Penalty 2935.377624 = -709166.663360
  nChanged 14
		SP:Iteration 117Q (89072.010000 sec): 3 clusters
  Score: Raw -712106.098330 + Penalty 2935.377624 = -709170.720706
  nChanged 16
		SP:Iteration 118Q (89072.150000 sec): 3 clusters
  Score: Raw -712109.229345 + Penalty 2935.377624 = -709173.851721
  nChanged 10
		SP:Iteration 119Q (89072.280000 sec): 3 clusters
  Score: Raw -712111.173496 + Penalty 2935.377624 = -709175.795871
  nChanged 10
		SP:Iteration 120F (89072.420000 sec): 3 clusters
  Score: Raw -712114.267619 + Penalty 2935.377624 = -709178.889995
  nChanged 9
		SP:Iteration 121Q (89072.550000 sec): 3 clusters
  Score: Raw -712117.381229 + Penalty 2935.377624 = -709182.003605
  nChanged 12
		SP:Iteration 122Q (89072.680000 sec): 3 clusters
  Score: Raw -712120.899176 + Penalty 2935.377624 = -709185.521551
  nChanged 11
		SP:Iteration 123Q (89072.810000 sec): 3 clusters
  Score: Raw -712123.140313 + Penalty 2935.377624 = -709187.762688
  nChanged 8
		SP:Iteration 124Q (89072.930000 sec): 3 clusters
  Score: Raw -712124.473457 + Penalty 2935.377624 = -709189.095833
  nChanged 6
		SP:Iteration 125Q (89073.050000 sec): 3 clusters
  Score: Raw -712125.728063 + Penalty 2935.377624 = -709190.350439
  nChanged 6
		SP:Iteration 126Q (89073.180000 sec): 3 clusters
  Score: Raw -712126.857336 + Penalty 2935.377624 = -709191.479712
  nChanged 5
		SP:Iteration 127Q (89073.320000 sec): 3 clusters
  Score: Raw -712128.056013 + Penalty 2935.377624 = -709192.678389
  nChanged 9
		SP:Iteration 128Q (89073.450000 sec): 3 clusters
  Score: Raw -712129.630926 + Penalty 2935.377624 = -709194.253302
  nChanged 5
		SP:Iteration 129Q (89073.590000 sec): 3 clusters
  Score: Raw -712130.090250 + Penalty 2935.377624 = -709194.712625
  nChanged 3
		SP:Iteration 130Q (89073.720000 sec): 3 clusters
  Score: Raw -712130.656787 + Penalty 2935.377624 = -709195.279162
  nChanged 3
		SP:Iteration 131Q (89073.850000 sec): 3 clusters
  Score: Raw -712131.566089 + Penalty 2935.377624 = -709196.188464
  nChanged 4
		SP:Iteration 132Q (89073.990000 sec): 3 clusters
  Score: Raw -712132.527605 + Penalty 2935.377624 = -709197.149981
  nChanged 5
		SP:Iteration 133Q (89074.120000 sec): 3 clusters
  Score: Raw -712133.805330 + Penalty 2935.377624 = -709198.427705
  nChanged 5
		SP:Iteration 134Q (89074.250000 sec): 3 clusters
  Score: Raw -712135.036560 + Penalty 2935.377624 = -709199.658936
  nChanged 4
		SP:Iteration 135Q (89074.370000 sec): 3 clusters
  Score: Raw -712135.674909 + Penalty 2935.377624 = -709200.297285
  nChanged 2
		SP:Iteration 136Q (89074.490000 sec): 3 clusters
  Score: Raw -712135.930015 + Penalty 2935.377624 = -709200.552391
  nChanged 2
		SP:Iteration 137Q (89074.630000 sec): 3 clusters
  Score: Raw -712136.128229 + Penalty 2935.377624 = -709200.750604
  nChanged 0
		SP:Iteration 138F (89074.770000 sec): 3 clusters
  Score: Raw -712136.128229 + Penalty 2935.377624 = -709200.750604
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89074.840000 sec): 2 clusters
  Score: Raw -238969.593294 + Penalty 1260.937299 = -237708.655994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89074.900000 sec): 3 clusters
  Score: Raw -237900.773512 + Penalty 2521.874599 = -235378.898913
  nChanged 840
		SP:Iteration 1F (89074.950000 sec): 3 clusters
  Score: Raw -238425.194206 + Penalty 2521.874599 = -235903.319607
  nChanged 196
		SP:Iteration 2F (89075.010000 sec): 3 clusters
  Score: Raw -238576.828175 + Penalty 2521.874599 = -236054.953576
  nChanged 122
		SP:Iteration 3F (89075.050000 sec): 3 clusters
  Score: Raw -238673.993880 + Penalty 2521.874599 = -236152.119281
  nChanged 102
		SP:Iteration 4Q (89075.100000 sec): 3 clusters
  Score: Raw -238758.983268 + Penalty 2521.874599 = -236237.108669
  nChanged 95
		SP:Iteration 5Q (89075.150000 sec): 3 clusters
  Score: Raw -238826.347824 + Penalty 2521.874599 = -236304.473225
  nChanged 66
		SP:Iteration 6Q (89075.190000 sec): 3 clusters
  Score: Raw -238876.427230 + Penalty 2521.874599 = -236354.552631
  nChanged 57
		SP:Iteration 7Q (89075.240000 sec): 3 clusters
  Score: Raw -238914.241681 + Penalty 2521.874599 = -236392.367082
  nChanged 42
		SP:Iteration 8Q (89075.290000 sec): 3 clusters
  Score: Raw -238939.460374 + Penalty 2521.874599 = -236417.585775
  nChanged 38
		SP:Iteration 9Q (89075.340000 sec): 3 clusters
  Score: Raw -238970.415221 + Penalty 2521.874599 = -236448.540622
  nChanged 38
		SP:Iteration 10Q (89075.390000 sec): 3 clusters
  Score: Raw -238995.671674 + Penalty 2521.874599 = -236473.797075
  nChanged 39
		SP:Iteration 11Q (89075.430000 sec): 3 clusters
  Score: Raw -239022.750899 + Penalty 2521.874599 = -236500.876300
  nChanged 33
		SP:Iteration 12Q (89075.480000 sec): 3 clusters
  Score: Raw -239041.605317 + Penalty 2521.874599 = -236519.730718
  nChanged 31
		SP:Iteration 13Q (89075.530000 sec): 3 clusters
  Score: Raw -239058.409758 + Penalty 2521.874599 = -236536.535159
  nChanged 29
		SP:Iteration 14Q (89075.570000 sec): 3 clusters
  Score: Raw -239076.704164 + Penalty 2521.874599 = -236554.829565
  nChanged 28
		SP:Iteration 15Q (89075.620000 sec): 3 clusters
  Score: Raw -239091.573752 + Penalty 2521.874599 = -236569.699153
  nChanged 21
		SP:Iteration 16Q (89075.670000 sec): 3 clusters
  Score: Raw -239106.341032 + Penalty 2521.874599 = -236584.466433
  nChanged 29
		SP:Iteration 17Q (89075.710000 sec): 3 clusters
  Score: Raw -239119.723920 + Penalty 2521.874599 = -236597.849321
  nChanged 24
		SP:Iteration 18Q (89075.760000 sec): 3 clusters
  Score: Raw -239132.085450 + Penalty 2521.874599 = -236610.210851
  nChanged 14
		SP:Iteration 19Q (89075.810000 sec): 3 clusters
  Score: Raw -239138.916855 + Penalty 2521.874599 = -236617.042256
  nChanged 12
		SP:Iteration 20F (89075.850000 sec): 3 clusters
  Score: Raw -239146.039842 + Penalty 2521.874599 = -236624.165243
  nChanged 8
		SP:Iteration 21Q (89075.900000 sec): 3 clusters
  Score: Raw -239151.447537 + Penalty 2521.874599 = -236629.572938
  nChanged 14
		SP:Iteration 22Q (89075.950000 sec): 3 clusters
  Score: Raw -239156.575565 + Penalty 2521.874599 = -236634.700966
  nChanged 10
		SP:Iteration 23Q (89076.000000 sec): 3 clusters
  Score: Raw -239160.700356 + Penalty 2521.874599 = -236638.825757
  nChanged 10
		SP:Iteration 24Q (89076.040000 sec): 3 clusters
  Score: Raw -239165.419436 + Penalty 2521.874599 = -236643.544837
  nChanged 7
		SP:Iteration 25Q (89076.090000 sec): 3 clusters
  Score: Raw -239168.238438 + Penalty 2521.874599 = -236646.363839
  nChanged 2
		SP:Iteration 26Q (89076.140000 sec): 3 clusters
  Score: Raw -239168.852630 + Penalty 2521.874599 = -236646.978031
  nChanged 2
		SP:Iteration 27Q (89076.190000 sec): 3 clusters
  Score: Raw -239169.079721 + Penalty 2521.874599 = -236647.205122
  nChanged 0
		SP:Iteration 28F (89076.230000 sec): 3 clusters
  Score: Raw -239169.079721 + Penalty 2521.874599 = -236647.205122
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89076.380000 sec): 2 clusters
  Score: Raw -1170663.435419 + Penalty 1526.388793 = -1169137.046626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89076.580000 sec): 3 clusters
  Score: Raw -1163690.287335 + Penalty 3052.777586 = -1160637.509749
  nChanged 5286
		SP:Iteration 1F (89076.760000 sec): 3 clusters
  Score: Raw -1166722.769109 + Penalty 3052.777586 = -1163669.991523
  nChanged 809
		SP:Iteration 2F (89076.950000 sec): 3 clusters
  Score: Raw -1167146.140428 + Penalty 3052.777586 = -1164093.362842
  nChanged 693
		SP:Iteration 3F (89077.150000 sec): 3 clusters
  Score: Raw -1167473.919548 + Penalty 3052.777586 = -1164421.141962
  nChanged 600
		SP:Iteration 4Q (89077.340000 sec): 3 clusters
  Score: Raw -1167740.886680 + Penalty 3052.777586 = -1164688.109094
  nChanged 535
		SP:Iteration 5Q (89077.530000 sec): 3 clusters
  Score: Raw -1167999.846774 + Penalty 3052.777586 = -1164947.069187
  nChanged 502
		SP:Iteration 6Q (89077.720000 sec): 3 clusters
  Score: Raw -1168259.474309 + Penalty 3052.777586 = -1165206.696723
  nChanged 534
		SP:Iteration 7Q (89077.910000 sec): 3 clusters
  Score: Raw -1168522.011604 + Penalty 3052.777586 = -1165469.234018
  nChanged 471
		SP:Iteration 8Q (89078.110000 sec): 3 clusters
  Score: Raw -1168758.461959 + Penalty 3052.777586 = -1165705.684372
  nChanged 469
		SP:Iteration 9Q (89078.290000 sec): 3 clusters
  Score: Raw -1168982.385663 + Penalty 3052.777586 = -1165929.608077
  nChanged 417
		SP:Iteration 10Q (89078.500000 sec): 3 clusters
  Score: Raw -1169149.894816 + Penalty 3052.777586 = -1166097.117230
  nChanged 347
		SP:Iteration 11Q (89078.690000 sec): 3 clusters
  Score: Raw -1169265.345502 + Penalty 3052.777586 = -1166212.567916
  nChanged 264
		SP:Iteration 12Q (89078.880000 sec): 3 clusters
  Score: Raw -1169348.755220 + Penalty 3052.777586 = -1166295.977633
  nChanged 257
		SP:Iteration 13Q (89079.090000 sec): 3 clusters
  Score: Raw -1169425.145472 + Penalty 3052.777586 = -1166372.367886
  nChanged 214
		SP:Iteration 14Q (89079.280000 sec): 3 clusters
  Score: Raw -1169489.103030 + Penalty 3052.777586 = -1166436.325444
  nChanged 183
		SP:Iteration 15Q (89079.480000 sec): 3 clusters
  Score: Raw -1169535.366825 + Penalty 3052.777586 = -1166482.589238
  nChanged 155
		SP:Iteration 16Q (89079.660000 sec): 3 clusters
  Score: Raw -1169575.277913 + Penalty 3052.777586 = -1166522.500326
  nChanged 161
		SP:Iteration 17Q (89079.870000 sec): 3 clusters
  Score: Raw -1169612.785418 + Penalty 3052.777586 = -1166560.007831
  nChanged 137
		SP:Iteration 18Q (89080.060000 sec): 3 clusters
  Score: Raw -1169643.979505 + Penalty 3052.777586 = -1166591.201919
  nChanged 125
		SP:Iteration 19Q (89080.250000 sec): 3 clusters
  Score: Raw -1169676.926732 + Penalty 3052.777586 = -1166624.149146
  nChanged 147
		SP:Iteration 20F (89080.440000 sec): 3 clusters
  Score: Raw -1169714.602759 + Penalty 3052.777586 = -1166661.825172
  nChanged 131
		SP:Iteration 21Q (89080.630000 sec): 3 clusters
  Score: Raw -1169740.447530 + Penalty 3052.777586 = -1166687.669944
  nChanged 114
		SP:Iteration 22Q (89080.820000 sec): 3 clusters
  Score: Raw -1169763.346248 + Penalty 3052.777586 = -1166710.568662
  nChanged 115
		SP:Iteration 23Q (89081.010000 sec): 3 clusters
  Score: Raw -1169789.644490 + Penalty 3052.777586 = -1166736.866903
  nChanged 116
		SP:Iteration 24Q (89081.220000 sec): 3 clusters
  Score: Raw -1169819.449844 + Penalty 3052.777586 = -1166766.672258
  nChanged 134
		SP:Iteration 25Q (89081.390000 sec): 3 clusters
  Score: Raw -1169853.218548 + Penalty 3052.777586 = -1166800.440962
  nChanged 129
		SP:Iteration 26Q (89081.580000 sec): 3 clusters
  Score: Raw -1169886.013215 + Penalty 3052.777586 = -1166833.235629
  nChanged 138
		SP:Iteration 27Q (89081.760000 sec): 3 clusters
  Score: Raw -1169917.704857 + Penalty 3052.777586 = -1166864.927271
  nChanged 122
		SP:Iteration 28Q (89081.960000 sec): 3 clusters
  Score: Raw -1169950.393898 + Penalty 3052.777586 = -1166897.616312
  nChanged 157
		SP:Iteration 29Q (89082.160000 sec): 3 clusters
  Score: Raw -1169996.101655 + Penalty 3052.777586 = -1166943.324069
  nChanged 177
		SP:Iteration 30Q (89082.340000 sec): 3 clusters
  Score: Raw -1170047.796537 + Penalty 3052.777586 = -1166995.018951
  nChanged 180
		SP:Iteration 31Q (89082.540000 sec): 3 clusters
  Score: Raw -1170104.363971 + Penalty 3052.777586 = -1167051.586385
  nChanged 185
		SP:Iteration 32Q (89082.720000 sec): 3 clusters
  Score: Raw -1170172.778497 + Penalty 3052.777586 = -1167120.000910
  nChanged 206
		SP:Iteration 33Q (89082.910000 sec): 3 clusters
  Score: Raw -1170245.526358 + Penalty 3052.777586 = -1167192.748772
  nChanged 217
		SP:Iteration 34Q (89083.120000 sec): 3 clusters
  Score: Raw -1170324.550361 + Penalty 3052.777586 = -1167271.772775
  nChanged 216
		SP:Iteration 35Q (89083.290000 sec): 3 clusters
  Score: Raw -1170407.740444 + Penalty 3052.777586 = -1167354.962857
  nChanged 221
		SP:Iteration 36Q (89083.470000 sec): 3 clusters
  Score: Raw -1170486.464401 + Penalty 3052.777586 = -1167433.686815
  nChanged 199
		SP:Iteration 37Q (89083.660000 sec): 3 clusters
  Score: Raw -1170563.360849 + Penalty 3052.777586 = -1167510.583263
  nChanged 204
		SP:Iteration 38Q (89083.860000 sec): 3 clusters
  Score: Raw -1170656.814669 + Penalty 3052.777586 = -1167604.037083
  nChanged 211
		SP:Iteration 39Q (89084.030000 sec): 3 clusters
  Score: Raw -1170751.560661 + Penalty 3052.777586 = -1167698.783074
  nChanged 219
		SP:Iteration 40F (89084.220000 sec): 3 clusters
  Score: Raw -1170853.108835 + Penalty 3052.777586 = -1167800.331249
  nChanged 205
		SP:Iteration 41Q (89084.420000 sec): 3 clusters
  Score: Raw -1170955.071804 + Penalty 3052.777586 = -1167902.294217
  nChanged 190
		SP:Iteration 42Q (89084.600000 sec): 3 clusters
  Score: Raw -1171042.164386 + Penalty 3052.777586 = -1167989.386799
  nChanged 153
		SP:Iteration 43Q (89084.790000 sec): 3 clusters
  Score: Raw -1171111.680312 + Penalty 3052.777586 = -1168058.902726
  nChanged 153
		SP:Iteration 44Q (89084.980000 sec): 3 clusters
  Score: Raw -1171174.229684 + Penalty 3052.777586 = -1168121.452098
  nChanged 119
		SP:Iteration 45Q (89085.150000 sec): 3 clusters
  Score: Raw -1171227.081089 + Penalty 3052.777586 = -1168174.303503
  nChanged 94
		SP:Iteration 46Q (89085.350000 sec): 3 clusters
  Score: Raw -1171272.794030 + Penalty 3052.777586 = -1168220.016444
  nChanged 76
		SP:Iteration 47Q (89085.530000 sec): 3 clusters
  Score: Raw -1171304.789320 + Penalty 3052.777586 = -1168252.011734
  nChanged 59
		SP:Iteration 48Q (89085.700000 sec): 3 clusters
  Score: Raw -1171330.889267 + Penalty 3052.777586 = -1168278.111681
  nChanged 51
		SP:Iteration 49Q (89085.890000 sec): 3 clusters
  Score: Raw -1171354.035988 + Penalty 3052.777586 = -1168301.258402
  nChanged 49
		SP:Iteration 50Q (89086.060000 sec): 3 clusters
  Score: Raw -1171378.247073 + Penalty 3052.777586 = -1168325.469487
  nChanged 49
		SP:Iteration 51Q (89086.240000 sec): 3 clusters
  Score: Raw -1171399.629612 + Penalty 3052.777586 = -1168346.852026
  nChanged 40
		SP:Iteration 52Q (89086.420000 sec): 3 clusters
  Score: Raw -1171415.633489 + Penalty 3052.777586 = -1168362.855903
  nChanged 41
		SP:Iteration 53Q (89086.590000 sec): 3 clusters
  Score: Raw -1171431.284244 + Penalty 3052.777586 = -1168378.506658
  nChanged 34
		SP:Iteration 54Q (89086.770000 sec): 3 clusters
  Score: Raw -1171445.319458 + Penalty 3052.777586 = -1168392.541872
  nChanged 26
		SP:Iteration 55Q (89086.940000 sec): 3 clusters
  Score: Raw -1171454.279748 + Penalty 3052.777586 = -1168401.502162
  nChanged 11
		SP:Iteration 56Q (89087.140000 sec): 3 clusters
  Score: Raw -1171456.666304 + Penalty 3052.777586 = -1168403.888717
  nChanged 8
		SP:Iteration 57Q (89087.320000 sec): 3 clusters
  Score: Raw -1171458.397829 + Penalty 3052.777586 = -1168405.620243
  nChanged 8
		SP:Iteration 58Q (89087.480000 sec): 3 clusters
  Score: Raw -1171460.445814 + Penalty 3052.777586 = -1168407.668228
  nChanged 6
		SP:Iteration 59Q (89087.670000 sec): 3 clusters
  Score: Raw -1171461.912767 + Penalty 3052.777586 = -1168409.135181
  nChanged 3
		SP:Iteration 60F (89087.860000 sec): 3 clusters
  Score: Raw -1171462.583626 + Penalty 3052.777586 = -1168409.806040
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89087.940000 sec): 2 clusters
  Score: Raw -170138.193760 + Penalty 1201.704976 = -168936.488784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89087.970000 sec): 3 clusters
  Score: Raw -169511.219290 + Penalty 2403.409953 = -167107.809337
  nChanged 535
		SP:Iteration 1F (89088.000000 sec): 3 clusters
  Score: Raw -169845.264288 + Penalty 2403.409953 = -167441.854336
  nChanged 117
		SP:Iteration 2F (89088.030000 sec): 3 clusters
  Score: Raw -169922.536608 + Penalty 2403.409953 = -167519.126656
  nChanged 59
		SP:Iteration 3Q (89088.060000 sec): 3 clusters
  Score: Raw -169960.772594 + Penalty 2403.409953 = -167557.362641
  nChanged 48
		SP:Iteration 4Q (89088.100000 sec): 3 clusters
  Score: Raw -169996.004305 + Penalty 2403.409953 = -167592.594352
  nChanged 33
		SP:Iteration 5Q (89088.130000 sec): 3 clusters
  Score: Raw -170020.704596 + Penalty 2403.409953 = -167617.294643
  nChanged 33
		SP:Iteration 6Q (89088.160000 sec): 3 clusters
  Score: Raw -170052.555687 + Penalty 2403.409953 = -167649.145734
  nChanged 30
		SP:Iteration 7Q (89088.200000 sec): 3 clusters
  Score: Raw -170073.535875 + Penalty 2403.409953 = -167670.125922
  nChanged 25
		SP:Iteration 8Q (89088.230000 sec): 3 clusters
  Score: Raw -170088.663593 + Penalty 2403.409953 = -167685.253641
  nChanged 18
		SP:Iteration 9Q (89088.260000 sec): 3 clusters
  Score: Raw -170096.989238 + Penalty 2403.409953 = -167693.579286
  nChanged 17
		SP:Iteration 10Q (89088.290000 sec): 3 clusters
  Score: Raw -170105.402318 + Penalty 2403.409953 = -167701.992365
  nChanged 14
		SP:Iteration 11Q (89088.320000 sec): 3 clusters
  Score: Raw -170114.058322 + Penalty 2403.409953 = -167710.648369
  nChanged 14
		SP:Iteration 12Q (89088.360000 sec): 3 clusters
  Score: Raw -170124.963927 + Penalty 2403.409953 = -167721.553975
  nChanged 20
		SP:Iteration 13Q (89088.390000 sec): 3 clusters
  Score: Raw -170136.441517 + Penalty 2403.409953 = -167733.031564
  nChanged 14
		SP:Iteration 14Q (89088.420000 sec): 3 clusters
  Score: Raw -170145.068886 + Penalty 2403.409953 = -167741.658933
  nChanged 16
		SP:Iteration 15Q (89088.450000 sec): 3 clusters
  Score: Raw -170154.475423 + Penalty 2403.409953 = -167751.065470
  nChanged 17
		SP:Iteration 16Q (89088.480000 sec): 3 clusters
  Score: Raw -170167.305235 + Penalty 2403.409953 = -167763.895282
  nChanged 23
		SP:Iteration 17Q (89088.520000 sec): 3 clusters
  Score: Raw -170181.858148 + Penalty 2403.409953 = -167778.448196
  nChanged 14
		SP:Iteration 18Q (89088.550000 sec): 3 clusters
  Score: Raw -170192.736725 + Penalty 2403.409953 = -167789.326773
  nChanged 11
		SP:Iteration 19Q (89088.580000 sec): 3 clusters
  Score: Raw -170199.550131 + Penalty 2403.409953 = -167796.140178
  nChanged 11
		SP:Iteration 20F (89088.610000 sec): 3 clusters
  Score: Raw -170205.669488 + Penalty 2403.409953 = -167802.259536
  nChanged 12
		SP:Iteration 21Q (89088.640000 sec): 3 clusters
  Score: Raw -170210.805833 + Penalty 2403.409953 = -167807.395880
  nChanged 5
		SP:Iteration 22Q (89088.680000 sec): 3 clusters
  Score: Raw -170213.871202 + Penalty 2403.409953 = -167810.461249
  nChanged 4
		SP:Iteration 23Q (89088.710000 sec): 3 clusters
  Score: Raw -170216.133698 + Penalty 2403.409953 = -167812.723746
  nChanged 2
		SP:Iteration 24Q (89088.740000 sec): 3 clusters
  Score: Raw -170217.252990 + Penalty 2403.409953 = -167813.843038
  nChanged 2
		SP:Iteration 25Q (89088.770000 sec): 3 clusters
  Score: Raw -170217.827425 + Penalty 2403.409953 = -167814.417472
  nChanged 1
		SP:Iteration 26Q (89088.800000 sec): 3 clusters
  Score: Raw -170218.396732 + Penalty 2403.409953 = -167814.986780
  nChanged 2
		SP:Iteration 27Q (89088.840000 sec): 3 clusters
  Score: Raw -170219.626949 + Penalty 2403.409953 = -167816.216996
  nChanged 6
		SP:Iteration 28Q (89088.870000 sec): 3 clusters
  Score: Raw -170225.055676 + Penalty 2403.409953 = -167821.645723
  nChanged 7
		SP:Iteration 29Q (89088.900000 sec): 3 clusters
  Score: Raw -170229.188048 + Penalty 2403.409953 = -167825.778095
  nChanged 6
		SP:Iteration 30Q (89088.930000 sec): 3 clusters
  Score: Raw -170232.486251 + Penalty 2403.409953 = -167829.076299
  nChanged 4
		SP:Iteration 31Q (89088.960000 sec): 3 clusters
  Score: Raw -170234.081254 + Penalty 2403.409953 = -167830.671301
  nChanged 3
		SP:Iteration 32Q (89089.000000 sec): 3 clusters
  Score: Raw -170234.908804 + Penalty 2403.409953 = -167831.498851
  nChanged 1
		SP:Iteration 33Q (89089.030000 sec): 3 clusters
  Score: Raw -170235.853609 + Penalty 2403.409953 = -167832.443657
  nChanged 2
		SP:Iteration 34Q (89089.060000 sec): 3 clusters
  Score: Raw -170237.708347 + Penalty 2403.409953 = -167834.298395
  nChanged 2
		SP:Iteration 35Q (89089.090000 sec): 3 clusters
  Score: Raw -170239.313201 + Penalty 2403.409953 = -167835.903248
  nChanged 2
		SP:Iteration 36Q (89089.120000 sec): 3 clusters
  Score: Raw -170240.433374 + Penalty 2403.409953 = -167837.023422
  nChanged 1
		SP:Iteration 37Q (89089.160000 sec): 3 clusters
  Score: Raw -170240.791875 + Penalty 2403.409953 = -167837.381922
  nChanged 1
		SP:Iteration 38Q (89089.190000 sec): 3 clusters
  Score: Raw -170241.538906 + Penalty 2403.409953 = -167838.128953
  nChanged 2
		SP:Iteration 39Q (89089.220000 sec): 3 clusters
  Score: Raw -170241.977537 + Penalty 2403.409953 = -167838.567585
  nChanged 1
		SP:Iteration 40F (89089.250000 sec): 3 clusters
  Score: Raw -170242.058192 + Penalty 2403.409953 = -167838.648239
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (169881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89090.300000 sec): 2 clusters
  Score: Raw -16431183.748126 + Penalty 1956.963689 = -16429226.784437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89091.830000 sec): 3 clusters
  Score: Raw -16319058.819947 + Penalty 3913.927378 = -16315144.892569
  nChanged 82226
		SP:Iteration 1F (89093.330000 sec): 3 clusters
  Score: Raw -16368798.685192 + Penalty 3913.927378 = -16364884.757813
  nChanged 7712
		SP:Iteration 2Q (89094.930000 sec): 3 clusters
  Score: Raw -16372050.439261 + Penalty 3913.927378 = -16368136.511883
  nChanged 9319
		SP:Iteration 3F (89096.460000 sec): 3 clusters
  Score: Raw -16376769.957523 + Penalty 3913.927378 = -16372856.030145
  nChanged 10717
		SP:Iteration 4F (89097.950000 sec): 3 clusters
  Score: Raw -16382898.050524 + Penalty 3913.927378 = -16378984.123146
  nChanged 11259
		SP:Iteration 5F (89099.480000 sec): 3 clusters
  Score: Raw -16389590.377061 + Penalty 3913.927378 = -16385676.449683
  nChanged 10718
		SP:Iteration 6F (89100.980000 sec): 3 clusters
  Score: Raw -16395399.971550 + Penalty 3913.927378 = -16391486.044172
  nChanged 9037
		SP:Iteration 7F (89102.480000 sec): 3 clusters
  Score: Raw -16399680.733341 + Penalty 3913.927378 = -16395766.805963
  nChanged 7238
		SP:Iteration 8Q (89104.120000 sec): 3 clusters
  Score: Raw -16402676.697859 + Penalty 3913.927378 = -16398762.770481
  nChanged 5758
		SP:Iteration 9Q (89105.760000 sec): 3 clusters
  Score: Raw -16404957.627766 + Penalty 3913.927378 = -16401043.700388
  nChanged 4890
		SP:Iteration 10Q (89107.390000 sec): 3 clusters
  Score: Raw -16406782.333584 + Penalty 3913.927378 = -16402868.406206
  nChanged 4172
		SP:Iteration 11Q (89108.940000 sec): 3 clusters
  Score: Raw -16408176.372088 + Penalty 3913.927378 = -16404262.444710
  nChanged 3476
		SP:Iteration 12Q (89110.520000 sec): 3 clusters
  Score: Raw -16409141.936436 + Penalty 3913.927378 = -16405228.009058
  nChanged 2764
		SP:Iteration 13Q (89112.120000 sec): 3 clusters
  Score: Raw -16409803.905331 + Penalty 3913.927378 = -16405889.977953
  nChanged 2390
		SP:Iteration 14Q (89113.650000 sec): 3 clusters
  Score: Raw -16410342.912241 + Penalty 3913.927378 = -16406428.984863
  nChanged 2105
		SP:Iteration 15Q (89115.220000 sec): 3 clusters
  Score: Raw -16410801.879838 + Penalty 3913.927378 = -16406887.952460
  nChanged 1976
		SP:Iteration 16Q (89116.770000 sec): 3 clusters
  Score: Raw -16411241.856854 + Penalty 3913.927378 = -16407327.929476
  nChanged 2008
		SP:Iteration 17Q (89118.290000 sec): 3 clusters
  Score: Raw -16411698.358569 + Penalty 3913.927378 = -16407784.431191
  nChanged 2060
		SP:Iteration 18Q (89119.800000 sec): 3 clusters
  Score: Raw -16412173.621537 + Penalty 3913.927378 = -16408259.694159
  nChanged 2100
		SP:Iteration 19Q (89121.360000 sec): 3 clusters
  Score: Raw -16412680.717633 + Penalty 3913.927378 = -16408766.790255
  nChanged 2218
		SP:Iteration 20F (89122.880000 sec): 3 clusters
  Score: Raw -16413227.886030 + Penalty 3913.927378 = -16409313.958651
  nChanged 2276
		SP:Iteration 21Q (89124.380000 sec): 3 clusters
  Score: Raw -16413808.273109 + Penalty 3913.927378 = -16409894.345731
  nChanged 2360
		SP:Iteration 22Q (89125.860000 sec): 3 clusters
  Score: Raw -16414428.579407 + Penalty 3913.927378 = -16410514.652029
  nChanged 2405
		SP:Iteration 23Q (89127.340000 sec): 3 clusters
  Score: Raw -16415084.181171 + Penalty 3913.927378 = -16411170.253793
  nChanged 2459
		SP:Iteration 24Q (89128.840000 sec): 3 clusters
  Score: Raw -16415779.988352 + Penalty 3913.927378 = -16411866.060974
  nChanged 2556
		SP:Iteration 25Q (89130.320000 sec): 3 clusters
  Score: Raw -16416526.123192 + Penalty 3913.927378 = -16412612.195814
  nChanged 2597
		SP:Iteration 26Q (89131.800000 sec): 3 clusters
  Score: Raw -16417329.631583 + Penalty 3913.927378 = -16413415.704205
  nChanged 2689
		SP:Iteration 27Q (89133.270000 sec): 3 clusters
  Score: Raw -16418246.078256 + Penalty 3913.927378 = -16414332.150878
  nChanged 2834
		SP:Iteration 28Q (89134.760000 sec): 3 clusters
  Score: Raw -16419295.149445 + Penalty 3913.927378 = -16415381.222067
  nChanged 2837
		SP:Iteration 29Q (89136.240000 sec): 3 clusters
  Score: Raw -16420392.396458 + Penalty 3913.927378 = -16416478.469080
  nChanged 2865
		SP:Iteration 30Q (89137.660000 sec): 3 clusters
  Score: Raw -16421579.293449 + Penalty 3913.927378 = -16417665.366071
  nChanged 2799
		SP:Iteration 31Q (89139.110000 sec): 3 clusters
  Score: Raw -16422782.398596 + Penalty 3913.927378 = -16418868.471218
  nChanged 2647
		SP:Iteration 32Q (89140.510000 sec): 3 clusters
  Score: Raw -16423965.456636 + Penalty 3913.927378 = -16420051.529258
  nChanged 2570
		SP:Iteration 33Q (89141.960000 sec): 3 clusters
  Score: Raw -16425179.880956 + Penalty 3913.927378 = -16421265.953578
  nChanged 2406
		SP:Iteration 34Q (89143.360000 sec): 3 clusters
  Score: Raw -16426359.575233 + Penalty 3913.927378 = -16422445.647854
  nChanged 2172
		SP:Iteration 35Q (89144.750000 sec): 3 clusters
  Score: Raw -16427470.379993 + Penalty 3913.927378 = -16423556.452615
  nChanged 1894
		SP:Iteration 36Q (89146.130000 sec): 3 clusters
  Score: Raw -16428427.279446 + Penalty 3913.927378 = -16424513.352068
  nChanged 1520
		SP:Iteration 37Q (89147.510000 sec): 3 clusters
  Score: Raw -16429204.764450 + Penalty 3913.927378 = -16425290.837072
  nChanged 1288
		SP:Iteration 38Q (89148.890000 sec): 3 clusters
  Score: Raw -16429866.694589 + Penalty 3913.927378 = -16425952.767211
  nChanged 1048
		SP:Iteration 39Q (89150.250000 sec): 3 clusters
  Score: Raw -16430388.278909 + Penalty 3913.927378 = -16426474.351531
  nChanged 768
		SP:Iteration 40F (89151.710000 sec): 3 clusters
  Score: Raw -16430738.757504 + Penalty 3913.927378 = -16426824.830126
  nChanged 520
		SP:Iteration 41Q (89153.110000 sec): 3 clusters
  Score: Raw -16430957.566109 + Penalty 3913.927378 = -16427043.638731
  nChanged 398
		SP:Iteration 42Q (89154.490000 sec): 3 clusters
  Score: Raw -16431124.289985 + Penalty 3913.927378 = -16427210.362607
  nChanged 302
		SP:Iteration 43Q (89155.860000 sec): 3 clusters
  Score: Raw -16431260.147375 + Penalty 3913.927378 = -16427346.219997
  nChanged 249
		SP:Iteration 44Q (89157.240000 sec): 3 clusters
  Score: Raw -16431365.992531 + Penalty 3913.927378 = -16427452.065153
  nChanged 203
		SP:Iteration 45Q (89158.610000 sec): 3 clusters
  Score: Raw -16431446.208955 + Penalty 3913.927378 = -16427532.281577
  nChanged 148
		SP:Iteration 46Q (89160.010000 sec): 3 clusters
  Score: Raw -16431510.228703 + Penalty 3913.927378 = -16427596.301325
  nChanged 105
		SP:Iteration 47Q (89161.390000 sec): 3 clusters
  Score: Raw -16431554.222016 + Penalty 3913.927378 = -16427640.294638
  nChanged 98
		SP:Iteration 48Q (89162.770000 sec): 3 clusters
  Score: Raw -16431594.144726 + Penalty 3913.927378 = -16427680.217348
  nChanged 82
		SP:Iteration 49Q (89164.150000 sec): 3 clusters
  Score: Raw -16431621.072556 + Penalty 3913.927378 = -16427707.145178
  nChanged 59
		SP:Iteration 50Q (89165.530000 sec): 3 clusters
  Score: Raw -16431641.218640 + Penalty 3913.927378 = -16427727.291262
  nChanged 55
		SP:Iteration 51Q (89166.900000 sec): 3 clusters
  Score: Raw -16431659.440695 + Penalty 3913.927378 = -16427745.513317
  nChanged 46
		SP:Iteration 52Q (89168.280000 sec): 3 clusters
  Score: Raw -16431672.980839 + Penalty 3913.927378 = -16427759.053461
  nChanged 43
		SP:Iteration 53Q (89169.660000 sec): 3 clusters
  Score: Raw -16431686.679029 + Penalty 3913.927378 = -16427772.751651
  nChanged 31
		SP:Iteration 54Q (89171.040000 sec): 3 clusters
  Score: Raw -16431696.105518 + Penalty 3913.927378 = -16427782.178140
  nChanged 24
		SP:Iteration 55Q (89172.410000 sec): 3 clusters
  Score: Raw -16431704.558698 + Penalty 3913.927378 = -16427790.631320
  nChanged 17
		SP:Iteration 56Q (89173.790000 sec): 3 clusters
  Score: Raw -16431710.638222 + Penalty 3913.927378 = -16427796.710844
  nChanged 20
		SP:Iteration 57Q (89175.190000 sec): 3 clusters
  Score: Raw -16431715.180856 + Penalty 3913.927378 = -16427801.253478
  nChanged 16
		SP:Iteration 58Q (89176.580000 sec): 3 clusters
  Score: Raw -16431718.888303 + Penalty 3913.927378 = -16427804.960925
  nChanged 18
		SP:Iteration 59Q (89177.960000 sec): 3 clusters
  Score: Raw -16431723.297881 + Penalty 3913.927378 = -16427809.370503
  nChanged 15
		SP:Iteration 60F (89179.450000 sec): 3 clusters
  Score: Raw -16431727.032281 + Penalty 3913.927378 = -16427813.104903
  nChanged 18
		SP:Iteration 61Q (89180.850000 sec): 3 clusters
  Score: Raw -16431732.490730 + Penalty 3913.927378 = -16427818.563352
  nChanged 12
		SP:Iteration 62Q (89182.220000 sec): 3 clusters
  Score: Raw -16431735.864324 + Penalty 3913.927378 = -16427821.936946
  nChanged 10
		SP:Iteration 63Q (89183.610000 sec): 3 clusters
  Score: Raw -16431738.733517 + Penalty 3913.927378 = -16427824.806139
  nChanged 13
		SP:Iteration 64Q (89184.990000 sec): 3 clusters
  Score: Raw -16431742.429176 + Penalty 3913.927378 = -16427828.501798
  nChanged 8
		SP:Iteration 65Q (89186.390000 sec): 3 clusters
  Score: Raw -16431744.934968 + Penalty 3913.927378 = -16427831.007590
  nChanged 7
		SP:Iteration 66Q (89187.770000 sec): 3 clusters
  Score: Raw -16431747.178670 + Penalty 3913.927378 = -16427833.251291
  nChanged 6
		SP:Iteration 67Q (89189.140000 sec): 3 clusters
  Score: Raw -16431748.373808 + Penalty 3913.927378 = -16427834.446430
  nChanged 0
		SP:Iteration 68F (89190.620000 sec): 3 clusters
  Score: Raw -16431748.373808 + Penalty 3913.927378 = -16427834.446430
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (47070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89191.040000 sec): 2 clusters
  Score: Raw -4737067.639293 + Penalty 1748.401059 = -4735319.238234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89191.600000 sec): 3 clusters
  Score: Raw -4707462.687201 + Penalty 3496.802119 = -4703965.885082
  nChanged 21998
		SP:Iteration 1F (89192.120000 sec): 3 clusters
  Score: Raw -4719760.438973 + Penalty 3496.802119 = -4716263.636854
  nChanged 1987
		SP:Iteration 2Q (89192.710000 sec): 3 clusters
  Score: Raw -4720385.607083 + Penalty 3496.802119 = -4716888.804964
  nChanged 2054
		SP:Iteration 3Q (89193.290000 sec): 3 clusters
  Score: Raw -4721074.434440 + Penalty 3496.802119 = -4717577.632322
  nChanged 2118
		SP:Iteration 4Q (89193.840000 sec): 3 clusters
  Score: Raw -4721924.706403 + Penalty 3496.802119 = -4718427.904284
  nChanged 2489
		SP:Iteration 5F (89194.400000 sec): 3 clusters
  Score: Raw -4723254.992700 + Penalty 3496.802119 = -4719758.190581
  nChanged 3223
		SP:Iteration 6F (89194.920000 sec): 3 clusters
  Score: Raw -4725523.224751 + Penalty 3496.802119 = -4722026.422632
  nChanged 3682
		SP:Iteration 7F (89195.490000 sec): 3 clusters
  Score: Raw -4728619.630655 + Penalty 3496.802119 = -4725122.828536
  nChanged 3509
		SP:Iteration 8F (89196.010000 sec): 3 clusters
  Score: Raw -4731750.566332 + Penalty 3496.802119 = -4728253.764214
  nChanged 2676
		SP:Iteration 9F (89196.580000 sec): 3 clusters
  Score: Raw -4734045.641426 + Penalty 3496.802119 = -4730548.839308
  nChanged 1658
		SP:Iteration 10Q (89197.100000 sec): 3 clusters
  Score: Raw -4735360.291547 + Penalty 3496.802119 = -4731863.489428
  nChanged 1030
		SP:Iteration 11Q (89197.650000 sec): 3 clusters
  Score: Raw -4736153.591546 + Penalty 3496.802119 = -4732656.789428
  nChanged 648
		SP:Iteration 12Q (89198.160000 sec): 3 clusters
  Score: Raw -4736631.955204 + Penalty 3496.802119 = -4733135.153085
  nChanged 398
		SP:Iteration 13Q (89198.620000 sec): 3 clusters
  Score: Raw -4736906.888410 + Penalty 3496.802119 = -4733410.086292
  nChanged 273
		SP:Iteration 14Q (89199.110000 sec): 3 clusters
  Score: Raw -4737083.307551 + Penalty 3496.802119 = -4733586.505432
  nChanged 204
		SP:Iteration 15Q (89199.590000 sec): 3 clusters
  Score: Raw -4737186.644690 + Penalty 3496.802119 = -4733689.842572
  nChanged 151
		SP:Iteration 16Q (89200.060000 sec): 3 clusters
  Score: Raw -4737259.270135 + Penalty 3496.802119 = -4733762.468016
  nChanged 104
		SP:Iteration 17Q (89200.530000 sec): 3 clusters
  Score: Raw -4737312.001631 + Penalty 3496.802119 = -4733815.199513
  nChanged 89
		SP:Iteration 18Q (89201.000000 sec): 3 clusters
  Score: Raw -4737346.484997 + Penalty 3496.802119 = -4733849.682878
  nChanged 61
		SP:Iteration 19Q (89201.460000 sec): 3 clusters
  Score: Raw -4737369.988553 + Penalty 3496.802119 = -4733873.186435
  nChanged 57
		SP:Iteration 20F (89202.020000 sec): 3 clusters
  Score: Raw -4737388.524176 + Penalty 3496.802119 = -4733891.722057
  nChanged 36
		SP:Iteration 21Q (89202.470000 sec): 3 clusters
  Score: Raw -4737400.167252 + Penalty 3496.802119 = -4733903.365133
  nChanged 23
		SP:Iteration 22Q (89202.940000 sec): 3 clusters
  Score: Raw -4737406.464071 + Penalty 3496.802119 = -4733909.661952
  nChanged 23
		SP:Iteration 23Q (89203.400000 sec): 3 clusters
  Score: Raw -4737413.081719 + Penalty 3496.802119 = -4733916.279601
  nChanged 22
		SP:Iteration 24Q (89203.870000 sec): 3 clusters
  Score: Raw -4737420.998063 + Penalty 3496.802119 = -4733924.195945
  nChanged 27
		SP:Iteration 25Q (89204.370000 sec): 3 clusters
  Score: Raw -4737429.011725 + Penalty 3496.802119 = -4733932.209606
  nChanged 21
		SP:Iteration 26Q (89204.830000 sec): 3 clusters
  Score: Raw -4737433.791793 + Penalty 3496.802119 = -4733936.989674
  nChanged 13
		SP:Iteration 27Q (89205.320000 sec): 3 clusters
  Score: Raw -4737437.106994 + Penalty 3496.802119 = -4733940.304875
  nChanged 11
		SP:Iteration 28Q (89205.790000 sec): 3 clusters
  Score: Raw -4737440.558596 + Penalty 3496.802119 = -4733943.756478
  nChanged 12
		SP:Iteration 29Q (89206.280000 sec): 3 clusters
  Score: Raw -4737442.849923 + Penalty 3496.802119 = -4733946.047805
  nChanged 7
		SP:Iteration 30Q (89206.740000 sec): 3 clusters
  Score: Raw -4737444.088005 + Penalty 3496.802119 = -4733947.285887
  nChanged 3
		SP:Iteration 31Q (89207.270000 sec): 3 clusters
  Score: Raw -4737444.699292 + Penalty 3496.802119 = -4733947.897173
  nChanged 2
		SP:Iteration 32Q (89207.770000 sec): 3 clusters
  Score: Raw -4737445.180111 + Penalty 3496.802119 = -4733948.377993
  nChanged 1
		SP:Iteration 33Q (89208.230000 sec): 3 clusters
  Score: Raw -4737445.260126 + Penalty 3496.802119 = -4733948.458007
  nChanged 1
		SP:Iteration 34Q (89208.710000 sec): 3 clusters
  Score: Raw -4737445.352786 + Penalty 3496.802119 = -4733948.550668
  nChanged 0
		SP:Iteration 35F (89209.270000 sec): 3 clusters
  Score: Raw -4737445.352786 + Penalty 3496.802119 = -4733948.550668
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (12629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89209.390000 sec): 2 clusters
  Score: Raw -1235128.499087 + Penalty 1534.609543 = -1233593.889544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89209.590000 sec): 3 clusters
  Score: Raw -1227768.255957 + Penalty 3069.219087 = -1224699.036871
  nChanged 5552
		SP:Iteration 1F (89209.780000 sec): 3 clusters
  Score: Raw -1230872.378143 + Penalty 3069.219087 = -1227803.159057
  nChanged 884
		SP:Iteration 2F (89209.960000 sec): 3 clusters
  Score: Raw -1231342.824491 + Penalty 3069.219087 = -1228273.605404
  nChanged 825
		SP:Iteration 3F (89210.140000 sec): 3 clusters
  Score: Raw -1231757.228374 + Penalty 3069.219087 = -1228688.009287
  nChanged 706
		SP:Iteration 4F (89210.340000 sec): 3 clusters
  Score: Raw -1232089.852503 + Penalty 3069.219087 = -1229020.633416
  nChanged 604
		SP:Iteration 5Q (89210.540000 sec): 3 clusters
  Score: Raw -1232355.265417 + Penalty 3069.219087 = -1229286.046331
  nChanged 499
		SP:Iteration 6Q (89210.730000 sec): 3 clusters
  Score: Raw -1232568.127252 + Penalty 3069.219087 = -1229498.908165
  nChanged 461
		SP:Iteration 7Q (89210.920000 sec): 3 clusters
  Score: Raw -1232772.722332 + Penalty 3069.219087 = -1229703.503245
  nChanged 445
		SP:Iteration 8Q (89211.130000 sec): 3 clusters
  Score: Raw -1232977.051287 + Penalty 3069.219087 = -1229907.832200
  nChanged 418
		SP:Iteration 9Q (89211.330000 sec): 3 clusters
  Score: Raw -1233169.766014 + Penalty 3069.219087 = -1230100.546927
  nChanged 408
		SP:Iteration 10Q (89211.530000 sec): 3 clusters
  Score: Raw -1233354.782098 + Penalty 3069.219087 = -1230285.563012
  nChanged 362
		SP:Iteration 11Q (89211.720000 sec): 3 clusters
  Score: Raw -1233530.863843 + Penalty 3069.219087 = -1230461.644757
  nChanged 355
		SP:Iteration 12Q (89211.910000 sec): 3 clusters
  Score: Raw -1233708.830178 + Penalty 3069.219087 = -1230639.611091
  nChanged 340
		SP:Iteration 13Q (89212.120000 sec): 3 clusters
  Score: Raw -1233865.933480 + Penalty 3069.219087 = -1230796.714393
  nChanged 289
		SP:Iteration 14Q (89212.310000 sec): 3 clusters
  Score: Raw -1233987.205075 + Penalty 3069.219087 = -1230917.985989
  nChanged 226
		SP:Iteration 15Q (89212.490000 sec): 3 clusters
  Score: Raw -1234073.630179 + Penalty 3069.219087 = -1231004.411093
  nChanged 204
		SP:Iteration 16Q (89212.680000 sec): 3 clusters
  Score: Raw -1234160.728017 + Penalty 3069.219087 = -1231091.508930
  nChanged 211
		SP:Iteration 17Q (89212.880000 sec): 3 clusters
  Score: Raw -1234242.060230 + Penalty 3069.219087 = -1231172.841144
  nChanged 201
		SP:Iteration 18Q (89213.070000 sec): 3 clusters
  Score: Raw -1234323.049346 + Penalty 3069.219087 = -1231253.830260
  nChanged 174
		SP:Iteration 19Q (89213.250000 sec): 3 clusters
  Score: Raw -1234390.118569 + Penalty 3069.219087 = -1231320.899482
  nChanged 152
		SP:Iteration 20F (89213.430000 sec): 3 clusters
  Score: Raw -1234461.223849 + Penalty 3069.219087 = -1231392.004763
  nChanged 161
		SP:Iteration 21Q (89213.650000 sec): 3 clusters
  Score: Raw -1234527.385519 + Penalty 3069.219087 = -1231458.166432
  nChanged 158
		SP:Iteration 22Q (89213.840000 sec): 3 clusters
  Score: Raw -1234586.135700 + Penalty 3069.219087 = -1231516.916614
  nChanged 146
		SP:Iteration 23Q (89214.020000 sec): 3 clusters
  Score: Raw -1234636.219152 + Penalty 3069.219087 = -1231567.000066
  nChanged 137
		SP:Iteration 24Q (89214.200000 sec): 3 clusters
  Score: Raw -1234682.644263 + Penalty 3069.219087 = -1231613.425177
  nChanged 150
		SP:Iteration 25Q (89214.400000 sec): 3 clusters
  Score: Raw -1234732.788244 + Penalty 3069.219087 = -1231663.569157
  nChanged 151
		SP:Iteration 26Q (89214.580000 sec): 3 clusters
  Score: Raw -1234786.864149 + Penalty 3069.219087 = -1231717.645062
  nChanged 156
		SP:Iteration 27Q (89214.760000 sec): 3 clusters
  Score: Raw -1234840.056751 + Penalty 3069.219087 = -1231770.837664
  nChanged 141
		SP:Iteration 28Q (89214.960000 sec): 3 clusters
  Score: Raw -1234885.938586 + Penalty 3069.219087 = -1231816.719499
  nChanged 110
		SP:Iteration 29Q (89215.150000 sec): 3 clusters
  Score: Raw -1234918.868426 + Penalty 3069.219087 = -1231849.649339
  nChanged 116
		SP:Iteration 30Q (89215.330000 sec): 3 clusters
  Score: Raw -1234955.201242 + Penalty 3069.219087 = -1231885.982156
  nChanged 94
		SP:Iteration 31Q (89215.510000 sec): 3 clusters
  Score: Raw -1234982.874032 + Penalty 3069.219087 = -1231913.654945
  nChanged 86
		SP:Iteration 32Q (89215.700000 sec): 3 clusters
  Score: Raw -1235009.914700 + Penalty 3069.219087 = -1231940.695613
  nChanged 95
		SP:Iteration 33Q (89215.880000 sec): 3 clusters
  Score: Raw -1235044.041800 + Penalty 3069.219087 = -1231974.822714
  nChanged 104
		SP:Iteration 34Q (89216.050000 sec): 3 clusters
  Score: Raw -1235079.670196 + Penalty 3069.219087 = -1232010.451109
  nChanged 100
		SP:Iteration 35Q (89216.260000 sec): 3 clusters
  Score: Raw -1235116.417740 + Penalty 3069.219087 = -1232047.198653
  nChanged 91
		SP:Iteration 36Q (89216.440000 sec): 3 clusters
  Score: Raw -1235146.974993 + Penalty 3069.219087 = -1232077.755906
  nChanged 78
		SP:Iteration 37Q (89216.620000 sec): 3 clusters
  Score: Raw -1235172.944330 + Penalty 3069.219087 = -1232103.725243
  nChanged 72
		SP:Iteration 38Q (89216.820000 sec): 3 clusters
  Score: Raw -1235200.961166 + Penalty 3069.219087 = -1232131.742079
  nChanged 75
		SP:Iteration 39Q (89216.990000 sec): 3 clusters
  Score: Raw -1235229.774779 + Penalty 3069.219087 = -1232160.555692
  nChanged 68
		SP:Iteration 40F (89217.180000 sec): 3 clusters
  Score: Raw -1235254.530843 + Penalty 3069.219087 = -1232185.311756
  nChanged 63
		SP:Iteration 41Q (89217.380000 sec): 3 clusters
  Score: Raw -1235277.643060 + Penalty 3069.219087 = -1232208.423973
  nChanged 50
		SP:Iteration 42Q (89217.550000 sec): 3 clusters
  Score: Raw -1235301.495577 + Penalty 3069.219087 = -1232232.276490
  nChanged 57
		SP:Iteration 43Q (89217.720000 sec): 3 clusters
  Score: Raw -1235328.483090 + Penalty 3069.219087 = -1232259.264003
  nChanged 51
		SP:Iteration 44Q (89217.920000 sec): 3 clusters
  Score: Raw -1235349.625951 + Penalty 3069.219087 = -1232280.406865
  nChanged 48
		SP:Iteration 45Q (89218.090000 sec): 3 clusters
  Score: Raw -1235370.384120 + Penalty 3069.219087 = -1232301.165034
  nChanged 44
		SP:Iteration 46Q (89218.260000 sec): 3 clusters
  Score: Raw -1235388.669427 + Penalty 3069.219087 = -1232319.450340
  nChanged 42
		SP:Iteration 47Q (89218.460000 sec): 3 clusters
  Score: Raw -1235410.409400 + Penalty 3069.219087 = -1232341.190313
  nChanged 47
		SP:Iteration 48Q (89218.640000 sec): 3 clusters
  Score: Raw -1235435.648408 + Penalty 3069.219087 = -1232366.429322
  nChanged 47
		SP:Iteration 49Q (89218.810000 sec): 3 clusters
  Score: Raw -1235458.570980 + Penalty 3069.219087 = -1232389.351893
  nChanged 35
		SP:Iteration 50Q (89219.000000 sec): 3 clusters
  Score: Raw -1235474.323682 + Penalty 3069.219087 = -1232405.104596
  nChanged 36
		SP:Iteration 51Q (89219.170000 sec): 3 clusters
  Score: Raw -1235493.189210 + Penalty 3069.219087 = -1232423.970123
  nChanged 32
		SP:Iteration 52Q (89219.350000 sec): 3 clusters
  Score: Raw -1235509.166928 + Penalty 3069.219087 = -1232439.947842
  nChanged 32
		SP:Iteration 53Q (89219.540000 sec): 3 clusters
  Score: Raw -1235526.312082 + Penalty 3069.219087 = -1232457.092995
  nChanged 36
		SP:Iteration 54Q (89219.700000 sec): 3 clusters
  Score: Raw -1235548.863154 + Penalty 3069.219087 = -1232479.644068
  nChanged 32
		SP:Iteration 55Q (89219.870000 sec): 3 clusters
  Score: Raw -1235568.634538 + Penalty 3069.219087 = -1232499.415451
  nChanged 39
		SP:Iteration 56Q (89220.070000 sec): 3 clusters
  Score: Raw -1235596.494074 + Penalty 3069.219087 = -1232527.274988
  nChanged 29
		SP:Iteration 57Q (89220.260000 sec): 3 clusters
  Score: Raw -1235615.234638 + Penalty 3069.219087 = -1232546.015552
  nChanged 26
		SP:Iteration 58Q (89220.430000 sec): 3 clusters
  Score: Raw -1235629.417254 + Penalty 3069.219087 = -1232560.198167
  nChanged 20
		SP:Iteration 59Q (89220.600000 sec): 3 clusters
  Score: Raw -1235639.547155 + Penalty 3069.219087 = -1232570.328069
  nChanged 15
		SP:Iteration 60F (89220.830000 sec): 3 clusters
  Score: Raw -1235647.038617 + Penalty 3069.219087 = -1232577.819530
  nChanged 11
		SP:Iteration 61Q (89221.030000 sec): 3 clusters
  Score: Raw -1235653.783808 + Penalty 3069.219087 = -1232584.564722
  nChanged 14
		SP:Iteration 62Q (89221.200000 sec): 3 clusters
  Score: Raw -1235659.442357 + Penalty 3069.219087 = -1232590.223271
  nChanged 13
		SP:Iteration 63Q (89221.370000 sec): 3 clusters
  Score: Raw -1235665.813090 + Penalty 3069.219087 = -1232596.594003
  nChanged 13
		SP:Iteration 64Q (89221.580000 sec): 3 clusters
  Score: Raw -1235674.159266 + Penalty 3069.219087 = -1232604.940179
  nChanged 5
		SP:Iteration 65Q (89221.750000 sec): 3 clusters
  Score: Raw -1235676.814802 + Penalty 3069.219087 = -1232607.595715
  nChanged 3
		SP:Iteration 66Q (89221.920000 sec): 3 clusters
  Score: Raw -1235678.378042 + Penalty 3069.219087 = -1232609.158956
  nChanged 1
		SP:Iteration 67Q (89222.120000 sec): 3 clusters
  Score: Raw -1235678.587795 + Penalty 3069.219087 = -1232609.368709
  nChanged 0
		SP:Iteration 68F (89222.310000 sec): 3 clusters
  Score: Raw -1235678.587795 + Penalty 3069.219087 = -1232609.368709
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89222.410000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89222.570000 sec): 3 clusters
  Score: Raw -621319.209659 + Penalty 2855.101478 = -618464.108181
  nChanged 2718
		SP:Iteration 1F (89222.680000 sec): 3 clusters
  Score: Raw -622853.802549 + Penalty 2855.101478 = -619998.701071
  nChanged 451
		SP:Iteration 2F (89222.790000 sec): 3 clusters
  Score: Raw -623119.768184 + Penalty 2855.101478 = -620264.666706
  nChanged 366
		SP:Iteration 3F (89222.890000 sec): 3 clusters
  Score: Raw -623315.072559 + Penalty 2855.101478 = -620459.971080
  nChanged 311
		SP:Iteration 4Q (89223.010000 sec): 3 clusters
  Score: Raw -623478.452682 + Penalty 2855.101478 = -620623.351203
  nChanged 271
		SP:Iteration 5Q (89223.120000 sec): 3 clusters
  Score: Raw -623606.246168 + Penalty 2855.101478 = -620751.144689
  nChanged 219
		SP:Iteration 6Q (89223.230000 sec): 3 clusters
  Score: Raw -623701.203895 + Penalty 2855.101478 = -620846.102416
  nChanged 181
		SP:Iteration 7Q (89223.340000 sec): 3 clusters
  Score: Raw -623788.343151 + Penalty 2855.101478 = -620933.241672
  nChanged 188
		SP:Iteration 8Q (89223.450000 sec): 3 clusters
  Score: Raw -623883.260432 + Penalty 2855.101478 = -621028.158953
  nChanged 179
		SP:Iteration 9Q (89223.560000 sec): 3 clusters
  Score: Raw -623962.024534 + Penalty 2855.101478 = -621106.923056
  nChanged 142
		SP:Iteration 10Q (89223.670000 sec): 3 clusters
  Score: Raw -624019.306020 + Penalty 2855.101478 = -621164.204541
  nChanged 119
		SP:Iteration 11Q (89223.780000 sec): 3 clusters
  Score: Raw -624069.260640 + Penalty 2855.101478 = -621214.159161
  nChanged 130
		SP:Iteration 12Q (89223.900000 sec): 3 clusters
  Score: Raw -624132.951065 + Penalty 2855.101478 = -621277.849586
  nChanged 113
		SP:Iteration 13Q (89224.000000 sec): 3 clusters
  Score: Raw -624183.488644 + Penalty 2855.101478 = -621328.387166
  nChanged 110
		SP:Iteration 14Q (89224.110000 sec): 3 clusters
  Score: Raw -624232.640475 + Penalty 2855.101478 = -621377.538996
  nChanged 107
		SP:Iteration 15Q (89224.230000 sec): 3 clusters
  Score: Raw -624273.824431 + Penalty 2855.101478 = -621418.722952
  nChanged 93
		SP:Iteration 16Q (89224.340000 sec): 3 clusters
  Score: Raw -624319.912935 + Penalty 2855.101478 = -621464.811456
  nChanged 109
		SP:Iteration 17Q (89224.450000 sec): 3 clusters
  Score: Raw -624374.103468 + Penalty 2855.101478 = -621519.001990
  nChanged 121
		SP:Iteration 18Q (89224.560000 sec): 3 clusters
  Score: Raw -624441.177952 + Penalty 2855.101478 = -621586.076473
  nChanged 126
		SP:Iteration 19Q (89224.660000 sec): 3 clusters
  Score: Raw -624512.631527 + Penalty 2855.101478 = -621657.530048
  nChanged 114
		SP:Iteration 20F (89224.770000 sec): 3 clusters
  Score: Raw -624575.001183 + Penalty 2855.101478 = -621719.899705
  nChanged 116
		SP:Iteration 21Q (89224.880000 sec): 3 clusters
  Score: Raw -624640.847359 + Penalty 2855.101478 = -621785.745880
  nChanged 98
		SP:Iteration 22Q (89225.000000 sec): 3 clusters
  Score: Raw -624701.442920 + Penalty 2855.101478 = -621846.341442
  nChanged 79
		SP:Iteration 23Q (89225.100000 sec): 3 clusters
  Score: Raw -624745.111852 + Penalty 2855.101478 = -621890.010374
  nChanged 63
		SP:Iteration 24Q (89225.210000 sec): 3 clusters
  Score: Raw -624776.930970 + Penalty 2855.101478 = -621921.829492
  nChanged 60
		SP:Iteration 25Q (89225.310000 sec): 3 clusters
  Score: Raw -624806.812401 + Penalty 2855.101478 = -621951.710922
  nChanged 53
		SP:Iteration 26Q (89225.420000 sec): 3 clusters
  Score: Raw -624832.942142 + Penalty 2855.101478 = -621977.840663
  nChanged 50
		SP:Iteration 27Q (89225.520000 sec): 3 clusters
  Score: Raw -624860.849007 + Penalty 2855.101478 = -622005.747528
  nChanged 36
		SP:Iteration 28Q (89225.630000 sec): 3 clusters
  Score: Raw -624879.116239 + Penalty 2855.101478 = -622024.014761
  nChanged 30
		SP:Iteration 29Q (89225.740000 sec): 3 clusters
  Score: Raw -624892.933177 + Penalty 2855.101478 = -622037.831698
  nChanged 22
		SP:Iteration 30Q (89225.840000 sec): 3 clusters
  Score: Raw -624906.099933 + Penalty 2855.101478 = -622050.998455
  nChanged 27
		SP:Iteration 31Q (89225.940000 sec): 3 clusters
  Score: Raw -624919.061513 + Penalty 2855.101478 = -622063.960035
  nChanged 24
		SP:Iteration 32Q (89226.050000 sec): 3 clusters
  Score: Raw -624933.627541 + Penalty 2855.101478 = -622078.526063
  nChanged 22
		SP:Iteration 33Q (89226.150000 sec): 3 clusters
  Score: Raw -624946.029580 + Penalty 2855.101478 = -622090.928101
  nChanged 17
		SP:Iteration 34Q (89226.250000 sec): 3 clusters
  Score: Raw -624954.946148 + Penalty 2855.101478 = -622099.844670
  nChanged 13
		SP:Iteration 35Q (89226.360000 sec): 3 clusters
  Score: Raw -624961.101256 + Penalty 2855.101478 = -622105.999778
  nChanged 11
		SP:Iteration 36Q (89226.460000 sec): 3 clusters
  Score: Raw -624967.350427 + Penalty 2855.101478 = -622112.248948
  nChanged 10
		SP:Iteration 37Q (89226.560000 sec): 3 clusters
  Score: Raw -624972.505218 + Penalty 2855.101478 = -622117.403739
  nChanged 7
		SP:Iteration 38Q (89226.670000 sec): 3 clusters
  Score: Raw -624975.230097 + Penalty 2855.101478 = -622120.128618
  nChanged 3
		SP:Iteration 39Q (89226.780000 sec): 3 clusters
  Score: Raw -624976.882263 + Penalty 2855.101478 = -622121.780785
  nChanged 6
		SP:Iteration 40F (89226.880000 sec): 3 clusters
  Score: Raw -624979.515617 + Penalty 2855.101478 = -622124.414139
  nChanged 1
		SP:Iteration 41Q (89226.990000 sec): 3 clusters
  Score: Raw -624980.607617 + Penalty 2855.101478 = -622125.506138
  nChanged 2
		SP:Iteration 42Q (89227.090000 sec): 3 clusters
  Score: Raw -624981.525391 + Penalty 2855.101478 = -622126.423912
  nChanged 5
		SP:Iteration 43Q (89227.190000 sec): 3 clusters
  Score: Raw -624984.221692 + Penalty 2855.101478 = -622129.120214
  nChanged 6
		SP:Iteration 44Q (89227.290000 sec): 3 clusters
  Score: Raw -624989.906326 + Penalty 2855.101478 = -622134.804847
  nChanged 10
		SP:Iteration 45Q (89227.400000 sec): 3 clusters
  Score: Raw -624996.331703 + Penalty 2855.101478 = -622141.230224
  nChanged 7
		SP:Iteration 46Q (89227.500000 sec): 3 clusters
  Score: Raw -624999.770718 + Penalty 2855.101478 = -622144.669240
  nChanged 3
		SP:Iteration 47Q (89227.600000 sec): 3 clusters
  Score: Raw -625002.230816 + Penalty 2855.101478 = -622147.129338
  nChanged 4
		SP:Iteration 48Q (89227.700000 sec): 3 clusters
  Score: Raw -625004.148156 + Penalty 2855.101478 = -622149.046678
  nChanged 0
		SP:Iteration 49F (89227.810000 sec): 3 clusters
  Score: Raw -625004.148156 + Penalty 2855.101478 = -622149.046678
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89227.890000 sec): 2 clusters
  Score: Raw -339315.428003 + Penalty 1308.342902 = -338007.085101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89227.950000 sec): 3 clusters
  Score: Raw -337814.259011 + Penalty 2616.685803 = -335197.573208
  nChanged 1196
		SP:Iteration 1F (89228.010000 sec): 3 clusters
  Score: Raw -338505.895182 + Penalty 2616.685803 = -335889.209378
  nChanged 254
		SP:Iteration 2F (89228.070000 sec): 3 clusters
  Score: Raw -338680.749109 + Penalty 2616.685803 = -336064.063306
  nChanged 181
		SP:Iteration 3F (89228.130000 sec): 3 clusters
  Score: Raw -338804.111897 + Penalty 2616.685803 = -336187.426094
  nChanged 152
		SP:Iteration 4Q (89228.190000 sec): 3 clusters
  Score: Raw -338926.566974 + Penalty 2616.685803 = -336309.881170
  nChanged 154
		SP:Iteration 5Q (89228.250000 sec): 3 clusters
  Score: Raw -339061.591718 + Penalty 2616.685803 = -336444.905915
  nChanged 146
		SP:Iteration 6Q (89228.310000 sec): 3 clusters
  Score: Raw -339160.926094 + Penalty 2616.685803 = -336544.240291
  nChanged 103
		SP:Iteration 7Q (89228.380000 sec): 3 clusters
  Score: Raw -339221.332076 + Penalty 2616.685803 = -336604.646273
  nChanged 71
		SP:Iteration 8Q (89228.440000 sec): 3 clusters
  Score: Raw -339252.177454 + Penalty 2616.685803 = -336635.491651
  nChanged 62
		SP:Iteration 9Q (89228.500000 sec): 3 clusters
  Score: Raw -339280.107483 + Penalty 2616.685803 = -336663.421680
  nChanged 50
		SP:Iteration 10Q (89228.560000 sec): 3 clusters
  Score: Raw -339307.314127 + Penalty 2616.685803 = -336690.628324
  nChanged 62
		SP:Iteration 11Q (89228.620000 sec): 3 clusters
  Score: Raw -339342.474205 + Penalty 2616.685803 = -336725.788402
  nChanged 57
		SP:Iteration 12Q (89228.680000 sec): 3 clusters
  Score: Raw -339375.251744 + Penalty 2616.685803 = -336758.565941
  nChanged 47
		SP:Iteration 13Q (89228.740000 sec): 3 clusters
  Score: Raw -339406.263048 + Penalty 2616.685803 = -336789.577244
  nChanged 47
		SP:Iteration 14Q (89228.800000 sec): 3 clusters
  Score: Raw -339432.997055 + Penalty 2616.685803 = -336816.311252
  nChanged 35
		SP:Iteration 15Q (89228.860000 sec): 3 clusters
  Score: Raw -339449.901824 + Penalty 2616.685803 = -336833.216020
  nChanged 24
		SP:Iteration 16Q (89228.920000 sec): 3 clusters
  Score: Raw -339464.552440 + Penalty 2616.685803 = -336847.866636
  nChanged 24
		SP:Iteration 17Q (89228.980000 sec): 3 clusters
  Score: Raw -339476.610595 + Penalty 2616.685803 = -336859.924792
  nChanged 21
		SP:Iteration 18Q (89229.040000 sec): 3 clusters
  Score: Raw -339483.774146 + Penalty 2616.685803 = -336867.088343
  nChanged 10
		SP:Iteration 19Q (89229.100000 sec): 3 clusters
  Score: Raw -339488.958859 + Penalty 2616.685803 = -336872.273056
  nChanged 11
		SP:Iteration 20F (89229.160000 sec): 3 clusters
  Score: Raw -339494.306260 + Penalty 2616.685803 = -336877.620456
  nChanged 10
		SP:Iteration 21Q (89229.220000 sec): 3 clusters
  Score: Raw -339497.651070 + Penalty 2616.685803 = -336880.965266
  nChanged 5
		SP:Iteration 22Q (89229.280000 sec): 3 clusters
  Score: Raw -339500.584993 + Penalty 2616.685803 = -336883.899189
  nChanged 4
		SP:Iteration 23Q (89229.340000 sec): 3 clusters
  Score: Raw -339501.904540 + Penalty 2616.685803 = -336885.218737
  nChanged 6
		SP:Iteration 24Q (89229.400000 sec): 3 clusters
  Score: Raw -339504.239281 + Penalty 2616.685803 = -336887.553477
  nChanged 7
		SP:Iteration 25Q (89229.460000 sec): 3 clusters
  Score: Raw -339507.435452 + Penalty 2616.685803 = -336890.749648
  nChanged 13
		SP:Iteration 26Q (89229.520000 sec): 3 clusters
  Score: Raw -339515.363284 + Penalty 2616.685803 = -336898.677480
  nChanged 14
		SP:Iteration 27Q (89229.580000 sec): 3 clusters
  Score: Raw -339523.788194 + Penalty 2616.685803 = -336907.102391
  nChanged 11
		SP:Iteration 28Q (89229.640000 sec): 3 clusters
  Score: Raw -339531.289966 + Penalty 2616.685803 = -336914.604163
  nChanged 13
		SP:Iteration 29Q (89229.700000 sec): 3 clusters
  Score: Raw -339538.767413 + Penalty 2616.685803 = -336922.081609
  nChanged 15
		SP:Iteration 30Q (89229.760000 sec): 3 clusters
  Score: Raw -339545.459751 + Penalty 2616.685803 = -336928.773948
  nChanged 13
		SP:Iteration 31Q (89229.820000 sec): 3 clusters
  Score: Raw -339549.783667 + Penalty 2616.685803 = -336933.097864
  nChanged 11
		SP:Iteration 32Q (89229.880000 sec): 3 clusters
  Score: Raw -339555.792746 + Penalty 2616.685803 = -336939.106943
  nChanged 7
		SP:Iteration 33Q (89229.940000 sec): 3 clusters
  Score: Raw -339562.185342 + Penalty 2616.685803 = -336945.499539
  nChanged 9
		SP:Iteration 34Q (89230.000000 sec): 3 clusters
  Score: Raw -339567.572196 + Penalty 2616.685803 = -336950.886393
  nChanged 13
		SP:Iteration 35Q (89230.060000 sec): 3 clusters
  Score: Raw -339573.952051 + Penalty 2616.685803 = -336957.266247
  nChanged 10
		SP:Iteration 36Q (89230.120000 sec): 3 clusters
  Score: Raw -339580.035111 + Penalty 2616.685803 = -336963.349308
  nChanged 8
		SP:Iteration 37Q (89230.180000 sec): 3 clusters
  Score: Raw -339584.339015 + Penalty 2616.685803 = -336967.653211
  nChanged 9
		SP:Iteration 38Q (89230.240000 sec): 3 clusters
  Score: Raw -339588.790358 + Penalty 2616.685803 = -336972.104555
  nChanged 11
		SP:Iteration 39Q (89230.290000 sec): 3 clusters
  Score: Raw -339594.337364 + Penalty 2616.685803 = -336977.651561
  nChanged 9
		SP:Iteration 40F (89230.350000 sec): 3 clusters
  Score: Raw -339598.361668 + Penalty 2616.685803 = -336981.675864
  nChanged 4
		SP:Iteration 41Q (89230.410000 sec): 3 clusters
  Score: Raw -339600.621403 + Penalty 2616.685803 = -336983.935600
  nChanged 5
		SP:Iteration 42Q (89230.470000 sec): 3 clusters
  Score: Raw -339602.839232 + Penalty 2616.685803 = -336986.153429
  nChanged 4
		SP:Iteration 43Q (89230.530000 sec): 3 clusters
  Score: Raw -339604.183611 + Penalty 2616.685803 = -336987.497807
  nChanged 4
		SP:Iteration 44Q (89230.590000 sec): 3 clusters
  Score: Raw -339605.777748 + Penalty 2616.685803 = -336989.091945
  nChanged 5
		SP:Iteration 45Q (89230.650000 sec): 3 clusters
  Score: Raw -339608.417592 + Penalty 2616.685803 = -336991.731789
  nChanged 3
		SP:Iteration 46Q (89230.710000 sec): 3 clusters
  Score: Raw -339610.392559 + Penalty 2616.685803 = -336993.706756
  nChanged 8
		SP:Iteration 47Q (89230.770000 sec): 3 clusters
  Score: Raw -339614.120087 + Penalty 2616.685803 = -336997.434284
  nChanged 8
		SP:Iteration 48Q (89230.830000 sec): 3 clusters
  Score: Raw -339618.090628 + Penalty 2616.685803 = -337001.404824
  nChanged 7
		SP:Iteration 49Q (89230.890000 sec): 3 clusters
  Score: Raw -339621.940258 + Penalty 2616.685803 = -337005.254454
  nChanged 6
		SP:Iteration 50Q (89230.950000 sec): 3 clusters
  Score: Raw -339624.753680 + Penalty 2616.685803 = -337008.067877
  nChanged 4
		SP:Iteration 51Q (89231.010000 sec): 3 clusters
  Score: Raw -339626.872465 + Penalty 2616.685803 = -337010.186662
  nChanged 4
		SP:Iteration 52Q (89231.070000 sec): 3 clusters
  Score: Raw -339628.085172 + Penalty 2616.685803 = -337011.399369
  nChanged 5
		SP:Iteration 53Q (89231.130000 sec): 3 clusters
  Score: Raw -339630.148197 + Penalty 2616.685803 = -337013.462394
  nChanged 7
		SP:Iteration 54Q (89231.190000 sec): 3 clusters
  Score: Raw -339634.219119 + Penalty 2616.685803 = -337017.533316
  nChanged 7
		SP:Iteration 55Q (89231.250000 sec): 3 clusters
  Score: Raw -339638.782579 + Penalty 2616.685803 = -337022.096775
  nChanged 5
		SP:Iteration 56Q (89231.310000 sec): 3 clusters
  Score: Raw -339640.991272 + Penalty 2616.685803 = -337024.305469
  nChanged 1
		SP:Iteration 57Q (89231.370000 sec): 3 clusters
  Score: Raw -339642.320360 + Penalty 2616.685803 = -337025.634557
  nChanged 6
		SP:Iteration 58Q (89231.430000 sec): 3 clusters
  Score: Raw -339645.725469 + Penalty 2616.685803 = -337029.039666
  nChanged 3
		SP:Iteration 59Q (89231.490000 sec): 3 clusters
  Score: Raw -339647.503090 + Penalty 2616.685803 = -337030.817287
  nChanged 4
		SP:Iteration 60F (89231.550000 sec): 3 clusters
  Score: Raw -339650.119107 + Penalty 2616.685803 = -337033.433303
  nChanged 4
		SP:Iteration 61Q (89231.600000 sec): 3 clusters
  Score: Raw -339651.871284 + Penalty 2616.685803 = -337035.185481
  nChanged 3
		SP:Iteration 62Q (89231.660000 sec): 3 clusters
  Score: Raw -339653.428266 + Penalty 2616.685803 = -337036.742462
  nChanged 4
		SP:Iteration 63Q (89231.720000 sec): 3 clusters
  Score: Raw -339655.985940 + Penalty 2616.685803 = -337039.300137
  nChanged 5
		SP:Iteration 64Q (89231.780000 sec): 3 clusters
  Score: Raw -339659.209165 + Penalty 2616.685803 = -337042.523362
  nChanged 6
		SP:Iteration 65Q (89231.840000 sec): 3 clusters
  Score: Raw -339664.003740 + Penalty 2616.685803 = -337047.317936
  nChanged 6
		SP:Iteration 66Q (89231.900000 sec): 3 clusters
  Score: Raw -339667.997677 + Penalty 2616.685803 = -337051.311874
  nChanged 3
		SP:Iteration 67Q (89231.960000 sec): 3 clusters
  Score: Raw -339669.241417 + Penalty 2616.685803 = -337052.555613
  nChanged 3
		SP:Iteration 68Q (89232.020000 sec): 3 clusters
  Score: Raw -339671.572411 + Penalty 2616.685803 = -337054.886608
  nChanged 6
		SP:Iteration 69Q (89232.080000 sec): 3 clusters
  Score: Raw -339676.082579 + Penalty 2616.685803 = -337059.396776
  nChanged 7
		SP:Iteration 70Q (89232.140000 sec): 3 clusters
  Score: Raw -339680.195225 + Penalty 2616.685803 = -337063.509422
  nChanged 6
		SP:Iteration 71Q (89232.200000 sec): 3 clusters
  Score: Raw -339683.165668 + Penalty 2616.685803 = -337066.479865
  nChanged 0
		SP:Iteration 72F (89232.260000 sec): 3 clusters
  Score: Raw -339683.165668 + Penalty 2616.685803 = -337066.479865
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89232.320000 sec): 2 clusters
  Score: Raw -175557.730346 + Penalty 1207.104144 = -174350.626201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89232.350000 sec): 3 clusters
  Score: Raw -174864.380124 + Penalty 2414.208288 = -172450.171836
  nChanged 552
		SP:Iteration 1F (89232.390000 sec): 3 clusters
  Score: Raw -175263.682917 + Penalty 2414.208288 = -172849.474629
  nChanged 134
		SP:Iteration 2F (89232.420000 sec): 3 clusters
  Score: Raw -175380.536557 + Penalty 2414.208288 = -172966.328269
  nChanged 83
		SP:Iteration 3Q (89232.450000 sec): 3 clusters
  Score: Raw -175444.917323 + Penalty 2414.208288 = -173030.709035
  nChanged 50
		SP:Iteration 4Q (89232.480000 sec): 3 clusters
  Score: Raw -175486.198195 + Penalty 2414.208288 = -173071.989907
  nChanged 50
		SP:Iteration 5Q (89232.520000 sec): 3 clusters
  Score: Raw -175526.432884 + Penalty 2414.208288 = -173112.224596
  nChanged 48
		SP:Iteration 6Q (89232.550000 sec): 3 clusters
  Score: Raw -175557.893629 + Penalty 2414.208288 = -173143.685341
  nChanged 32
		SP:Iteration 7Q (89232.580000 sec): 3 clusters
  Score: Raw -175576.627444 + Penalty 2414.208288 = -173162.419156
  nChanged 20
		SP:Iteration 8Q (89232.620000 sec): 3 clusters
  Score: Raw -175587.808701 + Penalty 2414.208288 = -173173.600413
  nChanged 13
		SP:Iteration 9Q (89232.650000 sec): 3 clusters
  Score: Raw -175594.040833 + Penalty 2414.208288 = -173179.832545
  nChanged 11
		SP:Iteration 10Q (89232.690000 sec): 3 clusters
  Score: Raw -175600.398236 + Penalty 2414.208288 = -173186.189948
  nChanged 7
		SP:Iteration 11Q (89232.720000 sec): 3 clusters
  Score: Raw -175605.852526 + Penalty 2414.208288 = -173191.644237
  nChanged 7
		SP:Iteration 12Q (89232.750000 sec): 3 clusters
  Score: Raw -175610.030099 + Penalty 2414.208288 = -173195.821810
  nChanged 9
		SP:Iteration 13Q (89232.790000 sec): 3 clusters
  Score: Raw -175613.945972 + Penalty 2414.208288 = -173199.737684
  nChanged 7
		SP:Iteration 14Q (89232.820000 sec): 3 clusters
  Score: Raw -175618.721440 + Penalty 2414.208288 = -173204.513152
  nChanged 9
		SP:Iteration 15Q (89232.850000 sec): 3 clusters
  Score: Raw -175624.396855 + Penalty 2414.208288 = -173210.188567
  nChanged 10
		SP:Iteration 16Q (89232.890000 sec): 3 clusters
  Score: Raw -175629.172143 + Penalty 2414.208288 = -173214.963855
  nChanged 4
		SP:Iteration 17Q (89232.920000 sec): 3 clusters
  Score: Raw -175632.822369 + Penalty 2414.208288 = -173218.614081
  nChanged 8
		SP:Iteration 18Q (89232.950000 sec): 3 clusters
  Score: Raw -175638.706759 + Penalty 2414.208288 = -173224.498471
  nChanged 8
		SP:Iteration 19Q (89232.990000 sec): 3 clusters
  Score: Raw -175644.523577 + Penalty 2414.208288 = -173230.315289
  nChanged 6
		SP:Iteration 20F (89233.020000 sec): 3 clusters
  Score: Raw -175647.279249 + Penalty 2414.208288 = -173233.070961
  nChanged 2
		SP:Iteration 21Q (89233.050000 sec): 3 clusters
  Score: Raw -175648.781253 + Penalty 2414.208288 = -173234.572965
  nChanged 5
		SP:Iteration 22Q (89233.080000 sec): 3 clusters
  Score: Raw -175650.769365 + Penalty 2414.208288 = -173236.561077
  nChanged 5
		SP:Iteration 23Q (89233.120000 sec): 3 clusters
  Score: Raw -175652.923388 + Penalty 2414.208288 = -173238.715100
  nChanged 5
		SP:Iteration 24Q (89233.150000 sec): 3 clusters
  Score: Raw -175654.994134 + Penalty 2414.208288 = -173240.785846
  nChanged 1
		SP:Iteration 25Q (89233.180000 sec): 3 clusters
  Score: Raw -175655.284374 + Penalty 2414.208288 = -173241.076086
  nChanged 1
		SP:Iteration 26Q (89233.220000 sec): 3 clusters
  Score: Raw -175655.640444 + Penalty 2414.208288 = -173241.432156
  nChanged 0
		SP:Iteration 27F (89233.250000 sec): 3 clusters
  Score: Raw -175655.640444 + Penalty 2414.208288 = -173241.432156
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89233.320000 sec): 2 clusters
  Score: Raw -302113.069151 + Penalty 1290.344872 = -300822.724279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89233.380000 sec): 3 clusters
  Score: Raw -300825.693727 + Penalty 2580.689744 = -298245.003983
  nChanged 1040
		SP:Iteration 1F (89233.440000 sec): 3 clusters
  Score: Raw -301437.682216 + Penalty 2580.689744 = -298856.992472
  nChanged 219
		SP:Iteration 2F (89233.490000 sec): 3 clusters
  Score: Raw -301565.516669 + Penalty 2580.689744 = -298984.826926
  nChanged 147
		SP:Iteration 3F (89233.550000 sec): 3 clusters
  Score: Raw -301638.513994 + Penalty 2580.689744 = -299057.824250
  nChanged 97
		SP:Iteration 4Q (89233.610000 sec): 3 clusters
  Score: Raw -301691.764431 + Penalty 2580.689744 = -299111.074687
  nChanged 88
		SP:Iteration 5Q (89233.660000 sec): 3 clusters
  Score: Raw -301737.740002 + Penalty 2580.689744 = -299157.050258
  nChanged 85
		SP:Iteration 6Q (89233.720000 sec): 3 clusters
  Score: Raw -301786.704606 + Penalty 2580.689744 = -299206.014862
  nChanged 76
		SP:Iteration 7Q (89233.780000 sec): 3 clusters
  Score: Raw -301827.935194 + Penalty 2580.689744 = -299247.245450
  nChanged 74
		SP:Iteration 8Q (89233.830000 sec): 3 clusters
  Score: Raw -301872.033581 + Penalty 2580.689744 = -299291.343837
  nChanged 68
		SP:Iteration 9Q (89233.890000 sec): 3 clusters
  Score: Raw -301914.583958 + Penalty 2580.689744 = -299333.894214
  nChanged 64
		SP:Iteration 10Q (89233.940000 sec): 3 clusters
  Score: Raw -301957.683011 + Penalty 2580.689744 = -299376.993267
  nChanged 54
		SP:Iteration 11Q (89234.000000 sec): 3 clusters
  Score: Raw -301994.766353 + Penalty 2580.689744 = -299414.076609
  nChanged 61
		SP:Iteration 12Q (89234.060000 sec): 3 clusters
  Score: Raw -302033.115195 + Penalty 2580.689744 = -299452.425451
  nChanged 43
		SP:Iteration 13Q (89234.110000 sec): 3 clusters
  Score: Raw -302063.595562 + Penalty 2580.689744 = -299482.905818
  nChanged 47
		SP:Iteration 14Q (89234.170000 sec): 3 clusters
  Score: Raw -302098.593834 + Penalty 2580.689744 = -299517.904090
  nChanged 38
		SP:Iteration 15Q (89234.220000 sec): 3 clusters
  Score: Raw -302124.584279 + Penalty 2580.689744 = -299543.894535
  nChanged 37
		SP:Iteration 16Q (89234.280000 sec): 3 clusters
  Score: Raw -302155.058615 + Penalty 2580.689744 = -299574.368871
  nChanged 34
		SP:Iteration 17Q (89234.340000 sec): 3 clusters
  Score: Raw -302188.242066 + Penalty 2580.689744 = -299607.552322
  nChanged 26
		SP:Iteration 18Q (89234.390000 sec): 3 clusters
  Score: Raw -302210.608452 + Penalty 2580.689744 = -299629.918708
  nChanged 36
		SP:Iteration 19Q (89234.440000 sec): 3 clusters
  Score: Raw -302237.313041 + Penalty 2580.689744 = -299656.623297
  nChanged 25
		SP:Iteration 20F (89234.500000 sec): 3 clusters
  Score: Raw -302253.219661 + Penalty 2580.689744 = -299672.529917
  nChanged 13
		SP:Iteration 21Q (89234.550000 sec): 3 clusters
  Score: Raw -302261.957956 + Penalty 2580.689744 = -299681.268212
  nChanged 9
		SP:Iteration 22Q (89234.610000 sec): 3 clusters
  Score: Raw -302270.026260 + Penalty 2580.689744 = -299689.336517
  nChanged 9
		SP:Iteration 23Q (89234.660000 sec): 3 clusters
  Score: Raw -302276.830546 + Penalty 2580.689744 = -299696.140802
  nChanged 6
		SP:Iteration 24Q (89234.720000 sec): 3 clusters
  Score: Raw -302280.092528 + Penalty 2580.689744 = -299699.402785
  nChanged 5
		SP:Iteration 25Q (89234.770000 sec): 3 clusters
  Score: Raw -302283.835069 + Penalty 2580.689744 = -299703.145325
  nChanged 4
		SP:Iteration 26Q (89234.820000 sec): 3 clusters
  Score: Raw -302286.604636 + Penalty 2580.689744 = -299705.914893
  nChanged 1
		SP:Iteration 27Q (89234.880000 sec): 3 clusters
  Score: Raw -302286.977528 + Penalty 2580.689744 = -299706.287784
  nChanged 0
		SP:Iteration 28F (89234.930000 sec): 3 clusters
  Score: Raw -302286.977528 + Penalty 2580.689744 = -299706.287784
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (5633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89235.020000 sec): 2 clusters
  Score: Raw -523955.503025 + Penalty 1403.414584 = -522552.088441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89235.130000 sec): 3 clusters
  Score: Raw -521033.613041 + Penalty 2806.829168 = -518226.783873
  nChanged 2308
		SP:Iteration 1F (89235.240000 sec): 3 clusters
  Score: Raw -522287.767344 + Penalty 2806.829168 = -519480.938177
  nChanged 409
		SP:Iteration 2F (89235.340000 sec): 3 clusters
  Score: Raw -522489.310806 + Penalty 2806.829168 = -519682.481638
  nChanged 284
		SP:Iteration 3F (89235.450000 sec): 3 clusters
  Score: Raw -522642.228026 + Penalty 2806.829168 = -519835.398859
  nChanged 260
		SP:Iteration 4Q (89235.560000 sec): 3 clusters
  Score: Raw -522782.464394 + Penalty 2806.829168 = -519975.635226
  nChanged 250
		SP:Iteration 5Q (89235.660000 sec): 3 clusters
  Score: Raw -522913.497856 + Penalty 2806.829168 = -520106.668689
  nChanged 228
		SP:Iteration 6Q (89235.770000 sec): 3 clusters
  Score: Raw -523032.875607 + Penalty 2806.829168 = -520226.046440
  nChanged 204
		SP:Iteration 7Q (89235.880000 sec): 3 clusters
  Score: Raw -523142.897382 + Penalty 2806.829168 = -520336.068215
  nChanged 191
		SP:Iteration 8Q (89235.990000 sec): 3 clusters
  Score: Raw -523241.466203 + Penalty 2806.829168 = -520434.637035
  nChanged 168
		SP:Iteration 9Q (89236.100000 sec): 3 clusters
  Score: Raw -523330.571494 + Penalty 2806.829168 = -520523.742326
  nChanged 143
		SP:Iteration 10Q (89236.210000 sec): 3 clusters
  Score: Raw -523404.424225 + Penalty 2806.829168 = -520597.595057
  nChanged 124
		SP:Iteration 11Q (89236.320000 sec): 3 clusters
  Score: Raw -523466.126360 + Penalty 2806.829168 = -520659.297193
  nChanged 115
		SP:Iteration 12Q (89236.420000 sec): 3 clusters
  Score: Raw -523520.172620 + Penalty 2806.829168 = -520713.343453
  nChanged 108
		SP:Iteration 13Q (89236.530000 sec): 3 clusters
  Score: Raw -523579.617581 + Penalty 2806.829168 = -520772.788414
  nChanged 110
		SP:Iteration 14Q (89236.640000 sec): 3 clusters
  Score: Raw -523645.674738 + Penalty 2806.829168 = -520838.845571
  nChanged 127
		SP:Iteration 15Q (89236.750000 sec): 3 clusters
  Score: Raw -523721.700481 + Penalty 2806.829168 = -520914.871314
  nChanged 122
		SP:Iteration 16Q (89236.860000 sec): 3 clusters
  Score: Raw -523796.511233 + Penalty 2806.829168 = -520989.682065
  nChanged 111
		SP:Iteration 17Q (89236.960000 sec): 3 clusters
  Score: Raw -523866.309805 + Penalty 2806.829168 = -521059.480638
  nChanged 101
		SP:Iteration 18Q (89237.070000 sec): 3 clusters
  Score: Raw -523924.801737 + Penalty 2806.829168 = -521117.972570
  nChanged 81
		SP:Iteration 19Q (89237.180000 sec): 3 clusters
  Score: Raw -523975.610624 + Penalty 2806.829168 = -521168.781456
  nChanged 99
		SP:Iteration 20F (89237.280000 sec): 3 clusters
  Score: Raw -524037.093835 + Penalty 2806.829168 = -521230.264668
  nChanged 85
		SP:Iteration 21Q (89237.380000 sec): 3 clusters
  Score: Raw -524091.192158 + Penalty 2806.829168 = -521284.362991
  nChanged 99
		SP:Iteration 22Q (89237.490000 sec): 3 clusters
  Score: Raw -524158.666901 + Penalty 2806.829168 = -521351.837733
  nChanged 101
		SP:Iteration 23Q (89237.590000 sec): 3 clusters
  Score: Raw -524235.362485 + Penalty 2806.829168 = -521428.533317
  nChanged 128
		SP:Iteration 24Q (89237.690000 sec): 3 clusters
  Score: Raw -524357.046177 + Penalty 2806.829168 = -521550.217009
  nChanged 124
		SP:Iteration 25Q (89237.800000 sec): 3 clusters
  Score: Raw -524469.437110 + Penalty 2806.829168 = -521662.607942
  nChanged 136
		SP:Iteration 26Q (89237.900000 sec): 3 clusters
  Score: Raw -524590.439401 + Penalty 2806.829168 = -521783.610233
  nChanged 135
		SP:Iteration 27Q (89238.000000 sec): 3 clusters
  Score: Raw -524716.388174 + Penalty 2806.829168 = -521909.559007
  nChanged 126
		SP:Iteration 28Q (89238.100000 sec): 3 clusters
  Score: Raw -524841.609580 + Penalty 2806.829168 = -522034.780413
  nChanged 121
		SP:Iteration 29Q (89238.200000 sec): 3 clusters
  Score: Raw -524937.936896 + Penalty 2806.829168 = -522131.107729
  nChanged 95
		SP:Iteration 30Q (89238.310000 sec): 3 clusters
  Score: Raw -525003.050919 + Penalty 2806.829168 = -522196.221752
  nChanged 83
		SP:Iteration 31Q (89238.410000 sec): 3 clusters
  Score: Raw -525052.113517 + Penalty 2806.829168 = -522245.284350
  nChanged 56
		SP:Iteration 32Q (89238.510000 sec): 3 clusters
  Score: Raw -525075.736954 + Penalty 2806.829168 = -522268.907786
  nChanged 45
		SP:Iteration 33Q (89238.610000 sec): 3 clusters
  Score: Raw -525101.796693 + Penalty 2806.829168 = -522294.967525
  nChanged 44
		SP:Iteration 34Q (89238.710000 sec): 3 clusters
  Score: Raw -525128.361798 + Penalty 2806.829168 = -522321.532631
  nChanged 44
		SP:Iteration 35Q (89238.810000 sec): 3 clusters
  Score: Raw -525148.824465 + Penalty 2806.829168 = -522341.995297
  nChanged 38
		SP:Iteration 36Q (89238.910000 sec): 3 clusters
  Score: Raw -525165.934438 + Penalty 2806.829168 = -522359.105270
  nChanged 35
		SP:Iteration 37Q (89239.010000 sec): 3 clusters
  Score: Raw -525181.436142 + Penalty 2806.829168 = -522374.606974
  nChanged 29
		SP:Iteration 38Q (89239.110000 sec): 3 clusters
  Score: Raw -525191.824579 + Penalty 2806.829168 = -522384.995411
  nChanged 18
		SP:Iteration 39Q (89239.210000 sec): 3 clusters
  Score: Raw -525197.247307 + Penalty 2806.829168 = -522390.418139
  nChanged 15
		SP:Iteration 40F (89239.320000 sec): 3 clusters
  Score: Raw -525201.199487 + Penalty 2806.829168 = -522394.370319
  nChanged 13
		SP:Iteration 41Q (89239.420000 sec): 3 clusters
  Score: Raw -525204.208713 + Penalty 2806.829168 = -522397.379546
  nChanged 11
		SP:Iteration 42Q (89239.520000 sec): 3 clusters
  Score: Raw -525206.245974 + Penalty 2806.829168 = -522399.416806
  nChanged 5
		SP:Iteration 43Q (89239.620000 sec): 3 clusters
  Score: Raw -525206.759715 + Penalty 2806.829168 = -522399.930547
  nChanged 3
		SP:Iteration 44Q (89239.720000 sec): 3 clusters
  Score: Raw -525207.232261 + Penalty 2806.829168 = -522400.403094
  nChanged 2
		SP:Iteration 45Q (89239.820000 sec): 3 clusters
  Score: Raw -525207.608790 + Penalty 2806.829168 = -522400.779622
  nChanged 3
		SP:Iteration 46Q (89239.920000 sec): 3 clusters
  Score: Raw -525207.988842 + Penalty 2806.829168 = -522401.159675
  nChanged 1
		SP:Iteration 47Q (89240.020000 sec): 3 clusters
  Score: Raw -525208.186781 + Penalty 2806.829168 = -522401.357613
  nChanged 1
		SP:Iteration 48Q (89240.120000 sec): 3 clusters
  Score: Raw -525208.524780 + Penalty 2806.829168 = -522401.695612
  nChanged 0
		SP:Iteration 49F (89240.230000 sec): 3 clusters
  Score: Raw -525208.524780 + Penalty 2806.829168 = -522401.695612
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89240.300000 sec): 2 clusters
  Score: Raw -281326.634083 + Penalty 1285.470974 = -280041.163109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89240.350000 sec): 3 clusters
  Score: Raw -280065.107294 + Penalty 2570.941949 = -277494.165345
  nChanged 1019
		SP:Iteration 1F (89240.410000 sec): 3 clusters
  Score: Raw -280647.681544 + Penalty 2570.941949 = -278076.739595
  nChanged 214
		SP:Iteration 2F (89240.460000 sec): 3 clusters
  Score: Raw -280791.505499 + Penalty 2570.941949 = -278220.563550
  nChanged 125
		SP:Iteration 3Q (89240.520000 sec): 3 clusters
  Score: Raw -280876.636581 + Penalty 2570.941949 = -278305.694632
  nChanged 101
		SP:Iteration 4Q (89240.570000 sec): 3 clusters
  Score: Raw -280939.966129 + Penalty 2570.941949 = -278369.024180
  nChanged 87
		SP:Iteration 5Q (89240.620000 sec): 3 clusters
  Score: Raw -280987.948938 + Penalty 2570.941949 = -278417.006989
  nChanged 74
		SP:Iteration 6Q (89240.680000 sec): 3 clusters
  Score: Raw -281035.236394 + Penalty 2570.941949 = -278464.294445
  nChanged 69
		SP:Iteration 7Q (89240.730000 sec): 3 clusters
  Score: Raw -281074.314353 + Penalty 2570.941949 = -278503.372404
  nChanged 49
		SP:Iteration 8Q (89240.780000 sec): 3 clusters
  Score: Raw -281104.211474 + Penalty 2570.941949 = -278533.269525
  nChanged 42
		SP:Iteration 9Q (89240.840000 sec): 3 clusters
  Score: Raw -281128.552493 + Penalty 2570.941949 = -278557.610544
  nChanged 34
		SP:Iteration 10Q (89240.890000 sec): 3 clusters
  Score: Raw -281146.649635 + Penalty 2570.941949 = -278575.707686
  nChanged 33
		SP:Iteration 11Q (89240.940000 sec): 3 clusters
  Score: Raw -281165.135737 + Penalty 2570.941949 = -278594.193788
  nChanged 39
		SP:Iteration 12Q (89240.990000 sec): 3 clusters
  Score: Raw -281190.726731 + Penalty 2570.941949 = -278619.784782
  nChanged 42
		SP:Iteration 13Q (89241.040000 sec): 3 clusters
  Score: Raw -281214.390645 + Penalty 2570.941949 = -278643.448696
  nChanged 37
		SP:Iteration 14Q (89241.100000 sec): 3 clusters
  Score: Raw -281238.453217 + Penalty 2570.941949 = -278667.511268
  nChanged 40
		SP:Iteration 15Q (89241.150000 sec): 3 clusters
  Score: Raw -281263.254682 + Penalty 2570.941949 = -278692.312733
  nChanged 35
		SP:Iteration 16Q (89241.200000 sec): 3 clusters
  Score: Raw -281285.635903 + Penalty 2570.941949 = -278714.693954
  nChanged 30
		SP:Iteration 17Q (89241.260000 sec): 3 clusters
  Score: Raw -281301.584308 + Penalty 2570.941949 = -278730.642359
  nChanged 21
		SP:Iteration 18Q (89241.310000 sec): 3 clusters
  Score: Raw -281314.870248 + Penalty 2570.941949 = -278743.928300
  nChanged 18
		SP:Iteration 19Q (89241.360000 sec): 3 clusters
  Score: Raw -281331.328983 + Penalty 2570.941949 = -278760.387034
  nChanged 19
		SP:Iteration 20F (89241.410000 sec): 3 clusters
  Score: Raw -281343.615111 + Penalty 2570.941949 = -278772.673162
  nChanged 19
		SP:Iteration 21Q (89241.460000 sec): 3 clusters
  Score: Raw -281359.464040 + Penalty 2570.941949 = -278788.522091
  nChanged 17
		SP:Iteration 22Q (89241.510000 sec): 3 clusters
  Score: Raw -281372.322996 + Penalty 2570.941949 = -278801.381047
  nChanged 14
		SP:Iteration 23Q (89241.560000 sec): 3 clusters
  Score: Raw -281380.528516 + Penalty 2570.941949 = -278809.586567
  nChanged 8
		SP:Iteration 24Q (89241.620000 sec): 3 clusters
  Score: Raw -281386.602628 + Penalty 2570.941949 = -278815.660680
  nChanged 7
		SP:Iteration 25Q (89241.670000 sec): 3 clusters
  Score: Raw -281390.825905 + Penalty 2570.941949 = -278819.883956
  nChanged 6
		SP:Iteration 26Q (89241.720000 sec): 3 clusters
  Score: Raw -281396.591516 + Penalty 2570.941949 = -278825.649567
  nChanged 3
		SP:Iteration 27Q (89241.770000 sec): 3 clusters
  Score: Raw -281399.186303 + Penalty 2570.941949 = -278828.244354
  nChanged 5
		SP:Iteration 28Q (89241.820000 sec): 3 clusters
  Score: Raw -281402.012998 + Penalty 2570.941949 = -278831.071049
  nChanged 6
		SP:Iteration 29Q (89241.870000 sec): 3 clusters
  Score: Raw -281404.763379 + Penalty 2570.941949 = -278833.821430
  nChanged 6
		SP:Iteration 30Q (89241.920000 sec): 3 clusters
  Score: Raw -281408.720075 + Penalty 2570.941949 = -278837.778126
  nChanged 7
		SP:Iteration 31Q (89241.970000 sec): 3 clusters
  Score: Raw -281412.942523 + Penalty 2570.941949 = -278842.000574
  nChanged 8
		SP:Iteration 32Q (89242.020000 sec): 3 clusters
  Score: Raw -281417.854925 + Penalty 2570.941949 = -278846.912976
  nChanged 6
		SP:Iteration 33Q (89242.080000 sec): 3 clusters
  Score: Raw -281420.423541 + Penalty 2570.941949 = -278849.481592
  nChanged 5
		SP:Iteration 34Q (89242.120000 sec): 3 clusters
  Score: Raw -281424.119016 + Penalty 2570.941949 = -278853.177067
  nChanged 4
		SP:Iteration 35Q (89242.180000 sec): 3 clusters
  Score: Raw -281426.321504 + Penalty 2570.941949 = -278855.379555
  nChanged 5
		SP:Iteration 36Q (89242.230000 sec): 3 clusters
  Score: Raw -281429.492471 + Penalty 2570.941949 = -278858.550522
  nChanged 9
		SP:Iteration 37Q (89242.280000 sec): 3 clusters
  Score: Raw -281433.852226 + Penalty 2570.941949 = -278862.910277
  nChanged 2
		SP:Iteration 38Q (89242.330000 sec): 3 clusters
  Score: Raw -281434.385359 + Penalty 2570.941949 = -278863.443410
  nChanged 0
		SP:Iteration 39F (89242.380000 sec): 3 clusters
  Score: Raw -281434.385359 + Penalty 2570.941949 = -278863.443410
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (8075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89242.480000 sec): 2 clusters
  Score: Raw -858182.897164 + Penalty 1461.935824 = -856720.961340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89242.650000 sec): 3 clusters
  Score: Raw -853647.991714 + Penalty 2923.871648 = -850724.120066
  nChanged 3443
		SP:Iteration 1F (89242.780000 sec): 3 clusters
  Score: Raw -855446.725187 + Penalty 2923.871648 = -852522.853539
  nChanged 483
		SP:Iteration 2F (89242.920000 sec): 3 clusters
  Score: Raw -855658.884401 + Penalty 2923.871648 = -852735.012753
  nChanged 423
		SP:Iteration 3F (89243.060000 sec): 3 clusters
  Score: Raw -855833.647776 + Penalty 2923.871648 = -852909.776128
  nChanged 364
		SP:Iteration 4Q (89243.200000 sec): 3 clusters
  Score: Raw -855988.256801 + Penalty 2923.871648 = -853064.385153
  nChanged 355
		SP:Iteration 5Q (89243.330000 sec): 3 clusters
  Score: Raw -856133.478975 + Penalty 2923.871648 = -853209.607327
  nChanged 307
		SP:Iteration 6Q (89243.480000 sec): 3 clusters
  Score: Raw -856254.860910 + Penalty 2923.871648 = -853330.989262
  nChanged 266
		SP:Iteration 7Q (89243.620000 sec): 3 clusters
  Score: Raw -856361.889828 + Penalty 2923.871648 = -853438.018180
  nChanged 227
		SP:Iteration 8Q (89243.760000 sec): 3 clusters
  Score: Raw -856467.987896 + Penalty 2923.871648 = -853544.116248
  nChanged 231
		SP:Iteration 9Q (89243.910000 sec): 3 clusters
  Score: Raw -856573.128439 + Penalty 2923.871648 = -853649.256791
  nChanged 220
		SP:Iteration 10Q (89244.060000 sec): 3 clusters
  Score: Raw -856667.801757 + Penalty 2923.871648 = -853743.930109
  nChanged 199
		SP:Iteration 11Q (89244.190000 sec): 3 clusters
  Score: Raw -856748.279610 + Penalty 2923.871648 = -853824.407961
  nChanged 195
		SP:Iteration 12Q (89244.320000 sec): 3 clusters
  Score: Raw -856830.146850 + Penalty 2923.871648 = -853906.275202
  nChanged 185
		SP:Iteration 13Q (89244.460000 sec): 3 clusters
  Score: Raw -856904.866671 + Penalty 2923.871648 = -853980.995023
  nChanged 172
		SP:Iteration 14Q (89244.610000 sec): 3 clusters
  Score: Raw -856976.619155 + Penalty 2923.871648 = -854052.747507
  nChanged 181
		SP:Iteration 15Q (89244.750000 sec): 3 clusters
  Score: Raw -857061.444501 + Penalty 2923.871648 = -854137.572853
  nChanged 170
		SP:Iteration 16Q (89244.890000 sec): 3 clusters
  Score: Raw -857142.692523 + Penalty 2923.871648 = -854218.820875
  nChanged 161
		SP:Iteration 17Q (89245.040000 sec): 3 clusters
  Score: Raw -857218.139526 + Penalty 2923.871648 = -854294.267878
  nChanged 158
		SP:Iteration 18Q (89245.180000 sec): 3 clusters
  Score: Raw -857294.960206 + Penalty 2923.871648 = -854371.088558
  nChanged 156
		SP:Iteration 19Q (89245.310000 sec): 3 clusters
  Score: Raw -857359.949355 + Penalty 2923.871648 = -854436.077707
  nChanged 132
		SP:Iteration 20F (89245.440000 sec): 3 clusters
  Score: Raw -857410.878474 + Penalty 2923.871648 = -854487.006826
  nChanged 119
		SP:Iteration 21Q (89245.560000 sec): 3 clusters
  Score: Raw -857460.578999 + Penalty 2923.871648 = -854536.707351
  nChanged 123
		SP:Iteration 22Q (89245.700000 sec): 3 clusters
  Score: Raw -857516.585845 + Penalty 2923.871648 = -854592.714197
  nChanged 112
		SP:Iteration 23Q (89245.830000 sec): 3 clusters
  Score: Raw -857572.392547 + Penalty 2923.871648 = -854648.520898
  nChanged 128
		SP:Iteration 24Q (89245.960000 sec): 3 clusters
  Score: Raw -857638.609830 + Penalty 2923.871648 = -854714.738182
  nChanged 103
		SP:Iteration 25Q (89246.090000 sec): 3 clusters
  Score: Raw -857682.134300 + Penalty 2923.871648 = -854758.262651
  nChanged 97
		SP:Iteration 26Q (89246.220000 sec): 3 clusters
  Score: Raw -857729.760796 + Penalty 2923.871648 = -854805.889148
  nChanged 93
		SP:Iteration 27Q (89246.350000 sec): 3 clusters
  Score: Raw -857768.306731 + Penalty 2923.871648 = -854844.435083
  nChanged 86
		SP:Iteration 28Q (89246.480000 sec): 3 clusters
  Score: Raw -857809.294823 + Penalty 2923.871648 = -854885.423175
  nChanged 83
		SP:Iteration 29Q (89246.610000 sec): 3 clusters
  Score: Raw -857850.663074 + Penalty 2923.871648 = -854926.791426
  nChanged 90
		SP:Iteration 30Q (89246.740000 sec): 3 clusters
  Score: Raw -857899.720519 + Penalty 2923.871648 = -854975.848871
  nChanged 81
		SP:Iteration 31Q (89246.870000 sec): 3 clusters
  Score: Raw -857945.011705 + Penalty 2923.871648 = -855021.140057
  nChanged 82
		SP:Iteration 32Q (89247.000000 sec): 3 clusters
  Score: Raw -857991.546401 + Penalty 2923.871648 = -855067.674753
  nChanged 83
		SP:Iteration 33Q (89247.120000 sec): 3 clusters
  Score: Raw -858049.240982 + Penalty 2923.871648 = -855125.369333
  nChanged 73
		SP:Iteration 34Q (89247.240000 sec): 3 clusters
  Score: Raw -858093.973459 + Penalty 2923.871648 = -855170.101811
  nChanged 66
		SP:Iteration 35Q (89247.370000 sec): 3 clusters
  Score: Raw -858141.652122 + Penalty 2923.871648 = -855217.780474
  nChanged 67
		SP:Iteration 36Q (89247.490000 sec): 3 clusters
  Score: Raw -858191.101748 + Penalty 2923.871648 = -855267.230100
  nChanged 63
		SP:Iteration 37Q (89247.610000 sec): 3 clusters
  Score: Raw -858230.513007 + Penalty 2923.871648 = -855306.641359
  nChanged 41
		SP:Iteration 38Q (89247.730000 sec): 3 clusters
  Score: Raw -858256.035780 + Penalty 2923.871648 = -855332.164132
  nChanged 36
		SP:Iteration 39Q (89247.850000 sec): 3 clusters
  Score: Raw -858279.965591 + Penalty 2923.871648 = -855356.093943
  nChanged 25
		SP:Iteration 40F (89247.980000 sec): 3 clusters
  Score: Raw -858296.406998 + Penalty 2923.871648 = -855372.535350
  nChanged 24
		SP:Iteration 41Q (89248.100000 sec): 3 clusters
  Score: Raw -858311.189929 + Penalty 2923.871648 = -855387.318281
  nChanged 17
		SP:Iteration 42Q (89248.220000 sec): 3 clusters
  Score: Raw -858324.791570 + Penalty 2923.871648 = -855400.919922
  nChanged 23
		SP:Iteration 43Q (89248.350000 sec): 3 clusters
  Score: Raw -858339.980278 + Penalty 2923.871648 = -855416.108630
  nChanged 16
		SP:Iteration 44Q (89248.480000 sec): 3 clusters
  Score: Raw -858348.235363 + Penalty 2923.871648 = -855424.363715
  nChanged 12
		SP:Iteration 45Q (89248.600000 sec): 3 clusters
  Score: Raw -858357.677179 + Penalty 2923.871648 = -855433.805531
  nChanged 13
		SP:Iteration 46Q (89248.720000 sec): 3 clusters
  Score: Raw -858365.045871 + Penalty 2923.871648 = -855441.174223
  nChanged 5
		SP:Iteration 47Q (89248.850000 sec): 3 clusters
  Score: Raw -858367.788604 + Penalty 2923.871648 = -855443.916956
  nChanged 9
		SP:Iteration 48Q (89248.980000 sec): 3 clusters
  Score: Raw -858373.849072 + Penalty 2923.871648 = -855449.977424
  nChanged 4
		SP:Iteration 49Q (89249.100000 sec): 3 clusters
  Score: Raw -858375.974107 + Penalty 2923.871648 = -855452.102459
  nChanged 4
		SP:Iteration 50Q (89249.220000 sec): 3 clusters
  Score: Raw -858379.277526 + Penalty 2923.871648 = -855455.405878
  nChanged 8
		SP:Iteration 51Q (89249.350000 sec): 3 clusters
  Score: Raw -858383.904545 + Penalty 2923.871648 = -855460.032897
  nChanged 5
		SP:Iteration 52Q (89249.480000 sec): 3 clusters
  Score: Raw -858386.703176 + Penalty 2923.871648 = -855462.831528
  nChanged 2
		SP:Iteration 53Q (89249.600000 sec): 3 clusters
  Score: Raw -858388.653933 + Penalty 2923.871648 = -855464.782284
  nChanged 3
		SP:Iteration 54Q (89249.730000 sec): 3 clusters
  Score: Raw -858390.200211 + Penalty 2923.871648 = -855466.328563
  nChanged 2
		SP:Iteration 55Q (89249.850000 sec): 3 clusters
  Score: Raw -858391.577571 + Penalty 2923.871648 = -855467.705923
  nChanged 3
		SP:Iteration 56Q (89249.980000 sec): 3 clusters
  Score: Raw -858393.063052 + Penalty 2923.871648 = -855469.191404
  nChanged 4
		SP:Iteration 57Q (89250.100000 sec): 3 clusters
  Score: Raw -858395.832244 + Penalty 2923.871648 = -855471.960596
  nChanged 4
		SP:Iteration 58Q (89250.230000 sec): 3 clusters
  Score: Raw -858398.408344 + Penalty 2923.871648 = -855474.536696
  nChanged 7
		SP:Iteration 59Q (89250.350000 sec): 3 clusters
  Score: Raw -858404.220120 + Penalty 2923.871648 = -855480.348472
  nChanged 7
		SP:Iteration 60F (89250.480000 sec): 3 clusters
  Score: Raw -858408.854523 + Penalty 2923.871648 = -855484.982874
  nChanged 5
		SP:Iteration 61Q (89250.610000 sec): 3 clusters
  Score: Raw -858413.382854 + Penalty 2923.871648 = -855489.511205
  nChanged 6
		SP:Iteration 62Q (89250.730000 sec): 3 clusters
  Score: Raw -858419.208951 + Penalty 2923.871648 = -855495.337303
  nChanged 6
		SP:Iteration 63Q (89250.860000 sec): 3 clusters
  Score: Raw -858425.605186 + Penalty 2923.871648 = -855501.733538
  nChanged 5
		SP:Iteration 64Q (89250.980000 sec): 3 clusters
  Score: Raw -858428.967690 + Penalty 2923.871648 = -855505.096042
  nChanged 4
		SP:Iteration 65Q (89251.110000 sec): 3 clusters
  Score: Raw -858431.201069 + Penalty 2923.871648 = -855507.329421
  nChanged 1
		SP:Iteration 66Q (89251.230000 sec): 3 clusters
  Score: Raw -858431.750275 + Penalty 2923.871648 = -855507.878627
  nChanged 1
		SP:Iteration 67Q (89251.360000 sec): 3 clusters
  Score: Raw -858432.975704 + Penalty 2923.871648 = -855509.104056
  nChanged 2
		SP:Iteration 68Q (89251.480000 sec): 3 clusters
  Score: Raw -858434.142139 + Penalty 2923.871648 = -855510.270491
  nChanged 0
		SP:Iteration 69F (89251.620000 sec): 3 clusters
  Score: Raw -858434.142139 + Penalty 2923.871648 = -855510.270491
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89251.680000 sec): 2 clusters
  Score: Raw -142074.325490 + Penalty 1200.502751 = -140873.822738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89251.720000 sec): 3 clusters
  Score: Raw -141445.331688 + Penalty 2401.005503 = -139044.326186
  nChanged 575
		SP:Iteration 1F (89251.750000 sec): 3 clusters
  Score: Raw -141852.011166 + Penalty 2401.005503 = -139451.005663
  nChanged 139
		SP:Iteration 2F (89251.780000 sec): 3 clusters
  Score: Raw -141995.575774 + Penalty 2401.005503 = -139594.570271
  nChanged 107
		SP:Iteration 3F (89251.810000 sec): 3 clusters
  Score: Raw -142129.789642 + Penalty 2401.005503 = -139728.784140
  nChanged 86
		SP:Iteration 4F (89251.840000 sec): 3 clusters
  Score: Raw -142240.104941 + Penalty 2401.005503 = -139839.099438
  nChanged 77
		SP:Iteration 5Q (89251.880000 sec): 3 clusters
  Score: Raw -142346.915615 + Penalty 2401.005503 = -139945.910113
  nChanged 90
		SP:Iteration 6F (89251.900000 sec): 3 clusters
  Score: Raw -142477.734902 + Penalty 2401.005503 = -140076.729400
  nChanged 87
		SP:Iteration 7F (89251.940000 sec): 3 clusters
  Score: Raw -142617.607744 + Penalty 2401.005503 = -140216.602241
  nChanged 66
		SP:Iteration 8Q (89251.970000 sec): 3 clusters
  Score: Raw -142718.992122 + Penalty 2401.005503 = -140317.986619
  nChanged 59
		SP:Iteration 9Q (89252.000000 sec): 3 clusters
  Score: Raw -142801.242978 + Penalty 2401.005503 = -140400.237476
  nChanged 51
		SP:Iteration 10Q (89252.030000 sec): 3 clusters
  Score: Raw -142860.590109 + Penalty 2401.005503 = -140459.584607
  nChanged 34
		SP:Iteration 11Q (89252.060000 sec): 3 clusters
  Score: Raw -142893.538530 + Penalty 2401.005503 = -140492.533028
  nChanged 23
		SP:Iteration 12Q (89252.090000 sec): 3 clusters
  Score: Raw -142920.282970 + Penalty 2401.005503 = -140519.277467
  nChanged 17
		SP:Iteration 13Q (89252.120000 sec): 3 clusters
  Score: Raw -142938.985980 + Penalty 2401.005503 = -140537.980477
  nChanged 16
		SP:Iteration 14Q (89252.150000 sec): 3 clusters
  Score: Raw -142953.830231 + Penalty 2401.005503 = -140552.824728
  nChanged 14
		SP:Iteration 15Q (89252.180000 sec): 3 clusters
  Score: Raw -142969.538005 + Penalty 2401.005503 = -140568.532502
  nChanged 7
		SP:Iteration 16Q (89252.210000 sec): 3 clusters
  Score: Raw -142975.964485 + Penalty 2401.005503 = -140574.958982
  nChanged 6
		SP:Iteration 17Q (89252.240000 sec): 3 clusters
  Score: Raw -142982.994131 + Penalty 2401.005503 = -140581.988628
  nChanged 5
		SP:Iteration 18Q (89252.270000 sec): 3 clusters
  Score: Raw -142987.975495 + Penalty 2401.005503 = -140586.969992
  nChanged 1
		SP:Iteration 19Q (89252.300000 sec): 3 clusters
  Score: Raw -142988.144342 + Penalty 2401.005503 = -140587.138840
  nChanged 0
		SP:Iteration 20F (89252.330000 sec): 3 clusters
  Score: Raw -142988.144342 + Penalty 2401.005503 = -140587.138840
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89252.400000 sec): 2 clusters
  Score: Raw -197659.604424 + Penalty 1230.698830 = -196428.905594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89252.440000 sec): 3 clusters
  Score: Raw -196823.410589 + Penalty 2461.397660 = -194362.012929
  nChanged 675
		SP:Iteration 1F (89252.470000 sec): 3 clusters
  Score: Raw -197299.302422 + Penalty 2461.397660 = -194837.904762
  nChanged 162
		SP:Iteration 2F (89252.510000 sec): 3 clusters
  Score: Raw -197438.219334 + Penalty 2461.397660 = -194976.821674
  nChanged 103
		SP:Iteration 3F (89252.550000 sec): 3 clusters
  Score: Raw -197510.385719 + Penalty 2461.397660 = -195048.988059
  nChanged 64
		SP:Iteration 4Q (89252.580000 sec): 3 clusters
  Score: Raw -197560.065811 + Penalty 2461.397660 = -195098.668150
  nChanged 52
		SP:Iteration 5Q (89252.620000 sec): 3 clusters
  Score: Raw -197598.905720 + Penalty 2461.397660 = -195137.508060
  nChanged 47
		SP:Iteration 6Q (89252.660000 sec): 3 clusters
  Score: Raw -197632.397656 + Penalty 2461.397660 = -195170.999995
  nChanged 33
		SP:Iteration 7Q (89252.700000 sec): 3 clusters
  Score: Raw -197652.702209 + Penalty 2461.397660 = -195191.304548
  nChanged 36
		SP:Iteration 8Q (89252.740000 sec): 3 clusters
  Score: Raw -197678.630058 + Penalty 2461.397660 = -195217.232398
  nChanged 24
		SP:Iteration 9Q (89252.780000 sec): 3 clusters
  Score: Raw -197692.913054 + Penalty 2461.397660 = -195231.515393
  nChanged 24
		SP:Iteration 10Q (89252.810000 sec): 3 clusters
  Score: Raw -197708.738848 + Penalty 2461.397660 = -195247.341188
  nChanged 26
		SP:Iteration 11Q (89252.850000 sec): 3 clusters
  Score: Raw -197720.996121 + Penalty 2461.397660 = -195259.598461
  nChanged 17
		SP:Iteration 12Q (89252.890000 sec): 3 clusters
  Score: Raw -197734.434106 + Penalty 2461.397660 = -195273.036446
  nChanged 25
		SP:Iteration 13Q (89252.930000 sec): 3 clusters
  Score: Raw -197749.062422 + Penalty 2461.397660 = -195287.664761
  nChanged 17
		SP:Iteration 14Q (89252.960000 sec): 3 clusters
  Score: Raw -197764.616975 + Penalty 2461.397660 = -195303.219315
  nChanged 18
		SP:Iteration 15Q (89253.000000 sec): 3 clusters
  Score: Raw -197782.934616 + Penalty 2461.397660 = -195321.536955
  nChanged 20
		SP:Iteration 16Q (89253.040000 sec): 3 clusters
  Score: Raw -197798.523941 + Penalty 2461.397660 = -195337.126281
  nChanged 18
		SP:Iteration 17Q (89253.080000 sec): 3 clusters
  Score: Raw -197816.842795 + Penalty 2461.397660 = -195355.445135
  nChanged 16
		SP:Iteration 18Q (89253.120000 sec): 3 clusters
  Score: Raw -197829.549890 + Penalty 2461.397660 = -195368.152230
  nChanged 14
		SP:Iteration 19Q (89253.150000 sec): 3 clusters
  Score: Raw -197842.400988 + Penalty 2461.397660 = -195381.003328
  nChanged 13
		SP:Iteration 20F (89253.190000 sec): 3 clusters
  Score: Raw -197865.215650 + Penalty 2461.397660 = -195403.817989
  nChanged 16
		SP:Iteration 21Q (89253.230000 sec): 3 clusters
  Score: Raw -197880.864257 + Penalty 2461.397660 = -195419.466596
  nChanged 7
		SP:Iteration 22Q (89253.260000 sec): 3 clusters
  Score: Raw -197885.080733 + Penalty 2461.397660 = -195423.683072
  nChanged 4
		SP:Iteration 23Q (89253.300000 sec): 3 clusters
  Score: Raw -197887.609349 + Penalty 2461.397660 = -195426.211688
  nChanged 2
		SP:Iteration 24Q (89253.340000 sec): 3 clusters
  Score: Raw -197888.605702 + Penalty 2461.397660 = -195427.208042
  nChanged 2
		SP:Iteration 25Q (89253.380000 sec): 3 clusters
  Score: Raw -197889.355187 + Penalty 2461.397660 = -195427.957526
  nChanged 1
		SP:Iteration 26Q (89253.420000 sec): 3 clusters
  Score: Raw -197889.696441 + Penalty 2461.397660 = -195428.298781
  nChanged 1
		SP:Iteration 27Q (89253.450000 sec): 3 clusters
  Score: Raw -197889.824358 + Penalty 2461.397660 = -195428.426698
  nChanged 0
		SP:Iteration 28F (89253.490000 sec): 3 clusters
  Score: Raw -197889.824358 + Penalty 2461.397660 = -195428.426698
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89253.560000 sec): 2 clusters
  Score: Raw -378220.053611 + Penalty 1344.624441 = -376875.429170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89253.650000 sec): 3 clusters
  Score: Raw -376284.652971 + Penalty 2689.248883 = -373595.404089
  nChanged 1555
		SP:Iteration 1F (89253.730000 sec): 3 clusters
  Score: Raw -377077.352146 + Penalty 2689.248883 = -374388.103263
  nChanged 307
		SP:Iteration 2F (89253.810000 sec): 3 clusters
  Score: Raw -377238.828051 + Penalty 2689.248883 = -374549.579168
  nChanged 209
		SP:Iteration 3F (89253.880000 sec): 3 clusters
  Score: Raw -377361.220647 + Penalty 2689.248883 = -374671.971765
  nChanged 177
		SP:Iteration 4Q (89253.960000 sec): 3 clusters
  Score: Raw -377496.770064 + Penalty 2689.248883 = -374807.521182
  nChanged 196
		SP:Iteration 5Q (89254.040000 sec): 3 clusters
  Score: Raw -377648.515379 + Penalty 2689.248883 = -374959.266497
  nChanged 201
		SP:Iteration 6F (89254.110000 sec): 3 clusters
  Score: Raw -377823.576358 + Penalty 2689.248883 = -375134.327476
  nChanged 204
		SP:Iteration 7F (89254.180000 sec): 3 clusters
  Score: Raw -378020.208315 + Penalty 2689.248883 = -375330.959432
  nChanged 199
		SP:Iteration 8F (89254.260000 sec): 3 clusters
  Score: Raw -378216.940095 + Penalty 2689.248883 = -375527.691213
  nChanged 182
		SP:Iteration 9Q (89254.330000 sec): 3 clusters
  Score: Raw -378378.428065 + Penalty 2689.248883 = -375689.179183
  nChanged 150
		SP:Iteration 10Q (89254.410000 sec): 3 clusters
  Score: Raw -378486.065186 + Penalty 2689.248883 = -375796.816303
  nChanged 101
		SP:Iteration 11Q (89254.480000 sec): 3 clusters
  Score: Raw -378552.090912 + Penalty 2689.248883 = -375862.842030
  nChanged 73
		SP:Iteration 12Q (89254.560000 sec): 3 clusters
  Score: Raw -378594.644781 + Penalty 2689.248883 = -375905.395899
  nChanged 57
		SP:Iteration 13Q (89254.640000 sec): 3 clusters
  Score: Raw -378617.853315 + Penalty 2689.248883 = -375928.604433
  nChanged 38
		SP:Iteration 14Q (89254.710000 sec): 3 clusters
  Score: Raw -378632.708611 + Penalty 2689.248883 = -375943.459728
  nChanged 27
		SP:Iteration 15Q (89254.780000 sec): 3 clusters
  Score: Raw -378641.955258 + Penalty 2689.248883 = -375952.706375
  nChanged 21
		SP:Iteration 16Q (89254.860000 sec): 3 clusters
  Score: Raw -378649.796945 + Penalty 2689.248883 = -375960.548062
  nChanged 19
		SP:Iteration 17Q (89254.940000 sec): 3 clusters
  Score: Raw -378658.361227 + Penalty 2689.248883 = -375969.112345
  nChanged 24
		SP:Iteration 18Q (89255.010000 sec): 3 clusters
  Score: Raw -378666.141941 + Penalty 2689.248883 = -375976.893058
  nChanged 16
		SP:Iteration 19Q (89255.090000 sec): 3 clusters
  Score: Raw -378672.965937 + Penalty 2689.248883 = -375983.717054
  nChanged 21
		SP:Iteration 20F (89255.160000 sec): 3 clusters
  Score: Raw -378680.350715 + Penalty 2689.248883 = -375991.101833
  nChanged 18
		SP:Iteration 21Q (89255.240000 sec): 3 clusters
  Score: Raw -378684.854787 + Penalty 2689.248883 = -375995.605904
  nChanged 12
		SP:Iteration 22Q (89255.310000 sec): 3 clusters
  Score: Raw -378688.601236 + Penalty 2689.248883 = -375999.352353
  nChanged 4
		SP:Iteration 23Q (89255.380000 sec): 3 clusters
  Score: Raw -378689.513952 + Penalty 2689.248883 = -376000.265070
  nChanged 5
		SP:Iteration 24Q (89255.460000 sec): 3 clusters
  Score: Raw -378691.155300 + Penalty 2689.248883 = -376001.906417
  nChanged 1
		SP:Iteration 25Q (89255.540000 sec): 3 clusters
  Score: Raw -378691.438817 + Penalty 2689.248883 = -376002.189935
  nChanged 0
		SP:Iteration 26F (89255.610000 sec): 3 clusters
  Score: Raw -378691.438817 + Penalty 2689.248883 = -376002.189935
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (11773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89255.750000 sec): 2 clusters
  Score: Raw -1127901.028725 + Penalty 1523.204159 = -1126377.824566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89255.950000 sec): 3 clusters
  Score: Raw -1121186.753842 + Penalty 3046.408317 = -1118140.345524
  nChanged 5073
		SP:Iteration 1F (89256.120000 sec): 3 clusters
  Score: Raw -1124334.988810 + Penalty 3046.408317 = -1121288.580492
  nChanged 886
		SP:Iteration 2F (89256.310000 sec): 3 clusters
  Score: Raw -1124901.748864 + Penalty 3046.408317 = -1121855.340546
  nChanged 818
		SP:Iteration 3F (89256.480000 sec): 3 clusters
  Score: Raw -1125466.847027 + Penalty 3046.408317 = -1122420.438710
  nChanged 794
		SP:Iteration 4F (89256.650000 sec): 3 clusters
  Score: Raw -1126077.035672 + Penalty 3046.408317 = -1123030.627355
  nChanged 748
		SP:Iteration 5F (89256.830000 sec): 3 clusters
  Score: Raw -1126642.937356 + Penalty 3046.408317 = -1123596.529038
  nChanged 698
		SP:Iteration 6F (89257.100000 sec): 3 clusters
  Score: Raw -1127100.925250 + Penalty 3046.408317 = -1124054.516933
  nChanged 534
		SP:Iteration 7Q (89257.300000 sec): 3 clusters
  Score: Raw -1127391.541767 + Penalty 3046.408317 = -1124345.133450
  nChanged 402
		SP:Iteration 8Q (89257.460000 sec): 3 clusters
  Score: Raw -1127563.182260 + Penalty 3046.408317 = -1124516.773943
  nChanged 303
		SP:Iteration 9Q (89257.620000 sec): 3 clusters
  Score: Raw -1127703.264662 + Penalty 3046.408317 = -1124656.856345
  nChanged 233
		SP:Iteration 10Q (89257.830000 sec): 3 clusters
  Score: Raw -1127831.790921 + Penalty 3046.408317 = -1124785.382604
  nChanged 254
		SP:Iteration 11Q (89258.000000 sec): 3 clusters
  Score: Raw -1127938.075087 + Penalty 3046.408317 = -1124891.666769
  nChanged 208
		SP:Iteration 12Q (89258.170000 sec): 3 clusters
  Score: Raw -1128013.678404 + Penalty 3046.408317 = -1124967.270087
  nChanged 168
		SP:Iteration 13Q (89258.360000 sec): 3 clusters
  Score: Raw -1128067.768513 + Penalty 3046.408317 = -1125021.360196
  nChanged 141
		SP:Iteration 14Q (89258.540000 sec): 3 clusters
  Score: Raw -1128109.646390 + Penalty 3046.408317 = -1125063.238073
  nChanged 129
		SP:Iteration 15Q (89258.740000 sec): 3 clusters
  Score: Raw -1128146.482523 + Penalty 3046.408317 = -1125100.074206
  nChanged 121
		SP:Iteration 16Q (89258.910000 sec): 3 clusters
  Score: Raw -1128179.336717 + Penalty 3046.408317 = -1125132.928399
  nChanged 107
		SP:Iteration 17Q (89259.080000 sec): 3 clusters
  Score: Raw -1128202.695193 + Penalty 3046.408317 = -1125156.286876
  nChanged 77
		SP:Iteration 18Q (89259.260000 sec): 3 clusters
  Score: Raw -1128217.612586 + Penalty 3046.408317 = -1125171.204269
  nChanged 66
		SP:Iteration 19Q (89259.550000 sec): 3 clusters
  Score: Raw -1128230.501089 + Penalty 3046.408317 = -1125184.092771
  nChanged 57
		SP:Iteration 20F (89259.700000 sec): 3 clusters
  Score: Raw -1128239.684183 + Penalty 3046.408317 = -1125193.275865
  nChanged 48
		SP:Iteration 21Q (89259.870000 sec): 3 clusters
  Score: Raw -1128246.420010 + Penalty 3046.408317 = -1125200.011693
  nChanged 34
		SP:Iteration 22Q (89260.050000 sec): 3 clusters
  Score: Raw -1128251.132023 + Penalty 3046.408317 = -1125204.723706
  nChanged 40
		SP:Iteration 23Q (89260.230000 sec): 3 clusters
  Score: Raw -1128257.837035 + Penalty 3046.408317 = -1125211.428718
  nChanged 51
		SP:Iteration 24Q (89260.400000 sec): 3 clusters
  Score: Raw -1128266.281033 + Penalty 3046.408317 = -1125219.872716
  nChanged 43
		SP:Iteration 25Q (89260.580000 sec): 3 clusters
  Score: Raw -1128273.739596 + Penalty 3046.408317 = -1125227.331279
  nChanged 44
		SP:Iteration 26Q (89260.760000 sec): 3 clusters
  Score: Raw -1128282.735095 + Penalty 3046.408317 = -1125236.326777
  nChanged 52
		SP:Iteration 27Q (89260.950000 sec): 3 clusters
  Score: Raw -1128294.033004 + Penalty 3046.408317 = -1125247.624687
  nChanged 63
		SP:Iteration 28Q (89261.120000 sec): 3 clusters
  Score: Raw -1128308.737937 + Penalty 3046.408317 = -1125262.329619
  nChanged 58
		SP:Iteration 29Q (89261.290000 sec): 3 clusters
  Score: Raw -1128322.241321 + Penalty 3046.408317 = -1125275.833004
  nChanged 53
		SP:Iteration 30Q (89261.470000 sec): 3 clusters
  Score: Raw -1128333.806812 + Penalty 3046.408317 = -1125287.398495
  nChanged 61
		SP:Iteration 31Q (89261.640000 sec): 3 clusters
  Score: Raw -1128346.509106 + Penalty 3046.408317 = -1125300.100789
  nChanged 60
		SP:Iteration 32Q (89261.820000 sec): 3 clusters
  Score: Raw -1128359.960724 + Penalty 3046.408317 = -1125313.552406
  nChanged 51
		SP:Iteration 33Q (89262.000000 sec): 3 clusters
  Score: Raw -1128372.250715 + Penalty 3046.408317 = -1125325.842398
  nChanged 59
		SP:Iteration 34Q (89262.200000 sec): 3 clusters
  Score: Raw -1128388.949936 + Penalty 3046.408317 = -1125342.541619
  nChanged 53
		SP:Iteration 35Q (89262.370000 sec): 3 clusters
  Score: Raw -1128401.298960 + Penalty 3046.408317 = -1125354.890643
  nChanged 57
		SP:Iteration 36Q (89262.540000 sec): 3 clusters
  Score: Raw -1128414.745552 + Penalty 3046.408317 = -1125368.337235
  nChanged 59
		SP:Iteration 37Q (89262.720000 sec): 3 clusters
  Score: Raw -1128427.961675 + Penalty 3046.408317 = -1125381.553358
  nChanged 61
		SP:Iteration 38Q (89262.880000 sec): 3 clusters
  Score: Raw -1128441.045186 + Penalty 3046.408317 = -1125394.636868
  nChanged 64
		SP:Iteration 39Q (89263.060000 sec): 3 clusters
  Score: Raw -1128453.714577 + Penalty 3046.408317 = -1125407.306260
  nChanged 58
		SP:Iteration 40F (89263.230000 sec): 3 clusters
  Score: Raw -1128465.292837 + Penalty 3046.408317 = -1125418.884520
  nChanged 54
		SP:Iteration 41Q (89263.420000 sec): 3 clusters
  Score: Raw -1128478.615618 + Penalty 3046.408317 = -1125432.207301
  nChanged 60
		SP:Iteration 42Q (89263.590000 sec): 3 clusters
  Score: Raw -1128495.353910 + Penalty 3046.408317 = -1125448.945593
  nChanged 67
		SP:Iteration 43Q (89263.760000 sec): 3 clusters
  Score: Raw -1128513.719014 + Penalty 3046.408317 = -1125467.310697
  nChanged 70
		SP:Iteration 44Q (89263.940000 sec): 3 clusters
  Score: Raw -1128532.585523 + Penalty 3046.408317 = -1125486.177205
  nChanged 65
		SP:Iteration 45Q (89264.100000 sec): 3 clusters
  Score: Raw -1128547.037291 + Penalty 3046.408317 = -1125500.628974
  nChanged 48
		SP:Iteration 46Q (89264.280000 sec): 3 clusters
  Score: Raw -1128557.586210 + Penalty 3046.408317 = -1125511.177893
  nChanged 56
		SP:Iteration 47Q (89264.450000 sec): 3 clusters
  Score: Raw -1128568.171092 + Penalty 3046.408317 = -1125521.762774
  nChanged 40
		SP:Iteration 48Q (89264.640000 sec): 3 clusters
  Score: Raw -1128576.915348 + Penalty 3046.408317 = -1125530.507031
  nChanged 42
		SP:Iteration 49Q (89264.800000 sec): 3 clusters
  Score: Raw -1128585.038555 + Penalty 3046.408317 = -1125538.630237
  nChanged 34
		SP:Iteration 50Q (89265.000000 sec): 3 clusters
  Score: Raw -1128592.706370 + Penalty 3046.408317 = -1125546.298053
  nChanged 40
		SP:Iteration 51Q (89265.170000 sec): 3 clusters
  Score: Raw -1128604.280352 + Penalty 3046.408317 = -1125557.872035
  nChanged 52
		SP:Iteration 52Q (89265.330000 sec): 3 clusters
  Score: Raw -1128616.991865 + Penalty 3046.408317 = -1125570.583548
  nChanged 51
		SP:Iteration 53Q (89265.510000 sec): 3 clusters
  Score: Raw -1128627.557332 + Penalty 3046.408317 = -1125581.149015
  nChanged 36
		SP:Iteration 54Q (89265.670000 sec): 3 clusters
  Score: Raw -1128635.484667 + Penalty 3046.408317 = -1125589.076350
  nChanged 42
		SP:Iteration 55Q (89265.850000 sec): 3 clusters
  Score: Raw -1128645.779248 + Penalty 3046.408317 = -1125599.370931
  nChanged 35
		SP:Iteration 56Q (89266.010000 sec): 3 clusters
  Score: Raw -1128653.529119 + Penalty 3046.408317 = -1125607.120802
  nChanged 35
		SP:Iteration 57Q (89266.180000 sec): 3 clusters
  Score: Raw -1128662.870066 + Penalty 3046.408317 = -1125616.461748
  nChanged 34
		SP:Iteration 58Q (89266.340000 sec): 3 clusters
  Score: Raw -1128669.751053 + Penalty 3046.408317 = -1125623.342736
  nChanged 29
		SP:Iteration 59Q (89266.510000 sec): 3 clusters
  Score: Raw -1128675.251341 + Penalty 3046.408317 = -1125628.843024
  nChanged 26
		SP:Iteration 60F (89266.680000 sec): 3 clusters
  Score: Raw -1128680.655856 + Penalty 3046.408317 = -1125634.247538
  nChanged 25
		SP:Iteration 61Q (89266.850000 sec): 3 clusters
  Score: Raw -1128685.811650 + Penalty 3046.408317 = -1125639.403333
  nChanged 18
		SP:Iteration 62Q (89267.020000 sec): 3 clusters
  Score: Raw -1128689.544219 + Penalty 3046.408317 = -1125643.135902
  nChanged 16
		SP:Iteration 63Q (89267.200000 sec): 3 clusters
  Score: Raw -1128692.312323 + Penalty 3046.408317 = -1125645.904005
  nChanged 12
		SP:Iteration 64Q (89267.360000 sec): 3 clusters
  Score: Raw -1128694.403804 + Penalty 3046.408317 = -1125647.995487
  nChanged 10
		SP:Iteration 65Q (89267.560000 sec): 3 clusters
  Score: Raw -1128695.944726 + Penalty 3046.408317 = -1125649.536408
  nChanged 4
		SP:Iteration 66Q (89267.720000 sec): 3 clusters
  Score: Raw -1128696.457145 + Penalty 3046.408317 = -1125650.048828
  nChanged 4
		SP:Iteration 67Q (89267.890000 sec): 3 clusters
  Score: Raw -1128697.240822 + Penalty 3046.408317 = -1125650.832504
  nChanged 5
		SP:Iteration 68Q (89268.060000 sec): 3 clusters
  Score: Raw -1128697.891839 + Penalty 3046.408317 = -1125651.483522
  nChanged 2
		SP:Iteration 69Q (89268.220000 sec): 3 clusters
  Score: Raw -1128698.169201 + Penalty 3046.408317 = -1125651.760884
  nChanged 1
		SP:Iteration 70Q (89268.400000 sec): 3 clusters
  Score: Raw -1128698.461565 + Penalty 3046.408317 = -1125652.053248
  nChanged 4
		SP:Iteration 71Q (89268.560000 sec): 3 clusters
  Score: Raw -1128698.871775 + Penalty 3046.408317 = -1125652.463458
  nChanged 1
		SP:Iteration 72Q (89268.740000 sec): 3 clusters
  Score: Raw -1128698.925529 + Penalty 3046.408317 = -1125652.517212
  nChanged 0
		SP:Iteration 73F (89268.900000 sec): 3 clusters
  Score: Raw -1128698.925529 + Penalty 3046.408317 = -1125652.517212
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89268.990000 sec): 2 clusters
  Score: Raw -468406.107819 + Penalty 1382.935119 = -467023.172699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89269.110000 sec): 3 clusters
  Score: Raw -465809.406237 + Penalty 2765.870239 = -463043.535998
  nChanged 2064
		SP:Iteration 1F (89269.200000 sec): 3 clusters
  Score: Raw -467050.976097 + Penalty 2765.870239 = -464285.105858
  nChanged 434
		SP:Iteration 2F (89269.290000 sec): 3 clusters
  Score: Raw -467332.775584 + Penalty 2765.870239 = -464566.905345
  nChanged 315
		SP:Iteration 3F (89269.380000 sec): 3 clusters
  Score: Raw -467548.260846 + Penalty 2765.870239 = -464782.390607
  nChanged 260
		SP:Iteration 4F (89269.480000 sec): 3 clusters
  Score: Raw -467714.286143 + Penalty 2765.870239 = -464948.415904
  nChanged 228
		SP:Iteration 5Q (89269.570000 sec): 3 clusters
  Score: Raw -467861.004967 + Penalty 2765.870239 = -465095.134728
  nChanged 221
		SP:Iteration 6Q (89269.660000 sec): 3 clusters
  Score: Raw -468001.072770 + Penalty 2765.870239 = -465235.202531
  nChanged 185
		SP:Iteration 7Q (89269.760000 sec): 3 clusters
  Score: Raw -468131.300409 + Penalty 2765.870239 = -465365.430170
  nChanged 163
		SP:Iteration 8Q (89269.850000 sec): 3 clusters
  Score: Raw -468240.454688 + Penalty 2765.870239 = -465474.584449
  nChanged 154
		SP:Iteration 9Q (89269.940000 sec): 3 clusters
  Score: Raw -468338.780963 + Penalty 2765.870239 = -465572.910724
  nChanged 138
		SP:Iteration 10Q (89270.040000 sec): 3 clusters
  Score: Raw -468419.941423 + Penalty 2765.870239 = -465654.071184
  nChanged 105
		SP:Iteration 11Q (89270.130000 sec): 3 clusters
  Score: Raw -468476.101399 + Penalty 2765.870239 = -465710.231160
  nChanged 94
		SP:Iteration 12Q (89270.220000 sec): 3 clusters
  Score: Raw -468523.806486 + Penalty 2765.870239 = -465757.936247
  nChanged 81
		SP:Iteration 13Q (89270.310000 sec): 3 clusters
  Score: Raw -468564.726323 + Penalty 2765.870239 = -465798.856084
  nChanged 66
		SP:Iteration 14Q (89270.400000 sec): 3 clusters
  Score: Raw -468595.441504 + Penalty 2765.870239 = -465829.571265
  nChanged 55
		SP:Iteration 15Q (89270.500000 sec): 3 clusters
  Score: Raw -468620.576447 + Penalty 2765.870239 = -465854.706208
  nChanged 55
		SP:Iteration 16Q (89270.590000 sec): 3 clusters
  Score: Raw -468650.399014 + Penalty 2765.870239 = -465884.528775
  nChanged 61
		SP:Iteration 17Q (89270.680000 sec): 3 clusters
  Score: Raw -468685.324866 + Penalty 2765.870239 = -465919.454627
  nChanged 43
		SP:Iteration 18Q (89270.770000 sec): 3 clusters
  Score: Raw -468701.647936 + Penalty 2765.870239 = -465935.777697
  nChanged 33
		SP:Iteration 19Q (89270.860000 sec): 3 clusters
  Score: Raw -468712.477735 + Penalty 2765.870239 = -465946.607496
  nChanged 23
		SP:Iteration 20F (89270.950000 sec): 3 clusters
  Score: Raw -468721.835925 + Penalty 2765.870239 = -465955.965686
  nChanged 16
		SP:Iteration 21Q (89271.040000 sec): 3 clusters
  Score: Raw -468727.767208 + Penalty 2765.870239 = -465961.896969
  nChanged 17
		SP:Iteration 22Q (89271.140000 sec): 3 clusters
  Score: Raw -468735.615002 + Penalty 2765.870239 = -465969.744763
  nChanged 15
		SP:Iteration 23Q (89271.230000 sec): 3 clusters
  Score: Raw -468741.957562 + Penalty 2765.870239 = -465976.087323
  nChanged 16
		SP:Iteration 24Q (89271.320000 sec): 3 clusters
  Score: Raw -468745.886965 + Penalty 2765.870239 = -465980.016726
  nChanged 10
		SP:Iteration 25Q (89271.410000 sec): 3 clusters
  Score: Raw -468748.311876 + Penalty 2765.870239 = -465982.441637
  nChanged 12
		SP:Iteration 26Q (89271.500000 sec): 3 clusters
  Score: Raw -468751.355161 + Penalty 2765.870239 = -465985.484922
  nChanged 14
		SP:Iteration 27Q (89271.590000 sec): 3 clusters
  Score: Raw -468754.908199 + Penalty 2765.870239 = -465989.037961
  nChanged 10
		SP:Iteration 28Q (89271.680000 sec): 3 clusters
  Score: Raw -468758.211854 + Penalty 2765.870239 = -465992.341616
  nChanged 11
		SP:Iteration 29Q (89271.780000 sec): 3 clusters
  Score: Raw -468761.316851 + Penalty 2765.870239 = -465995.446612
  nChanged 6
		SP:Iteration 30Q (89271.870000 sec): 3 clusters
  Score: Raw -468762.684437 + Penalty 2765.870239 = -465996.814198
  nChanged 4
		SP:Iteration 31Q (89271.960000 sec): 3 clusters
  Score: Raw -468764.293780 + Penalty 2765.870239 = -465998.423541
  nChanged 4
		SP:Iteration 32Q (89272.050000 sec): 3 clusters
  Score: Raw -468765.494521 + Penalty 2765.870239 = -465999.624282
  nChanged 6
		SP:Iteration 33Q (89272.140000 sec): 3 clusters
  Score: Raw -468766.369213 + Penalty 2765.870239 = -466000.498974
  nChanged 3
		SP:Iteration 34Q (89272.230000 sec): 3 clusters
  Score: Raw -468767.059639 + Penalty 2765.870239 = -466001.189400
  nChanged 0
		SP:Iteration 35F (89272.320000 sec): 3 clusters
  Score: Raw -468767.059639 + Penalty 2765.870239 = -466001.189400
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89272.410000 sec): 2 clusters
  Score: Raw -538648.345871 + Penalty 1386.174860 = -537262.171011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89272.510000 sec): 3 clusters
  Score: Raw -535951.757151 + Penalty 2772.349720 = -533179.407431
  nChanged 2106
		SP:Iteration 1F (89272.610000 sec): 3 clusters
  Score: Raw -537026.617434 + Penalty 2772.349720 = -534254.267715
  nChanged 344
		SP:Iteration 2F (89272.700000 sec): 3 clusters
  Score: Raw -537187.352150 + Penalty 2772.349720 = -534415.002430
  nChanged 253
		SP:Iteration 3Q (89272.800000 sec): 3 clusters
  Score: Raw -537294.230398 + Penalty 2772.349720 = -534521.880678
  nChanged 188
		SP:Iteration 4Q (89272.900000 sec): 3 clusters
  Score: Raw -537375.888224 + Penalty 2772.349720 = -534603.538504
  nChanged 165
		SP:Iteration 5Q (89273.000000 sec): 3 clusters
  Score: Raw -537435.093084 + Penalty 2772.349720 = -534662.743364
  nChanged 122
		SP:Iteration 6Q (89273.100000 sec): 3 clusters
  Score: Raw -537478.877556 + Penalty 2772.349720 = -534706.527836
  nChanged 99
		SP:Iteration 7Q (89273.200000 sec): 3 clusters
  Score: Raw -537508.291171 + Penalty 2772.349720 = -534735.941451
  nChanged 92
		SP:Iteration 8Q (89273.300000 sec): 3 clusters
  Score: Raw -537542.374867 + Penalty 2772.349720 = -534770.025147
  nChanged 97
		SP:Iteration 9Q (89273.400000 sec): 3 clusters
  Score: Raw -537580.505656 + Penalty 2772.349720 = -534808.155936
  nChanged 99
		SP:Iteration 10Q (89273.500000 sec): 3 clusters
  Score: Raw -537623.306913 + Penalty 2772.349720 = -534850.957193
  nChanged 97
		SP:Iteration 11Q (89273.600000 sec): 3 clusters
  Score: Raw -537661.435934 + Penalty 2772.349720 = -534889.086214
  nChanged 113
		SP:Iteration 12Q (89273.700000 sec): 3 clusters
  Score: Raw -537712.553802 + Penalty 2772.349720 = -534940.204082
  nChanged 106
		SP:Iteration 13Q (89273.800000 sec): 3 clusters
  Score: Raw -537763.916539 + Penalty 2772.349720 = -534991.566819
  nChanged 123
		SP:Iteration 14Q (89273.900000 sec): 3 clusters
  Score: Raw -537822.462497 + Penalty 2772.349720 = -535050.112777
  nChanged 146
		SP:Iteration 15Q (89274.000000 sec): 3 clusters
  Score: Raw -537902.770840 + Penalty 2772.349720 = -535130.421120
  nChanged 150
		SP:Iteration 16Q (89274.100000 sec): 3 clusters
  Score: Raw -537992.710581 + Penalty 2772.349720 = -535220.360861
  nChanged 151
		SP:Iteration 17Q (89274.200000 sec): 3 clusters
  Score: Raw -538087.246668 + Penalty 2772.349720 = -535314.896948
  nChanged 142
		SP:Iteration 18Q (89274.300000 sec): 3 clusters
  Score: Raw -538173.191629 + Penalty 2772.349720 = -535400.841909
  nChanged 134
		SP:Iteration 19Q (89274.400000 sec): 3 clusters
  Score: Raw -538269.290106 + Penalty 2772.349720 = -535496.940386
  nChanged 123
		SP:Iteration 20F (89274.490000 sec): 3 clusters
  Score: Raw -538359.565571 + Penalty 2772.349720 = -535587.215851
  nChanged 111
		SP:Iteration 21Q (89274.590000 sec): 3 clusters
  Score: Raw -538444.174164 + Penalty 2772.349720 = -535671.824444
  nChanged 99
		SP:Iteration 22Q (89274.690000 sec): 3 clusters
  Score: Raw -538528.438705 + Penalty 2772.349720 = -535756.088985
  nChanged 90
		SP:Iteration 23Q (89274.780000 sec): 3 clusters
  Score: Raw -538607.898353 + Penalty 2772.349720 = -535835.548633
  nChanged 66
		SP:Iteration 24Q (89274.880000 sec): 3 clusters
  Score: Raw -538668.888112 + Penalty 2772.349720 = -535896.538392
  nChanged 42
		SP:Iteration 25Q (89274.970000 sec): 3 clusters
  Score: Raw -538701.791505 + Penalty 2772.349720 = -535929.441785
  nChanged 23
		SP:Iteration 26Q (89275.070000 sec): 3 clusters
  Score: Raw -538720.533424 + Penalty 2772.349720 = -535948.183704
  nChanged 21
		SP:Iteration 27Q (89275.160000 sec): 3 clusters
  Score: Raw -538743.745890 + Penalty 2772.349720 = -535971.396170
  nChanged 21
		SP:Iteration 28Q (89275.260000 sec): 3 clusters
  Score: Raw -538763.646193 + Penalty 2772.349720 = -535991.296473
  nChanged 14
		SP:Iteration 29Q (89275.350000 sec): 3 clusters
  Score: Raw -538779.276285 + Penalty 2772.349720 = -536006.926565
  nChanged 15
		SP:Iteration 30Q (89275.450000 sec): 3 clusters
  Score: Raw -538793.614593 + Penalty 2772.349720 = -536021.264874
  nChanged 12
		SP:Iteration 31Q (89275.540000 sec): 3 clusters
  Score: Raw -538804.311299 + Penalty 2772.349720 = -536031.961579
  nChanged 6
		SP:Iteration 32Q (89275.640000 sec): 3 clusters
  Score: Raw -538808.472840 + Penalty 2772.349720 = -536036.123120
  nChanged 1
		SP:Iteration 33Q (89275.730000 sec): 3 clusters
  Score: Raw -538808.720154 + Penalty 2772.349720 = -536036.370434
  nChanged 0
		SP:Iteration 34F (89275.830000 sec): 3 clusters
  Score: Raw -538808.720154 + Penalty 2772.349720 = -536036.370434
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (4052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89275.910000 sec): 2 clusters
  Score: Raw -384001.500114 + Penalty 1349.881953 = -382651.618161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89275.990000 sec): 3 clusters
  Score: Raw -381960.821355 + Penalty 2699.763906 = -379261.057449
  nChanged 1584
		SP:Iteration 1F (89276.060000 sec): 3 clusters
  Score: Raw -382994.109174 + Penalty 2699.763906 = -380294.345268
  nChanged 371
		SP:Iteration 2F (89276.140000 sec): 3 clusters
  Score: Raw -383310.701697 + Penalty 2699.763906 = -380610.937791
  nChanged 269
		SP:Iteration 3F (89276.220000 sec): 3 clusters
  Score: Raw -383526.465424 + Penalty 2699.763906 = -380826.701518
  nChanged 217
		SP:Iteration 4F (89276.290000 sec): 3 clusters
  Score: Raw -383704.212304 + Penalty 2699.763906 = -381004.448398
  nChanged 195
		SP:Iteration 5Q (89276.370000 sec): 3 clusters
  Score: Raw -383870.946297 + Penalty 2699.763906 = -381171.182391
  nChanged 173
		SP:Iteration 6Q (89276.450000 sec): 3 clusters
  Score: Raw -384009.073874 + Penalty 2699.763906 = -381309.309968
  nChanged 148
		SP:Iteration 7Q (89276.520000 sec): 3 clusters
  Score: Raw -384129.870201 + Penalty 2699.763906 = -381430.106295
  nChanged 143
		SP:Iteration 8Q (89276.600000 sec): 3 clusters
  Score: Raw -384229.928278 + Penalty 2699.763906 = -381530.164372
  nChanged 126
		SP:Iteration 9Q (89276.680000 sec): 3 clusters
  Score: Raw -384313.211184 + Penalty 2699.763906 = -381613.447278
  nChanged 116
		SP:Iteration 10Q (89276.760000 sec): 3 clusters
  Score: Raw -384405.456605 + Penalty 2699.763906 = -381705.692698
  nChanged 113
		SP:Iteration 11Q (89276.830000 sec): 3 clusters
  Score: Raw -384491.658000 + Penalty 2699.763906 = -381791.894094
  nChanged 119
		SP:Iteration 12Q (89276.910000 sec): 3 clusters
  Score: Raw -384579.443733 + Penalty 2699.763906 = -381879.679827
  nChanged 103
		SP:Iteration 13Q (89276.990000 sec): 3 clusters
  Score: Raw -384649.856254 + Penalty 2699.763906 = -381950.092348
  nChanged 78
		SP:Iteration 14Q (89277.060000 sec): 3 clusters
  Score: Raw -384692.383308 + Penalty 2699.763906 = -381992.619402
  nChanged 52
		SP:Iteration 15Q (89277.140000 sec): 3 clusters
  Score: Raw -384717.865435 + Penalty 2699.763906 = -382018.101529
  nChanged 45
		SP:Iteration 16Q (89277.220000 sec): 3 clusters
  Score: Raw -384734.304423 + Penalty 2699.763906 = -382034.540517
  nChanged 32
		SP:Iteration 17Q (89277.290000 sec): 3 clusters
  Score: Raw -384746.248656 + Penalty 2699.763906 = -382046.484750
  nChanged 23
		SP:Iteration 18Q (89277.370000 sec): 3 clusters
  Score: Raw -384753.372659 + Penalty 2699.763906 = -382053.608753
  nChanged 14
		SP:Iteration 19Q (89277.440000 sec): 3 clusters
  Score: Raw -384756.586305 + Penalty 2699.763906 = -382056.822399
  nChanged 5
		SP:Iteration 20F (89277.520000 sec): 3 clusters
  Score: Raw -384758.189772 + Penalty 2699.763906 = -382058.425866
  nChanged 7
		SP:Iteration 21Q (89277.600000 sec): 3 clusters
  Score: Raw -384760.755049 + Penalty 2699.763906 = -382060.991143
  nChanged 5
		SP:Iteration 22Q (89277.670000 sec): 3 clusters
  Score: Raw -384762.315797 + Penalty 2699.763906 = -382062.551891
  nChanged 7
		SP:Iteration 23Q (89277.750000 sec): 3 clusters
  Score: Raw -384763.764159 + Penalty 2699.763906 = -382064.000253
  nChanged 5
		SP:Iteration 24Q (89277.830000 sec): 3 clusters
  Score: Raw -384764.955263 + Penalty 2699.763906 = -382065.191356
  nChanged 1
		SP:Iteration 25Q (89277.900000 sec): 3 clusters
  Score: Raw -384765.049914 + Penalty 2699.763906 = -382065.286007
  nChanged 1
		SP:Iteration 26Q (89277.980000 sec): 3 clusters
  Score: Raw -384765.248725 + Penalty 2699.763906 = -382065.484818
  nChanged 0
		SP:Iteration 27F (89278.050000 sec): 3 clusters
  Score: Raw -384765.248725 + Penalty 2699.763906 = -382065.484818
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89278.120000 sec): 2 clusters
  Score: Raw -218582.815837 + Penalty 1256.296136 = -217326.519701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89278.170000 sec): 3 clusters
  Score: Raw -217584.467466 + Penalty 2512.592272 = -215071.875194
  nChanged 856
		SP:Iteration 1F (89278.210000 sec): 3 clusters
  Score: Raw -218160.504930 + Penalty 2512.592272 = -215647.912658
  nChanged 184
		SP:Iteration 2F (89278.260000 sec): 3 clusters
  Score: Raw -218313.170402 + Penalty 2512.592272 = -215800.578130
  nChanged 132
		SP:Iteration 3F (89278.300000 sec): 3 clusters
  Score: Raw -218422.519235 + Penalty 2512.592272 = -215909.926963
  nChanged 89
		SP:Iteration 4Q (89278.350000 sec): 3 clusters
  Score: Raw -218475.385137 + Penalty 2512.592272 = -215962.792865
  nChanged 53
		SP:Iteration 5Q (89278.390000 sec): 3 clusters
  Score: Raw -218511.624451 + Penalty 2512.592272 = -215999.032179
  nChanged 50
		SP:Iteration 6Q (89278.430000 sec): 3 clusters
  Score: Raw -218534.701195 + Penalty 2512.592272 = -216022.108923
  nChanged 27
		SP:Iteration 7Q (89278.480000 sec): 3 clusters
  Score: Raw -218547.932341 + Penalty 2512.592272 = -216035.340069
  nChanged 20
		SP:Iteration 8Q (89278.520000 sec): 3 clusters
  Score: Raw -218560.658228 + Penalty 2512.592272 = -216048.065956
  nChanged 27
		SP:Iteration 9Q (89278.570000 sec): 3 clusters
  Score: Raw -218573.806754 + Penalty 2512.592272 = -216061.214483
  nChanged 23
		SP:Iteration 10Q (89278.610000 sec): 3 clusters
  Score: Raw -218583.329212 + Penalty 2512.592272 = -216070.736940
  nChanged 22
		SP:Iteration 11Q (89278.650000 sec): 3 clusters
  Score: Raw -218595.641939 + Penalty 2512.592272 = -216083.049668
  nChanged 31
		SP:Iteration 12Q (89278.700000 sec): 3 clusters
  Score: Raw -218609.098189 + Penalty 2512.592272 = -216096.505917
  nChanged 19
		SP:Iteration 13Q (89278.740000 sec): 3 clusters
  Score: Raw -218618.340866 + Penalty 2512.592272 = -216105.748594
  nChanged 18
		SP:Iteration 14Q (89278.790000 sec): 3 clusters
  Score: Raw -218627.954104 + Penalty 2512.592272 = -216115.361832
  nChanged 14
		SP:Iteration 15Q (89278.830000 sec): 3 clusters
  Score: Raw -218635.002349 + Penalty 2512.592272 = -216122.410077
  nChanged 18
		SP:Iteration 16Q (89278.870000 sec): 3 clusters
  Score: Raw -218644.465209 + Penalty 2512.592272 = -216131.872937
  nChanged 16
		SP:Iteration 17Q (89278.920000 sec): 3 clusters
  Score: Raw -218652.772168 + Penalty 2512.592272 = -216140.179896
  nChanged 18
		SP:Iteration 18Q (89278.960000 sec): 3 clusters
  Score: Raw -218661.235960 + Penalty 2512.592272 = -216148.643688
  nChanged 15
		SP:Iteration 19Q (89279.010000 sec): 3 clusters
  Score: Raw -218668.533016 + Penalty 2512.592272 = -216155.940744
  nChanged 9
		SP:Iteration 20F (89279.050000 sec): 3 clusters
  Score: Raw -218672.606602 + Penalty 2512.592272 = -216160.014331
  nChanged 8
		SP:Iteration 21Q (89279.090000 sec): 3 clusters
  Score: Raw -218681.530010 + Penalty 2512.592272 = -216168.937738
  nChanged 9
		SP:Iteration 22Q (89279.140000 sec): 3 clusters
  Score: Raw -218686.546800 + Penalty 2512.592272 = -216173.954528
  nChanged 10
		SP:Iteration 23Q (89279.180000 sec): 3 clusters
  Score: Raw -218692.533694 + Penalty 2512.592272 = -216179.941423
  nChanged 14
		SP:Iteration 24Q (89279.230000 sec): 3 clusters
  Score: Raw -218698.149050 + Penalty 2512.592272 = -216185.556778
  nChanged 7
		SP:Iteration 25Q (89279.270000 sec): 3 clusters
  Score: Raw -218700.873604 + Penalty 2512.592272 = -216188.281332
  nChanged 7
		SP:Iteration 26Q (89279.310000 sec): 3 clusters
  Score: Raw -218703.553290 + Penalty 2512.592272 = -216190.961018
  nChanged 6
		SP:Iteration 27Q (89279.360000 sec): 3 clusters
  Score: Raw -218707.268165 + Penalty 2512.592272 = -216194.675893
  nChanged 6
		SP:Iteration 28Q (89279.400000 sec): 3 clusters
  Score: Raw -218709.729448 + Penalty 2512.592272 = -216197.137176
  nChanged 9
		SP:Iteration 29Q (89279.450000 sec): 3 clusters
  Score: Raw -218712.809510 + Penalty 2512.592272 = -216200.217238
  nChanged 9
		SP:Iteration 30Q (89279.490000 sec): 3 clusters
  Score: Raw -218718.163850 + Penalty 2512.592272 = -216205.571578
  nChanged 10
		SP:Iteration 31Q (89279.530000 sec): 3 clusters
  Score: Raw -218722.841333 + Penalty 2512.592272 = -216210.249061
  nChanged 8
		SP:Iteration 32Q (89279.580000 sec): 3 clusters
  Score: Raw -218727.801302 + Penalty 2512.592272 = -216215.209031
  nChanged 10
		SP:Iteration 33Q (89279.620000 sec): 3 clusters
  Score: Raw -218730.595218 + Penalty 2512.592272 = -216218.002946
  nChanged 10
		SP:Iteration 34Q (89279.670000 sec): 3 clusters
  Score: Raw -218737.618002 + Penalty 2512.592272 = -216225.025730
  nChanged 17
		SP:Iteration 35Q (89279.710000 sec): 3 clusters
  Score: Raw -218747.047533 + Penalty 2512.592272 = -216234.455261
  nChanged 14
		SP:Iteration 36Q (89279.750000 sec): 3 clusters
  Score: Raw -218753.176586 + Penalty 2512.592272 = -216240.584314
  nChanged 9
		SP:Iteration 37Q (89279.790000 sec): 3 clusters
  Score: Raw -218756.817424 + Penalty 2512.592272 = -216244.225152
  nChanged 4
		SP:Iteration 38Q (89279.840000 sec): 3 clusters
  Score: Raw -218759.290743 + Penalty 2512.592272 = -216246.698471
  nChanged 4
		SP:Iteration 39Q (89279.880000 sec): 3 clusters
  Score: Raw -218761.888108 + Penalty 2512.592272 = -216249.295836
  nChanged 8
		SP:Iteration 40F (89279.930000 sec): 3 clusters
  Score: Raw -218765.867413 + Penalty 2512.592272 = -216253.275141
  nChanged 8
		SP:Iteration 41Q (89279.970000 sec): 3 clusters
  Score: Raw -218771.753855 + Penalty 2512.592272 = -216259.161583
  nChanged 6
		SP:Iteration 42Q (89280.010000 sec): 3 clusters
  Score: Raw -218774.882058 + Penalty 2512.592272 = -216262.289786
  nChanged 9
		SP:Iteration 43Q (89280.050000 sec): 3 clusters
  Score: Raw -218779.405401 + Penalty 2512.592272 = -216266.813129
  nChanged 10
		SP:Iteration 44Q (89280.100000 sec): 3 clusters
  Score: Raw -218788.890972 + Penalty 2512.592272 = -216276.298700
  nChanged 22
		SP:Iteration 45Q (89280.140000 sec): 3 clusters
  Score: Raw -218804.477919 + Penalty 2512.592272 = -216291.885647
  nChanged 18
		SP:Iteration 46Q (89280.190000 sec): 3 clusters
  Score: Raw -218816.726101 + Penalty 2512.592272 = -216304.133829
  nChanged 18
		SP:Iteration 47Q (89280.230000 sec): 3 clusters
  Score: Raw -218825.426420 + Penalty 2512.592272 = -216312.834148
  nChanged 16
		SP:Iteration 48Q (89280.290000 sec): 3 clusters
  Score: Raw -218839.837337 + Penalty 2512.592272 = -216327.245066
  nChanged 21
		SP:Iteration 49Q (89280.330000 sec): 3 clusters
  Score: Raw -218854.548657 + Penalty 2512.592272 = -216341.956385
  nChanged 16
		SP:Iteration 50Q (89280.370000 sec): 3 clusters
  Score: Raw -218864.121107 + Penalty 2512.592272 = -216351.528835
  nChanged 18
		SP:Iteration 51Q (89280.420000 sec): 3 clusters
  Score: Raw -218873.360013 + Penalty 2512.592272 = -216360.767741
  nChanged 15
		SP:Iteration 52Q (89280.460000 sec): 3 clusters
  Score: Raw -218880.831357 + Penalty 2512.592272 = -216368.239085
  nChanged 15
		SP:Iteration 53Q (89280.510000 sec): 3 clusters
  Score: Raw -218886.328892 + Penalty 2512.592272 = -216373.736620
  nChanged 9
		SP:Iteration 54Q (89280.550000 sec): 3 clusters
  Score: Raw -218890.040366 + Penalty 2512.592272 = -216377.448094
  nChanged 10
		SP:Iteration 55Q (89280.590000 sec): 3 clusters
  Score: Raw -218895.994005 + Penalty 2512.592272 = -216383.401733
  nChanged 11
		SP:Iteration 56Q (89280.630000 sec): 3 clusters
  Score: Raw -218903.620352 + Penalty 2512.592272 = -216391.028081
  nChanged 15
		SP:Iteration 57Q (89280.680000 sec): 3 clusters
  Score: Raw -218914.094922 + Penalty 2512.592272 = -216401.502651
  nChanged 19
		SP:Iteration 58Q (89280.720000 sec): 3 clusters
  Score: Raw -218927.095614 + Penalty 2512.592272 = -216414.503343
  nChanged 24
		SP:Iteration 59Q (89280.770000 sec): 3 clusters
  Score: Raw -218946.293360 + Penalty 2512.592272 = -216433.701088
  nChanged 22
		SP:Iteration 60F (89280.810000 sec): 3 clusters
  Score: Raw -218962.977356 + Penalty 2512.592272 = -216450.385084
  nChanged 28
		SP:Iteration 61Q (89280.850000 sec): 3 clusters
  Score: Raw -218987.223275 + Penalty 2512.592272 = -216474.631004
  nChanged 31
		SP:Iteration 62Q (89280.900000 sec): 3 clusters
  Score: Raw -219011.187693 + Penalty 2512.592272 = -216498.595421
  nChanged 34
		SP:Iteration 63Q (89280.940000 sec): 3 clusters
  Score: Raw -219038.767479 + Penalty 2512.592272 = -216526.175207
  nChanged 29
		SP:Iteration 64Q (89280.980000 sec): 3 clusters
  Score: Raw -219059.669810 + Penalty 2512.592272 = -216547.077538
  nChanged 31
		SP:Iteration 65Q (89281.030000 sec): 3 clusters
  Score: Raw -219083.039256 + Penalty 2512.592272 = -216570.446984
  nChanged 26
		SP:Iteration 66Q (89281.070000 sec): 3 clusters
  Score: Raw -219103.675508 + Penalty 2512.592272 = -216591.083236
  nChanged 22
		SP:Iteration 67Q (89281.110000 sec): 3 clusters
  Score: Raw -219117.489783 + Penalty 2512.592272 = -216604.897511
  nChanged 20
		SP:Iteration 68Q (89281.150000 sec): 3 clusters
  Score: Raw -219131.759655 + Penalty 2512.592272 = -216619.167383
  nChanged 14
		SP:Iteration 69Q (89281.200000 sec): 3 clusters
  Score: Raw -219139.141607 + Penalty 2512.592272 = -216626.549335
  nChanged 4
		SP:Iteration 70Q (89281.240000 sec): 3 clusters
  Score: Raw -219141.521423 + Penalty 2512.592272 = -216628.929152
  nChanged 4
		SP:Iteration 71Q (89281.280000 sec): 3 clusters
  Score: Raw -219143.048747 + Penalty 2512.592272 = -216630.456475
  nChanged 5
		SP:Iteration 72Q (89281.320000 sec): 3 clusters
  Score: Raw -219145.206593 + Penalty 2512.592272 = -216632.614321
  nChanged 5
		SP:Iteration 73Q (89281.370000 sec): 3 clusters
  Score: Raw -219147.256259 + Penalty 2512.592272 = -216634.663987
  nChanged 4
		SP:Iteration 74Q (89281.410000 sec): 3 clusters
  Score: Raw -219148.788701 + Penalty 2512.592272 = -216636.196429
  nChanged 4
		SP:Iteration 75Q (89281.450000 sec): 3 clusters
  Score: Raw -219150.975231 + Penalty 2512.592272 = -216638.382959
  nChanged 3
		SP:Iteration 76Q (89281.490000 sec): 3 clusters
  Score: Raw -219152.374139 + Penalty 2512.592272 = -216639.781867
  nChanged 2
		SP:Iteration 77Q (89281.530000 sec): 3 clusters
  Score: Raw -219153.375890 + Penalty 2512.592272 = -216640.783618
  nChanged 2
		SP:Iteration 78Q (89281.570000 sec): 3 clusters
  Score: Raw -219154.184751 + Penalty 2512.592272 = -216641.592479
  nChanged 2
		SP:Iteration 79Q (89281.620000 sec): 3 clusters
  Score: Raw -219155.780184 + Penalty 2512.592272 = -216643.187912
  nChanged 1
		SP:Iteration 80F (89281.660000 sec): 3 clusters
  Score: Raw -219156.022351 + Penalty 2512.592272 = -216643.430079
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89281.760000 sec): 2 clusters
  Score: Raw -703879.783127 + Penalty 1446.626923 = -702433.156203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89281.910000 sec): 3 clusters
  Score: Raw -699920.842629 + Penalty 2893.253847 = -697027.588782
  nChanged 3060
		SP:Iteration 1F (89282.030000 sec): 3 clusters
  Score: Raw -701565.863051 + Penalty 2893.253847 = -698672.609204
  nChanged 521
		SP:Iteration 2F (89282.150000 sec): 3 clusters
  Score: Raw -701894.861501 + Penalty 2893.253847 = -699001.607655
  nChanged 482
		SP:Iteration 3F (89282.280000 sec): 3 clusters
  Score: Raw -702199.472200 + Penalty 2893.253847 = -699306.218353
  nChanged 443
		SP:Iteration 4F (89282.400000 sec): 3 clusters
  Score: Raw -702463.391143 + Penalty 2893.253847 = -699570.137296
  nChanged 396
		SP:Iteration 5F (89282.520000 sec): 3 clusters
  Score: Raw -702749.514247 + Penalty 2893.253847 = -699856.260400
  nChanged 380
		SP:Iteration 6F (89282.640000 sec): 3 clusters
  Score: Raw -702973.623851 + Penalty 2893.253847 = -700080.370004
  nChanged 315
		SP:Iteration 7Q (89282.770000 sec): 3 clusters
  Score: Raw -703155.729234 + Penalty 2893.253847 = -700262.475387
  nChanged 265
		SP:Iteration 8Q (89282.890000 sec): 3 clusters
  Score: Raw -703292.824593 + Penalty 2893.253847 = -700399.570746
  nChanged 229
		SP:Iteration 9Q (89283.010000 sec): 3 clusters
  Score: Raw -703408.651137 + Penalty 2893.253847 = -700515.397290
  nChanged 190
		SP:Iteration 10Q (89283.140000 sec): 3 clusters
  Score: Raw -703508.979175 + Penalty 2893.253847 = -700615.725328
  nChanged 169
		SP:Iteration 11Q (89283.260000 sec): 3 clusters
  Score: Raw -703597.101926 + Penalty 2893.253847 = -700703.848079
  nChanged 163
		SP:Iteration 12Q (89283.390000 sec): 3 clusters
  Score: Raw -703673.723869 + Penalty 2893.253847 = -700780.470022
  nChanged 127
		SP:Iteration 13Q (89283.510000 sec): 3 clusters
  Score: Raw -703723.221846 + Penalty 2893.253847 = -700829.967999
  nChanged 117
		SP:Iteration 14Q (89283.630000 sec): 3 clusters
  Score: Raw -703769.835733 + Penalty 2893.253847 = -700876.581886
  nChanged 126
		SP:Iteration 15Q (89283.750000 sec): 3 clusters
  Score: Raw -703824.838945 + Penalty 2893.253847 = -700931.585099
  nChanged 127
		SP:Iteration 16Q (89283.880000 sec): 3 clusters
  Score: Raw -703872.240818 + Penalty 2893.253847 = -700978.986971
  nChanged 104
		SP:Iteration 17Q (89284.000000 sec): 3 clusters
  Score: Raw -703909.845272 + Penalty 2893.253847 = -701016.591425
  nChanged 85
		SP:Iteration 18Q (89284.120000 sec): 3 clusters
  Score: Raw -703937.524136 + Penalty 2893.253847 = -701044.270289
  nChanged 74
		SP:Iteration 19Q (89284.240000 sec): 3 clusters
  Score: Raw -703958.366612 + Penalty 2893.253847 = -701065.112765
  nChanged 56
		SP:Iteration 20F (89284.370000 sec): 3 clusters
  Score: Raw -703974.197813 + Penalty 2893.253847 = -701080.943966
  nChanged 52
		SP:Iteration 21Q (89284.490000 sec): 3 clusters
  Score: Raw -703987.261541 + Penalty 2893.253847 = -701094.007694
  nChanged 46
		SP:Iteration 22Q (89284.610000 sec): 3 clusters
  Score: Raw -703997.028121 + Penalty 2893.253847 = -701103.774275
  nChanged 38
		SP:Iteration 23Q (89284.730000 sec): 3 clusters
  Score: Raw -704004.941116 + Penalty 2893.253847 = -701111.687269
  nChanged 29
		SP:Iteration 24Q (89284.850000 sec): 3 clusters
  Score: Raw -704011.750628 + Penalty 2893.253847 = -701118.496781
  nChanged 30
		SP:Iteration 25Q (89284.970000 sec): 3 clusters
  Score: Raw -704019.858539 + Penalty 2893.253847 = -701126.604693
  nChanged 30
		SP:Iteration 26Q (89285.090000 sec): 3 clusters
  Score: Raw -704026.818996 + Penalty 2893.253847 = -701133.565149
  nChanged 26
		SP:Iteration 27Q (89285.210000 sec): 3 clusters
  Score: Raw -704033.303626 + Penalty 2893.253847 = -701140.049780
  nChanged 28
		SP:Iteration 28Q (89285.330000 sec): 3 clusters
  Score: Raw -704039.170011 + Penalty 2893.253847 = -701145.916164
  nChanged 28
		SP:Iteration 29Q (89285.450000 sec): 3 clusters
  Score: Raw -704045.090233 + Penalty 2893.253847 = -701151.836386
  nChanged 24
		SP:Iteration 30Q (89285.570000 sec): 3 clusters
  Score: Raw -704051.897670 + Penalty 2893.253847 = -701158.643824
  nChanged 21
		SP:Iteration 31Q (89285.700000 sec): 3 clusters
  Score: Raw -704057.250703 + Penalty 2893.253847 = -701163.996856
  nChanged 25
		SP:Iteration 32Q (89285.820000 sec): 3 clusters
  Score: Raw -704063.311777 + Penalty 2893.253847 = -701170.057930
  nChanged 27
		SP:Iteration 33Q (89285.940000 sec): 3 clusters
  Score: Raw -704071.279517 + Penalty 2893.253847 = -701178.025670
  nChanged 24
		SP:Iteration 34Q (89286.060000 sec): 3 clusters
  Score: Raw -704077.140997 + Penalty 2893.253847 = -701183.887150
  nChanged 19
		SP:Iteration 35Q (89286.180000 sec): 3 clusters
  Score: Raw -704080.869759 + Penalty 2893.253847 = -701187.615913
  nChanged 20
		SP:Iteration 36Q (89286.300000 sec): 3 clusters
  Score: Raw -704083.393496 + Penalty 2893.253847 = -701190.139650
  nChanged 7
		SP:Iteration 37Q (89286.420000 sec): 3 clusters
  Score: Raw -704084.237566 + Penalty 2893.253847 = -701190.983720
  nChanged 4
		SP:Iteration 38Q (89286.540000 sec): 3 clusters
  Score: Raw -704084.698932 + Penalty 2893.253847 = -701191.445085
  nChanged 2
		SP:Iteration 39Q (89286.670000 sec): 3 clusters
  Score: Raw -704085.130631 + Penalty 2893.253847 = -701191.876784
  nChanged 3
		SP:Iteration 40F (89286.790000 sec): 3 clusters
  Score: Raw -704085.456871 + Penalty 2893.253847 = -701192.203024
  nChanged 4
		SP:Iteration 41Q (89286.910000 sec): 3 clusters
  Score: Raw -704086.412812 + Penalty 2893.253847 = -701193.158966
  nChanged 7
		SP:Iteration 42Q (89287.030000 sec): 3 clusters
  Score: Raw -704087.547337 + Penalty 2893.253847 = -701194.293491
  nChanged 11
		SP:Iteration 43Q (89287.150000 sec): 3 clusters
  Score: Raw -704088.842237 + Penalty 2893.253847 = -701195.588390
  nChanged 7
		SP:Iteration 44Q (89287.270000 sec): 3 clusters
  Score: Raw -704090.027849 + Penalty 2893.253847 = -701196.774002
  nChanged 6
		SP:Iteration 45Q (89287.390000 sec): 3 clusters
  Score: Raw -704090.608098 + Penalty 2893.253847 = -701197.354251
  nChanged 3
		SP:Iteration 46Q (89287.510000 sec): 3 clusters
  Score: Raw -704090.968378 + Penalty 2893.253847 = -701197.714531
  nChanged 2
		SP:Iteration 47Q (89287.630000 sec): 3 clusters
  Score: Raw -704091.264009 + Penalty 2893.253847 = -701198.010162
  nChanged 3
		SP:Iteration 48Q (89287.750000 sec): 3 clusters
  Score: Raw -704091.704279 + Penalty 2893.253847 = -701198.450432
  nChanged 4
		SP:Iteration 49Q (89287.870000 sec): 3 clusters
  Score: Raw -704092.399817 + Penalty 2893.253847 = -701199.145970
  nChanged 6
		SP:Iteration 50Q (89288.000000 sec): 3 clusters
  Score: Raw -704093.211288 + Penalty 2893.253847 = -701199.957441
  nChanged 2
		SP:Iteration 51Q (89288.120000 sec): 3 clusters
  Score: Raw -704093.403163 + Penalty 2893.253847 = -701200.149316
  nChanged 3
		SP:Iteration 52Q (89288.240000 sec): 3 clusters
  Score: Raw -704093.820037 + Penalty 2893.253847 = -701200.566190
  nChanged 4
		SP:Iteration 53Q (89288.360000 sec): 3 clusters
  Score: Raw -704094.261614 + Penalty 2893.253847 = -701201.007767
  nChanged 2
		SP:Iteration 54Q (89288.480000 sec): 3 clusters
  Score: Raw -704094.434907 + Penalty 2893.253847 = -701201.181060
  nChanged 1
		SP:Iteration 55Q (89288.600000 sec): 3 clusters
  Score: Raw -704094.514546 + Penalty 2893.253847 = -701201.260699
  nChanged 0
		SP:Iteration 56F (89288.720000 sec): 3 clusters
  Score: Raw -704094.514546 + Penalty 2893.253847 = -701201.260699
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89288.880000 sec): 2 clusters
  Score: Raw -1705275.782099 + Penalty 1570.145619 = -1703705.636480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89289.150000 sec): 3 clusters
  Score: Raw -1696073.838209 + Penalty 3140.291239 = -1692933.546970
  nChanged 7014
		SP:Iteration 1F (89289.430000 sec): 3 clusters
  Score: Raw -1699943.334216 + Penalty 3140.291239 = -1696803.042978
  nChanged 861
		SP:Iteration 2F (89289.650000 sec): 3 clusters
  Score: Raw -1700306.115948 + Penalty 3140.291239 = -1697165.824709
  nChanged 759
		SP:Iteration 3Q (89289.850000 sec): 3 clusters
  Score: Raw -1700628.473177 + Penalty 3140.291239 = -1697488.181938
  nChanged 713
		SP:Iteration 4Q (89290.050000 sec): 3 clusters
  Score: Raw -1700935.700604 + Penalty 3140.291239 = -1697795.409365
  nChanged 658
		SP:Iteration 5Q (89290.250000 sec): 3 clusters
  Score: Raw -1701211.096388 + Penalty 3140.291239 = -1698070.805150
  nChanged 603
		SP:Iteration 6Q (89290.470000 sec): 3 clusters
  Score: Raw -1701456.712198 + Penalty 3140.291239 = -1698316.420960
  nChanged 578
		SP:Iteration 7Q (89290.750000 sec): 3 clusters
  Score: Raw -1701652.150646 + Penalty 3140.291239 = -1698511.859407
  nChanged 509
		SP:Iteration 8Q (89290.950000 sec): 3 clusters
  Score: Raw -1701842.372223 + Penalty 3140.291239 = -1698702.080984
  nChanged 553
		SP:Iteration 9Q (89291.150000 sec): 3 clusters
  Score: Raw -1702086.474142 + Penalty 3140.291239 = -1698946.182904
  nChanged 598
		SP:Iteration 10Q (89291.350000 sec): 3 clusters
  Score: Raw -1702367.484047 + Penalty 3140.291239 = -1699227.192808
  nChanged 584
		SP:Iteration 11Q (89291.570000 sec): 3 clusters
  Score: Raw -1702705.495363 + Penalty 3140.291239 = -1699565.204124
  nChanged 615
		SP:Iteration 12Q (89291.840000 sec): 3 clusters
  Score: Raw -1703066.283818 + Penalty 3140.291239 = -1699925.992579
  nChanged 565
		SP:Iteration 13Q (89292.050000 sec): 3 clusters
  Score: Raw -1703379.795310 + Penalty 3140.291239 = -1700239.504071
  nChanged 475
		SP:Iteration 14Q (89292.250000 sec): 3 clusters
  Score: Raw -1703600.292262 + Penalty 3140.291239 = -1700460.001023
  nChanged 385
		SP:Iteration 15Q (89292.470000 sec): 3 clusters
  Score: Raw -1703758.051676 + Penalty 3140.291239 = -1700617.760438
  nChanged 296
		SP:Iteration 16Q (89292.740000 sec): 3 clusters
  Score: Raw -1703865.824009 + Penalty 3140.291239 = -1700725.532770
  nChanged 271
		SP:Iteration 17Q (89292.940000 sec): 3 clusters
  Score: Raw -1703960.866287 + Penalty 3140.291239 = -1700820.575048
  nChanged 232
		SP:Iteration 18Q (89293.140000 sec): 3 clusters
  Score: Raw -1704039.776148 + Penalty 3140.291239 = -1700899.484909
  nChanged 216
		SP:Iteration 19Q (89293.340000 sec): 3 clusters
  Score: Raw -1704107.916464 + Penalty 3140.291239 = -1700967.625226
  nChanged 209
		SP:Iteration 20F (89293.540000 sec): 3 clusters
  Score: Raw -1704170.264574 + Penalty 3140.291239 = -1701029.973335
  nChanged 190
		SP:Iteration 21Q (89293.750000 sec): 3 clusters
  Score: Raw -1704227.561923 + Penalty 3140.291239 = -1701087.270685
  nChanged 180
		SP:Iteration 22Q (89294.020000 sec): 3 clusters
  Score: Raw -1704278.157044 + Penalty 3140.291239 = -1701137.865805
  nChanged 162
		SP:Iteration 23Q (89294.220000 sec): 3 clusters
  Score: Raw -1704319.137766 + Penalty 3140.291239 = -1701178.846527
  nChanged 168
		SP:Iteration 24Q (89294.410000 sec): 3 clusters
  Score: Raw -1704360.533619 + Penalty 3140.291239 = -1701220.242380
  nChanged 176
		SP:Iteration 25Q (89294.610000 sec): 3 clusters
  Score: Raw -1704408.567469 + Penalty 3140.291239 = -1701268.276230
  nChanged 183
		SP:Iteration 26Q (89294.810000 sec): 3 clusters
  Score: Raw -1704458.258287 + Penalty 3140.291239 = -1701317.967049
  nChanged 171
		SP:Iteration 27Q (89295.010000 sec): 3 clusters
  Score: Raw -1704502.105797 + Penalty 3140.291239 = -1701361.814558
  nChanged 151
		SP:Iteration 28Q (89295.280000 sec): 3 clusters
  Score: Raw -1704543.446613 + Penalty 3140.291239 = -1701403.155375
  nChanged 154
		SP:Iteration 29Q (89295.510000 sec): 3 clusters
  Score: Raw -1704589.382405 + Penalty 3140.291239 = -1701449.091167
  nChanged 160
		SP:Iteration 30Q (89295.710000 sec): 3 clusters
  Score: Raw -1704643.138937 + Penalty 3140.291239 = -1701502.847698
  nChanged 183
		SP:Iteration 31Q (89295.900000 sec): 3 clusters
  Score: Raw -1704708.709727 + Penalty 3140.291239 = -1701568.418488
  nChanged 186
		SP:Iteration 32Q (89296.110000 sec): 3 clusters
  Score: Raw -1704775.604227 + Penalty 3140.291239 = -1701635.312988
  nChanged 188
		SP:Iteration 33Q (89296.370000 sec): 3 clusters
  Score: Raw -1704845.184215 + Penalty 3140.291239 = -1701704.892976
  nChanged 163
		SP:Iteration 34Q (89296.600000 sec): 3 clusters
  Score: Raw -1704904.250634 + Penalty 3140.291239 = -1701763.959395
  nChanged 163
		SP:Iteration 35Q (89296.790000 sec): 3 clusters
  Score: Raw -1704961.535472 + Penalty 3140.291239 = -1701821.244233
  nChanged 135
		SP:Iteration 36Q (89296.990000 sec): 3 clusters
  Score: Raw -1705012.749576 + Penalty 3140.291239 = -1701872.458337
  nChanged 140
		SP:Iteration 37Q (89297.180000 sec): 3 clusters
  Score: Raw -1705064.929856 + Penalty 3140.291239 = -1701924.638617
  nChanged 123
		SP:Iteration 38Q (89297.380000 sec): 3 clusters
  Score: Raw -1705108.526716 + Penalty 3140.291239 = -1701968.235477
  nChanged 111
		SP:Iteration 39Q (89297.650000 sec): 3 clusters
  Score: Raw -1705148.626180 + Penalty 3140.291239 = -1702008.334942
  nChanged 108
		SP:Iteration 40F (89297.880000 sec): 3 clusters
  Score: Raw -1705187.745885 + Penalty 3140.291239 = -1702047.454646
  nChanged 103
		SP:Iteration 41Q (89298.080000 sec): 3 clusters
  Score: Raw -1705228.267925 + Penalty 3140.291239 = -1702087.976686
  nChanged 109
		SP:Iteration 42Q (89298.270000 sec): 3 clusters
  Score: Raw -1705273.916263 + Penalty 3140.291239 = -1702133.625024
  nChanged 109
		SP:Iteration 43Q (89298.470000 sec): 3 clusters
  Score: Raw -1705322.390815 + Penalty 3140.291239 = -1702182.099576
  nChanged 113
		SP:Iteration 44Q (89298.740000 sec): 3 clusters
  Score: Raw -1705371.583715 + Penalty 3140.291239 = -1702231.292476
  nChanged 101
		SP:Iteration 45Q (89298.970000 sec): 3 clusters
  Score: Raw -1705416.155370 + Penalty 3140.291239 = -1702275.864131
  nChanged 86
		SP:Iteration 46Q (89299.170000 sec): 3 clusters
  Score: Raw -1705458.935532 + Penalty 3140.291239 = -1702318.644293
  nChanged 84
		SP:Iteration 47Q (89299.370000 sec): 3 clusters
  Score: Raw -1705503.207729 + Penalty 3140.291239 = -1702362.916490
  nChanged 80
		SP:Iteration 48Q (89299.570000 sec): 3 clusters
  Score: Raw -1705541.809013 + Penalty 3140.291239 = -1702401.517775
  nChanged 67
		SP:Iteration 49Q (89299.840000 sec): 3 clusters
  Score: Raw -1705576.282456 + Penalty 3140.291239 = -1702435.991217
  nChanged 58
		SP:Iteration 50Q (89300.070000 sec): 3 clusters
  Score: Raw -1705606.957905 + Penalty 3140.291239 = -1702466.666666
  nChanged 64
		SP:Iteration 51Q (89300.270000 sec): 3 clusters
  Score: Raw -1705633.896706 + Penalty 3140.291239 = -1702493.605468
  nChanged 47
		SP:Iteration 52Q (89300.470000 sec): 3 clusters
  Score: Raw -1705652.825344 + Penalty 3140.291239 = -1702512.534105
  nChanged 28
		SP:Iteration 53Q (89300.740000 sec): 3 clusters
  Score: Raw -1705663.378953 + Penalty 3140.291239 = -1702523.087714
  nChanged 20
		SP:Iteration 54Q (89300.980000 sec): 3 clusters
  Score: Raw -1705670.672107 + Penalty 3140.291239 = -1702530.380869
  nChanged 16
		SP:Iteration 55Q (89301.180000 sec): 3 clusters
  Score: Raw -1705676.323761 + Penalty 3140.291239 = -1702536.032523
  nChanged 14
		SP:Iteration 56Q (89301.390000 sec): 3 clusters
  Score: Raw -1705680.350900 + Penalty 3140.291239 = -1702540.059661
  nChanged 10
		SP:Iteration 57Q (89301.650000 sec): 3 clusters
  Score: Raw -1705684.838365 + Penalty 3140.291239 = -1702544.547127
  nChanged 11
		SP:Iteration 58Q (89301.870000 sec): 3 clusters
  Score: Raw -1705688.223422 + Penalty 3140.291239 = -1702547.932183
  nChanged 9
		SP:Iteration 59Q (89302.070000 sec): 3 clusters
  Score: Raw -1705691.119139 + Penalty 3140.291239 = -1702550.827900
  nChanged 12
		SP:Iteration 60F (89302.270000 sec): 3 clusters
  Score: Raw -1705695.016329 + Penalty 3140.291239 = -1702554.725091
  nChanged 15
		SP:Iteration 61Q (89302.470000 sec): 3 clusters
  Score: Raw -1705699.964279 + Penalty 3140.291239 = -1702559.673040
  nChanged 11
		SP:Iteration 62Q (89302.740000 sec): 3 clusters
  Score: Raw -1705702.532307 + Penalty 3140.291239 = -1702562.241069
  nChanged 9
		SP:Iteration 63Q (89302.970000 sec): 3 clusters
  Score: Raw -1705704.872699 + Penalty 3140.291239 = -1702564.581461
  nChanged 14
		SP:Iteration 64Q (89303.170000 sec): 3 clusters
  Score: Raw -1705708.756116 + Penalty 3140.291239 = -1702568.464877
  nChanged 10
		SP:Iteration 65Q (89303.380000 sec): 3 clusters
  Score: Raw -1705710.949664 + Penalty 3140.291239 = -1702570.658425
  nChanged 8
		SP:Iteration 66Q (89303.650000 sec): 3 clusters
  Score: Raw -1705712.477103 + Penalty 3140.291239 = -1702572.185864
  nChanged 4
		SP:Iteration 67Q (89303.850000 sec): 3 clusters
  Score: Raw -1705713.352369 + Penalty 3140.291239 = -1702573.061130
  nChanged 3
		SP:Iteration 68Q (89304.060000 sec): 3 clusters
  Score: Raw -1705713.713422 + Penalty 3140.291239 = -1702573.422183
  nChanged 3
		SP:Iteration 69Q (89304.260000 sec): 3 clusters
  Score: Raw -1705714.462493 + Penalty 3140.291239 = -1702574.171254
  nChanged 5
		SP:Iteration 70Q (89304.460000 sec): 3 clusters
  Score: Raw -1705715.725295 + Penalty 3140.291239 = -1702575.434056
  nChanged 3
		SP:Iteration 71Q (89304.720000 sec): 3 clusters
  Score: Raw -1705716.358568 + Penalty 3140.291239 = -1702576.067330
  nChanged 4
		SP:Iteration 72Q (89304.950000 sec): 3 clusters
  Score: Raw -1705717.296653 + Penalty 3140.291239 = -1702577.005414
  nChanged 4
		SP:Iteration 73Q (89305.150000 sec): 3 clusters
  Score: Raw -1705718.598727 + Penalty 3140.291239 = -1702578.307489
  nChanged 5
		SP:Iteration 74Q (89305.350000 sec): 3 clusters
  Score: Raw -1705719.471640 + Penalty 3140.291239 = -1702579.180401
  nChanged 1
		SP:Iteration 75Q (89305.560000 sec): 3 clusters
  Score: Raw -1705719.576370 + Penalty 3140.291239 = -1702579.285131
  nChanged 1
		SP:Iteration 76Q (89305.830000 sec): 3 clusters
  Score: Raw -1705719.817135 + Penalty 3140.291239 = -1702579.525896
  nChanged 2
		SP:Iteration 77Q (89306.030000 sec): 3 clusters
  Score: Raw -1705720.161532 + Penalty 3140.291239 = -1702579.870293
  nChanged 1
		SP:Iteration 78Q (89306.230000 sec): 3 clusters
  Score: Raw -1705720.299046 + Penalty 3140.291239 = -1702580.007808
  nChanged 1
		SP:Iteration 79Q (89306.430000 sec): 3 clusters
  Score: Raw -1705720.498530 + Penalty 3140.291239 = -1702580.207291
  nChanged 0
		SP:Iteration 80F (89306.640000 sec): 3 clusters
  Score: Raw -1705720.498530 + Penalty 3140.291239 = -1702580.207291
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89306.710000 sec): 2 clusters
  Score: Raw -279870.159481 + Penalty 1278.901966 = -278591.257515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89306.770000 sec): 3 clusters
  Score: Raw -278687.203521 + Penalty 2557.803933 = -276129.399589
  nChanged 965
		SP:Iteration 1F (89306.830000 sec): 3 clusters
  Score: Raw -279266.585212 + Penalty 2557.803933 = -276708.781279
  nChanged 191
		SP:Iteration 2F (89306.890000 sec): 3 clusters
  Score: Raw -279387.954040 + Penalty 2557.803933 = -276830.150107
  nChanged 111
		SP:Iteration 3Q (89306.940000 sec): 3 clusters
  Score: Raw -279444.399142 + Penalty 2557.803933 = -276886.595210
  nChanged 68
		SP:Iteration 4Q (89306.990000 sec): 3 clusters
  Score: Raw -279480.307377 + Penalty 2557.803933 = -276922.503444
  nChanged 62
		SP:Iteration 5Q (89307.040000 sec): 3 clusters
  Score: Raw -279511.524057 + Penalty 2557.803933 = -276953.720125
  nChanged 55
		SP:Iteration 6Q (89307.090000 sec): 3 clusters
  Score: Raw -279534.919110 + Penalty 2557.803933 = -276977.115177
  nChanged 45
		SP:Iteration 7Q (89307.150000 sec): 3 clusters
  Score: Raw -279556.459316 + Penalty 2557.803933 = -276998.655383
  nChanged 50
		SP:Iteration 8Q (89307.200000 sec): 3 clusters
  Score: Raw -279576.870575 + Penalty 2557.803933 = -277019.066643
  nChanged 34
		SP:Iteration 9Q (89307.250000 sec): 3 clusters
  Score: Raw -279589.835174 + Penalty 2557.803933 = -277032.031241
  nChanged 29
		SP:Iteration 10Q (89307.300000 sec): 3 clusters
  Score: Raw -279605.370244 + Penalty 2557.803933 = -277047.566311
  nChanged 32
		SP:Iteration 11Q (89307.350000 sec): 3 clusters
  Score: Raw -279625.185739 + Penalty 2557.803933 = -277067.381807
  nChanged 43
		SP:Iteration 12Q (89307.400000 sec): 3 clusters
  Score: Raw -279645.688867 + Penalty 2557.803933 = -277087.884934
  nChanged 34
		SP:Iteration 13Q (89307.450000 sec): 3 clusters
  Score: Raw -279661.527208 + Penalty 2557.803933 = -277103.723275
  nChanged 44
		SP:Iteration 14Q (89307.500000 sec): 3 clusters
  Score: Raw -279685.212796 + Penalty 2557.803933 = -277127.408864
  nChanged 46
		SP:Iteration 15Q (89307.550000 sec): 3 clusters
  Score: Raw -279709.379614 + Penalty 2557.803933 = -277151.575681
  nChanged 33
		SP:Iteration 16Q (89307.600000 sec): 3 clusters
  Score: Raw -279724.984011 + Penalty 2557.803933 = -277167.180078
  nChanged 40
		SP:Iteration 17Q (89307.650000 sec): 3 clusters
  Score: Raw -279744.426419 + Penalty 2557.803933 = -277186.622487
  nChanged 35
		SP:Iteration 18Q (89307.700000 sec): 3 clusters
  Score: Raw -279761.904032 + Penalty 2557.803933 = -277204.100099
  nChanged 25
		SP:Iteration 19Q (89307.750000 sec): 3 clusters
  Score: Raw -279774.840426 + Penalty 2557.803933 = -277217.036493
  nChanged 21
		SP:Iteration 20F (89307.800000 sec): 3 clusters
  Score: Raw -279786.735107 + Penalty 2557.803933 = -277228.931174
  nChanged 31
		SP:Iteration 21Q (89307.850000 sec): 3 clusters
  Score: Raw -279805.968900 + Penalty 2557.803933 = -277248.164967
  nChanged 29
		SP:Iteration 22Q (89307.900000 sec): 3 clusters
  Score: Raw -279823.313940 + Penalty 2557.803933 = -277265.510007
  nChanged 25
		SP:Iteration 23Q (89307.950000 sec): 3 clusters
  Score: Raw -279839.269862 + Penalty 2557.803933 = -277281.465930
  nChanged 24
		SP:Iteration 24Q (89308.000000 sec): 3 clusters
  Score: Raw -279851.167440 + Penalty 2557.803933 = -277293.363508
  nChanged 16
		SP:Iteration 25Q (89308.050000 sec): 3 clusters
  Score: Raw -279858.250885 + Penalty 2557.803933 = -277300.446952
  nChanged 16
		SP:Iteration 26Q (89308.100000 sec): 3 clusters
  Score: Raw -279868.516337 + Penalty 2557.803933 = -277310.712404
  nChanged 18
		SP:Iteration 27Q (89308.150000 sec): 3 clusters
  Score: Raw -279879.966222 + Penalty 2557.803933 = -277322.162290
  nChanged 18
		SP:Iteration 28Q (89308.200000 sec): 3 clusters
  Score: Raw -279890.185976 + Penalty 2557.803933 = -277332.382044
  nChanged 18
		SP:Iteration 29Q (89308.250000 sec): 3 clusters
  Score: Raw -279902.728850 + Penalty 2557.803933 = -277344.924918
  nChanged 23
		SP:Iteration 30Q (89308.300000 sec): 3 clusters
  Score: Raw -279915.914667 + Penalty 2557.803933 = -277358.110734
  nChanged 17
		SP:Iteration 31Q (89308.350000 sec): 3 clusters
  Score: Raw -279929.217258 + Penalty 2557.803933 = -277371.413325
  nChanged 15
		SP:Iteration 32Q (89308.400000 sec): 3 clusters
  Score: Raw -279940.058803 + Penalty 2557.803933 = -277382.254870
  nChanged 16
		SP:Iteration 33Q (89308.450000 sec): 3 clusters
  Score: Raw -279954.773643 + Penalty 2557.803933 = -277396.969710
  nChanged 16
		SP:Iteration 34Q (89308.500000 sec): 3 clusters
  Score: Raw -279965.198267 + Penalty 2557.803933 = -277407.394335
  nChanged 10
		SP:Iteration 35Q (89308.550000 sec): 3 clusters
  Score: Raw -279970.711878 + Penalty 2557.803933 = -277412.907946
  nChanged 4
		SP:Iteration 36Q (89308.600000 sec): 3 clusters
  Score: Raw -279972.242260 + Penalty 2557.803933 = -277414.438328
  nChanged 3
		SP:Iteration 37Q (89308.650000 sec): 3 clusters
  Score: Raw -279973.146484 + Penalty 2557.803933 = -277415.342551
  nChanged 1
		SP:Iteration 38Q (89308.700000 sec): 3 clusters
  Score: Raw -279973.998305 + Penalty 2557.803933 = -277416.194373
  nChanged 0
		SP:Iteration 39F (89308.750000 sec): 3 clusters
  Score: Raw -279973.998305 + Penalty 2557.803933 = -277416.194373
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89308.830000 sec): 2 clusters
  Score: Raw -391346.576484 + Penalty 1336.252215 = -390010.324269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89308.900000 sec): 3 clusters
  Score: Raw -389434.430501 + Penalty 2672.504429 = -386761.926072
  nChanged 1509
		SP:Iteration 1F (89308.970000 sec): 3 clusters
  Score: Raw -390260.357824 + Penalty 2672.504429 = -387587.853395
  nChanged 281
		SP:Iteration 2F (89309.040000 sec): 3 clusters
  Score: Raw -390420.330652 + Penalty 2672.504429 = -387747.826223
  nChanged 210
		SP:Iteration 3F (89309.110000 sec): 3 clusters
  Score: Raw -390521.864006 + Penalty 2672.504429 = -387849.359577
  nChanged 135
		SP:Iteration 4Q (89309.190000 sec): 3 clusters
  Score: Raw -390582.566359 + Penalty 2672.504429 = -387910.061930
  nChanged 113
		SP:Iteration 5Q (89309.260000 sec): 3 clusters
  Score: Raw -390631.975538 + Penalty 2672.504429 = -387959.471109
  nChanged 95
		SP:Iteration 6Q (89309.330000 sec): 3 clusters
  Score: Raw -390667.408105 + Penalty 2672.504429 = -387994.903676
  nChanged 85
		SP:Iteration 7Q (89309.400000 sec): 3 clusters
  Score: Raw -390707.550726 + Penalty 2672.504429 = -388035.046297
  nChanged 97
		SP:Iteration 8Q (89309.470000 sec): 3 clusters
  Score: Raw -390752.010533 + Penalty 2672.504429 = -388079.506104
  nChanged 94
		SP:Iteration 9Q (89309.540000 sec): 3 clusters
  Score: Raw -390800.550311 + Penalty 2672.504429 = -388128.045882
  nChanged 104
		SP:Iteration 10Q (89309.620000 sec): 3 clusters
  Score: Raw -390860.363249 + Penalty 2672.504429 = -388187.858820
  nChanged 98
		SP:Iteration 11Q (89309.690000 sec): 3 clusters
  Score: Raw -390923.141927 + Penalty 2672.504429 = -388250.637498
  nChanged 97
		SP:Iteration 12Q (89309.760000 sec): 3 clusters
  Score: Raw -390985.010034 + Penalty 2672.504429 = -388312.505605
  nChanged 92
		SP:Iteration 13Q (89309.830000 sec): 3 clusters
  Score: Raw -391044.331686 + Penalty 2672.504429 = -388371.827257
  nChanged 74
		SP:Iteration 14Q (89309.900000 sec): 3 clusters
  Score: Raw -391097.164743 + Penalty 2672.504429 = -388424.660314
  nChanged 72
		SP:Iteration 15Q (89309.970000 sec): 3 clusters
  Score: Raw -391146.863372 + Penalty 2672.504429 = -388474.358943
  nChanged 73
		SP:Iteration 16Q (89310.040000 sec): 3 clusters
  Score: Raw -391208.888288 + Penalty 2672.504429 = -388536.383859
  nChanged 64
		SP:Iteration 17Q (89310.110000 sec): 3 clusters
  Score: Raw -391267.546800 + Penalty 2672.504429 = -388595.042371
  nChanged 61
		SP:Iteration 18Q (89310.180000 sec): 3 clusters
  Score: Raw -391322.089238 + Penalty 2672.504429 = -388649.584808
  nChanged 52
		SP:Iteration 19Q (89310.250000 sec): 3 clusters
  Score: Raw -391380.968170 + Penalty 2672.504429 = -388708.463741
  nChanged 59
		SP:Iteration 20F (89310.320000 sec): 3 clusters
  Score: Raw -391467.919048 + Penalty 2672.504429 = -388795.414619
  nChanged 48
		SP:Iteration 21Q (89310.380000 sec): 3 clusters
  Score: Raw -391550.633429 + Penalty 2672.504429 = -388878.129000
  nChanged 51
		SP:Iteration 22Q (89310.450000 sec): 3 clusters
  Score: Raw -391620.488847 + Penalty 2672.504429 = -388947.984418
  nChanged 59
		SP:Iteration 23Q (89310.520000 sec): 3 clusters
  Score: Raw -391698.598465 + Penalty 2672.504429 = -389026.094036
  nChanged 44
		SP:Iteration 24Q (89310.590000 sec): 3 clusters
  Score: Raw -391757.976027 + Penalty 2672.504429 = -389085.471598
  nChanged 33
		SP:Iteration 25Q (89310.650000 sec): 3 clusters
  Score: Raw -391792.983608 + Penalty 2672.504429 = -389120.479179
  nChanged 25
		SP:Iteration 26Q (89310.720000 sec): 3 clusters
  Score: Raw -391814.234834 + Penalty 2672.504429 = -389141.730405
  nChanged 15
		SP:Iteration 27Q (89310.790000 sec): 3 clusters
  Score: Raw -391827.728251 + Penalty 2672.504429 = -389155.223822
  nChanged 18
		SP:Iteration 28Q (89310.860000 sec): 3 clusters
  Score: Raw -391843.028787 + Penalty 2672.504429 = -389170.524358
  nChanged 15
		SP:Iteration 29Q (89310.920000 sec): 3 clusters
  Score: Raw -391855.870276 + Penalty 2672.504429 = -389183.365847
  nChanged 17
		SP:Iteration 30Q (89310.980000 sec): 3 clusters
  Score: Raw -391868.649771 + Penalty 2672.504429 = -389196.145342
  nChanged 12
		SP:Iteration 31Q (89311.050000 sec): 3 clusters
  Score: Raw -391877.580735 + Penalty 2672.504429 = -389205.076305
  nChanged 17
		SP:Iteration 32Q (89311.120000 sec): 3 clusters
  Score: Raw -391889.965055 + Penalty 2672.504429 = -389217.460625
  nChanged 14
		SP:Iteration 33Q (89311.180000 sec): 3 clusters
  Score: Raw -391897.673417 + Penalty 2672.504429 = -389225.168988
  nChanged 9
		SP:Iteration 34Q (89311.250000 sec): 3 clusters
  Score: Raw -391902.513240 + Penalty 2672.504429 = -389230.008811
  nChanged 6
		SP:Iteration 35Q (89311.320000 sec): 3 clusters
  Score: Raw -391905.422340 + Penalty 2672.504429 = -389232.917911
  nChanged 5
		SP:Iteration 36Q (89311.380000 sec): 3 clusters
  Score: Raw -391907.260362 + Penalty 2672.504429 = -389234.755933
  nChanged 3
		SP:Iteration 37Q (89311.450000 sec): 3 clusters
  Score: Raw -391908.666901 + Penalty 2672.504429 = -389236.162472
  nChanged 3
		SP:Iteration 38Q (89311.520000 sec): 3 clusters
  Score: Raw -391909.517872 + Penalty 2672.504429 = -389237.013443
  nChanged 1
		SP:Iteration 39Q (89311.580000 sec): 3 clusters
  Score: Raw -391910.032917 + Penalty 2672.504429 = -389237.528488
  nChanged 0
		SP:Iteration 40F (89311.650000 sec): 3 clusters
  Score: Raw -391910.977511 + Penalty 2672.504429 = -389238.473082
  nChanged 2
		SP:Iteration 41Q (89311.720000 sec): 3 clusters
  Score: Raw -391912.111417 + Penalty 2672.504429 = -389239.606988
  nChanged 2
		SP:Iteration 42Q (89311.780000 sec): 3 clusters
  Score: Raw -391913.236021 + Penalty 2672.504429 = -389240.731591
  nChanged 1
		SP:Iteration 43Q (89311.850000 sec): 3 clusters
  Score: Raw -391913.875223 + Penalty 2672.504429 = -389241.370794
  nChanged 1
		SP:Iteration 44Q (89311.920000 sec): 3 clusters
  Score: Raw -391914.358629 + Penalty 2672.504429 = -389241.854200
  nChanged 1
		SP:Iteration 45Q (89311.990000 sec): 3 clusters
  Score: Raw -391914.824020 + Penalty 2672.504429 = -389242.319590
  nChanged 2
		SP:Iteration 46Q (89312.050000 sec): 3 clusters
  Score: Raw -391916.023388 + Penalty 2672.504429 = -389243.518959
  nChanged 3
		SP:Iteration 47Q (89312.120000 sec): 3 clusters
  Score: Raw -391917.270802 + Penalty 2672.504429 = -389244.766372
  nChanged 0
		SP:Iteration 48F (89312.190000 sec): 3 clusters
  Score: Raw -391917.270802 + Penalty 2672.504429 = -389244.766372
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89312.250000 sec): 2 clusters
  Score: Raw -139103.465012 + Penalty 1169.339799 = -137934.125213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89312.280000 sec): 3 clusters
  Score: Raw -138595.462446 + Penalty 2338.679599 = -136256.782848
  nChanged 436
		SP:Iteration 1F (89312.300000 sec): 3 clusters
  Score: Raw -138893.840775 + Penalty 2338.679599 = -136555.161176
  nChanged 96
		SP:Iteration 2F (89312.330000 sec): 3 clusters
  Score: Raw -138972.378816 + Penalty 2338.679599 = -136633.699218
  nChanged 53
		SP:Iteration 3Q (89312.350000 sec): 3 clusters
  Score: Raw -139013.373359 + Penalty 2338.679599 = -136674.693760
  nChanged 28
		SP:Iteration 4Q (89312.380000 sec): 3 clusters
  Score: Raw -139038.723642 + Penalty 2338.679599 = -136700.044044
  nChanged 31
		SP:Iteration 5Q (89312.400000 sec): 3 clusters
  Score: Raw -139061.334597 + Penalty 2338.679599 = -136722.654998
  nChanged 15
		SP:Iteration 6Q (89312.430000 sec): 3 clusters
  Score: Raw -139072.238343 + Penalty 2338.679599 = -136733.558744
  nChanged 11
		SP:Iteration 7Q (89312.460000 sec): 3 clusters
  Score: Raw -139079.210807 + Penalty 2338.679599 = -136740.531209
  nChanged 9
		SP:Iteration 8Q (89312.480000 sec): 3 clusters
  Score: Raw -139085.900131 + Penalty 2338.679599 = -136747.220532
  nChanged 6
		SP:Iteration 9Q (89312.510000 sec): 3 clusters
  Score: Raw -139094.672206 + Penalty 2338.679599 = -136755.992608
  nChanged 17
		SP:Iteration 10Q (89312.540000 sec): 3 clusters
  Score: Raw -139111.861295 + Penalty 2338.679599 = -136773.181696
  nChanged 17
		SP:Iteration 11Q (89312.560000 sec): 3 clusters
  Score: Raw -139125.102100 + Penalty 2338.679599 = -136786.422501
  nChanged 17
		SP:Iteration 12Q (89312.590000 sec): 3 clusters
  Score: Raw -139138.000108 + Penalty 2338.679599 = -136799.320509
  nChanged 13
		SP:Iteration 13Q (89312.620000 sec): 3 clusters
  Score: Raw -139145.715132 + Penalty 2338.679599 = -136807.035533
  nChanged 9
		SP:Iteration 14Q (89312.640000 sec): 3 clusters
  Score: Raw -139151.365990 + Penalty 2338.679599 = -136812.686391
  nChanged 8
		SP:Iteration 15Q (89312.660000 sec): 3 clusters
  Score: Raw -139157.946115 + Penalty 2338.679599 = -136819.266517
  nChanged 8
		SP:Iteration 16Q (89312.690000 sec): 3 clusters
  Score: Raw -139162.138008 + Penalty 2338.679599 = -136823.458410
  nChanged 4
		SP:Iteration 17Q (89312.720000 sec): 3 clusters
  Score: Raw -139164.834029 + Penalty 2338.679599 = -136826.154430
  nChanged 4
		SP:Iteration 18Q (89312.740000 sec): 3 clusters
  Score: Raw -139166.557301 + Penalty 2338.679599 = -136827.877702
  nChanged 3
		SP:Iteration 19Q (89312.760000 sec): 3 clusters
  Score: Raw -139168.296730 + Penalty 2338.679599 = -136829.617132
  nChanged 3
		SP:Iteration 20F (89312.790000 sec): 3 clusters
  Score: Raw -139170.262938 + Penalty 2338.679599 = -136831.583339
  nChanged 1
		SP:Iteration 21Q (89312.820000 sec): 3 clusters
  Score: Raw -139170.367116 + Penalty 2338.679599 = -136831.687517
  nChanged 1
		SP:Iteration 22Q (89312.840000 sec): 3 clusters
  Score: Raw -139170.673405 + Penalty 2338.679599 = -136831.993807
  nChanged 0
		SP:Iteration 23F (89312.870000 sec): 3 clusters
  Score: Raw -139170.673405 + Penalty 2338.679599 = -136831.993807
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (3721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89312.940000 sec): 2 clusters
  Score: Raw -358603.195056 + Penalty 1336.034006 = -357267.161050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89313.020000 sec): 3 clusters
  Score: Raw -356773.915294 + Penalty 2672.068012 = -354101.847283
  nChanged 1431
		SP:Iteration 1F (89313.100000 sec): 3 clusters
  Score: Raw -357572.901427 + Penalty 2672.068012 = -354900.833415
  nChanged 284
		SP:Iteration 2F (89313.170000 sec): 3 clusters
  Score: Raw -357744.992992 + Penalty 2672.068012 = -355072.924980
  nChanged 195
		SP:Iteration 3F (89313.240000 sec): 3 clusters
  Score: Raw -357858.468949 + Penalty 2672.068012 = -355186.400937
  nChanged 175
		SP:Iteration 4Q (89313.310000 sec): 3 clusters
  Score: Raw -357974.384326 + Penalty 2672.068012 = -355302.316314
  nChanged 157
		SP:Iteration 5Q (89313.380000 sec): 3 clusters
  Score: Raw -358072.774461 + Penalty 2672.068012 = -355400.706449
  nChanged 154
		SP:Iteration 6Q (89313.450000 sec): 3 clusters
  Score: Raw -358181.471885 + Penalty 2672.068012 = -355509.403873
  nChanged 148
		SP:Iteration 7Q (89313.520000 sec): 3 clusters
  Score: Raw -358283.146383 + Penalty 2672.068012 = -355611.078371
  nChanged 106
		SP:Iteration 8Q (89313.600000 sec): 3 clusters
  Score: Raw -358358.420521 + Penalty 2672.068012 = -355686.352509
  nChanged 115
		SP:Iteration 9Q (89313.660000 sec): 3 clusters
  Score: Raw -358436.738091 + Penalty 2672.068012 = -355764.670079
  nChanged 86
		SP:Iteration 10Q (89313.740000 sec): 3 clusters
  Score: Raw -358497.385370 + Penalty 2672.068012 = -355825.317358
  nChanged 82
		SP:Iteration 11Q (89313.810000 sec): 3 clusters
  Score: Raw -358555.426779 + Penalty 2672.068012 = -355883.358767
  nChanged 65
		SP:Iteration 12Q (89313.880000 sec): 3 clusters
  Score: Raw -358597.656464 + Penalty 2672.068012 = -355925.588453
  nChanged 58
		SP:Iteration 13Q (89313.950000 sec): 3 clusters
  Score: Raw -358633.887838 + Penalty 2672.068012 = -355961.819827
  nChanged 54
		SP:Iteration 14Q (89314.020000 sec): 3 clusters
  Score: Raw -358667.071809 + Penalty 2672.068012 = -355995.003797
  nChanged 51
		SP:Iteration 15Q (89314.090000 sec): 3 clusters
  Score: Raw -358704.060420 + Penalty 2672.068012 = -356031.992409
  nChanged 48
		SP:Iteration 16Q (89314.160000 sec): 3 clusters
  Score: Raw -358741.192228 + Penalty 2672.068012 = -356069.124216
  nChanged 45
		SP:Iteration 17Q (89314.220000 sec): 3 clusters
  Score: Raw -358775.620835 + Penalty 2672.068012 = -356103.552824
  nChanged 34
		SP:Iteration 18Q (89314.300000 sec): 3 clusters
  Score: Raw -358800.178787 + Penalty 2672.068012 = -356128.110775
  nChanged 23
		SP:Iteration 19Q (89314.360000 sec): 3 clusters
  Score: Raw -358815.917315 + Penalty 2672.068012 = -356143.849303
  nChanged 21
		SP:Iteration 20F (89314.430000 sec): 3 clusters
  Score: Raw -358834.187325 + Penalty 2672.068012 = -356162.119314
  nChanged 14
		SP:Iteration 21Q (89314.500000 sec): 3 clusters
  Score: Raw -358849.256843 + Penalty 2672.068012 = -356177.188831
  nChanged 11
		SP:Iteration 22Q (89314.570000 sec): 3 clusters
  Score: Raw -358858.764499 + Penalty 2672.068012 = -356186.696487
  nChanged 6
		SP:Iteration 23Q (89314.630000 sec): 3 clusters
  Score: Raw -358864.146285 + Penalty 2672.068012 = -356192.078274
  nChanged 1
		SP:Iteration 24Q (89314.700000 sec): 3 clusters
  Score: Raw -358865.036180 + Penalty 2672.068012 = -356192.968169
  nChanged 3
		SP:Iteration 25Q (89314.770000 sec): 3 clusters
  Score: Raw -358866.422045 + Penalty 2672.068012 = -356194.354034
  nChanged 4
		SP:Iteration 26Q (89314.840000 sec): 3 clusters
  Score: Raw -358870.324005 + Penalty 2672.068012 = -356198.255993
  nChanged 4
		SP:Iteration 27Q (89314.900000 sec): 3 clusters
  Score: Raw -358872.743554 + Penalty 2672.068012 = -356200.675543
  nChanged 0
		SP:Iteration 28F (89314.970000 sec): 3 clusters
  Score: Raw -358872.743554 + Penalty 2672.068012 = -356200.675543
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89315.030000 sec): 2 clusters
  Score: Raw -128490.536570 + Penalty 1179.148301 = -127311.388268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89315.060000 sec): 3 clusters
  Score: Raw -127971.924460 + Penalty 2358.296603 = -125613.627857
  nChanged 459
		SP:Iteration 1F (89315.090000 sec): 3 clusters
  Score: Raw -128391.623484 + Penalty 2358.296603 = -126033.326881
  nChanged 128
		SP:Iteration 2F (89315.120000 sec): 3 clusters
  Score: Raw -128502.686680 + Penalty 2358.296603 = -126144.390077
  nChanged 75
		SP:Iteration 3F (89315.140000 sec): 3 clusters
  Score: Raw -128594.253606 + Penalty 2358.296603 = -126235.957003
  nChanged 64
		SP:Iteration 4Q (89315.170000 sec): 3 clusters
  Score: Raw -128657.741145 + Penalty 2358.296603 = -126299.444542
  nChanged 35
		SP:Iteration 5Q (89315.200000 sec): 3 clusters
  Score: Raw -128681.547264 + Penalty 2358.296603 = -126323.250661
  nChanged 19
		SP:Iteration 6Q (89315.230000 sec): 3 clusters
  Score: Raw -128692.624865 + Penalty 2358.296603 = -126334.328262
  nChanged 16
		SP:Iteration 7Q (89315.260000 sec): 3 clusters
  Score: Raw -128700.034700 + Penalty 2358.296603 = -126341.738097
  nChanged 9
		SP:Iteration 8Q (89315.280000 sec): 3 clusters
  Score: Raw -128705.127739 + Penalty 2358.296603 = -126346.831136
  nChanged 5
		SP:Iteration 9Q (89315.310000 sec): 3 clusters
  Score: Raw -128707.434806 + Penalty 2358.296603 = -126349.138203
  nChanged 4
		SP:Iteration 10Q (89315.340000 sec): 3 clusters
  Score: Raw -128710.736366 + Penalty 2358.296603 = -126352.439763
  nChanged 3
		SP:Iteration 11Q (89315.370000 sec): 3 clusters
  Score: Raw -128711.852807 + Penalty 2358.296603 = -126353.556204
  nChanged 1
		SP:Iteration 12Q (89315.400000 sec): 3 clusters
  Score: Raw -128712.635502 + Penalty 2358.296603 = -126354.338899
  nChanged 3
		SP:Iteration 13Q (89315.420000 sec): 3 clusters
  Score: Raw -128718.147870 + Penalty 2358.296603 = -126359.851267
  nChanged 3
		SP:Iteration 14Q (89315.450000 sec): 3 clusters
  Score: Raw -128718.975727 + Penalty 2358.296603 = -126360.679124
  nChanged 0
		SP:Iteration 15F (89315.480000 sec): 3 clusters
  Score: Raw -128718.975727 + Penalty 2358.296603 = -126360.679124
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89315.530000 sec): 2 clusters
  Score: Raw -39176.692486 + Penalty 985.742565 = -38190.949921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89315.550000 sec): 3 clusters
  Score: Raw -39216.246036 + Penalty 1971.485129 = -37244.760907
  nChanged 109
		SP:Iteration 1F (89315.550000 sec): 3 clusters
  Score: Raw -39453.766457 + Penalty 1971.485129 = -37482.281327
  nChanged 35
		SP:Iteration 2F (89315.570000 sec): 3 clusters
  Score: Raw -39574.933684 + Penalty 1971.485129 = -37603.448555
  nChanged 29
		SP:Iteration 3F (89315.570000 sec): 3 clusters
  Score: Raw -39645.247507 + Penalty 1971.485129 = -37673.762377
  nChanged 20
		SP:Iteration 4Q (89315.580000 sec): 3 clusters
  Score: Raw -39680.119386 + Penalty 1971.485129 = -37708.634257
  nChanged 10
		SP:Iteration 5Q (89315.590000 sec): 3 clusters
  Score: Raw -39700.639853 + Penalty 1971.485129 = -37729.154724
  nChanged 7
		SP:Iteration 6Q (89315.600000 sec): 3 clusters
  Score: Raw -39722.672000 + Penalty 1971.485129 = -37751.186871
  nChanged 1
		SP:Iteration 7Q (89315.620000 sec): 3 clusters
  Score: Raw -39725.351382 + Penalty 1971.485129 = -37753.866252
  nChanged 1
		SP:Iteration 8Q (89315.630000 sec): 3 clusters
  Score: Raw -39728.286599 + Penalty 1971.485129 = -37756.801470
  nChanged 1
		SP:Iteration 9Q (89315.630000 sec): 3 clusters
  Score: Raw -39729.720452 + Penalty 1971.485129 = -37758.235323
  nChanged 0
		SP:Iteration 10F (89315.640000 sec): 3 clusters
  Score: Raw -39729.720452 + Penalty 1971.485129 = -37758.235323
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89315.730000 sec): 2 clusters
  Score: Raw -527699.966939 + Penalty 1400.503884 = -526299.463054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89315.880000 sec): 3 clusters
  Score: Raw -524838.667922 + Penalty 2801.007769 = -522037.660153
  nChanged 2260
		SP:Iteration 1F (89315.980000 sec): 3 clusters
  Score: Raw -526130.714405 + Penalty 2801.007769 = -523329.706636
  nChanged 436
		SP:Iteration 2F (89316.080000 sec): 3 clusters
  Score: Raw -526400.461954 + Penalty 2801.007769 = -523599.454185
  nChanged 386
		SP:Iteration 3F (89316.180000 sec): 3 clusters
  Score: Raw -526657.635982 + Penalty 2801.007769 = -523856.628214
  nChanged 352
		SP:Iteration 4F (89316.270000 sec): 3 clusters
  Score: Raw -526889.239915 + Penalty 2801.007769 = -524088.232146
  nChanged 306
		SP:Iteration 5F (89316.370000 sec): 3 clusters
  Score: Raw -527103.634970 + Penalty 2801.007769 = -524302.627201
  nChanged 265
		SP:Iteration 6Q (89316.470000 sec): 3 clusters
  Score: Raw -527270.654611 + Penalty 2801.007769 = -524469.646842
  nChanged 213
		SP:Iteration 7Q (89316.580000 sec): 3 clusters
  Score: Raw -527435.443619 + Penalty 2801.007769 = -524634.435850
  nChanged 226
		SP:Iteration 8Q (89316.680000 sec): 3 clusters
  Score: Raw -527631.744626 + Penalty 2801.007769 = -524830.736858
  nChanged 243
		SP:Iteration 9Q (89316.780000 sec): 3 clusters
  Score: Raw -527869.445379 + Penalty 2801.007769 = -525068.437610
  nChanged 218
		SP:Iteration 10Q (89316.880000 sec): 3 clusters
  Score: Raw -528078.298741 + Penalty 2801.007769 = -525277.290972
  nChanged 195
		SP:Iteration 11Q (89316.980000 sec): 3 clusters
  Score: Raw -528218.898879 + Penalty 2801.007769 = -525417.891110
  nChanged 130
		SP:Iteration 12Q (89317.080000 sec): 3 clusters
  Score: Raw -528298.373803 + Penalty 2801.007769 = -525497.366034
  nChanged 93
		SP:Iteration 13Q (89317.180000 sec): 3 clusters
  Score: Raw -528351.351552 + Penalty 2801.007769 = -525550.343783
  nChanged 75
		SP:Iteration 14Q (89317.280000 sec): 3 clusters
  Score: Raw -528390.262947 + Penalty 2801.007769 = -525589.255178
  nChanged 54
		SP:Iteration 15Q (89317.380000 sec): 3 clusters
  Score: Raw -528413.793944 + Penalty 2801.007769 = -525612.786175
  nChanged 40
		SP:Iteration 16Q (89317.480000 sec): 3 clusters
  Score: Raw -528430.818082 + Penalty 2801.007769 = -525629.810314
  nChanged 26
		SP:Iteration 17Q (89317.580000 sec): 3 clusters
  Score: Raw -528441.714746 + Penalty 2801.007769 = -525640.706977
  nChanged 23
		SP:Iteration 18Q (89317.680000 sec): 3 clusters
  Score: Raw -528450.312714 + Penalty 2801.007769 = -525649.304945
  nChanged 16
		SP:Iteration 19Q (89317.780000 sec): 3 clusters
  Score: Raw -528454.253854 + Penalty 2801.007769 = -525653.246085
  nChanged 10
		SP:Iteration 20F (89317.870000 sec): 3 clusters
  Score: Raw -528456.743301 + Penalty 2801.007769 = -525655.735532
  nChanged 8
		SP:Iteration 21Q (89317.970000 sec): 3 clusters
  Score: Raw -528458.868366 + Penalty 2801.007769 = -525657.860598
  nChanged 7
		SP:Iteration 22Q (89318.070000 sec): 3 clusters
  Score: Raw -528460.253771 + Penalty 2801.007769 = -525659.246003
  nChanged 6
		SP:Iteration 23Q (89318.170000 sec): 3 clusters
  Score: Raw -528462.247998 + Penalty 2801.007769 = -525661.240229
  nChanged 9
		SP:Iteration 24Q (89318.270000 sec): 3 clusters
  Score: Raw -528464.316414 + Penalty 2801.007769 = -525663.308645
  nChanged 2
		SP:Iteration 25Q (89318.360000 sec): 3 clusters
  Score: Raw -528464.841686 + Penalty 2801.007769 = -525663.833917
  nChanged 0
		SP:Iteration 26F (89318.460000 sec): 3 clusters
  Score: Raw -528464.841686 + Penalty 2801.007769 = -525663.833917
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89318.530000 sec): 2 clusters
  Score: Raw -271710.268602 + Penalty 1295.301435 = -270414.967167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89318.590000 sec): 3 clusters
  Score: Raw -270359.147926 + Penalty 2590.602870 = -267768.545056
  nChanged 1092
		SP:Iteration 1F (89318.650000 sec): 3 clusters
  Score: Raw -271037.235446 + Penalty 2590.602870 = -268446.632576
  nChanged 237
		SP:Iteration 2F (89318.700000 sec): 3 clusters
  Score: Raw -271193.120798 + Penalty 2590.602870 = -268602.517928
  nChanged 152
		SP:Iteration 3F (89318.760000 sec): 3 clusters
  Score: Raw -271292.297128 + Penalty 2590.602870 = -268701.694258
  nChanged 134
		SP:Iteration 4Q (89318.820000 sec): 3 clusters
  Score: Raw -271387.095769 + Penalty 2590.602870 = -268796.492899
  nChanged 111
		SP:Iteration 5Q (89318.870000 sec): 3 clusters
  Score: Raw -271471.881258 + Penalty 2590.602870 = -268881.278388
  nChanged 108
		SP:Iteration 6Q (89318.930000 sec): 3 clusters
  Score: Raw -271559.535481 + Penalty 2590.602870 = -268968.932611
  nChanged 96
		SP:Iteration 7Q (89318.980000 sec): 3 clusters
  Score: Raw -271623.401360 + Penalty 2590.602870 = -269032.798490
  nChanged 88
		SP:Iteration 8Q (89319.040000 sec): 3 clusters
  Score: Raw -271675.914576 + Penalty 2590.602870 = -269085.311707
  nChanged 64
		SP:Iteration 9Q (89319.100000 sec): 3 clusters
  Score: Raw -271717.271294 + Penalty 2590.602870 = -269126.668424
  nChanged 53
		SP:Iteration 10Q (89319.150000 sec): 3 clusters
  Score: Raw -271742.681155 + Penalty 2590.602870 = -269152.078285
  nChanged 47
		SP:Iteration 11Q (89319.210000 sec): 3 clusters
  Score: Raw -271768.747994 + Penalty 2590.602870 = -269178.145124
  nChanged 35
		SP:Iteration 12Q (89319.260000 sec): 3 clusters
  Score: Raw -271786.228822 + Penalty 2590.602870 = -269195.625952
  nChanged 29
		SP:Iteration 13Q (89319.320000 sec): 3 clusters
  Score: Raw -271799.373374 + Penalty 2590.602870 = -269208.770504
  nChanged 23
		SP:Iteration 14Q (89319.380000 sec): 3 clusters
  Score: Raw -271808.252745 + Penalty 2590.602870 = -269217.649875
  nChanged 26
		SP:Iteration 15Q (89319.430000 sec): 3 clusters
  Score: Raw -271819.393823 + Penalty 2590.602870 = -269228.790953
  nChanged 20
		SP:Iteration 16Q (89319.490000 sec): 3 clusters
  Score: Raw -271828.006745 + Penalty 2590.602870 = -269237.403875
  nChanged 18
		SP:Iteration 17Q (89319.540000 sec): 3 clusters
  Score: Raw -271836.935740 + Penalty 2590.602870 = -269246.332870
  nChanged 22
		SP:Iteration 18Q (89319.600000 sec): 3 clusters
  Score: Raw -271847.001982 + Penalty 2590.602870 = -269256.399112
  nChanged 22
		SP:Iteration 19Q (89319.660000 sec): 3 clusters
  Score: Raw -271856.043476 + Penalty 2590.602870 = -269265.440606
  nChanged 26
		SP:Iteration 20F (89319.710000 sec): 3 clusters
  Score: Raw -271866.074570 + Penalty 2590.602870 = -269275.471700
  nChanged 20
		SP:Iteration 21Q (89319.770000 sec): 3 clusters
  Score: Raw -271871.493634 + Penalty 2590.602870 = -269280.890764
  nChanged 13
		SP:Iteration 22Q (89319.820000 sec): 3 clusters
  Score: Raw -271877.284699 + Penalty 2590.602870 = -269286.681829
  nChanged 13
		SP:Iteration 23Q (89319.880000 sec): 3 clusters
  Score: Raw -271883.009288 + Penalty 2590.602870 = -269292.406418
  nChanged 15
		SP:Iteration 24Q (89319.940000 sec): 3 clusters
  Score: Raw -271889.257098 + Penalty 2590.602870 = -269298.654229
  nChanged 15
		SP:Iteration 25Q (89319.990000 sec): 3 clusters
  Score: Raw -271897.750831 + Penalty 2590.602870 = -269307.147961
  nChanged 18
		SP:Iteration 26Q (89320.050000 sec): 3 clusters
  Score: Raw -271907.254687 + Penalty 2590.602870 = -269316.651817
  nChanged 16
		SP:Iteration 27Q (89320.100000 sec): 3 clusters
  Score: Raw -271914.370348 + Penalty 2590.602870 = -269323.767479
  nChanged 15
		SP:Iteration 28Q (89320.160000 sec): 3 clusters
  Score: Raw -271921.990187 + Penalty 2590.602870 = -269331.387317
  nChanged 15
		SP:Iteration 29Q (89320.210000 sec): 3 clusters
  Score: Raw -271926.336235 + Penalty 2590.602870 = -269335.733365
  nChanged 7
		SP:Iteration 30Q (89320.270000 sec): 3 clusters
  Score: Raw -271930.589893 + Penalty 2590.602870 = -269339.987023
  nChanged 8
		SP:Iteration 31Q (89320.320000 sec): 3 clusters
  Score: Raw -271934.906521 + Penalty 2590.602870 = -269344.303651
  nChanged 10
		SP:Iteration 32Q (89320.380000 sec): 3 clusters
  Score: Raw -271938.064466 + Penalty 2590.602870 = -269347.461596
  nChanged 8
		SP:Iteration 33Q (89320.440000 sec): 3 clusters
  Score: Raw -271941.538815 + Penalty 2590.602870 = -269350.935946
  nChanged 11
		SP:Iteration 34Q (89320.490000 sec): 3 clusters
  Score: Raw -271946.005119 + Penalty 2590.602870 = -269355.402249
  nChanged 10
		SP:Iteration 35Q (89320.550000 sec): 3 clusters
  Score: Raw -271948.427618 + Penalty 2590.602870 = -269357.824748
  nChanged 6
		SP:Iteration 36Q (89320.600000 sec): 3 clusters
  Score: Raw -271950.779261 + Penalty 2590.602870 = -269360.176391
  nChanged 4
		SP:Iteration 37Q (89320.660000 sec): 3 clusters
  Score: Raw -271952.206068 + Penalty 2590.602870 = -269361.603198
  nChanged 4
		SP:Iteration 38Q (89320.720000 sec): 3 clusters
  Score: Raw -271954.545818 + Penalty 2590.602870 = -269363.942948
  nChanged 5
		SP:Iteration 39Q (89320.770000 sec): 3 clusters
  Score: Raw -271956.295615 + Penalty 2590.602870 = -269365.692745
  nChanged 5
		SP:Iteration 40F (89320.820000 sec): 3 clusters
  Score: Raw -271957.505062 + Penalty 2590.602870 = -269366.902192
  nChanged 5
		SP:Iteration 41Q (89320.880000 sec): 3 clusters
  Score: Raw -271959.788495 + Penalty 2590.602870 = -269369.185625
  nChanged 6
		SP:Iteration 42Q (89320.940000 sec): 3 clusters
  Score: Raw -271961.339354 + Penalty 2590.602870 = -269370.736484
  nChanged 3
		SP:Iteration 43Q (89320.990000 sec): 3 clusters
  Score: Raw -271962.142053 + Penalty 2590.602870 = -269371.539183
  nChanged 4
		SP:Iteration 44Q (89321.050000 sec): 3 clusters
  Score: Raw -271963.499876 + Penalty 2590.602870 = -269372.897006
  nChanged 4
		SP:Iteration 45Q (89321.100000 sec): 3 clusters
  Score: Raw -271964.811615 + Penalty 2590.602870 = -269374.208745
  nChanged 5
		SP:Iteration 46Q (89321.160000 sec): 3 clusters
  Score: Raw -271965.999527 + Penalty 2590.602870 = -269375.396657
  nChanged 5
		SP:Iteration 47Q (89321.210000 sec): 3 clusters
  Score: Raw -271967.060386 + Penalty 2590.602870 = -269376.457516
  nChanged 1
		SP:Iteration 48Q (89321.270000 sec): 3 clusters
  Score: Raw -271967.385382 + Penalty 2590.602870 = -269376.782513
  nChanged 1
		SP:Iteration 49Q (89321.320000 sec): 3 clusters
  Score: Raw -271967.529671 + Penalty 2590.602870 = -269376.926801
  nChanged 0
		SP:Iteration 50F (89321.380000 sec): 3 clusters
  Score: Raw -271967.529671 + Penalty 2590.602870 = -269376.926801
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 74 (2777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89321.450000 sec): 2 clusters
  Score: Raw -296589.414470 + Penalty 1288.483054 = -295300.931416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89321.500000 sec): 3 clusters
  Score: Raw -295266.347633 + Penalty 2576.966108 = -292689.381525
  nChanged 1057
		SP:Iteration 1F (89321.560000 sec): 3 clusters
  Score: Raw -295880.540259 + Penalty 2576.966108 = -293303.574150
  nChanged 197
		SP:Iteration 2F (89321.610000 sec): 3 clusters
  Score: Raw -295995.161255 + Penalty 2576.966108 = -293418.195147
  nChanged 118
		SP:Iteration 3Q (89321.660000 sec): 3 clusters
  Score: Raw -296057.034063 + Penalty 2576.966108 = -293480.067955
  nChanged 96
		SP:Iteration 4Q (89321.720000 sec): 3 clusters
  Score: Raw -296098.509076 + Penalty 2576.966108 = -293521.542968
  nChanged 63
		SP:Iteration 5Q (89321.770000 sec): 3 clusters
  Score: Raw -296128.066240 + Penalty 2576.966108 = -293551.100131
  nChanged 51
		SP:Iteration 6Q (89321.830000 sec): 3 clusters
  Score: Raw -296156.416917 + Penalty 2576.966108 = -293579.450808
  nChanged 47
		SP:Iteration 7Q (89321.880000 sec): 3 clusters
  Score: Raw -296182.189274 + Penalty 2576.966108 = -293605.223166
  nChanged 49
		SP:Iteration 8Q (89321.930000 sec): 3 clusters
  Score: Raw -296200.201590 + Penalty 2576.966108 = -293623.235482
  nChanged 40
		SP:Iteration 9Q (89321.980000 sec): 3 clusters
  Score: Raw -296217.956866 + Penalty 2576.966108 = -293640.990758
  nChanged 34
		SP:Iteration 10Q (89322.040000 sec): 3 clusters
  Score: Raw -296237.303281 + Penalty 2576.966108 = -293660.337173
  nChanged 39
		SP:Iteration 11Q (89322.090000 sec): 3 clusters
  Score: Raw -296256.659954 + Penalty 2576.966108 = -293679.693846
  nChanged 38
		SP:Iteration 12Q (89322.150000 sec): 3 clusters
  Score: Raw -296275.089570 + Penalty 2576.966108 = -293698.123461
  nChanged 30
		SP:Iteration 13Q (89322.200000 sec): 3 clusters
  Score: Raw -296286.511142 + Penalty 2576.966108 = -293709.545034
  nChanged 29
		SP:Iteration 14Q (89322.260000 sec): 3 clusters
  Score: Raw -296302.767157 + Penalty 2576.966108 = -293725.801048
  nChanged 36
		SP:Iteration 15Q (89322.310000 sec): 3 clusters
  Score: Raw -296325.560894 + Penalty 2576.966108 = -293748.594785
  nChanged 37
		SP:Iteration 16Q (89322.360000 sec): 3 clusters
  Score: Raw -296341.458052 + Penalty 2576.966108 = -293764.491943
  nChanged 29
		SP:Iteration 17Q (89322.420000 sec): 3 clusters
  Score: Raw -296353.709847 + Penalty 2576.966108 = -293776.743739
  nChanged 24
		SP:Iteration 18Q (89322.470000 sec): 3 clusters
  Score: Raw -296362.426038 + Penalty 2576.966108 = -293785.459929
  nChanged 27
		SP:Iteration 19Q (89322.530000 sec): 3 clusters
  Score: Raw -296374.058791 + Penalty 2576.966108 = -293797.092683
  nChanged 28
		SP:Iteration 20F (89322.580000 sec): 3 clusters
  Score: Raw -296385.967682 + Penalty 2576.966108 = -293809.001574
  nChanged 23
		SP:Iteration 21Q (89322.630000 sec): 3 clusters
  Score: Raw -296397.506437 + Penalty 2576.966108 = -293820.540328
  nChanged 23
		SP:Iteration 22Q (89322.690000 sec): 3 clusters
  Score: Raw -296409.407492 + Penalty 2576.966108 = -293832.441384
  nChanged 22
		SP:Iteration 23Q (89322.740000 sec): 3 clusters
  Score: Raw -296419.344568 + Penalty 2576.966108 = -293842.378459
  nChanged 25
		SP:Iteration 24Q (89322.800000 sec): 3 clusters
  Score: Raw -296430.289500 + Penalty 2576.966108 = -293853.323392
  nChanged 19
		SP:Iteration 25Q (89322.850000 sec): 3 clusters
  Score: Raw -296437.298685 + Penalty 2576.966108 = -293860.332577
  nChanged 19
		SP:Iteration 26Q (89322.900000 sec): 3 clusters
  Score: Raw -296444.848701 + Penalty 2576.966108 = -293867.882592
  nChanged 18
		SP:Iteration 27Q (89322.960000 sec): 3 clusters
  Score: Raw -296450.615245 + Penalty 2576.966108 = -293873.649137
  nChanged 13
		SP:Iteration 28Q (89323.010000 sec): 3 clusters
  Score: Raw -296454.634862 + Penalty 2576.966108 = -293877.668754
  nChanged 7
		SP:Iteration 29Q (89323.060000 sec): 3 clusters
  Score: Raw -296456.669934 + Penalty 2576.966108 = -293879.703826
  nChanged 3
		SP:Iteration 30Q (89323.120000 sec): 3 clusters
  Score: Raw -296457.636634 + Penalty 2576.966108 = -293880.670526
  nChanged 3
		SP:Iteration 31Q (89323.170000 sec): 3 clusters
  Score: Raw -296458.417694 + Penalty 2576.966108 = -293881.451585
  nChanged 3
		SP:Iteration 32Q (89323.230000 sec): 3 clusters
  Score: Raw -296459.922650 + Penalty 2576.966108 = -293882.956542
  nChanged 5
		SP:Iteration 33Q (89323.280000 sec): 3 clusters
  Score: Raw -296461.715532 + Penalty 2576.966108 = -293884.749424
  nChanged 6
		SP:Iteration 34Q (89323.330000 sec): 3 clusters
  Score: Raw -296464.107869 + Penalty 2576.966108 = -293887.141760
  nChanged 5
		SP:Iteration 35Q (89323.390000 sec): 3 clusters
  Score: Raw -296467.200409 + Penalty 2576.966108 = -293890.234301
  nChanged 8
		SP:Iteration 36Q (89323.440000 sec): 3 clusters
  Score: Raw -296471.109084 + Penalty 2576.966108 = -293894.142976
  nChanged 7
		SP:Iteration 37Q (89323.500000 sec): 3 clusters
  Score: Raw -296474.696860 + Penalty 2576.966108 = -293897.730751
  nChanged 10
		SP:Iteration 38Q (89323.550000 sec): 3 clusters
  Score: Raw -296478.776897 + Penalty 2576.966108 = -293901.810789
  nChanged 11
		SP:Iteration 39Q (89323.600000 sec): 3 clusters
  Score: Raw -296484.903040 + Penalty 2576.966108 = -293907.936931
  nChanged 20
		SP:Iteration 40F (89323.660000 sec): 3 clusters
  Score: Raw -296493.892849 + Penalty 2576.966108 = -293916.926740
  nChanged 11
		SP:Iteration 41Q (89323.710000 sec): 3 clusters
  Score: Raw -296498.656212 + Penalty 2576.966108 = -293921.690104
  nChanged 7
		SP:Iteration 42Q (89323.760000 sec): 3 clusters
  Score: Raw -296500.975466 + Penalty 2576.966108 = -293924.009357
  nChanged 8
		SP:Iteration 43Q (89323.820000 sec): 3 clusters
  Score: Raw -296502.951035 + Penalty 2576.966108 = -293925.984927
  nChanged 5
		SP:Iteration 44Q (89323.870000 sec): 3 clusters
  Score: Raw -296504.165423 + Penalty 2576.966108 = -293927.199315
  nChanged 2
		SP:Iteration 45Q (89323.920000 sec): 3 clusters
  Score: Raw -296504.792125 + Penalty 2576.966108 = -293927.826017
  nChanged 0
		SP:Iteration 46F (89323.980000 sec): 3 clusters
  Score: Raw -296504.792125 + Penalty 2576.966108 = -293927.826017
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 75 (106413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89324.680000 sec): 2 clusters
  Score: Raw -11268769.270520 + Penalty 1880.950992 = -11266888.319528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89325.700000 sec): 3 clusters
  Score: Raw -11199529.782402 + Penalty 3761.901984 = -11195767.880417
  nChanged 50839
		SP:Iteration 1F (89326.670000 sec): 3 clusters
  Score: Raw -11229375.433090 + Penalty 3761.901984 = -11225613.531106
  nChanged 3838
		SP:Iteration 2Q (89327.700000 sec): 3 clusters
  Score: Raw -11230498.166830 + Penalty 3761.901984 = -11226736.264846
  nChanged 4602
		SP:Iteration 3Q (89328.760000 sec): 3 clusters
  Score: Raw -11232238.497434 + Penalty 3761.901984 = -11228476.595450
  nChanged 5768
		SP:Iteration 4F (89329.750000 sec): 3 clusters
  Score: Raw -11235076.158165 + Penalty 3761.901984 = -11231314.256181
  nChanged 6877
		SP:Iteration 5F (89330.710000 sec): 3 clusters
  Score: Raw -11239128.124479 + Penalty 3761.901984 = -11235366.222495
  nChanged 7221
		SP:Iteration 6F (89331.720000 sec): 3 clusters
  Score: Raw -11243973.153883 + Penalty 3761.901984 = -11240211.251899
  nChanged 7003
		SP:Iteration 7F (89332.710000 sec): 3 clusters
  Score: Raw -11249578.194556 + Penalty 3761.901984 = -11245816.292572
  nChanged 6091
		SP:Iteration 8F (89333.680000 sec): 3 clusters
  Score: Raw -11255059.349723 + Penalty 3761.901984 = -11251297.447739
  nChanged 4596
		SP:Iteration 9Q (89334.670000 sec): 3 clusters
  Score: Raw -11259030.928276 + Penalty 3761.901984 = -11255269.026292
  nChanged 3400
		SP:Iteration 10Q (89335.660000 sec): 3 clusters
  Score: Raw -11261534.309148 + Penalty 3761.901984 = -11257772.407163
  nChanged 2453
		SP:Iteration 11Q (89336.600000 sec): 3 clusters
  Score: Raw -11263125.535096 + Penalty 3761.901984 = -11259363.633112
  nChanged 1821
		SP:Iteration 12Q (89337.550000 sec): 3 clusters
  Score: Raw -11264176.266605 + Penalty 3761.901984 = -11260414.364621
  nChanged 1582
		SP:Iteration 13Q (89338.490000 sec): 3 clusters
  Score: Raw -11265083.907600 + Penalty 3761.901984 = -11261322.005616
  nChanged 1388
		SP:Iteration 14Q (89339.380000 sec): 3 clusters
  Score: Raw -11265858.219313 + Penalty 3761.901984 = -11262096.317329
  nChanged 1192
		SP:Iteration 15Q (89340.310000 sec): 3 clusters
  Score: Raw -11266537.421877 + Penalty 3761.901984 = -11262775.519892
  nChanged 1002
		SP:Iteration 16Q (89341.200000 sec): 3 clusters
  Score: Raw -11267129.521904 + Penalty 3761.901984 = -11263367.619920
  nChanged 838
		SP:Iteration 17Q (89342.110000 sec): 3 clusters
  Score: Raw -11267618.986341 + Penalty 3761.901984 = -11263857.084357
  nChanged 669
		SP:Iteration 18Q (89342.980000 sec): 3 clusters
  Score: Raw -11268018.657670 + Penalty 3761.901984 = -11264256.755685
  nChanged 503
		SP:Iteration 19Q (89343.840000 sec): 3 clusters
  Score: Raw -11268313.523138 + Penalty 3761.901984 = -11264551.621153
  nChanged 367
		SP:Iteration 20F (89344.830000 sec): 3 clusters
  Score: Raw -11268549.704075 + Penalty 3761.901984 = -11264787.802090
  nChanged 266
		SP:Iteration 21Q (89345.750000 sec): 3 clusters
  Score: Raw -11268704.513811 + Penalty 3761.901984 = -11264942.611826
  nChanged 194
		SP:Iteration 22Q (89346.640000 sec): 3 clusters
  Score: Raw -11268822.316053 + Penalty 3761.901984 = -11265060.414069
  nChanged 116
		SP:Iteration 23Q (89347.500000 sec): 3 clusters
  Score: Raw -11268892.002921 + Penalty 3761.901984 = -11265130.100937
  nChanged 89
		SP:Iteration 24Q (89348.400000 sec): 3 clusters
  Score: Raw -11268944.400105 + Penalty 3761.901984 = -11265182.498120
  nChanged 70
		SP:Iteration 25Q (89349.290000 sec): 3 clusters
  Score: Raw -11268983.318052 + Penalty 3761.901984 = -11265221.416068
  nChanged 48
		SP:Iteration 26Q (89350.150000 sec): 3 clusters
  Score: Raw -11269011.575001 + Penalty 3761.901984 = -11265249.673017
  nChanged 41
		SP:Iteration 27Q (89351.010000 sec): 3 clusters
  Score: Raw -11269033.674988 + Penalty 3761.901984 = -11265271.773004
  nChanged 27
		SP:Iteration 28Q (89351.930000 sec): 3 clusters
  Score: Raw -11269051.556930 + Penalty 3761.901984 = -11265289.654946
  nChanged 23
		SP:Iteration 29Q (89352.810000 sec): 3 clusters
  Score: Raw -11269062.258514 + Penalty 3761.901984 = -11265300.356530
  nChanged 13
		SP:Iteration 30Q (89353.670000 sec): 3 clusters
  Score: Raw -11269068.379874 + Penalty 3761.901984 = -11265306.477890
  nChanged 9
		SP:Iteration 31Q (89354.590000 sec): 3 clusters
  Score: Raw -11269072.312685 + Penalty 3761.901984 = -11265310.410700
  nChanged 11
		SP:Iteration 32Q (89355.480000 sec): 3 clusters
  Score: Raw -11269078.007374 + Penalty 3761.901984 = -11265316.105390
  nChanged 4
		SP:Iteration 33Q (89356.340000 sec): 3 clusters
  Score: Raw -11269080.078204 + Penalty 3761.901984 = -11265318.176220
  nChanged 4
		SP:Iteration 34Q (89357.250000 sec): 3 clusters
  Score: Raw -11269082.453782 + Penalty 3761.901984 = -11265320.551797
  nChanged 7
		SP:Iteration 35Q (89358.140000 sec): 3 clusters
  Score: Raw -11269085.806378 + Penalty 3761.901984 = -11265323.904393
  nChanged 2
		SP:Iteration 36Q (89359.000000 sec): 3 clusters
  Score: Raw -11269087.185076 + Penalty 3761.901984 = -11265325.283092
  nChanged 4
		SP:Iteration 37Q (89359.860000 sec): 3 clusters
  Score: Raw -11269089.234664 + Penalty 3761.901984 = -11265327.332680
  nChanged 5
		SP:Iteration 38Q (89360.770000 sec): 3 clusters
  Score: Raw -11269092.027306 + Penalty 3761.901984 = -11265330.125322
  nChanged 3
		SP:Iteration 39Q (89361.660000 sec): 3 clusters
  Score: Raw -11269093.950082 + Penalty 3761.901984 = -11265332.048098
  nChanged 4
		SP:Iteration 40F (89362.590000 sec): 3 clusters
  Score: Raw -11269095.495658 + Penalty 3761.901984 = -11265333.593673
  nChanged 3
		SP:Iteration 41Q (89363.480000 sec): 3 clusters
  Score: Raw -11269097.251232 + Penalty 3761.901984 = -11265335.349248
  nChanged 1
		SP:Iteration 42Q (89364.340000 sec): 3 clusters
  Score: Raw -11269098.099310 + Penalty 3761.901984 = -11265336.197325
  nChanged 0
		SP:Iteration 43F (89365.280000 sec): 3 clusters
  Score: Raw -11269098.099310 + Penalty 3761.901984 = -11265336.197325
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 76 (2236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89365.320000 sec): 2 clusters
  Score: Raw -228284.074902 + Penalty 1253.272123 = -227030.802779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89365.380000 sec): 3 clusters
  Score: Raw -227290.001466 + Penalty 2506.544246 = -224783.457220
  nChanged 830
		SP:Iteration 1F (89365.440000 sec): 3 clusters
  Score: Raw -227795.125408 + Penalty 2506.544246 = -225288.581162
  nChanged 172
		SP:Iteration 2F (89365.490000 sec): 3 clusters
  Score: Raw -227904.147360 + Penalty 2506.544246 = -225397.603114
  nChanged 92
		SP:Iteration 3Q (89365.530000 sec): 3 clusters
  Score: Raw -227961.673720 + Penalty 2506.544246 = -225455.129474
  nChanged 77
		SP:Iteration 4Q (89365.580000 sec): 3 clusters
  Score: Raw -228001.208459 + Penalty 2506.544246 = -225494.664213
  nChanged 48
		SP:Iteration 5Q (89365.620000 sec): 3 clusters
  Score: Raw -228028.169001 + Penalty 2506.544246 = -225521.624755
  nChanged 42
		SP:Iteration 6Q (89365.660000 sec): 3 clusters
  Score: Raw -228051.198541 + Penalty 2506.544246 = -225544.654295
  nChanged 29
		SP:Iteration 7Q (89365.710000 sec): 3 clusters
  Score: Raw -228064.384164 + Penalty 2506.544246 = -225557.839918
  nChanged 30
		SP:Iteration 8Q (89365.760000 sec): 3 clusters
  Score: Raw -228080.070539 + Penalty 2506.544246 = -225573.526293
  nChanged 37
		SP:Iteration 9Q (89365.800000 sec): 3 clusters
  Score: Raw -228099.565313 + Penalty 2506.544246 = -225593.021067
  nChanged 28
		SP:Iteration 10Q (89365.840000 sec): 3 clusters
  Score: Raw -228114.055607 + Penalty 2506.544246 = -225607.511361
  nChanged 31
		SP:Iteration 11Q (89365.890000 sec): 3 clusters
  Score: Raw -228130.828039 + Penalty 2506.544246 = -225624.283793
  nChanged 40
		SP:Iteration 12Q (89365.930000 sec): 3 clusters
  Score: Raw -228152.083715 + Penalty 2506.544246 = -225645.539468
  nChanged 41
		SP:Iteration 13Q (89365.980000 sec): 3 clusters
  Score: Raw -228178.609049 + Penalty 2506.544246 = -225672.064802
  nChanged 38
		SP:Iteration 14Q (89366.020000 sec): 3 clusters
  Score: Raw -228201.713570 + Penalty 2506.544246 = -225695.169323
  nChanged 42
		SP:Iteration 15Q (89366.060000 sec): 3 clusters
  Score: Raw -228228.951245 + Penalty 2506.544246 = -225722.406999
  nChanged 42
		SP:Iteration 16Q (89366.110000 sec): 3 clusters
  Score: Raw -228256.031034 + Penalty 2506.544246 = -225749.486788
  nChanged 36
		SP:Iteration 17Q (89366.150000 sec): 3 clusters
  Score: Raw -228282.057971 + Penalty 2506.544246 = -225775.513725
  nChanged 37
		SP:Iteration 18Q (89366.200000 sec): 3 clusters
  Score: Raw -228313.236225 + Penalty 2506.544246 = -225806.691979
  nChanged 34
		SP:Iteration 19Q (89366.240000 sec): 3 clusters
  Score: Raw -228347.032988 + Penalty 2506.544246 = -225840.488742
  nChanged 35
		SP:Iteration 20F (89366.290000 sec): 3 clusters
  Score: Raw -228377.033780 + Penalty 2506.544246 = -225870.489534
  nChanged 28
		SP:Iteration 21Q (89366.330000 sec): 3 clusters
  Score: Raw -228397.620895 + Penalty 2506.544246 = -225891.076649
  nChanged 18
		SP:Iteration 22Q (89366.380000 sec): 3 clusters
  Score: Raw -228413.831083 + Penalty 2506.544246 = -225907.286837
  nChanged 14
		SP:Iteration 23Q (89366.420000 sec): 3 clusters
  Score: Raw -228424.041949 + Penalty 2506.544246 = -225917.497703
  nChanged 10
		SP:Iteration 24Q (89366.460000 sec): 3 clusters
  Score: Raw -228430.114726 + Penalty 2506.544246 = -225923.570480
  nChanged 8
		SP:Iteration 25Q (89366.510000 sec): 3 clusters
  Score: Raw -228434.797247 + Penalty 2506.544246 = -225928.253001
  nChanged 5
		SP:Iteration 26Q (89366.550000 sec): 3 clusters
  Score: Raw -228438.475742 + Penalty 2506.544246 = -225931.931495
  nChanged 5
		SP:Iteration 27Q (89366.600000 sec): 3 clusters
  Score: Raw -228442.029956 + Penalty 2506.544246 = -225935.485710
  nChanged 5
		SP:Iteration 28Q (89366.640000 sec): 3 clusters
  Score: Raw -228447.259023 + Penalty 2506.544246 = -225940.714777
  nChanged 8
		SP:Iteration 29Q (89366.680000 sec): 3 clusters
  Score: Raw -228454.867338 + Penalty 2506.544246 = -225948.323092
  nChanged 7
		SP:Iteration 30Q (89366.720000 sec): 3 clusters
  Score: Raw -228461.186165 + Penalty 2506.544246 = -225954.641919
  nChanged 6
		SP:Iteration 31Q (89366.770000 sec): 3 clusters
  Score: Raw -228469.741179 + Penalty 2506.544246 = -225963.196933
  nChanged 5
		SP:Iteration 32Q (89366.810000 sec): 3 clusters
  Score: Raw -228473.994248 + Penalty 2506.544246 = -225967.450001
  nChanged 3
		SP:Iteration 33Q (89366.860000 sec): 3 clusters
  Score: Raw -228475.964323 + Penalty 2506.544246 = -225969.420077
  nChanged 4
		SP:Iteration 34Q (89366.900000 sec): 3 clusters
  Score: Raw -228480.258885 + Penalty 2506.544246 = -225973.714639
  nChanged 3
		SP:Iteration 35Q (89366.940000 sec): 3 clusters
  Score: Raw -228482.463849 + Penalty 2506.544246 = -225975.919603
  nChanged 7
		SP:Iteration 36Q (89366.980000 sec): 3 clusters
  Score: Raw -228489.332694 + Penalty 2506.544246 = -225982.788448
  nChanged 10
		SP:Iteration 37Q (89367.030000 sec): 3 clusters
  Score: Raw -228498.681891 + Penalty 2506.544246 = -225992.137645
  nChanged 7
		SP:Iteration 38Q (89367.070000 sec): 3 clusters
  Score: Raw -228506.379204 + Penalty 2506.544246 = -225999.834957
  nChanged 6
		SP:Iteration 39Q (89367.120000 sec): 3 clusters
  Score: Raw -228514.293234 + Penalty 2506.544246 = -226007.748988
  nChanged 7
		SP:Iteration 40F (89367.160000 sec): 3 clusters
  Score: Raw -228517.998710 + Penalty 2506.544246 = -226011.454464
  nChanged 1
		SP:Iteration 41Q (89367.200000 sec): 3 clusters
  Score: Raw -228518.236061 + Penalty 2506.544246 = -226011.691814
  nChanged 0
		SP:Iteration 42F (89367.250000 sec): 3 clusters
  Score: Raw -228518.236061 + Penalty 2506.544246 = -226011.691814
  nChanged 0
Iteration 339Q (89597.000000 sec): 77 clusters
  Score: Raw -107689720.475181 + Penalty 171813.424799 = -107517907.050382
  nChanged 10
Iteration 340F (89915.810000 sec): 77 clusters
  Score: Raw -107689720.781551 + Penalty 171813.424799 = -107517907.356752
  nChanged 12
Iteration 341Q (90145.490000 sec): 77 clusters
  Score: Raw -107689721.283743 + Penalty 171813.424799 = -107517907.858944
  nChanged 9
Iteration 342Q (90375.740000 sec): 77 clusters
  Score: Raw -107689721.595922 + Penalty 171813.424799 = -107517908.171123
  nChanged 9
Iteration 343Q (90605.440000 sec): 77 clusters
  Score: Raw -107689721.926258 + Penalty 171813.424799 = -107517908.501459
  nChanged 1
Iteration 344Q (90835.120000 sec): 77 clusters
  Score: Raw -107689721.947331 + Penalty 171813.424799 = -107517908.522532
  nChanged 0
Iteration 345F (91154.490000 sec): 77 clusters
  Score: Raw -107689721.947331 + Penalty 171813.424799 = -107517908.522532
  nChanged 0
Compute initial score before splitting:   Score: Raw -107689721.947331 + Penalty 171813.424799 = -107517908.522532
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (131218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91155.290000 sec): 2 clusters
  Score: Raw -12585836.920272 + Penalty 1914.999993 = -12583921.920279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91156.500000 sec): 3 clusters
  Score: Raw -12499641.944234 + Penalty 3829.999986 = -12495811.944248
  nChanged 63166
		SP:Iteration 1F (91157.710000 sec): 3 clusters
  Score: Raw -12537675.280040 + Penalty 3829.999986 = -12533845.280054
  nChanged 5556
		SP:Iteration 2Q (91159.000000 sec): 3 clusters
  Score: Raw -12539771.617224 + Penalty 3829.999986 = -12535941.617238
  nChanged 6475
		SP:Iteration 3Q (91160.270000 sec): 3 clusters
  Score: Raw -12542722.801778 + Penalty 3829.999986 = -12538892.801792
  nChanged 7488
		SP:Iteration 4F (91161.470000 sec): 3 clusters
  Score: Raw -12546633.812632 + Penalty 3829.999986 = -12542803.812646
  nChanged 8121
		SP:Iteration 5F (91162.700000 sec): 3 clusters
  Score: Raw -12551439.454854 + Penalty 3829.999986 = -12547609.454868
  nChanged 8496
		SP:Iteration 6F (91163.900000 sec): 3 clusters
  Score: Raw -12557091.131114 + Penalty 3829.999986 = -12553261.131128
  nChanged 8241
		SP:Iteration 7F (91165.080000 sec): 3 clusters
  Score: Raw -12563138.054056 + Penalty 3829.999986 = -12559308.054070
  nChanged 7300
		SP:Iteration 8F (91166.300000 sec): 3 clusters
  Score: Raw -12568865.719027 + Penalty 3829.999986 = -12565035.719041
  nChanged 6091
		SP:Iteration 9Q (91167.540000 sec): 3 clusters
  Score: Raw -12573774.429502 + Penalty 3829.999986 = -12569944.429517
  nChanged 4579
		SP:Iteration 10Q (91168.710000 sec): 3 clusters
  Score: Raw -12577559.592024 + Penalty 3829.999986 = -12573729.592039
  nChanged 3404
		SP:Iteration 11Q (91169.850000 sec): 3 clusters
  Score: Raw -12580299.140709 + Penalty 3829.999986 = -12576469.140723
  nChanged 2456
		SP:Iteration 12Q (91170.970000 sec): 3 clusters
  Score: Raw -12582144.745427 + Penalty 3829.999986 = -12578314.745441
  nChanged 1852
		SP:Iteration 13Q (91172.100000 sec): 3 clusters
  Score: Raw -12583489.079414 + Penalty 3829.999986 = -12579659.079428
  nChanged 1411
		SP:Iteration 14Q (91173.200000 sec): 3 clusters
  Score: Raw -12584450.483207 + Penalty 3829.999986 = -12580620.483221
  nChanged 1015
		SP:Iteration 15Q (91174.270000 sec): 3 clusters
  Score: Raw -12585123.422765 + Penalty 3829.999986 = -12581293.422779
  nChanged 805
		SP:Iteration 16Q (91175.400000 sec): 3 clusters
  Score: Raw -12585651.342860 + Penalty 3829.999986 = -12581821.342874
  nChanged 655
		SP:Iteration 17Q (91176.480000 sec): 3 clusters
  Score: Raw -12586039.503095 + Penalty 3829.999986 = -12582209.503109
  nChanged 518
		SP:Iteration 18Q (91177.550000 sec): 3 clusters
  Score: Raw -12586312.437348 + Penalty 3829.999986 = -12582482.437362
  nChanged 380
		SP:Iteration 19Q (91178.600000 sec): 3 clusters
  Score: Raw -12586476.436204 + Penalty 3829.999986 = -12582646.436218
  nChanged 299
		SP:Iteration 20F (91179.740000 sec): 3 clusters
  Score: Raw -12586600.425304 + Penalty 3829.999986 = -12582770.425318
  nChanged 248
		SP:Iteration 21Q (91180.810000 sec): 3 clusters
  Score: Raw -12586711.866410 + Penalty 3829.999986 = -12582881.866424
  nChanged 240
		SP:Iteration 22Q (91181.890000 sec): 3 clusters
  Score: Raw -12586812.493744 + Penalty 3829.999986 = -12582982.493758
  nChanged 206
		SP:Iteration 23Q (91182.970000 sec): 3 clusters
  Score: Raw -12586895.452760 + Penalty 3829.999986 = -12583065.452774
  nChanged 181
		SP:Iteration 24Q (91184.020000 sec): 3 clusters
  Score: Raw -12586958.188251 + Penalty 3829.999986 = -12583128.188265
  nChanged 176
		SP:Iteration 25Q (91185.070000 sec): 3 clusters
  Score: Raw -12587011.596902 + Penalty 3829.999986 = -12583181.596916
  nChanged 139
		SP:Iteration 26Q (91186.120000 sec): 3 clusters
  Score: Raw -12587052.963527 + Penalty 3829.999986 = -12583222.963541
  nChanged 123
		SP:Iteration 27Q (91187.180000 sec): 3 clusters
  Score: Raw -12587087.795948 + Penalty 3829.999986 = -12583257.795962
  nChanged 129
		SP:Iteration 28Q (91188.250000 sec): 3 clusters
  Score: Raw -12587126.884809 + Penalty 3829.999986 = -12583296.884823
  nChanged 138
		SP:Iteration 29Q (91189.300000 sec): 3 clusters
  Score: Raw -12587172.535790 + Penalty 3829.999986 = -12583342.535804
  nChanged 119
		SP:Iteration 30Q (91190.350000 sec): 3 clusters
  Score: Raw -12587207.136085 + Penalty 3829.999986 = -12583377.136099
  nChanged 125
		SP:Iteration 31Q (91191.410000 sec): 3 clusters
  Score: Raw -12587241.463856 + Penalty 3829.999986 = -12583411.463870
  nChanged 123
		SP:Iteration 32Q (91192.450000 sec): 3 clusters
  Score: Raw -12587278.949584 + Penalty 3829.999986 = -12583448.949598
  nChanged 115
		SP:Iteration 33Q (91193.510000 sec): 3 clusters
  Score: Raw -12587316.288102 + Penalty 3829.999986 = -12583486.288116
  nChanged 141
		SP:Iteration 34Q (91194.560000 sec): 3 clusters
  Score: Raw -12587363.082767 + Penalty 3829.999986 = -12583533.082781
  nChanged 118
		SP:Iteration 35Q (91195.610000 sec): 3 clusters
  Score: Raw -12587399.116473 + Penalty 3829.999986 = -12583569.116487
  nChanged 105
		SP:Iteration 36Q (91196.660000 sec): 3 clusters
  Score: Raw -12587432.525415 + Penalty 3829.999986 = -12583602.525429
  nChanged 91
		SP:Iteration 37Q (91197.720000 sec): 3 clusters
  Score: Raw -12587456.748472 + Penalty 3829.999986 = -12583626.748486
  nChanged 85
		SP:Iteration 38Q (91198.780000 sec): 3 clusters
  Score: Raw -12587479.899615 + Penalty 3829.999986 = -12583649.899629
  nChanged 72
		SP:Iteration 39Q (91199.830000 sec): 3 clusters
  Score: Raw -12587501.861571 + Penalty 3829.999986 = -12583671.861585
  nChanged 60
		SP:Iteration 40F (91200.970000 sec): 3 clusters
  Score: Raw -12587525.238397 + Penalty 3829.999986 = -12583695.238411
  nChanged 65
		SP:Iteration 41Q (91202.070000 sec): 3 clusters
  Score: Raw -12587538.576305 + Penalty 3829.999986 = -12583708.576319
  nChanged 51
		SP:Iteration 42Q (91203.150000 sec): 3 clusters
  Score: Raw -12587548.684789 + Penalty 3829.999986 = -12583718.684803
  nChanged 48
		SP:Iteration 43Q (91204.200000 sec): 3 clusters
  Score: Raw -12587556.930796 + Penalty 3829.999986 = -12583726.930810
  nChanged 39
		SP:Iteration 44Q (91205.260000 sec): 3 clusters
  Score: Raw -12587564.183098 + Penalty 3829.999986 = -12583734.183112
  nChanged 34
		SP:Iteration 45Q (91206.300000 sec): 3 clusters
  Score: Raw -12587570.809569 + Penalty 3829.999986 = -12583740.809583
  nChanged 41
		SP:Iteration 46Q (91207.380000 sec): 3 clusters
  Score: Raw -12587577.193269 + Penalty 3829.999986 = -12583747.193283
  nChanged 43
		SP:Iteration 47Q (91208.430000 sec): 3 clusters
  Score: Raw -12587583.686033 + Penalty 3829.999986 = -12583753.686047
  nChanged 41
		SP:Iteration 48Q (91209.480000 sec): 3 clusters
  Score: Raw -12587590.596560 + Penalty 3829.999986 = -12583760.596574
  nChanged 30
		SP:Iteration 49Q (91210.540000 sec): 3 clusters
  Score: Raw -12587594.463238 + Penalty 3829.999986 = -12583764.463252
  nChanged 26
		SP:Iteration 50Q (91211.590000 sec): 3 clusters
  Score: Raw -12587598.175307 + Penalty 3829.999986 = -12583768.175321
  nChanged 22
		SP:Iteration 51Q (91212.670000 sec): 3 clusters
  Score: Raw -12587601.391864 + Penalty 3829.999986 = -12583771.391878
  nChanged 22
		SP:Iteration 52Q (91213.720000 sec): 3 clusters
  Score: Raw -12587604.657713 + Penalty 3829.999986 = -12583774.657727
  nChanged 22
		SP:Iteration 53Q (91214.770000 sec): 3 clusters
  Score: Raw -12587607.198668 + Penalty 3829.999986 = -12583777.198682
  nChanged 16
		SP:Iteration 54Q (91215.850000 sec): 3 clusters
  Score: Raw -12587609.044860 + Penalty 3829.999986 = -12583779.044874
  nChanged 8
		SP:Iteration 55Q (91216.900000 sec): 3 clusters
  Score: Raw -12587610.243305 + Penalty 3829.999986 = -12583780.243319
  nChanged 13
		SP:Iteration 56Q (91217.950000 sec): 3 clusters
  Score: Raw -12587611.989221 + Penalty 3829.999986 = -12583781.989235
  nChanged 7
		SP:Iteration 57Q (91219.000000 sec): 3 clusters
  Score: Raw -12587613.230962 + Penalty 3829.999986 = -12583783.230976
  nChanged 10
		SP:Iteration 58Q (91220.050000 sec): 3 clusters
  Score: Raw -12587614.125772 + Penalty 3829.999986 = -12583784.125786
  nChanged 8
		SP:Iteration 59Q (91221.100000 sec): 3 clusters
  Score: Raw -12587615.147136 + Penalty 3829.999986 = -12583785.147150
  nChanged 3
		SP:Iteration 60F (91222.240000 sec): 3 clusters
  Score: Raw -12587615.408779 + Penalty 3829.999986 = -12583785.408793
  nChanged 2
		SP:Iteration 61Q (91223.340000 sec): 3 clusters
  Score: Raw -12587615.553736 + Penalty 3829.999986 = -12583785.553750
  nChanged 4
		SP:Iteration 62Q (91224.420000 sec): 3 clusters
  Score: Raw -12587616.235413 + Penalty 3829.999986 = -12583786.235427
  nChanged 3
		SP:Iteration 63Q (91225.470000 sec): 3 clusters
  Score: Raw -12587616.556474 + Penalty 3829.999986 = -12583786.556488
  nChanged 1
		SP:Iteration 64Q (91226.520000 sec): 3 clusters
  Score: Raw -12587616.597181 + Penalty 3829.999986 = -12583786.597195
  nChanged 2
		SP:Iteration 65Q (91227.600000 sec): 3 clusters
  Score: Raw -12587616.802774 + Penalty 3829.999986 = -12583786.802788
  nChanged 1
		SP:Iteration 66Q (91228.650000 sec): 3 clusters
  Score: Raw -12587616.926122 + Penalty 3829.999986 = -12583786.926136
  nChanged 2
		SP:Iteration 67Q (91229.700000 sec): 3 clusters
  Score: Raw -12587617.161001 + Penalty 3829.999986 = -12583787.161015
  nChanged 1
		SP:Iteration 68Q (91230.760000 sec): 3 clusters
  Score: Raw -12587617.225238 + Penalty 3829.999986 = -12583787.225252
  nChanged 0
		SP:Iteration 69F (91231.890000 sec): 3 clusters
  Score: Raw -12587617.225238 + Penalty 3829.999986 = -12583787.225252
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91232.140000 sec): 2 clusters
  Score: Raw -3815676.288647 + Penalty 1706.355109 = -3813969.933538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91232.540000 sec): 3 clusters
  Score: Raw -3793028.713275 + Penalty 3412.710218 = -3789616.003058
  nChanged 16946
		SP:Iteration 1F (91232.940000 sec): 3 clusters
  Score: Raw -3802460.994212 + Penalty 3412.710218 = -3799048.283994
  nChanged 1684
		SP:Iteration 2Q (91233.380000 sec): 3 clusters
  Score: Raw -3803087.126296 + Penalty 3412.710218 = -3799674.416078
  nChanged 1908
		SP:Iteration 3F (91233.820000 sec): 3 clusters
  Score: Raw -3803971.182380 + Penalty 3412.710218 = -3800558.472162
  nChanged 2217
		SP:Iteration 4F (91234.240000 sec): 3 clusters
  Score: Raw -3805235.171376 + Penalty 3412.710218 = -3801822.461158
  nChanged 2585
		SP:Iteration 5F (91234.680000 sec): 3 clusters
  Score: Raw -3807016.275610 + Penalty 3412.710218 = -3803603.565392
  nChanged 2765
		SP:Iteration 6F (91235.100000 sec): 3 clusters
  Score: Raw -3809132.007768 + Penalty 3412.710218 = -3805719.297550
  nChanged 2511
		SP:Iteration 7F (91235.520000 sec): 3 clusters
  Score: Raw -3811139.260865 + Penalty 3412.710218 = -3807726.550647
  nChanged 1997
		SP:Iteration 8F (91235.900000 sec): 3 clusters
  Score: Raw -3812904.511483 + Penalty 3412.710218 = -3809491.801265
  nChanged 1320
		SP:Iteration 9Q (91236.320000 sec): 3 clusters
  Score: Raw -3814249.093055 + Penalty 3412.710218 = -3810836.382838
  nChanged 788
		SP:Iteration 10Q (91236.740000 sec): 3 clusters
  Score: Raw -3815137.823041 + Penalty 3412.710218 = -3811725.112823
  nChanged 469
		SP:Iteration 11Q (91237.140000 sec): 3 clusters
  Score: Raw -3815540.598115 + Penalty 3412.710218 = -3812127.887897
  nChanged 298
		SP:Iteration 12Q (91237.490000 sec): 3 clusters
  Score: Raw -3815742.669416 + Penalty 3412.710218 = -3812329.959198
  nChanged 207
		SP:Iteration 13Q (91237.880000 sec): 3 clusters
  Score: Raw -3815845.852101 + Penalty 3412.710218 = -3812433.141883
  nChanged 140
		SP:Iteration 14Q (91238.230000 sec): 3 clusters
  Score: Raw -3815902.962701 + Penalty 3412.710218 = -3812490.252484
  nChanged 106
		SP:Iteration 15Q (91238.620000 sec): 3 clusters
  Score: Raw -3815944.409376 + Penalty 3412.710218 = -3812531.699158
  nChanged 84
		SP:Iteration 16Q (91238.970000 sec): 3 clusters
  Score: Raw -3815979.877303 + Penalty 3412.710218 = -3812567.167085
  nChanged 73
		SP:Iteration 17Q (91239.360000 sec): 3 clusters
  Score: Raw -3816004.265280 + Penalty 3412.710218 = -3812591.555063
  nChanged 66
		SP:Iteration 18Q (91239.710000 sec): 3 clusters
  Score: Raw -3816028.634881 + Penalty 3412.710218 = -3812615.924663
  nChanged 61
		SP:Iteration 19Q (91240.090000 sec): 3 clusters
  Score: Raw -3816047.609633 + Penalty 3412.710218 = -3812634.899416
  nChanged 48
		SP:Iteration 20F (91240.490000 sec): 3 clusters
  Score: Raw -3816060.491695 + Penalty 3412.710218 = -3812647.781477
  nChanged 47
		SP:Iteration 21Q (91240.890000 sec): 3 clusters
  Score: Raw -3816077.942677 + Penalty 3412.710218 = -3812665.232459
  nChanged 35
		SP:Iteration 22Q (91241.230000 sec): 3 clusters
  Score: Raw -3816088.534979 + Penalty 3412.710218 = -3812675.824761
  nChanged 33
		SP:Iteration 23Q (91241.630000 sec): 3 clusters
  Score: Raw -3816094.760795 + Penalty 3412.710218 = -3812682.050577
  nChanged 21
		SP:Iteration 24Q (91241.980000 sec): 3 clusters
  Score: Raw -3816099.407711 + Penalty 3412.710218 = -3812686.697493
  nChanged 19
		SP:Iteration 25Q (91242.370000 sec): 3 clusters
  Score: Raw -3816102.923494 + Penalty 3412.710218 = -3812690.213276
  nChanged 18
		SP:Iteration 26Q (91242.710000 sec): 3 clusters
  Score: Raw -3816106.475393 + Penalty 3412.710218 = -3812693.765175
  nChanged 20
		SP:Iteration 27Q (91243.110000 sec): 3 clusters
  Score: Raw -3816110.124083 + Penalty 3412.710218 = -3812697.413865
  nChanged 18
		SP:Iteration 28Q (91243.450000 sec): 3 clusters
  Score: Raw -3816114.789172 + Penalty 3412.710218 = -3812702.078954
  nChanged 21
		SP:Iteration 29Q (91243.840000 sec): 3 clusters
  Score: Raw -3816119.224423 + Penalty 3412.710218 = -3812706.514206
  nChanged 17
		SP:Iteration 30Q (91244.190000 sec): 3 clusters
  Score: Raw -3816123.627473 + Penalty 3412.710218 = -3812710.917255
  nChanged 19
		SP:Iteration 31Q (91244.580000 sec): 3 clusters
  Score: Raw -3816127.281903 + Penalty 3412.710218 = -3812714.571686
  nChanged 12
		SP:Iteration 32Q (91244.950000 sec): 3 clusters
  Score: Raw -3816129.127072 + Penalty 3412.710218 = -3812716.416855
  nChanged 14
		SP:Iteration 33Q (91245.350000 sec): 3 clusters
  Score: Raw -3816131.955915 + Penalty 3412.710218 = -3812719.245697
  nChanged 10
		SP:Iteration 34Q (91245.700000 sec): 3 clusters
  Score: Raw -3816134.450730 + Penalty 3412.710218 = -3812721.740512
  nChanged 9
		SP:Iteration 35Q (91246.090000 sec): 3 clusters
  Score: Raw -3816136.119914 + Penalty 3412.710218 = -3812723.409697
  nChanged 10
		SP:Iteration 36Q (91246.440000 sec): 3 clusters
  Score: Raw -3816138.014392 + Penalty 3412.710218 = -3812725.304174
  nChanged 11
		SP:Iteration 37Q (91246.780000 sec): 3 clusters
  Score: Raw -3816140.273262 + Penalty 3412.710218 = -3812727.563045
  nChanged 14
		SP:Iteration 38Q (91247.180000 sec): 3 clusters
  Score: Raw -3816143.083074 + Penalty 3412.710218 = -3812730.372856
  nChanged 12
		SP:Iteration 39Q (91247.520000 sec): 3 clusters
  Score: Raw -3816145.879762 + Penalty 3412.710218 = -3812733.169544
  nChanged 8
		SP:Iteration 40F (91247.950000 sec): 3 clusters
  Score: Raw -3816147.231991 + Penalty 3412.710218 = -3812734.521773
  nChanged 6
		SP:Iteration 41Q (91248.340000 sec): 3 clusters
  Score: Raw -3816148.357295 + Penalty 3412.710218 = -3812735.647077
  nChanged 4
		SP:Iteration 42Q (91248.690000 sec): 3 clusters
  Score: Raw -3816149.428773 + Penalty 3412.710218 = -3812736.718555
  nChanged 3
		SP:Iteration 43Q (91249.080000 sec): 3 clusters
  Score: Raw -3816150.220315 + Penalty 3412.710218 = -3812737.510097
  nChanged 2
		SP:Iteration 44Q (91249.420000 sec): 3 clusters
  Score: Raw -3816150.533509 + Penalty 3412.710218 = -3812737.823291
  nChanged 6
		SP:Iteration 45Q (91249.770000 sec): 3 clusters
  Score: Raw -3816151.530969 + Penalty 3412.710218 = -3812738.820752
  nChanged 7
		SP:Iteration 46Q (91250.160000 sec): 3 clusters
  Score: Raw -3816153.064120 + Penalty 3412.710218 = -3812740.353903
  nChanged 4
		SP:Iteration 47Q (91250.510000 sec): 3 clusters
  Score: Raw -3816154.310620 + Penalty 3412.710218 = -3812741.600402
  nChanged 4
		SP:Iteration 48Q (91250.900000 sec): 3 clusters
  Score: Raw -3816154.801769 + Penalty 3412.710218 = -3812742.091552
  nChanged 1
		SP:Iteration 49Q (91251.250000 sec): 3 clusters
  Score: Raw -3816154.972325 + Penalty 3412.710218 = -3812742.262108
  nChanged 0
		SP:Iteration 50F (91251.680000 sec): 3 clusters
  Score: Raw -3816154.972325 + Penalty 3412.710218 = -3812742.262108
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91251.820000 sec): 2 clusters
  Score: Raw -1427583.938720 + Penalty 1544.372464 = -1426039.566256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91252.030000 sec): 3 clusters
  Score: Raw -1419770.454095 + Penalty 3088.744927 = -1416681.709168
  nChanged 5908
		SP:Iteration 1F (91252.230000 sec): 3 clusters
  Score: Raw -1423031.166426 + Penalty 3088.744927 = -1419942.421499
  nChanged 765
		SP:Iteration 2F (91252.460000 sec): 3 clusters
  Score: Raw -1423336.995003 + Penalty 3088.744927 = -1420248.250076
  nChanged 682
		SP:Iteration 3F (91252.640000 sec): 3 clusters
  Score: Raw -1423614.212478 + Penalty 3088.744927 = -1420525.467551
  nChanged 642
		SP:Iteration 4Q (91252.840000 sec): 3 clusters
  Score: Raw -1423890.503360 + Penalty 3088.744927 = -1420801.758433
  nChanged 610
		SP:Iteration 5Q (91253.050000 sec): 3 clusters
  Score: Raw -1424186.091610 + Penalty 3088.744927 = -1421097.346683
  nChanged 639
		SP:Iteration 6Q (91253.260000 sec): 3 clusters
  Score: Raw -1424547.122573 + Penalty 3088.744927 = -1421458.377646
  nChanged 676
		SP:Iteration 7F (91253.450000 sec): 3 clusters
  Score: Raw -1425001.375086 + Penalty 3088.744927 = -1421912.630159
  nChanged 738
		SP:Iteration 8F (91253.660000 sec): 3 clusters
  Score: Raw -1425567.049166 + Penalty 3088.744927 = -1422478.304239
  nChanged 702
		SP:Iteration 9F (91253.840000 sec): 3 clusters
  Score: Raw -1426210.747287 + Penalty 3088.744927 = -1423122.002359
  nChanged 602
		SP:Iteration 10Q (91254.040000 sec): 3 clusters
  Score: Raw -1426759.971533 + Penalty 3088.744927 = -1423671.226606
  nChanged 441
		SP:Iteration 11Q (91254.240000 sec): 3 clusters
  Score: Raw -1427151.041805 + Penalty 3088.744927 = -1424062.296878
  nChanged 312
		SP:Iteration 12Q (91254.440000 sec): 3 clusters
  Score: Raw -1427428.028989 + Penalty 3088.744927 = -1424339.284062
  nChanged 227
		SP:Iteration 13Q (91254.620000 sec): 3 clusters
  Score: Raw -1427640.797100 + Penalty 3088.744927 = -1424552.052173
  nChanged 162
		SP:Iteration 14Q (91254.830000 sec): 3 clusters
  Score: Raw -1427770.750791 + Penalty 3088.744927 = -1424682.005864
  nChanged 126
		SP:Iteration 15Q (91255.030000 sec): 3 clusters
  Score: Raw -1427864.525295 + Penalty 3088.744927 = -1424775.780368
  nChanged 87
		SP:Iteration 16Q (91255.220000 sec): 3 clusters
  Score: Raw -1427923.088940 + Penalty 3088.744927 = -1424834.344013
  nChanged 72
		SP:Iteration 17Q (91255.400000 sec): 3 clusters
  Score: Raw -1427965.629243 + Penalty 3088.744927 = -1424876.884315
  nChanged 67
		SP:Iteration 18Q (91255.600000 sec): 3 clusters
  Score: Raw -1427992.047947 + Penalty 3088.744927 = -1424903.303020
  nChanged 55
		SP:Iteration 19Q (91255.820000 sec): 3 clusters
  Score: Raw -1428010.884200 + Penalty 3088.744927 = -1424922.139273
  nChanged 43
		SP:Iteration 20F (91256.050000 sec): 3 clusters
  Score: Raw -1428024.652558 + Penalty 3088.744927 = -1424935.907631
  nChanged 29
		SP:Iteration 21Q (91256.220000 sec): 3 clusters
  Score: Raw -1428030.864909 + Penalty 3088.744927 = -1424942.119982
  nChanged 9
		SP:Iteration 22Q (91256.400000 sec): 3 clusters
  Score: Raw -1428032.560126 + Penalty 3088.744927 = -1424943.815199
  nChanged 6
		SP:Iteration 23Q (91256.580000 sec): 3 clusters
  Score: Raw -1428033.408471 + Penalty 3088.744927 = -1424944.663544
  nChanged 6
		SP:Iteration 24Q (91256.790000 sec): 3 clusters
  Score: Raw -1428034.273285 + Penalty 3088.744927 = -1424945.528358
  nChanged 3
		SP:Iteration 25Q (91257.000000 sec): 3 clusters
  Score: Raw -1428034.843213 + Penalty 3088.744927 = -1424946.098286
  nChanged 2
		SP:Iteration 26Q (91257.170000 sec): 3 clusters
  Score: Raw -1428035.028115 + Penalty 3088.744927 = -1424946.283188
  nChanged 0
		SP:Iteration 27F (91257.370000 sec): 3 clusters
  Score: Raw -1428035.028115 + Penalty 3088.744927 = -1424946.283188
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (113770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91258.130000 sec): 2 clusters
  Score: Raw -11881801.045706 + Penalty 1891.814299 = -11879909.231407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91259.310000 sec): 3 clusters
  Score: Raw -11807134.504407 + Penalty 3783.628597 = -11803350.875809
  nChanged 54737
		SP:Iteration 1F (91260.440000 sec): 3 clusters
  Score: Raw -11839499.108640 + Penalty 3783.628597 = -11835715.480042
  nChanged 4214
		SP:Iteration 2Q (91261.620000 sec): 3 clusters
  Score: Raw -11840834.231461 + Penalty 3783.628597 = -11837050.602864
  nChanged 4666
		SP:Iteration 3Q (91262.790000 sec): 3 clusters
  Score: Raw -11842500.463901 + Penalty 3783.628597 = -11838716.835304
  nChanged 5132
		SP:Iteration 4Q (91263.970000 sec): 3 clusters
  Score: Raw -11844621.218220 + Penalty 3783.628597 = -11840837.589622
  nChanged 5669
		SP:Iteration 5Q (91265.190000 sec): 3 clusters
  Score: Raw -11847380.732919 + Penalty 3783.628597 = -11843597.104322
  nChanged 6598
		SP:Iteration 6F (91266.350000 sec): 3 clusters
  Score: Raw -11851151.646466 + Penalty 3783.628597 = -11847368.017869
  nChanged 7290
		SP:Iteration 7F (91267.500000 sec): 3 clusters
  Score: Raw -11856023.227335 + Penalty 3783.628597 = -11852239.598738
  nChanged 7956
		SP:Iteration 8F (91268.650000 sec): 3 clusters
  Score: Raw -11862090.909245 + Penalty 3783.628597 = -11858307.280648
  nChanged 7855
		SP:Iteration 9F (91269.830000 sec): 3 clusters
  Score: Raw -11868615.718147 + Penalty 3783.628597 = -11864832.089549
  nChanged 6587
		SP:Iteration 10F (91271.010000 sec): 3 clusters
  Score: Raw -11874253.656811 + Penalty 3783.628597 = -11870470.028213
  nChanged 4514
		SP:Iteration 11Q (91272.140000 sec): 3 clusters
  Score: Raw -11878052.705884 + Penalty 3783.628597 = -11874269.077287
  nChanged 2595
		SP:Iteration 12Q (91273.170000 sec): 3 clusters
  Score: Raw -11880157.495693 + Penalty 3783.628597 = -11876373.867096
  nChanged 1326
		SP:Iteration 13Q (91274.210000 sec): 3 clusters
  Score: Raw -11881195.842293 + Penalty 3783.628597 = -11877412.213696
  nChanged 627
		SP:Iteration 14Q (91275.230000 sec): 3 clusters
  Score: Raw -11881659.833648 + Penalty 3783.628597 = -11877876.205051
  nChanged 309
		SP:Iteration 15Q (91276.210000 sec): 3 clusters
  Score: Raw -11881858.648000 + Penalty 3783.628597 = -11878075.019403
  nChanged 156
		SP:Iteration 16Q (91277.230000 sec): 3 clusters
  Score: Raw -11881966.614295 + Penalty 3783.628597 = -11878182.985698
  nChanged 92
		SP:Iteration 17Q (91278.210000 sec): 3 clusters
  Score: Raw -11882026.983393 + Penalty 3783.628597 = -11878243.354796
  nChanged 75
		SP:Iteration 18Q (91279.230000 sec): 3 clusters
  Score: Raw -11882084.244023 + Penalty 3783.628597 = -11878300.615425
  nChanged 50
		SP:Iteration 19Q (91280.250000 sec): 3 clusters
  Score: Raw -11882115.168003 + Penalty 3783.628597 = -11878331.539406
  nChanged 33
		SP:Iteration 20F (91281.360000 sec): 3 clusters
  Score: Raw -11882136.706640 + Penalty 3783.628597 = -11878353.078043
  nChanged 34
		SP:Iteration 21Q (91282.380000 sec): 3 clusters
  Score: Raw -11882157.402408 + Penalty 3783.628597 = -11878373.773810
  nChanged 28
		SP:Iteration 22Q (91283.350000 sec): 3 clusters
  Score: Raw -11882173.261345 + Penalty 3783.628597 = -11878389.632748
  nChanged 22
		SP:Iteration 23Q (91284.370000 sec): 3 clusters
  Score: Raw -11882186.364061 + Penalty 3783.628597 = -11878402.735463
  nChanged 13
		SP:Iteration 24Q (91285.340000 sec): 3 clusters
  Score: Raw -11882194.563301 + Penalty 3783.628597 = -11878410.934704
  nChanged 14
		SP:Iteration 25Q (91286.370000 sec): 3 clusters
  Score: Raw -11882202.922707 + Penalty 3783.628597 = -11878419.294110
  nChanged 12
		SP:Iteration 26Q (91287.340000 sec): 3 clusters
  Score: Raw -11882209.517973 + Penalty 3783.628597 = -11878425.889376
  nChanged 9
		SP:Iteration 27Q (91288.360000 sec): 3 clusters
  Score: Raw -11882212.872675 + Penalty 3783.628597 = -11878429.244078
  nChanged 7
		SP:Iteration 28Q (91289.380000 sec): 3 clusters
  Score: Raw -11882217.090024 + Penalty 3783.628597 = -11878433.461426
  nChanged 7
		SP:Iteration 29Q (91290.350000 sec): 3 clusters
  Score: Raw -11882221.035711 + Penalty 3783.628597 = -11878437.407113
  nChanged 9
		SP:Iteration 30Q (91291.370000 sec): 3 clusters
  Score: Raw -11882226.994865 + Penalty 3783.628597 = -11878443.366268
  nChanged 7
		SP:Iteration 31Q (91292.350000 sec): 3 clusters
  Score: Raw -11882232.273848 + Penalty 3783.628597 = -11878448.645251
  nChanged 12
		SP:Iteration 32Q (91293.370000 sec): 3 clusters
  Score: Raw -11882238.151473 + Penalty 3783.628597 = -11878454.522875
  nChanged 13
		SP:Iteration 33Q (91294.340000 sec): 3 clusters
  Score: Raw -11882247.446081 + Penalty 3783.628597 = -11878463.817484
  nChanged 12
		SP:Iteration 34Q (91295.370000 sec): 3 clusters
  Score: Raw -11882254.505292 + Penalty 3783.628597 = -11878470.876695
  nChanged 8
		SP:Iteration 35Q (91296.340000 sec): 3 clusters
  Score: Raw -11882259.374379 + Penalty 3783.628597 = -11878475.745781
  nChanged 12
		SP:Iteration 36Q (91297.360000 sec): 3 clusters
  Score: Raw -11882266.589090 + Penalty 3783.628597 = -11878482.960493
  nChanged 7
		SP:Iteration 37Q (91298.340000 sec): 3 clusters
  Score: Raw -11882271.070579 + Penalty 3783.628597 = -11878487.441981
  nChanged 5
		SP:Iteration 38Q (91299.360000 sec): 3 clusters
  Score: Raw -11882273.966593 + Penalty 3783.628597 = -11878490.337996
  nChanged 3
		SP:Iteration 39Q (91300.380000 sec): 3 clusters
  Score: Raw -11882276.111973 + Penalty 3783.628597 = -11878492.483376
  nChanged 3
		SP:Iteration 40F (91301.480000 sec): 3 clusters
  Score: Raw -11882277.902205 + Penalty 3783.628597 = -11878494.273607
  nChanged 2
		SP:Iteration 41Q (91302.500000 sec): 3 clusters
  Score: Raw -11882279.060855 + Penalty 3783.628597 = -11878495.432258
  nChanged 2
		SP:Iteration 42Q (91303.480000 sec): 3 clusters
  Score: Raw -11882280.189648 + Penalty 3783.628597 = -11878496.561051
  nChanged 2
		SP:Iteration 43Q (91304.490000 sec): 3 clusters
  Score: Raw -11882281.219997 + Penalty 3783.628597 = -11878497.591400
  nChanged 2
		SP:Iteration 44Q (91305.470000 sec): 3 clusters
  Score: Raw -11882281.932851 + Penalty 3783.628597 = -11878498.304253
  nChanged 0
		SP:Iteration 45F (91306.620000 sec): 3 clusters
  Score: Raw -11882281.932851 + Penalty 3783.628597 = -11878498.304253
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (8920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91306.710000 sec): 2 clusters
  Score: Raw -962799.333086 + Penalty 1478.108324 = -961321.224761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91306.860000 sec): 3 clusters
  Score: Raw -957725.291693 + Penalty 2956.216648 = -954769.075045
  nChanged 3846
		SP:Iteration 1F (91306.990000 sec): 3 clusters
  Score: Raw -959832.223961 + Penalty 2956.216648 = -956876.007313
  nChanged 515
		SP:Iteration 2F (91307.130000 sec): 3 clusters
  Score: Raw -960048.781180 + Penalty 2956.216648 = -957092.564531
  nChanged 440
		SP:Iteration 3Q (91307.280000 sec): 3 clusters
  Score: Raw -960221.852588 + Penalty 2956.216648 = -957265.635939
  nChanged 366
		SP:Iteration 4Q (91307.420000 sec): 3 clusters
  Score: Raw -960348.251801 + Penalty 2956.216648 = -957392.035153
  nChanged 284
		SP:Iteration 5Q (91307.560000 sec): 3 clusters
  Score: Raw -960451.676422 + Penalty 2956.216648 = -957495.459774
  nChanged 272
		SP:Iteration 6Q (91307.710000 sec): 3 clusters
  Score: Raw -960554.951819 + Penalty 2956.216648 = -957598.735170
  nChanged 272
		SP:Iteration 7Q (91307.850000 sec): 3 clusters
  Score: Raw -960647.446964 + Penalty 2956.216648 = -957691.230316
  nChanged 241
		SP:Iteration 8Q (91308.000000 sec): 3 clusters
  Score: Raw -960733.039366 + Penalty 2956.216648 = -957776.822718
  nChanged 221
		SP:Iteration 9Q (91308.140000 sec): 3 clusters
  Score: Raw -960816.143852 + Penalty 2956.216648 = -957859.927204
  nChanged 203
		SP:Iteration 10Q (91308.290000 sec): 3 clusters
  Score: Raw -960893.515098 + Penalty 2956.216648 = -957937.298449
  nChanged 206
		SP:Iteration 11Q (91308.430000 sec): 3 clusters
  Score: Raw -960966.268181 + Penalty 2956.216648 = -958010.051532
  nChanged 214
		SP:Iteration 12Q (91308.580000 sec): 3 clusters
  Score: Raw -961046.539122 + Penalty 2956.216648 = -958090.322474
  nChanged 227
		SP:Iteration 13Q (91308.730000 sec): 3 clusters
  Score: Raw -961135.944049 + Penalty 2956.216648 = -958179.727401
  nChanged 239
		SP:Iteration 14Q (91308.870000 sec): 3 clusters
  Score: Raw -961244.635272 + Penalty 2956.216648 = -958288.418623
  nChanged 255
		SP:Iteration 15Q (91309.010000 sec): 3 clusters
  Score: Raw -961376.726582 + Penalty 2956.216648 = -958420.509933
  nChanged 266
		SP:Iteration 16Q (91309.160000 sec): 3 clusters
  Score: Raw -961525.039458 + Penalty 2956.216648 = -958568.822810
  nChanged 269
		SP:Iteration 17Q (91309.300000 sec): 3 clusters
  Score: Raw -961661.629809 + Penalty 2956.216648 = -958705.413161
  nChanged 247
		SP:Iteration 18Q (91309.440000 sec): 3 clusters
  Score: Raw -961800.414115 + Penalty 2956.216648 = -958844.197466
  nChanged 247
		SP:Iteration 19Q (91309.570000 sec): 3 clusters
  Score: Raw -961948.596572 + Penalty 2956.216648 = -958992.379924
  nChanged 218
		SP:Iteration 20F (91309.710000 sec): 3 clusters
  Score: Raw -962069.264383 + Penalty 2956.216648 = -959113.047735
  nChanged 203
		SP:Iteration 21Q (91309.850000 sec): 3 clusters
  Score: Raw -962180.928046 + Penalty 2956.216648 = -959224.711397
  nChanged 193
		SP:Iteration 22Q (91309.990000 sec): 3 clusters
  Score: Raw -962292.590631 + Penalty 2956.216648 = -959336.373982
  nChanged 159
		SP:Iteration 23Q (91310.130000 sec): 3 clusters
  Score: Raw -962388.008263 + Penalty 2956.216648 = -959431.791614
  nChanged 132
		SP:Iteration 24Q (91310.260000 sec): 3 clusters
  Score: Raw -962474.291426 + Penalty 2956.216648 = -959518.074778
  nChanged 129
		SP:Iteration 25Q (91310.390000 sec): 3 clusters
  Score: Raw -962560.319929 + Penalty 2956.216648 = -959604.103280
  nChanged 108
		SP:Iteration 26Q (91310.530000 sec): 3 clusters
  Score: Raw -962630.324837 + Penalty 2956.216648 = -959674.108189
  nChanged 97
		SP:Iteration 27Q (91310.660000 sec): 3 clusters
  Score: Raw -962689.183366 + Penalty 2956.216648 = -959732.966718
  nChanged 84
		SP:Iteration 28Q (91310.800000 sec): 3 clusters
  Score: Raw -962744.804397 + Penalty 2956.216648 = -959788.587748
  nChanged 69
		SP:Iteration 29Q (91310.930000 sec): 3 clusters
  Score: Raw -962793.666241 + Penalty 2956.216648 = -959837.449593
  nChanged 56
		SP:Iteration 30Q (91311.070000 sec): 3 clusters
  Score: Raw -962832.651188 + Penalty 2956.216648 = -959876.434540
  nChanged 36
		SP:Iteration 31Q (91311.190000 sec): 3 clusters
  Score: Raw -962859.371180 + Penalty 2956.216648 = -959903.154532
  nChanged 31
		SP:Iteration 32Q (91311.320000 sec): 3 clusters
  Score: Raw -962884.579304 + Penalty 2956.216648 = -959928.362656
  nChanged 26
		SP:Iteration 33Q (91311.460000 sec): 3 clusters
  Score: Raw -962907.011561 + Penalty 2956.216648 = -959950.794913
  nChanged 16
		SP:Iteration 34Q (91311.590000 sec): 3 clusters
  Score: Raw -962919.494139 + Penalty 2956.216648 = -959963.277491
  nChanged 12
		SP:Iteration 35Q (91311.730000 sec): 3 clusters
  Score: Raw -962930.286541 + Penalty 2956.216648 = -959974.069892
  nChanged 17
		SP:Iteration 36Q (91311.860000 sec): 3 clusters
  Score: Raw -962946.691119 + Penalty 2956.216648 = -959990.474471
  nChanged 10
		SP:Iteration 37Q (91312.000000 sec): 3 clusters
  Score: Raw -962959.262716 + Penalty 2956.216648 = -960003.046067
  nChanged 16
		SP:Iteration 38Q (91312.130000 sec): 3 clusters
  Score: Raw -962978.560256 + Penalty 2956.216648 = -960022.343608
  nChanged 15
		SP:Iteration 39Q (91312.250000 sec): 3 clusters
  Score: Raw -962993.417754 + Penalty 2956.216648 = -960037.201106
  nChanged 12
		SP:Iteration 40F (91312.410000 sec): 3 clusters
  Score: Raw -963004.573817 + Penalty 2956.216648 = -960048.357168
  nChanged 10
		SP:Iteration 41Q (91312.560000 sec): 3 clusters
  Score: Raw -963014.174788 + Penalty 2956.216648 = -960057.958140
  nChanged 6
		SP:Iteration 42Q (91312.710000 sec): 3 clusters
  Score: Raw -963022.216616 + Penalty 2956.216648 = -960065.999967
  nChanged 5
		SP:Iteration 43Q (91312.850000 sec): 3 clusters
  Score: Raw -963025.753798 + Penalty 2956.216648 = -960069.537150
  nChanged 1
		SP:Iteration 44Q (91312.970000 sec): 3 clusters
  Score: Raw -963026.154343 + Penalty 2956.216648 = -960069.937695
  nChanged 2
		SP:Iteration 45Q (91313.090000 sec): 3 clusters
  Score: Raw -963028.208588 + Penalty 2956.216648 = -960071.991940
  nChanged 3
		SP:Iteration 46Q (91313.230000 sec): 3 clusters
  Score: Raw -963030.263391 + Penalty 2956.216648 = -960074.046743
  nChanged 2
		SP:Iteration 47Q (91313.360000 sec): 3 clusters
  Score: Raw -963031.951655 + Penalty 2956.216648 = -960075.735007
  nChanged 0
		SP:Iteration 48F (91313.500000 sec): 3 clusters
  Score: Raw -963031.951655 + Penalty 2956.216648 = -960075.735007
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91313.570000 sec): 2 clusters
  Score: Raw -159635.143555 + Penalty 1219.374121 = -158415.769433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91313.610000 sec): 3 clusters
  Score: Raw -158871.863066 + Penalty 2438.748243 = -156433.114824
  nChanged 632
		SP:Iteration 1F (91313.650000 sec): 3 clusters
  Score: Raw -159335.082561 + Penalty 2438.748243 = -156896.334318
  nChanged 163
		SP:Iteration 2F (91313.690000 sec): 3 clusters
  Score: Raw -159499.696246 + Penalty 2438.748243 = -157060.948004
  nChanged 106
		SP:Iteration 3F (91313.730000 sec): 3 clusters
  Score: Raw -159618.727192 + Penalty 2438.748243 = -157179.978950
  nChanged 102
		SP:Iteration 4F (91313.760000 sec): 3 clusters
  Score: Raw -159730.966683 + Penalty 2438.748243 = -157292.218440
  nChanged 72
		SP:Iteration 5Q (91313.790000 sec): 3 clusters
  Score: Raw -159820.491843 + Penalty 2438.748243 = -157381.743600
  nChanged 76
		SP:Iteration 6Q (91313.830000 sec): 3 clusters
  Score: Raw -159904.445572 + Penalty 2438.748243 = -157465.697330
  nChanged 61
		SP:Iteration 7Q (91313.870000 sec): 3 clusters
  Score: Raw -160010.819649 + Penalty 2438.748243 = -157572.071406
  nChanged 69
		SP:Iteration 8Q (91313.900000 sec): 3 clusters
  Score: Raw -160099.065610 + Penalty 2438.748243 = -157660.317367
  nChanged 52
		SP:Iteration 9Q (91313.930000 sec): 3 clusters
  Score: Raw -160157.658457 + Penalty 2438.748243 = -157718.910214
  nChanged 44
		SP:Iteration 10Q (91313.970000 sec): 3 clusters
  Score: Raw -160201.183515 + Penalty 2438.748243 = -157762.435272
  nChanged 45
		SP:Iteration 11Q (91314.010000 sec): 3 clusters
  Score: Raw -160249.149624 + Penalty 2438.748243 = -157810.401382
  nChanged 36
		SP:Iteration 12Q (91314.040000 sec): 3 clusters
  Score: Raw -160280.183933 + Penalty 2438.748243 = -157841.435690
  nChanged 31
		SP:Iteration 13Q (91314.070000 sec): 3 clusters
  Score: Raw -160308.965535 + Penalty 2438.748243 = -157870.217292
  nChanged 27
		SP:Iteration 14Q (91314.110000 sec): 3 clusters
  Score: Raw -160334.957091 + Penalty 2438.748243 = -157896.208848
  nChanged 29
		SP:Iteration 15Q (91314.140000 sec): 3 clusters
  Score: Raw -160357.540927 + Penalty 2438.748243 = -157918.792685
  nChanged 26
		SP:Iteration 16Q (91314.170000 sec): 3 clusters
  Score: Raw -160381.159897 + Penalty 2438.748243 = -157942.411654
  nChanged 26
		SP:Iteration 17Q (91314.210000 sec): 3 clusters
  Score: Raw -160408.877893 + Penalty 2438.748243 = -157970.129651
  nChanged 21
		SP:Iteration 18Q (91314.240000 sec): 3 clusters
  Score: Raw -160427.831419 + Penalty 2438.748243 = -157989.083176
  nChanged 27
		SP:Iteration 19Q (91314.280000 sec): 3 clusters
  Score: Raw -160450.740165 + Penalty 2438.748243 = -158011.991922
  nChanged 23
		SP:Iteration 20F (91314.310000 sec): 3 clusters
  Score: Raw -160498.000775 + Penalty 2438.748243 = -158059.252532
  nChanged 33
		SP:Iteration 21Q (91314.350000 sec): 3 clusters
  Score: Raw -160545.894189 + Penalty 2438.748243 = -158107.145946
  nChanged 32
		SP:Iteration 22Q (91314.380000 sec): 3 clusters
  Score: Raw -160575.753819 + Penalty 2438.748243 = -158137.005576
  nChanged 13
		SP:Iteration 23Q (91314.410000 sec): 3 clusters
  Score: Raw -160586.347071 + Penalty 2438.748243 = -158147.598828
  nChanged 8
		SP:Iteration 24Q (91314.450000 sec): 3 clusters
  Score: Raw -160589.489270 + Penalty 2438.748243 = -158150.741028
  nChanged 3
		SP:Iteration 25Q (91314.480000 sec): 3 clusters
  Score: Raw -160593.550321 + Penalty 2438.748243 = -158154.802078
  nChanged 3
		SP:Iteration 26Q (91314.510000 sec): 3 clusters
  Score: Raw -160595.446075 + Penalty 2438.748243 = -158156.697832
  nChanged 1
		SP:Iteration 27Q (91314.550000 sec): 3 clusters
  Score: Raw -160596.059907 + Penalty 2438.748243 = -158157.311664
  nChanged 2
		SP:Iteration 28Q (91314.580000 sec): 3 clusters
  Score: Raw -160596.727795 + Penalty 2438.748243 = -158157.979552
  nChanged 1
		SP:Iteration 29Q (91314.610000 sec): 3 clusters
  Score: Raw -160597.286443 + Penalty 2438.748243 = -158158.538200
  nChanged 1
		SP:Iteration 30Q (91314.650000 sec): 3 clusters
  Score: Raw -160597.665404 + Penalty 2438.748243 = -158158.917161
  nChanged 1
		SP:Iteration 31Q (91314.680000 sec): 3 clusters
  Score: Raw -160597.929174 + Penalty 2438.748243 = -158159.180931
  nChanged 1
		SP:Iteration 32Q (91314.720000 sec): 3 clusters
  Score: Raw -160598.454386 + Penalty 2438.748243 = -158159.706143
  nChanged 1
		SP:Iteration 33Q (91314.750000 sec): 3 clusters
  Score: Raw -160598.896912 + Penalty 2438.748243 = -158160.148669
  nChanged 1
		SP:Iteration 34Q (91314.790000 sec): 3 clusters
  Score: Raw -160599.431650 + Penalty 2438.748243 = -158160.683407
  nChanged 0
		SP:Iteration 35F (91314.820000 sec): 3 clusters
  Score: Raw -160599.431650 + Penalty 2438.748243 = -158160.683407
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (3730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91314.890000 sec): 2 clusters
  Score: Raw -369698.987532 + Penalty 1336.426571 = -368362.560961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91314.970000 sec): 3 clusters
  Score: Raw -367852.627006 + Penalty 2672.853142 = -365179.773864
  nChanged 1445
		SP:Iteration 1F (91315.050000 sec): 3 clusters
  Score: Raw -368707.149644 + Penalty 2672.853142 = -366034.296502
  nChanged 274
		SP:Iteration 2F (91315.120000 sec): 3 clusters
  Score: Raw -368872.529259 + Penalty 2672.853142 = -366199.676118
  nChanged 194
		SP:Iteration 3F (91315.190000 sec): 3 clusters
  Score: Raw -368977.473054 + Penalty 2672.853142 = -366304.619912
  nChanged 151
		SP:Iteration 4Q (91315.260000 sec): 3 clusters
  Score: Raw -369060.191550 + Penalty 2672.853142 = -366387.338409
  nChanged 104
		SP:Iteration 5Q (91315.330000 sec): 3 clusters
  Score: Raw -369112.664294 + Penalty 2672.853142 = -366439.811152
  nChanged 101
		SP:Iteration 6Q (91315.400000 sec): 3 clusters
  Score: Raw -369165.459509 + Penalty 2672.853142 = -366492.606368
  nChanged 109
		SP:Iteration 7Q (91315.470000 sec): 3 clusters
  Score: Raw -369234.541282 + Penalty 2672.853142 = -366561.688140
  nChanged 111
		SP:Iteration 8Q (91315.540000 sec): 3 clusters
  Score: Raw -369307.330003 + Penalty 2672.853142 = -366634.476862
  nChanged 105
		SP:Iteration 9Q (91315.610000 sec): 3 clusters
  Score: Raw -369381.859933 + Penalty 2672.853142 = -366709.006792
  nChanged 114
		SP:Iteration 10Q (91315.690000 sec): 3 clusters
  Score: Raw -369449.342016 + Penalty 2672.853142 = -366776.488875
  nChanged 89
		SP:Iteration 11Q (91315.750000 sec): 3 clusters
  Score: Raw -369505.988168 + Penalty 2672.853142 = -366833.135026
  nChanged 98
		SP:Iteration 12Q (91315.830000 sec): 3 clusters
  Score: Raw -369569.893075 + Penalty 2672.853142 = -366897.039933
  nChanged 93
		SP:Iteration 13Q (91315.890000 sec): 3 clusters
  Score: Raw -369636.469342 + Penalty 2672.853142 = -366963.616200
  nChanged 103
		SP:Iteration 14Q (91315.970000 sec): 3 clusters
  Score: Raw -369737.031907 + Penalty 2672.853142 = -367064.178765
  nChanged 117
		SP:Iteration 15Q (91316.030000 sec): 3 clusters
  Score: Raw -369853.175060 + Penalty 2672.853142 = -367180.321918
  nChanged 112
		SP:Iteration 16Q (91316.110000 sec): 3 clusters
  Score: Raw -369968.596411 + Penalty 2672.853142 = -367295.743270
  nChanged 105
		SP:Iteration 17Q (91316.170000 sec): 3 clusters
  Score: Raw -370077.524680 + Penalty 2672.853142 = -367404.671538
  nChanged 96
		SP:Iteration 18Q (91316.240000 sec): 3 clusters
  Score: Raw -370158.052706 + Penalty 2672.853142 = -367485.199565
  nChanged 76
		SP:Iteration 19Q (91316.310000 sec): 3 clusters
  Score: Raw -370206.041646 + Penalty 2672.853142 = -367533.188504
  nChanged 46
		SP:Iteration 20F (91316.380000 sec): 3 clusters
  Score: Raw -370231.373944 + Penalty 2672.853142 = -367558.520803
  nChanged 34
		SP:Iteration 21Q (91316.450000 sec): 3 clusters
  Score: Raw -370252.794987 + Penalty 2672.853142 = -367579.941845
  nChanged 34
		SP:Iteration 22Q (91316.510000 sec): 3 clusters
  Score: Raw -370275.659999 + Penalty 2672.853142 = -367602.806858
  nChanged 35
		SP:Iteration 23Q (91316.580000 sec): 3 clusters
  Score: Raw -370296.102733 + Penalty 2672.853142 = -367623.249592
  nChanged 26
		SP:Iteration 24Q (91316.650000 sec): 3 clusters
  Score: Raw -370308.955668 + Penalty 2672.853142 = -367636.102526
  nChanged 18
		SP:Iteration 25Q (91316.720000 sec): 3 clusters
  Score: Raw -370318.803685 + Penalty 2672.853142 = -367645.950544
  nChanged 13
		SP:Iteration 26Q (91316.780000 sec): 3 clusters
  Score: Raw -370324.093857 + Penalty 2672.853142 = -367651.240716
  nChanged 6
		SP:Iteration 27Q (91316.850000 sec): 3 clusters
  Score: Raw -370325.681122 + Penalty 2672.853142 = -367652.827980
  nChanged 5
		SP:Iteration 28Q (91316.920000 sec): 3 clusters
  Score: Raw -370327.067707 + Penalty 2672.853142 = -367654.214566
  nChanged 5
		SP:Iteration 29Q (91316.990000 sec): 3 clusters
  Score: Raw -370328.299226 + Penalty 2672.853142 = -367655.446084
  nChanged 1
		SP:Iteration 30Q (91317.050000 sec): 3 clusters
  Score: Raw -370328.463010 + Penalty 2672.853142 = -367655.609868
  nChanged 0
		SP:Iteration 31F (91317.120000 sec): 3 clusters
  Score: Raw -370328.463010 + Penalty 2672.853142 = -367655.609868
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91317.290000 sec): 2 clusters
  Score: Raw -1756408.518967 + Penalty 1576.880078 = -1754831.638888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91317.530000 sec): 3 clusters
  Score: Raw -1746651.264255 + Penalty 3153.760157 = -1743497.504098
  nChanged 7340
		SP:Iteration 1F (91317.750000 sec): 3 clusters
  Score: Raw -1750640.668496 + Penalty 3153.760157 = -1747486.908339
  nChanged 861
		SP:Iteration 2F (91318.030000 sec): 3 clusters
  Score: Raw -1750985.514081 + Penalty 3153.760157 = -1747831.753924
  nChanged 874
		SP:Iteration 3F (91318.220000 sec): 3 clusters
  Score: Raw -1751422.616923 + Penalty 3153.760157 = -1748268.856766
  nChanged 989
		SP:Iteration 4F (91318.420000 sec): 3 clusters
  Score: Raw -1752016.990666 + Penalty 3153.760157 = -1748863.230509
  nChanged 1148
		SP:Iteration 5F (91318.610000 sec): 3 clusters
  Score: Raw -1752838.818535 + Penalty 3153.760157 = -1749685.058378
  nChanged 1192
		SP:Iteration 6F (91318.860000 sec): 3 clusters
  Score: Raw -1753776.747927 + Penalty 3153.760157 = -1750622.987770
  nChanged 1102
		SP:Iteration 7F (91319.090000 sec): 3 clusters
  Score: Raw -1754726.921285 + Penalty 3153.760157 = -1751573.161128
  nChanged 814
		SP:Iteration 8Q (91319.300000 sec): 3 clusters
  Score: Raw -1755400.098412 + Penalty 3153.760157 = -1752246.338255
  nChanged 543
		SP:Iteration 9Q (91319.520000 sec): 3 clusters
  Score: Raw -1755827.733604 + Penalty 3153.760157 = -1752673.973447
  nChanged 380
		SP:Iteration 10Q (91319.790000 sec): 3 clusters
  Score: Raw -1756130.603283 + Penalty 3153.760157 = -1752976.843126
  nChanged 217
		SP:Iteration 11Q (91319.990000 sec): 3 clusters
  Score: Raw -1756330.557724 + Penalty 3153.760157 = -1753176.797568
  nChanged 162
		SP:Iteration 12Q (91320.180000 sec): 3 clusters
  Score: Raw -1756486.395262 + Penalty 3153.760157 = -1753332.635105
  nChanged 102
		SP:Iteration 13Q (91320.380000 sec): 3 clusters
  Score: Raw -1756576.597791 + Penalty 3153.760157 = -1753422.837634
  nChanged 69
		SP:Iteration 14Q (91320.640000 sec): 3 clusters
  Score: Raw -1756637.280907 + Penalty 3153.760157 = -1753483.520751
  nChanged 52
		SP:Iteration 15Q (91320.860000 sec): 3 clusters
  Score: Raw -1756690.236079 + Penalty 3153.760157 = -1753536.475923
  nChanged 37
		SP:Iteration 16Q (91321.040000 sec): 3 clusters
  Score: Raw -1756717.603992 + Penalty 3153.760157 = -1753563.843836
  nChanged 17
		SP:Iteration 17Q (91321.230000 sec): 3 clusters
  Score: Raw -1756729.907570 + Penalty 3153.760157 = -1753576.147413
  nChanged 9
		SP:Iteration 18Q (91321.410000 sec): 3 clusters
  Score: Raw -1756737.438225 + Penalty 3153.760157 = -1753583.678068
  nChanged 13
		SP:Iteration 19Q (91321.590000 sec): 3 clusters
  Score: Raw -1756745.440479 + Penalty 3153.760157 = -1753591.680322
  nChanged 8
		SP:Iteration 20F (91321.790000 sec): 3 clusters
  Score: Raw -1756750.732122 + Penalty 3153.760157 = -1753596.971965
  nChanged 9
		SP:Iteration 21Q (91321.980000 sec): 3 clusters
  Score: Raw -1756757.356691 + Penalty 3153.760157 = -1753603.596534
  nChanged 7
		SP:Iteration 22Q (91322.240000 sec): 3 clusters
  Score: Raw -1756762.448427 + Penalty 3153.760157 = -1753608.688270
  nChanged 4
		SP:Iteration 23Q (91322.460000 sec): 3 clusters
  Score: Raw -1756764.240716 + Penalty 3153.760157 = -1753610.480559
  nChanged 3
		SP:Iteration 24Q (91322.650000 sec): 3 clusters
  Score: Raw -1756765.611149 + Penalty 3153.760157 = -1753611.850992
  nChanged 4
		SP:Iteration 25Q (91322.830000 sec): 3 clusters
  Score: Raw -1756768.941263 + Penalty 3153.760157 = -1753615.181106
  nChanged 3
		SP:Iteration 26Q (91323.010000 sec): 3 clusters
  Score: Raw -1756771.356014 + Penalty 3153.760157 = -1753617.595858
  nChanged 3
		SP:Iteration 27Q (91323.190000 sec): 3 clusters
  Score: Raw -1756773.481156 + Penalty 3153.760157 = -1753619.720999
  nChanged 4
		SP:Iteration 28Q (91323.380000 sec): 3 clusters
  Score: Raw -1756776.195707 + Penalty 3153.760157 = -1753622.435550
  nChanged 5
		SP:Iteration 29Q (91323.570000 sec): 3 clusters
  Score: Raw -1756779.489433 + Penalty 3153.760157 = -1753625.729277
  nChanged 3
		SP:Iteration 30Q (91323.750000 sec): 3 clusters
  Score: Raw -1756780.940210 + Penalty 3153.760157 = -1753627.180053
  nChanged 4
		SP:Iteration 31Q (91323.930000 sec): 3 clusters
  Score: Raw -1756783.144444 + Penalty 3153.760157 = -1753629.384287
  nChanged 1
		SP:Iteration 32Q (91324.110000 sec): 3 clusters
  Score: Raw -1756783.633686 + Penalty 3153.760157 = -1753629.873529
  nChanged 2
		SP:Iteration 33Q (91324.290000 sec): 3 clusters
  Score: Raw -1756784.845344 + Penalty 3153.760157 = -1753631.085188
  nChanged 1
		SP:Iteration 34Q (91324.480000 sec): 3 clusters
  Score: Raw -1756785.232872 + Penalty 3153.760157 = -1753631.472715
  nChanged 0
		SP:Iteration 35F (91324.670000 sec): 3 clusters
  Score: Raw -1756785.232872 + Penalty 3153.760157 = -1753631.472715
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91325.020000 sec): 2 clusters
  Score: Raw -4383363.809671 + Penalty 1725.997398 = -4381637.812273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91325.450000 sec): 3 clusters
  Score: Raw -4357756.340081 + Penalty 3451.994796 = -4354304.345286
  nChanged 19044
		SP:Iteration 1F (91325.870000 sec): 3 clusters
  Score: Raw -4368661.311761 + Penalty 3451.994796 = -4365209.316965
  nChanged 1967
		SP:Iteration 2Q (91326.360000 sec): 3 clusters
  Score: Raw -4369460.718357 + Penalty 3451.994796 = -4366008.723561
  nChanged 2257
		SP:Iteration 3F (91326.780000 sec): 3 clusters
  Score: Raw -4370551.902654 + Penalty 3451.994796 = -4367099.907858
  nChanged 2516
		SP:Iteration 4F (91327.250000 sec): 3 clusters
  Score: Raw -4371954.343762 + Penalty 3451.994796 = -4368502.348966
  nChanged 2656
		SP:Iteration 5F (91327.700000 sec): 3 clusters
  Score: Raw -4373575.230013 + Penalty 3451.994796 = -4370123.235217
  nChanged 2675
		SP:Iteration 6F (91328.160000 sec): 3 clusters
  Score: Raw -4375309.795633 + Penalty 3451.994796 = -4371857.800837
  nChanged 2429
		SP:Iteration 7F (91328.600000 sec): 3 clusters
  Score: Raw -4376984.011278 + Penalty 3451.994796 = -4373532.016483
  nChanged 2166
		SP:Iteration 8F (91329.020000 sec): 3 clusters
  Score: Raw -4378710.683823 + Penalty 3451.994796 = -4375258.689027
  nChanged 1861
		SP:Iteration 9Q (91329.510000 sec): 3 clusters
  Score: Raw -4380531.428534 + Penalty 3451.994796 = -4377079.433738
  nChanged 1527
		SP:Iteration 10Q (91329.940000 sec): 3 clusters
  Score: Raw -4382185.230191 + Penalty 3451.994796 = -4378733.235395
  nChanged 1135
		SP:Iteration 11Q (91330.350000 sec): 3 clusters
  Score: Raw -4383277.754100 + Penalty 3451.994796 = -4379825.759304
  nChanged 772
		SP:Iteration 12Q (91330.810000 sec): 3 clusters
  Score: Raw -4383898.081383 + Penalty 3451.994796 = -4380446.086587
  nChanged 570
		SP:Iteration 13Q (91331.240000 sec): 3 clusters
  Score: Raw -4384224.925997 + Penalty 3451.994796 = -4380772.931202
  nChanged 395
		SP:Iteration 14Q (91331.640000 sec): 3 clusters
  Score: Raw -4384402.143834 + Penalty 3451.994796 = -4380950.149038
  nChanged 286
		SP:Iteration 15Q (91332.040000 sec): 3 clusters
  Score: Raw -4384503.615100 + Penalty 3451.994796 = -4381051.620305
  nChanged 221
		SP:Iteration 16Q (91332.440000 sec): 3 clusters
  Score: Raw -4384557.455417 + Penalty 3451.994796 = -4381105.460621
  nChanged 170
		SP:Iteration 17Q (91332.840000 sec): 3 clusters
  Score: Raw -4384594.122763 + Penalty 3451.994796 = -4381142.127967
  nChanged 112
		SP:Iteration 18Q (91333.240000 sec): 3 clusters
  Score: Raw -4384615.097232 + Penalty 3451.994796 = -4381163.102436
  nChanged 96
		SP:Iteration 19Q (91333.680000 sec): 3 clusters
  Score: Raw -4384628.895616 + Penalty 3451.994796 = -4381176.900820
  nChanged 69
		SP:Iteration 20F (91334.130000 sec): 3 clusters
  Score: Raw -4384637.995734 + Penalty 3451.994796 = -4381186.000938
  nChanged 54
		SP:Iteration 21Q (91334.520000 sec): 3 clusters
  Score: Raw -4384644.216075 + Penalty 3451.994796 = -4381192.221279
  nChanged 42
		SP:Iteration 22Q (91334.920000 sec): 3 clusters
  Score: Raw -4384648.756694 + Penalty 3451.994796 = -4381196.761898
  nChanged 35
		SP:Iteration 23Q (91335.320000 sec): 3 clusters
  Score: Raw -4384652.308447 + Penalty 3451.994796 = -4381200.313651
  nChanged 37
		SP:Iteration 24Q (91335.720000 sec): 3 clusters
  Score: Raw -4384656.105871 + Penalty 3451.994796 = -4381204.111075
  nChanged 25
		SP:Iteration 25Q (91336.120000 sec): 3 clusters
  Score: Raw -4384658.008187 + Penalty 3451.994796 = -4381206.013392
  nChanged 15
		SP:Iteration 26Q (91336.520000 sec): 3 clusters
  Score: Raw -4384658.884308 + Penalty 3451.994796 = -4381206.889512
  nChanged 14
		SP:Iteration 27Q (91336.920000 sec): 3 clusters
  Score: Raw -4384660.060273 + Penalty 3451.994796 = -4381208.065477
  nChanged 9
		SP:Iteration 28Q (91337.350000 sec): 3 clusters
  Score: Raw -4384660.657661 + Penalty 3451.994796 = -4381208.662865
  nChanged 11
		SP:Iteration 29Q (91337.800000 sec): 3 clusters
  Score: Raw -4384661.284078 + Penalty 3451.994796 = -4381209.289282
  nChanged 9
		SP:Iteration 30Q (91338.200000 sec): 3 clusters
  Score: Raw -4384661.735698 + Penalty 3451.994796 = -4381209.740902
  nChanged 5
		SP:Iteration 31Q (91338.600000 sec): 3 clusters
  Score: Raw -4384662.018610 + Penalty 3451.994796 = -4381210.023814
  nChanged 3
		SP:Iteration 32Q (91339.000000 sec): 3 clusters
  Score: Raw -4384662.137010 + Penalty 3451.994796 = -4381210.142214
  nChanged 0
		SP:Iteration 33F (91339.410000 sec): 3 clusters
  Score: Raw -4384662.137010 + Penalty 3451.994796 = -4381210.142214
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91339.460000 sec): 2 clusters
  Score: Raw -86121.892843 + Penalty 1126.205399 = -84995.687444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91339.490000 sec): 3 clusters
  Score: Raw -85788.081747 + Penalty 2252.410799 = -83535.670948
  nChanged 309
		SP:Iteration 1F (91339.520000 sec): 3 clusters
  Score: Raw -86106.303031 + Penalty 2252.410799 = -83853.892232
  nChanged 100
		SP:Iteration 2F (91339.540000 sec): 3 clusters
  Score: Raw -86287.361363 + Penalty 2252.410799 = -84034.950564
  nChanged 81
		SP:Iteration 3F (91339.560000 sec): 3 clusters
  Score: Raw -86426.573274 + Penalty 2252.410799 = -84174.162475
  nChanged 58
		SP:Iteration 4F (91339.580000 sec): 3 clusters
  Score: Raw -86538.354687 + Penalty 2252.410799 = -84285.943888
  nChanged 52
		SP:Iteration 5F (91339.600000 sec): 3 clusters
  Score: Raw -86612.001421 + Penalty 2252.410799 = -84359.590622
  nChanged 34
		SP:Iteration 6Q (91339.620000 sec): 3 clusters
  Score: Raw -86679.184931 + Penalty 2252.410799 = -84426.774132
  nChanged 32
		SP:Iteration 7Q (91339.640000 sec): 3 clusters
  Score: Raw -86743.897173 + Penalty 2252.410799 = -84491.486374
  nChanged 28
		SP:Iteration 8Q (91339.660000 sec): 3 clusters
  Score: Raw -86785.699804 + Penalty 2252.410799 = -84533.289005
  nChanged 15
		SP:Iteration 9Q (91339.680000 sec): 3 clusters
  Score: Raw -86823.110262 + Penalty 2252.410799 = -84570.699463
  nChanged 13
		SP:Iteration 10Q (91339.700000 sec): 3 clusters
  Score: Raw -86849.959220 + Penalty 2252.410799 = -84597.548421
  nChanged 15
		SP:Iteration 11Q (91339.720000 sec): 3 clusters
  Score: Raw -86897.959260 + Penalty 2252.410799 = -84645.548461
  nChanged 16
		SP:Iteration 12Q (91339.740000 sec): 3 clusters
  Score: Raw -86919.661290 + Penalty 2252.410799 = -84667.250491
  nChanged 13
		SP:Iteration 13Q (91339.760000 sec): 3 clusters
  Score: Raw -86931.044955 + Penalty 2252.410799 = -84678.634156
  nChanged 4
		SP:Iteration 14Q (91339.780000 sec): 3 clusters
  Score: Raw -86938.453874 + Penalty 2252.410799 = -84686.043076
  nChanged 2
		SP:Iteration 15Q (91339.800000 sec): 3 clusters
  Score: Raw -86943.627104 + Penalty 2252.410799 = -84691.216305
  nChanged 3
		SP:Iteration 16Q (91339.820000 sec): 3 clusters
  Score: Raw -86945.529992 + Penalty 2252.410799 = -84693.119193
  nChanged 1
		SP:Iteration 17Q (91339.840000 sec): 3 clusters
  Score: Raw -86945.762698 + Penalty 2252.410799 = -84693.351899
  nChanged 0
		SP:Iteration 18F (91339.860000 sec): 3 clusters
  Score: Raw -86945.762698 + Penalty 2252.410799 = -84693.351899
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91339.910000 sec): 2 clusters
  Score: Raw -55079.498069 + Penalty 1027.999289 = -54051.498780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91339.920000 sec): 3 clusters
  Score: Raw -55015.212611 + Penalty 2055.998579 = -52959.214032
  nChanged 135
		SP:Iteration 1F (91339.940000 sec): 3 clusters
  Score: Raw -55209.082366 + Penalty 2055.998579 = -53153.083787
  nChanged 47
		SP:Iteration 2F (91339.940000 sec): 3 clusters
  Score: Raw -55316.193186 + Penalty 2055.998579 = -53260.194608
  nChanged 33
		SP:Iteration 3F (91339.960000 sec): 3 clusters
  Score: Raw -55377.972364 + Penalty 2055.998579 = -53321.973785
  nChanged 15
		SP:Iteration 4Q (91339.970000 sec): 3 clusters
  Score: Raw -55411.007872 + Penalty 2055.998579 = -53355.009294
  nChanged 13
		SP:Iteration 5Q (91339.980000 sec): 3 clusters
  Score: Raw -55435.674408 + Penalty 2055.998579 = -53379.675829
  nChanged 8
		SP:Iteration 6Q (91339.990000 sec): 3 clusters
  Score: Raw -55454.256362 + Penalty 2055.998579 = -53398.257783
  nChanged 10
		SP:Iteration 7Q (91340.000000 sec): 3 clusters
  Score: Raw -55477.675389 + Penalty 2055.998579 = -53421.676810
  nChanged 12
		SP:Iteration 8Q (91340.020000 sec): 3 clusters
  Score: Raw -55502.256827 + Penalty 2055.998579 = -53446.258248
  nChanged 6
		SP:Iteration 9Q (91340.030000 sec): 3 clusters
  Score: Raw -55518.065299 + Penalty 2055.998579 = -53462.066720
  nChanged 4
		SP:Iteration 10Q (91340.040000 sec): 3 clusters
  Score: Raw -55527.696526 + Penalty 2055.998579 = -53471.697948
  nChanged 2
		SP:Iteration 11Q (91340.050000 sec): 3 clusters
  Score: Raw -55530.534452 + Penalty 2055.998579 = -53474.535873
  nChanged 2
		SP:Iteration 12Q (91340.060000 sec): 3 clusters
  Score: Raw -55532.113762 + Penalty 2055.998579 = -53476.115183
  nChanged 1
		SP:Iteration 13Q (91340.070000 sec): 3 clusters
  Score: Raw -55537.188955 + Penalty 2055.998579 = -53481.190376
  nChanged 3
		SP:Iteration 14Q (91340.080000 sec): 3 clusters
  Score: Raw -55546.769696 + Penalty 2055.998579 = -53490.771117
  nChanged 2
		SP:Iteration 15Q (91340.100000 sec): 3 clusters
  Score: Raw -55551.139795 + Penalty 2055.998579 = -53495.141216
  nChanged 1
		SP:Iteration 16Q (91340.110000 sec): 3 clusters
  Score: Raw -55552.045565 + Penalty 2055.998579 = -53496.046986
  nChanged 0
		SP:Iteration 17F (91340.120000 sec): 3 clusters
  Score: Raw -55552.045565 + Penalty 2055.998579 = -53496.046986
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91340.190000 sec): 2 clusters
  Score: Raw -315089.923217 + Penalty 1313.641177 = -313776.282040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91340.260000 sec): 3 clusters
  Score: Raw -313544.391896 + Penalty 2627.282353 = -310917.109543
  nChanged 1221
		SP:Iteration 1F (91340.320000 sec): 3 clusters
  Score: Raw -314252.683666 + Penalty 2627.282353 = -311625.401312
  nChanged 277
		SP:Iteration 2F (91340.380000 sec): 3 clusters
  Score: Raw -314451.387828 + Penalty 2627.282353 = -311824.105475
  nChanged 196
		SP:Iteration 3F (91340.440000 sec): 3 clusters
  Score: Raw -314593.458686 + Penalty 2627.282353 = -311966.176333
  nChanged 161
		SP:Iteration 4Q (91340.510000 sec): 3 clusters
  Score: Raw -314697.971182 + Penalty 2627.282353 = -312070.688828
  nChanged 116
		SP:Iteration 5Q (91340.570000 sec): 3 clusters
  Score: Raw -314778.639883 + Penalty 2627.282353 = -312151.357529
  nChanged 109
		SP:Iteration 6Q (91340.630000 sec): 3 clusters
  Score: Raw -314842.782648 + Penalty 2627.282353 = -312215.500294
  nChanged 95
		SP:Iteration 7Q (91340.690000 sec): 3 clusters
  Score: Raw -314905.711424 + Penalty 2627.282353 = -312278.429071
  nChanged 80
		SP:Iteration 8Q (91340.760000 sec): 3 clusters
  Score: Raw -314958.088269 + Penalty 2627.282353 = -312330.805916
  nChanged 80
		SP:Iteration 9Q (91340.820000 sec): 3 clusters
  Score: Raw -314999.668878 + Penalty 2627.282353 = -312372.386525
  nChanged 55
		SP:Iteration 10Q (91340.880000 sec): 3 clusters
  Score: Raw -315027.533298 + Penalty 2627.282353 = -312400.250944
  nChanged 51
		SP:Iteration 11Q (91340.940000 sec): 3 clusters
  Score: Raw -315053.371809 + Penalty 2627.282353 = -312426.089455
  nChanged 41
		SP:Iteration 12Q (91341.000000 sec): 3 clusters
  Score: Raw -315076.031367 + Penalty 2627.282353 = -312448.749014
  nChanged 39
		SP:Iteration 13Q (91341.060000 sec): 3 clusters
  Score: Raw -315099.956347 + Penalty 2627.282353 = -312472.673993
  nChanged 42
		SP:Iteration 14Q (91341.130000 sec): 3 clusters
  Score: Raw -315117.151170 + Penalty 2627.282353 = -312489.868817
  nChanged 29
		SP:Iteration 15Q (91341.190000 sec): 3 clusters
  Score: Raw -315127.815140 + Penalty 2627.282353 = -312500.532787
  nChanged 23
		SP:Iteration 16Q (91341.250000 sec): 3 clusters
  Score: Raw -315135.460728 + Penalty 2627.282353 = -312508.178375
  nChanged 21
		SP:Iteration 17Q (91341.310000 sec): 3 clusters
  Score: Raw -315146.410705 + Penalty 2627.282353 = -312519.128352
  nChanged 26
		SP:Iteration 18Q (91341.380000 sec): 3 clusters
  Score: Raw -315159.719125 + Penalty 2627.282353 = -312532.436772
  nChanged 25
		SP:Iteration 19Q (91341.440000 sec): 3 clusters
  Score: Raw -315171.418723 + Penalty 2627.282353 = -312544.136370
  nChanged 26
		SP:Iteration 20F (91341.500000 sec): 3 clusters
  Score: Raw -315184.854834 + Penalty 2627.282353 = -312557.572481
  nChanged 21
		SP:Iteration 21Q (91341.560000 sec): 3 clusters
  Score: Raw -315193.449453 + Penalty 2627.282353 = -312566.167099
  nChanged 17
		SP:Iteration 22Q (91341.620000 sec): 3 clusters
  Score: Raw -315201.504111 + Penalty 2627.282353 = -312574.221758
  nChanged 21
		SP:Iteration 23Q (91341.680000 sec): 3 clusters
  Score: Raw -315212.458103 + Penalty 2627.282353 = -312585.175749
  nChanged 25
		SP:Iteration 24Q (91341.740000 sec): 3 clusters
  Score: Raw -315226.184494 + Penalty 2627.282353 = -312598.902141
  nChanged 21
		SP:Iteration 25Q (91341.800000 sec): 3 clusters
  Score: Raw -315235.858237 + Penalty 2627.282353 = -312608.575884
  nChanged 22
		SP:Iteration 26Q (91341.860000 sec): 3 clusters
  Score: Raw -315244.834157 + Penalty 2627.282353 = -312617.551803
  nChanged 31
		SP:Iteration 27Q (91341.920000 sec): 3 clusters
  Score: Raw -315259.307353 + Penalty 2627.282353 = -312632.025000
  nChanged 26
		SP:Iteration 28Q (91341.980000 sec): 3 clusters
  Score: Raw -315273.834720 + Penalty 2627.282353 = -312646.552366
  nChanged 25
		SP:Iteration 29Q (91342.040000 sec): 3 clusters
  Score: Raw -315283.692550 + Penalty 2627.282353 = -312656.410196
  nChanged 23
		SP:Iteration 30Q (91342.110000 sec): 3 clusters
  Score: Raw -315296.284322 + Penalty 2627.282353 = -312669.001969
  nChanged 20
		SP:Iteration 31Q (91342.170000 sec): 3 clusters
  Score: Raw -315306.748531 + Penalty 2627.282353 = -312679.466178
  nChanged 19
		SP:Iteration 32Q (91342.230000 sec): 3 clusters
  Score: Raw -315312.929659 + Penalty 2627.282353 = -312685.647306
  nChanged 15
		SP:Iteration 33Q (91342.290000 sec): 3 clusters
  Score: Raw -315318.125565 + Penalty 2627.282353 = -312690.843212
  nChanged 10
		SP:Iteration 34Q (91342.350000 sec): 3 clusters
  Score: Raw -315321.957382 + Penalty 2627.282353 = -312694.675029
  nChanged 11
		SP:Iteration 35Q (91342.410000 sec): 3 clusters
  Score: Raw -315325.751526 + Penalty 2627.282353 = -312698.469173
  nChanged 11
		SP:Iteration 36Q (91342.470000 sec): 3 clusters
  Score: Raw -315329.584521 + Penalty 2627.282353 = -312702.302167
  nChanged 6
		SP:Iteration 37Q (91342.530000 sec): 3 clusters
  Score: Raw -315332.141751 + Penalty 2627.282353 = -312704.859398
  nChanged 12
		SP:Iteration 38Q (91342.590000 sec): 3 clusters
  Score: Raw -315336.025567 + Penalty 2627.282353 = -312708.743214
  nChanged 9
		SP:Iteration 39Q (91342.650000 sec): 3 clusters
  Score: Raw -315339.255961 + Penalty 2627.282353 = -312711.973608
  nChanged 7
		SP:Iteration 40F (91342.720000 sec): 3 clusters
  Score: Raw -315340.861130 + Penalty 2627.282353 = -312713.578777
  nChanged 4
		SP:Iteration 41Q (91342.780000 sec): 3 clusters
  Score: Raw -315342.388680 + Penalty 2627.282353 = -312715.106327
  nChanged 5
		SP:Iteration 42Q (91342.840000 sec): 3 clusters
  Score: Raw -315343.450483 + Penalty 2627.282353 = -312716.168130
  nChanged 3
		SP:Iteration 43Q (91342.900000 sec): 3 clusters
  Score: Raw -315344.664784 + Penalty 2627.282353 = -312717.382431
  nChanged 3
		SP:Iteration 44Q (91342.960000 sec): 3 clusters
  Score: Raw -315346.131945 + Penalty 2627.282353 = -312718.849592
  nChanged 4
		SP:Iteration 45Q (91343.020000 sec): 3 clusters
  Score: Raw -315347.525390 + Penalty 2627.282353 = -312720.243036
  nChanged 4
		SP:Iteration 46Q (91343.080000 sec): 3 clusters
  Score: Raw -315348.623656 + Penalty 2627.282353 = -312721.341302
  nChanged 3
		SP:Iteration 47Q (91343.140000 sec): 3 clusters
  Score: Raw -315349.251586 + Penalty 2627.282353 = -312721.969233
  nChanged 3
		SP:Iteration 48Q (91343.200000 sec): 3 clusters
  Score: Raw -315350.305938 + Penalty 2627.282353 = -312723.023585
  nChanged 2
		SP:Iteration 49Q (91343.260000 sec): 3 clusters
  Score: Raw -315351.127373 + Penalty 2627.282353 = -312723.845020
  nChanged 1
		SP:Iteration 50Q (91343.320000 sec): 3 clusters
  Score: Raw -315351.366434 + Penalty 2627.282353 = -312724.084081
  nChanged 0
		SP:Iteration 51F (91343.380000 sec): 3 clusters
  Score: Raw -315351.366434 + Penalty 2627.282353 = -312724.084081
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91343.440000 sec): 2 clusters
  Score: Raw -148906.590136 + Penalty 1211.297925 = -147695.292211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91343.480000 sec): 3 clusters
  Score: Raw -148314.553966 + Penalty 2422.595850 = -145891.958116
  nChanged 619
		SP:Iteration 1F (91343.510000 sec): 3 clusters
  Score: Raw -148969.745669 + Penalty 2422.595850 = -146547.149818
  nChanged 198
		SP:Iteration 2F (91343.540000 sec): 3 clusters
  Score: Raw -149218.165693 + Penalty 2422.595850 = -146795.569843
  nChanged 131
		SP:Iteration 3F (91343.580000 sec): 3 clusters
  Score: Raw -149389.276934 + Penalty 2422.595850 = -146966.681084
  nChanged 98
		SP:Iteration 4F (91343.610000 sec): 3 clusters
  Score: Raw -149561.125534 + Penalty 2422.595850 = -147138.529683
  nChanged 69
		SP:Iteration 5Q (91343.640000 sec): 3 clusters
  Score: Raw -149649.621589 + Penalty 2422.595850 = -147227.025738
  nChanged 44
		SP:Iteration 6Q (91343.680000 sec): 3 clusters
  Score: Raw -149684.057806 + Penalty 2422.595850 = -147261.461956
  nChanged 23
		SP:Iteration 7Q (91343.710000 sec): 3 clusters
  Score: Raw -149705.233300 + Penalty 2422.595850 = -147282.637450
  nChanged 21
		SP:Iteration 8Q (91343.740000 sec): 3 clusters
  Score: Raw -149718.540885 + Penalty 2422.595850 = -147295.945034
  nChanged 9
		SP:Iteration 9Q (91343.780000 sec): 3 clusters
  Score: Raw -149724.523829 + Penalty 2422.595850 = -147301.927979
  nChanged 2
		SP:Iteration 10Q (91343.810000 sec): 3 clusters
  Score: Raw -149724.853911 + Penalty 2422.595850 = -147302.258060
  nChanged 1
		SP:Iteration 11Q (91343.840000 sec): 3 clusters
  Score: Raw -149724.950733 + Penalty 2422.595850 = -147302.354883
  nChanged 0
		SP:Iteration 12F (91343.880000 sec): 3 clusters
  Score: Raw -149724.950733 + Penalty 2422.595850 = -147302.354883
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91343.940000 sec): 2 clusters
  Score: Raw -227589.493604 + Penalty 1271.732152 = -226317.761451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91344.000000 sec): 3 clusters
  Score: Raw -226503.931544 + Penalty 2543.464304 = -223960.467240
  nChanged 917
		SP:Iteration 1F (91344.050000 sec): 3 clusters
  Score: Raw -227066.689457 + Penalty 2543.464304 = -224523.225153
  nChanged 206
		SP:Iteration 2F (91344.100000 sec): 3 clusters
  Score: Raw -227240.684440 + Penalty 2543.464304 = -224697.220135
  nChanged 132
		SP:Iteration 3F (91344.150000 sec): 3 clusters
  Score: Raw -227351.890413 + Penalty 2543.464304 = -224808.426109
  nChanged 107
		SP:Iteration 4Q (91344.200000 sec): 3 clusters
  Score: Raw -227436.917985 + Penalty 2543.464304 = -224893.453681
  nChanged 93
		SP:Iteration 5Q (91344.250000 sec): 3 clusters
  Score: Raw -227499.832019 + Penalty 2543.464304 = -224956.367715
  nChanged 69
		SP:Iteration 6Q (91344.300000 sec): 3 clusters
  Score: Raw -227554.815017 + Penalty 2543.464304 = -225011.350713
  nChanged 82
		SP:Iteration 7Q (91344.350000 sec): 3 clusters
  Score: Raw -227607.895113 + Penalty 2543.464304 = -225064.430809
  nChanged 71
		SP:Iteration 8Q (91344.400000 sec): 3 clusters
  Score: Raw -227656.718000 + Penalty 2543.464304 = -225113.253695
  nChanged 56
		SP:Iteration 9Q (91344.450000 sec): 3 clusters
  Score: Raw -227690.042328 + Penalty 2543.464304 = -225146.578023
  nChanged 53
		SP:Iteration 10Q (91344.500000 sec): 3 clusters
  Score: Raw -227724.057953 + Penalty 2543.464304 = -225180.593649
  nChanged 56
		SP:Iteration 11Q (91344.550000 sec): 3 clusters
  Score: Raw -227767.744016 + Penalty 2543.464304 = -225224.279711
  nChanged 44
		SP:Iteration 12Q (91344.600000 sec): 3 clusters
  Score: Raw -227790.640394 + Penalty 2543.464304 = -225247.176090
  nChanged 37
		SP:Iteration 13Q (91344.650000 sec): 3 clusters
  Score: Raw -227807.576652 + Penalty 2543.464304 = -225264.112347
  nChanged 29
		SP:Iteration 14Q (91344.700000 sec): 3 clusters
  Score: Raw -227820.132361 + Penalty 2543.464304 = -225276.668056
  nChanged 26
		SP:Iteration 15Q (91344.750000 sec): 3 clusters
  Score: Raw -227830.460008 + Penalty 2543.464304 = -225286.995704
  nChanged 29
		SP:Iteration 16Q (91344.800000 sec): 3 clusters
  Score: Raw -227842.516359 + Penalty 2543.464304 = -225299.052054
  nChanged 19
		SP:Iteration 17Q (91344.850000 sec): 3 clusters
  Score: Raw -227851.057696 + Penalty 2543.464304 = -225307.593392
  nChanged 20
		SP:Iteration 18Q (91344.900000 sec): 3 clusters
  Score: Raw -227859.108973 + Penalty 2543.464304 = -225315.644669
  nChanged 26
		SP:Iteration 19Q (91344.950000 sec): 3 clusters
  Score: Raw -227871.241878 + Penalty 2543.464304 = -225327.777574
  nChanged 30
		SP:Iteration 20F (91345.000000 sec): 3 clusters
  Score: Raw -227892.184242 + Penalty 2543.464304 = -225348.719937
  nChanged 37
		SP:Iteration 21Q (91345.050000 sec): 3 clusters
  Score: Raw -227931.533001 + Penalty 2543.464304 = -225388.068697
  nChanged 46
		SP:Iteration 22Q (91345.100000 sec): 3 clusters
  Score: Raw -227956.290390 + Penalty 2543.464304 = -225412.826086
  nChanged 36
		SP:Iteration 23Q (91345.150000 sec): 3 clusters
  Score: Raw -227971.948613 + Penalty 2543.464304 = -225428.484309
  nChanged 15
		SP:Iteration 24Q (91345.200000 sec): 3 clusters
  Score: Raw -227979.512503 + Penalty 2543.464304 = -225436.048198
  nChanged 14
		SP:Iteration 25Q (91345.250000 sec): 3 clusters
  Score: Raw -227984.776779 + Penalty 2543.464304 = -225441.312474
  nChanged 13
		SP:Iteration 26Q (91345.300000 sec): 3 clusters
  Score: Raw -227991.908998 + Penalty 2543.464304 = -225448.444693
  nChanged 10
		SP:Iteration 27Q (91345.350000 sec): 3 clusters
  Score: Raw -227995.316352 + Penalty 2543.464304 = -225451.852047
  nChanged 9
		SP:Iteration 28Q (91345.400000 sec): 3 clusters
  Score: Raw -227998.409606 + Penalty 2543.464304 = -225454.945301
  nChanged 11
		SP:Iteration 29Q (91345.450000 sec): 3 clusters
  Score: Raw -228003.021776 + Penalty 2543.464304 = -225459.557472
  nChanged 12
		SP:Iteration 30Q (91345.500000 sec): 3 clusters
  Score: Raw -228009.124623 + Penalty 2543.464304 = -225465.660319
  nChanged 14
		SP:Iteration 31Q (91345.550000 sec): 3 clusters
  Score: Raw -228014.273308 + Penalty 2543.464304 = -225470.809003
  nChanged 10
		SP:Iteration 32Q (91345.600000 sec): 3 clusters
  Score: Raw -228018.006236 + Penalty 2543.464304 = -225474.541932
  nChanged 9
		SP:Iteration 33Q (91345.650000 sec): 3 clusters
  Score: Raw -228020.642429 + Penalty 2543.464304 = -225477.178125
  nChanged 5
		SP:Iteration 34Q (91345.700000 sec): 3 clusters
  Score: Raw -228021.796186 + Penalty 2543.464304 = -225478.331882
  nChanged 6
		SP:Iteration 35Q (91345.750000 sec): 3 clusters
  Score: Raw -228023.868571 + Penalty 2543.464304 = -225480.404266
  nChanged 5
		SP:Iteration 36Q (91345.800000 sec): 3 clusters
  Score: Raw -228024.568952 + Penalty 2543.464304 = -225481.104648
  nChanged 1
		SP:Iteration 37Q (91345.850000 sec): 3 clusters
  Score: Raw -228024.963060 + Penalty 2543.464304 = -225481.498755
  nChanged 3
		SP:Iteration 38Q (91345.900000 sec): 3 clusters
  Score: Raw -228025.758501 + Penalty 2543.464304 = -225482.294196
  nChanged 1
		SP:Iteration 39Q (91345.950000 sec): 3 clusters
  Score: Raw -228025.939338 + Penalty 2543.464304 = -225482.475034
  nChanged 1
		SP:Iteration 40F (91346.000000 sec): 3 clusters
  Score: Raw -228026.209699 + Penalty 2543.464304 = -225482.745394
  nChanged 2
		SP:Iteration 41Q (91346.050000 sec): 3 clusters
  Score: Raw -228026.715903 + Penalty 2543.464304 = -225483.251598
  nChanged 4
		SP:Iteration 42Q (91346.100000 sec): 3 clusters
  Score: Raw -228028.243504 + Penalty 2543.464304 = -225484.779200
  nChanged 4
		SP:Iteration 43Q (91346.150000 sec): 3 clusters
  Score: Raw -228029.545775 + Penalty 2543.464304 = -225486.081471
  nChanged 1
		SP:Iteration 44Q (91346.200000 sec): 3 clusters
  Score: Raw -228029.743868 + Penalty 2543.464304 = -225486.279564
  nChanged 0
		SP:Iteration 45F (91346.250000 sec): 3 clusters
  Score: Raw -228029.743868 + Penalty 2543.464304 = -225486.279564
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91346.320000 sec): 2 clusters
  Score: Raw -235316.539738 + Penalty 1270.625599 = -234045.914139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91346.360000 sec): 3 clusters
  Score: Raw -234244.666721 + Penalty 2541.251198 = -231703.415524
  nChanged 903
		SP:Iteration 1F (91346.410000 sec): 3 clusters
  Score: Raw -234916.859186 + Penalty 2541.251198 = -232375.607988
  nChanged 243
		SP:Iteration 2F (91346.460000 sec): 3 clusters
  Score: Raw -235163.406853 + Penalty 2541.251198 = -232622.155655
  nChanged 188
		SP:Iteration 3F (91346.510000 sec): 3 clusters
  Score: Raw -235356.730709 + Penalty 2541.251198 = -232815.479511
  nChanged 147
		SP:Iteration 4F (91346.560000 sec): 3 clusters
  Score: Raw -235493.849474 + Penalty 2541.251198 = -232952.598277
  nChanged 121
		SP:Iteration 5Q (91346.600000 sec): 3 clusters
  Score: Raw -235626.269187 + Penalty 2541.251198 = -233085.017989
  nChanged 92
		SP:Iteration 6Q (91346.650000 sec): 3 clusters
  Score: Raw -235734.523748 + Penalty 2541.251198 = -233193.272550
  nChanged 83
		SP:Iteration 7Q (91346.700000 sec): 3 clusters
  Score: Raw -235820.015526 + Penalty 2541.251198 = -233278.764328
  nChanged 69
		SP:Iteration 8Q (91346.740000 sec): 3 clusters
  Score: Raw -235875.918465 + Penalty 2541.251198 = -233334.667267
  nChanged 41
		SP:Iteration 9Q (91346.790000 sec): 3 clusters
  Score: Raw -235909.092637 + Penalty 2541.251198 = -233367.841440
  nChanged 34
		SP:Iteration 10Q (91346.840000 sec): 3 clusters
  Score: Raw -235930.765534 + Penalty 2541.251198 = -233389.514336
  nChanged 22
		SP:Iteration 11Q (91346.890000 sec): 3 clusters
  Score: Raw -235944.357496 + Penalty 2541.251198 = -233403.106298
  nChanged 25
		SP:Iteration 12Q (91346.930000 sec): 3 clusters
  Score: Raw -235959.801957 + Penalty 2541.251198 = -233418.550760
  nChanged 11
		SP:Iteration 13Q (91346.980000 sec): 3 clusters
  Score: Raw -235968.279734 + Penalty 2541.251198 = -233427.028537
  nChanged 10
		SP:Iteration 14Q (91347.030000 sec): 3 clusters
  Score: Raw -235976.769677 + Penalty 2541.251198 = -233435.518479
  nChanged 12
		SP:Iteration 15Q (91347.070000 sec): 3 clusters
  Score: Raw -235983.502910 + Penalty 2541.251198 = -233442.251713
  nChanged 18
		SP:Iteration 16Q (91347.120000 sec): 3 clusters
  Score: Raw -235997.377479 + Penalty 2541.251198 = -233456.126282
  nChanged 17
		SP:Iteration 17Q (91347.170000 sec): 3 clusters
  Score: Raw -236009.735097 + Penalty 2541.251198 = -233468.483900
  nChanged 11
		SP:Iteration 18Q (91347.220000 sec): 3 clusters
  Score: Raw -236020.008693 + Penalty 2541.251198 = -233478.757495
  nChanged 8
		SP:Iteration 19Q (91347.260000 sec): 3 clusters
  Score: Raw -236024.609106 + Penalty 2541.251198 = -233483.357909
  nChanged 4
		SP:Iteration 20F (91347.310000 sec): 3 clusters
  Score: Raw -236027.148967 + Penalty 2541.251198 = -233485.897770
  nChanged 5
		SP:Iteration 21Q (91347.360000 sec): 3 clusters
  Score: Raw -236030.393423 + Penalty 2541.251198 = -233489.142225
  nChanged 6
		SP:Iteration 22Q (91347.400000 sec): 3 clusters
  Score: Raw -236032.425753 + Penalty 2541.251198 = -233491.174555
  nChanged 4
		SP:Iteration 23Q (91347.450000 sec): 3 clusters
  Score: Raw -236034.663994 + Penalty 2541.251198 = -233493.412797
  nChanged 3
		SP:Iteration 24Q (91347.500000 sec): 3 clusters
  Score: Raw -236036.428571 + Penalty 2541.251198 = -233495.177374
  nChanged 1
		SP:Iteration 25Q (91347.540000 sec): 3 clusters
  Score: Raw -236037.332773 + Penalty 2541.251198 = -233496.081575
  nChanged 1
		SP:Iteration 26Q (91347.590000 sec): 3 clusters
  Score: Raw -236037.555308 + Penalty 2541.251198 = -233496.304110
  nChanged 0
		SP:Iteration 27F (91347.630000 sec): 3 clusters
  Score: Raw -236037.555308 + Penalty 2541.251198 = -233496.304110
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91347.700000 sec): 2 clusters
  Score: Raw -270982.173319 + Penalty 1278.280075 = -269703.893244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91347.760000 sec): 3 clusters
  Score: Raw -269782.212487 + Penalty 2556.560150 = -267225.652337
  nChanged 955
		SP:Iteration 1F (91347.810000 sec): 3 clusters
  Score: Raw -270427.757284 + Penalty 2556.560150 = -267871.197134
  nChanged 228
		SP:Iteration 2F (91347.860000 sec): 3 clusters
  Score: Raw -270602.884488 + Penalty 2556.560150 = -268046.324338
  nChanged 159
		SP:Iteration 3F (91347.920000 sec): 3 clusters
  Score: Raw -270727.184868 + Penalty 2556.560150 = -268170.624718
  nChanged 129
		SP:Iteration 4Q (91347.970000 sec): 3 clusters
  Score: Raw -270832.859360 + Penalty 2556.560150 = -268276.299210
  nChanged 142
		SP:Iteration 5F (91348.020000 sec): 3 clusters
  Score: Raw -270985.373976 + Penalty 2556.560150 = -268428.813826
  nChanged 136
		SP:Iteration 6F (91348.070000 sec): 3 clusters
  Score: Raw -271109.238177 + Penalty 2556.560150 = -268552.678027
  nChanged 121
		SP:Iteration 7Q (91348.120000 sec): 3 clusters
  Score: Raw -271222.120074 + Penalty 2556.560150 = -268665.559924
  nChanged 98
		SP:Iteration 8Q (91348.180000 sec): 3 clusters
  Score: Raw -271297.850966 + Penalty 2556.560150 = -268741.290816
  nChanged 65
		SP:Iteration 9Q (91348.230000 sec): 3 clusters
  Score: Raw -271345.638296 + Penalty 2556.560150 = -268789.078146
  nChanged 46
		SP:Iteration 10Q (91348.280000 sec): 3 clusters
  Score: Raw -271379.828343 + Penalty 2556.560150 = -268823.268193
  nChanged 52
		SP:Iteration 11Q (91348.330000 sec): 3 clusters
  Score: Raw -271426.149931 + Penalty 2556.560150 = -268869.589781
  nChanged 47
		SP:Iteration 12Q (91348.380000 sec): 3 clusters
  Score: Raw -271462.947453 + Penalty 2556.560150 = -268906.387303
  nChanged 27
		SP:Iteration 13Q (91348.440000 sec): 3 clusters
  Score: Raw -271482.206291 + Penalty 2556.560150 = -268925.646141
  nChanged 19
		SP:Iteration 14Q (91348.500000 sec): 3 clusters
  Score: Raw -271493.692864 + Penalty 2556.560150 = -268937.132714
  nChanged 14
		SP:Iteration 15Q (91348.550000 sec): 3 clusters
  Score: Raw -271501.105707 + Penalty 2556.560150 = -268944.545557
  nChanged 8
		SP:Iteration 16Q (91348.600000 sec): 3 clusters
  Score: Raw -271505.517579 + Penalty 2556.560150 = -268948.957429
  nChanged 10
		SP:Iteration 17Q (91348.650000 sec): 3 clusters
  Score: Raw -271510.129710 + Penalty 2556.560150 = -268953.569560
  nChanged 9
		SP:Iteration 18Q (91348.700000 sec): 3 clusters
  Score: Raw -271514.931339 + Penalty 2556.560150 = -268958.371189
  nChanged 9
		SP:Iteration 19Q (91348.750000 sec): 3 clusters
  Score: Raw -271519.427243 + Penalty 2556.560150 = -268962.867093
  nChanged 7
		SP:Iteration 20F (91348.810000 sec): 3 clusters
  Score: Raw -271523.816375 + Penalty 2556.560150 = -268967.256225
  nChanged 9
		SP:Iteration 21Q (91348.860000 sec): 3 clusters
  Score: Raw -271529.771285 + Penalty 2556.560150 = -268973.211135
  nChanged 4
		SP:Iteration 22Q (91348.910000 sec): 3 clusters
  Score: Raw -271531.710469 + Penalty 2556.560150 = -268975.150319
  nChanged 2
		SP:Iteration 23Q (91348.960000 sec): 3 clusters
  Score: Raw -271532.752259 + Penalty 2556.560150 = -268976.192109
  nChanged 1
		SP:Iteration 24Q (91349.010000 sec): 3 clusters
  Score: Raw -271532.961857 + Penalty 2556.560150 = -268976.401707
  nChanged 0
		SP:Iteration 25F (91349.070000 sec): 3 clusters
  Score: Raw -271532.961857 + Penalty 2556.560150 = -268976.401707
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (4041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91349.140000 sec): 2 clusters
  Score: Raw -403450.052106 + Penalty 1349.440213 = -402100.611893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91349.230000 sec): 3 clusters
  Score: Raw -401361.853254 + Penalty 2698.880426 = -398662.972828
  nChanged 1634
		SP:Iteration 1F (91349.300000 sec): 3 clusters
  Score: Raw -402263.319539 + Penalty 2698.880426 = -399564.439113
  nChanged 290
		SP:Iteration 2F (91349.380000 sec): 3 clusters
  Score: Raw -402404.504576 + Penalty 2698.880426 = -399705.624150
  nChanged 189
		SP:Iteration 3Q (91349.450000 sec): 3 clusters
  Score: Raw -402483.598006 + Penalty 2698.880426 = -399784.717580
  nChanged 131
		SP:Iteration 4Q (91349.530000 sec): 3 clusters
  Score: Raw -402537.853580 + Penalty 2698.880426 = -399838.973154
  nChanged 102
		SP:Iteration 5Q (91349.610000 sec): 3 clusters
  Score: Raw -402574.533050 + Penalty 2698.880426 = -399875.652624
  nChanged 84
		SP:Iteration 6Q (91349.690000 sec): 3 clusters
  Score: Raw -402602.502790 + Penalty 2698.880426 = -399903.622363
  nChanged 72
		SP:Iteration 7Q (91349.770000 sec): 3 clusters
  Score: Raw -402628.263382 + Penalty 2698.880426 = -399929.382956
  nChanged 65
		SP:Iteration 8Q (91349.850000 sec): 3 clusters
  Score: Raw -402649.376139 + Penalty 2698.880426 = -399950.495713
  nChanged 61
		SP:Iteration 9Q (91349.920000 sec): 3 clusters
  Score: Raw -402668.812702 + Penalty 2698.880426 = -399969.932275
  nChanged 47
		SP:Iteration 10Q (91350.000000 sec): 3 clusters
  Score: Raw -402683.135755 + Penalty 2698.880426 = -399984.255329
  nChanged 46
		SP:Iteration 11Q (91350.080000 sec): 3 clusters
  Score: Raw -402701.266638 + Penalty 2698.880426 = -400002.386212
  nChanged 45
		SP:Iteration 12Q (91350.160000 sec): 3 clusters
  Score: Raw -402716.579519 + Penalty 2698.880426 = -400017.699093
  nChanged 41
		SP:Iteration 13Q (91350.230000 sec): 3 clusters
  Score: Raw -402732.141787 + Penalty 2698.880426 = -400033.261361
  nChanged 44
		SP:Iteration 14Q (91350.310000 sec): 3 clusters
  Score: Raw -402748.743840 + Penalty 2698.880426 = -400049.863414
  nChanged 48
		SP:Iteration 15Q (91350.390000 sec): 3 clusters
  Score: Raw -402766.015291 + Penalty 2698.880426 = -400067.134865
  nChanged 53
		SP:Iteration 16Q (91350.470000 sec): 3 clusters
  Score: Raw -402789.228732 + Penalty 2698.880426 = -400090.348305
  nChanged 55
		SP:Iteration 17Q (91350.550000 sec): 3 clusters
  Score: Raw -402809.041959 + Penalty 2698.880426 = -400110.161533
  nChanged 56
		SP:Iteration 18Q (91350.620000 sec): 3 clusters
  Score: Raw -402830.545820 + Penalty 2698.880426 = -400131.665394
  nChanged 58
		SP:Iteration 19Q (91350.700000 sec): 3 clusters
  Score: Raw -402856.107598 + Penalty 2698.880426 = -400157.227172
  nChanged 70
		SP:Iteration 20F (91350.780000 sec): 3 clusters
  Score: Raw -402887.033344 + Penalty 2698.880426 = -400188.152918
  nChanged 73
		SP:Iteration 21Q (91350.850000 sec): 3 clusters
  Score: Raw -402917.943118 + Penalty 2698.880426 = -400219.062692
  nChanged 83
		SP:Iteration 22Q (91350.930000 sec): 3 clusters
  Score: Raw -402958.379118 + Penalty 2698.880426 = -400259.498692
  nChanged 85
		SP:Iteration 23Q (91351.010000 sec): 3 clusters
  Score: Raw -403009.561889 + Penalty 2698.880426 = -400310.681463
  nChanged 86
		SP:Iteration 24Q (91351.080000 sec): 3 clusters
  Score: Raw -403065.382440 + Penalty 2698.880426 = -400366.502014
  nChanged 94
		SP:Iteration 25Q (91351.160000 sec): 3 clusters
  Score: Raw -403130.285592 + Penalty 2698.880426 = -400431.405166
  nChanged 93
		SP:Iteration 26Q (91351.240000 sec): 3 clusters
  Score: Raw -403196.092981 + Penalty 2698.880426 = -400497.212555
  nChanged 98
		SP:Iteration 27Q (91351.310000 sec): 3 clusters
  Score: Raw -403264.695465 + Penalty 2698.880426 = -400565.815039
  nChanged 91
		SP:Iteration 28Q (91351.390000 sec): 3 clusters
  Score: Raw -403335.975866 + Penalty 2698.880426 = -400637.095440
  nChanged 92
		SP:Iteration 29Q (91351.460000 sec): 3 clusters
  Score: Raw -403412.733370 + Penalty 2698.880426 = -400713.852944
  nChanged 80
		SP:Iteration 30Q (91351.540000 sec): 3 clusters
  Score: Raw -403487.813564 + Penalty 2698.880426 = -400788.933137
  nChanged 66
		SP:Iteration 31Q (91351.610000 sec): 3 clusters
  Score: Raw -403548.685192 + Penalty 2698.880426 = -400849.804766
  nChanged 41
		SP:Iteration 32Q (91351.680000 sec): 3 clusters
  Score: Raw -403586.574655 + Penalty 2698.880426 = -400887.694229
  nChanged 31
		SP:Iteration 33Q (91351.750000 sec): 3 clusters
  Score: Raw -403614.938492 + Penalty 2698.880426 = -400916.058066
  nChanged 17
		SP:Iteration 34Q (91351.830000 sec): 3 clusters
  Score: Raw -403634.297073 + Penalty 2698.880426 = -400935.416647
  nChanged 16
		SP:Iteration 35Q (91351.900000 sec): 3 clusters
  Score: Raw -403652.650718 + Penalty 2698.880426 = -400953.770292
  nChanged 13
		SP:Iteration 36Q (91351.970000 sec): 3 clusters
  Score: Raw -403666.983485 + Penalty 2698.880426 = -400968.103059
  nChanged 11
		SP:Iteration 37Q (91352.050000 sec): 3 clusters
  Score: Raw -403679.977704 + Penalty 2698.880426 = -400981.097278
  nChanged 6
		SP:Iteration 38Q (91352.120000 sec): 3 clusters
  Score: Raw -403689.922443 + Penalty 2698.880426 = -400991.042016
  nChanged 6
		SP:Iteration 39Q (91352.190000 sec): 3 clusters
  Score: Raw -403695.921387 + Penalty 2698.880426 = -400997.040961
  nChanged 3
		SP:Iteration 40F (91352.280000 sec): 3 clusters
  Score: Raw -403706.641959 + Penalty 2698.880426 = -401007.761533
  nChanged 1
		SP:Iteration 41Q (91352.410000 sec): 3 clusters
  Score: Raw -403711.355955 + Penalty 2698.880426 = -401012.475529
  nChanged 1
		SP:Iteration 42Q (91352.480000 sec): 3 clusters
  Score: Raw -403712.419169 + Penalty 2698.880426 = -401013.538742
  nChanged 0
		SP:Iteration 43F (91352.560000 sec): 3 clusters
  Score: Raw -403712.419169 + Penalty 2698.880426 = -401013.538742
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91352.730000 sec): 2 clusters
  Score: Raw -1309650.832988 + Penalty 1540.708507 = -1308110.124481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91352.940000 sec): 3 clusters
  Score: Raw -1302109.841337 + Penalty 3081.417014 = -1299028.424322
  nChanged 5721
		SP:Iteration 1F (91353.120000 sec): 3 clusters
  Score: Raw -1305366.410704 + Penalty 3081.417014 = -1302284.993690
  nChanged 910
		SP:Iteration 2F (91353.330000 sec): 3 clusters
  Score: Raw -1305839.539576 + Penalty 3081.417014 = -1302758.122561
  nChanged 834
		SP:Iteration 3F (91353.530000 sec): 3 clusters
  Score: Raw -1306302.188242 + Penalty 3081.417014 = -1303220.771228
  nChanged 842
		SP:Iteration 4F (91353.710000 sec): 3 clusters
  Score: Raw -1306788.664087 + Penalty 3081.417014 = -1303707.247072
  nChanged 767
		SP:Iteration 5F (91353.900000 sec): 3 clusters
  Score: Raw -1307242.530187 + Penalty 3081.417014 = -1304161.113173
  nChanged 720
		SP:Iteration 6F (91354.110000 sec): 3 clusters
  Score: Raw -1307718.960297 + Penalty 3081.417014 = -1304637.543283
  nChanged 682
		SP:Iteration 7F (91354.330000 sec): 3 clusters
  Score: Raw -1308181.324164 + Penalty 3081.417014 = -1305099.907150
  nChanged 584
		SP:Iteration 8Q (91354.550000 sec): 3 clusters
  Score: Raw -1308580.269846 + Penalty 3081.417014 = -1305498.852832
  nChanged 472
		SP:Iteration 9Q (91354.730000 sec): 3 clusters
  Score: Raw -1308908.775134 + Penalty 3081.417014 = -1305827.358119
  nChanged 410
		SP:Iteration 10Q (91354.930000 sec): 3 clusters
  Score: Raw -1309174.629289 + Penalty 3081.417014 = -1306093.212275
  nChanged 293
		SP:Iteration 11Q (91355.130000 sec): 3 clusters
  Score: Raw -1309370.103689 + Penalty 3081.417014 = -1306288.686675
  nChanged 226
		SP:Iteration 12Q (91355.310000 sec): 3 clusters
  Score: Raw -1309512.714863 + Penalty 3081.417014 = -1306431.297848
  nChanged 165
		SP:Iteration 13Q (91355.520000 sec): 3 clusters
  Score: Raw -1309597.052538 + Penalty 3081.417014 = -1306515.635524
  nChanged 122
		SP:Iteration 14Q (91355.710000 sec): 3 clusters
  Score: Raw -1309654.308447 + Penalty 3081.417014 = -1306572.891433
  nChanged 100
		SP:Iteration 15Q (91355.890000 sec): 3 clusters
  Score: Raw -1309700.421148 + Penalty 3081.417014 = -1306619.004134
  nChanged 84
		SP:Iteration 16Q (91356.090000 sec): 3 clusters
  Score: Raw -1309736.719605 + Penalty 3081.417014 = -1306655.302591
  nChanged 69
		SP:Iteration 17Q (91356.260000 sec): 3 clusters
  Score: Raw -1309767.299919 + Penalty 3081.417014 = -1306685.882905
  nChanged 56
		SP:Iteration 18Q (91356.430000 sec): 3 clusters
  Score: Raw -1309790.378695 + Penalty 3081.417014 = -1306708.961681
  nChanged 46
		SP:Iteration 19Q (91356.610000 sec): 3 clusters
  Score: Raw -1309810.145914 + Penalty 3081.417014 = -1306728.728900
  nChanged 34
		SP:Iteration 20F (91356.840000 sec): 3 clusters
  Score: Raw -1309823.054972 + Penalty 3081.417014 = -1306741.637958
  nChanged 27
		SP:Iteration 21Q (91357.030000 sec): 3 clusters
  Score: Raw -1309834.488909 + Penalty 3081.417014 = -1306753.071895
  nChanged 28
		SP:Iteration 22Q (91357.210000 sec): 3 clusters
  Score: Raw -1309845.436433 + Penalty 3081.417014 = -1306764.019419
  nChanged 24
		SP:Iteration 23Q (91357.390000 sec): 3 clusters
  Score: Raw -1309856.404372 + Penalty 3081.417014 = -1306774.987358
  nChanged 22
		SP:Iteration 24Q (91357.590000 sec): 3 clusters
  Score: Raw -1309865.932015 + Penalty 3081.417014 = -1306784.515001
  nChanged 22
		SP:Iteration 25Q (91357.760000 sec): 3 clusters
  Score: Raw -1309874.209119 + Penalty 3081.417014 = -1306792.792105
  nChanged 17
		SP:Iteration 26Q (91357.940000 sec): 3 clusters
  Score: Raw -1309879.468782 + Penalty 3081.417014 = -1306798.051768
  nChanged 10
		SP:Iteration 27Q (91358.140000 sec): 3 clusters
  Score: Raw -1309885.734855 + Penalty 3081.417014 = -1306804.317841
  nChanged 14
		SP:Iteration 28Q (91358.310000 sec): 3 clusters
  Score: Raw -1309890.512968 + Penalty 3081.417014 = -1306809.095954
  nChanged 12
		SP:Iteration 29Q (91358.490000 sec): 3 clusters
  Score: Raw -1309894.513632 + Penalty 3081.417014 = -1306813.096618
  nChanged 9
		SP:Iteration 30Q (91358.690000 sec): 3 clusters
  Score: Raw -1309898.323372 + Penalty 3081.417014 = -1306816.906358
  nChanged 15
		SP:Iteration 31Q (91358.860000 sec): 3 clusters
  Score: Raw -1309903.862957 + Penalty 3081.417014 = -1306822.445943
  nChanged 16
		SP:Iteration 32Q (91359.040000 sec): 3 clusters
  Score: Raw -1309911.936427 + Penalty 3081.417014 = -1306830.519413
  nChanged 13
		SP:Iteration 33Q (91359.230000 sec): 3 clusters
  Score: Raw -1309918.655504 + Penalty 3081.417014 = -1306837.238490
  nChanged 17
		SP:Iteration 34Q (91359.400000 sec): 3 clusters
  Score: Raw -1309926.649825 + Penalty 3081.417014 = -1306845.232811
  nChanged 16
		SP:Iteration 35Q (91359.580000 sec): 3 clusters
  Score: Raw -1309934.327545 + Penalty 3081.417014 = -1306852.910531
  nChanged 13
		SP:Iteration 36Q (91359.770000 sec): 3 clusters
  Score: Raw -1309939.166818 + Penalty 3081.417014 = -1306857.749804
  nChanged 7
		SP:Iteration 37Q (91359.940000 sec): 3 clusters
  Score: Raw -1309941.688190 + Penalty 3081.417014 = -1306860.271176
  nChanged 7
		SP:Iteration 38Q (91360.140000 sec): 3 clusters
  Score: Raw -1309944.323039 + Penalty 3081.417014 = -1306862.906025
  nChanged 8
		SP:Iteration 39Q (91360.300000 sec): 3 clusters
  Score: Raw -1309946.815657 + Penalty 3081.417014 = -1306865.398643
  nChanged 11
		SP:Iteration 40F (91360.480000 sec): 3 clusters
  Score: Raw -1309951.411331 + Penalty 3081.417014 = -1306869.994317
  nChanged 10
		SP:Iteration 41Q (91360.660000 sec): 3 clusters
  Score: Raw -1309956.492505 + Penalty 3081.417014 = -1306875.075491
  nChanged 9
		SP:Iteration 42Q (91360.860000 sec): 3 clusters
  Score: Raw -1309959.143268 + Penalty 3081.417014 = -1306877.726254
  nChanged 6
		SP:Iteration 43Q (91361.040000 sec): 3 clusters
  Score: Raw -1309961.483930 + Penalty 3081.417014 = -1306880.066916
  nChanged 3
		SP:Iteration 44Q (91361.210000 sec): 3 clusters
  Score: Raw -1309962.661417 + Penalty 3081.417014 = -1306881.244403
  nChanged 1
		SP:Iteration 45Q (91361.400000 sec): 3 clusters
  Score: Raw -1309963.052977 + Penalty 3081.417014 = -1306881.635963
  nChanged 2
		SP:Iteration 46Q (91361.570000 sec): 3 clusters
  Score: Raw -1309963.524449 + Penalty 3081.417014 = -1306882.107435
  nChanged 4
		SP:Iteration 47Q (91361.740000 sec): 3 clusters
  Score: Raw -1309964.515943 + Penalty 3081.417014 = -1306883.098929
  nChanged 1
		SP:Iteration 48Q (91361.960000 sec): 3 clusters
  Score: Raw -1309964.700342 + Penalty 3081.417014 = -1306883.283328
  nChanged 1
		SP:Iteration 49Q (91362.130000 sec): 3 clusters
  Score: Raw -1309965.029018 + Penalty 3081.417014 = -1306883.612004
  nChanged 2
		SP:Iteration 50Q (91362.300000 sec): 3 clusters
  Score: Raw -1309965.840261 + Penalty 3081.417014 = -1306884.423247
  nChanged 1
		SP:Iteration 51Q (91362.500000 sec): 3 clusters
  Score: Raw -1309966.059883 + Penalty 3081.417014 = -1306884.642869
  nChanged 1
		SP:Iteration 52Q (91362.670000 sec): 3 clusters
  Score: Raw -1309966.925847 + Penalty 3081.417014 = -1306885.508833
  nChanged 3
		SP:Iteration 53Q (91362.840000 sec): 3 clusters
  Score: Raw -1309968.656216 + Penalty 3081.417014 = -1306887.239202
  nChanged 2
		SP:Iteration 54Q (91363.050000 sec): 3 clusters
  Score: Raw -1309969.389153 + Penalty 3081.417014 = -1306887.972139
  nChanged 1
		SP:Iteration 55Q (91363.220000 sec): 3 clusters
  Score: Raw -1309969.597632 + Penalty 3081.417014 = -1306888.180618
  nChanged 2
		SP:Iteration 56Q (91363.390000 sec): 3 clusters
  Score: Raw -1309969.991683 + Penalty 3081.417014 = -1306888.574668
  nChanged 1
		SP:Iteration 57Q (91363.600000 sec): 3 clusters
  Score: Raw -1309970.497083 + Penalty 3081.417014 = -1306889.080069
  nChanged 1
		SP:Iteration 58Q (91363.780000 sec): 3 clusters
  Score: Raw -1309970.727036 + Penalty 3081.417014 = -1306889.310022
  nChanged 0
		SP:Iteration 59F (91363.960000 sec): 3 clusters
  Score: Raw -1309970.727036 + Penalty 3081.417014 = -1306889.310022
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (5059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91364.070000 sec): 2 clusters
  Score: Raw -539564.462190 + Penalty 1385.950169 = -538178.512021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91364.170000 sec): 3 clusters
  Score: Raw -536909.422222 + Penalty 2771.900337 = -534137.521885
  nChanged 2069
		SP:Iteration 1F (91364.260000 sec): 3 clusters
  Score: Raw -538030.954313 + Penalty 2771.900337 = -535259.053976
  nChanged 341
		SP:Iteration 2F (91364.360000 sec): 3 clusters
  Score: Raw -538218.459977 + Penalty 2771.900337 = -535446.559640
  nChanged 252
		SP:Iteration 3Q (91364.450000 sec): 3 clusters
  Score: Raw -538336.122061 + Penalty 2771.900337 = -535564.221724
  nChanged 204
		SP:Iteration 4Q (91364.550000 sec): 3 clusters
  Score: Raw -538442.880290 + Penalty 2771.900337 = -535670.979953
  nChanged 168
		SP:Iteration 5Q (91364.640000 sec): 3 clusters
  Score: Raw -538542.079675 + Penalty 2771.900337 = -535770.179338
  nChanged 158
		SP:Iteration 6Q (91364.740000 sec): 3 clusters
  Score: Raw -538621.134974 + Penalty 2771.900337 = -535849.234637
  nChanged 147
		SP:Iteration 7Q (91364.840000 sec): 3 clusters
  Score: Raw -538690.591200 + Penalty 2771.900337 = -535918.690863
  nChanged 152
		SP:Iteration 8Q (91364.930000 sec): 3 clusters
  Score: Raw -538791.955685 + Penalty 2771.900337 = -536020.055348
  nChanged 158
		SP:Iteration 9Q (91365.030000 sec): 3 clusters
  Score: Raw -538891.607541 + Penalty 2771.900337 = -536119.707204
  nChanged 132
		SP:Iteration 10Q (91365.120000 sec): 3 clusters
  Score: Raw -538977.952329 + Penalty 2771.900337 = -536206.051991
  nChanged 138
		SP:Iteration 11Q (91365.220000 sec): 3 clusters
  Score: Raw -539058.520799 + Penalty 2771.900337 = -536286.620462
  nChanged 129
		SP:Iteration 12Q (91365.310000 sec): 3 clusters
  Score: Raw -539133.194644 + Penalty 2771.900337 = -536361.294307
  nChanged 133
		SP:Iteration 13Q (91365.410000 sec): 3 clusters
  Score: Raw -539217.093843 + Penalty 2771.900337 = -536445.193506
  nChanged 123
		SP:Iteration 14Q (91365.500000 sec): 3 clusters
  Score: Raw -539300.821079 + Penalty 2771.900337 = -536528.920741
  nChanged 112
		SP:Iteration 15Q (91365.600000 sec): 3 clusters
  Score: Raw -539382.406439 + Penalty 2771.900337 = -536610.506101
  nChanged 95
		SP:Iteration 16Q (91365.690000 sec): 3 clusters
  Score: Raw -539437.556113 + Penalty 2771.900337 = -536665.655775
  nChanged 85
		SP:Iteration 17Q (91365.780000 sec): 3 clusters
  Score: Raw -539494.107903 + Penalty 2771.900337 = -536722.207566
  nChanged 89
		SP:Iteration 18Q (91365.870000 sec): 3 clusters
  Score: Raw -539547.830368 + Penalty 2771.900337 = -536775.930031
  nChanged 72
		SP:Iteration 19Q (91365.960000 sec): 3 clusters
  Score: Raw -539585.577498 + Penalty 2771.900337 = -536813.677161
  nChanged 58
		SP:Iteration 20F (91366.060000 sec): 3 clusters
  Score: Raw -539618.280411 + Penalty 2771.900337 = -536846.380074
  nChanged 48
		SP:Iteration 21Q (91366.150000 sec): 3 clusters
  Score: Raw -539641.681008 + Penalty 2771.900337 = -536869.780671
  nChanged 32
		SP:Iteration 22Q (91366.240000 sec): 3 clusters
  Score: Raw -539655.586774 + Penalty 2771.900337 = -536883.686436
  nChanged 23
		SP:Iteration 23Q (91366.330000 sec): 3 clusters
  Score: Raw -539666.610884 + Penalty 2771.900337 = -536894.710547
  nChanged 20
		SP:Iteration 24Q (91366.420000 sec): 3 clusters
  Score: Raw -539675.922927 + Penalty 2771.900337 = -536904.022589
  nChanged 21
		SP:Iteration 25Q (91366.510000 sec): 3 clusters
  Score: Raw -539686.817267 + Penalty 2771.900337 = -536914.916930
  nChanged 22
		SP:Iteration 26Q (91366.600000 sec): 3 clusters
  Score: Raw -539700.864745 + Penalty 2771.900337 = -536928.964408
  nChanged 28
		SP:Iteration 27Q (91366.700000 sec): 3 clusters
  Score: Raw -539716.068755 + Penalty 2771.900337 = -536944.168418
  nChanged 26
		SP:Iteration 28Q (91366.790000 sec): 3 clusters
  Score: Raw -539727.384644 + Penalty 2771.900337 = -536955.484307
  nChanged 21
		SP:Iteration 29Q (91366.880000 sec): 3 clusters
  Score: Raw -539736.455663 + Penalty 2771.900337 = -536964.555326
  nChanged 17
		SP:Iteration 30Q (91366.970000 sec): 3 clusters
  Score: Raw -539745.120898 + Penalty 2771.900337 = -536973.220561
  nChanged 20
		SP:Iteration 31Q (91367.060000 sec): 3 clusters
  Score: Raw -539753.838646 + Penalty 2771.900337 = -536981.938309
  nChanged 13
		SP:Iteration 32Q (91367.150000 sec): 3 clusters
  Score: Raw -539759.805690 + Penalty 2771.900337 = -536987.905353
  nChanged 9
		SP:Iteration 33Q (91367.240000 sec): 3 clusters
  Score: Raw -539764.962475 + Penalty 2771.900337 = -536993.062137
  nChanged 9
		SP:Iteration 34Q (91367.330000 sec): 3 clusters
  Score: Raw -539770.498698 + Penalty 2771.900337 = -536998.598360
  nChanged 15
		SP:Iteration 35Q (91367.420000 sec): 3 clusters
  Score: Raw -539778.713398 + Penalty 2771.900337 = -537006.813061
  nChanged 14
		SP:Iteration 36Q (91367.510000 sec): 3 clusters
  Score: Raw -539785.789978 + Penalty 2771.900337 = -537013.889641
  nChanged 9
		SP:Iteration 37Q (91367.600000 sec): 3 clusters
  Score: Raw -539789.827201 + Penalty 2771.900337 = -537017.926863
  nChanged 9
		SP:Iteration 38Q (91367.690000 sec): 3 clusters
  Score: Raw -539794.398672 + Penalty 2771.900337 = -537022.498335
  nChanged 10
		SP:Iteration 39Q (91367.780000 sec): 3 clusters
  Score: Raw -539799.198176 + Penalty 2771.900337 = -537027.297839
  nChanged 11
		SP:Iteration 40F (91367.870000 sec): 3 clusters
  Score: Raw -539804.951309 + Penalty 2771.900337 = -537033.050972
  nChanged 10
		SP:Iteration 41Q (91367.960000 sec): 3 clusters
  Score: Raw -539810.991292 + Penalty 2771.900337 = -537039.090955
  nChanged 5
		SP:Iteration 42Q (91368.050000 sec): 3 clusters
  Score: Raw -539813.427790 + Penalty 2771.900337 = -537041.527453
  nChanged 8
		SP:Iteration 43Q (91368.140000 sec): 3 clusters
  Score: Raw -539816.873868 + Penalty 2771.900337 = -537044.973531
  nChanged 7
		SP:Iteration 44Q (91368.230000 sec): 3 clusters
  Score: Raw -539820.790676 + Penalty 2771.900337 = -537048.890339
  nChanged 7
		SP:Iteration 45Q (91368.320000 sec): 3 clusters
  Score: Raw -539824.600023 + Penalty 2771.900337 = -537052.699685
  nChanged 4
		SP:Iteration 46Q (91368.410000 sec): 3 clusters
  Score: Raw -539825.801419 + Penalty 2771.900337 = -537053.901081
  nChanged 1
		SP:Iteration 47Q (91368.500000 sec): 3 clusters
  Score: Raw -539826.307638 + Penalty 2771.900337 = -537054.407300
  nChanged 2
		SP:Iteration 48Q (91368.590000 sec): 3 clusters
  Score: Raw -539826.951231 + Penalty 2771.900337 = -537055.050893
  nChanged 1
		SP:Iteration 49Q (91368.680000 sec): 3 clusters
  Score: Raw -539827.184069 + Penalty 2771.900337 = -537055.283732
  nChanged 0
		SP:Iteration 50F (91368.780000 sec): 3 clusters
  Score: Raw -539827.184069 + Penalty 2771.900337 = -537055.283732
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91368.850000 sec): 2 clusters
  Score: Raw -380182.115022 + Penalty 1350.562289 = -378831.552733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91368.930000 sec): 3 clusters
  Score: Raw -378166.242386 + Penalty 2701.124578 = -375465.117808
  nChanged 1621
		SP:Iteration 1F (91369.010000 sec): 3 clusters
  Score: Raw -379014.204797 + Penalty 2701.124578 = -376313.080219
  nChanged 310
		SP:Iteration 2F (91369.090000 sec): 3 clusters
  Score: Raw -379205.880077 + Penalty 2701.124578 = -376504.755499
  nChanged 251
		SP:Iteration 3F (91369.160000 sec): 3 clusters
  Score: Raw -379378.690344 + Penalty 2701.124578 = -376677.565766
  nChanged 234
		SP:Iteration 4F (91369.240000 sec): 3 clusters
  Score: Raw -379541.627521 + Penalty 2701.124578 = -376840.502943
  nChanged 180
		SP:Iteration 5Q (91369.320000 sec): 3 clusters
  Score: Raw -379658.177681 + Penalty 2701.124578 = -376957.053103
  nChanged 165
		SP:Iteration 6Q (91369.400000 sec): 3 clusters
  Score: Raw -379759.985778 + Penalty 2701.124578 = -377058.861200
  nChanged 151
		SP:Iteration 7Q (91369.470000 sec): 3 clusters
  Score: Raw -379839.753271 + Penalty 2701.124578 = -377138.628693
  nChanged 108
		SP:Iteration 8Q (91369.550000 sec): 3 clusters
  Score: Raw -379893.831015 + Penalty 2701.124578 = -377192.706437
  nChanged 93
		SP:Iteration 9Q (91369.630000 sec): 3 clusters
  Score: Raw -379937.798411 + Penalty 2701.124578 = -377236.673833
  nChanged 81
		SP:Iteration 10Q (91369.700000 sec): 3 clusters
  Score: Raw -379985.620429 + Penalty 2701.124578 = -377284.495851
  nChanged 80
		SP:Iteration 11Q (91369.780000 sec): 3 clusters
  Score: Raw -380029.395927 + Penalty 2701.124578 = -377328.271349
  nChanged 57
		SP:Iteration 12Q (91369.860000 sec): 3 clusters
  Score: Raw -380066.372015 + Penalty 2701.124578 = -377365.247437
  nChanged 58
		SP:Iteration 13Q (91369.930000 sec): 3 clusters
  Score: Raw -380106.535684 + Penalty 2701.124578 = -377405.411105
  nChanged 59
		SP:Iteration 14Q (91370.010000 sec): 3 clusters
  Score: Raw -380144.282849 + Penalty 2701.124578 = -377443.158271
  nChanged 44
		SP:Iteration 15Q (91370.080000 sec): 3 clusters
  Score: Raw -380164.731719 + Penalty 2701.124578 = -377463.607141
  nChanged 38
		SP:Iteration 16Q (91370.160000 sec): 3 clusters
  Score: Raw -380186.329709 + Penalty 2701.124578 = -377485.205131
  nChanged 36
		SP:Iteration 17Q (91370.240000 sec): 3 clusters
  Score: Raw -380207.188551 + Penalty 2701.124578 = -377506.063972
  nChanged 32
		SP:Iteration 18Q (91370.310000 sec): 3 clusters
  Score: Raw -380226.161762 + Penalty 2701.124578 = -377525.037184
  nChanged 41
		SP:Iteration 19Q (91370.390000 sec): 3 clusters
  Score: Raw -380251.684255 + Penalty 2701.124578 = -377550.559677
  nChanged 49
		SP:Iteration 20F (91370.460000 sec): 3 clusters
  Score: Raw -380279.863497 + Penalty 2701.124578 = -377578.738919
  nChanged 32
		SP:Iteration 21Q (91370.540000 sec): 3 clusters
  Score: Raw -380297.200604 + Penalty 2701.124578 = -377596.076026
  nChanged 27
		SP:Iteration 22Q (91370.620000 sec): 3 clusters
  Score: Raw -380312.588668 + Penalty 2701.124578 = -377611.464090
  nChanged 30
		SP:Iteration 23Q (91370.690000 sec): 3 clusters
  Score: Raw -380329.159263 + Penalty 2701.124578 = -377628.034684
  nChanged 30
		SP:Iteration 24Q (91370.760000 sec): 3 clusters
  Score: Raw -380344.358141 + Penalty 2701.124578 = -377643.233562
  nChanged 32
		SP:Iteration 25Q (91370.840000 sec): 3 clusters
  Score: Raw -380361.148330 + Penalty 2701.124578 = -377660.023752
  nChanged 41
		SP:Iteration 26Q (91370.910000 sec): 3 clusters
  Score: Raw -380394.161625 + Penalty 2701.124578 = -377693.037046
  nChanged 50
		SP:Iteration 27Q (91370.990000 sec): 3 clusters
  Score: Raw -380433.403264 + Penalty 2701.124578 = -377732.278686
  nChanged 50
		SP:Iteration 28Q (91371.060000 sec): 3 clusters
  Score: Raw -380483.100060 + Penalty 2701.124578 = -377781.975482
  nChanged 43
		SP:Iteration 29Q (91371.140000 sec): 3 clusters
  Score: Raw -380518.931116 + Penalty 2701.124578 = -377817.806538
  nChanged 47
		SP:Iteration 30Q (91371.210000 sec): 3 clusters
  Score: Raw -380565.795454 + Penalty 2701.124578 = -377864.670876
  nChanged 59
		SP:Iteration 31Q (91371.280000 sec): 3 clusters
  Score: Raw -380622.174613 + Penalty 2701.124578 = -377921.050035
  nChanged 61
		SP:Iteration 32Q (91371.350000 sec): 3 clusters
  Score: Raw -380669.194239 + Penalty 2701.124578 = -377968.069661
  nChanged 55
		SP:Iteration 33Q (91371.420000 sec): 3 clusters
  Score: Raw -380723.715092 + Penalty 2701.124578 = -378022.590514
  nChanged 60
		SP:Iteration 34Q (91371.500000 sec): 3 clusters
  Score: Raw -380819.362240 + Penalty 2701.124578 = -378118.237662
  nChanged 75
		SP:Iteration 35Q (91371.570000 sec): 3 clusters
  Score: Raw -380974.502675 + Penalty 2701.124578 = -378273.378097
  nChanged 87
		SP:Iteration 36Q (91371.640000 sec): 3 clusters
  Score: Raw -381136.266260 + Penalty 2701.124578 = -378435.141682
  nChanged 60
		SP:Iteration 37Q (91371.710000 sec): 3 clusters
  Score: Raw -381226.677388 + Penalty 2701.124578 = -378525.552809
  nChanged 59
		SP:Iteration 38Q (91371.780000 sec): 3 clusters
  Score: Raw -381280.818161 + Penalty 2701.124578 = -378579.693583
  nChanged 37
		SP:Iteration 39Q (91371.850000 sec): 3 clusters
  Score: Raw -381306.209979 + Penalty 2701.124578 = -378605.085401
  nChanged 31
		SP:Iteration 40F (91371.930000 sec): 3 clusters
  Score: Raw -381330.391934 + Penalty 2701.124578 = -378629.267356
  nChanged 25
		SP:Iteration 41Q (91372.000000 sec): 3 clusters
  Score: Raw -381345.113099 + Penalty 2701.124578 = -378643.988521
  nChanged 22
		SP:Iteration 42Q (91372.070000 sec): 3 clusters
  Score: Raw -381364.249415 + Penalty 2701.124578 = -378663.124837
  nChanged 23
		SP:Iteration 43Q (91372.140000 sec): 3 clusters
  Score: Raw -381377.823135 + Penalty 2701.124578 = -378676.698557
  nChanged 15
		SP:Iteration 44Q (91372.210000 sec): 3 clusters
  Score: Raw -381385.302192 + Penalty 2701.124578 = -378684.177614
  nChanged 8
		SP:Iteration 45Q (91372.280000 sec): 3 clusters
  Score: Raw -381388.033927 + Penalty 2701.124578 = -378686.909349
  nChanged 2
		SP:Iteration 46Q (91372.350000 sec): 3 clusters
  Score: Raw -381389.270887 + Penalty 2701.124578 = -378688.146309
  nChanged 4
		SP:Iteration 47Q (91372.420000 sec): 3 clusters
  Score: Raw -381392.691537 + Penalty 2701.124578 = -378691.566959
  nChanged 4
		SP:Iteration 48Q (91372.490000 sec): 3 clusters
  Score: Raw -381394.084071 + Penalty 2701.124578 = -378692.959493
  nChanged 4
		SP:Iteration 49Q (91372.560000 sec): 3 clusters
  Score: Raw -381396.135311 + Penalty 2701.124578 = -378695.010733
  nChanged 6
		SP:Iteration 50Q (91372.630000 sec): 3 clusters
  Score: Raw -381398.550718 + Penalty 2701.124578 = -378697.426140
  nChanged 3
		SP:Iteration 51Q (91372.700000 sec): 3 clusters
  Score: Raw -381399.681568 + Penalty 2701.124578 = -378698.556990
  nChanged 3
		SP:Iteration 52Q (91372.780000 sec): 3 clusters
  Score: Raw -381401.112815 + Penalty 2701.124578 = -378699.988237
  nChanged 4
		SP:Iteration 53Q (91372.840000 sec): 3 clusters
  Score: Raw -381402.942351 + Penalty 2701.124578 = -378701.817773
  nChanged 3
		SP:Iteration 54Q (91372.920000 sec): 3 clusters
  Score: Raw -381404.799795 + Penalty 2701.124578 = -378703.675217
  nChanged 2
		SP:Iteration 55Q (91372.980000 sec): 3 clusters
  Score: Raw -381405.081481 + Penalty 2701.124578 = -378703.956903
  nChanged 0
		SP:Iteration 56F (91373.060000 sec): 3 clusters
  Score: Raw -381405.081481 + Penalty 2701.124578 = -378703.956903
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91373.200000 sec): 2 clusters
  Score: Raw -1250925.382819 + Penalty 1537.264122 = -1249388.118697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91373.420000 sec): 3 clusters
  Score: Raw -1243504.260350 + Penalty 3074.528244 = -1240429.732106
  nChanged 5626
		SP:Iteration 1F (91373.620000 sec): 3 clusters
  Score: Raw -1246628.602052 + Penalty 3074.528244 = -1243554.073808
  nChanged 763
		SP:Iteration 2F (91373.810000 sec): 3 clusters
  Score: Raw -1246943.319235 + Penalty 3074.528244 = -1243868.790991
  nChanged 670
		SP:Iteration 3F (91374.010000 sec): 3 clusters
  Score: Raw -1247226.415051 + Penalty 3074.528244 = -1244151.886807
  nChanged 633
		SP:Iteration 4Q (91374.220000 sec): 3 clusters
  Score: Raw -1247521.426454 + Penalty 3074.528244 = -1244446.898210
  nChanged 611
		SP:Iteration 5Q (91374.410000 sec): 3 clusters
  Score: Raw -1247838.069826 + Penalty 3074.528244 = -1244763.541582
  nChanged 584
		SP:Iteration 6Q (91374.610000 sec): 3 clusters
  Score: Raw -1248155.478272 + Penalty 3074.528244 = -1245080.950028
  nChanged 573
		SP:Iteration 7Q (91374.810000 sec): 3 clusters
  Score: Raw -1248446.521614 + Penalty 3074.528244 = -1245371.993370
  nChanged 522
		SP:Iteration 8Q (91375.010000 sec): 3 clusters
  Score: Raw -1248695.204169 + Penalty 3074.528244 = -1245620.675925
  nChanged 457
		SP:Iteration 9Q (91375.200000 sec): 3 clusters
  Score: Raw -1248893.821205 + Penalty 3074.528244 = -1245819.292960
  nChanged 412
		SP:Iteration 10Q (91375.400000 sec): 3 clusters
  Score: Raw -1249061.786939 + Penalty 3074.528244 = -1245987.258695
  nChanged 350
		SP:Iteration 11Q (91375.590000 sec): 3 clusters
  Score: Raw -1249203.837855 + Penalty 3074.528244 = -1246129.309611
  nChanged 307
		SP:Iteration 12Q (91375.790000 sec): 3 clusters
  Score: Raw -1249320.587140 + Penalty 3074.528244 = -1246246.058896
  nChanged 260
		SP:Iteration 13Q (91375.990000 sec): 3 clusters
  Score: Raw -1249427.382632 + Penalty 3074.528244 = -1246352.854388
  nChanged 277
		SP:Iteration 14Q (91376.180000 sec): 3 clusters
  Score: Raw -1249525.620301 + Penalty 3074.528244 = -1246451.092057
  nChanged 262
		SP:Iteration 15Q (91376.380000 sec): 3 clusters
  Score: Raw -1249612.365780 + Penalty 3074.528244 = -1246537.837536
  nChanged 230
		SP:Iteration 16Q (91376.570000 sec): 3 clusters
  Score: Raw -1249684.874105 + Penalty 3074.528244 = -1246610.345861
  nChanged 198
		SP:Iteration 17Q (91376.770000 sec): 3 clusters
  Score: Raw -1249744.775176 + Penalty 3074.528244 = -1246670.246932
  nChanged 196
		SP:Iteration 18Q (91376.960000 sec): 3 clusters
  Score: Raw -1249809.934928 + Penalty 3074.528244 = -1246735.406684
  nChanged 208
		SP:Iteration 19Q (91377.170000 sec): 3 clusters
  Score: Raw -1249877.112888 + Penalty 3074.528244 = -1246802.584644
  nChanged 215
		SP:Iteration 20F (91377.350000 sec): 3 clusters
  Score: Raw -1249947.921305 + Penalty 3074.528244 = -1246873.393061
  nChanged 194
		SP:Iteration 21Q (91377.540000 sec): 3 clusters
  Score: Raw -1250012.163120 + Penalty 3074.528244 = -1246937.634876
  nChanged 181
		SP:Iteration 22Q (91377.730000 sec): 3 clusters
  Score: Raw -1250075.609843 + Penalty 3074.528244 = -1247001.081598
  nChanged 202
		SP:Iteration 23Q (91377.930000 sec): 3 clusters
  Score: Raw -1250155.015831 + Penalty 3074.528244 = -1247080.487586
  nChanged 196
		SP:Iteration 24Q (91378.110000 sec): 3 clusters
  Score: Raw -1250242.249497 + Penalty 3074.528244 = -1247167.721252
  nChanged 219
		SP:Iteration 25Q (91378.300000 sec): 3 clusters
  Score: Raw -1250350.394009 + Penalty 3074.528244 = -1247275.865764
  nChanged 212
		SP:Iteration 26Q (91378.490000 sec): 3 clusters
  Score: Raw -1250450.137941 + Penalty 3074.528244 = -1247375.609697
  nChanged 215
		SP:Iteration 27Q (91378.690000 sec): 3 clusters
  Score: Raw -1250551.879164 + Penalty 3074.528244 = -1247477.350920
  nChanged 212
		SP:Iteration 28Q (91378.880000 sec): 3 clusters
  Score: Raw -1250660.280459 + Penalty 3074.528244 = -1247585.752215
  nChanged 202
		SP:Iteration 29Q (91379.070000 sec): 3 clusters
  Score: Raw -1250749.859357 + Penalty 3074.528244 = -1247675.331113
  nChanged 148
		SP:Iteration 30Q (91379.250000 sec): 3 clusters
  Score: Raw -1250811.949497 + Penalty 3074.528244 = -1247737.421253
  nChanged 138
		SP:Iteration 31Q (91379.460000 sec): 3 clusters
  Score: Raw -1250862.848895 + Penalty 3074.528244 = -1247788.320651
  nChanged 115
		SP:Iteration 32Q (91379.640000 sec): 3 clusters
  Score: Raw -1250904.300811 + Penalty 3074.528244 = -1247829.772567
  nChanged 107
		SP:Iteration 33Q (91379.820000 sec): 3 clusters
  Score: Raw -1250943.638106 + Penalty 3074.528244 = -1247869.109861
  nChanged 107
		SP:Iteration 34Q (91380.000000 sec): 3 clusters
  Score: Raw -1250978.783300 + Penalty 3074.528244 = -1247904.255056
  nChanged 74
		SP:Iteration 35Q (91380.200000 sec): 3 clusters
  Score: Raw -1251005.888458 + Penalty 3074.528244 = -1247931.360214
  nChanged 77
		SP:Iteration 36Q (91380.380000 sec): 3 clusters
  Score: Raw -1251034.052755 + Penalty 3074.528244 = -1247959.524511
  nChanged 71
		SP:Iteration 37Q (91380.560000 sec): 3 clusters
  Score: Raw -1251061.406707 + Penalty 3074.528244 = -1247986.878463
  nChanged 62
		SP:Iteration 38Q (91380.760000 sec): 3 clusters
  Score: Raw -1251085.921558 + Penalty 3074.528244 = -1248011.393313
  nChanged 56
		SP:Iteration 39Q (91380.940000 sec): 3 clusters
  Score: Raw -1251111.005626 + Penalty 3074.528244 = -1248036.477382
  nChanged 56
		SP:Iteration 40F (91381.130000 sec): 3 clusters
  Score: Raw -1251133.053318 + Penalty 3074.528244 = -1248058.525073
  nChanged 50
		SP:Iteration 41Q (91381.330000 sec): 3 clusters
  Score: Raw -1251151.340648 + Penalty 3074.528244 = -1248076.812404
  nChanged 33
		SP:Iteration 42Q (91381.510000 sec): 3 clusters
  Score: Raw -1251162.233058 + Penalty 3074.528244 = -1248087.704813
  nChanged 31
		SP:Iteration 43Q (91381.680000 sec): 3 clusters
  Score: Raw -1251174.848032 + Penalty 3074.528244 = -1248100.319788
  nChanged 36
		SP:Iteration 44Q (91381.880000 sec): 3 clusters
  Score: Raw -1251188.314774 + Penalty 3074.528244 = -1248113.786530
  nChanged 31
		SP:Iteration 45Q (91382.060000 sec): 3 clusters
  Score: Raw -1251199.251038 + Penalty 3074.528244 = -1248124.722794
  nChanged 29
		SP:Iteration 46Q (91382.240000 sec): 3 clusters
  Score: Raw -1251208.368315 + Penalty 3074.528244 = -1248133.840071
  nChanged 22
		SP:Iteration 47Q (91382.410000 sec): 3 clusters
  Score: Raw -1251214.909313 + Penalty 3074.528244 = -1248140.381069
  nChanged 13
		SP:Iteration 48Q (91382.600000 sec): 3 clusters
  Score: Raw -1251220.599318 + Penalty 3074.528244 = -1248146.071074
  nChanged 16
		SP:Iteration 49Q (91382.770000 sec): 3 clusters
  Score: Raw -1251226.110512 + Penalty 3074.528244 = -1248151.582267
  nChanged 10
		SP:Iteration 50Q (91382.970000 sec): 3 clusters
  Score: Raw -1251228.944434 + Penalty 3074.528244 = -1248154.416190
  nChanged 8
		SP:Iteration 51Q (91383.150000 sec): 3 clusters
  Score: Raw -1251231.036610 + Penalty 3074.528244 = -1248156.508366
  nChanged 10
		SP:Iteration 52Q (91383.330000 sec): 3 clusters
  Score: Raw -1251233.822407 + Penalty 3074.528244 = -1248159.294163
  nChanged 9
		SP:Iteration 53Q (91383.530000 sec): 3 clusters
  Score: Raw -1251235.984352 + Penalty 3074.528244 = -1248161.456108
  nChanged 6
		SP:Iteration 54Q (91383.700000 sec): 3 clusters
  Score: Raw -1251238.027306 + Penalty 3074.528244 = -1248163.499062
  nChanged 6
		SP:Iteration 55Q (91383.880000 sec): 3 clusters
  Score: Raw -1251239.233886 + Penalty 3074.528244 = -1248164.705642
  nChanged 6
		SP:Iteration 56Q (91384.070000 sec): 3 clusters
  Score: Raw -1251240.499180 + Penalty 3074.528244 = -1248165.970936
  nChanged 5
		SP:Iteration 57Q (91384.250000 sec): 3 clusters
  Score: Raw -1251241.958866 + Penalty 3074.528244 = -1248167.430622
  nChanged 3
		SP:Iteration 58Q (91384.430000 sec): 3 clusters
  Score: Raw -1251242.466813 + Penalty 3074.528244 = -1248167.938569
  nChanged 2
		SP:Iteration 59Q (91384.620000 sec): 3 clusters
  Score: Raw -1251242.974144 + Penalty 3074.528244 = -1248168.445900
  nChanged 3
		SP:Iteration 60F (91384.800000 sec): 3 clusters
  Score: Raw -1251244.044727 + Penalty 3074.528244 = -1248169.516483
  nChanged 2
		SP:Iteration 61Q (91384.970000 sec): 3 clusters
  Score: Raw -1251244.478499 + Penalty 3074.528244 = -1248169.950255
  nChanged 1
		SP:Iteration 62Q (91385.150000 sec): 3 clusters
  Score: Raw -1251244.986141 + Penalty 3074.528244 = -1248170.457897
  nChanged 2
		SP:Iteration 63Q (91385.330000 sec): 3 clusters
  Score: Raw -1251245.617970 + Penalty 3074.528244 = -1248171.089726
  nChanged 4
		SP:Iteration 64Q (91385.510000 sec): 3 clusters
  Score: Raw -1251246.664444 + Penalty 3074.528244 = -1248172.136200
  nChanged 5
		SP:Iteration 65Q (91385.710000 sec): 3 clusters
  Score: Raw -1251247.667622 + Penalty 3074.528244 = -1248173.139378
  nChanged 2
		SP:Iteration 66Q (91385.890000 sec): 3 clusters
  Score: Raw -1251248.401690 + Penalty 3074.528244 = -1248173.873446
  nChanged 6
		SP:Iteration 67Q (91386.070000 sec): 3 clusters
  Score: Raw -1251249.991982 + Penalty 3074.528244 = -1248175.463738
  nChanged 7
		SP:Iteration 68Q (91386.260000 sec): 3 clusters
  Score: Raw -1251251.822881 + Penalty 3074.528244 = -1248177.294636
  nChanged 11
		SP:Iteration 69Q (91386.440000 sec): 3 clusters
  Score: Raw -1251255.042646 + Penalty 3074.528244 = -1248180.514402
  nChanged 12
		SP:Iteration 70Q (91386.610000 sec): 3 clusters
  Score: Raw -1251259.185594 + Penalty 3074.528244 = -1248184.657349
  nChanged 10
		SP:Iteration 71Q (91386.790000 sec): 3 clusters
  Score: Raw -1251263.285214 + Penalty 3074.528244 = -1248188.756970
  nChanged 11
		SP:Iteration 72Q (91386.970000 sec): 3 clusters
  Score: Raw -1251267.866125 + Penalty 3074.528244 = -1248193.337880
  nChanged 13
		SP:Iteration 73Q (91387.150000 sec): 3 clusters
  Score: Raw -1251272.112351 + Penalty 3074.528244 = -1248197.584106
  nChanged 8
		SP:Iteration 74Q (91387.350000 sec): 3 clusters
  Score: Raw -1251275.334360 + Penalty 3074.528244 = -1248200.806116
  nChanged 4
		SP:Iteration 75Q (91387.530000 sec): 3 clusters
  Score: Raw -1251276.408494 + Penalty 3074.528244 = -1248201.880250
  nChanged 3
		SP:Iteration 76Q (91387.700000 sec): 3 clusters
  Score: Raw -1251278.221055 + Penalty 3074.528244 = -1248203.692811
  nChanged 4
		SP:Iteration 77Q (91387.900000 sec): 3 clusters
  Score: Raw -1251280.017263 + Penalty 3074.528244 = -1248205.489019
  nChanged 4
		SP:Iteration 78Q (91388.080000 sec): 3 clusters
  Score: Raw -1251281.206947 + Penalty 3074.528244 = -1248206.678703
  nChanged 6
		SP:Iteration 79Q (91388.250000 sec): 3 clusters
  Score: Raw -1251282.836796 + Penalty 3074.528244 = -1248208.308552
  nChanged 5
		SP:Iteration 80F (91388.440000 sec): 3 clusters
  Score: Raw -1251284.738967 + Penalty 3074.528244 = -1248210.210723
  nChanged 2
		SP:Iteration 81Q (91388.630000 sec): 3 clusters
  Score: Raw -1251285.274685 + Penalty 3074.528244 = -1248210.746441
  nChanged 3
		SP:Iteration 82Q (91388.800000 sec): 3 clusters
  Score: Raw -1251286.733733 + Penalty 3074.528244 = -1248212.205489
  nChanged 5
		SP:Iteration 83Q (91388.980000 sec): 3 clusters
  Score: Raw -1251287.541142 + Penalty 3074.528244 = -1248213.012898
  nChanged 0
		SP:Iteration 84F (91389.180000 sec): 3 clusters
  Score: Raw -1251287.541142 + Penalty 3074.528244 = -1248213.012898
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91389.400000 sec): 2 clusters
  Score: Raw -2157770.856434 + Penalty 1616.655967 = -2156154.200467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91389.710000 sec): 3 clusters
  Score: Raw -2145217.412647 + Penalty 3233.311934 = -2141984.100713
  nChanged 9476
		SP:Iteration 1F (91389.980000 sec): 3 clusters
  Score: Raw -2150667.801867 + Penalty 3233.311934 = -2147434.489933
  nChanged 1386
		SP:Iteration 2F (91390.250000 sec): 3 clusters
  Score: Raw -2151481.583431 + Penalty 3233.311934 = -2148248.271497
  nChanged 1611
		SP:Iteration 3F (91390.500000 sec): 3 clusters
  Score: Raw -2152677.946347 + Penalty 3233.311934 = -2149444.634413
  nChanged 1701
		SP:Iteration 4F (91390.770000 sec): 3 clusters
  Score: Raw -2154008.278973 + Penalty 3233.311934 = -2150774.967039
  nChanged 1562
		SP:Iteration 5F (91391.050000 sec): 3 clusters
  Score: Raw -2155196.111639 + Penalty 3233.311934 = -2151962.799705
  nChanged 1230
		SP:Iteration 6F (91391.290000 sec): 3 clusters
  Score: Raw -2156017.039400 + Penalty 3233.311934 = -2152783.727466
  nChanged 921
		SP:Iteration 7Q (91391.580000 sec): 3 clusters
  Score: Raw -2156548.412630 + Penalty 3233.311934 = -2153315.100696
  nChanged 626
		SP:Iteration 8Q (91391.860000 sec): 3 clusters
  Score: Raw -2156894.812997 + Penalty 3233.311934 = -2153661.501063
  nChanged 463
		SP:Iteration 9Q (91392.150000 sec): 3 clusters
  Score: Raw -2157144.548985 + Penalty 3233.311934 = -2153911.237051
  nChanged 378
		SP:Iteration 10Q (91392.430000 sec): 3 clusters
  Score: Raw -2157336.459107 + Penalty 3233.311934 = -2154103.147173
  nChanged 319
		SP:Iteration 11Q (91392.710000 sec): 3 clusters
  Score: Raw -2157505.428543 + Penalty 3233.311934 = -2154272.116609
  nChanged 266
		SP:Iteration 12Q (91392.980000 sec): 3 clusters
  Score: Raw -2157627.343738 + Penalty 3233.311934 = -2154394.031804
  nChanged 220
		SP:Iteration 13Q (91393.230000 sec): 3 clusters
  Score: Raw -2157715.958443 + Penalty 3233.311934 = -2154482.646509
  nChanged 157
		SP:Iteration 14Q (91393.480000 sec): 3 clusters
  Score: Raw -2157773.018887 + Penalty 3233.311934 = -2154539.706953
  nChanged 128
		SP:Iteration 15Q (91393.720000 sec): 3 clusters
  Score: Raw -2157820.056606 + Penalty 3233.311934 = -2154586.744672
  nChanged 110
		SP:Iteration 16Q (91393.990000 sec): 3 clusters
  Score: Raw -2157856.323865 + Penalty 3233.311934 = -2154623.011931
  nChanged 90
		SP:Iteration 17Q (91394.250000 sec): 3 clusters
  Score: Raw -2157880.603325 + Penalty 3233.311934 = -2154647.291391
  nChanged 67
		SP:Iteration 18Q (91394.510000 sec): 3 clusters
  Score: Raw -2157897.080845 + Penalty 3233.311934 = -2154663.768911
  nChanged 60
		SP:Iteration 19Q (91394.750000 sec): 3 clusters
  Score: Raw -2157913.358194 + Penalty 3233.311934 = -2154680.046260
  nChanged 63
		SP:Iteration 20F (91395.020000 sec): 3 clusters
  Score: Raw -2157930.656359 + Penalty 3233.311934 = -2154697.344425
  nChanged 54
		SP:Iteration 21Q (91395.280000 sec): 3 clusters
  Score: Raw -2157946.290099 + Penalty 3233.311934 = -2154712.978165
  nChanged 47
		SP:Iteration 22Q (91395.540000 sec): 3 clusters
  Score: Raw -2157956.905491 + Penalty 3233.311934 = -2154723.593557
  nChanged 42
		SP:Iteration 23Q (91395.800000 sec): 3 clusters
  Score: Raw -2157965.223603 + Penalty 3233.311934 = -2154731.911669
  nChanged 37
		SP:Iteration 24Q (91396.030000 sec): 3 clusters
  Score: Raw -2157973.009227 + Penalty 3233.311934 = -2154739.697293
  nChanged 36
		SP:Iteration 25Q (91396.270000 sec): 3 clusters
  Score: Raw -2157980.089954 + Penalty 3233.311934 = -2154746.778020
  nChanged 27
		SP:Iteration 26Q (91396.500000 sec): 3 clusters
  Score: Raw -2157985.624970 + Penalty 3233.311934 = -2154752.313036
  nChanged 25
		SP:Iteration 27Q (91396.750000 sec): 3 clusters
  Score: Raw -2157991.564339 + Penalty 3233.311934 = -2154758.252405
  nChanged 34
		SP:Iteration 28Q (91396.990000 sec): 3 clusters
  Score: Raw -2157998.093000 + Penalty 3233.311934 = -2154764.781067
  nChanged 32
		SP:Iteration 29Q (91397.220000 sec): 3 clusters
  Score: Raw -2158003.281855 + Penalty 3233.311934 = -2154769.969921
  nChanged 18
		SP:Iteration 30Q (91397.470000 sec): 3 clusters
  Score: Raw -2158006.957048 + Penalty 3233.311934 = -2154773.645114
  nChanged 17
		SP:Iteration 31Q (91397.730000 sec): 3 clusters
  Score: Raw -2158010.272949 + Penalty 3233.311934 = -2154776.961015
  nChanged 12
		SP:Iteration 32Q (91397.970000 sec): 3 clusters
  Score: Raw -2158012.222468 + Penalty 3233.311934 = -2154778.910534
  nChanged 14
		SP:Iteration 33Q (91398.210000 sec): 3 clusters
  Score: Raw -2158013.873786 + Penalty 3233.311934 = -2154780.561853
  nChanged 8
		SP:Iteration 34Q (91398.450000 sec): 3 clusters
  Score: Raw -2158014.837137 + Penalty 3233.311934 = -2154781.525203
  nChanged 10
		SP:Iteration 35Q (91398.680000 sec): 3 clusters
  Score: Raw -2158015.963184 + Penalty 3233.311934 = -2154782.651251
  nChanged 6
		SP:Iteration 36Q (91398.930000 sec): 3 clusters
  Score: Raw -2158016.721165 + Penalty 3233.311934 = -2154783.409231
  nChanged 11
		SP:Iteration 37Q (91399.190000 sec): 3 clusters
  Score: Raw -2158018.658717 + Penalty 3233.311934 = -2154785.346783
  nChanged 9
		SP:Iteration 38Q (91399.430000 sec): 3 clusters
  Score: Raw -2158020.426509 + Penalty 3233.311934 = -2154787.114575
  nChanged 6
		SP:Iteration 39Q (91399.660000 sec): 3 clusters
  Score: Raw -2158021.184097 + Penalty 3233.311934 = -2154787.872163
  nChanged 3
		SP:Iteration 40F (91399.930000 sec): 3 clusters
  Score: Raw -2158021.570722 + Penalty 3233.311934 = -2154788.258788
  nChanged 3
		SP:Iteration 41Q (91400.170000 sec): 3 clusters
  Score: Raw -2158021.918199 + Penalty 3233.311934 = -2154788.606266
  nChanged 2
		SP:Iteration 42Q (91400.400000 sec): 3 clusters
  Score: Raw -2158022.073840 + Penalty 3233.311934 = -2154788.761906
  nChanged 1
		SP:Iteration 43Q (91400.640000 sec): 3 clusters
  Score: Raw -2158022.120404 + Penalty 3233.311934 = -2154788.808470
  nChanged 0
		SP:Iteration 44F (91400.890000 sec): 3 clusters
  Score: Raw -2158022.120404 + Penalty 3233.311934 = -2154788.808470
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91401.000000 sec): 2 clusters
  Score: Raw -889136.692847 + Penalty 1468.927208 = -887667.765639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91401.130000 sec): 3 clusters
  Score: Raw -884427.021422 + Penalty 2937.854417 = -881489.167005
  nChanged 3560
		SP:Iteration 1F (91401.260000 sec): 3 clusters
  Score: Raw -886460.465269 + Penalty 2937.854417 = -883522.610852
  nChanged 664
		SP:Iteration 2F (91401.400000 sec): 3 clusters
  Score: Raw -886973.615380 + Penalty 2937.854417 = -884035.760963
  nChanged 660
		SP:Iteration 3F (91401.540000 sec): 3 clusters
  Score: Raw -887469.995915 + Penalty 2937.854417 = -884532.141499
  nChanged 599
		SP:Iteration 4F (91401.680000 sec): 3 clusters
  Score: Raw -887892.618242 + Penalty 2937.854417 = -884954.763825
  nChanged 516
		SP:Iteration 5F (91401.810000 sec): 3 clusters
  Score: Raw -888250.642511 + Penalty 2937.854417 = -885312.788095
  nChanged 455
		SP:Iteration 6F (91401.950000 sec): 3 clusters
  Score: Raw -888599.250295 + Penalty 2937.854417 = -885661.395879
  nChanged 382
		SP:Iteration 7Q (91402.070000 sec): 3 clusters
  Score: Raw -888896.927306 + Penalty 2937.854417 = -885959.072890
  nChanged 298
		SP:Iteration 8Q (91402.210000 sec): 3 clusters
  Score: Raw -889195.493449 + Penalty 2937.854417 = -886257.639032
  nChanged 268
		SP:Iteration 9Q (91402.350000 sec): 3 clusters
  Score: Raw -889477.459482 + Penalty 2937.854417 = -886539.605066
  nChanged 236
		SP:Iteration 10Q (91402.490000 sec): 3 clusters
  Score: Raw -889685.112498 + Penalty 2937.854417 = -886747.258082
  nChanged 186
		SP:Iteration 11Q (91402.620000 sec): 3 clusters
  Score: Raw -889778.451065 + Penalty 2937.854417 = -886840.596648
  nChanged 115
		SP:Iteration 12Q (91402.750000 sec): 3 clusters
  Score: Raw -889823.140545 + Penalty 2937.854417 = -886885.286129
  nChanged 57
		SP:Iteration 13Q (91402.890000 sec): 3 clusters
  Score: Raw -889839.241476 + Penalty 2937.854417 = -886901.387060
  nChanged 51
		SP:Iteration 14Q (91403.020000 sec): 3 clusters
  Score: Raw -889852.033011 + Penalty 2937.854417 = -886914.178595
  nChanged 39
		SP:Iteration 15Q (91403.150000 sec): 3 clusters
  Score: Raw -889861.638618 + Penalty 2937.854417 = -886923.784202
  nChanged 31
		SP:Iteration 16Q (91403.270000 sec): 3 clusters
  Score: Raw -889868.722383 + Penalty 2937.854417 = -886930.867966
  nChanged 24
		SP:Iteration 17Q (91403.460000 sec): 3 clusters
  Score: Raw -889873.554769 + Penalty 2937.854417 = -886935.700352
  nChanged 12
		SP:Iteration 18Q (91403.590000 sec): 3 clusters
  Score: Raw -889875.939141 + Penalty 2937.854417 = -886938.084725
  nChanged 16
		SP:Iteration 19Q (91403.720000 sec): 3 clusters
  Score: Raw -889878.925318 + Penalty 2937.854417 = -886941.070901
  nChanged 10
		SP:Iteration 20F (91403.860000 sec): 3 clusters
  Score: Raw -889881.033762 + Penalty 2937.854417 = -886943.179346
  nChanged 13
		SP:Iteration 21Q (91403.990000 sec): 3 clusters
  Score: Raw -889883.039026 + Penalty 2937.854417 = -886945.184610
  nChanged 10
		SP:Iteration 22Q (91404.110000 sec): 3 clusters
  Score: Raw -889885.058377 + Penalty 2937.854417 = -886947.203960
  nChanged 14
		SP:Iteration 23Q (91404.230000 sec): 3 clusters
  Score: Raw -889888.048886 + Penalty 2937.854417 = -886950.194470
  nChanged 9
		SP:Iteration 24Q (91404.350000 sec): 3 clusters
  Score: Raw -889889.944934 + Penalty 2937.854417 = -886952.090518
  nChanged 11
		SP:Iteration 25Q (91404.480000 sec): 3 clusters
  Score: Raw -889891.569688 + Penalty 2937.854417 = -886953.715271
  nChanged 6
		SP:Iteration 26Q (91404.610000 sec): 3 clusters
  Score: Raw -889892.237183 + Penalty 2937.854417 = -886954.382766
  nChanged 2
		SP:Iteration 27Q (91404.750000 sec): 3 clusters
  Score: Raw -889892.802937 + Penalty 2937.854417 = -886954.948520
  nChanged 7
		SP:Iteration 28Q (91404.880000 sec): 3 clusters
  Score: Raw -889894.475221 + Penalty 2937.854417 = -886956.620805
  nChanged 13
		SP:Iteration 29Q (91405.020000 sec): 3 clusters
  Score: Raw -889896.643855 + Penalty 2937.854417 = -886958.789438
  nChanged 13
		SP:Iteration 30Q (91405.150000 sec): 3 clusters
  Score: Raw -889898.589340 + Penalty 2937.854417 = -886960.734923
  nChanged 13
		SP:Iteration 31Q (91405.280000 sec): 3 clusters
  Score: Raw -889901.056715 + Penalty 2937.854417 = -886963.202299
  nChanged 14
		SP:Iteration 32Q (91405.410000 sec): 3 clusters
  Score: Raw -889904.810729 + Penalty 2937.854417 = -886966.956312
  nChanged 26
		SP:Iteration 33Q (91405.550000 sec): 3 clusters
  Score: Raw -889910.989083 + Penalty 2937.854417 = -886973.134666
  nChanged 23
		SP:Iteration 34Q (91405.670000 sec): 3 clusters
  Score: Raw -889915.440409 + Penalty 2937.854417 = -886977.585992
  nChanged 21
		SP:Iteration 35Q (91405.790000 sec): 3 clusters
  Score: Raw -889920.321080 + Penalty 2937.854417 = -886982.466663
  nChanged 27
		SP:Iteration 36Q (91405.920000 sec): 3 clusters
  Score: Raw -889926.613075 + Penalty 2937.854417 = -886988.758658
  nChanged 37
		SP:Iteration 37Q (91406.050000 sec): 3 clusters
  Score: Raw -889936.137504 + Penalty 2937.854417 = -886998.283087
  nChanged 34
		SP:Iteration 38Q (91406.180000 sec): 3 clusters
  Score: Raw -889945.521743 + Penalty 2937.854417 = -887007.667327
  nChanged 39
		SP:Iteration 39Q (91406.310000 sec): 3 clusters
  Score: Raw -889958.514677 + Penalty 2937.854417 = -887020.660260
  nChanged 40
		SP:Iteration 40F (91406.450000 sec): 3 clusters
  Score: Raw -889974.369915 + Penalty 2937.854417 = -887036.515498
  nChanged 49
		SP:Iteration 41Q (91406.580000 sec): 3 clusters
  Score: Raw -889991.064979 + Penalty 2937.854417 = -887053.210563
  nChanged 53
		SP:Iteration 42Q (91406.720000 sec): 3 clusters
  Score: Raw -890011.074985 + Penalty 2937.854417 = -887073.220569
  nChanged 67
		SP:Iteration 43Q (91406.850000 sec): 3 clusters
  Score: Raw -890038.996253 + Penalty 2937.854417 = -887101.141837
  nChanged 75
		SP:Iteration 44Q (91406.980000 sec): 3 clusters
  Score: Raw -890072.117231 + Penalty 2937.854417 = -887134.262815
  nChanged 87
		SP:Iteration 45Q (91407.120000 sec): 3 clusters
  Score: Raw -890105.215395 + Penalty 2937.854417 = -887167.360978
  nChanged 65
		SP:Iteration 46Q (91407.240000 sec): 3 clusters
  Score: Raw -890126.682613 + Penalty 2937.854417 = -887188.828197
  nChanged 66
		SP:Iteration 47Q (91407.370000 sec): 3 clusters
  Score: Raw -890147.635690 + Penalty 2937.854417 = -887209.781274
  nChanged 60
		SP:Iteration 48Q (91407.490000 sec): 3 clusters
  Score: Raw -890166.820831 + Penalty 2937.854417 = -887228.966414
  nChanged 64
		SP:Iteration 49Q (91407.600000 sec): 3 clusters
  Score: Raw -890190.504498 + Penalty 2937.854417 = -887252.650081
  nChanged 55
		SP:Iteration 50Q (91407.730000 sec): 3 clusters
  Score: Raw -890208.404048 + Penalty 2937.854417 = -887270.549632
  nChanged 54
		SP:Iteration 51Q (91407.860000 sec): 3 clusters
  Score: Raw -890223.909873 + Penalty 2937.854417 = -887286.055457
  nChanged 47
		SP:Iteration 52Q (91408.000000 sec): 3 clusters
  Score: Raw -890238.350074 + Penalty 2937.854417 = -887300.495658
  nChanged 56
		SP:Iteration 53Q (91408.130000 sec): 3 clusters
  Score: Raw -890255.085546 + Penalty 2937.854417 = -887317.231129
  nChanged 53
		SP:Iteration 54Q (91408.260000 sec): 3 clusters
  Score: Raw -890271.758886 + Penalty 2937.854417 = -887333.904469
  nChanged 48
		SP:Iteration 55Q (91408.390000 sec): 3 clusters
  Score: Raw -890286.093056 + Penalty 2937.854417 = -887348.238640
  nChanged 39
		SP:Iteration 56Q (91408.530000 sec): 3 clusters
  Score: Raw -890294.972406 + Penalty 2937.854417 = -887357.117990
  nChanged 32
		SP:Iteration 57Q (91408.660000 sec): 3 clusters
  Score: Raw -890301.095738 + Penalty 2937.854417 = -887363.241321
  nChanged 28
		SP:Iteration 58Q (91408.790000 sec): 3 clusters
  Score: Raw -890306.527553 + Penalty 2937.854417 = -887368.673137
  nChanged 24
		SP:Iteration 59Q (91408.910000 sec): 3 clusters
  Score: Raw -890311.741184 + Penalty 2937.854417 = -887373.886767
  nChanged 17
		SP:Iteration 60F (91409.040000 sec): 3 clusters
  Score: Raw -890314.717353 + Penalty 2937.854417 = -887376.862936
  nChanged 13
		SP:Iteration 61Q (91409.170000 sec): 3 clusters
  Score: Raw -890317.000121 + Penalty 2937.854417 = -887379.145705
  nChanged 13
		SP:Iteration 62Q (91409.290000 sec): 3 clusters
  Score: Raw -890319.266613 + Penalty 2937.854417 = -887381.412197
  nChanged 10
		SP:Iteration 63Q (91409.420000 sec): 3 clusters
  Score: Raw -890320.987246 + Penalty 2937.854417 = -887383.132830
  nChanged 7
		SP:Iteration 64Q (91409.550000 sec): 3 clusters
  Score: Raw -890322.007707 + Penalty 2937.854417 = -887384.153290
  nChanged 9
		SP:Iteration 65Q (91409.690000 sec): 3 clusters
  Score: Raw -890323.325164 + Penalty 2937.854417 = -887385.470748
  nChanged 7
		SP:Iteration 66Q (91409.820000 sec): 3 clusters
  Score: Raw -890324.194537 + Penalty 2937.854417 = -887386.340120
  nChanged 6
		SP:Iteration 67Q (91409.950000 sec): 3 clusters
  Score: Raw -890324.847576 + Penalty 2937.854417 = -887386.993159
  nChanged 6
		SP:Iteration 68Q (91410.090000 sec): 3 clusters
  Score: Raw -890325.992377 + Penalty 2937.854417 = -887388.137960
  nChanged 6
		SP:Iteration 69Q (91410.220000 sec): 3 clusters
  Score: Raw -890326.713604 + Penalty 2937.854417 = -887388.859187
  nChanged 3
		SP:Iteration 70Q (91410.350000 sec): 3 clusters
  Score: Raw -890327.015571 + Penalty 2937.854417 = -887389.161154
  nChanged 2
		SP:Iteration 71Q (91410.480000 sec): 3 clusters
  Score: Raw -890327.312877 + Penalty 2937.854417 = -887389.458460
  nChanged 2
		SP:Iteration 72Q (91410.600000 sec): 3 clusters
  Score: Raw -890327.489813 + Penalty 2937.854417 = -887389.635397
  nChanged 1
		SP:Iteration 73Q (91410.730000 sec): 3 clusters
  Score: Raw -890327.564740 + Penalty 2937.854417 = -887389.710324
  nChanged 0
		SP:Iteration 74F (91410.870000 sec): 3 clusters
  Score: Raw -890327.564740 + Penalty 2937.854417 = -887389.710324
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91410.960000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91411.100000 sec): 3 clusters
  Score: Raw -655105.578035 + Penalty 2842.424364 = -652263.153671
  nChanged 2584
		SP:Iteration 1F (91411.210000 sec): 3 clusters
  Score: Raw -656704.727789 + Penalty 2842.424364 = -653862.303425
  nChanged 479
		SP:Iteration 2F (91411.330000 sec): 3 clusters
  Score: Raw -657107.785492 + Penalty 2842.424364 = -654265.361127
  nChanged 438
		SP:Iteration 3F (91411.430000 sec): 3 clusters
  Score: Raw -657447.005766 + Penalty 2842.424364 = -654604.581401
  nChanged 376
		SP:Iteration 4F (91411.550000 sec): 3 clusters
  Score: Raw -657716.512601 + Penalty 2842.424364 = -654874.088237
  nChanged 339
		SP:Iteration 5F (91411.660000 sec): 3 clusters
  Score: Raw -657924.781893 + Penalty 2842.424364 = -655082.357529
  nChanged 281
		SP:Iteration 6Q (91411.770000 sec): 3 clusters
  Score: Raw -658096.382177 + Penalty 2842.424364 = -655253.957813
  nChanged 263
		SP:Iteration 7Q (91411.890000 sec): 3 clusters
  Score: Raw -658248.380540 + Penalty 2842.424364 = -655405.956176
  nChanged 198
		SP:Iteration 8Q (91412.000000 sec): 3 clusters
  Score: Raw -658344.625442 + Penalty 2842.424364 = -655502.201078
  nChanged 133
		SP:Iteration 9Q (91412.110000 sec): 3 clusters
  Score: Raw -658399.632744 + Penalty 2842.424364 = -655557.208380
  nChanged 110
		SP:Iteration 10Q (91412.220000 sec): 3 clusters
  Score: Raw -658436.062993 + Penalty 2842.424364 = -655593.638629
  nChanged 80
		SP:Iteration 11Q (91412.330000 sec): 3 clusters
  Score: Raw -658462.818313 + Penalty 2842.424364 = -655620.393948
  nChanged 58
		SP:Iteration 12Q (91412.450000 sec): 3 clusters
  Score: Raw -658478.575833 + Penalty 2842.424364 = -655636.151468
  nChanged 49
		SP:Iteration 13Q (91412.560000 sec): 3 clusters
  Score: Raw -658489.734500 + Penalty 2842.424364 = -655647.310135
  nChanged 33
		SP:Iteration 14Q (91412.670000 sec): 3 clusters
  Score: Raw -658496.065476 + Penalty 2842.424364 = -655653.641112
  nChanged 21
		SP:Iteration 15Q (91412.780000 sec): 3 clusters
  Score: Raw -658499.750572 + Penalty 2842.424364 = -655657.326208
  nChanged 14
		SP:Iteration 16Q (91412.890000 sec): 3 clusters
  Score: Raw -658502.226043 + Penalty 2842.424364 = -655659.801679
  nChanged 18
		SP:Iteration 17Q (91413.000000 sec): 3 clusters
  Score: Raw -658504.305613 + Penalty 2842.424364 = -655661.881249
  nChanged 5
		SP:Iteration 18Q (91413.110000 sec): 3 clusters
  Score: Raw -658505.190462 + Penalty 2842.424364 = -655662.766097
  nChanged 7
		SP:Iteration 19Q (91413.230000 sec): 3 clusters
  Score: Raw -658506.412345 + Penalty 2842.424364 = -655663.987980
  nChanged 9
		SP:Iteration 20F (91413.340000 sec): 3 clusters
  Score: Raw -658508.055997 + Penalty 2842.424364 = -655665.631632
  nChanged 3
		SP:Iteration 21Q (91413.450000 sec): 3 clusters
  Score: Raw -658508.455433 + Penalty 2842.424364 = -655666.031068
  nChanged 4
		SP:Iteration 22Q (91413.560000 sec): 3 clusters
  Score: Raw -658509.200455 + Penalty 2842.424364 = -655666.776090
  nChanged 4
		SP:Iteration 23Q (91413.680000 sec): 3 clusters
  Score: Raw -658509.968243 + Penalty 2842.424364 = -655667.543878
  nChanged 2
		SP:Iteration 24Q (91413.790000 sec): 3 clusters
  Score: Raw -658510.215161 + Penalty 2842.424364 = -655667.790797
  nChanged 1
		SP:Iteration 25Q (91413.910000 sec): 3 clusters
  Score: Raw -658510.427843 + Penalty 2842.424364 = -655668.003478
  nChanged 1
		SP:Iteration 26Q (91414.020000 sec): 3 clusters
  Score: Raw -658510.494856 + Penalty 2842.424364 = -655668.070492
  nChanged 0
		SP:Iteration 27F (91414.130000 sec): 3 clusters
  Score: Raw -658510.494856 + Penalty 2842.424364 = -655668.070492
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (8063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91414.220000 sec): 2 clusters
  Score: Raw -739135.215403 + Penalty 1461.694158 = -737673.521244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91414.380000 sec): 3 clusters
  Score: Raw -734611.638581 + Penalty 2923.388317 = -731688.250264
  nChanged 3476
		SP:Iteration 1F (91414.510000 sec): 3 clusters
  Score: Raw -736652.205563 + Penalty 2923.388317 = -733728.817246
  nChanged 649
		SP:Iteration 2F (91414.640000 sec): 3 clusters
  Score: Raw -737115.809748 + Penalty 2923.388317 = -734192.421431
  nChanged 586
		SP:Iteration 3F (91414.780000 sec): 3 clusters
  Score: Raw -737576.810744 + Penalty 2923.388317 = -734653.422427
  nChanged 538
		SP:Iteration 4F (91414.900000 sec): 3 clusters
  Score: Raw -737969.241041 + Penalty 2923.388317 = -735045.852725
  nChanged 459
		SP:Iteration 5F (91415.020000 sec): 3 clusters
  Score: Raw -738271.763711 + Penalty 2923.388317 = -735348.375394
  nChanged 399
		SP:Iteration 6Q (91415.150000 sec): 3 clusters
  Score: Raw -738520.713445 + Penalty 2923.388317 = -735597.325128
  nChanged 331
		SP:Iteration 7Q (91415.290000 sec): 3 clusters
  Score: Raw -738709.330787 + Penalty 2923.388317 = -735785.942470
  nChanged 242
		SP:Iteration 8Q (91415.430000 sec): 3 clusters
  Score: Raw -738853.747206 + Penalty 2923.388317 = -735930.358890
  nChanged 199
		SP:Iteration 9Q (91415.570000 sec): 3 clusters
  Score: Raw -739005.451622 + Penalty 2923.388317 = -736082.063305
  nChanged 196
		SP:Iteration 10Q (91415.710000 sec): 3 clusters
  Score: Raw -739165.843077 + Penalty 2923.388317 = -736242.454760
  nChanged 196
		SP:Iteration 11Q (91415.840000 sec): 3 clusters
  Score: Raw -739328.647201 + Penalty 2923.388317 = -736405.258885
  nChanged 173
		SP:Iteration 12Q (91415.980000 sec): 3 clusters
  Score: Raw -739444.744215 + Penalty 2923.388317 = -736521.355898
  nChanged 115
		SP:Iteration 13Q (91416.110000 sec): 3 clusters
  Score: Raw -739515.221930 + Penalty 2923.388317 = -736591.833613
  nChanged 112
		SP:Iteration 14Q (91416.250000 sec): 3 clusters
  Score: Raw -739588.156100 + Penalty 2923.388317 = -736664.767784
  nChanged 98
		SP:Iteration 15Q (91416.380000 sec): 3 clusters
  Score: Raw -739644.319072 + Penalty 2923.388317 = -736720.930755
  nChanged 83
		SP:Iteration 16Q (91416.500000 sec): 3 clusters
  Score: Raw -739679.574344 + Penalty 2923.388317 = -736756.186028
  nChanged 65
		SP:Iteration 17Q (91416.620000 sec): 3 clusters
  Score: Raw -739704.677553 + Penalty 2923.388317 = -736781.289237
  nChanged 45
		SP:Iteration 18Q (91416.750000 sec): 3 clusters
  Score: Raw -739721.108194 + Penalty 2923.388317 = -736797.719877
  nChanged 48
		SP:Iteration 19Q (91416.870000 sec): 3 clusters
  Score: Raw -739737.465839 + Penalty 2923.388317 = -736814.077522
  nChanged 33
		SP:Iteration 20F (91416.990000 sec): 3 clusters
  Score: Raw -739747.664565 + Penalty 2923.388317 = -736824.276248
  nChanged 20
		SP:Iteration 21Q (91417.110000 sec): 3 clusters
  Score: Raw -739754.571432 + Penalty 2923.388317 = -736831.183115
  nChanged 22
		SP:Iteration 22Q (91417.230000 sec): 3 clusters
  Score: Raw -739762.612522 + Penalty 2923.388317 = -736839.224206
  nChanged 17
		SP:Iteration 23Q (91417.350000 sec): 3 clusters
  Score: Raw -739769.204977 + Penalty 2923.388317 = -736845.816661
  nChanged 14
		SP:Iteration 24Q (91417.470000 sec): 3 clusters
  Score: Raw -739774.827458 + Penalty 2923.388317 = -736851.439142
  nChanged 14
		SP:Iteration 25Q (91417.600000 sec): 3 clusters
  Score: Raw -739778.266881 + Penalty 2923.388317 = -736854.878565
  nChanged 9
		SP:Iteration 26Q (91417.720000 sec): 3 clusters
  Score: Raw -739780.091627 + Penalty 2923.388317 = -736856.703310
  nChanged 6
		SP:Iteration 27Q (91417.850000 sec): 3 clusters
  Score: Raw -739781.959222 + Penalty 2923.388317 = -736858.570905
  nChanged 9
		SP:Iteration 28Q (91417.970000 sec): 3 clusters
  Score: Raw -739784.013448 + Penalty 2923.388317 = -736860.625132
  nChanged 10
		SP:Iteration 29Q (91418.090000 sec): 3 clusters
  Score: Raw -739787.191539 + Penalty 2923.388317 = -736863.803222
  nChanged 9
		SP:Iteration 30Q (91418.220000 sec): 3 clusters
  Score: Raw -739790.502447 + Penalty 2923.388317 = -736867.114130
  nChanged 10
		SP:Iteration 31Q (91418.340000 sec): 3 clusters
  Score: Raw -739793.188712 + Penalty 2923.388317 = -736869.800396
  nChanged 11
		SP:Iteration 32Q (91418.470000 sec): 3 clusters
  Score: Raw -739796.124738 + Penalty 2923.388317 = -736872.736421
  nChanged 10
		SP:Iteration 33Q (91418.590000 sec): 3 clusters
  Score: Raw -739798.745798 + Penalty 2923.388317 = -736875.357482
  nChanged 7
		SP:Iteration 34Q (91418.710000 sec): 3 clusters
  Score: Raw -739800.738936 + Penalty 2923.388317 = -736877.350620
  nChanged 8
		SP:Iteration 35Q (91418.840000 sec): 3 clusters
  Score: Raw -739803.199128 + Penalty 2923.388317 = -736879.810811
  nChanged 9
		SP:Iteration 36Q (91418.960000 sec): 3 clusters
  Score: Raw -739805.997584 + Penalty 2923.388317 = -736882.609267
  nChanged 8
		SP:Iteration 37Q (91419.080000 sec): 3 clusters
  Score: Raw -739807.545957 + Penalty 2923.388317 = -736884.157640
  nChanged 6
		SP:Iteration 38Q (91419.210000 sec): 3 clusters
  Score: Raw -739808.548717 + Penalty 2923.388317 = -736885.160400
  nChanged 4
		SP:Iteration 39Q (91419.330000 sec): 3 clusters
  Score: Raw -739809.160797 + Penalty 2923.388317 = -736885.772480
  nChanged 0
		SP:Iteration 40F (91419.460000 sec): 3 clusters
  Score: Raw -739809.160797 + Penalty 2923.388317 = -736885.772480
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91419.560000 sec): 2 clusters
  Score: Raw -507394.024974 + Penalty 1393.082778 = -506000.942196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91419.690000 sec): 3 clusters
  Score: Raw -504629.858098 + Penalty 2786.165556 = -501843.692542
  nChanged 2158
		SP:Iteration 1F (91419.790000 sec): 3 clusters
  Score: Raw -505954.015646 + Penalty 2786.165556 = -503167.850090
  nChanged 454
		SP:Iteration 2F (91419.890000 sec): 3 clusters
  Score: Raw -506243.431465 + Penalty 2786.165556 = -503457.265909
  nChanged 320
		SP:Iteration 3F (91419.990000 sec): 3 clusters
  Score: Raw -506449.050526 + Penalty 2786.165556 = -503662.884970
  nChanged 278
		SP:Iteration 4F (91420.090000 sec): 3 clusters
  Score: Raw -506605.051172 + Penalty 2786.165556 = -503818.885616
  nChanged 246
		SP:Iteration 5Q (91420.190000 sec): 3 clusters
  Score: Raw -506744.539438 + Penalty 2786.165556 = -503958.373882
  nChanged 191
		SP:Iteration 6Q (91420.290000 sec): 3 clusters
  Score: Raw -506849.199659 + Penalty 2786.165556 = -504063.034103
  nChanged 155
		SP:Iteration 7Q (91420.390000 sec): 3 clusters
  Score: Raw -506930.361947 + Penalty 2786.165556 = -504144.196391
  nChanged 144
		SP:Iteration 8Q (91420.490000 sec): 3 clusters
  Score: Raw -506994.865609 + Penalty 2786.165556 = -504208.700053
  nChanged 137
		SP:Iteration 9Q (91420.590000 sec): 3 clusters
  Score: Raw -507054.429750 + Penalty 2786.165556 = -504268.264195
  nChanged 111
		SP:Iteration 10Q (91420.700000 sec): 3 clusters
  Score: Raw -507103.428637 + Penalty 2786.165556 = -504317.263081
  nChanged 105
		SP:Iteration 11Q (91420.800000 sec): 3 clusters
  Score: Raw -507151.452435 + Penalty 2786.165556 = -504365.286879
  nChanged 105
		SP:Iteration 12Q (91420.900000 sec): 3 clusters
  Score: Raw -507197.963344 + Penalty 2786.165556 = -504411.797788
  nChanged 102
		SP:Iteration 13Q (91421.000000 sec): 3 clusters
  Score: Raw -507244.459316 + Penalty 2786.165556 = -504458.293760
  nChanged 106
		SP:Iteration 14Q (91421.100000 sec): 3 clusters
  Score: Raw -507289.747438 + Penalty 2786.165556 = -504503.581882
  nChanged 98
		SP:Iteration 15Q (91421.200000 sec): 3 clusters
  Score: Raw -507334.999458 + Penalty 2786.165556 = -504548.833902
  nChanged 87
		SP:Iteration 16Q (91421.300000 sec): 3 clusters
  Score: Raw -507372.043443 + Penalty 2786.165556 = -504585.877887
  nChanged 75
		SP:Iteration 17Q (91421.410000 sec): 3 clusters
  Score: Raw -507401.106824 + Penalty 2786.165556 = -504614.941268
  nChanged 73
		SP:Iteration 18Q (91421.510000 sec): 3 clusters
  Score: Raw -507429.271696 + Penalty 2786.165556 = -504643.106140
  nChanged 62
		SP:Iteration 19Q (91421.610000 sec): 3 clusters
  Score: Raw -507452.118385 + Penalty 2786.165556 = -504665.952829
  nChanged 57
		SP:Iteration 20F (91421.710000 sec): 3 clusters
  Score: Raw -507470.009045 + Penalty 2786.165556 = -504683.843489
  nChanged 43
		SP:Iteration 21Q (91421.810000 sec): 3 clusters
  Score: Raw -507487.337500 + Penalty 2786.165556 = -504701.171944
  nChanged 46
		SP:Iteration 22Q (91421.910000 sec): 3 clusters
  Score: Raw -507505.671882 + Penalty 2786.165556 = -504719.506326
  nChanged 47
		SP:Iteration 23Q (91422.010000 sec): 3 clusters
  Score: Raw -507522.352459 + Penalty 2786.165556 = -504736.186903
  nChanged 52
		SP:Iteration 24Q (91422.110000 sec): 3 clusters
  Score: Raw -507546.441537 + Penalty 2786.165556 = -504760.275981
  nChanged 59
		SP:Iteration 25Q (91422.210000 sec): 3 clusters
  Score: Raw -507570.928124 + Penalty 2786.165556 = -504784.762568
  nChanged 48
		SP:Iteration 26Q (91422.310000 sec): 3 clusters
  Score: Raw -507599.777583 + Penalty 2786.165556 = -504813.612027
  nChanged 56
		SP:Iteration 27Q (91422.410000 sec): 3 clusters
  Score: Raw -507631.992715 + Penalty 2786.165556 = -504845.827159
  nChanged 51
		SP:Iteration 28Q (91422.510000 sec): 3 clusters
  Score: Raw -507653.671634 + Penalty 2786.165556 = -504867.506078
  nChanged 36
		SP:Iteration 29Q (91422.610000 sec): 3 clusters
  Score: Raw -507663.854478 + Penalty 2786.165556 = -504877.688922
  nChanged 28
		SP:Iteration 30Q (91422.710000 sec): 3 clusters
  Score: Raw -507674.549283 + Penalty 2786.165556 = -504888.383727
  nChanged 23
		SP:Iteration 31Q (91422.810000 sec): 3 clusters
  Score: Raw -507684.290206 + Penalty 2786.165556 = -504898.124650
  nChanged 26
		SP:Iteration 32Q (91422.910000 sec): 3 clusters
  Score: Raw -507695.693226 + Penalty 2786.165556 = -504909.527671
  nChanged 32
		SP:Iteration 33Q (91423.010000 sec): 3 clusters
  Score: Raw -507710.628535 + Penalty 2786.165556 = -504924.462979
  nChanged 36
		SP:Iteration 34Q (91423.110000 sec): 3 clusters
  Score: Raw -507728.995014 + Penalty 2786.165556 = -504942.829458
  nChanged 34
		SP:Iteration 35Q (91423.210000 sec): 3 clusters
  Score: Raw -507743.998384 + Penalty 2786.165556 = -504957.832828
  nChanged 29
		SP:Iteration 36Q (91423.310000 sec): 3 clusters
  Score: Raw -507758.333469 + Penalty 2786.165556 = -504972.167913
  nChanged 18
		SP:Iteration 37Q (91423.400000 sec): 3 clusters
  Score: Raw -507767.989052 + Penalty 2786.165556 = -504981.823496
  nChanged 24
		SP:Iteration 38Q (91423.500000 sec): 3 clusters
  Score: Raw -507775.594694 + Penalty 2786.165556 = -504989.429138
  nChanged 10
		SP:Iteration 39Q (91423.600000 sec): 3 clusters
  Score: Raw -507777.819750 + Penalty 2786.165556 = -504991.654194
  nChanged 7
		SP:Iteration 40F (91423.700000 sec): 3 clusters
  Score: Raw -507779.204600 + Penalty 2786.165556 = -504993.039044
  nChanged 2
		SP:Iteration 41Q (91423.800000 sec): 3 clusters
  Score: Raw -507780.230098 + Penalty 2786.165556 = -504994.064542
  nChanged 4
		SP:Iteration 42Q (91423.890000 sec): 3 clusters
  Score: Raw -507780.981321 + Penalty 2786.165556 = -504994.815765
  nChanged 6
		SP:Iteration 43Q (91423.990000 sec): 3 clusters
  Score: Raw -507782.025559 + Penalty 2786.165556 = -504995.860003
  nChanged 2
		SP:Iteration 44Q (91424.090000 sec): 3 clusters
  Score: Raw -507782.425893 + Penalty 2786.165556 = -504996.260337
  nChanged 1
		SP:Iteration 45Q (91424.190000 sec): 3 clusters
  Score: Raw -507782.475767 + Penalty 2786.165556 = -504996.310211
  nChanged 0
		SP:Iteration 46F (91424.290000 sec): 3 clusters
  Score: Raw -507782.475767 + Penalty 2786.165556 = -504996.310211
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91424.350000 sec): 2 clusters
  Score: Raw -112889.802432 + Penalty 1150.093434 = -111739.708998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91424.370000 sec): 3 clusters
  Score: Raw -112525.407598 + Penalty 2300.186867 = -110225.220731
  nChanged 384
		SP:Iteration 1F (91424.390000 sec): 3 clusters
  Score: Raw -112865.161913 + Penalty 2300.186867 = -110564.975046
  nChanged 90
		SP:Iteration 2F (91424.410000 sec): 3 clusters
  Score: Raw -112965.586477 + Penalty 2300.186867 = -110665.399609
  nChanged 38
		SP:Iteration 3Q (91424.440000 sec): 3 clusters
  Score: Raw -113005.958942 + Penalty 2300.186867 = -110705.772074
  nChanged 30
		SP:Iteration 4Q (91424.460000 sec): 3 clusters
  Score: Raw -113029.450420 + Penalty 2300.186867 = -110729.263553
  nChanged 21
		SP:Iteration 5Q (91424.490000 sec): 3 clusters
  Score: Raw -113051.992292 + Penalty 2300.186867 = -110751.805425
  nChanged 16
		SP:Iteration 6Q (91424.510000 sec): 3 clusters
  Score: Raw -113067.427647 + Penalty 2300.186867 = -110767.240779
  nChanged 15
		SP:Iteration 7Q (91424.530000 sec): 3 clusters
  Score: Raw -113079.732701 + Penalty 2300.186867 = -110779.545834
  nChanged 14
		SP:Iteration 8Q (91424.560000 sec): 3 clusters
  Score: Raw -113093.313893 + Penalty 2300.186867 = -110793.127026
  nChanged 15
		SP:Iteration 9Q (91424.580000 sec): 3 clusters
  Score: Raw -113103.582059 + Penalty 2300.186867 = -110803.395192
  nChanged 9
		SP:Iteration 10Q (91424.600000 sec): 3 clusters
  Score: Raw -113115.399353 + Penalty 2300.186867 = -110815.212486
  nChanged 4
		SP:Iteration 11Q (91424.630000 sec): 3 clusters
  Score: Raw -113117.312290 + Penalty 2300.186867 = -110817.125423
  nChanged 3
		SP:Iteration 12Q (91424.650000 sec): 3 clusters
  Score: Raw -113119.279511 + Penalty 2300.186867 = -110819.092643
  nChanged 2
		SP:Iteration 13Q (91424.670000 sec): 3 clusters
  Score: Raw -113121.765263 + Penalty 2300.186867 = -110821.578395
  nChanged 2
		SP:Iteration 14Q (91424.700000 sec): 3 clusters
  Score: Raw -113122.385274 + Penalty 2300.186867 = -110822.198407
  nChanged 1
		SP:Iteration 15Q (91424.720000 sec): 3 clusters
  Score: Raw -113123.267764 + Penalty 2300.186867 = -110823.080896
  nChanged 1
		SP:Iteration 16Q (91424.740000 sec): 3 clusters
  Score: Raw -113123.829578 + Penalty 2300.186867 = -110823.642710
  nChanged 0
		SP:Iteration 17F (91424.770000 sec): 3 clusters
  Score: Raw -113123.829578 + Penalty 2300.186867 = -110823.642710
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91424.830000 sec): 2 clusters
  Score: Raw -254313.779469 + Penalty 1261.560038 = -253052.219431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91424.880000 sec): 3 clusters
  Score: Raw -253238.177888 + Penalty 2523.120076 = -250715.057811
  nChanged 879
		SP:Iteration 1F (91424.930000 sec): 3 clusters
  Score: Raw -253709.592496 + Penalty 2523.120076 = -251186.472420
  nChanged 160
		SP:Iteration 2F (91424.970000 sec): 3 clusters
  Score: Raw -253812.140719 + Penalty 2523.120076 = -251289.020642
  nChanged 115
		SP:Iteration 3Q (91425.010000 sec): 3 clusters
  Score: Raw -253879.328786 + Penalty 2523.120076 = -251356.208710
  nChanged 69
		SP:Iteration 4Q (91425.060000 sec): 3 clusters
  Score: Raw -253914.194089 + Penalty 2523.120076 = -251391.074013
  nChanged 56
		SP:Iteration 5Q (91425.110000 sec): 3 clusters
  Score: Raw -253946.171176 + Penalty 2523.120076 = -251423.051100
  nChanged 48
		SP:Iteration 6Q (91425.150000 sec): 3 clusters
  Score: Raw -253973.687324 + Penalty 2523.120076 = -251450.567248
  nChanged 41
		SP:Iteration 7Q (91425.200000 sec): 3 clusters
  Score: Raw -253992.625991 + Penalty 2523.120076 = -251469.505915
  nChanged 26
		SP:Iteration 8Q (91425.240000 sec): 3 clusters
  Score: Raw -254003.858450 + Penalty 2523.120076 = -251480.738374
  nChanged 30
		SP:Iteration 9Q (91425.290000 sec): 3 clusters
  Score: Raw -254019.902251 + Penalty 2523.120076 = -251496.782174
  nChanged 27
		SP:Iteration 10Q (91425.330000 sec): 3 clusters
  Score: Raw -254030.325379 + Penalty 2523.120076 = -251507.205302
  nChanged 20
		SP:Iteration 11Q (91425.380000 sec): 3 clusters
  Score: Raw -254039.333326 + Penalty 2523.120076 = -251516.213250
  nChanged 27
		SP:Iteration 12Q (91425.430000 sec): 3 clusters
  Score: Raw -254058.521168 + Penalty 2523.120076 = -251535.401092
  nChanged 35
		SP:Iteration 13Q (91425.470000 sec): 3 clusters
  Score: Raw -254076.841275 + Penalty 2523.120076 = -251553.721199
  nChanged 35
		SP:Iteration 14Q (91425.520000 sec): 3 clusters
  Score: Raw -254095.799714 + Penalty 2523.120076 = -251572.679638
  nChanged 46
		SP:Iteration 15Q (91425.560000 sec): 3 clusters
  Score: Raw -254122.134234 + Penalty 2523.120076 = -251599.014158
  nChanged 31
		SP:Iteration 16Q (91425.610000 sec): 3 clusters
  Score: Raw -254143.429110 + Penalty 2523.120076 = -251620.309034
  nChanged 31
		SP:Iteration 17Q (91425.650000 sec): 3 clusters
  Score: Raw -254165.210172 + Penalty 2523.120076 = -251642.090096
  nChanged 27
		SP:Iteration 18Q (91425.700000 sec): 3 clusters
  Score: Raw -254179.409623 + Penalty 2523.120076 = -251656.289546
  nChanged 24
		SP:Iteration 19Q (91425.740000 sec): 3 clusters
  Score: Raw -254189.467272 + Penalty 2523.120076 = -251666.347196
  nChanged 17
		SP:Iteration 20F (91425.790000 sec): 3 clusters
  Score: Raw -254197.494182 + Penalty 2523.120076 = -251674.374106
  nChanged 20
		SP:Iteration 21Q (91425.830000 sec): 3 clusters
  Score: Raw -254210.189130 + Penalty 2523.120076 = -251687.069053
  nChanged 27
		SP:Iteration 22Q (91425.880000 sec): 3 clusters
  Score: Raw -254222.948390 + Penalty 2523.120076 = -251699.828314
  nChanged 22
		SP:Iteration 23Q (91425.920000 sec): 3 clusters
  Score: Raw -254236.935319 + Penalty 2523.120076 = -251713.815243
  nChanged 22
		SP:Iteration 24Q (91425.970000 sec): 3 clusters
  Score: Raw -254248.019004 + Penalty 2523.120076 = -251724.898927
  nChanged 16
		SP:Iteration 25Q (91426.010000 sec): 3 clusters
  Score: Raw -254254.038624 + Penalty 2523.120076 = -251730.918548
  nChanged 7
		SP:Iteration 26Q (91426.060000 sec): 3 clusters
  Score: Raw -254256.993090 + Penalty 2523.120076 = -251733.873013
  nChanged 8
		SP:Iteration 27Q (91426.110000 sec): 3 clusters
  Score: Raw -254261.303573 + Penalty 2523.120076 = -251738.183497
  nChanged 12
		SP:Iteration 28Q (91426.150000 sec): 3 clusters
  Score: Raw -254265.559219 + Penalty 2523.120076 = -251742.439142
  nChanged 4
		SP:Iteration 29Q (91426.190000 sec): 3 clusters
  Score: Raw -254268.538371 + Penalty 2523.120076 = -251745.418295
  nChanged 7
		SP:Iteration 30Q (91426.240000 sec): 3 clusters
  Score: Raw -254272.345945 + Penalty 2523.120076 = -251749.225868
  nChanged 6
		SP:Iteration 31Q (91426.290000 sec): 3 clusters
  Score: Raw -254275.118172 + Penalty 2523.120076 = -251751.998096
  nChanged 8
		SP:Iteration 32Q (91426.330000 sec): 3 clusters
  Score: Raw -254277.401861 + Penalty 2523.120076 = -251754.281785
  nChanged 10
		SP:Iteration 33Q (91426.370000 sec): 3 clusters
  Score: Raw -254283.174705 + Penalty 2523.120076 = -251760.054629
  nChanged 11
		SP:Iteration 34Q (91426.420000 sec): 3 clusters
  Score: Raw -254288.413074 + Penalty 2523.120076 = -251765.292997
  nChanged 16
		SP:Iteration 35Q (91426.470000 sec): 3 clusters
  Score: Raw -254300.616319 + Penalty 2523.120076 = -251777.496243
  nChanged 18
		SP:Iteration 36Q (91426.510000 sec): 3 clusters
  Score: Raw -254313.017546 + Penalty 2523.120076 = -251789.897470
  nChanged 21
		SP:Iteration 37Q (91426.550000 sec): 3 clusters
  Score: Raw -254322.620551 + Penalty 2523.120076 = -251799.500475
  nChanged 22
		SP:Iteration 38Q (91426.600000 sec): 3 clusters
  Score: Raw -254333.558403 + Penalty 2523.120076 = -251810.438326
  nChanged 18
		SP:Iteration 39Q (91426.650000 sec): 3 clusters
  Score: Raw -254342.667068 + Penalty 2523.120076 = -251819.546992
  nChanged 18
		SP:Iteration 40F (91426.690000 sec): 3 clusters
  Score: Raw -254353.031768 + Penalty 2523.120076 = -251829.911691
  nChanged 14
		SP:Iteration 41Q (91426.730000 sec): 3 clusters
  Score: Raw -254362.413238 + Penalty 2523.120076 = -251839.293162
  nChanged 20
		SP:Iteration 42Q (91426.780000 sec): 3 clusters
  Score: Raw -254376.658956 + Penalty 2523.120076 = -251853.538880
  nChanged 16
		SP:Iteration 43Q (91426.820000 sec): 3 clusters
  Score: Raw -254387.243707 + Penalty 2523.120076 = -251864.123631
  nChanged 13
		SP:Iteration 44Q (91426.870000 sec): 3 clusters
  Score: Raw -254394.566605 + Penalty 2523.120076 = -251871.446528
  nChanged 11
		SP:Iteration 45Q (91426.910000 sec): 3 clusters
  Score: Raw -254400.369928 + Penalty 2523.120076 = -251877.249852
  nChanged 7
		SP:Iteration 46Q (91426.960000 sec): 3 clusters
  Score: Raw -254404.699503 + Penalty 2523.120076 = -251881.579427
  nChanged 10
		SP:Iteration 47Q (91427.000000 sec): 3 clusters
  Score: Raw -254410.048052 + Penalty 2523.120076 = -251886.927976
  nChanged 5
		SP:Iteration 48Q (91427.050000 sec): 3 clusters
  Score: Raw -254413.367872 + Penalty 2523.120076 = -251890.247796
  nChanged 5
		SP:Iteration 49Q (91427.090000 sec): 3 clusters
  Score: Raw -254417.592527 + Penalty 2523.120076 = -251894.472451
  nChanged 7
		SP:Iteration 50Q (91427.140000 sec): 3 clusters
  Score: Raw -254421.011267 + Penalty 2523.120076 = -251897.891191
  nChanged 5
		SP:Iteration 51Q (91427.180000 sec): 3 clusters
  Score: Raw -254423.812365 + Penalty 2523.120076 = -251900.692288
  nChanged 2
		SP:Iteration 52Q (91427.230000 sec): 3 clusters
  Score: Raw -254424.727892 + Penalty 2523.120076 = -251901.607816
  nChanged 0
		SP:Iteration 53F (91427.270000 sec): 3 clusters
  Score: Raw -254424.727892 + Penalty 2523.120076 = -251901.607816
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91427.340000 sec): 2 clusters
  Score: Raw -246379.027145 + Penalty 1278.901966 = -245100.125179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91427.390000 sec): 3 clusters
  Score: Raw -245245.139186 + Penalty 2557.803933 = -242687.335254
  nChanged 927
		SP:Iteration 1F (91427.450000 sec): 3 clusters
  Score: Raw -245769.069474 + Penalty 2557.803933 = -243211.265542
  nChanged 185
		SP:Iteration 2F (91427.500000 sec): 3 clusters
  Score: Raw -245901.679923 + Penalty 2557.803933 = -243343.875991
  nChanged 134
		SP:Iteration 3F (91427.550000 sec): 3 clusters
  Score: Raw -245981.480463 + Penalty 2557.803933 = -243423.676531
  nChanged 106
		SP:Iteration 4Q (91427.600000 sec): 3 clusters
  Score: Raw -246047.086024 + Penalty 2557.803933 = -243489.282092
  nChanged 90
		SP:Iteration 5Q (91427.650000 sec): 3 clusters
  Score: Raw -246101.646846 + Penalty 2557.803933 = -243543.842913
  nChanged 62
		SP:Iteration 6Q (91427.700000 sec): 3 clusters
  Score: Raw -246134.112825 + Penalty 2557.803933 = -243576.308893
  nChanged 49
		SP:Iteration 7Q (91427.750000 sec): 3 clusters
  Score: Raw -246158.124006 + Penalty 2557.803933 = -243600.320074
  nChanged 38
		SP:Iteration 8Q (91427.800000 sec): 3 clusters
  Score: Raw -246177.761822 + Penalty 2557.803933 = -243619.957890
  nChanged 33
		SP:Iteration 9Q (91427.850000 sec): 3 clusters
  Score: Raw -246190.709912 + Penalty 2557.803933 = -243632.905979
  nChanged 31
		SP:Iteration 10Q (91427.900000 sec): 3 clusters
  Score: Raw -246204.927427 + Penalty 2557.803933 = -243647.123494
  nChanged 25
		SP:Iteration 11Q (91427.950000 sec): 3 clusters
  Score: Raw -246214.364324 + Penalty 2557.803933 = -243656.560391
  nChanged 11
		SP:Iteration 12Q (91428.010000 sec): 3 clusters
  Score: Raw -246217.000534 + Penalty 2557.803933 = -243659.196601
  nChanged 4
		SP:Iteration 13Q (91428.050000 sec): 3 clusters
  Score: Raw -246217.734043 + Penalty 2557.803933 = -243659.930110
  nChanged 5
		SP:Iteration 14Q (91428.110000 sec): 3 clusters
  Score: Raw -246219.437402 + Penalty 2557.803933 = -243661.633469
  nChanged 3
		SP:Iteration 15Q (91428.160000 sec): 3 clusters
  Score: Raw -246220.221078 + Penalty 2557.803933 = -243662.417145
  nChanged 2
		SP:Iteration 16Q (91428.210000 sec): 3 clusters
  Score: Raw -246221.124483 + Penalty 2557.803933 = -243663.320550
  nChanged 1
		SP:Iteration 17Q (91428.260000 sec): 3 clusters
  Score: Raw -246221.867110 + Penalty 2557.803933 = -243664.063178
  nChanged 6
		SP:Iteration 18Q (91428.310000 sec): 3 clusters
  Score: Raw -246224.118398 + Penalty 2557.803933 = -243666.314466
  nChanged 6
		SP:Iteration 19Q (91428.360000 sec): 3 clusters
  Score: Raw -246225.742670 + Penalty 2557.803933 = -243667.938737
  nChanged 4
		SP:Iteration 20F (91428.410000 sec): 3 clusters
  Score: Raw -246227.919591 + Penalty 2557.803933 = -243670.115659
  nChanged 6
		SP:Iteration 21Q (91428.460000 sec): 3 clusters
  Score: Raw -246231.003855 + Penalty 2557.803933 = -243673.199923
  nChanged 8
		SP:Iteration 22Q (91428.510000 sec): 3 clusters
  Score: Raw -246233.103823 + Penalty 2557.803933 = -243675.299891
  nChanged 7
		SP:Iteration 23Q (91428.560000 sec): 3 clusters
  Score: Raw -246235.140434 + Penalty 2557.803933 = -243677.336501
  nChanged 8
		SP:Iteration 24Q (91428.610000 sec): 3 clusters
  Score: Raw -246236.666716 + Penalty 2557.803933 = -243678.862783
  nChanged 4
		SP:Iteration 25Q (91428.670000 sec): 3 clusters
  Score: Raw -246238.547277 + Penalty 2557.803933 = -243680.743344
  nChanged 8
		SP:Iteration 26Q (91428.710000 sec): 3 clusters
  Score: Raw -246240.886545 + Penalty 2557.803933 = -243683.082613
  nChanged 5
		SP:Iteration 27Q (91428.770000 sec): 3 clusters
  Score: Raw -246242.647495 + Penalty 2557.803933 = -243684.843562
  nChanged 5
		SP:Iteration 28Q (91428.820000 sec): 3 clusters
  Score: Raw -246243.646413 + Penalty 2557.803933 = -243685.842480
  nChanged 1
		SP:Iteration 29Q (91428.870000 sec): 3 clusters
  Score: Raw -246243.818618 + Penalty 2557.803933 = -243686.014686
  nChanged 0
		SP:Iteration 30F (91428.920000 sec): 3 clusters
  Score: Raw -246243.818618 + Penalty 2557.803933 = -243686.014686
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (4692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91429.000000 sec): 2 clusters
  Score: Raw -443680.963074 + Penalty 1373.712309 = -442307.250765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91429.100000 sec): 3 clusters
  Score: Raw -441247.102860 + Penalty 2747.424618 = -438499.678242
  nChanged 1926
		SP:Iteration 1F (91429.200000 sec): 3 clusters
  Score: Raw -442357.941931 + Penalty 2747.424618 = -439610.517313
  nChanged 351
		SP:Iteration 2F (91429.290000 sec): 3 clusters
  Score: Raw -442557.233285 + Penalty 2747.424618 = -439809.808666
  nChanged 273
		SP:Iteration 3F (91429.370000 sec): 3 clusters
  Score: Raw -442725.613091 + Penalty 2747.424618 = -439978.188473
  nChanged 255
		SP:Iteration 4F (91429.460000 sec): 3 clusters
  Score: Raw -442871.707781 + Penalty 2747.424618 = -440124.283163
  nChanged 216
		SP:Iteration 5Q (91429.550000 sec): 3 clusters
  Score: Raw -443009.139422 + Penalty 2747.424618 = -440261.714804
  nChanged 190
		SP:Iteration 6Q (91429.640000 sec): 3 clusters
  Score: Raw -443120.281503 + Penalty 2747.424618 = -440372.856885
  nChanged 171
		SP:Iteration 7Q (91429.730000 sec): 3 clusters
  Score: Raw -443224.927066 + Penalty 2747.424618 = -440477.502448
  nChanged 155
		SP:Iteration 8Q (91429.830000 sec): 3 clusters
  Score: Raw -443321.922619 + Penalty 2747.424618 = -440574.498001
  nChanged 129
		SP:Iteration 9Q (91429.910000 sec): 3 clusters
  Score: Raw -443408.291627 + Penalty 2747.424618 = -440660.867009
  nChanged 112
		SP:Iteration 10Q (91430.000000 sec): 3 clusters
  Score: Raw -443479.646757 + Penalty 2747.424618 = -440732.222139
  nChanged 84
		SP:Iteration 11Q (91430.090000 sec): 3 clusters
  Score: Raw -443536.456924 + Penalty 2747.424618 = -440789.032306
  nChanged 81
		SP:Iteration 12Q (91430.180000 sec): 3 clusters
  Score: Raw -443597.147929 + Penalty 2747.424618 = -440849.723311
  nChanged 64
		SP:Iteration 13Q (91430.270000 sec): 3 clusters
  Score: Raw -443643.341426 + Penalty 2747.424618 = -440895.916808
  nChanged 58
		SP:Iteration 14Q (91430.360000 sec): 3 clusters
  Score: Raw -443685.342406 + Penalty 2747.424618 = -440937.917787
  nChanged 42
		SP:Iteration 15Q (91430.450000 sec): 3 clusters
  Score: Raw -443722.682983 + Penalty 2747.424618 = -440975.258365
  nChanged 25
		SP:Iteration 16Q (91430.530000 sec): 3 clusters
  Score: Raw -443746.295049 + Penalty 2747.424618 = -440998.870431
  nChanged 25
		SP:Iteration 17Q (91430.620000 sec): 3 clusters
  Score: Raw -443769.686297 + Penalty 2747.424618 = -441022.261679
  nChanged 15
		SP:Iteration 18Q (91430.710000 sec): 3 clusters
  Score: Raw -443779.397913 + Penalty 2747.424618 = -441031.973294
  nChanged 16
		SP:Iteration 19Q (91430.790000 sec): 3 clusters
  Score: Raw -443793.712204 + Penalty 2747.424618 = -441046.287586
  nChanged 12
		SP:Iteration 20F (91430.880000 sec): 3 clusters
  Score: Raw -443805.541821 + Penalty 2747.424618 = -441058.117203
  nChanged 12
		SP:Iteration 21Q (91430.970000 sec): 3 clusters
  Score: Raw -443816.290318 + Penalty 2747.424618 = -441068.865700
  nChanged 12
		SP:Iteration 22Q (91431.050000 sec): 3 clusters
  Score: Raw -443824.357827 + Penalty 2747.424618 = -441076.933209
  nChanged 3
		SP:Iteration 23Q (91431.130000 sec): 3 clusters
  Score: Raw -443826.350526 + Penalty 2747.424618 = -441078.925908
  nChanged 4
		SP:Iteration 24Q (91431.220000 sec): 3 clusters
  Score: Raw -443831.078402 + Penalty 2747.424618 = -441083.653784
  nChanged 4
		SP:Iteration 25Q (91431.310000 sec): 3 clusters
  Score: Raw -443835.461310 + Penalty 2747.424618 = -441088.036692
  nChanged 3
		SP:Iteration 26Q (91431.390000 sec): 3 clusters
  Score: Raw -443837.666683 + Penalty 2747.424618 = -441090.242065
  nChanged 0
		SP:Iteration 27F (91431.480000 sec): 3 clusters
  Score: Raw -443837.666683 + Penalty 2747.424618 = -441090.242065
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91431.540000 sec): 2 clusters
  Score: Raw -76487.601880 + Penalty 1108.252659 = -75379.349221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91431.550000 sec): 3 clusters
  Score: Raw -76235.059664 + Penalty 2216.505319 = -74018.554346
  nChanged 285
		SP:Iteration 1F (91431.570000 sec): 3 clusters
  Score: Raw -76537.032525 + Penalty 2216.505319 = -74320.527206
  nChanged 84
		SP:Iteration 2F (91431.590000 sec): 3 clusters
  Score: Raw -76634.979653 + Penalty 2216.505319 = -74418.474334
  nChanged 40
		SP:Iteration 3Q (91431.610000 sec): 3 clusters
  Score: Raw -76692.954828 + Penalty 2216.505319 = -74476.449509
  nChanged 30
		SP:Iteration 4Q (91431.630000 sec): 3 clusters
  Score: Raw -76738.147593 + Penalty 2216.505319 = -74521.642274
  nChanged 27
		SP:Iteration 5Q (91431.650000 sec): 3 clusters
  Score: Raw -76764.593260 + Penalty 2216.505319 = -74548.087941
  nChanged 17
		SP:Iteration 6Q (91431.660000 sec): 3 clusters
  Score: Raw -76783.006338 + Penalty 2216.505319 = -74566.501019
  nChanged 18
		SP:Iteration 7Q (91431.680000 sec): 3 clusters
  Score: Raw -76798.268899 + Penalty 2216.505319 = -74581.763581
  nChanged 10
		SP:Iteration 8Q (91431.700000 sec): 3 clusters
  Score: Raw -76804.252495 + Penalty 2216.505319 = -74587.747177
  nChanged 4
		SP:Iteration 9Q (91431.720000 sec): 3 clusters
  Score: Raw -76806.770799 + Penalty 2216.505319 = -74590.265481
  nChanged 4
		SP:Iteration 10Q (91431.730000 sec): 3 clusters
  Score: Raw -76812.831603 + Penalty 2216.505319 = -74596.326285
  nChanged 6
		SP:Iteration 11Q (91431.750000 sec): 3 clusters
  Score: Raw -76818.832434 + Penalty 2216.505319 = -74602.327116
  nChanged 5
		SP:Iteration 12Q (91431.770000 sec): 3 clusters
  Score: Raw -76830.066521 + Penalty 2216.505319 = -74613.561203
  nChanged 6
		SP:Iteration 13Q (91431.790000 sec): 3 clusters
  Score: Raw -76838.400914 + Penalty 2216.505319 = -74621.895595
  nChanged 7
		SP:Iteration 14Q (91431.810000 sec): 3 clusters
  Score: Raw -76843.440167 + Penalty 2216.505319 = -74626.934849
  nChanged 4
		SP:Iteration 15Q (91431.830000 sec): 3 clusters
  Score: Raw -76846.480714 + Penalty 2216.505319 = -74629.975395
  nChanged 8
		SP:Iteration 16Q (91431.850000 sec): 3 clusters
  Score: Raw -76853.288401 + Penalty 2216.505319 = -74636.783082
  nChanged 6
		SP:Iteration 17Q (91431.860000 sec): 3 clusters
  Score: Raw -76861.458241 + Penalty 2216.505319 = -74644.952922
  nChanged 6
		SP:Iteration 18Q (91431.880000 sec): 3 clusters
  Score: Raw -76873.519373 + Penalty 2216.505319 = -74657.014055
  nChanged 3
		SP:Iteration 19Q (91431.900000 sec): 3 clusters
  Score: Raw -76876.053093 + Penalty 2216.505319 = -74659.547775
  nChanged 0
		SP:Iteration 20F (91431.920000 sec): 3 clusters
  Score: Raw -76876.053093 + Penalty 2216.505319 = -74659.547775
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (11658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91432.050000 sec): 2 clusters
  Score: Raw -1222323.618216 + Penalty 1521.609037 = -1220802.009179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91432.240000 sec): 3 clusters
  Score: Raw -1215656.865215 + Penalty 3043.218074 = -1212613.647142
  nChanged 5039
		SP:Iteration 1F (91432.410000 sec): 3 clusters
  Score: Raw -1218377.212277 + Penalty 3043.218074 = -1215333.994203
  nChanged 695
		SP:Iteration 2F (91432.580000 sec): 3 clusters
  Score: Raw -1218738.493673 + Penalty 3043.218074 = -1215695.275600
  nChanged 690
		SP:Iteration 3F (91432.760000 sec): 3 clusters
  Score: Raw -1219068.217767 + Penalty 3043.218074 = -1216024.999694
  nChanged 615
		SP:Iteration 4F (91432.920000 sec): 3 clusters
  Score: Raw -1219402.057132 + Penalty 3043.218074 = -1216358.839058
  nChanged 599
		SP:Iteration 5F (91433.110000 sec): 3 clusters
  Score: Raw -1219736.059585 + Penalty 3043.218074 = -1216692.841512
  nChanged 561
		SP:Iteration 6Q (91433.290000 sec): 3 clusters
  Score: Raw -1220061.172036 + Penalty 3043.218074 = -1217017.953963
  nChanged 530
		SP:Iteration 7Q (91433.490000 sec): 3 clusters
  Score: Raw -1220395.019143 + Penalty 3043.218074 = -1217351.801070
  nChanged 515
		SP:Iteration 8Q (91433.670000 sec): 3 clusters
  Score: Raw -1220755.959793 + Penalty 3043.218074 = -1217712.741720
  nChanged 505
		SP:Iteration 9Q (91433.840000 sec): 3 clusters
  Score: Raw -1221083.197725 + Penalty 3043.218074 = -1218039.979652
  nChanged 410
		SP:Iteration 10Q (91434.020000 sec): 3 clusters
  Score: Raw -1221329.227000 + Penalty 3043.218074 = -1218286.008926
  nChanged 279
		SP:Iteration 11Q (91434.190000 sec): 3 clusters
  Score: Raw -1221446.690894 + Penalty 3043.218074 = -1218403.472820
  nChanged 210
		SP:Iteration 12Q (91434.370000 sec): 3 clusters
  Score: Raw -1221532.968918 + Penalty 3043.218074 = -1218489.750845
  nChanged 172
		SP:Iteration 13Q (91434.550000 sec): 3 clusters
  Score: Raw -1221603.599298 + Penalty 3043.218074 = -1218560.381224
  nChanged 148
		SP:Iteration 14Q (91434.710000 sec): 3 clusters
  Score: Raw -1221663.539362 + Penalty 3043.218074 = -1218620.321288
  nChanged 150
		SP:Iteration 15Q (91434.890000 sec): 3 clusters
  Score: Raw -1221723.132337 + Penalty 3043.218074 = -1218679.914264
  nChanged 130
		SP:Iteration 16Q (91435.060000 sec): 3 clusters
  Score: Raw -1221770.140541 + Penalty 3043.218074 = -1218726.922468
  nChanged 115
		SP:Iteration 17Q (91435.250000 sec): 3 clusters
  Score: Raw -1221814.684606 + Penalty 3043.218074 = -1218771.466532
  nChanged 118
		SP:Iteration 18Q (91435.420000 sec): 3 clusters
  Score: Raw -1221860.162811 + Penalty 3043.218074 = -1218816.944737
  nChanged 115
		SP:Iteration 19Q (91435.610000 sec): 3 clusters
  Score: Raw -1221905.287888 + Penalty 3043.218074 = -1218862.069815
  nChanged 99
		SP:Iteration 20F (91435.780000 sec): 3 clusters
  Score: Raw -1221943.150401 + Penalty 3043.218074 = -1218899.932327
  nChanged 104
		SP:Iteration 21Q (91435.940000 sec): 3 clusters
  Score: Raw -1221984.227997 + Penalty 3043.218074 = -1218941.009923
  nChanged 97
		SP:Iteration 22Q (91436.120000 sec): 3 clusters
  Score: Raw -1222023.367053 + Penalty 3043.218074 = -1218980.148980
  nChanged 89
		SP:Iteration 23Q (91436.290000 sec): 3 clusters
  Score: Raw -1222056.360126 + Penalty 3043.218074 = -1219013.142053
  nChanged 78
		SP:Iteration 24Q (91436.470000 sec): 3 clusters
  Score: Raw -1222082.458929 + Penalty 3043.218074 = -1219039.240855
  nChanged 65
		SP:Iteration 25Q (91436.630000 sec): 3 clusters
  Score: Raw -1222106.637196 + Penalty 3043.218074 = -1219063.419123
  nChanged 73
		SP:Iteration 26Q (91436.830000 sec): 3 clusters
  Score: Raw -1222132.924744 + Penalty 3043.218074 = -1219089.706670
  nChanged 77
		SP:Iteration 27Q (91437.000000 sec): 3 clusters
  Score: Raw -1222162.964483 + Penalty 3043.218074 = -1219119.746410
  nChanged 67
		SP:Iteration 28Q (91437.160000 sec): 3 clusters
  Score: Raw -1222192.373833 + Penalty 3043.218074 = -1219149.155760
  nChanged 61
		SP:Iteration 29Q (91437.330000 sec): 3 clusters
  Score: Raw -1222218.824058 + Penalty 3043.218074 = -1219175.605985
  nChanged 50
		SP:Iteration 30Q (91437.490000 sec): 3 clusters
  Score: Raw -1222238.315364 + Penalty 3043.218074 = -1219195.097291
  nChanged 41
		SP:Iteration 31Q (91437.660000 sec): 3 clusters
  Score: Raw -1222253.791973 + Penalty 3043.218074 = -1219210.573900
  nChanged 42
		SP:Iteration 32Q (91437.820000 sec): 3 clusters
  Score: Raw -1222270.803100 + Penalty 3043.218074 = -1219227.585026
  nChanged 43
		SP:Iteration 33Q (91437.980000 sec): 3 clusters
  Score: Raw -1222291.552554 + Penalty 3043.218074 = -1219248.334481
  nChanged 50
		SP:Iteration 34Q (91438.150000 sec): 3 clusters
  Score: Raw -1222319.447480 + Penalty 3043.218074 = -1219276.229407
  nChanged 68
		SP:Iteration 35Q (91438.310000 sec): 3 clusters
  Score: Raw -1222360.892426 + Penalty 3043.218074 = -1219317.674353
  nChanged 65
		SP:Iteration 36Q (91438.480000 sec): 3 clusters
  Score: Raw -1222400.018510 + Penalty 3043.218074 = -1219356.800437
  nChanged 64
		SP:Iteration 37Q (91438.640000 sec): 3 clusters
  Score: Raw -1222431.800905 + Penalty 3043.218074 = -1219388.582831
  nChanged 52
		SP:Iteration 38Q (91438.830000 sec): 3 clusters
  Score: Raw -1222455.755842 + Penalty 3043.218074 = -1219412.537769
  nChanged 43
		SP:Iteration 39Q (91438.990000 sec): 3 clusters
  Score: Raw -1222474.928154 + Penalty 3043.218074 = -1219431.710080
  nChanged 36
		SP:Iteration 40F (91439.160000 sec): 3 clusters
  Score: Raw -1222487.488727 + Penalty 3043.218074 = -1219444.270653
  nChanged 32
		SP:Iteration 41Q (91439.330000 sec): 3 clusters
  Score: Raw -1222498.775797 + Penalty 3043.218074 = -1219455.557723
  nChanged 27
		SP:Iteration 42Q (91439.490000 sec): 3 clusters
  Score: Raw -1222509.126475 + Penalty 3043.218074 = -1219465.908402
  nChanged 26
		SP:Iteration 43Q (91439.660000 sec): 3 clusters
  Score: Raw -1222519.989215 + Penalty 3043.218074 = -1219476.771142
  nChanged 27
		SP:Iteration 44Q (91439.820000 sec): 3 clusters
  Score: Raw -1222532.110039 + Penalty 3043.218074 = -1219488.891966
  nChanged 23
		SP:Iteration 45Q (91439.980000 sec): 3 clusters
  Score: Raw -1222547.476317 + Penalty 3043.218074 = -1219504.258244
  nChanged 22
		SP:Iteration 46Q (91440.140000 sec): 3 clusters
  Score: Raw -1222559.203886 + Penalty 3043.218074 = -1219515.985812
  nChanged 23
		SP:Iteration 47Q (91440.310000 sec): 3 clusters
  Score: Raw -1222570.367231 + Penalty 3043.218074 = -1219527.149157
  nChanged 17
		SP:Iteration 48Q (91440.470000 sec): 3 clusters
  Score: Raw -1222578.096605 + Penalty 3043.218074 = -1219534.878531
  nChanged 11
		SP:Iteration 49Q (91440.630000 sec): 3 clusters
  Score: Raw -1222581.492305 + Penalty 3043.218074 = -1219538.274231
  nChanged 10
		SP:Iteration 50Q (91440.800000 sec): 3 clusters
  Score: Raw -1222584.788483 + Penalty 3043.218074 = -1219541.570409
  nChanged 4
		SP:Iteration 51Q (91440.960000 sec): 3 clusters
  Score: Raw -1222586.731329 + Penalty 3043.218074 = -1219543.513255
  nChanged 7
		SP:Iteration 52Q (91441.140000 sec): 3 clusters
  Score: Raw -1222589.581933 + Penalty 3043.218074 = -1219546.363859
  nChanged 4
		SP:Iteration 53Q (91441.300000 sec): 3 clusters
  Score: Raw -1222590.849073 + Penalty 3043.218074 = -1219547.630999
  nChanged 5
		SP:Iteration 54Q (91441.460000 sec): 3 clusters
  Score: Raw -1222592.722923 + Penalty 3043.218074 = -1219549.504849
  nChanged 3
		SP:Iteration 55Q (91441.630000 sec): 3 clusters
  Score: Raw -1222593.534341 + Penalty 3043.218074 = -1219550.316267
  nChanged 3
		SP:Iteration 56Q (91441.790000 sec): 3 clusters
  Score: Raw -1222594.705245 + Penalty 3043.218074 = -1219551.487171
  nChanged 2
		SP:Iteration 57Q (91441.960000 sec): 3 clusters
  Score: Raw -1222595.155606 + Penalty 3043.218074 = -1219551.937533
  nChanged 0
		SP:Iteration 58F (91442.130000 sec): 3 clusters
  Score: Raw -1222595.155606 + Penalty 3043.218074 = -1219551.937533
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91442.200000 sec): 2 clusters
  Score: Raw -193728.366040 + Penalty 1242.920216 = -192485.445825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91442.240000 sec): 3 clusters
  Score: Raw -192786.982492 + Penalty 2485.840431 = -190301.142061
  nChanged 780
		SP:Iteration 1F (91442.290000 sec): 3 clusters
  Score: Raw -193306.601456 + Penalty 2485.840431 = -190820.761025
  nChanged 179
		SP:Iteration 2F (91442.340000 sec): 3 clusters
  Score: Raw -193455.138947 + Penalty 2485.840431 = -190969.298515
  nChanged 121
		SP:Iteration 3F (91442.380000 sec): 3 clusters
  Score: Raw -193557.549442 + Penalty 2485.840431 = -191071.709011
  nChanged 95
		SP:Iteration 4Q (91442.420000 sec): 3 clusters
  Score: Raw -193628.767235 + Penalty 2485.840431 = -191142.926803
  nChanged 86
		SP:Iteration 5Q (91442.460000 sec): 3 clusters
  Score: Raw -193695.706171 + Penalty 2485.840431 = -191209.865740
  nChanged 80
		SP:Iteration 6Q (91442.500000 sec): 3 clusters
  Score: Raw -193760.000620 + Penalty 2485.840431 = -191274.160188
  nChanged 57
		SP:Iteration 7Q (91442.540000 sec): 3 clusters
  Score: Raw -193814.079545 + Penalty 2485.840431 = -191328.239114
  nChanged 64
		SP:Iteration 8Q (91442.580000 sec): 3 clusters
  Score: Raw -193872.461323 + Penalty 2485.840431 = -191386.620891
  nChanged 63
		SP:Iteration 9Q (91442.620000 sec): 3 clusters
  Score: Raw -193932.537427 + Penalty 2485.840431 = -191446.696995
  nChanged 68
		SP:Iteration 10Q (91442.660000 sec): 3 clusters
  Score: Raw -194002.874015 + Penalty 2485.840431 = -191517.033584
  nChanged 61
		SP:Iteration 11Q (91442.700000 sec): 3 clusters
  Score: Raw -194074.403300 + Penalty 2485.840431 = -191588.562868
  nChanged 65
		SP:Iteration 12Q (91442.740000 sec): 3 clusters
  Score: Raw -194151.658703 + Penalty 2485.840431 = -191665.818272
  nChanged 73
		SP:Iteration 13Q (91442.780000 sec): 3 clusters
  Score: Raw -194233.825604 + Penalty 2485.840431 = -191747.985173
  nChanged 72
		SP:Iteration 14Q (91442.820000 sec): 3 clusters
  Score: Raw -194307.938575 + Penalty 2485.840431 = -191822.098144
  nChanged 62
		SP:Iteration 15Q (91442.860000 sec): 3 clusters
  Score: Raw -194361.409560 + Penalty 2485.840431 = -191875.569129
  nChanged 51
		SP:Iteration 16Q (91442.900000 sec): 3 clusters
  Score: Raw -194416.555749 + Penalty 2485.840431 = -191930.715318
  nChanged 50
		SP:Iteration 17Q (91442.940000 sec): 3 clusters
  Score: Raw -194463.023961 + Penalty 2485.840431 = -191977.183530
  nChanged 35
		SP:Iteration 18Q (91442.980000 sec): 3 clusters
  Score: Raw -194497.484927 + Penalty 2485.840431 = -192011.644496
  nChanged 38
		SP:Iteration 19Q (91443.020000 sec): 3 clusters
  Score: Raw -194529.891822 + Penalty 2485.840431 = -192044.051391
  nChanged 26
		SP:Iteration 20F (91443.060000 sec): 3 clusters
  Score: Raw -194549.096989 + Penalty 2485.840431 = -192063.256558
  nChanged 19
		SP:Iteration 21Q (91443.100000 sec): 3 clusters
  Score: Raw -194564.960610 + Penalty 2485.840431 = -192079.120178
  nChanged 16
		SP:Iteration 22Q (91443.140000 sec): 3 clusters
  Score: Raw -194576.579415 + Penalty 2485.840431 = -192090.738983
  nChanged 11
		SP:Iteration 23Q (91443.180000 sec): 3 clusters
  Score: Raw -194585.623444 + Penalty 2485.840431 = -192099.783013
  nChanged 8
		SP:Iteration 24Q (91443.220000 sec): 3 clusters
  Score: Raw -194589.799715 + Penalty 2485.840431 = -192103.959284
  nChanged 5
		SP:Iteration 25Q (91443.260000 sec): 3 clusters
  Score: Raw -194592.335964 + Penalty 2485.840431 = -192106.495532
  nChanged 4
		SP:Iteration 26Q (91443.300000 sec): 3 clusters
  Score: Raw -194593.348626 + Penalty 2485.840431 = -192107.508194
  nChanged 2
		SP:Iteration 27Q (91443.340000 sec): 3 clusters
  Score: Raw -194595.349600 + Penalty 2485.840431 = -192109.509168
  nChanged 2
		SP:Iteration 28Q (91443.380000 sec): 3 clusters
  Score: Raw -194596.166432 + Penalty 2485.840431 = -192110.326001
  nChanged 1
		SP:Iteration 29Q (91443.420000 sec): 3 clusters
  Score: Raw -194596.993734 + Penalty 2485.840431 = -192111.153303
  nChanged 1
		SP:Iteration 30Q (91443.460000 sec): 3 clusters
  Score: Raw -194597.190046 + Penalty 2485.840431 = -192111.349615
  nChanged 0
		SP:Iteration 31F (91443.500000 sec): 3 clusters
  Score: Raw -194597.190046 + Penalty 2485.840431 = -192111.349615
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (96295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91444.140000 sec): 2 clusters
  Score: Raw -10119092.882428 + Penalty 1864.715397 = -10117228.167031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91445.080000 sec): 3 clusters
  Score: Raw -10056582.595530 + Penalty 3729.430794 = -10052853.164735
  nChanged 45997
		SP:Iteration 1F (91445.990000 sec): 3 clusters
  Score: Raw -10082973.214394 + Penalty 3729.430794 = -10079243.783600
  nChanged 3103
		SP:Iteration 2Q (91446.960000 sec): 3 clusters
  Score: Raw -10083718.886171 + Penalty 3729.430794 = -10079989.455376
  nChanged 3533
		SP:Iteration 3Q (91447.940000 sec): 3 clusters
  Score: Raw -10084812.795223 + Penalty 3729.430794 = -10081083.364428
  nChanged 4486
		SP:Iteration 4Q (91448.880000 sec): 3 clusters
  Score: Raw -10086737.570268 + Penalty 3729.430794 = -10083008.139473
  nChanged 6080
		SP:Iteration 5F (91449.810000 sec): 3 clusters
  Score: Raw -10090302.191298 + Penalty 3729.430794 = -10086572.760503
  nChanged 7784
		SP:Iteration 6F (91450.710000 sec): 3 clusters
  Score: Raw -10096349.711334 + Penalty 3729.430794 = -10092620.280539
  nChanged 8691
		SP:Iteration 7F (91451.620000 sec): 3 clusters
  Score: Raw -10104554.344259 + Penalty 3729.430794 = -10100824.913464
  nChanged 7550
		SP:Iteration 8F (91452.520000 sec): 3 clusters
  Score: Raw -10112451.816721 + Penalty 3729.430794 = -10108722.385927
  nChanged 4489
		SP:Iteration 9Q (91453.450000 sec): 3 clusters
  Score: Raw -10117149.692235 + Penalty 3729.430794 = -10113420.261440
  nChanged 1571
		SP:Iteration 10Q (91454.320000 sec): 3 clusters
  Score: Raw -10118687.587906 + Penalty 3729.430794 = -10114958.157112
  nChanged 373
		SP:Iteration 11Q (91455.110000 sec): 3 clusters
  Score: Raw -10119067.794112 + Penalty 3729.430794 = -10115338.363318
  nChanged 106
		SP:Iteration 12Q (91455.900000 sec): 3 clusters
  Score: Raw -10119198.358678 + Penalty 3729.430794 = -10115468.927884
  nChanged 44
		SP:Iteration 13Q (91456.690000 sec): 3 clusters
  Score: Raw -10119254.775524 + Penalty 3729.430794 = -10115525.344729
  nChanged 16
		SP:Iteration 14Q (91457.470000 sec): 3 clusters
  Score: Raw -10119281.360142 + Penalty 3729.430794 = -10115551.929347
  nChanged 18
		SP:Iteration 15Q (91458.260000 sec): 3 clusters
  Score: Raw -10119309.577106 + Penalty 3729.430794 = -10115580.146311
  nChanged 17
		SP:Iteration 16Q (91459.050000 sec): 3 clusters
  Score: Raw -10119335.218643 + Penalty 3729.430794 = -10115605.787849
  nChanged 7
		SP:Iteration 17Q (91459.830000 sec): 3 clusters
  Score: Raw -10119345.045530 + Penalty 3729.430794 = -10115615.614735
  nChanged 3
		SP:Iteration 18Q (91460.620000 sec): 3 clusters
  Score: Raw -10119348.181209 + Penalty 3729.430794 = -10115618.750415
  nChanged 0
		SP:Iteration 19F (91461.470000 sec): 3 clusters
  Score: Raw -10119348.181209 + Penalty 3729.430794 = -10115618.750415
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91461.560000 sec): 2 clusters
  Score: Raw -754355.459530 + Penalty 1459.359786 = -752896.099745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91461.690000 sec): 3 clusters
  Score: Raw -750025.469884 + Penalty 2918.719571 = -747106.750313
  nChanged 3333
		SP:Iteration 1F (91461.810000 sec): 3 clusters
  Score: Raw -752008.722459 + Penalty 2918.719571 = -749090.002888
  nChanged 611
		SP:Iteration 2F (91461.940000 sec): 3 clusters
  Score: Raw -752394.303482 + Penalty 2918.719571 = -749475.583911
  nChanged 510
		SP:Iteration 3F (91462.070000 sec): 3 clusters
  Score: Raw -752708.346180 + Penalty 2918.719571 = -749789.626609
  nChanged 455
		SP:Iteration 4F (91462.200000 sec): 3 clusters
  Score: Raw -752941.245526 + Penalty 2918.719571 = -750022.525954
  nChanged 354
		SP:Iteration 5Q (91462.330000 sec): 3 clusters
  Score: Raw -753123.127856 + Penalty 2918.719571 = -750204.408285
  nChanged 295
		SP:Iteration 6Q (91462.470000 sec): 3 clusters
  Score: Raw -753269.791688 + Penalty 2918.719571 = -750351.072117
  nChanged 273
		SP:Iteration 7Q (91462.600000 sec): 3 clusters
  Score: Raw -753398.831861 + Penalty 2918.719571 = -750480.112289
  nChanged 238
		SP:Iteration 8Q (91462.740000 sec): 3 clusters
  Score: Raw -753492.074579 + Penalty 2918.719571 = -750573.355008
  nChanged 206
		SP:Iteration 9Q (91462.870000 sec): 3 clusters
  Score: Raw -753567.006147 + Penalty 2918.719571 = -750648.286576
  nChanged 158
		SP:Iteration 10Q (91463.010000 sec): 3 clusters
  Score: Raw -753621.895958 + Penalty 2918.719571 = -750703.176387
  nChanged 162
		SP:Iteration 11Q (91463.140000 sec): 3 clusters
  Score: Raw -753683.478688 + Penalty 2918.719571 = -750764.759117
  nChanged 162
		SP:Iteration 12Q (91463.270000 sec): 3 clusters
  Score: Raw -753750.033315 + Penalty 2918.719571 = -750831.313743
  nChanged 140
		SP:Iteration 13Q (91463.400000 sec): 3 clusters
  Score: Raw -753803.527788 + Penalty 2918.719571 = -750884.808217
  nChanged 141
		SP:Iteration 14Q (91463.530000 sec): 3 clusters
  Score: Raw -753857.123750 + Penalty 2918.719571 = -750938.404179
  nChanged 130
		SP:Iteration 15Q (91463.660000 sec): 3 clusters
  Score: Raw -753907.683820 + Penalty 2918.719571 = -750988.964249
  nChanged 116
		SP:Iteration 16Q (91463.800000 sec): 3 clusters
  Score: Raw -753945.822132 + Penalty 2918.719571 = -751027.102561
  nChanged 98
		SP:Iteration 17Q (91463.940000 sec): 3 clusters
  Score: Raw -753975.709291 + Penalty 2918.719571 = -751056.989720
  nChanged 95
		SP:Iteration 18Q (91464.070000 sec): 3 clusters
  Score: Raw -754000.098445 + Penalty 2918.719571 = -751081.378874
  nChanged 72
		SP:Iteration 19Q (91464.210000 sec): 3 clusters
  Score: Raw -754020.735585 + Penalty 2918.719571 = -751102.016014
  nChanged 76
		SP:Iteration 20F (91464.340000 sec): 3 clusters
  Score: Raw -754040.823374 + Penalty 2918.719571 = -751122.103803
  nChanged 64
		SP:Iteration 21Q (91464.480000 sec): 3 clusters
  Score: Raw -754060.243460 + Penalty 2918.719571 = -751141.523889
  nChanged 70
		SP:Iteration 22Q (91464.610000 sec): 3 clusters
  Score: Raw -754079.230440 + Penalty 2918.719571 = -751160.510869
  nChanged 59
		SP:Iteration 23Q (91464.740000 sec): 3 clusters
  Score: Raw -754093.526883 + Penalty 2918.719571 = -751174.807312
  nChanged 52
		SP:Iteration 24Q (91464.860000 sec): 3 clusters
  Score: Raw -754103.430707 + Penalty 2918.719571 = -751184.711135
  nChanged 46
		SP:Iteration 25Q (91465.000000 sec): 3 clusters
  Score: Raw -754113.132963 + Penalty 2918.719571 = -751194.413392
  nChanged 56
		SP:Iteration 26Q (91465.130000 sec): 3 clusters
  Score: Raw -754126.094604 + Penalty 2918.719571 = -751207.375033
  nChanged 48
		SP:Iteration 27Q (91465.270000 sec): 3 clusters
  Score: Raw -754138.427315 + Penalty 2918.719571 = -751219.707743
  nChanged 53
		SP:Iteration 28Q (91465.400000 sec): 3 clusters
  Score: Raw -754152.417539 + Penalty 2918.719571 = -751233.697968
  nChanged 59
		SP:Iteration 29Q (91465.540000 sec): 3 clusters
  Score: Raw -754168.384802 + Penalty 2918.719571 = -751249.665231
  nChanged 59
		SP:Iteration 30Q (91465.670000 sec): 3 clusters
  Score: Raw -754184.136974 + Penalty 2918.719571 = -751265.417403
  nChanged 53
		SP:Iteration 31Q (91465.810000 sec): 3 clusters
  Score: Raw -754200.102604 + Penalty 2918.719571 = -751281.383033
  nChanged 61
		SP:Iteration 32Q (91465.940000 sec): 3 clusters
  Score: Raw -754215.304409 + Penalty 2918.719571 = -751296.584838
  nChanged 60
		SP:Iteration 33Q (91466.080000 sec): 3 clusters
  Score: Raw -754228.667042 + Penalty 2918.719571 = -751309.947471
  nChanged 56
		SP:Iteration 34Q (91466.210000 sec): 3 clusters
  Score: Raw -754245.146794 + Penalty 2918.719571 = -751326.427223
  nChanged 64
		SP:Iteration 35Q (91466.340000 sec): 3 clusters
  Score: Raw -754264.139005 + Penalty 2918.719571 = -751345.419434
  nChanged 66
		SP:Iteration 36Q (91466.460000 sec): 3 clusters
  Score: Raw -754282.274077 + Penalty 2918.719571 = -751363.554506
  nChanged 69
		SP:Iteration 37Q (91466.590000 sec): 3 clusters
  Score: Raw -754305.535225 + Penalty 2918.719571 = -751386.815654
  nChanged 79
		SP:Iteration 38Q (91466.710000 sec): 3 clusters
  Score: Raw -754333.860129 + Penalty 2918.719571 = -751415.140558
  nChanged 81
		SP:Iteration 39Q (91466.850000 sec): 3 clusters
  Score: Raw -754363.828256 + Penalty 2918.719571 = -751445.108685
  nChanged 81
		SP:Iteration 40F (91466.980000 sec): 3 clusters
  Score: Raw -754396.113479 + Penalty 2918.719571 = -751477.393908
  nChanged 98
		SP:Iteration 41Q (91467.110000 sec): 3 clusters
  Score: Raw -754437.680773 + Penalty 2918.719571 = -751518.961202
  nChanged 102
		SP:Iteration 42Q (91467.240000 sec): 3 clusters
  Score: Raw -754473.647251 + Penalty 2918.719571 = -751554.927680
  nChanged 95
		SP:Iteration 43Q (91467.370000 sec): 3 clusters
  Score: Raw -754507.825149 + Penalty 2918.719571 = -751589.105577
  nChanged 88
		SP:Iteration 44Q (91467.500000 sec): 3 clusters
  Score: Raw -754541.410782 + Penalty 2918.719571 = -751622.691210
  nChanged 82
		SP:Iteration 45Q (91467.630000 sec): 3 clusters
  Score: Raw -754570.123608 + Penalty 2918.719571 = -751651.404037
  nChanged 77
		SP:Iteration 46Q (91467.760000 sec): 3 clusters
  Score: Raw -754595.592510 + Penalty 2918.719571 = -751676.872939
  nChanged 69
		SP:Iteration 47Q (91467.890000 sec): 3 clusters
  Score: Raw -754611.845581 + Penalty 2918.719571 = -751693.126009
  nChanged 56
		SP:Iteration 48Q (91468.030000 sec): 3 clusters
  Score: Raw -754624.652331 + Penalty 2918.719571 = -751705.932760
  nChanged 49
		SP:Iteration 49Q (91468.160000 sec): 3 clusters
  Score: Raw -754634.653113 + Penalty 2918.719571 = -751715.933542
  nChanged 40
		SP:Iteration 50Q (91468.280000 sec): 3 clusters
  Score: Raw -754643.710317 + Penalty 2918.719571 = -751724.990746
  nChanged 42
		SP:Iteration 51Q (91468.410000 sec): 3 clusters
  Score: Raw -754652.732210 + Penalty 2918.719571 = -751734.012639
  nChanged 43
		SP:Iteration 52Q (91468.530000 sec): 3 clusters
  Score: Raw -754663.483530 + Penalty 2918.719571 = -751744.763958
  nChanged 38
		SP:Iteration 53Q (91468.650000 sec): 3 clusters
  Score: Raw -754673.457138 + Penalty 2918.719571 = -751754.737567
  nChanged 30
		SP:Iteration 54Q (91468.790000 sec): 3 clusters
  Score: Raw -754681.895671 + Penalty 2918.719571 = -751763.176100
  nChanged 34
		SP:Iteration 55Q (91468.920000 sec): 3 clusters
  Score: Raw -754690.122515 + Penalty 2918.719571 = -751771.402944
  nChanged 28
		SP:Iteration 56Q (91469.050000 sec): 3 clusters
  Score: Raw -754696.100330 + Penalty 2918.719571 = -751777.380759
  nChanged 28
		SP:Iteration 57Q (91469.180000 sec): 3 clusters
  Score: Raw -754701.986851 + Penalty 2918.719571 = -751783.267279
  nChanged 25
		SP:Iteration 58Q (91469.310000 sec): 3 clusters
  Score: Raw -754706.306126 + Penalty 2918.719571 = -751787.586555
  nChanged 17
		SP:Iteration 59Q (91469.440000 sec): 3 clusters
  Score: Raw -754709.381930 + Penalty 2918.719571 = -751790.662359
  nChanged 15
		SP:Iteration 60F (91469.580000 sec): 3 clusters
  Score: Raw -754712.618843 + Penalty 2918.719571 = -751793.899272
  nChanged 17
		SP:Iteration 61Q (91469.710000 sec): 3 clusters
  Score: Raw -754716.048526 + Penalty 2918.719571 = -751797.328954
  nChanged 20
		SP:Iteration 62Q (91469.850000 sec): 3 clusters
  Score: Raw -754720.213111 + Penalty 2918.719571 = -751801.493540
  nChanged 16
		SP:Iteration 63Q (91469.980000 sec): 3 clusters
  Score: Raw -754723.770364 + Penalty 2918.719571 = -751805.050792
  nChanged 23
		SP:Iteration 64Q (91470.120000 sec): 3 clusters
  Score: Raw -754728.244054 + Penalty 2918.719571 = -751809.524483
  nChanged 24
		SP:Iteration 65Q (91470.250000 sec): 3 clusters
  Score: Raw -754734.086807 + Penalty 2918.719571 = -751815.367236
  nChanged 22
		SP:Iteration 66Q (91470.370000 sec): 3 clusters
  Score: Raw -754737.807891 + Penalty 2918.719571 = -751819.088320
  nChanged 18
		SP:Iteration 67Q (91470.490000 sec): 3 clusters
  Score: Raw -754741.516196 + Penalty 2918.719571 = -751822.796625
  nChanged 17
		SP:Iteration 68Q (91470.630000 sec): 3 clusters
  Score: Raw -754744.945280 + Penalty 2918.719571 = -751826.225708
  nChanged 13
		SP:Iteration 69Q (91470.760000 sec): 3 clusters
  Score: Raw -754748.133971 + Penalty 2918.719571 = -751829.414400
  nChanged 23
		SP:Iteration 70Q (91470.890000 sec): 3 clusters
  Score: Raw -754752.264967 + Penalty 2918.719571 = -751833.545395
  nChanged 20
		SP:Iteration 71Q (91471.030000 sec): 3 clusters
  Score: Raw -754755.802558 + Penalty 2918.719571 = -751837.082987
  nChanged 19
		SP:Iteration 72Q (91471.160000 sec): 3 clusters
  Score: Raw -754759.634519 + Penalty 2918.719571 = -751840.914948
  nChanged 19
		SP:Iteration 73Q (91471.290000 sec): 3 clusters
  Score: Raw -754764.041317 + Penalty 2918.719571 = -751845.321746
  nChanged 25
		SP:Iteration 74Q (91471.430000 sec): 3 clusters
  Score: Raw -754769.192202 + Penalty 2918.719571 = -751850.472631
  nChanged 14
		SP:Iteration 75Q (91471.570000 sec): 3 clusters
  Score: Raw -754771.616777 + Penalty 2918.719571 = -751852.897206
  nChanged 16
		SP:Iteration 76Q (91471.700000 sec): 3 clusters
  Score: Raw -754774.139725 + Penalty 2918.719571 = -751855.420154
  nChanged 14
		SP:Iteration 77Q (91471.830000 sec): 3 clusters
  Score: Raw -754776.261820 + Penalty 2918.719571 = -751857.542249
  nChanged 15
		SP:Iteration 78Q (91471.970000 sec): 3 clusters
  Score: Raw -754778.619683 + Penalty 2918.719571 = -751859.900112
  nChanged 13
		SP:Iteration 79Q (91472.090000 sec): 3 clusters
  Score: Raw -754780.695535 + Penalty 2918.719571 = -751861.975964
  nChanged 10
		SP:Iteration 80F (91472.220000 sec): 3 clusters
  Score: Raw -754783.372290 + Penalty 2918.719571 = -751864.652719
  nChanged 13
		SP:Iteration 81Q (91472.350000 sec): 3 clusters
  Score: Raw -754785.041103 + Penalty 2918.719571 = -751866.321532
  nChanged 7
		SP:Iteration 82Q (91472.470000 sec): 3 clusters
  Score: Raw -754785.818513 + Penalty 2918.719571 = -751867.098942
  nChanged 6
		SP:Iteration 83Q (91472.590000 sec): 3 clusters
  Score: Raw -754787.112062 + Penalty 2918.719571 = -751868.392491
  nChanged 8
		SP:Iteration 84Q (91472.720000 sec): 3 clusters
  Score: Raw -754788.429713 + Penalty 2918.719571 = -751869.710142
  nChanged 9
		SP:Iteration 85Q (91472.850000 sec): 3 clusters
  Score: Raw -754790.676220 + Penalty 2918.719571 = -751871.956649
  nChanged 12
		SP:Iteration 86Q (91472.980000 sec): 3 clusters
  Score: Raw -754794.025201 + Penalty 2918.719571 = -751875.305630
  nChanged 17
		SP:Iteration 87Q (91473.110000 sec): 3 clusters
  Score: Raw -754797.884844 + Penalty 2918.719571 = -751879.165273
  nChanged 11
		SP:Iteration 88Q (91473.240000 sec): 3 clusters
  Score: Raw -754799.792588 + Penalty 2918.719571 = -751881.073017
  nChanged 12
		SP:Iteration 89Q (91473.370000 sec): 3 clusters
  Score: Raw -754802.467385 + Penalty 2918.719571 = -751883.747814
  nChanged 15
		SP:Iteration 90Q (91473.490000 sec): 3 clusters
  Score: Raw -754805.883138 + Penalty 2918.719571 = -751887.163566
  nChanged 13
		SP:Iteration 91Q (91473.620000 sec): 3 clusters
  Score: Raw -754807.932193 + Penalty 2918.719571 = -751889.212621
  nChanged 8
		SP:Iteration 92Q (91473.750000 sec): 3 clusters
  Score: Raw -754808.804320 + Penalty 2918.719571 = -751890.084749
  nChanged 7
		SP:Iteration 93Q (91473.880000 sec): 3 clusters
  Score: Raw -754810.066881 + Penalty 2918.719571 = -751891.347310
  nChanged 11
		SP:Iteration 94Q (91474.010000 sec): 3 clusters
  Score: Raw -754811.737829 + Penalty 2918.719571 = -751893.018258
  nChanged 8
		SP:Iteration 95Q (91474.130000 sec): 3 clusters
  Score: Raw -754812.800526 + Penalty 2918.719571 = -751894.080955
  nChanged 9
		SP:Iteration 96Q (91474.260000 sec): 3 clusters
  Score: Raw -754813.883310 + Penalty 2918.719571 = -751895.163739
  nChanged 10
		SP:Iteration 97Q (91474.390000 sec): 3 clusters
  Score: Raw -754815.364257 + Penalty 2918.719571 = -751896.644685
  nChanged 11
		SP:Iteration 98Q (91474.510000 sec): 3 clusters
  Score: Raw -754816.731957 + Penalty 2918.719571 = -751898.012386
  nChanged 8
		SP:Iteration 99Q (91474.640000 sec): 3 clusters
  Score: Raw -754817.445481 + Penalty 2918.719571 = -751898.725910
  nChanged 2
		SP:Iteration 100F (91474.770000 sec): 3 clusters
  Score: Raw -754817.529716 + Penalty 2918.719571 = -751898.810145
  nChanged 2
		SP:Iteration 101Q (91474.890000 sec): 3 clusters
  Score: Raw -754817.936077 + Penalty 2918.719571 = -751899.216506
  nChanged 4
		SP:Iteration 102Q (91475.010000 sec): 3 clusters
  Score: Raw -754818.307178 + Penalty 2918.719571 = -751899.587607
  nChanged 2
		SP:Iteration 103Q (91475.140000 sec): 3 clusters
  Score: Raw -754818.520385 + Penalty 2918.719571 = -751899.800813
  nChanged 1
		SP:Iteration 104Q (91475.270000 sec): 3 clusters
  Score: Raw -754818.557918 + Penalty 2918.719571 = -751899.838347
  nChanged 0
		SP:Iteration 105F (91475.400000 sec): 3 clusters
  Score: Raw -754818.557918 + Penalty 2918.719571 = -751899.838347
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91475.510000 sec): 2 clusters
  Score: Raw -560718.445782 + Penalty 1393.451259 = -559324.994524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91475.640000 sec): 3 clusters
  Score: Raw -557964.422166 + Penalty 2786.902518 = -555177.519648
  nChanged 2189
		SP:Iteration 1F (91475.740000 sec): 3 clusters
  Score: Raw -559106.716827 + Penalty 2786.902518 = -556319.814309
  nChanged 320
		SP:Iteration 2F (91475.840000 sec): 3 clusters
  Score: Raw -559259.897043 + Penalty 2786.902518 = -556472.994526
  nChanged 257
		SP:Iteration 3Q (91475.940000 sec): 3 clusters
  Score: Raw -559387.910660 + Penalty 2786.902518 = -556601.008142
  nChanged 210
		SP:Iteration 4Q (91476.050000 sec): 3 clusters
  Score: Raw -559490.018051 + Penalty 2786.902518 = -556703.115534
  nChanged 190
		SP:Iteration 5Q (91476.150000 sec): 3 clusters
  Score: Raw -559583.325818 + Penalty 2786.902518 = -556796.423300
  nChanged 166
		SP:Iteration 6Q (91476.250000 sec): 3 clusters
  Score: Raw -559657.081317 + Penalty 2786.902518 = -556870.178799
  nChanged 135
		SP:Iteration 7Q (91476.360000 sec): 3 clusters
  Score: Raw -559720.110849 + Penalty 2786.902518 = -556933.208331
  nChanged 133
		SP:Iteration 8Q (91476.460000 sec): 3 clusters
  Score: Raw -559781.346190 + Penalty 2786.902518 = -556994.443673
  nChanged 119
		SP:Iteration 9Q (91476.560000 sec): 3 clusters
  Score: Raw -559834.017289 + Penalty 2786.902518 = -557047.114771
  nChanged 112
		SP:Iteration 10Q (91476.670000 sec): 3 clusters
  Score: Raw -559887.502810 + Penalty 2786.902518 = -557100.600292
  nChanged 127
		SP:Iteration 11Q (91476.770000 sec): 3 clusters
  Score: Raw -559950.525019 + Penalty 2786.902518 = -557163.622502
  nChanged 123
		SP:Iteration 12Q (91476.870000 sec): 3 clusters
  Score: Raw -560006.911574 + Penalty 2786.902518 = -557220.009056
  nChanged 120
		SP:Iteration 13Q (91476.970000 sec): 3 clusters
  Score: Raw -560075.844490 + Penalty 2786.902518 = -557288.941973
  nChanged 139
		SP:Iteration 14Q (91477.070000 sec): 3 clusters
  Score: Raw -560158.616526 + Penalty 2786.902518 = -557371.714008
  nChanged 135
		SP:Iteration 15Q (91477.180000 sec): 3 clusters
  Score: Raw -560257.542832 + Penalty 2786.902518 = -557470.640314
  nChanged 137
		SP:Iteration 16Q (91477.280000 sec): 3 clusters
  Score: Raw -560360.021248 + Penalty 2786.902518 = -557573.118731
  nChanged 137
		SP:Iteration 17Q (91477.380000 sec): 3 clusters
  Score: Raw -560481.590108 + Penalty 2786.902518 = -557694.687590
  nChanged 120
		SP:Iteration 18Q (91477.480000 sec): 3 clusters
  Score: Raw -560636.374578 + Penalty 2786.902518 = -557849.472060
  nChanged 107
		SP:Iteration 19Q (91477.580000 sec): 3 clusters
  Score: Raw -560779.997228 + Penalty 2786.902518 = -557993.094710
  nChanged 97
		SP:Iteration 20F (91477.680000 sec): 3 clusters
  Score: Raw -560868.748166 + Penalty 2786.902518 = -558081.845648
  nChanged 80
		SP:Iteration 21Q (91477.780000 sec): 3 clusters
  Score: Raw -560923.501118 + Penalty 2786.902518 = -558136.598600
  nChanged 58
		SP:Iteration 22Q (91477.870000 sec): 3 clusters
  Score: Raw -560960.076533 + Penalty 2786.902518 = -558173.174015
  nChanged 50
		SP:Iteration 23Q (91477.970000 sec): 3 clusters
  Score: Raw -560985.469720 + Penalty 2786.902518 = -558198.567202
  nChanged 38
		SP:Iteration 24Q (91478.070000 sec): 3 clusters
  Score: Raw -561005.953055 + Penalty 2786.902518 = -558219.050537
  nChanged 29
		SP:Iteration 25Q (91478.160000 sec): 3 clusters
  Score: Raw -561019.472058 + Penalty 2786.902518 = -558232.569541
  nChanged 20
		SP:Iteration 26Q (91478.260000 sec): 3 clusters
  Score: Raw -561027.855732 + Penalty 2786.902518 = -558240.953215
  nChanged 15
		SP:Iteration 27Q (91478.350000 sec): 3 clusters
  Score: Raw -561033.462697 + Penalty 2786.902518 = -558246.560180
  nChanged 9
		SP:Iteration 28Q (91478.450000 sec): 3 clusters
  Score: Raw -561036.166582 + Penalty 2786.902518 = -558249.264064
  nChanged 8
		SP:Iteration 29Q (91478.550000 sec): 3 clusters
  Score: Raw -561039.543824 + Penalty 2786.902518 = -558252.641306
  nChanged 7
		SP:Iteration 30Q (91478.640000 sec): 3 clusters
  Score: Raw -561042.520620 + Penalty 2786.902518 = -558255.618103
  nChanged 6
		SP:Iteration 31Q (91478.740000 sec): 3 clusters
  Score: Raw -561044.496645 + Penalty 2786.902518 = -558257.594127
  nChanged 8
		SP:Iteration 32Q (91478.830000 sec): 3 clusters
  Score: Raw -561047.439684 + Penalty 2786.902518 = -558260.537166
  nChanged 5
		SP:Iteration 33Q (91478.930000 sec): 3 clusters
  Score: Raw -561048.747640 + Penalty 2786.902518 = -558261.845122
  nChanged 5
		SP:Iteration 34Q (91479.030000 sec): 3 clusters
  Score: Raw -561051.804566 + Penalty 2786.902518 = -558264.902048
  nChanged 5
		SP:Iteration 35Q (91479.120000 sec): 3 clusters
  Score: Raw -561054.554935 + Penalty 2786.902518 = -558267.652417
  nChanged 7
		SP:Iteration 36Q (91479.220000 sec): 3 clusters
  Score: Raw -561057.105667 + Penalty 2786.902518 = -558270.203149
  nChanged 5
		SP:Iteration 37Q (91479.310000 sec): 3 clusters
  Score: Raw -561058.793436 + Penalty 2786.902518 = -558271.890918
  nChanged 2
		SP:Iteration 38Q (91479.410000 sec): 3 clusters
  Score: Raw -561059.000382 + Penalty 2786.902518 = -558272.097865
  nChanged 0
		SP:Iteration 39F (91479.510000 sec): 3 clusters
  Score: Raw -561059.000382 + Penalty 2786.902518 = -558272.097865
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91479.570000 sec): 2 clusters
  Score: Raw -72161.980825 + Penalty 1093.596411 = -71068.384414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91479.590000 sec): 3 clusters
  Score: Raw -71973.852240 + Penalty 2187.192823 = -69786.659417
  nChanged 242
		SP:Iteration 1F (91479.600000 sec): 3 clusters
  Score: Raw -72261.830916 + Penalty 2187.192823 = -70074.638094
  nChanged 87
		SP:Iteration 2F (91479.620000 sec): 3 clusters
  Score: Raw -72422.194027 + Penalty 2187.192823 = -70235.001204
  nChanged 56
		SP:Iteration 3F (91479.640000 sec): 3 clusters
  Score: Raw -72524.052714 + Penalty 2187.192823 = -70336.859891
  nChanged 28
		SP:Iteration 4Q (91479.650000 sec): 3 clusters
  Score: Raw -72604.509044 + Penalty 2187.192823 = -70417.316221
  nChanged 32
		SP:Iteration 5Q (91479.670000 sec): 3 clusters
  Score: Raw -72644.064429 + Penalty 2187.192823 = -70456.871606
  nChanged 12
		SP:Iteration 6Q (91479.690000 sec): 3 clusters
  Score: Raw -72653.532558 + Penalty 2187.192823 = -70466.339735
  nChanged 6
		SP:Iteration 7Q (91479.700000 sec): 3 clusters
  Score: Raw -72656.575402 + Penalty 2187.192823 = -70469.382579
  nChanged 3
		SP:Iteration 8Q (91479.720000 sec): 3 clusters
  Score: Raw -72657.782742 + Penalty 2187.192823 = -70470.589919
  nChanged 1
		SP:Iteration 9Q (91479.740000 sec): 3 clusters
  Score: Raw -72658.213782 + Penalty 2187.192823 = -70471.020959
  nChanged 3
		SP:Iteration 10Q (91479.750000 sec): 3 clusters
  Score: Raw -72661.893812 + Penalty 2187.192823 = -70474.700989
  nChanged 7
		SP:Iteration 11Q (91479.770000 sec): 3 clusters
  Score: Raw -72665.593476 + Penalty 2187.192823 = -70478.400653
  nChanged 4
		SP:Iteration 12Q (91479.790000 sec): 3 clusters
  Score: Raw -72669.140837 + Penalty 2187.192823 = -70481.948014
  nChanged 5
		SP:Iteration 13Q (91479.800000 sec): 3 clusters
  Score: Raw -72677.163902 + Penalty 2187.192823 = -70489.971079
  nChanged 7
		SP:Iteration 14Q (91479.820000 sec): 3 clusters
  Score: Raw -72680.426493 + Penalty 2187.192823 = -70493.233670
  nChanged 3
		SP:Iteration 15Q (91479.830000 sec): 3 clusters
  Score: Raw -72686.570698 + Penalty 2187.192823 = -70499.377875
  nChanged 9
		SP:Iteration 16Q (91479.850000 sec): 3 clusters
  Score: Raw -72699.440535 + Penalty 2187.192823 = -70512.247713
  nChanged 8
		SP:Iteration 17Q (91479.870000 sec): 3 clusters
  Score: Raw -72710.994147 + Penalty 2187.192823 = -70523.801324
  nChanged 11
		SP:Iteration 18Q (91479.890000 sec): 3 clusters
  Score: Raw -72719.692008 + Penalty 2187.192823 = -70532.499185
  nChanged 13
		SP:Iteration 19Q (91479.900000 sec): 3 clusters
  Score: Raw -72731.537410 + Penalty 2187.192823 = -70544.344587
  nChanged 6
		SP:Iteration 20F (91479.920000 sec): 3 clusters
  Score: Raw -72743.277613 + Penalty 2187.192823 = -70556.084790
  nChanged 6
		SP:Iteration 21Q (91479.930000 sec): 3 clusters
  Score: Raw -72766.198889 + Penalty 2187.192823 = -70579.006066
  nChanged 10
		SP:Iteration 22Q (91479.950000 sec): 3 clusters
  Score: Raw -72777.980636 + Penalty 2187.192823 = -70590.787813
  nChanged 5
		SP:Iteration 23Q (91479.970000 sec): 3 clusters
  Score: Raw -72782.955347 + Penalty 2187.192823 = -70595.762524
  nChanged 7
		SP:Iteration 24Q (91479.990000 sec): 3 clusters
  Score: Raw -72789.905690 + Penalty 2187.192823 = -70602.712867
  nChanged 6
		SP:Iteration 25Q (91480.000000 sec): 3 clusters
  Score: Raw -72793.923065 + Penalty 2187.192823 = -70606.730242
  nChanged 0
		SP:Iteration 26F (91480.020000 sec): 3 clusters
  Score: Raw -72793.923065 + Penalty 2187.192823 = -70606.730242
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91480.180000 sec): 2 clusters
  Score: Raw -1356462.936104 + Penalty 1538.600437 = -1354924.335667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91480.380000 sec): 3 clusters
  Score: Raw -1349028.426731 + Penalty 3077.200874 = -1345951.225857
  nChanged 5607
		SP:Iteration 1F (91480.570000 sec): 3 clusters
  Score: Raw -1352041.498143 + Penalty 3077.200874 = -1348964.297269
  nChanged 835
		SP:Iteration 2F (91480.770000 sec): 3 clusters
  Score: Raw -1352485.022767 + Penalty 3077.200874 = -1349407.821893
  nChanged 867
		SP:Iteration 3F (91480.970000 sec): 3 clusters
  Score: Raw -1353013.329889 + Penalty 3077.200874 = -1349936.129016
  nChanged 881
		SP:Iteration 4F (91481.170000 sec): 3 clusters
  Score: Raw -1353569.322121 + Penalty 3077.200874 = -1350492.121248
  nChanged 846
		SP:Iteration 5F (91481.370000 sec): 3 clusters
  Score: Raw -1354076.003142 + Penalty 3077.200874 = -1350998.802268
  nChanged 768
		SP:Iteration 6F (91481.590000 sec): 3 clusters
  Score: Raw -1354544.330263 + Penalty 3077.200874 = -1351467.129389
  nChanged 674
		SP:Iteration 7F (91481.780000 sec): 3 clusters
  Score: Raw -1354913.128028 + Penalty 3077.200874 = -1351835.927154
  nChanged 548
		SP:Iteration 8Q (91481.990000 sec): 3 clusters
  Score: Raw -1355176.159154 + Penalty 3077.200874 = -1352098.958281
  nChanged 434
		SP:Iteration 9Q (91482.190000 sec): 3 clusters
  Score: Raw -1355351.894307 + Penalty 3077.200874 = -1352274.693434
  nChanged 331
		SP:Iteration 10Q (91482.400000 sec): 3 clusters
  Score: Raw -1355467.898158 + Penalty 3077.200874 = -1352390.697284
  nChanged 256
		SP:Iteration 11Q (91482.600000 sec): 3 clusters
  Score: Raw -1355556.249660 + Penalty 3077.200874 = -1352479.048786
  nChanged 217
		SP:Iteration 12Q (91482.810000 sec): 3 clusters
  Score: Raw -1355624.174711 + Penalty 3077.200874 = -1352546.973837
  nChanged 194
		SP:Iteration 13Q (91483.030000 sec): 3 clusters
  Score: Raw -1355683.131324 + Penalty 3077.200874 = -1352605.930451
  nChanged 178
		SP:Iteration 14Q (91483.230000 sec): 3 clusters
  Score: Raw -1355736.937500 + Penalty 3077.200874 = -1352659.736627
  nChanged 156
		SP:Iteration 15Q (91483.420000 sec): 3 clusters
  Score: Raw -1355779.807031 + Penalty 3077.200874 = -1352702.606157
  nChanged 151
		SP:Iteration 16Q (91483.650000 sec): 3 clusters
  Score: Raw -1355826.568079 + Penalty 3077.200874 = -1352749.367205
  nChanged 160
		SP:Iteration 17Q (91483.860000 sec): 3 clusters
  Score: Raw -1355871.166071 + Penalty 3077.200874 = -1352793.965197
  nChanged 161
		SP:Iteration 18Q (91484.090000 sec): 3 clusters
  Score: Raw -1355915.815737 + Penalty 3077.200874 = -1352838.614863
  nChanged 154
		SP:Iteration 19Q (91484.280000 sec): 3 clusters
  Score: Raw -1355952.746308 + Penalty 3077.200874 = -1352875.545435
  nChanged 124
		SP:Iteration 20F (91484.500000 sec): 3 clusters
  Score: Raw -1355981.217999 + Penalty 3077.200874 = -1352904.017125
  nChanged 121
		SP:Iteration 21Q (91484.730000 sec): 3 clusters
  Score: Raw -1356008.161826 + Penalty 3077.200874 = -1352930.960952
  nChanged 136
		SP:Iteration 22Q (91484.920000 sec): 3 clusters
  Score: Raw -1356044.196368 + Penalty 3077.200874 = -1352966.995494
  nChanged 165
		SP:Iteration 23Q (91485.140000 sec): 3 clusters
  Score: Raw -1356087.019397 + Penalty 3077.200874 = -1353009.818523
  nChanged 164
		SP:Iteration 24Q (91485.340000 sec): 3 clusters
  Score: Raw -1356129.086899 + Penalty 3077.200874 = -1353051.886026
  nChanged 172
		SP:Iteration 25Q (91485.540000 sec): 3 clusters
  Score: Raw -1356180.005701 + Penalty 3077.200874 = -1353102.804828
  nChanged 200
		SP:Iteration 26Q (91485.740000 sec): 3 clusters
  Score: Raw -1356243.074901 + Penalty 3077.200874 = -1353165.874027
  nChanged 191
		SP:Iteration 27Q (91485.950000 sec): 3 clusters
  Score: Raw -1356297.138045 + Penalty 3077.200874 = -1353219.937171
  nChanged 163
		SP:Iteration 28Q (91486.170000 sec): 3 clusters
  Score: Raw -1356341.802921 + Penalty 3077.200874 = -1353264.602047
  nChanged 156
		SP:Iteration 29Q (91486.370000 sec): 3 clusters
  Score: Raw -1356381.261995 + Penalty 3077.200874 = -1353304.061121
  nChanged 153
		SP:Iteration 30Q (91486.550000 sec): 3 clusters
  Score: Raw -1356419.589606 + Penalty 3077.200874 = -1353342.388732
  nChanged 166
		SP:Iteration 31Q (91486.760000 sec): 3 clusters
  Score: Raw -1356464.036599 + Penalty 3077.200874 = -1353386.835726
  nChanged 155
		SP:Iteration 32Q (91486.960000 sec): 3 clusters
  Score: Raw -1356502.140974 + Penalty 3077.200874 = -1353424.940101
  nChanged 161
		SP:Iteration 33Q (91487.160000 sec): 3 clusters
  Score: Raw -1356542.714937 + Penalty 3077.200874 = -1353465.514063
  nChanged 171
		SP:Iteration 34Q (91487.360000 sec): 3 clusters
  Score: Raw -1356587.757341 + Penalty 3077.200874 = -1353510.556467
  nChanged 156
		SP:Iteration 35Q (91487.570000 sec): 3 clusters
  Score: Raw -1356627.466251 + Penalty 3077.200874 = -1353550.265377
  nChanged 149
		SP:Iteration 36Q (91487.770000 sec): 3 clusters
  Score: Raw -1356659.402102 + Penalty 3077.200874 = -1353582.201228
  nChanged 130
		SP:Iteration 37Q (91488.000000 sec): 3 clusters
  Score: Raw -1356689.086403 + Penalty 3077.200874 = -1353611.885529
  nChanged 132
		SP:Iteration 38Q (91488.190000 sec): 3 clusters
  Score: Raw -1356720.106234 + Penalty 3077.200874 = -1353642.905361
  nChanged 125
		SP:Iteration 39Q (91488.410000 sec): 3 clusters
  Score: Raw -1356748.423595 + Penalty 3077.200874 = -1353671.222721
  nChanged 118
		SP:Iteration 40F (91488.600000 sec): 3 clusters
  Score: Raw -1356771.935026 + Penalty 3077.200874 = -1353694.734153
  nChanged 90
		SP:Iteration 41Q (91488.800000 sec): 3 clusters
  Score: Raw -1356788.966373 + Penalty 3077.200874 = -1353711.765499
  nChanged 80
		SP:Iteration 42Q (91489.000000 sec): 3 clusters
  Score: Raw -1356805.794758 + Penalty 3077.200874 = -1353728.593884
  nChanged 81
		SP:Iteration 43Q (91489.190000 sec): 3 clusters
  Score: Raw -1356822.413565 + Penalty 3077.200874 = -1353745.212691
  nChanged 80
		SP:Iteration 44Q (91489.410000 sec): 3 clusters
  Score: Raw -1356837.675180 + Penalty 3077.200874 = -1353760.474307
  nChanged 88
		SP:Iteration 45Q (91489.590000 sec): 3 clusters
  Score: Raw -1356855.926525 + Penalty 3077.200874 = -1353778.725651
  nChanged 82
		SP:Iteration 46Q (91489.820000 sec): 3 clusters
  Score: Raw -1356871.938202 + Penalty 3077.200874 = -1353794.737328
  nChanged 87
		SP:Iteration 47Q (91490.010000 sec): 3 clusters
  Score: Raw -1356890.601075 + Penalty 3077.200874 = -1353813.400202
  nChanged 92
		SP:Iteration 48Q (91490.210000 sec): 3 clusters
  Score: Raw -1356910.279329 + Penalty 3077.200874 = -1353833.078456
  nChanged 76
		SP:Iteration 49Q (91490.400000 sec): 3 clusters
  Score: Raw -1356925.978521 + Penalty 3077.200874 = -1353848.777647
  nChanged 68
		SP:Iteration 50Q (91490.590000 sec): 3 clusters
  Score: Raw -1356941.567619 + Penalty 3077.200874 = -1353864.366746
  nChanged 71
		SP:Iteration 51Q (91490.810000 sec): 3 clusters
  Score: Raw -1356956.839274 + Penalty 3077.200874 = -1353879.638401
  nChanged 72
		SP:Iteration 52Q (91490.990000 sec): 3 clusters
  Score: Raw -1356972.159462 + Penalty 3077.200874 = -1353894.958588
  nChanged 64
		SP:Iteration 53Q (91491.210000 sec): 3 clusters
  Score: Raw -1356983.741012 + Penalty 3077.200874 = -1353906.540138
  nChanged 54
		SP:Iteration 54Q (91491.420000 sec): 3 clusters
  Score: Raw -1356994.833395 + Penalty 3077.200874 = -1353917.632522
  nChanged 57
		SP:Iteration 55Q (91491.640000 sec): 3 clusters
  Score: Raw -1357006.760615 + Penalty 3077.200874 = -1353929.559742
  nChanged 52
		SP:Iteration 56Q (91491.860000 sec): 3 clusters
  Score: Raw -1357016.828309 + Penalty 3077.200874 = -1353939.627435
  nChanged 47
		SP:Iteration 57Q (91492.070000 sec): 3 clusters
  Score: Raw -1357025.899889 + Penalty 3077.200874 = -1353948.699015
  nChanged 52
		SP:Iteration 58Q (91492.270000 sec): 3 clusters
  Score: Raw -1357036.237396 + Penalty 3077.200874 = -1353959.036522
  nChanged 46
		SP:Iteration 59Q (91492.470000 sec): 3 clusters
  Score: Raw -1357045.410943 + Penalty 3077.200874 = -1353968.210069
  nChanged 44
		SP:Iteration 60F (91492.660000 sec): 3 clusters
  Score: Raw -1357053.761243 + Penalty 3077.200874 = -1353976.560370
  nChanged 42
		SP:Iteration 61Q (91492.850000 sec): 3 clusters
  Score: Raw -1357061.785065 + Penalty 3077.200874 = -1353984.584191
  nChanged 40
		SP:Iteration 62Q (91493.060000 sec): 3 clusters
  Score: Raw -1357069.940919 + Penalty 3077.200874 = -1353992.740046
  nChanged 41
		SP:Iteration 63Q (91493.240000 sec): 3 clusters
  Score: Raw -1357078.984549 + Penalty 3077.200874 = -1354001.783675
  nChanged 42
		SP:Iteration 64Q (91493.430000 sec): 3 clusters
  Score: Raw -1357086.090240 + Penalty 3077.200874 = -1354008.889366
  nChanged 29
		SP:Iteration 65Q (91493.620000 sec): 3 clusters
  Score: Raw -1357091.663674 + Penalty 3077.200874 = -1354014.462801
  nChanged 27
		SP:Iteration 66Q (91493.810000 sec): 3 clusters
  Score: Raw -1357097.965147 + Penalty 3077.200874 = -1354020.764273
  nChanged 35
		SP:Iteration 67Q (91494.020000 sec): 3 clusters
  Score: Raw -1357104.702395 + Penalty 3077.200874 = -1354027.501522
  nChanged 23
		SP:Iteration 68Q (91494.220000 sec): 3 clusters
  Score: Raw -1357108.153065 + Penalty 3077.200874 = -1354030.952191
  nChanged 19
		SP:Iteration 69Q (91494.410000 sec): 3 clusters
  Score: Raw -1357111.792218 + Penalty 3077.200874 = -1354034.591345
  nChanged 23
		SP:Iteration 70Q (91494.610000 sec): 3 clusters
  Score: Raw -1357115.608168 + Penalty 3077.200874 = -1354038.407295
  nChanged 18
		SP:Iteration 71Q (91494.790000 sec): 3 clusters
  Score: Raw -1357118.648661 + Penalty 3077.200874 = -1354041.447787
  nChanged 21
		SP:Iteration 72Q (91495.010000 sec): 3 clusters
  Score: Raw -1357122.309339 + Penalty 3077.200874 = -1354045.108465
  nChanged 14
		SP:Iteration 73Q (91495.230000 sec): 3 clusters
  Score: Raw -1357124.546879 + Penalty 3077.200874 = -1354047.346006
  nChanged 13
		SP:Iteration 74Q (91495.410000 sec): 3 clusters
  Score: Raw -1357126.210521 + Penalty 3077.200874 = -1354049.009647
  nChanged 5
		SP:Iteration 75Q (91495.600000 sec): 3 clusters
  Score: Raw -1357126.730758 + Penalty 3077.200874 = -1354049.529884
  nChanged 3
		SP:Iteration 76Q (91495.790000 sec): 3 clusters
  Score: Raw -1357127.189170 + Penalty 3077.200874 = -1354049.988297
  nChanged 5
		SP:Iteration 77Q (91496.000000 sec): 3 clusters
  Score: Raw -1357127.863134 + Penalty 3077.200874 = -1354050.662260
  nChanged 5
		SP:Iteration 78Q (91496.180000 sec): 3 clusters
  Score: Raw -1357128.397093 + Penalty 3077.200874 = -1354051.196219
  nChanged 5
		SP:Iteration 79Q (91496.400000 sec): 3 clusters
  Score: Raw -1357129.042769 + Penalty 3077.200874 = -1354051.841895
  nChanged 3
		SP:Iteration 80F (91496.630000 sec): 3 clusters
  Score: Raw -1357129.358620 + Penalty 3077.200874 = -1354052.157746
  nChanged 4
		SP:Iteration 81Q (91496.800000 sec): 3 clusters
  Score: Raw -1357129.848283 + Penalty 3077.200874 = -1354052.647409
  nChanged 5
		SP:Iteration 82Q (91496.990000 sec): 3 clusters
  Score: Raw -1357130.526261 + Penalty 3077.200874 = -1354053.325388
  nChanged 4
		SP:Iteration 83Q (91497.180000 sec): 3 clusters
  Score: Raw -1357130.990986 + Penalty 3077.200874 = -1354053.790113
  nChanged 3
		SP:Iteration 84Q (91497.390000 sec): 3 clusters
  Score: Raw -1357131.229036 + Penalty 3077.200874 = -1354054.028163
  nChanged 1
		SP:Iteration 85Q (91497.570000 sec): 3 clusters
  Score: Raw -1357131.459989 + Penalty 3077.200874 = -1354054.259115
  nChanged 2
		SP:Iteration 86Q (91497.790000 sec): 3 clusters
  Score: Raw -1357131.673668 + Penalty 3077.200874 = -1354054.472794
  nChanged 2
		SP:Iteration 87Q (91498.010000 sec): 3 clusters
  Score: Raw -1357131.898637 + Penalty 3077.200874 = -1354054.697763
  nChanged 2
		SP:Iteration 88Q (91498.190000 sec): 3 clusters
  Score: Raw -1357132.090635 + Penalty 3077.200874 = -1354054.889761
  nChanged 1
		SP:Iteration 89Q (91498.380000 sec): 3 clusters
  Score: Raw -1357132.173912 + Penalty 3077.200874 = -1354054.973038
  nChanged 1
		SP:Iteration 90Q (91498.570000 sec): 3 clusters
  Score: Raw -1357132.297002 + Penalty 3077.200874 = -1354055.096129
  nChanged 3
		SP:Iteration 91Q (91498.780000 sec): 3 clusters
  Score: Raw -1357132.618416 + Penalty 3077.200874 = -1354055.417542
  nChanged 0
		SP:Iteration 92F (91498.970000 sec): 3 clusters
  Score: Raw -1357132.618416 + Penalty 3077.200874 = -1354055.417542
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91499.030000 sec): 2 clusters
  Score: Raw -112464.761352 + Penalty 1167.008691 = -111297.752661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91499.060000 sec): 3 clusters
  Score: Raw -112005.032698 + Penalty 2334.017382 = -109671.015316
  nChanged 431
		SP:Iteration 1F (91499.090000 sec): 3 clusters
  Score: Raw -112404.143501 + Penalty 2334.017382 = -110070.126119
  nChanged 124
		SP:Iteration 2F (91499.110000 sec): 3 clusters
  Score: Raw -112555.908066 + Penalty 2334.017382 = -110221.890684
  nChanged 81
		SP:Iteration 3F (91499.140000 sec): 3 clusters
  Score: Raw -112640.939643 + Penalty 2334.017382 = -110306.922261
  nChanged 55
		SP:Iteration 4Q (91499.170000 sec): 3 clusters
  Score: Raw -112710.887138 + Penalty 2334.017382 = -110376.869756
  nChanged 46
		SP:Iteration 5Q (91499.200000 sec): 3 clusters
  Score: Raw -112762.036919 + Penalty 2334.017382 = -110428.019537
  nChanged 38
		SP:Iteration 6Q (91499.230000 sec): 3 clusters
  Score: Raw -112811.079330 + Penalty 2334.017382 = -110477.061948
  nChanged 29
		SP:Iteration 7Q (91499.250000 sec): 3 clusters
  Score: Raw -112841.704966 + Penalty 2334.017382 = -110507.687584
  nChanged 22
		SP:Iteration 8Q (91499.270000 sec): 3 clusters
  Score: Raw -112858.956392 + Penalty 2334.017382 = -110524.939010
  nChanged 14
		SP:Iteration 9Q (91499.300000 sec): 3 clusters
  Score: Raw -112871.264549 + Penalty 2334.017382 = -110537.247167
  nChanged 8
		SP:Iteration 10Q (91499.330000 sec): 3 clusters
  Score: Raw -112880.067697 + Penalty 2334.017382 = -110546.050315
  nChanged 8
		SP:Iteration 11Q (91499.350000 sec): 3 clusters
  Score: Raw -112887.232825 + Penalty 2334.017382 = -110553.215443
  nChanged 10
		SP:Iteration 12Q (91499.380000 sec): 3 clusters
  Score: Raw -112894.302028 + Penalty 2334.017382 = -110560.284646
  nChanged 8
		SP:Iteration 13Q (91499.400000 sec): 3 clusters
  Score: Raw -112904.002516 + Penalty 2334.017382 = -110569.985134
  nChanged 10
		SP:Iteration 14Q (91499.430000 sec): 3 clusters
  Score: Raw -112917.190395 + Penalty 2334.017382 = -110583.173013
  nChanged 12
		SP:Iteration 15Q (91499.450000 sec): 3 clusters
  Score: Raw -112931.240248 + Penalty 2334.017382 = -110597.222866
  nChanged 10
		SP:Iteration 16Q (91499.480000 sec): 3 clusters
  Score: Raw -112947.900728 + Penalty 2334.017382 = -110613.883346
  nChanged 12
		SP:Iteration 17Q (91499.500000 sec): 3 clusters
  Score: Raw -112961.687870 + Penalty 2334.017382 = -110627.670488
  nChanged 11
		SP:Iteration 18Q (91499.530000 sec): 3 clusters
  Score: Raw -112972.843107 + Penalty 2334.017382 = -110638.825725
  nChanged 9
		SP:Iteration 19Q (91499.550000 sec): 3 clusters
  Score: Raw -112984.438806 + Penalty 2334.017382 = -110650.421424
  nChanged 4
		SP:Iteration 20F (91499.580000 sec): 3 clusters
  Score: Raw -112987.977301 + Penalty 2334.017382 = -110653.959919
  nChanged 6
		SP:Iteration 21Q (91499.600000 sec): 3 clusters
  Score: Raw -112994.160609 + Penalty 2334.017382 = -110660.143227
  nChanged 3
		SP:Iteration 22Q (91499.630000 sec): 3 clusters
  Score: Raw -112997.215195 + Penalty 2334.017382 = -110663.197813
  nChanged 0
		SP:Iteration 23F (91499.650000 sec): 3 clusters
  Score: Raw -112997.215195 + Penalty 2334.017382 = -110663.197813
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (4102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91499.730000 sec): 2 clusters
  Score: Raw -423537.262242 + Penalty 1351.874865 = -422185.387377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91499.810000 sec): 3 clusters
  Score: Raw -421459.296723 + Penalty 2703.749730 = -418755.546993
  nChanged 1679
		SP:Iteration 1F (91499.890000 sec): 3 clusters
  Score: Raw -422471.544665 + Penalty 2703.749730 = -419767.794935
  nChanged 347
		SP:Iteration 2F (91499.970000 sec): 3 clusters
  Score: Raw -422725.594784 + Penalty 2703.749730 = -420021.845054
  nChanged 261
		SP:Iteration 3F (91500.040000 sec): 3 clusters
  Score: Raw -422899.588258 + Penalty 2703.749730 = -420195.838528
  nChanged 210
		SP:Iteration 4F (91500.120000 sec): 3 clusters
  Score: Raw -423031.585069 + Penalty 2703.749730 = -420327.835339
  nChanged 156
		SP:Iteration 5Q (91500.200000 sec): 3 clusters
  Score: Raw -423117.479748 + Penalty 2703.749730 = -420413.730018
  nChanged 119
		SP:Iteration 6Q (91500.280000 sec): 3 clusters
  Score: Raw -423177.603758 + Penalty 2703.749730 = -420473.854028
  nChanged 89
		SP:Iteration 7Q (91500.360000 sec): 3 clusters
  Score: Raw -423221.589840 + Penalty 2703.749730 = -420517.840110
  nChanged 87
		SP:Iteration 8Q (91500.430000 sec): 3 clusters
  Score: Raw -423263.197250 + Penalty 2703.749730 = -420559.447520
  nChanged 73
		SP:Iteration 9Q (91500.510000 sec): 3 clusters
  Score: Raw -423290.084204 + Penalty 2703.749730 = -420586.334474
  nChanged 53
		SP:Iteration 10Q (91500.590000 sec): 3 clusters
  Score: Raw -423311.521786 + Penalty 2703.749730 = -420607.772056
  nChanged 53
		SP:Iteration 11Q (91500.670000 sec): 3 clusters
  Score: Raw -423328.402564 + Penalty 2703.749730 = -420624.652834
  nChanged 35
		SP:Iteration 12Q (91500.750000 sec): 3 clusters
  Score: Raw -423341.148017 + Penalty 2703.749730 = -420637.398287
  nChanged 36
		SP:Iteration 13Q (91500.830000 sec): 3 clusters
  Score: Raw -423352.417015 + Penalty 2703.749730 = -420648.667285
  nChanged 33
		SP:Iteration 14Q (91500.910000 sec): 3 clusters
  Score: Raw -423364.355691 + Penalty 2703.749730 = -420660.605961
  nChanged 32
		SP:Iteration 15Q (91500.990000 sec): 3 clusters
  Score: Raw -423375.584742 + Penalty 2703.749730 = -420671.835012
  nChanged 27
		SP:Iteration 16Q (91501.070000 sec): 3 clusters
  Score: Raw -423384.645127 + Penalty 2703.749730 = -420680.895397
  nChanged 25
		SP:Iteration 17Q (91501.150000 sec): 3 clusters
  Score: Raw -423391.056268 + Penalty 2703.749730 = -420687.306538
  nChanged 22
		SP:Iteration 18Q (91501.220000 sec): 3 clusters
  Score: Raw -423397.005569 + Penalty 2703.749730 = -420693.255839
  nChanged 13
		SP:Iteration 19Q (91501.300000 sec): 3 clusters
  Score: Raw -423400.869793 + Penalty 2703.749730 = -420697.120063
  nChanged 15
		SP:Iteration 20F (91501.380000 sec): 3 clusters
  Score: Raw -423406.059478 + Penalty 2703.749730 = -420702.309748
  nChanged 15
		SP:Iteration 21Q (91501.460000 sec): 3 clusters
  Score: Raw -423410.090567 + Penalty 2703.749730 = -420706.340837
  nChanged 8
		SP:Iteration 22Q (91501.540000 sec): 3 clusters
  Score: Raw -423411.533179 + Penalty 2703.749730 = -420707.783449
  nChanged 5
		SP:Iteration 23Q (91501.610000 sec): 3 clusters
  Score: Raw -423412.749846 + Penalty 2703.749730 = -420709.000116
  nChanged 6
		SP:Iteration 24Q (91501.690000 sec): 3 clusters
  Score: Raw -423414.097308 + Penalty 2703.749730 = -420710.347578
  nChanged 4
		SP:Iteration 25Q (91501.770000 sec): 3 clusters
  Score: Raw -423414.814220 + Penalty 2703.749730 = -420711.064490
  nChanged 5
		SP:Iteration 26Q (91501.850000 sec): 3 clusters
  Score: Raw -423415.907704 + Penalty 2703.749730 = -420712.157974
  nChanged 4
		SP:Iteration 27Q (91501.930000 sec): 3 clusters
  Score: Raw -423416.463055 + Penalty 2703.749730 = -420712.713325
  nChanged 2
		SP:Iteration 28Q (91502.010000 sec): 3 clusters
  Score: Raw -423416.823724 + Penalty 2703.749730 = -420713.073994
  nChanged 1
		SP:Iteration 29Q (91502.100000 sec): 3 clusters
  Score: Raw -423417.049658 + Penalty 2703.749730 = -420713.299928
  nChanged 1
		SP:Iteration 30Q (91502.180000 sec): 3 clusters
  Score: Raw -423417.253512 + Penalty 2703.749730 = -420713.503782
  nChanged 1
		SP:Iteration 31Q (91502.250000 sec): 3 clusters
  Score: Raw -423417.365598 + Penalty 2703.749730 = -420713.615868
  nChanged 1
		SP:Iteration 32Q (91502.330000 sec): 3 clusters
  Score: Raw -423417.822377 + Penalty 2703.749730 = -420714.072647
  nChanged 2
		SP:Iteration 33Q (91502.410000 sec): 3 clusters
  Score: Raw -423418.097949 + Penalty 2703.749730 = -420714.348219
  nChanged 1
		SP:Iteration 34Q (91502.500000 sec): 3 clusters
  Score: Raw -423418.261731 + Penalty 2703.749730 = -420714.512001
  nChanged 1
		SP:Iteration 35Q (91502.580000 sec): 3 clusters
  Score: Raw -423418.378829 + Penalty 2703.749730 = -420714.629099
  nChanged 2
		SP:Iteration 36Q (91502.660000 sec): 3 clusters
  Score: Raw -423418.603409 + Penalty 2703.749730 = -420714.853679
  nChanged 1
		SP:Iteration 37Q (91502.730000 sec): 3 clusters
  Score: Raw -423418.757277 + Penalty 2703.749730 = -420715.007547
  nChanged 2
		SP:Iteration 38Q (91502.810000 sec): 3 clusters
  Score: Raw -423419.210556 + Penalty 2703.749730 = -420715.460826
  nChanged 2
		SP:Iteration 39Q (91502.890000 sec): 3 clusters
  Score: Raw -423419.464497 + Penalty 2703.749730 = -420715.714767
  nChanged 3
		SP:Iteration 40F (91502.970000 sec): 3 clusters
  Score: Raw -423419.835946 + Penalty 2703.749730 = -420716.086216
  nChanged 5
		SP:Iteration 41Q (91503.050000 sec): 3 clusters
  Score: Raw -423420.647734 + Penalty 2703.749730 = -420716.898004
  nChanged 6
		SP:Iteration 42Q (91503.120000 sec): 3 clusters
  Score: Raw -423422.185580 + Penalty 2703.749730 = -420718.435850
  nChanged 5
		SP:Iteration 43Q (91503.200000 sec): 3 clusters
  Score: Raw -423422.825944 + Penalty 2703.749730 = -420719.076214
  nChanged 5
		SP:Iteration 44Q (91503.280000 sec): 3 clusters
  Score: Raw -423424.102354 + Penalty 2703.749730 = -420720.352624
  nChanged 4
		SP:Iteration 45Q (91503.360000 sec): 3 clusters
  Score: Raw -423425.314104 + Penalty 2703.749730 = -420721.564373
  nChanged 9
		SP:Iteration 46Q (91503.440000 sec): 3 clusters
  Score: Raw -423428.210736 + Penalty 2703.749730 = -420724.461006
  nChanged 13
		SP:Iteration 47Q (91503.520000 sec): 3 clusters
  Score: Raw -423432.923101 + Penalty 2703.749730 = -420729.173371
  nChanged 18
		SP:Iteration 48Q (91503.600000 sec): 3 clusters
  Score: Raw -423439.469682 + Penalty 2703.749730 = -420735.719952
  nChanged 16
		SP:Iteration 49Q (91503.680000 sec): 3 clusters
  Score: Raw -423444.658481 + Penalty 2703.749730 = -420740.908751
  nChanged 13
		SP:Iteration 50Q (91503.760000 sec): 3 clusters
  Score: Raw -423449.384803 + Penalty 2703.749730 = -420745.635073
  nChanged 13
		SP:Iteration 51Q (91503.840000 sec): 3 clusters
  Score: Raw -423454.229896 + Penalty 2703.749730 = -420750.480166
  nChanged 10
		SP:Iteration 52Q (91503.920000 sec): 3 clusters
  Score: Raw -423457.138576 + Penalty 2703.749730 = -420753.388846
  nChanged 9
		SP:Iteration 53Q (91503.990000 sec): 3 clusters
  Score: Raw -423459.653755 + Penalty 2703.749730 = -420755.904025
  nChanged 6
		SP:Iteration 54Q (91504.070000 sec): 3 clusters
  Score: Raw -423461.496461 + Penalty 2703.749730 = -420757.746731
  nChanged 6
		SP:Iteration 55Q (91504.150000 sec): 3 clusters
  Score: Raw -423462.937013 + Penalty 2703.749730 = -420759.187282
  nChanged 5
		SP:Iteration 56Q (91504.230000 sec): 3 clusters
  Score: Raw -423464.418411 + Penalty 2703.749730 = -420760.668680
  nChanged 6
		SP:Iteration 57Q (91504.310000 sec): 3 clusters
  Score: Raw -423465.880940 + Penalty 2703.749730 = -420762.131210
  nChanged 6
		SP:Iteration 58Q (91504.390000 sec): 3 clusters
  Score: Raw -423467.858948 + Penalty 2703.749730 = -420764.109218
  nChanged 6
		SP:Iteration 59Q (91504.470000 sec): 3 clusters
  Score: Raw -423469.940619 + Penalty 2703.749730 = -420766.190889
  nChanged 11
		SP:Iteration 60F (91504.540000 sec): 3 clusters
  Score: Raw -423473.067879 + Penalty 2703.749730 = -420769.318149
  nChanged 9
		SP:Iteration 61Q (91504.620000 sec): 3 clusters
  Score: Raw -423475.548514 + Penalty 2703.749730 = -420771.798784
  nChanged 12
		SP:Iteration 62Q (91504.700000 sec): 3 clusters
  Score: Raw -423479.711347 + Penalty 2703.749730 = -420775.961617
  nChanged 7
		SP:Iteration 63Q (91504.780000 sec): 3 clusters
  Score: Raw -423482.318930 + Penalty 2703.749730 = -420778.569199
  nChanged 7
		SP:Iteration 64Q (91504.860000 sec): 3 clusters
  Score: Raw -423484.582034 + Penalty 2703.749730 = -420780.832304
  nChanged 12
		SP:Iteration 65Q (91504.940000 sec): 3 clusters
  Score: Raw -423488.419232 + Penalty 2703.749730 = -420784.669502
  nChanged 11
		SP:Iteration 66Q (91505.020000 sec): 3 clusters
  Score: Raw -423491.272120 + Penalty 2703.749730 = -420787.522390
  nChanged 11
		SP:Iteration 67Q (91505.100000 sec): 3 clusters
  Score: Raw -423494.385360 + Penalty 2703.749730 = -420790.635630
  nChanged 13
		SP:Iteration 68Q (91505.170000 sec): 3 clusters
  Score: Raw -423497.979666 + Penalty 2703.749730 = -420794.229936
  nChanged 5
		SP:Iteration 69Q (91505.250000 sec): 3 clusters
  Score: Raw -423498.675889 + Penalty 2703.749730 = -420794.926159
  nChanged 3
		SP:Iteration 70Q (91505.330000 sec): 3 clusters
  Score: Raw -423499.020726 + Penalty 2703.749730 = -420795.270996
  nChanged 4
		SP:Iteration 71Q (91505.410000 sec): 3 clusters
  Score: Raw -423500.105024 + Penalty 2703.749730 = -420796.355294
  nChanged 6
		SP:Iteration 72Q (91505.490000 sec): 3 clusters
  Score: Raw -423501.238586 + Penalty 2703.749730 = -420797.488856
  nChanged 1
		SP:Iteration 73Q (91505.570000 sec): 3 clusters
  Score: Raw -423501.650954 + Penalty 2703.749730 = -420797.901224
  nChanged 0
		SP:Iteration 74F (91505.640000 sec): 3 clusters
  Score: Raw -423501.650954 + Penalty 2703.749730 = -420797.901224
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91505.710000 sec): 2 clusters
  Score: Raw -181462.300719 + Penalty 1225.005437 = -180237.295282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91505.740000 sec): 3 clusters
  Score: Raw -180706.988426 + Penalty 2450.010875 = -178256.977551
  nChanged 637
		SP:Iteration 1F (91505.780000 sec): 3 clusters
  Score: Raw -181126.709542 + Penalty 2450.010875 = -178676.698667
  nChanged 142
		SP:Iteration 2F (91505.820000 sec): 3 clusters
  Score: Raw -181229.425077 + Penalty 2450.010875 = -178779.414202
  nChanged 62
		SP:Iteration 3Q (91505.850000 sec): 3 clusters
  Score: Raw -181263.858637 + Penalty 2450.010875 = -178813.847762
  nChanged 39
		SP:Iteration 4Q (91505.890000 sec): 3 clusters
  Score: Raw -181286.217533 + Penalty 2450.010875 = -178836.206658
  nChanged 24
		SP:Iteration 5Q (91505.930000 sec): 3 clusters
  Score: Raw -181301.476176 + Penalty 2450.010875 = -178851.465301
  nChanged 18
		SP:Iteration 6Q (91505.960000 sec): 3 clusters
  Score: Raw -181308.806108 + Penalty 2450.010875 = -178858.795233
  nChanged 11
		SP:Iteration 7Q (91506.000000 sec): 3 clusters
  Score: Raw -181315.746193 + Penalty 2450.010875 = -178865.735318
  nChanged 10
		SP:Iteration 8Q (91506.040000 sec): 3 clusters
  Score: Raw -181319.478469 + Penalty 2450.010875 = -178869.467594
  nChanged 6
		SP:Iteration 9Q (91506.070000 sec): 3 clusters
  Score: Raw -181321.594827 + Penalty 2450.010875 = -178871.583952
  nChanged 3
		SP:Iteration 10Q (91506.110000 sec): 3 clusters
  Score: Raw -181322.652203 + Penalty 2450.010875 = -178872.641328
  nChanged 2
		SP:Iteration 11Q (91506.150000 sec): 3 clusters
  Score: Raw -181323.597249 + Penalty 2450.010875 = -178873.586374
  nChanged 3
		SP:Iteration 12Q (91506.180000 sec): 3 clusters
  Score: Raw -181325.573108 + Penalty 2450.010875 = -178875.562234
  nChanged 2
		SP:Iteration 13Q (91506.220000 sec): 3 clusters
  Score: Raw -181326.044056 + Penalty 2450.010875 = -178876.033181
  nChanged 2
		SP:Iteration 14Q (91506.260000 sec): 3 clusters
  Score: Raw -181327.203496 + Penalty 2450.010875 = -178877.192621
  nChanged 2
		SP:Iteration 15Q (91506.300000 sec): 3 clusters
  Score: Raw -181329.160486 + Penalty 2450.010875 = -178879.149611
  nChanged 2
		SP:Iteration 16Q (91506.330000 sec): 3 clusters
  Score: Raw -181331.018514 + Penalty 2450.010875 = -178881.007640
  nChanged 4
		SP:Iteration 17Q (91506.370000 sec): 3 clusters
  Score: Raw -181334.486554 + Penalty 2450.010875 = -178884.475679
  nChanged 13
		SP:Iteration 18Q (91506.410000 sec): 3 clusters
  Score: Raw -181344.461126 + Penalty 2450.010875 = -178894.450252
  nChanged 12
		SP:Iteration 19Q (91506.440000 sec): 3 clusters
  Score: Raw -181350.673402 + Penalty 2450.010875 = -178900.662527
  nChanged 11
		SP:Iteration 20F (91506.480000 sec): 3 clusters
  Score: Raw -181354.493537 + Penalty 2450.010875 = -178904.482662
  nChanged 4
		SP:Iteration 21Q (91506.520000 sec): 3 clusters
  Score: Raw -181355.685144 + Penalty 2450.010875 = -178905.674269
  nChanged 2
		SP:Iteration 22Q (91506.550000 sec): 3 clusters
  Score: Raw -181356.227339 + Penalty 2450.010875 = -178906.216464
  nChanged 4
		SP:Iteration 23Q (91506.590000 sec): 3 clusters
  Score: Raw -181357.722694 + Penalty 2450.010875 = -178907.711820
  nChanged 5
		SP:Iteration 24Q (91506.630000 sec): 3 clusters
  Score: Raw -181360.358784 + Penalty 2450.010875 = -178910.347910
  nChanged 5
		SP:Iteration 25Q (91506.660000 sec): 3 clusters
  Score: Raw -181362.507068 + Penalty 2450.010875 = -178912.496193
  nChanged 4
		SP:Iteration 26Q (91506.700000 sec): 3 clusters
  Score: Raw -181364.309172 + Penalty 2450.010875 = -178914.298297
  nChanged 5
		SP:Iteration 27Q (91506.740000 sec): 3 clusters
  Score: Raw -181365.946290 + Penalty 2450.010875 = -178915.935415
  nChanged 5
		SP:Iteration 28Q (91506.780000 sec): 3 clusters
  Score: Raw -181368.177037 + Penalty 2450.010875 = -178918.166162
  nChanged 6
		SP:Iteration 29Q (91506.810000 sec): 3 clusters
  Score: Raw -181372.547548 + Penalty 2450.010875 = -178922.536673
  nChanged 5
		SP:Iteration 30Q (91506.850000 sec): 3 clusters
  Score: Raw -181374.205950 + Penalty 2450.010875 = -178924.195075
  nChanged 3
		SP:Iteration 31Q (91506.880000 sec): 3 clusters
  Score: Raw -181375.802725 + Penalty 2450.010875 = -178925.791850
  nChanged 4
		SP:Iteration 32Q (91506.920000 sec): 3 clusters
  Score: Raw -181379.147932 + Penalty 2450.010875 = -178929.137057
  nChanged 4
		SP:Iteration 33Q (91506.960000 sec): 3 clusters
  Score: Raw -181380.945278 + Penalty 2450.010875 = -178930.934403
  nChanged 5
		SP:Iteration 34Q (91506.990000 sec): 3 clusters
  Score: Raw -181382.064255 + Penalty 2450.010875 = -178932.053380
  nChanged 0
		SP:Iteration 35F (91507.030000 sec): 3 clusters
  Score: Raw -181382.064255 + Penalty 2450.010875 = -178932.053380
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (8369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91507.130000 sec): 2 clusters
  Score: Raw -712107.879346 + Penalty 1467.747073 = -710640.132273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91507.280000 sec): 3 clusters
  Score: Raw -707453.426307 + Penalty 2935.494147 = -704517.932160
  nChanged 3631
		SP:Iteration 1F (91507.400000 sec): 3 clusters
  Score: Raw -709780.209917 + Penalty 2935.494147 = -706844.715770
  nChanged 659
		SP:Iteration 2F (91507.530000 sec): 3 clusters
  Score: Raw -710208.263344 + Penalty 2935.494147 = -707272.769198
  nChanged 523
		SP:Iteration 3F (91507.670000 sec): 3 clusters
  Score: Raw -710496.944902 + Penalty 2935.494147 = -707561.450755
  nChanged 460
		SP:Iteration 4F (91507.800000 sec): 3 clusters
  Score: Raw -710747.946121 + Penalty 2935.494147 = -707812.451975
  nChanged 396
		SP:Iteration 5Q (91507.940000 sec): 3 clusters
  Score: Raw -710969.336529 + Penalty 2935.494147 = -708033.842383
  nChanged 373
		SP:Iteration 6Q (91508.080000 sec): 3 clusters
  Score: Raw -711168.119537 + Penalty 2935.494147 = -708232.625390
  nChanged 328
		SP:Iteration 7Q (91508.220000 sec): 3 clusters
  Score: Raw -711322.804485 + Penalty 2935.494147 = -708387.310338
  nChanged 248
		SP:Iteration 8Q (91508.360000 sec): 3 clusters
  Score: Raw -711433.240890 + Penalty 2935.494147 = -708497.746743
  nChanged 216
		SP:Iteration 9Q (91508.480000 sec): 3 clusters
  Score: Raw -711522.312311 + Penalty 2935.494147 = -708586.818165
  nChanged 175
		SP:Iteration 10Q (91508.620000 sec): 3 clusters
  Score: Raw -711595.705643 + Penalty 2935.494147 = -708660.211497
  nChanged 160
		SP:Iteration 11Q (91508.760000 sec): 3 clusters
  Score: Raw -711649.571154 + Penalty 2935.494147 = -708714.077007
  nChanged 129
		SP:Iteration 12Q (91508.900000 sec): 3 clusters
  Score: Raw -711687.020713 + Penalty 2935.494147 = -708751.526566
  nChanged 116
		SP:Iteration 13Q (91509.040000 sec): 3 clusters
  Score: Raw -711721.941811 + Penalty 2935.494147 = -708786.447664
  nChanged 107
		SP:Iteration 14Q (91509.180000 sec): 3 clusters
  Score: Raw -711749.143148 + Penalty 2935.494147 = -708813.649001
  nChanged 94
		SP:Iteration 15Q (91509.320000 sec): 3 clusters
  Score: Raw -711769.365396 + Penalty 2935.494147 = -708833.871249
  nChanged 63
		SP:Iteration 16Q (91509.450000 sec): 3 clusters
  Score: Raw -711781.733214 + Penalty 2935.494147 = -708846.239067
  nChanged 45
		SP:Iteration 17Q (91509.570000 sec): 3 clusters
  Score: Raw -711788.572694 + Penalty 2935.494147 = -708853.078548
  nChanged 33
		SP:Iteration 18Q (91509.710000 sec): 3 clusters
  Score: Raw -711793.158749 + Penalty 2935.494147 = -708857.664602
  nChanged 24
		SP:Iteration 19Q (91509.850000 sec): 3 clusters
  Score: Raw -711797.209371 + Penalty 2935.494147 = -708861.715224
  nChanged 32
		SP:Iteration 20F (91509.980000 sec): 3 clusters
  Score: Raw -711805.287338 + Penalty 2935.494147 = -708869.793191
  nChanged 25
		SP:Iteration 21Q (91510.120000 sec): 3 clusters
  Score: Raw -711811.076979 + Penalty 2935.494147 = -708875.582832
  nChanged 22
		SP:Iteration 22Q (91510.260000 sec): 3 clusters
  Score: Raw -711814.067440 + Penalty 2935.494147 = -708878.573294
  nChanged 17
		SP:Iteration 23Q (91510.400000 sec): 3 clusters
  Score: Raw -711816.346006 + Penalty 2935.494147 = -708880.851859
  nChanged 9
		SP:Iteration 24Q (91510.540000 sec): 3 clusters
  Score: Raw -711817.588685 + Penalty 2935.494147 = -708882.094538
  nChanged 14
		SP:Iteration 25Q (91510.660000 sec): 3 clusters
  Score: Raw -711820.083148 + Penalty 2935.494147 = -708884.589001
  nChanged 8
		SP:Iteration 26Q (91510.790000 sec): 3 clusters
  Score: Raw -711821.469787 + Penalty 2935.494147 = -708885.975641
  nChanged 16
		SP:Iteration 27Q (91510.930000 sec): 3 clusters
  Score: Raw -711824.045066 + Penalty 2935.494147 = -708888.550919
  nChanged 16
		SP:Iteration 28Q (91511.070000 sec): 3 clusters
  Score: Raw -711826.424678 + Penalty 2935.494147 = -708890.930531
  nChanged 14
		SP:Iteration 29Q (91511.210000 sec): 3 clusters
  Score: Raw -711827.917015 + Penalty 2935.494147 = -708892.422869
  nChanged 11
		SP:Iteration 30Q (91511.350000 sec): 3 clusters
  Score: Raw -711829.722969 + Penalty 2935.494147 = -708894.228822
  nChanged 9
		SP:Iteration 31Q (91511.490000 sec): 3 clusters
  Score: Raw -711830.625681 + Penalty 2935.494147 = -708895.131534
  nChanged 7
		SP:Iteration 32Q (91511.620000 sec): 3 clusters
  Score: Raw -711831.831380 + Penalty 2935.494147 = -708896.337233
  nChanged 10
		SP:Iteration 33Q (91511.750000 sec): 3 clusters
  Score: Raw -711833.185632 + Penalty 2935.494147 = -708897.691485
  nChanged 7
		SP:Iteration 34Q (91511.880000 sec): 3 clusters
  Score: Raw -711833.830712 + Penalty 2935.494147 = -708898.336565
  nChanged 6
		SP:Iteration 35Q (91512.020000 sec): 3 clusters
  Score: Raw -711834.359518 + Penalty 2935.494147 = -708898.865372
  nChanged 5
		SP:Iteration 36Q (91512.160000 sec): 3 clusters
  Score: Raw -711834.838801 + Penalty 2935.494147 = -708899.344654
  nChanged 6
		SP:Iteration 37Q (91512.300000 sec): 3 clusters
  Score: Raw -711835.528972 + Penalty 2935.494147 = -708900.034825
  nChanged 3
		SP:Iteration 38Q (91512.440000 sec): 3 clusters
  Score: Raw -711835.800829 + Penalty 2935.494147 = -708900.306682
  nChanged 5
		SP:Iteration 39Q (91512.580000 sec): 3 clusters
  Score: Raw -711836.338015 + Penalty 2935.494147 = -708900.843868
  nChanged 7
		SP:Iteration 40F (91512.710000 sec): 3 clusters
  Score: Raw -711837.038713 + Penalty 2935.494147 = -708901.544566
  nChanged 9
		SP:Iteration 41Q (91512.830000 sec): 3 clusters
  Score: Raw -711838.110851 + Penalty 2935.494147 = -708902.616704
  nChanged 8
		SP:Iteration 42Q (91512.970000 sec): 3 clusters
  Score: Raw -711840.110585 + Penalty 2935.494147 = -708904.616438
  nChanged 8
		SP:Iteration 43Q (91513.110000 sec): 3 clusters
  Score: Raw -711840.991299 + Penalty 2935.494147 = -708905.497152
  nChanged 7
		SP:Iteration 44Q (91513.240000 sec): 3 clusters
  Score: Raw -711841.928445 + Penalty 2935.494147 = -708906.434298
  nChanged 10
		SP:Iteration 45Q (91513.380000 sec): 3 clusters
  Score: Raw -711843.231115 + Penalty 2935.494147 = -708907.736968
  nChanged 11
		SP:Iteration 46Q (91513.520000 sec): 3 clusters
  Score: Raw -711844.596617 + Penalty 2935.494147 = -708909.102471
  nChanged 11
		SP:Iteration 47Q (91513.660000 sec): 3 clusters
  Score: Raw -711845.993831 + Penalty 2935.494147 = -708910.499684
  nChanged 11
		SP:Iteration 48Q (91513.790000 sec): 3 clusters
  Score: Raw -711847.012484 + Penalty 2935.494147 = -708911.518338
  nChanged 6
		SP:Iteration 49Q (91513.920000 sec): 3 clusters
  Score: Raw -711847.836955 + Penalty 2935.494147 = -708912.342808
  nChanged 4
		SP:Iteration 50Q (91514.050000 sec): 3 clusters
  Score: Raw -711848.202467 + Penalty 2935.494147 = -708912.708320
  nChanged 1
		SP:Iteration 51Q (91514.190000 sec): 3 clusters
  Score: Raw -711848.674400 + Penalty 2935.494147 = -708913.180253
  nChanged 4
		SP:Iteration 52Q (91514.330000 sec): 3 clusters
  Score: Raw -711849.067100 + Penalty 2935.494147 = -708913.572954
  nChanged 4
		SP:Iteration 53Q (91514.470000 sec): 3 clusters
  Score: Raw -711849.392943 + Penalty 2935.494147 = -708913.898797
  nChanged 3
		SP:Iteration 54Q (91514.610000 sec): 3 clusters
  Score: Raw -711849.616253 + Penalty 2935.494147 = -708914.122107
  nChanged 1
		SP:Iteration 55Q (91514.750000 sec): 3 clusters
  Score: Raw -711849.716933 + Penalty 2935.494147 = -708914.222786
  nChanged 2
		SP:Iteration 56Q (91514.880000 sec): 3 clusters
  Score: Raw -711849.838682 + Penalty 2935.494147 = -708914.344535
  nChanged 3
		SP:Iteration 57Q (91515.000000 sec): 3 clusters
  Score: Raw -711850.153317 + Penalty 2935.494147 = -708914.659171
  nChanged 4
		SP:Iteration 58Q (91515.140000 sec): 3 clusters
  Score: Raw -711850.548697 + Penalty 2935.494147 = -708915.054550
  nChanged 3
		SP:Iteration 59Q (91515.280000 sec): 3 clusters
  Score: Raw -711851.031946 + Penalty 2935.494147 = -708915.537800
  nChanged 4
		SP:Iteration 60F (91515.410000 sec): 3 clusters
  Score: Raw -711851.411357 + Penalty 2935.494147 = -708915.917211
  nChanged 6
		SP:Iteration 61Q (91515.550000 sec): 3 clusters
  Score: Raw -711852.082639 + Penalty 2935.494147 = -708916.588492
  nChanged 4
		SP:Iteration 62Q (91515.690000 sec): 3 clusters
  Score: Raw -711852.614177 + Penalty 2935.494147 = -708917.120030
  nChanged 6
		SP:Iteration 63Q (91515.830000 sec): 3 clusters
  Score: Raw -711853.201005 + Penalty 2935.494147 = -708917.706858
  nChanged 4
		SP:Iteration 64Q (91515.970000 sec): 3 clusters
  Score: Raw -711853.556989 + Penalty 2935.494147 = -708918.062842
  nChanged 5
		SP:Iteration 65Q (91516.100000 sec): 3 clusters
  Score: Raw -711853.971347 + Penalty 2935.494147 = -708918.477201
  nChanged 4
		SP:Iteration 66Q (91516.220000 sec): 3 clusters
  Score: Raw -711854.492880 + Penalty 2935.494147 = -708918.998734
  nChanged 6
		SP:Iteration 67Q (91516.360000 sec): 3 clusters
  Score: Raw -711855.119869 + Penalty 2935.494147 = -708919.625722
  nChanged 5
		SP:Iteration 68Q (91516.500000 sec): 3 clusters
  Score: Raw -711855.575818 + Penalty 2935.494147 = -708920.081671
  nChanged 3
		SP:Iteration 69Q (91516.640000 sec): 3 clusters
  Score: Raw -711855.745448 + Penalty 2935.494147 = -708920.251302
  nChanged 2
		SP:Iteration 70Q (91516.780000 sec): 3 clusters
  Score: Raw -711855.874854 + Penalty 2935.494147 = -708920.380708
  nChanged 1
		SP:Iteration 71Q (91516.910000 sec): 3 clusters
  Score: Raw -711855.966744 + Penalty 2935.494147 = -708920.472597
  nChanged 0
		SP:Iteration 72F (91517.050000 sec): 3 clusters
  Score: Raw -711855.966744 + Penalty 2935.494147 = -708920.472597
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91517.120000 sec): 2 clusters
  Score: Raw -238969.593294 + Penalty 1260.937299 = -237708.655994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91517.170000 sec): 3 clusters
  Score: Raw -237933.070195 + Penalty 2521.874599 = -235411.195596
  nChanged 827
		SP:Iteration 1F (91517.220000 sec): 3 clusters
  Score: Raw -238427.639861 + Penalty 2521.874599 = -235905.765262
  nChanged 174
		SP:Iteration 2F (91517.270000 sec): 3 clusters
  Score: Raw -238570.830968 + Penalty 2521.874599 = -236048.956369
  nChanged 130
		SP:Iteration 3F (91517.320000 sec): 3 clusters
  Score: Raw -238662.877509 + Penalty 2521.874599 = -236141.002910
  nChanged 83
		SP:Iteration 4Q (91517.370000 sec): 3 clusters
  Score: Raw -238722.123344 + Penalty 2521.874599 = -236200.248745
  nChanged 79
		SP:Iteration 5Q (91517.410000 sec): 3 clusters
  Score: Raw -238790.855751 + Penalty 2521.874599 = -236268.981152
  nChanged 80
		SP:Iteration 6Q (91517.460000 sec): 3 clusters
  Score: Raw -238859.233396 + Penalty 2521.874599 = -236337.358797
  nChanged 81
		SP:Iteration 7Q (91517.510000 sec): 3 clusters
  Score: Raw -238929.671536 + Penalty 2521.874599 = -236407.796937
  nChanged 74
		SP:Iteration 8Q (91517.560000 sec): 3 clusters
  Score: Raw -238984.822894 + Penalty 2521.874599 = -236462.948295
  nChanged 65
		SP:Iteration 9Q (91517.610000 sec): 3 clusters
  Score: Raw -239031.952198 + Penalty 2521.874599 = -236510.077599
  nChanged 55
		SP:Iteration 10Q (91517.650000 sec): 3 clusters
  Score: Raw -239073.838541 + Penalty 2521.874599 = -236551.963942
  nChanged 46
		SP:Iteration 11Q (91517.700000 sec): 3 clusters
  Score: Raw -239115.899244 + Penalty 2521.874599 = -236594.024645
  nChanged 54
		SP:Iteration 12Q (91517.750000 sec): 3 clusters
  Score: Raw -239165.322162 + Penalty 2521.874599 = -236643.447563
  nChanged 50
		SP:Iteration 13Q (91517.790000 sec): 3 clusters
  Score: Raw -239212.184670 + Penalty 2521.874599 = -236690.310071
  nChanged 52
		SP:Iteration 14Q (91517.840000 sec): 3 clusters
  Score: Raw -239260.360015 + Penalty 2521.874599 = -236738.485416
  nChanged 50
		SP:Iteration 15Q (91517.890000 sec): 3 clusters
  Score: Raw -239300.711030 + Penalty 2521.874599 = -236778.836431
  nChanged 42
		SP:Iteration 16Q (91517.930000 sec): 3 clusters
  Score: Raw -239337.793117 + Penalty 2521.874599 = -236815.918518
  nChanged 37
		SP:Iteration 17Q (91517.980000 sec): 3 clusters
  Score: Raw -239383.092975 + Penalty 2521.874599 = -236861.218376
  nChanged 43
		SP:Iteration 18Q (91518.020000 sec): 3 clusters
  Score: Raw -239427.200571 + Penalty 2521.874599 = -236905.325972
  nChanged 44
		SP:Iteration 19Q (91518.070000 sec): 3 clusters
  Score: Raw -239467.401292 + Penalty 2521.874599 = -236945.526693
  nChanged 40
		SP:Iteration 20F (91518.120000 sec): 3 clusters
  Score: Raw -239496.335053 + Penalty 2521.874599 = -236974.460454
  nChanged 31
		SP:Iteration 21Q (91518.160000 sec): 3 clusters
  Score: Raw -239519.952132 + Penalty 2521.874599 = -236998.077533
  nChanged 31
		SP:Iteration 22Q (91518.210000 sec): 3 clusters
  Score: Raw -239547.616488 + Penalty 2521.874599 = -237025.741889
  nChanged 27
		SP:Iteration 23Q (91518.260000 sec): 3 clusters
  Score: Raw -239565.185651 + Penalty 2521.874599 = -237043.311052
  nChanged 22
		SP:Iteration 24Q (91518.300000 sec): 3 clusters
  Score: Raw -239579.439679 + Penalty 2521.874599 = -237057.565080
  nChanged 21
		SP:Iteration 25Q (91518.340000 sec): 3 clusters
  Score: Raw -239593.358369 + Penalty 2521.874599 = -237071.483770
  nChanged 23
		SP:Iteration 26Q (91518.390000 sec): 3 clusters
  Score: Raw -239612.081214 + Penalty 2521.874599 = -237090.206615
  nChanged 18
		SP:Iteration 27Q (91518.440000 sec): 3 clusters
  Score: Raw -239626.579475 + Penalty 2521.874599 = -237104.704877
  nChanged 19
		SP:Iteration 28Q (91518.480000 sec): 3 clusters
  Score: Raw -239638.542518 + Penalty 2521.874599 = -237116.667919
  nChanged 14
		SP:Iteration 29Q (91518.520000 sec): 3 clusters
  Score: Raw -239652.441010 + Penalty 2521.874599 = -237130.566411
  nChanged 14
		SP:Iteration 30Q (91518.570000 sec): 3 clusters
  Score: Raw -239665.424562 + Penalty 2521.874599 = -237143.549963
  nChanged 10
		SP:Iteration 31Q (91518.620000 sec): 3 clusters
  Score: Raw -239672.316713 + Penalty 2521.874599 = -237150.442114
  nChanged 10
		SP:Iteration 32Q (91518.660000 sec): 3 clusters
  Score: Raw -239680.412598 + Penalty 2521.874599 = -237158.537999
  nChanged 14
		SP:Iteration 33Q (91518.700000 sec): 3 clusters
  Score: Raw -239689.724419 + Penalty 2521.874599 = -237167.849820
  nChanged 13
		SP:Iteration 34Q (91518.750000 sec): 3 clusters
  Score: Raw -239699.274757 + Penalty 2521.874599 = -237177.400158
  nChanged 13
		SP:Iteration 35Q (91518.800000 sec): 3 clusters
  Score: Raw -239707.614982 + Penalty 2521.874599 = -237185.740383
  nChanged 9
		SP:Iteration 36Q (91518.840000 sec): 3 clusters
  Score: Raw -239711.001051 + Penalty 2521.874599 = -237189.126452
  nChanged 3
		SP:Iteration 37Q (91518.880000 sec): 3 clusters
  Score: Raw -239711.986136 + Penalty 2521.874599 = -237190.111537
  nChanged 0
		SP:Iteration 38F (91518.930000 sec): 3 clusters
  Score: Raw -239711.986136 + Penalty 2521.874599 = -237190.111537
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91519.100000 sec): 2 clusters
  Score: Raw -1170663.435419 + Penalty 1526.388793 = -1169137.046626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91519.300000 sec): 3 clusters
  Score: Raw -1163770.102051 + Penalty 3052.777586 = -1160717.324465
  nChanged 5270
		SP:Iteration 1F (91519.490000 sec): 3 clusters
  Score: Raw -1166729.507041 + Penalty 3052.777586 = -1163676.729455
  nChanged 772
		SP:Iteration 2F (91519.680000 sec): 3 clusters
  Score: Raw -1167119.097140 + Penalty 3052.777586 = -1164066.319554
  nChanged 705
		SP:Iteration 3F (91519.870000 sec): 3 clusters
  Score: Raw -1167453.981423 + Penalty 3052.777586 = -1164401.203836
  nChanged 586
		SP:Iteration 4Q (91520.080000 sec): 3 clusters
  Score: Raw -1167758.451822 + Penalty 3052.777586 = -1164705.674236
  nChanged 556
		SP:Iteration 5Q (91520.260000 sec): 3 clusters
  Score: Raw -1168074.710132 + Penalty 3052.777586 = -1165021.932546
  nChanged 538
		SP:Iteration 6Q (91520.450000 sec): 3 clusters
  Score: Raw -1168376.269548 + Penalty 3052.777586 = -1165323.491961
  nChanged 496
		SP:Iteration 7Q (91520.630000 sec): 3 clusters
  Score: Raw -1168652.002177 + Penalty 3052.777586 = -1165599.224591
  nChanged 477
		SP:Iteration 8Q (91520.830000 sec): 3 clusters
  Score: Raw -1168915.732509 + Penalty 3052.777586 = -1165862.954923
  nChanged 466
		SP:Iteration 9Q (91521.020000 sec): 3 clusters
  Score: Raw -1169140.002649 + Penalty 3052.777586 = -1166087.225063
  nChanged 389
		SP:Iteration 10Q (91521.210000 sec): 3 clusters
  Score: Raw -1169301.088134 + Penalty 3052.777586 = -1166248.310548
  nChanged 301
		SP:Iteration 11Q (91521.420000 sec): 3 clusters
  Score: Raw -1169390.201381 + Penalty 3052.777586 = -1166337.423794
  nChanged 213
		SP:Iteration 12Q (91521.600000 sec): 3 clusters
  Score: Raw -1169448.905507 + Penalty 3052.777586 = -1166396.127921
  nChanged 162
		SP:Iteration 13Q (91521.790000 sec): 3 clusters
  Score: Raw -1169484.523578 + Penalty 3052.777586 = -1166431.745992
  nChanged 115
		SP:Iteration 14Q (91521.970000 sec): 3 clusters
  Score: Raw -1169506.953965 + Penalty 3052.777586 = -1166454.176379
  nChanged 88
		SP:Iteration 15Q (91522.170000 sec): 3 clusters
  Score: Raw -1169521.536614 + Penalty 3052.777586 = -1166468.759028
  nChanged 58
		SP:Iteration 16Q (91522.360000 sec): 3 clusters
  Score: Raw -1169529.908458 + Penalty 3052.777586 = -1166477.130872
  nChanged 51
		SP:Iteration 17Q (91522.550000 sec): 3 clusters
  Score: Raw -1169537.506383 + Penalty 3052.777586 = -1166484.728797
  nChanged 45
		SP:Iteration 18Q (91522.740000 sec): 3 clusters
  Score: Raw -1169544.164251 + Penalty 3052.777586 = -1166491.386665
  nChanged 49
		SP:Iteration 19Q (91522.940000 sec): 3 clusters
  Score: Raw -1169550.437415 + Penalty 3052.777586 = -1166497.659829
  nChanged 30
		SP:Iteration 20F (91523.130000 sec): 3 clusters
  Score: Raw -1169553.725565 + Penalty 3052.777586 = -1166500.947979
  nChanged 31
		SP:Iteration 21Q (91523.310000 sec): 3 clusters
  Score: Raw -1169557.316764 + Penalty 3052.777586 = -1166504.539178
  nChanged 31
		SP:Iteration 22Q (91523.510000 sec): 3 clusters
  Score: Raw -1169560.801148 + Penalty 3052.777586 = -1166508.023561
  nChanged 23
		SP:Iteration 23Q (91523.700000 sec): 3 clusters
  Score: Raw -1169562.725075 + Penalty 3052.777586 = -1166509.947489
  nChanged 16
		SP:Iteration 24Q (91523.880000 sec): 3 clusters
  Score: Raw -1169564.096203 + Penalty 3052.777586 = -1166511.318616
  nChanged 10
		SP:Iteration 25Q (91524.100000 sec): 3 clusters
  Score: Raw -1169564.762083 + Penalty 3052.777586 = -1166511.984496
  nChanged 2
		SP:Iteration 26Q (91524.290000 sec): 3 clusters
  Score: Raw -1169564.860421 + Penalty 3052.777586 = -1166512.082834
  nChanged 2
		SP:Iteration 27Q (91524.480000 sec): 3 clusters
  Score: Raw -1169564.996873 + Penalty 3052.777586 = -1166512.219286
  nChanged 1
		SP:Iteration 28Q (91524.660000 sec): 3 clusters
  Score: Raw -1169565.040686 + Penalty 3052.777586 = -1166512.263100
  nChanged 2
		SP:Iteration 29Q (91524.870000 sec): 3 clusters
  Score: Raw -1169565.189432 + Penalty 3052.777586 = -1166512.411845
  nChanged 2
		SP:Iteration 30Q (91525.060000 sec): 3 clusters
  Score: Raw -1169565.275374 + Penalty 3052.777586 = -1166512.497788
  nChanged 2
		SP:Iteration 31Q (91525.250000 sec): 3 clusters
  Score: Raw -1169565.402164 + Penalty 3052.777586 = -1166512.624578
  nChanged 0
		SP:Iteration 32F (91525.510000 sec): 3 clusters
  Score: Raw -1169565.402164 + Penalty 3052.777586 = -1166512.624578
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91525.570000 sec): 2 clusters
  Score: Raw -170138.193760 + Penalty 1201.704976 = -168936.488784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91525.600000 sec): 3 clusters
  Score: Raw -169446.288779 + Penalty 2403.409953 = -167042.878826
  nChanged 546
		SP:Iteration 1F (91525.640000 sec): 3 clusters
  Score: Raw -169847.804377 + Penalty 2403.409953 = -167444.394424
  nChanged 129
		SP:Iteration 2F (91525.680000 sec): 3 clusters
  Score: Raw -169951.100060 + Penalty 2403.409953 = -167547.690107
  nChanged 76
		SP:Iteration 3Q (91525.710000 sec): 3 clusters
  Score: Raw -170007.146472 + Penalty 2403.409953 = -167603.736519
  nChanged 51
		SP:Iteration 4Q (91525.750000 sec): 3 clusters
  Score: Raw -170039.112981 + Penalty 2403.409953 = -167635.703029
  nChanged 36
		SP:Iteration 5Q (91525.780000 sec): 3 clusters
  Score: Raw -170061.204525 + Penalty 2403.409953 = -167657.794573
  nChanged 23
		SP:Iteration 6Q (91525.810000 sec): 3 clusters
  Score: Raw -170074.299392 + Penalty 2403.409953 = -167670.889439
  nChanged 16
		SP:Iteration 7Q (91525.840000 sec): 3 clusters
  Score: Raw -170086.127451 + Penalty 2403.409953 = -167682.717499
  nChanged 18
		SP:Iteration 8Q (91525.880000 sec): 3 clusters
  Score: Raw -170098.477779 + Penalty 2403.409953 = -167695.067826
  nChanged 19
		SP:Iteration 9Q (91525.910000 sec): 3 clusters
  Score: Raw -170112.738387 + Penalty 2403.409953 = -167709.328434
  nChanged 19
		SP:Iteration 10Q (91525.940000 sec): 3 clusters
  Score: Raw -170125.084591 + Penalty 2403.409953 = -167721.674638
  nChanged 15
		SP:Iteration 11Q (91525.970000 sec): 3 clusters
  Score: Raw -170131.086045 + Penalty 2403.409953 = -167727.676092
  nChanged 11
		SP:Iteration 12Q (91526.000000 sec): 3 clusters
  Score: Raw -170138.830412 + Penalty 2403.409953 = -167735.420459
  nChanged 14
		SP:Iteration 13Q (91526.040000 sec): 3 clusters
  Score: Raw -170146.130984 + Penalty 2403.409953 = -167742.721031
  nChanged 9
		SP:Iteration 14Q (91526.070000 sec): 3 clusters
  Score: Raw -170153.014908 + Penalty 2403.409953 = -167749.604956
  nChanged 9
		SP:Iteration 15Q (91526.100000 sec): 3 clusters
  Score: Raw -170157.807755 + Penalty 2403.409953 = -167754.397803
  nChanged 9
		SP:Iteration 16Q (91526.130000 sec): 3 clusters
  Score: Raw -170164.064686 + Penalty 2403.409953 = -167760.654734
  nChanged 13
		SP:Iteration 17Q (91526.160000 sec): 3 clusters
  Score: Raw -170172.858867 + Penalty 2403.409953 = -167769.448915
  nChanged 10
		SP:Iteration 18Q (91526.200000 sec): 3 clusters
  Score: Raw -170180.192026 + Penalty 2403.409953 = -167776.782073
  nChanged 10
		SP:Iteration 19Q (91526.230000 sec): 3 clusters
  Score: Raw -170191.188216 + Penalty 2403.409953 = -167787.778264
  nChanged 15
		SP:Iteration 20F (91526.260000 sec): 3 clusters
  Score: Raw -170201.617900 + Penalty 2403.409953 = -167798.207948
  nChanged 11
		SP:Iteration 21Q (91526.290000 sec): 3 clusters
  Score: Raw -170207.686405 + Penalty 2403.409953 = -167804.276452
  nChanged 8
		SP:Iteration 22Q (91526.320000 sec): 3 clusters
  Score: Raw -170212.727742 + Penalty 2403.409953 = -167809.317789
  nChanged 5
		SP:Iteration 23Q (91526.360000 sec): 3 clusters
  Score: Raw -170215.842428 + Penalty 2403.409953 = -167812.432475
  nChanged 6
		SP:Iteration 24Q (91526.390000 sec): 3 clusters
  Score: Raw -170219.083896 + Penalty 2403.409953 = -167815.673943
  nChanged 7
		SP:Iteration 25Q (91526.420000 sec): 3 clusters
  Score: Raw -170222.423069 + Penalty 2403.409953 = -167819.013116
  nChanged 2
		SP:Iteration 26Q (91526.450000 sec): 3 clusters
  Score: Raw -170224.175734 + Penalty 2403.409953 = -167820.765781
  nChanged 2
		SP:Iteration 27Q (91526.480000 sec): 3 clusters
  Score: Raw -170225.300062 + Penalty 2403.409953 = -167821.890110
  nChanged 5
		SP:Iteration 28Q (91526.520000 sec): 3 clusters
  Score: Raw -170226.907036 + Penalty 2403.409953 = -167823.497083
  nChanged 2
		SP:Iteration 29Q (91526.550000 sec): 3 clusters
  Score: Raw -170227.309795 + Penalty 2403.409953 = -167823.899842
  nChanged 1
		SP:Iteration 30Q (91526.580000 sec): 3 clusters
  Score: Raw -170227.701694 + Penalty 2403.409953 = -167824.291742
  nChanged 1
		SP:Iteration 31Q (91526.610000 sec): 3 clusters
  Score: Raw -170228.198427 + Penalty 2403.409953 = -167824.788475
  nChanged 1
		SP:Iteration 32Q (91526.640000 sec): 3 clusters
  Score: Raw -170228.373478 + Penalty 2403.409953 = -167824.963525
  nChanged 0
		SP:Iteration 33F (91526.680000 sec): 3 clusters
  Score: Raw -170228.373478 + Penalty 2403.409953 = -167824.963525
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (169876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91527.720000 sec): 2 clusters
  Score: Raw -16430690.641042 + Penalty 1956.958906 = -16428733.682136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91529.280000 sec): 3 clusters
  Score: Raw -16318242.189267 + Penalty 3913.917812 = -16314328.271455
  nChanged 82223
		SP:Iteration 1F (91530.800000 sec): 3 clusters
  Score: Raw -16367820.201427 + Penalty 3913.917812 = -16363906.283614
  nChanged 7238
		SP:Iteration 2Q (91532.410000 sec): 3 clusters
  Score: Raw -16370638.859507 + Penalty 3913.917812 = -16366724.941694
  nChanged 8267
		SP:Iteration 3Q (91534.040000 sec): 3 clusters
  Score: Raw -16374236.027415 + Penalty 3913.917812 = -16370322.109602
  nChanged 9042
		SP:Iteration 4F (91535.560000 sec): 3 clusters
  Score: Raw -16378629.863299 + Penalty 3913.917812 = -16374715.945487
  nChanged 9548
		SP:Iteration 5F (91537.080000 sec): 3 clusters
  Score: Raw -16383590.349354 + Penalty 3913.917812 = -16379676.431541
  nChanged 9763
		SP:Iteration 6F (91538.580000 sec): 3 clusters
  Score: Raw -16388980.282692 + Penalty 3913.917812 = -16385066.364879
  nChanged 9553
		SP:Iteration 7F (91540.100000 sec): 3 clusters
  Score: Raw -16394692.355405 + Penalty 3913.917812 = -16390778.437592
  nChanged 9162
		SP:Iteration 8F (91541.600000 sec): 3 clusters
  Score: Raw -16400258.621958 + Penalty 3913.917812 = -16396344.704146
  nChanged 8005
		SP:Iteration 9Q (91543.190000 sec): 3 clusters
  Score: Raw -16404510.522816 + Penalty 3913.917812 = -16400596.605004
  nChanged 6467
		SP:Iteration 10Q (91544.810000 sec): 3 clusters
  Score: Raw -16407303.284419 + Penalty 3913.917812 = -16403389.366607
  nChanged 4900
		SP:Iteration 11Q (91546.400000 sec): 3 clusters
  Score: Raw -16409079.645624 + Penalty 3913.917812 = -16405165.727811
  nChanged 3948
		SP:Iteration 12Q (91547.970000 sec): 3 clusters
  Score: Raw -16410479.483767 + Penalty 3913.917812 = -16406565.565954
  nChanged 3686
		SP:Iteration 13Q (91549.500000 sec): 3 clusters
  Score: Raw -16411840.668940 + Penalty 3913.917812 = -16407926.751127
  nChanged 3594
		SP:Iteration 14Q (91551.060000 sec): 3 clusters
  Score: Raw -16413180.573647 + Penalty 3913.917812 = -16409266.655835
  nChanged 3578
		SP:Iteration 15Q (91552.620000 sec): 3 clusters
  Score: Raw -16414596.634106 + Penalty 3913.917812 = -16410682.716294
  nChanged 3656
		SP:Iteration 16Q (91554.140000 sec): 3 clusters
  Score: Raw -16416136.975618 + Penalty 3913.917812 = -16412223.057806
  nChanged 3681
		SP:Iteration 17Q (91555.650000 sec): 3 clusters
  Score: Raw -16417734.507301 + Penalty 3913.917812 = -16413820.589489
  nChanged 3615
		SP:Iteration 18Q (91557.140000 sec): 3 clusters
  Score: Raw -16419302.034423 + Penalty 3913.917812 = -16415388.116610
  nChanged 3412
		SP:Iteration 19Q (91558.640000 sec): 3 clusters
  Score: Raw -16420774.074707 + Penalty 3913.917812 = -16416860.156895
  nChanged 3251
		SP:Iteration 20F (91560.150000 sec): 3 clusters
  Score: Raw -16422184.786426 + Penalty 3913.917812 = -16418270.868613
  nChanged 3048
		SP:Iteration 21Q (91561.600000 sec): 3 clusters
  Score: Raw -16423485.917138 + Penalty 3913.917812 = -16419571.999325
  nChanged 2795
		SP:Iteration 22Q (91563.010000 sec): 3 clusters
  Score: Raw -16424682.106730 + Penalty 3913.917812 = -16420768.188917
  nChanged 2605
		SP:Iteration 23Q (91564.420000 sec): 3 clusters
  Score: Raw -16425773.477623 + Penalty 3913.917812 = -16421859.559810
  nChanged 2293
		SP:Iteration 24Q (91565.810000 sec): 3 clusters
  Score: Raw -16426737.089089 + Penalty 3913.917812 = -16422823.171276
  nChanged 2178
		SP:Iteration 25Q (91567.220000 sec): 3 clusters
  Score: Raw -16427693.833133 + Penalty 3913.917812 = -16423779.915321
  nChanged 1995
		SP:Iteration 26Q (91568.620000 sec): 3 clusters
  Score: Raw -16428560.293996 + Penalty 3913.917812 = -16424646.376183
  nChanged 1672
		SP:Iteration 27Q (91570.030000 sec): 3 clusters
  Score: Raw -16429258.000510 + Penalty 3913.917812 = -16425344.082698
  nChanged 1415
		SP:Iteration 28Q (91571.440000 sec): 3 clusters
  Score: Raw -16429807.546972 + Penalty 3913.917812 = -16425893.629160
  nChanged 1115
		SP:Iteration 29Q (91572.850000 sec): 3 clusters
  Score: Raw -16430229.171102 + Penalty 3913.917812 = -16426315.253289
  nChanged 882
		SP:Iteration 30Q (91574.200000 sec): 3 clusters
  Score: Raw -16430541.690165 + Penalty 3913.917812 = -16426627.772353
  nChanged 726
		SP:Iteration 31Q (91575.580000 sec): 3 clusters
  Score: Raw -16430793.470328 + Penalty 3913.917812 = -16426879.552515
  nChanged 604
		SP:Iteration 32Q (91576.950000 sec): 3 clusters
  Score: Raw -16430978.012825 + Penalty 3913.917812 = -16427064.095012
  nChanged 456
		SP:Iteration 33Q (91578.280000 sec): 3 clusters
  Score: Raw -16431108.781329 + Penalty 3913.917812 = -16427194.863516
  nChanged 377
		SP:Iteration 34Q (91579.590000 sec): 3 clusters
  Score: Raw -16431216.228159 + Penalty 3913.917812 = -16427302.310347
  nChanged 318
		SP:Iteration 35Q (91580.900000 sec): 3 clusters
  Score: Raw -16431304.998935 + Penalty 3913.917812 = -16427391.081123
  nChanged 267
		SP:Iteration 36Q (91582.270000 sec): 3 clusters
  Score: Raw -16431369.486212 + Penalty 3913.917812 = -16427455.568399
  nChanged 209
		SP:Iteration 37Q (91583.600000 sec): 3 clusters
  Score: Raw -16431418.758395 + Penalty 3913.917812 = -16427504.840583
  nChanged 167
		SP:Iteration 38Q (91584.920000 sec): 3 clusters
  Score: Raw -16431457.173709 + Penalty 3913.917812 = -16427543.255897
  nChanged 140
		SP:Iteration 39Q (91586.220000 sec): 3 clusters
  Score: Raw -16431485.600092 + Penalty 3913.917812 = -16427571.682280
  nChanged 103
		SP:Iteration 40F (91587.670000 sec): 3 clusters
  Score: Raw -16431505.982262 + Penalty 3913.917812 = -16427592.064450
  nChanged 88
		SP:Iteration 41Q (91589.030000 sec): 3 clusters
  Score: Raw -16431522.622079 + Penalty 3913.917812 = -16427608.704266
  nChanged 72
		SP:Iteration 42Q (91590.360000 sec): 3 clusters
  Score: Raw -16431535.782020 + Penalty 3913.917812 = -16427621.864208
  nChanged 61
		SP:Iteration 43Q (91591.680000 sec): 3 clusters
  Score: Raw -16431545.602675 + Penalty 3913.917812 = -16427631.684863
  nChanged 59
		SP:Iteration 44Q (91593.020000 sec): 3 clusters
  Score: Raw -16431555.980685 + Penalty 3913.917812 = -16427642.062872
  nChanged 40
		SP:Iteration 45Q (91594.350000 sec): 3 clusters
  Score: Raw -16431561.743482 + Penalty 3913.917812 = -16427647.825670
  nChanged 33
		SP:Iteration 46Q (91595.670000 sec): 3 clusters
  Score: Raw -16431566.858889 + Penalty 3913.917812 = -16427652.941077
  nChanged 26
		SP:Iteration 47Q (91596.970000 sec): 3 clusters
  Score: Raw -16431570.880575 + Penalty 3913.917812 = -16427656.962762
  nChanged 31
		SP:Iteration 48Q (91598.280000 sec): 3 clusters
  Score: Raw -16431575.259207 + Penalty 3913.917812 = -16427661.341394
  nChanged 30
		SP:Iteration 49Q (91599.630000 sec): 3 clusters
  Score: Raw -16431579.764495 + Penalty 3913.917812 = -16427665.846682
  nChanged 23
		SP:Iteration 50Q (91600.970000 sec): 3 clusters
  Score: Raw -16431583.266464 + Penalty 3913.917812 = -16427669.348652
  nChanged 26
		SP:Iteration 51Q (91602.280000 sec): 3 clusters
  Score: Raw -16431587.225241 + Penalty 3913.917812 = -16427673.307429
  nChanged 31
		SP:Iteration 52Q (91603.590000 sec): 3 clusters
  Score: Raw -16431592.223645 + Penalty 3913.917812 = -16427678.305832
  nChanged 29
		SP:Iteration 53Q (91604.900000 sec): 3 clusters
  Score: Raw -16431596.590712 + Penalty 3913.917812 = -16427682.672900
  nChanged 26
		SP:Iteration 54Q (91606.200000 sec): 3 clusters
  Score: Raw -16431600.750830 + Penalty 3913.917812 = -16427686.833017
  nChanged 15
		SP:Iteration 55Q (91607.550000 sec): 3 clusters
  Score: Raw -16431602.639813 + Penalty 3913.917812 = -16427688.722001
  nChanged 14
		SP:Iteration 56Q (91608.880000 sec): 3 clusters
  Score: Raw -16431604.617335 + Penalty 3913.917812 = -16427690.699523
  nChanged 21
		SP:Iteration 57Q (91610.200000 sec): 3 clusters
  Score: Raw -16431608.288834 + Penalty 3913.917812 = -16427694.371022
  nChanged 23
		SP:Iteration 58Q (91611.510000 sec): 3 clusters
  Score: Raw -16431610.940455 + Penalty 3913.917812 = -16427697.022643
  nChanged 11
		SP:Iteration 59Q (91612.810000 sec): 3 clusters
  Score: Raw -16431612.871652 + Penalty 3913.917812 = -16427698.953839
  nChanged 16
		SP:Iteration 60F (91614.280000 sec): 3 clusters
  Score: Raw -16431615.112563 + Penalty 3913.917812 = -16427701.194751
  nChanged 15
		SP:Iteration 61Q (91615.580000 sec): 3 clusters
  Score: Raw -16431617.305619 + Penalty 3913.917812 = -16427703.387807
  nChanged 20
		SP:Iteration 62Q (91616.890000 sec): 3 clusters
  Score: Raw -16431619.545517 + Penalty 3913.917812 = -16427705.627704
  nChanged 13
		SP:Iteration 63Q (91618.200000 sec): 3 clusters
  Score: Raw -16431622.193157 + Penalty 3913.917812 = -16427708.275344
  nChanged 16
		SP:Iteration 64Q (91619.540000 sec): 3 clusters
  Score: Raw -16431624.926703 + Penalty 3913.917812 = -16427711.008891
  nChanged 18
		SP:Iteration 65Q (91620.880000 sec): 3 clusters
  Score: Raw -16431627.849406 + Penalty 3913.917812 = -16427713.931594
  nChanged 13
		SP:Iteration 66Q (91622.210000 sec): 3 clusters
  Score: Raw -16431630.196459 + Penalty 3913.917812 = -16427716.278647
  nChanged 13
		SP:Iteration 67Q (91623.520000 sec): 3 clusters
  Score: Raw -16431631.545759 + Penalty 3913.917812 = -16427717.627947
  nChanged 7
		SP:Iteration 68Q (91624.820000 sec): 3 clusters
  Score: Raw -16431632.190978 + Penalty 3913.917812 = -16427718.273166
  nChanged 3
		SP:Iteration 69Q (91626.180000 sec): 3 clusters
  Score: Raw -16431632.518399 + Penalty 3913.917812 = -16427718.600587
  nChanged 0
		SP:Iteration 70F (91627.660000 sec): 3 clusters
  Score: Raw -16431632.518399 + Penalty 3913.917812 = -16427718.600587
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (47070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91628.070000 sec): 2 clusters
  Score: Raw -4737067.639293 + Penalty 1748.401059 = -4735319.238234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91628.630000 sec): 3 clusters
  Score: Raw -4707451.710688 + Penalty 3496.802119 = -4703954.908570
  nChanged 21894
		SP:Iteration 1F (91629.200000 sec): 3 clusters
  Score: Raw -4719728.952020 + Penalty 3496.802119 = -4716232.149901
  nChanged 1870
		SP:Iteration 2Q (91629.740000 sec): 3 clusters
  Score: Raw -4720289.140660 + Penalty 3496.802119 = -4716792.338541
  nChanged 1930
		SP:Iteration 3Q (91630.340000 sec): 3 clusters
  Score: Raw -4720938.866537 + Penalty 3496.802119 = -4717442.064418
  nChanged 1997
		SP:Iteration 4Q (91630.900000 sec): 3 clusters
  Score: Raw -4721708.634910 + Penalty 3496.802119 = -4718211.832791
  nChanged 2196
		SP:Iteration 5Q (91631.450000 sec): 3 clusters
  Score: Raw -4722749.615323 + Penalty 3496.802119 = -4719252.813204
  nChanged 2522
		SP:Iteration 6F (91632.020000 sec): 3 clusters
  Score: Raw -4724282.405813 + Penalty 3496.802119 = -4720785.603695
  nChanged 2995
		SP:Iteration 7F (91632.540000 sec): 3 clusters
  Score: Raw -4726518.025186 + Penalty 3496.802119 = -4723021.223067
  nChanged 3223
		SP:Iteration 8F (91633.110000 sec): 3 clusters
  Score: Raw -4729044.353061 + Penalty 3496.802119 = -4725547.550942
  nChanged 3054
		SP:Iteration 9F (91633.640000 sec): 3 clusters
  Score: Raw -4731358.463945 + Penalty 3496.802119 = -4727861.661826
  nChanged 2683
		SP:Iteration 10F (91634.210000 sec): 3 clusters
  Score: Raw -4733077.193930 + Penalty 3496.802119 = -4729580.391811
  nChanged 2131
		SP:Iteration 11Q (91634.730000 sec): 3 clusters
  Score: Raw -4734107.422004 + Penalty 3496.802119 = -4730610.619885
  nChanged 1553
		SP:Iteration 12Q (91635.280000 sec): 3 clusters
  Score: Raw -4734641.712600 + Penalty 3496.802119 = -4731144.910482
  nChanged 1162
		SP:Iteration 13Q (91635.800000 sec): 3 clusters
  Score: Raw -4734954.863635 + Penalty 3496.802119 = -4731458.061517
  nChanged 811
		SP:Iteration 14Q (91636.360000 sec): 3 clusters
  Score: Raw -4735117.776475 + Penalty 3496.802119 = -4731620.974356
  nChanged 600
		SP:Iteration 15Q (91636.880000 sec): 3 clusters
  Score: Raw -4735209.935049 + Penalty 3496.802119 = -4731713.132930
  nChanged 443
		SP:Iteration 16Q (91637.440000 sec): 3 clusters
  Score: Raw -4735265.362605 + Penalty 3496.802119 = -4731768.560487
  nChanged 332
		SP:Iteration 17Q (91637.950000 sec): 3 clusters
  Score: Raw -4735300.146923 + Penalty 3496.802119 = -4731803.344805
  nChanged 261
		SP:Iteration 18Q (91638.520000 sec): 3 clusters
  Score: Raw -4735324.241780 + Penalty 3496.802119 = -4731827.439662
  nChanged 224
		SP:Iteration 19Q (91639.050000 sec): 3 clusters
  Score: Raw -4735341.176830 + Penalty 3496.802119 = -4731844.374711
  nChanged 171
		SP:Iteration 20F (91639.620000 sec): 3 clusters
  Score: Raw -4735352.189441 + Penalty 3496.802119 = -4731855.387322
  nChanged 148
		SP:Iteration 21Q (91640.140000 sec): 3 clusters
  Score: Raw -4735361.170807 + Penalty 3496.802119 = -4731864.368689
  nChanged 119
		SP:Iteration 22Q (91640.700000 sec): 3 clusters
  Score: Raw -4735367.477313 + Penalty 3496.802119 = -4731870.675194
  nChanged 110
		SP:Iteration 23Q (91641.240000 sec): 3 clusters
  Score: Raw -4735374.466653 + Penalty 3496.802119 = -4731877.664534
  nChanged 134
		SP:Iteration 24Q (91641.800000 sec): 3 clusters
  Score: Raw -4735381.954886 + Penalty 3496.802119 = -4731885.152768
  nChanged 123
		SP:Iteration 25Q (91642.310000 sec): 3 clusters
  Score: Raw -4735390.045993 + Penalty 3496.802119 = -4731893.243875
  nChanged 120
		SP:Iteration 26Q (91642.830000 sec): 3 clusters
  Score: Raw -4735396.852582 + Penalty 3496.802119 = -4731900.050463
  nChanged 113
		SP:Iteration 27Q (91643.390000 sec): 3 clusters
  Score: Raw -4735403.712544 + Penalty 3496.802119 = -4731906.910425
  nChanged 111
		SP:Iteration 28Q (91643.900000 sec): 3 clusters
  Score: Raw -4735409.900122 + Penalty 3496.802119 = -4731913.098003
  nChanged 107
		SP:Iteration 29Q (91644.460000 sec): 3 clusters
  Score: Raw -4735417.214590 + Penalty 3496.802119 = -4731920.412471
  nChanged 112
		SP:Iteration 30Q (91644.970000 sec): 3 clusters
  Score: Raw -4735425.325901 + Penalty 3496.802119 = -4731928.523782
  nChanged 116
		SP:Iteration 31Q (91645.500000 sec): 3 clusters
  Score: Raw -4735433.243405 + Penalty 3496.802119 = -4731936.441287
  nChanged 125
		SP:Iteration 32Q (91646.030000 sec): 3 clusters
  Score: Raw -4735442.406359 + Penalty 3496.802119 = -4731945.604240
  nChanged 118
		SP:Iteration 33Q (91646.540000 sec): 3 clusters
  Score: Raw -4735450.935237 + Penalty 3496.802119 = -4731954.133118
  nChanged 137
		SP:Iteration 34Q (91647.100000 sec): 3 clusters
  Score: Raw -4735461.265532 + Penalty 3496.802119 = -4731964.463413
  nChanged 139
		SP:Iteration 35Q (91647.640000 sec): 3 clusters
  Score: Raw -4735472.242809 + Penalty 3496.802119 = -4731975.440690
  nChanged 160
		SP:Iteration 36Q (91648.200000 sec): 3 clusters
  Score: Raw -4735486.833500 + Penalty 3496.802119 = -4731990.031381
  nChanged 162
		SP:Iteration 37Q (91648.730000 sec): 3 clusters
  Score: Raw -4735500.081386 + Penalty 3496.802119 = -4732003.279267
  nChanged 168
		SP:Iteration 38Q (91649.280000 sec): 3 clusters
  Score: Raw -4735513.510958 + Penalty 3496.802119 = -4732016.708839
  nChanged 175
		SP:Iteration 39Q (91649.810000 sec): 3 clusters
  Score: Raw -4735529.891839 + Penalty 3496.802119 = -4732033.089721
  nChanged 205
		SP:Iteration 40F (91650.330000 sec): 3 clusters
  Score: Raw -4735551.382481 + Penalty 3496.802119 = -4732054.580362
  nChanged 234
		SP:Iteration 41Q (91650.890000 sec): 3 clusters
  Score: Raw -4735576.263604 + Penalty 3496.802119 = -4732079.461486
  nChanged 252
		SP:Iteration 42Q (91651.390000 sec): 3 clusters
  Score: Raw -4735604.640491 + Penalty 3496.802119 = -4732107.838373
  nChanged 264
		SP:Iteration 43Q (91651.950000 sec): 3 clusters
  Score: Raw -4735635.779679 + Penalty 3496.802119 = -4732138.977560
  nChanged 285
		SP:Iteration 44Q (91652.460000 sec): 3 clusters
  Score: Raw -4735671.584173 + Penalty 3496.802119 = -4732174.782055
  nChanged 319
		SP:Iteration 45Q (91652.970000 sec): 3 clusters
  Score: Raw -4735714.172637 + Penalty 3496.802119 = -4732217.370518
  nChanged 350
		SP:Iteration 46Q (91653.520000 sec): 3 clusters
  Score: Raw -4735767.287559 + Penalty 3496.802119 = -4732270.485441
  nChanged 368
		SP:Iteration 47Q (91654.020000 sec): 3 clusters
  Score: Raw -4735826.150943 + Penalty 3496.802119 = -4732329.348824
  nChanged 395
		SP:Iteration 48Q (91654.530000 sec): 3 clusters
  Score: Raw -4735892.290920 + Penalty 3496.802119 = -4732395.488802
  nChanged 415
		SP:Iteration 49Q (91655.070000 sec): 3 clusters
  Score: Raw -4735964.216727 + Penalty 3496.802119 = -4732467.414608
  nChanged 458
		SP:Iteration 50Q (91655.600000 sec): 3 clusters
  Score: Raw -4736049.970055 + Penalty 3496.802119 = -4732553.167936
  nChanged 492
		SP:Iteration 51Q (91656.100000 sec): 3 clusters
  Score: Raw -4736146.270091 + Penalty 3496.802119 = -4732649.467973
  nChanged 509
		SP:Iteration 52Q (91656.650000 sec): 3 clusters
  Score: Raw -4736248.718451 + Penalty 3496.802119 = -4732751.916332
  nChanged 537
		SP:Iteration 53Q (91657.170000 sec): 3 clusters
  Score: Raw -4736365.203608 + Penalty 3496.802119 = -4732868.401490
  nChanged 576
		SP:Iteration 54Q (91657.660000 sec): 3 clusters
  Score: Raw -4736493.875039 + Penalty 3496.802119 = -4732997.072920
  nChanged 557
		SP:Iteration 55Q (91658.200000 sec): 3 clusters
  Score: Raw -4736626.362422 + Penalty 3496.802119 = -4733129.560303
  nChanged 562
		SP:Iteration 56Q (91658.710000 sec): 3 clusters
  Score: Raw -4736760.072308 + Penalty 3496.802119 = -4733263.270189
  nChanged 575
		SP:Iteration 57Q (91659.210000 sec): 3 clusters
  Score: Raw -4736899.196308 + Penalty 3496.802119 = -4733402.394189
  nChanged 578
		SP:Iteration 58Q (91659.700000 sec): 3 clusters
  Score: Raw -4737041.665803 + Penalty 3496.802119 = -4733544.863684
  nChanged 524
		SP:Iteration 59Q (91660.230000 sec): 3 clusters
  Score: Raw -4737167.614595 + Penalty 3496.802119 = -4733670.812476
  nChanged 473
		SP:Iteration 60F (91660.780000 sec): 3 clusters
  Score: Raw -4737278.106216 + Penalty 3496.802119 = -4733781.304098
  nChanged 463
		SP:Iteration 61Q (91661.260000 sec): 3 clusters
  Score: Raw -4737396.507593 + Penalty 3496.802119 = -4733899.705474
  nChanged 447
		SP:Iteration 62Q (91661.790000 sec): 3 clusters
  Score: Raw -4737506.555973 + Penalty 3496.802119 = -4734009.753855
  nChanged 400
		SP:Iteration 63Q (91662.290000 sec): 3 clusters
  Score: Raw -4737596.197217 + Penalty 3496.802119 = -4734099.395098
  nChanged 346
		SP:Iteration 64Q (91662.790000 sec): 3 clusters
  Score: Raw -4737669.245547 + Penalty 3496.802119 = -4734172.443429
  nChanged 294
		SP:Iteration 65Q (91663.270000 sec): 3 clusters
  Score: Raw -4737729.697799 + Penalty 3496.802119 = -4734232.895680
  nChanged 281
		SP:Iteration 66Q (91663.750000 sec): 3 clusters
  Score: Raw -4737785.691916 + Penalty 3496.802119 = -4734288.889797
  nChanged 249
		SP:Iteration 67Q (91664.220000 sec): 3 clusters
  Score: Raw -4737837.143991 + Penalty 3496.802119 = -4734340.341872
  nChanged 219
		SP:Iteration 68Q (91664.700000 sec): 3 clusters
  Score: Raw -4737881.262278 + Penalty 3496.802119 = -4734384.460160
  nChanged 191
		SP:Iteration 69Q (91665.170000 sec): 3 clusters
  Score: Raw -4737920.237366 + Penalty 3496.802119 = -4734423.435248
  nChanged 180
		SP:Iteration 70Q (91665.650000 sec): 3 clusters
  Score: Raw -4737953.187793 + Penalty 3496.802119 = -4734456.385674
  nChanged 155
		SP:Iteration 71Q (91666.140000 sec): 3 clusters
  Score: Raw -4737980.401676 + Penalty 3496.802119 = -4734483.599557
  nChanged 146
		SP:Iteration 72Q (91666.610000 sec): 3 clusters
  Score: Raw -4738008.083083 + Penalty 3496.802119 = -4734511.280965
  nChanged 128
		SP:Iteration 73Q (91667.100000 sec): 3 clusters
  Score: Raw -4738030.669580 + Penalty 3496.802119 = -4734533.867462
  nChanged 114
		SP:Iteration 74Q (91667.570000 sec): 3 clusters
  Score: Raw -4738049.020400 + Penalty 3496.802119 = -4734552.218281
  nChanged 86
		SP:Iteration 75Q (91668.060000 sec): 3 clusters
  Score: Raw -4738062.794699 + Penalty 3496.802119 = -4734565.992580
  nChanged 78
		SP:Iteration 76Q (91668.550000 sec): 3 clusters
  Score: Raw -4738073.273326 + Penalty 3496.802119 = -4734576.471207
  nChanged 65
		SP:Iteration 77Q (91669.010000 sec): 3 clusters
  Score: Raw -4738082.577853 + Penalty 3496.802119 = -4734585.775734
  nChanged 60
		SP:Iteration 78Q (91669.500000 sec): 3 clusters
  Score: Raw -4738091.288677 + Penalty 3496.802119 = -4734594.486559
  nChanged 57
		SP:Iteration 79Q (91669.970000 sec): 3 clusters
  Score: Raw -4738098.543738 + Penalty 3496.802119 = -4734601.741619
  nChanged 41
		SP:Iteration 80F (91670.520000 sec): 3 clusters
  Score: Raw -4738104.224867 + Penalty 3496.802119 = -4734607.422748
  nChanged 43
		SP:Iteration 81Q (91671.030000 sec): 3 clusters
  Score: Raw -4738110.237144 + Penalty 3496.802119 = -4734613.435025
  nChanged 41
		SP:Iteration 82Q (91671.540000 sec): 3 clusters
  Score: Raw -4738115.306269 + Penalty 3496.802119 = -4734618.504151
  nChanged 26
		SP:Iteration 83Q (91672.030000 sec): 3 clusters
  Score: Raw -4738118.476184 + Penalty 3496.802119 = -4734621.674065
  nChanged 21
		SP:Iteration 84Q (91672.520000 sec): 3 clusters
  Score: Raw -4738121.207586 + Penalty 3496.802119 = -4734624.405467
  nChanged 30
		SP:Iteration 85Q (91673.010000 sec): 3 clusters
  Score: Raw -4738124.128699 + Penalty 3496.802119 = -4734627.326580
  nChanged 18
		SP:Iteration 86Q (91673.490000 sec): 3 clusters
  Score: Raw -4738125.922487 + Penalty 3496.802119 = -4734629.120368
  nChanged 14
		SP:Iteration 87Q (91673.960000 sec): 3 clusters
  Score: Raw -4738127.020490 + Penalty 3496.802119 = -4734630.218371
  nChanged 9
		SP:Iteration 88Q (91674.450000 sec): 3 clusters
  Score: Raw -4738127.922361 + Penalty 3496.802119 = -4734631.120243
  nChanged 8
		SP:Iteration 89Q (91674.930000 sec): 3 clusters
  Score: Raw -4738128.699244 + Penalty 3496.802119 = -4734631.897126
  nChanged 7
		SP:Iteration 90Q (91675.400000 sec): 3 clusters
  Score: Raw -4738129.239223 + Penalty 3496.802119 = -4734632.437105
  nChanged 4
		SP:Iteration 91Q (91675.890000 sec): 3 clusters
  Score: Raw -4738129.768606 + Penalty 3496.802119 = -4734632.966487
  nChanged 7
		SP:Iteration 92Q (91676.380000 sec): 3 clusters
  Score: Raw -4738130.446009 + Penalty 3496.802119 = -4734633.643891
  nChanged 2
		SP:Iteration 93Q (91676.840000 sec): 3 clusters
  Score: Raw -4738130.632434 + Penalty 3496.802119 = -4734633.830315
  nChanged 3
		SP:Iteration 94Q (91677.330000 sec): 3 clusters
  Score: Raw -4738131.003771 + Penalty 3496.802119 = -4734634.201652
  nChanged 3
		SP:Iteration 95Q (91677.790000 sec): 3 clusters
  Score: Raw -4738131.284479 + Penalty 3496.802119 = -4734634.482361
  nChanged 2
		SP:Iteration 96Q (91678.280000 sec): 3 clusters
  Score: Raw -4738131.425215 + Penalty 3496.802119 = -4734634.623097
  nChanged 0
		SP:Iteration 97F (91678.830000 sec): 3 clusters
  Score: Raw -4738131.425215 + Penalty 3496.802119 = -4734634.623097
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (12635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91678.930000 sec): 2 clusters
  Score: Raw -1235696.074909 + Penalty 1534.686728 = -1234161.388180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91679.120000 sec): 3 clusters
  Score: Raw -1228313.502342 + Penalty 3069.373456 = -1225244.128886
  nChanged 5622
		SP:Iteration 1F (91679.320000 sec): 3 clusters
  Score: Raw -1231789.297756 + Penalty 3069.373456 = -1228719.924300
  nChanged 977
		SP:Iteration 2F (91679.500000 sec): 3 clusters
  Score: Raw -1232344.804038 + Penalty 3069.373456 = -1229275.430581
  nChanged 824
		SP:Iteration 3F (91679.680000 sec): 3 clusters
  Score: Raw -1232761.845296 + Penalty 3069.373456 = -1229692.471839
  nChanged 678
		SP:Iteration 4F (91679.860000 sec): 3 clusters
  Score: Raw -1233074.524903 + Penalty 3069.373456 = -1230005.151447
  nChanged 547
		SP:Iteration 5Q (91680.080000 sec): 3 clusters
  Score: Raw -1233298.041309 + Penalty 3069.373456 = -1230228.667852
  nChanged 485
		SP:Iteration 6Q (91680.300000 sec): 3 clusters
  Score: Raw -1233478.445446 + Penalty 3069.373456 = -1230409.071990
  nChanged 405
		SP:Iteration 7Q (91680.510000 sec): 3 clusters
  Score: Raw -1233620.678651 + Penalty 3069.373456 = -1230551.305195
  nChanged 352
		SP:Iteration 8Q (91680.710000 sec): 3 clusters
  Score: Raw -1233744.291122 + Penalty 3069.373456 = -1230674.917665
  nChanged 306
		SP:Iteration 9Q (91680.900000 sec): 3 clusters
  Score: Raw -1233868.221574 + Penalty 3069.373456 = -1230798.848118
  nChanged 317
		SP:Iteration 10Q (91681.090000 sec): 3 clusters
  Score: Raw -1234011.430942 + Penalty 3069.373456 = -1230942.057486
  nChanged 323
		SP:Iteration 11Q (91681.300000 sec): 3 clusters
  Score: Raw -1234126.359192 + Penalty 3069.373456 = -1231056.985735
  nChanged 312
		SP:Iteration 12Q (91681.490000 sec): 3 clusters
  Score: Raw -1234215.106704 + Penalty 3069.373456 = -1231145.733247
  nChanged 238
		SP:Iteration 13Q (91681.680000 sec): 3 clusters
  Score: Raw -1234279.588099 + Penalty 3069.373456 = -1231210.214643
  nChanged 198
		SP:Iteration 14Q (91681.870000 sec): 3 clusters
  Score: Raw -1234332.626776 + Penalty 3069.373456 = -1231263.253319
  nChanged 203
		SP:Iteration 15Q (91682.060000 sec): 3 clusters
  Score: Raw -1234383.178913 + Penalty 3069.373456 = -1231313.805456
  nChanged 189
		SP:Iteration 16Q (91682.280000 sec): 3 clusters
  Score: Raw -1234430.134505 + Penalty 3069.373456 = -1231360.761048
  nChanged 194
		SP:Iteration 17Q (91682.500000 sec): 3 clusters
  Score: Raw -1234474.250827 + Penalty 3069.373456 = -1231404.877370
  nChanged 173
		SP:Iteration 18Q (91682.700000 sec): 3 clusters
  Score: Raw -1234511.435469 + Penalty 3069.373456 = -1231442.062013
  nChanged 160
		SP:Iteration 19Q (91682.890000 sec): 3 clusters
  Score: Raw -1234551.744754 + Penalty 3069.373456 = -1231482.371298
  nChanged 148
		SP:Iteration 20F (91683.070000 sec): 3 clusters
  Score: Raw -1234587.245562 + Penalty 3069.373456 = -1231517.872106
  nChanged 144
		SP:Iteration 21Q (91683.280000 sec): 3 clusters
  Score: Raw -1234626.372683 + Penalty 3069.373456 = -1231556.999226
  nChanged 148
		SP:Iteration 22Q (91683.460000 sec): 3 clusters
  Score: Raw -1234665.333667 + Penalty 3069.373456 = -1231595.960211
  nChanged 145
		SP:Iteration 23Q (91683.650000 sec): 3 clusters
  Score: Raw -1234700.301475 + Penalty 3069.373456 = -1231630.928019
  nChanged 121
		SP:Iteration 24Q (91683.840000 sec): 3 clusters
  Score: Raw -1234727.684129 + Penalty 3069.373456 = -1231658.310672
  nChanged 117
		SP:Iteration 25Q (91684.030000 sec): 3 clusters
  Score: Raw -1234754.512845 + Penalty 3069.373456 = -1231685.139389
  nChanged 107
		SP:Iteration 26Q (91684.220000 sec): 3 clusters
  Score: Raw -1234776.211197 + Penalty 3069.373456 = -1231706.837740
  nChanged 108
		SP:Iteration 27Q (91684.410000 sec): 3 clusters
  Score: Raw -1234796.990452 + Penalty 3069.373456 = -1231727.616995
  nChanged 93
		SP:Iteration 28Q (91684.590000 sec): 3 clusters
  Score: Raw -1234813.263379 + Penalty 3069.373456 = -1231743.889922
  nChanged 90
		SP:Iteration 29Q (91684.810000 sec): 3 clusters
  Score: Raw -1234831.041894 + Penalty 3069.373456 = -1231761.668437
  nChanged 104
		SP:Iteration 30Q (91684.990000 sec): 3 clusters
  Score: Raw -1234852.253964 + Penalty 3069.373456 = -1231782.880507
  nChanged 114
		SP:Iteration 31Q (91685.170000 sec): 3 clusters
  Score: Raw -1234874.357384 + Penalty 3069.373456 = -1231804.983927
  nChanged 98
		SP:Iteration 32Q (91685.410000 sec): 3 clusters
  Score: Raw -1234892.374228 + Penalty 3069.373456 = -1231823.000771
  nChanged 89
		SP:Iteration 33Q (91685.600000 sec): 3 clusters
  Score: Raw -1234910.365206 + Penalty 3069.373456 = -1231840.991749
  nChanged 99
		SP:Iteration 34Q (91685.780000 sec): 3 clusters
  Score: Raw -1234930.789363 + Penalty 3069.373456 = -1231861.415906
  nChanged 99
		SP:Iteration 35Q (91685.990000 sec): 3 clusters
  Score: Raw -1234951.524599 + Penalty 3069.373456 = -1231882.151143
  nChanged 109
		SP:Iteration 36Q (91686.170000 sec): 3 clusters
  Score: Raw -1234976.524780 + Penalty 3069.373456 = -1231907.151323
  nChanged 108
		SP:Iteration 37Q (91686.360000 sec): 3 clusters
  Score: Raw -1234999.679613 + Penalty 3069.373456 = -1231930.306156
  nChanged 109
		SP:Iteration 38Q (91686.540000 sec): 3 clusters
  Score: Raw -1235022.273152 + Penalty 3069.373456 = -1231952.899695
  nChanged 117
		SP:Iteration 39Q (91686.760000 sec): 3 clusters
  Score: Raw -1235048.541675 + Penalty 3069.373456 = -1231979.168218
  nChanged 124
		SP:Iteration 40F (91686.960000 sec): 3 clusters
  Score: Raw -1235080.626125 + Penalty 3069.373456 = -1232011.252668
  nChanged 131
		SP:Iteration 41Q (91687.150000 sec): 3 clusters
  Score: Raw -1235115.885269 + Penalty 3069.373456 = -1232046.511812
  nChanged 114
		SP:Iteration 42Q (91687.330000 sec): 3 clusters
  Score: Raw -1235151.622977 + Penalty 3069.373456 = -1232082.249521
  nChanged 146
		SP:Iteration 43Q (91687.530000 sec): 3 clusters
  Score: Raw -1235198.880539 + Penalty 3069.373456 = -1232129.507083
  nChanged 154
		SP:Iteration 44Q (91687.710000 sec): 3 clusters
  Score: Raw -1235252.042698 + Penalty 3069.373456 = -1232182.669242
  nChanged 179
		SP:Iteration 45Q (91687.890000 sec): 3 clusters
  Score: Raw -1235317.093998 + Penalty 3069.373456 = -1232247.720542
  nChanged 181
		SP:Iteration 46Q (91688.070000 sec): 3 clusters
  Score: Raw -1235388.106402 + Penalty 3069.373456 = -1232318.732946
  nChanged 175
		SP:Iteration 47Q (91688.270000 sec): 3 clusters
  Score: Raw -1235464.049144 + Penalty 3069.373456 = -1232394.675688
  nChanged 188
		SP:Iteration 48Q (91688.450000 sec): 3 clusters
  Score: Raw -1235544.114433 + Penalty 3069.373456 = -1232474.740977
  nChanged 174
		SP:Iteration 49Q (91688.630000 sec): 3 clusters
  Score: Raw -1235616.910141 + Penalty 3069.373456 = -1232547.536684
  nChanged 176
		SP:Iteration 50Q (91688.830000 sec): 3 clusters
  Score: Raw -1235708.155086 + Penalty 3069.373456 = -1232638.781630
  nChanged 187
		SP:Iteration 51Q (91689.030000 sec): 3 clusters
  Score: Raw -1235816.129315 + Penalty 3069.373456 = -1232746.755859
  nChanged 186
		SP:Iteration 52Q (91689.210000 sec): 3 clusters
  Score: Raw -1235928.204239 + Penalty 3069.373456 = -1232858.830782
  nChanged 173
		SP:Iteration 53Q (91689.390000 sec): 3 clusters
  Score: Raw -1236035.673496 + Penalty 3069.373456 = -1232966.300040
  nChanged 182
		SP:Iteration 54Q (91689.590000 sec): 3 clusters
  Score: Raw -1236159.177599 + Penalty 3069.373456 = -1233089.804143
  nChanged 158
		SP:Iteration 55Q (91689.780000 sec): 3 clusters
  Score: Raw -1236259.755509 + Penalty 3069.373456 = -1233190.382053
  nChanged 149
		SP:Iteration 56Q (91689.950000 sec): 3 clusters
  Score: Raw -1236340.105081 + Penalty 3069.373456 = -1233270.731625
  nChanged 126
		SP:Iteration 57Q (91690.120000 sec): 3 clusters
  Score: Raw -1236407.342385 + Penalty 3069.373456 = -1233337.968929
  nChanged 99
		SP:Iteration 58Q (91690.320000 sec): 3 clusters
  Score: Raw -1236471.208552 + Penalty 3069.373456 = -1233401.835096
  nChanged 94
		SP:Iteration 59Q (91690.490000 sec): 3 clusters
  Score: Raw -1236535.083548 + Penalty 3069.373456 = -1233465.710092
  nChanged 82
		SP:Iteration 60F (91690.670000 sec): 3 clusters
  Score: Raw -1236580.792495 + Penalty 3069.373456 = -1233511.419038
  nChanged 72
		SP:Iteration 61Q (91690.870000 sec): 3 clusters
  Score: Raw -1236628.053716 + Penalty 3069.373456 = -1233558.680260
  nChanged 68
		SP:Iteration 62Q (91691.040000 sec): 3 clusters
  Score: Raw -1236666.434692 + Penalty 3069.373456 = -1233597.061236
  nChanged 49
		SP:Iteration 63Q (91691.210000 sec): 3 clusters
  Score: Raw -1236703.222627 + Penalty 3069.373456 = -1233633.849170
  nChanged 46
		SP:Iteration 64Q (91691.430000 sec): 3 clusters
  Score: Raw -1236732.703244 + Penalty 3069.373456 = -1233663.329787
  nChanged 41
		SP:Iteration 65Q (91691.600000 sec): 3 clusters
  Score: Raw -1236755.024414 + Penalty 3069.373456 = -1233685.650957
  nChanged 27
		SP:Iteration 66Q (91691.770000 sec): 3 clusters
  Score: Raw -1236772.373100 + Penalty 3069.373456 = -1233702.999644
  nChanged 27
		SP:Iteration 67Q (91691.960000 sec): 3 clusters
  Score: Raw -1236788.921896 + Penalty 3069.373456 = -1233719.548440
  nChanged 26
		SP:Iteration 68Q (91692.130000 sec): 3 clusters
  Score: Raw -1236801.903558 + Penalty 3069.373456 = -1233732.530102
  nChanged 19
		SP:Iteration 69Q (91692.300000 sec): 3 clusters
  Score: Raw -1236812.481894 + Penalty 3069.373456 = -1233743.108438
  nChanged 19
		SP:Iteration 70Q (91692.520000 sec): 3 clusters
  Score: Raw -1236824.605214 + Penalty 3069.373456 = -1233755.231758
  nChanged 13
		SP:Iteration 71Q (91692.690000 sec): 3 clusters
  Score: Raw -1236830.810542 + Penalty 3069.373456 = -1233761.437086
  nChanged 11
		SP:Iteration 72Q (91692.860000 sec): 3 clusters
  Score: Raw -1236837.784419 + Penalty 3069.373456 = -1233768.410963
  nChanged 12
		SP:Iteration 73Q (91693.050000 sec): 3 clusters
  Score: Raw -1236843.866961 + Penalty 3069.373456 = -1233774.493504
  nChanged 9
		SP:Iteration 74Q (91693.220000 sec): 3 clusters
  Score: Raw -1236850.652570 + Penalty 3069.373456 = -1233781.279114
  nChanged 10
		SP:Iteration 75Q (91693.390000 sec): 3 clusters
  Score: Raw -1236854.977022 + Penalty 3069.373456 = -1233785.603566
  nChanged 7
		SP:Iteration 76Q (91693.610000 sec): 3 clusters
  Score: Raw -1236858.952807 + Penalty 3069.373456 = -1233789.579351
  nChanged 4
		SP:Iteration 77Q (91693.780000 sec): 3 clusters
  Score: Raw -1236861.434295 + Penalty 3069.373456 = -1233792.060838
  nChanged 5
		SP:Iteration 78Q (91693.950000 sec): 3 clusters
  Score: Raw -1236864.307291 + Penalty 3069.373456 = -1233794.933834
  nChanged 9
		SP:Iteration 79Q (91694.150000 sec): 3 clusters
  Score: Raw -1236868.503915 + Penalty 3069.373456 = -1233799.130459
  nChanged 9
		SP:Iteration 80F (91694.330000 sec): 3 clusters
  Score: Raw -1236873.685111 + Penalty 3069.373456 = -1233804.311655
  nChanged 10
		SP:Iteration 81Q (91694.500000 sec): 3 clusters
  Score: Raw -1236882.404640 + Penalty 3069.373456 = -1233813.031183
  nChanged 11
		SP:Iteration 82Q (91694.700000 sec): 3 clusters
  Score: Raw -1236889.148396 + Penalty 3069.373456 = -1233819.774939
  nChanged 14
		SP:Iteration 83Q (91694.870000 sec): 3 clusters
  Score: Raw -1236897.570811 + Penalty 3069.373456 = -1233828.197354
  nChanged 12
		SP:Iteration 84Q (91695.030000 sec): 3 clusters
  Score: Raw -1236905.497124 + Penalty 3069.373456 = -1233836.123668
  nChanged 13
		SP:Iteration 85Q (91695.230000 sec): 3 clusters
  Score: Raw -1236915.960160 + Penalty 3069.373456 = -1233846.586704
  nChanged 17
		SP:Iteration 86Q (91695.400000 sec): 3 clusters
  Score: Raw -1236933.210096 + Penalty 3069.373456 = -1233863.836640
  nChanged 26
		SP:Iteration 87Q (91695.570000 sec): 3 clusters
  Score: Raw -1236974.073835 + Penalty 3069.373456 = -1233904.700378
  nChanged 30
		SP:Iteration 88Q (91695.780000 sec): 3 clusters
  Score: Raw -1237042.762031 + Penalty 3069.373456 = -1233973.388575
  nChanged 23
		SP:Iteration 89Q (91695.950000 sec): 3 clusters
  Score: Raw -1237079.247091 + Penalty 3069.373456 = -1234009.873635
  nChanged 21
		SP:Iteration 90Q (91696.120000 sec): 3 clusters
  Score: Raw -1237094.760746 + Penalty 3069.373456 = -1234025.387290
  nChanged 10
		SP:Iteration 91Q (91696.350000 sec): 3 clusters
  Score: Raw -1237101.959947 + Penalty 3069.373456 = -1234032.586490
  nChanged 6
		SP:Iteration 92Q (91696.520000 sec): 3 clusters
  Score: Raw -1237104.871948 + Penalty 3069.373456 = -1234035.498492
  nChanged 1
		SP:Iteration 93Q (91696.690000 sec): 3 clusters
  Score: Raw -1237105.301337 + Penalty 3069.373456 = -1234035.927881
  nChanged 2
		SP:Iteration 94Q (91696.880000 sec): 3 clusters
  Score: Raw -1237106.352979 + Penalty 3069.373456 = -1234036.979523
  nChanged 2
		SP:Iteration 95Q (91697.050000 sec): 3 clusters
  Score: Raw -1237106.868903 + Penalty 3069.373456 = -1234037.495446
  nChanged 2
		SP:Iteration 96Q (91697.220000 sec): 3 clusters
  Score: Raw -1237107.842541 + Penalty 3069.373456 = -1234038.469085
  nChanged 2
		SP:Iteration 97Q (91697.420000 sec): 3 clusters
  Score: Raw -1237109.168840 + Penalty 3069.373456 = -1234039.795384
  nChanged 2
		SP:Iteration 98Q (91697.590000 sec): 3 clusters
  Score: Raw -1237109.842873 + Penalty 3069.373456 = -1234040.469416
  nChanged 0
		SP:Iteration 99F (91697.770000 sec): 3 clusters
  Score: Raw -1237109.842873 + Penalty 3069.373456 = -1234040.469416
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91697.890000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91698.010000 sec): 3 clusters
  Score: Raw -621340.280075 + Penalty 2855.101478 = -618485.178596
  nChanged 2719
		SP:Iteration 1F (91698.110000 sec): 3 clusters
  Score: Raw -622922.635676 + Penalty 2855.101478 = -620067.534198
  nChanged 482
		SP:Iteration 2F (91698.220000 sec): 3 clusters
  Score: Raw -623192.803107 + Penalty 2855.101478 = -620337.701629
  nChanged 395
		SP:Iteration 3F (91698.330000 sec): 3 clusters
  Score: Raw -623428.078093 + Penalty 2855.101478 = -620572.976614
  nChanged 338
		SP:Iteration 4F (91698.440000 sec): 3 clusters
  Score: Raw -623637.216610 + Penalty 2855.101478 = -620782.115132
  nChanged 312
		SP:Iteration 5Q (91698.550000 sec): 3 clusters
  Score: Raw -623846.222301 + Penalty 2855.101478 = -620991.120822
  nChanged 305
		SP:Iteration 6Q (91698.660000 sec): 3 clusters
  Score: Raw -624086.243030 + Penalty 2855.101478 = -621231.141552
  nChanged 284
		SP:Iteration 7Q (91698.770000 sec): 3 clusters
  Score: Raw -624302.051011 + Penalty 2855.101478 = -621446.949533
  nChanged 278
		SP:Iteration 8Q (91698.880000 sec): 3 clusters
  Score: Raw -624490.962829 + Penalty 2855.101478 = -621635.861350
  nChanged 206
		SP:Iteration 9Q (91698.990000 sec): 3 clusters
  Score: Raw -624623.058901 + Penalty 2855.101478 = -621767.957422
  nChanged 169
		SP:Iteration 10Q (91699.100000 sec): 3 clusters
  Score: Raw -624721.421129 + Penalty 2855.101478 = -621866.319650
  nChanged 142
		SP:Iteration 11Q (91699.210000 sec): 3 clusters
  Score: Raw -624804.401859 + Penalty 2855.101478 = -621949.300381
  nChanged 119
		SP:Iteration 12Q (91699.320000 sec): 3 clusters
  Score: Raw -624867.676470 + Penalty 2855.101478 = -622012.574991
  nChanged 94
		SP:Iteration 13Q (91699.430000 sec): 3 clusters
  Score: Raw -624904.866020 + Penalty 2855.101478 = -622049.764541
  nChanged 67
		SP:Iteration 14Q (91699.540000 sec): 3 clusters
  Score: Raw -624933.254140 + Penalty 2855.101478 = -622078.152661
  nChanged 57
		SP:Iteration 15Q (91699.650000 sec): 3 clusters
  Score: Raw -624960.465160 + Penalty 2855.101478 = -622105.363681
  nChanged 57
		SP:Iteration 16Q (91699.760000 sec): 3 clusters
  Score: Raw -624981.102338 + Penalty 2855.101478 = -622126.000860
  nChanged 45
		SP:Iteration 17Q (91699.870000 sec): 3 clusters
  Score: Raw -624994.609373 + Penalty 2855.101478 = -622139.507894
  nChanged 43
		SP:Iteration 18Q (91699.970000 sec): 3 clusters
  Score: Raw -625007.422444 + Penalty 2855.101478 = -622152.320966
  nChanged 29
		SP:Iteration 19Q (91700.080000 sec): 3 clusters
  Score: Raw -625016.058398 + Penalty 2855.101478 = -622160.956920
  nChanged 27
		SP:Iteration 20F (91700.190000 sec): 3 clusters
  Score: Raw -625025.175824 + Penalty 2855.101478 = -622170.074346
  nChanged 30
		SP:Iteration 21Q (91700.300000 sec): 3 clusters
  Score: Raw -625033.966609 + Penalty 2855.101478 = -622178.865130
  nChanged 22
		SP:Iteration 22Q (91700.410000 sec): 3 clusters
  Score: Raw -625040.784906 + Penalty 2855.101478 = -622185.683428
  nChanged 17
		SP:Iteration 23Q (91700.520000 sec): 3 clusters
  Score: Raw -625045.659571 + Penalty 2855.101478 = -622190.558093
  nChanged 17
		SP:Iteration 24Q (91700.630000 sec): 3 clusters
  Score: Raw -625050.852404 + Penalty 2855.101478 = -622195.750926
  nChanged 22
		SP:Iteration 25Q (91700.730000 sec): 3 clusters
  Score: Raw -625057.360167 + Penalty 2855.101478 = -622202.258688
  nChanged 17
		SP:Iteration 26Q (91700.840000 sec): 3 clusters
  Score: Raw -625062.325609 + Penalty 2855.101478 = -622207.224131
  nChanged 17
		SP:Iteration 27Q (91700.950000 sec): 3 clusters
  Score: Raw -625067.724995 + Penalty 2855.101478 = -622212.623516
  nChanged 14
		SP:Iteration 28Q (91701.060000 sec): 3 clusters
  Score: Raw -625072.284832 + Penalty 2855.101478 = -622217.183354
  nChanged 11
		SP:Iteration 29Q (91701.170000 sec): 3 clusters
  Score: Raw -625075.574013 + Penalty 2855.101478 = -622220.472535
  nChanged 9
		SP:Iteration 30Q (91701.270000 sec): 3 clusters
  Score: Raw -625077.660473 + Penalty 2855.101478 = -622222.558994
  nChanged 9
		SP:Iteration 31Q (91701.390000 sec): 3 clusters
  Score: Raw -625080.047656 + Penalty 2855.101478 = -622224.946177
  nChanged 8
		SP:Iteration 32Q (91701.490000 sec): 3 clusters
  Score: Raw -625081.983878 + Penalty 2855.101478 = -622226.882400
  nChanged 7
		SP:Iteration 33Q (91701.600000 sec): 3 clusters
  Score: Raw -625082.836886 + Penalty 2855.101478 = -622227.735407
  nChanged 2
		SP:Iteration 34Q (91701.710000 sec): 3 clusters
  Score: Raw -625083.540502 + Penalty 2855.101478 = -622228.439024
  nChanged 1
		SP:Iteration 35Q (91701.820000 sec): 3 clusters
  Score: Raw -625083.843580 + Penalty 2855.101478 = -622228.742101
  nChanged 2
		SP:Iteration 36Q (91701.930000 sec): 3 clusters
  Score: Raw -625084.010576 + Penalty 2855.101478 = -622228.909097
  nChanged 0
		SP:Iteration 37F (91702.040000 sec): 3 clusters
  Score: Raw -625084.010576 + Penalty 2855.101478 = -622228.909097
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91702.120000 sec): 2 clusters
  Score: Raw -339315.428003 + Penalty 1308.342902 = -338007.085101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91702.180000 sec): 3 clusters
  Score: Raw -337813.711508 + Penalty 2616.685803 = -335197.025705
  nChanged 1214
		SP:Iteration 1F (91702.240000 sec): 3 clusters
  Score: Raw -338548.759679 + Penalty 2616.685803 = -335932.073875
  nChanged 237
		SP:Iteration 2F (91702.300000 sec): 3 clusters
  Score: Raw -338702.436261 + Penalty 2616.685803 = -336085.750457
  nChanged 177
		SP:Iteration 3F (91702.360000 sec): 3 clusters
  Score: Raw -338813.883790 + Penalty 2616.685803 = -336197.197987
  nChanged 131
		SP:Iteration 4Q (91702.420000 sec): 3 clusters
  Score: Raw -338903.221098 + Penalty 2616.685803 = -336286.535295
  nChanged 109
		SP:Iteration 5Q (91702.480000 sec): 3 clusters
  Score: Raw -338962.453233 + Penalty 2616.685803 = -336345.767430
  nChanged 92
		SP:Iteration 6Q (91702.540000 sec): 3 clusters
  Score: Raw -339007.301608 + Penalty 2616.685803 = -336390.615805
  nChanged 83
		SP:Iteration 7Q (91702.610000 sec): 3 clusters
  Score: Raw -339047.009608 + Penalty 2616.685803 = -336430.323804
  nChanged 55
		SP:Iteration 8Q (91702.670000 sec): 3 clusters
  Score: Raw -339070.806887 + Penalty 2616.685803 = -336454.121084
  nChanged 46
		SP:Iteration 9Q (91702.730000 sec): 3 clusters
  Score: Raw -339088.463595 + Penalty 2616.685803 = -336471.777792
  nChanged 24
		SP:Iteration 10Q (91702.790000 sec): 3 clusters
  Score: Raw -339096.167752 + Penalty 2616.685803 = -336479.481948
  nChanged 23
		SP:Iteration 11Q (91702.850000 sec): 3 clusters
  Score: Raw -339104.368107 + Penalty 2616.685803 = -336487.682303
  nChanged 17
		SP:Iteration 12Q (91702.910000 sec): 3 clusters
  Score: Raw -339110.831208 + Penalty 2616.685803 = -336494.145405
  nChanged 15
		SP:Iteration 13Q (91702.970000 sec): 3 clusters
  Score: Raw -339115.551527 + Penalty 2616.685803 = -336498.865723
  nChanged 14
		SP:Iteration 14Q (91703.030000 sec): 3 clusters
  Score: Raw -339119.739658 + Penalty 2616.685803 = -336503.053855
  nChanged 14
		SP:Iteration 15Q (91703.090000 sec): 3 clusters
  Score: Raw -339123.528440 + Penalty 2616.685803 = -336506.842637
  nChanged 10
		SP:Iteration 16Q (91703.150000 sec): 3 clusters
  Score: Raw -339126.816342 + Penalty 2616.685803 = -336510.130539
  nChanged 12
		SP:Iteration 17Q (91703.210000 sec): 3 clusters
  Score: Raw -339131.315165 + Penalty 2616.685803 = -336514.629361
  nChanged 14
		SP:Iteration 18Q (91703.270000 sec): 3 clusters
  Score: Raw -339134.762223 + Penalty 2616.685803 = -336518.076419
  nChanged 7
		SP:Iteration 19Q (91703.330000 sec): 3 clusters
  Score: Raw -339136.073698 + Penalty 2616.685803 = -336519.387894
  nChanged 11
		SP:Iteration 20F (91703.390000 sec): 3 clusters
  Score: Raw -339137.942512 + Penalty 2616.685803 = -336521.256709
  nChanged 5
		SP:Iteration 21Q (91703.450000 sec): 3 clusters
  Score: Raw -339138.805839 + Penalty 2616.685803 = -336522.120036
  nChanged 8
		SP:Iteration 22Q (91703.510000 sec): 3 clusters
  Score: Raw -339140.305550 + Penalty 2616.685803 = -336523.619747
  nChanged 4
		SP:Iteration 23Q (91703.570000 sec): 3 clusters
  Score: Raw -339142.342957 + Penalty 2616.685803 = -336525.657154
  nChanged 8
		SP:Iteration 24Q (91703.630000 sec): 3 clusters
  Score: Raw -339146.096987 + Penalty 2616.685803 = -336529.411184
  nChanged 7
		SP:Iteration 25Q (91703.690000 sec): 3 clusters
  Score: Raw -339149.697816 + Penalty 2616.685803 = -336533.012013
  nChanged 6
		SP:Iteration 26Q (91703.750000 sec): 3 clusters
  Score: Raw -339151.450795 + Penalty 2616.685803 = -336534.764992
  nChanged 3
		SP:Iteration 27Q (91703.810000 sec): 3 clusters
  Score: Raw -339152.550286 + Penalty 2616.685803 = -336535.864483
  nChanged 5
		SP:Iteration 28Q (91703.870000 sec): 3 clusters
  Score: Raw -339153.994384 + Penalty 2616.685803 = -336537.308581
  nChanged 9
		SP:Iteration 29Q (91703.940000 sec): 3 clusters
  Score: Raw -339156.666745 + Penalty 2616.685803 = -336539.980942
  nChanged 14
		SP:Iteration 30Q (91704.000000 sec): 3 clusters
  Score: Raw -339161.137134 + Penalty 2616.685803 = -336544.451331
  nChanged 13
		SP:Iteration 31Q (91704.060000 sec): 3 clusters
  Score: Raw -339166.386409 + Penalty 2616.685803 = -336549.700606
  nChanged 20
		SP:Iteration 32Q (91704.120000 sec): 3 clusters
  Score: Raw -339172.926982 + Penalty 2616.685803 = -336556.241178
  nChanged 13
		SP:Iteration 33Q (91704.180000 sec): 3 clusters
  Score: Raw -339177.496867 + Penalty 2616.685803 = -336560.811063
  nChanged 11
		SP:Iteration 34Q (91704.240000 sec): 3 clusters
  Score: Raw -339180.689255 + Penalty 2616.685803 = -336564.003451
  nChanged 15
		SP:Iteration 35Q (91704.300000 sec): 3 clusters
  Score: Raw -339185.333567 + Penalty 2616.685803 = -336568.647763
  nChanged 15
		SP:Iteration 36Q (91704.360000 sec): 3 clusters
  Score: Raw -339190.330251 + Penalty 2616.685803 = -336573.644448
  nChanged 15
		SP:Iteration 37Q (91704.420000 sec): 3 clusters
  Score: Raw -339195.701582 + Penalty 2616.685803 = -336579.015779
  nChanged 15
		SP:Iteration 38Q (91704.490000 sec): 3 clusters
  Score: Raw -339201.499086 + Penalty 2616.685803 = -336584.813282
  nChanged 16
		SP:Iteration 39Q (91704.550000 sec): 3 clusters
  Score: Raw -339207.608902 + Penalty 2616.685803 = -336590.923098
  nChanged 13
		SP:Iteration 40F (91704.610000 sec): 3 clusters
  Score: Raw -339211.047222 + Penalty 2616.685803 = -336594.361419
  nChanged 4
		SP:Iteration 41Q (91704.670000 sec): 3 clusters
  Score: Raw -339212.298925 + Penalty 2616.685803 = -336595.613122
  nChanged 4
		SP:Iteration 42Q (91704.730000 sec): 3 clusters
  Score: Raw -339213.706329 + Penalty 2616.685803 = -336597.020525
  nChanged 5
		SP:Iteration 43Q (91704.790000 sec): 3 clusters
  Score: Raw -339214.979984 + Penalty 2616.685803 = -336598.294180
  nChanged 2
		SP:Iteration 44Q (91704.850000 sec): 3 clusters
  Score: Raw -339215.713059 + Penalty 2616.685803 = -336599.027255
  nChanged 5
		SP:Iteration 45Q (91704.910000 sec): 3 clusters
  Score: Raw -339217.344980 + Penalty 2616.685803 = -336600.659177
  nChanged 8
		SP:Iteration 46Q (91704.970000 sec): 3 clusters
  Score: Raw -339219.937666 + Penalty 2616.685803 = -336603.251862
  nChanged 4
		SP:Iteration 47Q (91705.030000 sec): 3 clusters
  Score: Raw -339221.164428 + Penalty 2616.685803 = -336604.478625
  nChanged 1
		SP:Iteration 48Q (91705.090000 sec): 3 clusters
  Score: Raw -339221.483896 + Penalty 2616.685803 = -336604.798092
  nChanged 3
		SP:Iteration 49Q (91705.150000 sec): 3 clusters
  Score: Raw -339222.459319 + Penalty 2616.685803 = -336605.773516
  nChanged 2
		SP:Iteration 50Q (91705.220000 sec): 3 clusters
  Score: Raw -339222.794915 + Penalty 2616.685803 = -336606.109112
  nChanged 2
		SP:Iteration 51Q (91705.280000 sec): 3 clusters
  Score: Raw -339223.978434 + Penalty 2616.685803 = -336607.292631
  nChanged 7
		SP:Iteration 52Q (91705.340000 sec): 3 clusters
  Score: Raw -339225.887940 + Penalty 2616.685803 = -336609.202137
  nChanged 6
		SP:Iteration 53Q (91705.400000 sec): 3 clusters
  Score: Raw -339227.721623 + Penalty 2616.685803 = -336611.035820
  nChanged 6
		SP:Iteration 54Q (91705.460000 sec): 3 clusters
  Score: Raw -339229.187877 + Penalty 2616.685803 = -336612.502073
  nChanged 4
		SP:Iteration 55Q (91705.520000 sec): 3 clusters
  Score: Raw -339230.301091 + Penalty 2616.685803 = -336613.615287
  nChanged 7
		SP:Iteration 56Q (91705.580000 sec): 3 clusters
  Score: Raw -339231.494515 + Penalty 2616.685803 = -336614.808712
  nChanged 2
		SP:Iteration 57Q (91705.640000 sec): 3 clusters
  Score: Raw -339232.082029 + Penalty 2616.685803 = -336615.396225
  nChanged 2
		SP:Iteration 58Q (91705.700000 sec): 3 clusters
  Score: Raw -339232.363137 + Penalty 2616.685803 = -336615.677333
  nChanged 1
		SP:Iteration 59Q (91705.760000 sec): 3 clusters
  Score: Raw -339232.441516 + Penalty 2616.685803 = -336615.755713
  nChanged 0
		SP:Iteration 60F (91705.820000 sec): 3 clusters
  Score: Raw -339232.441516 + Penalty 2616.685803 = -336615.755713
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91705.890000 sec): 2 clusters
  Score: Raw -175557.730346 + Penalty 1207.104144 = -174350.626201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91705.920000 sec): 3 clusters
  Score: Raw -174921.827649 + Penalty 2414.208288 = -172507.619361
  nChanged 550
		SP:Iteration 1F (91705.950000 sec): 3 clusters
  Score: Raw -175261.037866 + Penalty 2414.208288 = -172846.829578
  nChanged 123
		SP:Iteration 2F (91705.980000 sec): 3 clusters
  Score: Raw -175368.739556 + Penalty 2414.208288 = -172954.531268
  nChanged 84
		SP:Iteration 3Q (91706.020000 sec): 3 clusters
  Score: Raw -175440.423297 + Penalty 2414.208288 = -173026.215009
  nChanged 50
		SP:Iteration 4Q (91706.050000 sec): 3 clusters
  Score: Raw -175473.066005 + Penalty 2414.208288 = -173058.857717
  nChanged 43
		SP:Iteration 5Q (91706.080000 sec): 3 clusters
  Score: Raw -175508.245497 + Penalty 2414.208288 = -173094.037209
  nChanged 32
		SP:Iteration 6Q (91706.120000 sec): 3 clusters
  Score: Raw -175533.184384 + Penalty 2414.208288 = -173118.976096
  nChanged 37
		SP:Iteration 7Q (91706.150000 sec): 3 clusters
  Score: Raw -175564.459719 + Penalty 2414.208288 = -173150.251430
  nChanged 34
		SP:Iteration 8Q (91706.180000 sec): 3 clusters
  Score: Raw -175589.422240 + Penalty 2414.208288 = -173175.213952
  nChanged 31
		SP:Iteration 9Q (91706.220000 sec): 3 clusters
  Score: Raw -175614.057192 + Penalty 2414.208288 = -173199.848903
  nChanged 27
		SP:Iteration 10Q (91706.250000 sec): 3 clusters
  Score: Raw -175629.838604 + Penalty 2414.208288 = -173215.630315
  nChanged 16
		SP:Iteration 11Q (91706.280000 sec): 3 clusters
  Score: Raw -175638.263895 + Penalty 2414.208288 = -173224.055607
  nChanged 18
		SP:Iteration 12Q (91706.310000 sec): 3 clusters
  Score: Raw -175653.566207 + Penalty 2414.208288 = -173239.357919
  nChanged 20
		SP:Iteration 13Q (91706.350000 sec): 3 clusters
  Score: Raw -175669.259921 + Penalty 2414.208288 = -173255.051633
  nChanged 21
		SP:Iteration 14Q (91706.380000 sec): 3 clusters
  Score: Raw -175683.900049 + Penalty 2414.208288 = -173269.691760
  nChanged 17
		SP:Iteration 15Q (91706.410000 sec): 3 clusters
  Score: Raw -175698.907901 + Penalty 2414.208288 = -173284.699613
  nChanged 11
		SP:Iteration 16Q (91706.450000 sec): 3 clusters
  Score: Raw -175708.372658 + Penalty 2414.208288 = -173294.164370
  nChanged 8
		SP:Iteration 17Q (91706.480000 sec): 3 clusters
  Score: Raw -175714.170737 + Penalty 2414.208288 = -173299.962449
  nChanged 8
		SP:Iteration 18Q (91706.510000 sec): 3 clusters
  Score: Raw -175719.320214 + Penalty 2414.208288 = -173305.111926
  nChanged 4
		SP:Iteration 19Q (91706.550000 sec): 3 clusters
  Score: Raw -175722.003944 + Penalty 2414.208288 = -173307.795656
  nChanged 5
		SP:Iteration 20F (91706.580000 sec): 3 clusters
  Score: Raw -175726.330241 + Penalty 2414.208288 = -173312.121953
  nChanged 6
		SP:Iteration 21Q (91706.610000 sec): 3 clusters
  Score: Raw -175730.925841 + Penalty 2414.208288 = -173316.717553
  nChanged 3
		SP:Iteration 22Q (91706.640000 sec): 3 clusters
  Score: Raw -175733.088806 + Penalty 2414.208288 = -173318.880518
  nChanged 2
		SP:Iteration 23Q (91706.670000 sec): 3 clusters
  Score: Raw -175734.056147 + Penalty 2414.208288 = -173319.847859
  nChanged 1
		SP:Iteration 24Q (91706.710000 sec): 3 clusters
  Score: Raw -175734.630069 + Penalty 2414.208288 = -173320.421781
  nChanged 1
		SP:Iteration 25Q (91706.740000 sec): 3 clusters
  Score: Raw -175735.180152 + Penalty 2414.208288 = -173320.971864
  nChanged 1
		SP:Iteration 26Q (91706.770000 sec): 3 clusters
  Score: Raw -175735.660577 + Penalty 2414.208288 = -173321.452289
  nChanged 0
		SP:Iteration 27F (91706.810000 sec): 3 clusters
  Score: Raw -175735.660577 + Penalty 2414.208288 = -173321.452289
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91706.880000 sec): 2 clusters
  Score: Raw -302113.069151 + Penalty 1290.344872 = -300822.724279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91706.930000 sec): 3 clusters
  Score: Raw -300807.992314 + Penalty 2580.689744 = -298227.302570
  nChanged 1044
		SP:Iteration 1F (91706.990000 sec): 3 clusters
  Score: Raw -301364.456526 + Penalty 2580.689744 = -298783.766782
  nChanged 197
		SP:Iteration 2F (91707.050000 sec): 3 clusters
  Score: Raw -301478.694344 + Penalty 2580.689744 = -298898.004600
  nChanged 119
		SP:Iteration 3Q (91707.110000 sec): 3 clusters
  Score: Raw -301543.095263 + Penalty 2580.689744 = -298962.405520
  nChanged 92
		SP:Iteration 4Q (91707.170000 sec): 3 clusters
  Score: Raw -301594.737143 + Penalty 2580.689744 = -299014.047400
  nChanged 86
		SP:Iteration 5Q (91707.220000 sec): 3 clusters
  Score: Raw -301642.564344 + Penalty 2580.689744 = -299061.874600
  nChanged 67
		SP:Iteration 6Q (91707.280000 sec): 3 clusters
  Score: Raw -301678.894247 + Penalty 2580.689744 = -299098.204503
  nChanged 54
		SP:Iteration 7Q (91707.330000 sec): 3 clusters
  Score: Raw -301714.042046 + Penalty 2580.689744 = -299133.352302
  nChanged 52
		SP:Iteration 8Q (91707.390000 sec): 3 clusters
  Score: Raw -301743.777225 + Penalty 2580.689744 = -299163.087481
  nChanged 59
		SP:Iteration 9Q (91707.450000 sec): 3 clusters
  Score: Raw -301772.300107 + Penalty 2580.689744 = -299191.610364
  nChanged 47
		SP:Iteration 10Q (91707.500000 sec): 3 clusters
  Score: Raw -301800.404822 + Penalty 2580.689744 = -299219.715078
  nChanged 51
		SP:Iteration 11Q (91707.560000 sec): 3 clusters
  Score: Raw -301826.119083 + Penalty 2580.689744 = -299245.429339
  nChanged 48
		SP:Iteration 12Q (91707.610000 sec): 3 clusters
  Score: Raw -301852.410716 + Penalty 2580.689744 = -299271.720972
  nChanged 42
		SP:Iteration 13Q (91707.670000 sec): 3 clusters
  Score: Raw -301875.046088 + Penalty 2580.689744 = -299294.356344
  nChanged 50
		SP:Iteration 14Q (91707.730000 sec): 3 clusters
  Score: Raw -301906.702366 + Penalty 2580.689744 = -299326.012622
  nChanged 56
		SP:Iteration 15Q (91707.780000 sec): 3 clusters
  Score: Raw -301952.081188 + Penalty 2580.689744 = -299371.391444
  nChanged 63
		SP:Iteration 16Q (91707.840000 sec): 3 clusters
  Score: Raw -301987.605182 + Penalty 2580.689744 = -299406.915439
  nChanged 61
		SP:Iteration 17Q (91707.890000 sec): 3 clusters
  Score: Raw -302026.174824 + Penalty 2580.689744 = -299445.485080
  nChanged 57
		SP:Iteration 18Q (91707.950000 sec): 3 clusters
  Score: Raw -302062.453983 + Penalty 2580.689744 = -299481.764239
  nChanged 56
		SP:Iteration 19Q (91708.010000 sec): 3 clusters
  Score: Raw -302102.437940 + Penalty 2580.689744 = -299521.748196
  nChanged 57
		SP:Iteration 20F (91708.060000 sec): 3 clusters
  Score: Raw -302135.702570 + Penalty 2580.689744 = -299555.012826
  nChanged 58
		SP:Iteration 21Q (91708.120000 sec): 3 clusters
  Score: Raw -302177.860955 + Penalty 2580.689744 = -299597.171212
  nChanged 55
		SP:Iteration 22Q (91708.170000 sec): 3 clusters
  Score: Raw -302210.695214 + Penalty 2580.689744 = -299630.005470
  nChanged 48
		SP:Iteration 23Q (91708.230000 sec): 3 clusters
  Score: Raw -302238.026918 + Penalty 2580.689744 = -299657.337174
  nChanged 55
		SP:Iteration 24Q (91708.280000 sec): 3 clusters
  Score: Raw -302269.480449 + Penalty 2580.689744 = -299688.790705
  nChanged 53
		SP:Iteration 25Q (91708.340000 sec): 3 clusters
  Score: Raw -302298.344585 + Penalty 2580.689744 = -299717.654842
  nChanged 37
		SP:Iteration 26Q (91708.390000 sec): 3 clusters
  Score: Raw -302319.156721 + Penalty 2580.689744 = -299738.466977
  nChanged 34
		SP:Iteration 27Q (91708.450000 sec): 3 clusters
  Score: Raw -302341.618795 + Penalty 2580.689744 = -299760.929051
  nChanged 31
		SP:Iteration 28Q (91708.510000 sec): 3 clusters
  Score: Raw -302360.048573 + Penalty 2580.689744 = -299779.358829
  nChanged 25
		SP:Iteration 29Q (91708.560000 sec): 3 clusters
  Score: Raw -302374.573298 + Penalty 2580.689744 = -299793.883554
  nChanged 25
		SP:Iteration 30Q (91708.620000 sec): 3 clusters
  Score: Raw -302387.445431 + Penalty 2580.689744 = -299806.755687
  nChanged 23
		SP:Iteration 31Q (91708.670000 sec): 3 clusters
  Score: Raw -302398.613811 + Penalty 2580.689744 = -299817.924067
  nChanged 20
		SP:Iteration 32Q (91708.730000 sec): 3 clusters
  Score: Raw -302408.838145 + Penalty 2580.689744 = -299828.148402
  nChanged 19
		SP:Iteration 33Q (91708.780000 sec): 3 clusters
  Score: Raw -302417.025573 + Penalty 2580.689744 = -299836.335829
  nChanged 17
		SP:Iteration 34Q (91708.840000 sec): 3 clusters
  Score: Raw -302426.222021 + Penalty 2580.689744 = -299845.532277
  nChanged 11
		SP:Iteration 35Q (91708.890000 sec): 3 clusters
  Score: Raw -302429.947963 + Penalty 2580.689744 = -299849.258219
  nChanged 14
		SP:Iteration 36Q (91708.950000 sec): 3 clusters
  Score: Raw -302434.961002 + Penalty 2580.689744 = -299854.271259
  nChanged 9
		SP:Iteration 37Q (91709.000000 sec): 3 clusters
  Score: Raw -302439.289433 + Penalty 2580.689744 = -299858.599689
  nChanged 14
		SP:Iteration 38Q (91709.060000 sec): 3 clusters
  Score: Raw -302445.905926 + Penalty 2580.689744 = -299865.216183
  nChanged 15
		SP:Iteration 39Q (91709.110000 sec): 3 clusters
  Score: Raw -302453.248832 + Penalty 2580.689744 = -299872.559088
  nChanged 15
		SP:Iteration 40F (91709.170000 sec): 3 clusters
  Score: Raw -302461.747560 + Penalty 2580.689744 = -299881.057816
  nChanged 13
		SP:Iteration 41Q (91709.220000 sec): 3 clusters
  Score: Raw -302469.190665 + Penalty 2580.689744 = -299888.500921
  nChanged 21
		SP:Iteration 42Q (91709.280000 sec): 3 clusters
  Score: Raw -302478.043562 + Penalty 2580.689744 = -299897.353818
  nChanged 10
		SP:Iteration 43Q (91709.330000 sec): 3 clusters
  Score: Raw -302482.135155 + Penalty 2580.689744 = -299901.445411
  nChanged 11
		SP:Iteration 44Q (91709.390000 sec): 3 clusters
  Score: Raw -302485.998086 + Penalty 2580.689744 = -299905.308343
  nChanged 8
		SP:Iteration 45Q (91709.440000 sec): 3 clusters
  Score: Raw -302488.654321 + Penalty 2580.689744 = -299907.964578
  nChanged 6
		SP:Iteration 46Q (91709.490000 sec): 3 clusters
  Score: Raw -302490.617040 + Penalty 2580.689744 = -299909.927296
  nChanged 8
		SP:Iteration 47Q (91709.550000 sec): 3 clusters
  Score: Raw -302494.411275 + Penalty 2580.689744 = -299913.721531
  nChanged 8
		SP:Iteration 48Q (91709.610000 sec): 3 clusters
  Score: Raw -302498.700493 + Penalty 2580.689744 = -299918.010749
  nChanged 5
		SP:Iteration 49Q (91709.660000 sec): 3 clusters
  Score: Raw -302502.196734 + Penalty 2580.689744 = -299921.506990
  nChanged 6
		SP:Iteration 50Q (91709.710000 sec): 3 clusters
  Score: Raw -302504.691284 + Penalty 2580.689744 = -299924.001540
  nChanged 7
		SP:Iteration 51Q (91709.770000 sec): 3 clusters
  Score: Raw -302507.087001 + Penalty 2580.689744 = -299926.397257
  nChanged 5
		SP:Iteration 52Q (91709.820000 sec): 3 clusters
  Score: Raw -302508.704046 + Penalty 2580.689744 = -299928.014303
  nChanged 6
		SP:Iteration 53Q (91709.880000 sec): 3 clusters
  Score: Raw -302511.852367 + Penalty 2580.689744 = -299931.162623
  nChanged 6
		SP:Iteration 54Q (91709.930000 sec): 3 clusters
  Score: Raw -302514.982493 + Penalty 2580.689744 = -299934.292749
  nChanged 12
		SP:Iteration 55Q (91709.990000 sec): 3 clusters
  Score: Raw -302520.641711 + Penalty 2580.689744 = -299939.951967
  nChanged 11
		SP:Iteration 56Q (91710.040000 sec): 3 clusters
  Score: Raw -302526.487483 + Penalty 2580.689744 = -299945.797739
  nChanged 16
		SP:Iteration 57Q (91710.090000 sec): 3 clusters
  Score: Raw -302535.818846 + Penalty 2580.689744 = -299955.129102
  nChanged 15
		SP:Iteration 58Q (91710.150000 sec): 3 clusters
  Score: Raw -302546.960531 + Penalty 2580.689744 = -299966.270787
  nChanged 13
		SP:Iteration 59Q (91710.200000 sec): 3 clusters
  Score: Raw -302553.539378 + Penalty 2580.689744 = -299972.849634
  nChanged 16
		SP:Iteration 60F (91710.260000 sec): 3 clusters
  Score: Raw -302563.665143 + Penalty 2580.689744 = -299982.975399
  nChanged 17
		SP:Iteration 61Q (91710.310000 sec): 3 clusters
  Score: Raw -302573.618273 + Penalty 2580.689744 = -299992.928529
  nChanged 20
		SP:Iteration 62Q (91710.370000 sec): 3 clusters
  Score: Raw -302584.667687 + Penalty 2580.689744 = -300003.977943
  nChanged 17
		SP:Iteration 63Q (91710.420000 sec): 3 clusters
  Score: Raw -302592.012215 + Penalty 2580.689744 = -300011.322471
  nChanged 15
		SP:Iteration 64Q (91710.480000 sec): 3 clusters
  Score: Raw -302598.383281 + Penalty 2580.689744 = -300017.693537
  nChanged 14
		SP:Iteration 65Q (91710.530000 sec): 3 clusters
  Score: Raw -302602.591107 + Penalty 2580.689744 = -300021.901364
  nChanged 8
		SP:Iteration 66Q (91710.580000 sec): 3 clusters
  Score: Raw -302606.254158 + Penalty 2580.689744 = -300025.564414
  nChanged 7
		SP:Iteration 67Q (91710.640000 sec): 3 clusters
  Score: Raw -302608.689803 + Penalty 2580.689744 = -300028.000059
  nChanged 5
		SP:Iteration 68Q (91710.690000 sec): 3 clusters
  Score: Raw -302610.715676 + Penalty 2580.689744 = -300030.025932
  nChanged 6
		SP:Iteration 69Q (91710.740000 sec): 3 clusters
  Score: Raw -302612.905208 + Penalty 2580.689744 = -300032.215464
  nChanged 5
		SP:Iteration 70Q (91710.800000 sec): 3 clusters
  Score: Raw -302614.933804 + Penalty 2580.689744 = -300034.244061
  nChanged 7
		SP:Iteration 71Q (91710.850000 sec): 3 clusters
  Score: Raw -302617.017438 + Penalty 2580.689744 = -300036.327694
  nChanged 3
		SP:Iteration 72Q (91710.910000 sec): 3 clusters
  Score: Raw -302617.599662 + Penalty 2580.689744 = -300036.909919
  nChanged 3
		SP:Iteration 73Q (91710.960000 sec): 3 clusters
  Score: Raw -302618.371275 + Penalty 2580.689744 = -300037.681531
  nChanged 3
		SP:Iteration 74Q (91711.010000 sec): 3 clusters
  Score: Raw -302619.255431 + Penalty 2580.689744 = -300038.565687
  nChanged 3
		SP:Iteration 75Q (91711.070000 sec): 3 clusters
  Score: Raw -302620.856890 + Penalty 2580.689744 = -300040.167146
  nChanged 5
		SP:Iteration 76Q (91711.120000 sec): 3 clusters
  Score: Raw -302622.844090 + Penalty 2580.689744 = -300042.154346
  nChanged 4
		SP:Iteration 77Q (91711.180000 sec): 3 clusters
  Score: Raw -302624.453048 + Penalty 2580.689744 = -300043.763305
  nChanged 6
		SP:Iteration 78Q (91711.230000 sec): 3 clusters
  Score: Raw -302626.917068 + Penalty 2580.689744 = -300046.227324
  nChanged 4
		SP:Iteration 79Q (91711.280000 sec): 3 clusters
  Score: Raw -302628.269896 + Penalty 2580.689744 = -300047.580152
  nChanged 2
		SP:Iteration 80F (91711.340000 sec): 3 clusters
  Score: Raw -302628.924694 + Penalty 2580.689744 = -300048.234950
  nChanged 1
		SP:Iteration 81Q (91711.390000 sec): 3 clusters
  Score: Raw -302629.432578 + Penalty 2580.689744 = -300048.742834
  nChanged 3
		SP:Iteration 82Q (91711.440000 sec): 3 clusters
  Score: Raw -302630.461711 + Penalty 2580.689744 = -300049.771967
  nChanged 3
		SP:Iteration 83Q (91711.500000 sec): 3 clusters
  Score: Raw -302631.440246 + Penalty 2580.689744 = -300050.750502
  nChanged 0
		SP:Iteration 84F (91711.560000 sec): 3 clusters
  Score: Raw -302631.440246 + Penalty 2580.689744 = -300050.750502
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (5628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91711.640000 sec): 2 clusters
  Score: Raw -523497.741878 + Penalty 1403.270280 = -522094.471598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91711.760000 sec): 3 clusters
  Score: Raw -520618.794174 + Penalty 2806.540561 = -517812.253613
  nChanged 2284
		SP:Iteration 1F (91711.870000 sec): 3 clusters
  Score: Raw -521928.864343 + Penalty 2806.540561 = -519122.323782
  nChanged 430
		SP:Iteration 2F (91711.970000 sec): 3 clusters
  Score: Raw -522208.963398 + Penalty 2806.540561 = -519402.422837
  nChanged 329
		SP:Iteration 3F (91712.080000 sec): 3 clusters
  Score: Raw -522416.686875 + Penalty 2806.540561 = -519610.146314
  nChanged 287
		SP:Iteration 4F (91712.180000 sec): 3 clusters
  Score: Raw -522588.617344 + Penalty 2806.540561 = -519782.076783
  nChanged 234
		SP:Iteration 5Q (91712.290000 sec): 3 clusters
  Score: Raw -522762.250565 + Penalty 2806.540561 = -519955.710004
  nChanged 264
		SP:Iteration 6Q (91712.400000 sec): 3 clusters
  Score: Raw -522941.452436 + Penalty 2806.540561 = -520134.911875
  nChanged 248
		SP:Iteration 7Q (91712.510000 sec): 3 clusters
  Score: Raw -523112.265364 + Penalty 2806.540561 = -520305.724803
  nChanged 229
		SP:Iteration 8Q (91712.620000 sec): 3 clusters
  Score: Raw -523255.338960 + Penalty 2806.540561 = -520448.798399
  nChanged 194
		SP:Iteration 9Q (91712.720000 sec): 3 clusters
  Score: Raw -523360.199524 + Penalty 2806.540561 = -520553.658963
  nChanged 140
		SP:Iteration 10Q (91712.830000 sec): 3 clusters
  Score: Raw -523430.161291 + Penalty 2806.540561 = -520623.620730
  nChanged 109
		SP:Iteration 11Q (91712.940000 sec): 3 clusters
  Score: Raw -523485.961212 + Penalty 2806.540561 = -520679.420651
  nChanged 101
		SP:Iteration 12Q (91713.050000 sec): 3 clusters
  Score: Raw -523537.094811 + Penalty 2806.540561 = -520730.554250
  nChanged 104
		SP:Iteration 13Q (91713.160000 sec): 3 clusters
  Score: Raw -523590.012445 + Penalty 2806.540561 = -520783.471884
  nChanged 99
		SP:Iteration 14Q (91713.260000 sec): 3 clusters
  Score: Raw -523631.362231 + Penalty 2806.540561 = -520824.821670
  nChanged 54
		SP:Iteration 15Q (91713.370000 sec): 3 clusters
  Score: Raw -523657.340546 + Penalty 2806.540561 = -520850.799985
  nChanged 61
		SP:Iteration 16Q (91713.480000 sec): 3 clusters
  Score: Raw -523686.133734 + Penalty 2806.540561 = -520879.593173
  nChanged 52
		SP:Iteration 17Q (91713.590000 sec): 3 clusters
  Score: Raw -523706.102263 + Penalty 2806.540561 = -520899.561703
  nChanged 60
		SP:Iteration 18Q (91713.690000 sec): 3 clusters
  Score: Raw -523726.279888 + Penalty 2806.540561 = -520919.739327
  nChanged 50
		SP:Iteration 19Q (91713.800000 sec): 3 clusters
  Score: Raw -523746.465666 + Penalty 2806.540561 = -520939.925105
  nChanged 50
		SP:Iteration 20F (91713.900000 sec): 3 clusters
  Score: Raw -523767.046421 + Penalty 2806.540561 = -520960.505860
  nChanged 60
		SP:Iteration 21Q (91714.010000 sec): 3 clusters
  Score: Raw -523794.734192 + Penalty 2806.540561 = -520988.193632
  nChanged 62
		SP:Iteration 22Q (91714.110000 sec): 3 clusters
  Score: Raw -523831.316859 + Penalty 2806.540561 = -521024.776298
  nChanged 77
		SP:Iteration 23Q (91714.220000 sec): 3 clusters
  Score: Raw -523878.047390 + Penalty 2806.540561 = -521071.506829
  nChanged 78
		SP:Iteration 24Q (91714.330000 sec): 3 clusters
  Score: Raw -523928.322168 + Penalty 2806.540561 = -521121.781607
  nChanged 73
		SP:Iteration 25Q (91714.430000 sec): 3 clusters
  Score: Raw -523982.043588 + Penalty 2806.540561 = -521175.503027
  nChanged 100
		SP:Iteration 26Q (91714.540000 sec): 3 clusters
  Score: Raw -524064.312335 + Penalty 2806.540561 = -521257.771774
  nChanged 121
		SP:Iteration 27Q (91714.640000 sec): 3 clusters
  Score: Raw -524199.095109 + Penalty 2806.540561 = -521392.554548
  nChanged 132
		SP:Iteration 28Q (91714.750000 sec): 3 clusters
  Score: Raw -524343.782366 + Penalty 2806.540561 = -521537.241805
  nChanged 143
		SP:Iteration 29Q (91714.850000 sec): 3 clusters
  Score: Raw -524473.275312 + Penalty 2806.540561 = -521666.734751
  nChanged 123
		SP:Iteration 30Q (91714.950000 sec): 3 clusters
  Score: Raw -524568.926530 + Penalty 2806.540561 = -521762.385969
  nChanged 125
		SP:Iteration 31Q (91715.050000 sec): 3 clusters
  Score: Raw -524671.528246 + Penalty 2806.540561 = -521864.987685
  nChanged 112
		SP:Iteration 32Q (91715.150000 sec): 3 clusters
  Score: Raw -524757.727271 + Penalty 2806.540561 = -521951.186710
  nChanged 84
		SP:Iteration 33Q (91715.260000 sec): 3 clusters
  Score: Raw -524815.256344 + Penalty 2806.540561 = -522008.715783
  nChanged 72
		SP:Iteration 34Q (91715.360000 sec): 3 clusters
  Score: Raw -524868.912960 + Penalty 2806.540561 = -522062.372399
  nChanged 51
		SP:Iteration 35Q (91715.470000 sec): 3 clusters
  Score: Raw -524912.850804 + Penalty 2806.540561 = -522106.310243
  nChanged 54
		SP:Iteration 36Q (91715.570000 sec): 3 clusters
  Score: Raw -524964.596302 + Penalty 2806.540561 = -522158.055741
  nChanged 49
		SP:Iteration 37Q (91715.670000 sec): 3 clusters
  Score: Raw -525017.242826 + Penalty 2806.540561 = -522210.702265
  nChanged 50
		SP:Iteration 38Q (91715.770000 sec): 3 clusters
  Score: Raw -525074.718920 + Penalty 2806.540561 = -522268.178359
  nChanged 46
		SP:Iteration 39Q (91715.870000 sec): 3 clusters
  Score: Raw -525136.103062 + Penalty 2806.540561 = -522329.562501
  nChanged 45
		SP:Iteration 40F (91715.980000 sec): 3 clusters
  Score: Raw -525215.008211 + Penalty 2806.540561 = -522408.467650
  nChanged 48
		SP:Iteration 41Q (91716.070000 sec): 3 clusters
  Score: Raw -525288.036511 + Penalty 2806.540561 = -522481.495950
  nChanged 46
		SP:Iteration 42Q (91716.170000 sec): 3 clusters
  Score: Raw -525324.954449 + Penalty 2806.540561 = -522518.413888
  nChanged 32
		SP:Iteration 43Q (91716.270000 sec): 3 clusters
  Score: Raw -525341.079679 + Penalty 2806.540561 = -522534.539118
  nChanged 21
		SP:Iteration 44Q (91716.370000 sec): 3 clusters
  Score: Raw -525349.082102 + Penalty 2806.540561 = -522542.541541
  nChanged 13
		SP:Iteration 45Q (91716.470000 sec): 3 clusters
  Score: Raw -525354.223099 + Penalty 2806.540561 = -522547.682538
  nChanged 14
		SP:Iteration 46Q (91716.580000 sec): 3 clusters
  Score: Raw -525359.935471 + Penalty 2806.540561 = -522553.394910
  nChanged 8
		SP:Iteration 47Q (91716.670000 sec): 3 clusters
  Score: Raw -525362.644329 + Penalty 2806.540561 = -522556.103768
  nChanged 6
		SP:Iteration 48Q (91716.770000 sec): 3 clusters
  Score: Raw -525364.589649 + Penalty 2806.540561 = -522558.049088
  nChanged 2
		SP:Iteration 49Q (91716.870000 sec): 3 clusters
  Score: Raw -525364.898221 + Penalty 2806.540561 = -522558.357660
  nChanged 0
		SP:Iteration 50F (91716.980000 sec): 3 clusters
  Score: Raw -525364.898221 + Penalty 2806.540561 = -522558.357660
  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 7.98 GB.

 Trying to split cluster 54 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91717.050000 sec): 2 clusters
  Score: Raw -281326.634083 + Penalty 1285.470974 = -280041.163109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91717.120000 sec): 3 clusters
  Score: Raw -280056.966384 + Penalty 2570.941949 = -277486.024435
  nChanged 992
		SP:Iteration 1F (91717.200000 sec): 3 clusters
  Score: Raw -280568.927114 + Penalty 2570.941949 = -277997.985165
  nChanged 193
		SP:Iteration 2F (91717.250000 sec): 3 clusters
  Score: Raw -280691.685369 + Penalty 2570.941949 = -278120.743420
  nChanged 136
		SP:Iteration 3Q (91717.300000 sec): 3 clusters
  Score: Raw -280786.436951 + Penalty 2570.941949 = -278215.495002
  nChanged 101
		SP:Iteration 4Q (91717.360000 sec): 3 clusters
  Score: Raw -280849.083247 + Penalty 2570.941949 = -278278.141298
  nChanged 68
		SP:Iteration 5Q (91717.410000 sec): 3 clusters
  Score: Raw -280880.470927 + Penalty 2570.941949 = -278309.528978
  nChanged 48
		SP:Iteration 6Q (91717.470000 sec): 3 clusters
  Score: Raw -280901.733235 + Penalty 2570.941949 = -278330.791286
  nChanged 39
		SP:Iteration 7Q (91717.520000 sec): 3 clusters
  Score: Raw -280919.888359 + Penalty 2570.941949 = -278348.946410
  nChanged 37
		SP:Iteration 8Q (91717.570000 sec): 3 clusters
  Score: Raw -280936.901393 + Penalty 2570.941949 = -278365.959444
  nChanged 35
		SP:Iteration 9Q (91717.620000 sec): 3 clusters
  Score: Raw -280953.558171 + Penalty 2570.941949 = -278382.616222
  nChanged 32
		SP:Iteration 10Q (91717.680000 sec): 3 clusters
  Score: Raw -280966.036239 + Penalty 2570.941949 = -278395.094290
  nChanged 23
		SP:Iteration 11Q (91717.730000 sec): 3 clusters
  Score: Raw -280975.211997 + Penalty 2570.941949 = -278404.270049
  nChanged 23
		SP:Iteration 12Q (91717.780000 sec): 3 clusters
  Score: Raw -280982.885147 + Penalty 2570.941949 = -278411.943198
  nChanged 24
		SP:Iteration 13Q (91717.840000 sec): 3 clusters
  Score: Raw -280993.384644 + Penalty 2570.941949 = -278422.442695
  nChanged 22
		SP:Iteration 14Q (91717.890000 sec): 3 clusters
  Score: Raw -281001.326780 + Penalty 2570.941949 = -278430.384831
  nChanged 18
		SP:Iteration 15Q (91717.940000 sec): 3 clusters
  Score: Raw -281008.417824 + Penalty 2570.941949 = -278437.475875
  nChanged 28
		SP:Iteration 16Q (91718.000000 sec): 3 clusters
  Score: Raw -281016.987253 + Penalty 2570.941949 = -278446.045304
  nChanged 15
		SP:Iteration 17Q (91718.050000 sec): 3 clusters
  Score: Raw -281022.909278 + Penalty 2570.941949 = -278451.967329
  nChanged 17
		SP:Iteration 18Q (91718.100000 sec): 3 clusters
  Score: Raw -281027.761916 + Penalty 2570.941949 = -278456.819967
  nChanged 15
		SP:Iteration 19Q (91718.160000 sec): 3 clusters
  Score: Raw -281033.251287 + Penalty 2570.941949 = -278462.309338
  nChanged 9
		SP:Iteration 20F (91718.210000 sec): 3 clusters
  Score: Raw -281037.538367 + Penalty 2570.941949 = -278466.596418
  nChanged 12
		SP:Iteration 21Q (91718.260000 sec): 3 clusters
  Score: Raw -281041.239022 + Penalty 2570.941949 = -278470.297073
  nChanged 14
		SP:Iteration 22Q (91718.320000 sec): 3 clusters
  Score: Raw -281046.720138 + Penalty 2570.941949 = -278475.778189
  nChanged 20
		SP:Iteration 23Q (91718.370000 sec): 3 clusters
  Score: Raw -281058.846484 + Penalty 2570.941949 = -278487.904535
  nChanged 22
		SP:Iteration 24Q (91718.420000 sec): 3 clusters
  Score: Raw -281071.226491 + Penalty 2570.941949 = -278500.284542
  nChanged 28
		SP:Iteration 25Q (91718.480000 sec): 3 clusters
  Score: Raw -281083.803288 + Penalty 2570.941949 = -278512.861339
  nChanged 24
		SP:Iteration 26Q (91718.530000 sec): 3 clusters
  Score: Raw -281096.552162 + Penalty 2570.941949 = -278525.610213
  nChanged 23
		SP:Iteration 27Q (91718.580000 sec): 3 clusters
  Score: Raw -281107.413454 + Penalty 2570.941949 = -278536.471505
  nChanged 22
		SP:Iteration 28Q (91718.640000 sec): 3 clusters
  Score: Raw -281119.598764 + Penalty 2570.941949 = -278548.656815
  nChanged 30
		SP:Iteration 29Q (91718.690000 sec): 3 clusters
  Score: Raw -281133.482517 + Penalty 2570.941949 = -278562.540568
  nChanged 29
		SP:Iteration 30Q (91718.740000 sec): 3 clusters
  Score: Raw -281149.206830 + Penalty 2570.941949 = -278578.264881
  nChanged 16
		SP:Iteration 31Q (91718.800000 sec): 3 clusters
  Score: Raw -281159.828606 + Penalty 2570.941949 = -278588.886657
  nChanged 23
		SP:Iteration 32Q (91718.850000 sec): 3 clusters
  Score: Raw -281173.181134 + Penalty 2570.941949 = -278602.239185
  nChanged 25
		SP:Iteration 33Q (91718.900000 sec): 3 clusters
  Score: Raw -281183.498281 + Penalty 2570.941949 = -278612.556332
  nChanged 24
		SP:Iteration 34Q (91718.950000 sec): 3 clusters
  Score: Raw -281199.395014 + Penalty 2570.941949 = -278628.453065
  nChanged 30
		SP:Iteration 35Q (91719.000000 sec): 3 clusters
  Score: Raw -281213.504518 + Penalty 2570.941949 = -278642.562569
  nChanged 26
		SP:Iteration 36Q (91719.060000 sec): 3 clusters
  Score: Raw -281230.667577 + Penalty 2570.941949 = -278659.725628
  nChanged 26
		SP:Iteration 37Q (91719.110000 sec): 3 clusters
  Score: Raw -281246.506331 + Penalty 2570.941949 = -278675.564382
  nChanged 24
		SP:Iteration 38Q (91719.160000 sec): 3 clusters
  Score: Raw -281262.150568 + Penalty 2570.941949 = -278691.208619
  nChanged 23
		SP:Iteration 39Q (91719.220000 sec): 3 clusters
  Score: Raw -281276.391243 + Penalty 2570.941949 = -278705.449294
  nChanged 24
		SP:Iteration 40F (91719.270000 sec): 3 clusters
  Score: Raw -281293.436910 + Penalty 2570.941949 = -278722.494961
  nChanged 25
		SP:Iteration 41Q (91719.320000 sec): 3 clusters
  Score: Raw -281312.416512 + Penalty 2570.941949 = -278741.474563
  nChanged 21
		SP:Iteration 42Q (91719.370000 sec): 3 clusters
  Score: Raw -281324.801742 + Penalty 2570.941949 = -278753.859793
  nChanged 16
		SP:Iteration 43Q (91719.420000 sec): 3 clusters
  Score: Raw -281335.018439 + Penalty 2570.941949 = -278764.076490
  nChanged 14
		SP:Iteration 44Q (91719.470000 sec): 3 clusters
  Score: Raw -281346.709689 + Penalty 2570.941949 = -278775.767740
  nChanged 22
		SP:Iteration 45Q (91719.520000 sec): 3 clusters
  Score: Raw -281360.098599 + Penalty 2570.941949 = -278789.156650
  nChanged 19
		SP:Iteration 46Q (91719.580000 sec): 3 clusters
  Score: Raw -281370.038352 + Penalty 2570.941949 = -278799.096403
  nChanged 10
		SP:Iteration 47Q (91719.630000 sec): 3 clusters
  Score: Raw -281376.691266 + Penalty 2570.941949 = -278805.749317
  nChanged 14
		SP:Iteration 48Q (91719.680000 sec): 3 clusters
  Score: Raw -281385.319443 + Penalty 2570.941949 = -278814.377494
  nChanged 14
		SP:Iteration 49Q (91719.730000 sec): 3 clusters
  Score: Raw -281395.389151 + Penalty 2570.941949 = -278824.447202
  nChanged 17
		SP:Iteration 50Q (91719.780000 sec): 3 clusters
  Score: Raw -281406.939651 + Penalty 2570.941949 = -278835.997702
  nChanged 14
		SP:Iteration 51Q (91719.830000 sec): 3 clusters
  Score: Raw -281415.835165 + Penalty 2570.941949 = -278844.893216
  nChanged 15
		SP:Iteration 52Q (91719.880000 sec): 3 clusters
  Score: Raw -281425.050278 + Penalty 2570.941949 = -278854.108329
  nChanged 9
		SP:Iteration 53Q (91719.930000 sec): 3 clusters
  Score: Raw -281429.565551 + Penalty 2570.941949 = -278858.623602
  nChanged 11
		SP:Iteration 54Q (91719.980000 sec): 3 clusters
  Score: Raw -281437.868176 + Penalty 2570.941949 = -278866.926227
  nChanged 10
		SP:Iteration 55Q (91720.040000 sec): 3 clusters
  Score: Raw -281444.005988 + Penalty 2570.941949 = -278873.064039
  nChanged 8
		SP:Iteration 56Q (91720.090000 sec): 3 clusters
  Score: Raw -281449.396102 + Penalty 2570.941949 = -278878.454153
  nChanged 3
		SP:Iteration 57Q (91720.140000 sec): 3 clusters
  Score: Raw -281450.397576 + Penalty 2570.941949 = -278879.455627
  nChanged 0
		SP:Iteration 58F (91720.190000 sec): 3 clusters
  Score: Raw -281450.397576 + Penalty 2570.941949 = -278879.455627
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (8075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91720.330000 sec): 2 clusters
  Score: Raw -858182.897164 + Penalty 1461.935824 = -856720.961340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91720.480000 sec): 3 clusters
  Score: Raw -853757.932540 + Penalty 2923.871648 = -850834.060892
  nChanged 3377
		SP:Iteration 1F (91720.610000 sec): 3 clusters
  Score: Raw -855462.298067 + Penalty 2923.871648 = -852538.426419
  nChanged 472
		SP:Iteration 2F (91720.740000 sec): 3 clusters
  Score: Raw -855663.922511 + Penalty 2923.871648 = -852740.050863
  nChanged 382
		SP:Iteration 3Q (91720.880000 sec): 3 clusters
  Score: Raw -855823.183435 + Penalty 2923.871648 = -852899.311787
  nChanged 308
		SP:Iteration 4Q (91721.010000 sec): 3 clusters
  Score: Raw -855918.181711 + Penalty 2923.871648 = -852994.310063
  nChanged 247
		SP:Iteration 5Q (91721.160000 sec): 3 clusters
  Score: Raw -855992.948082 + Penalty 2923.871648 = -853069.076434
  nChanged 234
		SP:Iteration 6Q (91721.300000 sec): 3 clusters
  Score: Raw -856073.753740 + Penalty 2923.871648 = -853149.882092
  nChanged 235
		SP:Iteration 7Q (91721.450000 sec): 3 clusters
  Score: Raw -856152.582969 + Penalty 2923.871648 = -853228.711321
  nChanged 214
		SP:Iteration 8Q (91721.590000 sec): 3 clusters
  Score: Raw -856226.854813 + Penalty 2923.871648 = -853302.983165
  nChanged 231
		SP:Iteration 9Q (91721.730000 sec): 3 clusters
  Score: Raw -856303.426382 + Penalty 2923.871648 = -853379.554734
  nChanged 218
		SP:Iteration 10Q (91721.860000 sec): 3 clusters
  Score: Raw -856374.701413 + Penalty 2923.871648 = -853450.829765
  nChanged 189
		SP:Iteration 11Q (91722.000000 sec): 3 clusters
  Score: Raw -856432.475652 + Penalty 2923.871648 = -853508.604004
  nChanged 178
		SP:Iteration 12Q (91722.150000 sec): 3 clusters
  Score: Raw -856494.610746 + Penalty 2923.871648 = -853570.739098
  nChanged 192
		SP:Iteration 13Q (91722.290000 sec): 3 clusters
  Score: Raw -856570.688877 + Penalty 2923.871648 = -853646.817229
  nChanged 210
		SP:Iteration 14Q (91722.440000 sec): 3 clusters
  Score: Raw -856657.154919 + Penalty 2923.871648 = -853733.283271
  nChanged 213
		SP:Iteration 15Q (91722.580000 sec): 3 clusters
  Score: Raw -856747.678162 + Penalty 2923.871648 = -853823.806514
  nChanged 222
		SP:Iteration 16Q (91722.720000 sec): 3 clusters
  Score: Raw -856843.553391 + Penalty 2923.871648 = -853919.681743
  nChanged 218
		SP:Iteration 17Q (91722.850000 sec): 3 clusters
  Score: Raw -856941.319657 + Penalty 2923.871648 = -854017.448009
  nChanged 225
		SP:Iteration 18Q (91723.000000 sec): 3 clusters
  Score: Raw -857059.532331 + Penalty 2923.871648 = -854135.660683
  nChanged 230
		SP:Iteration 19Q (91723.140000 sec): 3 clusters
  Score: Raw -857193.605389 + Penalty 2923.871648 = -854269.733741
  nChanged 229
		SP:Iteration 20F (91723.280000 sec): 3 clusters
  Score: Raw -857334.942448 + Penalty 2923.871648 = -854411.070800
  nChanged 211
		SP:Iteration 21Q (91723.430000 sec): 3 clusters
  Score: Raw -857466.350759 + Penalty 2923.871648 = -854542.479111
  nChanged 213
		SP:Iteration 22Q (91723.570000 sec): 3 clusters
  Score: Raw -857585.297145 + Penalty 2923.871648 = -854661.425497
  nChanged 172
		SP:Iteration 23Q (91723.700000 sec): 3 clusters
  Score: Raw -857675.228692 + Penalty 2923.871648 = -854751.357044
  nChanged 142
		SP:Iteration 24Q (91723.830000 sec): 3 clusters
  Score: Raw -857737.087568 + Penalty 2923.871648 = -854813.215920
  nChanged 109
		SP:Iteration 25Q (91723.970000 sec): 3 clusters
  Score: Raw -857779.569060 + Penalty 2923.871648 = -854855.697412
  nChanged 99
		SP:Iteration 26Q (91724.110000 sec): 3 clusters
  Score: Raw -857826.883044 + Penalty 2923.871648 = -854903.011395
  nChanged 94
		SP:Iteration 27Q (91724.250000 sec): 3 clusters
  Score: Raw -857866.600208 + Penalty 2923.871648 = -854942.728560
  nChanged 83
		SP:Iteration 28Q (91724.390000 sec): 3 clusters
  Score: Raw -857895.098948 + Penalty 2923.871648 = -854971.227299
  nChanged 66
		SP:Iteration 29Q (91724.520000 sec): 3 clusters
  Score: Raw -857917.280539 + Penalty 2923.871648 = -854993.408891
  nChanged 55
		SP:Iteration 30Q (91724.660000 sec): 3 clusters
  Score: Raw -857935.681552 + Penalty 2923.871648 = -855011.809904
  nChanged 48
		SP:Iteration 31Q (91724.790000 sec): 3 clusters
  Score: Raw -857951.582889 + Penalty 2923.871648 = -855027.711241
  nChanged 47
		SP:Iteration 32Q (91724.920000 sec): 3 clusters
  Score: Raw -857969.385586 + Penalty 2923.871648 = -855045.513938
  nChanged 51
		SP:Iteration 33Q (91725.050000 sec): 3 clusters
  Score: Raw -857987.357289 + Penalty 2923.871648 = -855063.485641
  nChanged 52
		SP:Iteration 34Q (91725.180000 sec): 3 clusters
  Score: Raw -858008.768327 + Penalty 2923.871648 = -855084.896679
  nChanged 51
		SP:Iteration 35Q (91725.320000 sec): 3 clusters
  Score: Raw -858025.797743 + Penalty 2923.871648 = -855101.926095
  nChanged 44
		SP:Iteration 36Q (91725.460000 sec): 3 clusters
  Score: Raw -858041.540044 + Penalty 2923.871648 = -855117.668395
  nChanged 36
		SP:Iteration 37Q (91725.590000 sec): 3 clusters
  Score: Raw -858056.309611 + Penalty 2923.871648 = -855132.437963
  nChanged 39
		SP:Iteration 38Q (91725.730000 sec): 3 clusters
  Score: Raw -858069.698255 + Penalty 2923.871648 = -855145.826607
  nChanged 29
		SP:Iteration 39Q (91725.860000 sec): 3 clusters
  Score: Raw -858080.495425 + Penalty 2923.871648 = -855156.623777
  nChanged 28
		SP:Iteration 40F (91726.000000 sec): 3 clusters
  Score: Raw -858091.688180 + Penalty 2923.871648 = -855167.816532
  nChanged 22
		SP:Iteration 41Q (91726.140000 sec): 3 clusters
  Score: Raw -858101.269019 + Penalty 2923.871648 = -855177.397370
  nChanged 28
		SP:Iteration 42Q (91726.270000 sec): 3 clusters
  Score: Raw -858113.772199 + Penalty 2923.871648 = -855189.900551
  nChanged 31
		SP:Iteration 43Q (91726.390000 sec): 3 clusters
  Score: Raw -858125.804074 + Penalty 2923.871648 = -855201.932426
  nChanged 27
		SP:Iteration 44Q (91726.520000 sec): 3 clusters
  Score: Raw -858134.508249 + Penalty 2923.871648 = -855210.636601
  nChanged 21
		SP:Iteration 45Q (91726.650000 sec): 3 clusters
  Score: Raw -858141.336905 + Penalty 2923.871648 = -855217.465257
  nChanged 19
		SP:Iteration 46Q (91726.780000 sec): 3 clusters
  Score: Raw -858147.075430 + Penalty 2923.871648 = -855223.203781
  nChanged 16
		SP:Iteration 47Q (91726.920000 sec): 3 clusters
  Score: Raw -858153.186206 + Penalty 2923.871648 = -855229.314558
  nChanged 11
		SP:Iteration 48Q (91727.050000 sec): 3 clusters
  Score: Raw -858157.545439 + Penalty 2923.871648 = -855233.673791
  nChanged 15
		SP:Iteration 49Q (91727.180000 sec): 3 clusters
  Score: Raw -858163.596995 + Penalty 2923.871648 = -855239.725347
  nChanged 10
		SP:Iteration 50Q (91727.320000 sec): 3 clusters
  Score: Raw -858167.851181 + Penalty 2923.871648 = -855243.979533
  nChanged 9
		SP:Iteration 51Q (91727.450000 sec): 3 clusters
  Score: Raw -858170.475522 + Penalty 2923.871648 = -855246.603874
  nChanged 8
		SP:Iteration 52Q (91727.590000 sec): 3 clusters
  Score: Raw -858173.573520 + Penalty 2923.871648 = -855249.701872
  nChanged 9
		SP:Iteration 53Q (91727.720000 sec): 3 clusters
  Score: Raw -858175.627102 + Penalty 2923.871648 = -855251.755454
  nChanged 9
		SP:Iteration 54Q (91727.840000 sec): 3 clusters
  Score: Raw -858177.139355 + Penalty 2923.871648 = -855253.267707
  nChanged 6
		SP:Iteration 55Q (91727.970000 sec): 3 clusters
  Score: Raw -858179.588992 + Penalty 2923.871648 = -855255.717344
  nChanged 9
		SP:Iteration 56Q (91728.090000 sec): 3 clusters
  Score: Raw -858182.434284 + Penalty 2923.871648 = -855258.562636
  nChanged 6
		SP:Iteration 57Q (91728.220000 sec): 3 clusters
  Score: Raw -858184.347711 + Penalty 2923.871648 = -855260.476063
  nChanged 6
		SP:Iteration 58Q (91728.360000 sec): 3 clusters
  Score: Raw -858186.493135 + Penalty 2923.871648 = -855262.621486
  nChanged 5
		SP:Iteration 59Q (91728.490000 sec): 3 clusters
  Score: Raw -858187.797390 + Penalty 2923.871648 = -855263.925742
  nChanged 5
		SP:Iteration 60F (91728.640000 sec): 3 clusters
  Score: Raw -858190.584697 + Penalty 2923.871648 = -855266.713049
  nChanged 9
		SP:Iteration 61Q (91728.770000 sec): 3 clusters
  Score: Raw -858193.751965 + Penalty 2923.871648 = -855269.880317
  nChanged 9
		SP:Iteration 62Q (91728.900000 sec): 3 clusters
  Score: Raw -858196.895828 + Penalty 2923.871648 = -855273.024180
  nChanged 9
		SP:Iteration 63Q (91729.040000 sec): 3 clusters
  Score: Raw -858199.440606 + Penalty 2923.871648 = -855275.568958
  nChanged 8
		SP:Iteration 64Q (91729.170000 sec): 3 clusters
  Score: Raw -858202.583137 + Penalty 2923.871648 = -855278.711489
  nChanged 11
		SP:Iteration 65Q (91729.300000 sec): 3 clusters
  Score: Raw -858206.840798 + Penalty 2923.871648 = -855282.969150
  nChanged 7
		SP:Iteration 66Q (91729.430000 sec): 3 clusters
  Score: Raw -858209.176482 + Penalty 2923.871648 = -855285.304833
  nChanged 7
		SP:Iteration 67Q (91729.550000 sec): 3 clusters
  Score: Raw -858211.119683 + Penalty 2923.871648 = -855287.248035
  nChanged 5
		SP:Iteration 68Q (91729.680000 sec): 3 clusters
  Score: Raw -858212.501057 + Penalty 2923.871648 = -855288.629409
  nChanged 7
		SP:Iteration 69Q (91729.810000 sec): 3 clusters
  Score: Raw -858214.748466 + Penalty 2923.871648 = -855290.876818
  nChanged 9
		SP:Iteration 70Q (91729.940000 sec): 3 clusters
  Score: Raw -858217.839764 + Penalty 2923.871648 = -855293.968116
  nChanged 12
		SP:Iteration 71Q (91730.080000 sec): 3 clusters
  Score: Raw -858222.296697 + Penalty 2923.871648 = -855298.425049
  nChanged 11
		SP:Iteration 72Q (91730.210000 sec): 3 clusters
  Score: Raw -858226.623469 + Penalty 2923.871648 = -855302.751821
  nChanged 8
		SP:Iteration 73Q (91730.340000 sec): 3 clusters
  Score: Raw -858228.661324 + Penalty 2923.871648 = -855304.789676
  nChanged 4
		SP:Iteration 74Q (91730.480000 sec): 3 clusters
  Score: Raw -858229.968368 + Penalty 2923.871648 = -855306.096719
  nChanged 5
		SP:Iteration 75Q (91730.610000 sec): 3 clusters
  Score: Raw -858231.819908 + Penalty 2923.871648 = -855307.948260
  nChanged 4
		SP:Iteration 76Q (91730.740000 sec): 3 clusters
  Score: Raw -858232.987738 + Penalty 2923.871648 = -855309.116090
  nChanged 3
		SP:Iteration 77Q (91730.880000 sec): 3 clusters
  Score: Raw -858234.362026 + Penalty 2923.871648 = -855310.490378
  nChanged 4
		SP:Iteration 78Q (91731.010000 sec): 3 clusters
  Score: Raw -858235.266047 + Penalty 2923.871648 = -855311.394399
  nChanged 2
		SP:Iteration 79Q (91731.140000 sec): 3 clusters
  Score: Raw -858235.731172 + Penalty 2923.871648 = -855311.859524
  nChanged 3
		SP:Iteration 80F (91731.270000 sec): 3 clusters
  Score: Raw -858236.531611 + Penalty 2923.871648 = -855312.659963
  nChanged 5
		SP:Iteration 81Q (91731.400000 sec): 3 clusters
  Score: Raw -858237.953781 + Penalty 2923.871648 = -855314.082133
  nChanged 6
		SP:Iteration 82Q (91731.510000 sec): 3 clusters
  Score: Raw -858239.978610 + Penalty 2923.871648 = -855316.106962
  nChanged 5
		SP:Iteration 83Q (91731.640000 sec): 3 clusters
  Score: Raw -858241.752521 + Penalty 2923.871648 = -855317.880873
  nChanged 4
		SP:Iteration 84Q (91731.780000 sec): 3 clusters
  Score: Raw -858243.405345 + Penalty 2923.871648 = -855319.533697
  nChanged 3
		SP:Iteration 85Q (91731.910000 sec): 3 clusters
  Score: Raw -858244.040199 + Penalty 2923.871648 = -855320.168551
  nChanged 0
		SP:Iteration 86F (91732.050000 sec): 3 clusters
  Score: Raw -858244.040199 + Penalty 2923.871648 = -855320.168551
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91732.120000 sec): 2 clusters
  Score: Raw -142074.325490 + Penalty 1200.502751 = -140873.822738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91732.160000 sec): 3 clusters
  Score: Raw -141470.227523 + Penalty 2401.005503 = -139069.222021
  nChanged 563
		SP:Iteration 1F (91732.190000 sec): 3 clusters
  Score: Raw -142052.082305 + Penalty 2401.005503 = -139651.076802
  nChanged 169
		SP:Iteration 2F (91732.220000 sec): 3 clusters
  Score: Raw -142281.125452 + Penalty 2401.005503 = -139880.119950
  nChanged 100
		SP:Iteration 3F (91732.260000 sec): 3 clusters
  Score: Raw -142376.609277 + Penalty 2401.005503 = -139975.603775
  nChanged 66
		SP:Iteration 4Q (91732.290000 sec): 3 clusters
  Score: Raw -142432.424888 + Penalty 2401.005503 = -140031.419386
  nChanged 51
		SP:Iteration 5Q (91732.320000 sec): 3 clusters
  Score: Raw -142476.330491 + Penalty 2401.005503 = -140075.324988
  nChanged 33
		SP:Iteration 6Q (91732.350000 sec): 3 clusters
  Score: Raw -142505.429114 + Penalty 2401.005503 = -140104.423611
  nChanged 25
		SP:Iteration 7Q (91732.380000 sec): 3 clusters
  Score: Raw -142526.401632 + Penalty 2401.005503 = -140125.396129
  nChanged 21
		SP:Iteration 8Q (91732.420000 sec): 3 clusters
  Score: Raw -142543.412274 + Penalty 2401.005503 = -140142.406771
  nChanged 12
		SP:Iteration 9Q (91732.450000 sec): 3 clusters
  Score: Raw -142550.534741 + Penalty 2401.005503 = -140149.529238
  nChanged 11
		SP:Iteration 10Q (91732.480000 sec): 3 clusters
  Score: Raw -142558.442201 + Penalty 2401.005503 = -140157.436698
  nChanged 6
		SP:Iteration 11Q (91732.510000 sec): 3 clusters
  Score: Raw -142561.868847 + Penalty 2401.005503 = -140160.863344
  nChanged 3
		SP:Iteration 12Q (91732.540000 sec): 3 clusters
  Score: Raw -142565.338383 + Penalty 2401.005503 = -140164.332880
  nChanged 5
		SP:Iteration 13Q (91732.570000 sec): 3 clusters
  Score: Raw -142571.651110 + Penalty 2401.005503 = -140170.645607
  nChanged 4
		SP:Iteration 14Q (91732.600000 sec): 3 clusters
  Score: Raw -142575.981263 + Penalty 2401.005503 = -140174.975760
  nChanged 3
		SP:Iteration 15Q (91732.630000 sec): 3 clusters
  Score: Raw -142578.137720 + Penalty 2401.005503 = -140177.132218
  nChanged 4
		SP:Iteration 16Q (91732.660000 sec): 3 clusters
  Score: Raw -142579.819704 + Penalty 2401.005503 = -140178.814202
  nChanged 5
		SP:Iteration 17Q (91732.700000 sec): 3 clusters
  Score: Raw -142582.892614 + Penalty 2401.005503 = -140181.887111
  nChanged 8
		SP:Iteration 18Q (91732.720000 sec): 3 clusters
  Score: Raw -142588.812891 + Penalty 2401.005503 = -140187.807388
  nChanged 3
		SP:Iteration 19Q (91732.760000 sec): 3 clusters
  Score: Raw -142590.702284 + Penalty 2401.005503 = -140189.696781
  nChanged 3
		SP:Iteration 20F (91732.790000 sec): 3 clusters
  Score: Raw -142592.908473 + Penalty 2401.005503 = -140191.902970
  nChanged 5
		SP:Iteration 21Q (91732.820000 sec): 3 clusters
  Score: Raw -142596.028031 + Penalty 2401.005503 = -140195.022528
  nChanged 2
		SP:Iteration 22Q (91732.850000 sec): 3 clusters
  Score: Raw -142596.776298 + Penalty 2401.005503 = -140195.770795
  nChanged 1
		SP:Iteration 23Q (91732.880000 sec): 3 clusters
  Score: Raw -142597.225786 + Penalty 2401.005503 = -140196.220283
  nChanged 0
		SP:Iteration 24F (91732.910000 sec): 3 clusters
  Score: Raw -142597.225786 + Penalty 2401.005503 = -140196.220283
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91732.980000 sec): 2 clusters
  Score: Raw -197659.604424 + Penalty 1230.698830 = -196428.905594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91733.020000 sec): 3 clusters
  Score: Raw -196830.822526 + Penalty 2461.397660 = -194369.424866
  nChanged 708
		SP:Iteration 1F (91733.050000 sec): 3 clusters
  Score: Raw -197274.007340 + Penalty 2461.397660 = -194812.609679
  nChanged 135
		SP:Iteration 2F (91733.090000 sec): 3 clusters
  Score: Raw -197374.597546 + Penalty 2461.397660 = -194913.199885
  nChanged 106
		SP:Iteration 3F (91733.130000 sec): 3 clusters
  Score: Raw -197448.938859 + Penalty 2461.397660 = -194987.541198
  nChanged 83
		SP:Iteration 4Q (91733.160000 sec): 3 clusters
  Score: Raw -197504.386825 + Penalty 2461.397660 = -195042.989165
  nChanged 52
		SP:Iteration 5Q (91733.200000 sec): 3 clusters
  Score: Raw -197533.468995 + Penalty 2461.397660 = -195072.071335
  nChanged 42
		SP:Iteration 6Q (91733.240000 sec): 3 clusters
  Score: Raw -197562.633421 + Penalty 2461.397660 = -195101.235760
  nChanged 42
		SP:Iteration 7Q (91733.280000 sec): 3 clusters
  Score: Raw -197586.970445 + Penalty 2461.397660 = -195125.572785
  nChanged 29
		SP:Iteration 8Q (91733.320000 sec): 3 clusters
  Score: Raw -197607.676133 + Penalty 2461.397660 = -195146.278473
  nChanged 26
		SP:Iteration 9Q (91733.360000 sec): 3 clusters
  Score: Raw -197625.159208 + Penalty 2461.397660 = -195163.761548
  nChanged 20
		SP:Iteration 10Q (91733.390000 sec): 3 clusters
  Score: Raw -197637.099416 + Penalty 2461.397660 = -195175.701756
  nChanged 16
		SP:Iteration 11Q (91733.430000 sec): 3 clusters
  Score: Raw -197646.588490 + Penalty 2461.397660 = -195185.190830
  nChanged 13
		SP:Iteration 12Q (91733.470000 sec): 3 clusters
  Score: Raw -197653.759358 + Penalty 2461.397660 = -195192.361698
  nChanged 12
		SP:Iteration 13Q (91733.510000 sec): 3 clusters
  Score: Raw -197662.143629 + Penalty 2461.397660 = -195200.745968
  nChanged 14
		SP:Iteration 14Q (91733.540000 sec): 3 clusters
  Score: Raw -197669.561763 + Penalty 2461.397660 = -195208.164103
  nChanged 16
		SP:Iteration 15Q (91733.580000 sec): 3 clusters
  Score: Raw -197677.395652 + Penalty 2461.397660 = -195215.997992
  nChanged 11
		SP:Iteration 16Q (91733.620000 sec): 3 clusters
  Score: Raw -197683.073462 + Penalty 2461.397660 = -195221.675802
  nChanged 12
		SP:Iteration 17Q (91733.660000 sec): 3 clusters
  Score: Raw -197689.737294 + Penalty 2461.397660 = -195228.339633
  nChanged 10
		SP:Iteration 18Q (91733.700000 sec): 3 clusters
  Score: Raw -197695.855656 + Penalty 2461.397660 = -195234.457996
  nChanged 6
		SP:Iteration 19Q (91733.740000 sec): 3 clusters
  Score: Raw -197699.146415 + Penalty 2461.397660 = -195237.748755
  nChanged 8
		SP:Iteration 20F (91733.770000 sec): 3 clusters
  Score: Raw -197704.169521 + Penalty 2461.397660 = -195242.771860
  nChanged 4
		SP:Iteration 21Q (91733.810000 sec): 3 clusters
  Score: Raw -197708.045464 + Penalty 2461.397660 = -195246.647803
  nChanged 9
		SP:Iteration 22Q (91733.850000 sec): 3 clusters
  Score: Raw -197712.742033 + Penalty 2461.397660 = -195251.344373
  nChanged 5
		SP:Iteration 23Q (91733.880000 sec): 3 clusters
  Score: Raw -197715.857969 + Penalty 2461.397660 = -195254.460309
  nChanged 3
		SP:Iteration 24Q (91733.920000 sec): 3 clusters
  Score: Raw -197717.454306 + Penalty 2461.397660 = -195256.056646
  nChanged 5
		SP:Iteration 25Q (91733.960000 sec): 3 clusters
  Score: Raw -197721.176481 + Penalty 2461.397660 = -195259.778821
  nChanged 8
		SP:Iteration 26Q (91734.000000 sec): 3 clusters
  Score: Raw -197725.907568 + Penalty 2461.397660 = -195264.509908
  nChanged 7
		SP:Iteration 27Q (91734.040000 sec): 3 clusters
  Score: Raw -197729.974629 + Penalty 2461.397660 = -195268.576968
  nChanged 7
		SP:Iteration 28Q (91734.080000 sec): 3 clusters
  Score: Raw -197733.251474 + Penalty 2461.397660 = -195271.853813
  nChanged 8
		SP:Iteration 29Q (91734.110000 sec): 3 clusters
  Score: Raw -197738.007736 + Penalty 2461.397660 = -195276.610075
  nChanged 8
		SP:Iteration 30Q (91734.150000 sec): 3 clusters
  Score: Raw -197741.556650 + Penalty 2461.397660 = -195280.158989
  nChanged 7
		SP:Iteration 31Q (91734.190000 sec): 3 clusters
  Score: Raw -197746.161909 + Penalty 2461.397660 = -195284.764248
  nChanged 7
		SP:Iteration 32Q (91734.220000 sec): 3 clusters
  Score: Raw -197751.353722 + Penalty 2461.397660 = -195289.956062
  nChanged 12
		SP:Iteration 33Q (91734.260000 sec): 3 clusters
  Score: Raw -197760.603920 + Penalty 2461.397660 = -195299.206259
  nChanged 13
		SP:Iteration 34Q (91734.300000 sec): 3 clusters
  Score: Raw -197770.069428 + Penalty 2461.397660 = -195308.671768
  nChanged 12
		SP:Iteration 35Q (91734.340000 sec): 3 clusters
  Score: Raw -197779.309380 + Penalty 2461.397660 = -195317.911720
  nChanged 16
		SP:Iteration 36Q (91734.380000 sec): 3 clusters
  Score: Raw -197790.649199 + Penalty 2461.397660 = -195329.251538
  nChanged 13
		SP:Iteration 37Q (91734.410000 sec): 3 clusters
  Score: Raw -197797.968350 + Penalty 2461.397660 = -195336.570690
  nChanged 11
		SP:Iteration 38Q (91734.450000 sec): 3 clusters
  Score: Raw -197807.533345 + Penalty 2461.397660 = -195346.135684
  nChanged 13
		SP:Iteration 39Q (91734.490000 sec): 3 clusters
  Score: Raw -197818.171763 + Penalty 2461.397660 = -195356.774102
  nChanged 18
		SP:Iteration 40F (91734.520000 sec): 3 clusters
  Score: Raw -197831.219241 + Penalty 2461.397660 = -195369.821581
  nChanged 19
		SP:Iteration 41Q (91734.560000 sec): 3 clusters
  Score: Raw -197848.836573 + Penalty 2461.397660 = -195387.438913
  nChanged 15
		SP:Iteration 42Q (91734.600000 sec): 3 clusters
  Score: Raw -197862.038468 + Penalty 2461.397660 = -195400.640807
  nChanged 16
		SP:Iteration 43Q (91734.640000 sec): 3 clusters
  Score: Raw -197876.825971 + Penalty 2461.397660 = -195415.428311
  nChanged 22
		SP:Iteration 44Q (91734.680000 sec): 3 clusters
  Score: Raw -197900.256004 + Penalty 2461.397660 = -195438.858344
  nChanged 26
		SP:Iteration 45Q (91734.710000 sec): 3 clusters
  Score: Raw -197930.564625 + Penalty 2461.397660 = -195469.166964
  nChanged 31
		SP:Iteration 46Q (91734.750000 sec): 3 clusters
  Score: Raw -197966.784407 + Penalty 2461.397660 = -195505.386747
  nChanged 34
		SP:Iteration 47Q (91734.780000 sec): 3 clusters
  Score: Raw -198024.486562 + Penalty 2461.397660 = -195563.088901
  nChanged 44
		SP:Iteration 48Q (91734.820000 sec): 3 clusters
  Score: Raw -198078.107104 + Penalty 2461.397660 = -195616.709444
  nChanged 34
		SP:Iteration 49Q (91734.860000 sec): 3 clusters
  Score: Raw -198125.939322 + Penalty 2461.397660 = -195664.541662
  nChanged 32
		SP:Iteration 50Q (91734.890000 sec): 3 clusters
  Score: Raw -198166.208692 + Penalty 2461.397660 = -195704.811031
  nChanged 23
		SP:Iteration 51Q (91734.930000 sec): 3 clusters
  Score: Raw -198193.951781 + Penalty 2461.397660 = -195732.554121
  nChanged 17
		SP:Iteration 52Q (91734.960000 sec): 3 clusters
  Score: Raw -198210.445401 + Penalty 2461.397660 = -195749.047741
  nChanged 16
		SP:Iteration 53Q (91735.000000 sec): 3 clusters
  Score: Raw -198229.776747 + Penalty 2461.397660 = -195768.379087
  nChanged 15
		SP:Iteration 54Q (91735.030000 sec): 3 clusters
  Score: Raw -198242.402656 + Penalty 2461.397660 = -195781.004995
  nChanged 7
		SP:Iteration 55Q (91735.070000 sec): 3 clusters
  Score: Raw -198249.100759 + Penalty 2461.397660 = -195787.703099
  nChanged 10
		SP:Iteration 56Q (91735.100000 sec): 3 clusters
  Score: Raw -198259.463500 + Penalty 2461.397660 = -195798.065839
  nChanged 8
		SP:Iteration 57Q (91735.140000 sec): 3 clusters
  Score: Raw -198266.695569 + Penalty 2461.397660 = -195805.297908
  nChanged 2
		SP:Iteration 58Q (91735.170000 sec): 3 clusters
  Score: Raw -198267.661212 + Penalty 2461.397660 = -195806.263552
  nChanged 1
		SP:Iteration 59Q (91735.210000 sec): 3 clusters
  Score: Raw -198267.990024 + Penalty 2461.397660 = -195806.592363
  nChanged 0
		SP:Iteration 60F (91735.240000 sec): 3 clusters
  Score: Raw -198267.990024 + Penalty 2461.397660 = -195806.592363
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91735.330000 sec): 2 clusters
  Score: Raw -378220.053611 + Penalty 1344.624441 = -376875.429170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91735.410000 sec): 3 clusters
  Score: Raw -376284.265980 + Penalty 2689.248883 = -373595.017098
  nChanged 1476
		SP:Iteration 1F (91735.490000 sec): 3 clusters
  Score: Raw -377057.383919 + Penalty 2689.248883 = -374368.135036
  nChanged 297
		SP:Iteration 2F (91735.570000 sec): 3 clusters
  Score: Raw -377246.273744 + Penalty 2689.248883 = -374557.024862
  nChanged 260
		SP:Iteration 3F (91735.640000 sec): 3 clusters
  Score: Raw -377438.362625 + Penalty 2689.248883 = -374749.113742
  nChanged 243
		SP:Iteration 4F (91735.720000 sec): 3 clusters
  Score: Raw -377634.035594 + Penalty 2689.248883 = -374944.786711
  nChanged 219
		SP:Iteration 5F (91735.790000 sec): 3 clusters
  Score: Raw -377823.341427 + Penalty 2689.248883 = -375134.092544
  nChanged 216
		SP:Iteration 6F (91735.870000 sec): 3 clusters
  Score: Raw -378017.960828 + Penalty 2689.248883 = -375328.711946
  nChanged 188
		SP:Iteration 7Q (91735.940000 sec): 3 clusters
  Score: Raw -378182.574421 + Penalty 2689.248883 = -375493.325539
  nChanged 145
		SP:Iteration 8Q (91736.020000 sec): 3 clusters
  Score: Raw -378297.078901 + Penalty 2689.248883 = -375607.830019
  nChanged 115
		SP:Iteration 9Q (91736.090000 sec): 3 clusters
  Score: Raw -378398.911500 + Penalty 2689.248883 = -375709.662617
  nChanged 116
		SP:Iteration 10Q (91736.170000 sec): 3 clusters
  Score: Raw -378485.147942 + Penalty 2689.248883 = -375795.899060
  nChanged 89
		SP:Iteration 11Q (91736.250000 sec): 3 clusters
  Score: Raw -378533.058962 + Penalty 2689.248883 = -375843.810079
  nChanged 56
		SP:Iteration 12Q (91736.320000 sec): 3 clusters
  Score: Raw -378559.557856 + Penalty 2689.248883 = -375870.308973
  nChanged 47
		SP:Iteration 13Q (91736.400000 sec): 3 clusters
  Score: Raw -378579.250966 + Penalty 2689.248883 = -375890.002083
  nChanged 36
		SP:Iteration 14Q (91736.470000 sec): 3 clusters
  Score: Raw -378594.727578 + Penalty 2689.248883 = -375905.478695
  nChanged 40
		SP:Iteration 15Q (91736.550000 sec): 3 clusters
  Score: Raw -378610.003541 + Penalty 2689.248883 = -375920.754659
  nChanged 29
		SP:Iteration 16Q (91736.630000 sec): 3 clusters
  Score: Raw -378621.635039 + Penalty 2689.248883 = -375932.386156
  nChanged 25
		SP:Iteration 17Q (91736.700000 sec): 3 clusters
  Score: Raw -378630.726882 + Penalty 2689.248883 = -375941.477999
  nChanged 27
		SP:Iteration 18Q (91736.780000 sec): 3 clusters
  Score: Raw -378641.592221 + Penalty 2689.248883 = -375952.343338
  nChanged 26
		SP:Iteration 19Q (91736.850000 sec): 3 clusters
  Score: Raw -378651.149630 + Penalty 2689.248883 = -375961.900748
  nChanged 21
		SP:Iteration 20F (91736.930000 sec): 3 clusters
  Score: Raw -378657.432232 + Penalty 2689.248883 = -375968.183349
  nChanged 19
		SP:Iteration 21Q (91737.000000 sec): 3 clusters
  Score: Raw -378663.395917 + Penalty 2689.248883 = -375974.147035
  nChanged 15
		SP:Iteration 22Q (91737.080000 sec): 3 clusters
  Score: Raw -378669.616845 + Penalty 2689.248883 = -375980.367962
  nChanged 17
		SP:Iteration 23Q (91737.150000 sec): 3 clusters
  Score: Raw -378675.426147 + Penalty 2689.248883 = -375986.177265
  nChanged 19
		SP:Iteration 24Q (91737.230000 sec): 3 clusters
  Score: Raw -378680.457571 + Penalty 2689.248883 = -375991.208688
  nChanged 15
		SP:Iteration 25Q (91737.310000 sec): 3 clusters
  Score: Raw -378684.254665 + Penalty 2689.248883 = -375995.005782
  nChanged 15
		SP:Iteration 26Q (91737.380000 sec): 3 clusters
  Score: Raw -378688.580998 + Penalty 2689.248883 = -375999.332115
  nChanged 16
		SP:Iteration 27Q (91737.450000 sec): 3 clusters
  Score: Raw -378692.916046 + Penalty 2689.248883 = -376003.667164
  nChanged 10
		SP:Iteration 28Q (91737.530000 sec): 3 clusters
  Score: Raw -378696.531152 + Penalty 2689.248883 = -376007.282270
  nChanged 14
		SP:Iteration 29Q (91737.610000 sec): 3 clusters
  Score: Raw -378701.207112 + Penalty 2689.248883 = -376011.958229
  nChanged 9
		SP:Iteration 30Q (91737.680000 sec): 3 clusters
  Score: Raw -378703.770230 + Penalty 2689.248883 = -376014.521348
  nChanged 8
		SP:Iteration 31Q (91737.750000 sec): 3 clusters
  Score: Raw -378705.490874 + Penalty 2689.248883 = -376016.241992
  nChanged 3
		SP:Iteration 32Q (91737.830000 sec): 3 clusters
  Score: Raw -378706.276858 + Penalty 2689.248883 = -376017.027976
  nChanged 2
		SP:Iteration 33Q (91737.910000 sec): 3 clusters
  Score: Raw -378706.710429 + Penalty 2689.248883 = -376017.461547
  nChanged 3
		SP:Iteration 34Q (91737.980000 sec): 3 clusters
  Score: Raw -378707.365794 + Penalty 2689.248883 = -376018.116912
  nChanged 5
		SP:Iteration 35Q (91738.060000 sec): 3 clusters
  Score: Raw -378708.847684 + Penalty 2689.248883 = -376019.598801
  nChanged 3
		SP:Iteration 36Q (91738.130000 sec): 3 clusters
  Score: Raw -378709.615934 + Penalty 2689.248883 = -376020.367052
  nChanged 4
		SP:Iteration 37Q (91738.210000 sec): 3 clusters
  Score: Raw -378710.848553 + Penalty 2689.248883 = -376021.599671
  nChanged 7
		SP:Iteration 38Q (91738.280000 sec): 3 clusters
  Score: Raw -378713.935849 + Penalty 2689.248883 = -376024.686966
  nChanged 4
		SP:Iteration 39Q (91738.360000 sec): 3 clusters
  Score: Raw -378714.911769 + Penalty 2689.248883 = -376025.662886
  nChanged 5
		SP:Iteration 40F (91738.430000 sec): 3 clusters
  Score: Raw -378716.004898 + Penalty 2689.248883 = -376026.756016
  nChanged 6
		SP:Iteration 41Q (91738.510000 sec): 3 clusters
  Score: Raw -378717.681977 + Penalty 2689.248883 = -376028.433095
  nChanged 6
		SP:Iteration 42Q (91738.580000 sec): 3 clusters
  Score: Raw -378719.011058 + Penalty 2689.248883 = -376029.762175
  nChanged 7
		SP:Iteration 43Q (91738.650000 sec): 3 clusters
  Score: Raw -378721.375651 + Penalty 2689.248883 = -376032.126768
  nChanged 5
		SP:Iteration 44Q (91738.730000 sec): 3 clusters
  Score: Raw -378722.654033 + Penalty 2689.248883 = -376033.405150
  nChanged 7
		SP:Iteration 45Q (91738.810000 sec): 3 clusters
  Score: Raw -378724.841637 + Penalty 2689.248883 = -376035.592755
  nChanged 7
		SP:Iteration 46Q (91738.880000 sec): 3 clusters
  Score: Raw -378727.029105 + Penalty 2689.248883 = -376037.780223
  nChanged 7
		SP:Iteration 47Q (91738.950000 sec): 3 clusters
  Score: Raw -378729.649359 + Penalty 2689.248883 = -376040.400476
  nChanged 4
		SP:Iteration 48Q (91739.030000 sec): 3 clusters
  Score: Raw -378730.761830 + Penalty 2689.248883 = -376041.512948
  nChanged 4
		SP:Iteration 49Q (91739.110000 sec): 3 clusters
  Score: Raw -378731.505459 + Penalty 2689.248883 = -376042.256576
  nChanged 4
		SP:Iteration 50Q (91739.180000 sec): 3 clusters
  Score: Raw -378732.393198 + Penalty 2689.248883 = -376043.144315
  nChanged 0
		SP:Iteration 51F (91739.250000 sec): 3 clusters
  Score: Raw -378732.393198 + Penalty 2689.248883 = -376043.144315
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (11773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91739.380000 sec): 2 clusters
  Score: Raw -1127901.028725 + Penalty 1523.204159 = -1126377.824566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91739.590000 sec): 3 clusters
  Score: Raw -1121170.408222 + Penalty 3046.408317 = -1118123.999905
  nChanged 5239
		SP:Iteration 1F (91739.750000 sec): 3 clusters
  Score: Raw -1124384.138486 + Penalty 3046.408317 = -1121337.730169
  nChanged 932
		SP:Iteration 2F (91739.950000 sec): 3 clusters
  Score: Raw -1125189.064108 + Penalty 3046.408317 = -1122142.655791
  nChanged 1022
		SP:Iteration 3F (91740.120000 sec): 3 clusters
  Score: Raw -1126071.979359 + Penalty 3046.408317 = -1123025.571042
  nChanged 891
		SP:Iteration 4F (91740.310000 sec): 3 clusters
  Score: Raw -1126734.496308 + Penalty 3046.408317 = -1123688.087991
  nChanged 695
		SP:Iteration 5F (91740.490000 sec): 3 clusters
  Score: Raw -1127144.648870 + Penalty 3046.408317 = -1124098.240553
  nChanged 485
		SP:Iteration 6Q (91740.680000 sec): 3 clusters
  Score: Raw -1127392.051972 + Penalty 3046.408317 = -1124345.643655
  nChanged 398
		SP:Iteration 7Q (91740.860000 sec): 3 clusters
  Score: Raw -1127573.903582 + Penalty 3046.408317 = -1124527.495265
  nChanged 323
		SP:Iteration 8Q (91741.030000 sec): 3 clusters
  Score: Raw -1127703.529894 + Penalty 3046.408317 = -1124657.121576
  nChanged 261
		SP:Iteration 9Q (91741.210000 sec): 3 clusters
  Score: Raw -1127800.453286 + Penalty 3046.408317 = -1124754.044969
  nChanged 194
		SP:Iteration 10Q (91741.390000 sec): 3 clusters
  Score: Raw -1127867.969241 + Penalty 3046.408317 = -1124821.560924
  nChanged 156
		SP:Iteration 11Q (91741.570000 sec): 3 clusters
  Score: Raw -1127912.822604 + Penalty 3046.408317 = -1124866.414287
  nChanged 139
		SP:Iteration 12Q (91741.740000 sec): 3 clusters
  Score: Raw -1127944.414904 + Penalty 3046.408317 = -1124898.006587
  nChanged 93
		SP:Iteration 13Q (91741.930000 sec): 3 clusters
  Score: Raw -1127961.343372 + Penalty 3046.408317 = -1124914.935054
  nChanged 69
		SP:Iteration 14Q (91742.110000 sec): 3 clusters
  Score: Raw -1127973.079247 + Penalty 3046.408317 = -1124926.670930
  nChanged 60
		SP:Iteration 15Q (91742.300000 sec): 3 clusters
  Score: Raw -1127982.535932 + Penalty 3046.408317 = -1124936.127614
  nChanged 56
		SP:Iteration 16Q (91742.470000 sec): 3 clusters
  Score: Raw -1127992.065182 + Penalty 3046.408317 = -1124945.656865
  nChanged 60
		SP:Iteration 17Q (91742.640000 sec): 3 clusters
  Score: Raw -1128001.935502 + Penalty 3046.408317 = -1124955.527185
  nChanged 46
		SP:Iteration 18Q (91742.820000 sec): 3 clusters
  Score: Raw -1128008.897991 + Penalty 3046.408317 = -1124962.489674
  nChanged 52
		SP:Iteration 19Q (91743.000000 sec): 3 clusters
  Score: Raw -1128016.190600 + Penalty 3046.408317 = -1124969.782283
  nChanged 53
		SP:Iteration 20F (91743.180000 sec): 3 clusters
  Score: Raw -1128023.039874 + Penalty 3046.408317 = -1124976.631557
  nChanged 49
		SP:Iteration 21Q (91743.360000 sec): 3 clusters
  Score: Raw -1128029.698354 + Penalty 3046.408317 = -1124983.290036
  nChanged 49
		SP:Iteration 22Q (91743.530000 sec): 3 clusters
  Score: Raw -1128036.422917 + Penalty 3046.408317 = -1124990.014600
  nChanged 53
		SP:Iteration 23Q (91743.720000 sec): 3 clusters
  Score: Raw -1128042.605976 + Penalty 3046.408317 = -1124996.197659
  nChanged 40
		SP:Iteration 24Q (91743.890000 sec): 3 clusters
  Score: Raw -1128047.578832 + Penalty 3046.408317 = -1125001.170515
  nChanged 29
		SP:Iteration 25Q (91744.090000 sec): 3 clusters
  Score: Raw -1128050.586286 + Penalty 3046.408317 = -1125004.177969
  nChanged 24
		SP:Iteration 26Q (91744.270000 sec): 3 clusters
  Score: Raw -1128052.687321 + Penalty 3046.408317 = -1125006.279004
  nChanged 22
		SP:Iteration 27Q (91744.440000 sec): 3 clusters
  Score: Raw -1128054.906397 + Penalty 3046.408317 = -1125008.498079
  nChanged 20
		SP:Iteration 28Q (91744.650000 sec): 3 clusters
  Score: Raw -1128057.784501 + Penalty 3046.408317 = -1125011.376184
  nChanged 23
		SP:Iteration 29Q (91744.820000 sec): 3 clusters
  Score: Raw -1128061.022194 + Penalty 3046.408317 = -1125014.613877
  nChanged 17
		SP:Iteration 30Q (91745.000000 sec): 3 clusters
  Score: Raw -1128063.898869 + Penalty 3046.408317 = -1125017.490552
  nChanged 18
		SP:Iteration 31Q (91745.190000 sec): 3 clusters
  Score: Raw -1128067.046446 + Penalty 3046.408317 = -1125020.638129
  nChanged 18
		SP:Iteration 32Q (91745.360000 sec): 3 clusters
  Score: Raw -1128070.438391 + Penalty 3046.408317 = -1125024.030073
  nChanged 20
		SP:Iteration 33Q (91745.540000 sec): 3 clusters
  Score: Raw -1128072.907228 + Penalty 3046.408317 = -1125026.498911
  nChanged 19
		SP:Iteration 34Q (91745.720000 sec): 3 clusters
  Score: Raw -1128075.228668 + Penalty 3046.408317 = -1125028.820351
  nChanged 14
		SP:Iteration 35Q (91745.890000 sec): 3 clusters
  Score: Raw -1128077.010921 + Penalty 3046.408317 = -1125030.602604
  nChanged 13
		SP:Iteration 36Q (91746.070000 sec): 3 clusters
  Score: Raw -1128078.529400 + Penalty 3046.408317 = -1125032.121083
  nChanged 10
		SP:Iteration 37Q (91746.240000 sec): 3 clusters
  Score: Raw -1128079.632508 + Penalty 3046.408317 = -1125033.224191
  nChanged 5
		SP:Iteration 38Q (91746.420000 sec): 3 clusters
  Score: Raw -1128079.945846 + Penalty 3046.408317 = -1125033.537529
  nChanged 5
		SP:Iteration 39Q (91746.600000 sec): 3 clusters
  Score: Raw -1128080.503855 + Penalty 3046.408317 = -1125034.095538
  nChanged 10
		SP:Iteration 40F (91746.770000 sec): 3 clusters
  Score: Raw -1128081.367477 + Penalty 3046.408317 = -1125034.959159
  nChanged 11
		SP:Iteration 41Q (91746.960000 sec): 3 clusters
  Score: Raw -1128083.192816 + Penalty 3046.408317 = -1125036.784498
  nChanged 13
		SP:Iteration 42Q (91747.130000 sec): 3 clusters
  Score: Raw -1128084.449028 + Penalty 3046.408317 = -1125038.040711
  nChanged 11
		SP:Iteration 43Q (91747.320000 sec): 3 clusters
  Score: Raw -1128085.480588 + Penalty 3046.408317 = -1125039.072271
  nChanged 13
		SP:Iteration 44Q (91747.500000 sec): 3 clusters
  Score: Raw -1128086.847501 + Penalty 3046.408317 = -1125040.439184
  nChanged 16
		SP:Iteration 45Q (91747.670000 sec): 3 clusters
  Score: Raw -1128088.795703 + Penalty 3046.408317 = -1125042.387386
  nChanged 21
		SP:Iteration 46Q (91747.870000 sec): 3 clusters
  Score: Raw -1128090.935704 + Penalty 3046.408317 = -1125044.527386
  nChanged 28
		SP:Iteration 47Q (91748.040000 sec): 3 clusters
  Score: Raw -1128094.345347 + Penalty 3046.408317 = -1125047.937030
  nChanged 23
		SP:Iteration 48Q (91748.210000 sec): 3 clusters
  Score: Raw -1128097.342398 + Penalty 3046.408317 = -1125050.934081
  nChanged 27
		SP:Iteration 49Q (91748.400000 sec): 3 clusters
  Score: Raw -1128100.686317 + Penalty 3046.408317 = -1125054.278000
  nChanged 19
		SP:Iteration 50Q (91748.560000 sec): 3 clusters
  Score: Raw -1128102.788095 + Penalty 3046.408317 = -1125056.379778
  nChanged 18
		SP:Iteration 51Q (91748.740000 sec): 3 clusters
  Score: Raw -1128104.583192 + Penalty 3046.408317 = -1125058.174875
  nChanged 8
		SP:Iteration 52Q (91748.920000 sec): 3 clusters
  Score: Raw -1128105.642904 + Penalty 3046.408317 = -1125059.234587
  nChanged 13
		SP:Iteration 53Q (91749.120000 sec): 3 clusters
  Score: Raw -1128107.710285 + Penalty 3046.408317 = -1125061.301968
  nChanged 17
		SP:Iteration 54Q (91749.290000 sec): 3 clusters
  Score: Raw -1128110.685117 + Penalty 3046.408317 = -1125064.276799
  nChanged 23
		SP:Iteration 55Q (91749.470000 sec): 3 clusters
  Score: Raw -1128112.993429 + Penalty 3046.408317 = -1125066.585112
  nChanged 17
		SP:Iteration 56Q (91749.670000 sec): 3 clusters
  Score: Raw -1128114.912996 + Penalty 3046.408317 = -1125068.504678
  nChanged 16
		SP:Iteration 57Q (91749.840000 sec): 3 clusters
  Score: Raw -1128117.788376 + Penalty 3046.408317 = -1125071.380059
  nChanged 28
		SP:Iteration 58Q (91750.020000 sec): 3 clusters
  Score: Raw -1128123.339394 + Penalty 3046.408317 = -1125076.931077
  nChanged 36
		SP:Iteration 59Q (91750.210000 sec): 3 clusters
  Score: Raw -1128130.147680 + Penalty 3046.408317 = -1125083.739362
  nChanged 35
		SP:Iteration 60F (91750.380000 sec): 3 clusters
  Score: Raw -1128135.611916 + Penalty 3046.408317 = -1125089.203598
  nChanged 30
		SP:Iteration 61Q (91750.550000 sec): 3 clusters
  Score: Raw -1128140.551133 + Penalty 3046.408317 = -1125094.142816
  nChanged 38
		SP:Iteration 62Q (91750.740000 sec): 3 clusters
  Score: Raw -1128147.445063 + Penalty 3046.408317 = -1125101.036746
  nChanged 32
		SP:Iteration 63Q (91750.900000 sec): 3 clusters
  Score: Raw -1128152.047212 + Penalty 3046.408317 = -1125105.638895
  nChanged 22
		SP:Iteration 64Q (91751.080000 sec): 3 clusters
  Score: Raw -1128154.794675 + Penalty 3046.408317 = -1125108.386358
  nChanged 19
		SP:Iteration 65Q (91751.260000 sec): 3 clusters
  Score: Raw -1128157.530189 + Penalty 3046.408317 = -1125111.121871
  nChanged 13
		SP:Iteration 66Q (91751.460000 sec): 3 clusters
  Score: Raw -1128159.502612 + Penalty 3046.408317 = -1125113.094295
  nChanged 19
		SP:Iteration 67Q (91751.630000 sec): 3 clusters
  Score: Raw -1128161.848862 + Penalty 3046.408317 = -1125115.440545
  nChanged 22
		SP:Iteration 68Q (91751.800000 sec): 3 clusters
  Score: Raw -1128165.424227 + Penalty 3046.408317 = -1125119.015910
  nChanged 29
		SP:Iteration 69Q (91751.970000 sec): 3 clusters
  Score: Raw -1128169.770669 + Penalty 3046.408317 = -1125123.362352
  nChanged 24
		SP:Iteration 70Q (91752.140000 sec): 3 clusters
  Score: Raw -1128173.731366 + Penalty 3046.408317 = -1125127.323048
  nChanged 33
		SP:Iteration 71Q (91752.340000 sec): 3 clusters
  Score: Raw -1128180.143621 + Penalty 3046.408317 = -1125133.735304
  nChanged 45
		SP:Iteration 72Q (91752.520000 sec): 3 clusters
  Score: Raw -1128188.645219 + Penalty 3046.408317 = -1125142.236902
  nChanged 46
		SP:Iteration 73Q (91752.690000 sec): 3 clusters
  Score: Raw -1128198.749237 + Penalty 3046.408317 = -1125152.340920
  nChanged 49
		SP:Iteration 74Q (91752.880000 sec): 3 clusters
  Score: Raw -1128207.905804 + Penalty 3046.408317 = -1125161.497487
  nChanged 51
		SP:Iteration 75Q (91753.050000 sec): 3 clusters
  Score: Raw -1128215.465764 + Penalty 3046.408317 = -1125169.057447
  nChanged 38
		SP:Iteration 76Q (91753.220000 sec): 3 clusters
  Score: Raw -1128221.684129 + Penalty 3046.408317 = -1125175.275812
  nChanged 38
		SP:Iteration 77Q (91753.400000 sec): 3 clusters
  Score: Raw -1128230.175365 + Penalty 3046.408317 = -1125183.767048
  nChanged 41
		SP:Iteration 78Q (91753.570000 sec): 3 clusters
  Score: Raw -1128239.211350 + Penalty 3046.408317 = -1125192.803032
  nChanged 43
		SP:Iteration 79Q (91753.750000 sec): 3 clusters
  Score: Raw -1128250.087908 + Penalty 3046.408317 = -1125203.679591
  nChanged 47
		SP:Iteration 80F (91753.920000 sec): 3 clusters
  Score: Raw -1128261.732306 + Penalty 3046.408317 = -1125215.323989
  nChanged 38
		SP:Iteration 81Q (91754.110000 sec): 3 clusters
  Score: Raw -1128269.805477 + Penalty 3046.408317 = -1125223.397160
  nChanged 38
		SP:Iteration 82Q (91754.280000 sec): 3 clusters
  Score: Raw -1128277.863212 + Penalty 3046.408317 = -1125231.454895
  nChanged 39
		SP:Iteration 83Q (91754.450000 sec): 3 clusters
  Score: Raw -1128285.104514 + Penalty 3046.408317 = -1125238.696196
  nChanged 29
		SP:Iteration 84Q (91754.630000 sec): 3 clusters
  Score: Raw -1128291.553596 + Penalty 3046.408317 = -1125245.145279
  nChanged 23
		SP:Iteration 85Q (91754.790000 sec): 3 clusters
  Score: Raw -1128295.946458 + Penalty 3046.408317 = -1125249.538141
  nChanged 20
		SP:Iteration 86Q (91754.970000 sec): 3 clusters
  Score: Raw -1128299.066058 + Penalty 3046.408317 = -1125252.657741
  nChanged 8
		SP:Iteration 87Q (91755.140000 sec): 3 clusters
  Score: Raw -1128300.168459 + Penalty 3046.408317 = -1125253.760142
  nChanged 8
		SP:Iteration 88Q (91755.330000 sec): 3 clusters
  Score: Raw -1128301.175367 + Penalty 3046.408317 = -1125254.767050
  nChanged 12
		SP:Iteration 89Q (91755.500000 sec): 3 clusters
  Score: Raw -1128303.034623 + Penalty 3046.408317 = -1125256.626306
  nChanged 7
		SP:Iteration 90Q (91755.670000 sec): 3 clusters
  Score: Raw -1128304.783743 + Penalty 3046.408317 = -1125258.375426
  nChanged 17
		SP:Iteration 91Q (91755.850000 sec): 3 clusters
  Score: Raw -1128307.131284 + Penalty 3046.408317 = -1125260.722967
  nChanged 12
		SP:Iteration 92Q (91756.010000 sec): 3 clusters
  Score: Raw -1128308.787197 + Penalty 3046.408317 = -1125262.378880
  nChanged 12
		SP:Iteration 93Q (91756.190000 sec): 3 clusters
  Score: Raw -1128310.585800 + Penalty 3046.408317 = -1125264.177483
  nChanged 14
		SP:Iteration 94Q (91756.360000 sec): 3 clusters
  Score: Raw -1128312.475327 + Penalty 3046.408317 = -1125266.067010
  nChanged 10
		SP:Iteration 95Q (91756.550000 sec): 3 clusters
  Score: Raw -1128313.613451 + Penalty 3046.408317 = -1125267.205134
  nChanged 9
		SP:Iteration 96Q (91756.720000 sec): 3 clusters
  Score: Raw -1128315.029446 + Penalty 3046.408317 = -1125268.621129
  nChanged 11
		SP:Iteration 97Q (91756.890000 sec): 3 clusters
  Score: Raw -1128317.198676 + Penalty 3046.408317 = -1125270.790358
  nChanged 18
		SP:Iteration 98Q (91757.060000 sec): 3 clusters
  Score: Raw -1128319.217690 + Penalty 3046.408317 = -1125272.809372
  nChanged 14
		SP:Iteration 99Q (91757.230000 sec): 3 clusters
  Score: Raw -1128321.129680 + Penalty 3046.408317 = -1125274.721363
  nChanged 13
		SP:Iteration 100F (91757.420000 sec): 3 clusters
  Score: Raw -1128323.933437 + Penalty 3046.408317 = -1125277.525120
  nChanged 18
		SP:Iteration 101Q (91757.580000 sec): 3 clusters
  Score: Raw -1128327.883963 + Penalty 3046.408317 = -1125281.475646
  nChanged 17
		SP:Iteration 102Q (91757.770000 sec): 3 clusters
  Score: Raw -1128330.928962 + Penalty 3046.408317 = -1125284.520645
  nChanged 16
		SP:Iteration 103Q (91757.940000 sec): 3 clusters
  Score: Raw -1128332.996930 + Penalty 3046.408317 = -1125286.588613
  nChanged 9
		SP:Iteration 104Q (91758.130000 sec): 3 clusters
  Score: Raw -1128334.834927 + Penalty 3046.408317 = -1125288.426610
  nChanged 10
		SP:Iteration 105Q (91758.300000 sec): 3 clusters
  Score: Raw -1128336.325926 + Penalty 3046.408317 = -1125289.917609
  nChanged 7
		SP:Iteration 106Q (91758.470000 sec): 3 clusters
  Score: Raw -1128337.671324 + Penalty 3046.408317 = -1125291.263006
  nChanged 7
		SP:Iteration 107Q (91758.650000 sec): 3 clusters
  Score: Raw -1128339.503330 + Penalty 3046.408317 = -1125293.095013
  nChanged 8
		SP:Iteration 108Q (91758.820000 sec): 3 clusters
  Score: Raw -1128340.606151 + Penalty 3046.408317 = -1125294.197834
  nChanged 3
		SP:Iteration 109Q (91759.010000 sec): 3 clusters
  Score: Raw -1128341.009754 + Penalty 3046.408317 = -1125294.601437
  nChanged 8
		SP:Iteration 110Q (91759.180000 sec): 3 clusters
  Score: Raw -1128341.766269 + Penalty 3046.408317 = -1125295.357952
  nChanged 6
		SP:Iteration 111Q (91759.340000 sec): 3 clusters
  Score: Raw -1128342.375963 + Penalty 3046.408317 = -1125295.967646
  nChanged 5
		SP:Iteration 112Q (91759.520000 sec): 3 clusters
  Score: Raw -1128342.833331 + Penalty 3046.408317 = -1125296.425014
  nChanged 4
		SP:Iteration 113Q (91759.690000 sec): 3 clusters
  Score: Raw -1128343.166442 + Penalty 3046.408317 = -1125296.758125
  nChanged 4
		SP:Iteration 114Q (91759.870000 sec): 3 clusters
  Score: Raw -1128343.609736 + Penalty 3046.408317 = -1125297.201419
  nChanged 8
		SP:Iteration 115Q (91760.040000 sec): 3 clusters
  Score: Raw -1128344.609749 + Penalty 3046.408317 = -1125298.201431
  nChanged 7
		SP:Iteration 116Q (91760.230000 sec): 3 clusters
  Score: Raw -1128345.741075 + Penalty 3046.408317 = -1125299.332758
  nChanged 10
		SP:Iteration 117Q (91760.400000 sec): 3 clusters
  Score: Raw -1128346.824362 + Penalty 3046.408317 = -1125300.416045
  nChanged 8
		SP:Iteration 118Q (91760.560000 sec): 3 clusters
  Score: Raw -1128347.928105 + Penalty 3046.408317 = -1125301.519787
  nChanged 8
		SP:Iteration 119Q (91760.740000 sec): 3 clusters
  Score: Raw -1128349.093810 + Penalty 3046.408317 = -1125302.685493
  nChanged 8
		SP:Iteration 120F (91760.910000 sec): 3 clusters
  Score: Raw -1128350.118453 + Penalty 3046.408317 = -1125303.710136
  nChanged 11
		SP:Iteration 121Q (91761.090000 sec): 3 clusters
  Score: Raw -1128351.590108 + Penalty 3046.408317 = -1125305.181791
  nChanged 8
		SP:Iteration 122Q (91761.260000 sec): 3 clusters
  Score: Raw -1128353.293901 + Penalty 3046.408317 = -1125306.885583
  nChanged 12
		SP:Iteration 123Q (91761.450000 sec): 3 clusters
  Score: Raw -1128354.800332 + Penalty 3046.408317 = -1125308.392015
  nChanged 10
		SP:Iteration 124Q (91761.620000 sec): 3 clusters
  Score: Raw -1128356.222814 + Penalty 3046.408317 = -1125309.814497
  nChanged 5
		SP:Iteration 125Q (91761.780000 sec): 3 clusters
  Score: Raw -1128357.372273 + Penalty 3046.408317 = -1125310.963956
  nChanged 10
		SP:Iteration 126Q (91761.960000 sec): 3 clusters
  Score: Raw -1128359.444970 + Penalty 3046.408317 = -1125313.036653
  nChanged 10
		SP:Iteration 127Q (91762.130000 sec): 3 clusters
  Score: Raw -1128360.763178 + Penalty 3046.408317 = -1125314.354861
  nChanged 4
		SP:Iteration 128Q (91762.300000 sec): 3 clusters
  Score: Raw -1128361.505607 + Penalty 3046.408317 = -1125315.097290
  nChanged 7
		SP:Iteration 129Q (91762.460000 sec): 3 clusters
  Score: Raw -1128362.034889 + Penalty 3046.408317 = -1125315.626572
  nChanged 3
		SP:Iteration 130Q (91762.650000 sec): 3 clusters
  Score: Raw -1128362.370429 + Penalty 3046.408317 = -1125315.962111
  nChanged 8
		SP:Iteration 131Q (91762.810000 sec): 3 clusters
  Score: Raw -1128363.329056 + Penalty 3046.408317 = -1125316.920739
  nChanged 4
		SP:Iteration 132Q (91763.010000 sec): 3 clusters
  Score: Raw -1128364.332117 + Penalty 3046.408317 = -1125317.923800
  nChanged 4
		SP:Iteration 133Q (91763.180000 sec): 3 clusters
  Score: Raw -1128364.783145 + Penalty 3046.408317 = -1125318.374828
  nChanged 7
		SP:Iteration 134Q (91763.340000 sec): 3 clusters
  Score: Raw -1128365.500315 + Penalty 3046.408317 = -1125319.091998
  nChanged 4
		SP:Iteration 135Q (91763.520000 sec): 3 clusters
  Score: Raw -1128365.884220 + Penalty 3046.408317 = -1125319.475903
  nChanged 4
		SP:Iteration 136Q (91763.680000 sec): 3 clusters
  Score: Raw -1128366.335423 + Penalty 3046.408317 = -1125319.927105
  nChanged 4
		SP:Iteration 137Q (91763.860000 sec): 3 clusters
  Score: Raw -1128366.777141 + Penalty 3046.408317 = -1125320.368824
  nChanged 2
		SP:Iteration 138Q (91764.020000 sec): 3 clusters
  Score: Raw -1128366.987868 + Penalty 3046.408317 = -1125320.579550
  nChanged 0
		SP:Iteration 139F (91764.220000 sec): 3 clusters
  Score: Raw -1128366.987868 + Penalty 3046.408317 = -1125320.579550
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91764.320000 sec): 2 clusters
  Score: Raw -468406.107819 + Penalty 1382.935119 = -467023.172699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91764.440000 sec): 3 clusters
  Score: Raw -465804.903972 + Penalty 2765.870239 = -463039.033733
  nChanged 2008
		SP:Iteration 1F (91764.530000 sec): 3 clusters
  Score: Raw -466937.220808 + Penalty 2765.870239 = -464171.350569
  nChanged 427
		SP:Iteration 2F (91764.620000 sec): 3 clusters
  Score: Raw -467235.229214 + Penalty 2765.870239 = -464469.358975
  nChanged 346
		SP:Iteration 3F (91764.720000 sec): 3 clusters
  Score: Raw -467449.387230 + Penalty 2765.870239 = -464683.516991
  nChanged 254
		SP:Iteration 4F (91764.810000 sec): 3 clusters
  Score: Raw -467602.707217 + Penalty 2765.870239 = -464836.836978
  nChanged 220
		SP:Iteration 5Q (91764.900000 sec): 3 clusters
  Score: Raw -467722.397049 + Penalty 2765.870239 = -464956.526811
  nChanged 163
		SP:Iteration 6Q (91765.000000 sec): 3 clusters
  Score: Raw -467805.272636 + Penalty 2765.870239 = -465039.402397
  nChanged 154
		SP:Iteration 7Q (91765.090000 sec): 3 clusters
  Score: Raw -467884.767332 + Penalty 2765.870239 = -465118.897093
  nChanged 157
		SP:Iteration 8Q (91765.190000 sec): 3 clusters
  Score: Raw -467975.650785 + Penalty 2765.870239 = -465209.780546
  nChanged 162
		SP:Iteration 9Q (91765.280000 sec): 3 clusters
  Score: Raw -468076.212918 + Penalty 2765.870239 = -465310.342679
  nChanged 144
		SP:Iteration 10Q (91765.380000 sec): 3 clusters
  Score: Raw -468171.121027 + Penalty 2765.870239 = -465405.250788
  nChanged 128
		SP:Iteration 11Q (91765.470000 sec): 3 clusters
  Score: Raw -468254.213011 + Penalty 2765.870239 = -465488.342772
  nChanged 108
		SP:Iteration 12Q (91765.560000 sec): 3 clusters
  Score: Raw -468326.957434 + Penalty 2765.870239 = -465561.087195
  nChanged 101
		SP:Iteration 13Q (91765.660000 sec): 3 clusters
  Score: Raw -468393.403218 + Penalty 2765.870239 = -465627.532979
  nChanged 93
		SP:Iteration 14Q (91765.750000 sec): 3 clusters
  Score: Raw -468459.175215 + Penalty 2765.870239 = -465693.304976
  nChanged 72
		SP:Iteration 15Q (91765.840000 sec): 3 clusters
  Score: Raw -468505.370964 + Penalty 2765.870239 = -465739.500725
  nChanged 45
		SP:Iteration 16Q (91765.940000 sec): 3 clusters
  Score: Raw -468531.922065 + Penalty 2765.870239 = -465766.051826
  nChanged 48
		SP:Iteration 17Q (91766.030000 sec): 3 clusters
  Score: Raw -468559.252186 + Penalty 2765.870239 = -465793.381947
  nChanged 54
		SP:Iteration 18Q (91766.120000 sec): 3 clusters
  Score: Raw -468591.583280 + Penalty 2765.870239 = -465825.713041
  nChanged 45
		SP:Iteration 19Q (91766.220000 sec): 3 clusters
  Score: Raw -468621.167253 + Penalty 2765.870239 = -465855.297014
  nChanged 44
		SP:Iteration 20F (91766.300000 sec): 3 clusters
  Score: Raw -468646.220644 + Penalty 2765.870239 = -465880.350405
  nChanged 38
		SP:Iteration 21Q (91766.400000 sec): 3 clusters
  Score: Raw -468672.930005 + Penalty 2765.870239 = -465907.059766
  nChanged 38
		SP:Iteration 22Q (91766.490000 sec): 3 clusters
  Score: Raw -468694.421721 + Penalty 2765.870239 = -465928.551482
  nChanged 15
		SP:Iteration 23Q (91766.580000 sec): 3 clusters
  Score: Raw -468701.073770 + Penalty 2765.870239 = -465935.203531
  nChanged 12
		SP:Iteration 24Q (91766.670000 sec): 3 clusters
  Score: Raw -468707.415152 + Penalty 2765.870239 = -465941.544913
  nChanged 13
		SP:Iteration 25Q (91766.760000 sec): 3 clusters
  Score: Raw -468715.413342 + Penalty 2765.870239 = -465949.543103
  nChanged 16
		SP:Iteration 26Q (91766.850000 sec): 3 clusters
  Score: Raw -468726.514447 + Penalty 2765.870239 = -465960.644208
  nChanged 14
		SP:Iteration 27Q (91766.940000 sec): 3 clusters
  Score: Raw -468736.625821 + Penalty 2765.870239 = -465970.755582
  nChanged 11
		SP:Iteration 28Q (91767.030000 sec): 3 clusters
  Score: Raw -468744.213504 + Penalty 2765.870239 = -465978.343265
  nChanged 10
		SP:Iteration 29Q (91767.120000 sec): 3 clusters
  Score: Raw -468749.119626 + Penalty 2765.870239 = -465983.249387
  nChanged 5
		SP:Iteration 30Q (91767.220000 sec): 3 clusters
  Score: Raw -468752.958866 + Penalty 2765.870239 = -465987.088627
  nChanged 5
		SP:Iteration 31Q (91767.300000 sec): 3 clusters
  Score: Raw -468755.975194 + Penalty 2765.870239 = -465990.104955
  nChanged 3
		SP:Iteration 32Q (91767.400000 sec): 3 clusters
  Score: Raw -468757.549375 + Penalty 2765.870239 = -465991.679136
  nChanged 1
		SP:Iteration 33Q (91767.490000 sec): 3 clusters
  Score: Raw -468757.792461 + Penalty 2765.870239 = -465991.922222
  nChanged 0
		SP:Iteration 34F (91767.580000 sec): 3 clusters
  Score: Raw -468757.792461 + Penalty 2765.870239 = -465991.922222
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91767.670000 sec): 2 clusters
  Score: Raw -538648.345871 + Penalty 1386.174860 = -537262.171011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91767.780000 sec): 3 clusters
  Score: Raw -535994.228513 + Penalty 2772.349720 = -533221.878793
  nChanged 2033
		SP:Iteration 1F (91767.880000 sec): 3 clusters
  Score: Raw -537104.569325 + Penalty 2772.349720 = -534332.219605
  nChanged 370
		SP:Iteration 2F (91767.980000 sec): 3 clusters
  Score: Raw -537310.667786 + Penalty 2772.349720 = -534538.318066
  nChanged 296
		SP:Iteration 3F (91768.070000 sec): 3 clusters
  Score: Raw -537475.451468 + Penalty 2772.349720 = -534703.101748
  nChanged 250
		SP:Iteration 4Q (91768.170000 sec): 3 clusters
  Score: Raw -537623.819287 + Penalty 2772.349720 = -534851.469567
  nChanged 244
		SP:Iteration 5Q (91768.280000 sec): 3 clusters
  Score: Raw -537780.679714 + Penalty 2772.349720 = -535008.329994
  nChanged 235
		SP:Iteration 6Q (91768.380000 sec): 3 clusters
  Score: Raw -537931.020519 + Penalty 2772.349720 = -535158.670800
  nChanged 199
		SP:Iteration 7Q (91768.480000 sec): 3 clusters
  Score: Raw -538057.588462 + Penalty 2772.349720 = -535285.238742
  nChanged 161
		SP:Iteration 8Q (91768.570000 sec): 3 clusters
  Score: Raw -538156.413135 + Penalty 2772.349720 = -535384.063415
  nChanged 140
		SP:Iteration 9Q (91768.670000 sec): 3 clusters
  Score: Raw -538254.373211 + Penalty 2772.349720 = -535482.023492
  nChanged 136
		SP:Iteration 10Q (91768.770000 sec): 3 clusters
  Score: Raw -538349.990330 + Penalty 2772.349720 = -535577.640610
  nChanged 112
		SP:Iteration 11Q (91768.870000 sec): 3 clusters
  Score: Raw -538433.561638 + Penalty 2772.349720 = -535661.211918
  nChanged 100
		SP:Iteration 12Q (91768.970000 sec): 3 clusters
  Score: Raw -538513.357455 + Penalty 2772.349720 = -535741.007736
  nChanged 81
		SP:Iteration 13Q (91769.060000 sec): 3 clusters
  Score: Raw -538582.079405 + Penalty 2772.349720 = -535809.729685
  nChanged 82
		SP:Iteration 14Q (91769.160000 sec): 3 clusters
  Score: Raw -538648.418092 + Penalty 2772.349720 = -535876.068372
  nChanged 54
		SP:Iteration 15Q (91769.250000 sec): 3 clusters
  Score: Raw -538687.466616 + Penalty 2772.349720 = -535915.116896
  nChanged 44
		SP:Iteration 16Q (91769.350000 sec): 3 clusters
  Score: Raw -538723.224018 + Penalty 2772.349720 = -535950.874298
  nChanged 34
		SP:Iteration 17Q (91769.450000 sec): 3 clusters
  Score: Raw -538753.964340 + Penalty 2772.349720 = -535981.614620
  nChanged 24
		SP:Iteration 18Q (91769.540000 sec): 3 clusters
  Score: Raw -538778.384359 + Penalty 2772.349720 = -536006.034639
  nChanged 20
		SP:Iteration 19Q (91769.630000 sec): 3 clusters
  Score: Raw -538799.397258 + Penalty 2772.349720 = -536027.047538
  nChanged 18
		SP:Iteration 20F (91769.730000 sec): 3 clusters
  Score: Raw -538813.866348 + Penalty 2772.349720 = -536041.516628
  nChanged 14
		SP:Iteration 21Q (91769.830000 sec): 3 clusters
  Score: Raw -538828.917967 + Penalty 2772.349720 = -536056.568247
  nChanged 13
		SP:Iteration 22Q (91769.920000 sec): 3 clusters
  Score: Raw -538839.076059 + Penalty 2772.349720 = -536066.726339
  nChanged 8
		SP:Iteration 23Q (91770.020000 sec): 3 clusters
  Score: Raw -538847.273004 + Penalty 2772.349720 = -536074.923284
  nChanged 7
		SP:Iteration 24Q (91770.110000 sec): 3 clusters
  Score: Raw -538853.899863 + Penalty 2772.349720 = -536081.550143
  nChanged 1
		SP:Iteration 25Q (91770.210000 sec): 3 clusters
  Score: Raw -538854.747843 + Penalty 2772.349720 = -536082.398123
  nChanged 1
		SP:Iteration 26Q (91770.300000 sec): 3 clusters
  Score: Raw -538856.250985 + Penalty 2772.349720 = -536083.901265
  nChanged 3
		SP:Iteration 27Q (91770.400000 sec): 3 clusters
  Score: Raw -538859.559774 + Penalty 2772.349720 = -536087.210054
  nChanged 2
		SP:Iteration 28Q (91770.490000 sec): 3 clusters
  Score: Raw -538861.613251 + Penalty 2772.349720 = -536089.263531
  nChanged 1
		SP:Iteration 29Q (91770.590000 sec): 3 clusters
  Score: Raw -538862.166759 + Penalty 2772.349720 = -536089.817039
  nChanged 0
		SP:Iteration 30F (91770.690000 sec): 3 clusters
  Score: Raw -538862.166759 + Penalty 2772.349720 = -536089.817039
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (4050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91770.770000 sec): 2 clusters
  Score: Raw -383815.934044 + Penalty 1349.801726 = -382466.132318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91770.850000 sec): 3 clusters
  Score: Raw -381813.620866 + Penalty 2699.603452 = -379114.017414
  nChanged 1570
		SP:Iteration 1F (91770.930000 sec): 3 clusters
  Score: Raw -382790.412622 + Penalty 2699.603452 = -380090.809170
  nChanged 338
		SP:Iteration 2F (91771.010000 sec): 3 clusters
  Score: Raw -383036.951248 + Penalty 2699.603452 = -380337.347796
  nChanged 273
		SP:Iteration 3F (91771.080000 sec): 3 clusters
  Score: Raw -383263.422708 + Penalty 2699.603452 = -380563.819256
  nChanged 234
		SP:Iteration 4F (91771.160000 sec): 3 clusters
  Score: Raw -383461.368497 + Penalty 2699.603452 = -380761.765045
  nChanged 189
		SP:Iteration 5Q (91771.230000 sec): 3 clusters
  Score: Raw -383621.141926 + Penalty 2699.603452 = -380921.538474
  nChanged 155
		SP:Iteration 6Q (91771.310000 sec): 3 clusters
  Score: Raw -383734.782717 + Penalty 2699.603452 = -381035.179265
  nChanged 123
		SP:Iteration 7Q (91771.390000 sec): 3 clusters
  Score: Raw -383815.004207 + Penalty 2699.603452 = -381115.400755
  nChanged 97
		SP:Iteration 8Q (91771.470000 sec): 3 clusters
  Score: Raw -383885.432651 + Penalty 2699.603452 = -381185.829199
  nChanged 76
		SP:Iteration 9Q (91771.540000 sec): 3 clusters
  Score: Raw -383940.973627 + Penalty 2699.603452 = -381241.370175
  nChanged 64
		SP:Iteration 10Q (91771.620000 sec): 3 clusters
  Score: Raw -383993.574956 + Penalty 2699.603452 = -381293.971504
  nChanged 67
		SP:Iteration 11Q (91771.690000 sec): 3 clusters
  Score: Raw -384038.061508 + Penalty 2699.603452 = -381338.458056
  nChanged 57
		SP:Iteration 12Q (91771.770000 sec): 3 clusters
  Score: Raw -384078.159500 + Penalty 2699.603452 = -381378.556048
  nChanged 49
		SP:Iteration 13Q (91771.850000 sec): 3 clusters
  Score: Raw -384113.309382 + Penalty 2699.603452 = -381413.705930
  nChanged 42
		SP:Iteration 14Q (91771.920000 sec): 3 clusters
  Score: Raw -384136.110808 + Penalty 2699.603452 = -381436.507356
  nChanged 28
		SP:Iteration 15Q (91771.990000 sec): 3 clusters
  Score: Raw -384148.748679 + Penalty 2699.603452 = -381449.145227
  nChanged 28
		SP:Iteration 16Q (91772.070000 sec): 3 clusters
  Score: Raw -384166.811940 + Penalty 2699.603452 = -381467.208488
  nChanged 28
		SP:Iteration 17Q (91772.150000 sec): 3 clusters
  Score: Raw -384186.915560 + Penalty 2699.603452 = -381487.312108
  nChanged 24
		SP:Iteration 18Q (91772.220000 sec): 3 clusters
  Score: Raw -384201.090131 + Penalty 2699.603452 = -381501.486679
  nChanged 14
		SP:Iteration 19Q (91772.290000 sec): 3 clusters
  Score: Raw -384210.047982 + Penalty 2699.603452 = -381510.444530
  nChanged 12
		SP:Iteration 20F (91772.370000 sec): 3 clusters
  Score: Raw -384219.364919 + Penalty 2699.603452 = -381519.761467
  nChanged 17
		SP:Iteration 21Q (91772.440000 sec): 3 clusters
  Score: Raw -384227.581250 + Penalty 2699.603452 = -381527.977798
  nChanged 15
		SP:Iteration 22Q (91772.520000 sec): 3 clusters
  Score: Raw -384237.615918 + Penalty 2699.603452 = -381538.012466
  nChanged 18
		SP:Iteration 23Q (91772.590000 sec): 3 clusters
  Score: Raw -384249.378031 + Penalty 2699.603452 = -381549.774579
  nChanged 19
		SP:Iteration 24Q (91772.670000 sec): 3 clusters
  Score: Raw -384254.253800 + Penalty 2699.603452 = -381554.650348
  nChanged 11
		SP:Iteration 25Q (91772.740000 sec): 3 clusters
  Score: Raw -384258.010875 + Penalty 2699.603452 = -381558.407423
  nChanged 6
		SP:Iteration 26Q (91772.820000 sec): 3 clusters
  Score: Raw -384260.027733 + Penalty 2699.603452 = -381560.424281
  nChanged 7
		SP:Iteration 27Q (91772.890000 sec): 3 clusters
  Score: Raw -384263.353777 + Penalty 2699.603452 = -381563.750325
  nChanged 7
		SP:Iteration 28Q (91772.970000 sec): 3 clusters
  Score: Raw -384266.922805 + Penalty 2699.603452 = -381567.319353
  nChanged 10
		SP:Iteration 29Q (91773.040000 sec): 3 clusters
  Score: Raw -384273.704743 + Penalty 2699.603452 = -381574.101291
  nChanged 7
		SP:Iteration 30Q (91773.110000 sec): 3 clusters
  Score: Raw -384279.699448 + Penalty 2699.603452 = -381580.095996
  nChanged 13
		SP:Iteration 31Q (91773.190000 sec): 3 clusters
  Score: Raw -384291.628088 + Penalty 2699.603452 = -381592.024636
  nChanged 21
		SP:Iteration 32Q (91773.260000 sec): 3 clusters
  Score: Raw -384302.153281 + Penalty 2699.603452 = -381602.549829
  nChanged 18
		SP:Iteration 33Q (91773.340000 sec): 3 clusters
  Score: Raw -384311.238112 + Penalty 2699.603452 = -381611.634660
  nChanged 10
		SP:Iteration 34Q (91773.410000 sec): 3 clusters
  Score: Raw -384313.538453 + Penalty 2699.603452 = -381613.935001
  nChanged 3
		SP:Iteration 35Q (91773.490000 sec): 3 clusters
  Score: Raw -384314.261372 + Penalty 2699.603452 = -381614.657920
  nChanged 1
		SP:Iteration 36Q (91773.560000 sec): 3 clusters
  Score: Raw -384314.555062 + Penalty 2699.603452 = -381614.951610
  nChanged 1
		SP:Iteration 37Q (91773.630000 sec): 3 clusters
  Score: Raw -384314.627438 + Penalty 2699.603452 = -381615.023986
  nChanged 1
		SP:Iteration 38Q (91773.710000 sec): 3 clusters
  Score: Raw -384314.884566 + Penalty 2699.603452 = -381615.281114
  nChanged 0
		SP:Iteration 39F (91773.780000 sec): 3 clusters
  Score: Raw -384314.884566 + Penalty 2699.603452 = -381615.281114
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91773.850000 sec): 2 clusters
  Score: Raw -218582.815837 + Penalty 1256.296136 = -217326.519701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91773.890000 sec): 3 clusters
  Score: Raw -217558.639538 + Penalty 2512.592272 = -215046.047267
  nChanged 849
		SP:Iteration 1F (91773.940000 sec): 3 clusters
  Score: Raw -218126.286842 + Penalty 2512.592272 = -215613.694570
  nChanged 206
		SP:Iteration 2F (91773.980000 sec): 3 clusters
  Score: Raw -218289.148300 + Penalty 2512.592272 = -215776.556028
  nChanged 134
		SP:Iteration 3F (91774.030000 sec): 3 clusters
  Score: Raw -218397.788934 + Penalty 2512.592272 = -215885.196662
  nChanged 102
		SP:Iteration 4Q (91774.070000 sec): 3 clusters
  Score: Raw -218480.134378 + Penalty 2512.592272 = -215967.542106
  nChanged 75
		SP:Iteration 5Q (91774.110000 sec): 3 clusters
  Score: Raw -218530.663233 + Penalty 2512.592272 = -216018.070962
  nChanged 64
		SP:Iteration 6Q (91774.160000 sec): 3 clusters
  Score: Raw -218576.140573 + Penalty 2512.592272 = -216063.548302
  nChanged 59
		SP:Iteration 7Q (91774.200000 sec): 3 clusters
  Score: Raw -218606.892537 + Penalty 2512.592272 = -216094.300265
  nChanged 40
		SP:Iteration 8Q (91774.250000 sec): 3 clusters
  Score: Raw -218625.845220 + Penalty 2512.592272 = -216113.252948
  nChanged 31
		SP:Iteration 9Q (91774.290000 sec): 3 clusters
  Score: Raw -218641.336158 + Penalty 2512.592272 = -216128.743886
  nChanged 31
		SP:Iteration 10Q (91774.340000 sec): 3 clusters
  Score: Raw -218653.964521 + Penalty 2512.592272 = -216141.372250
  nChanged 21
		SP:Iteration 11Q (91774.380000 sec): 3 clusters
  Score: Raw -218662.434720 + Penalty 2512.592272 = -216149.842449
  nChanged 12
		SP:Iteration 12Q (91774.420000 sec): 3 clusters
  Score: Raw -218666.570078 + Penalty 2512.592272 = -216153.977806
  nChanged 11
		SP:Iteration 13Q (91774.470000 sec): 3 clusters
  Score: Raw -218670.238278 + Penalty 2512.592272 = -216157.646007
  nChanged 8
		SP:Iteration 14Q (91774.510000 sec): 3 clusters
  Score: Raw -218673.678031 + Penalty 2512.592272 = -216161.085759
  nChanged 12
		SP:Iteration 15Q (91774.560000 sec): 3 clusters
  Score: Raw -218680.344909 + Penalty 2512.592272 = -216167.752637
  nChanged 13
		SP:Iteration 16Q (91774.600000 sec): 3 clusters
  Score: Raw -218687.211165 + Penalty 2512.592272 = -216174.618894
  nChanged 13
		SP:Iteration 17Q (91774.640000 sec): 3 clusters
  Score: Raw -218695.114864 + Penalty 2512.592272 = -216182.522592
  nChanged 10
		SP:Iteration 18Q (91774.690000 sec): 3 clusters
  Score: Raw -218699.645512 + Penalty 2512.592272 = -216187.053240
  nChanged 6
		SP:Iteration 19Q (91774.730000 sec): 3 clusters
  Score: Raw -218703.013615 + Penalty 2512.592272 = -216190.421343
  nChanged 9
		SP:Iteration 20F (91774.780000 sec): 3 clusters
  Score: Raw -218706.223192 + Penalty 2512.592272 = -216193.630920
  nChanged 7
		SP:Iteration 21Q (91774.820000 sec): 3 clusters
  Score: Raw -218711.194863 + Penalty 2512.592272 = -216198.602591
  nChanged 10
		SP:Iteration 22Q (91774.860000 sec): 3 clusters
  Score: Raw -218716.580796 + Penalty 2512.592272 = -216203.988524
  nChanged 10
		SP:Iteration 23Q (91774.910000 sec): 3 clusters
  Score: Raw -218719.822408 + Penalty 2512.592272 = -216207.230136
  nChanged 8
		SP:Iteration 24Q (91774.950000 sec): 3 clusters
  Score: Raw -218724.991267 + Penalty 2512.592272 = -216212.398995
  nChanged 9
		SP:Iteration 25Q (91775.000000 sec): 3 clusters
  Score: Raw -218729.311084 + Penalty 2512.592272 = -216216.718812
  nChanged 12
		SP:Iteration 26Q (91775.040000 sec): 3 clusters
  Score: Raw -218738.011895 + Penalty 2512.592272 = -216225.419623
  nChanged 14
		SP:Iteration 27Q (91775.080000 sec): 3 clusters
  Score: Raw -218745.711916 + Penalty 2512.592272 = -216233.119645
  nChanged 17
		SP:Iteration 28Q (91775.130000 sec): 3 clusters
  Score: Raw -218754.929824 + Penalty 2512.592272 = -216242.337552
  nChanged 14
		SP:Iteration 29Q (91775.170000 sec): 3 clusters
  Score: Raw -218764.775945 + Penalty 2512.592272 = -216252.183673
  nChanged 17
		SP:Iteration 30Q (91775.220000 sec): 3 clusters
  Score: Raw -218774.988095 + Penalty 2512.592272 = -216262.395823
  nChanged 17
		SP:Iteration 31Q (91775.260000 sec): 3 clusters
  Score: Raw -218784.294706 + Penalty 2512.592272 = -216271.702434
  nChanged 13
		SP:Iteration 32Q (91775.300000 sec): 3 clusters
  Score: Raw -218792.972155 + Penalty 2512.592272 = -216280.379883
  nChanged 14
		SP:Iteration 33Q (91775.350000 sec): 3 clusters
  Score: Raw -218799.432341 + Penalty 2512.592272 = -216286.840069
  nChanged 11
		SP:Iteration 34Q (91775.390000 sec): 3 clusters
  Score: Raw -218806.286892 + Penalty 2512.592272 = -216293.694620
  nChanged 13
		SP:Iteration 35Q (91775.430000 sec): 3 clusters
  Score: Raw -218814.102917 + Penalty 2512.592272 = -216301.510645
  nChanged 10
		SP:Iteration 36Q (91775.480000 sec): 3 clusters
  Score: Raw -218822.583897 + Penalty 2512.592272 = -216309.991625
  nChanged 14
		SP:Iteration 37Q (91775.520000 sec): 3 clusters
  Score: Raw -218829.787442 + Penalty 2512.592272 = -216317.195170
  nChanged 9
		SP:Iteration 38Q (91775.560000 sec): 3 clusters
  Score: Raw -218836.310736 + Penalty 2512.592272 = -216323.718465
  nChanged 13
		SP:Iteration 39Q (91775.610000 sec): 3 clusters
  Score: Raw -218844.845095 + Penalty 2512.592272 = -216332.252823
  nChanged 13
		SP:Iteration 40F (91775.660000 sec): 3 clusters
  Score: Raw -218851.515473 + Penalty 2512.592272 = -216338.923201
  nChanged 15
		SP:Iteration 41Q (91775.700000 sec): 3 clusters
  Score: Raw -218859.732648 + Penalty 2512.592272 = -216347.140376
  nChanged 14
		SP:Iteration 42Q (91775.740000 sec): 3 clusters
  Score: Raw -218869.135530 + Penalty 2512.592272 = -216356.543259
  nChanged 16
		SP:Iteration 43Q (91775.790000 sec): 3 clusters
  Score: Raw -218881.434154 + Penalty 2512.592272 = -216368.841882
  nChanged 21
		SP:Iteration 44Q (91775.830000 sec): 3 clusters
  Score: Raw -218894.690668 + Penalty 2512.592272 = -216382.098397
  nChanged 15
		SP:Iteration 45Q (91775.870000 sec): 3 clusters
  Score: Raw -218904.561983 + Penalty 2512.592272 = -216391.969712
  nChanged 21
		SP:Iteration 46Q (91775.910000 sec): 3 clusters
  Score: Raw -218919.465889 + Penalty 2512.592272 = -216406.873617
  nChanged 17
		SP:Iteration 47Q (91775.960000 sec): 3 clusters
  Score: Raw -218932.541043 + Penalty 2512.592272 = -216419.948771
  nChanged 20
		SP:Iteration 48Q (91776.000000 sec): 3 clusters
  Score: Raw -218950.043134 + Penalty 2512.592272 = -216437.450862
  nChanged 24
		SP:Iteration 49Q (91776.040000 sec): 3 clusters
  Score: Raw -218967.957991 + Penalty 2512.592272 = -216455.365719
  nChanged 22
		SP:Iteration 50Q (91776.090000 sec): 3 clusters
  Score: Raw -218987.388359 + Penalty 2512.592272 = -216474.796087
  nChanged 28
		SP:Iteration 51Q (91776.130000 sec): 3 clusters
  Score: Raw -219008.558335 + Penalty 2512.592272 = -216495.966063
  nChanged 25
		SP:Iteration 52Q (91776.170000 sec): 3 clusters
  Score: Raw -219026.747094 + Penalty 2512.592272 = -216514.154822
  nChanged 17
		SP:Iteration 53Q (91776.210000 sec): 3 clusters
  Score: Raw -219039.444947 + Penalty 2512.592272 = -216526.852675
  nChanged 12
		SP:Iteration 54Q (91776.260000 sec): 3 clusters
  Score: Raw -219050.481959 + Penalty 2512.592272 = -216537.889688
  nChanged 14
		SP:Iteration 55Q (91776.300000 sec): 3 clusters
  Score: Raw -219069.133822 + Penalty 2512.592272 = -216556.541550
  nChanged 19
		SP:Iteration 56Q (91776.340000 sec): 3 clusters
  Score: Raw -219083.593232 + Penalty 2512.592272 = -216571.000960
  nChanged 12
		SP:Iteration 57Q (91776.380000 sec): 3 clusters
  Score: Raw -219095.746795 + Penalty 2512.592272 = -216583.154523
  nChanged 5
		SP:Iteration 58Q (91776.430000 sec): 3 clusters
  Score: Raw -219100.627966 + Penalty 2512.592272 = -216588.035694
  nChanged 6
		SP:Iteration 59Q (91776.470000 sec): 3 clusters
  Score: Raw -219104.435453 + Penalty 2512.592272 = -216591.843182
  nChanged 3
		SP:Iteration 60F (91776.510000 sec): 3 clusters
  Score: Raw -219107.201249 + Penalty 2512.592272 = -216594.608977
  nChanged 4
		SP:Iteration 61Q (91776.550000 sec): 3 clusters
  Score: Raw -219110.203485 + Penalty 2512.592272 = -216597.611214
  nChanged 2
		SP:Iteration 62Q (91776.590000 sec): 3 clusters
  Score: Raw -219112.391402 + Penalty 2512.592272 = -216599.799130
  nChanged 2
		SP:Iteration 63Q (91776.640000 sec): 3 clusters
  Score: Raw -219115.220517 + Penalty 2512.592272 = -216602.628245
  nChanged 5
		SP:Iteration 64Q (91776.680000 sec): 3 clusters
  Score: Raw -219118.801509 + Penalty 2512.592272 = -216606.209238
  nChanged 3
		SP:Iteration 65Q (91776.720000 sec): 3 clusters
  Score: Raw -219121.191621 + Penalty 2512.592272 = -216608.599349
  nChanged 2
		SP:Iteration 66Q (91776.760000 sec): 3 clusters
  Score: Raw -219122.256681 + Penalty 2512.592272 = -216609.664409
  nChanged 1
		SP:Iteration 67Q (91776.810000 sec): 3 clusters
  Score: Raw -219125.710195 + Penalty 2512.592272 = -216613.117924
  nChanged 4
		SP:Iteration 68Q (91776.850000 sec): 3 clusters
  Score: Raw -219130.639152 + Penalty 2512.592272 = -216618.046880
  nChanged 3
		SP:Iteration 69Q (91776.890000 sec): 3 clusters
  Score: Raw -219133.382402 + Penalty 2512.592272 = -216620.790130
  nChanged 2
		SP:Iteration 70Q (91776.930000 sec): 3 clusters
  Score: Raw -219136.317062 + Penalty 2512.592272 = -216623.724790
  nChanged 2
		SP:Iteration 71Q (91776.970000 sec): 3 clusters
  Score: Raw -219137.010489 + Penalty 2512.592272 = -216624.418217
  nChanged 0
		SP:Iteration 72F (91777.020000 sec): 3 clusters
  Score: Raw -219137.010489 + Penalty 2512.592272 = -216624.418217
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91777.140000 sec): 2 clusters
  Score: Raw -703879.783127 + Penalty 1446.626923 = -702433.156203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91777.290000 sec): 3 clusters
  Score: Raw -699927.172962 + Penalty 2893.253847 = -697033.919115
  nChanged 3038
		SP:Iteration 1F (91777.410000 sec): 3 clusters
  Score: Raw -701653.970881 + Penalty 2893.253847 = -698760.717034
  nChanged 540
		SP:Iteration 2F (91777.530000 sec): 3 clusters
  Score: Raw -701964.007594 + Penalty 2893.253847 = -699070.753748
  nChanged 433
		SP:Iteration 3F (91777.650000 sec): 3 clusters
  Score: Raw -702167.884456 + Penalty 2893.253847 = -699274.630609
  nChanged 338
		SP:Iteration 4Q (91777.780000 sec): 3 clusters
  Score: Raw -702330.038302 + Penalty 2893.253847 = -699436.784455
  nChanged 319
		SP:Iteration 5Q (91777.900000 sec): 3 clusters
  Score: Raw -702464.096608 + Penalty 2893.253847 = -699570.842762
  nChanged 260
		SP:Iteration 6Q (91778.020000 sec): 3 clusters
  Score: Raw -702587.516549 + Penalty 2893.253847 = -699694.262702
  nChanged 257
		SP:Iteration 7Q (91778.150000 sec): 3 clusters
  Score: Raw -702719.120925 + Penalty 2893.253847 = -699825.867079
  nChanged 261
		SP:Iteration 8Q (91778.270000 sec): 3 clusters
  Score: Raw -702858.462033 + Penalty 2893.253847 = -699965.208186
  nChanged 259
		SP:Iteration 9Q (91778.390000 sec): 3 clusters
  Score: Raw -702984.404825 + Penalty 2893.253847 = -700091.150978
  nChanged 239
		SP:Iteration 10Q (91778.520000 sec): 3 clusters
  Score: Raw -703112.715624 + Penalty 2893.253847 = -700219.461777
  nChanged 231
		SP:Iteration 11Q (91778.640000 sec): 3 clusters
  Score: Raw -703227.520196 + Penalty 2893.253847 = -700334.266349
  nChanged 196
		SP:Iteration 12Q (91778.770000 sec): 3 clusters
  Score: Raw -703316.980018 + Penalty 2893.253847 = -700423.726171
  nChanged 163
		SP:Iteration 13Q (91778.890000 sec): 3 clusters
  Score: Raw -703379.957598 + Penalty 2893.253847 = -700486.703751
  nChanged 124
		SP:Iteration 14Q (91779.010000 sec): 3 clusters
  Score: Raw -703421.894283 + Penalty 2893.253847 = -700528.640436
  nChanged 102
		SP:Iteration 15Q (91779.140000 sec): 3 clusters
  Score: Raw -703450.886774 + Penalty 2893.253847 = -700557.632927
  nChanged 84
		SP:Iteration 16Q (91779.260000 sec): 3 clusters
  Score: Raw -703478.078866 + Penalty 2893.253847 = -700584.825019
  nChanged 80
		SP:Iteration 17Q (91779.390000 sec): 3 clusters
  Score: Raw -703502.017170 + Penalty 2893.253847 = -700608.763323
  nChanged 68
		SP:Iteration 18Q (91779.510000 sec): 3 clusters
  Score: Raw -703518.718190 + Penalty 2893.253847 = -700625.464343
  nChanged 58
		SP:Iteration 19Q (91779.630000 sec): 3 clusters
  Score: Raw -703532.531957 + Penalty 2893.253847 = -700639.278111
  nChanged 46
		SP:Iteration 20F (91779.750000 sec): 3 clusters
  Score: Raw -703542.041210 + Penalty 2893.253847 = -700648.787363
  nChanged 46
		SP:Iteration 21Q (91779.880000 sec): 3 clusters
  Score: Raw -703550.981329 + Penalty 2893.253847 = -700657.727482
  nChanged 37
		SP:Iteration 22Q (91780.000000 sec): 3 clusters
  Score: Raw -703558.066692 + Penalty 2893.253847 = -700664.812845
  nChanged 35
		SP:Iteration 23Q (91780.120000 sec): 3 clusters
  Score: Raw -703563.745930 + Penalty 2893.253847 = -700670.492083
  nChanged 23
		SP:Iteration 24Q (91780.240000 sec): 3 clusters
  Score: Raw -703568.733659 + Penalty 2893.253847 = -700675.479813
  nChanged 22
		SP:Iteration 25Q (91780.370000 sec): 3 clusters
  Score: Raw -703574.189776 + Penalty 2893.253847 = -700680.935930
  nChanged 23
		SP:Iteration 26Q (91780.490000 sec): 3 clusters
  Score: Raw -703578.850738 + Penalty 2893.253847 = -700685.596891
  nChanged 28
		SP:Iteration 27Q (91780.610000 sec): 3 clusters
  Score: Raw -703583.839747 + Penalty 2893.253847 = -700690.585900
  nChanged 23
		SP:Iteration 28Q (91780.730000 sec): 3 clusters
  Score: Raw -703589.069396 + Penalty 2893.253847 = -700695.815549
  nChanged 22
		SP:Iteration 29Q (91780.850000 sec): 3 clusters
  Score: Raw -703593.481694 + Penalty 2893.253847 = -700700.227847
  nChanged 26
		SP:Iteration 30Q (91780.970000 sec): 3 clusters
  Score: Raw -703598.259481 + Penalty 2893.253847 = -700705.005634
  nChanged 23
		SP:Iteration 31Q (91781.100000 sec): 3 clusters
  Score: Raw -703601.751092 + Penalty 2893.253847 = -700708.497245
  nChanged 18
		SP:Iteration 32Q (91781.220000 sec): 3 clusters
  Score: Raw -703606.126769 + Penalty 2893.253847 = -700712.872922
  nChanged 20
		SP:Iteration 33Q (91781.340000 sec): 3 clusters
  Score: Raw -703610.584272 + Penalty 2893.253847 = -700717.330425
  nChanged 17
		SP:Iteration 34Q (91781.460000 sec): 3 clusters
  Score: Raw -703615.008363 + Penalty 2893.253847 = -700721.754516
  nChanged 19
		SP:Iteration 35Q (91781.580000 sec): 3 clusters
  Score: Raw -703619.353753 + Penalty 2893.253847 = -700726.099906
  nChanged 20
		SP:Iteration 36Q (91781.700000 sec): 3 clusters
  Score: Raw -703623.385010 + Penalty 2893.253847 = -700730.131164
  nChanged 19
		SP:Iteration 37Q (91781.830000 sec): 3 clusters
  Score: Raw -703627.319516 + Penalty 2893.253847 = -700734.065670
  nChanged 16
		SP:Iteration 38Q (91781.950000 sec): 3 clusters
  Score: Raw -703631.263977 + Penalty 2893.253847 = -700738.010130
  nChanged 18
		SP:Iteration 39Q (91782.070000 sec): 3 clusters
  Score: Raw -703634.422379 + Penalty 2893.253847 = -700741.168532
  nChanged 16
		SP:Iteration 40F (91782.190000 sec): 3 clusters
  Score: Raw -703637.304012 + Penalty 2893.253847 = -700744.050166
  nChanged 10
		SP:Iteration 41Q (91782.310000 sec): 3 clusters
  Score: Raw -703639.074860 + Penalty 2893.253847 = -700745.821013
  nChanged 7
		SP:Iteration 42Q (91782.430000 sec): 3 clusters
  Score: Raw -703640.632503 + Penalty 2893.253847 = -700747.378656
  nChanged 8
		SP:Iteration 43Q (91782.550000 sec): 3 clusters
  Score: Raw -703642.051279 + Penalty 2893.253847 = -700748.797432
  nChanged 6
		SP:Iteration 44Q (91782.670000 sec): 3 clusters
  Score: Raw -703643.175398 + Penalty 2893.253847 = -700749.921552
  nChanged 7
		SP:Iteration 45Q (91782.800000 sec): 3 clusters
  Score: Raw -703644.342184 + Penalty 2893.253847 = -700751.088337
  nChanged 11
		SP:Iteration 46Q (91782.920000 sec): 3 clusters
  Score: Raw -703646.780524 + Penalty 2893.253847 = -700753.526677
  nChanged 11
		SP:Iteration 47Q (91783.040000 sec): 3 clusters
  Score: Raw -703648.308802 + Penalty 2893.253847 = -700755.054955
  nChanged 14
		SP:Iteration 48Q (91783.160000 sec): 3 clusters
  Score: Raw -703651.548993 + Penalty 2893.253847 = -700758.295147
  nChanged 21
		SP:Iteration 49Q (91783.280000 sec): 3 clusters
  Score: Raw -703657.750789 + Penalty 2893.253847 = -700764.496942
  nChanged 25
		SP:Iteration 50Q (91783.410000 sec): 3 clusters
  Score: Raw -703663.022337 + Penalty 2893.253847 = -700769.768490
  nChanged 21
		SP:Iteration 51Q (91783.530000 sec): 3 clusters
  Score: Raw -703668.578772 + Penalty 2893.253847 = -700775.324925
  nChanged 23
		SP:Iteration 52Q (91783.650000 sec): 3 clusters
  Score: Raw -703676.189603 + Penalty 2893.253847 = -700782.935756
  nChanged 31
		SP:Iteration 53Q (91783.770000 sec): 3 clusters
  Score: Raw -703687.222108 + Penalty 2893.253847 = -700793.968261
  nChanged 39
		SP:Iteration 54Q (91783.890000 sec): 3 clusters
  Score: Raw -703699.528398 + Penalty 2893.253847 = -700806.274551
  nChanged 32
		SP:Iteration 55Q (91784.010000 sec): 3 clusters
  Score: Raw -703707.501892 + Penalty 2893.253847 = -700814.248045
  nChanged 29
		SP:Iteration 56Q (91784.130000 sec): 3 clusters
  Score: Raw -703715.513580 + Penalty 2893.253847 = -700822.259733
  nChanged 31
		SP:Iteration 57Q (91784.250000 sec): 3 clusters
  Score: Raw -703727.696823 + Penalty 2893.253847 = -700834.442977
  nChanged 35
		SP:Iteration 58Q (91784.370000 sec): 3 clusters
  Score: Raw -703738.810398 + Penalty 2893.253847 = -700845.556551
  nChanged 35
		SP:Iteration 59Q (91784.490000 sec): 3 clusters
  Score: Raw -703752.956573 + Penalty 2893.253847 = -700859.702726
  nChanged 37
		SP:Iteration 60F (91784.610000 sec): 3 clusters
  Score: Raw -703764.263719 + Penalty 2893.253847 = -700871.009872
  nChanged 39
		SP:Iteration 61Q (91784.740000 sec): 3 clusters
  Score: Raw -703774.579491 + Penalty 2893.253847 = -700881.325644
  nChanged 29
		SP:Iteration 62Q (91784.860000 sec): 3 clusters
  Score: Raw -703779.739152 + Penalty 2893.253847 = -700886.485305
  nChanged 20
		SP:Iteration 63Q (91784.980000 sec): 3 clusters
  Score: Raw -703782.671764 + Penalty 2893.253847 = -700889.417917
  nChanged 11
		SP:Iteration 64Q (91785.100000 sec): 3 clusters
  Score: Raw -703784.746541 + Penalty 2893.253847 = -700891.492694
  nChanged 15
		SP:Iteration 65Q (91785.220000 sec): 3 clusters
  Score: Raw -703786.948296 + Penalty 2893.253847 = -700893.694449
  nChanged 19
		SP:Iteration 66Q (91785.340000 sec): 3 clusters
  Score: Raw -703791.113357 + Penalty 2893.253847 = -700897.859510
  nChanged 16
		SP:Iteration 67Q (91785.460000 sec): 3 clusters
  Score: Raw -703794.307914 + Penalty 2893.253847 = -700901.054067
  nChanged 12
		SP:Iteration 68Q (91785.580000 sec): 3 clusters
  Score: Raw -703796.275869 + Penalty 2893.253847 = -700903.022022
  nChanged 10
		SP:Iteration 69Q (91785.700000 sec): 3 clusters
  Score: Raw -703798.924328 + Penalty 2893.253847 = -700905.670481
  nChanged 11
		SP:Iteration 70Q (91785.820000 sec): 3 clusters
  Score: Raw -703801.321708 + Penalty 2893.253847 = -700908.067861
  nChanged 11
		SP:Iteration 71Q (91785.940000 sec): 3 clusters
  Score: Raw -703803.648921 + Penalty 2893.253847 = -700910.395074
  nChanged 12
		SP:Iteration 72Q (91786.070000 sec): 3 clusters
  Score: Raw -703806.338557 + Penalty 2893.253847 = -700913.084710
  nChanged 15
		SP:Iteration 73Q (91786.190000 sec): 3 clusters
  Score: Raw -703808.997332 + Penalty 2893.253847 = -700915.743485
  nChanged 11
		SP:Iteration 74Q (91786.300000 sec): 3 clusters
  Score: Raw -703811.581999 + Penalty 2893.253847 = -700918.328153
  nChanged 9
		SP:Iteration 75Q (91786.420000 sec): 3 clusters
  Score: Raw -703812.960380 + Penalty 2893.253847 = -700919.706533
  nChanged 10
		SP:Iteration 76Q (91786.540000 sec): 3 clusters
  Score: Raw -703814.652515 + Penalty 2893.253847 = -700921.398669
  nChanged 10
		SP:Iteration 77Q (91786.670000 sec): 3 clusters
  Score: Raw -703815.987000 + Penalty 2893.253847 = -700922.733153
  nChanged 19
		SP:Iteration 78Q (91786.790000 sec): 3 clusters
  Score: Raw -703818.758425 + Penalty 2893.253847 = -700925.504578
  nChanged 13
		SP:Iteration 79Q (91786.910000 sec): 3 clusters
  Score: Raw -703821.064195 + Penalty 2893.253847 = -700927.810348
  nChanged 11
		SP:Iteration 80F (91787.040000 sec): 3 clusters
  Score: Raw -703823.245271 + Penalty 2893.253847 = -700929.991424
  nChanged 15
		SP:Iteration 81Q (91787.170000 sec): 3 clusters
  Score: Raw -703826.024372 + Penalty 2893.253847 = -700932.770525
  nChanged 10
		SP:Iteration 82Q (91787.290000 sec): 3 clusters
  Score: Raw -703827.582403 + Penalty 2893.253847 = -700934.328556
  nChanged 5
		SP:Iteration 83Q (91787.410000 sec): 3 clusters
  Score: Raw -703828.097353 + Penalty 2893.253847 = -700934.843506
  nChanged 4
		SP:Iteration 84Q (91787.530000 sec): 3 clusters
  Score: Raw -703828.628570 + Penalty 2893.253847 = -700935.374723
  nChanged 5
		SP:Iteration 85Q (91787.650000 sec): 3 clusters
  Score: Raw -703829.520636 + Penalty 2893.253847 = -700936.266790
  nChanged 2
		SP:Iteration 86Q (91787.780000 sec): 3 clusters
  Score: Raw -703829.895532 + Penalty 2893.253847 = -700936.641686
  nChanged 4
		SP:Iteration 87Q (91787.900000 sec): 3 clusters
  Score: Raw -703830.371835 + Penalty 2893.253847 = -700937.117989
  nChanged 4
		SP:Iteration 88Q (91788.020000 sec): 3 clusters
  Score: Raw -703830.703140 + Penalty 2893.253847 = -700937.449293
  nChanged 1
		SP:Iteration 89Q (91788.150000 sec): 3 clusters
  Score: Raw -703830.841847 + Penalty 2893.253847 = -700937.588001
  nChanged 1
		SP:Iteration 90Q (91788.270000 sec): 3 clusters
  Score: Raw -703830.893103 + Penalty 2893.253847 = -700937.639256
  nChanged 0
		SP:Iteration 91F (91788.390000 sec): 3 clusters
  Score: Raw -703830.893103 + Penalty 2893.253847 = -700937.639256
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91788.590000 sec): 2 clusters
  Score: Raw -1705275.782099 + Penalty 1570.145619 = -1703705.636480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91788.880000 sec): 3 clusters
  Score: Raw -1696145.205971 + Penalty 3140.291239 = -1693004.914732
  nChanged 6983
		SP:Iteration 1F (91789.070000 sec): 3 clusters
  Score: Raw -1700052.311122 + Penalty 3140.291239 = -1696912.019883
  nChanged 906
		SP:Iteration 2F (91789.270000 sec): 3 clusters
  Score: Raw -1700458.200823 + Penalty 3140.291239 = -1697317.909584
  nChanged 816
		SP:Iteration 3F (91789.460000 sec): 3 clusters
  Score: Raw -1700837.078748 + Penalty 3140.291239 = -1697696.787509
  nChanged 785
		SP:Iteration 4Q (91789.660000 sec): 3 clusters
  Score: Raw -1701195.813637 + Penalty 3140.291239 = -1698055.522399
  nChanged 686
		SP:Iteration 5Q (91789.860000 sec): 3 clusters
  Score: Raw -1701517.976878 + Penalty 3140.291239 = -1698377.685640
  nChanged 670
		SP:Iteration 6Q (91790.130000 sec): 3 clusters
  Score: Raw -1701808.580717 + Penalty 3140.291239 = -1698668.289478
  nChanged 639
		SP:Iteration 7Q (91790.370000 sec): 3 clusters
  Score: Raw -1702093.858983 + Penalty 3140.291239 = -1698953.567744
  nChanged 581
		SP:Iteration 8Q (91790.580000 sec): 3 clusters
  Score: Raw -1702357.252651 + Penalty 3140.291239 = -1699216.961413
  nChanged 585
		SP:Iteration 9Q (91790.840000 sec): 3 clusters
  Score: Raw -1702651.052548 + Penalty 3140.291239 = -1699510.761310
  nChanged 588
		SP:Iteration 10Q (91791.080000 sec): 3 clusters
  Score: Raw -1702957.401740 + Penalty 3140.291239 = -1699817.110501
  nChanged 576
		SP:Iteration 11Q (91791.280000 sec): 3 clusters
  Score: Raw -1703218.906615 + Penalty 3140.291239 = -1700078.615376
  nChanged 492
		SP:Iteration 12Q (91791.490000 sec): 3 clusters
  Score: Raw -1703409.543671 + Penalty 3140.291239 = -1700269.252432
  nChanged 368
		SP:Iteration 13Q (91791.760000 sec): 3 clusters
  Score: Raw -1703527.731763 + Penalty 3140.291239 = -1700387.440525
  nChanged 286
		SP:Iteration 14Q (91791.960000 sec): 3 clusters
  Score: Raw -1703607.892483 + Penalty 3140.291239 = -1700467.601244
  nChanged 213
		SP:Iteration 15Q (91792.160000 sec): 3 clusters
  Score: Raw -1703655.249327 + Penalty 3140.291239 = -1700514.958088
  nChanged 147
		SP:Iteration 16Q (91792.360000 sec): 3 clusters
  Score: Raw -1703681.599924 + Penalty 3140.291239 = -1700541.308685
  nChanged 126
		SP:Iteration 17Q (91792.570000 sec): 3 clusters
  Score: Raw -1703701.092883 + Penalty 3140.291239 = -1700560.801644
  nChanged 87
		SP:Iteration 18Q (91792.840000 sec): 3 clusters
  Score: Raw -1703713.150585 + Penalty 3140.291239 = -1700572.859346
  nChanged 72
		SP:Iteration 19Q (91793.050000 sec): 3 clusters
  Score: Raw -1703722.951728 + Penalty 3140.291239 = -1700582.660489
  nChanged 71
		SP:Iteration 20F (91793.250000 sec): 3 clusters
  Score: Raw -1703733.208266 + Penalty 3140.291239 = -1700592.917028
  nChanged 76
		SP:Iteration 21Q (91793.450000 sec): 3 clusters
  Score: Raw -1703744.125409 + Penalty 3140.291239 = -1700603.834170
  nChanged 87
		SP:Iteration 22Q (91793.650000 sec): 3 clusters
  Score: Raw -1703756.555940 + Penalty 3140.291239 = -1700616.264701
  nChanged 76
		SP:Iteration 23Q (91793.850000 sec): 3 clusters
  Score: Raw -1703767.100852 + Penalty 3140.291239 = -1700626.809614
  nChanged 87
		SP:Iteration 24Q (91794.120000 sec): 3 clusters
  Score: Raw -1703780.726962 + Penalty 3140.291239 = -1700640.435724
  nChanged 94
		SP:Iteration 25Q (91794.350000 sec): 3 clusters
  Score: Raw -1703795.964042 + Penalty 3140.291239 = -1700655.672803
  nChanged 97
		SP:Iteration 26Q (91794.550000 sec): 3 clusters
  Score: Raw -1703812.007691 + Penalty 3140.291239 = -1700671.716452
  nChanged 80
		SP:Iteration 27Q (91794.760000 sec): 3 clusters
  Score: Raw -1703824.109965 + Penalty 3140.291239 = -1700683.818726
  nChanged 78
		SP:Iteration 28Q (91795.030000 sec): 3 clusters
  Score: Raw -1703836.623753 + Penalty 3140.291239 = -1700696.332514
  nChanged 69
		SP:Iteration 29Q (91795.230000 sec): 3 clusters
  Score: Raw -1703845.682920 + Penalty 3140.291239 = -1700705.391681
  nChanged 52
		SP:Iteration 30Q (91795.430000 sec): 3 clusters
  Score: Raw -1703851.545608 + Penalty 3140.291239 = -1700711.254369
  nChanged 50
		SP:Iteration 31Q (91795.630000 sec): 3 clusters
  Score: Raw -1703856.206144 + Penalty 3140.291239 = -1700715.914905
  nChanged 45
		SP:Iteration 32Q (91795.830000 sec): 3 clusters
  Score: Raw -1703860.445520 + Penalty 3140.291239 = -1700720.154281
  nChanged 35
		SP:Iteration 33Q (91796.040000 sec): 3 clusters
  Score: Raw -1703863.213203 + Penalty 3140.291239 = -1700722.921964
  nChanged 26
		SP:Iteration 34Q (91796.310000 sec): 3 clusters
  Score: Raw -1703866.846211 + Penalty 3140.291239 = -1700726.554972
  nChanged 34
		SP:Iteration 35Q (91796.510000 sec): 3 clusters
  Score: Raw -1703871.665606 + Penalty 3140.291239 = -1700731.374367
  nChanged 38
		SP:Iteration 36Q (91796.710000 sec): 3 clusters
  Score: Raw -1703876.156767 + Penalty 3140.291239 = -1700735.865528
  nChanged 30
		SP:Iteration 37Q (91796.910000 sec): 3 clusters
  Score: Raw -1703879.050282 + Penalty 3140.291239 = -1700738.759043
  nChanged 23
		SP:Iteration 38Q (91797.110000 sec): 3 clusters
  Score: Raw -1703880.755633 + Penalty 3140.291239 = -1700740.464394
  nChanged 21
		SP:Iteration 39Q (91797.310000 sec): 3 clusters
  Score: Raw -1703882.405950 + Penalty 3140.291239 = -1700742.114711
  nChanged 23
		SP:Iteration 40F (91797.580000 sec): 3 clusters
  Score: Raw -1703884.646430 + Penalty 3140.291239 = -1700744.355191
  nChanged 20
		SP:Iteration 41Q (91797.810000 sec): 3 clusters
  Score: Raw -1703886.683393 + Penalty 3140.291239 = -1700746.392154
  nChanged 20
		SP:Iteration 42Q (91798.010000 sec): 3 clusters
  Score: Raw -1703888.664285 + Penalty 3140.291239 = -1700748.373046
  nChanged 23
		SP:Iteration 43Q (91798.210000 sec): 3 clusters
  Score: Raw -1703891.055064 + Penalty 3140.291239 = -1700750.763825
  nChanged 30
		SP:Iteration 44Q (91798.480000 sec): 3 clusters
  Score: Raw -1703893.864390 + Penalty 3140.291239 = -1700753.573151
  nChanged 17
		SP:Iteration 45Q (91798.700000 sec): 3 clusters
  Score: Raw -1703895.075028 + Penalty 3140.291239 = -1700754.783790
  nChanged 24
		SP:Iteration 46Q (91798.900000 sec): 3 clusters
  Score: Raw -1703897.156380 + Penalty 3140.291239 = -1700756.865141
  nChanged 21
		SP:Iteration 47Q (91799.100000 sec): 3 clusters
  Score: Raw -1703899.014676 + Penalty 3140.291239 = -1700758.723437
  nChanged 25
		SP:Iteration 48Q (91799.370000 sec): 3 clusters
  Score: Raw -1703901.583749 + Penalty 3140.291239 = -1700761.292511
  nChanged 22
		SP:Iteration 49Q (91799.590000 sec): 3 clusters
  Score: Raw -1703904.238116 + Penalty 3140.291239 = -1700763.946877
  nChanged 28
		SP:Iteration 50Q (91799.790000 sec): 3 clusters
  Score: Raw -1703907.308079 + Penalty 3140.291239 = -1700767.016840
  nChanged 27
		SP:Iteration 51Q (91799.990000 sec): 3 clusters
  Score: Raw -1703909.812401 + Penalty 3140.291239 = -1700769.521163
  nChanged 22
		SP:Iteration 52Q (91800.200000 sec): 3 clusters
  Score: Raw -1703912.273206 + Penalty 3140.291239 = -1700771.981967
  nChanged 22
		SP:Iteration 53Q (91800.470000 sec): 3 clusters
  Score: Raw -1703915.709712 + Penalty 3140.291239 = -1700775.418473
  nChanged 41
		SP:Iteration 54Q (91800.670000 sec): 3 clusters
  Score: Raw -1703920.877696 + Penalty 3140.291239 = -1700780.586457
  nChanged 42
		SP:Iteration 55Q (91800.870000 sec): 3 clusters
  Score: Raw -1703925.828876 + Penalty 3140.291239 = -1700785.537637
  nChanged 44
		SP:Iteration 56Q (91801.070000 sec): 3 clusters
  Score: Raw -1703931.703267 + Penalty 3140.291239 = -1700791.412028
  nChanged 54
		SP:Iteration 57Q (91801.270000 sec): 3 clusters
  Score: Raw -1703938.760079 + Penalty 3140.291239 = -1700798.468841
  nChanged 55
		SP:Iteration 58Q (91801.480000 sec): 3 clusters
  Score: Raw -1703945.455999 + Penalty 3140.291239 = -1700805.164760
  nChanged 47
		SP:Iteration 59Q (91801.750000 sec): 3 clusters
  Score: Raw -1703950.667248 + Penalty 3140.291239 = -1700810.376009
  nChanged 35
		SP:Iteration 60F (91801.950000 sec): 3 clusters
  Score: Raw -1703955.022430 + Penalty 3140.291239 = -1700814.731191
  nChanged 43
		SP:Iteration 61Q (91802.150000 sec): 3 clusters
  Score: Raw -1703960.220447 + Penalty 3140.291239 = -1700819.929208
  nChanged 44
		SP:Iteration 62Q (91802.360000 sec): 3 clusters
  Score: Raw -1703965.332788 + Penalty 3140.291239 = -1700825.041549
  nChanged 43
		SP:Iteration 63Q (91802.560000 sec): 3 clusters
  Score: Raw -1703970.127740 + Penalty 3140.291239 = -1700829.836501
  nChanged 40
		SP:Iteration 64Q (91802.770000 sec): 3 clusters
  Score: Raw -1703974.392562 + Penalty 3140.291239 = -1700834.101323
  nChanged 35
		SP:Iteration 65Q (91803.030000 sec): 3 clusters
  Score: Raw -1703978.729641 + Penalty 3140.291239 = -1700838.438402
  nChanged 39
		SP:Iteration 66Q (91803.230000 sec): 3 clusters
  Score: Raw -1703984.537012 + Penalty 3140.291239 = -1700844.245774
  nChanged 41
		SP:Iteration 67Q (91803.430000 sec): 3 clusters
  Score: Raw -1703988.639441 + Penalty 3140.291239 = -1700848.348202
  nChanged 29
		SP:Iteration 68Q (91803.630000 sec): 3 clusters
  Score: Raw -1703991.604292 + Penalty 3140.291239 = -1700851.313053
  nChanged 22
		SP:Iteration 69Q (91803.830000 sec): 3 clusters
  Score: Raw -1703993.154744 + Penalty 3140.291239 = -1700852.863505
  nChanged 22
		SP:Iteration 70Q (91804.040000 sec): 3 clusters
  Score: Raw -1703994.964738 + Penalty 3140.291239 = -1700854.673499
  nChanged 25
		SP:Iteration 71Q (91804.310000 sec): 3 clusters
  Score: Raw -1703996.983898 + Penalty 3140.291239 = -1700856.692660
  nChanged 23
		SP:Iteration 72Q (91804.510000 sec): 3 clusters
  Score: Raw -1703998.278219 + Penalty 3140.291239 = -1700857.986980
  nChanged 12
		SP:Iteration 73Q (91804.710000 sec): 3 clusters
  Score: Raw -1703999.278588 + Penalty 3140.291239 = -1700858.987350
  nChanged 22
		SP:Iteration 74Q (91804.910000 sec): 3 clusters
  Score: Raw -1704001.783547 + Penalty 3140.291239 = -1700861.492308
  nChanged 32
		SP:Iteration 75Q (91805.110000 sec): 3 clusters
  Score: Raw -1704005.562112 + Penalty 3140.291239 = -1700865.270873
  nChanged 28
		SP:Iteration 76Q (91805.310000 sec): 3 clusters
  Score: Raw -1704008.151824 + Penalty 3140.291239 = -1700867.860585
  nChanged 24
		SP:Iteration 77Q (91805.580000 sec): 3 clusters
  Score: Raw -1704010.374070 + Penalty 3140.291239 = -1700870.082832
  nChanged 24
		SP:Iteration 78Q (91805.780000 sec): 3 clusters
  Score: Raw -1704012.621378 + Penalty 3140.291239 = -1700872.330140
  nChanged 22
		SP:Iteration 79Q (91805.980000 sec): 3 clusters
  Score: Raw -1704015.121301 + Penalty 3140.291239 = -1700874.830062
  nChanged 24
		SP:Iteration 80F (91806.180000 sec): 3 clusters
  Score: Raw -1704017.254530 + Penalty 3140.291239 = -1700876.963291
  nChanged 21
		SP:Iteration 81Q (91806.380000 sec): 3 clusters
  Score: Raw -1704018.795558 + Penalty 3140.291239 = -1700878.504320
  nChanged 15
		SP:Iteration 82Q (91806.580000 sec): 3 clusters
  Score: Raw -1704019.683381 + Penalty 3140.291239 = -1700879.392142
  nChanged 13
		SP:Iteration 83Q (91806.790000 sec): 3 clusters
  Score: Raw -1704020.772574 + Penalty 3140.291239 = -1700880.481335
  nChanged 15
		SP:Iteration 84Q (91807.060000 sec): 3 clusters
  Score: Raw -1704021.901786 + Penalty 3140.291239 = -1700881.610547
  nChanged 9
		SP:Iteration 85Q (91807.260000 sec): 3 clusters
  Score: Raw -1704022.463978 + Penalty 3140.291239 = -1700882.172740
  nChanged 7
		SP:Iteration 86Q (91807.460000 sec): 3 clusters
  Score: Raw -1704022.925004 + Penalty 3140.291239 = -1700882.633766
  nChanged 10
		SP:Iteration 87Q (91807.650000 sec): 3 clusters
  Score: Raw -1704023.552359 + Penalty 3140.291239 = -1700883.261121
  nChanged 12
		SP:Iteration 88Q (91807.850000 sec): 3 clusters
  Score: Raw -1704024.216077 + Penalty 3140.291239 = -1700883.924838
  nChanged 10
		SP:Iteration 89Q (91808.060000 sec): 3 clusters
  Score: Raw -1704024.789589 + Penalty 3140.291239 = -1700884.498350
  nChanged 7
		SP:Iteration 90Q (91808.330000 sec): 3 clusters
  Score: Raw -1704025.463275 + Penalty 3140.291239 = -1700885.172036
  nChanged 11
		SP:Iteration 91Q (91808.530000 sec): 3 clusters
  Score: Raw -1704026.511780 + Penalty 3140.291239 = -1700886.220541
  nChanged 12
		SP:Iteration 92Q (91808.730000 sec): 3 clusters
  Score: Raw -1704027.449694 + Penalty 3140.291239 = -1700887.158456
  nChanged 10
		SP:Iteration 93Q (91808.930000 sec): 3 clusters
  Score: Raw -1704028.268857 + Penalty 3140.291239 = -1700887.977618
  nChanged 7
		SP:Iteration 94Q (91809.130000 sec): 3 clusters
  Score: Raw -1704028.700025 + Penalty 3140.291239 = -1700888.408787
  nChanged 9
		SP:Iteration 95Q (91809.340000 sec): 3 clusters
  Score: Raw -1704029.242763 + Penalty 3140.291239 = -1700888.951524
  nChanged 12
		SP:Iteration 96Q (91809.600000 sec): 3 clusters
  Score: Raw -1704030.169296 + Penalty 3140.291239 = -1700889.878057
  nChanged 11
		SP:Iteration 97Q (91809.830000 sec): 3 clusters
  Score: Raw -1704031.080170 + Penalty 3140.291239 = -1700890.788931
  nChanged 13
		SP:Iteration 98Q (91810.030000 sec): 3 clusters
  Score: Raw -1704032.166501 + Penalty 3140.291239 = -1700891.875262
  nChanged 13
		SP:Iteration 99Q (91810.240000 sec): 3 clusters
  Score: Raw -1704033.172690 + Penalty 3140.291239 = -1700892.881452
  nChanged 12
		SP:Iteration 100F (91810.500000 sec): 3 clusters
  Score: Raw -1704033.908066 + Penalty 3140.291239 = -1700893.616827
  nChanged 11
		SP:Iteration 101Q (91810.740000 sec): 3 clusters
  Score: Raw -1704034.720461 + Penalty 3140.291239 = -1700894.429222
  nChanged 11
		SP:Iteration 102Q (91810.930000 sec): 3 clusters
  Score: Raw -1704035.668430 + Penalty 3140.291239 = -1700895.377191
  nChanged 15
		SP:Iteration 103Q (91811.140000 sec): 3 clusters
  Score: Raw -1704037.002678 + Penalty 3140.291239 = -1700896.711440
  nChanged 17
		SP:Iteration 104Q (91811.410000 sec): 3 clusters
  Score: Raw -1704038.581171 + Penalty 3140.291239 = -1700898.289932
  nChanged 17
		SP:Iteration 105Q (91811.610000 sec): 3 clusters
  Score: Raw -1704039.651830 + Penalty 3140.291239 = -1700899.360591
  nChanged 14
		SP:Iteration 106Q (91811.810000 sec): 3 clusters
  Score: Raw -1704040.702607 + Penalty 3140.291239 = -1700900.411368
  nChanged 12
		SP:Iteration 107Q (91812.010000 sec): 3 clusters
  Score: Raw -1704041.663430 + Penalty 3140.291239 = -1700901.372191
  nChanged 13
		SP:Iteration 108Q (91812.210000 sec): 3 clusters
  Score: Raw -1704042.640310 + Penalty 3140.291239 = -1700902.349071
  nChanged 18
		SP:Iteration 109Q (91812.410000 sec): 3 clusters
  Score: Raw -1704044.287680 + Penalty 3140.291239 = -1700903.996441
  nChanged 18
		SP:Iteration 110Q (91812.680000 sec): 3 clusters
  Score: Raw -1704045.777341 + Penalty 3140.291239 = -1700905.486103
  nChanged 20
		SP:Iteration 111Q (91812.880000 sec): 3 clusters
  Score: Raw -1704047.803901 + Penalty 3140.291239 = -1700907.512662
  nChanged 19
		SP:Iteration 112Q (91813.080000 sec): 3 clusters
  Score: Raw -1704049.509188 + Penalty 3140.291239 = -1700909.217950
  nChanged 13
		SP:Iteration 113Q (91813.280000 sec): 3 clusters
  Score: Raw -1704050.752877 + Penalty 3140.291239 = -1700910.461638
  nChanged 17
		SP:Iteration 114Q (91813.480000 sec): 3 clusters
  Score: Raw -1704052.442460 + Penalty 3140.291239 = -1700912.151221
  nChanged 14
		SP:Iteration 115Q (91813.670000 sec): 3 clusters
  Score: Raw -1704053.599170 + Penalty 3140.291239 = -1700913.307931
  nChanged 20
		SP:Iteration 116Q (91813.880000 sec): 3 clusters
  Score: Raw -1704055.926074 + Penalty 3140.291239 = -1700915.634835
  nChanged 19
		SP:Iteration 117Q (91814.150000 sec): 3 clusters
  Score: Raw -1704058.204058 + Penalty 3140.291239 = -1700917.912820
  nChanged 21
		SP:Iteration 118Q (91814.360000 sec): 3 clusters
  Score: Raw -1704061.206039 + Penalty 3140.291239 = -1700920.914801
  nChanged 25
		SP:Iteration 119Q (91814.560000 sec): 3 clusters
  Score: Raw -1704063.964208 + Penalty 3140.291239 = -1700923.672969
  nChanged 27
		SP:Iteration 120F (91814.770000 sec): 3 clusters
  Score: Raw -1704067.115138 + Penalty 3140.291239 = -1700926.823899
  nChanged 29
		SP:Iteration 121Q (91814.980000 sec): 3 clusters
  Score: Raw -1704071.155006 + Penalty 3140.291239 = -1700930.863767
  nChanged 26
		SP:Iteration 122Q (91815.250000 sec): 3 clusters
  Score: Raw -1704073.891541 + Penalty 3140.291239 = -1700933.600303
  nChanged 29
		SP:Iteration 123Q (91815.450000 sec): 3 clusters
  Score: Raw -1704077.746015 + Penalty 3140.291239 = -1700937.454777
  nChanged 27
		SP:Iteration 124Q (91815.650000 sec): 3 clusters
  Score: Raw -1704080.756991 + Penalty 3140.291239 = -1700940.465753
  nChanged 24
		SP:Iteration 125Q (91815.850000 sec): 3 clusters
  Score: Raw -1704082.781984 + Penalty 3140.291239 = -1700942.490746
  nChanged 28
		SP:Iteration 126Q (91816.040000 sec): 3 clusters
  Score: Raw -1704086.277644 + Penalty 3140.291239 = -1700945.986405
  nChanged 32
		SP:Iteration 127Q (91816.240000 sec): 3 clusters
  Score: Raw -1704091.080887 + Penalty 3140.291239 = -1700950.789648
  nChanged 40
		SP:Iteration 128Q (91816.450000 sec): 3 clusters
  Score: Raw -1704095.518429 + Penalty 3140.291239 = -1700955.227191
  nChanged 34
		SP:Iteration 129Q (91816.720000 sec): 3 clusters
  Score: Raw -1704098.361087 + Penalty 3140.291239 = -1700958.069848
  nChanged 26
		SP:Iteration 130Q (91816.920000 sec): 3 clusters
  Score: Raw -1704101.080562 + Penalty 3140.291239 = -1700960.789323
  nChanged 30
		SP:Iteration 131Q (91817.120000 sec): 3 clusters
  Score: Raw -1704104.146768 + Penalty 3140.291239 = -1700963.855529
  nChanged 32
		SP:Iteration 132Q (91817.310000 sec): 3 clusters
  Score: Raw -1704107.706010 + Penalty 3140.291239 = -1700967.414772
  nChanged 33
		SP:Iteration 133Q (91817.510000 sec): 3 clusters
  Score: Raw -1704112.033065 + Penalty 3140.291239 = -1700971.741826
  nChanged 38
		SP:Iteration 134Q (91817.720000 sec): 3 clusters
  Score: Raw -1704115.559963 + Penalty 3140.291239 = -1700975.268724
  nChanged 41
		SP:Iteration 135Q (91817.990000 sec): 3 clusters
  Score: Raw -1704120.389946 + Penalty 3140.291239 = -1700980.098707
  nChanged 38
		SP:Iteration 136Q (91818.180000 sec): 3 clusters
  Score: Raw -1704125.225603 + Penalty 3140.291239 = -1700984.934365
  nChanged 49
		SP:Iteration 137Q (91818.380000 sec): 3 clusters
  Score: Raw -1704132.347721 + Penalty 3140.291239 = -1700992.056482
  nChanged 44
		SP:Iteration 138Q (91818.580000 sec): 3 clusters
  Score: Raw -1704138.368749 + Penalty 3140.291239 = -1700998.077511
  nChanged 48
		SP:Iteration 139Q (91818.780000 sec): 3 clusters
  Score: Raw -1704144.429243 + Penalty 3140.291239 = -1701004.138004
  nChanged 38
		SP:Iteration 140F (91818.980000 sec): 3 clusters
  Score: Raw -1704149.628019 + Penalty 3140.291239 = -1701009.336780
  nChanged 50
		SP:Iteration 141Q (91819.180000 sec): 3 clusters
  Score: Raw -1704156.199102 + Penalty 3140.291239 = -1701015.907863
  nChanged 48
		SP:Iteration 142Q (91819.450000 sec): 3 clusters
  Score: Raw -1704161.753256 + Penalty 3140.291239 = -1701021.462017
  nChanged 47
		SP:Iteration 143Q (91819.670000 sec): 3 clusters
  Score: Raw -1704168.281762 + Penalty 3140.291239 = -1701027.990523
  nChanged 47
		SP:Iteration 144Q (91819.870000 sec): 3 clusters
  Score: Raw -1704175.186666 + Penalty 3140.291239 = -1701034.895427
  nChanged 47
		SP:Iteration 145Q (91820.070000 sec): 3 clusters
  Score: Raw -1704182.445108 + Penalty 3140.291239 = -1701042.153869
  nChanged 53
		SP:Iteration 146Q (91820.270000 sec): 3 clusters
  Score: Raw -1704190.302283 + Penalty 3140.291239 = -1701050.011044
  nChanged 58
		SP:Iteration 147Q (91820.530000 sec): 3 clusters
  Score: Raw -1704199.936384 + Penalty 3140.291239 = -1701059.645145
  nChanged 72
		SP:Iteration 148Q (91820.760000 sec): 3 clusters
  Score: Raw -1704212.781091 + Penalty 3140.291239 = -1701072.489852
  nChanged 68
		SP:Iteration 149Q (91820.960000 sec): 3 clusters
  Score: Raw -1704224.394073 + Penalty 3140.291239 = -1701084.102834
  nChanged 58
		SP:Iteration 150Q (91821.170000 sec): 3 clusters
  Score: Raw -1704234.247312 + Penalty 3140.291239 = -1701093.956073
  nChanged 64
		SP:Iteration 151Q (91821.440000 sec): 3 clusters
  Score: Raw -1704245.714226 + Penalty 3140.291239 = -1701105.422988
  nChanged 68
		SP:Iteration 152Q (91821.670000 sec): 3 clusters
  Score: Raw -1704260.056885 + Penalty 3140.291239 = -1701119.765646
  nChanged 86
		SP:Iteration 153Q (91821.870000 sec): 3 clusters
  Score: Raw -1704276.944180 + Penalty 3140.291239 = -1701136.652941
  nChanged 93
		SP:Iteration 154Q (91822.060000 sec): 3 clusters
  Score: Raw -1704296.069110 + Penalty 3140.291239 = -1701155.777871
  nChanged 105
		SP:Iteration 155Q (91822.270000 sec): 3 clusters
  Score: Raw -1704318.700531 + Penalty 3140.291239 = -1701178.409293
  nChanged 117
		SP:Iteration 156Q (91822.540000 sec): 3 clusters
  Score: Raw -1704347.011672 + Penalty 3140.291239 = -1701206.720433
  nChanged 124
		SP:Iteration 157Q (91822.730000 sec): 3 clusters
  Score: Raw -1704383.673357 + Penalty 3140.291239 = -1701243.382118
  nChanged 142
		SP:Iteration 158Q (91822.930000 sec): 3 clusters
  Score: Raw -1704426.635447 + Penalty 3140.291239 = -1701286.344209
  nChanged 168
		SP:Iteration 159Q (91823.120000 sec): 3 clusters
  Score: Raw -1704482.878651 + Penalty 3140.291239 = -1701342.587413
  nChanged 177
		SP:Iteration 160F (91823.320000 sec): 3 clusters
  Score: Raw -1704546.483031 + Penalty 3140.291239 = -1701406.191793
  nChanged 175
		SP:Iteration 161Q (91823.520000 sec): 3 clusters
  Score: Raw -1704610.104248 + Penalty 3140.291239 = -1701469.813010
  nChanged 137
		SP:Iteration 162Q (91823.720000 sec): 3 clusters
  Score: Raw -1704656.852486 + Penalty 3140.291239 = -1701516.561247
  nChanged 143
		SP:Iteration 163Q (91823.990000 sec): 3 clusters
  Score: Raw -1704704.632767 + Penalty 3140.291239 = -1701564.341528
  nChanged 131
		SP:Iteration 164Q (91824.220000 sec): 3 clusters
  Score: Raw -1704751.206879 + Penalty 3140.291239 = -1701610.915641
  nChanged 134
		SP:Iteration 165Q (91824.420000 sec): 3 clusters
  Score: Raw -1704800.438408 + Penalty 3140.291239 = -1701660.147169
  nChanged 117
		SP:Iteration 166Q (91824.620000 sec): 3 clusters
  Score: Raw -1704848.295868 + Penalty 3140.291239 = -1701708.004629
  nChanged 129
		SP:Iteration 167Q (91824.820000 sec): 3 clusters
  Score: Raw -1704909.224903 + Penalty 3140.291239 = -1701768.933665
  nChanged 135
		SP:Iteration 168Q (91825.090000 sec): 3 clusters
  Score: Raw -1704977.125197 + Penalty 3140.291239 = -1701836.833958
  nChanged 128
		SP:Iteration 169Q (91825.290000 sec): 3 clusters
  Score: Raw -1705041.289788 + Penalty 3140.291239 = -1701900.998549
  nChanged 111
		SP:Iteration 170Q (91825.490000 sec): 3 clusters
  Score: Raw -1705094.575125 + Penalty 3140.291239 = -1701954.283887
  nChanged 92
		SP:Iteration 171Q (91825.690000 sec): 3 clusters
  Score: Raw -1705139.993917 + Penalty 3140.291239 = -1701999.702679
  nChanged 92
		SP:Iteration 172Q (91825.890000 sec): 3 clusters
  Score: Raw -1705186.538527 + Penalty 3140.291239 = -1702046.247288
  nChanged 77
		SP:Iteration 173Q (91826.100000 sec): 3 clusters
  Score: Raw -1705229.331025 + Penalty 3140.291239 = -1702089.039787
  nChanged 58
		SP:Iteration 174Q (91826.370000 sec): 3 clusters
  Score: Raw -1705256.853239 + Penalty 3140.291239 = -1702116.562000
  nChanged 48
		SP:Iteration 175Q (91826.570000 sec): 3 clusters
  Score: Raw -1705276.891645 + Penalty 3140.291239 = -1702136.600406
  nChanged 55
		SP:Iteration 176Q (91826.770000 sec): 3 clusters
  Score: Raw -1705301.499002 + Penalty 3140.291239 = -1702161.207763
  nChanged 40
		SP:Iteration 177Q (91826.970000 sec): 3 clusters
  Score: Raw -1705318.291047 + Penalty 3140.291239 = -1702177.999808
  nChanged 35
		SP:Iteration 178Q (91827.180000 sec): 3 clusters
  Score: Raw -1705338.660807 + Penalty 3140.291239 = -1702198.369568
  nChanged 34
		SP:Iteration 179Q (91827.430000 sec): 3 clusters
  Score: Raw -1705355.768000 + Penalty 3140.291239 = -1702215.476761
  nChanged 29
		SP:Iteration 180F (91827.660000 sec): 3 clusters
  Score: Raw -1705372.940196 + Penalty 3140.291239 = -1702232.648957
  nChanged 21
		SP:Iteration 181Q (91827.860000 sec): 3 clusters
  Score: Raw -1705385.714333 + Penalty 3140.291239 = -1702245.423094
  nChanged 19
		SP:Iteration 182Q (91828.060000 sec): 3 clusters
  Score: Raw -1705396.573285 + Penalty 3140.291239 = -1702256.282046
  nChanged 15
		SP:Iteration 183Q (91828.260000 sec): 3 clusters
  Score: Raw -1705405.090562 + Penalty 3140.291239 = -1702264.799323
  nChanged 14
		SP:Iteration 184Q (91828.470000 sec): 3 clusters
  Score: Raw -1705413.298463 + Penalty 3140.291239 = -1702273.007224
  nChanged 8
		SP:Iteration 185Q (91828.740000 sec): 3 clusters
  Score: Raw -1705417.700917 + Penalty 3140.291239 = -1702277.409678
  nChanged 10
		SP:Iteration 186Q (91828.950000 sec): 3 clusters
  Score: Raw -1705424.774214 + Penalty 3140.291239 = -1702284.482976
  nChanged 8
		SP:Iteration 187Q (91829.150000 sec): 3 clusters
  Score: Raw -1705429.441927 + Penalty 3140.291239 = -1702289.150689
  nChanged 5
		SP:Iteration 188Q (91829.340000 sec): 3 clusters
  Score: Raw -1705432.910850 + Penalty 3140.291239 = -1702292.619611
  nChanged 8
		SP:Iteration 189Q (91829.550000 sec): 3 clusters
  Score: Raw -1705436.607365 + Penalty 3140.291239 = -1702296.316126
  nChanged 7
		SP:Iteration 190Q (91829.820000 sec): 3 clusters
  Score: Raw -1705441.503657 + Penalty 3140.291239 = -1702301.212418
  nChanged 12
		SP:Iteration 191Q (91830.050000 sec): 3 clusters
  Score: Raw -1705448.197728 + Penalty 3140.291239 = -1702307.906489
  nChanged 5
		SP:Iteration 192Q (91830.250000 sec): 3 clusters
  Score: Raw -1705450.464740 + Penalty 3140.291239 = -1702310.173501
  nChanged 4
		SP:Iteration 193Q (91830.470000 sec): 3 clusters
  Score: Raw -1705451.588989 + Penalty 3140.291239 = -1702311.297750
  nChanged 1
		SP:Iteration 194Q (91830.730000 sec): 3 clusters
  Score: Raw -1705451.935719 + Penalty 3140.291239 = -1702311.644480
  nChanged 0
		SP:Iteration 195F (91830.930000 sec): 3 clusters
  Score: Raw -1705451.935719 + Penalty 3140.291239 = -1702311.644480
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (2618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91830.990000 sec): 2 clusters
  Score: Raw -279870.159481 + Penalty 1278.901966 = -278591.257515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91831.050000 sec): 3 clusters
  Score: Raw -278716.537012 + Penalty 2557.803933 = -276158.733080
  nChanged 955
		SP:Iteration 1F (91831.100000 sec): 3 clusters
  Score: Raw -279275.525246 + Penalty 2557.803933 = -276717.721313
  nChanged 197
		SP:Iteration 2F (91831.150000 sec): 3 clusters
  Score: Raw -279390.582314 + Penalty 2557.803933 = -276832.778382
  nChanged 122
		SP:Iteration 3Q (91831.200000 sec): 3 clusters
  Score: Raw -279464.026868 + Penalty 2557.803933 = -276906.222936
  nChanged 92
		SP:Iteration 4Q (91831.250000 sec): 3 clusters
  Score: Raw -279512.217490 + Penalty 2557.803933 = -276954.413557
  nChanged 67
		SP:Iteration 5Q (91831.300000 sec): 3 clusters
  Score: Raw -279545.580109 + Penalty 2557.803933 = -276987.776176
  nChanged 57
		SP:Iteration 6Q (91831.350000 sec): 3 clusters
  Score: Raw -279572.747943 + Penalty 2557.803933 = -277014.944010
  nChanged 60
		SP:Iteration 7Q (91831.400000 sec): 3 clusters
  Score: Raw -279605.842443 + Penalty 2557.803933 = -277048.038510
  nChanged 64
		SP:Iteration 8Q (91831.450000 sec): 3 clusters
  Score: Raw -279637.772811 + Penalty 2557.803933 = -277079.968879
  nChanged 55
		SP:Iteration 9Q (91831.510000 sec): 3 clusters
  Score: Raw -279665.592380 + Penalty 2557.803933 = -277107.788447
  nChanged 40
		SP:Iteration 10Q (91831.550000 sec): 3 clusters
  Score: Raw -279687.887674 + Penalty 2557.803933 = -277130.083741
  nChanged 45
		SP:Iteration 11Q (91831.640000 sec): 3 clusters
  Score: Raw -279714.562104 + Penalty 2557.803933 = -277156.758171
  nChanged 50
		SP:Iteration 12Q (91831.690000 sec): 3 clusters
  Score: Raw -279743.298726 + Penalty 2557.803933 = -277185.494793
  nChanged 50
		SP:Iteration 13Q (91831.740000 sec): 3 clusters
  Score: Raw -279773.524284 + Penalty 2557.803933 = -277215.720351
  nChanged 42
		SP:Iteration 14Q (91831.790000 sec): 3 clusters
  Score: Raw -279796.404648 + Penalty 2557.803933 = -277238.600715
  nChanged 38
		SP:Iteration 15Q (91831.840000 sec): 3 clusters
  Score: Raw -279817.039940 + Penalty 2557.803933 = -277259.236008
  nChanged 33
		SP:Iteration 16Q (91831.890000 sec): 3 clusters
  Score: Raw -279836.896253 + Penalty 2557.803933 = -277279.092321
  nChanged 39
		SP:Iteration 17Q (91831.940000 sec): 3 clusters
  Score: Raw -279864.166052 + Penalty 2557.803933 = -277306.362119
  nChanged 39
		SP:Iteration 18Q (91831.990000 sec): 3 clusters
  Score: Raw -279886.952815 + Penalty 2557.803933 = -277329.148882
  nChanged 31
		SP:Iteration 19Q (91832.040000 sec): 3 clusters
  Score: Raw -279905.787688 + Penalty 2557.803933 = -277347.983755
  nChanged 20
		SP:Iteration 20F (91832.090000 sec): 3 clusters
  Score: Raw -279914.914538 + Penalty 2557.803933 = -277357.110605
  nChanged 10
		SP:Iteration 21Q (91832.140000 sec): 3 clusters
  Score: Raw -279919.912551 + Penalty 2557.803933 = -277362.108618
  nChanged 10
		SP:Iteration 22Q (91832.190000 sec): 3 clusters
  Score: Raw -279924.393481 + Penalty 2557.803933 = -277366.589548
  nChanged 8
		SP:Iteration 23Q (91832.240000 sec): 3 clusters
  Score: Raw -279928.526503 + Penalty 2557.803933 = -277370.722571
  nChanged 15
		SP:Iteration 24Q (91832.290000 sec): 3 clusters
  Score: Raw -279935.266870 + Penalty 2557.803933 = -277377.462937
  nChanged 12
		SP:Iteration 25Q (91832.340000 sec): 3 clusters
  Score: Raw -279942.324466 + Penalty 2557.803933 = -277384.520533
  nChanged 14
		SP:Iteration 26Q (91832.390000 sec): 3 clusters
  Score: Raw -279948.947431 + Penalty 2557.803933 = -277391.143498
  nChanged 16
		SP:Iteration 27Q (91832.440000 sec): 3 clusters
  Score: Raw -279956.250260 + Penalty 2557.803933 = -277398.446328
  nChanged 10
		SP:Iteration 28Q (91832.490000 sec): 3 clusters
  Score: Raw -279962.200827 + Penalty 2557.803933 = -277404.396894
  nChanged 8
		SP:Iteration 29Q (91832.540000 sec): 3 clusters
  Score: Raw -279966.026205 + Penalty 2557.803933 = -277408.222272
  nChanged 6
		SP:Iteration 30Q (91832.590000 sec): 3 clusters
  Score: Raw -279969.381090 + Penalty 2557.803933 = -277411.577157
  nChanged 5
		SP:Iteration 31Q (91832.640000 sec): 3 clusters
  Score: Raw -279971.817776 + Penalty 2557.803933 = -277414.013843
  nChanged 4
		SP:Iteration 32Q (91832.690000 sec): 3 clusters
  Score: Raw -279973.742839 + Penalty 2557.803933 = -277415.938906
  nChanged 5
		SP:Iteration 33Q (91832.740000 sec): 3 clusters
  Score: Raw -279977.078600 + Penalty 2557.803933 = -277419.274668
  nChanged 5
		SP:Iteration 34Q (91832.790000 sec): 3 clusters
  Score: Raw -279981.871161 + Penalty 2557.803933 = -277424.067229
  nChanged 13
		SP:Iteration 35Q (91832.850000 sec): 3 clusters
  Score: Raw -279989.057165 + Penalty 2557.803933 = -277431.253233
  nChanged 10
		SP:Iteration 36Q (91832.890000 sec): 3 clusters
  Score: Raw -279996.489861 + Penalty 2557.803933 = -277438.685929
  nChanged 8
		SP:Iteration 37Q (91832.950000 sec): 3 clusters
  Score: Raw -280001.643726 + Penalty 2557.803933 = -277443.839794
  nChanged 5
		SP:Iteration 38Q (91832.990000 sec): 3 clusters
  Score: Raw -280004.186909 + Penalty 2557.803933 = -277446.382976
  nChanged 5
		SP:Iteration 39Q (91833.050000 sec): 3 clusters
  Score: Raw -280008.006855 + Penalty 2557.803933 = -277450.202922
  nChanged 5
		SP:Iteration 40F (91833.090000 sec): 3 clusters
  Score: Raw -280012.340791 + Penalty 2557.803933 = -277454.536859
  nChanged 9
		SP:Iteration 41Q (91833.150000 sec): 3 clusters
  Score: Raw -280020.503913 + Penalty 2557.803933 = -277462.699980
  nChanged 9
		SP:Iteration 42Q (91833.190000 sec): 3 clusters
  Score: Raw -280028.010943 + Penalty 2557.803933 = -277470.207011
  nChanged 5
		SP:Iteration 43Q (91833.250000 sec): 3 clusters
  Score: Raw -280031.413931 + Penalty 2557.803933 = -277473.609998
  nChanged 5
		SP:Iteration 44Q (91833.290000 sec): 3 clusters
  Score: Raw -280035.045829 + Penalty 2557.803933 = -277477.241896
  nChanged 1
		SP:Iteration 45Q (91833.340000 sec): 3 clusters
  Score: Raw -280035.679139 + Penalty 2557.803933 = -277477.875206
  nChanged 2
		SP:Iteration 46Q (91833.390000 sec): 3 clusters
  Score: Raw -280036.308156 + Penalty 2557.803933 = -277478.504223
  nChanged 1
		SP:Iteration 47Q (91833.440000 sec): 3 clusters
  Score: Raw -280036.445540 + Penalty 2557.803933 = -277478.641608
  nChanged 1
		SP:Iteration 48Q (91833.490000 sec): 3 clusters
  Score: Raw -280036.641466 + Penalty 2557.803933 = -277478.837533
  nChanged 0
		SP:Iteration 49F (91833.540000 sec): 3 clusters
  Score: Raw -280036.641466 + Penalty 2557.803933 = -277478.837533
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91833.610000 sec): 2 clusters
  Score: Raw -391346.576484 + Penalty 1336.252215 = -390010.324269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91833.690000 sec): 3 clusters
  Score: Raw -389497.528871 + Penalty 2672.504429 = -386825.024442
  nChanged 1456
		SP:Iteration 1F (91833.770000 sec): 3 clusters
  Score: Raw -390303.503645 + Penalty 2672.504429 = -387630.999216
  nChanged 294
		SP:Iteration 2F (91833.840000 sec): 3 clusters
  Score: Raw -390474.034686 + Penalty 2672.504429 = -387801.530257
  nChanged 196
		SP:Iteration 3F (91833.910000 sec): 3 clusters
  Score: Raw -390573.223599 + Penalty 2672.504429 = -387900.719169
  nChanged 145
		SP:Iteration 4Q (91833.980000 sec): 3 clusters
  Score: Raw -390636.740541 + Penalty 2672.504429 = -387964.236112
  nChanged 106
		SP:Iteration 5Q (91834.050000 sec): 3 clusters
  Score: Raw -390685.054253 + Penalty 2672.504429 = -388012.549824
  nChanged 99
		SP:Iteration 6Q (91834.130000 sec): 3 clusters
  Score: Raw -390732.120975 + Penalty 2672.504429 = -388059.616545
  nChanged 89
		SP:Iteration 7Q (91834.200000 sec): 3 clusters
  Score: Raw -390770.920328 + Penalty 2672.504429 = -388098.415899
  nChanged 75
		SP:Iteration 8Q (91834.310000 sec): 3 clusters
  Score: Raw -390799.866792 + Penalty 2672.504429 = -388127.362362
  nChanged 58
		SP:Iteration 9Q (91834.410000 sec): 3 clusters
  Score: Raw -390824.429160 + Penalty 2672.504429 = -388151.924731
  nChanged 64
		SP:Iteration 10Q (91834.480000 sec): 3 clusters
  Score: Raw -390856.448042 + Penalty 2672.504429 = -388183.943613
  nChanged 70
		SP:Iteration 11Q (91834.550000 sec): 3 clusters
  Score: Raw -390888.547728 + Penalty 2672.504429 = -388216.043299
  nChanged 57
		SP:Iteration 12Q (91834.620000 sec): 3 clusters
  Score: Raw -390912.770744 + Penalty 2672.504429 = -388240.266314
  nChanged 56
		SP:Iteration 13Q (91834.690000 sec): 3 clusters
  Score: Raw -390941.178935 + Penalty 2672.504429 = -388268.674506
  nChanged 55
		SP:Iteration 14Q (91834.770000 sec): 3 clusters
  Score: Raw -390968.636358 + Penalty 2672.504429 = -388296.131929
  nChanged 67
		SP:Iteration 15Q (91834.840000 sec): 3 clusters
  Score: Raw -391012.652466 + Penalty 2672.504429 = -388340.148037
  nChanged 72
		SP:Iteration 16Q (91834.910000 sec): 3 clusters
  Score: Raw -391059.716541 + Penalty 2672.504429 = -388387.212112
  nChanged 71
		SP:Iteration 17Q (91834.980000 sec): 3 clusters
  Score: Raw -391104.954357 + Penalty 2672.504429 = -388432.449928
  nChanged 54
		SP:Iteration 18Q (91835.050000 sec): 3 clusters
  Score: Raw -391139.218382 + Penalty 2672.504429 = -388466.713953
  nChanged 58
		SP:Iteration 19Q (91835.120000 sec): 3 clusters
  Score: Raw -391181.460365 + Penalty 2672.504429 = -388508.955936
  nChanged 60
		SP:Iteration 20F (91835.190000 sec): 3 clusters
  Score: Raw -391224.985990 + Penalty 2672.504429 = -388552.481561
  nChanged 49
		SP:Iteration 21Q (91835.260000 sec): 3 clusters
  Score: Raw -391256.303126 + Penalty 2672.504429 = -388583.798696
  nChanged 39
		SP:Iteration 22Q (91835.330000 sec): 3 clusters
  Score: Raw -391286.894863 + Penalty 2672.504429 = -388614.390434
  nChanged 47
		SP:Iteration 23Q (91835.400000 sec): 3 clusters
  Score: Raw -391326.632506 + Penalty 2672.504429 = -388654.128077
  nChanged 40
		SP:Iteration 24Q (91835.470000 sec): 3 clusters
  Score: Raw -391355.251448 + Penalty 2672.504429 = -388682.747019
  nChanged 33
		SP:Iteration 25Q (91835.540000 sec): 3 clusters
  Score: Raw -391380.767827 + Penalty 2672.504429 = -388708.263398
  nChanged 35
		SP:Iteration 26Q (91835.610000 sec): 3 clusters
  Score: Raw -391411.680714 + Penalty 2672.504429 = -388739.176285
  nChanged 25
		SP:Iteration 27Q (91835.680000 sec): 3 clusters
  Score: Raw -391438.805586 + Penalty 2672.504429 = -388766.301157
  nChanged 38
		SP:Iteration 28Q (91835.750000 sec): 3 clusters
  Score: Raw -391485.856743 + Penalty 2672.504429 = -388813.352313
  nChanged 30
		SP:Iteration 29Q (91835.810000 sec): 3 clusters
  Score: Raw -391522.787144 + Penalty 2672.504429 = -388850.282715
  nChanged 26
		SP:Iteration 30Q (91835.880000 sec): 3 clusters
  Score: Raw -391544.758447 + Penalty 2672.504429 = -388872.254018
  nChanged 18
		SP:Iteration 31Q (91835.950000 sec): 3 clusters
  Score: Raw -391560.032787 + Penalty 2672.504429 = -388887.528358
  nChanged 17
		SP:Iteration 32Q (91836.020000 sec): 3 clusters
  Score: Raw -391578.615865 + Penalty 2672.504429 = -388906.111436
  nChanged 20
		SP:Iteration 33Q (91836.090000 sec): 3 clusters
  Score: Raw -391599.979987 + Penalty 2672.504429 = -388927.475558
  nChanged 14
		SP:Iteration 34Q (91836.150000 sec): 3 clusters
  Score: Raw -391620.289262 + Penalty 2672.504429 = -388947.784833
  nChanged 12
		SP:Iteration 35Q (91836.220000 sec): 3 clusters
  Score: Raw -391633.547596 + Penalty 2672.504429 = -388961.043167
  nChanged 6
		SP:Iteration 36Q (91836.290000 sec): 3 clusters
  Score: Raw -391638.192227 + Penalty 2672.504429 = -388965.687797
  nChanged 9
		SP:Iteration 37Q (91836.350000 sec): 3 clusters
  Score: Raw -391652.307492 + Penalty 2672.504429 = -388979.803063
  nChanged 12
		SP:Iteration 38Q (91836.420000 sec): 3 clusters
  Score: Raw -391663.099578 + Penalty 2672.504429 = -388990.595149
  nChanged 10
		SP:Iteration 39Q (91836.490000 sec): 3 clusters
  Score: Raw -391676.290441 + Penalty 2672.504429 = -389003.786012
  nChanged 10
		SP:Iteration 40F (91836.550000 sec): 3 clusters
  Score: Raw -391686.880507 + Penalty 2672.504429 = -389014.376078
  nChanged 9
		SP:Iteration 41Q (91836.620000 sec): 3 clusters
  Score: Raw -391698.551643 + Penalty 2672.504429 = -389026.047214
  nChanged 10
		SP:Iteration 42Q (91836.690000 sec): 3 clusters
  Score: Raw -391714.040015 + Penalty 2672.504429 = -389041.535586
  nChanged 9
		SP:Iteration 43Q (91836.750000 sec): 3 clusters
  Score: Raw -391725.604622 + Penalty 2672.504429 = -389053.100193
  nChanged 6
		SP:Iteration 44Q (91836.820000 sec): 3 clusters
  Score: Raw -391731.443039 + Penalty 2672.504429 = -389058.938610
  nChanged 2
		SP:Iteration 45Q (91836.890000 sec): 3 clusters
  Score: Raw -391734.262796 + Penalty 2672.504429 = -389061.758367
  nChanged 1
		SP:Iteration 46Q (91836.950000 sec): 3 clusters
  Score: Raw -391734.832609 + Penalty 2672.504429 = -389062.328180
  nChanged 0
		SP:Iteration 47F (91837.020000 sec): 3 clusters
  Score: Raw -391734.832609 + Penalty 2672.504429 = -389062.328180
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91837.090000 sec): 2 clusters
  Score: Raw -139103.465012 + Penalty 1169.339799 = -137934.125213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91837.110000 sec): 3 clusters
  Score: Raw -138592.692960 + Penalty 2338.679599 = -136254.013361
  nChanged 408
		SP:Iteration 1F (91837.140000 sec): 3 clusters
  Score: Raw -138868.097462 + Penalty 2338.679599 = -136529.417864
  nChanged 90
		SP:Iteration 2F (91837.160000 sec): 3 clusters
  Score: Raw -138942.121335 + Penalty 2338.679599 = -136603.441737
  nChanged 47
		SP:Iteration 3Q (91837.190000 sec): 3 clusters
  Score: Raw -138977.615537 + Penalty 2338.679599 = -136638.935939
  nChanged 37
		SP:Iteration 4Q (91837.220000 sec): 3 clusters
  Score: Raw -139011.744890 + Penalty 2338.679599 = -136673.065291
  nChanged 37
		SP:Iteration 5Q (91837.240000 sec): 3 clusters
  Score: Raw -139037.160504 + Penalty 2338.679599 = -136698.480906
  nChanged 19
		SP:Iteration 6Q (91837.270000 sec): 3 clusters
  Score: Raw -139048.847073 + Penalty 2338.679599 = -136710.167474
  nChanged 17
		SP:Iteration 7Q (91837.290000 sec): 3 clusters
  Score: Raw -139059.673742 + Penalty 2338.679599 = -136720.994143
  nChanged 17
		SP:Iteration 8Q (91837.320000 sec): 3 clusters
  Score: Raw -139070.126752 + Penalty 2338.679599 = -136731.447153
  nChanged 14
		SP:Iteration 9Q (91837.350000 sec): 3 clusters
  Score: Raw -139078.462933 + Penalty 2338.679599 = -136739.783335
  nChanged 11
		SP:Iteration 10Q (91837.370000 sec): 3 clusters
  Score: Raw -139086.785342 + Penalty 2338.679599 = -136748.105743
  nChanged 17
		SP:Iteration 11Q (91837.400000 sec): 3 clusters
  Score: Raw -139100.651358 + Penalty 2338.679599 = -136761.971759
  nChanged 17
		SP:Iteration 12Q (91837.430000 sec): 3 clusters
  Score: Raw -139113.818972 + Penalty 2338.679599 = -136775.139374
  nChanged 10
		SP:Iteration 13Q (91837.450000 sec): 3 clusters
  Score: Raw -139120.134914 + Penalty 2338.679599 = -136781.455316
  nChanged 6
		SP:Iteration 14Q (91837.480000 sec): 3 clusters
  Score: Raw -139122.539477 + Penalty 2338.679599 = -136783.859879
  nChanged 5
		SP:Iteration 15Q (91837.510000 sec): 3 clusters
  Score: Raw -139124.627151 + Penalty 2338.679599 = -136785.947553
  nChanged 3
		SP:Iteration 16Q (91837.530000 sec): 3 clusters
  Score: Raw -139125.957843 + Penalty 2338.679599 = -136787.278245
  nChanged 0
		SP:Iteration 17F (91837.560000 sec): 3 clusters
  Score: Raw -139125.957843 + Penalty 2338.679599 = -136787.278245
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91837.630000 sec): 2 clusters
  Score: Raw -358695.254836 + Penalty 1336.077671 = -357359.177165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91837.710000 sec): 3 clusters
  Score: Raw -356874.080468 + Penalty 2672.155342 = -354201.925126
  nChanged 1452
		SP:Iteration 1F (91837.790000 sec): 3 clusters
  Score: Raw -357683.694253 + Penalty 2672.155342 = -355011.538911
  nChanged 280
		SP:Iteration 2F (91837.860000 sec): 3 clusters
  Score: Raw -357842.385098 + Penalty 2672.155342 = -355170.229756
  nChanged 192
		SP:Iteration 3F (91837.930000 sec): 3 clusters
  Score: Raw -357936.746065 + Penalty 2672.155342 = -355264.590723
  nChanged 130
		SP:Iteration 4Q (91838.000000 sec): 3 clusters
  Score: Raw -358012.589837 + Penalty 2672.155342 = -355340.434495
  nChanged 117
		SP:Iteration 5Q (91838.070000 sec): 3 clusters
  Score: Raw -358086.345971 + Penalty 2672.155342 = -355414.190629
  nChanged 108
		SP:Iteration 6Q (91838.150000 sec): 3 clusters
  Score: Raw -358142.405977 + Penalty 2672.155342 = -355470.250635
  nChanged 93
		SP:Iteration 7Q (91838.220000 sec): 3 clusters
  Score: Raw -358197.157244 + Penalty 2672.155342 = -355525.001902
  nChanged 97
		SP:Iteration 8Q (91838.290000 sec): 3 clusters
  Score: Raw -358266.213292 + Penalty 2672.155342 = -355594.057950
  nChanged 123
		SP:Iteration 9Q (91838.360000 sec): 3 clusters
  Score: Raw -358348.077283 + Penalty 2672.155342 = -355675.921941
  nChanged 106
		SP:Iteration 10Q (91838.440000 sec): 3 clusters
  Score: Raw -358409.983701 + Penalty 2672.155342 = -355737.828359
  nChanged 99
		SP:Iteration 11Q (91838.510000 sec): 3 clusters
  Score: Raw -358469.671610 + Penalty 2672.155342 = -355797.516268
  nChanged 93
		SP:Iteration 12Q (91838.580000 sec): 3 clusters
  Score: Raw -358524.661828 + Penalty 2672.155342 = -355852.506486
  nChanged 85
		SP:Iteration 13Q (91838.650000 sec): 3 clusters
  Score: Raw -358589.771727 + Penalty 2672.155342 = -355917.616385
  nChanged 88
		SP:Iteration 14Q (91838.720000 sec): 3 clusters
  Score: Raw -358665.823956 + Penalty 2672.155342 = -355993.668614
  nChanged 83
		SP:Iteration 15Q (91838.790000 sec): 3 clusters
  Score: Raw -358729.905834 + Penalty 2672.155342 = -356057.750492
  nChanged 65
		SP:Iteration 16Q (91838.860000 sec): 3 clusters
  Score: Raw -358777.439401 + Penalty 2672.155342 = -356105.284059
  nChanged 60
		SP:Iteration 17Q (91838.930000 sec): 3 clusters
  Score: Raw -358818.054387 + Penalty 2672.155342 = -356145.899045
  nChanged 42
		SP:Iteration 18Q (91839.000000 sec): 3 clusters
  Score: Raw -358846.856537 + Penalty 2672.155342 = -356174.701195
  nChanged 32
		SP:Iteration 19Q (91839.070000 sec): 3 clusters
  Score: Raw -358865.111160 + Penalty 2672.155342 = -356192.955818
  nChanged 34
		SP:Iteration 20F (91839.140000 sec): 3 clusters
  Score: Raw -358886.948687 + Penalty 2672.155342 = -356214.793345
  nChanged 30
		SP:Iteration 21Q (91839.210000 sec): 3 clusters
  Score: Raw -358902.081054 + Penalty 2672.155342 = -356229.925712
  nChanged 19
		SP:Iteration 22Q (91839.280000 sec): 3 clusters
  Score: Raw -358911.627352 + Penalty 2672.155342 = -356239.472009
  nChanged 21
		SP:Iteration 23Q (91839.350000 sec): 3 clusters
  Score: Raw -358922.473217 + Penalty 2672.155342 = -356250.317875
  nChanged 13
		SP:Iteration 24Q (91839.420000 sec): 3 clusters
  Score: Raw -358928.316786 + Penalty 2672.155342 = -356256.161444
  nChanged 7
		SP:Iteration 25Q (91839.490000 sec): 3 clusters
  Score: Raw -358932.012850 + Penalty 2672.155342 = -356259.857508
  nChanged 6
		SP:Iteration 26Q (91839.560000 sec): 3 clusters
  Score: Raw -358935.129047 + Penalty 2672.155342 = -356262.973705
  nChanged 7
		SP:Iteration 27Q (91839.630000 sec): 3 clusters
  Score: Raw -358938.589515 + Penalty 2672.155342 = -356266.434172
  nChanged 6
		SP:Iteration 28Q (91839.700000 sec): 3 clusters
  Score: Raw -358941.672463 + Penalty 2672.155342 = -356269.517121
  nChanged 3
		SP:Iteration 29Q (91839.770000 sec): 3 clusters
  Score: Raw -358943.426877 + Penalty 2672.155342 = -356271.271535
  nChanged 2
		SP:Iteration 30Q (91839.840000 sec): 3 clusters
  Score: Raw -358944.575254 + Penalty 2672.155342 = -356272.419912
  nChanged 1
		SP:Iteration 31Q (91839.910000 sec): 3 clusters
  Score: Raw -358945.081396 + Penalty 2672.155342 = -356272.926054
  nChanged 0
		SP:Iteration 32F (91839.980000 sec): 3 clusters
  Score: Raw -358945.081396 + Penalty 2672.155342 = -356272.926054
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91840.040000 sec): 2 clusters
  Score: Raw -128490.536570 + Penalty 1179.148301 = -127311.388268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91840.070000 sec): 3 clusters
  Score: Raw -127923.694127 + Penalty 2358.296603 = -125565.397524
  nChanged 488
		SP:Iteration 1F (91840.100000 sec): 3 clusters
  Score: Raw -128273.629173 + Penalty 2358.296603 = -125915.332570
  nChanged 109
		SP:Iteration 2F (91840.120000 sec): 3 clusters
  Score: Raw -128379.812548 + Penalty 2358.296603 = -126021.515945
  nChanged 75
		SP:Iteration 3F (91840.150000 sec): 3 clusters
  Score: Raw -128453.810604 + Penalty 2358.296603 = -126095.514002
  nChanged 49
		SP:Iteration 4Q (91840.180000 sec): 3 clusters
  Score: Raw -128504.395273 + Penalty 2358.296603 = -126146.098670
  nChanged 41
		SP:Iteration 5Q (91840.210000 sec): 3 clusters
  Score: Raw -128546.217374 + Penalty 2358.296603 = -126187.920771
  nChanged 36
		SP:Iteration 6Q (91840.240000 sec): 3 clusters
  Score: Raw -128583.647318 + Penalty 2358.296603 = -126225.350716
  nChanged 25
		SP:Iteration 7Q (91840.260000 sec): 3 clusters
  Score: Raw -128605.477934 + Penalty 2358.296603 = -126247.181331
  nChanged 26
		SP:Iteration 8Q (91840.290000 sec): 3 clusters
  Score: Raw -128623.067579 + Penalty 2358.296603 = -126264.770976
  nChanged 15
		SP:Iteration 9Q (91840.320000 sec): 3 clusters
  Score: Raw -128631.729308 + Penalty 2358.296603 = -126273.432706
  nChanged 7
		SP:Iteration 10Q (91840.350000 sec): 3 clusters
  Score: Raw -128636.280522 + Penalty 2358.296603 = -126277.983919
  nChanged 6
		SP:Iteration 11Q (91840.380000 sec): 3 clusters
  Score: Raw -128641.477882 + Penalty 2358.296603 = -126283.181279
  nChanged 8
		SP:Iteration 12Q (91840.400000 sec): 3 clusters
  Score: Raw -128645.666255 + Penalty 2358.296603 = -126287.369652
  nChanged 5
		SP:Iteration 13Q (91840.430000 sec): 3 clusters
  Score: Raw -128649.030670 + Penalty 2358.296603 = -126290.734067
  nChanged 7
		SP:Iteration 14Q (91840.460000 sec): 3 clusters
  Score: Raw -128651.810680 + Penalty 2358.296603 = -126293.514078
  nChanged 4
		SP:Iteration 15Q (91840.490000 sec): 3 clusters
  Score: Raw -128656.858276 + Penalty 2358.296603 = -126298.561673
  nChanged 4
		SP:Iteration 16Q (91840.520000 sec): 3 clusters
  Score: Raw -128659.013609 + Penalty 2358.296603 = -126300.717006
  nChanged 0
		SP:Iteration 17F (91840.540000 sec): 3 clusters
  Score: Raw -128659.013609 + Penalty 2358.296603 = -126300.717006
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91840.600000 sec): 2 clusters
  Score: Raw -39176.692486 + Penalty 985.742565 = -38190.949921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91840.600000 sec): 3 clusters
  Score: Raw -39222.546087 + Penalty 1971.485129 = -37251.060957
  nChanged 97
		SP:Iteration 1F (91840.620000 sec): 3 clusters
  Score: Raw -39372.177095 + Penalty 1971.485129 = -37400.691966
  nChanged 27
		SP:Iteration 2F (91840.620000 sec): 3 clusters
  Score: Raw -39439.436079 + Penalty 1971.485129 = -37467.950950
  nChanged 25
		SP:Iteration 3F (91840.630000 sec): 3 clusters
  Score: Raw -39536.538915 + Penalty 1971.485129 = -37565.053786
  nChanged 24
		SP:Iteration 4F (91840.640000 sec): 3 clusters
  Score: Raw -39599.441332 + Penalty 1971.485129 = -37627.956203
  nChanged 19
		SP:Iteration 5Q (91840.650000 sec): 3 clusters
  Score: Raw -39644.077144 + Penalty 1971.485129 = -37672.592015
  nChanged 15
		SP:Iteration 6Q (91840.660000 sec): 3 clusters
  Score: Raw -39674.727765 + Penalty 1971.485129 = -37703.242636
  nChanged 9
		SP:Iteration 7Q (91840.670000 sec): 3 clusters
  Score: Raw -39701.031196 + Penalty 1971.485129 = -37729.546067
  nChanged 3
		SP:Iteration 8Q (91840.680000 sec): 3 clusters
  Score: Raw -39704.778771 + Penalty 1971.485129 = -37733.293642
  nChanged 1
		SP:Iteration 9Q (91840.690000 sec): 3 clusters
  Score: Raw -39706.461360 + Penalty 1971.485129 = -37734.976230
  nChanged 0
		SP:Iteration 10F (91840.700000 sec): 3 clusters
  Score: Raw -39706.461360 + Penalty 1971.485129 = -37734.976230
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91840.780000 sec): 2 clusters
  Score: Raw -527699.966939 + Penalty 1400.503884 = -526299.463054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91840.890000 sec): 3 clusters
  Score: Raw -524792.535508 + Penalty 2801.007769 = -521991.527740
  nChanged 2293
		SP:Iteration 1F (91840.990000 sec): 3 clusters
  Score: Raw -526142.146165 + Penalty 2801.007769 = -523341.138396
  nChanged 459
		SP:Iteration 2F (91841.090000 sec): 3 clusters
  Score: Raw -526441.850175 + Penalty 2801.007769 = -523640.842406
  nChanged 355
		SP:Iteration 3F (91841.190000 sec): 3 clusters
  Score: Raw -526686.430850 + Penalty 2801.007769 = -523885.423081
  nChanged 309
		SP:Iteration 4F (91841.280000 sec): 3 clusters
  Score: Raw -526888.023476 + Penalty 2801.007769 = -524087.015707
  nChanged 264
		SP:Iteration 5Q (91841.390000 sec): 3 clusters
  Score: Raw -527067.210756 + Penalty 2801.007769 = -524266.202987
  nChanged 231
		SP:Iteration 6Q (91841.490000 sec): 3 clusters
  Score: Raw -527227.937300 + Penalty 2801.007769 = -524426.929531
  nChanged 204
		SP:Iteration 7Q (91841.590000 sec): 3 clusters
  Score: Raw -527365.358412 + Penalty 2801.007769 = -524564.350643
  nChanged 196
		SP:Iteration 8Q (91841.690000 sec): 3 clusters
  Score: Raw -527480.955344 + Penalty 2801.007769 = -524679.947575
  nChanged 144
		SP:Iteration 9Q (91841.790000 sec): 3 clusters
  Score: Raw -527579.483700 + Penalty 2801.007769 = -524778.475931
  nChanged 132
		SP:Iteration 10Q (91841.890000 sec): 3 clusters
  Score: Raw -527675.187231 + Penalty 2801.007769 = -524874.179462
  nChanged 119
		SP:Iteration 11Q (91841.990000 sec): 3 clusters
  Score: Raw -527750.757633 + Penalty 2801.007769 = -524949.749864
  nChanged 106
		SP:Iteration 12Q (91842.100000 sec): 3 clusters
  Score: Raw -527814.213465 + Penalty 2801.007769 = -525013.205696
  nChanged 89
		SP:Iteration 13Q (91842.200000 sec): 3 clusters
  Score: Raw -527871.328638 + Penalty 2801.007769 = -525070.320869
  nChanged 87
		SP:Iteration 14Q (91842.300000 sec): 3 clusters
  Score: Raw -527919.591859 + Penalty 2801.007769 = -525118.584090
  nChanged 71
		SP:Iteration 15Q (91842.390000 sec): 3 clusters
  Score: Raw -527948.570261 + Penalty 2801.007769 = -525147.562492
  nChanged 40
		SP:Iteration 16Q (91842.490000 sec): 3 clusters
  Score: Raw -527961.284637 + Penalty 2801.007769 = -525160.276868
  nChanged 25
		SP:Iteration 17Q (91842.590000 sec): 3 clusters
  Score: Raw -527968.686787 + Penalty 2801.007769 = -525167.679018
  nChanged 26
		SP:Iteration 18Q (91842.690000 sec): 3 clusters
  Score: Raw -527974.941731 + Penalty 2801.007769 = -525173.933962
  nChanged 20
		SP:Iteration 19Q (91842.790000 sec): 3 clusters
  Score: Raw -527980.978889 + Penalty 2801.007769 = -525179.971120
  nChanged 23
		SP:Iteration 20F (91842.890000 sec): 3 clusters
  Score: Raw -527987.436798 + Penalty 2801.007769 = -525186.429029
  nChanged 17
		SP:Iteration 21Q (91842.980000 sec): 3 clusters
  Score: Raw -527993.204294 + Penalty 2801.007769 = -525192.196525
  nChanged 24
		SP:Iteration 22Q (91843.080000 sec): 3 clusters
  Score: Raw -527999.696702 + Penalty 2801.007769 = -525198.688933
  nChanged 21
		SP:Iteration 23Q (91843.180000 sec): 3 clusters
  Score: Raw -528004.598226 + Penalty 2801.007769 = -525203.590457
  nChanged 12
		SP:Iteration 24Q (91843.290000 sec): 3 clusters
  Score: Raw -528008.320268 + Penalty 2801.007769 = -525207.312499
  nChanged 11
		SP:Iteration 25Q (91843.380000 sec): 3 clusters
  Score: Raw -528010.692534 + Penalty 2801.007769 = -525209.684765
  nChanged 8
		SP:Iteration 26Q (91843.480000 sec): 3 clusters
  Score: Raw -528012.680649 + Penalty 2801.007769 = -525211.672881
  nChanged 9
		SP:Iteration 27Q (91843.570000 sec): 3 clusters
  Score: Raw -528015.141562 + Penalty 2801.007769 = -525214.133793
  nChanged 11
		SP:Iteration 28Q (91843.670000 sec): 3 clusters
  Score: Raw -528018.871647 + Penalty 2801.007769 = -525217.863878
  nChanged 14
		SP:Iteration 29Q (91843.770000 sec): 3 clusters
  Score: Raw -528022.064073 + Penalty 2801.007769 = -525221.056304
  nChanged 9
		SP:Iteration 30Q (91843.870000 sec): 3 clusters
  Score: Raw -528024.686594 + Penalty 2801.007769 = -525223.678825
  nChanged 9
		SP:Iteration 31Q (91843.970000 sec): 3 clusters
  Score: Raw -528027.031146 + Penalty 2801.007769 = -525226.023377
  nChanged 9
		SP:Iteration 32Q (91844.060000 sec): 3 clusters
  Score: Raw -528028.672975 + Penalty 2801.007769 = -525227.665207
  nChanged 9
		SP:Iteration 33Q (91844.160000 sec): 3 clusters
  Score: Raw -528030.949524 + Penalty 2801.007769 = -525229.941755
  nChanged 8
		SP:Iteration 34Q (91844.260000 sec): 3 clusters
  Score: Raw -528032.672449 + Penalty 2801.007769 = -525231.664680
  nChanged 6
		SP:Iteration 35Q (91844.360000 sec): 3 clusters
  Score: Raw -528034.137475 + Penalty 2801.007769 = -525233.129706
  nChanged 9
		SP:Iteration 36Q (91844.450000 sec): 3 clusters
  Score: Raw -528035.788496 + Penalty 2801.007769 = -525234.780727
  nChanged 7
		SP:Iteration 37Q (91844.550000 sec): 3 clusters
  Score: Raw -528038.389054 + Penalty 2801.007769 = -525237.381285
  nChanged 7
		SP:Iteration 38Q (91844.650000 sec): 3 clusters
  Score: Raw -528039.951307 + Penalty 2801.007769 = -525238.943538
  nChanged 5
		SP:Iteration 39Q (91844.750000 sec): 3 clusters
  Score: Raw -528040.961881 + Penalty 2801.007769 = -525239.954112
  nChanged 8
		SP:Iteration 40F (91844.850000 sec): 3 clusters
  Score: Raw -528043.702399 + Penalty 2801.007769 = -525242.694630
  nChanged 11
		SP:Iteration 41Q (91844.940000 sec): 3 clusters
  Score: Raw -528048.291244 + Penalty 2801.007769 = -525247.283475
  nChanged 11
		SP:Iteration 42Q (91845.040000 sec): 3 clusters
  Score: Raw -528052.767511 + Penalty 2801.007769 = -525251.759742
  nChanged 9
		SP:Iteration 43Q (91845.140000 sec): 3 clusters
  Score: Raw -528056.474797 + Penalty 2801.007769 = -525255.467028
  nChanged 14
		SP:Iteration 44Q (91845.230000 sec): 3 clusters
  Score: Raw -528060.619829 + Penalty 2801.007769 = -525259.612060
  nChanged 9
		SP:Iteration 45Q (91845.330000 sec): 3 clusters
  Score: Raw -528066.121492 + Penalty 2801.007769 = -525265.113723
  nChanged 9
		SP:Iteration 46Q (91845.430000 sec): 3 clusters
  Score: Raw -528071.443093 + Penalty 2801.007769 = -525270.435324
  nChanged 15
		SP:Iteration 47Q (91845.530000 sec): 3 clusters
  Score: Raw -528078.768960 + Penalty 2801.007769 = -525277.761191
  nChanged 15
		SP:Iteration 48Q (91845.630000 sec): 3 clusters
  Score: Raw -528086.649157 + Penalty 2801.007769 = -525285.641388
  nChanged 15
		SP:Iteration 49Q (91845.720000 sec): 3 clusters
  Score: Raw -528095.070765 + Penalty 2801.007769 = -525294.062996
  nChanged 12
		SP:Iteration 50Q (91845.820000 sec): 3 clusters
  Score: Raw -528100.205884 + Penalty 2801.007769 = -525299.198115
  nChanged 14
		SP:Iteration 51Q (91845.910000 sec): 3 clusters
  Score: Raw -528104.104677 + Penalty 2801.007769 = -525303.096908
  nChanged 13
		SP:Iteration 52Q (91846.010000 sec): 3 clusters
  Score: Raw -528107.302460 + Penalty 2801.007769 = -525306.294691
  nChanged 9
		SP:Iteration 53Q (91846.110000 sec): 3 clusters
  Score: Raw -528111.432953 + Penalty 2801.007769 = -525310.425184
  nChanged 7
		SP:Iteration 54Q (91846.200000 sec): 3 clusters
  Score: Raw -528114.122821 + Penalty 2801.007769 = -525313.115052
  nChanged 8
		SP:Iteration 55Q (91846.300000 sec): 3 clusters
  Score: Raw -528117.574942 + Penalty 2801.007769 = -525316.567173
  nChanged 7
		SP:Iteration 56Q (91846.390000 sec): 3 clusters
  Score: Raw -528118.806629 + Penalty 2801.007769 = -525317.798860
  nChanged 4
		SP:Iteration 57Q (91846.490000 sec): 3 clusters
  Score: Raw -528119.657217 + Penalty 2801.007769 = -525318.649448
  nChanged 5
		SP:Iteration 58Q (91846.590000 sec): 3 clusters
  Score: Raw -528121.979711 + Penalty 2801.007769 = -525320.971942
  nChanged 4
		SP:Iteration 59Q (91846.680000 sec): 3 clusters
  Score: Raw -528123.049325 + Penalty 2801.007769 = -525322.041556
  nChanged 6
		SP:Iteration 60F (91846.780000 sec): 3 clusters
  Score: Raw -528125.036670 + Penalty 2801.007769 = -525324.028901
  nChanged 3
		SP:Iteration 61Q (91846.880000 sec): 3 clusters
  Score: Raw -528126.739922 + Penalty 2801.007769 = -525325.732153
  nChanged 7
		SP:Iteration 62Q (91846.970000 sec): 3 clusters
  Score: Raw -528127.637258 + Penalty 2801.007769 = -525326.629489
  nChanged 0
		SP:Iteration 63F (91847.070000 sec): 3 clusters
  Score: Raw -528127.637258 + Penalty 2801.007769 = -525326.629489
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91847.140000 sec): 2 clusters
  Score: Raw -271710.268602 + Penalty 1295.301435 = -270414.967167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91847.200000 sec): 3 clusters
  Score: Raw -270369.434772 + Penalty 2590.602870 = -267778.831902
  nChanged 1110
		SP:Iteration 1F (91847.260000 sec): 3 clusters
  Score: Raw -271077.254363 + Penalty 2590.602870 = -268486.651493
  nChanged 239
		SP:Iteration 2F (91847.310000 sec): 3 clusters
  Score: Raw -271253.500685 + Penalty 2590.602870 = -268662.897815
  nChanged 166
		SP:Iteration 3F (91847.370000 sec): 3 clusters
  Score: Raw -271374.812985 + Penalty 2590.602870 = -268784.210115
  nChanged 120
		SP:Iteration 4Q (91847.430000 sec): 3 clusters
  Score: Raw -271461.348629 + Penalty 2590.602870 = -268870.745759
  nChanged 91
		SP:Iteration 5Q (91847.480000 sec): 3 clusters
  Score: Raw -271514.028995 + Penalty 2590.602870 = -268923.426125
  nChanged 70
		SP:Iteration 6Q (91847.540000 sec): 3 clusters
  Score: Raw -271552.228976 + Penalty 2590.602870 = -268961.626106
  nChanged 63
		SP:Iteration 7Q (91847.590000 sec): 3 clusters
  Score: Raw -271579.229180 + Penalty 2590.602870 = -268988.626310
  nChanged 46
		SP:Iteration 8Q (91847.650000 sec): 3 clusters
  Score: Raw -271599.495727 + Penalty 2590.602870 = -269008.892858
  nChanged 38
		SP:Iteration 9Q (91847.710000 sec): 3 clusters
  Score: Raw -271614.893976 + Penalty 2590.602870 = -269024.291106
  nChanged 29
		SP:Iteration 10Q (91847.760000 sec): 3 clusters
  Score: Raw -271628.635836 + Penalty 2590.602870 = -269038.032966
  nChanged 39
		SP:Iteration 11Q (91847.820000 sec): 3 clusters
  Score: Raw -271646.476303 + Penalty 2590.602870 = -269055.873433
  nChanged 46
		SP:Iteration 12Q (91847.870000 sec): 3 clusters
  Score: Raw -271670.893358 + Penalty 2590.602870 = -269080.290488
  nChanged 47
		SP:Iteration 13Q (91847.930000 sec): 3 clusters
  Score: Raw -271695.438469 + Penalty 2590.602870 = -269104.835599
  nChanged 40
		SP:Iteration 14Q (91847.990000 sec): 3 clusters
  Score: Raw -271714.265426 + Penalty 2590.602870 = -269123.662557
  nChanged 36
		SP:Iteration 15Q (91848.040000 sec): 3 clusters
  Score: Raw -271735.939985 + Penalty 2590.602870 = -269145.337115
  nChanged 41
		SP:Iteration 16Q (91848.100000 sec): 3 clusters
  Score: Raw -271758.626587 + Penalty 2590.602870 = -269168.023717
  nChanged 35
		SP:Iteration 17Q (91848.150000 sec): 3 clusters
  Score: Raw -271774.611053 + Penalty 2590.602870 = -269184.008183
  nChanged 24
		SP:Iteration 18Q (91848.210000 sec): 3 clusters
  Score: Raw -271784.778763 + Penalty 2590.602870 = -269194.175893
  nChanged 24
		SP:Iteration 19Q (91848.270000 sec): 3 clusters
  Score: Raw -271793.988270 + Penalty 2590.602870 = -269203.385400
  nChanged 19
		SP:Iteration 20F (91848.330000 sec): 3 clusters
  Score: Raw -271801.746521 + Penalty 2590.602870 = -269211.143651
  nChanged 19
		SP:Iteration 21Q (91848.380000 sec): 3 clusters
  Score: Raw -271812.215553 + Penalty 2590.602870 = -269221.612683
  nChanged 24
		SP:Iteration 22Q (91848.440000 sec): 3 clusters
  Score: Raw -271824.045043 + Penalty 2590.602870 = -269233.442173
  nChanged 24
		SP:Iteration 23Q (91848.500000 sec): 3 clusters
  Score: Raw -271832.386123 + Penalty 2590.602870 = -269241.783253
  nChanged 15
		SP:Iteration 24Q (91848.550000 sec): 3 clusters
  Score: Raw -271838.924406 + Penalty 2590.602870 = -269248.321536
  nChanged 18
		SP:Iteration 25Q (91848.610000 sec): 3 clusters
  Score: Raw -271847.082765 + Penalty 2590.602870 = -269256.479895
  nChanged 14
		SP:Iteration 26Q (91848.660000 sec): 3 clusters
  Score: Raw -271852.540067 + Penalty 2590.602870 = -269261.937197
  nChanged 16
		SP:Iteration 27Q (91848.720000 sec): 3 clusters
  Score: Raw -271860.878689 + Penalty 2590.602870 = -269270.275819
  nChanged 12
		SP:Iteration 28Q (91848.780000 sec): 3 clusters
  Score: Raw -271865.514425 + Penalty 2590.602870 = -269274.911555
  nChanged 10
		SP:Iteration 29Q (91848.830000 sec): 3 clusters
  Score: Raw -271868.526363 + Penalty 2590.602870 = -269277.923493
  nChanged 11
		SP:Iteration 30Q (91848.890000 sec): 3 clusters
  Score: Raw -271876.122903 + Penalty 2590.602870 = -269285.520033
  nChanged 17
		SP:Iteration 31Q (91848.940000 sec): 3 clusters
  Score: Raw -271883.437847 + Penalty 2590.602870 = -269292.834977
  nChanged 16
		SP:Iteration 32Q (91849.000000 sec): 3 clusters
  Score: Raw -271892.697649 + Penalty 2590.602870 = -269302.094779
  nChanged 18
		SP:Iteration 33Q (91849.050000 sec): 3 clusters
  Score: Raw -271900.441042 + Penalty 2590.602870 = -269309.838172
  nChanged 14
		SP:Iteration 34Q (91849.110000 sec): 3 clusters
  Score: Raw -271907.146039 + Penalty 2590.602870 = -269316.543170
  nChanged 18
		SP:Iteration 35Q (91849.160000 sec): 3 clusters
  Score: Raw -271916.093944 + Penalty 2590.602870 = -269325.491074
  nChanged 17
		SP:Iteration 36Q (91849.220000 sec): 3 clusters
  Score: Raw -271922.455050 + Penalty 2590.602870 = -269331.852180
  nChanged 18
		SP:Iteration 37Q (91849.280000 sec): 3 clusters
  Score: Raw -271929.391470 + Penalty 2590.602870 = -269338.788600
  nChanged 13
		SP:Iteration 38Q (91849.330000 sec): 3 clusters
  Score: Raw -271934.382986 + Penalty 2590.602870 = -269343.780116
  nChanged 9
		SP:Iteration 39Q (91849.390000 sec): 3 clusters
  Score: Raw -271937.259563 + Penalty 2590.602870 = -269346.656693
  nChanged 9
		SP:Iteration 40F (91849.440000 sec): 3 clusters
  Score: Raw -271939.830669 + Penalty 2590.602870 = -269349.227799
  nChanged 4
		SP:Iteration 41Q (91849.500000 sec): 3 clusters
  Score: Raw -271940.797967 + Penalty 2590.602870 = -269350.195097
  nChanged 4
		SP:Iteration 42Q (91849.560000 sec): 3 clusters
  Score: Raw -271941.689030 + Penalty 2590.602870 = -269351.086161
  nChanged 4
		SP:Iteration 43Q (91849.610000 sec): 3 clusters
  Score: Raw -271943.015372 + Penalty 2590.602870 = -269352.412502
  nChanged 7
		SP:Iteration 44Q (91849.660000 sec): 3 clusters
  Score: Raw -271947.300924 + Penalty 2590.602870 = -269356.698054
  nChanged 8
		SP:Iteration 45Q (91849.720000 sec): 3 clusters
  Score: Raw -271950.533887 + Penalty 2590.602870 = -269359.931017
  nChanged 9
		SP:Iteration 46Q (91849.780000 sec): 3 clusters
  Score: Raw -271954.546702 + Penalty 2590.602870 = -269363.943832
  nChanged 15
		SP:Iteration 47Q (91849.830000 sec): 3 clusters
  Score: Raw -271961.478733 + Penalty 2590.602870 = -269370.875863
  nChanged 21
		SP:Iteration 48Q (91849.890000 sec): 3 clusters
  Score: Raw -271973.005611 + Penalty 2590.602870 = -269382.402741
  nChanged 21
		SP:Iteration 49Q (91849.940000 sec): 3 clusters
  Score: Raw -271982.467711 + Penalty 2590.602870 = -269391.864841
  nChanged 17
		SP:Iteration 50Q (91850.000000 sec): 3 clusters
  Score: Raw -271994.219175 + Penalty 2590.602870 = -269403.616305
  nChanged 25
		SP:Iteration 51Q (91850.050000 sec): 3 clusters
  Score: Raw -272011.665192 + Penalty 2590.602870 = -269421.062322
  nChanged 22
		SP:Iteration 52Q (91850.110000 sec): 3 clusters
  Score: Raw -272024.519561 + Penalty 2590.602870 = -269433.916691
  nChanged 22
		SP:Iteration 53Q (91850.160000 sec): 3 clusters
  Score: Raw -272039.757640 + Penalty 2590.602870 = -269449.154770
  nChanged 25
		SP:Iteration 54Q (91850.220000 sec): 3 clusters
  Score: Raw -272055.949896 + Penalty 2590.602870 = -269465.347026
  nChanged 25
		SP:Iteration 55Q (91850.280000 sec): 3 clusters
  Score: Raw -272070.314857 + Penalty 2590.602870 = -269479.711987
  nChanged 15
		SP:Iteration 56Q (91850.330000 sec): 3 clusters
  Score: Raw -272076.514949 + Penalty 2590.602870 = -269485.912079
  nChanged 15
		SP:Iteration 57Q (91850.380000 sec): 3 clusters
  Score: Raw -272081.822897 + Penalty 2590.602870 = -269491.220027
  nChanged 5
		SP:Iteration 58Q (91850.440000 sec): 3 clusters
  Score: Raw -272084.285968 + Penalty 2590.602870 = -269493.683098
  nChanged 4
		SP:Iteration 59Q (91850.500000 sec): 3 clusters
  Score: Raw -272085.949924 + Penalty 2590.602870 = -269495.347054
  nChanged 6
		SP:Iteration 60F (91850.550000 sec): 3 clusters
  Score: Raw -272089.642593 + Penalty 2590.602870 = -269499.039723
  nChanged 8
		SP:Iteration 61Q (91850.610000 sec): 3 clusters
  Score: Raw -272092.994182 + Penalty 2590.602870 = -269502.391312
  nChanged 7
		SP:Iteration 62Q (91850.660000 sec): 3 clusters
  Score: Raw -272096.424964 + Penalty 2590.602870 = -269505.822094
  nChanged 6
		SP:Iteration 63Q (91850.720000 sec): 3 clusters
  Score: Raw -272099.449793 + Penalty 2590.602870 = -269508.846923
  nChanged 6
		SP:Iteration 64Q (91850.770000 sec): 3 clusters
  Score: Raw -272100.475574 + Penalty 2590.602870 = -269509.872704
  nChanged 1
		SP:Iteration 65Q (91850.820000 sec): 3 clusters
  Score: Raw -272100.658890 + Penalty 2590.602870 = -269510.056021
  nChanged 1
		SP:Iteration 66Q (91850.880000 sec): 3 clusters
  Score: Raw -272100.980290 + Penalty 2590.602870 = -269510.377420
  nChanged 1
		SP:Iteration 67Q (91850.940000 sec): 3 clusters
  Score: Raw -272101.217849 + Penalty 2590.602870 = -269510.614979
  nChanged 2
		SP:Iteration 68Q (91850.990000 sec): 3 clusters
  Score: Raw -272102.319117 + Penalty 2590.602870 = -269511.716247
  nChanged 4
		SP:Iteration 69Q (91851.050000 sec): 3 clusters
  Score: Raw -272103.561510 + Penalty 2590.602870 = -269512.958640
  nChanged 2
		SP:Iteration 70Q (91851.100000 sec): 3 clusters
  Score: Raw -272104.148352 + Penalty 2590.602870 = -269513.545482
  nChanged 1
		SP:Iteration 71Q (91851.160000 sec): 3 clusters
  Score: Raw -272104.329555 + Penalty 2590.602870 = -269513.726685
  nChanged 0
		SP:Iteration 72F (91851.220000 sec): 3 clusters
  Score: Raw -272104.329555 + Penalty 2590.602870 = -269513.726685
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 74 (2777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91851.280000 sec): 2 clusters
  Score: Raw -296589.414470 + Penalty 1288.483054 = -295300.931416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91851.340000 sec): 3 clusters
  Score: Raw -295311.299680 + Penalty 2576.966108 = -292734.333571
  nChanged 1029
		SP:Iteration 1F (91851.390000 sec): 3 clusters
  Score: Raw -295941.079546 + Penalty 2576.966108 = -293364.113438
  nChanged 213
		SP:Iteration 2F (91851.450000 sec): 3 clusters
  Score: Raw -296085.719276 + Penalty 2576.966108 = -293508.753167
  nChanged 139
		SP:Iteration 3F (91851.500000 sec): 3 clusters
  Score: Raw -296158.301232 + Penalty 2576.966108 = -293581.335124
  nChanged 77
		SP:Iteration 4Q (91851.550000 sec): 3 clusters
  Score: Raw -296191.313293 + Penalty 2576.966108 = -293614.347185
  nChanged 52
		SP:Iteration 5Q (91851.610000 sec): 3 clusters
  Score: Raw -296212.992299 + Penalty 2576.966108 = -293636.026191
  nChanged 42
		SP:Iteration 6Q (91851.660000 sec): 3 clusters
  Score: Raw -296230.291182 + Penalty 2576.966108 = -293653.325073
  nChanged 37
		SP:Iteration 7Q (91851.720000 sec): 3 clusters
  Score: Raw -296246.791565 + Penalty 2576.966108 = -293669.825457
  nChanged 35
		SP:Iteration 8Q (91851.770000 sec): 3 clusters
  Score: Raw -296262.209219 + Penalty 2576.966108 = -293685.243110
  nChanged 23
		SP:Iteration 9Q (91851.820000 sec): 3 clusters
  Score: Raw -296271.488009 + Penalty 2576.966108 = -293694.521900
  nChanged 20
		SP:Iteration 10Q (91851.880000 sec): 3 clusters
  Score: Raw -296278.540657 + Penalty 2576.966108 = -293701.574549
  nChanged 15
		SP:Iteration 11Q (91851.930000 sec): 3 clusters
  Score: Raw -296283.408969 + Penalty 2576.966108 = -293706.442860
  nChanged 19
		SP:Iteration 12Q (91851.980000 sec): 3 clusters
  Score: Raw -296290.976912 + Penalty 2576.966108 = -293714.010804
  nChanged 18
		SP:Iteration 13Q (91852.040000 sec): 3 clusters
  Score: Raw -296296.360665 + Penalty 2576.966108 = -293719.394556
  nChanged 18
		SP:Iteration 14Q (91852.090000 sec): 3 clusters
  Score: Raw -296303.051496 + Penalty 2576.966108 = -293726.085388
  nChanged 15
		SP:Iteration 15Q (91852.150000 sec): 3 clusters
  Score: Raw -296308.113878 + Penalty 2576.966108 = -293731.147769
  nChanged 14
		SP:Iteration 16Q (91852.200000 sec): 3 clusters
  Score: Raw -296311.912603 + Penalty 2576.966108 = -293734.946494
  nChanged 8
		SP:Iteration 17Q (91852.260000 sec): 3 clusters
  Score: Raw -296315.006998 + Penalty 2576.966108 = -293738.040890
  nChanged 8
		SP:Iteration 18Q (91852.310000 sec): 3 clusters
  Score: Raw -296317.379909 + Penalty 2576.966108 = -293740.413800
  nChanged 8
		SP:Iteration 19Q (91852.360000 sec): 3 clusters
  Score: Raw -296319.959286 + Penalty 2576.966108 = -293742.993178
  nChanged 6
		SP:Iteration 20F (91852.420000 sec): 3 clusters
  Score: Raw -296320.866155 + Penalty 2576.966108 = -293743.900047
  nChanged 8
		SP:Iteration 21Q (91852.470000 sec): 3 clusters
  Score: Raw -296322.407778 + Penalty 2576.966108 = -293745.441670
  nChanged 6
		SP:Iteration 22Q (91852.520000 sec): 3 clusters
  Score: Raw -296323.471699 + Penalty 2576.966108 = -293746.505590
  nChanged 3
		SP:Iteration 23Q (91852.580000 sec): 3 clusters
  Score: Raw -296324.450117 + Penalty 2576.966108 = -293747.484008
  nChanged 5
		SP:Iteration 24Q (91852.630000 sec): 3 clusters
  Score: Raw -296325.389754 + Penalty 2576.966108 = -293748.423645
  nChanged 6
		SP:Iteration 25Q (91852.680000 sec): 3 clusters
  Score: Raw -296326.734930 + Penalty 2576.966108 = -293749.768822
  nChanged 7
		SP:Iteration 26Q (91852.740000 sec): 3 clusters
  Score: Raw -296328.075499 + Penalty 2576.966108 = -293751.109391
  nChanged 4
		SP:Iteration 27Q (91852.790000 sec): 3 clusters
  Score: Raw -296329.241643 + Penalty 2576.966108 = -293752.275535
  nChanged 5
		SP:Iteration 28Q (91852.850000 sec): 3 clusters
  Score: Raw -296330.200611 + Penalty 2576.966108 = -293753.234503
  nChanged 4
		SP:Iteration 29Q (91852.900000 sec): 3 clusters
  Score: Raw -296331.549657 + Penalty 2576.966108 = -293754.583548
  nChanged 5
		SP:Iteration 30Q (91852.960000 sec): 3 clusters
  Score: Raw -296333.306005 + Penalty 2576.966108 = -293756.339896
  nChanged 6
		SP:Iteration 31Q (91853.010000 sec): 3 clusters
  Score: Raw -296335.239278 + Penalty 2576.966108 = -293758.273169
  nChanged 8
		SP:Iteration 32Q (91853.060000 sec): 3 clusters
  Score: Raw -296337.635792 + Penalty 2576.966108 = -293760.669684
  nChanged 17
		SP:Iteration 33Q (91853.120000 sec): 3 clusters
  Score: Raw -296343.378063 + Penalty 2576.966108 = -293766.411955
  nChanged 14
		SP:Iteration 34Q (91853.170000 sec): 3 clusters
  Score: Raw -296347.394441 + Penalty 2576.966108 = -293770.428333
  nChanged 13
		SP:Iteration 35Q (91853.220000 sec): 3 clusters
  Score: Raw -296350.335432 + Penalty 2576.966108 = -293773.369324
  nChanged 16
		SP:Iteration 36Q (91853.280000 sec): 3 clusters
  Score: Raw -296354.751765 + Penalty 2576.966108 = -293777.785656
  nChanged 12
		SP:Iteration 37Q (91853.330000 sec): 3 clusters
  Score: Raw -296358.294331 + Penalty 2576.966108 = -293781.328223
  nChanged 10
		SP:Iteration 38Q (91853.380000 sec): 3 clusters
  Score: Raw -296362.437122 + Penalty 2576.966108 = -293785.471013
  nChanged 21
		SP:Iteration 39Q (91853.430000 sec): 3 clusters
  Score: Raw -296369.982115 + Penalty 2576.966108 = -293793.016007
  nChanged 25
		SP:Iteration 40F (91853.480000 sec): 3 clusters
  Score: Raw -296380.828569 + Penalty 2576.966108 = -293803.862461
  nChanged 28
		SP:Iteration 41Q (91853.540000 sec): 3 clusters
  Score: Raw -296392.346591 + Penalty 2576.966108 = -293815.380483
  nChanged 24
		SP:Iteration 42Q (91853.590000 sec): 3 clusters
  Score: Raw -296400.795682 + Penalty 2576.966108 = -293823.829574
  nChanged 29
		SP:Iteration 43Q (91853.640000 sec): 3 clusters
  Score: Raw -296410.763069 + Penalty 2576.966108 = -293833.796961
  nChanged 27
		SP:Iteration 44Q (91853.700000 sec): 3 clusters
  Score: Raw -296424.290516 + Penalty 2576.966108 = -293847.324408
  nChanged 30
		SP:Iteration 45Q (91853.750000 sec): 3 clusters
  Score: Raw -296435.078313 + Penalty 2576.966108 = -293858.112204
  nChanged 25
		SP:Iteration 46Q (91853.810000 sec): 3 clusters
  Score: Raw -296442.993242 + Penalty 2576.966108 = -293866.027133
  nChanged 15
		SP:Iteration 47Q (91853.860000 sec): 3 clusters
  Score: Raw -296448.603013 + Penalty 2576.966108 = -293871.636904
  nChanged 17
		SP:Iteration 48Q (91853.910000 sec): 3 clusters
  Score: Raw -296455.100257 + Penalty 2576.966108 = -293878.134149
  nChanged 15
		SP:Iteration 49Q (91853.970000 sec): 3 clusters
  Score: Raw -296461.263789 + Penalty 2576.966108 = -293884.297680
  nChanged 10
		SP:Iteration 50Q (91854.020000 sec): 3 clusters
  Score: Raw -296464.810504 + Penalty 2576.966108 = -293887.844396
  nChanged 13
		SP:Iteration 51Q (91854.070000 sec): 3 clusters
  Score: Raw -296470.236461 + Penalty 2576.966108 = -293893.270353
  nChanged 17
		SP:Iteration 52Q (91854.130000 sec): 3 clusters
  Score: Raw -296476.911045 + Penalty 2576.966108 = -293899.944937
  nChanged 11
		SP:Iteration 53Q (91854.180000 sec): 3 clusters
  Score: Raw -296481.078529 + Penalty 2576.966108 = -293904.112421
  nChanged 10
		SP:Iteration 54Q (91854.230000 sec): 3 clusters
  Score: Raw -296486.652194 + Penalty 2576.966108 = -293909.686086
  nChanged 11
		SP:Iteration 55Q (91854.290000 sec): 3 clusters
  Score: Raw -296490.561781 + Penalty 2576.966108 = -293913.595672
  nChanged 12
		SP:Iteration 56Q (91854.340000 sec): 3 clusters
  Score: Raw -296496.447739 + Penalty 2576.966108 = -293919.481630
  nChanged 12
		SP:Iteration 57Q (91854.390000 sec): 3 clusters
  Score: Raw -296501.479926 + Penalty 2576.966108 = -293924.513818
  nChanged 11
		SP:Iteration 58Q (91854.450000 sec): 3 clusters
  Score: Raw -296506.178330 + Penalty 2576.966108 = -293929.212222
  nChanged 8
		SP:Iteration 59Q (91854.500000 sec): 3 clusters
  Score: Raw -296510.250302 + Penalty 2576.966108 = -293933.284194
  nChanged 10
		SP:Iteration 60F (91854.550000 sec): 3 clusters
  Score: Raw -296513.454018 + Penalty 2576.966108 = -293936.487909
  nChanged 11
		SP:Iteration 61Q (91854.600000 sec): 3 clusters
  Score: Raw -296519.622246 + Penalty 2576.966108 = -293942.656138
  nChanged 8
		SP:Iteration 62Q (91854.660000 sec): 3 clusters
  Score: Raw -296524.524490 + Penalty 2576.966108 = -293947.558381
  nChanged 12
		SP:Iteration 63Q (91854.710000 sec): 3 clusters
  Score: Raw -296529.606014 + Penalty 2576.966108 = -293952.639905
  nChanged 10
		SP:Iteration 64Q (91854.760000 sec): 3 clusters
  Score: Raw -296534.437202 + Penalty 2576.966108 = -293957.471094
  nChanged 6
		SP:Iteration 65Q (91854.820000 sec): 3 clusters
  Score: Raw -296537.704947 + Penalty 2576.966108 = -293960.738839
  nChanged 7
		SP:Iteration 66Q (91854.870000 sec): 3 clusters
  Score: Raw -296540.302532 + Penalty 2576.966108 = -293963.336424
  nChanged 4
		SP:Iteration 67Q (91854.920000 sec): 3 clusters
  Score: Raw -296541.666571 + Penalty 2576.966108 = -293964.700463
  nChanged 3
		SP:Iteration 68Q (91854.980000 sec): 3 clusters
  Score: Raw -296543.392604 + Penalty 2576.966108 = -293966.426496
  nChanged 7
		SP:Iteration 69Q (91855.030000 sec): 3 clusters
  Score: Raw -296545.573029 + Penalty 2576.966108 = -293968.606921
  nChanged 6
		SP:Iteration 70Q (91855.080000 sec): 3 clusters
  Score: Raw -296548.825167 + Penalty 2576.966108 = -293971.859059
  nChanged 4
		SP:Iteration 71Q (91855.140000 sec): 3 clusters
  Score: Raw -296550.607863 + Penalty 2576.966108 = -293973.641755
  nChanged 5
		SP:Iteration 72Q (91855.190000 sec): 3 clusters
  Score: Raw -296553.032268 + Penalty 2576.966108 = -293976.066159
  nChanged 5
		SP:Iteration 73Q (91855.240000 sec): 3 clusters
  Score: Raw -296555.509353 + Penalty 2576.966108 = -293978.543244
  nChanged 6
		SP:Iteration 74Q (91855.300000 sec): 3 clusters
  Score: Raw -296557.942704 + Penalty 2576.966108 = -293980.976596
  nChanged 13
		SP:Iteration 75Q (91855.350000 sec): 3 clusters
  Score: Raw -296563.773190 + Penalty 2576.966108 = -293986.807082
  nChanged 11
		SP:Iteration 76Q (91855.400000 sec): 3 clusters
  Score: Raw -296568.351034 + Penalty 2576.966108 = -293991.384925
  nChanged 8
		SP:Iteration 77Q (91855.460000 sec): 3 clusters
  Score: Raw -296571.597229 + Penalty 2576.966108 = -293994.631121
  nChanged 6
		SP:Iteration 78Q (91855.510000 sec): 3 clusters
  Score: Raw -296575.258333 + Penalty 2576.966108 = -293998.292225
  nChanged 5
		SP:Iteration 79Q (91855.560000 sec): 3 clusters
  Score: Raw -296577.669586 + Penalty 2576.966108 = -294000.703477
  nChanged 3
		SP:Iteration 80F (91855.610000 sec): 3 clusters
  Score: Raw -296578.942095 + Penalty 2576.966108 = -294001.975987
  nChanged 3
		SP:Iteration 81Q (91855.660000 sec): 3 clusters
  Score: Raw -296579.921359 + Penalty 2576.966108 = -294002.955251
  nChanged 3
		SP:Iteration 82Q (91855.720000 sec): 3 clusters
  Score: Raw -296581.535741 + Penalty 2576.966108 = -294004.569632
  nChanged 3
		SP:Iteration 83Q (91855.770000 sec): 3 clusters
  Score: Raw -296583.318187 + Penalty 2576.966108 = -294006.352079
  nChanged 3
		SP:Iteration 84Q (91855.820000 sec): 3 clusters
  Score: Raw -296584.806897 + Penalty 2576.966108 = -294007.840789
  nChanged 4
		SP:Iteration 85Q (91855.880000 sec): 3 clusters
  Score: Raw -296585.806233 + Penalty 2576.966108 = -294008.840125
  nChanged 2
		SP:Iteration 86Q (91855.930000 sec): 3 clusters
  Score: Raw -296586.393991 + Penalty 2576.966108 = -294009.427883
  nChanged 0
		SP:Iteration 87F (91855.980000 sec): 3 clusters
  Score: Raw -296586.393991 + Penalty 2576.966108 = -294009.427883
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 75 (106417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91856.680000 sec): 2 clusters
  Score: Raw -11269172.551945 + Penalty 1880.957100 = -11267291.594845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91857.700000 sec): 3 clusters
  Score: Raw -11199914.226627 + Penalty 3761.914201 = -11196152.312426
  nChanged 51035
		SP:Iteration 1F (91858.700000 sec): 3 clusters
  Score: Raw -11229585.063990 + Penalty 3761.914201 = -11225823.149790
  nChanged 3646
		SP:Iteration 2Q (91859.770000 sec): 3 clusters
  Score: Raw -11230600.894973 + Penalty 3761.914201 = -11226838.980772
  nChanged 4165
		SP:Iteration 3Q (91860.850000 sec): 3 clusters
  Score: Raw -11232045.029171 + Penalty 3761.914201 = -11228283.114970
  nChanged 5027
		SP:Iteration 4Q (91861.940000 sec): 3 clusters
  Score: Raw -11234235.115709 + Penalty 3761.914201 = -11230473.201509
  nChanged 6049
		SP:Iteration 5F (91862.920000 sec): 3 clusters
  Score: Raw -11237478.117017 + Penalty 3761.914201 = -11233716.202816
  nChanged 6894
		SP:Iteration 6F (91863.890000 sec): 3 clusters
  Score: Raw -11241789.545850 + Penalty 3761.914201 = -11238027.631649
  nChanged 6920
		SP:Iteration 7F (91864.900000 sec): 3 clusters
  Score: Raw -11246344.942454 + Penalty 3761.914201 = -11242583.028253
  nChanged 6212
		SP:Iteration 8F (91865.870000 sec): 3 clusters
  Score: Raw -11250651.013676 + Penalty 3761.914201 = -11246889.099475
  nChanged 5279
		SP:Iteration 9Q (91866.890000 sec): 3 clusters
  Score: Raw -11254454.732968 + Penalty 3761.914201 = -11250692.818767
  nChanged 4270
		SP:Iteration 10Q (91867.920000 sec): 3 clusters
  Score: Raw -11257544.526633 + Penalty 3761.914201 = -11253782.612432
  nChanged 3341
		SP:Iteration 11Q (91868.930000 sec): 3 clusters
  Score: Raw -11259709.092000 + Penalty 3761.914201 = -11255947.177799
  nChanged 2484
		SP:Iteration 12Q (91869.880000 sec): 3 clusters
  Score: Raw -11261069.869472 + Penalty 3761.914201 = -11257307.955272
  nChanged 1910
		SP:Iteration 13Q (91870.810000 sec): 3 clusters
  Score: Raw -11261963.679525 + Penalty 3761.914201 = -11258201.765324
  nChanged 1523
		SP:Iteration 14Q (91871.720000 sec): 3 clusters
  Score: Raw -11262604.623359 + Penalty 3761.914201 = -11258842.709159
  nChanged 1353
		SP:Iteration 15Q (91872.620000 sec): 3 clusters
  Score: Raw -11263153.351096 + Penalty 3761.914201 = -11259391.436895
  nChanged 1308
		SP:Iteration 16Q (91873.550000 sec): 3 clusters
  Score: Raw -11263719.902837 + Penalty 3761.914201 = -11259957.988636
  nChanged 1275
		SP:Iteration 17Q (91874.470000 sec): 3 clusters
  Score: Raw -11264300.456496 + Penalty 3761.914201 = -11260538.542295
  nChanged 1231
		SP:Iteration 18Q (91875.380000 sec): 3 clusters
  Score: Raw -11264869.652691 + Penalty 3761.914201 = -11261107.738490
  nChanged 1169
		SP:Iteration 19Q (91876.320000 sec): 3 clusters
  Score: Raw -11265393.630899 + Penalty 3761.914201 = -11261631.716698
  nChanged 1113
		SP:Iteration 20F (91877.330000 sec): 3 clusters
  Score: Raw -11265906.331866 + Penalty 3761.914201 = -11262144.417666
  nChanged 1008
		SP:Iteration 21Q (91878.230000 sec): 3 clusters
  Score: Raw -11266334.811509 + Penalty 3761.914201 = -11262572.897308
  nChanged 932
		SP:Iteration 22Q (91879.150000 sec): 3 clusters
  Score: Raw -11266721.003844 + Penalty 3761.914201 = -11262959.089644
  nChanged 854
		SP:Iteration 23Q (91880.070000 sec): 3 clusters
  Score: Raw -11267071.890166 + Penalty 3761.914201 = -11263309.975965
  nChanged 816
		SP:Iteration 24Q (91881.000000 sec): 3 clusters
  Score: Raw -11267413.726289 + Penalty 3761.914201 = -11263651.812088
  nChanged 743
		SP:Iteration 25Q (91881.870000 sec): 3 clusters
  Score: Raw -11267717.862111 + Penalty 3761.914201 = -11263955.947910
  nChanged 639
		SP:Iteration 26Q (91882.770000 sec): 3 clusters
  Score: Raw -11267973.413118 + Penalty 3761.914201 = -11264211.498917
  nChanged 565
		SP:Iteration 27Q (91883.700000 sec): 3 clusters
  Score: Raw -11268203.131631 + Penalty 3761.914201 = -11264441.217430
  nChanged 497
		SP:Iteration 28Q (91884.570000 sec): 3 clusters
  Score: Raw -11268404.338388 + Penalty 3761.914201 = -11264642.424187
  nChanged 437
		SP:Iteration 29Q (91885.450000 sec): 3 clusters
  Score: Raw -11268577.253484 + Penalty 3761.914201 = -11264815.339283
  nChanged 371
		SP:Iteration 30Q (91886.300000 sec): 3 clusters
  Score: Raw -11268722.711615 + Penalty 3761.914201 = -11264960.797415
  nChanged 297
		SP:Iteration 31Q (91887.190000 sec): 3 clusters
  Score: Raw -11268833.709571 + Penalty 3761.914201 = -11265071.795370
  nChanged 242
		SP:Iteration 32Q (91888.050000 sec): 3 clusters
  Score: Raw -11268927.728262 + Penalty 3761.914201 = -11265165.814061
  nChanged 210
		SP:Iteration 33Q (91888.940000 sec): 3 clusters
  Score: Raw -11269019.631749 + Penalty 3761.914201 = -11265257.717549
  nChanged 187
		SP:Iteration 34Q (91889.790000 sec): 3 clusters
  Score: Raw -11269096.010026 + Penalty 3761.914201 = -11265334.095825
  nChanged 162
		SP:Iteration 35Q (91890.730000 sec): 3 clusters
  Score: Raw -11269162.855024 + Penalty 3761.914201 = -11265400.940823
  nChanged 128
		SP:Iteration 36Q (91891.620000 sec): 3 clusters
  Score: Raw -11269215.430682 + Penalty 3761.914201 = -11265453.516481
  nChanged 114
		SP:Iteration 37Q (91892.470000 sec): 3 clusters
  Score: Raw -11269266.342089 + Penalty 3761.914201 = -11265504.427888
  nChanged 83
		SP:Iteration 38Q (91893.320000 sec): 3 clusters
  Score: Raw -11269299.834552 + Penalty 3761.914201 = -11265537.920351
  nChanged 60
		SP:Iteration 39Q (91894.210000 sec): 3 clusters
  Score: Raw -11269319.816841 + Penalty 3761.914201 = -11265557.902640
  nChanged 48
		SP:Iteration 40F (91895.160000 sec): 3 clusters
  Score: Raw -11269335.830147 + Penalty 3761.914201 = -11265573.915946
  nChanged 48
		SP:Iteration 41Q (91896.000000 sec): 3 clusters
  Score: Raw -11269356.345944 + Penalty 3761.914201 = -11265594.431744
  nChanged 46
		SP:Iteration 42Q (91896.900000 sec): 3 clusters
  Score: Raw -11269376.839813 + Penalty 3761.914201 = -11265614.925612
  nChanged 40
		SP:Iteration 43Q (91897.750000 sec): 3 clusters
  Score: Raw -11269393.468887 + Penalty 3761.914201 = -11265631.554686
  nChanged 32
		SP:Iteration 44Q (91898.650000 sec): 3 clusters
  Score: Raw -11269405.952614 + Penalty 3761.914201 = -11265644.038413
  nChanged 33
		SP:Iteration 45Q (91899.490000 sec): 3 clusters
  Score: Raw -11269420.264177 + Penalty 3761.914201 = -11265658.349977
  nChanged 30
		SP:Iteration 46Q (91900.390000 sec): 3 clusters
  Score: Raw -11269434.873691 + Penalty 3761.914201 = -11265672.959491
  nChanged 29
		SP:Iteration 47Q (91901.240000 sec): 3 clusters
  Score: Raw -11269446.938551 + Penalty 3761.914201 = -11265685.024350
  nChanged 21
		SP:Iteration 48Q (91902.090000 sec): 3 clusters
  Score: Raw -11269457.818046 + Penalty 3761.914201 = -11265695.903845
  nChanged 28
		SP:Iteration 49Q (91902.990000 sec): 3 clusters
  Score: Raw -11269469.337333 + Penalty 3761.914201 = -11265707.423132
  nChanged 23
		SP:Iteration 50Q (91903.830000 sec): 3 clusters
  Score: Raw -11269477.477091 + Penalty 3761.914201 = -11265715.562890
  nChanged 14
		SP:Iteration 51Q (91904.730000 sec): 3 clusters
  Score: Raw -11269481.819011 + Penalty 3761.914201 = -11265719.904810
  nChanged 10
		SP:Iteration 52Q (91905.580000 sec): 3 clusters
  Score: Raw -11269485.201688 + Penalty 3761.914201 = -11265723.287487
  nChanged 9
		SP:Iteration 53Q (91906.470000 sec): 3 clusters
  Score: Raw -11269488.278091 + Penalty 3761.914201 = -11265726.363891
  nChanged 7
		SP:Iteration 54Q (91907.320000 sec): 3 clusters
  Score: Raw -11269490.021901 + Penalty 3761.914201 = -11265728.107700
  nChanged 11
		SP:Iteration 55Q (91908.230000 sec): 3 clusters
  Score: Raw -11269494.311060 + Penalty 3761.914201 = -11265732.396859
  nChanged 10
		SP:Iteration 56Q (91909.080000 sec): 3 clusters
  Score: Raw -11269497.950532 + Penalty 3761.914201 = -11265736.036331
  nChanged 8
		SP:Iteration 57Q (91909.970000 sec): 3 clusters
  Score: Raw -11269501.004425 + Penalty 3761.914201 = -11265739.090225
  nChanged 6
		SP:Iteration 58Q (91910.840000 sec): 3 clusters
  Score: Raw -11269502.713016 + Penalty 3761.914201 = -11265740.798816
  nChanged 2
		SP:Iteration 59Q (91911.740000 sec): 3 clusters
  Score: Raw -11269503.332495 + Penalty 3761.914201 = -11265741.418294
  nChanged 3
		SP:Iteration 60F (91912.670000 sec): 3 clusters
  Score: Raw -11269503.951223 + Penalty 3761.914201 = -11265742.037023
  nChanged 4
		SP:Iteration 61Q (91913.550000 sec): 3 clusters
  Score: Raw -11269505.037675 + Penalty 3761.914201 = -11265743.123475
  nChanged 4
		SP:Iteration 62Q (91914.450000 sec): 3 clusters
  Score: Raw -11269506.192044 + Penalty 3761.914201 = -11265744.277843
  nChanged 3
		SP:Iteration 63Q (91915.290000 sec): 3 clusters
  Score: Raw -11269506.821870 + Penalty 3761.914201 = -11265744.907669
  nChanged 1
		SP:Iteration 64Q (91916.160000 sec): 3 clusters
  Score: Raw -11269506.958935 + Penalty 3761.914201 = -11265745.044734
  nChanged 0
		SP:Iteration 65F (91917.120000 sec): 3 clusters
  Score: Raw -11269506.958935 + Penalty 3761.914201 = -11265745.044734
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 76 (2236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91917.170000 sec): 2 clusters
  Score: Raw -228284.074902 + Penalty 1253.272123 = -227030.802779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91917.230000 sec): 3 clusters
  Score: Raw -227281.480990 + Penalty 2506.544246 = -224774.936744
  nChanged 772
		SP:Iteration 1F (91917.270000 sec): 3 clusters
  Score: Raw -227801.810074 + Penalty 2506.544246 = -225295.265828
  nChanged 196
		SP:Iteration 2F (91917.310000 sec): 3 clusters
  Score: Raw -227925.802120 + Penalty 2506.544246 = -225419.257874
  nChanged 97
		SP:Iteration 3Q (91917.350000 sec): 3 clusters
  Score: Raw -227980.510980 + Penalty 2506.544246 = -225473.966734
  nChanged 62
		SP:Iteration 4Q (91917.400000 sec): 3 clusters
  Score: Raw -228012.319474 + Penalty 2506.544246 = -225505.775228
  nChanged 39
		SP:Iteration 5Q (91917.440000 sec): 3 clusters
  Score: Raw -228033.553393 + Penalty 2506.544246 = -225527.009147
  nChanged 38
		SP:Iteration 6Q (91917.490000 sec): 3 clusters
  Score: Raw -228054.745796 + Penalty 2506.544246 = -225548.201550
  nChanged 32
		SP:Iteration 7Q (91917.530000 sec): 3 clusters
  Score: Raw -228069.369047 + Penalty 2506.544246 = -225562.824801
  nChanged 22
		SP:Iteration 8Q (91917.570000 sec): 3 clusters
  Score: Raw -228081.244891 + Penalty 2506.544246 = -225574.700645
  nChanged 25
		SP:Iteration 9Q (91917.620000 sec): 3 clusters
  Score: Raw -228094.379583 + Penalty 2506.544246 = -225587.835337
  nChanged 26
		SP:Iteration 10Q (91917.660000 sec): 3 clusters
  Score: Raw -228106.192377 + Penalty 2506.544246 = -225599.648131
  nChanged 22
		SP:Iteration 11Q (91917.710000 sec): 3 clusters
  Score: Raw -228117.328386 + Penalty 2506.544246 = -225610.784140
  nChanged 20
		SP:Iteration 12Q (91917.750000 sec): 3 clusters
  Score: Raw -228127.470016 + Penalty 2506.544246 = -225620.925770
  nChanged 27
		SP:Iteration 13Q (91917.800000 sec): 3 clusters
  Score: Raw -228147.754276 + Penalty 2506.544246 = -225641.210030
  nChanged 29
		SP:Iteration 14Q (91917.840000 sec): 3 clusters
  Score: Raw -228169.286106 + Penalty 2506.544246 = -225662.741860
  nChanged 30
		SP:Iteration 15Q (91917.890000 sec): 3 clusters
  Score: Raw -228183.697128 + Penalty 2506.544246 = -225677.152882
  nChanged 12
		SP:Iteration 16Q (91917.930000 sec): 3 clusters
  Score: Raw -228189.399656 + Penalty 2506.544246 = -225682.855410
  nChanged 16
		SP:Iteration 17Q (91917.970000 sec): 3 clusters
  Score: Raw -228196.511193 + Penalty 2506.544246 = -225689.966947
  nChanged 12
		SP:Iteration 18Q (91918.020000 sec): 3 clusters
  Score: Raw -228202.467772 + Penalty 2506.544246 = -225695.923526
  nChanged 13
		SP:Iteration 19Q (91918.060000 sec): 3 clusters
  Score: Raw -228209.669347 + Penalty 2506.544246 = -225703.125101
  nChanged 21
		SP:Iteration 20F (91918.110000 sec): 3 clusters
  Score: Raw -228218.778930 + Penalty 2506.544246 = -225712.234684
  nChanged 28
		SP:Iteration 21Q (91918.150000 sec): 3 clusters
  Score: Raw -228235.505462 + Penalty 2506.544246 = -225728.961216
  nChanged 32
		SP:Iteration 22Q (91918.190000 sec): 3 clusters
  Score: Raw -228254.944691 + Penalty 2506.544246 = -225748.400445
  nChanged 26
		SP:Iteration 23Q (91918.240000 sec): 3 clusters
  Score: Raw -228268.275618 + Penalty 2506.544246 = -225761.731372
  nChanged 25
		SP:Iteration 24Q (91918.280000 sec): 3 clusters
  Score: Raw -228280.137698 + Penalty 2506.544246 = -225773.593451
  nChanged 26
		SP:Iteration 25Q (91918.330000 sec): 3 clusters
  Score: Raw -228293.882438 + Penalty 2506.544246 = -225787.338192
  nChanged 22
		SP:Iteration 26Q (91918.370000 sec): 3 clusters
  Score: Raw -228307.783484 + Penalty 2506.544246 = -225801.239238
  nChanged 25
		SP:Iteration 27Q (91918.420000 sec): 3 clusters
  Score: Raw -228319.338329 + Penalty 2506.544246 = -225812.794083
  nChanged 17
		SP:Iteration 28Q (91918.460000 sec): 3 clusters
  Score: Raw -228327.332026 + Penalty 2506.544246 = -225820.787779
  nChanged 20
		SP:Iteration 29Q (91918.510000 sec): 3 clusters
  Score: Raw -228342.210973 + Penalty 2506.544246 = -225835.666727
  nChanged 28
		SP:Iteration 30Q (91918.550000 sec): 3 clusters
  Score: Raw -228360.140856 + Penalty 2506.544246 = -225853.596610
  nChanged 25
		SP:Iteration 31Q (91918.590000 sec): 3 clusters
  Score: Raw -228373.812165 + Penalty 2506.544246 = -225867.267919
  nChanged 19
		SP:Iteration 32Q (91918.640000 sec): 3 clusters
  Score: Raw -228385.933741 + Penalty 2506.544246 = -225879.389495
  nChanged 19
		SP:Iteration 33Q (91918.680000 sec): 3 clusters
  Score: Raw -228396.108973 + Penalty 2506.544246 = -225889.564727
  nChanged 21
		SP:Iteration 34Q (91918.730000 sec): 3 clusters
  Score: Raw -228406.767428 + Penalty 2506.544246 = -225900.223182
  nChanged 19
		SP:Iteration 35Q (91918.770000 sec): 3 clusters
  Score: Raw -228418.630695 + Penalty 2506.544246 = -225912.086449
  nChanged 15
		SP:Iteration 36Q (91918.810000 sec): 3 clusters
  Score: Raw -228426.342503 + Penalty 2506.544246 = -225919.798257
  nChanged 19
		SP:Iteration 37Q (91918.860000 sec): 3 clusters
  Score: Raw -228440.021662 + Penalty 2506.544246 = -225933.477416
  nChanged 22
		SP:Iteration 38Q (91918.900000 sec): 3 clusters
  Score: Raw -228454.718003 + Penalty 2506.544246 = -225948.173756
  nChanged 16
		SP:Iteration 39Q (91918.950000 sec): 3 clusters
  Score: Raw -228467.644503 + Penalty 2506.544246 = -225961.100257
  nChanged 17
		SP:Iteration 40F (91918.990000 sec): 3 clusters
  Score: Raw -228477.716200 + Penalty 2506.544246 = -225971.171954
  nChanged 17
		SP:Iteration 41Q (91919.030000 sec): 3 clusters
  Score: Raw -228487.375179 + Penalty 2506.544246 = -225980.830933
  nChanged 20
		SP:Iteration 42Q (91919.070000 sec): 3 clusters
  Score: Raw -228498.125805 + Penalty 2506.544246 = -225991.581559
  nChanged 14
		SP:Iteration 43Q (91919.120000 sec): 3 clusters
  Score: Raw -228507.816162 + Penalty 2506.544246 = -226001.271916
  nChanged 15
		SP:Iteration 44Q (91919.160000 sec): 3 clusters
  Score: Raw -228516.680906 + Penalty 2506.544246 = -226010.136660
  nChanged 12
		SP:Iteration 45Q (91919.210000 sec): 3 clusters
  Score: Raw -228523.253186 + Penalty 2506.544246 = -226016.708940
  nChanged 9
		SP:Iteration 46Q (91919.250000 sec): 3 clusters
  Score: Raw -228529.680098 + Penalty 2506.544246 = -226023.135852
  nChanged 9
		SP:Iteration 47Q (91919.290000 sec): 3 clusters
  Score: Raw -228535.305796 + Penalty 2506.544246 = -226028.761550
  nChanged 10
		SP:Iteration 48Q (91919.340000 sec): 3 clusters
  Score: Raw -228540.228353 + Penalty 2506.544246 = -226033.684107
  nChanged 3
		SP:Iteration 49Q (91919.380000 sec): 3 clusters
  Score: Raw -228542.035429 + Penalty 2506.544246 = -226035.491183
  nChanged 3
		SP:Iteration 50Q (91919.430000 sec): 3 clusters
  Score: Raw -228544.157154 + Penalty 2506.544246 = -226037.612908
  nChanged 7
		SP:Iteration 51Q (91919.470000 sec): 3 clusters
  Score: Raw -228548.759838 + Penalty 2506.544246 = -226042.215591
  nChanged 7
		SP:Iteration 52Q (91919.510000 sec): 3 clusters
  Score: Raw -228553.951721 + Penalty 2506.544246 = -226047.407475
  nChanged 7
		SP:Iteration 53Q (91919.560000 sec): 3 clusters
  Score: Raw -228559.358906 + Penalty 2506.544246 = -226052.814660
  nChanged 10
		SP:Iteration 54Q (91919.600000 sec): 3 clusters
  Score: Raw -228566.884771 + Penalty 2506.544246 = -226060.340525
  nChanged 6
		SP:Iteration 55Q (91919.650000 sec): 3 clusters
  Score: Raw -228572.114264 + Penalty 2506.544246 = -226065.570018
  nChanged 8
		SP:Iteration 56Q (91919.690000 sec): 3 clusters
  Score: Raw -228576.131932 + Penalty 2506.544246 = -226069.587685
  nChanged 4
		SP:Iteration 57Q (91919.730000 sec): 3 clusters
  Score: Raw -228577.764713 + Penalty 2506.544246 = -226071.220467
  nChanged 4
		SP:Iteration 58Q (91919.770000 sec): 3 clusters
  Score: Raw -228579.611416 + Penalty 2506.544246 = -226073.067170
  nChanged 1
		SP:Iteration 59Q (91919.820000 sec): 3 clusters
  Score: Raw -228580.377189 + Penalty 2506.544246 = -226073.832943
  nChanged 2
		SP:Iteration 60F (91919.860000 sec): 3 clusters
  Score: Raw -228582.488995 + Penalty 2506.544246 = -226075.944749
  nChanged 3
		SP:Iteration 61Q (91919.910000 sec): 3 clusters
  Score: Raw -228585.515554 + Penalty 2506.544246 = -226078.971308
  nChanged 6
		SP:Iteration 62Q (91919.950000 sec): 3 clusters
  Score: Raw -228591.463264 + Penalty 2506.544246 = -226084.919018
  nChanged 6
		SP:Iteration 63Q (91919.990000 sec): 3 clusters
  Score: Raw -228595.782369 + Penalty 2506.544246 = -226089.238123
  nChanged 7
		SP:Iteration 64Q (91920.030000 sec): 3 clusters
  Score: Raw -228600.164603 + Penalty 2506.544246 = -226093.620357
  nChanged 4
		SP:Iteration 65Q (91920.080000 sec): 3 clusters
  Score: Raw -228601.958562 + Penalty 2506.544246 = -226095.414316
  nChanged 2
		SP:Iteration 66Q (91920.120000 sec): 3 clusters
  Score: Raw -228602.807254 + Penalty 2506.544246 = -226096.263008
  nChanged 0
		SP:Iteration 67F (91920.170000 sec): 3 clusters
  Score: Raw -228602.807254 + Penalty 2506.544246 = -226096.263008
  nChanged 0
Iteration 346F (92243.780000 sec): 78 clusters
  Score: Raw -107692060.975076 + Penalty 174074.127757 = -107517986.847319
  nChanged 928
Iteration 347Q (92476.790000 sec): 78 clusters
  Score: Raw -107692409.808829 + Penalty 174074.127757 = -107518335.681073
  nChanged 614
Iteration 348Q (92709.900000 sec): 78 clusters
  Score: Raw -107692542.715112 + Penalty 174074.127757 = -107518468.587356
  nChanged 537
Iteration 349Q (92942.460000 sec): 78 clusters
  Score: Raw -107692631.142536 + Penalty 174074.127757 = -107518557.014779
  nChanged 470
Iteration 350Q (93175.000000 sec): 78 clusters
  Score: Raw -107692690.611259 + Penalty 174074.127757 = -107518616.483503
  nChanged 400
Iteration 351Q (93408.590000 sec): 78 clusters
  Score: Raw -107692734.887136 + Penalty 174074.127757 = -107518660.759379
  nChanged 337
Iteration 352Q (93641.720000 sec): 78 clusters
  Score: Raw -107692772.194648 + Penalty 174074.127757 = -107518698.066891
  nChanged 300
Iteration 353Q (93874.880000 sec): 78 clusters
  Score: Raw -107692803.544082 + Penalty 174074.127757 = -107518729.416325
  nChanged 265
Iteration 354Q (94107.090000 sec): 78 clusters
  Score: Raw -107692828.920156 + Penalty 174074.127757 = -107518754.792399
  nChanged 231
Iteration 355Q (94340.150000 sec): 78 clusters
  Score: Raw -107692852.558215 + Penalty 174074.127757 = -107518778.430458
  nChanged 236
Iteration 356Q (94572.210000 sec): 78 clusters
  Score: Raw -107692876.413904 + Penalty 174074.127757 = -107518802.286147
  nChanged 185
Iteration 357Q (94804.380000 sec): 78 clusters
  Score: Raw -107692894.935210 + Penalty 174074.127757 = -107518820.807453
  nChanged 186
Iteration 358Q (95037.110000 sec): 78 clusters
  Score: Raw -107692911.151631 + Penalty 174074.127757 = -107518837.023874
  nChanged 177
Iteration 359Q (95270.270000 sec): 78 clusters
  Score: Raw -107692927.305271 + Penalty 174074.127757 = -107518853.177514
  nChanged 162
Iteration 360F (95593.600000 sec): 78 clusters
  Score: Raw -107692941.000089 + Penalty 174074.127757 = -107518866.872332
  nChanged 149
Iteration 361Q (95826.580000 sec): 78 clusters
  Score: Raw -107692954.036604 + Penalty 174074.127757 = -107518879.908847
  nChanged 139
Iteration 362Q (96059.090000 sec): 78 clusters
  Score: Raw -107692965.265088 + Penalty 174074.127757 = -107518891.137332
  nChanged 133
Iteration 363Q (96292.270000 sec): 78 clusters
  Score: Raw -107692972.456753 + Penalty 174074.127757 = -107518898.328996
  nChanged 110
Iteration 364Q (96525.050000 sec): 78 clusters
  Score: Raw -107692976.689674 + Penalty 174074.127757 = -107518902.561917
  nChanged 96
Iteration 365Q (96757.030000 sec): 78 clusters
  Score: Raw -107692980.594184 + Penalty 174074.127757 = -107518906.466428
  nChanged 83
Iteration 366Q (96989.760000 sec): 78 clusters
  Score: Raw -107692984.089529 + Penalty 174074.127757 = -107518909.961772
  nChanged 76
Iteration 367Q (97222.710000 sec): 78 clusters
  Score: Raw -107692986.866828 + Penalty 174074.127757 = -107518912.739071
  nChanged 75
Iteration 368Q (97455.430000 sec): 78 clusters
  Score: Raw -107692990.635580 + Penalty 174074.127757 = -107518916.507823
  nChanged 72
Iteration 369Q (97688.680000 sec): 78 clusters
  Score: Raw -107692994.315322 + Penalty 174074.127757 = -107518920.187565
  nChanged 77
Iteration 370Q (97920.880000 sec): 78 clusters
  Score: Raw -107692997.127430 + Penalty 174074.127757 = -107518922.999673
  nChanged 88
Iteration 371Q (98154.600000 sec): 78 clusters
  Score: Raw -107693000.053772 + Penalty 174074.127757 = -107518925.926016
  nChanged 69
Iteration 372Q (98386.710000 sec): 78 clusters
  Score: Raw -107693002.302440 + Penalty 174074.127757 = -107518928.174683
  nChanged 72
Iteration 373Q (98619.240000 sec): 78 clusters
  Score: Raw -107693004.341969 + Penalty 174074.127757 = -107518930.214212
  nChanged 64
Iteration 374Q (98851.800000 sec): 78 clusters
  Score: Raw -107693006.268119 + Penalty 174074.127757 = -107518932.140362
  nChanged 60
Iteration 375Q (99084.790000 sec): 78 clusters
  Score: Raw -107693007.762661 + Penalty 174074.127757 = -107518933.634904
  nChanged 53
Iteration 376Q (99318.110000 sec): 78 clusters
  Score: Raw -107693009.183945 + Penalty 174074.127757 = -107518935.056188
  nChanged 58
Iteration 377Q (99551.290000 sec): 78 clusters
  Score: Raw -107693010.287302 + Penalty 174074.127757 = -107518936.159545
  nChanged 48
Iteration 378Q (99784.080000 sec): 78 clusters
  Score: Raw -107693011.381114 + Penalty 174074.127757 = -107518937.253358
  nChanged 38
Writing temp clu file 
Because OldScore, -107518936.159545, is greater than current (better) Score,-107518937.253358 
 Compute initial score before splitting:   Score: Raw -107693011.381114 + Penalty 174074.127757 = -107518937.253358
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (131389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99785.050000 sec): 2 clusters
  Score: Raw -12605541.865564 + Penalty 1915.211621 = -12603626.653943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99786.220000 sec): 3 clusters
  Score: Raw -12519370.636080 + Penalty 3830.423242 = -12515540.212839
  nChanged 63200
		SP:Iteration 1F (99787.440000 sec): 3 clusters
  Score: Raw -12557633.263262 + Penalty 3830.423242 = -12553802.840020
  nChanged 5126
		SP:Iteration 2Q (99788.720000 sec): 3 clusters
  Score: Raw -12559241.912417 + Penalty 3830.423242 = -12555411.489175
  nChanged 5588
		SP:Iteration 3Q (99789.990000 sec): 3 clusters
  Score: Raw -12561319.987182 + Penalty 3830.423242 = -12557489.563940
  nChanged 6250
		SP:Iteration 4Q (99791.270000 sec): 3 clusters
  Score: Raw -12564061.314708 + Penalty 3830.423242 = -12560230.891466
  nChanged 6811
		SP:Iteration 5F (99792.450000 sec): 3 clusters
  Score: Raw -12567577.402678 + Penalty 3830.423242 = -12563746.979436
  nChanged 7429
		SP:Iteration 6F (99793.680000 sec): 3 clusters
  Score: Raw -12571846.806995 + Penalty 3830.423242 = -12568016.383753
  nChanged 7618
		SP:Iteration 7F (99794.860000 sec): 3 clusters
  Score: Raw -12576518.063760 + Penalty 3830.423242 = -12572687.640518
  nChanged 7372
		SP:Iteration 8F (99796.100000 sec): 3 clusters
  Score: Raw -12581166.585968 + Penalty 3830.423242 = -12577336.162726
  nChanged 6767
		SP:Iteration 9F (99797.280000 sec): 3 clusters
  Score: Raw -12585431.042722 + Penalty 3830.423242 = -12581600.619480
  nChanged 5992
		SP:Iteration 10Q (99798.540000 sec): 3 clusters
  Score: Raw -12589219.274131 + Penalty 3830.423242 = -12585388.850889
  nChanged 5244
		SP:Iteration 11Q (99799.790000 sec): 3 clusters
  Score: Raw -12592403.827633 + Penalty 3830.423242 = -12588573.404391
  nChanged 4456
		SP:Iteration 12Q (99800.960000 sec): 3 clusters
  Score: Raw -12595030.406815 + Penalty 3830.423242 = -12591199.983573
  nChanged 3903
		SP:Iteration 13Q (99802.160000 sec): 3 clusters
  Score: Raw -12597244.019081 + Penalty 3830.423242 = -12593413.595839
  nChanged 3452
		SP:Iteration 14Q (99803.310000 sec): 3 clusters
  Score: Raw -12599180.350375 + Penalty 3830.423242 = -12595349.927133
  nChanged 2957
		SP:Iteration 15Q (99804.460000 sec): 3 clusters
  Score: Raw -12600861.507648 + Penalty 3830.423242 = -12597031.084406
  nChanged 2478
		SP:Iteration 16Q (99805.590000 sec): 3 clusters
  Score: Raw -12602281.717915 + Penalty 3830.423242 = -12598451.294673
  nChanged 2027
		SP:Iteration 17Q (99806.730000 sec): 3 clusters
  Score: Raw -12603429.875307 + Penalty 3830.423242 = -12599599.452065
  nChanged 1607
		SP:Iteration 18Q (99807.870000 sec): 3 clusters
  Score: Raw -12604328.936716 + Penalty 3830.423242 = -12600498.513474
  nChanged 1129
		SP:Iteration 19Q (99808.980000 sec): 3 clusters
  Score: Raw -12604932.243522 + Penalty 3830.423242 = -12601101.820280
  nChanged 788
		SP:Iteration 20F (99810.120000 sec): 3 clusters
  Score: Raw -12605345.616733 + Penalty 3830.423242 = -12601515.193491
  nChanged 526
		SP:Iteration 21Q (99811.180000 sec): 3 clusters
  Score: Raw -12605614.866102 + Penalty 3830.423242 = -12601784.442860
  nChanged 358
		SP:Iteration 22Q (99812.300000 sec): 3 clusters
  Score: Raw -12605787.242339 + Penalty 3830.423242 = -12601956.819097
  nChanged 241
		SP:Iteration 23Q (99813.360000 sec): 3 clusters
  Score: Raw -12605889.994742 + Penalty 3830.423242 = -12602059.571500
  nChanged 178
		SP:Iteration 24Q (99814.480000 sec): 3 clusters
  Score: Raw -12605964.789398 + Penalty 3830.423242 = -12602134.366156
  nChanged 129
		SP:Iteration 25Q (99815.540000 sec): 3 clusters
  Score: Raw -12606014.549266 + Penalty 3830.423242 = -12602184.126024
  nChanged 100
		SP:Iteration 26Q (99816.650000 sec): 3 clusters
  Score: Raw -12606051.194182 + Penalty 3830.423242 = -12602220.770940
  nChanged 73
		SP:Iteration 27Q (99817.710000 sec): 3 clusters
  Score: Raw -12606075.069778 + Penalty 3830.423242 = -12602244.646536
  nChanged 59
		SP:Iteration 28Q (99818.800000 sec): 3 clusters
  Score: Raw -12606095.014076 + Penalty 3830.423242 = -12602264.590834
  nChanged 43
		SP:Iteration 29Q (99819.860000 sec): 3 clusters
  Score: Raw -12606109.440948 + Penalty 3830.423242 = -12602279.017706
  nChanged 42
		SP:Iteration 30Q (99820.970000 sec): 3 clusters
  Score: Raw -12606120.699474 + Penalty 3830.423242 = -12602290.276232
  nChanged 28
		SP:Iteration 31Q (99822.030000 sec): 3 clusters
  Score: Raw -12606127.174727 + Penalty 3830.423242 = -12602296.751485
  nChanged 16
		SP:Iteration 32Q (99823.140000 sec): 3 clusters
  Score: Raw -12606131.140161 + Penalty 3830.423242 = -12602300.716919
  nChanged 8
		SP:Iteration 33Q (99824.210000 sec): 3 clusters
  Score: Raw -12606132.915871 + Penalty 3830.423242 = -12602302.492629
  nChanged 9
		SP:Iteration 34Q (99825.320000 sec): 3 clusters
  Score: Raw -12606135.552108 + Penalty 3830.423242 = -12602305.128866
  nChanged 5
		SP:Iteration 35Q (99826.400000 sec): 3 clusters
  Score: Raw -12606136.713362 + Penalty 3830.423242 = -12602306.290120
  nChanged 5
		SP:Iteration 36Q (99827.470000 sec): 3 clusters
  Score: Raw -12606137.878097 + Penalty 3830.423242 = -12602307.454855
  nChanged 5
		SP:Iteration 37Q (99828.580000 sec): 3 clusters
  Score: Raw -12606139.103635 + Penalty 3830.423242 = -12602308.680393
  nChanged 8
		SP:Iteration 38Q (99829.640000 sec): 3 clusters
  Score: Raw -12606141.490711 + Penalty 3830.423242 = -12602311.067469
  nChanged 7
		SP:Iteration 39Q (99830.750000 sec): 3 clusters
  Score: Raw -12606143.400647 + Penalty 3830.423242 = -12602312.977405
  nChanged 6
		SP:Iteration 40F (99831.890000 sec): 3 clusters
  Score: Raw -12606145.428208 + Penalty 3830.423242 = -12602315.004966
  nChanged 10
		SP:Iteration 41Q (99832.950000 sec): 3 clusters
  Score: Raw -12606148.263392 + Penalty 3830.423242 = -12602317.840150
  nChanged 10
		SP:Iteration 42Q (99834.060000 sec): 3 clusters
  Score: Raw -12606150.793576 + Penalty 3830.423242 = -12602320.370334
  nChanged 2
		SP:Iteration 43Q (99835.120000 sec): 3 clusters
  Score: Raw -12606151.359703 + Penalty 3830.423242 = -12602320.936461
  nChanged 4
		SP:Iteration 44Q (99836.240000 sec): 3 clusters
  Score: Raw -12606152.314938 + Penalty 3830.423242 = -12602321.891696
  nChanged 1
		SP:Iteration 45Q (99837.300000 sec): 3 clusters
  Score: Raw -12606152.465731 + Penalty 3830.423242 = -12602322.042489
  nChanged 3
		SP:Iteration 46Q (99838.410000 sec): 3 clusters
  Score: Raw -12606153.004540 + Penalty 3830.423242 = -12602322.581298
  nChanged 2
		SP:Iteration 47Q (99839.470000 sec): 3 clusters
  Score: Raw -12606153.985941 + Penalty 3830.423242 = -12602323.562699
  nChanged 2
		SP:Iteration 48Q (99840.580000 sec): 3 clusters
  Score: Raw -12606154.683806 + Penalty 3830.423242 = -12602324.260564
  nChanged 4
		SP:Iteration 49Q (99841.640000 sec): 3 clusters
  Score: Raw -12606156.099187 + Penalty 3830.423242 = -12602325.675945
  nChanged 3
		SP:Iteration 50Q (99842.760000 sec): 3 clusters
  Score: Raw -12606156.868723 + Penalty 3830.423242 = -12602326.445481
  nChanged 2
		SP:Iteration 51Q (99843.850000 sec): 3 clusters
  Score: Raw -12606157.039309 + Penalty 3830.423242 = -12602326.616067
  nChanged 2
		SP:Iteration 52Q (99844.910000 sec): 3 clusters
  Score: Raw -12606157.365703 + Penalty 3830.423242 = -12602326.942461
  nChanged 0
		SP:Iteration 53F (99846.110000 sec): 3 clusters
  Score: Raw -12606157.365703 + Penalty 3830.423242 = -12602326.942461
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99846.360000 sec): 2 clusters
  Score: Raw -3813847.894828 + Penalty 1706.274597 = -3812141.620231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99846.770000 sec): 3 clusters
  Score: Raw -3791233.297364 + Penalty 3412.549194 = -3787820.748170
  nChanged 16771
		SP:Iteration 1F (99847.200000 sec): 3 clusters
  Score: Raw -3800377.373663 + Penalty 3412.549194 = -3796964.824469
  nChanged 1334
		SP:Iteration 2Q (99847.650000 sec): 3 clusters
  Score: Raw -3800719.719219 + Penalty 3412.549194 = -3797307.170025
  nChanged 1289
		SP:Iteration 3Q (99848.070000 sec): 3 clusters
  Score: Raw -3801066.026142 + Penalty 3412.549194 = -3797653.476948
  nChanged 1290
		SP:Iteration 4Q (99848.520000 sec): 3 clusters
  Score: Raw -3801456.483139 + Penalty 3412.549194 = -3798043.933945
  nChanged 1376
		SP:Iteration 5Q (99848.950000 sec): 3 clusters
  Score: Raw -3801878.867229 + Penalty 3412.549194 = -3798466.318036
  nChanged 1335
		SP:Iteration 6Q (99849.370000 sec): 3 clusters
  Score: Raw -3802345.641863 + Penalty 3412.549194 = -3798933.092669
  nChanged 1399
		SP:Iteration 7Q (99849.790000 sec): 3 clusters
  Score: Raw -3802907.326617 + Penalty 3412.549194 = -3799494.777423
  nChanged 1613
		SP:Iteration 8Q (99850.240000 sec): 3 clusters
  Score: Raw -3803681.432271 + Penalty 3412.549194 = -3800268.883077
  nChanged 1836
		SP:Iteration 9F (99850.640000 sec): 3 clusters
  Score: Raw -3804739.258601 + Penalty 3412.549194 = -3801326.709407
  nChanged 1950
		SP:Iteration 10F (99851.070000 sec): 3 clusters
  Score: Raw -3805972.572200 + Penalty 3412.549194 = -3802560.023006
  nChanged 1889
		SP:Iteration 11F (99851.500000 sec): 3 clusters
  Score: Raw -3807151.092839 + Penalty 3412.549194 = -3803738.543645
  nChanged 1641
		SP:Iteration 12Q (99851.940000 sec): 3 clusters
  Score: Raw -3807986.331564 + Penalty 3412.549194 = -3804573.782370
  nChanged 1227
		SP:Iteration 13Q (99852.380000 sec): 3 clusters
  Score: Raw -3808478.983170 + Penalty 3412.549194 = -3805066.433977
  nChanged 929
		SP:Iteration 14Q (99852.810000 sec): 3 clusters
  Score: Raw -3808804.788950 + Penalty 3412.549194 = -3805392.239756
  nChanged 732
		SP:Iteration 15Q (99853.220000 sec): 3 clusters
  Score: Raw -3809049.503424 + Penalty 3412.549194 = -3805636.954230
  nChanged 638
		SP:Iteration 16Q (99853.640000 sec): 3 clusters
  Score: Raw -3809257.494329 + Penalty 3412.549194 = -3805844.945135
  nChanged 603
		SP:Iteration 17Q (99854.070000 sec): 3 clusters
  Score: Raw -3809453.564514 + Penalty 3412.549194 = -3806041.015321
  nChanged 600
		SP:Iteration 18Q (99854.490000 sec): 3 clusters
  Score: Raw -3809654.297823 + Penalty 3412.549194 = -3806241.748630
  nChanged 626
		SP:Iteration 19Q (99854.910000 sec): 3 clusters
  Score: Raw -3809884.324374 + Penalty 3412.549194 = -3806471.775181
  nChanged 633
		SP:Iteration 20F (99855.290000 sec): 3 clusters
  Score: Raw -3810131.773912 + Penalty 3412.549194 = -3806719.224719
  nChanged 633
		SP:Iteration 21Q (99855.680000 sec): 3 clusters
  Score: Raw -3810392.096608 + Penalty 3412.549194 = -3806979.547414
  nChanged 637
		SP:Iteration 22Q (99856.070000 sec): 3 clusters
  Score: Raw -3810657.880772 + Penalty 3412.549194 = -3807245.331579
  nChanged 635
		SP:Iteration 23Q (99856.480000 sec): 3 clusters
  Score: Raw -3810938.456595 + Penalty 3412.549194 = -3807525.907401
  nChanged 627
		SP:Iteration 24Q (99856.840000 sec): 3 clusters
  Score: Raw -3811233.968524 + Penalty 3412.549194 = -3807821.419331
  nChanged 634
		SP:Iteration 25Q (99857.220000 sec): 3 clusters
  Score: Raw -3811534.593667 + Penalty 3412.549194 = -3808122.044473
  nChanged 589
		SP:Iteration 26Q (99857.620000 sec): 3 clusters
  Score: Raw -3811830.989350 + Penalty 3412.549194 = -3808418.440156
  nChanged 523
		SP:Iteration 27Q (99857.970000 sec): 3 clusters
  Score: Raw -3812109.044647 + Penalty 3412.549194 = -3808696.495453
  nChanged 480
		SP:Iteration 28Q (99858.370000 sec): 3 clusters
  Score: Raw -3812380.355962 + Penalty 3412.549194 = -3808967.806768
  nChanged 452
		SP:Iteration 29Q (99858.770000 sec): 3 clusters
  Score: Raw -3812646.236139 + Penalty 3412.549194 = -3809233.686946
  nChanged 404
		SP:Iteration 30Q (99859.120000 sec): 3 clusters
  Score: Raw -3812907.828773 + Penalty 3412.549194 = -3809495.279579
  nChanged 383
		SP:Iteration 31Q (99859.490000 sec): 3 clusters
  Score: Raw -3813181.428427 + Penalty 3412.549194 = -3809768.879234
  nChanged 281
		SP:Iteration 32Q (99859.840000 sec): 3 clusters
  Score: Raw -3813402.949707 + Penalty 3412.549194 = -3809990.400513
  nChanged 238
		SP:Iteration 33Q (99860.230000 sec): 3 clusters
  Score: Raw -3813600.493933 + Penalty 3412.549194 = -3810187.944739
  nChanged 189
		SP:Iteration 34Q (99860.580000 sec): 3 clusters
  Score: Raw -3813766.847066 + Penalty 3412.549194 = -3810354.297872
  nChanged 154
		SP:Iteration 35Q (99860.970000 sec): 3 clusters
  Score: Raw -3813856.039360 + Penalty 3412.549194 = -3810443.490166
  nChanged 104
		SP:Iteration 36Q (99861.360000 sec): 3 clusters
  Score: Raw -3813907.302234 + Penalty 3412.549194 = -3810494.753040
  nChanged 78
		SP:Iteration 37Q (99861.710000 sec): 3 clusters
  Score: Raw -3813940.268727 + Penalty 3412.549194 = -3810527.719533
  nChanged 54
		SP:Iteration 38Q (99862.090000 sec): 3 clusters
  Score: Raw -3813960.829161 + Penalty 3412.549194 = -3810548.279968
  nChanged 37
		SP:Iteration 39Q (99862.430000 sec): 3 clusters
  Score: Raw -3813977.974074 + Penalty 3412.549194 = -3810565.424880
  nChanged 40
		SP:Iteration 40F (99862.850000 sec): 3 clusters
  Score: Raw -3813995.394159 + Penalty 3412.549194 = -3810582.844966
  nChanged 29
		SP:Iteration 41Q (99863.190000 sec): 3 clusters
  Score: Raw -3814004.288790 + Penalty 3412.549194 = -3810591.739597
  nChanged 19
		SP:Iteration 42Q (99863.580000 sec): 3 clusters
  Score: Raw -3814013.870317 + Penalty 3412.549194 = -3810601.321123
  nChanged 25
		SP:Iteration 43Q (99863.920000 sec): 3 clusters
  Score: Raw -3814023.682199 + Penalty 3412.549194 = -3810611.133005
  nChanged 18
		SP:Iteration 44Q (99864.300000 sec): 3 clusters
  Score: Raw -3814029.451410 + Penalty 3412.549194 = -3810616.902216
  nChanged 12
		SP:Iteration 45Q (99864.640000 sec): 3 clusters
  Score: Raw -3814033.540918 + Penalty 3412.549194 = -3810620.991724
  nChanged 11
		SP:Iteration 46Q (99865.030000 sec): 3 clusters
  Score: Raw -3814037.580381 + Penalty 3412.549194 = -3810625.031188
  nChanged 12
		SP:Iteration 47Q (99865.420000 sec): 3 clusters
  Score: Raw -3814042.380956 + Penalty 3412.549194 = -3810629.831762
  nChanged 8
		SP:Iteration 48Q (99865.760000 sec): 3 clusters
  Score: Raw -3814046.235990 + Penalty 3412.549194 = -3810633.686796
  nChanged 11
		SP:Iteration 49Q (99866.150000 sec): 3 clusters
  Score: Raw -3814051.121635 + Penalty 3412.549194 = -3810638.572441
  nChanged 10
		SP:Iteration 50Q (99866.490000 sec): 3 clusters
  Score: Raw -3814054.192741 + Penalty 3412.549194 = -3810641.643547
  nChanged 10
		SP:Iteration 51Q (99866.870000 sec): 3 clusters
  Score: Raw -3814057.468956 + Penalty 3412.549194 = -3810644.919762
  nChanged 8
		SP:Iteration 52Q (99867.210000 sec): 3 clusters
  Score: Raw -3814061.066375 + Penalty 3412.549194 = -3810648.517181
  nChanged 15
		SP:Iteration 53Q (99867.580000 sec): 3 clusters
  Score: Raw -3814066.193479 + Penalty 3412.549194 = -3810653.644285
  nChanged 10
		SP:Iteration 54Q (99867.940000 sec): 3 clusters
  Score: Raw -3814069.507002 + Penalty 3412.549194 = -3810656.957808
  nChanged 8
		SP:Iteration 55Q (99868.330000 sec): 3 clusters
  Score: Raw -3814071.837570 + Penalty 3412.549194 = -3810659.288376
  nChanged 4
		SP:Iteration 56Q (99868.670000 sec): 3 clusters
  Score: Raw -3814073.021067 + Penalty 3412.549194 = -3810660.471874
  nChanged 7
		SP:Iteration 57Q (99869.060000 sec): 3 clusters
  Score: Raw -3814074.919551 + Penalty 3412.549194 = -3810662.370358
  nChanged 6
		SP:Iteration 58Q (99869.400000 sec): 3 clusters
  Score: Raw -3814077.062304 + Penalty 3412.549194 = -3810664.513111
  nChanged 5
		SP:Iteration 59Q (99869.790000 sec): 3 clusters
  Score: Raw -3814079.058383 + Penalty 3412.549194 = -3810666.509189
  nChanged 9
		SP:Iteration 60F (99870.160000 sec): 3 clusters
  Score: Raw -3814081.678338 + Penalty 3412.549194 = -3810669.129144
  nChanged 5
		SP:Iteration 61Q (99870.520000 sec): 3 clusters
  Score: Raw -3814082.776603 + Penalty 3412.549194 = -3810670.227409
  nChanged 4
		SP:Iteration 62Q (99870.860000 sec): 3 clusters
  Score: Raw -3814083.954167 + Penalty 3412.549194 = -3810671.404973
  nChanged 4
		SP:Iteration 63Q (99871.250000 sec): 3 clusters
  Score: Raw -3814085.768790 + Penalty 3412.549194 = -3810673.219596
  nChanged 3
		SP:Iteration 64Q (99871.590000 sec): 3 clusters
  Score: Raw -3814087.070817 + Penalty 3412.549194 = -3810674.521623
  nChanged 2
		SP:Iteration 65Q (99871.980000 sec): 3 clusters
  Score: Raw -3814087.860790 + Penalty 3412.549194 = -3810675.311596
  nChanged 2
		SP:Iteration 66Q (99872.320000 sec): 3 clusters
  Score: Raw -3814089.077090 + Penalty 3412.549194 = -3810676.527897
  nChanged 2
		SP:Iteration 67Q (99872.700000 sec): 3 clusters
  Score: Raw -3814089.780221 + Penalty 3412.549194 = -3810677.231027
  nChanged 3
		SP:Iteration 68Q (99873.040000 sec): 3 clusters
  Score: Raw -3814091.205761 + Penalty 3412.549194 = -3810678.656567
  nChanged 4
		SP:Iteration 69Q (99873.430000 sec): 3 clusters
  Score: Raw -3814092.555824 + Penalty 3412.549194 = -3810680.006631
  nChanged 3
		SP:Iteration 70Q (99873.770000 sec): 3 clusters
  Score: Raw -3814093.519741 + Penalty 3412.549194 = -3810680.970547
  nChanged 4
		SP:Iteration 71Q (99874.160000 sec): 3 clusters
  Score: Raw -3814094.906014 + Penalty 3412.549194 = -3810682.356821
  nChanged 4
		SP:Iteration 72Q (99874.490000 sec): 3 clusters
  Score: Raw -3814096.597553 + Penalty 3412.549194 = -3810684.048359
  nChanged 0
		SP:Iteration 73F (99874.900000 sec): 3 clusters
  Score: Raw -3814096.597553 + Penalty 3412.549194 = -3810684.048359
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99875.050000 sec): 2 clusters
  Score: Raw -1428391.479492 + Penalty 1544.469370 = -1426847.010122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99875.260000 sec): 3 clusters
  Score: Raw -1420417.324110 + Penalty 3088.938740 = -1417328.385370
  nChanged 5991
		SP:Iteration 1F (99875.460000 sec): 3 clusters
  Score: Raw -1423736.333172 + Penalty 3088.938740 = -1420647.394432
  nChanged 722
		SP:Iteration 2F (99875.640000 sec): 3 clusters
  Score: Raw -1424017.446534 + Penalty 3088.938740 = -1420928.507794
  nChanged 626
		SP:Iteration 3Q (99875.840000 sec): 3 clusters
  Score: Raw -1424258.617072 + Penalty 3088.938740 = -1421169.678332
  nChanged 558
		SP:Iteration 4Q (99876.040000 sec): 3 clusters
  Score: Raw -1424488.996167 + Penalty 3088.938740 = -1421400.057427
  nChanged 532
		SP:Iteration 5Q (99876.240000 sec): 3 clusters
  Score: Raw -1424711.957101 + Penalty 3088.938740 = -1421623.018361
  nChanged 557
		SP:Iteration 6Q (99876.450000 sec): 3 clusters
  Score: Raw -1424993.290778 + Penalty 3088.938740 = -1421904.352038
  nChanged 601
		SP:Iteration 7Q (99876.670000 sec): 3 clusters
  Score: Raw -1425324.273909 + Penalty 3088.938740 = -1422235.335169
  nChanged 608
		SP:Iteration 8Q (99876.860000 sec): 3 clusters
  Score: Raw -1425663.051409 + Penalty 3088.938740 = -1422574.112669
  nChanged 655
		SP:Iteration 9Q (99877.050000 sec): 3 clusters
  Score: Raw -1426021.940975 + Penalty 3088.938740 = -1422933.002235
  nChanged 610
		SP:Iteration 10Q (99877.280000 sec): 3 clusters
  Score: Raw -1426379.074410 + Penalty 3088.938740 = -1423290.135670
  nChanged 607
		SP:Iteration 11Q (99877.510000 sec): 3 clusters
  Score: Raw -1426754.055578 + Penalty 3088.938740 = -1423665.116838
  nChanged 551
		SP:Iteration 12Q (99877.700000 sec): 3 clusters
  Score: Raw -1427107.449589 + Penalty 3088.938740 = -1424018.510850
  nChanged 484
		SP:Iteration 13Q (99877.890000 sec): 3 clusters
  Score: Raw -1427407.575251 + Penalty 3088.938740 = -1424318.636511
  nChanged 397
		SP:Iteration 14Q (99878.100000 sec): 3 clusters
  Score: Raw -1427626.653395 + Penalty 3088.938740 = -1424537.714655
  nChanged 313
		SP:Iteration 15Q (99878.310000 sec): 3 clusters
  Score: Raw -1427774.544680 + Penalty 3088.938740 = -1424685.605940
  nChanged 253
		SP:Iteration 16Q (99878.500000 sec): 3 clusters
  Score: Raw -1427881.899299 + Penalty 3088.938740 = -1424792.960559
  nChanged 179
		SP:Iteration 17Q (99878.690000 sec): 3 clusters
  Score: Raw -1427957.477477 + Penalty 3088.938740 = -1424868.538737
  nChanged 167
		SP:Iteration 18Q (99878.900000 sec): 3 clusters
  Score: Raw -1428028.026592 + Penalty 3088.938740 = -1424939.087852
  nChanged 176
		SP:Iteration 19Q (99879.080000 sec): 3 clusters
  Score: Raw -1428110.101876 + Penalty 3088.938740 = -1425021.163136
  nChanged 169
		SP:Iteration 20F (99879.290000 sec): 3 clusters
  Score: Raw -1428192.253391 + Penalty 3088.938740 = -1425103.314651
  nChanged 162
		SP:Iteration 21Q (99879.490000 sec): 3 clusters
  Score: Raw -1428273.896124 + Penalty 3088.938740 = -1425184.957384
  nChanged 146
		SP:Iteration 22Q (99879.670000 sec): 3 clusters
  Score: Raw -1428349.322600 + Penalty 3088.938740 = -1425260.383860
  nChanged 160
		SP:Iteration 23Q (99879.860000 sec): 3 clusters
  Score: Raw -1428428.985313 + Penalty 3088.938740 = -1425340.046573
  nChanged 152
		SP:Iteration 24Q (99880.070000 sec): 3 clusters
  Score: Raw -1428504.519748 + Penalty 3088.938740 = -1425415.581008
  nChanged 139
		SP:Iteration 25Q (99880.290000 sec): 3 clusters
  Score: Raw -1428565.532862 + Penalty 3088.938740 = -1425476.594122
  nChanged 115
		SP:Iteration 26Q (99880.510000 sec): 3 clusters
  Score: Raw -1428607.774207 + Penalty 3088.938740 = -1425518.835467
  nChanged 95
		SP:Iteration 27Q (99880.680000 sec): 3 clusters
  Score: Raw -1428642.879446 + Penalty 3088.938740 = -1425553.940706
  nChanged 85
		SP:Iteration 28Q (99880.860000 sec): 3 clusters
  Score: Raw -1428672.209544 + Penalty 3088.938740 = -1425583.270804
  nChanged 86
		SP:Iteration 29Q (99881.040000 sec): 3 clusters
  Score: Raw -1428701.302978 + Penalty 3088.938740 = -1425612.364238
  nChanged 69
		SP:Iteration 30Q (99881.250000 sec): 3 clusters
  Score: Raw -1428721.157526 + Penalty 3088.938740 = -1425632.218787
  nChanged 62
		SP:Iteration 31Q (99881.450000 sec): 3 clusters
  Score: Raw -1428736.268394 + Penalty 3088.938740 = -1425647.329654
  nChanged 49
		SP:Iteration 32Q (99881.630000 sec): 3 clusters
  Score: Raw -1428748.240258 + Penalty 3088.938740 = -1425659.301518
  nChanged 54
		SP:Iteration 33Q (99881.810000 sec): 3 clusters
  Score: Raw -1428761.317007 + Penalty 3088.938740 = -1425672.378268
  nChanged 37
		SP:Iteration 34Q (99882.010000 sec): 3 clusters
  Score: Raw -1428770.064391 + Penalty 3088.938740 = -1425681.125651
  nChanged 38
		SP:Iteration 35Q (99882.180000 sec): 3 clusters
  Score: Raw -1428780.944126 + Penalty 3088.938740 = -1425692.005386
  nChanged 33
		SP:Iteration 36Q (99882.360000 sec): 3 clusters
  Score: Raw -1428789.103386 + Penalty 3088.938740 = -1425700.164646
  nChanged 25
		SP:Iteration 37Q (99882.530000 sec): 3 clusters
  Score: Raw -1428793.641656 + Penalty 3088.938740 = -1425704.702916
  nChanged 18
		SP:Iteration 38Q (99882.740000 sec): 3 clusters
  Score: Raw -1428796.975882 + Penalty 3088.938740 = -1425708.037142
  nChanged 17
		SP:Iteration 39Q (99882.910000 sec): 3 clusters
  Score: Raw -1428799.789532 + Penalty 3088.938740 = -1425710.850793
  nChanged 10
		SP:Iteration 40F (99883.110000 sec): 3 clusters
  Score: Raw -1428801.509308 + Penalty 3088.938740 = -1425712.570568
  nChanged 8
		SP:Iteration 41Q (99883.310000 sec): 3 clusters
  Score: Raw -1428802.720115 + Penalty 3088.938740 = -1425713.781375
  nChanged 7
		SP:Iteration 42Q (99883.470000 sec): 3 clusters
  Score: Raw -1428803.383834 + Penalty 3088.938740 = -1425714.445094
  nChanged 3
		SP:Iteration 43Q (99883.650000 sec): 3 clusters
  Score: Raw -1428803.626660 + Penalty 3088.938740 = -1425714.687920
  nChanged 1
		SP:Iteration 44Q (99883.830000 sec): 3 clusters
  Score: Raw -1428803.868111 + Penalty 3088.938740 = -1425714.929371
  nChanged 1
		SP:Iteration 45Q (99884.030000 sec): 3 clusters
  Score: Raw -1428803.926789 + Penalty 3088.938740 = -1425714.988049
  nChanged 0
		SP:Iteration 46F (99884.220000 sec): 3 clusters
  Score: Raw -1428803.926789 + Penalty 3088.938740 = -1425714.988049
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (113315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99884.980000 sec): 2 clusters
  Score: Raw -11836350.758128 + Penalty 1891.163110 = -11834459.595018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99886.020000 sec): 3 clusters
  Score: Raw -11762291.372176 + Penalty 3782.326220 = -11758509.045957
  nChanged 54342
		SP:Iteration 1F (99887.040000 sec): 3 clusters
  Score: Raw -11794904.509396 + Penalty 3782.326220 = -11791122.183176
  nChanged 4376
		SP:Iteration 2Q (99888.130000 sec): 3 clusters
  Score: Raw -11796193.730488 + Penalty 3782.326220 = -11792411.404268
  nChanged 5050
		SP:Iteration 3Q (99889.250000 sec): 3 clusters
  Score: Raw -11798042.310236 + Penalty 3782.326220 = -11794259.984017
  nChanged 5900
		SP:Iteration 4F (99890.320000 sec): 3 clusters
  Score: Raw -11800668.443845 + Penalty 3782.326220 = -11796886.117625
  nChanged 6769
		SP:Iteration 5F (99891.350000 sec): 3 clusters
  Score: Raw -11804275.894774 + Penalty 3782.326220 = -11800493.568554
  nChanged 7549
		SP:Iteration 6F (99892.370000 sec): 3 clusters
  Score: Raw -11809150.386494 + Penalty 3782.326220 = -11805368.060274
  nChanged 7835
		SP:Iteration 7F (99893.390000 sec): 3 clusters
  Score: Raw -11815124.693137 + Penalty 3782.326220 = -11811342.366917
  nChanged 7556
		SP:Iteration 8F (99894.430000 sec): 3 clusters
  Score: Raw -11821521.352690 + Penalty 3782.326220 = -11817739.026470
  nChanged 6355
		SP:Iteration 9F (99895.480000 sec): 3 clusters
  Score: Raw -11827213.784974 + Penalty 3782.326220 = -11823431.458754
  nChanged 4723
		SP:Iteration 10Q (99896.560000 sec): 3 clusters
  Score: Raw -11831462.213319 + Penalty 3782.326220 = -11827679.887099
  nChanged 2924
		SP:Iteration 11Q (99897.570000 sec): 3 clusters
  Score: Raw -11834061.780244 + Penalty 3782.326220 = -11830279.454024
  nChanged 1555
		SP:Iteration 12Q (99898.560000 sec): 3 clusters
  Score: Raw -11835402.080815 + Penalty 3782.326220 = -11831619.754595
  nChanged 721
		SP:Iteration 13Q (99899.480000 sec): 3 clusters
  Score: Raw -11836007.708214 + Penalty 3782.326220 = -11832225.381994
  nChanged 302
		SP:Iteration 14Q (99900.400000 sec): 3 clusters
  Score: Raw -11836262.270609 + Penalty 3782.326220 = -11832479.944389
  nChanged 138
		SP:Iteration 15Q (99901.310000 sec): 3 clusters
  Score: Raw -11836393.157173 + Penalty 3782.326220 = -11832610.830954
  nChanged 76
		SP:Iteration 16Q (99902.230000 sec): 3 clusters
  Score: Raw -11836480.528818 + Penalty 3782.326220 = -11832698.202598
  nChanged 49
		SP:Iteration 17Q (99903.170000 sec): 3 clusters
  Score: Raw -11836523.922656 + Penalty 3782.326220 = -11832741.596436
  nChanged 19
		SP:Iteration 18Q (99904.090000 sec): 3 clusters
  Score: Raw -11836543.502727 + Penalty 3782.326220 = -11832761.176508
  nChanged 20
		SP:Iteration 19Q (99905.000000 sec): 3 clusters
  Score: Raw -11836560.271262 + Penalty 3782.326220 = -11832777.945042
  nChanged 12
		SP:Iteration 20F (99906.010000 sec): 3 clusters
  Score: Raw -11836568.861975 + Penalty 3782.326220 = -11832786.535755
  nChanged 9
		SP:Iteration 21Q (99906.980000 sec): 3 clusters
  Score: Raw -11836575.793457 + Penalty 3782.326220 = -11832793.467237
  nChanged 8
		SP:Iteration 22Q (99907.920000 sec): 3 clusters
  Score: Raw -11836580.431626 + Penalty 3782.326220 = -11832798.105406
  nChanged 7
		SP:Iteration 23Q (99908.850000 sec): 3 clusters
  Score: Raw -11836585.556304 + Penalty 3782.326220 = -11832803.230084
  nChanged 3
		SP:Iteration 24Q (99909.790000 sec): 3 clusters
  Score: Raw -11836588.926494 + Penalty 3782.326220 = -11832806.600274
  nChanged 1
		SP:Iteration 25Q (99910.710000 sec): 3 clusters
  Score: Raw -11836590.542857 + Penalty 3782.326220 = -11832808.216638
  nChanged 4
		SP:Iteration 26Q (99911.640000 sec): 3 clusters
  Score: Raw -11836594.995449 + Penalty 3782.326220 = -11832812.669229
  nChanged 6
		SP:Iteration 27Q (99912.560000 sec): 3 clusters
  Score: Raw -11836598.679323 + Penalty 3782.326220 = -11832816.353104
  nChanged 4
		SP:Iteration 28Q (99913.490000 sec): 3 clusters
  Score: Raw -11836600.912661 + Penalty 3782.326220 = -11832818.586441
  nChanged 2
		SP:Iteration 29Q (99914.410000 sec): 3 clusters
  Score: Raw -11836602.932525 + Penalty 3782.326220 = -11832820.606305
  nChanged 2
		SP:Iteration 30Q (99915.330000 sec): 3 clusters
  Score: Raw -11836604.034940 + Penalty 3782.326220 = -11832821.708720
  nChanged 1
		SP:Iteration 31Q (99916.240000 sec): 3 clusters
  Score: Raw -11836604.730631 + Penalty 3782.326220 = -11832822.404411
  nChanged 0
		SP:Iteration 32F (99917.250000 sec): 3 clusters
  Score: Raw -11836604.730631 + Penalty 3782.326220 = -11832822.404411
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (8922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99917.350000 sec): 2 clusters
  Score: Raw -963005.129777 + Penalty 1478.144755 = -961526.985022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99917.510000 sec): 3 clusters
  Score: Raw -957989.269817 + Penalty 2956.289510 = -955032.980307
  nChanged 3825
		SP:Iteration 1F (99917.640000 sec): 3 clusters
  Score: Raw -960104.100426 + Penalty 2956.289510 = -957147.810916
  nChanged 569
		SP:Iteration 2F (99917.770000 sec): 3 clusters
  Score: Raw -960347.931333 + Penalty 2956.289510 = -957391.641823
  nChanged 421
		SP:Iteration 3Q (99917.910000 sec): 3 clusters
  Score: Raw -960511.318555 + Penalty 2956.289510 = -957555.029045
  nChanged 342
		SP:Iteration 4Q (99918.060000 sec): 3 clusters
  Score: Raw -960645.269040 + Penalty 2956.289510 = -957688.979530
  nChanged 320
		SP:Iteration 5Q (99918.210000 sec): 3 clusters
  Score: Raw -960750.384049 + Penalty 2956.289510 = -957794.094539
  nChanged 250
		SP:Iteration 6Q (99918.360000 sec): 3 clusters
  Score: Raw -960828.404172 + Penalty 2956.289510 = -957872.114662
  nChanged 218
		SP:Iteration 7Q (99918.490000 sec): 3 clusters
  Score: Raw -960890.625455 + Penalty 2956.289510 = -957934.335945
  nChanged 211
		SP:Iteration 8Q (99918.640000 sec): 3 clusters
  Score: Raw -960949.357173 + Penalty 2956.289510 = -957993.067663
  nChanged 177
		SP:Iteration 9Q (99918.790000 sec): 3 clusters
  Score: Raw -961012.634914 + Penalty 2956.289510 = -958056.345404
  nChanged 200
		SP:Iteration 10Q (99918.940000 sec): 3 clusters
  Score: Raw -961083.495620 + Penalty 2956.289510 = -958127.206110
  nChanged 218
		SP:Iteration 11Q (99919.070000 sec): 3 clusters
  Score: Raw -961160.972071 + Penalty 2956.289510 = -958204.682561
  nChanged 222
		SP:Iteration 12Q (99919.210000 sec): 3 clusters
  Score: Raw -961240.982304 + Penalty 2956.289510 = -958284.692794
  nChanged 227
		SP:Iteration 13Q (99919.360000 sec): 3 clusters
  Score: Raw -961347.604497 + Penalty 2956.289510 = -958391.314987
  nChanged 259
		SP:Iteration 14Q (99919.510000 sec): 3 clusters
  Score: Raw -961468.401765 + Penalty 2956.289510 = -958512.112255
  nChanged 261
		SP:Iteration 15Q (99919.660000 sec): 3 clusters
  Score: Raw -961608.217576 + Penalty 2956.289510 = -958651.928066
  nChanged 263
		SP:Iteration 16Q (99919.800000 sec): 3 clusters
  Score: Raw -961775.012477 + Penalty 2956.289510 = -958818.722967
  nChanged 308
		SP:Iteration 17Q (99919.930000 sec): 3 clusters
  Score: Raw -961970.320568 + Penalty 2956.289510 = -959014.031058
  nChanged 288
		SP:Iteration 18Q (99920.080000 sec): 3 clusters
  Score: Raw -962161.348642 + Penalty 2956.289510 = -959205.059132
  nChanged 250
		SP:Iteration 19Q (99920.230000 sec): 3 clusters
  Score: Raw -962332.472558 + Penalty 2956.289510 = -959376.183048
  nChanged 217
		SP:Iteration 20F (99920.370000 sec): 3 clusters
  Score: Raw -962480.611204 + Penalty 2956.289510 = -959524.321694
  nChanged 198
		SP:Iteration 21Q (99920.500000 sec): 3 clusters
  Score: Raw -962618.872430 + Penalty 2956.289510 = -959662.582920
  nChanged 166
		SP:Iteration 22Q (99920.640000 sec): 3 clusters
  Score: Raw -962746.723305 + Penalty 2956.289510 = -959790.433795
  nChanged 150
		SP:Iteration 23Q (99920.770000 sec): 3 clusters
  Score: Raw -962849.463014 + Penalty 2956.289510 = -959893.173504
  nChanged 122
		SP:Iteration 24Q (99920.910000 sec): 3 clusters
  Score: Raw -962919.565810 + Penalty 2956.289510 = -959963.276300
  nChanged 94
		SP:Iteration 25Q (99921.050000 sec): 3 clusters
  Score: Raw -962972.965511 + Penalty 2956.289510 = -960016.676000
  nChanged 75
		SP:Iteration 26Q (99921.190000 sec): 3 clusters
  Score: Raw -963010.048755 + Penalty 2956.289510 = -960053.759245
  nChanged 62
		SP:Iteration 27Q (99921.330000 sec): 3 clusters
  Score: Raw -963043.303795 + Penalty 2956.289510 = -960087.014285
  nChanged 65
		SP:Iteration 28Q (99921.460000 sec): 3 clusters
  Score: Raw -963074.657055 + Penalty 2956.289510 = -960118.367545
  nChanged 50
		SP:Iteration 29Q (99921.580000 sec): 3 clusters
  Score: Raw -963096.190781 + Penalty 2956.289510 = -960139.901271
  nChanged 54
		SP:Iteration 30Q (99921.710000 sec): 3 clusters
  Score: Raw -963121.519713 + Penalty 2956.289510 = -960165.230203
  nChanged 50
		SP:Iteration 31Q (99921.840000 sec): 3 clusters
  Score: Raw -963141.056908 + Penalty 2956.289510 = -960184.767398
  nChanged 46
		SP:Iteration 32Q (99921.980000 sec): 3 clusters
  Score: Raw -963157.575061 + Penalty 2956.289510 = -960201.285551
  nChanged 47
		SP:Iteration 33Q (99922.110000 sec): 3 clusters
  Score: Raw -963179.065505 + Penalty 2956.289510 = -960222.775995
  nChanged 35
		SP:Iteration 34Q (99922.250000 sec): 3 clusters
  Score: Raw -963193.339129 + Penalty 2956.289510 = -960237.049619
  nChanged 32
		SP:Iteration 35Q (99922.380000 sec): 3 clusters
  Score: Raw -963201.850606 + Penalty 2956.289510 = -960245.561096
  nChanged 19
		SP:Iteration 36Q (99922.520000 sec): 3 clusters
  Score: Raw -963206.744479 + Penalty 2956.289510 = -960250.454969
  nChanged 16
		SP:Iteration 37Q (99922.640000 sec): 3 clusters
  Score: Raw -963211.522045 + Penalty 2956.289510 = -960255.232535
  nChanged 11
		SP:Iteration 38Q (99922.770000 sec): 3 clusters
  Score: Raw -963214.951913 + Penalty 2956.289510 = -960258.662403
  nChanged 5
		SP:Iteration 39Q (99922.900000 sec): 3 clusters
  Score: Raw -963215.930406 + Penalty 2956.289510 = -960259.640896
  nChanged 4
		SP:Iteration 40F (99923.040000 sec): 3 clusters
  Score: Raw -963217.462485 + Penalty 2956.289510 = -960261.172975
  nChanged 6
		SP:Iteration 41Q (99923.180000 sec): 3 clusters
  Score: Raw -963219.059540 + Penalty 2956.289510 = -960262.770030
  nChanged 5
		SP:Iteration 42Q (99923.320000 sec): 3 clusters
  Score: Raw -963220.733553 + Penalty 2956.289510 = -960264.444043
  nChanged 4
		SP:Iteration 43Q (99923.450000 sec): 3 clusters
  Score: Raw -963221.576192 + Penalty 2956.289510 = -960265.286682
  nChanged 2
		SP:Iteration 44Q (99923.590000 sec): 3 clusters
  Score: Raw -963221.767272 + Penalty 2956.289510 = -960265.477762
  nChanged 1
		SP:Iteration 45Q (99923.710000 sec): 3 clusters
  Score: Raw -963221.881945 + Penalty 2956.289510 = -960265.592435
  nChanged 3
		SP:Iteration 46Q (99923.840000 sec): 3 clusters
  Score: Raw -963222.483922 + Penalty 2956.289510 = -960266.194412
  nChanged 1
		SP:Iteration 47Q (99923.980000 sec): 3 clusters
  Score: Raw -963223.010808 + Penalty 2956.289510 = -960266.721298
  nChanged 2
		SP:Iteration 48Q (99924.110000 sec): 3 clusters
  Score: Raw -963223.838852 + Penalty 2956.289510 = -960267.549342
  nChanged 2
		SP:Iteration 49Q (99924.250000 sec): 3 clusters
  Score: Raw -963224.246860 + Penalty 2956.289510 = -960267.957350
  nChanged 1
		SP:Iteration 50Q (99924.380000 sec): 3 clusters
  Score: Raw -963224.422815 + Penalty 2956.289510 = -960268.133305
  nChanged 0
		SP:Iteration 51F (99924.520000 sec): 3 clusters
  Score: Raw -963224.422815 + Penalty 2956.289510 = -960268.133305
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99924.590000 sec): 2 clusters
  Score: Raw -159635.143555 + Penalty 1219.374121 = -158415.769433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99924.630000 sec): 3 clusters
  Score: Raw -158887.305847 + Penalty 2438.748243 = -156448.557605
  nChanged 609
		SP:Iteration 1F (99924.670000 sec): 3 clusters
  Score: Raw -159258.295711 + Penalty 2438.748243 = -156819.547469
  nChanged 152
		SP:Iteration 2F (99924.700000 sec): 3 clusters
  Score: Raw -159443.737507 + Penalty 2438.748243 = -157004.989264
  nChanged 135
		SP:Iteration 3F (99924.740000 sec): 3 clusters
  Score: Raw -159635.602519 + Penalty 2438.748243 = -157196.854276
  nChanged 116
		SP:Iteration 4F (99924.770000 sec): 3 clusters
  Score: Raw -159771.459026 + Penalty 2438.748243 = -157332.710784
  nChanged 90
		SP:Iteration 5Q (99924.810000 sec): 3 clusters
  Score: Raw -159882.561034 + Penalty 2438.748243 = -157443.812791
  nChanged 78
		SP:Iteration 6Q (99924.840000 sec): 3 clusters
  Score: Raw -159964.105658 + Penalty 2438.748243 = -157525.357415
  nChanged 58
		SP:Iteration 7Q (99924.880000 sec): 3 clusters
  Score: Raw -160035.980425 + Penalty 2438.748243 = -157597.232182
  nChanged 50
		SP:Iteration 8Q (99924.910000 sec): 3 clusters
  Score: Raw -160105.527676 + Penalty 2438.748243 = -157666.779434
  nChanged 45
		SP:Iteration 9Q (99924.940000 sec): 3 clusters
  Score: Raw -160160.999627 + Penalty 2438.748243 = -157722.251384
  nChanged 40
		SP:Iteration 10Q (99924.980000 sec): 3 clusters
  Score: Raw -160201.421428 + Penalty 2438.748243 = -157762.673186
  nChanged 39
		SP:Iteration 11Q (99925.020000 sec): 3 clusters
  Score: Raw -160234.391941 + Penalty 2438.748243 = -157795.643699
  nChanged 20
		SP:Iteration 12Q (99925.050000 sec): 3 clusters
  Score: Raw -160249.957937 + Penalty 2438.748243 = -157811.209694
  nChanged 15
		SP:Iteration 13Q (99925.080000 sec): 3 clusters
  Score: Raw -160261.636836 + Penalty 2438.748243 = -157822.888593
  nChanged 16
		SP:Iteration 14Q (99925.120000 sec): 3 clusters
  Score: Raw -160274.687195 + Penalty 2438.748243 = -157835.938952
  nChanged 12
		SP:Iteration 15Q (99925.150000 sec): 3 clusters
  Score: Raw -160284.470011 + Penalty 2438.748243 = -157845.721769
  nChanged 14
		SP:Iteration 16Q (99925.180000 sec): 3 clusters
  Score: Raw -160294.636098 + Penalty 2438.748243 = -157855.887856
  nChanged 10
		SP:Iteration 17Q (99925.220000 sec): 3 clusters
  Score: Raw -160300.346763 + Penalty 2438.748243 = -157861.598520
  nChanged 6
		SP:Iteration 18Q (99925.250000 sec): 3 clusters
  Score: Raw -160305.021471 + Penalty 2438.748243 = -157866.273228
  nChanged 2
		SP:Iteration 19Q (99925.290000 sec): 3 clusters
  Score: Raw -160306.409228 + Penalty 2438.748243 = -157867.660985
  nChanged 3
		SP:Iteration 20F (99925.320000 sec): 3 clusters
  Score: Raw -160308.170056 + Penalty 2438.748243 = -157869.421814
  nChanged 2
		SP:Iteration 21Q (99925.360000 sec): 3 clusters
  Score: Raw -160309.026312 + Penalty 2438.748243 = -157870.278069
  nChanged 0
		SP:Iteration 22F (99925.390000 sec): 3 clusters
  Score: Raw -160309.026312 + Penalty 2438.748243 = -157870.278069
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (3663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99925.470000 sec): 2 clusters
  Score: Raw -363452.061791 + Penalty 1333.481136 = -362118.580655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99925.540000 sec): 3 clusters
  Score: Raw -361617.468624 + Penalty 2666.962273 = -358950.506351
  nChanged 1406
		SP:Iteration 1F (99925.620000 sec): 3 clusters
  Score: Raw -362456.236804 + Penalty 2666.962273 = -359789.274531
  nChanged 271
		SP:Iteration 2F (99925.690000 sec): 3 clusters
  Score: Raw -362622.168005 + Penalty 2666.962273 = -359955.205732
  nChanged 225
		SP:Iteration 3F (99925.760000 sec): 3 clusters
  Score: Raw -362753.545143 + Penalty 2666.962273 = -360086.582870
  nChanged 168
		SP:Iteration 4Q (99925.830000 sec): 3 clusters
  Score: Raw -362845.063490 + Penalty 2666.962273 = -360178.101217
  nChanged 124
		SP:Iteration 5Q (99925.900000 sec): 3 clusters
  Score: Raw -362906.977863 + Penalty 2666.962273 = -360240.015590
  nChanged 91
		SP:Iteration 6Q (99925.970000 sec): 3 clusters
  Score: Raw -362962.288124 + Penalty 2666.962273 = -360295.325851
  nChanged 89
		SP:Iteration 7Q (99926.040000 sec): 3 clusters
  Score: Raw -363012.854939 + Penalty 2666.962273 = -360345.892666
  nChanged 95
		SP:Iteration 8Q (99926.110000 sec): 3 clusters
  Score: Raw -363057.281757 + Penalty 2666.962273 = -360390.319484
  nChanged 95
		SP:Iteration 9Q (99926.180000 sec): 3 clusters
  Score: Raw -363107.577030 + Penalty 2666.962273 = -360440.614758
  nChanged 78
		SP:Iteration 10Q (99926.250000 sec): 3 clusters
  Score: Raw -363144.542675 + Penalty 2666.962273 = -360477.580402
  nChanged 60
		SP:Iteration 11Q (99926.320000 sec): 3 clusters
  Score: Raw -363173.610054 + Penalty 2666.962273 = -360506.647781
  nChanged 50
		SP:Iteration 12Q (99926.390000 sec): 3 clusters
  Score: Raw -363198.210237 + Penalty 2666.962273 = -360531.247964
  nChanged 54
		SP:Iteration 13Q (99926.460000 sec): 3 clusters
  Score: Raw -363219.234955 + Penalty 2666.962273 = -360552.272682
  nChanged 40
		SP:Iteration 14Q (99926.530000 sec): 3 clusters
  Score: Raw -363237.102475 + Penalty 2666.962273 = -360570.140202
  nChanged 45
		SP:Iteration 15Q (99926.600000 sec): 3 clusters
  Score: Raw -363251.935338 + Penalty 2666.962273 = -360584.973065
  nChanged 36
		SP:Iteration 16Q (99926.670000 sec): 3 clusters
  Score: Raw -363264.184842 + Penalty 2666.962273 = -360597.222569
  nChanged 35
		SP:Iteration 17Q (99926.740000 sec): 3 clusters
  Score: Raw -363274.756697 + Penalty 2666.962273 = -360607.794424
  nChanged 32
		SP:Iteration 18Q (99926.810000 sec): 3 clusters
  Score: Raw -363286.757705 + Penalty 2666.962273 = -360619.795432
  nChanged 32
		SP:Iteration 19Q (99926.880000 sec): 3 clusters
  Score: Raw -363301.763025 + Penalty 2666.962273 = -360634.800752
  nChanged 45
		SP:Iteration 20F (99926.950000 sec): 3 clusters
  Score: Raw -363320.890914 + Penalty 2666.962273 = -360653.928641
  nChanged 39
		SP:Iteration 21Q (99927.020000 sec): 3 clusters
  Score: Raw -363336.862990 + Penalty 2666.962273 = -360669.900717
  nChanged 36
		SP:Iteration 22Q (99927.090000 sec): 3 clusters
  Score: Raw -363354.181610 + Penalty 2666.962273 = -360687.219337
  nChanged 41
		SP:Iteration 23Q (99927.160000 sec): 3 clusters
  Score: Raw -363372.895943 + Penalty 2666.962273 = -360705.933670
  nChanged 37
		SP:Iteration 24Q (99927.230000 sec): 3 clusters
  Score: Raw -363388.784834 + Penalty 2666.962273 = -360721.822561
  nChanged 34
		SP:Iteration 25Q (99927.300000 sec): 3 clusters
  Score: Raw -363401.496690 + Penalty 2666.962273 = -360734.534417
  nChanged 21
		SP:Iteration 26Q (99927.370000 sec): 3 clusters
  Score: Raw -363411.240342 + Penalty 2666.962273 = -360744.278069
  nChanged 26
		SP:Iteration 27Q (99927.440000 sec): 3 clusters
  Score: Raw -363422.839674 + Penalty 2666.962273 = -360755.877401
  nChanged 28
		SP:Iteration 28Q (99927.510000 sec): 3 clusters
  Score: Raw -363432.018322 + Penalty 2666.962273 = -360765.056049
  nChanged 28
		SP:Iteration 29Q (99927.580000 sec): 3 clusters
  Score: Raw -363441.639675 + Penalty 2666.962273 = -360774.677402
  nChanged 17
		SP:Iteration 30Q (99927.650000 sec): 3 clusters
  Score: Raw -363446.930321 + Penalty 2666.962273 = -360779.968048
  nChanged 11
		SP:Iteration 31Q (99927.720000 sec): 3 clusters
  Score: Raw -363452.445675 + Penalty 2666.962273 = -360785.483403
  nChanged 10
		SP:Iteration 32Q (99927.790000 sec): 3 clusters
  Score: Raw -363455.826554 + Penalty 2666.962273 = -360788.864281
  nChanged 12
		SP:Iteration 33Q (99927.860000 sec): 3 clusters
  Score: Raw -363459.139296 + Penalty 2666.962273 = -360792.177023
  nChanged 8
		SP:Iteration 34Q (99927.930000 sec): 3 clusters
  Score: Raw -363461.230036 + Penalty 2666.962273 = -360794.267763
  nChanged 11
		SP:Iteration 35Q (99928.000000 sec): 3 clusters
  Score: Raw -363464.262484 + Penalty 2666.962273 = -360797.300211
  nChanged 9
		SP:Iteration 36Q (99928.070000 sec): 3 clusters
  Score: Raw -363466.364347 + Penalty 2666.962273 = -360799.402074
  nChanged 8
		SP:Iteration 37Q (99928.140000 sec): 3 clusters
  Score: Raw -363468.558356 + Penalty 2666.962273 = -360801.596083
  nChanged 9
		SP:Iteration 38Q (99928.210000 sec): 3 clusters
  Score: Raw -363472.303869 + Penalty 2666.962273 = -360805.341596
  nChanged 11
		SP:Iteration 39Q (99928.280000 sec): 3 clusters
  Score: Raw -363476.278686 + Penalty 2666.962273 = -360809.316413
  nChanged 10
		SP:Iteration 40F (99928.350000 sec): 3 clusters
  Score: Raw -363479.879147 + Penalty 2666.962273 = -360812.916874
  nChanged 9
		SP:Iteration 41Q (99928.420000 sec): 3 clusters
  Score: Raw -363482.146104 + Penalty 2666.962273 = -360815.183831
  nChanged 10
		SP:Iteration 42Q (99928.490000 sec): 3 clusters
  Score: Raw -363484.370086 + Penalty 2666.962273 = -360817.407813
  nChanged 8
		SP:Iteration 43Q (99928.560000 sec): 3 clusters
  Score: Raw -363486.324572 + Penalty 2666.962273 = -360819.362299
  nChanged 6
		SP:Iteration 44Q (99928.630000 sec): 3 clusters
  Score: Raw -363488.206729 + Penalty 2666.962273 = -360821.244456
  nChanged 6
		SP:Iteration 45Q (99928.700000 sec): 3 clusters
  Score: Raw -363489.847607 + Penalty 2666.962273 = -360822.885334
  nChanged 7
		SP:Iteration 46Q (99928.770000 sec): 3 clusters
  Score: Raw -363492.248671 + Penalty 2666.962273 = -360825.286398
  nChanged 11
		SP:Iteration 47Q (99928.840000 sec): 3 clusters
  Score: Raw -363495.170533 + Penalty 2666.962273 = -360828.208260
  nChanged 4
		SP:Iteration 48Q (99928.910000 sec): 3 clusters
  Score: Raw -363496.229783 + Penalty 2666.962273 = -360829.267510
  nChanged 8
		SP:Iteration 49Q (99928.980000 sec): 3 clusters
  Score: Raw -363497.852750 + Penalty 2666.962273 = -360830.890477
  nChanged 6
		SP:Iteration 50Q (99929.050000 sec): 3 clusters
  Score: Raw -363499.052915 + Penalty 2666.962273 = -360832.090642
  nChanged 2
		SP:Iteration 51Q (99929.120000 sec): 3 clusters
  Score: Raw -363499.259925 + Penalty 2666.962273 = -360832.297652
  nChanged 0
		SP:Iteration 52F (99929.180000 sec): 3 clusters
  Score: Raw -363499.259925 + Penalty 2666.962273 = -360832.297652
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99929.410000 sec): 2 clusters
  Score: Raw -1755018.476609 + Penalty 1576.741139 = -1753441.735470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99929.650000 sec): 3 clusters
  Score: Raw -1745316.991926 + Penalty 3153.482277 = -1742163.509649
  nChanged 7278
		SP:Iteration 1F (99929.850000 sec): 3 clusters
  Score: Raw -1749118.451563 + Penalty 3153.482277 = -1745964.969285
  nChanged 814
		SP:Iteration 2Q (99930.060000 sec): 3 clusters
  Score: Raw -1749404.173676 + Penalty 3153.482277 = -1746250.691399
  nChanged 733
		SP:Iteration 3Q (99930.330000 sec): 3 clusters
  Score: Raw -1749681.842642 + Penalty 3153.482277 = -1746528.360365
  nChanged 729
		SP:Iteration 4Q (99930.540000 sec): 3 clusters
  Score: Raw -1749978.751623 + Penalty 3153.482277 = -1746825.269345
  nChanged 676
		SP:Iteration 5Q (99930.740000 sec): 3 clusters
  Score: Raw -1750294.304660 + Penalty 3153.482277 = -1747140.822382
  nChanged 704
		SP:Iteration 6Q (99930.960000 sec): 3 clusters
  Score: Raw -1750653.714663 + Penalty 3153.482277 = -1747500.232386
  nChanged 665
		SP:Iteration 7Q (99931.230000 sec): 3 clusters
  Score: Raw -1751014.927762 + Penalty 3153.482277 = -1747861.445485
  nChanged 698
		SP:Iteration 8Q (99931.440000 sec): 3 clusters
  Score: Raw -1751444.192855 + Penalty 3153.482277 = -1748290.710578
  nChanged 749
		SP:Iteration 9Q (99931.670000 sec): 3 clusters
  Score: Raw -1751968.240882 + Penalty 3153.482277 = -1748814.758605
  nChanged 794
		SP:Iteration 10Q (99931.900000 sec): 3 clusters
  Score: Raw -1752573.296923 + Penalty 3153.482277 = -1749419.814645
  nChanged 809
		SP:Iteration 11Q (99932.100000 sec): 3 clusters
  Score: Raw -1753244.416070 + Penalty 3153.482277 = -1750090.933793
  nChanged 672
		SP:Iteration 12Q (99932.300000 sec): 3 clusters
  Score: Raw -1753832.202892 + Penalty 3153.482277 = -1750678.720614
  nChanged 549
		SP:Iteration 13Q (99932.500000 sec): 3 clusters
  Score: Raw -1754275.739814 + Penalty 3153.482277 = -1751122.257537
  nChanged 395
		SP:Iteration 14Q (99932.690000 sec): 3 clusters
  Score: Raw -1754576.931811 + Penalty 3153.482277 = -1751423.449534
  nChanged 303
		SP:Iteration 15Q (99932.880000 sec): 3 clusters
  Score: Raw -1754773.650935 + Penalty 3153.482277 = -1751620.168658
  nChanged 216
		SP:Iteration 16Q (99933.080000 sec): 3 clusters
  Score: Raw -1754913.750084 + Penalty 3153.482277 = -1751760.267806
  nChanged 160
		SP:Iteration 17Q (99933.340000 sec): 3 clusters
  Score: Raw -1755005.343057 + Penalty 3153.482277 = -1751851.860779
  nChanged 115
		SP:Iteration 18Q (99933.560000 sec): 3 clusters
  Score: Raw -1755074.560424 + Penalty 3153.482277 = -1751921.078146
  nChanged 83
		SP:Iteration 19Q (99933.750000 sec): 3 clusters
  Score: Raw -1755123.943201 + Penalty 3153.482277 = -1751970.460923
  nChanged 59
		SP:Iteration 20F (99934.060000 sec): 3 clusters
  Score: Raw -1755153.885448 + Penalty 3153.482277 = -1752000.403171
  nChanged 55
		SP:Iteration 21Q (99934.220000 sec): 3 clusters
  Score: Raw -1755182.311787 + Penalty 3153.482277 = -1752028.829510
  nChanged 34
		SP:Iteration 22Q (99934.400000 sec): 3 clusters
  Score: Raw -1755198.885885 + Penalty 3153.482277 = -1752045.403608
  nChanged 19
		SP:Iteration 23Q (99934.580000 sec): 3 clusters
  Score: Raw -1755207.740662 + Penalty 3153.482277 = -1752054.258385
  nChanged 15
		SP:Iteration 24Q (99934.770000 sec): 3 clusters
  Score: Raw -1755214.728466 + Penalty 3153.482277 = -1752061.246189
  nChanged 13
		SP:Iteration 25Q (99934.960000 sec): 3 clusters
  Score: Raw -1755220.093277 + Penalty 3153.482277 = -1752066.611000
  nChanged 12
		SP:Iteration 26Q (99935.140000 sec): 3 clusters
  Score: Raw -1755225.590939 + Penalty 3153.482277 = -1752072.108662
  nChanged 7
		SP:Iteration 27Q (99935.330000 sec): 3 clusters
  Score: Raw -1755228.721759 + Penalty 3153.482277 = -1752075.239482
  nChanged 11
		SP:Iteration 28Q (99935.520000 sec): 3 clusters
  Score: Raw -1755234.165949 + Penalty 3153.482277 = -1752080.683671
  nChanged 7
		SP:Iteration 29Q (99935.700000 sec): 3 clusters
  Score: Raw -1755237.512168 + Penalty 3153.482277 = -1752084.029891
  nChanged 8
		SP:Iteration 30Q (99935.890000 sec): 3 clusters
  Score: Raw -1755242.025944 + Penalty 3153.482277 = -1752088.543667
  nChanged 9
		SP:Iteration 31Q (99936.070000 sec): 3 clusters
  Score: Raw -1755248.151279 + Penalty 3153.482277 = -1752094.669002
  nChanged 8
		SP:Iteration 32Q (99936.290000 sec): 3 clusters
  Score: Raw -1755251.338044 + Penalty 3153.482277 = -1752097.855767
  nChanged 7
		SP:Iteration 33Q (99936.470000 sec): 3 clusters
  Score: Raw -1755255.272561 + Penalty 3153.482277 = -1752101.790284
  nChanged 4
		SP:Iteration 34Q (99936.660000 sec): 3 clusters
  Score: Raw -1755256.993362 + Penalty 3153.482277 = -1752103.511085
  nChanged 6
		SP:Iteration 35Q (99936.850000 sec): 3 clusters
  Score: Raw -1755261.041583 + Penalty 3153.482277 = -1752107.559305
  nChanged 8
		SP:Iteration 36Q (99937.030000 sec): 3 clusters
  Score: Raw -1755266.417816 + Penalty 3153.482277 = -1752112.935539
  nChanged 9
		SP:Iteration 37Q (99937.220000 sec): 3 clusters
  Score: Raw -1755270.006757 + Penalty 3153.482277 = -1752116.524480
  nChanged 9
		SP:Iteration 38Q (99937.400000 sec): 3 clusters
  Score: Raw -1755274.095519 + Penalty 3153.482277 = -1752120.613242
  nChanged 9
		SP:Iteration 39Q (99937.590000 sec): 3 clusters
  Score: Raw -1755278.253795 + Penalty 3153.482277 = -1752124.771518
  nChanged 6
		SP:Iteration 40F (99937.790000 sec): 3 clusters
  Score: Raw -1755281.376860 + Penalty 3153.482277 = -1752127.894583
  nChanged 5
		SP:Iteration 41Q (99937.980000 sec): 3 clusters
  Score: Raw -1755283.297725 + Penalty 3153.482277 = -1752129.815447
  nChanged 4
		SP:Iteration 42Q (99938.160000 sec): 3 clusters
  Score: Raw -1755284.478177 + Penalty 3153.482277 = -1752130.995900
  nChanged 4
		SP:Iteration 43Q (99938.350000 sec): 3 clusters
  Score: Raw -1755285.959901 + Penalty 3153.482277 = -1752132.477623
  nChanged 3
		SP:Iteration 44Q (99938.540000 sec): 3 clusters
  Score: Raw -1755287.175538 + Penalty 3153.482277 = -1752133.693261
  nChanged 2
		SP:Iteration 45Q (99938.750000 sec): 3 clusters
  Score: Raw -1755288.427745 + Penalty 3153.482277 = -1752134.945468
  nChanged 3
		SP:Iteration 46Q (99938.930000 sec): 3 clusters
  Score: Raw -1755290.713842 + Penalty 3153.482277 = -1752137.231564
  nChanged 6
		SP:Iteration 47Q (99939.120000 sec): 3 clusters
  Score: Raw -1755294.820357 + Penalty 3153.482277 = -1752141.338079
  nChanged 6
		SP:Iteration 48Q (99939.300000 sec): 3 clusters
  Score: Raw -1755299.799378 + Penalty 3153.482277 = -1752146.317101
  nChanged 3
		SP:Iteration 49Q (99939.490000 sec): 3 clusters
  Score: Raw -1755301.435364 + Penalty 3153.482277 = -1752147.953087
  nChanged 4
		SP:Iteration 50Q (99939.670000 sec): 3 clusters
  Score: Raw -1755303.843090 + Penalty 3153.482277 = -1752150.360813
  nChanged 4
		SP:Iteration 51Q (99939.860000 sec): 3 clusters
  Score: Raw -1755305.483865 + Penalty 3153.482277 = -1752152.001588
  nChanged 1
		SP:Iteration 52Q (99940.070000 sec): 3 clusters
  Score: Raw -1755305.789052 + Penalty 3153.482277 = -1752152.306775
  nChanged 1
		SP:Iteration 53Q (99940.250000 sec): 3 clusters
  Score: Raw -1755305.978257 + Penalty 3153.482277 = -1752152.495980
  nChanged 0
		SP:Iteration 54F (99940.440000 sec): 3 clusters
  Score: Raw -1755305.978257 + Penalty 3153.482277 = -1752152.495980
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99940.790000 sec): 2 clusters
  Score: Raw -4383464.641640 + Penalty 1726.001360 = -4381738.640279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99941.220000 sec): 3 clusters
  Score: Raw -4357659.811199 + Penalty 3452.002721 = -4354207.808478
  nChanged 19193
		SP:Iteration 1F (99941.640000 sec): 3 clusters
  Score: Raw -4368465.127129 + Penalty 3452.002721 = -4365013.124408
  nChanged 1763
		SP:Iteration 2Q (99942.130000 sec): 3 clusters
  Score: Raw -4369154.482158 + Penalty 3452.002721 = -4365702.479437
  nChanged 1876
		SP:Iteration 3Q (99942.580000 sec): 3 clusters
  Score: Raw -4370052.172999 + Penalty 3452.002721 = -4366600.170278
  nChanged 2163
		SP:Iteration 4F (99943.040000 sec): 3 clusters
  Score: Raw -4371302.499477 + Penalty 3452.002721 = -4367850.496756
  nChanged 2407
		SP:Iteration 5F (99943.460000 sec): 3 clusters
  Score: Raw -4372825.833714 + Penalty 3452.002721 = -4369373.830993
  nChanged 2564
		SP:Iteration 6F (99943.930000 sec): 3 clusters
  Score: Raw -4374449.227107 + Penalty 3452.002721 = -4370997.224386
  nChanged 2529
		SP:Iteration 7F (99944.380000 sec): 3 clusters
  Score: Raw -4376004.090811 + Penalty 3452.002721 = -4372552.088090
  nChanged 2368
		SP:Iteration 8F (99944.790000 sec): 3 clusters
  Score: Raw -4377650.888991 + Penalty 3452.002721 = -4374198.886270
  nChanged 2206
		SP:Iteration 9F (99945.260000 sec): 3 clusters
  Score: Raw -4379194.627884 + Penalty 3452.002721 = -4375742.625163
  nChanged 1730
		SP:Iteration 10Q (99945.720000 sec): 3 clusters
  Score: Raw -4380294.948811 + Penalty 3452.002721 = -4376842.946090
  nChanged 1314
		SP:Iteration 11Q (99946.140000 sec): 3 clusters
  Score: Raw -4380993.489590 + Penalty 3452.002721 = -4377541.486869
  nChanged 1053
		SP:Iteration 12Q (99946.610000 sec): 3 clusters
  Score: Raw -4381564.727570 + Penalty 3452.002721 = -4378112.724849
  nChanged 972
		SP:Iteration 13Q (99947.050000 sec): 3 clusters
  Score: Raw -4382063.928629 + Penalty 3452.002721 = -4378611.925908
  nChanged 907
		SP:Iteration 14Q (99947.470000 sec): 3 clusters
  Score: Raw -4382524.099141 + Penalty 3452.002721 = -4379072.096420
  nChanged 855
		SP:Iteration 15Q (99947.880000 sec): 3 clusters
  Score: Raw -4382979.753135 + Penalty 3452.002721 = -4379527.750414
  nChanged 787
		SP:Iteration 16Q (99948.340000 sec): 3 clusters
  Score: Raw -4383403.448413 + Penalty 3452.002721 = -4379951.445692
  nChanged 698
		SP:Iteration 17Q (99948.760000 sec): 3 clusters
  Score: Raw -4383759.941249 + Penalty 3452.002721 = -4380307.938528
  nChanged 584
		SP:Iteration 18Q (99949.190000 sec): 3 clusters
  Score: Raw -4384009.127279 + Penalty 3452.002721 = -4380557.124558
  nChanged 475
		SP:Iteration 19Q (99949.590000 sec): 3 clusters
  Score: Raw -4384179.892553 + Penalty 3452.002721 = -4380727.889832
  nChanged 395
		SP:Iteration 20F (99950.000000 sec): 3 clusters
  Score: Raw -4384305.957607 + Penalty 3452.002721 = -4380853.954886
  nChanged 325
		SP:Iteration 21Q (99950.400000 sec): 3 clusters
  Score: Raw -4384397.869719 + Penalty 3452.002721 = -4380945.866998
  nChanged 284
		SP:Iteration 22Q (99950.800000 sec): 3 clusters
  Score: Raw -4384470.208323 + Penalty 3452.002721 = -4381018.205602
  nChanged 251
		SP:Iteration 23Q (99951.200000 sec): 3 clusters
  Score: Raw -4384524.117760 + Penalty 3452.002721 = -4381072.115039
  nChanged 185
		SP:Iteration 24Q (99951.590000 sec): 3 clusters
  Score: Raw -4384555.493623 + Penalty 3452.002721 = -4381103.490902
  nChanged 149
		SP:Iteration 25Q (99952.010000 sec): 3 clusters
  Score: Raw -4384580.294886 + Penalty 3452.002721 = -4381128.292165
  nChanged 144
		SP:Iteration 26Q (99952.400000 sec): 3 clusters
  Score: Raw -4384606.257782 + Penalty 3452.002721 = -4381154.255061
  nChanged 153
		SP:Iteration 27Q (99952.800000 sec): 3 clusters
  Score: Raw -4384633.026098 + Penalty 3452.002721 = -4381181.023377
  nChanged 117
		SP:Iteration 28Q (99953.220000 sec): 3 clusters
  Score: Raw -4384651.476161 + Penalty 3452.002721 = -4381199.473440
  nChanged 104
		SP:Iteration 29Q (99953.610000 sec): 3 clusters
  Score: Raw -4384666.679188 + Penalty 3452.002721 = -4381214.676467
  nChanged 92
		SP:Iteration 30Q (99954.030000 sec): 3 clusters
  Score: Raw -4384678.937052 + Penalty 3452.002721 = -4381226.934331
  nChanged 83
		SP:Iteration 31Q (99954.420000 sec): 3 clusters
  Score: Raw -4384690.248588 + Penalty 3452.002721 = -4381238.245867
  nChanged 85
		SP:Iteration 32Q (99954.840000 sec): 3 clusters
  Score: Raw -4384701.229742 + Penalty 3452.002721 = -4381249.227021
  nChanged 80
		SP:Iteration 33Q (99955.250000 sec): 3 clusters
  Score: Raw -4384711.552946 + Penalty 3452.002721 = -4381259.550225
  nChanged 76
		SP:Iteration 34Q (99955.720000 sec): 3 clusters
  Score: Raw -4384721.452739 + Penalty 3452.002721 = -4381269.450018
  nChanged 62
		SP:Iteration 35Q (99956.190000 sec): 3 clusters
  Score: Raw -4384727.659530 + Penalty 3452.002721 = -4381275.656809
  nChanged 45
		SP:Iteration 36Q (99956.660000 sec): 3 clusters
  Score: Raw -4384732.204357 + Penalty 3452.002721 = -4381280.201636
  nChanged 42
		SP:Iteration 37Q (99957.050000 sec): 3 clusters
  Score: Raw -4384736.477397 + Penalty 3452.002721 = -4381284.474676
  nChanged 39
		SP:Iteration 38Q (99957.470000 sec): 3 clusters
  Score: Raw -4384739.766482 + Penalty 3452.002721 = -4381287.763761
  nChanged 31
		SP:Iteration 39Q (99957.860000 sec): 3 clusters
  Score: Raw -4384742.341628 + Penalty 3452.002721 = -4381290.338907
  nChanged 26
		SP:Iteration 40F (99958.300000 sec): 3 clusters
  Score: Raw -4384744.492446 + Penalty 3452.002721 = -4381292.489725
  nChanged 26
		SP:Iteration 41Q (99958.690000 sec): 3 clusters
  Score: Raw -4384746.527576 + Penalty 3452.002721 = -4381294.524855
  nChanged 28
		SP:Iteration 42Q (99959.080000 sec): 3 clusters
  Score: Raw -4384748.974894 + Penalty 3452.002721 = -4381296.972173
  nChanged 26
		SP:Iteration 43Q (99959.480000 sec): 3 clusters
  Score: Raw -4384751.144754 + Penalty 3452.002721 = -4381299.142033
  nChanged 25
		SP:Iteration 44Q (99959.890000 sec): 3 clusters
  Score: Raw -4384753.102449 + Penalty 3452.002721 = -4381301.099728
  nChanged 16
		SP:Iteration 45Q (99960.280000 sec): 3 clusters
  Score: Raw -4384754.171638 + Penalty 3452.002721 = -4381302.168918
  nChanged 17
		SP:Iteration 46Q (99960.700000 sec): 3 clusters
  Score: Raw -4384755.340043 + Penalty 3452.002721 = -4381303.337322
  nChanged 18
		SP:Iteration 47Q (99961.090000 sec): 3 clusters
  Score: Raw -4384756.349289 + Penalty 3452.002721 = -4381304.346568
  nChanged 12
		SP:Iteration 48Q (99961.480000 sec): 3 clusters
  Score: Raw -4384756.932127 + Penalty 3452.002721 = -4381304.929406
  nChanged 11
		SP:Iteration 49Q (99961.900000 sec): 3 clusters
  Score: Raw -4384757.668668 + Penalty 3452.002721 = -4381305.665947
  nChanged 13
		SP:Iteration 50Q (99962.290000 sec): 3 clusters
  Score: Raw -4384758.373488 + Penalty 3452.002721 = -4381306.370767
  nChanged 16
		SP:Iteration 51Q (99962.710000 sec): 3 clusters
  Score: Raw -4384759.514764 + Penalty 3452.002721 = -4381307.512043
  nChanged 7
		SP:Iteration 52Q (99963.100000 sec): 3 clusters
  Score: Raw -4384759.961136 + Penalty 3452.002721 = -4381307.958415
  nChanged 6
		SP:Iteration 53Q (99963.520000 sec): 3 clusters
  Score: Raw -4384760.372165 + Penalty 3452.002721 = -4381308.369444
  nChanged 8
		SP:Iteration 54Q (99963.910000 sec): 3 clusters
  Score: Raw -4384760.836052 + Penalty 3452.002721 = -4381308.833331
  nChanged 6
		SP:Iteration 55Q (99964.320000 sec): 3 clusters
  Score: Raw -4384761.158696 + Penalty 3452.002721 = -4381309.155975
  nChanged 4
		SP:Iteration 56Q (99964.710000 sec): 3 clusters
  Score: Raw -4384761.336560 + Penalty 3452.002721 = -4381309.333839
  nChanged 4
		SP:Iteration 57Q (99965.130000 sec): 3 clusters
  Score: Raw -4384761.498183 + Penalty 3452.002721 = -4381309.495462
  nChanged 3
		SP:Iteration 58Q (99965.520000 sec): 3 clusters
  Score: Raw -4384761.679311 + Penalty 3452.002721 = -4381309.676590
  nChanged 5
		SP:Iteration 59Q (99965.940000 sec): 3 clusters
  Score: Raw -4384762.039576 + Penalty 3452.002721 = -4381310.036855
  nChanged 7
		SP:Iteration 60F (99966.360000 sec): 3 clusters
  Score: Raw -4384762.422290 + Penalty 3452.002721 = -4381310.419569
  nChanged 3
		SP:Iteration 61Q (99966.750000 sec): 3 clusters
  Score: Raw -4384762.603452 + Penalty 3452.002721 = -4381310.600731
  nChanged 3
		SP:Iteration 62Q (99967.140000 sec): 3 clusters
  Score: Raw -4384762.767330 + Penalty 3452.002721 = -4381310.764609
  nChanged 3
		SP:Iteration 63Q (99967.560000 sec): 3 clusters
  Score: Raw -4384762.919174 + Penalty 3452.002721 = -4381310.916453
  nChanged 3
		SP:Iteration 64Q (99967.970000 sec): 3 clusters
  Score: Raw -4384763.011211 + Penalty 3452.002721 = -4381311.008490
  nChanged 0
		SP:Iteration 65F (99968.390000 sec): 3 clusters
  Score: Raw -4384763.011211 + Penalty 3452.002721 = -4381311.008490
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99968.440000 sec): 2 clusters
  Score: Raw -86640.815477 + Penalty 1127.155695 = -85513.659782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99968.460000 sec): 3 clusters
  Score: Raw -86330.364324 + Penalty 2254.311389 = -84076.052935
  nChanged 325
		SP:Iteration 1F (99968.490000 sec): 3 clusters
  Score: Raw -86665.656224 + Penalty 2254.311389 = -84411.344835
  nChanged 99
		SP:Iteration 2F (99968.510000 sec): 3 clusters
  Score: Raw -86822.341366 + Penalty 2254.311389 = -84568.029976
  nChanged 56
		SP:Iteration 3F (99968.530000 sec): 3 clusters
  Score: Raw -86893.802436 + Penalty 2254.311389 = -84639.491047
  nChanged 37
		SP:Iteration 4Q (99968.550000 sec): 3 clusters
  Score: Raw -86945.788817 + Penalty 2254.311389 = -84691.477428
  nChanged 24
		SP:Iteration 5Q (99968.570000 sec): 3 clusters
  Score: Raw -86968.765427 + Penalty 2254.311389 = -84714.454038
  nChanged 20
		SP:Iteration 6Q (99968.590000 sec): 3 clusters
  Score: Raw -87003.279948 + Penalty 2254.311389 = -84748.968559
  nChanged 16
		SP:Iteration 7Q (99968.610000 sec): 3 clusters
  Score: Raw -87028.713397 + Penalty 2254.311389 = -84774.402008
  nChanged 17
		SP:Iteration 8Q (99968.640000 sec): 3 clusters
  Score: Raw -87053.191174 + Penalty 2254.311389 = -84798.879784
  nChanged 15
		SP:Iteration 9Q (99968.660000 sec): 3 clusters
  Score: Raw -87070.675620 + Penalty 2254.311389 = -84816.364231
  nChanged 15
		SP:Iteration 10Q (99968.680000 sec): 3 clusters
  Score: Raw -87093.732248 + Penalty 2254.311389 = -84839.420859
  nChanged 16
		SP:Iteration 11Q (99968.700000 sec): 3 clusters
  Score: Raw -87115.779375 + Penalty 2254.311389 = -84861.467986
  nChanged 17
		SP:Iteration 12Q (99968.720000 sec): 3 clusters
  Score: Raw -87138.313096 + Penalty 2254.311389 = -84884.001707
  nChanged 13
		SP:Iteration 13Q (99968.740000 sec): 3 clusters
  Score: Raw -87157.013640 + Penalty 2254.311389 = -84902.702251
  nChanged 11
		SP:Iteration 14Q (99968.760000 sec): 3 clusters
  Score: Raw -87175.309722 + Penalty 2254.311389 = -84920.998333
  nChanged 16
		SP:Iteration 15Q (99968.780000 sec): 3 clusters
  Score: Raw -87196.145276 + Penalty 2254.311389 = -84941.833887
  nChanged 14
		SP:Iteration 16Q (99968.800000 sec): 3 clusters
  Score: Raw -87214.507377 + Penalty 2254.311389 = -84960.195988
  nChanged 10
		SP:Iteration 17Q (99968.820000 sec): 3 clusters
  Score: Raw -87228.883432 + Penalty 2254.311389 = -84974.572042
  nChanged 5
		SP:Iteration 18Q (99968.840000 sec): 3 clusters
  Score: Raw -87232.002969 + Penalty 2254.311389 = -84977.691579
  nChanged 2
		SP:Iteration 19Q (99968.860000 sec): 3 clusters
  Score: Raw -87233.651736 + Penalty 2254.311389 = -84979.340347
  nChanged 2
		SP:Iteration 20F (99968.880000 sec): 3 clusters
  Score: Raw -87235.266637 + Penalty 2254.311389 = -84980.955248
  nChanged 1
		SP:Iteration 21Q (99968.900000 sec): 3 clusters
  Score: Raw -87235.775058 + Penalty 2254.311389 = -84981.463668
  nChanged 0
		SP:Iteration 22F (99968.920000 sec): 3 clusters
  Score: Raw -87235.775058 + Penalty 2254.311389 = -84981.463668
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99968.970000 sec): 2 clusters
  Score: Raw -55079.498069 + Penalty 1027.999289 = -54051.498780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99968.990000 sec): 3 clusters
  Score: Raw -55011.542148 + Penalty 2055.998579 = -52955.543569
  nChanged 141
		SP:Iteration 1F (99969.000000 sec): 3 clusters
  Score: Raw -55191.304678 + Penalty 2055.998579 = -53135.306099
  nChanged 36
		SP:Iteration 2F (99969.010000 sec): 3 clusters
  Score: Raw -55254.235860 + Penalty 2055.998579 = -53198.237281
  nChanged 20
		SP:Iteration 3Q (99969.020000 sec): 3 clusters
  Score: Raw -55282.545026 + Penalty 2055.998579 = -53226.546447
  nChanged 12
		SP:Iteration 4Q (99969.030000 sec): 3 clusters
  Score: Raw -55300.527543 + Penalty 2055.998579 = -53244.528964
  nChanged 12
		SP:Iteration 5Q (99969.050000 sec): 3 clusters
  Score: Raw -55339.294198 + Penalty 2055.998579 = -53283.295619
  nChanged 18
		SP:Iteration 6Q (99969.050000 sec): 3 clusters
  Score: Raw -55382.141975 + Penalty 2055.998579 = -53326.143396
  nChanged 19
		SP:Iteration 7Q (99969.070000 sec): 3 clusters
  Score: Raw -55448.774678 + Penalty 2055.998579 = -53392.776100
  nChanged 12
		SP:Iteration 8Q (99969.080000 sec): 3 clusters
  Score: Raw -55466.441352 + Penalty 2055.998579 = -53410.442773
  nChanged 6
		SP:Iteration 9Q (99969.090000 sec): 3 clusters
  Score: Raw -55485.612211 + Penalty 2055.998579 = -53429.613632
  nChanged 4
		SP:Iteration 10Q (99969.100000 sec): 3 clusters
  Score: Raw -55494.779065 + Penalty 2055.998579 = -53438.780487
  nChanged 4
		SP:Iteration 11Q (99969.110000 sec): 3 clusters
  Score: Raw -55498.125756 + Penalty 2055.998579 = -53442.127177
  nChanged 2
		SP:Iteration 12Q (99969.130000 sec): 3 clusters
  Score: Raw -55503.347060 + Penalty 2055.998579 = -53447.348481
  nChanged 2
		SP:Iteration 13Q (99969.140000 sec): 3 clusters
  Score: Raw -55506.926749 + Penalty 2055.998579 = -53450.928170
  nChanged 2
		SP:Iteration 14Q (99969.150000 sec): 3 clusters
  Score: Raw -55511.240211 + Penalty 2055.998579 = -53455.241632
  nChanged 0
		SP:Iteration 15F (99969.160000 sec): 3 clusters
  Score: Raw -55511.240211 + Penalty 2055.998579 = -53455.241632
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99969.230000 sec): 2 clusters
  Score: Raw -314103.830431 + Penalty 1313.088882 = -312790.741549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99969.300000 sec): 3 clusters
  Score: Raw -312596.309113 + Penalty 2626.177764 = -309970.131349
  nChanged 1244
		SP:Iteration 1F (99969.360000 sec): 3 clusters
  Score: Raw -313355.579906 + Penalty 2626.177764 = -310729.402142
  nChanged 242
		SP:Iteration 2F (99969.420000 sec): 3 clusters
  Score: Raw -313507.798593 + Penalty 2626.177764 = -310881.620829
  nChanged 183
		SP:Iteration 3F (99969.480000 sec): 3 clusters
  Score: Raw -313603.801769 + Penalty 2626.177764 = -310977.624005
  nChanged 123
		SP:Iteration 4Q (99969.540000 sec): 3 clusters
  Score: Raw -313671.803194 + Penalty 2626.177764 = -311045.625430
  nChanged 105
		SP:Iteration 5Q (99969.610000 sec): 3 clusters
  Score: Raw -313726.838274 + Penalty 2626.177764 = -311100.660510
  nChanged 96
		SP:Iteration 6Q (99969.670000 sec): 3 clusters
  Score: Raw -313783.090013 + Penalty 2626.177764 = -311156.912249
  nChanged 83
		SP:Iteration 7Q (99969.730000 sec): 3 clusters
  Score: Raw -313831.276217 + Penalty 2626.177764 = -311205.098453
  nChanged 85
		SP:Iteration 8Q (99969.790000 sec): 3 clusters
  Score: Raw -313871.254275 + Penalty 2626.177764 = -311245.076511
  nChanged 61
		SP:Iteration 9Q (99969.850000 sec): 3 clusters
  Score: Raw -313896.248895 + Penalty 2626.177764 = -311270.071131
  nChanged 50
		SP:Iteration 10Q (99969.920000 sec): 3 clusters
  Score: Raw -313919.242008 + Penalty 2626.177764 = -311293.064244
  nChanged 46
		SP:Iteration 11Q (99969.980000 sec): 3 clusters
  Score: Raw -313940.158071 + Penalty 2626.177764 = -311313.980307
  nChanged 51
		SP:Iteration 12Q (99970.040000 sec): 3 clusters
  Score: Raw -313964.678250 + Penalty 2626.177764 = -311338.500486
  nChanged 42
		SP:Iteration 13Q (99970.100000 sec): 3 clusters
  Score: Raw -313984.911600 + Penalty 2626.177764 = -311358.733836
  nChanged 39
		SP:Iteration 14Q (99970.170000 sec): 3 clusters
  Score: Raw -314002.546626 + Penalty 2626.177764 = -311376.368862
  nChanged 40
		SP:Iteration 15Q (99970.230000 sec): 3 clusters
  Score: Raw -314020.320473 + Penalty 2626.177764 = -311394.142709
  nChanged 31
		SP:Iteration 16Q (99970.290000 sec): 3 clusters
  Score: Raw -314033.243176 + Penalty 2626.177764 = -311407.065412
  nChanged 18
		SP:Iteration 17Q (99970.350000 sec): 3 clusters
  Score: Raw -314041.610934 + Penalty 2626.177764 = -311415.433171
  nChanged 18
		SP:Iteration 18Q (99970.410000 sec): 3 clusters
  Score: Raw -314048.334219 + Penalty 2626.177764 = -311422.156455
  nChanged 16
		SP:Iteration 19Q (99970.480000 sec): 3 clusters
  Score: Raw -314054.372811 + Penalty 2626.177764 = -311428.195047
  nChanged 11
		SP:Iteration 20F (99970.540000 sec): 3 clusters
  Score: Raw -314057.942169 + Penalty 2626.177764 = -311431.764405
  nChanged 13
		SP:Iteration 21Q (99970.600000 sec): 3 clusters
  Score: Raw -314062.259991 + Penalty 2626.177764 = -311436.082227
  nChanged 13
		SP:Iteration 22Q (99970.660000 sec): 3 clusters
  Score: Raw -314065.761986 + Penalty 2626.177764 = -311439.584222
  nChanged 13
		SP:Iteration 23Q (99970.720000 sec): 3 clusters
  Score: Raw -314071.672277 + Penalty 2626.177764 = -311445.494513
  nChanged 16
		SP:Iteration 24Q (99970.790000 sec): 3 clusters
  Score: Raw -314077.696252 + Penalty 2626.177764 = -311451.518489
  nChanged 10
		SP:Iteration 25Q (99970.850000 sec): 3 clusters
  Score: Raw -314082.096751 + Penalty 2626.177764 = -311455.918987
  nChanged 11
		SP:Iteration 26Q (99970.910000 sec): 3 clusters
  Score: Raw -314087.803528 + Penalty 2626.177764 = -311461.625764
  nChanged 11
		SP:Iteration 27Q (99970.970000 sec): 3 clusters
  Score: Raw -314093.991351 + Penalty 2626.177764 = -311467.813587
  nChanged 12
		SP:Iteration 28Q (99971.030000 sec): 3 clusters
  Score: Raw -314100.022559 + Penalty 2626.177764 = -311473.844795
  nChanged 12
		SP:Iteration 29Q (99971.090000 sec): 3 clusters
  Score: Raw -314104.368396 + Penalty 2626.177764 = -311478.190632
  nChanged 8
		SP:Iteration 30Q (99971.150000 sec): 3 clusters
  Score: Raw -314107.780286 + Penalty 2626.177764 = -311481.602522
  nChanged 5
		SP:Iteration 31Q (99971.220000 sec): 3 clusters
  Score: Raw -314110.216976 + Penalty 2626.177764 = -311484.039212
  nChanged 6
		SP:Iteration 32Q (99971.280000 sec): 3 clusters
  Score: Raw -314113.988418 + Penalty 2626.177764 = -311487.810654
  nChanged 12
		SP:Iteration 33Q (99971.340000 sec): 3 clusters
  Score: Raw -314120.084930 + Penalty 2626.177764 = -311493.907166
  nChanged 10
		SP:Iteration 34Q (99971.400000 sec): 3 clusters
  Score: Raw -314123.605151 + Penalty 2626.177764 = -311497.427387
  nChanged 5
		SP:Iteration 35Q (99971.460000 sec): 3 clusters
  Score: Raw -314125.701802 + Penalty 2626.177764 = -311499.524038
  nChanged 4
		SP:Iteration 36Q (99971.530000 sec): 3 clusters
  Score: Raw -314127.583166 + Penalty 2626.177764 = -311501.405402
  nChanged 4
		SP:Iteration 37Q (99971.590000 sec): 3 clusters
  Score: Raw -314128.982143 + Penalty 2626.177764 = -311502.804379
  nChanged 3
		SP:Iteration 38Q (99971.650000 sec): 3 clusters
  Score: Raw -314131.136014 + Penalty 2626.177764 = -311504.958251
  nChanged 5
		SP:Iteration 39Q (99971.710000 sec): 3 clusters
  Score: Raw -314133.093685 + Penalty 2626.177764 = -311506.915922
  nChanged 5
		SP:Iteration 40F (99971.770000 sec): 3 clusters
  Score: Raw -314135.456639 + Penalty 2626.177764 = -311509.278875
  nChanged 3
		SP:Iteration 41Q (99971.830000 sec): 3 clusters
  Score: Raw -314136.555921 + Penalty 2626.177764 = -311510.378157
  nChanged 4
		SP:Iteration 42Q (99971.890000 sec): 3 clusters
  Score: Raw -314138.358922 + Penalty 2626.177764 = -311512.181158
  nChanged 4
		SP:Iteration 43Q (99971.950000 sec): 3 clusters
  Score: Raw -314140.585571 + Penalty 2626.177764 = -311514.407807
  nChanged 4
		SP:Iteration 44Q (99972.020000 sec): 3 clusters
  Score: Raw -314142.018856 + Penalty 2626.177764 = -311515.841092
  nChanged 4
		SP:Iteration 45Q (99972.080000 sec): 3 clusters
  Score: Raw -314144.473974 + Penalty 2626.177764 = -311518.296210
  nChanged 5
		SP:Iteration 46Q (99972.140000 sec): 3 clusters
  Score: Raw -314147.671786 + Penalty 2626.177764 = -311521.494023
  nChanged 8
		SP:Iteration 47Q (99972.200000 sec): 3 clusters
  Score: Raw -314151.345062 + Penalty 2626.177764 = -311525.167298
  nChanged 8
		SP:Iteration 48Q (99972.260000 sec): 3 clusters
  Score: Raw -314155.219316 + Penalty 2626.177764 = -311529.041553
  nChanged 11
		SP:Iteration 49Q (99972.330000 sec): 3 clusters
  Score: Raw -314160.835381 + Penalty 2626.177764 = -311534.657617
  nChanged 8
		SP:Iteration 50Q (99972.390000 sec): 3 clusters
  Score: Raw -314165.038526 + Penalty 2626.177764 = -311538.860762
  nChanged 7
		SP:Iteration 51Q (99972.450000 sec): 3 clusters
  Score: Raw -314169.049663 + Penalty 2626.177764 = -311542.871899
  nChanged 6
		SP:Iteration 52Q (99972.510000 sec): 3 clusters
  Score: Raw -314172.259043 + Penalty 2626.177764 = -311546.081279
  nChanged 8
		SP:Iteration 53Q (99972.570000 sec): 3 clusters
  Score: Raw -314176.251726 + Penalty 2626.177764 = -311550.073962
  nChanged 6
		SP:Iteration 54Q (99972.630000 sec): 3 clusters
  Score: Raw -314179.230467 + Penalty 2626.177764 = -311553.052703
  nChanged 5
		SP:Iteration 55Q (99972.690000 sec): 3 clusters
  Score: Raw -314181.275631 + Penalty 2626.177764 = -311555.097867
  nChanged 3
		SP:Iteration 56Q (99972.750000 sec): 3 clusters
  Score: Raw -314182.373798 + Penalty 2626.177764 = -311556.196034
  nChanged 3
		SP:Iteration 57Q (99972.820000 sec): 3 clusters
  Score: Raw -314183.308895 + Penalty 2626.177764 = -311557.131131
  nChanged 4
		SP:Iteration 58Q (99972.880000 sec): 3 clusters
  Score: Raw -314184.938408 + Penalty 2626.177764 = -311558.760644
  nChanged 2
		SP:Iteration 59Q (99972.940000 sec): 3 clusters
  Score: Raw -314185.558471 + Penalty 2626.177764 = -311559.380707
  nChanged 2
		SP:Iteration 60F (99973.000000 sec): 3 clusters
  Score: Raw -314186.219363 + Penalty 2626.177764 = -311560.041599
  nChanged 3
		SP:Iteration 61Q (99973.060000 sec): 3 clusters
  Score: Raw -314187.059434 + Penalty 2626.177764 = -311560.881670
  nChanged 0
		SP:Iteration 62F (99973.120000 sec): 3 clusters
  Score: Raw -314187.059434 + Penalty 2626.177764 = -311560.881670
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99973.190000 sec): 2 clusters
  Score: Raw -149259.644995 + Penalty 1211.673865 = -148047.971130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99973.220000 sec): 3 clusters
  Score: Raw -148584.224801 + Penalty 2423.347730 = -146160.877071
  nChanged 635
		SP:Iteration 1F (99973.250000 sec): 3 clusters
  Score: Raw -149073.382731 + Penalty 2423.347730 = -146650.035000
  nChanged 167
		SP:Iteration 2F (99973.290000 sec): 3 clusters
  Score: Raw -149244.794331 + Penalty 2423.347730 = -146821.446600
  nChanged 126
		SP:Iteration 3F (99973.320000 sec): 3 clusters
  Score: Raw -149419.523614 + Penalty 2423.347730 = -146996.175884
  nChanged 126
		SP:Iteration 4F (99973.350000 sec): 3 clusters
  Score: Raw -149629.591902 + Penalty 2423.347730 = -147206.244172
  nChanged 127
		SP:Iteration 5F (99973.390000 sec): 3 clusters
  Score: Raw -149788.557840 + Penalty 2423.347730 = -147365.210110
  nChanged 85
		SP:Iteration 6Q (99973.420000 sec): 3 clusters
  Score: Raw -149875.599066 + Penalty 2423.347730 = -147452.251335
  nChanged 45
		SP:Iteration 7Q (99973.450000 sec): 3 clusters
  Score: Raw -149922.612641 + Penalty 2423.347730 = -147499.264911
  nChanged 32
		SP:Iteration 8Q (99973.490000 sec): 3 clusters
  Score: Raw -149962.419361 + Penalty 2423.347730 = -147539.071630
  nChanged 30
		SP:Iteration 9Q (99973.520000 sec): 3 clusters
  Score: Raw -150006.182147 + Penalty 2423.347730 = -147582.834417
  nChanged 25
		SP:Iteration 10Q (99973.550000 sec): 3 clusters
  Score: Raw -150030.428431 + Penalty 2423.347730 = -147607.080700
  nChanged 15
		SP:Iteration 11Q (99973.590000 sec): 3 clusters
  Score: Raw -150044.292022 + Penalty 2423.347730 = -147620.944291
  nChanged 9
		SP:Iteration 12Q (99973.620000 sec): 3 clusters
  Score: Raw -150058.661456 + Penalty 2423.347730 = -147635.313726
  nChanged 14
		SP:Iteration 13Q (99973.650000 sec): 3 clusters
  Score: Raw -150079.071280 + Penalty 2423.347730 = -147655.723550
  nChanged 13
		SP:Iteration 14Q (99973.690000 sec): 3 clusters
  Score: Raw -150097.404524 + Penalty 2423.347730 = -147674.056794
  nChanged 8
		SP:Iteration 15Q (99973.720000 sec): 3 clusters
  Score: Raw -150103.963629 + Penalty 2423.347730 = -147680.615898
  nChanged 5
		SP:Iteration 16Q (99973.750000 sec): 3 clusters
  Score: Raw -150111.256731 + Penalty 2423.347730 = -147687.909001
  nChanged 5
		SP:Iteration 17Q (99973.790000 sec): 3 clusters
  Score: Raw -150115.830041 + Penalty 2423.347730 = -147692.482310
  nChanged 6
		SP:Iteration 18Q (99973.820000 sec): 3 clusters
  Score: Raw -150121.127688 + Penalty 2423.347730 = -147697.779958
  nChanged 4
		SP:Iteration 19Q (99973.850000 sec): 3 clusters
  Score: Raw -150124.832541 + Penalty 2423.347730 = -147701.484810
  nChanged 4
		SP:Iteration 20F (99973.880000 sec): 3 clusters
  Score: Raw -150127.791447 + Penalty 2423.347730 = -147704.443717
  nChanged 5
		SP:Iteration 21Q (99973.910000 sec): 3 clusters
  Score: Raw -150131.169806 + Penalty 2423.347730 = -147707.822075
  nChanged 4
		SP:Iteration 22Q (99973.950000 sec): 3 clusters
  Score: Raw -150133.046478 + Penalty 2423.347730 = -147709.698748
  nChanged 2
		SP:Iteration 23Q (99973.980000 sec): 3 clusters
  Score: Raw -150134.191448 + Penalty 2423.347730 = -147710.843718
  nChanged 4
		SP:Iteration 24Q (99974.010000 sec): 3 clusters
  Score: Raw -150136.640870 + Penalty 2423.347730 = -147713.293139
  nChanged 4
		SP:Iteration 25Q (99974.050000 sec): 3 clusters
  Score: Raw -150139.416339 + Penalty 2423.347730 = -147716.068609
  nChanged 8
		SP:Iteration 26Q (99974.080000 sec): 3 clusters
  Score: Raw -150149.455146 + Penalty 2423.347730 = -147726.107415
  nChanged 9
		SP:Iteration 27Q (99974.110000 sec): 3 clusters
  Score: Raw -150159.338147 + Penalty 2423.347730 = -147735.990417
  nChanged 15
		SP:Iteration 28Q (99974.140000 sec): 3 clusters
  Score: Raw -150177.225066 + Penalty 2423.347730 = -147753.877336
  nChanged 15
		SP:Iteration 29Q (99974.170000 sec): 3 clusters
  Score: Raw -150190.606453 + Penalty 2423.347730 = -147767.258723
  nChanged 15
		SP:Iteration 30Q (99974.210000 sec): 3 clusters
  Score: Raw -150215.214026 + Penalty 2423.347730 = -147791.866296
  nChanged 16
		SP:Iteration 31Q (99974.240000 sec): 3 clusters
  Score: Raw -150238.833481 + Penalty 2423.347730 = -147815.485751
  nChanged 14
		SP:Iteration 32Q (99974.270000 sec): 3 clusters
  Score: Raw -150252.625570 + Penalty 2423.347730 = -147829.277840
  nChanged 13
		SP:Iteration 33Q (99974.300000 sec): 3 clusters
  Score: Raw -150263.167366 + Penalty 2423.347730 = -147839.819636
  nChanged 6
		SP:Iteration 34Q (99974.330000 sec): 3 clusters
  Score: Raw -150266.423787 + Penalty 2423.347730 = -147843.076056
  nChanged 5
		SP:Iteration 35Q (99974.370000 sec): 3 clusters
  Score: Raw -150273.108512 + Penalty 2423.347730 = -147849.760782
  nChanged 7
		SP:Iteration 36Q (99974.400000 sec): 3 clusters
  Score: Raw -150279.393613 + Penalty 2423.347730 = -147856.045882
  nChanged 9
		SP:Iteration 37Q (99974.430000 sec): 3 clusters
  Score: Raw -150294.909488 + Penalty 2423.347730 = -147871.561757
  nChanged 14
		SP:Iteration 38Q (99974.460000 sec): 3 clusters
  Score: Raw -150331.944156 + Penalty 2423.347730 = -147908.596425
  nChanged 22
		SP:Iteration 39Q (99974.490000 sec): 3 clusters
  Score: Raw -150380.664324 + Penalty 2423.347730 = -147957.316594
  nChanged 12
		SP:Iteration 40F (99974.530000 sec): 3 clusters
  Score: Raw -150396.911005 + Penalty 2423.347730 = -147973.563274
  nChanged 7
		SP:Iteration 41Q (99974.560000 sec): 3 clusters
  Score: Raw -150403.310764 + Penalty 2423.347730 = -147979.963033
  nChanged 5
		SP:Iteration 42Q (99974.590000 sec): 3 clusters
  Score: Raw -150410.919986 + Penalty 2423.347730 = -147987.572256
  nChanged 5
		SP:Iteration 43Q (99974.620000 sec): 3 clusters
  Score: Raw -150415.017290 + Penalty 2423.347730 = -147991.669560
  nChanged 0
		SP:Iteration 44F (99974.650000 sec): 3 clusters
  Score: Raw -150415.017290 + Penalty 2423.347730 = -147991.669560
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99974.720000 sec): 2 clusters
  Score: Raw -227759.582988 + Penalty 1271.861841 = -226487.721147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99974.770000 sec): 3 clusters
  Score: Raw -226640.392482 + Penalty 2543.723682 = -224096.668800
  nChanged 911
		SP:Iteration 1F (99974.830000 sec): 3 clusters
  Score: Raw -227223.833294 + Penalty 2543.723682 = -224680.109612
  nChanged 222
		SP:Iteration 2F (99974.880000 sec): 3 clusters
  Score: Raw -227387.204566 + Penalty 2543.723682 = -224843.480884
  nChanged 151
		SP:Iteration 3F (99974.930000 sec): 3 clusters
  Score: Raw -227493.354217 + Penalty 2543.723682 = -224949.630535
  nChanged 109
		SP:Iteration 4Q (99974.980000 sec): 3 clusters
  Score: Raw -227583.277237 + Penalty 2543.723682 = -225039.553555
  nChanged 101
		SP:Iteration 5Q (99975.030000 sec): 3 clusters
  Score: Raw -227651.656216 + Penalty 2543.723682 = -225107.932534
  nChanged 70
		SP:Iteration 6Q (99975.080000 sec): 3 clusters
  Score: Raw -227700.503981 + Penalty 2543.723682 = -225156.780299
  nChanged 72
		SP:Iteration 7Q (99975.130000 sec): 3 clusters
  Score: Raw -227749.241770 + Penalty 2543.723682 = -225205.518088
  nChanged 54
		SP:Iteration 8Q (99975.180000 sec): 3 clusters
  Score: Raw -227780.659827 + Penalty 2543.723682 = -225236.936145
  nChanged 46
		SP:Iteration 9Q (99975.230000 sec): 3 clusters
  Score: Raw -227807.190594 + Penalty 2543.723682 = -225263.466913
  nChanged 42
		SP:Iteration 10Q (99975.280000 sec): 3 clusters
  Score: Raw -227828.045584 + Penalty 2543.723682 = -225284.321902
  nChanged 34
		SP:Iteration 11Q (99975.330000 sec): 3 clusters
  Score: Raw -227845.960141 + Penalty 2543.723682 = -225302.236459
  nChanged 36
		SP:Iteration 12Q (99975.380000 sec): 3 clusters
  Score: Raw -227862.824516 + Penalty 2543.723682 = -225319.100834
  nChanged 38
		SP:Iteration 13Q (99975.430000 sec): 3 clusters
  Score: Raw -227882.097744 + Penalty 2543.723682 = -225338.374062
  nChanged 35
		SP:Iteration 14Q (99975.480000 sec): 3 clusters
  Score: Raw -227901.663809 + Penalty 2543.723682 = -225357.940127
  nChanged 35
		SP:Iteration 15Q (99975.530000 sec): 3 clusters
  Score: Raw -227918.989295 + Penalty 2543.723682 = -225375.265613
  nChanged 30
		SP:Iteration 16Q (99975.580000 sec): 3 clusters
  Score: Raw -227929.743319 + Penalty 2543.723682 = -225386.019637
  nChanged 23
		SP:Iteration 17Q (99975.630000 sec): 3 clusters
  Score: Raw -227942.082999 + Penalty 2543.723682 = -225398.359317
  nChanged 25
		SP:Iteration 18Q (99975.680000 sec): 3 clusters
  Score: Raw -227955.021010 + Penalty 2543.723682 = -225411.297328
  nChanged 29
		SP:Iteration 19Q (99975.730000 sec): 3 clusters
  Score: Raw -227971.266431 + Penalty 2543.723682 = -225427.542749
  nChanged 30
		SP:Iteration 20F (99975.780000 sec): 3 clusters
  Score: Raw -227982.869537 + Penalty 2543.723682 = -225439.145855
  nChanged 22
		SP:Iteration 21Q (99975.830000 sec): 3 clusters
  Score: Raw -227996.604843 + Penalty 2543.723682 = -225452.881161
  nChanged 33
		SP:Iteration 22Q (99975.880000 sec): 3 clusters
  Score: Raw -228016.658525 + Penalty 2543.723682 = -225472.934843
  nChanged 41
		SP:Iteration 23Q (99975.930000 sec): 3 clusters
  Score: Raw -228035.481285 + Penalty 2543.723682 = -225491.757603
  nChanged 33
		SP:Iteration 24Q (99975.980000 sec): 3 clusters
  Score: Raw -228053.721449 + Penalty 2543.723682 = -225509.997767
  nChanged 28
		SP:Iteration 25Q (99976.030000 sec): 3 clusters
  Score: Raw -228068.392418 + Penalty 2543.723682 = -225524.668736
  nChanged 28
		SP:Iteration 26Q (99976.070000 sec): 3 clusters
  Score: Raw -228080.908117 + Penalty 2543.723682 = -225537.184435
  nChanged 21
		SP:Iteration 27Q (99976.130000 sec): 3 clusters
  Score: Raw -228091.316981 + Penalty 2543.723682 = -225547.593299
  nChanged 17
		SP:Iteration 28Q (99976.170000 sec): 3 clusters
  Score: Raw -228100.074546 + Penalty 2543.723682 = -225556.350864
  nChanged 20
		SP:Iteration 29Q (99976.230000 sec): 3 clusters
  Score: Raw -228108.941075 + Penalty 2543.723682 = -225565.217393
  nChanged 22
		SP:Iteration 30Q (99976.270000 sec): 3 clusters
  Score: Raw -228118.892265 + Penalty 2543.723682 = -225575.168584
  nChanged 21
		SP:Iteration 31Q (99976.330000 sec): 3 clusters
  Score: Raw -228129.294008 + Penalty 2543.723682 = -225585.570326
  nChanged 19
		SP:Iteration 32Q (99976.370000 sec): 3 clusters
  Score: Raw -228137.217522 + Penalty 2543.723682 = -225593.493840
  nChanged 24
		SP:Iteration 33Q (99976.430000 sec): 3 clusters
  Score: Raw -228148.416132 + Penalty 2543.723682 = -225604.692450
  nChanged 20
		SP:Iteration 34Q (99976.470000 sec): 3 clusters
  Score: Raw -228158.284627 + Penalty 2543.723682 = -225614.560945
  nChanged 21
		SP:Iteration 35Q (99976.530000 sec): 3 clusters
  Score: Raw -228166.866444 + Penalty 2543.723682 = -225623.142762
  nChanged 19
		SP:Iteration 36Q (99976.570000 sec): 3 clusters
  Score: Raw -228177.143336 + Penalty 2543.723682 = -225633.419654
  nChanged 15
		SP:Iteration 37Q (99976.620000 sec): 3 clusters
  Score: Raw -228183.065544 + Penalty 2543.723682 = -225639.341862
  nChanged 10
		SP:Iteration 38Q (99976.670000 sec): 3 clusters
  Score: Raw -228185.918620 + Penalty 2543.723682 = -225642.194938
  nChanged 9
		SP:Iteration 39Q (99976.720000 sec): 3 clusters
  Score: Raw -228189.716698 + Penalty 2543.723682 = -225645.993016
  nChanged 10
		SP:Iteration 40F (99976.770000 sec): 3 clusters
  Score: Raw -228192.509490 + Penalty 2543.723682 = -225648.785808
  nChanged 9
		SP:Iteration 41Q (99976.820000 sec): 3 clusters
  Score: Raw -228196.155127 + Penalty 2543.723682 = -225652.431445
  nChanged 10
		SP:Iteration 42Q (99976.880000 sec): 3 clusters
  Score: Raw -228200.101119 + Penalty 2543.723682 = -225656.377437
  nChanged 14
		SP:Iteration 43Q (99976.920000 sec): 3 clusters
  Score: Raw -228206.881877 + Penalty 2543.723682 = -225663.158196
  nChanged 13
		SP:Iteration 44Q (99976.970000 sec): 3 clusters
  Score: Raw -228216.806371 + Penalty 2543.723682 = -225673.082690
  nChanged 15
		SP:Iteration 45Q (99977.020000 sec): 3 clusters
  Score: Raw -228221.270698 + Penalty 2543.723682 = -225677.547016
  nChanged 7
		SP:Iteration 46Q (99977.070000 sec): 3 clusters
  Score: Raw -228223.451631 + Penalty 2543.723682 = -225679.727949
  nChanged 7
		SP:Iteration 47Q (99977.120000 sec): 3 clusters
  Score: Raw -228226.055595 + Penalty 2543.723682 = -225682.331913
  nChanged 5
		SP:Iteration 48Q (99977.170000 sec): 3 clusters
  Score: Raw -228227.467301 + Penalty 2543.723682 = -225683.743619
  nChanged 4
		SP:Iteration 49Q (99977.220000 sec): 3 clusters
  Score: Raw -228228.344630 + Penalty 2543.723682 = -225684.620948
  nChanged 1
		SP:Iteration 50Q (99977.270000 sec): 3 clusters
  Score: Raw -228228.557533 + Penalty 2543.723682 = -225684.833851
  nChanged 2
		SP:Iteration 51Q (99977.320000 sec): 3 clusters
  Score: Raw -228229.155636 + Penalty 2543.723682 = -225685.431954
  nChanged 2
		SP:Iteration 52Q (99977.370000 sec): 3 clusters
  Score: Raw -228229.984164 + Penalty 2543.723682 = -225686.260482
  nChanged 2
		SP:Iteration 53Q (99977.420000 sec): 3 clusters
  Score: Raw -228231.031389 + Penalty 2543.723682 = -225687.307707
  nChanged 3
		SP:Iteration 54Q (99977.460000 sec): 3 clusters
  Score: Raw -228231.556735 + Penalty 2543.723682 = -225687.833053
  nChanged 2
		SP:Iteration 55Q (99977.510000 sec): 3 clusters
  Score: Raw -228232.224116 + Penalty 2543.723682 = -225688.500434
  nChanged 3
		SP:Iteration 56Q (99977.560000 sec): 3 clusters
  Score: Raw -228232.703363 + Penalty 2543.723682 = -225688.979681
  nChanged 0
		SP:Iteration 57F (99977.610000 sec): 3 clusters
  Score: Raw -228232.703363 + Penalty 2543.723682 = -225688.979681
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99977.680000 sec): 2 clusters
  Score: Raw -235929.245222 + Penalty 1271.082151 = -234658.163071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99977.730000 sec): 3 clusters
  Score: Raw -234848.573718 + Penalty 2542.164303 = -232306.409415
  nChanged 915
		SP:Iteration 1F (99977.780000 sec): 3 clusters
  Score: Raw -235399.518058 + Penalty 2542.164303 = -232857.353755
  nChanged 183
		SP:Iteration 2F (99977.830000 sec): 3 clusters
  Score: Raw -235545.065101 + Penalty 2542.164303 = -233002.900799
  nChanged 138
		SP:Iteration 3F (99977.880000 sec): 3 clusters
  Score: Raw -235653.983421 + Penalty 2542.164303 = -233111.819118
  nChanged 112
		SP:Iteration 4Q (99977.930000 sec): 3 clusters
  Score: Raw -235736.634535 + Penalty 2542.164303 = -233194.470232
  nChanged 101
		SP:Iteration 5Q (99977.980000 sec): 3 clusters
  Score: Raw -235806.723456 + Penalty 2542.164303 = -233264.559153
  nChanged 76
		SP:Iteration 6Q (99978.030000 sec): 3 clusters
  Score: Raw -235854.698363 + Penalty 2542.164303 = -233312.534060
  nChanged 73
		SP:Iteration 7Q (99978.080000 sec): 3 clusters
  Score: Raw -235904.790134 + Penalty 2542.164303 = -233362.625831
  nChanged 71
		SP:Iteration 8Q (99978.120000 sec): 3 clusters
  Score: Raw -235952.740624 + Penalty 2542.164303 = -233410.576321
  nChanged 57
		SP:Iteration 9Q (99978.180000 sec): 3 clusters
  Score: Raw -235986.397847 + Penalty 2542.164303 = -233444.233544
  nChanged 62
		SP:Iteration 10Q (99978.220000 sec): 3 clusters
  Score: Raw -236028.195146 + Penalty 2542.164303 = -233486.030843
  nChanged 59
		SP:Iteration 11Q (99978.270000 sec): 3 clusters
  Score: Raw -236069.069988 + Penalty 2542.164303 = -233526.905685
  nChanged 49
		SP:Iteration 12Q (99978.320000 sec): 3 clusters
  Score: Raw -236101.638105 + Penalty 2542.164303 = -233559.473802
  nChanged 47
		SP:Iteration 13Q (99978.370000 sec): 3 clusters
  Score: Raw -236137.262622 + Penalty 2542.164303 = -233595.098319
  nChanged 68
		SP:Iteration 14Q (99978.420000 sec): 3 clusters
  Score: Raw -236195.336354 + Penalty 2542.164303 = -233653.172051
  nChanged 49
		SP:Iteration 15Q (99978.470000 sec): 3 clusters
  Score: Raw -236230.410587 + Penalty 2542.164303 = -233688.246284
  nChanged 36
		SP:Iteration 16Q (99978.520000 sec): 3 clusters
  Score: Raw -236259.709648 + Penalty 2542.164303 = -233717.545345
  nChanged 38
		SP:Iteration 17Q (99978.560000 sec): 3 clusters
  Score: Raw -236296.144051 + Penalty 2542.164303 = -233753.979748
  nChanged 48
		SP:Iteration 18Q (99978.620000 sec): 3 clusters
  Score: Raw -236345.610023 + Penalty 2542.164303 = -233803.445721
  nChanged 49
		SP:Iteration 19Q (99978.660000 sec): 3 clusters
  Score: Raw -236400.142298 + Penalty 2542.164303 = -233857.977995
  nChanged 53
		SP:Iteration 20F (99978.710000 sec): 3 clusters
  Score: Raw -236467.857174 + Penalty 2542.164303 = -233925.692871
  nChanged 69
		SP:Iteration 21Q (99978.760000 sec): 3 clusters
  Score: Raw -236538.994649 + Penalty 2542.164303 = -233996.830346
  nChanged 46
		SP:Iteration 22Q (99978.810000 sec): 3 clusters
  Score: Raw -236581.949396 + Penalty 2542.164303 = -234039.785094
  nChanged 32
		SP:Iteration 23Q (99978.860000 sec): 3 clusters
  Score: Raw -236615.567281 + Penalty 2542.164303 = -234073.402978
  nChanged 34
		SP:Iteration 24Q (99978.900000 sec): 3 clusters
  Score: Raw -236645.507780 + Penalty 2542.164303 = -234103.343477
  nChanged 30
		SP:Iteration 25Q (99978.950000 sec): 3 clusters
  Score: Raw -236660.374188 + Penalty 2542.164303 = -234118.209885
  nChanged 10
		SP:Iteration 26Q (99979.000000 sec): 3 clusters
  Score: Raw -236669.359227 + Penalty 2542.164303 = -234127.194924
  nChanged 9
		SP:Iteration 27Q (99979.050000 sec): 3 clusters
  Score: Raw -236674.840023 + Penalty 2542.164303 = -234132.675721
  nChanged 6
		SP:Iteration 28Q (99979.100000 sec): 3 clusters
  Score: Raw -236677.361791 + Penalty 2542.164303 = -234135.197488
  nChanged 3
		SP:Iteration 29Q (99979.140000 sec): 3 clusters
  Score: Raw -236679.787086 + Penalty 2542.164303 = -234137.622783
  nChanged 3
		SP:Iteration 30Q (99979.190000 sec): 3 clusters
  Score: Raw -236680.661832 + Penalty 2542.164303 = -234138.497529
  nChanged 0
		SP:Iteration 31F (99979.240000 sec): 3 clusters
  Score: Raw -236680.661832 + Penalty 2542.164303 = -234138.497529
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99979.300000 sec): 2 clusters
  Score: Raw -270982.173319 + Penalty 1278.280075 = -269703.893244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99979.360000 sec): 3 clusters
  Score: Raw -269821.453661 + Penalty 2556.560150 = -267264.893511
  nChanged 949
		SP:Iteration 1F (99979.410000 sec): 3 clusters
  Score: Raw -270396.781781 + Penalty 2556.560150 = -267840.221631
  nChanged 208
		SP:Iteration 2F (99979.460000 sec): 3 clusters
  Score: Raw -270540.391274 + Penalty 2556.560150 = -267983.831124
  nChanged 131
		SP:Iteration 3F (99979.520000 sec): 3 clusters
  Score: Raw -270624.492436 + Penalty 2556.560150 = -268067.932286
  nChanged 93
		SP:Iteration 4Q (99979.570000 sec): 3 clusters
  Score: Raw -270689.231484 + Penalty 2556.560150 = -268132.671334
  nChanged 96
		SP:Iteration 5Q (99979.620000 sec): 3 clusters
  Score: Raw -270763.911645 + Penalty 2556.560150 = -268207.351495
  nChanged 82
		SP:Iteration 6Q (99979.680000 sec): 3 clusters
  Score: Raw -270818.200174 + Penalty 2556.560150 = -268261.640024
  nChanged 69
		SP:Iteration 7Q (99979.730000 sec): 3 clusters
  Score: Raw -270856.203318 + Penalty 2556.560150 = -268299.643168
  nChanged 55
		SP:Iteration 8Q (99979.780000 sec): 3 clusters
  Score: Raw -270885.406256 + Penalty 2556.560150 = -268328.846106
  nChanged 53
		SP:Iteration 9Q (99979.840000 sec): 3 clusters
  Score: Raw -270918.507868 + Penalty 2556.560150 = -268361.947718
  nChanged 68
		SP:Iteration 10Q (99979.890000 sec): 3 clusters
  Score: Raw -270962.702883 + Penalty 2556.560150 = -268406.142733
  nChanged 59
		SP:Iteration 11Q (99979.940000 sec): 3 clusters
  Score: Raw -270997.727781 + Penalty 2556.560150 = -268441.167631
  nChanged 56
		SP:Iteration 12Q (99979.990000 sec): 3 clusters
  Score: Raw -271041.858284 + Penalty 2556.560150 = -268485.298134
  nChanged 66
		SP:Iteration 13Q (99980.050000 sec): 3 clusters
  Score: Raw -271099.374178 + Penalty 2556.560150 = -268542.814028
  nChanged 76
		SP:Iteration 14Q (99980.100000 sec): 3 clusters
  Score: Raw -271175.979605 + Penalty 2556.560150 = -268619.419455
  nChanged 79
		SP:Iteration 15Q (99980.150000 sec): 3 clusters
  Score: Raw -271270.854881 + Penalty 2556.560150 = -268714.294731
  nChanged 69
		SP:Iteration 16Q (99980.200000 sec): 3 clusters
  Score: Raw -271336.234505 + Penalty 2556.560150 = -268779.674355
  nChanged 51
		SP:Iteration 17Q (99980.260000 sec): 3 clusters
  Score: Raw -271375.265412 + Penalty 2556.560150 = -268818.705263
  nChanged 41
		SP:Iteration 18Q (99980.310000 sec): 3 clusters
  Score: Raw -271401.060001 + Penalty 2556.560150 = -268844.499851
  nChanged 29
		SP:Iteration 19Q (99980.360000 sec): 3 clusters
  Score: Raw -271416.582509 + Penalty 2556.560150 = -268860.022359
  nChanged 20
		SP:Iteration 20F (99980.420000 sec): 3 clusters
  Score: Raw -271430.454155 + Penalty 2556.560150 = -268873.894005
  nChanged 16
		SP:Iteration 21Q (99980.470000 sec): 3 clusters
  Score: Raw -271439.319442 + Penalty 2556.560150 = -268882.759292
  nChanged 14
		SP:Iteration 22Q (99980.520000 sec): 3 clusters
  Score: Raw -271445.950799 + Penalty 2556.560150 = -268889.390649
  nChanged 8
		SP:Iteration 23Q (99980.570000 sec): 3 clusters
  Score: Raw -271451.463890 + Penalty 2556.560150 = -268894.903740
  nChanged 11
		SP:Iteration 24Q (99980.620000 sec): 3 clusters
  Score: Raw -271458.589835 + Penalty 2556.560150 = -268902.029685
  nChanged 9
		SP:Iteration 25Q (99980.680000 sec): 3 clusters
  Score: Raw -271465.357970 + Penalty 2556.560150 = -268908.797820
  nChanged 9
		SP:Iteration 26Q (99980.730000 sec): 3 clusters
  Score: Raw -271469.576601 + Penalty 2556.560150 = -268913.016451
  nChanged 9
		SP:Iteration 27Q (99980.780000 sec): 3 clusters
  Score: Raw -271474.240168 + Penalty 2556.560150 = -268917.680018
  nChanged 8
		SP:Iteration 28Q (99980.830000 sec): 3 clusters
  Score: Raw -271478.539656 + Penalty 2556.560150 = -268921.979506
  nChanged 9
		SP:Iteration 29Q (99980.880000 sec): 3 clusters
  Score: Raw -271481.576940 + Penalty 2556.560150 = -268925.016790
  nChanged 4
		SP:Iteration 30Q (99980.940000 sec): 3 clusters
  Score: Raw -271483.119771 + Penalty 2556.560150 = -268926.559621
  nChanged 4
		SP:Iteration 31Q (99980.990000 sec): 3 clusters
  Score: Raw -271485.659574 + Penalty 2556.560150 = -268929.099424
  nChanged 6
		SP:Iteration 32Q (99981.040000 sec): 3 clusters
  Score: Raw -271489.151621 + Penalty 2556.560150 = -268932.591471
  nChanged 6
		SP:Iteration 33Q (99981.100000 sec): 3 clusters
  Score: Raw -271492.872239 + Penalty 2556.560150 = -268936.312089
  nChanged 4
		SP:Iteration 34Q (99981.150000 sec): 3 clusters
  Score: Raw -271495.474431 + Penalty 2556.560150 = -268938.914281
  nChanged 6
		SP:Iteration 35Q (99981.200000 sec): 3 clusters
  Score: Raw -271498.136218 + Penalty 2556.560150 = -268941.576068
  nChanged 2
		SP:Iteration 36Q (99981.250000 sec): 3 clusters
  Score: Raw -271499.148036 + Penalty 2556.560150 = -268942.587886
  nChanged 2
		SP:Iteration 37Q (99981.300000 sec): 3 clusters
  Score: Raw -271500.396201 + Penalty 2556.560150 = -268943.836051
  nChanged 2
		SP:Iteration 38Q (99981.360000 sec): 3 clusters
  Score: Raw -271501.210228 + Penalty 2556.560150 = -268944.650078
  nChanged 0
		SP:Iteration 39F (99981.410000 sec): 3 clusters
  Score: Raw -271501.210228 + Penalty 2556.560150 = -268944.650078
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99981.480000 sec): 2 clusters
  Score: Raw -403753.212822 + Penalty 1349.520619 = -402403.692203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99981.560000 sec): 3 clusters
  Score: Raw -401717.728646 + Penalty 2699.041238 = -399018.687408
  nChanged 1606
		SP:Iteration 1F (99981.640000 sec): 3 clusters
  Score: Raw -402569.663901 + Penalty 2699.041238 = -399870.622663
  nChanged 271
		SP:Iteration 2F (99981.720000 sec): 3 clusters
  Score: Raw -402724.592506 + Penalty 2699.041238 = -400025.551268
  nChanged 206
		SP:Iteration 3F (99981.790000 sec): 3 clusters
  Score: Raw -402844.170486 + Penalty 2699.041238 = -400145.129248
  nChanged 153
		SP:Iteration 4Q (99981.870000 sec): 3 clusters
  Score: Raw -402921.941513 + Penalty 2699.041238 = -400222.900275
  nChanged 136
		SP:Iteration 5Q (99981.950000 sec): 3 clusters
  Score: Raw -402981.096336 + Penalty 2699.041238 = -400282.055098
  nChanged 101
		SP:Iteration 6Q (99982.020000 sec): 3 clusters
  Score: Raw -403018.666632 + Penalty 2699.041238 = -400319.625394
  nChanged 68
		SP:Iteration 7Q (99982.100000 sec): 3 clusters
  Score: Raw -403039.662126 + Penalty 2699.041238 = -400340.620889
  nChanged 50
		SP:Iteration 8Q (99982.180000 sec): 3 clusters
  Score: Raw -403055.673188 + Penalty 2699.041238 = -400356.631950
  nChanged 48
		SP:Iteration 9Q (99982.260000 sec): 3 clusters
  Score: Raw -403070.929443 + Penalty 2699.041238 = -400371.888206
  nChanged 41
		SP:Iteration 10Q (99982.340000 sec): 3 clusters
  Score: Raw -403086.047940 + Penalty 2699.041238 = -400387.006703
  nChanged 36
		SP:Iteration 11Q (99982.420000 sec): 3 clusters
  Score: Raw -403096.746823 + Penalty 2699.041238 = -400397.705585
  nChanged 30
		SP:Iteration 12Q (99982.500000 sec): 3 clusters
  Score: Raw -403103.548259 + Penalty 2699.041238 = -400404.507022
  nChanged 16
		SP:Iteration 13Q (99982.570000 sec): 3 clusters
  Score: Raw -403107.588308 + Penalty 2699.041238 = -400408.547070
  nChanged 17
		SP:Iteration 14Q (99982.650000 sec): 3 clusters
  Score: Raw -403112.956746 + Penalty 2699.041238 = -400413.915508
  nChanged 21
		SP:Iteration 15Q (99982.730000 sec): 3 clusters
  Score: Raw -403119.241343 + Penalty 2699.041238 = -400420.200105
  nChanged 28
		SP:Iteration 16Q (99982.810000 sec): 3 clusters
  Score: Raw -403126.505504 + Penalty 2699.041238 = -400427.464267
  nChanged 17
		SP:Iteration 17Q (99982.880000 sec): 3 clusters
  Score: Raw -403131.388101 + Penalty 2699.041238 = -400432.346863
  nChanged 15
		SP:Iteration 18Q (99982.960000 sec): 3 clusters
  Score: Raw -403136.418878 + Penalty 2699.041238 = -400437.377640
  nChanged 20
		SP:Iteration 19Q (99983.040000 sec): 3 clusters
  Score: Raw -403143.435601 + Penalty 2699.041238 = -400444.394363
  nChanged 21
		SP:Iteration 20F (99983.120000 sec): 3 clusters
  Score: Raw -403149.323015 + Penalty 2699.041238 = -400450.281777
  nChanged 14
		SP:Iteration 21Q (99983.200000 sec): 3 clusters
  Score: Raw -403152.862402 + Penalty 2699.041238 = -400453.821165
  nChanged 16
		SP:Iteration 22Q (99983.280000 sec): 3 clusters
  Score: Raw -403156.224948 + Penalty 2699.041238 = -400457.183710
  nChanged 10
		SP:Iteration 23Q (99983.350000 sec): 3 clusters
  Score: Raw -403158.280057 + Penalty 2699.041238 = -400459.238820
  nChanged 7
		SP:Iteration 24Q (99983.430000 sec): 3 clusters
  Score: Raw -403159.501109 + Penalty 2699.041238 = -400460.459871
  nChanged 5
		SP:Iteration 25Q (99983.510000 sec): 3 clusters
  Score: Raw -403160.388360 + Penalty 2699.041238 = -400461.347122
  nChanged 6
		SP:Iteration 26Q (99983.590000 sec): 3 clusters
  Score: Raw -403161.511510 + Penalty 2699.041238 = -400462.470272
  nChanged 5
		SP:Iteration 27Q (99983.660000 sec): 3 clusters
  Score: Raw -403163.182552 + Penalty 2699.041238 = -400464.141315
  nChanged 6
		SP:Iteration 28Q (99983.740000 sec): 3 clusters
  Score: Raw -403164.359805 + Penalty 2699.041238 = -400465.318567
  nChanged 7
		SP:Iteration 29Q (99983.820000 sec): 3 clusters
  Score: Raw -403165.836490 + Penalty 2699.041238 = -400466.795252
  nChanged 4
		SP:Iteration 30Q (99983.900000 sec): 3 clusters
  Score: Raw -403167.440450 + Penalty 2699.041238 = -400468.399213
  nChanged 7
		SP:Iteration 31Q (99983.980000 sec): 3 clusters
  Score: Raw -403168.900432 + Penalty 2699.041238 = -400469.859194
  nChanged 7
		SP:Iteration 32Q (99984.050000 sec): 3 clusters
  Score: Raw -403171.688794 + Penalty 2699.041238 = -400472.647557
  nChanged 6
		SP:Iteration 33Q (99984.130000 sec): 3 clusters
  Score: Raw -403173.364068 + Penalty 2699.041238 = -400474.322830
  nChanged 7
		SP:Iteration 34Q (99984.210000 sec): 3 clusters
  Score: Raw -403174.629812 + Penalty 2699.041238 = -400475.588574
  nChanged 11
		SP:Iteration 35Q (99984.290000 sec): 3 clusters
  Score: Raw -403177.143362 + Penalty 2699.041238 = -400478.102124
  nChanged 14
		SP:Iteration 36Q (99984.360000 sec): 3 clusters
  Score: Raw -403179.862958 + Penalty 2699.041238 = -400480.821721
  nChanged 12
		SP:Iteration 37Q (99984.440000 sec): 3 clusters
  Score: Raw -403182.702181 + Penalty 2699.041238 = -400483.660944
  nChanged 6
		SP:Iteration 38Q (99984.520000 sec): 3 clusters
  Score: Raw -403184.014530 + Penalty 2699.041238 = -400484.973292
  nChanged 7
		SP:Iteration 39Q (99984.600000 sec): 3 clusters
  Score: Raw -403185.961823 + Penalty 2699.041238 = -400486.920585
  nChanged 8
		SP:Iteration 40F (99984.670000 sec): 3 clusters
  Score: Raw -403187.372397 + Penalty 2699.041238 = -400488.331160
  nChanged 9
		SP:Iteration 41Q (99984.750000 sec): 3 clusters
  Score: Raw -403189.305905 + Penalty 2699.041238 = -400490.264667
  nChanged 4
		SP:Iteration 42Q (99984.830000 sec): 3 clusters
  Score: Raw -403189.997399 + Penalty 2699.041238 = -400490.956162
  nChanged 2
		SP:Iteration 43Q (99984.910000 sec): 3 clusters
  Score: Raw -403190.575812 + Penalty 2699.041238 = -400491.534574
  nChanged 3
		SP:Iteration 44Q (99984.980000 sec): 3 clusters
  Score: Raw -403191.010141 + Penalty 2699.041238 = -400491.968904
  nChanged 4
		SP:Iteration 45Q (99985.060000 sec): 3 clusters
  Score: Raw -403191.563655 + Penalty 2699.041238 = -400492.522418
  nChanged 2
		SP:Iteration 46Q (99985.160000 sec): 3 clusters
  Score: Raw -403191.902098 + Penalty 2699.041238 = -400492.860861
  nChanged 3
		SP:Iteration 47Q (99985.260000 sec): 3 clusters
  Score: Raw -403192.683839 + Penalty 2699.041238 = -400493.642601
  nChanged 1
		SP:Iteration 48Q (99985.340000 sec): 3 clusters
  Score: Raw -403192.778061 + Penalty 2699.041238 = -400493.736824
  nChanged 0
		SP:Iteration 49F (99985.420000 sec): 3 clusters
  Score: Raw -403192.778061 + Penalty 2699.041238 = -400493.736824
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99985.570000 sec): 2 clusters
  Score: Raw -1310744.231162 + Penalty 1540.844775 = -1309203.386386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99985.800000 sec): 3 clusters
  Score: Raw -1303160.219764 + Penalty 3081.689551 = -1300078.530214
  nChanged 5780
		SP:Iteration 1F (99985.980000 sec): 3 clusters
  Score: Raw -1306318.338744 + Penalty 3081.689551 = -1303236.649193
  nChanged 806
		SP:Iteration 2F (99986.160000 sec): 3 clusters
  Score: Raw -1306654.976524 + Penalty 3081.689551 = -1303573.286973
  nChanged 714
		SP:Iteration 3F (99986.360000 sec): 3 clusters
  Score: Raw -1306968.848165 + Penalty 3081.689551 = -1303887.158615
  nChanged 628
		SP:Iteration 4Q (99986.560000 sec): 3 clusters
  Score: Raw -1307233.938202 + Penalty 3081.689551 = -1304152.248651
  nChanged 549
		SP:Iteration 5Q (99986.760000 sec): 3 clusters
  Score: Raw -1307501.309249 + Penalty 3081.689551 = -1304419.619698
  nChanged 544
		SP:Iteration 6Q (99986.950000 sec): 3 clusters
  Score: Raw -1307765.495613 + Penalty 3081.689551 = -1304683.806062
  nChanged 559
		SP:Iteration 7Q (99987.160000 sec): 3 clusters
  Score: Raw -1308086.111708 + Penalty 3081.689551 = -1305004.422158
  nChanged 574
		SP:Iteration 8Q (99987.390000 sec): 3 clusters
  Score: Raw -1308417.753876 + Penalty 3081.689551 = -1305336.064326
  nChanged 527
		SP:Iteration 9Q (99987.580000 sec): 3 clusters
  Score: Raw -1308696.881588 + Penalty 3081.689551 = -1305615.192037
  nChanged 463
		SP:Iteration 10Q (99987.780000 sec): 3 clusters
  Score: Raw -1308929.696273 + Penalty 3081.689551 = -1305848.006722
  nChanged 362
		SP:Iteration 11Q (99987.970000 sec): 3 clusters
  Score: Raw -1309084.959881 + Penalty 3081.689551 = -1306003.270330
  nChanged 304
		SP:Iteration 12Q (99988.170000 sec): 3 clusters
  Score: Raw -1309203.519453 + Penalty 3081.689551 = -1306121.829902
  nChanged 256
		SP:Iteration 13Q (99988.380000 sec): 3 clusters
  Score: Raw -1309288.749293 + Penalty 3081.689551 = -1306207.059742
  nChanged 225
		SP:Iteration 14Q (99988.570000 sec): 3 clusters
  Score: Raw -1309365.252204 + Penalty 3081.689551 = -1306283.562653
  nChanged 187
		SP:Iteration 15Q (99988.800000 sec): 3 clusters
  Score: Raw -1309425.834928 + Penalty 3081.689551 = -1306344.145377
  nChanged 178
		SP:Iteration 16Q (99988.980000 sec): 3 clusters
  Score: Raw -1309482.026389 + Penalty 3081.689551 = -1306400.336838
  nChanged 154
		SP:Iteration 17Q (99989.200000 sec): 3 clusters
  Score: Raw -1309525.167442 + Penalty 3081.689551 = -1306443.477891
  nChanged 118
		SP:Iteration 18Q (99989.390000 sec): 3 clusters
  Score: Raw -1309552.813166 + Penalty 3081.689551 = -1306471.123615
  nChanged 111
		SP:Iteration 19Q (99989.580000 sec): 3 clusters
  Score: Raw -1309578.000509 + Penalty 3081.689551 = -1306496.310958
  nChanged 100
		SP:Iteration 20F (99989.770000 sec): 3 clusters
  Score: Raw -1309602.750964 + Penalty 3081.689551 = -1306521.061413
  nChanged 95
		SP:Iteration 21Q (99989.980000 sec): 3 clusters
  Score: Raw -1309626.593147 + Penalty 3081.689551 = -1306544.903596
  nChanged 103
		SP:Iteration 22Q (99990.170000 sec): 3 clusters
  Score: Raw -1309652.254207 + Penalty 3081.689551 = -1306570.564656
  nChanged 98
		SP:Iteration 23Q (99990.390000 sec): 3 clusters
  Score: Raw -1309670.512146 + Penalty 3081.689551 = -1306588.822595
  nChanged 84
		SP:Iteration 24Q (99990.620000 sec): 3 clusters
  Score: Raw -1309688.358228 + Penalty 3081.689551 = -1306606.668677
  nChanged 91
		SP:Iteration 25Q (99990.800000 sec): 3 clusters
  Score: Raw -1309705.148336 + Penalty 3081.689551 = -1306623.458785
  nChanged 75
		SP:Iteration 26Q (99990.990000 sec): 3 clusters
  Score: Raw -1309718.876287 + Penalty 3081.689551 = -1306637.186736
  nChanged 62
		SP:Iteration 27Q (99991.180000 sec): 3 clusters
  Score: Raw -1309729.789597 + Penalty 3081.689551 = -1306648.100046
  nChanged 73
		SP:Iteration 28Q (99991.370000 sec): 3 clusters
  Score: Raw -1309743.856607 + Penalty 3081.689551 = -1306662.167056
  nChanged 62
		SP:Iteration 29Q (99991.580000 sec): 3 clusters
  Score: Raw -1309754.618480 + Penalty 3081.689551 = -1306672.928929
  nChanged 68
		SP:Iteration 30Q (99991.810000 sec): 3 clusters
  Score: Raw -1309768.586367 + Penalty 3081.689551 = -1306686.896816
  nChanged 67
		SP:Iteration 31Q (99991.990000 sec): 3 clusters
  Score: Raw -1309781.130088 + Penalty 3081.689551 = -1306699.440537
  nChanged 69
		SP:Iteration 32Q (99992.200000 sec): 3 clusters
  Score: Raw -1309792.176916 + Penalty 3081.689551 = -1306710.487365
  nChanged 64
		SP:Iteration 33Q (99992.390000 sec): 3 clusters
  Score: Raw -1309801.797720 + Penalty 3081.689551 = -1306720.108170
  nChanged 57
		SP:Iteration 34Q (99992.580000 sec): 3 clusters
  Score: Raw -1309810.793334 + Penalty 3081.689551 = -1306729.103783
  nChanged 51
		SP:Iteration 35Q (99992.770000 sec): 3 clusters
  Score: Raw -1309819.815770 + Penalty 3081.689551 = -1306738.126219
  nChanged 48
		SP:Iteration 36Q (99992.980000 sec): 3 clusters
  Score: Raw -1309828.406039 + Penalty 3081.689551 = -1306746.716488
  nChanged 57
		SP:Iteration 37Q (99993.190000 sec): 3 clusters
  Score: Raw -1309840.242140 + Penalty 3081.689551 = -1306758.552589
  nChanged 55
		SP:Iteration 38Q (99993.420000 sec): 3 clusters
  Score: Raw -1309849.855974 + Penalty 3081.689551 = -1306768.166423
  nChanged 56
		SP:Iteration 39Q (99993.600000 sec): 3 clusters
  Score: Raw -1309861.788364 + Penalty 3081.689551 = -1306780.098813
  nChanged 54
		SP:Iteration 40F (99993.790000 sec): 3 clusters
  Score: Raw -1309871.990416 + Penalty 3081.689551 = -1306790.300866
  nChanged 55
		SP:Iteration 41Q (99993.970000 sec): 3 clusters
  Score: Raw -1309882.087255 + Penalty 3081.689551 = -1306800.397704
  nChanged 58
		SP:Iteration 42Q (99994.160000 sec): 3 clusters
  Score: Raw -1309891.086581 + Penalty 3081.689551 = -1306809.397031
  nChanged 44
		SP:Iteration 43Q (99994.370000 sec): 3 clusters
  Score: Raw -1309898.214649 + Penalty 3081.689551 = -1306816.525099
  nChanged 45
		SP:Iteration 44Q (99994.600000 sec): 3 clusters
  Score: Raw -1309905.888215 + Penalty 3081.689551 = -1306824.198664
  nChanged 60
		SP:Iteration 45Q (99994.780000 sec): 3 clusters
  Score: Raw -1309915.477326 + Penalty 3081.689551 = -1306833.787775
  nChanged 46
		SP:Iteration 46Q (99994.960000 sec): 3 clusters
  Score: Raw -1309924.865398 + Penalty 3081.689551 = -1306843.175847
  nChanged 64
		SP:Iteration 47Q (99995.150000 sec): 3 clusters
  Score: Raw -1309938.742221 + Penalty 3081.689551 = -1306857.052670
  nChanged 66
		SP:Iteration 48Q (99995.340000 sec): 3 clusters
  Score: Raw -1309953.988516 + Penalty 3081.689551 = -1306872.298965
  nChanged 77
		SP:Iteration 49Q (99995.540000 sec): 3 clusters
  Score: Raw -1309972.356988 + Penalty 3081.689551 = -1306890.667437
  nChanged 92
		SP:Iteration 50Q (99995.760000 sec): 3 clusters
  Score: Raw -1309996.247716 + Penalty 3081.689551 = -1306914.558165
  nChanged 100
		SP:Iteration 51Q (99995.980000 sec): 3 clusters
  Score: Raw -1310024.367235 + Penalty 3081.689551 = -1306942.677684
  nChanged 108
		SP:Iteration 52Q (99996.160000 sec): 3 clusters
  Score: Raw -1310055.781011 + Penalty 3081.689551 = -1306974.091460
  nChanged 129
		SP:Iteration 53Q (99996.340000 sec): 3 clusters
  Score: Raw -1310096.081634 + Penalty 3081.689551 = -1307014.392083
  nChanged 130
		SP:Iteration 54Q (99996.530000 sec): 3 clusters
  Score: Raw -1310135.912196 + Penalty 3081.689551 = -1307054.222645
  nChanged 135
		SP:Iteration 55Q (99996.740000 sec): 3 clusters
  Score: Raw -1310187.190149 + Penalty 3081.689551 = -1307105.500598
  nChanged 160
		SP:Iteration 56Q (99996.920000 sec): 3 clusters
  Score: Raw -1310245.513936 + Penalty 3081.689551 = -1307163.824385
  nChanged 138
		SP:Iteration 57Q (99997.130000 sec): 3 clusters
  Score: Raw -1310294.767681 + Penalty 3081.689551 = -1307213.078130
  nChanged 157
		SP:Iteration 58Q (99997.320000 sec): 3 clusters
  Score: Raw -1310355.530412 + Penalty 3081.689551 = -1307273.840861
  nChanged 168
		SP:Iteration 59Q (99997.510000 sec): 3 clusters
  Score: Raw -1310421.370854 + Penalty 3081.689551 = -1307339.681303
  nChanged 164
		SP:Iteration 60F (99997.700000 sec): 3 clusters
  Score: Raw -1310481.647087 + Penalty 3081.689551 = -1307399.957537
  nChanged 149
		SP:Iteration 61Q (99997.940000 sec): 3 clusters
  Score: Raw -1310532.170691 + Penalty 3081.689551 = -1307450.481140
  nChanged 141
		SP:Iteration 62Q (99998.210000 sec): 3 clusters
  Score: Raw -1310582.359814 + Penalty 3081.689551 = -1307500.670263
  nChanged 136
		SP:Iteration 63Q (99998.420000 sec): 3 clusters
  Score: Raw -1310634.881585 + Penalty 3081.689551 = -1307553.192034
  nChanged 133
		SP:Iteration 64Q (99998.630000 sec): 3 clusters
  Score: Raw -1310691.042898 + Penalty 3081.689551 = -1307609.353347
  nChanged 136
		SP:Iteration 65Q (99998.810000 sec): 3 clusters
  Score: Raw -1310745.328727 + Penalty 3081.689551 = -1307663.639176
  nChanged 129
		SP:Iteration 66Q (99998.990000 sec): 3 clusters
  Score: Raw -1310794.640361 + Penalty 3081.689551 = -1307712.950811
  nChanged 111
		SP:Iteration 67Q (99999.190000 sec): 3 clusters
  Score: Raw -1310835.591546 + Penalty 3081.689551 = -1307753.901996
  nChanged 104
		SP:Iteration 68Q (99999.360000 sec): 3 clusters
  Score: Raw -1310874.168499 + Penalty 3081.689551 = -1307792.478948
  nChanged 96
		SP:Iteration 69Q (99999.560000 sec): 3 clusters
  Score: Raw -1310905.492789 + Penalty 3081.689551 = -1307823.803238
  nChanged 84
		SP:Iteration 70Q (99999.750000 sec): 3 clusters
  Score: Raw -1310934.533130 + Penalty 3081.689551 = -1307852.843579
  nChanged 78
		SP:Iteration 71Q (99999.940000 sec): 3 clusters
  Score: Raw -1310962.139207 + Penalty 3081.689551 = -1307880.449656
  nChanged 78
		SP:Iteration 72Q (100000.120000 sec): 3 clusters
  Score: Raw -1310992.761061 + Penalty 3081.689551 = -1307911.071510
  nChanged 72
		SP:Iteration 73Q (100000.330000 sec): 3 clusters
  Score: Raw -1311023.609985 + Penalty 3081.689551 = -1307941.920434
  nChanged 69
		SP:Iteration 74Q (100000.540000 sec): 3 clusters
  Score: Raw -1311049.223671 + Penalty 3081.689551 = -1307967.534120
  nChanged 61
		SP:Iteration 75Q (100000.740000 sec): 3 clusters
  Score: Raw -1311068.589373 + Penalty 3081.689551 = -1307986.899822
  nChanged 52
		SP:Iteration 76Q (100000.920000 sec): 3 clusters
  Score: Raw -1311086.891650 + Penalty 3081.689551 = -1308005.202100
  nChanged 34
		SP:Iteration 77Q (100001.100000 sec): 3 clusters
  Score: Raw -1311098.402418 + Penalty 3081.689551 = -1308016.712867
  nChanged 30
		SP:Iteration 78Q (100001.300000 sec): 3 clusters
  Score: Raw -1311108.097188 + Penalty 3081.689551 = -1308026.407637
  nChanged 30
		SP:Iteration 79Q (100001.470000 sec): 3 clusters
  Score: Raw -1311118.794930 + Penalty 3081.689551 = -1308037.105380
  nChanged 29
		SP:Iteration 80F (100001.670000 sec): 3 clusters
  Score: Raw -1311125.715438 + Penalty 3081.689551 = -1308044.025887
  nChanged 18
		SP:Iteration 81Q (100001.850000 sec): 3 clusters
  Score: Raw -1311131.846873 + Penalty 3081.689551 = -1308050.157322
  nChanged 19
		SP:Iteration 82Q (100002.050000 sec): 3 clusters
  Score: Raw -1311137.310145 + Penalty 3081.689551 = -1308055.620594
  nChanged 15
		SP:Iteration 83Q (100002.220000 sec): 3 clusters
  Score: Raw -1311143.373607 + Penalty 3081.689551 = -1308061.684056
  nChanged 14
		SP:Iteration 84Q (100002.410000 sec): 3 clusters
  Score: Raw -1311147.558571 + Penalty 3081.689551 = -1308065.869020
  nChanged 10
		SP:Iteration 85Q (100002.590000 sec): 3 clusters
  Score: Raw -1311150.546777 + Penalty 3081.689551 = -1308068.857226
  nChanged 6
		SP:Iteration 86Q (100002.770000 sec): 3 clusters
  Score: Raw -1311152.578377 + Penalty 3081.689551 = -1308070.888826
  nChanged 9
		SP:Iteration 87Q (100002.970000 sec): 3 clusters
  Score: Raw -1311154.547355 + Penalty 3081.689551 = -1308072.857804
  nChanged 0
		SP:Iteration 88F (100003.190000 sec): 3 clusters
  Score: Raw -1311154.547355 + Penalty 3081.689551 = -1308072.857804
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (5061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100003.280000 sec): 2 clusters
  Score: Raw -539778.251137 + Penalty 1386.014398 = -538392.236740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100003.390000 sec): 3 clusters
  Score: Raw -537132.656863 + Penalty 2772.028796 = -534360.628068
  nChanged 2028
		SP:Iteration 1F (100003.490000 sec): 3 clusters
  Score: Raw -538221.051141 + Penalty 2772.028796 = -535449.022346
  nChanged 319
		SP:Iteration 2F (100003.580000 sec): 3 clusters
  Score: Raw -538364.729665 + Penalty 2772.028796 = -535592.700869
  nChanged 235
		SP:Iteration 3Q (100003.680000 sec): 3 clusters
  Score: Raw -538477.745669 + Penalty 2772.028796 = -535705.716873
  nChanged 220
		SP:Iteration 4Q (100003.770000 sec): 3 clusters
  Score: Raw -538586.434926 + Penalty 2772.028796 = -535814.406130
  nChanged 219
		SP:Iteration 5Q (100003.870000 sec): 3 clusters
  Score: Raw -538729.090729 + Penalty 2772.028796 = -535957.061933
  nChanged 223
		SP:Iteration 6Q (100003.970000 sec): 3 clusters
  Score: Raw -538877.417105 + Penalty 2772.028796 = -536105.388310
  nChanged 256
		SP:Iteration 7F (100004.060000 sec): 3 clusters
  Score: Raw -539043.989747 + Penalty 2772.028796 = -536271.960951
  nChanged 237
		SP:Iteration 8Q (100004.160000 sec): 3 clusters
  Score: Raw -539205.351557 + Penalty 2772.028796 = -536433.322762
  nChanged 245
		SP:Iteration 9Q (100004.250000 sec): 3 clusters
  Score: Raw -539372.470074 + Penalty 2772.028796 = -536600.441278
  nChanged 212
		SP:Iteration 10Q (100004.350000 sec): 3 clusters
  Score: Raw -539510.072096 + Penalty 2772.028796 = -536738.043300
  nChanged 155
		SP:Iteration 11Q (100004.450000 sec): 3 clusters
  Score: Raw -539604.842320 + Penalty 2772.028796 = -536832.813525
  nChanged 135
		SP:Iteration 12Q (100004.540000 sec): 3 clusters
  Score: Raw -539684.573873 + Penalty 2772.028796 = -536912.545078
  nChanged 112
		SP:Iteration 13Q (100004.640000 sec): 3 clusters
  Score: Raw -539759.401416 + Penalty 2772.028796 = -536987.372620
  nChanged 108
		SP:Iteration 14Q (100004.730000 sec): 3 clusters
  Score: Raw -539830.536430 + Penalty 2772.028796 = -537058.507635
  nChanged 90
		SP:Iteration 15Q (100004.830000 sec): 3 clusters
  Score: Raw -539881.054968 + Penalty 2772.028796 = -537109.026172
  nChanged 65
		SP:Iteration 16Q (100004.930000 sec): 3 clusters
  Score: Raw -539917.007754 + Penalty 2772.028796 = -537144.978958
  nChanged 61
		SP:Iteration 17Q (100005.020000 sec): 3 clusters
  Score: Raw -539948.671306 + Penalty 2772.028796 = -537176.642510
  nChanged 46
		SP:Iteration 18Q (100005.110000 sec): 3 clusters
  Score: Raw -539972.654518 + Penalty 2772.028796 = -537200.625722
  nChanged 40
		SP:Iteration 19Q (100005.210000 sec): 3 clusters
  Score: Raw -539994.188996 + Penalty 2772.028796 = -537222.160201
  nChanged 27
		SP:Iteration 20F (100005.300000 sec): 3 clusters
  Score: Raw -540006.005740 + Penalty 2772.028796 = -537233.976945
  nChanged 20
		SP:Iteration 21Q (100005.400000 sec): 3 clusters
  Score: Raw -540014.174046 + Penalty 2772.028796 = -537242.145250
  nChanged 9
		SP:Iteration 22Q (100005.490000 sec): 3 clusters
  Score: Raw -540017.079652 + Penalty 2772.028796 = -537245.050856
  nChanged 3
		SP:Iteration 23Q (100005.590000 sec): 3 clusters
  Score: Raw -540018.338006 + Penalty 2772.028796 = -537246.309210
  nChanged 4
		SP:Iteration 24Q (100005.680000 sec): 3 clusters
  Score: Raw -540020.137078 + Penalty 2772.028796 = -537248.108283
  nChanged 10
		SP:Iteration 25Q (100005.770000 sec): 3 clusters
  Score: Raw -540023.592195 + Penalty 2772.028796 = -537251.563399
  nChanged 7
		SP:Iteration 26Q (100005.870000 sec): 3 clusters
  Score: Raw -540026.467628 + Penalty 2772.028796 = -537254.438832
  nChanged 9
		SP:Iteration 27Q (100005.960000 sec): 3 clusters
  Score: Raw -540030.211323 + Penalty 2772.028796 = -537258.182528
  nChanged 5
		SP:Iteration 28Q (100006.050000 sec): 3 clusters
  Score: Raw -540033.265049 + Penalty 2772.028796 = -537261.236253
  nChanged 10
		SP:Iteration 29Q (100006.150000 sec): 3 clusters
  Score: Raw -540039.608104 + Penalty 2772.028796 = -537267.579309
  nChanged 11
		SP:Iteration 30Q (100006.240000 sec): 3 clusters
  Score: Raw -540043.165538 + Penalty 2772.028796 = -537271.136742
  nChanged 4
		SP:Iteration 31Q (100006.330000 sec): 3 clusters
  Score: Raw -540044.764044 + Penalty 2772.028796 = -537272.735248
  nChanged 4
		SP:Iteration 32Q (100006.430000 sec): 3 clusters
  Score: Raw -540045.971978 + Penalty 2772.028796 = -537273.943182
  nChanged 7
		SP:Iteration 33Q (100006.520000 sec): 3 clusters
  Score: Raw -540049.146684 + Penalty 2772.028796 = -537277.117889
  nChanged 5
		SP:Iteration 34Q (100006.610000 sec): 3 clusters
  Score: Raw -540050.508541 + Penalty 2772.028796 = -537278.479745
  nChanged 5
		SP:Iteration 35Q (100006.710000 sec): 3 clusters
  Score: Raw -540052.160468 + Penalty 2772.028796 = -537280.131672
  nChanged 4
		SP:Iteration 36Q (100006.800000 sec): 3 clusters
  Score: Raw -540053.611241 + Penalty 2772.028796 = -537281.582445
  nChanged 0
		SP:Iteration 37F (100006.890000 sec): 3 clusters
  Score: Raw -540053.611241 + Penalty 2772.028796 = -537281.582445
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100006.970000 sec): 2 clusters
  Score: Raw -380791.645040 + Penalty 1350.721955 = -379440.923085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100007.050000 sec): 3 clusters
  Score: Raw -378790.459909 + Penalty 2701.443910 = -376089.015999
  nChanged 1584
		SP:Iteration 1F (100007.130000 sec): 3 clusters
  Score: Raw -379841.645926 + Penalty 2701.443910 = -377140.202016
  nChanged 361
		SP:Iteration 2F (100007.210000 sec): 3 clusters
  Score: Raw -380098.742742 + Penalty 2701.443910 = -377397.298832
  nChanged 259
		SP:Iteration 3F (100007.280000 sec): 3 clusters
  Score: Raw -380258.597019 + Penalty 2701.443910 = -377557.153109
  nChanged 192
		SP:Iteration 4Q (100007.360000 sec): 3 clusters
  Score: Raw -380403.267951 + Penalty 2701.443910 = -377701.824041
  nChanged 201
		SP:Iteration 5Q (100007.440000 sec): 3 clusters
  Score: Raw -380560.362308 + Penalty 2701.443910 = -377858.918398
  nChanged 180
		SP:Iteration 6Q (100007.520000 sec): 3 clusters
  Score: Raw -380703.373245 + Penalty 2701.443910 = -378001.929335
  nChanged 152
		SP:Iteration 7Q (100007.600000 sec): 3 clusters
  Score: Raw -380819.819626 + Penalty 2701.443910 = -378118.375716
  nChanged 132
		SP:Iteration 8Q (100007.670000 sec): 3 clusters
  Score: Raw -380955.307408 + Penalty 2701.443910 = -378253.863498
  nChanged 129
		SP:Iteration 9Q (100007.750000 sec): 3 clusters
  Score: Raw -381118.144925 + Penalty 2701.443910 = -378416.701015
  nChanged 124
		SP:Iteration 10Q (100007.830000 sec): 3 clusters
  Score: Raw -381283.418837 + Penalty 2701.443910 = -378581.974927
  nChanged 125
		SP:Iteration 11Q (100007.910000 sec): 3 clusters
  Score: Raw -381426.698145 + Penalty 2701.443910 = -378725.254235
  nChanged 103
		SP:Iteration 12Q (100007.980000 sec): 3 clusters
  Score: Raw -381528.043839 + Penalty 2701.443910 = -378826.599929
  nChanged 91
		SP:Iteration 13Q (100008.060000 sec): 3 clusters
  Score: Raw -381611.840374 + Penalty 2701.443910 = -378910.396464
  nChanged 82
		SP:Iteration 14Q (100008.130000 sec): 3 clusters
  Score: Raw -381682.694014 + Penalty 2701.443910 = -378981.250104
  nChanged 63
		SP:Iteration 15Q (100008.210000 sec): 3 clusters
  Score: Raw -381730.881736 + Penalty 2701.443910 = -379029.437826
  nChanged 36
		SP:Iteration 16Q (100008.290000 sec): 3 clusters
  Score: Raw -381764.057644 + Penalty 2701.443910 = -379062.613734
  nChanged 44
		SP:Iteration 17Q (100008.360000 sec): 3 clusters
  Score: Raw -381817.045366 + Penalty 2701.443910 = -379115.601456
  nChanged 45
		SP:Iteration 18Q (100008.430000 sec): 3 clusters
  Score: Raw -381865.461441 + Penalty 2701.443910 = -379164.017531
  nChanged 39
		SP:Iteration 19Q (100008.510000 sec): 3 clusters
  Score: Raw -381904.437030 + Penalty 2701.443910 = -379202.993120
  nChanged 25
		SP:Iteration 20F (100008.590000 sec): 3 clusters
  Score: Raw -381933.158914 + Penalty 2701.443910 = -379231.715005
  nChanged 27
		SP:Iteration 21Q (100008.660000 sec): 3 clusters
  Score: Raw -381960.298781 + Penalty 2701.443910 = -379258.854871
  nChanged 23
		SP:Iteration 22Q (100008.730000 sec): 3 clusters
  Score: Raw -381982.272445 + Penalty 2701.443910 = -379280.828535
  nChanged 21
		SP:Iteration 23Q (100008.810000 sec): 3 clusters
  Score: Raw -381999.377992 + Penalty 2701.443910 = -379297.934082
  nChanged 18
		SP:Iteration 24Q (100008.880000 sec): 3 clusters
  Score: Raw -382014.809423 + Penalty 2701.443910 = -379313.365513
  nChanged 14
		SP:Iteration 25Q (100008.950000 sec): 3 clusters
  Score: Raw -382021.546853 + Penalty 2701.443910 = -379320.102943
  nChanged 4
		SP:Iteration 26Q (100009.030000 sec): 3 clusters
  Score: Raw -382022.634525 + Penalty 2701.443910 = -379321.190615
  nChanged 2
		SP:Iteration 27Q (100009.100000 sec): 3 clusters
  Score: Raw -382023.320561 + Penalty 2701.443910 = -379321.876651
  nChanged 2
		SP:Iteration 28Q (100009.170000 sec): 3 clusters
  Score: Raw -382024.354195 + Penalty 2701.443910 = -379322.910285
  nChanged 1
		SP:Iteration 29Q (100009.250000 sec): 3 clusters
  Score: Raw -382024.743215 + Penalty 2701.443910 = -379323.299305
  nChanged 0
		SP:Iteration 30F (100009.320000 sec): 3 clusters
  Score: Raw -382024.743215 + Penalty 2701.443910 = -379323.299305
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100009.460000 sec): 2 clusters
  Score: Raw -1250202.880079 + Penalty 1537.175487 = -1248665.704592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100009.660000 sec): 3 clusters
  Score: Raw -1242700.228391 + Penalty 3074.350974 = -1239625.877418
  nChanged 5645
		SP:Iteration 1F (100009.850000 sec): 3 clusters
  Score: Raw -1245924.238995 + Penalty 3074.350974 = -1242849.888022
  nChanged 939
		SP:Iteration 2F (100010.050000 sec): 3 clusters
  Score: Raw -1246557.140317 + Penalty 3074.350974 = -1243482.789343
  nChanged 967
		SP:Iteration 3F (100010.230000 sec): 3 clusters
  Score: Raw -1247258.366692 + Penalty 3074.350974 = -1244184.015718
  nChanged 912
		SP:Iteration 4F (100010.410000 sec): 3 clusters
  Score: Raw -1247880.984546 + Penalty 3074.350974 = -1244806.633572
  nChanged 790
		SP:Iteration 5F (100010.620000 sec): 3 clusters
  Score: Raw -1248378.904392 + Penalty 3074.350974 = -1245304.553418
  nChanged 698
		SP:Iteration 6F (100010.820000 sec): 3 clusters
  Score: Raw -1248730.080348 + Penalty 3074.350974 = -1245655.729374
  nChanged 530
		SP:Iteration 7Q (100011.030000 sec): 3 clusters
  Score: Raw -1248955.091614 + Penalty 3074.350974 = -1245880.740640
  nChanged 395
		SP:Iteration 8Q (100011.220000 sec): 3 clusters
  Score: Raw -1249089.471924 + Penalty 3074.350974 = -1246015.120950
  nChanged 282
		SP:Iteration 9Q (100011.410000 sec): 3 clusters
  Score: Raw -1249182.041701 + Penalty 3074.350974 = -1246107.690727
  nChanged 253
		SP:Iteration 10Q (100011.600000 sec): 3 clusters
  Score: Raw -1249266.105014 + Penalty 3074.350974 = -1246191.754040
  nChanged 238
		SP:Iteration 11Q (100011.790000 sec): 3 clusters
  Score: Raw -1249340.877550 + Penalty 3074.350974 = -1246266.526577
  nChanged 238
		SP:Iteration 12Q (100011.980000 sec): 3 clusters
  Score: Raw -1249410.112303 + Penalty 3074.350974 = -1246335.761330
  nChanged 220
		SP:Iteration 13Q (100012.170000 sec): 3 clusters
  Score: Raw -1249483.487666 + Penalty 3074.350974 = -1246409.136692
  nChanged 249
		SP:Iteration 14Q (100012.370000 sec): 3 clusters
  Score: Raw -1249561.927901 + Penalty 3074.350974 = -1246487.576927
  nChanged 246
		SP:Iteration 15Q (100012.550000 sec): 3 clusters
  Score: Raw -1249644.553260 + Penalty 3074.350974 = -1246570.202287
  nChanged 240
		SP:Iteration 16Q (100012.740000 sec): 3 clusters
  Score: Raw -1249722.504262 + Penalty 3074.350974 = -1246648.153288
  nChanged 224
		SP:Iteration 17Q (100012.930000 sec): 3 clusters
  Score: Raw -1249799.271481 + Penalty 3074.350974 = -1246724.920507
  nChanged 211
		SP:Iteration 18Q (100013.110000 sec): 3 clusters
  Score: Raw -1249869.894143 + Penalty 3074.350974 = -1246795.543170
  nChanged 212
		SP:Iteration 19Q (100013.300000 sec): 3 clusters
  Score: Raw -1249945.463754 + Penalty 3074.350974 = -1246871.112780
  nChanged 216
		SP:Iteration 20F (100013.480000 sec): 3 clusters
  Score: Raw -1250023.694679 + Penalty 3074.350974 = -1246949.343706
  nChanged 218
		SP:Iteration 21Q (100013.660000 sec): 3 clusters
  Score: Raw -1250108.565056 + Penalty 3074.350974 = -1247034.214083
  nChanged 202
		SP:Iteration 22Q (100013.870000 sec): 3 clusters
  Score: Raw -1250193.425485 + Penalty 3074.350974 = -1247119.074512
  nChanged 199
		SP:Iteration 23Q (100014.070000 sec): 3 clusters
  Score: Raw -1250272.272854 + Penalty 3074.350974 = -1247197.921880
  nChanged 178
		SP:Iteration 24Q (100014.260000 sec): 3 clusters
  Score: Raw -1250339.794477 + Penalty 3074.350974 = -1247265.443503
  nChanged 160
		SP:Iteration 25Q (100014.440000 sec): 3 clusters
  Score: Raw -1250404.080003 + Penalty 3074.350974 = -1247329.729030
  nChanged 144
		SP:Iteration 26Q (100014.640000 sec): 3 clusters
  Score: Raw -1250466.654779 + Penalty 3074.350974 = -1247392.303805
  nChanged 116
		SP:Iteration 27Q (100014.810000 sec): 3 clusters
  Score: Raw -1250519.269500 + Penalty 3074.350974 = -1247444.918527
  nChanged 105
		SP:Iteration 28Q (100014.990000 sec): 3 clusters
  Score: Raw -1250569.611618 + Penalty 3074.350974 = -1247495.260644
  nChanged 86
		SP:Iteration 29Q (100015.170000 sec): 3 clusters
  Score: Raw -1250604.141166 + Penalty 3074.350974 = -1247529.790192
  nChanged 74
		SP:Iteration 30Q (100015.370000 sec): 3 clusters
  Score: Raw -1250636.887779 + Penalty 3074.350974 = -1247562.536805
  nChanged 61
		SP:Iteration 31Q (100015.550000 sec): 3 clusters
  Score: Raw -1250663.151110 + Penalty 3074.350974 = -1247588.800137
  nChanged 55
		SP:Iteration 32Q (100015.720000 sec): 3 clusters
  Score: Raw -1250680.770458 + Penalty 3074.350974 = -1247606.419484
  nChanged 37
		SP:Iteration 33Q (100015.920000 sec): 3 clusters
  Score: Raw -1250691.901180 + Penalty 3074.350974 = -1247617.550207
  nChanged 27
		SP:Iteration 34Q (100016.090000 sec): 3 clusters
  Score: Raw -1250699.980824 + Penalty 3074.350974 = -1247625.629850
  nChanged 27
		SP:Iteration 35Q (100016.270000 sec): 3 clusters
  Score: Raw -1250707.511281 + Penalty 3074.350974 = -1247633.160307
  nChanged 20
		SP:Iteration 36Q (100016.470000 sec): 3 clusters
  Score: Raw -1250712.598118 + Penalty 3074.350974 = -1247638.247144
  nChanged 12
		SP:Iteration 37Q (100016.640000 sec): 3 clusters
  Score: Raw -1250715.519803 + Penalty 3074.350974 = -1247641.168830
  nChanged 19
		SP:Iteration 38Q (100016.820000 sec): 3 clusters
  Score: Raw -1250720.674919 + Penalty 3074.350974 = -1247646.323946
  nChanged 19
		SP:Iteration 39Q (100017.000000 sec): 3 clusters
  Score: Raw -1250724.884187 + Penalty 3074.350974 = -1247650.533213
  nChanged 15
		SP:Iteration 40F (100017.180000 sec): 3 clusters
  Score: Raw -1250729.474954 + Penalty 3074.350974 = -1247655.123980
  nChanged 13
		SP:Iteration 41Q (100017.380000 sec): 3 clusters
  Score: Raw -1250732.488646 + Penalty 3074.350974 = -1247658.137672
  nChanged 12
		SP:Iteration 42Q (100017.550000 sec): 3 clusters
  Score: Raw -1250735.282699 + Penalty 3074.350974 = -1247660.931725
  nChanged 8
		SP:Iteration 43Q (100017.720000 sec): 3 clusters
  Score: Raw -1250737.659649 + Penalty 3074.350974 = -1247663.308675
  nChanged 14
		SP:Iteration 44Q (100017.920000 sec): 3 clusters
  Score: Raw -1250741.872710 + Penalty 3074.350974 = -1247667.521736
  nChanged 15
		SP:Iteration 45Q (100018.100000 sec): 3 clusters
  Score: Raw -1250745.107001 + Penalty 3074.350974 = -1247670.756028
  nChanged 10
		SP:Iteration 46Q (100018.270000 sec): 3 clusters
  Score: Raw -1250747.893648 + Penalty 3074.350974 = -1247673.542674
  nChanged 6
		SP:Iteration 47Q (100018.450000 sec): 3 clusters
  Score: Raw -1250749.758720 + Penalty 3074.350974 = -1247675.407747
  nChanged 8
		SP:Iteration 48Q (100018.640000 sec): 3 clusters
  Score: Raw -1250752.415384 + Penalty 3074.350974 = -1247678.064410
  nChanged 10
		SP:Iteration 49Q (100018.810000 sec): 3 clusters
  Score: Raw -1250755.439387 + Penalty 3074.350974 = -1247681.088413
  nChanged 7
		SP:Iteration 50Q (100019.010000 sec): 3 clusters
  Score: Raw -1250756.733695 + Penalty 3074.350974 = -1247682.382721
  nChanged 2
		SP:Iteration 51Q (100019.180000 sec): 3 clusters
  Score: Raw -1250757.068410 + Penalty 3074.350974 = -1247682.717436
  nChanged 2
		SP:Iteration 52Q (100019.360000 sec): 3 clusters
  Score: Raw -1250757.591325 + Penalty 3074.350974 = -1247683.240351
  nChanged 1
		SP:Iteration 53Q (100019.550000 sec): 3 clusters
  Score: Raw -1250757.697093 + Penalty 3074.350974 = -1247683.346119
  nChanged 1
		SP:Iteration 54Q (100019.720000 sec): 3 clusters
  Score: Raw -1250758.420199 + Penalty 3074.350974 = -1247684.069226
  nChanged 2
		SP:Iteration 55Q (100019.890000 sec): 3 clusters
  Score: Raw -1250758.756325 + Penalty 3074.350974 = -1247684.405351
  nChanged 1
		SP:Iteration 56Q (100020.090000 sec): 3 clusters
  Score: Raw -1250758.921795 + Penalty 3074.350974 = -1247684.570821
  nChanged 0
		SP:Iteration 57F (100020.270000 sec): 3 clusters
  Score: Raw -1250758.921795 + Penalty 3074.350974 = -1247684.570821
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100020.510000 sec): 2 clusters
  Score: Raw -2157354.509654 + Penalty 1616.624899 = -2155737.884755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100020.800000 sec): 3 clusters
  Score: Raw -2144666.830286 + Penalty 3233.249798 = -2141433.580488
  nChanged 9546
		SP:Iteration 1F (100021.080000 sec): 3 clusters
  Score: Raw -2150057.384545 + Penalty 3233.249798 = -2146824.134746
  nChanged 1371
		SP:Iteration 2F (100021.350000 sec): 3 clusters
  Score: Raw -2150897.360652 + Penalty 3233.249798 = -2147664.110854
  nChanged 1567
		SP:Iteration 3F (100021.630000 sec): 3 clusters
  Score: Raw -2152091.385082 + Penalty 3233.249798 = -2148858.135284
  nChanged 1757
		SP:Iteration 4F (100021.920000 sec): 3 clusters
  Score: Raw -2153542.699632 + Penalty 3233.249798 = -2150309.449834
  nChanged 1680
		SP:Iteration 5F (100022.200000 sec): 3 clusters
  Score: Raw -2154813.778138 + Penalty 3233.249798 = -2151580.528340
  nChanged 1355
		SP:Iteration 6F (100022.480000 sec): 3 clusters
  Score: Raw -2155621.405088 + Penalty 3233.249798 = -2152388.155290
  nChanged 976
		SP:Iteration 7Q (100022.770000 sec): 3 clusters
  Score: Raw -2156044.664282 + Penalty 3233.249798 = -2152811.414483
  nChanged 666
		SP:Iteration 8Q (100023.060000 sec): 3 clusters
  Score: Raw -2156252.541263 + Penalty 3233.249798 = -2153019.291464
  nChanged 458
		SP:Iteration 9Q (100023.350000 sec): 3 clusters
  Score: Raw -2156362.076425 + Penalty 3233.249798 = -2153128.826626
  nChanged 312
		SP:Iteration 10Q (100023.600000 sec): 3 clusters
  Score: Raw -2156423.659636 + Penalty 3233.249798 = -2153190.409838
  nChanged 226
		SP:Iteration 11Q (100023.890000 sec): 3 clusters
  Score: Raw -2156461.989325 + Penalty 3233.249798 = -2153228.739526
  nChanged 166
		SP:Iteration 12Q (100024.180000 sec): 3 clusters
  Score: Raw -2156488.150237 + Penalty 3233.249798 = -2153254.900439
  nChanged 140
		SP:Iteration 13Q (100024.430000 sec): 3 clusters
  Score: Raw -2156508.657465 + Penalty 3233.249798 = -2153275.407667
  nChanged 115
		SP:Iteration 14Q (100024.720000 sec): 3 clusters
  Score: Raw -2156526.070606 + Penalty 3233.249798 = -2153292.820808
  nChanged 121
		SP:Iteration 15Q (100025.010000 sec): 3 clusters
  Score: Raw -2156545.468648 + Penalty 3233.249798 = -2153312.218849
  nChanged 112
		SP:Iteration 16Q (100025.260000 sec): 3 clusters
  Score: Raw -2156565.597775 + Penalty 3233.249798 = -2153332.347977
  nChanged 115
		SP:Iteration 17Q (100025.550000 sec): 3 clusters
  Score: Raw -2156588.424523 + Penalty 3233.249798 = -2153355.174725
  nChanged 113
		SP:Iteration 18Q (100025.840000 sec): 3 clusters
  Score: Raw -2156609.795488 + Penalty 3233.249798 = -2153376.545689
  nChanged 120
		SP:Iteration 19Q (100026.130000 sec): 3 clusters
  Score: Raw -2156633.264026 + Penalty 3233.249798 = -2153400.014227
  nChanged 118
		SP:Iteration 20F (100026.370000 sec): 3 clusters
  Score: Raw -2156658.750609 + Penalty 3233.249798 = -2153425.500811
  nChanged 134
		SP:Iteration 21Q (100026.660000 sec): 3 clusters
  Score: Raw -2156684.565991 + Penalty 3233.249798 = -2153451.316192
  nChanged 131
		SP:Iteration 22Q (100026.950000 sec): 3 clusters
  Score: Raw -2156714.503225 + Penalty 3233.249798 = -2153481.253426
  nChanged 153
		SP:Iteration 23Q (100027.240000 sec): 3 clusters
  Score: Raw -2156753.045264 + Penalty 3233.249798 = -2153519.795466
  nChanged 151
		SP:Iteration 24Q (100027.490000 sec): 3 clusters
  Score: Raw -2156789.948024 + Penalty 3233.249798 = -2153556.698225
  nChanged 145
		SP:Iteration 25Q (100027.780000 sec): 3 clusters
  Score: Raw -2156825.693353 + Penalty 3233.249798 = -2153592.443554
  nChanged 145
		SP:Iteration 26Q (100028.070000 sec): 3 clusters
  Score: Raw -2156856.364491 + Penalty 3233.249798 = -2153623.114692
  nChanged 137
		SP:Iteration 27Q (100028.320000 sec): 3 clusters
  Score: Raw -2156885.444539 + Penalty 3233.249798 = -2153652.194740
  nChanged 130
		SP:Iteration 28Q (100028.610000 sec): 3 clusters
  Score: Raw -2156916.164273 + Penalty 3233.249798 = -2153682.914475
  nChanged 135
		SP:Iteration 29Q (100028.890000 sec): 3 clusters
  Score: Raw -2156948.500192 + Penalty 3233.249798 = -2153715.250393
  nChanged 147
		SP:Iteration 30Q (100029.180000 sec): 3 clusters
  Score: Raw -2156982.281734 + Penalty 3233.249798 = -2153749.031936
  nChanged 136
		SP:Iteration 31Q (100029.430000 sec): 3 clusters
  Score: Raw -2157010.893015 + Penalty 3233.249798 = -2153777.643216
  nChanged 135
		SP:Iteration 32Q (100029.710000 sec): 3 clusters
  Score: Raw -2157040.701006 + Penalty 3233.249798 = -2153807.451208
  nChanged 138
		SP:Iteration 33Q (100030.000000 sec): 3 clusters
  Score: Raw -2157069.841290 + Penalty 3233.249798 = -2153836.591491
  nChanged 136
		SP:Iteration 34Q (100030.280000 sec): 3 clusters
  Score: Raw -2157097.822142 + Penalty 3233.249798 = -2153864.572344
  nChanged 125
		SP:Iteration 35Q (100030.560000 sec): 3 clusters
  Score: Raw -2157120.338397 + Penalty 3233.249798 = -2153887.088599
  nChanged 111
		SP:Iteration 36Q (100030.840000 sec): 3 clusters
  Score: Raw -2157141.570842 + Penalty 3233.249798 = -2153908.321043
  nChanged 109
		SP:Iteration 37Q (100031.120000 sec): 3 clusters
  Score: Raw -2157163.463492 + Penalty 3233.249798 = -2153930.213694
  nChanged 112
		SP:Iteration 38Q (100031.360000 sec): 3 clusters
  Score: Raw -2157187.328821 + Penalty 3233.249798 = -2153954.079023
  nChanged 127
		SP:Iteration 39Q (100031.640000 sec): 3 clusters
  Score: Raw -2157212.207750 + Penalty 3233.249798 = -2153978.957952
  nChanged 115
		SP:Iteration 40F (100031.920000 sec): 3 clusters
  Score: Raw -2157234.293470 + Penalty 3233.249798 = -2154001.043672
  nChanged 121
		SP:Iteration 41Q (100032.200000 sec): 3 clusters
  Score: Raw -2157256.381485 + Penalty 3233.249798 = -2154023.131687
  nChanged 102
		SP:Iteration 42Q (100032.480000 sec): 3 clusters
  Score: Raw -2157274.956043 + Penalty 3233.249798 = -2154041.706245
  nChanged 87
		SP:Iteration 43Q (100032.760000 sec): 3 clusters
  Score: Raw -2157289.423882 + Penalty 3233.249798 = -2154056.174084
  nChanged 76
		SP:Iteration 44Q (100033.030000 sec): 3 clusters
  Score: Raw -2157301.627573 + Penalty 3233.249798 = -2154068.377774
  nChanged 78
		SP:Iteration 45Q (100033.310000 sec): 3 clusters
  Score: Raw -2157313.070968 + Penalty 3233.249798 = -2154079.821169
  nChanged 65
		SP:Iteration 46Q (100033.580000 sec): 3 clusters
  Score: Raw -2157324.066525 + Penalty 3233.249798 = -2154090.816726
  nChanged 69
		SP:Iteration 47Q (100033.860000 sec): 3 clusters
  Score: Raw -2157336.431230 + Penalty 3233.249798 = -2154103.181432
  nChanged 69
		SP:Iteration 48Q (100034.130000 sec): 3 clusters
  Score: Raw -2157346.940387 + Penalty 3233.249798 = -2154113.690588
  nChanged 71
		SP:Iteration 49Q (100034.400000 sec): 3 clusters
  Score: Raw -2157358.146241 + Penalty 3233.249798 = -2154124.896443
  nChanged 84
		SP:Iteration 50Q (100034.630000 sec): 3 clusters
  Score: Raw -2157373.359199 + Penalty 3233.249798 = -2154140.109401
  nChanged 81
		SP:Iteration 51Q (100034.890000 sec): 3 clusters
  Score: Raw -2157388.031097 + Penalty 3233.249798 = -2154154.781299
  nChanged 82
		SP:Iteration 52Q (100035.150000 sec): 3 clusters
  Score: Raw -2157403.284015 + Penalty 3233.249798 = -2154170.034217
  nChanged 74
		SP:Iteration 53Q (100035.390000 sec): 3 clusters
  Score: Raw -2157416.307593 + Penalty 3233.249798 = -2154183.057795
  nChanged 70
		SP:Iteration 54Q (100035.660000 sec): 3 clusters
  Score: Raw -2157429.137227 + Penalty 3233.249798 = -2154195.887428
  nChanged 56
		SP:Iteration 55Q (100035.930000 sec): 3 clusters
  Score: Raw -2157439.477419 + Penalty 3233.249798 = -2154206.227620
  nChanged 58
		SP:Iteration 56Q (100036.200000 sec): 3 clusters
  Score: Raw -2157448.230205 + Penalty 3233.249798 = -2154214.980406
  nChanged 50
		SP:Iteration 57Q (100036.480000 sec): 3 clusters
  Score: Raw -2157456.871792 + Penalty 3233.249798 = -2154223.621993
  nChanged 41
		SP:Iteration 58Q (100036.710000 sec): 3 clusters
  Score: Raw -2157462.986063 + Penalty 3233.249798 = -2154229.736265
  nChanged 26
		SP:Iteration 59Q (100036.940000 sec): 3 clusters
  Score: Raw -2157467.384730 + Penalty 3233.249798 = -2154234.134932
  nChanged 28
		SP:Iteration 60F (100037.180000 sec): 3 clusters
  Score: Raw -2157471.435820 + Penalty 3233.249798 = -2154238.186021
  nChanged 35
		SP:Iteration 61Q (100037.450000 sec): 3 clusters
  Score: Raw -2157477.565296 + Penalty 3233.249798 = -2154244.315498
  nChanged 46
		SP:Iteration 62Q (100037.720000 sec): 3 clusters
  Score: Raw -2157485.871204 + Penalty 3233.249798 = -2154252.621406
  nChanged 37
		SP:Iteration 63Q (100038.000000 sec): 3 clusters
  Score: Raw -2157491.099497 + Penalty 3233.249798 = -2154257.849699
  nChanged 40
		SP:Iteration 64Q (100038.230000 sec): 3 clusters
  Score: Raw -2157496.953924 + Penalty 3233.249798 = -2154263.704125
  nChanged 33
		SP:Iteration 65Q (100038.480000 sec): 3 clusters
  Score: Raw -2157502.923281 + Penalty 3233.249798 = -2154269.673483
  nChanged 32
		SP:Iteration 66Q (100038.730000 sec): 3 clusters
  Score: Raw -2157507.028412 + Penalty 3233.249798 = -2154273.778613
  nChanged 28
		SP:Iteration 67Q (100038.970000 sec): 3 clusters
  Score: Raw -2157511.108956 + Penalty 3233.249798 = -2154277.859157
  nChanged 33
		SP:Iteration 68Q (100039.230000 sec): 3 clusters
  Score: Raw -2157516.124522 + Penalty 3233.249798 = -2154282.874724
  nChanged 27
		SP:Iteration 69Q (100039.470000 sec): 3 clusters
  Score: Raw -2157519.784818 + Penalty 3233.249798 = -2154286.535020
  nChanged 29
		SP:Iteration 70Q (100039.700000 sec): 3 clusters
  Score: Raw -2157524.602218 + Penalty 3233.249798 = -2154291.352420
  nChanged 28
		SP:Iteration 71Q (100039.930000 sec): 3 clusters
  Score: Raw -2157527.991720 + Penalty 3233.249798 = -2154294.741922
  nChanged 20
		SP:Iteration 72Q (100040.200000 sec): 3 clusters
  Score: Raw -2157530.942255 + Penalty 3233.249798 = -2154297.692456
  nChanged 21
		SP:Iteration 73Q (100040.430000 sec): 3 clusters
  Score: Raw -2157534.168421 + Penalty 3233.249798 = -2154300.918623
  nChanged 11
		SP:Iteration 74Q (100040.670000 sec): 3 clusters
  Score: Raw -2157535.392765 + Penalty 3233.249798 = -2154302.142966
  nChanged 12
		SP:Iteration 75Q (100040.890000 sec): 3 clusters
  Score: Raw -2157537.435196 + Penalty 3233.249798 = -2154304.185397
  nChanged 13
		SP:Iteration 76Q (100041.160000 sec): 3 clusters
  Score: Raw -2157539.333774 + Penalty 3233.249798 = -2154306.083976
  nChanged 19
		SP:Iteration 77Q (100041.390000 sec): 3 clusters
  Score: Raw -2157542.420647 + Penalty 3233.249798 = -2154309.170849
  nChanged 22
		SP:Iteration 78Q (100041.650000 sec): 3 clusters
  Score: Raw -2157546.546965 + Penalty 3233.249798 = -2154313.297166
  nChanged 30
		SP:Iteration 79Q (100041.880000 sec): 3 clusters
  Score: Raw -2157551.087047 + Penalty 3233.249798 = -2154317.837249
  nChanged 20
		SP:Iteration 80F (100042.160000 sec): 3 clusters
  Score: Raw -2157553.802274 + Penalty 3233.249798 = -2154320.552476
  nChanged 12
		SP:Iteration 81Q (100042.430000 sec): 3 clusters
  Score: Raw -2157555.134309 + Penalty 3233.249798 = -2154321.884511
  nChanged 13
		SP:Iteration 82Q (100042.690000 sec): 3 clusters
  Score: Raw -2157556.534826 + Penalty 3233.249798 = -2154323.285028
  nChanged 13
		SP:Iteration 83Q (100042.960000 sec): 3 clusters
  Score: Raw -2157558.595640 + Penalty 3233.249798 = -2154325.345842
  nChanged 16
		SP:Iteration 84Q (100043.200000 sec): 3 clusters
  Score: Raw -2157561.311340 + Penalty 3233.249798 = -2154328.061542
  nChanged 18
		SP:Iteration 85Q (100043.450000 sec): 3 clusters
  Score: Raw -2157564.212610 + Penalty 3233.249798 = -2154330.962812
  nChanged 17
		SP:Iteration 86Q (100043.680000 sec): 3 clusters
  Score: Raw -2157566.059593 + Penalty 3233.249798 = -2154332.809795
  nChanged 12
		SP:Iteration 87Q (100043.940000 sec): 3 clusters
  Score: Raw -2157567.499366 + Penalty 3233.249798 = -2154334.249568
  nChanged 9
		SP:Iteration 88Q (100044.210000 sec): 3 clusters
  Score: Raw -2157568.446725 + Penalty 3233.249798 = -2154335.196927
  nChanged 7
		SP:Iteration 89Q (100044.440000 sec): 3 clusters
  Score: Raw -2157569.161653 + Penalty 3233.249798 = -2154335.911855
  nChanged 6
		SP:Iteration 90Q (100044.700000 sec): 3 clusters
  Score: Raw -2157569.797474 + Penalty 3233.249798 = -2154336.547675
  nChanged 6
		SP:Iteration 91Q (100044.920000 sec): 3 clusters
  Score: Raw -2157570.329663 + Penalty 3233.249798 = -2154337.079864
  nChanged 4
		SP:Iteration 92Q (100045.190000 sec): 3 clusters
  Score: Raw -2157570.813869 + Penalty 3233.249798 = -2154337.564071
  nChanged 7
		SP:Iteration 93Q (100045.460000 sec): 3 clusters
  Score: Raw -2157572.134088 + Penalty 3233.249798 = -2154338.884289
  nChanged 11
		SP:Iteration 94Q (100045.690000 sec): 3 clusters
  Score: Raw -2157573.479630 + Penalty 3233.249798 = -2154340.229832
  nChanged 7
		SP:Iteration 95Q (100045.940000 sec): 3 clusters
  Score: Raw -2157574.049816 + Penalty 3233.249798 = -2154340.800017
  nChanged 4
		SP:Iteration 96Q (100046.170000 sec): 3 clusters
  Score: Raw -2157574.336817 + Penalty 3233.249798 = -2154341.087019
  nChanged 2
		SP:Iteration 97Q (100046.440000 sec): 3 clusters
  Score: Raw -2157574.530581 + Penalty 3233.249798 = -2154341.280783
  nChanged 1
		SP:Iteration 98Q (100046.700000 sec): 3 clusters
  Score: Raw -2157574.563303 + Penalty 3233.249798 = -2154341.313505
  nChanged 1
		SP:Iteration 99Q (100047.080000 sec): 3 clusters
  Score: Raw -2157574.699341 + Penalty 3233.249798 = -2154341.449543
  nChanged 2
		SP:Iteration 100F (100047.340000 sec): 3 clusters
  Score: Raw -2157574.889324 + Penalty 3233.249798 = -2154341.639525
  nChanged 2
		SP:Iteration 101Q (100047.680000 sec): 3 clusters
  Score: Raw -2157575.141397 + Penalty 3233.249798 = -2154341.891599
  nChanged 4
		SP:Iteration 102Q (100047.990000 sec): 3 clusters
  Score: Raw -2157575.505221 + Penalty 3233.249798 = -2154342.255423
  nChanged 1
		SP:Iteration 103Q (100048.290000 sec): 3 clusters
  Score: Raw -2157575.580209 + Penalty 3233.249798 = -2154342.330410
  nChanged 3
		SP:Iteration 104Q (100048.640000 sec): 3 clusters
  Score: Raw -2157575.885851 + Penalty 3233.249798 = -2154342.636052
  nChanged 0
		SP:Iteration 105F (100048.920000 sec): 3 clusters
  Score: Raw -2157575.885851 + Penalty 3233.249798 = -2154342.636052
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100049.030000 sec): 2 clusters
  Score: Raw -889136.692847 + Penalty 1468.927208 = -887667.765639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100049.180000 sec): 3 clusters
  Score: Raw -884458.352933 + Penalty 2937.854417 = -881520.498516
  nChanged 3593
		SP:Iteration 1F (100049.300000 sec): 3 clusters
  Score: Raw -886366.118605 + Penalty 2937.854417 = -883428.264189
  nChanged 565
		SP:Iteration 2F (100049.430000 sec): 3 clusters
  Score: Raw -886669.638500 + Penalty 2937.854417 = -883731.784083
  nChanged 476
		SP:Iteration 3F (100049.560000 sec): 3 clusters
  Score: Raw -886920.506775 + Penalty 2937.854417 = -883982.652359
  nChanged 407
		SP:Iteration 4Q (100049.700000 sec): 3 clusters
  Score: Raw -887138.978257 + Penalty 2937.854417 = -884201.123841
  nChanged 396
		SP:Iteration 5Q (100049.840000 sec): 3 clusters
  Score: Raw -887360.481743 + Penalty 2937.854417 = -884422.627326
  nChanged 431
		SP:Iteration 6F (100049.980000 sec): 3 clusters
  Score: Raw -887671.636214 + Penalty 2937.854417 = -884733.781798
  nChanged 477
		SP:Iteration 7F (100050.120000 sec): 3 clusters
  Score: Raw -888022.196761 + Penalty 2937.854417 = -885084.342345
  nChanged 521
		SP:Iteration 8F (100050.260000 sec): 3 clusters
  Score: Raw -888438.166566 + Penalty 2937.854417 = -885500.312150
  nChanged 496
		SP:Iteration 9F (100050.380000 sec): 3 clusters
  Score: Raw -888860.851958 + Penalty 2937.854417 = -885922.997542
  nChanged 423
		SP:Iteration 10F (100050.510000 sec): 3 clusters
  Score: Raw -889225.307592 + Penalty 2937.854417 = -886287.453176
  nChanged 305
		SP:Iteration 11Q (100050.640000 sec): 3 clusters
  Score: Raw -889494.033072 + Penalty 2937.854417 = -886556.178656
  nChanged 217
		SP:Iteration 12Q (100050.780000 sec): 3 clusters
  Score: Raw -889646.545101 + Penalty 2937.854417 = -886708.690685
  nChanged 157
		SP:Iteration 13Q (100050.910000 sec): 3 clusters
  Score: Raw -889726.559527 + Penalty 2937.854417 = -886788.705111
  nChanged 115
		SP:Iteration 14Q (100051.040000 sec): 3 clusters
  Score: Raw -889768.764263 + Penalty 2937.854417 = -886830.909846
  nChanged 80
		SP:Iteration 15Q (100051.180000 sec): 3 clusters
  Score: Raw -889795.042717 + Penalty 2937.854417 = -886857.188301
  nChanged 58
		SP:Iteration 16Q (100051.310000 sec): 3 clusters
  Score: Raw -889814.935510 + Penalty 2937.854417 = -886877.081094
  nChanged 62
		SP:Iteration 17Q (100051.440000 sec): 3 clusters
  Score: Raw -889830.701848 + Penalty 2937.854417 = -886892.847431
  nChanged 32
		SP:Iteration 18Q (100051.570000 sec): 3 clusters
  Score: Raw -889837.379887 + Penalty 2937.854417 = -886899.525471
  nChanged 28
		SP:Iteration 19Q (100051.700000 sec): 3 clusters
  Score: Raw -889843.464842 + Penalty 2937.854417 = -886905.610425
  nChanged 20
		SP:Iteration 20F (100051.840000 sec): 3 clusters
  Score: Raw -889847.719157 + Penalty 2937.854417 = -886909.864741
  nChanged 19
		SP:Iteration 21Q (100051.960000 sec): 3 clusters
  Score: Raw -889851.130544 + Penalty 2937.854417 = -886913.276127
  nChanged 10
		SP:Iteration 22Q (100052.080000 sec): 3 clusters
  Score: Raw -889853.057095 + Penalty 2937.854417 = -886915.202679
  nChanged 11
		SP:Iteration 23Q (100052.210000 sec): 3 clusters
  Score: Raw -889854.533110 + Penalty 2937.854417 = -886916.678694
  nChanged 6
		SP:Iteration 24Q (100052.340000 sec): 3 clusters
  Score: Raw -889855.668727 + Penalty 2937.854417 = -886917.814311
  nChanged 9
		SP:Iteration 25Q (100052.480000 sec): 3 clusters
  Score: Raw -889858.051006 + Penalty 2937.854417 = -886920.196589
  nChanged 12
		SP:Iteration 26Q (100052.610000 sec): 3 clusters
  Score: Raw -889860.083237 + Penalty 2937.854417 = -886922.228821
  nChanged 10
		SP:Iteration 27Q (100052.740000 sec): 3 clusters
  Score: Raw -889861.883420 + Penalty 2937.854417 = -886924.029004
  nChanged 11
		SP:Iteration 28Q (100052.870000 sec): 3 clusters
  Score: Raw -889863.570408 + Penalty 2937.854417 = -886925.715991
  nChanged 17
		SP:Iteration 29Q (100053.000000 sec): 3 clusters
  Score: Raw -889866.345100 + Penalty 2937.854417 = -886928.490684
  nChanged 15
		SP:Iteration 30Q (100053.140000 sec): 3 clusters
  Score: Raw -889869.259860 + Penalty 2937.854417 = -886931.405443
  nChanged 14
		SP:Iteration 31Q (100053.270000 sec): 3 clusters
  Score: Raw -889871.310950 + Penalty 2937.854417 = -886933.456533
  nChanged 5
		SP:Iteration 32Q (100053.400000 sec): 3 clusters
  Score: Raw -889872.564053 + Penalty 2937.854417 = -886934.709636
  nChanged 5
		SP:Iteration 33Q (100053.520000 sec): 3 clusters
  Score: Raw -889873.298008 + Penalty 2937.854417 = -886935.443592
  nChanged 4
		SP:Iteration 34Q (100053.650000 sec): 3 clusters
  Score: Raw -889873.762191 + Penalty 2937.854417 = -886935.907774
  nChanged 0
		SP:Iteration 35F (100053.780000 sec): 3 clusters
  Score: Raw -889873.762191 + Penalty 2937.854417 = -886935.907774
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100053.880000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100054.020000 sec): 3 clusters
  Score: Raw -655047.088942 + Penalty 2842.424364 = -652204.664578
  nChanged 2607
		SP:Iteration 1F (100054.140000 sec): 3 clusters
  Score: Raw -656542.355381 + Penalty 2842.424364 = -653699.931016
  nChanged 505
		SP:Iteration 2F (100054.250000 sec): 3 clusters
  Score: Raw -656929.617600 + Penalty 2842.424364 = -654087.193236
  nChanged 470
		SP:Iteration 3F (100054.360000 sec): 3 clusters
  Score: Raw -657319.419758 + Penalty 2842.424364 = -654476.995393
  nChanged 469
		SP:Iteration 4F (100054.470000 sec): 3 clusters
  Score: Raw -657730.179159 + Penalty 2842.424364 = -654887.754795
  nChanged 415
		SP:Iteration 5F (100054.580000 sec): 3 clusters
  Score: Raw -658084.328358 + Penalty 2842.424364 = -655241.903994
  nChanged 311
		SP:Iteration 6Q (100054.700000 sec): 3 clusters
  Score: Raw -658329.569248 + Penalty 2842.424364 = -655487.144883
  nChanged 239
		SP:Iteration 7Q (100054.810000 sec): 3 clusters
  Score: Raw -658501.910110 + Penalty 2842.424364 = -655659.485746
  nChanged 184
		SP:Iteration 8Q (100054.920000 sec): 3 clusters
  Score: Raw -658611.569269 + Penalty 2842.424364 = -655769.144905
  nChanged 109
		SP:Iteration 9Q (100055.030000 sec): 3 clusters
  Score: Raw -658673.233423 + Penalty 2842.424364 = -655830.809059
  nChanged 75
		SP:Iteration 10Q (100055.140000 sec): 3 clusters
  Score: Raw -658707.560488 + Penalty 2842.424364 = -655865.136124
  nChanged 55
		SP:Iteration 11Q (100055.250000 sec): 3 clusters
  Score: Raw -658732.821398 + Penalty 2842.424364 = -655890.397033
  nChanged 37
		SP:Iteration 12Q (100055.360000 sec): 3 clusters
  Score: Raw -658754.774047 + Penalty 2842.424364 = -655912.349683
  nChanged 36
		SP:Iteration 13Q (100055.480000 sec): 3 clusters
  Score: Raw -658773.349139 + Penalty 2842.424364 = -655930.924775
  nChanged 39
		SP:Iteration 14Q (100055.590000 sec): 3 clusters
  Score: Raw -658790.976247 + Penalty 2842.424364 = -655948.551882
  nChanged 31
		SP:Iteration 15Q (100055.700000 sec): 3 clusters
  Score: Raw -658805.717912 + Penalty 2842.424364 = -655963.293547
  nChanged 40
		SP:Iteration 16Q (100055.810000 sec): 3 clusters
  Score: Raw -658827.146091 + Penalty 2842.424364 = -655984.721727
  nChanged 40
		SP:Iteration 17Q (100055.920000 sec): 3 clusters
  Score: Raw -658844.661175 + Penalty 2842.424364 = -656002.236811
  nChanged 26
		SP:Iteration 18Q (100056.030000 sec): 3 clusters
  Score: Raw -658858.973274 + Penalty 2842.424364 = -656016.548909
  nChanged 32
		SP:Iteration 19Q (100056.140000 sec): 3 clusters
  Score: Raw -658874.809295 + Penalty 2842.424364 = -656032.384930
  nChanged 22
		SP:Iteration 20F (100056.250000 sec): 3 clusters
  Score: Raw -658886.167317 + Penalty 2842.424364 = -656043.742953
  nChanged 20
		SP:Iteration 21Q (100056.360000 sec): 3 clusters
  Score: Raw -658894.890165 + Penalty 2842.424364 = -656052.465801
  nChanged 12
		SP:Iteration 22Q (100056.470000 sec): 3 clusters
  Score: Raw -658901.418149 + Penalty 2842.424364 = -656058.993784
  nChanged 16
		SP:Iteration 23Q (100056.580000 sec): 3 clusters
  Score: Raw -658907.138261 + Penalty 2842.424364 = -656064.713897
  nChanged 11
		SP:Iteration 24Q (100056.690000 sec): 3 clusters
  Score: Raw -658912.652181 + Penalty 2842.424364 = -656070.227817
  nChanged 16
		SP:Iteration 25Q (100056.800000 sec): 3 clusters
  Score: Raw -658919.038868 + Penalty 2842.424364 = -656076.614504
  nChanged 13
		SP:Iteration 26Q (100056.900000 sec): 3 clusters
  Score: Raw -658924.662945 + Penalty 2842.424364 = -656082.238581
  nChanged 11
		SP:Iteration 27Q (100057.010000 sec): 3 clusters
  Score: Raw -658928.226578 + Penalty 2842.424364 = -656085.802213
  nChanged 6
		SP:Iteration 28Q (100057.120000 sec): 3 clusters
  Score: Raw -658930.382102 + Penalty 2842.424364 = -656087.957737
  nChanged 7
		SP:Iteration 29Q (100057.230000 sec): 3 clusters
  Score: Raw -658932.976162 + Penalty 2842.424364 = -656090.551798
  nChanged 3
		SP:Iteration 30Q (100057.340000 sec): 3 clusters
  Score: Raw -658934.701148 + Penalty 2842.424364 = -656092.276783
  nChanged 2
		SP:Iteration 31Q (100057.450000 sec): 3 clusters
  Score: Raw -658934.845944 + Penalty 2842.424364 = -656092.421579
  nChanged 0
		SP:Iteration 32F (100057.560000 sec): 3 clusters
  Score: Raw -658934.845944 + Penalty 2842.424364 = -656092.421579
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (7896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100057.660000 sec): 2 clusters
  Score: Raw -724104.077425 + Penalty 1458.293132 = -722645.784293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100057.810000 sec): 3 clusters
  Score: Raw -719724.007989 + Penalty 2916.586264 = -716807.421725
  nChanged 3425
		SP:Iteration 1F (100057.930000 sec): 3 clusters
  Score: Raw -721639.302606 + Penalty 2916.586264 = -718722.716342
  nChanged 546
		SP:Iteration 2F (100058.050000 sec): 3 clusters
  Score: Raw -721947.737176 + Penalty 2916.586264 = -719031.150912
  nChanged 461
		SP:Iteration 3F (100058.180000 sec): 3 clusters
  Score: Raw -722241.434149 + Penalty 2916.586264 = -719324.847885
  nChanged 438
		SP:Iteration 4F (100058.300000 sec): 3 clusters
  Score: Raw -722496.783358 + Penalty 2916.586264 = -719580.197094
  nChanged 358
		SP:Iteration 5Q (100058.430000 sec): 3 clusters
  Score: Raw -722698.922647 + Penalty 2916.586264 = -719782.336383
  nChanged 343
		SP:Iteration 6Q (100058.560000 sec): 3 clusters
  Score: Raw -722864.732392 + Penalty 2916.586264 = -719948.146128
  nChanged 286
		SP:Iteration 7Q (100058.700000 sec): 3 clusters
  Score: Raw -722998.452521 + Penalty 2916.586264 = -720081.866257
  nChanged 270
		SP:Iteration 8Q (100058.830000 sec): 3 clusters
  Score: Raw -723126.228190 + Penalty 2916.586264 = -720209.641926
  nChanged 253
		SP:Iteration 9Q (100058.960000 sec): 3 clusters
  Score: Raw -723242.049193 + Penalty 2916.586264 = -720325.462929
  nChanged 274
		SP:Iteration 10Q (100059.090000 sec): 3 clusters
  Score: Raw -723372.593592 + Penalty 2916.586264 = -720456.007328
  nChanged 259
		SP:Iteration 11Q (100059.210000 sec): 3 clusters
  Score: Raw -723494.176901 + Penalty 2916.586264 = -720577.590637
  nChanged 216
		SP:Iteration 12Q (100059.340000 sec): 3 clusters
  Score: Raw -723601.689979 + Penalty 2916.586264 = -720685.103715
  nChanged 218
		SP:Iteration 13Q (100059.460000 sec): 3 clusters
  Score: Raw -723703.335766 + Penalty 2916.586264 = -720786.749502
  nChanged 198
		SP:Iteration 14Q (100059.590000 sec): 3 clusters
  Score: Raw -723789.268340 + Penalty 2916.586264 = -720872.682076
  nChanged 171
		SP:Iteration 15Q (100059.720000 sec): 3 clusters
  Score: Raw -723862.234116 + Penalty 2916.586264 = -720945.647853
  nChanged 142
		SP:Iteration 16Q (100059.840000 sec): 3 clusters
  Score: Raw -723919.221227 + Penalty 2916.586264 = -721002.634964
  nChanged 134
		SP:Iteration 17Q (100059.970000 sec): 3 clusters
  Score: Raw -723969.098379 + Penalty 2916.586264 = -721052.512115
  nChanged 103
		SP:Iteration 18Q (100060.100000 sec): 3 clusters
  Score: Raw -724005.585715 + Penalty 2916.586264 = -721088.999451
  nChanged 93
		SP:Iteration 19Q (100060.220000 sec): 3 clusters
  Score: Raw -724038.589009 + Penalty 2916.586264 = -721122.002745
  nChanged 83
		SP:Iteration 20F (100060.350000 sec): 3 clusters
  Score: Raw -724063.441264 + Penalty 2916.586264 = -721146.855000
  nChanged 70
		SP:Iteration 21Q (100060.470000 sec): 3 clusters
  Score: Raw -724085.757442 + Penalty 2916.586264 = -721169.171178
  nChanged 58
		SP:Iteration 22Q (100060.600000 sec): 3 clusters
  Score: Raw -724106.487534 + Penalty 2916.586264 = -721189.901270
  nChanged 54
		SP:Iteration 23Q (100060.720000 sec): 3 clusters
  Score: Raw -724128.958579 + Penalty 2916.586264 = -721212.372316
  nChanged 62
		SP:Iteration 24Q (100060.850000 sec): 3 clusters
  Score: Raw -724154.475715 + Penalty 2916.586264 = -721237.889452
  nChanged 55
		SP:Iteration 25Q (100060.970000 sec): 3 clusters
  Score: Raw -724176.989468 + Penalty 2916.586264 = -721260.403204
  nChanged 59
		SP:Iteration 26Q (100061.100000 sec): 3 clusters
  Score: Raw -724195.480492 + Penalty 2916.586264 = -721278.894228
  nChanged 50
		SP:Iteration 27Q (100061.220000 sec): 3 clusters
  Score: Raw -724211.708965 + Penalty 2916.586264 = -721295.122701
  nChanged 58
		SP:Iteration 28Q (100061.340000 sec): 3 clusters
  Score: Raw -724227.899963 + Penalty 2916.586264 = -721311.313700
  nChanged 56
		SP:Iteration 29Q (100061.470000 sec): 3 clusters
  Score: Raw -724244.767789 + Penalty 2916.586264 = -721328.181525
  nChanged 48
		SP:Iteration 30Q (100061.590000 sec): 3 clusters
  Score: Raw -724263.430054 + Penalty 2916.586264 = -721346.843790
  nChanged 60
		SP:Iteration 31Q (100061.720000 sec): 3 clusters
  Score: Raw -724283.060092 + Penalty 2916.586264 = -721366.473828
  nChanged 50
		SP:Iteration 32Q (100061.840000 sec): 3 clusters
  Score: Raw -724299.344709 + Penalty 2916.586264 = -721382.758445
  nChanged 44
		SP:Iteration 33Q (100061.960000 sec): 3 clusters
  Score: Raw -724313.249591 + Penalty 2916.586264 = -721396.663327
  nChanged 39
		SP:Iteration 34Q (100062.080000 sec): 3 clusters
  Score: Raw -724325.927899 + Penalty 2916.586264 = -721409.341635
  nChanged 44
		SP:Iteration 35Q (100062.210000 sec): 3 clusters
  Score: Raw -724339.555506 + Penalty 2916.586264 = -721422.969242
  nChanged 32
		SP:Iteration 36Q (100062.330000 sec): 3 clusters
  Score: Raw -724348.002492 + Penalty 2916.586264 = -721431.416228
  nChanged 32
		SP:Iteration 37Q (100062.460000 sec): 3 clusters
  Score: Raw -724356.572770 + Penalty 2916.586264 = -721439.986506
  nChanged 30
		SP:Iteration 38Q (100062.580000 sec): 3 clusters
  Score: Raw -724363.396680 + Penalty 2916.586264 = -721446.810416
  nChanged 27
		SP:Iteration 39Q (100062.700000 sec): 3 clusters
  Score: Raw -724368.695116 + Penalty 2916.586264 = -721452.108852
  nChanged 21
		SP:Iteration 40F (100062.820000 sec): 3 clusters
  Score: Raw -724372.043506 + Penalty 2916.586264 = -721455.457243
  nChanged 20
		SP:Iteration 41Q (100062.950000 sec): 3 clusters
  Score: Raw -724375.085049 + Penalty 2916.586264 = -721458.498785
  nChanged 11
		SP:Iteration 42Q (100063.070000 sec): 3 clusters
  Score: Raw -724376.569330 + Penalty 2916.586264 = -721459.983066
  nChanged 10
		SP:Iteration 43Q (100063.190000 sec): 3 clusters
  Score: Raw -724378.164321 + Penalty 2916.586264 = -721461.578057
  nChanged 9
		SP:Iteration 44Q (100063.320000 sec): 3 clusters
  Score: Raw -724380.388566 + Penalty 2916.586264 = -721463.802303
  nChanged 10
		SP:Iteration 45Q (100063.440000 sec): 3 clusters
  Score: Raw -724381.810381 + Penalty 2916.586264 = -721465.224117
  nChanged 9
		SP:Iteration 46Q (100063.560000 sec): 3 clusters
  Score: Raw -724383.250936 + Penalty 2916.586264 = -721466.664672
  nChanged 6
		SP:Iteration 47Q (100063.690000 sec): 3 clusters
  Score: Raw -724384.110872 + Penalty 2916.586264 = -721467.524608
  nChanged 5
		SP:Iteration 48Q (100063.810000 sec): 3 clusters
  Score: Raw -724384.733865 + Penalty 2916.586264 = -721468.147601
  nChanged 5
		SP:Iteration 49Q (100063.930000 sec): 3 clusters
  Score: Raw -724385.639709 + Penalty 2916.586264 = -721469.053445
  nChanged 6
		SP:Iteration 50Q (100064.050000 sec): 3 clusters
  Score: Raw -724386.911376 + Penalty 2916.586264 = -721470.325112
  nChanged 3
		SP:Iteration 51Q (100064.180000 sec): 3 clusters
  Score: Raw -724387.166513 + Penalty 2916.586264 = -721470.580249
  nChanged 2
		SP:Iteration 52Q (100064.290000 sec): 3 clusters
  Score: Raw -724387.423477 + Penalty 2916.586264 = -721470.837213
  nChanged 3
		SP:Iteration 53Q (100064.420000 sec): 3 clusters
  Score: Raw -724387.646347 + Penalty 2916.586264 = -721471.060083
  nChanged 1
		SP:Iteration 54Q (100064.540000 sec): 3 clusters
  Score: Raw -724387.708159 + Penalty 2916.586264 = -721471.121895
  nChanged 0
		SP:Iteration 55F (100064.670000 sec): 3 clusters
  Score: Raw -724387.708159 + Penalty 2916.586264 = -721471.121895
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100064.750000 sec): 2 clusters
  Score: Raw -502584.955433 + Penalty 1391.507345 = -501193.448088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100064.860000 sec): 3 clusters
  Score: Raw -499910.851292 + Penalty 2783.014690 = -497127.836602
  nChanged 2082
		SP:Iteration 1F (100064.950000 sec): 3 clusters
  Score: Raw -501172.436177 + Penalty 2783.014690 = -498389.421487
  nChanged 421
		SP:Iteration 2F (100065.040000 sec): 3 clusters
  Score: Raw -501433.539463 + Penalty 2783.014690 = -498650.524773
  nChanged 324
		SP:Iteration 3F (100065.140000 sec): 3 clusters
  Score: Raw -501629.073957 + Penalty 2783.014690 = -498846.059267
  nChanged 261
		SP:Iteration 4Q (100065.240000 sec): 3 clusters
  Score: Raw -501805.841296 + Penalty 2783.014690 = -499022.826606
  nChanged 230
		SP:Iteration 5Q (100065.330000 sec): 3 clusters
  Score: Raw -501959.104287 + Penalty 2783.014690 = -499176.089597
  nChanged 203
		SP:Iteration 6Q (100065.430000 sec): 3 clusters
  Score: Raw -502100.335330 + Penalty 2783.014690 = -499317.320640
  nChanged 186
		SP:Iteration 7Q (100065.520000 sec): 3 clusters
  Score: Raw -502255.066308 + Penalty 2783.014690 = -499472.051618
  nChanged 187
		SP:Iteration 8Q (100065.620000 sec): 3 clusters
  Score: Raw -502404.764222 + Penalty 2783.014690 = -499621.749532
  nChanged 174
		SP:Iteration 9Q (100065.720000 sec): 3 clusters
  Score: Raw -502536.467924 + Penalty 2783.014690 = -499753.453234
  nChanged 140
		SP:Iteration 10Q (100065.810000 sec): 3 clusters
  Score: Raw -502642.833564 + Penalty 2783.014690 = -499859.818874
  nChanged 111
		SP:Iteration 11Q (100065.900000 sec): 3 clusters
  Score: Raw -502707.092417 + Penalty 2783.014690 = -499924.077727
  nChanged 85
		SP:Iteration 12Q (100066.000000 sec): 3 clusters
  Score: Raw -502758.511266 + Penalty 2783.014690 = -499975.496576
  nChanged 69
		SP:Iteration 13Q (100066.090000 sec): 3 clusters
  Score: Raw -502795.439509 + Penalty 2783.014690 = -500012.424819
  nChanged 69
		SP:Iteration 14Q (100066.190000 sec): 3 clusters
  Score: Raw -502827.392082 + Penalty 2783.014690 = -500044.377392
  nChanged 55
		SP:Iteration 15Q (100066.280000 sec): 3 clusters
  Score: Raw -502854.362020 + Penalty 2783.014690 = -500071.347330
  nChanged 44
		SP:Iteration 16Q (100066.370000 sec): 3 clusters
  Score: Raw -502880.745953 + Penalty 2783.014690 = -500097.731263
  nChanged 57
		SP:Iteration 17Q (100066.470000 sec): 3 clusters
  Score: Raw -502915.413203 + Penalty 2783.014690 = -500132.398513
  nChanged 55
		SP:Iteration 18Q (100066.560000 sec): 3 clusters
  Score: Raw -502949.314696 + Penalty 2783.014690 = -500166.300006
  nChanged 49
		SP:Iteration 19Q (100066.650000 sec): 3 clusters
  Score: Raw -502971.150909 + Penalty 2783.014690 = -500188.136219
  nChanged 39
		SP:Iteration 20F (100066.750000 sec): 3 clusters
  Score: Raw -502986.341017 + Penalty 2783.014690 = -500203.326327
  nChanged 36
		SP:Iteration 21Q (100066.840000 sec): 3 clusters
  Score: Raw -503007.451671 + Penalty 2783.014690 = -500224.436981
  nChanged 31
		SP:Iteration 22Q (100066.930000 sec): 3 clusters
  Score: Raw -503022.217141 + Penalty 2783.014690 = -500239.202451
  nChanged 32
		SP:Iteration 23Q (100067.020000 sec): 3 clusters
  Score: Raw -503039.616920 + Penalty 2783.014690 = -500256.602230
  nChanged 35
		SP:Iteration 24Q (100067.120000 sec): 3 clusters
  Score: Raw -503061.295142 + Penalty 2783.014690 = -500278.280452
  nChanged 40
		SP:Iteration 25Q (100067.210000 sec): 3 clusters
  Score: Raw -503083.284406 + Penalty 2783.014690 = -500300.269716
  nChanged 38
		SP:Iteration 26Q (100067.300000 sec): 3 clusters
  Score: Raw -503099.432263 + Penalty 2783.014690 = -500316.417573
  nChanged 26
		SP:Iteration 27Q (100067.390000 sec): 3 clusters
  Score: Raw -503107.895638 + Penalty 2783.014690 = -500324.880948
  nChanged 17
		SP:Iteration 28Q (100067.480000 sec): 3 clusters
  Score: Raw -503115.085534 + Penalty 2783.014690 = -500332.070844
  nChanged 19
		SP:Iteration 29Q (100067.580000 sec): 3 clusters
  Score: Raw -503122.184207 + Penalty 2783.014690 = -500339.169517
  nChanged 14
		SP:Iteration 30Q (100067.670000 sec): 3 clusters
  Score: Raw -503127.690321 + Penalty 2783.014690 = -500344.675631
  nChanged 15
		SP:Iteration 31Q (100067.760000 sec): 3 clusters
  Score: Raw -503137.719655 + Penalty 2783.014690 = -500354.704965
  nChanged 14
		SP:Iteration 32Q (100067.850000 sec): 3 clusters
  Score: Raw -503145.641518 + Penalty 2783.014690 = -500362.626828
  nChanged 9
		SP:Iteration 33Q (100067.940000 sec): 3 clusters
  Score: Raw -503148.129909 + Penalty 2783.014690 = -500365.115219
  nChanged 6
		SP:Iteration 34Q (100068.040000 sec): 3 clusters
  Score: Raw -503150.087442 + Penalty 2783.014690 = -500367.072752
  nChanged 8
		SP:Iteration 35Q (100068.130000 sec): 3 clusters
  Score: Raw -503152.018666 + Penalty 2783.014690 = -500369.003975
  nChanged 8
		SP:Iteration 36Q (100068.220000 sec): 3 clusters
  Score: Raw -503154.247176 + Penalty 2783.014690 = -500371.232485
  nChanged 4
		SP:Iteration 37Q (100068.310000 sec): 3 clusters
  Score: Raw -503155.449816 + Penalty 2783.014690 = -500372.435126
  nChanged 4
		SP:Iteration 38Q (100068.400000 sec): 3 clusters
  Score: Raw -503157.382309 + Penalty 2783.014690 = -500374.367619
  nChanged 10
		SP:Iteration 39Q (100068.490000 sec): 3 clusters
  Score: Raw -503162.693923 + Penalty 2783.014690 = -500379.679233
  nChanged 7
		SP:Iteration 40F (100068.580000 sec): 3 clusters
  Score: Raw -503165.984741 + Penalty 2783.014690 = -500382.970051
  nChanged 4
		SP:Iteration 41Q (100068.680000 sec): 3 clusters
  Score: Raw -503169.151018 + Penalty 2783.014690 = -500386.136328
  nChanged 6
		SP:Iteration 42Q (100068.770000 sec): 3 clusters
  Score: Raw -503172.039119 + Penalty 2783.014690 = -500389.024429
  nChanged 6
		SP:Iteration 43Q (100068.860000 sec): 3 clusters
  Score: Raw -503175.154210 + Penalty 2783.014690 = -500392.139520
  nChanged 8
		SP:Iteration 44Q (100068.950000 sec): 3 clusters
  Score: Raw -503179.238785 + Penalty 2783.014690 = -500396.224095
  nChanged 5
		SP:Iteration 45Q (100069.040000 sec): 3 clusters
  Score: Raw -503181.302459 + Penalty 2783.014690 = -500398.287769
  nChanged 5
		SP:Iteration 46Q (100069.130000 sec): 3 clusters
  Score: Raw -503182.348282 + Penalty 2783.014690 = -500399.333592
  nChanged 4
		SP:Iteration 47Q (100069.220000 sec): 3 clusters
  Score: Raw -503183.314394 + Penalty 2783.014690 = -500400.299704
  nChanged 4
		SP:Iteration 48Q (100069.320000 sec): 3 clusters
  Score: Raw -503185.663216 + Penalty 2783.014690 = -500402.648526
  nChanged 3
		SP:Iteration 49Q (100069.410000 sec): 3 clusters
  Score: Raw -503187.057047 + Penalty 2783.014690 = -500404.042357
  nChanged 1
		SP:Iteration 50Q (100069.500000 sec): 3 clusters
  Score: Raw -503187.285063 + Penalty 2783.014690 = -500404.270373
  nChanged 3
		SP:Iteration 51Q (100069.590000 sec): 3 clusters
  Score: Raw -503188.427067 + Penalty 2783.014690 = -500405.412377
  nChanged 4
		SP:Iteration 52Q (100069.680000 sec): 3 clusters
  Score: Raw -503190.484733 + Penalty 2783.014690 = -500407.470043
  nChanged 4
		SP:Iteration 53Q (100069.770000 sec): 3 clusters
  Score: Raw -503191.679148 + Penalty 2783.014690 = -500408.664458
  nChanged 3
		SP:Iteration 54Q (100069.860000 sec): 3 clusters
  Score: Raw -503192.591848 + Penalty 2783.014690 = -500409.577158
  nChanged 7
		SP:Iteration 55Q (100069.960000 sec): 3 clusters
  Score: Raw -503195.491827 + Penalty 2783.014690 = -500412.477137
  nChanged 4
		SP:Iteration 56Q (100070.050000 sec): 3 clusters
  Score: Raw -503196.595210 + Penalty 2783.014690 = -500413.580519
  nChanged 2
		SP:Iteration 57Q (100070.140000 sec): 3 clusters
  Score: Raw -503197.087118 + Penalty 2783.014690 = -500414.072428
  nChanged 2
		SP:Iteration 58Q (100070.230000 sec): 3 clusters
  Score: Raw -503197.716304 + Penalty 2783.014690 = -500414.701614
  nChanged 0
		SP:Iteration 59F (100070.320000 sec): 3 clusters
  Score: Raw -503197.716304 + Penalty 2783.014690 = -500414.701614
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100070.390000 sec): 2 clusters
  Score: Raw -112889.802432 + Penalty 1150.093434 = -111739.708998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100070.410000 sec): 3 clusters
  Score: Raw -112452.588974 + Penalty 2300.186867 = -110152.402106
  nChanged 353
		SP:Iteration 1F (100070.440000 sec): 3 clusters
  Score: Raw -112751.681163 + Penalty 2300.186867 = -110451.494296
  nChanged 103
		SP:Iteration 2F (100070.460000 sec): 3 clusters
  Score: Raw -112864.227011 + Penalty 2300.186867 = -110564.040143
  nChanged 54
		SP:Iteration 3Q (100070.480000 sec): 3 clusters
  Score: Raw -112921.417130 + Penalty 2300.186867 = -110621.230263
  nChanged 47
		SP:Iteration 4Q (100070.510000 sec): 3 clusters
  Score: Raw -112957.845445 + Penalty 2300.186867 = -110657.658578
  nChanged 31
		SP:Iteration 5Q (100070.530000 sec): 3 clusters
  Score: Raw -112980.358319 + Penalty 2300.186867 = -110680.171451
  nChanged 12
		SP:Iteration 6Q (100070.550000 sec): 3 clusters
  Score: Raw -112988.398721 + Penalty 2300.186867 = -110688.211854
  nChanged 15
		SP:Iteration 7Q (100070.580000 sec): 3 clusters
  Score: Raw -113004.682287 + Penalty 2300.186867 = -110704.495420
  nChanged 15
		SP:Iteration 8Q (100070.600000 sec): 3 clusters
  Score: Raw -113020.735696 + Penalty 2300.186867 = -110720.548829
  nChanged 14
		SP:Iteration 9Q (100070.630000 sec): 3 clusters
  Score: Raw -113034.123378 + Penalty 2300.186867 = -110733.936510
  nChanged 6
		SP:Iteration 10Q (100070.650000 sec): 3 clusters
  Score: Raw -113037.706233 + Penalty 2300.186867 = -110737.519366
  nChanged 4
		SP:Iteration 11Q (100070.670000 sec): 3 clusters
  Score: Raw -113039.359875 + Penalty 2300.186867 = -110739.173007
  nChanged 3
		SP:Iteration 12Q (100070.690000 sec): 3 clusters
  Score: Raw -113041.825609 + Penalty 2300.186867 = -110741.638742
  nChanged 1
		SP:Iteration 13Q (100070.720000 sec): 3 clusters
  Score: Raw -113042.459879 + Penalty 2300.186867 = -110742.273012
  nChanged 1
		SP:Iteration 14Q (100070.740000 sec): 3 clusters
  Score: Raw -113043.890994 + Penalty 2300.186867 = -110743.704126
  nChanged 0
		SP:Iteration 15F (100070.770000 sec): 3 clusters
  Score: Raw -113043.890994 + Penalty 2300.186867 = -110743.704126
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100070.830000 sec): 2 clusters
  Score: Raw -254217.481895 + Penalty 1261.490963 = -252955.990932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100070.880000 sec): 3 clusters
  Score: Raw -253177.418041 + Penalty 2522.981925 = -250654.436115
  nChanged 884
		SP:Iteration 1F (100070.920000 sec): 3 clusters
  Score: Raw -253770.036025 + Penalty 2522.981925 = -251247.054099
  nChanged 202
		SP:Iteration 2F (100070.970000 sec): 3 clusters
  Score: Raw -253943.608723 + Penalty 2522.981925 = -251420.626798
  nChanged 156
		SP:Iteration 3F (100071.010000 sec): 3 clusters
  Score: Raw -254087.475242 + Penalty 2522.981925 = -251564.493317
  nChanged 124
		SP:Iteration 4F (100071.050000 sec): 3 clusters
  Score: Raw -254205.138381 + Penalty 2522.981925 = -251682.156455
  nChanged 110
		SP:Iteration 5Q (100071.100000 sec): 3 clusters
  Score: Raw -254297.921687 + Penalty 2522.981925 = -251774.939761
  nChanged 79
		SP:Iteration 6Q (100071.150000 sec): 3 clusters
  Score: Raw -254360.916237 + Penalty 2522.981925 = -251837.934312
  nChanged 58
		SP:Iteration 7Q (100071.190000 sec): 3 clusters
  Score: Raw -254407.464804 + Penalty 2522.981925 = -251884.482878
  nChanged 44
		SP:Iteration 8Q (100071.230000 sec): 3 clusters
  Score: Raw -254441.318851 + Penalty 2522.981925 = -251918.336926
  nChanged 40
		SP:Iteration 9Q (100071.280000 sec): 3 clusters
  Score: Raw -254473.145729 + Penalty 2522.981925 = -251950.163804
  nChanged 35
		SP:Iteration 10Q (100071.320000 sec): 3 clusters
  Score: Raw -254495.043680 + Penalty 2522.981925 = -251972.061755
  nChanged 21
		SP:Iteration 11Q (100071.370000 sec): 3 clusters
  Score: Raw -254510.672616 + Penalty 2522.981925 = -251987.690690
  nChanged 16
		SP:Iteration 12Q (100071.410000 sec): 3 clusters
  Score: Raw -254523.776802 + Penalty 2522.981925 = -252000.794876
  nChanged 15
		SP:Iteration 13Q (100071.460000 sec): 3 clusters
  Score: Raw -254533.772848 + Penalty 2522.981925 = -252010.790923
  nChanged 6
		SP:Iteration 14Q (100071.500000 sec): 3 clusters
  Score: Raw -254537.771698 + Penalty 2522.981925 = -252014.789772
  nChanged 5
		SP:Iteration 15Q (100071.550000 sec): 3 clusters
  Score: Raw -254541.594007 + Penalty 2522.981925 = -252018.612081
  nChanged 8
		SP:Iteration 16Q (100071.590000 sec): 3 clusters
  Score: Raw -254547.580184 + Penalty 2522.981925 = -252024.598259
  nChanged 5
		SP:Iteration 17Q (100071.640000 sec): 3 clusters
  Score: Raw -254550.201779 + Penalty 2522.981925 = -252027.219854
  nChanged 2
		SP:Iteration 18Q (100071.680000 sec): 3 clusters
  Score: Raw -254551.803493 + Penalty 2522.981925 = -252028.821567
  nChanged 2
		SP:Iteration 19Q (100071.730000 sec): 3 clusters
  Score: Raw -254553.346026 + Penalty 2522.981925 = -252030.364101
  nChanged 2
		SP:Iteration 20F (100071.770000 sec): 3 clusters
  Score: Raw -254554.910708 + Penalty 2522.981925 = -252031.928782
  nChanged 2
		SP:Iteration 21Q (100071.810000 sec): 3 clusters
  Score: Raw -254556.430609 + Penalty 2522.981925 = -252033.448683
  nChanged 1
		SP:Iteration 22Q (100071.860000 sec): 3 clusters
  Score: Raw -254556.977406 + Penalty 2522.981925 = -252033.995480
  nChanged 4
		SP:Iteration 23Q (100071.910000 sec): 3 clusters
  Score: Raw -254560.093005 + Penalty 2522.981925 = -252037.111080
  nChanged 2
		SP:Iteration 24Q (100071.950000 sec): 3 clusters
  Score: Raw -254561.505231 + Penalty 2522.981925 = -252038.523305
  nChanged 1
		SP:Iteration 25Q (100071.990000 sec): 3 clusters
  Score: Raw -254561.713840 + Penalty 2522.981925 = -252038.731914
  nChanged 0
		SP:Iteration 26F (100072.040000 sec): 3 clusters
  Score: Raw -254561.713840 + Penalty 2522.981925 = -252038.731914
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100072.110000 sec): 2 clusters
  Score: Raw -246552.569361 + Penalty 1279.026059 = -245273.543301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100072.160000 sec): 3 clusters
  Score: Raw -245338.958611 + Penalty 2558.052119 = -242780.906493
  nChanged 982
		SP:Iteration 1F (100072.210000 sec): 3 clusters
  Score: Raw -245931.746846 + Penalty 2558.052119 = -243373.694727
  nChanged 209
		SP:Iteration 2F (100072.260000 sec): 3 clusters
  Score: Raw -246058.335114 + Penalty 2558.052119 = -243500.282995
  nChanged 92
		SP:Iteration 3Q (100072.310000 sec): 3 clusters
  Score: Raw -246110.563185 + Penalty 2558.052119 = -243552.511066
  nChanged 73
		SP:Iteration 4Q (100072.360000 sec): 3 clusters
  Score: Raw -246152.470963 + Penalty 2558.052119 = -243594.418844
  nChanged 61
		SP:Iteration 5Q (100072.410000 sec): 3 clusters
  Score: Raw -246182.468836 + Penalty 2558.052119 = -243624.416717
  nChanged 47
		SP:Iteration 6Q (100072.460000 sec): 3 clusters
  Score: Raw -246204.935073 + Penalty 2558.052119 = -243646.882954
  nChanged 35
		SP:Iteration 7Q (100072.520000 sec): 3 clusters
  Score: Raw -246220.267065 + Penalty 2558.052119 = -243662.214947
  nChanged 28
		SP:Iteration 8Q (100072.570000 sec): 3 clusters
  Score: Raw -246230.477514 + Penalty 2558.052119 = -243672.425395
  nChanged 25
		SP:Iteration 9Q (100072.620000 sec): 3 clusters
  Score: Raw -246240.160630 + Penalty 2558.052119 = -243682.108511
  nChanged 24
		SP:Iteration 10Q (100072.670000 sec): 3 clusters
  Score: Raw -246250.255377 + Penalty 2558.052119 = -243692.203258
  nChanged 11
		SP:Iteration 11Q (100072.730000 sec): 3 clusters
  Score: Raw -246252.994787 + Penalty 2558.052119 = -243694.942668
  nChanged 10
		SP:Iteration 12Q (100072.780000 sec): 3 clusters
  Score: Raw -246255.332782 + Penalty 2558.052119 = -243697.280663
  nChanged 9
		SP:Iteration 13Q (100072.830000 sec): 3 clusters
  Score: Raw -246259.892176 + Penalty 2558.052119 = -243701.840057
  nChanged 20
		SP:Iteration 14Q (100072.880000 sec): 3 clusters
  Score: Raw -246267.952639 + Penalty 2558.052119 = -243709.900520
  nChanged 18
		SP:Iteration 15Q (100072.930000 sec): 3 clusters
  Score: Raw -246273.234301 + Penalty 2558.052119 = -243715.182183
  nChanged 11
		SP:Iteration 16Q (100072.990000 sec): 3 clusters
  Score: Raw -246276.007246 + Penalty 2558.052119 = -243717.955127
  nChanged 9
		SP:Iteration 17Q (100073.040000 sec): 3 clusters
  Score: Raw -246280.751220 + Penalty 2558.052119 = -243722.699101
  nChanged 13
		SP:Iteration 18Q (100073.090000 sec): 3 clusters
  Score: Raw -246286.662653 + Penalty 2558.052119 = -243728.610534
  nChanged 18
		SP:Iteration 19Q (100073.140000 sec): 3 clusters
  Score: Raw -246291.696325 + Penalty 2558.052119 = -243733.644206
  nChanged 15
		SP:Iteration 20F (100073.190000 sec): 3 clusters
  Score: Raw -246297.840132 + Penalty 2558.052119 = -243739.788013
  nChanged 11
		SP:Iteration 21Q (100073.240000 sec): 3 clusters
  Score: Raw -246303.461341 + Penalty 2558.052119 = -243745.409222
  nChanged 14
		SP:Iteration 22Q (100073.290000 sec): 3 clusters
  Score: Raw -246309.304590 + Penalty 2558.052119 = -243751.252471
  nChanged 14
		SP:Iteration 23Q (100073.350000 sec): 3 clusters
  Score: Raw -246316.842314 + Penalty 2558.052119 = -243758.790195
  nChanged 15
		SP:Iteration 24Q (100073.400000 sec): 3 clusters
  Score: Raw -246323.066694 + Penalty 2558.052119 = -243765.014575
  nChanged 13
		SP:Iteration 25Q (100073.450000 sec): 3 clusters
  Score: Raw -246330.582234 + Penalty 2558.052119 = -243772.530115
  nChanged 15
		SP:Iteration 26Q (100073.500000 sec): 3 clusters
  Score: Raw -246336.288944 + Penalty 2558.052119 = -243778.236825
  nChanged 16
		SP:Iteration 27Q (100073.550000 sec): 3 clusters
  Score: Raw -246341.981549 + Penalty 2558.052119 = -243783.929430
  nChanged 17
		SP:Iteration 28Q (100073.600000 sec): 3 clusters
  Score: Raw -246349.368606 + Penalty 2558.052119 = -243791.316487
  nChanged 13
		SP:Iteration 29Q (100073.650000 sec): 3 clusters
  Score: Raw -246354.890229 + Penalty 2558.052119 = -243796.838110
  nChanged 12
		SP:Iteration 30Q (100073.710000 sec): 3 clusters
  Score: Raw -246357.936554 + Penalty 2558.052119 = -243799.884435
  nChanged 5
		SP:Iteration 31Q (100073.760000 sec): 3 clusters
  Score: Raw -246360.539670 + Penalty 2558.052119 = -243802.487551
  nChanged 8
		SP:Iteration 32Q (100073.810000 sec): 3 clusters
  Score: Raw -246362.291742 + Penalty 2558.052119 = -243804.239623
  nChanged 4
		SP:Iteration 33Q (100073.860000 sec): 3 clusters
  Score: Raw -246363.563083 + Penalty 2558.052119 = -243805.510964
  nChanged 5
		SP:Iteration 34Q (100073.910000 sec): 3 clusters
  Score: Raw -246365.148846 + Penalty 2558.052119 = -243807.096727
  nChanged 4
		SP:Iteration 35Q (100073.960000 sec): 3 clusters
  Score: Raw -246366.109935 + Penalty 2558.052119 = -243808.057816
  nChanged 1
		SP:Iteration 36Q (100074.010000 sec): 3 clusters
  Score: Raw -246366.343376 + Penalty 2558.052119 = -243808.291257
  nChanged 1
		SP:Iteration 37Q (100074.070000 sec): 3 clusters
  Score: Raw -246366.544591 + Penalty 2558.052119 = -243808.492472
  nChanged 1
		SP:Iteration 38Q (100074.120000 sec): 3 clusters
  Score: Raw -246366.623654 + Penalty 2558.052119 = -243808.571535
  nChanged 0
		SP:Iteration 39F (100074.170000 sec): 3 clusters
  Score: Raw -246366.623654 + Penalty 2558.052119 = -243808.571535
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (4678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100074.250000 sec): 2 clusters
  Score: Raw -442297.399503 + Penalty 1373.226716 = -440924.172787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100074.350000 sec): 3 clusters
  Score: Raw -439980.325066 + Penalty 2746.453433 = -437233.871634
  nChanged 1816
		SP:Iteration 1F (100074.440000 sec): 3 clusters
  Score: Raw -441043.952240 + Penalty 2746.453433 = -438297.498807
  nChanged 347
		SP:Iteration 2F (100074.530000 sec): 3 clusters
  Score: Raw -441258.327971 + Penalty 2746.453433 = -438511.874538
  nChanged 249
		SP:Iteration 3F (100074.620000 sec): 3 clusters
  Score: Raw -441399.272998 + Penalty 2746.453433 = -438652.819565
  nChanged 203
		SP:Iteration 4Q (100074.710000 sec): 3 clusters
  Score: Raw -441518.667621 + Penalty 2746.453433 = -438772.214189
  nChanged 190
		SP:Iteration 5Q (100074.790000 sec): 3 clusters
  Score: Raw -441611.764479 + Penalty 2746.453433 = -438865.311047
  nChanged 154
		SP:Iteration 6Q (100074.890000 sec): 3 clusters
  Score: Raw -441689.868135 + Penalty 2746.453433 = -438943.414703
  nChanged 146
		SP:Iteration 7Q (100074.980000 sec): 3 clusters
  Score: Raw -441763.454087 + Penalty 2746.453433 = -439017.000654
  nChanged 137
		SP:Iteration 8Q (100075.070000 sec): 3 clusters
  Score: Raw -441837.596557 + Penalty 2746.453433 = -439091.143125
  nChanged 135
		SP:Iteration 9Q (100075.160000 sec): 3 clusters
  Score: Raw -441907.562651 + Penalty 2746.453433 = -439161.109218
  nChanged 100
		SP:Iteration 10Q (100075.250000 sec): 3 clusters
  Score: Raw -441954.891329 + Penalty 2746.453433 = -439208.437897
  nChanged 101
		SP:Iteration 11Q (100075.340000 sec): 3 clusters
  Score: Raw -441997.656394 + Penalty 2746.453433 = -439251.202961
  nChanged 89
		SP:Iteration 12Q (100075.430000 sec): 3 clusters
  Score: Raw -442037.657851 + Penalty 2746.453433 = -439291.204418
  nChanged 83
		SP:Iteration 13Q (100075.510000 sec): 3 clusters
  Score: Raw -442075.531042 + Penalty 2746.453433 = -439329.077609
  nChanged 85
		SP:Iteration 14Q (100075.610000 sec): 3 clusters
  Score: Raw -442113.488653 + Penalty 2746.453433 = -439367.035220
  nChanged 68
		SP:Iteration 15Q (100075.690000 sec): 3 clusters
  Score: Raw -442147.143469 + Penalty 2746.453433 = -439400.690037
  nChanged 74
		SP:Iteration 16Q (100075.780000 sec): 3 clusters
  Score: Raw -442178.326065 + Penalty 2746.453433 = -439431.872632
  nChanged 60
		SP:Iteration 17Q (100075.870000 sec): 3 clusters
  Score: Raw -442198.609121 + Penalty 2746.453433 = -439452.155689
  nChanged 41
		SP:Iteration 18Q (100075.960000 sec): 3 clusters
  Score: Raw -442215.729365 + Penalty 2746.453433 = -439469.275933
  nChanged 37
		SP:Iteration 19Q (100076.050000 sec): 3 clusters
  Score: Raw -442227.740316 + Penalty 2746.453433 = -439481.286883
  nChanged 39
		SP:Iteration 20F (100076.130000 sec): 3 clusters
  Score: Raw -442240.773353 + Penalty 2746.453433 = -439494.319920
  nChanged 32
		SP:Iteration 21Q (100076.230000 sec): 3 clusters
  Score: Raw -442249.989183 + Penalty 2746.453433 = -439503.535750
  nChanged 26
		SP:Iteration 22Q (100076.310000 sec): 3 clusters
  Score: Raw -442259.051354 + Penalty 2746.453433 = -439512.597921
  nChanged 32
		SP:Iteration 23Q (100076.400000 sec): 3 clusters
  Score: Raw -442269.745304 + Penalty 2746.453433 = -439523.291871
  nChanged 27
		SP:Iteration 24Q (100076.490000 sec): 3 clusters
  Score: Raw -442277.380086 + Penalty 2746.453433 = -439530.926654
  nChanged 25
		SP:Iteration 25Q (100076.580000 sec): 3 clusters
  Score: Raw -442285.879280 + Penalty 2746.453433 = -439539.425847
  nChanged 21
		SP:Iteration 26Q (100076.670000 sec): 3 clusters
  Score: Raw -442292.792185 + Penalty 2746.453433 = -439546.338752
  nChanged 15
		SP:Iteration 27Q (100076.750000 sec): 3 clusters
  Score: Raw -442296.611604 + Penalty 2746.453433 = -439550.158171
  nChanged 13
		SP:Iteration 28Q (100076.840000 sec): 3 clusters
  Score: Raw -442300.573286 + Penalty 2746.453433 = -439554.119853
  nChanged 11
		SP:Iteration 29Q (100076.930000 sec): 3 clusters
  Score: Raw -442303.104988 + Penalty 2746.453433 = -439556.651555
  nChanged 6
		SP:Iteration 30Q (100077.020000 sec): 3 clusters
  Score: Raw -442304.056701 + Penalty 2746.453433 = -439557.603268
  nChanged 7
		SP:Iteration 31Q (100077.110000 sec): 3 clusters
  Score: Raw -442305.902262 + Penalty 2746.453433 = -439559.448829
  nChanged 5
		SP:Iteration 32Q (100077.190000 sec): 3 clusters
  Score: Raw -442306.994481 + Penalty 2746.453433 = -439560.541049
  nChanged 6
		SP:Iteration 33Q (100077.280000 sec): 3 clusters
  Score: Raw -442308.639300 + Penalty 2746.453433 = -439562.185867
  nChanged 7
		SP:Iteration 34Q (100077.370000 sec): 3 clusters
  Score: Raw -442310.088509 + Penalty 2746.453433 = -439563.635076
  nChanged 7
		SP:Iteration 35Q (100077.460000 sec): 3 clusters
  Score: Raw -442311.489573 + Penalty 2746.453433 = -439565.036140
  nChanged 5
		SP:Iteration 36Q (100077.550000 sec): 3 clusters
  Score: Raw -442312.771469 + Penalty 2746.453433 = -439566.318036
  nChanged 6
		SP:Iteration 37Q (100077.640000 sec): 3 clusters
  Score: Raw -442314.620096 + Penalty 2746.453433 = -439568.166663
  nChanged 4
		SP:Iteration 38Q (100077.730000 sec): 3 clusters
  Score: Raw -442315.235329 + Penalty 2746.453433 = -439568.781896
  nChanged 5
		SP:Iteration 39Q (100077.810000 sec): 3 clusters
  Score: Raw -442316.038365 + Penalty 2746.453433 = -439569.584933
  nChanged 4
		SP:Iteration 40F (100077.900000 sec): 3 clusters
  Score: Raw -442316.944778 + Penalty 2746.453433 = -439570.491345
  nChanged 2
		SP:Iteration 41Q (100077.990000 sec): 3 clusters
  Score: Raw -442317.399319 + Penalty 2746.453433 = -439570.945886
  nChanged 2
		SP:Iteration 42Q (100078.080000 sec): 3 clusters
  Score: Raw -442317.706606 + Penalty 2746.453433 = -439571.253173
  nChanged 1
		SP:Iteration 43Q (100078.170000 sec): 3 clusters
  Score: Raw -442317.736851 + Penalty 2746.453433 = -439571.283418
  nChanged 1
		SP:Iteration 44Q (100078.250000 sec): 3 clusters
  Score: Raw -442318.030568 + Penalty 2746.453433 = -439571.577136
  nChanged 1
		SP:Iteration 45Q (100078.340000 sec): 3 clusters
  Score: Raw -442318.098403 + Penalty 2746.453433 = -439571.644970
  nChanged 0
		SP:Iteration 46F (100078.430000 sec): 3 clusters
  Score: Raw -442318.098403 + Penalty 2746.453433 = -439571.644970
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100078.490000 sec): 2 clusters
  Score: Raw -74583.658309 + Penalty 1104.120319 = -73479.537989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100078.510000 sec): 3 clusters
  Score: Raw -74364.929831 + Penalty 2208.240639 = -72156.689192
  nChanged 278
		SP:Iteration 1F (100078.520000 sec): 3 clusters
  Score: Raw -74748.310180 + Penalty 2208.240639 = -72540.069542
  nChanged 92
		SP:Iteration 2F (100078.540000 sec): 3 clusters
  Score: Raw -74882.098490 + Penalty 2208.240639 = -72673.857851
  nChanged 47
		SP:Iteration 3F (100078.560000 sec): 3 clusters
  Score: Raw -74962.216223 + Penalty 2208.240639 = -72753.975584
  nChanged 33
		SP:Iteration 4Q (100078.580000 sec): 3 clusters
  Score: Raw -75034.647341 + Penalty 2208.240639 = -72826.406702
  nChanged 35
		SP:Iteration 5Q (100078.590000 sec): 3 clusters
  Score: Raw -75110.149834 + Penalty 2208.240639 = -72901.909196
  nChanged 39
		SP:Iteration 6Q (100078.610000 sec): 3 clusters
  Score: Raw -75173.900232 + Penalty 2208.240639 = -72965.659593
  nChanged 24
		SP:Iteration 7Q (100078.630000 sec): 3 clusters
  Score: Raw -75206.211956 + Penalty 2208.240639 = -72997.971317
  nChanged 11
		SP:Iteration 8Q (100078.650000 sec): 3 clusters
  Score: Raw -75227.670462 + Penalty 2208.240639 = -73019.429823
  nChanged 12
		SP:Iteration 9Q (100078.660000 sec): 3 clusters
  Score: Raw -75243.722468 + Penalty 2208.240639 = -73035.481829
  nChanged 10
		SP:Iteration 10Q (100078.680000 sec): 3 clusters
  Score: Raw -75257.667304 + Penalty 2208.240639 = -73049.426666
  nChanged 10
		SP:Iteration 11Q (100078.700000 sec): 3 clusters
  Score: Raw -75269.289441 + Penalty 2208.240639 = -73061.048802
  nChanged 4
		SP:Iteration 12Q (100078.710000 sec): 3 clusters
  Score: Raw -75273.550889 + Penalty 2208.240639 = -73065.310250
  nChanged 1
		SP:Iteration 13Q (100078.730000 sec): 3 clusters
  Score: Raw -75273.844969 + Penalty 2208.240639 = -73065.604330
  nChanged 0
		SP:Iteration 14F (100078.750000 sec): 3 clusters
  Score: Raw -75273.844969 + Penalty 2208.240639 = -73065.604330
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (11643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100078.900000 sec): 2 clusters
  Score: Raw -1220865.691638 + Penalty 1521.399818 = -1219344.291820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100079.090000 sec): 3 clusters
  Score: Raw -1214127.693548 + Penalty 3042.799637 = -1211084.893912
  nChanged 5099
		SP:Iteration 1F (100079.260000 sec): 3 clusters
  Score: Raw -1216993.326414 + Penalty 3042.799637 = -1213950.526777
  nChanged 678
		SP:Iteration 2F (100079.430000 sec): 3 clusters
  Score: Raw -1217381.357792 + Penalty 3042.799637 = -1214338.558155
  nChanged 654
		SP:Iteration 3F (100079.600000 sec): 3 clusters
  Score: Raw -1217762.826420 + Penalty 3042.799637 = -1214720.026784
  nChanged 611
		SP:Iteration 4F (100079.770000 sec): 3 clusters
  Score: Raw -1218109.817097 + Penalty 3042.799637 = -1215067.017460
  nChanged 575
		SP:Iteration 5Q (100079.950000 sec): 3 clusters
  Score: Raw -1218450.774539 + Penalty 3042.799637 = -1215407.974902
  nChanged 508
		SP:Iteration 6Q (100080.120000 sec): 3 clusters
  Score: Raw -1218765.890391 + Penalty 3042.799637 = -1215723.090755
  nChanged 517
		SP:Iteration 7Q (100080.290000 sec): 3 clusters
  Score: Raw -1219132.583872 + Penalty 3042.799637 = -1216089.784236
  nChanged 485
		SP:Iteration 8Q (100080.490000 sec): 3 clusters
  Score: Raw -1219445.710889 + Penalty 3042.799637 = -1216402.911252
  nChanged 424
		SP:Iteration 9Q (100080.660000 sec): 3 clusters
  Score: Raw -1219701.204081 + Penalty 3042.799637 = -1216658.404444
  nChanged 408
		SP:Iteration 10Q (100080.830000 sec): 3 clusters
  Score: Raw -1219936.915434 + Penalty 3042.799637 = -1216894.115798
  nChanged 326
		SP:Iteration 11Q (100081.000000 sec): 3 clusters
  Score: Raw -1220123.690298 + Penalty 3042.799637 = -1217080.890662
  nChanged 291
		SP:Iteration 12Q (100081.160000 sec): 3 clusters
  Score: Raw -1220295.602075 + Penalty 3042.799637 = -1217252.802439
  nChanged 264
		SP:Iteration 13Q (100081.330000 sec): 3 clusters
  Score: Raw -1220461.173871 + Penalty 3042.799637 = -1217418.374235
  nChanged 208
		SP:Iteration 14Q (100081.490000 sec): 3 clusters
  Score: Raw -1220586.519913 + Penalty 3042.799637 = -1217543.720276
  nChanged 162
		SP:Iteration 15Q (100081.670000 sec): 3 clusters
  Score: Raw -1220689.975695 + Penalty 3042.799637 = -1217647.176058
  nChanged 134
		SP:Iteration 16Q (100081.830000 sec): 3 clusters
  Score: Raw -1220766.487321 + Penalty 3042.799637 = -1217723.687684
  nChanged 109
		SP:Iteration 17Q (100082.010000 sec): 3 clusters
  Score: Raw -1220831.828109 + Penalty 3042.799637 = -1217789.028473
  nChanged 84
		SP:Iteration 18Q (100082.170000 sec): 3 clusters
  Score: Raw -1220882.019465 + Penalty 3042.799637 = -1217839.219828
  nChanged 64
		SP:Iteration 19Q (100082.360000 sec): 3 clusters
  Score: Raw -1220916.071544 + Penalty 3042.799637 = -1217873.271908
  nChanged 47
		SP:Iteration 20F (100082.530000 sec): 3 clusters
  Score: Raw -1220941.773450 + Penalty 3042.799637 = -1217898.973814
  nChanged 31
		SP:Iteration 21Q (100082.690000 sec): 3 clusters
  Score: Raw -1220957.456244 + Penalty 3042.799637 = -1217914.656607
  nChanged 29
		SP:Iteration 22Q (100082.850000 sec): 3 clusters
  Score: Raw -1220970.989156 + Penalty 3042.799637 = -1217928.189520
  nChanged 31
		SP:Iteration 23Q (100083.030000 sec): 3 clusters
  Score: Raw -1220987.701216 + Penalty 3042.799637 = -1217944.901580
  nChanged 20
		SP:Iteration 24Q (100083.190000 sec): 3 clusters
  Score: Raw -1220999.316434 + Penalty 3042.799637 = -1217956.516797
  nChanged 24
		SP:Iteration 25Q (100083.350000 sec): 3 clusters
  Score: Raw -1221012.445226 + Penalty 3042.799637 = -1217969.645590
  nChanged 22
		SP:Iteration 26Q (100083.510000 sec): 3 clusters
  Score: Raw -1221025.230962 + Penalty 3042.799637 = -1217982.431326
  nChanged 15
		SP:Iteration 27Q (100083.670000 sec): 3 clusters
  Score: Raw -1221033.562546 + Penalty 3042.799637 = -1217990.762910
  nChanged 17
		SP:Iteration 28Q (100083.840000 sec): 3 clusters
  Score: Raw -1221042.488096 + Penalty 3042.799637 = -1217999.688460
  nChanged 13
		SP:Iteration 29Q (100084.020000 sec): 3 clusters
  Score: Raw -1221049.014561 + Penalty 3042.799637 = -1218006.214924
  nChanged 16
		SP:Iteration 30Q (100084.180000 sec): 3 clusters
  Score: Raw -1221056.929030 + Penalty 3042.799637 = -1218014.129393
  nChanged 14
		SP:Iteration 31Q (100084.340000 sec): 3 clusters
  Score: Raw -1221065.523429 + Penalty 3042.799637 = -1218022.723793
  nChanged 8
		SP:Iteration 32Q (100084.510000 sec): 3 clusters
  Score: Raw -1221070.887921 + Penalty 3042.799637 = -1218028.088284
  nChanged 14
		SP:Iteration 33Q (100084.670000 sec): 3 clusters
  Score: Raw -1221080.715797 + Penalty 3042.799637 = -1218037.916160
  nChanged 17
		SP:Iteration 34Q (100084.830000 sec): 3 clusters
  Score: Raw -1221092.505194 + Penalty 3042.799637 = -1218049.705557
  nChanged 13
		SP:Iteration 35Q (100084.990000 sec): 3 clusters
  Score: Raw -1221099.617891 + Penalty 3042.799637 = -1218056.818254
  nChanged 9
		SP:Iteration 36Q (100085.160000 sec): 3 clusters
  Score: Raw -1221104.636863 + Penalty 3042.799637 = -1218061.837227
  nChanged 3
		SP:Iteration 37Q (100085.320000 sec): 3 clusters
  Score: Raw -1221105.575509 + Penalty 3042.799637 = -1218062.775873
  nChanged 1
		SP:Iteration 38Q (100085.480000 sec): 3 clusters
  Score: Raw -1221106.088249 + Penalty 3042.799637 = -1218063.288613
  nChanged 1
		SP:Iteration 39Q (100085.660000 sec): 3 clusters
  Score: Raw -1221106.836475 + Penalty 3042.799637 = -1218064.036839
  nChanged 2
		SP:Iteration 40F (100085.830000 sec): 3 clusters
  Score: Raw -1221107.665766 + Penalty 3042.799637 = -1218064.866130
  nChanged 2
		SP:Iteration 41Q (100085.990000 sec): 3 clusters
  Score: Raw -1221108.618706 + Penalty 3042.799637 = -1218065.819070
  nChanged 0
		SP:Iteration 42F (100086.160000 sec): 3 clusters
  Score: Raw -1221108.618706 + Penalty 3042.799637 = -1218065.819070
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100086.240000 sec): 2 clusters
  Score: Raw -193413.647366 + Penalty 1242.687685 = -192170.959681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100086.280000 sec): 3 clusters
  Score: Raw -192507.773318 + Penalty 2485.375371 = -190022.397948
  nChanged 767
		SP:Iteration 1F (100086.320000 sec): 3 clusters
  Score: Raw -193107.072925 + Penalty 2485.375371 = -190621.697555
  nChanged 204
		SP:Iteration 2F (100086.370000 sec): 3 clusters
  Score: Raw -193340.119766 + Penalty 2485.375371 = -190854.744395
  nChanged 173
		SP:Iteration 3F (100086.410000 sec): 3 clusters
  Score: Raw -193570.288419 + Penalty 2485.375371 = -191084.913049
  nChanged 150
		SP:Iteration 4F (100086.450000 sec): 3 clusters
  Score: Raw -193772.649517 + Penalty 2485.375371 = -191287.274146
  nChanged 117
		SP:Iteration 5F (100086.490000 sec): 3 clusters
  Score: Raw -193904.153075 + Penalty 2485.375371 = -191418.777704
  nChanged 80
		SP:Iteration 6Q (100086.530000 sec): 3 clusters
  Score: Raw -193980.328279 + Penalty 2485.375371 = -191494.952909
  nChanged 57
		SP:Iteration 7Q (100086.570000 sec): 3 clusters
  Score: Raw -194030.548721 + Penalty 2485.375371 = -191545.173350
  nChanged 53
		SP:Iteration 8Q (100086.610000 sec): 3 clusters
  Score: Raw -194086.045109 + Penalty 2485.375371 = -191600.669739
  nChanged 48
		SP:Iteration 9Q (100086.650000 sec): 3 clusters
  Score: Raw -194132.282036 + Penalty 2485.375371 = -191646.906665
  nChanged 43
		SP:Iteration 10Q (100086.690000 sec): 3 clusters
  Score: Raw -194162.773154 + Penalty 2485.375371 = -191677.397783
  nChanged 30
		SP:Iteration 11Q (100086.730000 sec): 3 clusters
  Score: Raw -194182.930737 + Penalty 2485.375371 = -191697.555367
  nChanged 24
		SP:Iteration 12Q (100086.770000 sec): 3 clusters
  Score: Raw -194198.311560 + Penalty 2485.375371 = -191712.936189
  nChanged 17
		SP:Iteration 13Q (100086.810000 sec): 3 clusters
  Score: Raw -194210.050120 + Penalty 2485.375371 = -191724.674749
  nChanged 13
		SP:Iteration 14Q (100086.850000 sec): 3 clusters
  Score: Raw -194218.770109 + Penalty 2485.375371 = -191733.394738
  nChanged 11
		SP:Iteration 15Q (100086.890000 sec): 3 clusters
  Score: Raw -194225.014458 + Penalty 2485.375371 = -191739.639088
  nChanged 7
		SP:Iteration 16Q (100086.930000 sec): 3 clusters
  Score: Raw -194228.074976 + Penalty 2485.375371 = -191742.699606
  nChanged 2
		SP:Iteration 17Q (100086.970000 sec): 3 clusters
  Score: Raw -194229.198701 + Penalty 2485.375371 = -191743.823330
  nChanged 4
		SP:Iteration 18Q (100087.010000 sec): 3 clusters
  Score: Raw -194231.655432 + Penalty 2485.375371 = -191746.280062
  nChanged 6
		SP:Iteration 19Q (100087.050000 sec): 3 clusters
  Score: Raw -194235.109731 + Penalty 2485.375371 = -191749.734360
  nChanged 9
		SP:Iteration 20F (100087.090000 sec): 3 clusters
  Score: Raw -194242.350137 + Penalty 2485.375371 = -191756.974766
  nChanged 8
		SP:Iteration 21Q (100087.130000 sec): 3 clusters
  Score: Raw -194247.679231 + Penalty 2485.375371 = -191762.303860
  nChanged 11
		SP:Iteration 22Q (100087.170000 sec): 3 clusters
  Score: Raw -194254.181080 + Penalty 2485.375371 = -191768.805710
  nChanged 7
		SP:Iteration 23Q (100087.210000 sec): 3 clusters
  Score: Raw -194257.490269 + Penalty 2485.375371 = -191772.114899
  nChanged 4
		SP:Iteration 24Q (100087.250000 sec): 3 clusters
  Score: Raw -194259.621776 + Penalty 2485.375371 = -191774.246406
  nChanged 2
		SP:Iteration 25Q (100087.290000 sec): 3 clusters
  Score: Raw -194260.506192 + Penalty 2485.375371 = -191775.130821
  nChanged 1
		SP:Iteration 26Q (100087.330000 sec): 3 clusters
  Score: Raw -194260.837631 + Penalty 2485.375371 = -191775.462260
  nChanged 2
		SP:Iteration 27Q (100087.370000 sec): 3 clusters
  Score: Raw -194262.444080 + Penalty 2485.375371 = -191777.068710
  nChanged 3
		SP:Iteration 28Q (100087.410000 sec): 3 clusters
  Score: Raw -194263.780912 + Penalty 2485.375371 = -191778.405542
  nChanged 1
		SP:Iteration 29Q (100087.450000 sec): 3 clusters
  Score: Raw -194264.520668 + Penalty 2485.375371 = -191779.145298
  nChanged 3
		SP:Iteration 30Q (100087.490000 sec): 3 clusters
  Score: Raw -194267.855565 + Penalty 2485.375371 = -191782.480195
  nChanged 6
		SP:Iteration 31Q (100087.530000 sec): 3 clusters
  Score: Raw -194271.010352 + Penalty 2485.375371 = -191785.634981
  nChanged 6
		SP:Iteration 32Q (100087.570000 sec): 3 clusters
  Score: Raw -194274.160783 + Penalty 2485.375371 = -191788.785413
  nChanged 6
		SP:Iteration 33Q (100087.610000 sec): 3 clusters
  Score: Raw -194277.184483 + Penalty 2485.375371 = -191791.809112
  nChanged 5
		SP:Iteration 34Q (100087.650000 sec): 3 clusters
  Score: Raw -194280.762210 + Penalty 2485.375371 = -191795.386839
  nChanged 6
		SP:Iteration 35Q (100087.690000 sec): 3 clusters
  Score: Raw -194283.626500 + Penalty 2485.375371 = -191798.251129
  nChanged 5
		SP:Iteration 36Q (100087.730000 sec): 3 clusters
  Score: Raw -194286.979387 + Penalty 2485.375371 = -191801.604016
  nChanged 3
		SP:Iteration 37Q (100087.770000 sec): 3 clusters
  Score: Raw -194289.269346 + Penalty 2485.375371 = -191803.893975
  nChanged 2
		SP:Iteration 38Q (100087.810000 sec): 3 clusters
  Score: Raw -194290.774746 + Penalty 2485.375371 = -191805.399376
  nChanged 0
		SP:Iteration 39F (100087.850000 sec): 3 clusters
  Score: Raw -194290.774746 + Penalty 2485.375371 = -191805.399376
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (96945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100088.540000 sec): 2 clusters
  Score: Raw -10183997.170231 + Penalty 1865.808602 = -10182131.361629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100089.460000 sec): 3 clusters
  Score: Raw -10120628.699524 + Penalty 3731.617203 = -10116897.082321
  nChanged 46432
		SP:Iteration 1F (100090.390000 sec): 3 clusters
  Score: Raw -10147747.186428 + Penalty 3731.617203 = -10144015.569225
  nChanged 2832
		SP:Iteration 2Q (100091.340000 sec): 3 clusters
  Score: Raw -10148361.500558 + Penalty 3731.617203 = -10144629.883355
  nChanged 3078
		SP:Iteration 3Q (100092.290000 sec): 3 clusters
  Score: Raw -10149130.668654 + Penalty 3731.617203 = -10145399.051451
  nChanged 3350
		SP:Iteration 4Q (100093.230000 sec): 3 clusters
  Score: Raw -10150178.074275 + Penalty 3731.617203 = -10146446.457072
  nChanged 3994
		SP:Iteration 5Q (100094.170000 sec): 3 clusters
  Score: Raw -10151829.086433 + Penalty 3731.617203 = -10148097.469230
  nChanged 4939
		SP:Iteration 6F (100095.060000 sec): 3 clusters
  Score: Raw -10154428.655994 + Penalty 3731.617203 = -10150697.038791
  nChanged 6049
		SP:Iteration 7F (100095.980000 sec): 3 clusters
  Score: Raw -10158456.516064 + Penalty 3731.617203 = -10154724.898861
  nChanged 6999
		SP:Iteration 8F (100096.910000 sec): 3 clusters
  Score: Raw -10164045.298549 + Penalty 3731.617203 = -10160313.681346
  nChanged 7239
		SP:Iteration 9F (100097.800000 sec): 3 clusters
  Score: Raw -10170464.802951 + Penalty 3731.617203 = -10166733.185748
  nChanged 6079
		SP:Iteration 10F (100098.740000 sec): 3 clusters
  Score: Raw -10176008.827613 + Penalty 3731.617203 = -10172277.210410
  nChanged 4199
		SP:Iteration 11Q (100099.630000 sec): 3 clusters
  Score: Raw -10179878.283141 + Penalty 3731.617203 = -10176146.665937
  nChanged 2523
		SP:Iteration 12Q (100100.450000 sec): 3 clusters
  Score: Raw -10182162.605000 + Penalty 3731.617203 = -10178430.987797
  nChanged 1271
		SP:Iteration 13Q (100101.270000 sec): 3 clusters
  Score: Raw -10183273.278491 + Penalty 3731.617203 = -10179541.661288
  nChanged 570
		SP:Iteration 14Q (100102.120000 sec): 3 clusters
  Score: Raw -10183756.349983 + Penalty 3731.617203 = -10180024.732780
  nChanged 258
		SP:Iteration 15Q (100102.980000 sec): 3 clusters
  Score: Raw -10183993.934907 + Penalty 3731.617203 = -10180262.317704
  nChanged 126
		SP:Iteration 16Q (100103.770000 sec): 3 clusters
  Score: Raw -10184104.804343 + Penalty 3731.617203 = -10180373.187140
  nChanged 67
		SP:Iteration 17Q (100104.590000 sec): 3 clusters
  Score: Raw -10184170.049439 + Penalty 3731.617203 = -10180438.432236
  nChanged 37
		SP:Iteration 18Q (100105.440000 sec): 3 clusters
  Score: Raw -10184210.616695 + Penalty 3731.617203 = -10180478.999492
  nChanged 26
		SP:Iteration 19Q (100106.230000 sec): 3 clusters
  Score: Raw -10184233.084263 + Penalty 3731.617203 = -10180501.467060
  nChanged 18
		SP:Iteration 20F (100107.140000 sec): 3 clusters
  Score: Raw -10184249.079366 + Penalty 3731.617203 = -10180517.462163
  nChanged 16
		SP:Iteration 21Q (100107.960000 sec): 3 clusters
  Score: Raw -10184264.765167 + Penalty 3731.617203 = -10180533.147964
  nChanged 16
		SP:Iteration 22Q (100108.810000 sec): 3 clusters
  Score: Raw -10184280.048973 + Penalty 3731.617203 = -10180548.431770
  nChanged 11
		SP:Iteration 23Q (100109.650000 sec): 3 clusters
  Score: Raw -10184288.408228 + Penalty 3731.617203 = -10180556.791025
  nChanged 6
		SP:Iteration 24Q (100110.450000 sec): 3 clusters
  Score: Raw -10184291.692283 + Penalty 3731.617203 = -10180560.075080
  nChanged 3
		SP:Iteration 25Q (100111.270000 sec): 3 clusters
  Score: Raw -10184294.058010 + Penalty 3731.617203 = -10180562.440806
  nChanged 3
		SP:Iteration 26Q (100112.110000 sec): 3 clusters
  Score: Raw -10184295.984429 + Penalty 3731.617203 = -10180564.367226
  nChanged 2
		SP:Iteration 27Q (100112.930000 sec): 3 clusters
  Score: Raw -10184296.999380 + Penalty 3731.617203 = -10180565.382177
  nChanged 1
		SP:Iteration 28Q (100113.730000 sec): 3 clusters
  Score: Raw -10184297.628989 + Penalty 3731.617203 = -10180566.011785
  nChanged 0
		SP:Iteration 29F (100114.630000 sec): 3 clusters
  Score: Raw -10184297.628989 + Penalty 3731.617203 = -10180566.011785
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100114.740000 sec): 2 clusters
  Score: Raw -744488.331918 + Penalty 1457.198713 = -743031.133205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100114.890000 sec): 3 clusters
  Score: Raw -740181.529024 + Penalty 2914.397425 = -737267.131598
  nChanged 3279
		SP:Iteration 1F (100115.010000 sec): 3 clusters
  Score: Raw -742023.589211 + Penalty 2914.397425 = -739109.191786
  nChanged 575
		SP:Iteration 2F (100115.130000 sec): 3 clusters
  Score: Raw -742366.241429 + Penalty 2914.397425 = -739451.844004
  nChanged 519
		SP:Iteration 3F (100115.250000 sec): 3 clusters
  Score: Raw -742752.724208 + Penalty 2914.397425 = -739838.326782
  nChanged 499
		SP:Iteration 4F (100115.380000 sec): 3 clusters
  Score: Raw -743123.940801 + Penalty 2914.397425 = -740209.543375
  nChanged 441
		SP:Iteration 5F (100115.500000 sec): 3 clusters
  Score: Raw -743415.613681 + Penalty 2914.397425 = -740501.216255
  nChanged 360
		SP:Iteration 6Q (100115.630000 sec): 3 clusters
  Score: Raw -743596.839579 + Penalty 2914.397425 = -740682.442154
  nChanged 283
		SP:Iteration 7Q (100115.750000 sec): 3 clusters
  Score: Raw -743743.210870 + Penalty 2914.397425 = -740828.813445
  nChanged 283
		SP:Iteration 8Q (100115.880000 sec): 3 clusters
  Score: Raw -743900.174145 + Penalty 2914.397425 = -740985.776720
  nChanged 263
		SP:Iteration 9Q (100116.010000 sec): 3 clusters
  Score: Raw -744036.043432 + Penalty 2914.397425 = -741121.646007
  nChanged 231
		SP:Iteration 10Q (100116.130000 sec): 3 clusters
  Score: Raw -744144.166493 + Penalty 2914.397425 = -741229.769068
  nChanged 203
		SP:Iteration 11Q (100116.250000 sec): 3 clusters
  Score: Raw -744245.109981 + Penalty 2914.397425 = -741330.712556
  nChanged 190
		SP:Iteration 12Q (100116.380000 sec): 3 clusters
  Score: Raw -744343.233759 + Penalty 2914.397425 = -741428.836334
  nChanged 179
		SP:Iteration 13Q (100116.510000 sec): 3 clusters
  Score: Raw -744432.535847 + Penalty 2914.397425 = -741518.138421
  nChanged 152
		SP:Iteration 14Q (100116.630000 sec): 3 clusters
  Score: Raw -744496.363476 + Penalty 2914.397425 = -741581.966051
  nChanged 124
		SP:Iteration 15Q (100116.760000 sec): 3 clusters
  Score: Raw -744542.808624 + Penalty 2914.397425 = -741628.411199
  nChanged 115
		SP:Iteration 16Q (100116.890000 sec): 3 clusters
  Score: Raw -744580.968324 + Penalty 2914.397425 = -741666.570899
  nChanged 93
		SP:Iteration 17Q (100117.010000 sec): 3 clusters
  Score: Raw -744606.305991 + Penalty 2914.397425 = -741691.908565
  nChanged 68
		SP:Iteration 18Q (100117.140000 sec): 3 clusters
  Score: Raw -744621.958296 + Penalty 2914.397425 = -741707.560870
  nChanged 44
		SP:Iteration 19Q (100117.260000 sec): 3 clusters
  Score: Raw -744631.507586 + Penalty 2914.397425 = -741717.110161
  nChanged 34
		SP:Iteration 20F (100117.390000 sec): 3 clusters
  Score: Raw -744640.360659 + Penalty 2914.397425 = -741725.963234
  nChanged 46
		SP:Iteration 21Q (100117.510000 sec): 3 clusters
  Score: Raw -744651.296573 + Penalty 2914.397425 = -741736.899147
  nChanged 47
		SP:Iteration 22Q (100117.640000 sec): 3 clusters
  Score: Raw -744665.086026 + Penalty 2914.397425 = -741750.688601
  nChanged 48
		SP:Iteration 23Q (100117.760000 sec): 3 clusters
  Score: Raw -744674.055990 + Penalty 2914.397425 = -741759.658565
  nChanged 32
		SP:Iteration 24Q (100117.880000 sec): 3 clusters
  Score: Raw -744680.713666 + Penalty 2914.397425 = -741766.316241
  nChanged 30
		SP:Iteration 25Q (100118.010000 sec): 3 clusters
  Score: Raw -744686.891439 + Penalty 2914.397425 = -741772.494014
  nChanged 26
		SP:Iteration 26Q (100118.130000 sec): 3 clusters
  Score: Raw -744691.011174 + Penalty 2914.397425 = -741776.613749
  nChanged 24
		SP:Iteration 27Q (100118.260000 sec): 3 clusters
  Score: Raw -744695.353062 + Penalty 2914.397425 = -741780.955637
  nChanged 22
		SP:Iteration 28Q (100118.390000 sec): 3 clusters
  Score: Raw -744699.486113 + Penalty 2914.397425 = -741785.088688
  nChanged 22
		SP:Iteration 29Q (100118.520000 sec): 3 clusters
  Score: Raw -744703.660413 + Penalty 2914.397425 = -741789.262988
  nChanged 16
		SP:Iteration 30Q (100118.650000 sec): 3 clusters
  Score: Raw -744707.840917 + Penalty 2914.397425 = -741793.443492
  nChanged 22
		SP:Iteration 31Q (100118.780000 sec): 3 clusters
  Score: Raw -744712.030896 + Penalty 2914.397425 = -741797.633471
  nChanged 21
		SP:Iteration 32Q (100118.910000 sec): 3 clusters
  Score: Raw -744715.388141 + Penalty 2914.397425 = -741800.990716
  nChanged 8
		SP:Iteration 33Q (100119.040000 sec): 3 clusters
  Score: Raw -744717.079293 + Penalty 2914.397425 = -741802.681868
  nChanged 11
		SP:Iteration 34Q (100119.170000 sec): 3 clusters
  Score: Raw -744718.844180 + Penalty 2914.397425 = -741804.446755
  nChanged 14
		SP:Iteration 35Q (100119.290000 sec): 3 clusters
  Score: Raw -744721.294139 + Penalty 2914.397425 = -741806.896714
  nChanged 15
		SP:Iteration 36Q (100119.420000 sec): 3 clusters
  Score: Raw -744722.991836 + Penalty 2914.397425 = -741808.594411
  nChanged 9
		SP:Iteration 37Q (100119.550000 sec): 3 clusters
  Score: Raw -744724.283497 + Penalty 2914.397425 = -741809.886072
  nChanged 5
		SP:Iteration 38Q (100119.670000 sec): 3 clusters
  Score: Raw -744724.867099 + Penalty 2914.397425 = -741810.469673
  nChanged 7
		SP:Iteration 39Q (100119.790000 sec): 3 clusters
  Score: Raw -744725.719407 + Penalty 2914.397425 = -741811.321981
  nChanged 5
		SP:Iteration 40F (100119.910000 sec): 3 clusters
  Score: Raw -744726.163659 + Penalty 2914.397425 = -741811.766234
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100120.000000 sec): 2 clusters
  Score: Raw -560623.089528 + Penalty 1393.420584 = -559229.668944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100120.150000 sec): 3 clusters
  Score: Raw -557823.771355 + Penalty 2786.841168 = -555036.930187
  nChanged 2173
		SP:Iteration 1F (100120.250000 sec): 3 clusters
  Score: Raw -558964.981978 + Penalty 2786.841168 = -556178.140810
  nChanged 392
		SP:Iteration 2F (100120.350000 sec): 3 clusters
  Score: Raw -559181.921676 + Penalty 2786.841168 = -556395.080508
  nChanged 317
		SP:Iteration 3F (100120.450000 sec): 3 clusters
  Score: Raw -559343.937467 + Penalty 2786.841168 = -556557.096299
  nChanged 242
		SP:Iteration 4Q (100120.550000 sec): 3 clusters
  Score: Raw -559446.091437 + Penalty 2786.841168 = -556659.250269
  nChanged 180
		SP:Iteration 5Q (100120.660000 sec): 3 clusters
  Score: Raw -559518.541580 + Penalty 2786.841168 = -556731.700412
  nChanged 164
		SP:Iteration 6Q (100120.760000 sec): 3 clusters
  Score: Raw -559586.061005 + Penalty 2786.841168 = -556799.219837
  nChanged 127
		SP:Iteration 7Q (100120.860000 sec): 3 clusters
  Score: Raw -559632.998375 + Penalty 2786.841168 = -556846.157207
  nChanged 125
		SP:Iteration 8Q (100120.970000 sec): 3 clusters
  Score: Raw -559679.750795 + Penalty 2786.841168 = -556892.909627
  nChanged 116
		SP:Iteration 9Q (100121.070000 sec): 3 clusters
  Score: Raw -559727.958088 + Penalty 2786.841168 = -556941.116920
  nChanged 115
		SP:Iteration 10Q (100121.170000 sec): 3 clusters
  Score: Raw -559778.096684 + Penalty 2786.841168 = -556991.255516
  nChanged 134
		SP:Iteration 11Q (100121.270000 sec): 3 clusters
  Score: Raw -559840.960819 + Penalty 2786.841168 = -557054.119651
  nChanged 147
		SP:Iteration 12Q (100121.380000 sec): 3 clusters
  Score: Raw -559911.135084 + Penalty 2786.841168 = -557124.293916
  nChanged 142
		SP:Iteration 13Q (100121.480000 sec): 3 clusters
  Score: Raw -559977.257860 + Penalty 2786.841168 = -557190.416692
  nChanged 110
		SP:Iteration 14Q (100121.590000 sec): 3 clusters
  Score: Raw -560022.936479 + Penalty 2786.841168 = -557236.095311
  nChanged 91
		SP:Iteration 15Q (100121.690000 sec): 3 clusters
  Score: Raw -560060.340257 + Penalty 2786.841168 = -557273.499089
  nChanged 90
		SP:Iteration 16Q (100121.790000 sec): 3 clusters
  Score: Raw -560099.931758 + Penalty 2786.841168 = -557313.090590
  nChanged 86
		SP:Iteration 17Q (100121.890000 sec): 3 clusters
  Score: Raw -560143.571582 + Penalty 2786.841168 = -557356.730414
  nChanged 94
		SP:Iteration 18Q (100121.990000 sec): 3 clusters
  Score: Raw -560190.683663 + Penalty 2786.841168 = -557403.842495
  nChanged 83
		SP:Iteration 19Q (100122.100000 sec): 3 clusters
  Score: Raw -560224.826060 + Penalty 2786.841168 = -557437.984892
  nChanged 79
		SP:Iteration 20F (100122.200000 sec): 3 clusters
  Score: Raw -560257.483577 + Penalty 2786.841168 = -557470.642409
  nChanged 81
		SP:Iteration 21Q (100122.300000 sec): 3 clusters
  Score: Raw -560296.730053 + Penalty 2786.841168 = -557509.888885
  nChanged 88
		SP:Iteration 22Q (100122.410000 sec): 3 clusters
  Score: Raw -560344.920177 + Penalty 2786.841168 = -557558.079009
  nChanged 85
		SP:Iteration 23Q (100122.510000 sec): 3 clusters
  Score: Raw -560392.849777 + Penalty 2786.841168 = -557606.008609
  nChanged 79
		SP:Iteration 24Q (100122.610000 sec): 3 clusters
  Score: Raw -560444.633333 + Penalty 2786.841168 = -557657.792165
  nChanged 92
		SP:Iteration 25Q (100122.710000 sec): 3 clusters
  Score: Raw -560502.376844 + Penalty 2786.841168 = -557715.535676
  nChanged 81
		SP:Iteration 26Q (100122.810000 sec): 3 clusters
  Score: Raw -560557.631159 + Penalty 2786.841168 = -557770.789991
  nChanged 74
		SP:Iteration 27Q (100122.910000 sec): 3 clusters
  Score: Raw -560606.578372 + Penalty 2786.841168 = -557819.737204
  nChanged 57
		SP:Iteration 28Q (100123.010000 sec): 3 clusters
  Score: Raw -560648.674168 + Penalty 2786.841168 = -557861.833000
  nChanged 52
		SP:Iteration 29Q (100123.120000 sec): 3 clusters
  Score: Raw -560687.315461 + Penalty 2786.841168 = -557900.474293
  nChanged 44
		SP:Iteration 30Q (100123.220000 sec): 3 clusters
  Score: Raw -560718.252931 + Penalty 2786.841168 = -557931.411763
  nChanged 33
		SP:Iteration 31Q (100123.310000 sec): 3 clusters
  Score: Raw -560737.911283 + Penalty 2786.841168 = -557951.070115
  nChanged 16
		SP:Iteration 32Q (100123.410000 sec): 3 clusters
  Score: Raw -560753.371372 + Penalty 2786.841168 = -557966.530204
  nChanged 29
		SP:Iteration 33Q (100123.510000 sec): 3 clusters
  Score: Raw -560775.855898 + Penalty 2786.841168 = -557989.014730
  nChanged 21
		SP:Iteration 34Q (100123.610000 sec): 3 clusters
  Score: Raw -560793.947554 + Penalty 2786.841168 = -558007.106386
  nChanged 18
		SP:Iteration 35Q (100123.710000 sec): 3 clusters
  Score: Raw -560808.290905 + Penalty 2786.841168 = -558021.449737
  nChanged 13
		SP:Iteration 36Q (100123.810000 sec): 3 clusters
  Score: Raw -560821.610382 + Penalty 2786.841168 = -558034.769214
  nChanged 18
		SP:Iteration 37Q (100123.910000 sec): 3 clusters
  Score: Raw -560842.133990 + Penalty 2786.841168 = -558055.292822
  nChanged 13
		SP:Iteration 38Q (100124.000000 sec): 3 clusters
  Score: Raw -560852.723451 + Penalty 2786.841168 = -558065.882283
  nChanged 8
		SP:Iteration 39Q (100124.100000 sec): 3 clusters
  Score: Raw -560859.093197 + Penalty 2786.841168 = -558072.252029
  nChanged 10
		SP:Iteration 40F (100124.200000 sec): 3 clusters
  Score: Raw -560867.172056 + Penalty 2786.841168 = -558080.330888
  nChanged 8
		SP:Iteration 41Q (100124.300000 sec): 3 clusters
  Score: Raw -560875.363732 + Penalty 2786.841168 = -558088.522564
  nChanged 6
		SP:Iteration 42Q (100124.390000 sec): 3 clusters
  Score: Raw -560881.202080 + Penalty 2786.841168 = -558094.360912
  nChanged 7
		SP:Iteration 43Q (100124.490000 sec): 3 clusters
  Score: Raw -560887.504894 + Penalty 2786.841168 = -558100.663726
  nChanged 5
		SP:Iteration 44Q (100124.590000 sec): 3 clusters
  Score: Raw -560891.376112 + Penalty 2786.841168 = -558104.534944
  nChanged 3
		SP:Iteration 45Q (100124.690000 sec): 3 clusters
  Score: Raw -560894.808773 + Penalty 2786.841168 = -558107.967605
  nChanged 3
		SP:Iteration 46Q (100124.780000 sec): 3 clusters
  Score: Raw -560896.718990 + Penalty 2786.841168 = -558109.877822
  nChanged 2
		SP:Iteration 47Q (100124.880000 sec): 3 clusters
  Score: Raw -560898.782422 + Penalty 2786.841168 = -558111.941254
  nChanged 2
		SP:Iteration 48Q (100124.970000 sec): 3 clusters
  Score: Raw -560901.301648 + Penalty 2786.841168 = -558114.460480
  nChanged 4
		SP:Iteration 49Q (100125.070000 sec): 3 clusters
  Score: Raw -560907.003327 + Penalty 2786.841168 = -558120.162159
  nChanged 3
		SP:Iteration 50Q (100125.170000 sec): 3 clusters
  Score: Raw -560911.910937 + Penalty 2786.841168 = -558125.069769
  nChanged 2
		SP:Iteration 51Q (100125.260000 sec): 3 clusters
  Score: Raw -560913.165533 + Penalty 2786.841168 = -558126.324365
  nChanged 1
		SP:Iteration 52Q (100125.350000 sec): 3 clusters
  Score: Raw -560914.995908 + Penalty 2786.841168 = -558128.154740
  nChanged 4
		SP:Iteration 53Q (100125.450000 sec): 3 clusters
  Score: Raw -560920.636926 + Penalty 2786.841168 = -558133.795758
  nChanged 5
		SP:Iteration 54Q (100125.550000 sec): 3 clusters
  Score: Raw -560924.664341 + Penalty 2786.841168 = -558137.823173
  nChanged 4
		SP:Iteration 55Q (100125.650000 sec): 3 clusters
  Score: Raw -560928.715336 + Penalty 2786.841168 = -558141.874168
  nChanged 0
		SP:Iteration 56F (100125.750000 sec): 3 clusters
  Score: Raw -560928.715336 + Penalty 2786.841168 = -558141.874168
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100125.810000 sec): 2 clusters
  Score: Raw -72161.980825 + Penalty 1093.596411 = -71068.384414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100125.820000 sec): 3 clusters
  Score: Raw -72018.172768 + Penalty 2187.192823 = -69830.979945
  nChanged 260
		SP:Iteration 1F (100125.840000 sec): 3 clusters
  Score: Raw -72402.725547 + Penalty 2187.192823 = -70215.532724
  nChanged 91
		SP:Iteration 2F (100125.860000 sec): 3 clusters
  Score: Raw -72586.904614 + Penalty 2187.192823 = -70399.711791
  nChanged 57
		SP:Iteration 3F (100125.880000 sec): 3 clusters
  Score: Raw -72662.776842 + Penalty 2187.192823 = -70475.584019
  nChanged 24
		SP:Iteration 4Q (100125.890000 sec): 3 clusters
  Score: Raw -72695.535765 + Penalty 2187.192823 = -70508.342942
  nChanged 16
		SP:Iteration 5Q (100125.910000 sec): 3 clusters
  Score: Raw -72726.668969 + Penalty 2187.192823 = -70539.476147
  nChanged 9
		SP:Iteration 6Q (100125.920000 sec): 3 clusters
  Score: Raw -72756.034070 + Penalty 2187.192823 = -70568.841247
  nChanged 14
		SP:Iteration 7Q (100125.940000 sec): 3 clusters
  Score: Raw -72786.021714 + Penalty 2187.192823 = -70598.828891
  nChanged 18
		SP:Iteration 8Q (100125.960000 sec): 3 clusters
  Score: Raw -72823.067358 + Penalty 2187.192823 = -70635.874535
  nChanged 28
		SP:Iteration 9Q (100125.970000 sec): 3 clusters
  Score: Raw -72875.446805 + Penalty 2187.192823 = -70688.253982
  nChanged 17
		SP:Iteration 10Q (100125.990000 sec): 3 clusters
  Score: Raw -72904.041157 + Penalty 2187.192823 = -70716.848334
  nChanged 15
		SP:Iteration 11Q (100126.000000 sec): 3 clusters
  Score: Raw -72945.626194 + Penalty 2187.192823 = -70758.433371
  nChanged 17
		SP:Iteration 12Q (100126.020000 sec): 3 clusters
  Score: Raw -72978.389988 + Penalty 2187.192823 = -70791.197165
  nChanged 12
		SP:Iteration 13Q (100126.040000 sec): 3 clusters
  Score: Raw -72997.597541 + Penalty 2187.192823 = -70810.404718
  nChanged 8
		SP:Iteration 14Q (100126.060000 sec): 3 clusters
  Score: Raw -73006.728207 + Penalty 2187.192823 = -70819.535384
  nChanged 4
		SP:Iteration 15Q (100126.070000 sec): 3 clusters
  Score: Raw -73012.755903 + Penalty 2187.192823 = -70825.563080
  nChanged 4
		SP:Iteration 16Q (100126.090000 sec): 3 clusters
  Score: Raw -73015.924918 + Penalty 2187.192823 = -70828.732095
  nChanged 2
		SP:Iteration 17Q (100126.100000 sec): 3 clusters
  Score: Raw -73017.530757 + Penalty 2187.192823 = -70830.337934
  nChanged 1
		SP:Iteration 18Q (100126.120000 sec): 3 clusters
  Score: Raw -73018.054922 + Penalty 2187.192823 = -70830.862099
  nChanged 3
		SP:Iteration 19Q (100126.140000 sec): 3 clusters
  Score: Raw -73020.024021 + Penalty 2187.192823 = -70832.831198
  nChanged 2
		SP:Iteration 20F (100126.150000 sec): 3 clusters
  Score: Raw -73021.090558 + Penalty 2187.192823 = -70833.897735
  nChanged 1
		SP:Iteration 21Q (100126.170000 sec): 3 clusters
  Score: Raw -73022.525383 + Penalty 2187.192823 = -70835.332560
  nChanged 2
		SP:Iteration 22Q (100126.180000 sec): 3 clusters
  Score: Raw -73023.277253 + Penalty 2187.192823 = -70836.084430
  nChanged 0
		SP:Iteration 23F (100126.200000 sec): 3 clusters
  Score: Raw -73023.277253 + Penalty 2187.192823 = -70836.084430
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100126.370000 sec): 2 clusters
  Score: Raw -1356824.554631 + Penalty 1538.650649 = -1355285.903981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100126.560000 sec): 3 clusters
  Score: Raw -1349296.731610 + Penalty 3077.301299 = -1346219.430312
  nChanged 5752
		SP:Iteration 1F (100126.740000 sec): 3 clusters
  Score: Raw -1352382.000152 + Penalty 3077.301299 = -1349304.698853
  nChanged 800
		SP:Iteration 2F (100126.940000 sec): 3 clusters
  Score: Raw -1352708.927638 + Penalty 3077.301299 = -1349631.626340
  nChanged 691
		SP:Iteration 3F (100127.140000 sec): 3 clusters
  Score: Raw -1353038.243710 + Penalty 3077.301299 = -1349960.942412
  nChanged 764
		SP:Iteration 4F (100127.340000 sec): 3 clusters
  Score: Raw -1353467.197560 + Penalty 3077.301299 = -1350389.896261
  nChanged 834
		SP:Iteration 5F (100127.560000 sec): 3 clusters
  Score: Raw -1354040.427317 + Penalty 3077.301299 = -1350963.126019
  nChanged 880
		SP:Iteration 6F (100127.750000 sec): 3 clusters
  Score: Raw -1354628.356235 + Penalty 3077.301299 = -1351551.054936
  nChanged 813
		SP:Iteration 7F (100127.960000 sec): 3 clusters
  Score: Raw -1355127.580210 + Penalty 3077.301299 = -1352050.278911
  nChanged 652
		SP:Iteration 8F (100128.190000 sec): 3 clusters
  Score: Raw -1355473.537773 + Penalty 3077.301299 = -1352396.236475
  nChanged 529
		SP:Iteration 9Q (100128.380000 sec): 3 clusters
  Score: Raw -1355706.184656 + Penalty 3077.301299 = -1352628.883357
  nChanged 385
		SP:Iteration 10Q (100128.610000 sec): 3 clusters
  Score: Raw -1355844.723339 + Penalty 3077.301299 = -1352767.422041
  nChanged 278
		SP:Iteration 11Q (100128.800000 sec): 3 clusters
  Score: Raw -1355938.438935 + Penalty 3077.301299 = -1352861.137636
  nChanged 228
		SP:Iteration 12Q (100129.000000 sec): 3 clusters
  Score: Raw -1356004.681503 + Penalty 3077.301299 = -1352927.380205
  nChanged 174
		SP:Iteration 13Q (100129.200000 sec): 3 clusters
  Score: Raw -1356046.961453 + Penalty 3077.301299 = -1352969.660154
  nChanged 138
		SP:Iteration 14Q (100129.410000 sec): 3 clusters
  Score: Raw -1356077.893989 + Penalty 3077.301299 = -1353000.592691
  nChanged 110
		SP:Iteration 15Q (100129.610000 sec): 3 clusters
  Score: Raw -1356105.102692 + Penalty 3077.301299 = -1353027.801394
  nChanged 102
		SP:Iteration 16Q (100129.830000 sec): 3 clusters
  Score: Raw -1356125.734501 + Penalty 3077.301299 = -1353048.433202
  nChanged 97
		SP:Iteration 17Q (100130.030000 sec): 3 clusters
  Score: Raw -1356146.243642 + Penalty 3077.301299 = -1353068.942344
  nChanged 77
		SP:Iteration 18Q (100130.220000 sec): 3 clusters
  Score: Raw -1356159.258243 + Penalty 3077.301299 = -1353081.956945
  nChanged 63
		SP:Iteration 19Q (100130.430000 sec): 3 clusters
  Score: Raw -1356170.826927 + Penalty 3077.301299 = -1353093.525629
  nChanged 65
		SP:Iteration 20F (100130.620000 sec): 3 clusters
  Score: Raw -1356184.041679 + Penalty 3077.301299 = -1353106.740381
  nChanged 56
		SP:Iteration 21Q (100130.830000 sec): 3 clusters
  Score: Raw -1356195.456187 + Penalty 3077.301299 = -1353118.154889
  nChanged 63
		SP:Iteration 22Q (100131.040000 sec): 3 clusters
  Score: Raw -1356208.793427 + Penalty 3077.301299 = -1353131.492128
  nChanged 65
		SP:Iteration 23Q (100131.260000 sec): 3 clusters
  Score: Raw -1356219.836464 + Penalty 3077.301299 = -1353142.535166
  nChanged 44
		SP:Iteration 24Q (100131.450000 sec): 3 clusters
  Score: Raw -1356227.528872 + Penalty 3077.301299 = -1353150.227573
  nChanged 36
		SP:Iteration 25Q (100131.680000 sec): 3 clusters
  Score: Raw -1356232.826730 + Penalty 3077.301299 = -1353155.525431
  nChanged 32
		SP:Iteration 26Q (100131.870000 sec): 3 clusters
  Score: Raw -1356238.030575 + Penalty 3077.301299 = -1353160.729277
  nChanged 28
		SP:Iteration 27Q (100132.100000 sec): 3 clusters
  Score: Raw -1356243.032941 + Penalty 3077.301299 = -1353165.731642
  nChanged 33
		SP:Iteration 28Q (100132.320000 sec): 3 clusters
  Score: Raw -1356249.279709 + Penalty 3077.301299 = -1353171.978410
  nChanged 39
		SP:Iteration 29Q (100132.520000 sec): 3 clusters
  Score: Raw -1356256.744756 + Penalty 3077.301299 = -1353179.443457
  nChanged 49
		SP:Iteration 30Q (100132.750000 sec): 3 clusters
  Score: Raw -1356265.541009 + Penalty 3077.301299 = -1353188.239710
  nChanged 45
		SP:Iteration 31Q (100132.940000 sec): 3 clusters
  Score: Raw -1356273.836023 + Penalty 3077.301299 = -1353196.534724
  nChanged 42
		SP:Iteration 32Q (100133.150000 sec): 3 clusters
  Score: Raw -1356282.029985 + Penalty 3077.301299 = -1353204.728686
  nChanged 54
		SP:Iteration 33Q (100133.350000 sec): 3 clusters
  Score: Raw -1356293.023213 + Penalty 3077.301299 = -1353215.721915
  nChanged 52
		SP:Iteration 34Q (100133.560000 sec): 3 clusters
  Score: Raw -1356301.989373 + Penalty 3077.301299 = -1353224.688075
  nChanged 49
		SP:Iteration 35Q (100133.760000 sec): 3 clusters
  Score: Raw -1356310.050609 + Penalty 3077.301299 = -1353232.749310
  nChanged 40
		SP:Iteration 36Q (100133.960000 sec): 3 clusters
  Score: Raw -1356316.360807 + Penalty 3077.301299 = -1353239.059508
  nChanged 35
		SP:Iteration 37Q (100134.180000 sec): 3 clusters
  Score: Raw -1356322.077950 + Penalty 3077.301299 = -1353244.776652
  nChanged 33
		SP:Iteration 38Q (100134.370000 sec): 3 clusters
  Score: Raw -1356326.785671 + Penalty 3077.301299 = -1353249.484373
  nChanged 32
		SP:Iteration 39Q (100134.570000 sec): 3 clusters
  Score: Raw -1356331.862116 + Penalty 3077.301299 = -1353254.560818
  nChanged 32
		SP:Iteration 40F (100134.770000 sec): 3 clusters
  Score: Raw -1356337.920971 + Penalty 3077.301299 = -1353260.619672
  nChanged 48
		SP:Iteration 41Q (100134.970000 sec): 3 clusters
  Score: Raw -1356346.969786 + Penalty 3077.301299 = -1353269.668488
  nChanged 55
		SP:Iteration 42Q (100135.170000 sec): 3 clusters
  Score: Raw -1356358.440619 + Penalty 3077.301299 = -1353281.139321
  nChanged 57
		SP:Iteration 43Q (100135.390000 sec): 3 clusters
  Score: Raw -1356369.457029 + Penalty 3077.301299 = -1353292.155731
  nChanged 52
		SP:Iteration 44Q (100135.580000 sec): 3 clusters
  Score: Raw -1356379.108638 + Penalty 3077.301299 = -1353301.807339
  nChanged 47
		SP:Iteration 45Q (100135.800000 sec): 3 clusters
  Score: Raw -1356386.595002 + Penalty 3077.301299 = -1353309.293704
  nChanged 37
		SP:Iteration 46Q (100136.000000 sec): 3 clusters
  Score: Raw -1356394.454478 + Penalty 3077.301299 = -1353317.153179
  nChanged 53
		SP:Iteration 47Q (100136.200000 sec): 3 clusters
  Score: Raw -1356407.511554 + Penalty 3077.301299 = -1353330.210256
  nChanged 62
		SP:Iteration 48Q (100136.400000 sec): 3 clusters
  Score: Raw -1356423.497420 + Penalty 3077.301299 = -1353346.196121
  nChanged 71
		SP:Iteration 49Q (100136.600000 sec): 3 clusters
  Score: Raw -1356441.864759 + Penalty 3077.301299 = -1353364.563461
  nChanged 73
		SP:Iteration 50Q (100136.820000 sec): 3 clusters
  Score: Raw -1356461.167829 + Penalty 3077.301299 = -1353383.866531
  nChanged 72
		SP:Iteration 51Q (100137.010000 sec): 3 clusters
  Score: Raw -1356480.986889 + Penalty 3077.301299 = -1353403.685590
  nChanged 70
		SP:Iteration 52Q (100137.200000 sec): 3 clusters
  Score: Raw -1356499.982227 + Penalty 3077.301299 = -1353422.680929
  nChanged 66
		SP:Iteration 53Q (100137.410000 sec): 3 clusters
  Score: Raw -1356520.507374 + Penalty 3077.301299 = -1353443.206076
  nChanged 78
		SP:Iteration 54Q (100137.610000 sec): 3 clusters
  Score: Raw -1356543.519215 + Penalty 3077.301299 = -1353466.217916
  nChanged 74
		SP:Iteration 55Q (100137.810000 sec): 3 clusters
  Score: Raw -1356568.227872 + Penalty 3077.301299 = -1353490.926573
  nChanged 80
		SP:Iteration 56Q (100138.010000 sec): 3 clusters
  Score: Raw -1356595.881682 + Penalty 3077.301299 = -1353518.580384
  nChanged 66
		SP:Iteration 57Q (100138.210000 sec): 3 clusters
  Score: Raw -1356619.231498 + Penalty 3077.301299 = -1353541.930200
  nChanged 75
		SP:Iteration 58Q (100138.430000 sec): 3 clusters
  Score: Raw -1356643.530184 + Penalty 3077.301299 = -1353566.228886
  nChanged 66
		SP:Iteration 59Q (100138.650000 sec): 3 clusters
  Score: Raw -1356666.411489 + Penalty 3077.301299 = -1353589.110190
  nChanged 74
		SP:Iteration 60F (100138.870000 sec): 3 clusters
  Score: Raw -1356694.279991 + Penalty 3077.301299 = -1353616.978693
  nChanged 78
		SP:Iteration 61Q (100139.070000 sec): 3 clusters
  Score: Raw -1356726.221645 + Penalty 3077.301299 = -1353648.920346
  nChanged 71
		SP:Iteration 62Q (100139.270000 sec): 3 clusters
  Score: Raw -1356753.080009 + Penalty 3077.301299 = -1353675.778710
  nChanged 64
		SP:Iteration 63Q (100139.460000 sec): 3 clusters
  Score: Raw -1356777.796181 + Penalty 3077.301299 = -1353700.494882
  nChanged 57
		SP:Iteration 64Q (100139.660000 sec): 3 clusters
  Score: Raw -1356805.157585 + Penalty 3077.301299 = -1353727.856286
  nChanged 71
		SP:Iteration 65Q (100139.880000 sec): 3 clusters
  Score: Raw -1356837.724280 + Penalty 3077.301299 = -1353760.422981
  nChanged 64
		SP:Iteration 66Q (100140.060000 sec): 3 clusters
  Score: Raw -1356868.692921 + Penalty 3077.301299 = -1353791.391623
  nChanged 73
		SP:Iteration 67Q (100140.260000 sec): 3 clusters
  Score: Raw -1356905.948641 + Penalty 3077.301299 = -1353828.647343
  nChanged 49
		SP:Iteration 68Q (100140.450000 sec): 3 clusters
  Score: Raw -1356934.546804 + Penalty 3077.301299 = -1353857.245505
  nChanged 50
		SP:Iteration 69Q (100140.640000 sec): 3 clusters
  Score: Raw -1356959.932765 + Penalty 3077.301299 = -1353882.631467
  nChanged 47
		SP:Iteration 70Q (100140.850000 sec): 3 clusters
  Score: Raw -1356982.844422 + Penalty 3077.301299 = -1353905.543123
  nChanged 41
		SP:Iteration 71Q (100141.030000 sec): 3 clusters
  Score: Raw -1357002.606658 + Penalty 3077.301299 = -1353925.305359
  nChanged 30
		SP:Iteration 72Q (100141.220000 sec): 3 clusters
  Score: Raw -1357016.185240 + Penalty 3077.301299 = -1353938.883941
  nChanged 19
		SP:Iteration 73Q (100141.410000 sec): 3 clusters
  Score: Raw -1357026.193125 + Penalty 3077.301299 = -1353948.891826
  nChanged 18
		SP:Iteration 74Q (100141.620000 sec): 3 clusters
  Score: Raw -1357033.208027 + Penalty 3077.301299 = -1353955.906729
  nChanged 12
		SP:Iteration 75Q (100141.800000 sec): 3 clusters
  Score: Raw -1357039.680896 + Penalty 3077.301299 = -1353962.379598
  nChanged 20
		SP:Iteration 76Q (100141.990000 sec): 3 clusters
  Score: Raw -1357048.487851 + Penalty 3077.301299 = -1353971.186552
  nChanged 16
		SP:Iteration 77Q (100142.180000 sec): 3 clusters
  Score: Raw -1357056.021593 + Penalty 3077.301299 = -1353978.720294
  nChanged 16
		SP:Iteration 78Q (100142.380000 sec): 3 clusters
  Score: Raw -1357065.419876 + Penalty 3077.301299 = -1353988.118577
  nChanged 10
		SP:Iteration 79Q (100142.560000 sec): 3 clusters
  Score: Raw -1357069.417192 + Penalty 3077.301299 = -1353992.115894
  nChanged 11
		SP:Iteration 80F (100142.760000 sec): 3 clusters
  Score: Raw -1357074.901034 + Penalty 3077.301299 = -1353997.599736
  nChanged 8
		SP:Iteration 81Q (100142.950000 sec): 3 clusters
  Score: Raw -1357079.688038 + Penalty 3077.301299 = -1354002.386740
  nChanged 14
		SP:Iteration 82Q (100143.160000 sec): 3 clusters
  Score: Raw -1357084.581770 + Penalty 3077.301299 = -1354007.280472
  nChanged 6
		SP:Iteration 83Q (100143.330000 sec): 3 clusters
  Score: Raw -1357087.370133 + Penalty 3077.301299 = -1354010.068835
  nChanged 5
		SP:Iteration 84Q (100143.520000 sec): 3 clusters
  Score: Raw -1357089.513881 + Penalty 3077.301299 = -1354012.212582
  nChanged 11
		SP:Iteration 85Q (100143.700000 sec): 3 clusters
  Score: Raw -1357095.911535 + Penalty 3077.301299 = -1354018.610236
  nChanged 13
		SP:Iteration 86Q (100143.920000 sec): 3 clusters
  Score: Raw -1357101.321668 + Penalty 3077.301299 = -1354024.020369
  nChanged 8
		SP:Iteration 87Q (100144.110000 sec): 3 clusters
  Score: Raw -1357104.871173 + Penalty 3077.301299 = -1354027.569874
  nChanged 5
		SP:Iteration 88Q (100144.290000 sec): 3 clusters
  Score: Raw -1357106.906711 + Penalty 3077.301299 = -1354029.605413
  nChanged 3
		SP:Iteration 89Q (100144.480000 sec): 3 clusters
  Score: Raw -1357108.639919 + Penalty 3077.301299 = -1354031.338621
  nChanged 5
		SP:Iteration 90Q (100144.690000 sec): 3 clusters
  Score: Raw -1357111.552118 + Penalty 3077.301299 = -1354034.250820
  nChanged 6
		SP:Iteration 91Q (100144.890000 sec): 3 clusters
  Score: Raw -1357115.216215 + Penalty 3077.301299 = -1354037.914916
  nChanged 5
		SP:Iteration 92Q (100145.070000 sec): 3 clusters
  Score: Raw -1357118.034312 + Penalty 3077.301299 = -1354040.733013
  nChanged 4
		SP:Iteration 93Q (100145.260000 sec): 3 clusters
  Score: Raw -1357120.170746 + Penalty 3077.301299 = -1354042.869447
  nChanged 3
		SP:Iteration 94Q (100145.440000 sec): 3 clusters
  Score: Raw -1357122.294384 + Penalty 3077.301299 = -1354044.993086
  nChanged 3
		SP:Iteration 95Q (100145.630000 sec): 3 clusters
  Score: Raw -1357123.874929 + Penalty 3077.301299 = -1354046.573631
  nChanged 3
		SP:Iteration 96Q (100145.810000 sec): 3 clusters
  Score: Raw -1357124.890919 + Penalty 3077.301299 = -1354047.589621
  nChanged 2
		SP:Iteration 97Q (100146.000000 sec): 3 clusters
  Score: Raw -1357125.896239 + Penalty 3077.301299 = -1354048.594941
  nChanged 0
		SP:Iteration 98F (100146.210000 sec): 3 clusters
  Score: Raw -1357125.896239 + Penalty 3077.301299 = -1354048.594941
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100146.270000 sec): 2 clusters
  Score: Raw -113648.330108 + Penalty 1168.729585 = -112479.600524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100146.300000 sec): 3 clusters
  Score: Raw -113195.790485 + Penalty 2337.459169 = -110858.331316
  nChanged 433
		SP:Iteration 1F (100146.330000 sec): 3 clusters
  Score: Raw -113627.885847 + Penalty 2337.459169 = -111290.426678
  nChanged 115
		SP:Iteration 2F (100146.360000 sec): 3 clusters
  Score: Raw -113764.696003 + Penalty 2337.459169 = -111427.236834
  nChanged 72
		SP:Iteration 3F (100146.390000 sec): 3 clusters
  Score: Raw -113870.508593 + Penalty 2337.459169 = -111533.049424
  nChanged 59
		SP:Iteration 4Q (100146.420000 sec): 3 clusters
  Score: Raw -113947.540956 + Penalty 2337.459169 = -111610.081787
  nChanged 54
		SP:Iteration 5Q (100146.450000 sec): 3 clusters
  Score: Raw -114010.712122 + Penalty 2337.459169 = -111673.252953
  nChanged 42
		SP:Iteration 6Q (100146.480000 sec): 3 clusters
  Score: Raw -114081.584909 + Penalty 2337.459169 = -111744.125739
  nChanged 51
		SP:Iteration 7Q (100146.500000 sec): 3 clusters
  Score: Raw -114154.182133 + Penalty 2337.459169 = -111816.722964
  nChanged 49
		SP:Iteration 8Q (100146.530000 sec): 3 clusters
  Score: Raw -114221.440756 + Penalty 2337.459169 = -111883.981587
  nChanged 39
		SP:Iteration 9Q (100146.560000 sec): 3 clusters
  Score: Raw -114268.899141 + Penalty 2337.459169 = -111931.439972
  nChanged 31
		SP:Iteration 10Q (100146.580000 sec): 3 clusters
  Score: Raw -114330.000019 + Penalty 2337.459169 = -111992.540850
  nChanged 22
		SP:Iteration 11Q (100146.610000 sec): 3 clusters
  Score: Raw -114357.983963 + Penalty 2337.459169 = -112020.524794
  nChanged 15
		SP:Iteration 12Q (100146.640000 sec): 3 clusters
  Score: Raw -114374.805899 + Penalty 2337.459169 = -112037.346730
  nChanged 10
		SP:Iteration 13Q (100146.660000 sec): 3 clusters
  Score: Raw -114384.984318 + Penalty 2337.459169 = -112047.525149
  nChanged 6
		SP:Iteration 14Q (100146.690000 sec): 3 clusters
  Score: Raw -114387.326916 + Penalty 2337.459169 = -112049.867747
  nChanged 2
		SP:Iteration 15Q (100146.710000 sec): 3 clusters
  Score: Raw -114388.096747 + Penalty 2337.459169 = -112050.637578
  nChanged 1
		SP:Iteration 16Q (100146.740000 sec): 3 clusters
  Score: Raw -114388.761860 + Penalty 2337.459169 = -112051.302691
  nChanged 1
		SP:Iteration 17Q (100146.760000 sec): 3 clusters
  Score: Raw -114389.478290 + Penalty 2337.459169 = -112052.019121
  nChanged 2
		SP:Iteration 18Q (100146.790000 sec): 3 clusters
  Score: Raw -114390.512597 + Penalty 2337.459169 = -112053.053428
  nChanged 0
		SP:Iteration 19F (100146.820000 sec): 3 clusters
  Score: Raw -114390.512597 + Penalty 2337.459169 = -112053.053428
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (4099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100146.900000 sec): 2 clusters
  Score: Raw -423251.153769 + Penalty 1351.755977 = -421899.397792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100146.980000 sec): 3 clusters
  Score: Raw -421220.876376 + Penalty 2703.511954 = -418517.364421
  nChanged 1578
		SP:Iteration 1F (100147.070000 sec): 3 clusters
  Score: Raw -422125.158978 + Penalty 2703.511954 = -419421.647024
  nChanged 314
		SP:Iteration 2F (100147.140000 sec): 3 clusters
  Score: Raw -422301.976007 + Penalty 2703.511954 = -419598.464053
  nChanged 220
		SP:Iteration 3F (100147.220000 sec): 3 clusters
  Score: Raw -422407.388184 + Penalty 2703.511954 = -419703.876230
  nChanged 145
		SP:Iteration 4Q (100147.300000 sec): 3 clusters
  Score: Raw -422474.947196 + Penalty 2703.511954 = -419771.435242
  nChanged 116
		SP:Iteration 5Q (100147.380000 sec): 3 clusters
  Score: Raw -422532.292112 + Penalty 2703.511954 = -419828.780158
  nChanged 119
		SP:Iteration 6Q (100147.460000 sec): 3 clusters
  Score: Raw -422590.132163 + Penalty 2703.511954 = -419886.620209
  nChanged 115
		SP:Iteration 7Q (100147.550000 sec): 3 clusters
  Score: Raw -422647.228137 + Penalty 2703.511954 = -419943.716183
  nChanged 111
		SP:Iteration 8Q (100147.620000 sec): 3 clusters
  Score: Raw -422695.274992 + Penalty 2703.511954 = -419991.763037
  nChanged 96
		SP:Iteration 9Q (100147.700000 sec): 3 clusters
  Score: Raw -422735.171620 + Penalty 2703.511954 = -420031.659666
  nChanged 68
		SP:Iteration 10Q (100147.780000 sec): 3 clusters
  Score: Raw -422764.060127 + Penalty 2703.511954 = -420060.548173
  nChanged 65
		SP:Iteration 11Q (100147.860000 sec): 3 clusters
  Score: Raw -422787.212439 + Penalty 2703.511954 = -420083.700485
  nChanged 45
		SP:Iteration 12Q (100147.940000 sec): 3 clusters
  Score: Raw -422799.447573 + Penalty 2703.511954 = -420095.935618
  nChanged 33
		SP:Iteration 13Q (100148.020000 sec): 3 clusters
  Score: Raw -422811.243670 + Penalty 2703.511954 = -420107.731716
  nChanged 41
		SP:Iteration 14Q (100148.090000 sec): 3 clusters
  Score: Raw -422826.801258 + Penalty 2703.511954 = -420123.289303
  nChanged 44
		SP:Iteration 15Q (100148.170000 sec): 3 clusters
  Score: Raw -422844.797246 + Penalty 2703.511954 = -420141.285291
  nChanged 53
		SP:Iteration 16Q (100148.250000 sec): 3 clusters
  Score: Raw -422863.089410 + Penalty 2703.511954 = -420159.577456
  nChanged 49
		SP:Iteration 17Q (100148.330000 sec): 3 clusters
  Score: Raw -422878.424542 + Penalty 2703.511954 = -420174.912588
  nChanged 48
		SP:Iteration 18Q (100148.410000 sec): 3 clusters
  Score: Raw -422894.410231 + Penalty 2703.511954 = -420190.898277
  nChanged 41
		SP:Iteration 19Q (100148.490000 sec): 3 clusters
  Score: Raw -422909.528830 + Penalty 2703.511954 = -420206.016876
  nChanged 44
		SP:Iteration 20F (100148.570000 sec): 3 clusters
  Score: Raw -422925.169156 + Penalty 2703.511954 = -420221.657202
  nChanged 52
		SP:Iteration 21Q (100148.640000 sec): 3 clusters
  Score: Raw -422944.348299 + Penalty 2703.511954 = -420240.836344
  nChanged 44
		SP:Iteration 22Q (100148.720000 sec): 3 clusters
  Score: Raw -422958.611235 + Penalty 2703.511954 = -420255.099281
  nChanged 40
		SP:Iteration 23Q (100148.800000 sec): 3 clusters
  Score: Raw -422973.003015 + Penalty 2703.511954 = -420269.491061
  nChanged 35
		SP:Iteration 24Q (100148.880000 sec): 3 clusters
  Score: Raw -422984.257538 + Penalty 2703.511954 = -420280.745584
  nChanged 32
		SP:Iteration 25Q (100148.960000 sec): 3 clusters
  Score: Raw -422997.277910 + Penalty 2703.511954 = -420293.765955
  nChanged 42
		SP:Iteration 26Q (100149.030000 sec): 3 clusters
  Score: Raw -423012.356656 + Penalty 2703.511954 = -420308.844702
  nChanged 45
		SP:Iteration 27Q (100149.110000 sec): 3 clusters
  Score: Raw -423029.416804 + Penalty 2703.511954 = -420325.904849
  nChanged 42
		SP:Iteration 28Q (100149.190000 sec): 3 clusters
  Score: Raw -423048.262240 + Penalty 2703.511954 = -420344.750286
  nChanged 54
		SP:Iteration 29Q (100149.270000 sec): 3 clusters
  Score: Raw -423070.432760 + Penalty 2703.511954 = -420366.920806
  nChanged 53
		SP:Iteration 30Q (100149.350000 sec): 3 clusters
  Score: Raw -423092.903313 + Penalty 2703.511954 = -420389.391359
  nChanged 57
		SP:Iteration 31Q (100149.430000 sec): 3 clusters
  Score: Raw -423118.343648 + Penalty 2703.511954 = -420414.831694
  nChanged 60
		SP:Iteration 32Q (100149.510000 sec): 3 clusters
  Score: Raw -423148.241775 + Penalty 2703.511954 = -420444.729821
  nChanged 59
		SP:Iteration 33Q (100149.580000 sec): 3 clusters
  Score: Raw -423177.121700 + Penalty 2703.511954 = -420473.609745
  nChanged 53
		SP:Iteration 34Q (100149.660000 sec): 3 clusters
  Score: Raw -423208.823895 + Penalty 2703.511954 = -420505.311941
  nChanged 56
		SP:Iteration 35Q (100149.740000 sec): 3 clusters
  Score: Raw -423243.008314 + Penalty 2703.511954 = -420539.496359
  nChanged 58
		SP:Iteration 36Q (100149.810000 sec): 3 clusters
  Score: Raw -423272.469213 + Penalty 2703.511954 = -420568.957259
  nChanged 67
		SP:Iteration 37Q (100149.890000 sec): 3 clusters
  Score: Raw -423304.264771 + Penalty 2703.511954 = -420600.752817
  nChanged 53
		SP:Iteration 38Q (100149.970000 sec): 3 clusters
  Score: Raw -423327.820774 + Penalty 2703.511954 = -420624.308820
  nChanged 44
		SP:Iteration 39Q (100150.040000 sec): 3 clusters
  Score: Raw -423347.071540 + Penalty 2703.511954 = -420643.559586
  nChanged 38
		SP:Iteration 40F (100150.120000 sec): 3 clusters
  Score: Raw -423364.675899 + Penalty 2703.511954 = -420661.163945
  nChanged 36
		SP:Iteration 41Q (100150.200000 sec): 3 clusters
  Score: Raw -423377.116721 + Penalty 2703.511954 = -420673.604767
  nChanged 28
		SP:Iteration 42Q (100150.270000 sec): 3 clusters
  Score: Raw -423389.336366 + Penalty 2703.511954 = -420685.824412
  nChanged 32
		SP:Iteration 43Q (100150.350000 sec): 3 clusters
  Score: Raw -423402.644857 + Penalty 2703.511954 = -420699.132903
  nChanged 36
		SP:Iteration 44Q (100150.430000 sec): 3 clusters
  Score: Raw -423415.374063 + Penalty 2703.511954 = -420711.862109
  nChanged 27
		SP:Iteration 45Q (100150.500000 sec): 3 clusters
  Score: Raw -423423.112514 + Penalty 2703.511954 = -420719.600560
  nChanged 24
		SP:Iteration 46Q (100150.580000 sec): 3 clusters
  Score: Raw -423430.720487 + Penalty 2703.511954 = -420727.208533
  nChanged 25
		SP:Iteration 47Q (100150.650000 sec): 3 clusters
  Score: Raw -423438.208522 + Penalty 2703.511954 = -420734.696568
  nChanged 19
		SP:Iteration 48Q (100150.730000 sec): 3 clusters
  Score: Raw -423442.912269 + Penalty 2703.511954 = -420739.400315
  nChanged 13
		SP:Iteration 49Q (100150.810000 sec): 3 clusters
  Score: Raw -423447.369950 + Penalty 2703.511954 = -420743.857996
  nChanged 16
		SP:Iteration 50Q (100150.890000 sec): 3 clusters
  Score: Raw -423453.508300 + Penalty 2703.511954 = -420749.996346
  nChanged 12
		SP:Iteration 51Q (100150.960000 sec): 3 clusters
  Score: Raw -423456.763758 + Penalty 2703.511954 = -420753.251804
  nChanged 8
		SP:Iteration 52Q (100151.040000 sec): 3 clusters
  Score: Raw -423459.288560 + Penalty 2703.511954 = -420755.776606
  nChanged 11
		SP:Iteration 53Q (100151.110000 sec): 3 clusters
  Score: Raw -423461.751518 + Penalty 2703.511954 = -420758.239564
  nChanged 7
		SP:Iteration 54Q (100151.190000 sec): 3 clusters
  Score: Raw -423463.582044 + Penalty 2703.511954 = -420760.070090
  nChanged 6
		SP:Iteration 55Q (100151.270000 sec): 3 clusters
  Score: Raw -423465.673274 + Penalty 2703.511954 = -420762.161320
  nChanged 3
		SP:Iteration 56Q (100151.340000 sec): 3 clusters
  Score: Raw -423466.568064 + Penalty 2703.511954 = -420763.056110
  nChanged 5
		SP:Iteration 57Q (100151.420000 sec): 3 clusters
  Score: Raw -423468.088023 + Penalty 2703.511954 = -420764.576068
  nChanged 5
		SP:Iteration 58Q (100151.490000 sec): 3 clusters
  Score: Raw -423468.978485 + Penalty 2703.511954 = -420765.466531
  nChanged 2
		SP:Iteration 59Q (100151.570000 sec): 3 clusters
  Score: Raw -423469.294101 + Penalty 2703.511954 = -420765.782147
  nChanged 1
		SP:Iteration 60F (100151.650000 sec): 3 clusters
  Score: Raw -423469.415039 + Penalty 2703.511954 = -420765.903085
  nChanged 1
		SP:Iteration 61Q (100151.720000 sec): 3 clusters
  Score: Raw -423469.494056 + Penalty 2703.511954 = -420765.982102
  nChanged 0
		SP:Iteration 62F (100151.800000 sec): 3 clusters
  Score: Raw -423469.494056 + Penalty 2703.511954 = -420765.982102
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100151.860000 sec): 2 clusters
  Score: Raw -179267.219303 + Penalty 1223.004073 = -178044.215229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100151.900000 sec): 3 clusters
  Score: Raw -178465.813982 + Penalty 2446.008147 = -176019.805835
  nChanged 661
		SP:Iteration 1F (100151.930000 sec): 3 clusters
  Score: Raw -178883.317585 + Penalty 2446.008147 = -176437.309438
  nChanged 146
		SP:Iteration 2F (100151.970000 sec): 3 clusters
  Score: Raw -178979.331474 + Penalty 2446.008147 = -176533.323327
  nChanged 70
		SP:Iteration 3Q (100152.010000 sec): 3 clusters
  Score: Raw -179026.339716 + Penalty 2446.008147 = -176580.331569
  nChanged 55
		SP:Iteration 4Q (100152.040000 sec): 3 clusters
  Score: Raw -179058.348514 + Penalty 2446.008147 = -176612.340368
  nChanged 36
		SP:Iteration 5Q (100152.080000 sec): 3 clusters
  Score: Raw -179081.298021 + Penalty 2446.008147 = -176635.289874
  nChanged 33
		SP:Iteration 6Q (100152.110000 sec): 3 clusters
  Score: Raw -179101.649250 + Penalty 2446.008147 = -176655.641104
  nChanged 34
		SP:Iteration 7Q (100152.150000 sec): 3 clusters
  Score: Raw -179121.915686 + Penalty 2446.008147 = -176675.907540
  nChanged 29
		SP:Iteration 8Q (100152.190000 sec): 3 clusters
  Score: Raw -179138.267413 + Penalty 2446.008147 = -176692.259266
  nChanged 23
		SP:Iteration 9Q (100152.230000 sec): 3 clusters
  Score: Raw -179152.008340 + Penalty 2446.008147 = -176706.000193
  nChanged 24
		SP:Iteration 10Q (100152.260000 sec): 3 clusters
  Score: Raw -179164.875881 + Penalty 2446.008147 = -176718.867735
  nChanged 17
		SP:Iteration 11Q (100152.300000 sec): 3 clusters
  Score: Raw -179174.237610 + Penalty 2446.008147 = -176728.229464
  nChanged 20
		SP:Iteration 12Q (100152.330000 sec): 3 clusters
  Score: Raw -179187.624628 + Penalty 2446.008147 = -176741.616481
  nChanged 26
		SP:Iteration 13Q (100152.370000 sec): 3 clusters
  Score: Raw -179200.267897 + Penalty 2446.008147 = -176754.259750
  nChanged 19
		SP:Iteration 14Q (100152.410000 sec): 3 clusters
  Score: Raw -179210.905077 + Penalty 2446.008147 = -176764.896930
  nChanged 18
		SP:Iteration 15Q (100152.450000 sec): 3 clusters
  Score: Raw -179225.068151 + Penalty 2446.008147 = -176779.060004
  nChanged 17
		SP:Iteration 16Q (100152.480000 sec): 3 clusters
  Score: Raw -179238.331192 + Penalty 2446.008147 = -176792.323045
  nChanged 17
		SP:Iteration 17Q (100152.520000 sec): 3 clusters
  Score: Raw -179251.434593 + Penalty 2446.008147 = -176805.426447
  nChanged 19
		SP:Iteration 18Q (100152.550000 sec): 3 clusters
  Score: Raw -179263.964284 + Penalty 2446.008147 = -176817.956137
  nChanged 14
		SP:Iteration 19Q (100152.590000 sec): 3 clusters
  Score: Raw -179272.708967 + Penalty 2446.008147 = -176826.700821
  nChanged 11
		SP:Iteration 20F (100152.630000 sec): 3 clusters
  Score: Raw -179278.413237 + Penalty 2446.008147 = -176832.405091
  nChanged 7
		SP:Iteration 21Q (100152.660000 sec): 3 clusters
  Score: Raw -179284.860173 + Penalty 2446.008147 = -176838.852026
  nChanged 15
		SP:Iteration 22Q (100152.700000 sec): 3 clusters
  Score: Raw -179294.002860 + Penalty 2446.008147 = -176847.994714
  nChanged 9
		SP:Iteration 23Q (100152.730000 sec): 3 clusters
  Score: Raw -179299.947564 + Penalty 2446.008147 = -176853.939417
  nChanged 9
		SP:Iteration 24Q (100152.770000 sec): 3 clusters
  Score: Raw -179302.894888 + Penalty 2446.008147 = -176856.886741
  nChanged 4
		SP:Iteration 25Q (100152.810000 sec): 3 clusters
  Score: Raw -179305.373744 + Penalty 2446.008147 = -176859.365597
  nChanged 1
		SP:Iteration 26Q (100152.840000 sec): 3 clusters
  Score: Raw -179305.852046 + Penalty 2446.008147 = -176859.843899
  nChanged 4
		SP:Iteration 27Q (100152.880000 sec): 3 clusters
  Score: Raw -179308.448371 + Penalty 2446.008147 = -176862.440224
  nChanged 1
		SP:Iteration 28Q (100152.910000 sec): 3 clusters
  Score: Raw -179308.823628 + Penalty 2446.008147 = -176862.815481
  nChanged 0
		SP:Iteration 29F (100152.950000 sec): 3 clusters
  Score: Raw -179308.823628 + Penalty 2446.008147 = -176862.815481
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (8579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100153.070000 sec): 2 clusters
  Score: Raw -730329.309033 + Penalty 1471.774303 = -728857.534730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100153.200000 sec): 3 clusters
  Score: Raw -725478.219055 + Penalty 2943.548607 = -722534.670448
  nChanged 3665
		SP:Iteration 1F (100153.330000 sec): 3 clusters
  Score: Raw -727680.235147 + Penalty 2943.548607 = -724736.686540
  nChanged 725
		SP:Iteration 2F (100153.470000 sec): 3 clusters
  Score: Raw -728191.704146 + Penalty 2943.548607 = -725248.155540
  nChanged 665
		SP:Iteration 3F (100153.610000 sec): 3 clusters
  Score: Raw -728601.118678 + Penalty 2943.548607 = -725657.570071
  nChanged 553
		SP:Iteration 4F (100153.750000 sec): 3 clusters
  Score: Raw -728910.180376 + Penalty 2943.548607 = -725966.631770
  nChanged 429
		SP:Iteration 5F (100153.880000 sec): 3 clusters
  Score: Raw -729130.204695 + Penalty 2943.548607 = -726186.656089
  nChanged 360
		SP:Iteration 6Q (100154.010000 sec): 3 clusters
  Score: Raw -729289.961537 + Penalty 2943.548607 = -726346.412931
  nChanged 316
		SP:Iteration 7Q (100154.140000 sec): 3 clusters
  Score: Raw -729455.841685 + Penalty 2943.548607 = -726512.293078
  nChanged 301
		SP:Iteration 8Q (100154.280000 sec): 3 clusters
  Score: Raw -729602.425361 + Penalty 2943.548607 = -726658.876754
  nChanged 279
		SP:Iteration 9Q (100154.420000 sec): 3 clusters
  Score: Raw -729728.112443 + Penalty 2943.548607 = -726784.563837
  nChanged 246
		SP:Iteration 10Q (100154.560000 sec): 3 clusters
  Score: Raw -729830.320865 + Penalty 2943.548607 = -726886.772258
  nChanged 205
		SP:Iteration 11Q (100154.700000 sec): 3 clusters
  Score: Raw -729905.234027 + Penalty 2943.548607 = -726961.685420
  nChanged 168
		SP:Iteration 12Q (100154.840000 sec): 3 clusters
  Score: Raw -729965.487815 + Penalty 2943.548607 = -727021.939208
  nChanged 166
		SP:Iteration 13Q (100154.970000 sec): 3 clusters
  Score: Raw -730019.877366 + Penalty 2943.548607 = -727076.328759
  nChanged 143
		SP:Iteration 14Q (100155.100000 sec): 3 clusters
  Score: Raw -730062.846347 + Penalty 2943.548607 = -727119.297740
  nChanged 129
		SP:Iteration 15Q (100155.240000 sec): 3 clusters
  Score: Raw -730105.838753 + Penalty 2943.548607 = -727162.290146
  nChanged 138
		SP:Iteration 16Q (100155.380000 sec): 3 clusters
  Score: Raw -730162.383051 + Penalty 2943.548607 = -727218.834445
  nChanged 130
		SP:Iteration 17Q (100155.520000 sec): 3 clusters
  Score: Raw -730211.531944 + Penalty 2943.548607 = -727267.983338
  nChanged 124
		SP:Iteration 18Q (100155.660000 sec): 3 clusters
  Score: Raw -730259.858105 + Penalty 2943.548607 = -727316.309499
  nChanged 129
		SP:Iteration 19Q (100155.800000 sec): 3 clusters
  Score: Raw -730311.481290 + Penalty 2943.548607 = -727367.932683
  nChanged 117
		SP:Iteration 20F (100155.930000 sec): 3 clusters
  Score: Raw -730348.600583 + Penalty 2943.548607 = -727405.051977
  nChanged 100
		SP:Iteration 21Q (100156.060000 sec): 3 clusters
  Score: Raw -730381.732852 + Penalty 2943.548607 = -727438.184246
  nChanged 99
		SP:Iteration 22Q (100156.200000 sec): 3 clusters
  Score: Raw -730412.053941 + Penalty 2943.548607 = -727468.505334
  nChanged 100
		SP:Iteration 23Q (100156.340000 sec): 3 clusters
  Score: Raw -730442.214049 + Penalty 2943.548607 = -727498.665442
  nChanged 85
		SP:Iteration 24Q (100156.480000 sec): 3 clusters
  Score: Raw -730467.283399 + Penalty 2943.548607 = -727523.734792
  nChanged 76
		SP:Iteration 25Q (100156.620000 sec): 3 clusters
  Score: Raw -730487.420080 + Penalty 2943.548607 = -727543.871473
  nChanged 75
		SP:Iteration 26Q (100156.760000 sec): 3 clusters
  Score: Raw -730509.020469 + Penalty 2943.548607 = -727565.471863
  nChanged 77
		SP:Iteration 27Q (100156.890000 sec): 3 clusters
  Score: Raw -730537.684738 + Penalty 2943.548607 = -727594.136131
  nChanged 88
		SP:Iteration 28Q (100157.010000 sec): 3 clusters
  Score: Raw -730571.893578 + Penalty 2943.548607 = -727628.344972
  nChanged 87
		SP:Iteration 29Q (100157.150000 sec): 3 clusters
  Score: Raw -730614.850109 + Penalty 2943.548607 = -727671.301503
  nChanged 100
		SP:Iteration 30Q (100157.290000 sec): 3 clusters
  Score: Raw -730655.497659 + Penalty 2943.548607 = -727711.949052
  nChanged 86
		SP:Iteration 31Q (100157.430000 sec): 3 clusters
  Score: Raw -730690.096611 + Penalty 2943.548607 = -727746.548004
  nChanged 91
		SP:Iteration 32Q (100157.560000 sec): 3 clusters
  Score: Raw -730729.368377 + Penalty 2943.548607 = -727785.819770
  nChanged 84
		SP:Iteration 33Q (100157.700000 sec): 3 clusters
  Score: Raw -730765.915935 + Penalty 2943.548607 = -727822.367328
  nChanged 86
		SP:Iteration 34Q (100157.830000 sec): 3 clusters
  Score: Raw -730801.187012 + Penalty 2943.548607 = -727857.638406
  nChanged 77
		SP:Iteration 35Q (100157.960000 sec): 3 clusters
  Score: Raw -730835.727266 + Penalty 2943.548607 = -727892.178659
  nChanged 66
		SP:Iteration 36Q (100158.090000 sec): 3 clusters
  Score: Raw -730868.498362 + Penalty 2943.548607 = -727924.949756
  nChanged 71
		SP:Iteration 37Q (100158.220000 sec): 3 clusters
  Score: Raw -730903.005408 + Penalty 2943.548607 = -727959.456802
  nChanged 63
		SP:Iteration 38Q (100158.350000 sec): 3 clusters
  Score: Raw -730932.945178 + Penalty 2943.548607 = -727989.396571
  nChanged 43
		SP:Iteration 39Q (100158.490000 sec): 3 clusters
  Score: Raw -730955.000994 + Penalty 2943.548607 = -728011.452387
  nChanged 47
		SP:Iteration 40F (100158.620000 sec): 3 clusters
  Score: Raw -730981.342807 + Penalty 2943.548607 = -728037.794201
  nChanged 40
		SP:Iteration 41Q (100158.750000 sec): 3 clusters
  Score: Raw -730998.922945 + Penalty 2943.548607 = -728055.374338
  nChanged 37
		SP:Iteration 42Q (100158.890000 sec): 3 clusters
  Score: Raw -731023.290488 + Penalty 2943.548607 = -728079.741882
  nChanged 38
		SP:Iteration 43Q (100159.010000 sec): 3 clusters
  Score: Raw -731045.892739 + Penalty 2943.548607 = -728102.344132
  nChanged 34
		SP:Iteration 44Q (100159.130000 sec): 3 clusters
  Score: Raw -731065.341893 + Penalty 2943.548607 = -728121.793287
  nChanged 24
		SP:Iteration 45Q (100159.260000 sec): 3 clusters
  Score: Raw -731078.669220 + Penalty 2943.548607 = -728135.120614
  nChanged 19
		SP:Iteration 46Q (100159.390000 sec): 3 clusters
  Score: Raw -731087.271768 + Penalty 2943.548607 = -728143.723161
  nChanged 20
		SP:Iteration 47Q (100159.530000 sec): 3 clusters
  Score: Raw -731094.912121 + Penalty 2943.548607 = -728151.363515
  nChanged 16
		SP:Iteration 48Q (100159.660000 sec): 3 clusters
  Score: Raw -731102.022783 + Penalty 2943.548607 = -728158.474177
  nChanged 16
		SP:Iteration 49Q (100159.790000 sec): 3 clusters
  Score: Raw -731110.771351 + Penalty 2943.548607 = -728167.222745
  nChanged 8
		SP:Iteration 50Q (100159.920000 sec): 3 clusters
  Score: Raw -731115.437108 + Penalty 2943.548607 = -728171.888501
  nChanged 12
		SP:Iteration 51Q (100160.050000 sec): 3 clusters
  Score: Raw -731120.651599 + Penalty 2943.548607 = -728177.102992
  nChanged 13
		SP:Iteration 52Q (100160.190000 sec): 3 clusters
  Score: Raw -731127.177223 + Penalty 2943.548607 = -728183.628616
  nChanged 6
		SP:Iteration 53Q (100160.320000 sec): 3 clusters
  Score: Raw -731129.248731 + Penalty 2943.548607 = -728185.700125
  nChanged 5
		SP:Iteration 54Q (100160.440000 sec): 3 clusters
  Score: Raw -731133.179356 + Penalty 2943.548607 = -728189.630749
  nChanged 7
		SP:Iteration 55Q (100160.560000 sec): 3 clusters
  Score: Raw -731137.043609 + Penalty 2943.548607 = -728193.495002
  nChanged 4
		SP:Iteration 56Q (100160.700000 sec): 3 clusters
  Score: Raw -731139.746129 + Penalty 2943.548607 = -728196.197523
  nChanged 8
		SP:Iteration 57Q (100160.820000 sec): 3 clusters
  Score: Raw -731143.640768 + Penalty 2943.548607 = -728200.092161
  nChanged 7
		SP:Iteration 58Q (100160.960000 sec): 3 clusters
  Score: Raw -731148.889059 + Penalty 2943.548607 = -728205.340452
  nChanged 8
		SP:Iteration 59Q (100161.090000 sec): 3 clusters
  Score: Raw -731155.286720 + Penalty 2943.548607 = -728211.738113
  nChanged 6
		SP:Iteration 60F (100161.220000 sec): 3 clusters
  Score: Raw -731157.961438 + Penalty 2943.548607 = -728214.412831
  nChanged 6
		SP:Iteration 61Q (100161.350000 sec): 3 clusters
  Score: Raw -731159.962252 + Penalty 2943.548607 = -728216.413646
  nChanged 3
		SP:Iteration 62Q (100161.480000 sec): 3 clusters
  Score: Raw -731161.709458 + Penalty 2943.548607 = -728218.160851
  nChanged 2
		SP:Iteration 63Q (100161.610000 sec): 3 clusters
  Score: Raw -731162.680929 + Penalty 2943.548607 = -728219.132322
  nChanged 1
		SP:Iteration 64Q (100161.720000 sec): 3 clusters
  Score: Raw -731163.728755 + Penalty 2943.548607 = -728220.180149
  nChanged 4
		SP:Iteration 65Q (100161.850000 sec): 3 clusters
  Score: Raw -731166.235106 + Penalty 2943.548607 = -728222.686499
  nChanged 1
		SP:Iteration 66Q (100161.980000 sec): 3 clusters
  Score: Raw -731166.528153 + Penalty 2943.548607 = -728222.979547
  nChanged 1
		SP:Iteration 67Q (100162.120000 sec): 3 clusters
  Score: Raw -731166.719844 + Penalty 2943.548607 = -728223.171238
  nChanged 0
		SP:Iteration 68F (100162.260000 sec): 3 clusters
  Score: Raw -731166.719844 + Penalty 2943.548607 = -728223.171238
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100162.340000 sec): 2 clusters
  Score: Raw -238969.593294 + Penalty 1260.937299 = -237708.655994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100162.400000 sec): 3 clusters
  Score: Raw -237902.598324 + Penalty 2521.874599 = -235380.723725
  nChanged 834
		SP:Iteration 1F (100162.450000 sec): 3 clusters
  Score: Raw -238373.051057 + Penalty 2521.874599 = -235851.176458
  nChanged 177
		SP:Iteration 2F (100162.500000 sec): 3 clusters
  Score: Raw -238486.046805 + Penalty 2521.874599 = -235964.172206
  nChanged 132
		SP:Iteration 3F (100162.540000 sec): 3 clusters
  Score: Raw -238570.350015 + Penalty 2521.874599 = -236048.475416
  nChanged 95
		SP:Iteration 4Q (100162.590000 sec): 3 clusters
  Score: Raw -238626.811876 + Penalty 2521.874599 = -236104.937277
  nChanged 61
		SP:Iteration 5Q (100162.640000 sec): 3 clusters
  Score: Raw -238662.134821 + Penalty 2521.874599 = -236140.260222
  nChanged 55
		SP:Iteration 6Q (100162.690000 sec): 3 clusters
  Score: Raw -238695.239602 + Penalty 2521.874599 = -236173.365003
  nChanged 49
		SP:Iteration 7Q (100162.740000 sec): 3 clusters
  Score: Raw -238720.207800 + Penalty 2521.874599 = -236198.333201
  nChanged 39
		SP:Iteration 8Q (100162.790000 sec): 3 clusters
  Score: Raw -238748.941602 + Penalty 2521.874599 = -236227.067003
  nChanged 50
		SP:Iteration 9Q (100162.840000 sec): 3 clusters
  Score: Raw -238778.460253 + Penalty 2521.874599 = -236256.585654
  nChanged 43
		SP:Iteration 10Q (100162.880000 sec): 3 clusters
  Score: Raw -238807.425697 + Penalty 2521.874599 = -236285.551098
  nChanged 45
		SP:Iteration 11Q (100162.930000 sec): 3 clusters
  Score: Raw -238833.594529 + Penalty 2521.874599 = -236311.719930
  nChanged 37
		SP:Iteration 12Q (100162.980000 sec): 3 clusters
  Score: Raw -238855.918372 + Penalty 2521.874599 = -236334.043773
  nChanged 35
		SP:Iteration 13Q (100163.030000 sec): 3 clusters
  Score: Raw -238877.274116 + Penalty 2521.874599 = -236355.399518
  nChanged 36
		SP:Iteration 14Q (100163.080000 sec): 3 clusters
  Score: Raw -238899.249299 + Penalty 2521.874599 = -236377.374700
  nChanged 40
		SP:Iteration 15Q (100163.120000 sec): 3 clusters
  Score: Raw -238924.834115 + Penalty 2521.874599 = -236402.959516
  nChanged 43
		SP:Iteration 16Q (100163.170000 sec): 3 clusters
  Score: Raw -238954.500488 + Penalty 2521.874599 = -236432.625889
  nChanged 40
		SP:Iteration 17Q (100163.220000 sec): 3 clusters
  Score: Raw -238981.890134 + Penalty 2521.874599 = -236460.015535
  nChanged 46
		SP:Iteration 18Q (100163.270000 sec): 3 clusters
  Score: Raw -239007.771162 + Penalty 2521.874599 = -236485.896563
  nChanged 39
		SP:Iteration 19Q (100163.320000 sec): 3 clusters
  Score: Raw -239030.261421 + Penalty 2521.874599 = -236508.386822
  nChanged 34
		SP:Iteration 20F (100163.360000 sec): 3 clusters
  Score: Raw -239050.292171 + Penalty 2521.874599 = -236528.417572
  nChanged 29
		SP:Iteration 21Q (100163.410000 sec): 3 clusters
  Score: Raw -239067.343204 + Penalty 2521.874599 = -236545.468605
  nChanged 27
		SP:Iteration 22Q (100163.460000 sec): 3 clusters
  Score: Raw -239078.618619 + Penalty 2521.874599 = -236556.744020
  nChanged 16
		SP:Iteration 23Q (100163.510000 sec): 3 clusters
  Score: Raw -239085.588281 + Penalty 2521.874599 = -236563.713682
  nChanged 14
		SP:Iteration 24Q (100163.560000 sec): 3 clusters
  Score: Raw -239094.900261 + Penalty 2521.874599 = -236573.025662
  nChanged 18
		SP:Iteration 25Q (100163.610000 sec): 3 clusters
  Score: Raw -239105.291305 + Penalty 2521.874599 = -236583.416707
  nChanged 18
		SP:Iteration 26Q (100163.650000 sec): 3 clusters
  Score: Raw -239113.029430 + Penalty 2521.874599 = -236591.154831
  nChanged 8
		SP:Iteration 27Q (100163.700000 sec): 3 clusters
  Score: Raw -239116.462864 + Penalty 2521.874599 = -236594.588265
  nChanged 8
		SP:Iteration 28Q (100163.750000 sec): 3 clusters
  Score: Raw -239119.378099 + Penalty 2521.874599 = -236597.503500
  nChanged 3
		SP:Iteration 29Q (100163.790000 sec): 3 clusters
  Score: Raw -239120.071019 + Penalty 2521.874599 = -236598.196420
  nChanged 2
		SP:Iteration 30Q (100163.840000 sec): 3 clusters
  Score: Raw -239120.569657 + Penalty 2521.874599 = -236598.695058
  nChanged 1
		SP:Iteration 31Q (100163.890000 sec): 3 clusters
  Score: Raw -239120.895639 + Penalty 2521.874599 = -236599.021040
  nChanged 0
		SP:Iteration 32F (100163.940000 sec): 3 clusters
  Score: Raw -239120.895639 + Penalty 2521.874599 = -236599.021040
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100164.110000 sec): 2 clusters
  Score: Raw -1170454.858935 + Penalty 1526.361721 = -1168928.497214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100164.300000 sec): 3 clusters
  Score: Raw -1163581.955979 + Penalty 3052.723442 = -1160529.232537
  nChanged 5260
		SP:Iteration 1F (100164.480000 sec): 3 clusters
  Score: Raw -1166478.270925 + Penalty 3052.723442 = -1163425.547483
  nChanged 792
		SP:Iteration 2F (100164.670000 sec): 3 clusters
  Score: Raw -1166948.046346 + Penalty 3052.723442 = -1163895.322904
  nChanged 769
		SP:Iteration 3F (100164.860000 sec): 3 clusters
  Score: Raw -1167423.862881 + Penalty 3052.723442 = -1164371.139438
  nChanged 768
		SP:Iteration 4F (100165.050000 sec): 3 clusters
  Score: Raw -1167915.242971 + Penalty 3052.723442 = -1164862.519528
  nChanged 695
		SP:Iteration 5F (100165.250000 sec): 3 clusters
  Score: Raw -1168345.898135 + Penalty 3052.723442 = -1165293.174693
  nChanged 643
		SP:Iteration 6F (100165.440000 sec): 3 clusters
  Score: Raw -1168707.909517 + Penalty 3052.723442 = -1165655.186074
  nChanged 520
		SP:Iteration 7Q (100165.630000 sec): 3 clusters
  Score: Raw -1168956.169805 + Penalty 3052.723442 = -1165903.446363
  nChanged 405
		SP:Iteration 8Q (100165.820000 sec): 3 clusters
  Score: Raw -1169133.396560 + Penalty 3052.723442 = -1166080.673118
  nChanged 374
		SP:Iteration 9Q (100166.020000 sec): 3 clusters
  Score: Raw -1169293.013711 + Penalty 3052.723442 = -1166240.290269
  nChanged 335
		SP:Iteration 10Q (100166.210000 sec): 3 clusters
  Score: Raw -1169422.287568 + Penalty 3052.723442 = -1166369.564125
  nChanged 266
		SP:Iteration 11Q (100166.400000 sec): 3 clusters
  Score: Raw -1169532.835004 + Penalty 3052.723442 = -1166480.111562
  nChanged 248
		SP:Iteration 12Q (100166.590000 sec): 3 clusters
  Score: Raw -1169629.584247 + Penalty 3052.723442 = -1166576.860805
  nChanged 223
		SP:Iteration 13Q (100166.780000 sec): 3 clusters
  Score: Raw -1169704.871933 + Penalty 3052.723442 = -1166652.148491
  nChanged 180
		SP:Iteration 14Q (100166.970000 sec): 3 clusters
  Score: Raw -1169760.152150 + Penalty 3052.723442 = -1166707.428708
  nChanged 170
		SP:Iteration 15Q (100167.160000 sec): 3 clusters
  Score: Raw -1169806.989858 + Penalty 3052.723442 = -1166754.266416
  nChanged 153
		SP:Iteration 16Q (100167.370000 sec): 3 clusters
  Score: Raw -1169851.976518 + Penalty 3052.723442 = -1166799.253076
  nChanged 146
		SP:Iteration 17Q (100167.550000 sec): 3 clusters
  Score: Raw -1169898.135694 + Penalty 3052.723442 = -1166845.412252
  nChanged 144
		SP:Iteration 18Q (100167.730000 sec): 3 clusters
  Score: Raw -1169946.263424 + Penalty 3052.723442 = -1166893.539982
  nChanged 148
		SP:Iteration 19Q (100167.920000 sec): 3 clusters
  Score: Raw -1169994.625661 + Penalty 3052.723442 = -1166941.902219
  nChanged 142
		SP:Iteration 20F (100168.110000 sec): 3 clusters
  Score: Raw -1170041.057695 + Penalty 3052.723442 = -1166988.334253
  nChanged 148
		SP:Iteration 21Q (100168.290000 sec): 3 clusters
  Score: Raw -1170089.897515 + Penalty 3052.723442 = -1167037.174073
  nChanged 154
		SP:Iteration 22Q (100168.480000 sec): 3 clusters
  Score: Raw -1170149.032875 + Penalty 3052.723442 = -1167096.309433
  nChanged 163
		SP:Iteration 23Q (100168.680000 sec): 3 clusters
  Score: Raw -1170219.874692 + Penalty 3052.723442 = -1167167.151250
  nChanged 151
		SP:Iteration 24Q (100168.860000 sec): 3 clusters
  Score: Raw -1170283.939467 + Penalty 3052.723442 = -1167231.216025
  nChanged 139
		SP:Iteration 25Q (100169.050000 sec): 3 clusters
  Score: Raw -1170348.988403 + Penalty 3052.723442 = -1167296.264960
  nChanged 129
		SP:Iteration 26Q (100169.250000 sec): 3 clusters
  Score: Raw -1170405.616909 + Penalty 3052.723442 = -1167352.893467
  nChanged 121
		SP:Iteration 27Q (100169.430000 sec): 3 clusters
  Score: Raw -1170461.081260 + Penalty 3052.723442 = -1167408.357818
  nChanged 110
		SP:Iteration 28Q (100169.610000 sec): 3 clusters
  Score: Raw -1170505.530434 + Penalty 3052.723442 = -1167452.806992
  nChanged 97
		SP:Iteration 29Q (100169.790000 sec): 3 clusters
  Score: Raw -1170547.938509 + Penalty 3052.723442 = -1167495.215066
  nChanged 94
		SP:Iteration 30Q (100169.970000 sec): 3 clusters
  Score: Raw -1170586.549735 + Penalty 3052.723442 = -1167533.826293
  nChanged 86
		SP:Iteration 31Q (100170.150000 sec): 3 clusters
  Score: Raw -1170621.308629 + Penalty 3052.723442 = -1167568.585187
  nChanged 77
		SP:Iteration 32Q (100170.330000 sec): 3 clusters
  Score: Raw -1170652.398348 + Penalty 3052.723442 = -1167599.674905
  nChanged 74
		SP:Iteration 33Q (100170.520000 sec): 3 clusters
  Score: Raw -1170682.823392 + Penalty 3052.723442 = -1167630.099950
  nChanged 68
		SP:Iteration 34Q (100170.700000 sec): 3 clusters
  Score: Raw -1170706.027901 + Penalty 3052.723442 = -1167653.304459
  nChanged 53
		SP:Iteration 35Q (100170.880000 sec): 3 clusters
  Score: Raw -1170725.335433 + Penalty 3052.723442 = -1167672.611991
  nChanged 46
		SP:Iteration 36Q (100171.070000 sec): 3 clusters
  Score: Raw -1170740.666410 + Penalty 3052.723442 = -1167687.942968
  nChanged 38
		SP:Iteration 37Q (100171.240000 sec): 3 clusters
  Score: Raw -1170756.918333 + Penalty 3052.723442 = -1167704.194891
  nChanged 30
		SP:Iteration 38Q (100171.440000 sec): 3 clusters
  Score: Raw -1170767.600407 + Penalty 3052.723442 = -1167714.876964
  nChanged 23
		SP:Iteration 39Q (100171.620000 sec): 3 clusters
  Score: Raw -1170774.732806 + Penalty 3052.723442 = -1167722.009364
  nChanged 20
		SP:Iteration 40F (100171.810000 sec): 3 clusters
  Score: Raw -1170780.600760 + Penalty 3052.723442 = -1167727.877318
  nChanged 20
		SP:Iteration 41Q (100171.980000 sec): 3 clusters
  Score: Raw -1170786.911224 + Penalty 3052.723442 = -1167734.187782
  nChanged 34
		SP:Iteration 42Q (100172.170000 sec): 3 clusters
  Score: Raw -1170801.088890 + Penalty 3052.723442 = -1167748.365448
  nChanged 27
		SP:Iteration 43Q (100172.340000 sec): 3 clusters
  Score: Raw -1170811.706090 + Penalty 3052.723442 = -1167758.982647
  nChanged 26
		SP:Iteration 44Q (100172.540000 sec): 3 clusters
  Score: Raw -1170819.090923 + Penalty 3052.723442 = -1167766.367481
  nChanged 16
		SP:Iteration 45Q (100172.720000 sec): 3 clusters
  Score: Raw -1170826.066206 + Penalty 3052.723442 = -1167773.342764
  nChanged 14
		SP:Iteration 46Q (100172.900000 sec): 3 clusters
  Score: Raw -1170831.664253 + Penalty 3052.723442 = -1167778.940811
  nChanged 10
		SP:Iteration 47Q (100173.100000 sec): 3 clusters
  Score: Raw -1170833.424438 + Penalty 3052.723442 = -1167780.700996
  nChanged 7
		SP:Iteration 48Q (100173.270000 sec): 3 clusters
  Score: Raw -1170835.983048 + Penalty 3052.723442 = -1167783.259606
  nChanged 7
		SP:Iteration 49Q (100173.450000 sec): 3 clusters
  Score: Raw -1170837.665931 + Penalty 3052.723442 = -1167784.942489
  nChanged 8
		SP:Iteration 50Q (100173.640000 sec): 3 clusters
  Score: Raw -1170839.805217 + Penalty 3052.723442 = -1167787.081775
  nChanged 6
		SP:Iteration 51Q (100173.820000 sec): 3 clusters
  Score: Raw -1170841.714636 + Penalty 3052.723442 = -1167788.991194
  nChanged 5
		SP:Iteration 52Q (100173.990000 sec): 3 clusters
  Score: Raw -1170842.854047 + Penalty 3052.723442 = -1167790.130604
  nChanged 6
		SP:Iteration 53Q (100174.190000 sec): 3 clusters
  Score: Raw -1170844.649818 + Penalty 3052.723442 = -1167791.926376
  nChanged 5
		SP:Iteration 54Q (100174.370000 sec): 3 clusters
  Score: Raw -1170846.217685 + Penalty 3052.723442 = -1167793.494243
  nChanged 6
		SP:Iteration 55Q (100174.550000 sec): 3 clusters
  Score: Raw -1170848.361948 + Penalty 3052.723442 = -1167795.638506
  nChanged 6
		SP:Iteration 56Q (100174.720000 sec): 3 clusters
  Score: Raw -1170850.280543 + Penalty 3052.723442 = -1167797.557101
  nChanged 6
		SP:Iteration 57Q (100174.910000 sec): 3 clusters
  Score: Raw -1170852.392183 + Penalty 3052.723442 = -1167799.668741
  nChanged 5
		SP:Iteration 58Q (100175.080000 sec): 3 clusters
  Score: Raw -1170854.501661 + Penalty 3052.723442 = -1167801.778219
  nChanged 4
		SP:Iteration 59Q (100175.280000 sec): 3 clusters
  Score: Raw -1170855.900255 + Penalty 3052.723442 = -1167803.176813
  nChanged 5
		SP:Iteration 60F (100175.470000 sec): 3 clusters
  Score: Raw -1170857.252668 + Penalty 3052.723442 = -1167804.529226
  nChanged 2
		SP:Iteration 61Q (100175.640000 sec): 3 clusters
  Score: Raw -1170857.543214 + Penalty 3052.723442 = -1167804.819772
  nChanged 0
		SP:Iteration 62F (100175.850000 sec): 3 clusters
  Score: Raw -1170857.543214 + Penalty 3052.723442 = -1167804.819772
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100175.910000 sec): 2 clusters
  Score: Raw -170138.193760 + Penalty 1201.704976 = -168936.488784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100175.950000 sec): 3 clusters
  Score: Raw -169470.354508 + Penalty 2403.409953 = -167066.944555
  nChanged 564
		SP:Iteration 1F (100175.980000 sec): 3 clusters
  Score: Raw -169900.984258 + Penalty 2403.409953 = -167497.574306
  nChanged 142
		SP:Iteration 2F (100176.010000 sec): 3 clusters
  Score: Raw -170027.636005 + Penalty 2403.409953 = -167624.226052
  nChanged 78
		SP:Iteration 3Q (100176.050000 sec): 3 clusters
  Score: Raw -170089.992673 + Penalty 2403.409953 = -167686.582720
  nChanged 42
		SP:Iteration 4Q (100176.080000 sec): 3 clusters
  Score: Raw -170121.434669 + Penalty 2403.409953 = -167718.024717
  nChanged 23
		SP:Iteration 5Q (100176.110000 sec): 3 clusters
  Score: Raw -170135.065384 + Penalty 2403.409953 = -167731.655431
  nChanged 15
		SP:Iteration 6Q (100176.150000 sec): 3 clusters
  Score: Raw -170142.765964 + Penalty 2403.409953 = -167739.356012
  nChanged 11
		SP:Iteration 7Q (100176.180000 sec): 3 clusters
  Score: Raw -170149.180971 + Penalty 2403.409953 = -167745.771018
  nChanged 12
		SP:Iteration 8Q (100176.210000 sec): 3 clusters
  Score: Raw -170157.267852 + Penalty 2403.409953 = -167753.857899
  nChanged 8
		SP:Iteration 9Q (100176.250000 sec): 3 clusters
  Score: Raw -170161.879458 + Penalty 2403.409953 = -167758.469505
  nChanged 4
		SP:Iteration 10Q (100176.280000 sec): 3 clusters
  Score: Raw -170164.301165 + Penalty 2403.409953 = -167760.891212
  nChanged 2
		SP:Iteration 11Q (100176.310000 sec): 3 clusters
  Score: Raw -170165.641371 + Penalty 2403.409953 = -167762.231418
  nChanged 2
		SP:Iteration 12Q (100176.340000 sec): 3 clusters
  Score: Raw -170166.452343 + Penalty 2403.409953 = -167763.042390
  nChanged 3
		SP:Iteration 13Q (100176.370000 sec): 3 clusters
  Score: Raw -170168.053066 + Penalty 2403.409953 = -167764.643113
  nChanged 4
		SP:Iteration 14Q (100176.410000 sec): 3 clusters
  Score: Raw -170171.747439 + Penalty 2403.409953 = -167768.337487
  nChanged 5
		SP:Iteration 15Q (100176.440000 sec): 3 clusters
  Score: Raw -170175.945986 + Penalty 2403.409953 = -167772.536033
  nChanged 3
		SP:Iteration 16Q (100176.470000 sec): 3 clusters
  Score: Raw -170177.371465 + Penalty 2403.409953 = -167773.961512
  nChanged 5
		SP:Iteration 17Q (100176.500000 sec): 3 clusters
  Score: Raw -170180.200279 + Penalty 2403.409953 = -167776.790326
  nChanged 5
		SP:Iteration 18Q (100176.530000 sec): 3 clusters
  Score: Raw -170182.759357 + Penalty 2403.409953 = -167779.349404
  nChanged 4
		SP:Iteration 19Q (100176.570000 sec): 3 clusters
  Score: Raw -170184.384599 + Penalty 2403.409953 = -167780.974646
  nChanged 2
		SP:Iteration 20F (100176.600000 sec): 3 clusters
  Score: Raw -170184.914526 + Penalty 2403.409953 = -167781.504573
  nChanged 1
		SP:Iteration 21Q (100176.630000 sec): 3 clusters
  Score: Raw -170185.816245 + Penalty 2403.409953 = -167782.406293
  nChanged 0
		SP:Iteration 22F (100176.660000 sec): 3 clusters
  Score: Raw -170185.816245 + Penalty 2403.409953 = -167782.406293
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (168206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100177.760000 sec): 2 clusters
  Score: Raw -16267803.186759 + Penalty 1955.353513 = -16265847.833246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100179.270000 sec): 3 clusters
  Score: Raw -16156922.862058 + Penalty 3910.707027 = -16153012.155032
  nChanged 81047
		SP:Iteration 1F (100180.780000 sec): 3 clusters
  Score: Raw -16205315.614650 + Penalty 3910.707027 = -16201404.907623
  nChanged 6034
		SP:Iteration 2Q (100182.410000 sec): 3 clusters
  Score: Raw -16206994.030128 + Penalty 3910.707027 = -16203083.323101
  nChanged 6548
		SP:Iteration 3Q (100184.050000 sec): 3 clusters
  Score: Raw -16209134.641951 + Penalty 3910.707027 = -16205223.934924
  nChanged 7309
		SP:Iteration 4Q (100185.700000 sec): 3 clusters
  Score: Raw -16211970.671965 + Penalty 3910.707027 = -16208059.964938
  nChanged 8325
		SP:Iteration 5Q (100187.300000 sec): 3 clusters
  Score: Raw -16215707.046477 + Penalty 3910.707027 = -16211796.339451
  nChanged 9007
		SP:Iteration 6F (100188.810000 sec): 3 clusters
  Score: Raw -16220513.217081 + Penalty 3910.707027 = -16216602.510055
  nChanged 9726
		SP:Iteration 7F (100190.320000 sec): 3 clusters
  Score: Raw -16226309.828686 + Penalty 3910.707027 = -16222399.121659
  nChanged 9707
		SP:Iteration 8F (100191.870000 sec): 3 clusters
  Score: Raw -16232224.148699 + Penalty 3910.707027 = -16228313.441673
  nChanged 9087
		SP:Iteration 9F (100193.400000 sec): 3 clusters
  Score: Raw -16237531.006247 + Penalty 3910.707027 = -16233620.299221
  nChanged 7956
		SP:Iteration 10Q (100195.030000 sec): 3 clusters
  Score: Raw -16241824.607390 + Penalty 3910.707027 = -16237913.900364
  nChanged 6416
		SP:Iteration 11Q (100196.590000 sec): 3 clusters
  Score: Raw -16244644.706968 + Penalty 3910.707027 = -16240733.999941
  nChanged 4543
		SP:Iteration 12Q (100198.170000 sec): 3 clusters
  Score: Raw -16246069.323323 + Penalty 3910.707027 = -16242158.616296
  nChanged 3157
		SP:Iteration 13Q (100199.720000 sec): 3 clusters
  Score: Raw -16246831.445667 + Penalty 3910.707027 = -16242920.738641
  nChanged 2423
		SP:Iteration 14Q (100201.260000 sec): 3 clusters
  Score: Raw -16247349.886446 + Penalty 3910.707027 = -16243439.179419
  nChanged 2120
		SP:Iteration 15Q (100202.790000 sec): 3 clusters
  Score: Raw -16247807.534429 + Penalty 3910.707027 = -16243896.827402
  nChanged 2204
		SP:Iteration 16Q (100204.310000 sec): 3 clusters
  Score: Raw -16248285.876244 + Penalty 3910.707027 = -16244375.169217
  nChanged 2288
		SP:Iteration 17Q (100205.820000 sec): 3 clusters
  Score: Raw -16248801.732660 + Penalty 3910.707027 = -16244891.025634
  nChanged 2363
		SP:Iteration 18Q (100207.350000 sec): 3 clusters
  Score: Raw -16249352.591762 + Penalty 3910.707027 = -16245441.884735
  nChanged 2462
		SP:Iteration 19Q (100208.870000 sec): 3 clusters
  Score: Raw -16249963.106167 + Penalty 3910.707027 = -16246052.399140
  nChanged 2567
		SP:Iteration 20F (100210.360000 sec): 3 clusters
  Score: Raw -16250631.063277 + Penalty 3910.707027 = -16246720.356250
  nChanged 2563
		SP:Iteration 21Q (100211.840000 sec): 3 clusters
  Score: Raw -16251342.799218 + Penalty 3910.707027 = -16247432.092192
  nChanged 2651
		SP:Iteration 22Q (100213.340000 sec): 3 clusters
  Score: Raw -16252136.382600 + Penalty 3910.707027 = -16248225.675574
  nChanged 2778
		SP:Iteration 23Q (100214.800000 sec): 3 clusters
  Score: Raw -16253031.856065 + Penalty 3910.707027 = -16249121.149038
  nChanged 2855
		SP:Iteration 24Q (100216.220000 sec): 3 clusters
  Score: Raw -16254014.130412 + Penalty 3910.707027 = -16250103.423385
  nChanged 2919
		SP:Iteration 25Q (100217.640000 sec): 3 clusters
  Score: Raw -16255105.495933 + Penalty 3910.707027 = -16251194.788906
  nChanged 2994
		SP:Iteration 26Q (100219.040000 sec): 3 clusters
  Score: Raw -16256328.342588 + Penalty 3910.707027 = -16252417.635561
  nChanged 2992
		SP:Iteration 27Q (100220.460000 sec): 3 clusters
  Score: Raw -16257654.361051 + Penalty 3910.707027 = -16253743.654024
  nChanged 3014
		SP:Iteration 28Q (100221.880000 sec): 3 clusters
  Score: Raw -16259117.967983 + Penalty 3910.707027 = -16255207.260956
  nChanged 2912
		SP:Iteration 29Q (100223.310000 sec): 3 clusters
  Score: Raw -16260630.401205 + Penalty 3910.707027 = -16256719.694179
  nChanged 2662
		SP:Iteration 30Q (100224.680000 sec): 3 clusters
  Score: Raw -16262054.815480 + Penalty 3910.707027 = -16258144.108453
  nChanged 2377
		SP:Iteration 31Q (100226.080000 sec): 3 clusters
  Score: Raw -16263368.713626 + Penalty 3910.707027 = -16259458.006600
  nChanged 2094
		SP:Iteration 32Q (100227.430000 sec): 3 clusters
  Score: Raw -16264566.533515 + Penalty 3910.707027 = -16260655.826489
  nChanged 1714
		SP:Iteration 33Q (100228.790000 sec): 3 clusters
  Score: Raw -16265571.323447 + Penalty 3910.707027 = -16261660.616420
  nChanged 1362
		SP:Iteration 34Q (100230.100000 sec): 3 clusters
  Score: Raw -16266386.137854 + Penalty 3910.707027 = -16262475.430827
  nChanged 1042
		SP:Iteration 35Q (100231.430000 sec): 3 clusters
  Score: Raw -16267009.093434 + Penalty 3910.707027 = -16263098.386407
  nChanged 757
		SP:Iteration 36Q (100232.760000 sec): 3 clusters
  Score: Raw -16267493.638293 + Penalty 3910.707027 = -16263582.931266
  nChanged 532
		SP:Iteration 37Q (100234.090000 sec): 3 clusters
  Score: Raw -16267827.503715 + Penalty 3910.707027 = -16263916.796689
  nChanged 348
		SP:Iteration 38Q (100235.420000 sec): 3 clusters
  Score: Raw -16268013.528899 + Penalty 3910.707027 = -16264102.821873
  nChanged 234
		SP:Iteration 39Q (100236.770000 sec): 3 clusters
  Score: Raw -16268129.278506 + Penalty 3910.707027 = -16264218.571480
  nChanged 181
		SP:Iteration 40F (100238.240000 sec): 3 clusters
  Score: Raw -16268221.874709 + Penalty 3910.707027 = -16264311.167683
  nChanged 153
		SP:Iteration 41Q (100239.600000 sec): 3 clusters
  Score: Raw -16268286.203207 + Penalty 3910.707027 = -16264375.496180
  nChanged 106
		SP:Iteration 42Q (100240.950000 sec): 3 clusters
  Score: Raw -16268324.581895 + Penalty 3910.707027 = -16264413.874868
  nChanged 77
		SP:Iteration 43Q (100242.280000 sec): 3 clusters
  Score: Raw -16268350.648294 + Penalty 3910.707027 = -16264439.941268
  nChanged 55
		SP:Iteration 44Q (100243.630000 sec): 3 clusters
  Score: Raw -16268365.812894 + Penalty 3910.707027 = -16264455.105868
  nChanged 46
		SP:Iteration 45Q (100244.980000 sec): 3 clusters
  Score: Raw -16268380.708722 + Penalty 3910.707027 = -16264470.001695
  nChanged 36
		SP:Iteration 46Q (100246.330000 sec): 3 clusters
  Score: Raw -16268392.677648 + Penalty 3910.707027 = -16264481.970621
  nChanged 36
		SP:Iteration 47Q (100247.680000 sec): 3 clusters
  Score: Raw -16268402.761176 + Penalty 3910.707027 = -16264492.054149
  nChanged 25
		SP:Iteration 48Q (100249.020000 sec): 3 clusters
  Score: Raw -16268409.367811 + Penalty 3910.707027 = -16264498.660784
  nChanged 20
		SP:Iteration 49Q (100250.370000 sec): 3 clusters
  Score: Raw -16268414.087679 + Penalty 3910.707027 = -16264503.380653
  nChanged 20
		SP:Iteration 50Q (100251.730000 sec): 3 clusters
  Score: Raw -16268420.350250 + Penalty 3910.707027 = -16264509.643223
  nChanged 22
		SP:Iteration 51Q (100253.080000 sec): 3 clusters
  Score: Raw -16268425.548950 + Penalty 3910.707027 = -16264514.841924
  nChanged 18
		SP:Iteration 52Q (100254.430000 sec): 3 clusters
  Score: Raw -16268430.989403 + Penalty 3910.707027 = -16264520.282377
  nChanged 20
		SP:Iteration 53Q (100255.760000 sec): 3 clusters
  Score: Raw -16268436.059283 + Penalty 3910.707027 = -16264525.352256
  nChanged 11
		SP:Iteration 54Q (100257.110000 sec): 3 clusters
  Score: Raw -16268438.229332 + Penalty 3910.707027 = -16264527.522305
  nChanged 10
		SP:Iteration 55Q (100258.460000 sec): 3 clusters
  Score: Raw -16268440.029719 + Penalty 3910.707027 = -16264529.322692
  nChanged 9
		SP:Iteration 56Q (100259.810000 sec): 3 clusters
  Score: Raw -16268441.956505 + Penalty 3910.707027 = -16264531.249478
  nChanged 11
		SP:Iteration 57Q (100261.140000 sec): 3 clusters
  Score: Raw -16268444.395122 + Penalty 3910.707027 = -16264533.688095
  nChanged 11
		SP:Iteration 58Q (100262.500000 sec): 3 clusters
  Score: Raw -16268447.374031 + Penalty 3910.707027 = -16264536.667004
  nChanged 17
		SP:Iteration 59Q (100263.840000 sec): 3 clusters
  Score: Raw -16268452.212604 + Penalty 3910.707027 = -16264541.505577
  nChanged 11
		SP:Iteration 60F (100265.330000 sec): 3 clusters
  Score: Raw -16268454.291527 + Penalty 3910.707027 = -16264543.584500
  nChanged 10
		SP:Iteration 61Q (100266.680000 sec): 3 clusters
  Score: Raw -16268457.197471 + Penalty 3910.707027 = -16264546.490444
  nChanged 17
		SP:Iteration 62Q (100268.010000 sec): 3 clusters
  Score: Raw -16268461.572112 + Penalty 3910.707027 = -16264550.865085
  nChanged 12
		SP:Iteration 63Q (100269.360000 sec): 3 clusters
  Score: Raw -16268464.802626 + Penalty 3910.707027 = -16264554.095599
  nChanged 18
		SP:Iteration 64Q (100270.720000 sec): 3 clusters
  Score: Raw -16268469.951778 + Penalty 3910.707027 = -16264559.244751
  nChanged 13
		SP:Iteration 65Q (100272.060000 sec): 3 clusters
  Score: Raw -16268475.851987 + Penalty 3910.707027 = -16264565.144960
  nChanged 18
		SP:Iteration 66Q (100273.400000 sec): 3 clusters
  Score: Raw -16268480.870527 + Penalty 3910.707027 = -16264570.163500
  nChanged 17
		SP:Iteration 67Q (100274.750000 sec): 3 clusters
  Score: Raw -16268486.504847 + Penalty 3910.707027 = -16264575.797820
  nChanged 19
		SP:Iteration 68Q (100276.080000 sec): 3 clusters
  Score: Raw -16268492.201204 + Penalty 3910.707027 = -16264581.494178
  nChanged 21
		SP:Iteration 69Q (100277.430000 sec): 3 clusters
  Score: Raw -16268498.749659 + Penalty 3910.707027 = -16264588.042633
  nChanged 21
		SP:Iteration 70Q (100278.780000 sec): 3 clusters
  Score: Raw -16268506.584588 + Penalty 3910.707027 = -16264595.877562
  nChanged 23
		SP:Iteration 71Q (100280.120000 sec): 3 clusters
  Score: Raw -16268515.134995 + Penalty 3910.707027 = -16264604.427968
  nChanged 19
		SP:Iteration 72Q (100281.460000 sec): 3 clusters
  Score: Raw -16268522.520064 + Penalty 3910.707027 = -16264611.813037
  nChanged 16
		SP:Iteration 73Q (100282.810000 sec): 3 clusters
  Score: Raw -16268526.267287 + Penalty 3910.707027 = -16264615.560260
  nChanged 12
		SP:Iteration 74Q (100284.170000 sec): 3 clusters
  Score: Raw -16268529.416736 + Penalty 3910.707027 = -16264618.709709
  nChanged 12
		SP:Iteration 75Q (100285.520000 sec): 3 clusters
  Score: Raw -16268533.857185 + Penalty 3910.707027 = -16264623.150158
  nChanged 14
		SP:Iteration 76Q (100286.840000 sec): 3 clusters
  Score: Raw -16268538.369749 + Penalty 3910.707027 = -16264627.662722
  nChanged 12
		SP:Iteration 77Q (100288.200000 sec): 3 clusters
  Score: Raw -16268541.754807 + Penalty 3910.707027 = -16264631.047780
  nChanged 10
		SP:Iteration 78Q (100289.550000 sec): 3 clusters
  Score: Raw -16268545.017567 + Penalty 3910.707027 = -16264634.310540
  nChanged 15
		SP:Iteration 79Q (100290.900000 sec): 3 clusters
  Score: Raw -16268549.780985 + Penalty 3910.707027 = -16264639.073958
  nChanged 13
		SP:Iteration 80F (100292.370000 sec): 3 clusters
  Score: Raw -16268553.962171 + Penalty 3910.707027 = -16264643.255144
  nChanged 12
		SP:Iteration 81Q (100293.720000 sec): 3 clusters
  Score: Raw -16268558.134264 + Penalty 3910.707027 = -16264647.427237
  nChanged 9
		SP:Iteration 82Q (100295.050000 sec): 3 clusters
  Score: Raw -16268560.831183 + Penalty 3910.707027 = -16264650.124156
  nChanged 11
		SP:Iteration 83Q (100296.400000 sec): 3 clusters
  Score: Raw -16268563.904801 + Penalty 3910.707027 = -16264653.197774
  nChanged 14
		SP:Iteration 84Q (100297.750000 sec): 3 clusters
  Score: Raw -16268568.101620 + Penalty 3910.707027 = -16264657.394593
  nChanged 16
		SP:Iteration 85Q (100299.100000 sec): 3 clusters
  Score: Raw -16268573.351353 + Penalty 3910.707027 = -16264662.644326
  nChanged 20
		SP:Iteration 86Q (100300.450000 sec): 3 clusters
  Score: Raw -16268580.118757 + Penalty 3910.707027 = -16264669.411730
  nChanged 22
		SP:Iteration 87Q (100301.780000 sec): 3 clusters
  Score: Raw -16268586.914413 + Penalty 3910.707027 = -16264676.207386
  nChanged 16
		SP:Iteration 88Q (100303.130000 sec): 3 clusters
  Score: Raw -16268591.537220 + Penalty 3910.707027 = -16264680.830194
  nChanged 13
		SP:Iteration 89Q (100304.480000 sec): 3 clusters
  Score: Raw -16268594.904959 + Penalty 3910.707027 = -16264684.197933
  nChanged 9
		SP:Iteration 90Q (100305.830000 sec): 3 clusters
  Score: Raw -16268596.609863 + Penalty 3910.707027 = -16264685.902837
  nChanged 2
		SP:Iteration 91Q (100307.180000 sec): 3 clusters
  Score: Raw -16268597.252740 + Penalty 3910.707027 = -16264686.545713
  nChanged 6
		SP:Iteration 92Q (100308.510000 sec): 3 clusters
  Score: Raw -16268598.521052 + Penalty 3910.707027 = -16264687.814025
  nChanged 2
		SP:Iteration 93Q (100309.840000 sec): 3 clusters
  Score: Raw -16268598.918782 + Penalty 3910.707027 = -16264688.211756
  nChanged 0
		SP:Iteration 94F (100311.330000 sec): 3 clusters
  Score: Raw -16268598.918782 + Penalty 3910.707027 = -16264688.211756
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (47029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100311.690000 sec): 2 clusters
  Score: Raw -4733081.866878 + Penalty 1748.259453 = -4731333.607425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100312.190000 sec): 3 clusters
  Score: Raw -4703344.558533 + Penalty 3496.518906 = -4699848.039627
  nChanged 22080
		SP:Iteration 1F (100312.660000 sec): 3 clusters
  Score: Raw -4716115.953681 + Penalty 3496.518906 = -4712619.434775
  nChanged 2526
		SP:Iteration 2F (100313.120000 sec): 3 clusters
  Score: Raw -4717345.582491 + Penalty 3496.518906 = -4713849.063584
  nChanged 3139
		SP:Iteration 3F (100313.590000 sec): 3 clusters
  Score: Raw -4719331.112692 + Penalty 3496.518906 = -4715834.593786
  nChanged 3739
		SP:Iteration 4F (100314.060000 sec): 3 clusters
  Score: Raw -4722189.335734 + Penalty 3496.518906 = -4718692.816828
  nChanged 3939
		SP:Iteration 5F (100314.570000 sec): 3 clusters
  Score: Raw -4725470.988537 + Penalty 3496.518906 = -4721974.469631
  nChanged 3295
		SP:Iteration 6F (100315.060000 sec): 3 clusters
  Score: Raw -4728178.408486 + Penalty 3496.518906 = -4724681.889580
  nChanged 2496
		SP:Iteration 7F (100315.550000 sec): 3 clusters
  Score: Raw -4730095.205203 + Penalty 3496.518906 = -4726598.686297
  nChanged 1731
		SP:Iteration 8Q (100316.030000 sec): 3 clusters
  Score: Raw -4731127.201898 + Penalty 3496.518906 = -4727630.682992
  nChanged 1155
		SP:Iteration 9Q (100316.550000 sec): 3 clusters
  Score: Raw -4731639.336903 + Penalty 3496.518906 = -4728142.817997
  nChanged 758
		SP:Iteration 10Q (100317.030000 sec): 3 clusters
  Score: Raw -4731895.494096 + Penalty 3496.518906 = -4728398.975190
  nChanged 543
		SP:Iteration 11Q (100317.510000 sec): 3 clusters
  Score: Raw -4732060.259354 + Penalty 3496.518906 = -4728563.740447
  nChanged 424
		SP:Iteration 12Q (100317.990000 sec): 3 clusters
  Score: Raw -4732165.888098 + Penalty 3496.518906 = -4728669.369192
  nChanged 314
		SP:Iteration 13Q (100318.440000 sec): 3 clusters
  Score: Raw -4732235.277551 + Penalty 3496.518906 = -4728738.758645
  nChanged 276
		SP:Iteration 14Q (100318.900000 sec): 3 clusters
  Score: Raw -4732294.694851 + Penalty 3496.518906 = -4728798.175944
  nChanged 273
		SP:Iteration 15Q (100319.370000 sec): 3 clusters
  Score: Raw -4732351.825113 + Penalty 3496.518906 = -4728855.306207
  nChanged 257
		SP:Iteration 16Q (100319.820000 sec): 3 clusters
  Score: Raw -4732409.018740 + Penalty 3496.518906 = -4728912.499833
  nChanged 245
		SP:Iteration 17Q (100320.300000 sec): 3 clusters
  Score: Raw -4732466.036560 + Penalty 3496.518906 = -4728969.517654
  nChanged 253
		SP:Iteration 18Q (100320.770000 sec): 3 clusters
  Score: Raw -4732531.297015 + Penalty 3496.518906 = -4729034.778109
  nChanged 262
		SP:Iteration 19Q (100321.220000 sec): 3 clusters
  Score: Raw -4732599.249110 + Penalty 3496.518906 = -4729102.730203
  nChanged 247
		SP:Iteration 20F (100321.710000 sec): 3 clusters
  Score: Raw -4732665.773476 + Penalty 3496.518906 = -4729169.254570
  nChanged 271
		SP:Iteration 21Q (100322.160000 sec): 3 clusters
  Score: Raw -4732740.872328 + Penalty 3496.518906 = -4729244.353421
  nChanged 259
		SP:Iteration 22Q (100322.630000 sec): 3 clusters
  Score: Raw -4732821.876711 + Penalty 3496.518906 = -4729325.357805
  nChanged 301
		SP:Iteration 23Q (100323.090000 sec): 3 clusters
  Score: Raw -4732912.505672 + Penalty 3496.518906 = -4729415.986766
  nChanged 273
		SP:Iteration 24Q (100323.560000 sec): 3 clusters
  Score: Raw -4732998.633738 + Penalty 3496.518906 = -4729502.114831
  nChanged 285
		SP:Iteration 25Q (100324.030000 sec): 3 clusters
  Score: Raw -4733104.739513 + Penalty 3496.518906 = -4729608.220606
  nChanged 338
		SP:Iteration 26Q (100324.480000 sec): 3 clusters
  Score: Raw -4733254.393389 + Penalty 3496.518906 = -4729757.874483
  nChanged 372
		SP:Iteration 27Q (100324.950000 sec): 3 clusters
  Score: Raw -4733418.633144 + Penalty 3496.518906 = -4729922.114238
  nChanged 396
		SP:Iteration 28Q (100325.410000 sec): 3 clusters
  Score: Raw -4733585.492335 + Penalty 3496.518906 = -4730088.973428
  nChanged 370
		SP:Iteration 29Q (100325.880000 sec): 3 clusters
  Score: Raw -4733722.886528 + Penalty 3496.518906 = -4730226.367622
  nChanged 330
		SP:Iteration 30Q (100326.350000 sec): 3 clusters
  Score: Raw -4733843.324808 + Penalty 3496.518906 = -4730346.805902
  nChanged 315
		SP:Iteration 31Q (100326.810000 sec): 3 clusters
  Score: Raw -4733936.367358 + Penalty 3496.518906 = -4730439.848452
  nChanged 263
		SP:Iteration 32Q (100327.270000 sec): 3 clusters
  Score: Raw -4733993.643276 + Penalty 3496.518906 = -4730497.124369
  nChanged 213
		SP:Iteration 33Q (100327.730000 sec): 3 clusters
  Score: Raw -4734036.154623 + Penalty 3496.518906 = -4730539.635717
  nChanged 188
		SP:Iteration 34Q (100328.200000 sec): 3 clusters
  Score: Raw -4734072.558249 + Penalty 3496.518906 = -4730576.039343
  nChanged 173
		SP:Iteration 35Q (100328.660000 sec): 3 clusters
  Score: Raw -4734100.478902 + Penalty 3496.518906 = -4730603.959996
  nChanged 144
		SP:Iteration 36Q (100329.130000 sec): 3 clusters
  Score: Raw -4734121.170692 + Penalty 3496.518906 = -4730624.651786
  nChanged 125
		SP:Iteration 37Q (100329.590000 sec): 3 clusters
  Score: Raw -4734136.662181 + Penalty 3496.518906 = -4730640.143274
  nChanged 101
		SP:Iteration 38Q (100330.050000 sec): 3 clusters
  Score: Raw -4734149.862585 + Penalty 3496.518906 = -4730653.343679
  nChanged 89
		SP:Iteration 39Q (100330.510000 sec): 3 clusters
  Score: Raw -4734160.823205 + Penalty 3496.518906 = -4730664.304299
  nChanged 84
		SP:Iteration 40F (100331.010000 sec): 3 clusters
  Score: Raw -4734182.009204 + Penalty 3496.518906 = -4730685.490298
  nChanged 117
		SP:Iteration 41Q (100331.440000 sec): 3 clusters
  Score: Raw -4734198.653101 + Penalty 3496.518906 = -4730702.134194
  nChanged 114
		SP:Iteration 42Q (100331.910000 sec): 3 clusters
  Score: Raw -4734211.702669 + Penalty 3496.518906 = -4730715.183763
  nChanged 91
		SP:Iteration 43Q (100332.370000 sec): 3 clusters
  Score: Raw -4734221.344591 + Penalty 3496.518906 = -4730724.825684
  nChanged 84
		SP:Iteration 44Q (100332.840000 sec): 3 clusters
  Score: Raw -4734229.645896 + Penalty 3496.518906 = -4730733.126990
  nChanged 69
		SP:Iteration 45Q (100333.300000 sec): 3 clusters
  Score: Raw -4734236.094091 + Penalty 3496.518906 = -4730739.575185
  nChanged 75
		SP:Iteration 46Q (100333.770000 sec): 3 clusters
  Score: Raw -4734244.944023 + Penalty 3496.518906 = -4730748.425116
  nChanged 77
		SP:Iteration 47Q (100334.230000 sec): 3 clusters
  Score: Raw -4734251.777036 + Penalty 3496.518906 = -4730755.258130
  nChanged 67
		SP:Iteration 48Q (100334.700000 sec): 3 clusters
  Score: Raw -4734257.697176 + Penalty 3496.518906 = -4730761.178270
  nChanged 58
		SP:Iteration 49Q (100335.160000 sec): 3 clusters
  Score: Raw -4734262.358440 + Penalty 3496.518906 = -4730765.839534
  nChanged 45
		SP:Iteration 50Q (100335.630000 sec): 3 clusters
  Score: Raw -4734265.820024 + Penalty 3496.518906 = -4730769.301118
  nChanged 41
		SP:Iteration 51Q (100336.090000 sec): 3 clusters
  Score: Raw -4734269.020370 + Penalty 3496.518906 = -4730772.501464
  nChanged 46
		SP:Iteration 52Q (100336.560000 sec): 3 clusters
  Score: Raw -4734272.349388 + Penalty 3496.518906 = -4730775.830482
  nChanged 42
		SP:Iteration 53Q (100337.020000 sec): 3 clusters
  Score: Raw -4734275.156867 + Penalty 3496.518906 = -4730778.637961
  nChanged 26
		SP:Iteration 54Q (100337.490000 sec): 3 clusters
  Score: Raw -4734276.623890 + Penalty 3496.518906 = -4730780.104983
  nChanged 25
		SP:Iteration 55Q (100337.950000 sec): 3 clusters
  Score: Raw -4734278.512361 + Penalty 3496.518906 = -4730781.993454
  nChanged 25
		SP:Iteration 56Q (100338.410000 sec): 3 clusters
  Score: Raw -4734280.056996 + Penalty 3496.518906 = -4730783.538090
  nChanged 20
		SP:Iteration 57Q (100338.880000 sec): 3 clusters
  Score: Raw -4734281.297115 + Penalty 3496.518906 = -4730784.778209
  nChanged 25
		SP:Iteration 58Q (100339.340000 sec): 3 clusters
  Score: Raw -4734283.404106 + Penalty 3496.518906 = -4730786.885199
  nChanged 34
		SP:Iteration 59Q (100339.810000 sec): 3 clusters
  Score: Raw -4734285.510544 + Penalty 3496.518906 = -4730788.991637
  nChanged 31
		SP:Iteration 60F (100340.290000 sec): 3 clusters
  Score: Raw -4734287.639864 + Penalty 3496.518906 = -4730791.120958
  nChanged 26
		SP:Iteration 61Q (100340.740000 sec): 3 clusters
  Score: Raw -4734289.066538 + Penalty 3496.518906 = -4730792.547632
  nChanged 20
		SP:Iteration 62Q (100341.210000 sec): 3 clusters
  Score: Raw -4734290.172118 + Penalty 3496.518906 = -4730793.653212
  nChanged 21
		SP:Iteration 63Q (100341.670000 sec): 3 clusters
  Score: Raw -4734291.344571 + Penalty 3496.518906 = -4730794.825665
  nChanged 26
		SP:Iteration 64Q (100342.140000 sec): 3 clusters
  Score: Raw -4734292.894235 + Penalty 3496.518906 = -4730796.375329
  nChanged 27
		SP:Iteration 65Q (100342.610000 sec): 3 clusters
  Score: Raw -4734294.458846 + Penalty 3496.518906 = -4730797.939940
  nChanged 17
		SP:Iteration 66Q (100343.070000 sec): 3 clusters
  Score: Raw -4734295.365170 + Penalty 3496.518906 = -4730798.846264
  nChanged 23
		SP:Iteration 67Q (100343.540000 sec): 3 clusters
  Score: Raw -4734296.608246 + Penalty 3496.518906 = -4730800.089340
  nChanged 24
		SP:Iteration 68Q (100344.000000 sec): 3 clusters
  Score: Raw -4734297.588483 + Penalty 3496.518906 = -4730801.069577
  nChanged 15
		SP:Iteration 69Q (100344.450000 sec): 3 clusters
  Score: Raw -4734298.404613 + Penalty 3496.518906 = -4730801.885707
  nChanged 13
		SP:Iteration 70Q (100344.910000 sec): 3 clusters
  Score: Raw -4734299.022886 + Penalty 3496.518906 = -4730802.503980
  nChanged 13
		SP:Iteration 71Q (100345.380000 sec): 3 clusters
  Score: Raw -4734299.602492 + Penalty 3496.518906 = -4730803.083585
  nChanged 17
		SP:Iteration 72Q (100345.850000 sec): 3 clusters
  Score: Raw -4734300.697734 + Penalty 3496.518906 = -4730804.178827
  nChanged 20
		SP:Iteration 73Q (100346.310000 sec): 3 clusters
  Score: Raw -4734301.717361 + Penalty 3496.518906 = -4730805.198455
  nChanged 16
		SP:Iteration 74Q (100346.780000 sec): 3 clusters
  Score: Raw -4734302.544239 + Penalty 3496.518906 = -4730806.025333
  nChanged 17
		SP:Iteration 75Q (100347.220000 sec): 3 clusters
  Score: Raw -4734303.237631 + Penalty 3496.518906 = -4730806.718725
  nChanged 11
		SP:Iteration 76Q (100347.690000 sec): 3 clusters
  Score: Raw -4734303.628814 + Penalty 3496.518906 = -4730807.109908
  nChanged 9
		SP:Iteration 77Q (100348.150000 sec): 3 clusters
  Score: Raw -4734303.991812 + Penalty 3496.518906 = -4730807.472906
  nChanged 7
		SP:Iteration 78Q (100348.620000 sec): 3 clusters
  Score: Raw -4734304.307683 + Penalty 3496.518906 = -4730807.788777
  nChanged 7
		SP:Iteration 79Q (100349.090000 sec): 3 clusters
  Score: Raw -4734304.486742 + Penalty 3496.518906 = -4730807.967836
  nChanged 5
		SP:Iteration 80F (100349.580000 sec): 3 clusters
  Score: Raw -4734304.680180 + Penalty 3496.518906 = -4730808.161274
  nChanged 6
		SP:Iteration 81Q (100350.020000 sec): 3 clusters
  Score: Raw -4734304.883563 + Penalty 3496.518906 = -4730808.364657
  nChanged 2
		SP:Iteration 82Q (100350.460000 sec): 3 clusters
  Score: Raw -4734304.929769 + Penalty 3496.518906 = -4730808.410863
  nChanged 1
		SP:Iteration 83Q (100350.930000 sec): 3 clusters
  Score: Raw -4734304.962278 + Penalty 3496.518906 = -4730808.443372
  nChanged 2
		SP:Iteration 84Q (100351.400000 sec): 3 clusters
  Score: Raw -4734305.029325 + Penalty 3496.518906 = -4730808.510419
  nChanged 1
		SP:Iteration 85Q (100351.870000 sec): 3 clusters
  Score: Raw -4734305.050586 + Penalty 3496.518906 = -4730808.531680
  nChanged 5
		SP:Iteration 86Q (100352.330000 sec): 3 clusters
  Score: Raw -4734305.147856 + Penalty 3496.518906 = -4730808.628950
  nChanged 1
		SP:Iteration 87Q (100352.790000 sec): 3 clusters
  Score: Raw -4734305.160109 + Penalty 3496.518906 = -4730808.641203
  nChanged 0
		SP:Iteration 88F (100353.260000 sec): 3 clusters
  Score: Raw -4734305.160109 + Penalty 3496.518906 = -4730808.641203
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (12602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100353.390000 sec): 2 clusters
  Score: Raw -1232422.663642 + Penalty 1534.261757 = -1230888.401885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100353.590000 sec): 3 clusters
  Score: Raw -1225127.773665 + Penalty 3068.523513 = -1222059.250151
  nChanged 5586
		SP:Iteration 1F (100353.760000 sec): 3 clusters
  Score: Raw -1228254.229742 + Penalty 3068.523513 = -1225185.706229
  nChanged 842
		SP:Iteration 2F (100353.970000 sec): 3 clusters
  Score: Raw -1228669.801184 + Penalty 3068.523513 = -1225601.277671
  nChanged 712
		SP:Iteration 3F (100354.150000 sec): 3 clusters
  Score: Raw -1229011.799865 + Penalty 3068.523513 = -1225943.276352
  nChanged 653
		SP:Iteration 4F (100354.330000 sec): 3 clusters
  Score: Raw -1229322.047572 + Penalty 3068.523513 = -1226253.524059
  nChanged 595
		SP:Iteration 5Q (100354.530000 sec): 3 clusters
  Score: Raw -1229599.649406 + Penalty 3068.523513 = -1226531.125893
  nChanged 549
		SP:Iteration 6Q (100354.720000 sec): 3 clusters
  Score: Raw -1229888.610350 + Penalty 3068.523513 = -1226820.086837
  nChanged 536
		SP:Iteration 7Q (100354.910000 sec): 3 clusters
  Score: Raw -1230187.822239 + Penalty 3068.523513 = -1227119.298725
  nChanged 559
		SP:Iteration 8Q (100355.090000 sec): 3 clusters
  Score: Raw -1230493.946358 + Penalty 3068.523513 = -1227425.422845
  nChanged 502
		SP:Iteration 9Q (100355.290000 sec): 3 clusters
  Score: Raw -1230774.928338 + Penalty 3068.523513 = -1227706.404824
  nChanged 471
		SP:Iteration 10Q (100355.470000 sec): 3 clusters
  Score: Raw -1231069.386841 + Penalty 3068.523513 = -1228000.863327
  nChanged 459
		SP:Iteration 11Q (100355.650000 sec): 3 clusters
  Score: Raw -1231398.788065 + Penalty 3068.523513 = -1228330.264552
  nChanged 415
		SP:Iteration 12Q (100355.860000 sec): 3 clusters
  Score: Raw -1231688.509583 + Penalty 3068.523513 = -1228619.986069
  nChanged 367
		SP:Iteration 13Q (100356.060000 sec): 3 clusters
  Score: Raw -1231929.807601 + Penalty 3068.523513 = -1228861.284087
  nChanged 336
		SP:Iteration 14Q (100356.240000 sec): 3 clusters
  Score: Raw -1232146.577490 + Penalty 3068.523513 = -1229078.053976
  nChanged 261
		SP:Iteration 15Q (100356.540000 sec): 3 clusters
  Score: Raw -1232309.536889 + Penalty 3068.523513 = -1229241.013376
  nChanged 220
		SP:Iteration 16Q (100356.750000 sec): 3 clusters
  Score: Raw -1232471.209778 + Penalty 3068.523513 = -1229402.686264
  nChanged 219
		SP:Iteration 17Q (100356.990000 sec): 3 clusters
  Score: Raw -1232658.586632 + Penalty 3068.523513 = -1229590.063119
  nChanged 186
		SP:Iteration 18Q (100357.270000 sec): 3 clusters
  Score: Raw -1232833.075700 + Penalty 3068.523513 = -1229764.552186
  nChanged 166
		SP:Iteration 19Q (100357.510000 sec): 3 clusters
  Score: Raw -1233007.821278 + Penalty 3068.523513 = -1229939.297764
  nChanged 127
		SP:Iteration 20F (100357.750000 sec): 3 clusters
  Score: Raw -1233142.935917 + Penalty 3068.523513 = -1230074.412404
  nChanged 96
		SP:Iteration 21Q (100358.000000 sec): 3 clusters
  Score: Raw -1233246.220518 + Penalty 3068.523513 = -1230177.697004
  nChanged 82
		SP:Iteration 22Q (100358.240000 sec): 3 clusters
  Score: Raw -1233339.109274 + Penalty 3068.523513 = -1230270.585760
  nChanged 63
		SP:Iteration 23Q (100358.480000 sec): 3 clusters
  Score: Raw -1233423.656082 + Penalty 3068.523513 = -1230355.132569
  nChanged 51
		SP:Iteration 24Q (100358.720000 sec): 3 clusters
  Score: Raw -1233509.670207 + Penalty 3068.523513 = -1230441.146694
  nChanged 56
		SP:Iteration 25Q (100358.930000 sec): 3 clusters
  Score: Raw -1233591.266739 + Penalty 3068.523513 = -1230522.743226
  nChanged 40
		SP:Iteration 26Q (100359.110000 sec): 3 clusters
  Score: Raw -1233650.046458 + Penalty 3068.523513 = -1230581.522944
  nChanged 30
		SP:Iteration 27Q (100359.290000 sec): 3 clusters
  Score: Raw -1233680.835625 + Penalty 3068.523513 = -1230612.312112
  nChanged 14
		SP:Iteration 28Q (100359.490000 sec): 3 clusters
  Score: Raw -1233699.134188 + Penalty 3068.523513 = -1230630.610675
  nChanged 11
		SP:Iteration 29Q (100359.660000 sec): 3 clusters
  Score: Raw -1233707.963612 + Penalty 3068.523513 = -1230639.440099
  nChanged 6
		SP:Iteration 30Q (100359.830000 sec): 3 clusters
  Score: Raw -1233714.262477 + Penalty 3068.523513 = -1230645.738964
  nChanged 8
		SP:Iteration 31Q (100360.020000 sec): 3 clusters
  Score: Raw -1233719.772233 + Penalty 3068.523513 = -1230651.248720
  nChanged 6
		SP:Iteration 32Q (100360.190000 sec): 3 clusters
  Score: Raw -1233724.470949 + Penalty 3068.523513 = -1230655.947435
  nChanged 5
		SP:Iteration 33Q (100360.350000 sec): 3 clusters
  Score: Raw -1233728.282295 + Penalty 3068.523513 = -1230659.758782
  nChanged 2
		SP:Iteration 34Q (100360.570000 sec): 3 clusters
  Score: Raw -1233729.139192 + Penalty 3068.523513 = -1230660.615678
  nChanged 3
		SP:Iteration 35Q (100360.740000 sec): 3 clusters
  Score: Raw -1233730.623434 + Penalty 3068.523513 = -1230662.099920
  nChanged 1
		SP:Iteration 36Q (100360.900000 sec): 3 clusters
  Score: Raw -1233730.951963 + Penalty 3068.523513 = -1230662.428450
  nChanged 0
		SP:Iteration 37F (100361.130000 sec): 3 clusters
  Score: Raw -1233730.951963 + Penalty 3068.523513 = -1230662.428450
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100361.240000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100361.360000 sec): 3 clusters
  Score: Raw -621264.255285 + Penalty 2855.101478 = -618409.153807
  nChanged 2730
		SP:Iteration 1F (100361.470000 sec): 3 clusters
  Score: Raw -622814.859950 + Penalty 2855.101478 = -619959.758471
  nChanged 504
		SP:Iteration 2F (100361.570000 sec): 3 clusters
  Score: Raw -623140.707882 + Penalty 2855.101478 = -620285.606403
  nChanged 424
		SP:Iteration 3F (100361.680000 sec): 3 clusters
  Score: Raw -623410.045326 + Penalty 2855.101478 = -620554.943847
  nChanged 362
		SP:Iteration 4F (100361.790000 sec): 3 clusters
  Score: Raw -623618.679756 + Penalty 2855.101478 = -620763.578277
  nChanged 305
		SP:Iteration 5Q (100361.900000 sec): 3 clusters
  Score: Raw -623779.114174 + Penalty 2855.101478 = -620924.012695
  nChanged 276
		SP:Iteration 6Q (100362.010000 sec): 3 clusters
  Score: Raw -623921.799104 + Penalty 2855.101478 = -621066.697625
  nChanged 242
		SP:Iteration 7Q (100362.120000 sec): 3 clusters
  Score: Raw -624040.499809 + Penalty 2855.101478 = -621185.398330
  nChanged 234
		SP:Iteration 8Q (100362.240000 sec): 3 clusters
  Score: Raw -624157.435986 + Penalty 2855.101478 = -621302.334507
  nChanged 203
		SP:Iteration 9Q (100362.350000 sec): 3 clusters
  Score: Raw -624258.176462 + Penalty 2855.101478 = -621403.074984
  nChanged 175
		SP:Iteration 10Q (100362.460000 sec): 3 clusters
  Score: Raw -624340.874001 + Penalty 2855.101478 = -621485.772523
  nChanged 151
		SP:Iteration 11Q (100362.570000 sec): 3 clusters
  Score: Raw -624408.197080 + Penalty 2855.101478 = -621553.095601
  nChanged 114
		SP:Iteration 12Q (100362.680000 sec): 3 clusters
  Score: Raw -624451.572788 + Penalty 2855.101478 = -621596.471310
  nChanged 93
		SP:Iteration 13Q (100362.780000 sec): 3 clusters
  Score: Raw -624489.596736 + Penalty 2855.101478 = -621634.495258
  nChanged 86
		SP:Iteration 14Q (100362.900000 sec): 3 clusters
  Score: Raw -624523.224877 + Penalty 2855.101478 = -621668.123399
  nChanged 89
		SP:Iteration 15Q (100363.000000 sec): 3 clusters
  Score: Raw -624559.516688 + Penalty 2855.101478 = -621704.415209
  nChanged 94
		SP:Iteration 16Q (100363.110000 sec): 3 clusters
  Score: Raw -624602.319561 + Penalty 2855.101478 = -621747.218083
  nChanged 88
		SP:Iteration 17Q (100363.220000 sec): 3 clusters
  Score: Raw -624640.109928 + Penalty 2855.101478 = -621785.008449
  nChanged 70
		SP:Iteration 18Q (100363.320000 sec): 3 clusters
  Score: Raw -624668.460209 + Penalty 2855.101478 = -621813.358730
  nChanged 58
		SP:Iteration 19Q (100363.430000 sec): 3 clusters
  Score: Raw -624693.771210 + Penalty 2855.101478 = -621838.669732
  nChanged 62
		SP:Iteration 20F (100363.540000 sec): 3 clusters
  Score: Raw -624717.785268 + Penalty 2855.101478 = -621862.683790
  nChanged 64
		SP:Iteration 21Q (100363.650000 sec): 3 clusters
  Score: Raw -624743.242649 + Penalty 2855.101478 = -621888.141171
  nChanged 56
		SP:Iteration 22Q (100363.760000 sec): 3 clusters
  Score: Raw -624766.073854 + Penalty 2855.101478 = -621910.972376
  nChanged 58
		SP:Iteration 23Q (100363.860000 sec): 3 clusters
  Score: Raw -624790.288978 + Penalty 2855.101478 = -621935.187500
  nChanged 56
		SP:Iteration 24Q (100363.970000 sec): 3 clusters
  Score: Raw -624814.392045 + Penalty 2855.101478 = -621959.290567
  nChanged 44
		SP:Iteration 25Q (100364.080000 sec): 3 clusters
  Score: Raw -624833.348485 + Penalty 2855.101478 = -621978.247007
  nChanged 45
		SP:Iteration 26Q (100364.180000 sec): 3 clusters
  Score: Raw -624857.592362 + Penalty 2855.101478 = -622002.490884
  nChanged 42
		SP:Iteration 27Q (100364.290000 sec): 3 clusters
  Score: Raw -624885.315037 + Penalty 2855.101478 = -622030.213559
  nChanged 50
		SP:Iteration 28Q (100364.390000 sec): 3 clusters
  Score: Raw -624913.604760 + Penalty 2855.101478 = -622058.503281
  nChanged 43
		SP:Iteration 29Q (100364.500000 sec): 3 clusters
  Score: Raw -624938.314680 + Penalty 2855.101478 = -622083.213201
  nChanged 33
		SP:Iteration 30Q (100364.600000 sec): 3 clusters
  Score: Raw -624955.013579 + Penalty 2855.101478 = -622099.912100
  nChanged 29
		SP:Iteration 31Q (100364.710000 sec): 3 clusters
  Score: Raw -624967.173036 + Penalty 2855.101478 = -622112.071558
  nChanged 31
		SP:Iteration 32Q (100364.810000 sec): 3 clusters
  Score: Raw -624977.851020 + Penalty 2855.101478 = -622122.749542
  nChanged 29
		SP:Iteration 33Q (100364.920000 sec): 3 clusters
  Score: Raw -624990.138116 + Penalty 2855.101478 = -622135.036638
  nChanged 20
		SP:Iteration 34Q (100365.020000 sec): 3 clusters
  Score: Raw -625003.921213 + Penalty 2855.101478 = -622148.819735
  nChanged 27
		SP:Iteration 35Q (100365.120000 sec): 3 clusters
  Score: Raw -625022.019302 + Penalty 2855.101478 = -622166.917824
  nChanged 29
		SP:Iteration 36Q (100365.230000 sec): 3 clusters
  Score: Raw -625039.274356 + Penalty 2855.101478 = -622184.172877
  nChanged 32
		SP:Iteration 37Q (100365.330000 sec): 3 clusters
  Score: Raw -625056.353731 + Penalty 2855.101478 = -622201.252252
  nChanged 28
		SP:Iteration 38Q (100365.440000 sec): 3 clusters
  Score: Raw -625069.697647 + Penalty 2855.101478 = -622214.596168
  nChanged 21
		SP:Iteration 39Q (100365.540000 sec): 3 clusters
  Score: Raw -625080.677517 + Penalty 2855.101478 = -622225.576039
  nChanged 19
		SP:Iteration 40F (100365.650000 sec): 3 clusters
  Score: Raw -625090.437553 + Penalty 2855.101478 = -622235.336075
  nChanged 21
		SP:Iteration 41Q (100365.760000 sec): 3 clusters
  Score: Raw -625101.495272 + Penalty 2855.101478 = -622246.393794
  nChanged 20
		SP:Iteration 42Q (100365.860000 sec): 3 clusters
  Score: Raw -625110.810730 + Penalty 2855.101478 = -622255.709251
  nChanged 14
		SP:Iteration 43Q (100365.960000 sec): 3 clusters
  Score: Raw -625117.859957 + Penalty 2855.101478 = -622262.758479
  nChanged 9
		SP:Iteration 44Q (100366.070000 sec): 3 clusters
  Score: Raw -625120.240439 + Penalty 2855.101478 = -622265.138961
  nChanged 6
		SP:Iteration 45Q (100366.170000 sec): 3 clusters
  Score: Raw -625123.599430 + Penalty 2855.101478 = -622268.497951
  nChanged 6
		SP:Iteration 46Q (100366.280000 sec): 3 clusters
  Score: Raw -625126.176648 + Penalty 2855.101478 = -622271.075170
  nChanged 4
		SP:Iteration 47Q (100366.380000 sec): 3 clusters
  Score: Raw -625127.360403 + Penalty 2855.101478 = -622272.258925
  nChanged 3
		SP:Iteration 48Q (100366.490000 sec): 3 clusters
  Score: Raw -625128.524058 + Penalty 2855.101478 = -622273.422580
  nChanged 2
		SP:Iteration 49Q (100366.590000 sec): 3 clusters
  Score: Raw -625130.182942 + Penalty 2855.101478 = -622275.081463
  nChanged 4
		SP:Iteration 50Q (100366.690000 sec): 3 clusters
  Score: Raw -625131.475012 + Penalty 2855.101478 = -622276.373533
  nChanged 2
		SP:Iteration 51Q (100366.800000 sec): 3 clusters
  Score: Raw -625131.922192 + Penalty 2855.101478 = -622276.820713
  nChanged 2
		SP:Iteration 52Q (100366.900000 sec): 3 clusters
  Score: Raw -625132.479386 + Penalty 2855.101478 = -622277.377908
  nChanged 3
		SP:Iteration 53Q (100367.000000 sec): 3 clusters
  Score: Raw -625134.225812 + Penalty 2855.101478 = -622279.124333
  nChanged 2
		SP:Iteration 54Q (100367.110000 sec): 3 clusters
  Score: Raw -625134.618590 + Penalty 2855.101478 = -622279.517112
  nChanged 0
		SP:Iteration 55F (100367.220000 sec): 3 clusters
  Score: Raw -625134.618590 + Penalty 2855.101478 = -622279.517112
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100367.280000 sec): 2 clusters
  Score: Raw -339315.428003 + Penalty 1308.342902 = -338007.085101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100367.350000 sec): 3 clusters
  Score: Raw -337807.586612 + Penalty 2616.685803 = -335190.900808
  nChanged 1168
		SP:Iteration 1F (100367.410000 sec): 3 clusters
  Score: Raw -338543.241817 + Penalty 2616.685803 = -335926.556014
  nChanged 251
		SP:Iteration 2F (100367.480000 sec): 3 clusters
  Score: Raw -338710.030228 + Penalty 2616.685803 = -336093.344425
  nChanged 165
		SP:Iteration 3F (100367.540000 sec): 3 clusters
  Score: Raw -338828.037807 + Penalty 2616.685803 = -336211.352004
  nChanged 137
		SP:Iteration 4Q (100367.600000 sec): 3 clusters
  Score: Raw -338935.849510 + Penalty 2616.685803 = -336319.163706
  nChanged 130
		SP:Iteration 5Q (100367.660000 sec): 3 clusters
  Score: Raw -339047.269556 + Penalty 2616.685803 = -336430.583752
  nChanged 128
		SP:Iteration 6Q (100367.720000 sec): 3 clusters
  Score: Raw -339149.028349 + Penalty 2616.685803 = -336532.342546
  nChanged 122
		SP:Iteration 7Q (100367.780000 sec): 3 clusters
  Score: Raw -339226.438422 + Penalty 2616.685803 = -336609.752618
  nChanged 100
		SP:Iteration 8Q (100367.840000 sec): 3 clusters
  Score: Raw -339282.071167 + Penalty 2616.685803 = -336665.385363
  nChanged 71
		SP:Iteration 9Q (100367.900000 sec): 3 clusters
  Score: Raw -339325.031029 + Penalty 2616.685803 = -336708.345226
  nChanged 59
		SP:Iteration 10Q (100367.960000 sec): 3 clusters
  Score: Raw -339358.717183 + Penalty 2616.685803 = -336742.031379
  nChanged 61
		SP:Iteration 11Q (100368.020000 sec): 3 clusters
  Score: Raw -339389.269764 + Penalty 2616.685803 = -336772.583960
  nChanged 47
		SP:Iteration 12Q (100368.080000 sec): 3 clusters
  Score: Raw -339412.914439 + Penalty 2616.685803 = -336796.228636
  nChanged 39
		SP:Iteration 13Q (100368.140000 sec): 3 clusters
  Score: Raw -339433.133176 + Penalty 2616.685803 = -336816.447373
  nChanged 33
		SP:Iteration 14Q (100368.200000 sec): 3 clusters
  Score: Raw -339451.210520 + Penalty 2616.685803 = -336834.524717
  nChanged 27
		SP:Iteration 15Q (100368.260000 sec): 3 clusters
  Score: Raw -339466.324240 + Penalty 2616.685803 = -336849.638436
  nChanged 22
		SP:Iteration 16Q (100368.320000 sec): 3 clusters
  Score: Raw -339475.760654 + Penalty 2616.685803 = -336859.074851
  nChanged 18
		SP:Iteration 17Q (100368.380000 sec): 3 clusters
  Score: Raw -339484.799580 + Penalty 2616.685803 = -336868.113777
  nChanged 22
		SP:Iteration 18Q (100368.450000 sec): 3 clusters
  Score: Raw -339495.428334 + Penalty 2616.685803 = -336878.742530
  nChanged 21
		SP:Iteration 19Q (100368.510000 sec): 3 clusters
  Score: Raw -339505.727812 + Penalty 2616.685803 = -336889.042009
  nChanged 17
		SP:Iteration 20F (100368.560000 sec): 3 clusters
  Score: Raw -339518.503151 + Penalty 2616.685803 = -336901.817348
  nChanged 13
		SP:Iteration 21Q (100368.620000 sec): 3 clusters
  Score: Raw -339526.489611 + Penalty 2616.685803 = -336909.803807
  nChanged 13
		SP:Iteration 22Q (100368.680000 sec): 3 clusters
  Score: Raw -339534.113049 + Penalty 2616.685803 = -336917.427246
  nChanged 17
		SP:Iteration 23Q (100368.740000 sec): 3 clusters
  Score: Raw -339544.388138 + Penalty 2616.685803 = -336927.702335
  nChanged 22
		SP:Iteration 24Q (100368.800000 sec): 3 clusters
  Score: Raw -339557.468833 + Penalty 2616.685803 = -336940.783030
  nChanged 17
		SP:Iteration 25Q (100368.870000 sec): 3 clusters
  Score: Raw -339568.817212 + Penalty 2616.685803 = -336952.131408
  nChanged 16
		SP:Iteration 26Q (100368.920000 sec): 3 clusters
  Score: Raw -339576.615309 + Penalty 2616.685803 = -336959.929506
  nChanged 11
		SP:Iteration 27Q (100368.990000 sec): 3 clusters
  Score: Raw -339580.620459 + Penalty 2616.685803 = -336963.934656
  nChanged 6
		SP:Iteration 28Q (100369.040000 sec): 3 clusters
  Score: Raw -339583.991650 + Penalty 2616.685803 = -336967.305847
  nChanged 6
		SP:Iteration 29Q (100369.100000 sec): 3 clusters
  Score: Raw -339586.680161 + Penalty 2616.685803 = -336969.994357
  nChanged 5
		SP:Iteration 30Q (100369.160000 sec): 3 clusters
  Score: Raw -339588.146337 + Penalty 2616.685803 = -336971.460534
  nChanged 2
		SP:Iteration 31Q (100369.220000 sec): 3 clusters
  Score: Raw -339589.197047 + Penalty 2616.685803 = -336972.511243
  nChanged 2
		SP:Iteration 32Q (100369.280000 sec): 3 clusters
  Score: Raw -339590.227264 + Penalty 2616.685803 = -336973.541461
  nChanged 4
		SP:Iteration 33Q (100369.340000 sec): 3 clusters
  Score: Raw -339592.224699 + Penalty 2616.685803 = -336975.538896
  nChanged 3
		SP:Iteration 34Q (100369.410000 sec): 3 clusters
  Score: Raw -339593.297235 + Penalty 2616.685803 = -336976.611432
  nChanged 4
		SP:Iteration 35Q (100369.470000 sec): 3 clusters
  Score: Raw -339595.018846 + Penalty 2616.685803 = -336978.333043
  nChanged 1
		SP:Iteration 36Q (100369.530000 sec): 3 clusters
  Score: Raw -339595.388945 + Penalty 2616.685803 = -336978.703142
  nChanged 2
		SP:Iteration 37Q (100369.590000 sec): 3 clusters
  Score: Raw -339596.195242 + Penalty 2616.685803 = -336979.509439
  nChanged 0
		SP:Iteration 38F (100369.640000 sec): 3 clusters
  Score: Raw -339596.195242 + Penalty 2616.685803 = -336979.509439
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100369.710000 sec): 2 clusters
  Score: Raw -175557.730346 + Penalty 1207.104144 = -174350.626201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100369.740000 sec): 3 clusters
  Score: Raw -174843.773223 + Penalty 2414.208288 = -172429.564935
  nChanged 578
		SP:Iteration 1F (100369.770000 sec): 3 clusters
  Score: Raw -175221.849434 + Penalty 2414.208288 = -172807.641146
  nChanged 143
		SP:Iteration 2F (100369.800000 sec): 3 clusters
  Score: Raw -175329.350116 + Penalty 2414.208288 = -172915.141828
  nChanged 68
		SP:Iteration 3Q (100369.840000 sec): 3 clusters
  Score: Raw -175376.734431 + Penalty 2414.208288 = -172962.526143
  nChanged 41
		SP:Iteration 4Q (100369.870000 sec): 3 clusters
  Score: Raw -175407.276778 + Penalty 2414.208288 = -172993.068490
  nChanged 28
		SP:Iteration 5Q (100369.900000 sec): 3 clusters
  Score: Raw -175425.728922 + Penalty 2414.208288 = -173011.520634
  nChanged 26
		SP:Iteration 6Q (100369.940000 sec): 3 clusters
  Score: Raw -175443.110647 + Penalty 2414.208288 = -173028.902359
  nChanged 26
		SP:Iteration 7Q (100369.970000 sec): 3 clusters
  Score: Raw -175457.514684 + Penalty 2414.208288 = -173043.306396
  nChanged 18
		SP:Iteration 8Q (100370.000000 sec): 3 clusters
  Score: Raw -175468.191783 + Penalty 2414.208288 = -173053.983495
  nChanged 17
		SP:Iteration 9Q (100370.040000 sec): 3 clusters
  Score: Raw -175478.583869 + Penalty 2414.208288 = -173064.375581
  nChanged 11
		SP:Iteration 10Q (100370.070000 sec): 3 clusters
  Score: Raw -175484.901132 + Penalty 2414.208288 = -173070.692844
  nChanged 7
		SP:Iteration 11Q (100370.100000 sec): 3 clusters
  Score: Raw -175489.783494 + Penalty 2414.208288 = -173075.575206
  nChanged 10
		SP:Iteration 12Q (100370.140000 sec): 3 clusters
  Score: Raw -175497.698556 + Penalty 2414.208288 = -173083.490268
  nChanged 15
		SP:Iteration 13Q (100370.170000 sec): 3 clusters
  Score: Raw -175505.054810 + Penalty 2414.208288 = -173090.846522
  nChanged 10
		SP:Iteration 14Q (100370.200000 sec): 3 clusters
  Score: Raw -175509.778626 + Penalty 2414.208288 = -173095.570338
  nChanged 7
		SP:Iteration 15Q (100370.240000 sec): 3 clusters
  Score: Raw -175512.400991 + Penalty 2414.208288 = -173098.192703
  nChanged 1
		SP:Iteration 16Q (100370.270000 sec): 3 clusters
  Score: Raw -175513.027147 + Penalty 2414.208288 = -173098.818859
  nChanged 2
		SP:Iteration 17Q (100370.300000 sec): 3 clusters
  Score: Raw -175515.307389 + Penalty 2414.208288 = -173101.099101
  nChanged 5
		SP:Iteration 18Q (100370.340000 sec): 3 clusters
  Score: Raw -175519.835174 + Penalty 2414.208288 = -173105.626886
  nChanged 6
		SP:Iteration 19Q (100370.370000 sec): 3 clusters
  Score: Raw -175522.915480 + Penalty 2414.208288 = -173108.707192
  nChanged 5
		SP:Iteration 20F (100370.400000 sec): 3 clusters
  Score: Raw -175526.400575 + Penalty 2414.208288 = -173112.192287
  nChanged 2
		SP:Iteration 21Q (100370.440000 sec): 3 clusters
  Score: Raw -175528.300898 + Penalty 2414.208288 = -173114.092610
  nChanged 1
		SP:Iteration 22Q (100370.470000 sec): 3 clusters
  Score: Raw -175528.434306 + Penalty 2414.208288 = -173114.226018
  nChanged 0
		SP:Iteration 23F (100370.500000 sec): 3 clusters
  Score: Raw -175528.434306 + Penalty 2414.208288 = -173114.226018
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100370.570000 sec): 2 clusters
  Score: Raw -302113.069151 + Penalty 1290.344872 = -300822.724279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100370.630000 sec): 3 clusters
  Score: Raw -300776.587325 + Penalty 2580.689744 = -298195.897581
  nChanged 1045
		SP:Iteration 1F (100370.690000 sec): 3 clusters
  Score: Raw -301398.883307 + Penalty 2580.689744 = -298818.193563
  nChanged 232
		SP:Iteration 2F (100370.750000 sec): 3 clusters
  Score: Raw -301563.405465 + Penalty 2580.689744 = -298982.715721
  nChanged 164
		SP:Iteration 3F (100370.800000 sec): 3 clusters
  Score: Raw -301665.260211 + Penalty 2580.689744 = -299084.570467
  nChanged 110
		SP:Iteration 4Q (100370.860000 sec): 3 clusters
  Score: Raw -301733.873674 + Penalty 2580.689744 = -299153.183930
  nChanged 77
		SP:Iteration 5Q (100370.920000 sec): 3 clusters
  Score: Raw -301777.560812 + Penalty 2580.689744 = -299196.871069
  nChanged 65
		SP:Iteration 6Q (100370.980000 sec): 3 clusters
  Score: Raw -301813.547841 + Penalty 2580.689744 = -299232.858097
  nChanged 68
		SP:Iteration 7Q (100371.030000 sec): 3 clusters
  Score: Raw -301857.618986 + Penalty 2580.689744 = -299276.929242
  nChanged 71
		SP:Iteration 8Q (100371.090000 sec): 3 clusters
  Score: Raw -301904.407383 + Penalty 2580.689744 = -299323.717639
  nChanged 73
		SP:Iteration 9Q (100371.140000 sec): 3 clusters
  Score: Raw -301952.619802 + Penalty 2580.689744 = -299371.930059
  nChanged 63
		SP:Iteration 10Q (100371.200000 sec): 3 clusters
  Score: Raw -301986.107315 + Penalty 2580.689744 = -299405.417571
  nChanged 64
		SP:Iteration 11Q (100371.260000 sec): 3 clusters
  Score: Raw -302038.555326 + Penalty 2580.689744 = -299457.865583
  nChanged 77
		SP:Iteration 12Q (100371.310000 sec): 3 clusters
  Score: Raw -302106.439065 + Penalty 2580.689744 = -299525.749322
  nChanged 72
		SP:Iteration 13Q (100371.370000 sec): 3 clusters
  Score: Raw -302161.101485 + Penalty 2580.689744 = -299580.411741
  nChanged 60
		SP:Iteration 14Q (100371.420000 sec): 3 clusters
  Score: Raw -302206.842767 + Penalty 2580.689744 = -299626.153023
  nChanged 71
		SP:Iteration 15Q (100371.480000 sec): 3 clusters
  Score: Raw -302258.487227 + Penalty 2580.689744 = -299677.797483
  nChanged 64
		SP:Iteration 16Q (100371.540000 sec): 3 clusters
  Score: Raw -302296.940653 + Penalty 2580.689744 = -299716.250909
  nChanged 51
		SP:Iteration 17Q (100371.590000 sec): 3 clusters
  Score: Raw -302335.733973 + Penalty 2580.689744 = -299755.044230
  nChanged 48
		SP:Iteration 18Q (100371.650000 sec): 3 clusters
  Score: Raw -302376.088838 + Penalty 2580.689744 = -299795.399094
  nChanged 56
		SP:Iteration 19Q (100371.710000 sec): 3 clusters
  Score: Raw -302424.040630 + Penalty 2580.689744 = -299843.350886
  nChanged 58
		SP:Iteration 20F (100371.760000 sec): 3 clusters
  Score: Raw -302476.919514 + Penalty 2580.689744 = -299896.229770
  nChanged 57
		SP:Iteration 21Q (100371.820000 sec): 3 clusters
  Score: Raw -302530.752022 + Penalty 2580.689744 = -299950.062278
  nChanged 47
		SP:Iteration 22Q (100371.870000 sec): 3 clusters
  Score: Raw -302566.697705 + Penalty 2580.689744 = -299986.007961
  nChanged 35
		SP:Iteration 23Q (100371.930000 sec): 3 clusters
  Score: Raw -302593.939979 + Penalty 2580.689744 = -300013.250235
  nChanged 40
		SP:Iteration 24Q (100371.980000 sec): 3 clusters
  Score: Raw -302619.795373 + Penalty 2580.689744 = -300039.105629
  nChanged 22
		SP:Iteration 25Q (100372.040000 sec): 3 clusters
  Score: Raw -302629.245026 + Penalty 2580.689744 = -300048.555282
  nChanged 13
		SP:Iteration 26Q (100372.090000 sec): 3 clusters
  Score: Raw -302633.501093 + Penalty 2580.689744 = -300052.811349
  nChanged 12
		SP:Iteration 27Q (100372.150000 sec): 3 clusters
  Score: Raw -302637.761446 + Penalty 2580.689744 = -300057.071702
  nChanged 4
		SP:Iteration 28Q (100372.200000 sec): 3 clusters
  Score: Raw -302638.734169 + Penalty 2580.689744 = -300058.044425
  nChanged 1
		SP:Iteration 29Q (100372.250000 sec): 3 clusters
  Score: Raw -302638.953312 + Penalty 2580.689744 = -300058.263569
  nChanged 2
		SP:Iteration 30Q (100372.310000 sec): 3 clusters
  Score: Raw -302639.229294 + Penalty 2580.689744 = -300058.539550
  nChanged 1
		SP:Iteration 31Q (100372.360000 sec): 3 clusters
  Score: Raw -302639.928848 + Penalty 2580.689744 = -300059.239104
  nChanged 0
		SP:Iteration 32F (100372.420000 sec): 3 clusters
  Score: Raw -302639.928848 + Penalty 2580.689744 = -300059.239104
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (3193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100372.490000 sec): 2 clusters
  Score: Raw -301078.836007 + Penalty 1311.166381 = -299767.669626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100372.550000 sec): 3 clusters
  Score: Raw -299506.127337 + Penalty 2622.332763 = -296883.794575
  nChanged 1239
		SP:Iteration 1F (100372.610000 sec): 3 clusters
  Score: Raw -300264.176410 + Penalty 2622.332763 = -297641.843647
  nChanged 298
		SP:Iteration 2F (100372.670000 sec): 3 clusters
  Score: Raw -300502.529750 + Penalty 2622.332763 = -297880.196988
  nChanged 220
		SP:Iteration 3F (100372.730000 sec): 3 clusters
  Score: Raw -300654.235353 + Penalty 2622.332763 = -298031.902590
  nChanged 181
		SP:Iteration 4F (100372.790000 sec): 3 clusters
  Score: Raw -300785.378989 + Penalty 2622.332763 = -298163.046226
  nChanged 144
		SP:Iteration 5Q (100372.860000 sec): 3 clusters
  Score: Raw -300896.024681 + Penalty 2622.332763 = -298273.691919
  nChanged 106
		SP:Iteration 6Q (100372.920000 sec): 3 clusters
  Score: Raw -300967.190197 + Penalty 2622.332763 = -298344.857434
  nChanged 92
		SP:Iteration 7Q (100372.980000 sec): 3 clusters
  Score: Raw -301023.177151 + Penalty 2622.332763 = -298400.844388
  nChanged 75
		SP:Iteration 8Q (100373.040000 sec): 3 clusters
  Score: Raw -301066.436895 + Penalty 2622.332763 = -298444.104132
  nChanged 75
		SP:Iteration 9Q (100373.110000 sec): 3 clusters
  Score: Raw -301112.019339 + Penalty 2622.332763 = -298489.686576
  nChanged 69
		SP:Iteration 10Q (100373.170000 sec): 3 clusters
  Score: Raw -301157.028975 + Penalty 2622.332763 = -298534.696212
  nChanged 64
		SP:Iteration 11Q (100373.230000 sec): 3 clusters
  Score: Raw -301203.951119 + Penalty 2622.332763 = -298581.618356
  nChanged 70
		SP:Iteration 12Q (100373.290000 sec): 3 clusters
  Score: Raw -301253.169634 + Penalty 2622.332763 = -298630.836872
  nChanged 55
		SP:Iteration 13Q (100373.350000 sec): 3 clusters
  Score: Raw -301288.782756 + Penalty 2622.332763 = -298666.449994
  nChanged 52
		SP:Iteration 14Q (100373.410000 sec): 3 clusters
  Score: Raw -301320.982241 + Penalty 2622.332763 = -298698.649478
  nChanged 39
		SP:Iteration 15Q (100373.480000 sec): 3 clusters
  Score: Raw -301351.502396 + Penalty 2622.332763 = -298729.169633
  nChanged 52
		SP:Iteration 16Q (100373.540000 sec): 3 clusters
  Score: Raw -301396.456334 + Penalty 2622.332763 = -298774.123571
  nChanged 44
		SP:Iteration 17Q (100373.600000 sec): 3 clusters
  Score: Raw -301419.855241 + Penalty 2622.332763 = -298797.522479
  nChanged 22
		SP:Iteration 18Q (100373.660000 sec): 3 clusters
  Score: Raw -301438.158077 + Penalty 2622.332763 = -298815.825314
  nChanged 23
		SP:Iteration 19Q (100373.720000 sec): 3 clusters
  Score: Raw -301456.901337 + Penalty 2622.332763 = -298834.568575
  nChanged 22
		SP:Iteration 20F (100373.780000 sec): 3 clusters
  Score: Raw -301470.870530 + Penalty 2622.332763 = -298848.537767
  nChanged 17
		SP:Iteration 21Q (100373.840000 sec): 3 clusters
  Score: Raw -301480.412682 + Penalty 2622.332763 = -298858.079919
  nChanged 18
		SP:Iteration 22Q (100373.910000 sec): 3 clusters
  Score: Raw -301489.582288 + Penalty 2622.332763 = -298867.249525
  nChanged 13
		SP:Iteration 23Q (100373.970000 sec): 3 clusters
  Score: Raw -301495.066929 + Penalty 2622.332763 = -298872.734166
  nChanged 8
		SP:Iteration 24Q (100374.030000 sec): 3 clusters
  Score: Raw -301500.129197 + Penalty 2622.332763 = -298877.796435
  nChanged 10
		SP:Iteration 25Q (100374.090000 sec): 3 clusters
  Score: Raw -301504.727485 + Penalty 2622.332763 = -298882.394722
  nChanged 8
		SP:Iteration 26Q (100374.150000 sec): 3 clusters
  Score: Raw -301509.005902 + Penalty 2622.332763 = -298886.673139
  nChanged 10
		SP:Iteration 27Q (100374.210000 sec): 3 clusters
  Score: Raw -301514.592255 + Penalty 2622.332763 = -298892.259493
  nChanged 4
		SP:Iteration 28Q (100374.270000 sec): 3 clusters
  Score: Raw -301516.017235 + Penalty 2622.332763 = -298893.684472
  nChanged 1
		SP:Iteration 29Q (100374.330000 sec): 3 clusters
  Score: Raw -301516.256158 + Penalty 2622.332763 = -298893.923396
  nChanged 1
		SP:Iteration 30Q (100374.390000 sec): 3 clusters
  Score: Raw -301516.744699 + Penalty 2622.332763 = -298894.411937
  nChanged 2
		SP:Iteration 31Q (100374.450000 sec): 3 clusters
  Score: Raw -301517.752527 + Penalty 2622.332763 = -298895.419764
  nChanged 4
		SP:Iteration 32Q (100374.510000 sec): 3 clusters
  Score: Raw -301518.895310 + Penalty 2622.332763 = -298896.562548
  nChanged 2
		SP:Iteration 33Q (100374.570000 sec): 3 clusters
  Score: Raw -301519.471336 + Penalty 2622.332763 = -298897.138573
  nChanged 3
		SP:Iteration 34Q (100374.630000 sec): 3 clusters
  Score: Raw -301520.628360 + Penalty 2622.332763 = -298898.295598
  nChanged 0
		SP:Iteration 35F (100374.690000 sec): 3 clusters
  Score: Raw -301520.628360 + Penalty 2622.332763 = -298898.295598
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100374.760000 sec): 2 clusters
  Score: Raw -281326.634083 + Penalty 1285.470974 = -280041.163109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100374.820000 sec): 3 clusters
  Score: Raw -280038.699176 + Penalty 2570.941949 = -277467.757227
  nChanged 1013
		SP:Iteration 1F (100374.870000 sec): 3 clusters
  Score: Raw -280618.514931 + Penalty 2570.941949 = -278047.572982
  nChanged 217
		SP:Iteration 2F (100374.930000 sec): 3 clusters
  Score: Raw -280745.437400 + Penalty 2570.941949 = -278174.495451
  nChanged 117
		SP:Iteration 3Q (100374.980000 sec): 3 clusters
  Score: Raw -280803.359388 + Penalty 2570.941949 = -278232.417439
  nChanged 80
		SP:Iteration 4Q (100375.040000 sec): 3 clusters
  Score: Raw -280850.839110 + Penalty 2570.941949 = -278279.897161
  nChanged 74
		SP:Iteration 5Q (100375.090000 sec): 3 clusters
  Score: Raw -280887.848298 + Penalty 2570.941949 = -278316.906349
  nChanged 53
		SP:Iteration 6Q (100375.150000 sec): 3 clusters
  Score: Raw -280913.514299 + Penalty 2570.941949 = -278342.572350
  nChanged 47
		SP:Iteration 7Q (100375.200000 sec): 3 clusters
  Score: Raw -280932.472772 + Penalty 2570.941949 = -278361.530823
  nChanged 34
		SP:Iteration 8Q (100375.260000 sec): 3 clusters
  Score: Raw -280945.731465 + Penalty 2570.941949 = -278374.789516
  nChanged 21
		SP:Iteration 9Q (100375.310000 sec): 3 clusters
  Score: Raw -280955.866109 + Penalty 2570.941949 = -278384.924160
  nChanged 16
		SP:Iteration 10Q (100375.370000 sec): 3 clusters
  Score: Raw -280961.438771 + Penalty 2570.941949 = -278390.496822
  nChanged 19
		SP:Iteration 11Q (100375.420000 sec): 3 clusters
  Score: Raw -280966.816058 + Penalty 2570.941949 = -278395.874109
  nChanged 21
		SP:Iteration 12Q (100375.480000 sec): 3 clusters
  Score: Raw -280972.737284 + Penalty 2570.941949 = -278401.795335
  nChanged 10
		SP:Iteration 13Q (100375.530000 sec): 3 clusters
  Score: Raw -280976.080286 + Penalty 2570.941949 = -278405.138337
  nChanged 12
		SP:Iteration 14Q (100375.590000 sec): 3 clusters
  Score: Raw -280979.355205 + Penalty 2570.941949 = -278408.413256
  nChanged 9
		SP:Iteration 15Q (100375.640000 sec): 3 clusters
  Score: Raw -280981.315067 + Penalty 2570.941949 = -278410.373118
  nChanged 4
		SP:Iteration 16Q (100375.700000 sec): 3 clusters
  Score: Raw -280982.558469 + Penalty 2570.941949 = -278411.616520
  nChanged 4
		SP:Iteration 17Q (100375.750000 sec): 3 clusters
  Score: Raw -280983.109565 + Penalty 2570.941949 = -278412.167616
  nChanged 2
		SP:Iteration 18Q (100375.810000 sec): 3 clusters
  Score: Raw -280983.557360 + Penalty 2570.941949 = -278412.615411
  nChanged 0
		SP:Iteration 19F (100375.860000 sec): 3 clusters
  Score: Raw -280983.557360 + Penalty 2570.941949 = -278412.615411
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (8102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100375.970000 sec): 2 clusters
  Score: Raw -860927.836089 + Penalty 1462.478261 = -859465.357827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100376.130000 sec): 3 clusters
  Score: Raw -856510.329504 + Penalty 2924.956523 = -853585.372982
  nChanged 3331
		SP:Iteration 1F (100376.270000 sec): 3 clusters
  Score: Raw -858247.743673 + Penalty 2924.956523 = -855322.787150
  nChanged 460
		SP:Iteration 2F (100376.420000 sec): 3 clusters
  Score: Raw -858452.494903 + Penalty 2924.956523 = -855527.538381
  nChanged 384
		SP:Iteration 3Q (100376.570000 sec): 3 clusters
  Score: Raw -858615.697356 + Penalty 2924.956523 = -855690.740833
  nChanged 346
		SP:Iteration 4Q (100376.720000 sec): 3 clusters
  Score: Raw -858772.932155 + Penalty 2924.956523 = -855847.975632
  nChanged 337
		SP:Iteration 5Q (100376.870000 sec): 3 clusters
  Score: Raw -858931.622661 + Penalty 2924.956523 = -856006.666138
  nChanged 333
		SP:Iteration 6Q (100377.000000 sec): 3 clusters
  Score: Raw -859104.781444 + Penalty 2924.956523 = -856179.824922
  nChanged 342
		SP:Iteration 7Q (100377.150000 sec): 3 clusters
  Score: Raw -859302.759838 + Penalty 2924.956523 = -856377.803315
  nChanged 347
		SP:Iteration 8Q (100377.310000 sec): 3 clusters
  Score: Raw -859527.859552 + Penalty 2924.956523 = -856602.903029
  nChanged 355
		SP:Iteration 9Q (100377.460000 sec): 3 clusters
  Score: Raw -859774.673015 + Penalty 2924.956523 = -856849.716493
  nChanged 307
		SP:Iteration 10Q (100377.610000 sec): 3 clusters
  Score: Raw -860022.187767 + Penalty 2924.956523 = -857097.231244
  nChanged 269
		SP:Iteration 11Q (100377.750000 sec): 3 clusters
  Score: Raw -860252.090218 + Penalty 2924.956523 = -857327.133695
  nChanged 248
		SP:Iteration 12Q (100377.880000 sec): 3 clusters
  Score: Raw -860462.875937 + Penalty 2924.956523 = -857537.919414
  nChanged 209
		SP:Iteration 13Q (100378.020000 sec): 3 clusters
  Score: Raw -860612.335004 + Penalty 2924.956523 = -857687.378481
  nChanged 151
		SP:Iteration 14Q (100378.160000 sec): 3 clusters
  Score: Raw -860720.784256 + Penalty 2924.956523 = -857795.827733
  nChanged 115
		SP:Iteration 15Q (100378.290000 sec): 3 clusters
  Score: Raw -860807.205487 + Penalty 2924.956523 = -857882.248965
  nChanged 103
		SP:Iteration 16Q (100378.430000 sec): 3 clusters
  Score: Raw -860881.037900 + Penalty 2924.956523 = -857956.081378
  nChanged 67
		SP:Iteration 17Q (100378.560000 sec): 3 clusters
  Score: Raw -860928.778906 + Penalty 2924.956523 = -858003.822383
  nChanged 50
		SP:Iteration 18Q (100378.690000 sec): 3 clusters
  Score: Raw -860967.781501 + Penalty 2924.956523 = -858042.824978
  nChanged 41
		SP:Iteration 19Q (100378.820000 sec): 3 clusters
  Score: Raw -860996.047551 + Penalty 2924.956523 = -858071.091029
  nChanged 32
		SP:Iteration 20F (100378.960000 sec): 3 clusters
  Score: Raw -861020.571173 + Penalty 2924.956523 = -858095.614650
  nChanged 30
		SP:Iteration 21Q (100379.090000 sec): 3 clusters
  Score: Raw -861045.380292 + Penalty 2924.956523 = -858120.423769
  nChanged 24
		SP:Iteration 22Q (100379.210000 sec): 3 clusters
  Score: Raw -861066.029526 + Penalty 2924.956523 = -858141.073004
  nChanged 25
		SP:Iteration 23Q (100379.330000 sec): 3 clusters
  Score: Raw -861084.243350 + Penalty 2924.956523 = -858159.286827
  nChanged 24
		SP:Iteration 24Q (100379.450000 sec): 3 clusters
  Score: Raw -861100.831322 + Penalty 2924.956523 = -858175.874799
  nChanged 16
		SP:Iteration 25Q (100379.570000 sec): 3 clusters
  Score: Raw -861111.532860 + Penalty 2924.956523 = -858186.576337
  nChanged 17
		SP:Iteration 26Q (100379.700000 sec): 3 clusters
  Score: Raw -861122.415684 + Penalty 2924.956523 = -858197.459161
  nChanged 10
		SP:Iteration 27Q (100379.830000 sec): 3 clusters
  Score: Raw -861129.430269 + Penalty 2924.956523 = -858204.473746
  nChanged 9
		SP:Iteration 28Q (100379.950000 sec): 3 clusters
  Score: Raw -861135.809395 + Penalty 2924.956523 = -858210.852872
  nChanged 6
		SP:Iteration 29Q (100380.090000 sec): 3 clusters
  Score: Raw -861140.123579 + Penalty 2924.956523 = -858215.167056
  nChanged 6
		SP:Iteration 30Q (100380.210000 sec): 3 clusters
  Score: Raw -861144.670771 + Penalty 2924.956523 = -858219.714248
  nChanged 5
		SP:Iteration 31Q (100380.340000 sec): 3 clusters
  Score: Raw -861148.718054 + Penalty 2924.956523 = -858223.761531
  nChanged 1
		SP:Iteration 32Q (100380.460000 sec): 3 clusters
  Score: Raw -861149.421989 + Penalty 2924.956523 = -858224.465466
  nChanged 3
		SP:Iteration 33Q (100380.590000 sec): 3 clusters
  Score: Raw -861151.940087 + Penalty 2924.956523 = -858226.983565
  nChanged 2
		SP:Iteration 34Q (100380.720000 sec): 3 clusters
  Score: Raw -861153.583578 + Penalty 2924.956523 = -858228.627055
  nChanged 5
		SP:Iteration 35Q (100380.840000 sec): 3 clusters
  Score: Raw -861156.033979 + Penalty 2924.956523 = -858231.077456
  nChanged 2
		SP:Iteration 36Q (100380.970000 sec): 3 clusters
  Score: Raw -861156.746568 + Penalty 2924.956523 = -858231.790046
  nChanged 1
		SP:Iteration 37Q (100381.090000 sec): 3 clusters
  Score: Raw -861156.953523 + Penalty 2924.956523 = -858231.997000
  nChanged 0
		SP:Iteration 38F (100381.240000 sec): 3 clusters
  Score: Raw -861156.953523 + Penalty 2924.956523 = -858231.997000
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100381.310000 sec): 2 clusters
  Score: Raw -136711.659896 + Penalty 1194.563212 = -135517.096684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100381.340000 sec): 3 clusters
  Score: Raw -136120.183274 + Penalty 2389.126424 = -133731.056851
  nChanged 541
		SP:Iteration 1F (100381.370000 sec): 3 clusters
  Score: Raw -136578.670283 + Penalty 2389.126424 = -134189.543859
  nChanged 135
		SP:Iteration 2F (100381.400000 sec): 3 clusters
  Score: Raw -136718.855001 + Penalty 2389.126424 = -134329.728577
  nChanged 90
		SP:Iteration 3F (100381.430000 sec): 3 clusters
  Score: Raw -136828.770438 + Penalty 2389.126424 = -134439.644014
  nChanged 80
		SP:Iteration 4F (100381.460000 sec): 3 clusters
  Score: Raw -136913.458907 + Penalty 2389.126424 = -134524.332484
  nChanged 59
		SP:Iteration 5Q (100381.490000 sec): 3 clusters
  Score: Raw -136972.607590 + Penalty 2389.126424 = -134583.481166
  nChanged 43
		SP:Iteration 6Q (100381.520000 sec): 3 clusters
  Score: Raw -137020.898128 + Penalty 2389.126424 = -134631.771705
  nChanged 49
		SP:Iteration 7Q (100381.550000 sec): 3 clusters
  Score: Raw -137088.812412 + Penalty 2389.126424 = -134699.685989
  nChanged 36
		SP:Iteration 8Q (100381.590000 sec): 3 clusters
  Score: Raw -137134.076830 + Penalty 2389.126424 = -134744.950407
  nChanged 31
		SP:Iteration 9Q (100381.620000 sec): 3 clusters
  Score: Raw -137174.228782 + Penalty 2389.126424 = -134785.102358
  nChanged 26
		SP:Iteration 10Q (100381.650000 sec): 3 clusters
  Score: Raw -137196.199575 + Penalty 2389.126424 = -134807.073151
  nChanged 18
		SP:Iteration 11Q (100381.680000 sec): 3 clusters
  Score: Raw -137215.032101 + Penalty 2389.126424 = -134825.905678
  nChanged 17
		SP:Iteration 12Q (100381.710000 sec): 3 clusters
  Score: Raw -137228.371505 + Penalty 2389.126424 = -134839.245082
  nChanged 14
		SP:Iteration 13Q (100381.740000 sec): 3 clusters
  Score: Raw -137236.650728 + Penalty 2389.126424 = -134847.524305
  nChanged 8
		SP:Iteration 14Q (100381.770000 sec): 3 clusters
  Score: Raw -137242.398191 + Penalty 2389.126424 = -134853.271767
  nChanged 9
		SP:Iteration 15Q (100381.800000 sec): 3 clusters
  Score: Raw -137249.862642 + Penalty 2389.126424 = -134860.736218
  nChanged 5
		SP:Iteration 16Q (100381.830000 sec): 3 clusters
  Score: Raw -137253.174454 + Penalty 2389.126424 = -134864.048030
  nChanged 2
		SP:Iteration 17Q (100381.860000 sec): 3 clusters
  Score: Raw -137255.309916 + Penalty 2389.126424 = -134866.183492
  nChanged 5
		SP:Iteration 18Q (100381.890000 sec): 3 clusters
  Score: Raw -137258.629940 + Penalty 2389.126424 = -134869.503516
  nChanged 4
		SP:Iteration 19Q (100381.910000 sec): 3 clusters
  Score: Raw -137261.314427 + Penalty 2389.126424 = -134872.188004
  nChanged 3
		SP:Iteration 20F (100381.950000 sec): 3 clusters
  Score: Raw -137265.582161 + Penalty 2389.126424 = -134876.455737
  nChanged 4
		SP:Iteration 21Q (100381.970000 sec): 3 clusters
  Score: Raw -137268.078769 + Penalty 2389.126424 = -134878.952345
  nChanged 4
		SP:Iteration 22Q (100382.010000 sec): 3 clusters
  Score: Raw -137271.902579 + Penalty 2389.126424 = -134882.776155
  nChanged 7
		SP:Iteration 23Q (100382.030000 sec): 3 clusters
  Score: Raw -137275.382778 + Penalty 2389.126424 = -134886.256354
  nChanged 4
		SP:Iteration 24Q (100382.070000 sec): 3 clusters
  Score: Raw -137277.347896 + Penalty 2389.126424 = -134888.221472
  nChanged 4
		SP:Iteration 25Q (100382.090000 sec): 3 clusters
  Score: Raw -137279.503146 + Penalty 2389.126424 = -134890.376722
  nChanged 2
		SP:Iteration 26Q (100382.120000 sec): 3 clusters
  Score: Raw -137281.014479 + Penalty 2389.126424 = -134891.888055
  nChanged 5
		SP:Iteration 27Q (100382.150000 sec): 3 clusters
  Score: Raw -137284.585341 + Penalty 2389.126424 = -134895.458917
  nChanged 3
		SP:Iteration 28Q (100382.180000 sec): 3 clusters
  Score: Raw -137286.489125 + Penalty 2389.126424 = -134897.362701
  nChanged 3
		SP:Iteration 29Q (100382.210000 sec): 3 clusters
  Score: Raw -137288.538857 + Penalty 2389.126424 = -134899.412434
  nChanged 1
		SP:Iteration 30Q (100382.240000 sec): 3 clusters
  Score: Raw -137288.944629 + Penalty 2389.126424 = -134899.818205
  nChanged 1
		SP:Iteration 31Q (100382.270000 sec): 3 clusters
  Score: Raw -137292.767759 + Penalty 2389.126424 = -134903.641335
  nChanged 4
		SP:Iteration 32Q (100382.300000 sec): 3 clusters
  Score: Raw -137294.421309 + Penalty 2389.126424 = -134905.294886
  nChanged 4
		SP:Iteration 33Q (100382.330000 sec): 3 clusters
  Score: Raw -137296.915549 + Penalty 2389.126424 = -134907.789125
  nChanged 1
		SP:Iteration 34Q (100382.360000 sec): 3 clusters
  Score: Raw -137298.296586 + Penalty 2389.126424 = -134909.170162
  nChanged 1
		SP:Iteration 35Q (100382.390000 sec): 3 clusters
  Score: Raw -137298.547529 + Penalty 2389.126424 = -134909.421105
  nChanged 1
		SP:Iteration 36Q (100382.420000 sec): 3 clusters
  Score: Raw -137298.983671 + Penalty 2389.126424 = -134909.857248
  nChanged 0
		SP:Iteration 37F (100382.450000 sec): 3 clusters
  Score: Raw -137298.983671 + Penalty 2389.126424 = -134909.857248
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100382.510000 sec): 2 clusters
  Score: Raw -197566.620171 + Penalty 1230.615304 = -196336.004866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100382.550000 sec): 3 clusters
  Score: Raw -196726.409028 + Penalty 2461.230608 = -194265.178420
  nChanged 684
		SP:Iteration 1F (100382.590000 sec): 3 clusters
  Score: Raw -197127.720296 + Penalty 2461.230608 = -194666.489688
  nChanged 145
		SP:Iteration 2F (100382.630000 sec): 3 clusters
  Score: Raw -197233.793423 + Penalty 2461.230608 = -194772.562815
  nChanged 83
		SP:Iteration 3Q (100382.670000 sec): 3 clusters
  Score: Raw -197300.440274 + Penalty 2461.230608 = -194839.209666
  nChanged 74
		SP:Iteration 4Q (100382.710000 sec): 3 clusters
  Score: Raw -197353.083403 + Penalty 2461.230608 = -194891.852795
  nChanged 57
		SP:Iteration 5Q (100382.740000 sec): 3 clusters
  Score: Raw -197403.626958 + Penalty 2461.230608 = -194942.396350
  nChanged 40
		SP:Iteration 6Q (100382.780000 sec): 3 clusters
  Score: Raw -197435.039592 + Penalty 2461.230608 = -194973.808984
  nChanged 33
		SP:Iteration 7Q (100382.820000 sec): 3 clusters
  Score: Raw -197460.002306 + Penalty 2461.230608 = -194998.771698
  nChanged 32
		SP:Iteration 8Q (100382.860000 sec): 3 clusters
  Score: Raw -197487.624040 + Penalty 2461.230608 = -195026.393432
  nChanged 30
		SP:Iteration 9Q (100382.900000 sec): 3 clusters
  Score: Raw -197511.713394 + Penalty 2461.230608 = -195050.482786
  nChanged 35
		SP:Iteration 10Q (100382.930000 sec): 3 clusters
  Score: Raw -197550.268513 + Penalty 2461.230608 = -195089.037905
  nChanged 49
		SP:Iteration 11Q (100382.970000 sec): 3 clusters
  Score: Raw -197609.436826 + Penalty 2461.230608 = -195148.206218
  nChanged 48
		SP:Iteration 12Q (100383.010000 sec): 3 clusters
  Score: Raw -197662.408563 + Penalty 2461.230608 = -195201.177955
  nChanged 38
		SP:Iteration 13Q (100383.050000 sec): 3 clusters
  Score: Raw -197694.481635 + Penalty 2461.230608 = -195233.251027
  nChanged 34
		SP:Iteration 14Q (100383.090000 sec): 3 clusters
  Score: Raw -197728.342339 + Penalty 2461.230608 = -195267.111730
  nChanged 39
		SP:Iteration 15Q (100383.120000 sec): 3 clusters
  Score: Raw -197755.926797 + Penalty 2461.230608 = -195294.696189
  nChanged 25
		SP:Iteration 16Q (100383.160000 sec): 3 clusters
  Score: Raw -197779.320949 + Penalty 2461.230608 = -195318.090341
  nChanged 27
		SP:Iteration 17Q (100383.200000 sec): 3 clusters
  Score: Raw -197798.682804 + Penalty 2461.230608 = -195337.452196
  nChanged 22
		SP:Iteration 18Q (100383.230000 sec): 3 clusters
  Score: Raw -197814.799691 + Penalty 2461.230608 = -195353.569083
  nChanged 21
		SP:Iteration 19Q (100383.270000 sec): 3 clusters
  Score: Raw -197831.874569 + Penalty 2461.230608 = -195370.643961
  nChanged 16
		SP:Iteration 20F (100383.310000 sec): 3 clusters
  Score: Raw -197841.621345 + Penalty 2461.230608 = -195380.390737
  nChanged 11
		SP:Iteration 21Q (100383.350000 sec): 3 clusters
  Score: Raw -197846.989330 + Penalty 2461.230608 = -195385.758721
  nChanged 6
		SP:Iteration 22Q (100383.380000 sec): 3 clusters
  Score: Raw -197849.891169 + Penalty 2461.230608 = -195388.660561
  nChanged 5
		SP:Iteration 23Q (100383.420000 sec): 3 clusters
  Score: Raw -197851.786382 + Penalty 2461.230608 = -195390.555774
  nChanged 1
		SP:Iteration 24Q (100383.460000 sec): 3 clusters
  Score: Raw -197852.446534 + Penalty 2461.230608 = -195391.215926
  nChanged 1
		SP:Iteration 25Q (100383.490000 sec): 3 clusters
  Score: Raw -197852.633234 + Penalty 2461.230608 = -195391.402626
  nChanged 0
		SP:Iteration 26F (100383.530000 sec): 3 clusters
  Score: Raw -197852.633234 + Penalty 2461.230608 = -195391.402626
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100383.610000 sec): 2 clusters
  Score: Raw -378118.162797 + Penalty 1344.583014 = -376773.579784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100383.690000 sec): 3 clusters
  Score: Raw -376165.202927 + Penalty 2689.166027 = -373476.036900
  nChanged 1521
		SP:Iteration 1F (100383.780000 sec): 3 clusters
  Score: Raw -377022.527929 + Penalty 2689.166027 = -374333.361902
  nChanged 355
		SP:Iteration 2F (100383.850000 sec): 3 clusters
  Score: Raw -377254.968239 + Penalty 2689.166027 = -374565.802212
  nChanged 247
		SP:Iteration 3F (100383.920000 sec): 3 clusters
  Score: Raw -377445.266645 + Penalty 2689.166027 = -374756.100618
  nChanged 238
		SP:Iteration 4F (100384.000000 sec): 3 clusters
  Score: Raw -377642.255632 + Penalty 2689.166027 = -374953.089604
  nChanged 222
		SP:Iteration 5F (100384.070000 sec): 3 clusters
  Score: Raw -377847.514123 + Penalty 2689.166027 = -375158.348095
  nChanged 225
		SP:Iteration 6F (100384.150000 sec): 3 clusters
  Score: Raw -378054.301982 + Penalty 2689.166027 = -375365.135955
  nChanged 187
		SP:Iteration 7Q (100384.220000 sec): 3 clusters
  Score: Raw -378240.194095 + Penalty 2689.166027 = -375551.028067
  nChanged 171
		SP:Iteration 8Q (100384.300000 sec): 3 clusters
  Score: Raw -378375.968782 + Penalty 2689.166027 = -375686.802754
  nChanged 118
		SP:Iteration 9Q (100384.380000 sec): 3 clusters
  Score: Raw -378442.092892 + Penalty 2689.166027 = -375752.926864
  nChanged 79
		SP:Iteration 10Q (100384.450000 sec): 3 clusters
  Score: Raw -378483.774226 + Penalty 2689.166027 = -375794.608199
  nChanged 43
		SP:Iteration 11Q (100384.530000 sec): 3 clusters
  Score: Raw -378501.228638 + Penalty 2689.166027 = -375812.062610
  nChanged 29
		SP:Iteration 12Q (100384.600000 sec): 3 clusters
  Score: Raw -378513.684808 + Penalty 2689.166027 = -375824.518781
  nChanged 31
		SP:Iteration 13Q (100384.680000 sec): 3 clusters
  Score: Raw -378526.027851 + Penalty 2689.166027 = -375836.861824
  nChanged 24
		SP:Iteration 14Q (100384.750000 sec): 3 clusters
  Score: Raw -378537.085788 + Penalty 2689.166027 = -375847.919761
  nChanged 23
		SP:Iteration 15Q (100384.830000 sec): 3 clusters
  Score: Raw -378546.445036 + Penalty 2689.166027 = -375857.279009
  nChanged 27
		SP:Iteration 16Q (100384.900000 sec): 3 clusters
  Score: Raw -378555.972657 + Penalty 2689.166027 = -375866.806630
  nChanged 24
		SP:Iteration 17Q (100384.980000 sec): 3 clusters
  Score: Raw -378564.336318 + Penalty 2689.166027 = -375875.170291
  nChanged 20
		SP:Iteration 18Q (100385.060000 sec): 3 clusters
  Score: Raw -378570.790345 + Penalty 2689.166027 = -375881.624318
  nChanged 9
		SP:Iteration 19Q (100385.130000 sec): 3 clusters
  Score: Raw -378574.035924 + Penalty 2689.166027 = -375884.869897
  nChanged 9
		SP:Iteration 20F (100385.200000 sec): 3 clusters
  Score: Raw -378576.595708 + Penalty 2689.166027 = -375887.429681
  nChanged 3
		SP:Iteration 21Q (100385.280000 sec): 3 clusters
  Score: Raw -378577.237914 + Penalty 2689.166027 = -375888.071886
  nChanged 2
		SP:Iteration 22Q (100385.360000 sec): 3 clusters
  Score: Raw -378578.216153 + Penalty 2689.166027 = -375889.050126
  nChanged 4
		SP:Iteration 23Q (100385.430000 sec): 3 clusters
  Score: Raw -378579.012690 + Penalty 2689.166027 = -375889.846663
  nChanged 1
		SP:Iteration 24Q (100385.500000 sec): 3 clusters
  Score: Raw -378579.361172 + Penalty 2689.166027 = -375890.195145
  nChanged 0
		SP:Iteration 25F (100385.580000 sec): 3 clusters
  Score: Raw -378579.361172 + Penalty 2689.166027 = -375890.195145
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (11696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100385.700000 sec): 2 clusters
  Score: Raw -1120669.513615 + Penalty 1522.137855 = -1119147.375760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100385.880000 sec): 3 clusters
  Score: Raw -1113915.875358 + Penalty 3044.275709 = -1110871.599648
  nChanged 5086
		SP:Iteration 1F (100386.040000 sec): 3 clusters
  Score: Raw -1116845.198578 + Penalty 3044.275709 = -1113800.922869
  nChanged 877
		SP:Iteration 2F (100386.210000 sec): 3 clusters
  Score: Raw -1117362.404072 + Penalty 3044.275709 = -1114318.128363
  nChanged 793
		SP:Iteration 3F (100386.390000 sec): 3 clusters
  Score: Raw -1117821.778343 + Penalty 3044.275709 = -1114777.502633
  nChanged 720
		SP:Iteration 4F (100386.550000 sec): 3 clusters
  Score: Raw -1118238.194577 + Penalty 3044.275709 = -1115193.918868
  nChanged 659
		SP:Iteration 5F (100386.750000 sec): 3 clusters
  Score: Raw -1118674.008545 + Penalty 3044.275709 = -1115629.732836
  nChanged 618
		SP:Iteration 6F (100386.910000 sec): 3 clusters
  Score: Raw -1119071.032210 + Penalty 3044.275709 = -1116026.756501
  nChanged 529
		SP:Iteration 7Q (100387.090000 sec): 3 clusters
  Score: Raw -1119429.866430 + Penalty 3044.275709 = -1116385.590721
  nChanged 504
		SP:Iteration 8Q (100387.270000 sec): 3 clusters
  Score: Raw -1119752.984558 + Penalty 3044.275709 = -1116708.708849
  nChanged 415
		SP:Iteration 9Q (100387.440000 sec): 3 clusters
  Score: Raw -1120034.488604 + Penalty 3044.275709 = -1116990.212895
  nChanged 350
		SP:Iteration 10Q (100387.620000 sec): 3 clusters
  Score: Raw -1120239.221515 + Penalty 3044.275709 = -1117194.945806
  nChanged 317
		SP:Iteration 11Q (100387.790000 sec): 3 clusters
  Score: Raw -1120440.241866 + Penalty 3044.275709 = -1117395.966157
  nChanged 286
		SP:Iteration 12Q (100387.980000 sec): 3 clusters
  Score: Raw -1120613.663626 + Penalty 3044.275709 = -1117569.387917
  nChanged 245
		SP:Iteration 13Q (100388.150000 sec): 3 clusters
  Score: Raw -1120774.014893 + Penalty 3044.275709 = -1117729.739184
  nChanged 235
		SP:Iteration 14Q (100388.320000 sec): 3 clusters
  Score: Raw -1120919.196220 + Penalty 3044.275709 = -1117874.920511
  nChanged 211
		SP:Iteration 15Q (100388.500000 sec): 3 clusters
  Score: Raw -1121054.862928 + Penalty 3044.275709 = -1118010.587219
  nChanged 187
		SP:Iteration 16Q (100388.660000 sec): 3 clusters
  Score: Raw -1121172.569778 + Penalty 3044.275709 = -1118128.294069
  nChanged 180
		SP:Iteration 17Q (100388.840000 sec): 3 clusters
  Score: Raw -1121273.215381 + Penalty 3044.275709 = -1118228.939672
  nChanged 149
		SP:Iteration 18Q (100389.000000 sec): 3 clusters
  Score: Raw -1121344.984219 + Penalty 3044.275709 = -1118300.708510
  nChanged 119
		SP:Iteration 19Q (100389.180000 sec): 3 clusters
  Score: Raw -1121382.743489 + Penalty 3044.275709 = -1118338.467780
  nChanged 77
		SP:Iteration 20F (100389.340000 sec): 3 clusters
  Score: Raw -1121407.316371 + Penalty 3044.275709 = -1118363.040662
  nChanged 52
		SP:Iteration 21Q (100389.520000 sec): 3 clusters
  Score: Raw -1121423.258865 + Penalty 3044.275709 = -1118378.983156
  nChanged 52
		SP:Iteration 22Q (100389.680000 sec): 3 clusters
  Score: Raw -1121439.523924 + Penalty 3044.275709 = -1118395.248215
  nChanged 41
		SP:Iteration 23Q (100389.870000 sec): 3 clusters
  Score: Raw -1121450.455558 + Penalty 3044.275709 = -1118406.179849
  nChanged 28
		SP:Iteration 24Q (100390.030000 sec): 3 clusters
  Score: Raw -1121458.848326 + Penalty 3044.275709 = -1118414.572616
  nChanged 28
		SP:Iteration 25Q (100390.220000 sec): 3 clusters
  Score: Raw -1121466.413986 + Penalty 3044.275709 = -1118422.138277
  nChanged 28
		SP:Iteration 26Q (100390.380000 sec): 3 clusters
  Score: Raw -1121473.552925 + Penalty 3044.275709 = -1118429.277216
  nChanged 20
		SP:Iteration 27Q (100390.550000 sec): 3 clusters
  Score: Raw -1121478.184132 + Penalty 3044.275709 = -1118433.908423
  nChanged 13
		SP:Iteration 28Q (100390.710000 sec): 3 clusters
  Score: Raw -1121480.890433 + Penalty 3044.275709 = -1118436.614724
  nChanged 13
		SP:Iteration 29Q (100390.900000 sec): 3 clusters
  Score: Raw -1121482.863690 + Penalty 3044.275709 = -1118438.587980
  nChanged 4
		SP:Iteration 30Q (100391.060000 sec): 3 clusters
  Score: Raw -1121483.389329 + Penalty 3044.275709 = -1118439.113620
  nChanged 1
		SP:Iteration 31Q (100391.230000 sec): 3 clusters
  Score: Raw -1121483.530373 + Penalty 3044.275709 = -1118439.254664
  nChanged 1
		SP:Iteration 32Q (100391.390000 sec): 3 clusters
  Score: Raw -1121483.646458 + Penalty 3044.275709 = -1118439.370749
  nChanged 1
		SP:Iteration 33Q (100391.580000 sec): 3 clusters
  Score: Raw -1121484.103320 + Penalty 3044.275709 = -1118439.827610
  nChanged 1
		SP:Iteration 34Q (100391.740000 sec): 3 clusters
  Score: Raw -1121484.260549 + Penalty 3044.275709 = -1118439.984840
  nChanged 1
		SP:Iteration 35Q (100391.920000 sec): 3 clusters
  Score: Raw -1121484.364626 + Penalty 3044.275709 = -1118440.088917
  nChanged 1
		SP:Iteration 36Q (100392.230000 sec): 3 clusters
  Score: Raw -1121484.538523 + Penalty 3044.275709 = -1118440.262814
  nChanged 1
		SP:Iteration 37Q (100392.380000 sec): 3 clusters
  Score: Raw -1121484.598451 + Penalty 3044.275709 = -1118440.322742
  nChanged 1
		SP:Iteration 38Q (100392.570000 sec): 3 clusters
  Score: Raw -1121484.714269 + Penalty 3044.275709 = -1118440.438560
  nChanged 3
		SP:Iteration 39Q (100392.730000 sec): 3 clusters
  Score: Raw -1121485.391373 + Penalty 3044.275709 = -1118441.115664
  nChanged 3
		SP:Iteration 40F (100392.900000 sec): 3 clusters
  Score: Raw -1121485.674982 + Penalty 3044.275709 = -1118441.399273
  nChanged 2
		SP:Iteration 41Q (100393.060000 sec): 3 clusters
  Score: Raw -1121485.889319 + Penalty 3044.275709 = -1118441.613610
  nChanged 5
		SP:Iteration 42Q (100393.240000 sec): 3 clusters
  Score: Raw -1121486.560188 + Penalty 3044.275709 = -1118442.284478
  nChanged 3
		SP:Iteration 43Q (100393.390000 sec): 3 clusters
  Score: Raw -1121486.897062 + Penalty 3044.275709 = -1118442.621353
  nChanged 2
		SP:Iteration 44Q (100393.560000 sec): 3 clusters
  Score: Raw -1121487.173625 + Penalty 3044.275709 = -1118442.897916
  nChanged 0
		SP:Iteration 45F (100393.730000 sec): 3 clusters
  Score: Raw -1121487.173625 + Penalty 3044.275709 = -1118442.897916
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100393.820000 sec): 2 clusters
  Score: Raw -468650.899937 + Penalty 1383.033257 = -467267.866680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100393.920000 sec): 3 clusters
  Score: Raw -466069.215610 + Penalty 2766.066515 = -463303.149095
  nChanged 2021
		SP:Iteration 1F (100394.010000 sec): 3 clusters
  Score: Raw -467229.783790 + Penalty 2766.066515 = -464463.717275
  nChanged 383
		SP:Iteration 2F (100394.100000 sec): 3 clusters
  Score: Raw -467502.552778 + Penalty 2766.066515 = -464736.486264
  nChanged 304
		SP:Iteration 3F (100394.190000 sec): 3 clusters
  Score: Raw -467708.230295 + Penalty 2766.066515 = -464942.163780
  nChanged 256
		SP:Iteration 4F (100394.290000 sec): 3 clusters
  Score: Raw -467861.972271 + Penalty 2766.066515 = -465095.905756
  nChanged 215
		SP:Iteration 5Q (100394.380000 sec): 3 clusters
  Score: Raw -467983.109927 + Penalty 2766.066515 = -465217.043413
  nChanged 167
		SP:Iteration 6Q (100394.480000 sec): 3 clusters
  Score: Raw -468070.052571 + Penalty 2766.066515 = -465303.986056
  nChanged 135
		SP:Iteration 7Q (100394.570000 sec): 3 clusters
  Score: Raw -468131.647127 + Penalty 2766.066515 = -465365.580612
  nChanged 126
		SP:Iteration 8Q (100394.670000 sec): 3 clusters
  Score: Raw -468191.109672 + Penalty 2766.066515 = -465425.043157
  nChanged 101
		SP:Iteration 9Q (100394.760000 sec): 3 clusters
  Score: Raw -468249.021594 + Penalty 2766.066515 = -465482.955080
  nChanged 123
		SP:Iteration 10Q (100394.860000 sec): 3 clusters
  Score: Raw -468308.450142 + Penalty 2766.066515 = -465542.383627
  nChanged 100
		SP:Iteration 11Q (100394.950000 sec): 3 clusters
  Score: Raw -468374.750283 + Penalty 2766.066515 = -465608.683768
  nChanged 106
		SP:Iteration 12Q (100395.050000 sec): 3 clusters
  Score: Raw -468439.273870 + Penalty 2766.066515 = -465673.207356
  nChanged 115
		SP:Iteration 13Q (100395.140000 sec): 3 clusters
  Score: Raw -468512.765473 + Penalty 2766.066515 = -465746.698958
  nChanged 125
		SP:Iteration 14Q (100395.240000 sec): 3 clusters
  Score: Raw -468593.264813 + Penalty 2766.066515 = -465827.198298
  nChanged 128
		SP:Iteration 15Q (100395.330000 sec): 3 clusters
  Score: Raw -468686.442271 + Penalty 2766.066515 = -465920.375756
  nChanged 143
		SP:Iteration 16Q (100395.420000 sec): 3 clusters
  Score: Raw -468791.400347 + Penalty 2766.066515 = -466025.333832
  nChanged 124
		SP:Iteration 17Q (100395.520000 sec): 3 clusters
  Score: Raw -468860.875328 + Penalty 2766.066515 = -466094.808813
  nChanged 86
		SP:Iteration 18Q (100395.610000 sec): 3 clusters
  Score: Raw -468905.546046 + Penalty 2766.066515 = -466139.479531
  nChanged 64
		SP:Iteration 19Q (100395.710000 sec): 3 clusters
  Score: Raw -468934.932741 + Penalty 2766.066515 = -466168.866227
  nChanged 44
		SP:Iteration 20F (100395.800000 sec): 3 clusters
  Score: Raw -468959.670829 + Penalty 2766.066515 = -466193.604314
  nChanged 43
		SP:Iteration 21Q (100395.890000 sec): 3 clusters
  Score: Raw -468977.879225 + Penalty 2766.066515 = -466211.812710
  nChanged 43
		SP:Iteration 22Q (100395.990000 sec): 3 clusters
  Score: Raw -468996.251327 + Penalty 2766.066515 = -466230.184812
  nChanged 39
		SP:Iteration 23Q (100396.080000 sec): 3 clusters
  Score: Raw -469012.073861 + Penalty 2766.066515 = -466246.007346
  nChanged 31
		SP:Iteration 24Q (100396.180000 sec): 3 clusters
  Score: Raw -469020.992499 + Penalty 2766.066515 = -466254.925984
  nChanged 21
		SP:Iteration 25Q (100396.270000 sec): 3 clusters
  Score: Raw -469028.810775 + Penalty 2766.066515 = -466262.744260
  nChanged 23
		SP:Iteration 26Q (100396.370000 sec): 3 clusters
  Score: Raw -469037.424526 + Penalty 2766.066515 = -466271.358012
  nChanged 21
		SP:Iteration 27Q (100396.460000 sec): 3 clusters
  Score: Raw -469045.770298 + Penalty 2766.066515 = -466279.703784
  nChanged 24
		SP:Iteration 28Q (100396.550000 sec): 3 clusters
  Score: Raw -469059.925331 + Penalty 2766.066515 = -466293.858816
  nChanged 40
		SP:Iteration 29Q (100396.650000 sec): 3 clusters
  Score: Raw -469078.595134 + Penalty 2766.066515 = -466312.528619
  nChanged 33
		SP:Iteration 30Q (100396.740000 sec): 3 clusters
  Score: Raw -469094.117740 + Penalty 2766.066515 = -466328.051225
  nChanged 22
		SP:Iteration 31Q (100396.830000 sec): 3 clusters
  Score: Raw -469101.865964 + Penalty 2766.066515 = -466335.799449
  nChanged 16
		SP:Iteration 32Q (100396.930000 sec): 3 clusters
  Score: Raw -469105.622126 + Penalty 2766.066515 = -466339.555611
  nChanged 13
		SP:Iteration 33Q (100397.020000 sec): 3 clusters
  Score: Raw -469108.867277 + Penalty 2766.066515 = -466342.800762
  nChanged 4
		SP:Iteration 34Q (100397.110000 sec): 3 clusters
  Score: Raw -469109.581503 + Penalty 2766.066515 = -466343.514988
  nChanged 8
		SP:Iteration 35Q (100397.210000 sec): 3 clusters
  Score: Raw -469111.779735 + Penalty 2766.066515 = -466345.713220
  nChanged 9
		SP:Iteration 36Q (100397.300000 sec): 3 clusters
  Score: Raw -469114.425687 + Penalty 2766.066515 = -466348.359172
  nChanged 5
		SP:Iteration 37Q (100397.390000 sec): 3 clusters
  Score: Raw -469115.671790 + Penalty 2766.066515 = -466349.605275
  nChanged 7
		SP:Iteration 38Q (100397.490000 sec): 3 clusters
  Score: Raw -469116.988321 + Penalty 2766.066515 = -466350.921806
  nChanged 3
		SP:Iteration 39Q (100397.580000 sec): 3 clusters
  Score: Raw -469117.553613 + Penalty 2766.066515 = -466351.487098
  nChanged 2
		SP:Iteration 40F (100397.670000 sec): 3 clusters
  Score: Raw -469117.675808 + Penalty 2766.066515 = -466351.609294
  nChanged 1
		SP:Iteration 41Q (100397.770000 sec): 3 clusters
  Score: Raw -469117.859210 + Penalty 2766.066515 = -466351.792695
  nChanged 0
		SP:Iteration 42F (100397.860000 sec): 3 clusters
  Score: Raw -469117.859210 + Penalty 2766.066515 = -466351.792695
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100397.940000 sec): 2 clusters
  Score: Raw -538854.152608 + Penalty 1386.239000 = -537467.913608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100398.070000 sec): 3 clusters
  Score: Raw -536248.326124 + Penalty 2772.478001 = -533475.848123
  nChanged 2054
		SP:Iteration 1F (100398.170000 sec): 3 clusters
  Score: Raw -537348.914940 + Penalty 2772.478001 = -534576.436939
  nChanged 328
		SP:Iteration 2F (100398.270000 sec): 3 clusters
  Score: Raw -537491.716324 + Penalty 2772.478001 = -534719.238323
  nChanged 214
		SP:Iteration 3Q (100398.370000 sec): 3 clusters
  Score: Raw -537581.722266 + Penalty 2772.478001 = -534809.244265
  nChanged 187
		SP:Iteration 4Q (100398.470000 sec): 3 clusters
  Score: Raw -537662.703804 + Penalty 2772.478001 = -534890.225803
  nChanged 179
		SP:Iteration 5Q (100398.570000 sec): 3 clusters
  Score: Raw -537738.331805 + Penalty 2772.478001 = -534965.853804
  nChanged 163
		SP:Iteration 6Q (100398.670000 sec): 3 clusters
  Score: Raw -537804.997110 + Penalty 2772.478001 = -535032.519109
  nChanged 155
		SP:Iteration 7Q (100398.770000 sec): 3 clusters
  Score: Raw -537869.532344 + Penalty 2772.478001 = -535097.054343
  nChanged 132
		SP:Iteration 8Q (100398.870000 sec): 3 clusters
  Score: Raw -537927.065839 + Penalty 2772.478001 = -535154.587838
  nChanged 138
		SP:Iteration 9Q (100398.970000 sec): 3 clusters
  Score: Raw -537982.646977 + Penalty 2772.478001 = -535210.168976
  nChanged 128
		SP:Iteration 10Q (100399.070000 sec): 3 clusters
  Score: Raw -538032.877615 + Penalty 2772.478001 = -535260.399614
  nChanged 114
		SP:Iteration 11Q (100399.170000 sec): 3 clusters
  Score: Raw -538085.957957 + Penalty 2772.478001 = -535313.479956
  nChanged 107
		SP:Iteration 12Q (100399.270000 sec): 3 clusters
  Score: Raw -538133.469749 + Penalty 2772.478001 = -535360.991748
  nChanged 111
		SP:Iteration 13Q (100399.370000 sec): 3 clusters
  Score: Raw -538186.139151 + Penalty 2772.478001 = -535413.661150
  nChanged 112
		SP:Iteration 14Q (100399.480000 sec): 3 clusters
  Score: Raw -538244.410865 + Penalty 2772.478001 = -535471.932864
  nChanged 120
		SP:Iteration 15Q (100399.580000 sec): 3 clusters
  Score: Raw -538304.460769 + Penalty 2772.478001 = -535531.982768
  nChanged 116
		SP:Iteration 16Q (100399.680000 sec): 3 clusters
  Score: Raw -538364.677281 + Penalty 2772.478001 = -535592.199280
  nChanged 102
		SP:Iteration 17Q (100399.780000 sec): 3 clusters
  Score: Raw -538426.439044 + Penalty 2772.478001 = -535653.961043
  nChanged 110
		SP:Iteration 18Q (100399.900000 sec): 3 clusters
  Score: Raw -538483.739936 + Penalty 2772.478001 = -535711.261935
  nChanged 103
		SP:Iteration 19Q (100400.000000 sec): 3 clusters
  Score: Raw -538540.719611 + Penalty 2772.478001 = -535768.241610
  nChanged 98
		SP:Iteration 20F (100400.100000 sec): 3 clusters
  Score: Raw -538601.317727 + Penalty 2772.478001 = -535828.839726
  nChanged 83
		SP:Iteration 21Q (100400.200000 sec): 3 clusters
  Score: Raw -538654.693803 + Penalty 2772.478001 = -535882.215802
  nChanged 70
		SP:Iteration 22Q (100400.300000 sec): 3 clusters
  Score: Raw -538702.481471 + Penalty 2772.478001 = -535930.003470
  nChanged 75
		SP:Iteration 23Q (100400.400000 sec): 3 clusters
  Score: Raw -538754.566692 + Penalty 2772.478001 = -535982.088691
  nChanged 69
		SP:Iteration 24Q (100400.490000 sec): 3 clusters
  Score: Raw -538793.820650 + Penalty 2772.478001 = -536021.342649
  nChanged 41
		SP:Iteration 25Q (100400.590000 sec): 3 clusters
  Score: Raw -538815.117754 + Penalty 2772.478001 = -536042.639753
  nChanged 39
		SP:Iteration 26Q (100400.690000 sec): 3 clusters
  Score: Raw -538837.989691 + Penalty 2772.478001 = -536065.511690
  nChanged 34
		SP:Iteration 27Q (100400.790000 sec): 3 clusters
  Score: Raw -538858.170335 + Penalty 2772.478001 = -536085.692334
  nChanged 21
		SP:Iteration 28Q (100400.880000 sec): 3 clusters
  Score: Raw -538870.452059 + Penalty 2772.478001 = -536097.974058
  nChanged 20
		SP:Iteration 29Q (100400.980000 sec): 3 clusters
  Score: Raw -538881.374068 + Penalty 2772.478001 = -536108.896067
  nChanged 15
		SP:Iteration 30Q (100401.070000 sec): 3 clusters
  Score: Raw -538892.158628 + Penalty 2772.478001 = -536119.680627
  nChanged 12
		SP:Iteration 31Q (100401.170000 sec): 3 clusters
  Score: Raw -538897.285870 + Penalty 2772.478001 = -536124.807869
  nChanged 6
		SP:Iteration 32Q (100401.260000 sec): 3 clusters
  Score: Raw -538899.705503 + Penalty 2772.478001 = -536127.227502
  nChanged 8
		SP:Iteration 33Q (100401.360000 sec): 3 clusters
  Score: Raw -538904.027488 + Penalty 2772.478001 = -536131.549487
  nChanged 8
		SP:Iteration 34Q (100401.450000 sec): 3 clusters
  Score: Raw -538907.188967 + Penalty 2772.478001 = -536134.710966
  nChanged 7
		SP:Iteration 35Q (100401.550000 sec): 3 clusters
  Score: Raw -538910.039156 + Penalty 2772.478001 = -536137.561155
  nChanged 3
		SP:Iteration 36Q (100401.650000 sec): 3 clusters
  Score: Raw -538911.179607 + Penalty 2772.478001 = -536138.701606
  nChanged 4
		SP:Iteration 37Q (100401.740000 sec): 3 clusters
  Score: Raw -538913.261469 + Penalty 2772.478001 = -536140.783468
  nChanged 4
		SP:Iteration 38Q (100401.830000 sec): 3 clusters
  Score: Raw -538914.425110 + Penalty 2772.478001 = -536141.947109
  nChanged 4
		SP:Iteration 39Q (100401.930000 sec): 3 clusters
  Score: Raw -538916.341649 + Penalty 2772.478001 = -536143.863648
  nChanged 5
		SP:Iteration 40F (100402.030000 sec): 3 clusters
  Score: Raw -538919.083152 + Penalty 2772.478001 = -536146.605151
  nChanged 2
		SP:Iteration 41Q (100402.130000 sec): 3 clusters
  Score: Raw -538919.831683 + Penalty 2772.478001 = -536147.353682
  nChanged 3
		SP:Iteration 42Q (100402.220000 sec): 3 clusters
  Score: Raw -538921.096523 + Penalty 2772.478001 = -536148.618522
  nChanged 5
		SP:Iteration 43Q (100402.310000 sec): 3 clusters
  Score: Raw -538923.794647 + Penalty 2772.478001 = -536151.316646
  nChanged 4
		SP:Iteration 44Q (100402.410000 sec): 3 clusters
  Score: Raw -538926.109357 + Penalty 2772.478001 = -536153.631356
  nChanged 6
		SP:Iteration 45Q (100402.510000 sec): 3 clusters
  Score: Raw -538928.591089 + Penalty 2772.478001 = -536156.113088
  nChanged 10
		SP:Iteration 46Q (100402.600000 sec): 3 clusters
  Score: Raw -538934.748280 + Penalty 2772.478001 = -536162.270279
  nChanged 8
		SP:Iteration 47Q (100402.690000 sec): 3 clusters
  Score: Raw -538938.163023 + Penalty 2772.478001 = -536165.685022
  nChanged 8
		SP:Iteration 48Q (100402.790000 sec): 3 clusters
  Score: Raw -538940.779421 + Penalty 2772.478001 = -536168.301420
  nChanged 5
		SP:Iteration 49Q (100402.880000 sec): 3 clusters
  Score: Raw -538943.299834 + Penalty 2772.478001 = -536170.821833
  nChanged 4
		SP:Iteration 50Q (100402.980000 sec): 3 clusters
  Score: Raw -538944.865445 + Penalty 2772.478001 = -536172.387444
  nChanged 4
		SP:Iteration 51Q (100403.070000 sec): 3 clusters
  Score: Raw -538947.274192 + Penalty 2772.478001 = -536174.796191
  nChanged 6
		SP:Iteration 52Q (100403.170000 sec): 3 clusters
  Score: Raw -538950.805426 + Penalty 2772.478001 = -536178.327425
  nChanged 4
		SP:Iteration 53Q (100403.260000 sec): 3 clusters
  Score: Raw -538953.196088 + Penalty 2772.478001 = -536180.718087
  nChanged 1
		SP:Iteration 54Q (100403.360000 sec): 3 clusters
  Score: Raw -538953.743599 + Penalty 2772.478001 = -536181.265598
  nChanged 1
		SP:Iteration 55Q (100403.450000 sec): 3 clusters
  Score: Raw -538954.826502 + Penalty 2772.478001 = -536182.348501
  nChanged 3
		SP:Iteration 56Q (100403.550000 sec): 3 clusters
  Score: Raw -538956.496205 + Penalty 2772.478001 = -536184.018204
  nChanged 3
		SP:Iteration 57Q (100403.640000 sec): 3 clusters
  Score: Raw -538957.835008 + Penalty 2772.478001 = -536185.357007
  nChanged 1
		SP:Iteration 58Q (100403.740000 sec): 3 clusters
  Score: Raw -538958.110482 + Penalty 2772.478001 = -536185.632481
  nChanged 0
		SP:Iteration 59F (100403.840000 sec): 3 clusters
  Score: Raw -538958.110482 + Penalty 2772.478001 = -536185.632481
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100403.910000 sec): 2 clusters
  Score: Raw -346020.465820 + Penalty 1332.769781 = -344687.696039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100403.980000 sec): 3 clusters
  Score: Raw -344231.014063 + Penalty 2665.539562 = -341565.474501
  nChanged 1404
		SP:Iteration 1F (100404.050000 sec): 3 clusters
  Score: Raw -345018.152376 + Penalty 2665.539562 = -342352.612814
  nChanged 297
		SP:Iteration 2F (100404.120000 sec): 3 clusters
  Score: Raw -345240.935124 + Penalty 2665.539562 = -342575.395562
  nChanged 214
		SP:Iteration 3F (100404.190000 sec): 3 clusters
  Score: Raw -345454.072582 + Penalty 2665.539562 = -342788.533020
  nChanged 218
		SP:Iteration 4F (100404.250000 sec): 3 clusters
  Score: Raw -345674.302911 + Penalty 2665.539562 = -343008.763349
  nChanged 202
		SP:Iteration 5F (100404.320000 sec): 3 clusters
  Score: Raw -345817.710075 + Penalty 2665.539562 = -343152.170513
  nChanged 156
		SP:Iteration 6Q (100404.390000 sec): 3 clusters
  Score: Raw -345921.128526 + Penalty 2665.539562 = -343255.588964
  nChanged 130
		SP:Iteration 7Q (100404.460000 sec): 3 clusters
  Score: Raw -345996.846578 + Penalty 2665.539562 = -343331.307016
  nChanged 101
		SP:Iteration 8Q (100404.530000 sec): 3 clusters
  Score: Raw -346061.662682 + Penalty 2665.539562 = -343396.123120
  nChanged 92
		SP:Iteration 9Q (100404.600000 sec): 3 clusters
  Score: Raw -346118.204744 + Penalty 2665.539562 = -343452.665182
  nChanged 79
		SP:Iteration 10Q (100404.670000 sec): 3 clusters
  Score: Raw -346170.166756 + Penalty 2665.539562 = -343504.627194
  nChanged 82
		SP:Iteration 11Q (100404.740000 sec): 3 clusters
  Score: Raw -346227.087254 + Penalty 2665.539562 = -343561.547692
  nChanged 98
		SP:Iteration 12Q (100404.810000 sec): 3 clusters
  Score: Raw -346298.686979 + Penalty 2665.539562 = -343633.147417
  nChanged 100
		SP:Iteration 13Q (100404.870000 sec): 3 clusters
  Score: Raw -346373.190267 + Penalty 2665.539562 = -343707.650705
  nChanged 100
		SP:Iteration 14Q (100404.940000 sec): 3 clusters
  Score: Raw -346446.461683 + Penalty 2665.539562 = -343780.922121
  nChanged 85
		SP:Iteration 15Q (100405.010000 sec): 3 clusters
  Score: Raw -346507.691505 + Penalty 2665.539562 = -343842.151943
  nChanged 76
		SP:Iteration 16Q (100405.080000 sec): 3 clusters
  Score: Raw -346562.621279 + Penalty 2665.539562 = -343897.081717
  nChanged 75
		SP:Iteration 17Q (100405.150000 sec): 3 clusters
  Score: Raw -346618.649055 + Penalty 2665.539562 = -343953.109493
  nChanged 68
		SP:Iteration 18Q (100405.220000 sec): 3 clusters
  Score: Raw -346662.766095 + Penalty 2665.539562 = -343997.226533
  nChanged 51
		SP:Iteration 19Q (100405.290000 sec): 3 clusters
  Score: Raw -346691.481352 + Penalty 2665.539562 = -344025.941790
  nChanged 45
		SP:Iteration 20F (100405.350000 sec): 3 clusters
  Score: Raw -346714.939364 + Penalty 2665.539562 = -344049.399802
  nChanged 33
		SP:Iteration 21Q (100405.420000 sec): 3 clusters
  Score: Raw -346726.604323 + Penalty 2665.539562 = -344061.064761
  nChanged 28
		SP:Iteration 22Q (100405.490000 sec): 3 clusters
  Score: Raw -346738.283745 + Penalty 2665.539562 = -344072.744183
  nChanged 18
		SP:Iteration 23Q (100405.550000 sec): 3 clusters
  Score: Raw -346747.793167 + Penalty 2665.539562 = -344082.253605
  nChanged 20
		SP:Iteration 24Q (100405.620000 sec): 3 clusters
  Score: Raw -346756.429020 + Penalty 2665.539562 = -344090.889458
  nChanged 18
		SP:Iteration 25Q (100405.690000 sec): 3 clusters
  Score: Raw -346762.596519 + Penalty 2665.539562 = -344097.056957
  nChanged 17
		SP:Iteration 26Q (100405.760000 sec): 3 clusters
  Score: Raw -346767.830766 + Penalty 2665.539562 = -344102.291204
  nChanged 10
		SP:Iteration 27Q (100405.830000 sec): 3 clusters
  Score: Raw -346769.622405 + Penalty 2665.539562 = -344104.082843
  nChanged 5
		SP:Iteration 28Q (100405.890000 sec): 3 clusters
  Score: Raw -346771.175677 + Penalty 2665.539562 = -344105.636115
  nChanged 3
		SP:Iteration 29Q (100405.960000 sec): 3 clusters
  Score: Raw -346772.277452 + Penalty 2665.539562 = -344106.737890
  nChanged 5
		SP:Iteration 30Q (100406.030000 sec): 3 clusters
  Score: Raw -346773.264785 + Penalty 2665.539562 = -344107.725223
  nChanged 4
		SP:Iteration 31Q (100406.100000 sec): 3 clusters
  Score: Raw -346773.920283 + Penalty 2665.539562 = -344108.380721
  nChanged 1
		SP:Iteration 32Q (100406.170000 sec): 3 clusters
  Score: Raw -346774.074814 + Penalty 2665.539562 = -344108.535252
  nChanged 2
		SP:Iteration 33Q (100406.230000 sec): 3 clusters
  Score: Raw -346774.272912 + Penalty 2665.539562 = -344108.733350
  nChanged 3
		SP:Iteration 34Q (100406.300000 sec): 3 clusters
  Score: Raw -346775.117633 + Penalty 2665.539562 = -344109.578071
  nChanged 4
		SP:Iteration 35Q (100406.370000 sec): 3 clusters
  Score: Raw -346776.535586 + Penalty 2665.539562 = -344110.996024
  nChanged 6
		SP:Iteration 36Q (100406.430000 sec): 3 clusters
  Score: Raw -346777.921177 + Penalty 2665.539562 = -344112.381615
  nChanged 4
		SP:Iteration 37Q (100406.500000 sec): 3 clusters
  Score: Raw -346778.971252 + Penalty 2665.539562 = -344113.431690
  nChanged 3
		SP:Iteration 38Q (100406.570000 sec): 3 clusters
  Score: Raw -346779.607934 + Penalty 2665.539562 = -344114.068372
  nChanged 2
		SP:Iteration 39Q (100406.640000 sec): 3 clusters
  Score: Raw -346780.270637 + Penalty 2665.539562 = -344114.731075
  nChanged 2
		SP:Iteration 40F (100406.710000 sec): 3 clusters
  Score: Raw -346780.666310 + Penalty 2665.539562 = -344115.126748
  nChanged 3
		SP:Iteration 41Q (100406.770000 sec): 3 clusters
  Score: Raw -346781.738181 + Penalty 2665.539562 = -344116.198619
  nChanged 4
		SP:Iteration 42Q (100406.840000 sec): 3 clusters
  Score: Raw -346783.151886 + Penalty 2665.539562 = -344117.612324
  nChanged 6
		SP:Iteration 43Q (100406.910000 sec): 3 clusters
  Score: Raw -346784.846580 + Penalty 2665.539562 = -344119.307018
  nChanged 6
		SP:Iteration 44Q (100406.970000 sec): 3 clusters
  Score: Raw -346786.838344 + Penalty 2665.539562 = -344121.298782
  nChanged 7
		SP:Iteration 45Q (100407.040000 sec): 3 clusters
  Score: Raw -346788.989513 + Penalty 2665.539562 = -344123.449951
  nChanged 3
		SP:Iteration 46Q (100407.110000 sec): 3 clusters
  Score: Raw -346790.650704 + Penalty 2665.539562 = -344125.111142
  nChanged 4
		SP:Iteration 47Q (100407.180000 sec): 3 clusters
  Score: Raw -346792.475850 + Penalty 2665.539562 = -344126.936288
  nChanged 5
		SP:Iteration 48Q (100407.250000 sec): 3 clusters
  Score: Raw -346793.726170 + Penalty 2665.539562 = -344128.186608
  nChanged 6
		SP:Iteration 49Q (100407.310000 sec): 3 clusters
  Score: Raw -346795.174224 + Penalty 2665.539562 = -344129.634662
  nChanged 5
		SP:Iteration 50Q (100407.380000 sec): 3 clusters
  Score: Raw -346796.095620 + Penalty 2665.539562 = -344130.556058
  nChanged 3
		SP:Iteration 51Q (100407.450000 sec): 3 clusters
  Score: Raw -346796.559665 + Penalty 2665.539562 = -344131.020103
  nChanged 2
		SP:Iteration 52Q (100407.510000 sec): 3 clusters
  Score: Raw -346796.883589 + Penalty 2665.539562 = -344131.344027
  nChanged 1
		SP:Iteration 53Q (100407.580000 sec): 3 clusters
  Score: Raw -346797.090505 + Penalty 2665.539562 = -344131.550943
  nChanged 0
		SP:Iteration 54F (100407.650000 sec): 3 clusters
  Score: Raw -346797.090505 + Penalty 2665.539562 = -344131.550943
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100407.720000 sec): 2 clusters
  Score: Raw -217687.778498 + Penalty 1255.581221 = -216432.197278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100407.760000 sec): 3 clusters
  Score: Raw -216679.948932 + Penalty 2511.162441 = -214168.786491
  nChanged 851
		SP:Iteration 1F (100407.810000 sec): 3 clusters
  Score: Raw -217267.861848 + Penalty 2511.162441 = -214756.699407
  nChanged 209
		SP:Iteration 2F (100407.850000 sec): 3 clusters
  Score: Raw -217475.964747 + Penalty 2511.162441 = -214964.802306
  nChanged 158
		SP:Iteration 3F (100407.890000 sec): 3 clusters
  Score: Raw -217647.276093 + Penalty 2511.162441 = -215136.113652
  nChanged 130
		SP:Iteration 4F (100407.930000 sec): 3 clusters
  Score: Raw -217786.735741 + Penalty 2511.162441 = -215275.573300
  nChanged 99
		SP:Iteration 5Q (100407.980000 sec): 3 clusters
  Score: Raw -217877.363438 + Penalty 2511.162441 = -215366.200997
  nChanged 72
		SP:Iteration 6Q (100408.020000 sec): 3 clusters
  Score: Raw -217930.603129 + Penalty 2511.162441 = -215419.440688
  nChanged 42
		SP:Iteration 7Q (100408.070000 sec): 3 clusters
  Score: Raw -217962.396525 + Penalty 2511.162441 = -215451.234084
  nChanged 35
		SP:Iteration 8Q (100408.110000 sec): 3 clusters
  Score: Raw -217987.420781 + Penalty 2511.162441 = -215476.258340
  nChanged 27
		SP:Iteration 9Q (100408.170000 sec): 3 clusters
  Score: Raw -218003.895590 + Penalty 2511.162441 = -215492.733149
  nChanged 19
		SP:Iteration 10Q (100408.210000 sec): 3 clusters
  Score: Raw -218015.288718 + Penalty 2511.162441 = -215504.126277
  nChanged 19
		SP:Iteration 11Q (100408.260000 sec): 3 clusters
  Score: Raw -218026.235821 + Penalty 2511.162441 = -215515.073380
  nChanged 16
		SP:Iteration 12Q (100408.300000 sec): 3 clusters
  Score: Raw -218035.539526 + Penalty 2511.162441 = -215524.377085
  nChanged 15
		SP:Iteration 13Q (100408.350000 sec): 3 clusters
  Score: Raw -218044.696863 + Penalty 2511.162441 = -215533.534421
  nChanged 12
		SP:Iteration 14Q (100408.390000 sec): 3 clusters
  Score: Raw -218049.523805 + Penalty 2511.162441 = -215538.361364
  nChanged 10
		SP:Iteration 15Q (100408.440000 sec): 3 clusters
  Score: Raw -218054.377725 + Penalty 2511.162441 = -215543.215284
  nChanged 6
		SP:Iteration 16Q (100408.480000 sec): 3 clusters
  Score: Raw -218057.038620 + Penalty 2511.162441 = -215545.876179
  nChanged 7
		SP:Iteration 17Q (100408.520000 sec): 3 clusters
  Score: Raw -218060.643625 + Penalty 2511.162441 = -215549.481184
  nChanged 9
		SP:Iteration 18Q (100408.570000 sec): 3 clusters
  Score: Raw -218065.150650 + Penalty 2511.162441 = -215553.988209
  nChanged 5
		SP:Iteration 19Q (100408.610000 sec): 3 clusters
  Score: Raw -218066.483781 + Penalty 2511.162441 = -215555.321340
  nChanged 6
		SP:Iteration 20F (100408.650000 sec): 3 clusters
  Score: Raw -218069.659036 + Penalty 2511.162441 = -215558.496595
  nChanged 4
		SP:Iteration 21Q (100408.690000 sec): 3 clusters
  Score: Raw -218071.167914 + Penalty 2511.162441 = -215560.005473
  nChanged 4
		SP:Iteration 22Q (100408.740000 sec): 3 clusters
  Score: Raw -218072.241017 + Penalty 2511.162441 = -215561.078575
  nChanged 2
		SP:Iteration 23Q (100408.780000 sec): 3 clusters
  Score: Raw -218073.218599 + Penalty 2511.162441 = -215562.056158
  nChanged 5
		SP:Iteration 24Q (100408.830000 sec): 3 clusters
  Score: Raw -218074.609596 + Penalty 2511.162441 = -215563.447154
  nChanged 1
		SP:Iteration 25Q (100408.870000 sec): 3 clusters
  Score: Raw -218074.704340 + Penalty 2511.162441 = -215563.541899
  nChanged 2
		SP:Iteration 26Q (100408.910000 sec): 3 clusters
  Score: Raw -218075.868057 + Penalty 2511.162441 = -215564.705616
  nChanged 1
		SP:Iteration 27Q (100408.950000 sec): 3 clusters
  Score: Raw -218076.134313 + Penalty 2511.162441 = -215564.971872
  nChanged 0
		SP:Iteration 28F (100409.000000 sec): 3 clusters
  Score: Raw -218076.134313 + Penalty 2511.162441 = -215564.971872
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100409.090000 sec): 2 clusters
  Score: Raw -703359.979094 + Penalty 1446.427795 = -701913.551299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100409.250000 sec): 3 clusters
  Score: Raw -699433.215661 + Penalty 2892.855590 = -696540.360071
  nChanged 3081
		SP:Iteration 1F (100409.360000 sec): 3 clusters
  Score: Raw -701161.108331 + Penalty 2892.855590 = -698268.252741
  nChanged 510
		SP:Iteration 2F (100409.470000 sec): 3 clusters
  Score: Raw -701450.476645 + Penalty 2892.855590 = -698557.621055
  nChanged 439
		SP:Iteration 3F (100409.590000 sec): 3 clusters
  Score: Raw -701688.077847 + Penalty 2892.855590 = -698795.222258
  nChanged 373
		SP:Iteration 4F (100409.700000 sec): 3 clusters
  Score: Raw -701879.444943 + Penalty 2892.855590 = -698986.589354
  nChanged 338
		SP:Iteration 5Q (100409.820000 sec): 3 clusters
  Score: Raw -702052.365302 + Penalty 2892.855590 = -699159.509712
  nChanged 301
		SP:Iteration 6Q (100409.940000 sec): 3 clusters
  Score: Raw -702193.816015 + Penalty 2892.855590 = -699300.960425
  nChanged 275
		SP:Iteration 7Q (100410.060000 sec): 3 clusters
  Score: Raw -702336.912396 + Penalty 2892.855590 = -699444.056806
  nChanged 261
		SP:Iteration 8Q (100410.180000 sec): 3 clusters
  Score: Raw -702479.228929 + Penalty 2892.855590 = -699586.373340
  nChanged 240
		SP:Iteration 9Q (100410.300000 sec): 3 clusters
  Score: Raw -702623.889323 + Penalty 2892.855590 = -699731.033733
  nChanged 259
		SP:Iteration 10Q (100410.410000 sec): 3 clusters
  Score: Raw -702787.082168 + Penalty 2892.855590 = -699894.226579
  nChanged 246
		SP:Iteration 11Q (100410.530000 sec): 3 clusters
  Score: Raw -702906.769096 + Penalty 2892.855590 = -700013.913507
  nChanged 216
		SP:Iteration 12Q (100410.650000 sec): 3 clusters
  Score: Raw -703004.145696 + Penalty 2892.855590 = -700111.290106
  nChanged 142
		SP:Iteration 13Q (100410.770000 sec): 3 clusters
  Score: Raw -703059.871637 + Penalty 2892.855590 = -700167.016048
  nChanged 120
		SP:Iteration 14Q (100410.890000 sec): 3 clusters
  Score: Raw -703097.234718 + Penalty 2892.855590 = -700204.379128
  nChanged 100
		SP:Iteration 15Q (100411.000000 sec): 3 clusters
  Score: Raw -703120.596789 + Penalty 2892.855590 = -700227.741199
  nChanged 74
		SP:Iteration 16Q (100411.120000 sec): 3 clusters
  Score: Raw -703139.337467 + Penalty 2892.855590 = -700246.481877
  nChanged 63
		SP:Iteration 17Q (100411.240000 sec): 3 clusters
  Score: Raw -703159.218355 + Penalty 2892.855590 = -700266.362765
  nChanged 66
		SP:Iteration 18Q (100411.350000 sec): 3 clusters
  Score: Raw -703182.176674 + Penalty 2892.855590 = -700289.321084
  nChanged 79
		SP:Iteration 19Q (100411.470000 sec): 3 clusters
  Score: Raw -703206.856434 + Penalty 2892.855590 = -700314.000844
  nChanged 82
		SP:Iteration 20F (100411.590000 sec): 3 clusters
  Score: Raw -703232.995045 + Penalty 2892.855590 = -700340.139455
  nChanged 77
		SP:Iteration 21Q (100411.710000 sec): 3 clusters
  Score: Raw -703255.429106 + Penalty 2892.855590 = -700362.573517
  nChanged 79
		SP:Iteration 22Q (100411.820000 sec): 3 clusters
  Score: Raw -703278.776648 + Penalty 2892.855590 = -700385.921058
  nChanged 61
		SP:Iteration 23Q (100411.940000 sec): 3 clusters
  Score: Raw -703294.622766 + Penalty 2892.855590 = -700401.767176
  nChanged 51
		SP:Iteration 24Q (100412.060000 sec): 3 clusters
  Score: Raw -703306.760587 + Penalty 2892.855590 = -700413.904998
  nChanged 54
		SP:Iteration 25Q (100412.170000 sec): 3 clusters
  Score: Raw -703319.780312 + Penalty 2892.855590 = -700426.924723
  nChanged 57
		SP:Iteration 26Q (100412.290000 sec): 3 clusters
  Score: Raw -703334.724971 + Penalty 2892.855590 = -700441.869382
  nChanged 58
		SP:Iteration 27Q (100412.410000 sec): 3 clusters
  Score: Raw -703352.945702 + Penalty 2892.855590 = -700460.090112
  nChanged 64
		SP:Iteration 28Q (100412.530000 sec): 3 clusters
  Score: Raw -703375.569605 + Penalty 2892.855590 = -700482.714015
  nChanged 64
		SP:Iteration 29Q (100412.650000 sec): 3 clusters
  Score: Raw -703398.251922 + Penalty 2892.855590 = -700505.396333
  nChanged 67
		SP:Iteration 30Q (100412.770000 sec): 3 clusters
  Score: Raw -703422.006634 + Penalty 2892.855590 = -700529.151044
  nChanged 61
		SP:Iteration 31Q (100412.890000 sec): 3 clusters
  Score: Raw -703442.154523 + Penalty 2892.855590 = -700549.298934
  nChanged 58
		SP:Iteration 32Q (100413.010000 sec): 3 clusters
  Score: Raw -703463.644584 + Penalty 2892.855590 = -700570.788994
  nChanged 66
		SP:Iteration 33Q (100413.140000 sec): 3 clusters
  Score: Raw -703491.915916 + Penalty 2892.855590 = -700599.060327
  nChanged 63
		SP:Iteration 34Q (100413.270000 sec): 3 clusters
  Score: Raw -703517.800338 + Penalty 2892.855590 = -700624.944749
  nChanged 63
		SP:Iteration 35Q (100413.390000 sec): 3 clusters
  Score: Raw -703539.128619 + Penalty 2892.855590 = -700646.273029
  nChanged 50
		SP:Iteration 36Q (100413.520000 sec): 3 clusters
  Score: Raw -703557.992053 + Penalty 2892.855590 = -700665.136464
  nChanged 51
		SP:Iteration 37Q (100413.650000 sec): 3 clusters
  Score: Raw -703574.946326 + Penalty 2892.855590 = -700682.090736
  nChanged 43
		SP:Iteration 38Q (100413.780000 sec): 3 clusters
  Score: Raw -703587.444189 + Penalty 2892.855590 = -700694.588599
  nChanged 37
		SP:Iteration 39Q (100413.910000 sec): 3 clusters
  Score: Raw -703597.979714 + Penalty 2892.855590 = -700705.124125
  nChanged 29
		SP:Iteration 40F (100414.030000 sec): 3 clusters
  Score: Raw -703606.771669 + Penalty 2892.855590 = -700713.916079
  nChanged 34
		SP:Iteration 41Q (100414.160000 sec): 3 clusters
  Score: Raw -703615.027642 + Penalty 2892.855590 = -700722.172053
  nChanged 31
		SP:Iteration 42Q (100414.290000 sec): 3 clusters
  Score: Raw -703622.681365 + Penalty 2892.855590 = -700729.825775
  nChanged 33
		SP:Iteration 43Q (100414.420000 sec): 3 clusters
  Score: Raw -703631.855198 + Penalty 2892.855590 = -700738.999608
  nChanged 28
		SP:Iteration 44Q (100414.550000 sec): 3 clusters
  Score: Raw -703638.699475 + Penalty 2892.855590 = -700745.843886
  nChanged 28
		SP:Iteration 45Q (100414.670000 sec): 3 clusters
  Score: Raw -703645.810308 + Penalty 2892.855590 = -700752.954719
  nChanged 23
		SP:Iteration 46Q (100414.800000 sec): 3 clusters
  Score: Raw -703650.445789 + Penalty 2892.855590 = -700757.590199
  nChanged 15
		SP:Iteration 47Q (100414.930000 sec): 3 clusters
  Score: Raw -703654.710274 + Penalty 2892.855590 = -700761.854685
  nChanged 18
		SP:Iteration 48Q (100415.050000 sec): 3 clusters
  Score: Raw -703659.432799 + Penalty 2892.855590 = -700766.577209
  nChanged 16
		SP:Iteration 49Q (100415.180000 sec): 3 clusters
  Score: Raw -703663.320505 + Penalty 2892.855590 = -700770.464915
  nChanged 17
		SP:Iteration 50Q (100415.310000 sec): 3 clusters
  Score: Raw -703668.127155 + Penalty 2892.855590 = -700775.271566
  nChanged 15
		SP:Iteration 51Q (100415.430000 sec): 3 clusters
  Score: Raw -703673.557300 + Penalty 2892.855590 = -700780.701710
  nChanged 18
		SP:Iteration 52Q (100415.560000 sec): 3 clusters
  Score: Raw -703680.630688 + Penalty 2892.855590 = -700787.775099
  nChanged 21
		SP:Iteration 53Q (100415.690000 sec): 3 clusters
  Score: Raw -703686.873580 + Penalty 2892.855590 = -700794.017991
  nChanged 18
		SP:Iteration 54Q (100415.820000 sec): 3 clusters
  Score: Raw -703693.421042 + Penalty 2892.855590 = -700800.565453
  nChanged 16
		SP:Iteration 55Q (100415.940000 sec): 3 clusters
  Score: Raw -703697.093005 + Penalty 2892.855590 = -700804.237415
  nChanged 10
		SP:Iteration 56Q (100416.070000 sec): 3 clusters
  Score: Raw -703699.593426 + Penalty 2892.855590 = -700806.737836
  nChanged 7
		SP:Iteration 57Q (100416.200000 sec): 3 clusters
  Score: Raw -703702.252403 + Penalty 2892.855590 = -700809.396813
  nChanged 11
		SP:Iteration 58Q (100416.320000 sec): 3 clusters
  Score: Raw -703705.685057 + Penalty 2892.855590 = -700812.829468
  nChanged 16
		SP:Iteration 59Q (100416.450000 sec): 3 clusters
  Score: Raw -703709.171016 + Penalty 2892.855590 = -700816.315427
  nChanged 18
		SP:Iteration 60F (100416.580000 sec): 3 clusters
  Score: Raw -703715.354700 + Penalty 2892.855590 = -700822.499111
  nChanged 20
		SP:Iteration 61Q (100416.710000 sec): 3 clusters
  Score: Raw -703720.524036 + Penalty 2892.855590 = -700827.668446
  nChanged 15
		SP:Iteration 62Q (100416.830000 sec): 3 clusters
  Score: Raw -703724.522550 + Penalty 2892.855590 = -700831.666961
  nChanged 18
		SP:Iteration 63Q (100416.960000 sec): 3 clusters
  Score: Raw -703729.201244 + Penalty 2892.855590 = -700836.345654
  nChanged 12
		SP:Iteration 64Q (100417.080000 sec): 3 clusters
  Score: Raw -703732.184924 + Penalty 2892.855590 = -700839.329335
  nChanged 8
		SP:Iteration 65Q (100417.210000 sec): 3 clusters
  Score: Raw -703733.727058 + Penalty 2892.855590 = -700840.871469
  nChanged 7
		SP:Iteration 66Q (100417.340000 sec): 3 clusters
  Score: Raw -703735.018414 + Penalty 2892.855590 = -700842.162825
  nChanged 2
		SP:Iteration 67Q (100417.460000 sec): 3 clusters
  Score: Raw -703735.376494 + Penalty 2892.855590 = -700842.520904
  nChanged 3
		SP:Iteration 68Q (100417.590000 sec): 3 clusters
  Score: Raw -703735.714879 + Penalty 2892.855590 = -700842.859289
  nChanged 2
		SP:Iteration 69Q (100417.720000 sec): 3 clusters
  Score: Raw -703735.927619 + Penalty 2892.855590 = -700843.072029
  nChanged 1
		SP:Iteration 70Q (100417.840000 sec): 3 clusters
  Score: Raw -703736.031280 + Penalty 2892.855590 = -700843.175690
  nChanged 0
		SP:Iteration 71F (100417.970000 sec): 3 clusters
  Score: Raw -703736.031280 + Penalty 2892.855590 = -700843.175690
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100418.160000 sec): 2 clusters
  Score: Raw -1706644.474859 + Penalty 1570.279981 = -1705074.194878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100418.390000 sec): 3 clusters
  Score: Raw -1697316.276664 + Penalty 3140.559962 = -1694175.716702
  nChanged 6998
		SP:Iteration 1F (100418.580000 sec): 3 clusters
  Score: Raw -1701075.913865 + Penalty 3140.559962 = -1697935.353903
  nChanged 868
		SP:Iteration 2F (100418.770000 sec): 3 clusters
  Score: Raw -1701384.885546 + Penalty 3140.559962 = -1698244.325584
  nChanged 700
		SP:Iteration 3Q (100418.960000 sec): 3 clusters
  Score: Raw -1701627.717880 + Penalty 3140.559962 = -1698487.157918
  nChanged 649
		SP:Iteration 4Q (100419.170000 sec): 3 clusters
  Score: Raw -1701892.051243 + Penalty 3140.559962 = -1698751.491281
  nChanged 677
		SP:Iteration 5Q (100419.370000 sec): 3 clusters
  Score: Raw -1702189.583330 + Penalty 3140.559962 = -1699049.023368
  nChanged 664
		SP:Iteration 6Q (100419.580000 sec): 3 clusters
  Score: Raw -1702486.599534 + Penalty 3140.559962 = -1699346.039573
  nChanged 740
		SP:Iteration 7Q (100419.850000 sec): 3 clusters
  Score: Raw -1702811.728286 + Penalty 3140.559962 = -1699671.168324
  nChanged 746
		SP:Iteration 8Q (100420.050000 sec): 3 clusters
  Score: Raw -1703160.480164 + Penalty 3140.559962 = -1700019.920202
  nChanged 767
		SP:Iteration 9Q (100420.250000 sec): 3 clusters
  Score: Raw -1703589.964276 + Penalty 3140.559962 = -1700449.404315
  nChanged 780
		SP:Iteration 10Q (100420.470000 sec): 3 clusters
  Score: Raw -1704126.933197 + Penalty 3140.559962 = -1700986.373235
  nChanged 775
		SP:Iteration 11Q (100420.740000 sec): 3 clusters
  Score: Raw -1704786.339257 + Penalty 3140.559962 = -1701645.779295
  nChanged 715
		SP:Iteration 12Q (100420.950000 sec): 3 clusters
  Score: Raw -1705468.536365 + Penalty 3140.559962 = -1702327.976403
  nChanged 580
		SP:Iteration 13Q (100421.150000 sec): 3 clusters
  Score: Raw -1705985.835465 + Penalty 3140.559962 = -1702845.275503
  nChanged 396
		SP:Iteration 14Q (100421.350000 sec): 3 clusters
  Score: Raw -1706273.344968 + Penalty 3140.559962 = -1703132.785006
  nChanged 269
		SP:Iteration 15Q (100421.620000 sec): 3 clusters
  Score: Raw -1706443.973233 + Penalty 3140.559962 = -1703303.413271
  nChanged 218
		SP:Iteration 16Q (100421.810000 sec): 3 clusters
  Score: Raw -1706565.291215 + Penalty 3140.559962 = -1703424.731253
  nChanged 182
		SP:Iteration 17Q (100422.010000 sec): 3 clusters
  Score: Raw -1706656.779679 + Penalty 3140.559962 = -1703516.219717
  nChanged 142
		SP:Iteration 18Q (100422.200000 sec): 3 clusters
  Score: Raw -1706731.508310 + Penalty 3140.559962 = -1703590.948348
  nChanged 116
		SP:Iteration 19Q (100422.400000 sec): 3 clusters
  Score: Raw -1706788.605222 + Penalty 3140.559962 = -1703648.045260
  nChanged 100
		SP:Iteration 20F (100422.600000 sec): 3 clusters
  Score: Raw -1706842.582180 + Penalty 3140.559962 = -1703702.022218
  nChanged 86
		SP:Iteration 21Q (100422.860000 sec): 3 clusters
  Score: Raw -1706882.650962 + Penalty 3140.559962 = -1703742.091000
  nChanged 77
		SP:Iteration 22Q (100423.090000 sec): 3 clusters
  Score: Raw -1706913.587118 + Penalty 3140.559962 = -1703773.027157
  nChanged 63
		SP:Iteration 23Q (100423.290000 sec): 3 clusters
  Score: Raw -1706938.137322 + Penalty 3140.559962 = -1703797.577361
  nChanged 53
		SP:Iteration 24Q (100423.510000 sec): 3 clusters
  Score: Raw -1706958.985787 + Penalty 3140.559962 = -1703818.425825
  nChanged 62
		SP:Iteration 25Q (100423.770000 sec): 3 clusters
  Score: Raw -1706984.753433 + Penalty 3140.559962 = -1703844.193471
  nChanged 50
		SP:Iteration 26Q (100423.970000 sec): 3 clusters
  Score: Raw -1707003.030961 + Penalty 3140.559962 = -1703862.470999
  nChanged 40
		SP:Iteration 27Q (100424.170000 sec): 3 clusters
  Score: Raw -1707018.030100 + Penalty 3140.559962 = -1703877.470138
  nChanged 31
		SP:Iteration 28Q (100424.380000 sec): 3 clusters
  Score: Raw -1707027.530885 + Penalty 3140.559962 = -1703886.970924
  nChanged 32
		SP:Iteration 29Q (100424.650000 sec): 3 clusters
  Score: Raw -1707040.204798 + Penalty 3140.559962 = -1703899.644836
  nChanged 26
		SP:Iteration 30Q (100424.850000 sec): 3 clusters
  Score: Raw -1707047.286075 + Penalty 3140.559962 = -1703906.726113
  nChanged 24
		SP:Iteration 31Q (100425.050000 sec): 3 clusters
  Score: Raw -1707055.601552 + Penalty 3140.559962 = -1703915.041590
  nChanged 20
		SP:Iteration 32Q (100425.250000 sec): 3 clusters
  Score: Raw -1707060.787867 + Penalty 3140.559962 = -1703920.227905
  nChanged 17
		SP:Iteration 33Q (100425.470000 sec): 3 clusters
  Score: Raw -1707065.281218 + Penalty 3140.559962 = -1703924.721257
  nChanged 17
		SP:Iteration 34Q (100425.730000 sec): 3 clusters
  Score: Raw -1707070.125630 + Penalty 3140.559962 = -1703929.565668
  nChanged 10
		SP:Iteration 35Q (100425.930000 sec): 3 clusters
  Score: Raw -1707072.384361 + Penalty 3140.559962 = -1703931.824400
  nChanged 9
		SP:Iteration 36Q (100426.130000 sec): 3 clusters
  Score: Raw -1707074.461854 + Penalty 3140.559962 = -1703933.901892
  nChanged 9
		SP:Iteration 37Q (100426.350000 sec): 3 clusters
  Score: Raw -1707076.678023 + Penalty 3140.559962 = -1703936.118061
  nChanged 7
		SP:Iteration 38Q (100426.610000 sec): 3 clusters
  Score: Raw -1707078.260459 + Penalty 3140.559962 = -1703937.700497
  nChanged 6
		SP:Iteration 39Q (100426.810000 sec): 3 clusters
  Score: Raw -1707080.272749 + Penalty 3140.559962 = -1703939.712788
  nChanged 7
		SP:Iteration 40F (100427.010000 sec): 3 clusters
  Score: Raw -1707081.707193 + Penalty 3140.559962 = -1703941.147231
  nChanged 5
		SP:Iteration 41Q (100427.210000 sec): 3 clusters
  Score: Raw -1707083.418461 + Penalty 3140.559962 = -1703942.858499
  nChanged 5
		SP:Iteration 42Q (100427.410000 sec): 3 clusters
  Score: Raw -1707084.648200 + Penalty 3140.559962 = -1703944.088238
  nChanged 4
		SP:Iteration 43Q (100427.680000 sec): 3 clusters
  Score: Raw -1707085.776661 + Penalty 3140.559962 = -1703945.216699
  nChanged 6
		SP:Iteration 44Q (100427.880000 sec): 3 clusters
  Score: Raw -1707087.877395 + Penalty 3140.559962 = -1703947.317433
  nChanged 9
		SP:Iteration 45Q (100428.080000 sec): 3 clusters
  Score: Raw -1707089.949850 + Penalty 3140.559962 = -1703949.389888
  nChanged 11
		SP:Iteration 46Q (100428.300000 sec): 3 clusters
  Score: Raw -1707092.338455 + Penalty 3140.559962 = -1703951.778493
  nChanged 5
		SP:Iteration 47Q (100428.560000 sec): 3 clusters
  Score: Raw -1707093.695366 + Penalty 3140.559962 = -1703953.135404
  nChanged 3
		SP:Iteration 48Q (100428.760000 sec): 3 clusters
  Score: Raw -1707094.613937 + Penalty 3140.559962 = -1703954.053975
  nChanged 3
		SP:Iteration 49Q (100428.970000 sec): 3 clusters
  Score: Raw -1707095.405861 + Penalty 3140.559962 = -1703954.845899
  nChanged 3
		SP:Iteration 50Q (100429.180000 sec): 3 clusters
  Score: Raw -1707096.169529 + Penalty 3140.559962 = -1703955.609567
  nChanged 5
		SP:Iteration 51Q (100429.450000 sec): 3 clusters
  Score: Raw -1707097.235183 + Penalty 3140.559962 = -1703956.675221
  nChanged 4
		SP:Iteration 52Q (100429.650000 sec): 3 clusters
  Score: Raw -1707098.005287 + Penalty 3140.559962 = -1703957.445325
  nChanged 2
		SP:Iteration 53Q (100429.850000 sec): 3 clusters
  Score: Raw -1707098.636481 + Penalty 3140.559962 = -1703958.076519
  nChanged 1
		SP:Iteration 54Q (100430.060000 sec): 3 clusters
  Score: Raw -1707098.687984 + Penalty 3140.559962 = -1703958.128022
  nChanged 0
		SP:Iteration 55F (100430.330000 sec): 3 clusters
  Score: Raw -1707098.687984 + Penalty 3140.559962 = -1703958.128022
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100430.390000 sec): 2 clusters
  Score: Raw -282553.467887 + Penalty 1280.569281 = -281272.898606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100430.450000 sec): 3 clusters
  Score: Raw -281356.506073 + Penalty 2561.138562 = -278795.367511
  nChanged 974
		SP:Iteration 1F (100430.490000 sec): 3 clusters
  Score: Raw -281914.693363 + Penalty 2561.138562 = -279353.554801
  nChanged 190
		SP:Iteration 2F (100430.550000 sec): 3 clusters
  Score: Raw -282037.806066 + Penalty 2561.138562 = -279476.667504
  nChanged 127
		SP:Iteration 3Q (100430.600000 sec): 3 clusters
  Score: Raw -282124.393690 + Penalty 2561.138562 = -279563.255128
  nChanged 102
		SP:Iteration 4Q (100430.650000 sec): 3 clusters
  Score: Raw -282179.560511 + Penalty 2561.138562 = -279618.421949
  nChanged 73
		SP:Iteration 5Q (100430.700000 sec): 3 clusters
  Score: Raw -282218.408576 + Penalty 2561.138562 = -279657.270014
  nChanged 64
		SP:Iteration 6Q (100430.750000 sec): 3 clusters
  Score: Raw -282254.653923 + Penalty 2561.138562 = -279693.515362
  nChanged 82
		SP:Iteration 7Q (100430.800000 sec): 3 clusters
  Score: Raw -282300.314418 + Penalty 2561.138562 = -279739.175856
  nChanged 74
		SP:Iteration 8Q (100430.850000 sec): 3 clusters
  Score: Raw -282336.981923 + Penalty 2561.138562 = -279775.843361
  nChanged 59
		SP:Iteration 9Q (100430.910000 sec): 3 clusters
  Score: Raw -282371.686824 + Penalty 2561.138562 = -279810.548262
  nChanged 51
		SP:Iteration 10Q (100430.960000 sec): 3 clusters
  Score: Raw -282400.089257 + Penalty 2561.138562 = -279838.950695
  nChanged 53
		SP:Iteration 11Q (100431.010000 sec): 3 clusters
  Score: Raw -282431.427430 + Penalty 2561.138562 = -279870.288868
  nChanged 57
		SP:Iteration 12Q (100431.060000 sec): 3 clusters
  Score: Raw -282463.343294 + Penalty 2561.138562 = -279902.204732
  nChanged 53
		SP:Iteration 13Q (100431.110000 sec): 3 clusters
  Score: Raw -282499.254303 + Penalty 2561.138562 = -279938.115741
  nChanged 59
		SP:Iteration 14Q (100431.170000 sec): 3 clusters
  Score: Raw -282544.403399 + Penalty 2561.138562 = -279983.264837
  nChanged 57
		SP:Iteration 15Q (100431.220000 sec): 3 clusters
  Score: Raw -282588.533948 + Penalty 2561.138562 = -280027.395386
  nChanged 51
		SP:Iteration 16Q (100431.270000 sec): 3 clusters
  Score: Raw -282626.933125 + Penalty 2561.138562 = -280065.794563
  nChanged 37
		SP:Iteration 17Q (100431.320000 sec): 3 clusters
  Score: Raw -282647.875791 + Penalty 2561.138562 = -280086.737229
  nChanged 20
		SP:Iteration 18Q (100431.370000 sec): 3 clusters
  Score: Raw -282660.958245 + Penalty 2561.138562 = -280099.819683
  nChanged 15
		SP:Iteration 19Q (100431.420000 sec): 3 clusters
  Score: Raw -282672.479767 + Penalty 2561.138562 = -280111.341205
  nChanged 16
		SP:Iteration 20F (100431.470000 sec): 3 clusters
  Score: Raw -282682.540246 + Penalty 2561.138562 = -280121.401684
  nChanged 13
		SP:Iteration 21Q (100431.520000 sec): 3 clusters
  Score: Raw -282691.669230 + Penalty 2561.138562 = -280130.530668
  nChanged 7
		SP:Iteration 22Q (100431.570000 sec): 3 clusters
  Score: Raw -282695.587501 + Penalty 2561.138562 = -280134.448940
  nChanged 6
		SP:Iteration 23Q (100431.630000 sec): 3 clusters
  Score: Raw -282700.011500 + Penalty 2561.138562 = -280138.872938
  nChanged 4
		SP:Iteration 24Q (100431.680000 sec): 3 clusters
  Score: Raw -282703.067737 + Penalty 2561.138562 = -280141.929175
  nChanged 5
		SP:Iteration 25Q (100431.730000 sec): 3 clusters
  Score: Raw -282707.770951 + Penalty 2561.138562 = -280146.632389
  nChanged 10
		SP:Iteration 26Q (100431.780000 sec): 3 clusters
  Score: Raw -282714.803834 + Penalty 2561.138562 = -280153.665272
  nChanged 11
		SP:Iteration 27Q (100431.830000 sec): 3 clusters
  Score: Raw -282723.551034 + Penalty 2561.138562 = -280162.412472
  nChanged 8
		SP:Iteration 28Q (100431.880000 sec): 3 clusters
  Score: Raw -282729.976667 + Penalty 2561.138562 = -280168.838105
  nChanged 10
		SP:Iteration 29Q (100431.930000 sec): 3 clusters
  Score: Raw -282737.274295 + Penalty 2561.138562 = -280176.135733
  nChanged 6
		SP:Iteration 30Q (100431.980000 sec): 3 clusters
  Score: Raw -282741.817616 + Penalty 2561.138562 = -280180.679054
  nChanged 5
		SP:Iteration 31Q (100432.030000 sec): 3 clusters
  Score: Raw -282745.474439 + Penalty 2561.138562 = -280184.335877
  nChanged 2
		SP:Iteration 32Q (100432.080000 sec): 3 clusters
  Score: Raw -282747.309355 + Penalty 2561.138562 = -280186.170793
  nChanged 3
		SP:Iteration 33Q (100432.130000 sec): 3 clusters
  Score: Raw -282749.394919 + Penalty 2561.138562 = -280188.256357
  nChanged 4
		SP:Iteration 34Q (100432.180000 sec): 3 clusters
  Score: Raw -282752.440814 + Penalty 2561.138562 = -280191.302252
  nChanged 1
		SP:Iteration 35Q (100432.230000 sec): 3 clusters
  Score: Raw -282753.019303 + Penalty 2561.138562 = -280191.880741
  nChanged 2
		SP:Iteration 36Q (100432.280000 sec): 3 clusters
  Score: Raw -282754.094153 + Penalty 2561.138562 = -280192.955591
  nChanged 0
		SP:Iteration 37F (100432.330000 sec): 3 clusters
  Score: Raw -282754.094153 + Penalty 2561.138562 = -280192.955591
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100432.410000 sec): 2 clusters
  Score: Raw -391346.576484 + Penalty 1336.252215 = -390010.324269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100432.480000 sec): 3 clusters
  Score: Raw -389538.286212 + Penalty 2672.504429 = -386865.781783
  nChanged 1427
		SP:Iteration 1F (100432.560000 sec): 3 clusters
  Score: Raw -390372.175543 + Penalty 2672.504429 = -387699.671113
  nChanged 289
		SP:Iteration 2F (100432.630000 sec): 3 clusters
  Score: Raw -390537.877668 + Penalty 2672.504429 = -387865.373239
  nChanged 186
		SP:Iteration 3Q (100432.700000 sec): 3 clusters
  Score: Raw -390631.001886 + Penalty 2672.504429 = -387958.497457
  nChanged 136
		SP:Iteration 4Q (100432.770000 sec): 3 clusters
  Score: Raw -390693.816877 + Penalty 2672.504429 = -388021.312448
  nChanged 75
		SP:Iteration 5Q (100432.840000 sec): 3 clusters
  Score: Raw -390726.827744 + Penalty 2672.504429 = -388054.323315
  nChanged 67
		SP:Iteration 6Q (100432.910000 sec): 3 clusters
  Score: Raw -390754.848036 + Penalty 2672.504429 = -388082.343607
  nChanged 59
		SP:Iteration 7Q (100432.990000 sec): 3 clusters
  Score: Raw -390779.331461 + Penalty 2672.504429 = -388106.827032
  nChanged 50
		SP:Iteration 8Q (100433.060000 sec): 3 clusters
  Score: Raw -390802.762339 + Penalty 2672.504429 = -388130.257910
  nChanged 43
		SP:Iteration 9Q (100433.130000 sec): 3 clusters
  Score: Raw -390821.411791 + Penalty 2672.504429 = -388148.907361
  nChanged 41
		SP:Iteration 10Q (100433.200000 sec): 3 clusters
  Score: Raw -390836.416220 + Penalty 2672.504429 = -388163.911791
  nChanged 30
		SP:Iteration 11Q (100433.270000 sec): 3 clusters
  Score: Raw -390844.635351 + Penalty 2672.504429 = -388172.130922
  nChanged 21
		SP:Iteration 12Q (100433.350000 sec): 3 clusters
  Score: Raw -390850.648068 + Penalty 2672.504429 = -388178.143639
  nChanged 15
		SP:Iteration 13Q (100433.420000 sec): 3 clusters
  Score: Raw -390855.624864 + Penalty 2672.504429 = -388183.120435
  nChanged 19
		SP:Iteration 14Q (100433.490000 sec): 3 clusters
  Score: Raw -390862.073154 + Penalty 2672.504429 = -388189.568725
  nChanged 13
		SP:Iteration 15Q (100433.560000 sec): 3 clusters
  Score: Raw -390865.700601 + Penalty 2672.504429 = -388193.196171
  nChanged 9
		SP:Iteration 16Q (100433.630000 sec): 3 clusters
  Score: Raw -390868.053389 + Penalty 2672.504429 = -388195.548960
  nChanged 8
		SP:Iteration 17Q (100433.710000 sec): 3 clusters
  Score: Raw -390869.685398 + Penalty 2672.504429 = -388197.180969
  nChanged 6
		SP:Iteration 18Q (100433.780000 sec): 3 clusters
  Score: Raw -390871.524959 + Penalty 2672.504429 = -388199.020530
  nChanged 6
		SP:Iteration 19Q (100433.850000 sec): 3 clusters
  Score: Raw -390872.766548 + Penalty 2672.504429 = -388200.262119
  nChanged 5
		SP:Iteration 20F (100433.920000 sec): 3 clusters
  Score: Raw -390873.555387 + Penalty 2672.504429 = -388201.050958
  nChanged 6
		SP:Iteration 21Q (100433.990000 sec): 3 clusters
  Score: Raw -390875.179368 + Penalty 2672.504429 = -388202.674939
  nChanged 12
		SP:Iteration 22Q (100434.070000 sec): 3 clusters
  Score: Raw -390879.078385 + Penalty 2672.504429 = -388206.573956
  nChanged 9
		SP:Iteration 23Q (100434.140000 sec): 3 clusters
  Score: Raw -390881.109609 + Penalty 2672.504429 = -388208.605180
  nChanged 8
		SP:Iteration 24Q (100434.210000 sec): 3 clusters
  Score: Raw -390882.835634 + Penalty 2672.504429 = -388210.331205
  nChanged 5
		SP:Iteration 25Q (100434.280000 sec): 3 clusters
  Score: Raw -390883.770557 + Penalty 2672.504429 = -388211.266128
  nChanged 4
		SP:Iteration 26Q (100434.350000 sec): 3 clusters
  Score: Raw -390885.268196 + Penalty 2672.504429 = -388212.763767
  nChanged 6
		SP:Iteration 27Q (100434.430000 sec): 3 clusters
  Score: Raw -390887.897428 + Penalty 2672.504429 = -388215.392999
  nChanged 8
		SP:Iteration 28Q (100434.500000 sec): 3 clusters
  Score: Raw -390889.922944 + Penalty 2672.504429 = -388217.418515
  nChanged 9
		SP:Iteration 29Q (100434.570000 sec): 3 clusters
  Score: Raw -390891.948477 + Penalty 2672.504429 = -388219.444047
  nChanged 10
		SP:Iteration 30Q (100434.640000 sec): 3 clusters
  Score: Raw -390893.853842 + Penalty 2672.504429 = -388221.349413
  nChanged 8
		SP:Iteration 31Q (100434.710000 sec): 3 clusters
  Score: Raw -390895.443651 + Penalty 2672.504429 = -388222.939222
  nChanged 3
		SP:Iteration 32Q (100434.790000 sec): 3 clusters
  Score: Raw -390896.205498 + Penalty 2672.504429 = -388223.701069
  nChanged 4
		SP:Iteration 33Q (100434.860000 sec): 3 clusters
  Score: Raw -390897.484819 + Penalty 2672.504429 = -388224.980389
  nChanged 6
		SP:Iteration 34Q (100434.930000 sec): 3 clusters
  Score: Raw -390899.057167 + Penalty 2672.504429 = -388226.552738
  nChanged 8
		SP:Iteration 35Q (100435.000000 sec): 3 clusters
  Score: Raw -390901.270100 + Penalty 2672.504429 = -388228.765671
  nChanged 4
		SP:Iteration 36Q (100435.070000 sec): 3 clusters
  Score: Raw -390902.247450 + Penalty 2672.504429 = -388229.743021
  nChanged 7
		SP:Iteration 37Q (100435.150000 sec): 3 clusters
  Score: Raw -390903.693923 + Penalty 2672.504429 = -388231.189494
  nChanged 4
		SP:Iteration 38Q (100435.220000 sec): 3 clusters
  Score: Raw -390904.527015 + Penalty 2672.504429 = -388232.022585
  nChanged 4
		SP:Iteration 39Q (100435.290000 sec): 3 clusters
  Score: Raw -390905.691232 + Penalty 2672.504429 = -388233.186803
  nChanged 13
		SP:Iteration 40F (100435.360000 sec): 3 clusters
  Score: Raw -390908.779912 + Penalty 2672.504429 = -388236.275483
  nChanged 10
		SP:Iteration 41Q (100435.430000 sec): 3 clusters
  Score: Raw -390911.378673 + Penalty 2672.504429 = -388238.874244
  nChanged 12
		SP:Iteration 42Q (100435.500000 sec): 3 clusters
  Score: Raw -390914.294507 + Penalty 2672.504429 = -388241.790078
  nChanged 10
		SP:Iteration 43Q (100435.570000 sec): 3 clusters
  Score: Raw -390917.802506 + Penalty 2672.504429 = -388245.298077
  nChanged 9
		SP:Iteration 44Q (100435.650000 sec): 3 clusters
  Score: Raw -390920.344995 + Penalty 2672.504429 = -388247.840566
  nChanged 10
		SP:Iteration 45Q (100435.720000 sec): 3 clusters
  Score: Raw -390922.736344 + Penalty 2672.504429 = -388250.231915
  nChanged 4
		SP:Iteration 46Q (100435.790000 sec): 3 clusters
  Score: Raw -390923.335921 + Penalty 2672.504429 = -388250.831492
  nChanged 5
		SP:Iteration 47Q (100435.860000 sec): 3 clusters
  Score: Raw -390924.712196 + Penalty 2672.504429 = -388252.207767
  nChanged 5
		SP:Iteration 48Q (100435.930000 sec): 3 clusters
  Score: Raw -390926.119614 + Penalty 2672.504429 = -388253.615185
  nChanged 7
		SP:Iteration 49Q (100436.010000 sec): 3 clusters
  Score: Raw -390927.680215 + Penalty 2672.504429 = -388255.175785
  nChanged 3
		SP:Iteration 50Q (100436.080000 sec): 3 clusters
  Score: Raw -390928.449215 + Penalty 2672.504429 = -388255.944786
  nChanged 1
		SP:Iteration 51Q (100436.150000 sec): 3 clusters
  Score: Raw -390928.840378 + Penalty 2672.504429 = -388256.335949
  nChanged 5
		SP:Iteration 52Q (100436.220000 sec): 3 clusters
  Score: Raw -390929.955563 + Penalty 2672.504429 = -388257.451134
  nChanged 5
		SP:Iteration 53Q (100436.290000 sec): 3 clusters
  Score: Raw -390931.425076 + Penalty 2672.504429 = -388258.920647
  nChanged 9
		SP:Iteration 54Q (100436.370000 sec): 3 clusters
  Score: Raw -390933.174853 + Penalty 2672.504429 = -388260.670424
  nChanged 5
		SP:Iteration 55Q (100436.440000 sec): 3 clusters
  Score: Raw -390934.468675 + Penalty 2672.504429 = -388261.964246
  nChanged 5
		SP:Iteration 56Q (100436.510000 sec): 3 clusters
  Score: Raw -390935.767827 + Penalty 2672.504429 = -388263.263397
  nChanged 5
		SP:Iteration 57Q (100436.580000 sec): 3 clusters
  Score: Raw -390936.905876 + Penalty 2672.504429 = -388264.401447
  nChanged 8
		SP:Iteration 58Q (100436.650000 sec): 3 clusters
  Score: Raw -390939.860418 + Penalty 2672.504429 = -388267.355989
  nChanged 13
		SP:Iteration 59Q (100436.730000 sec): 3 clusters
  Score: Raw -390943.041952 + Penalty 2672.504429 = -388270.537523
  nChanged 8
		SP:Iteration 60F (100436.790000 sec): 3 clusters
  Score: Raw -390944.326724 + Penalty 2672.504429 = -388271.822294
  nChanged 15
		SP:Iteration 61Q (100436.870000 sec): 3 clusters
  Score: Raw -390948.131937 + Penalty 2672.504429 = -388275.627508
  nChanged 11
		SP:Iteration 62Q (100436.940000 sec): 3 clusters
  Score: Raw -390950.539432 + Penalty 2672.504429 = -388278.035003
  nChanged 7
		SP:Iteration 63Q (100437.010000 sec): 3 clusters
  Score: Raw -390952.676793 + Penalty 2672.504429 = -388280.172364
  nChanged 8
		SP:Iteration 64Q (100437.080000 sec): 3 clusters
  Score: Raw -390956.166785 + Penalty 2672.504429 = -388283.662355
  nChanged 17
		SP:Iteration 65Q (100437.150000 sec): 3 clusters
  Score: Raw -390961.029589 + Penalty 2672.504429 = -388288.525160
  nChanged 12
		SP:Iteration 66Q (100437.230000 sec): 3 clusters
  Score: Raw -390964.006710 + Penalty 2672.504429 = -388291.502281
  nChanged 15
		SP:Iteration 67Q (100437.300000 sec): 3 clusters
  Score: Raw -390968.485094 + Penalty 2672.504429 = -388295.980665
  nChanged 22
		SP:Iteration 68Q (100437.370000 sec): 3 clusters
  Score: Raw -390977.184398 + Penalty 2672.504429 = -388304.679969
  nChanged 29
		SP:Iteration 69Q (100437.440000 sec): 3 clusters
  Score: Raw -390987.249839 + Penalty 2672.504429 = -388314.745410
  nChanged 24
		SP:Iteration 70Q (100437.510000 sec): 3 clusters
  Score: Raw -390996.353555 + Penalty 2672.504429 = -388323.849126
  nChanged 35
		SP:Iteration 71Q (100437.580000 sec): 3 clusters
  Score: Raw -391009.942736 + Penalty 2672.504429 = -388337.438307
  nChanged 41
		SP:Iteration 72Q (100437.650000 sec): 3 clusters
  Score: Raw -391025.825244 + Penalty 2672.504429 = -388353.320815
  nChanged 43
		SP:Iteration 73Q (100437.730000 sec): 3 clusters
  Score: Raw -391048.282770 + Penalty 2672.504429 = -388375.778341
  nChanged 52
		SP:Iteration 74Q (100437.800000 sec): 3 clusters
  Score: Raw -391076.398370 + Penalty 2672.504429 = -388403.893941
  nChanged 49
		SP:Iteration 75Q (100437.870000 sec): 3 clusters
  Score: Raw -391101.067739 + Penalty 2672.504429 = -388428.563310
  nChanged 47
		SP:Iteration 76Q (100437.940000 sec): 3 clusters
  Score: Raw -391123.028014 + Penalty 2672.504429 = -388450.523584
  nChanged 40
		SP:Iteration 77Q (100438.010000 sec): 3 clusters
  Score: Raw -391140.509918 + Penalty 2672.504429 = -388468.005488
  nChanged 33
		SP:Iteration 78Q (100438.080000 sec): 3 clusters
  Score: Raw -391158.932213 + Penalty 2672.504429 = -388486.427783
  nChanged 37
		SP:Iteration 79Q (100438.150000 sec): 3 clusters
  Score: Raw -391180.258327 + Penalty 2672.504429 = -388507.753898
  nChanged 30
		SP:Iteration 80F (100438.220000 sec): 3 clusters
  Score: Raw -391196.934968 + Penalty 2672.504429 = -388524.430539
  nChanged 36
		SP:Iteration 81Q (100438.290000 sec): 3 clusters
  Score: Raw -391220.588725 + Penalty 2672.504429 = -388548.084296
  nChanged 39
		SP:Iteration 82Q (100438.360000 sec): 3 clusters
  Score: Raw -391242.560121 + Penalty 2672.504429 = -388570.055692
  nChanged 21
		SP:Iteration 83Q (100438.430000 sec): 3 clusters
  Score: Raw -391254.141133 + Penalty 2672.504429 = -388581.636704
  nChanged 10
		SP:Iteration 84Q (100438.500000 sec): 3 clusters
  Score: Raw -391259.901042 + Penalty 2672.504429 = -388587.396613
  nChanged 15
		SP:Iteration 85Q (100438.570000 sec): 3 clusters
  Score: Raw -391268.697139 + Penalty 2672.504429 = -388596.192710
  nChanged 15
		SP:Iteration 86Q (100438.640000 sec): 3 clusters
  Score: Raw -391278.740460 + Penalty 2672.504429 = -388606.236031
  nChanged 16
		SP:Iteration 87Q (100438.710000 sec): 3 clusters
  Score: Raw -391284.651746 + Penalty 2672.504429 = -388612.147317
  nChanged 15
		SP:Iteration 88Q (100438.780000 sec): 3 clusters
  Score: Raw -391291.513837 + Penalty 2672.504429 = -388619.009408
  nChanged 11
		SP:Iteration 89Q (100438.850000 sec): 3 clusters
  Score: Raw -391298.067806 + Penalty 2672.504429 = -388625.563376
  nChanged 13
		SP:Iteration 90Q (100438.920000 sec): 3 clusters
  Score: Raw -391304.284636 + Penalty 2672.504429 = -388631.780207
  nChanged 11
		SP:Iteration 91Q (100438.990000 sec): 3 clusters
  Score: Raw -391313.117650 + Penalty 2672.504429 = -388640.613220
  nChanged 21
		SP:Iteration 92Q (100439.060000 sec): 3 clusters
  Score: Raw -391327.078439 + Penalty 2672.504429 = -388654.574010
  nChanged 17
		SP:Iteration 93Q (100439.130000 sec): 3 clusters
  Score: Raw -391336.087666 + Penalty 2672.504429 = -388663.583237
  nChanged 14
		SP:Iteration 94Q (100439.190000 sec): 3 clusters
  Score: Raw -391346.950216 + Penalty 2672.504429 = -388674.445787
  nChanged 14
		SP:Iteration 95Q (100439.260000 sec): 3 clusters
  Score: Raw -391358.707791 + Penalty 2672.504429 = -388686.203362
  nChanged 14
		SP:Iteration 96Q (100439.330000 sec): 3 clusters
  Score: Raw -391370.050983 + Penalty 2672.504429 = -388697.546554
  nChanged 19
		SP:Iteration 97Q (100439.400000 sec): 3 clusters
  Score: Raw -391386.439115 + Penalty 2672.504429 = -388713.934686
  nChanged 17
		SP:Iteration 98Q (100439.470000 sec): 3 clusters
  Score: Raw -391399.421286 + Penalty 2672.504429 = -388726.916857
  nChanged 15
		SP:Iteration 99Q (100439.530000 sec): 3 clusters
  Score: Raw -391408.215859 + Penalty 2672.504429 = -388735.711430
  nChanged 9
		SP:Iteration 100F (100439.610000 sec): 3 clusters
  Score: Raw -391416.016253 + Penalty 2672.504429 = -388743.511824
  nChanged 9
		SP:Iteration 101Q (100439.670000 sec): 3 clusters
  Score: Raw -391422.395772 + Penalty 2672.504429 = -388749.891343
  nChanged 8
		SP:Iteration 102Q (100439.740000 sec): 3 clusters
  Score: Raw -391426.858723 + Penalty 2672.504429 = -388754.354294
  nChanged 3
		SP:Iteration 103Q (100439.810000 sec): 3 clusters
  Score: Raw -391428.925055 + Penalty 2672.504429 = -388756.420625
  nChanged 4
		SP:Iteration 104Q (100439.870000 sec): 3 clusters
  Score: Raw -391432.471959 + Penalty 2672.504429 = -388759.967530
  nChanged 6
		SP:Iteration 105Q (100439.940000 sec): 3 clusters
  Score: Raw -391437.955095 + Penalty 2672.504429 = -388765.450666
  nChanged 6
		SP:Iteration 106Q (100440.010000 sec): 3 clusters
  Score: Raw -391442.399103 + Penalty 2672.504429 = -388769.894674
  nChanged 4
		SP:Iteration 107Q (100440.080000 sec): 3 clusters
  Score: Raw -391443.993930 + Penalty 2672.504429 = -388771.489501
  nChanged 3
		SP:Iteration 108Q (100440.150000 sec): 3 clusters
  Score: Raw -391445.370050 + Penalty 2672.504429 = -388772.865620
  nChanged 2
		SP:Iteration 109Q (100440.210000 sec): 3 clusters
  Score: Raw -391446.878420 + Penalty 2672.504429 = -388774.373991
  nChanged 3
		SP:Iteration 110Q (100440.280000 sec): 3 clusters
  Score: Raw -391448.945292 + Penalty 2672.504429 = -388776.440862
  nChanged 1
		SP:Iteration 111Q (100440.350000 sec): 3 clusters
  Score: Raw -391449.845498 + Penalty 2672.504429 = -388777.341069
  nChanged 1
		SP:Iteration 112Q (100440.410000 sec): 3 clusters
  Score: Raw -391450.338962 + Penalty 2672.504429 = -388777.834533
  nChanged 0
		SP:Iteration 113F (100440.480000 sec): 3 clusters
  Score: Raw -391450.338962 + Penalty 2672.504429 = -388777.834533
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100440.550000 sec): 2 clusters
  Score: Raw -139103.465012 + Penalty 1169.339799 = -137934.125213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100440.570000 sec): 3 clusters
  Score: Raw -138660.917074 + Penalty 2338.679599 = -136322.237475
  nChanged 421
		SP:Iteration 1F (100440.600000 sec): 3 clusters
  Score: Raw -138979.781057 + Penalty 2338.679599 = -136641.101459
  nChanged 88
		SP:Iteration 2F (100440.620000 sec): 3 clusters
  Score: Raw -139058.162716 + Penalty 2338.679599 = -136719.483118
  nChanged 48
		SP:Iteration 3Q (100440.650000 sec): 3 clusters
  Score: Raw -139095.297030 + Penalty 2338.679599 = -136756.617431
  nChanged 29
		SP:Iteration 4Q (100440.670000 sec): 3 clusters
  Score: Raw -139119.041807 + Penalty 2338.679599 = -136780.362208
  nChanged 28
		SP:Iteration 5Q (100440.700000 sec): 3 clusters
  Score: Raw -139141.004543 + Penalty 2338.679599 = -136802.324944
  nChanged 13
		SP:Iteration 6Q (100440.730000 sec): 3 clusters
  Score: Raw -139149.737842 + Penalty 2338.679599 = -136811.058244
  nChanged 10
		SP:Iteration 7Q (100440.750000 sec): 3 clusters
  Score: Raw -139152.784155 + Penalty 2338.679599 = -136814.104556
  nChanged 3
		SP:Iteration 8Q (100440.780000 sec): 3 clusters
  Score: Raw -139154.213533 + Penalty 2338.679599 = -136815.533934
  nChanged 4
		SP:Iteration 9Q (100440.810000 sec): 3 clusters
  Score: Raw -139156.400821 + Penalty 2338.679599 = -136817.721222
  nChanged 3
		SP:Iteration 10Q (100440.830000 sec): 3 clusters
  Score: Raw -139158.861829 + Penalty 2338.679599 = -136820.182230
  nChanged 5
		SP:Iteration 11Q (100440.860000 sec): 3 clusters
  Score: Raw -139161.177807 + Penalty 2338.679599 = -136822.498209
  nChanged 2
		SP:Iteration 12Q (100440.890000 sec): 3 clusters
  Score: Raw -139163.138723 + Penalty 2338.679599 = -136824.459125
  nChanged 5
		SP:Iteration 13Q (100440.910000 sec): 3 clusters
  Score: Raw -139166.102647 + Penalty 2338.679599 = -136827.423049
  nChanged 4
		SP:Iteration 14Q (100440.940000 sec): 3 clusters
  Score: Raw -139168.273770 + Penalty 2338.679599 = -136829.594171
  nChanged 2
		SP:Iteration 15Q (100440.960000 sec): 3 clusters
  Score: Raw -139169.913128 + Penalty 2338.679599 = -136831.233530
  nChanged 2
		SP:Iteration 16Q (100440.990000 sec): 3 clusters
  Score: Raw -139172.670364 + Penalty 2338.679599 = -136833.990765
  nChanged 1
		SP:Iteration 17Q (100441.010000 sec): 3 clusters
  Score: Raw -139173.307648 + Penalty 2338.679599 = -136834.628050
  nChanged 0
		SP:Iteration 18F (100441.040000 sec): 3 clusters
  Score: Raw -139173.307648 + Penalty 2338.679599 = -136834.628050
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (3520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100441.110000 sec): 2 clusters
  Score: Raw -339772.545001 + Penalty 1327.010144 = -338445.534857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100441.190000 sec): 3 clusters
  Score: Raw -338145.471842 + Penalty 2654.020287 = -335491.451555
  nChanged 1329
		SP:Iteration 1F (100441.250000 sec): 3 clusters
  Score: Raw -338891.925809 + Penalty 2654.020287 = -336237.905522
  nChanged 270
		SP:Iteration 2F (100441.320000 sec): 3 clusters
  Score: Raw -339059.546199 + Penalty 2654.020287 = -336405.525912
  nChanged 178
		SP:Iteration 3F (100441.390000 sec): 3 clusters
  Score: Raw -339160.556799 + Penalty 2654.020287 = -336506.536512
  nChanged 131
		SP:Iteration 4Q (100441.460000 sec): 3 clusters
  Score: Raw -339238.267429 + Penalty 2654.020287 = -336584.247142
  nChanged 113
		SP:Iteration 5Q (100441.530000 sec): 3 clusters
  Score: Raw -339312.220939 + Penalty 2654.020287 = -336658.200652
  nChanged 106
		SP:Iteration 6Q (100441.590000 sec): 3 clusters
  Score: Raw -339363.921916 + Penalty 2654.020287 = -336709.901629
  nChanged 83
		SP:Iteration 7Q (100441.660000 sec): 3 clusters
  Score: Raw -339411.015901 + Penalty 2654.020287 = -336756.995614
  nChanged 81
		SP:Iteration 8Q (100441.730000 sec): 3 clusters
  Score: Raw -339457.656473 + Penalty 2654.020287 = -336803.636186
  nChanged 68
		SP:Iteration 9Q (100441.790000 sec): 3 clusters
  Score: Raw -339490.870144 + Penalty 2654.020287 = -336836.849857
  nChanged 63
		SP:Iteration 10Q (100441.860000 sec): 3 clusters
  Score: Raw -339519.282368 + Penalty 2654.020287 = -336865.262080
  nChanged 52
		SP:Iteration 11Q (100441.930000 sec): 3 clusters
  Score: Raw -339539.500899 + Penalty 2654.020287 = -336885.480612
  nChanged 40
		SP:Iteration 12Q (100441.990000 sec): 3 clusters
  Score: Raw -339558.541653 + Penalty 2654.020287 = -336904.521365
  nChanged 46
		SP:Iteration 13Q (100442.060000 sec): 3 clusters
  Score: Raw -339580.438236 + Penalty 2654.020287 = -336926.417949
  nChanged 46
		SP:Iteration 14Q (100442.130000 sec): 3 clusters
  Score: Raw -339610.331065 + Penalty 2654.020287 = -336956.310778
  nChanged 48
		SP:Iteration 15Q (100442.200000 sec): 3 clusters
  Score: Raw -339635.944137 + Penalty 2654.020287 = -336981.923850
  nChanged 48
		SP:Iteration 16Q (100442.260000 sec): 3 clusters
  Score: Raw -339664.557742 + Penalty 2654.020287 = -337010.537455
  nChanged 53
		SP:Iteration 17Q (100442.330000 sec): 3 clusters
  Score: Raw -339699.498459 + Penalty 2654.020287 = -337045.478171
  nChanged 42
		SP:Iteration 18Q (100442.390000 sec): 3 clusters
  Score: Raw -339733.094494 + Penalty 2654.020287 = -337079.074207
  nChanged 43
		SP:Iteration 19Q (100442.460000 sec): 3 clusters
  Score: Raw -339768.215885 + Penalty 2654.020287 = -337114.195598
  nChanged 46
		SP:Iteration 20F (100442.530000 sec): 3 clusters
  Score: Raw -339800.034901 + Penalty 2654.020287 = -337146.014614
  nChanged 40
		SP:Iteration 21Q (100442.590000 sec): 3 clusters
  Score: Raw -339823.015203 + Penalty 2654.020287 = -337168.994916
  nChanged 26
		SP:Iteration 22Q (100442.660000 sec): 3 clusters
  Score: Raw -339835.088624 + Penalty 2654.020287 = -337181.068337
  nChanged 18
		SP:Iteration 23Q (100442.720000 sec): 3 clusters
  Score: Raw -339845.868279 + Penalty 2654.020287 = -337191.847992
  nChanged 23
		SP:Iteration 24Q (100442.790000 sec): 3 clusters
  Score: Raw -339857.069905 + Penalty 2654.020287 = -337203.049618
  nChanged 15
		SP:Iteration 25Q (100442.850000 sec): 3 clusters
  Score: Raw -339863.913011 + Penalty 2654.020287 = -337209.892723
  nChanged 15
		SP:Iteration 26Q (100442.910000 sec): 3 clusters
  Score: Raw -339869.908961 + Penalty 2654.020287 = -337215.888673
  nChanged 6
		SP:Iteration 27Q (100442.980000 sec): 3 clusters
  Score: Raw -339873.874800 + Penalty 2654.020287 = -337219.854513
  nChanged 13
		SP:Iteration 28Q (100443.040000 sec): 3 clusters
  Score: Raw -339880.890423 + Penalty 2654.020287 = -337226.870136
  nChanged 16
		SP:Iteration 29Q (100443.110000 sec): 3 clusters
  Score: Raw -339891.675835 + Penalty 2654.020287 = -337237.655547
  nChanged 18
		SP:Iteration 30Q (100443.170000 sec): 3 clusters
  Score: Raw -339903.137573 + Penalty 2654.020287 = -337249.117286
  nChanged 15
		SP:Iteration 31Q (100443.240000 sec): 3 clusters
  Score: Raw -339910.237986 + Penalty 2654.020287 = -337256.217699
  nChanged 16
		SP:Iteration 32Q (100443.300000 sec): 3 clusters
  Score: Raw -339918.815316 + Penalty 2654.020287 = -337264.795029
  nChanged 11
		SP:Iteration 33Q (100443.370000 sec): 3 clusters
  Score: Raw -339922.760212 + Penalty 2654.020287 = -337268.739925
  nChanged 7
		SP:Iteration 34Q (100443.430000 sec): 3 clusters
  Score: Raw -339926.980881 + Penalty 2654.020287 = -337272.960593
  nChanged 8
		SP:Iteration 35Q (100443.490000 sec): 3 clusters
  Score: Raw -339928.937577 + Penalty 2654.020287 = -337274.917290
  nChanged 5
		SP:Iteration 36Q (100443.550000 sec): 3 clusters
  Score: Raw -339931.745475 + Penalty 2654.020287 = -337277.725187
  nChanged 4
		SP:Iteration 37Q (100443.620000 sec): 3 clusters
  Score: Raw -339933.843403 + Penalty 2654.020287 = -337279.823115
  nChanged 2
		SP:Iteration 38Q (100443.680000 sec): 3 clusters
  Score: Raw -339934.793326 + Penalty 2654.020287 = -337280.773039
  nChanged 3
		SP:Iteration 39Q (100443.750000 sec): 3 clusters
  Score: Raw -339936.128300 + Penalty 2654.020287 = -337282.108012
  nChanged 7
		SP:Iteration 40F (100443.810000 sec): 3 clusters
  Score: Raw -339939.683259 + Penalty 2654.020287 = -337285.662972
  nChanged 5
		SP:Iteration 41Q (100443.880000 sec): 3 clusters
  Score: Raw -339941.827672 + Penalty 2654.020287 = -337287.807385
  nChanged 4
		SP:Iteration 42Q (100443.940000 sec): 3 clusters
  Score: Raw -339943.249704 + Penalty 2654.020287 = -337289.229416
  nChanged 1
		SP:Iteration 43Q (100444.010000 sec): 3 clusters
  Score: Raw -339943.779274 + Penalty 2654.020287 = -337289.758987
  nChanged 2
		SP:Iteration 44Q (100444.070000 sec): 3 clusters
  Score: Raw -339944.725751 + Penalty 2654.020287 = -337290.705463
  nChanged 0
		SP:Iteration 45F (100444.130000 sec): 3 clusters
  Score: Raw -339944.725751 + Penalty 2654.020287 = -337290.705463
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100444.190000 sec): 2 clusters
  Score: Raw -128133.759642 + Penalty 1178.688937 = -126955.070705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100444.230000 sec): 3 clusters
  Score: Raw -127633.762629 + Penalty 2357.377874 = -125276.384754
  nChanged 476
		SP:Iteration 1F (100444.250000 sec): 3 clusters
  Score: Raw -128032.939575 + Penalty 2357.377874 = -125675.561700
  nChanged 105
		SP:Iteration 2F (100444.280000 sec): 3 clusters
  Score: Raw -128129.038931 + Penalty 2357.377874 = -125771.661057
  nChanged 57
		SP:Iteration 3Q (100444.310000 sec): 3 clusters
  Score: Raw -128170.082024 + Penalty 2357.377874 = -125812.704150
  nChanged 33
		SP:Iteration 4Q (100444.330000 sec): 3 clusters
  Score: Raw -128202.586225 + Penalty 2357.377874 = -125845.208351
  nChanged 28
		SP:Iteration 5Q (100444.370000 sec): 3 clusters
  Score: Raw -128223.839992 + Penalty 2357.377874 = -125866.462117
  nChanged 19
		SP:Iteration 6Q (100444.390000 sec): 3 clusters
  Score: Raw -128243.558302 + Penalty 2357.377874 = -125886.180427
  nChanged 21
		SP:Iteration 7Q (100444.420000 sec): 3 clusters
  Score: Raw -128260.768819 + Penalty 2357.377874 = -125903.390945
  nChanged 17
		SP:Iteration 8Q (100444.450000 sec): 3 clusters
  Score: Raw -128270.206169 + Penalty 2357.377874 = -125912.828294
  nChanged 11
		SP:Iteration 9Q (100444.480000 sec): 3 clusters
  Score: Raw -128277.838933 + Penalty 2357.377874 = -125920.461059
  nChanged 11
		SP:Iteration 10Q (100444.510000 sec): 3 clusters
  Score: Raw -128286.859206 + Penalty 2357.377874 = -125929.481332
  nChanged 14
		SP:Iteration 11Q (100444.530000 sec): 3 clusters
  Score: Raw -128296.436288 + Penalty 2357.377874 = -125939.058413
  nChanged 10
		SP:Iteration 12Q (100444.560000 sec): 3 clusters
  Score: Raw -128306.085457 + Penalty 2357.377874 = -125948.707583
  nChanged 11
		SP:Iteration 13Q (100444.590000 sec): 3 clusters
  Score: Raw -128314.440031 + Penalty 2357.377874 = -125957.062157
  nChanged 10
		SP:Iteration 14Q (100444.620000 sec): 3 clusters
  Score: Raw -128319.937164 + Penalty 2357.377874 = -125962.559290
  nChanged 8
		SP:Iteration 15Q (100444.650000 sec): 3 clusters
  Score: Raw -128325.818243 + Penalty 2357.377874 = -125968.440369
  nChanged 12
		SP:Iteration 16Q (100444.670000 sec): 3 clusters
  Score: Raw -128334.370069 + Penalty 2357.377874 = -125976.992194
  nChanged 10
		SP:Iteration 17Q (100444.700000 sec): 3 clusters
  Score: Raw -128339.576350 + Penalty 2357.377874 = -125982.198475
  nChanged 9
		SP:Iteration 18Q (100444.730000 sec): 3 clusters
  Score: Raw -128345.203016 + Penalty 2357.377874 = -125987.825142
  nChanged 7
		SP:Iteration 19Q (100444.760000 sec): 3 clusters
  Score: Raw -128349.673130 + Penalty 2357.377874 = -125992.295255
  nChanged 3
		SP:Iteration 20F (100444.790000 sec): 3 clusters
  Score: Raw -128352.407247 + Penalty 2357.377874 = -125995.029372
  nChanged 5
		SP:Iteration 21Q (100444.810000 sec): 3 clusters
  Score: Raw -128355.177669 + Penalty 2357.377874 = -125997.799795
  nChanged 5
		SP:Iteration 22Q (100444.840000 sec): 3 clusters
  Score: Raw -128356.869377 + Penalty 2357.377874 = -125999.491502
  nChanged 0
		SP:Iteration 23F (100444.870000 sec): 3 clusters
  Score: Raw -128356.869377 + Penalty 2357.377874 = -125999.491502
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100444.910000 sec): 2 clusters
  Score: Raw -39176.692486 + Penalty 985.742565 = -38190.949921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100444.920000 sec): 3 clusters
  Score: Raw -39187.388428 + Penalty 1971.485129 = -37215.903299
  nChanged 108
		SP:Iteration 1F (100444.930000 sec): 3 clusters
  Score: Raw -39381.373220 + Penalty 1971.485129 = -37409.888091
  nChanged 27
		SP:Iteration 2F (100444.940000 sec): 3 clusters
  Score: Raw -39442.915478 + Penalty 1971.485129 = -37471.430349
  nChanged 12
		SP:Iteration 3Q (100444.950000 sec): 3 clusters
  Score: Raw -39460.235952 + Penalty 1971.485129 = -37488.750822
  nChanged 3
		SP:Iteration 4Q (100444.960000 sec): 3 clusters
  Score: Raw -39463.453475 + Penalty 1971.485129 = -37491.968346
  nChanged 2
		SP:Iteration 5Q (100444.970000 sec): 3 clusters
  Score: Raw -39467.345807 + Penalty 1971.485129 = -37495.860678
  nChanged 4
		SP:Iteration 6Q (100444.980000 sec): 3 clusters
  Score: Raw -39472.177905 + Penalty 1971.485129 = -37500.692776
  nChanged 4
		SP:Iteration 7Q (100444.990000 sec): 3 clusters
  Score: Raw -39476.909404 + Penalty 1971.485129 = -37505.424274
  nChanged 0
		SP:Iteration 8F (100445.000000 sec): 3 clusters
  Score: Raw -39476.909404 + Penalty 1971.485129 = -37505.424274
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100445.090000 sec): 2 clusters
  Score: Raw -528080.040808 + Penalty 1400.621319 = -526679.419489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100445.230000 sec): 3 clusters
  Score: Raw -525254.426273 + Penalty 2801.242638 = -522453.183635
  nChanged 2231
		SP:Iteration 1F (100445.330000 sec): 3 clusters
  Score: Raw -526570.538287 + Penalty 2801.242638 = -523769.295649
  nChanged 439
		SP:Iteration 2F (100445.420000 sec): 3 clusters
  Score: Raw -526848.434997 + Penalty 2801.242638 = -524047.192359
  nChanged 340
		SP:Iteration 3F (100445.520000 sec): 3 clusters
  Score: Raw -527074.536067 + Penalty 2801.242638 = -524273.293429
  nChanged 296
		SP:Iteration 4F (100445.620000 sec): 3 clusters
  Score: Raw -527275.497765 + Penalty 2801.242638 = -524474.255127
  nChanged 246
		SP:Iteration 5Q (100445.720000 sec): 3 clusters
  Score: Raw -527397.069944 + Penalty 2801.242638 = -524595.827306
  nChanged 174
		SP:Iteration 6Q (100445.820000 sec): 3 clusters
  Score: Raw -527469.127442 + Penalty 2801.242638 = -524667.884804
  nChanged 126
		SP:Iteration 7Q (100445.920000 sec): 3 clusters
  Score: Raw -527527.392005 + Penalty 2801.242638 = -524726.149367
  nChanged 123
		SP:Iteration 8Q (100446.020000 sec): 3 clusters
  Score: Raw -527573.244509 + Penalty 2801.242638 = -524772.001871
  nChanged 95
		SP:Iteration 9Q (100446.120000 sec): 3 clusters
  Score: Raw -527609.418154 + Penalty 2801.242638 = -524808.175516
  nChanged 85
		SP:Iteration 10Q (100446.220000 sec): 3 clusters
  Score: Raw -527640.157373 + Penalty 2801.242638 = -524838.914735
  nChanged 82
		SP:Iteration 11Q (100446.320000 sec): 3 clusters
  Score: Raw -527672.831326 + Penalty 2801.242638 = -524871.588688
  nChanged 68
		SP:Iteration 12Q (100446.420000 sec): 3 clusters
  Score: Raw -527696.971706 + Penalty 2801.242638 = -524895.729068
  nChanged 63
		SP:Iteration 13Q (100446.520000 sec): 3 clusters
  Score: Raw -527719.190622 + Penalty 2801.242638 = -524917.947984
  nChanged 61
		SP:Iteration 14Q (100446.620000 sec): 3 clusters
  Score: Raw -527738.371378 + Penalty 2801.242638 = -524937.128740
  nChanged 57
		SP:Iteration 15Q (100446.710000 sec): 3 clusters
  Score: Raw -527759.612647 + Penalty 2801.242638 = -524958.370009
  nChanged 55
		SP:Iteration 16Q (100446.810000 sec): 3 clusters
  Score: Raw -527776.179975 + Penalty 2801.242638 = -524974.937337
  nChanged 38
		SP:Iteration 17Q (100446.910000 sec): 3 clusters
  Score: Raw -527787.091182 + Penalty 2801.242638 = -524985.848544
  nChanged 48
		SP:Iteration 18Q (100447.010000 sec): 3 clusters
  Score: Raw -527799.516928 + Penalty 2801.242638 = -524998.274290
  nChanged 36
		SP:Iteration 19Q (100447.110000 sec): 3 clusters
  Score: Raw -527808.214503 + Penalty 2801.242638 = -525006.971866
  nChanged 27
		SP:Iteration 20F (100447.220000 sec): 3 clusters
  Score: Raw -527814.886164 + Penalty 2801.242638 = -525013.643526
  nChanged 23
		SP:Iteration 21Q (100447.310000 sec): 3 clusters
  Score: Raw -527820.467654 + Penalty 2801.242638 = -525019.225016
  nChanged 18
		SP:Iteration 22Q (100447.410000 sec): 3 clusters
  Score: Raw -527824.924494 + Penalty 2801.242638 = -525023.681856
  nChanged 28
		SP:Iteration 23Q (100447.510000 sec): 3 clusters
  Score: Raw -527831.524972 + Penalty 2801.242638 = -525030.282334
  nChanged 25
		SP:Iteration 24Q (100447.610000 sec): 3 clusters
  Score: Raw -527836.970830 + Penalty 2801.242638 = -525035.728192
  nChanged 18
		SP:Iteration 25Q (100447.710000 sec): 3 clusters
  Score: Raw -527840.710045 + Penalty 2801.242638 = -525039.467407
  nChanged 19
		SP:Iteration 26Q (100447.810000 sec): 3 clusters
  Score: Raw -527845.690758 + Penalty 2801.242638 = -525044.448120
  nChanged 27
		SP:Iteration 27Q (100447.910000 sec): 3 clusters
  Score: Raw -527851.935442 + Penalty 2801.242638 = -525050.692804
  nChanged 29
		SP:Iteration 28Q (100448.010000 sec): 3 clusters
  Score: Raw -527860.529726 + Penalty 2801.242638 = -525059.287088
  nChanged 35
		SP:Iteration 29Q (100448.110000 sec): 3 clusters
  Score: Raw -527870.284613 + Penalty 2801.242638 = -525069.041975
  nChanged 29
		SP:Iteration 30Q (100448.220000 sec): 3 clusters
  Score: Raw -527878.507963 + Penalty 2801.242638 = -525077.265325
  nChanged 21
		SP:Iteration 31Q (100448.320000 sec): 3 clusters
  Score: Raw -527884.445050 + Penalty 2801.242638 = -525083.202412
  nChanged 20
		SP:Iteration 32Q (100448.420000 sec): 3 clusters
  Score: Raw -527890.088853 + Penalty 2801.242638 = -525088.846215
  nChanged 25
		SP:Iteration 33Q (100448.510000 sec): 3 clusters
  Score: Raw -527896.379659 + Penalty 2801.242638 = -525095.137021
  nChanged 25
		SP:Iteration 34Q (100448.610000 sec): 3 clusters
  Score: Raw -527903.044633 + Penalty 2801.242638 = -525101.801995
  nChanged 27
		SP:Iteration 35Q (100448.710000 sec): 3 clusters
  Score: Raw -527908.924356 + Penalty 2801.242638 = -525107.681718
  nChanged 26
		SP:Iteration 36Q (100448.810000 sec): 3 clusters
  Score: Raw -527914.171047 + Penalty 2801.242638 = -525112.928409
  nChanged 25
		SP:Iteration 37Q (100448.910000 sec): 3 clusters
  Score: Raw -527920.069323 + Penalty 2801.242638 = -525118.826685
  nChanged 20
		SP:Iteration 38Q (100449.010000 sec): 3 clusters
  Score: Raw -527925.232322 + Penalty 2801.242638 = -525123.989684
  nChanged 22
		SP:Iteration 39Q (100449.100000 sec): 3 clusters
  Score: Raw -527929.946911 + Penalty 2801.242638 = -525128.704273
  nChanged 22
		SP:Iteration 40F (100449.200000 sec): 3 clusters
  Score: Raw -527936.144732 + Penalty 2801.242638 = -525134.902094
  nChanged 23
		SP:Iteration 41Q (100449.300000 sec): 3 clusters
  Score: Raw -527941.110336 + Penalty 2801.242638 = -525139.867698
  nChanged 20
		SP:Iteration 42Q (100449.400000 sec): 3 clusters
  Score: Raw -527945.751057 + Penalty 2801.242638 = -525144.508419
  nChanged 12
		SP:Iteration 43Q (100449.500000 sec): 3 clusters
  Score: Raw -527948.556153 + Penalty 2801.242638 = -525147.313515
  nChanged 16
		SP:Iteration 44Q (100449.600000 sec): 3 clusters
  Score: Raw -527953.159923 + Penalty 2801.242638 = -525151.917285
  nChanged 16
		SP:Iteration 45Q (100449.700000 sec): 3 clusters
  Score: Raw -527958.823653 + Penalty 2801.242638 = -525157.581015
  nChanged 18
		SP:Iteration 46Q (100449.790000 sec): 3 clusters
  Score: Raw -527963.696426 + Penalty 2801.242638 = -525162.453788
  nChanged 27
		SP:Iteration 47Q (100449.890000 sec): 3 clusters
  Score: Raw -527969.916721 + Penalty 2801.242638 = -525168.674083
  nChanged 22
		SP:Iteration 48Q (100449.990000 sec): 3 clusters
  Score: Raw -527976.507252 + Penalty 2801.242638 = -525175.264614
  nChanged 31
		SP:Iteration 49Q (100450.090000 sec): 3 clusters
  Score: Raw -527988.766204 + Penalty 2801.242638 = -525187.523566
  nChanged 37
		SP:Iteration 50Q (100450.190000 sec): 3 clusters
  Score: Raw -528001.108778 + Penalty 2801.242638 = -525199.866140
  nChanged 34
		SP:Iteration 51Q (100450.290000 sec): 3 clusters
  Score: Raw -528010.395737 + Penalty 2801.242638 = -525209.153099
  nChanged 36
		SP:Iteration 52Q (100450.390000 sec): 3 clusters
  Score: Raw -528023.479500 + Penalty 2801.242638 = -525222.236862
  nChanged 33
		SP:Iteration 53Q (100450.500000 sec): 3 clusters
  Score: Raw -528034.286374 + Penalty 2801.242638 = -525233.043736
  nChanged 35
		SP:Iteration 54Q (100450.590000 sec): 3 clusters
  Score: Raw -528046.423200 + Penalty 2801.242638 = -525245.180562
  nChanged 28
		SP:Iteration 55Q (100450.700000 sec): 3 clusters
  Score: Raw -528053.515822 + Penalty 2801.242638 = -525252.273184
  nChanged 26
		SP:Iteration 56Q (100450.790000 sec): 3 clusters
  Score: Raw -528060.442893 + Penalty 2801.242638 = -525259.200255
  nChanged 26
		SP:Iteration 57Q (100450.890000 sec): 3 clusters
  Score: Raw -528068.394376 + Penalty 2801.242638 = -525267.151738
  nChanged 31
		SP:Iteration 58Q (100450.990000 sec): 3 clusters
  Score: Raw -528079.564556 + Penalty 2801.242638 = -525278.321919
  nChanged 37
		SP:Iteration 59Q (100451.090000 sec): 3 clusters
  Score: Raw -528094.585673 + Penalty 2801.242638 = -525293.343035
  nChanged 32
		SP:Iteration 60F (100451.190000 sec): 3 clusters
  Score: Raw -528107.359897 + Penalty 2801.242638 = -525306.117259
  nChanged 40
		SP:Iteration 61Q (100451.280000 sec): 3 clusters
  Score: Raw -528126.379155 + Penalty 2801.242638 = -525325.136517
  nChanged 46
		SP:Iteration 62Q (100451.380000 sec): 3 clusters
  Score: Raw -528146.236607 + Penalty 2801.242638 = -525344.993969
  nChanged 36
		SP:Iteration 63Q (100451.480000 sec): 3 clusters
  Score: Raw -528161.885302 + Penalty 2801.242638 = -525360.642664
  nChanged 39
		SP:Iteration 64Q (100451.580000 sec): 3 clusters
  Score: Raw -528181.178784 + Penalty 2801.242638 = -525379.936146
  nChanged 31
		SP:Iteration 65Q (100451.680000 sec): 3 clusters
  Score: Raw -528194.310517 + Penalty 2801.242638 = -525393.067879
  nChanged 23
		SP:Iteration 66Q (100451.780000 sec): 3 clusters
  Score: Raw -528205.089343 + Penalty 2801.242638 = -525403.846705
  nChanged 24
		SP:Iteration 67Q (100451.870000 sec): 3 clusters
  Score: Raw -528214.629219 + Penalty 2801.242638 = -525413.386581
  nChanged 25
		SP:Iteration 68Q (100451.970000 sec): 3 clusters
  Score: Raw -528225.431386 + Penalty 2801.242638 = -525424.188748
  nChanged 24
		SP:Iteration 69Q (100452.070000 sec): 3 clusters
  Score: Raw -528236.920124 + Penalty 2801.242638 = -525435.677486
  nChanged 21
		SP:Iteration 70Q (100452.160000 sec): 3 clusters
  Score: Raw -528245.567695 + Penalty 2801.242638 = -525444.325058
  nChanged 19
		SP:Iteration 71Q (100452.260000 sec): 3 clusters
  Score: Raw -528251.776112 + Penalty 2801.242638 = -525450.533474
  nChanged 16
		SP:Iteration 72Q (100452.360000 sec): 3 clusters
  Score: Raw -528256.731799 + Penalty 2801.242638 = -525455.489161
  nChanged 13
		SP:Iteration 73Q (100452.460000 sec): 3 clusters
  Score: Raw -528261.207860 + Penalty 2801.242638 = -525459.965222
  nChanged 16
		SP:Iteration 74Q (100452.560000 sec): 3 clusters
  Score: Raw -528268.728392 + Penalty 2801.242638 = -525467.485754
  nChanged 17
		SP:Iteration 75Q (100452.650000 sec): 3 clusters
  Score: Raw -528276.145861 + Penalty 2801.242638 = -525474.903223
  nChanged 16
		SP:Iteration 76Q (100452.750000 sec): 3 clusters
  Score: Raw -528282.701369 + Penalty 2801.242638 = -525481.458731
  nChanged 17
		SP:Iteration 77Q (100452.850000 sec): 3 clusters
  Score: Raw -528292.303575 + Penalty 2801.242638 = -525491.060937
  nChanged 19
		SP:Iteration 78Q (100452.940000 sec): 3 clusters
  Score: Raw -528299.390441 + Penalty 2801.242638 = -525498.147803
  nChanged 16
		SP:Iteration 79Q (100453.040000 sec): 3 clusters
  Score: Raw -528304.879499 + Penalty 2801.242638 = -525503.636861
  nChanged 13
		SP:Iteration 80F (100453.140000 sec): 3 clusters
  Score: Raw -528310.263932 + Penalty 2801.242638 = -525509.021294
  nChanged 11
		SP:Iteration 81Q (100453.240000 sec): 3 clusters
  Score: Raw -528313.978583 + Penalty 2801.242638 = -525512.735945
  nChanged 10
		SP:Iteration 82Q (100453.330000 sec): 3 clusters
  Score: Raw -528317.566773 + Penalty 2801.242638 = -525516.324135
  nChanged 14
		SP:Iteration 83Q (100453.430000 sec): 3 clusters
  Score: Raw -528324.739257 + Penalty 2801.242638 = -525523.496619
  nChanged 14
		SP:Iteration 84Q (100453.530000 sec): 3 clusters
  Score: Raw -528330.793393 + Penalty 2801.242638 = -525529.550755
  nChanged 16
		SP:Iteration 85Q (100453.620000 sec): 3 clusters
  Score: Raw -528338.681372 + Penalty 2801.242638 = -525537.438734
  nChanged 15
		SP:Iteration 86Q (100453.720000 sec): 3 clusters
  Score: Raw -528344.547402 + Penalty 2801.242638 = -525543.304764
  nChanged 14
		SP:Iteration 87Q (100453.820000 sec): 3 clusters
  Score: Raw -528351.558917 + Penalty 2801.242638 = -525550.316279
  nChanged 19
		SP:Iteration 88Q (100453.910000 sec): 3 clusters
  Score: Raw -528358.792546 + Penalty 2801.242638 = -525557.549908
  nChanged 22
		SP:Iteration 89Q (100454.010000 sec): 3 clusters
  Score: Raw -528369.017005 + Penalty 2801.242638 = -525567.774367
  nChanged 16
		SP:Iteration 90Q (100454.110000 sec): 3 clusters
  Score: Raw -528376.511784 + Penalty 2801.242638 = -525575.269146
  nChanged 17
		SP:Iteration 91Q (100454.210000 sec): 3 clusters
  Score: Raw -528384.630485 + Penalty 2801.242638 = -525583.387847
  nChanged 10
		SP:Iteration 92Q (100454.310000 sec): 3 clusters
  Score: Raw -528387.631654 + Penalty 2801.242638 = -525586.389016
  nChanged 10
		SP:Iteration 93Q (100454.400000 sec): 3 clusters
  Score: Raw -528392.137562 + Penalty 2801.242638 = -525590.894924
  nChanged 12
		SP:Iteration 94Q (100454.500000 sec): 3 clusters
  Score: Raw -528400.817701 + Penalty 2801.242638 = -525599.575063
  nChanged 18
		SP:Iteration 95Q (100454.600000 sec): 3 clusters
  Score: Raw -528412.190746 + Penalty 2801.242638 = -525610.948108
  nChanged 16
		SP:Iteration 96Q (100454.700000 sec): 3 clusters
  Score: Raw -528420.550403 + Penalty 2801.242638 = -525619.307765
  nChanged 13
		SP:Iteration 97Q (100454.790000 sec): 3 clusters
  Score: Raw -528425.091943 + Penalty 2801.242638 = -525623.849305
  nChanged 8
		SP:Iteration 98Q (100454.890000 sec): 3 clusters
  Score: Raw -528428.701587 + Penalty 2801.242638 = -525627.458949
  nChanged 8
		SP:Iteration 99Q (100454.990000 sec): 3 clusters
  Score: Raw -528430.876183 + Penalty 2801.242638 = -525629.633545
  nChanged 9
		SP:Iteration 100F (100455.090000 sec): 3 clusters
  Score: Raw -528434.810149 + Penalty 2801.242638 = -525633.567511
  nChanged 12
		SP:Iteration 101Q (100455.180000 sec): 3 clusters
  Score: Raw -528439.471015 + Penalty 2801.242638 = -525638.228377
  nChanged 7
		SP:Iteration 102Q (100455.280000 sec): 3 clusters
  Score: Raw -528443.961539 + Penalty 2801.242638 = -525642.718901
  nChanged 7
		SP:Iteration 103Q (100455.380000 sec): 3 clusters
  Score: Raw -528446.482188 + Penalty 2801.242638 = -525645.239550
  nChanged 2
		SP:Iteration 104Q (100455.470000 sec): 3 clusters
  Score: Raw -528446.900337 + Penalty 2801.242638 = -525645.657699
  nChanged 2
		SP:Iteration 105Q (100455.570000 sec): 3 clusters
  Score: Raw -528447.257693 + Penalty 2801.242638 = -525646.015055
  nChanged 1
		SP:Iteration 106Q (100455.670000 sec): 3 clusters
  Score: Raw -528447.487196 + Penalty 2801.242638 = -525646.244558
  nChanged 0
		SP:Iteration 107F (100455.770000 sec): 3 clusters
  Score: Raw -528447.487196 + Penalty 2801.242638 = -525646.244558
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100455.840000 sec): 2 clusters
  Score: Raw -272836.931853 + Penalty 1295.917496 = -271541.014356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100455.890000 sec): 3 clusters
  Score: Raw -271539.253059 + Penalty 2591.834993 = -268947.418066
  nChanged 1063
		SP:Iteration 1F (100455.950000 sec): 3 clusters
  Score: Raw -272225.235489 + Penalty 2591.834993 = -269633.400496
  nChanged 252
		SP:Iteration 2F (100456.010000 sec): 3 clusters
  Score: Raw -272406.356402 + Penalty 2591.834993 = -269814.521409
  nChanged 166
		SP:Iteration 3F (100456.060000 sec): 3 clusters
  Score: Raw -272514.948372 + Penalty 2591.834993 = -269923.113379
  nChanged 110
		SP:Iteration 4Q (100456.120000 sec): 3 clusters
  Score: Raw -272579.010274 + Penalty 2591.834993 = -269987.175281
  nChanged 83
		SP:Iteration 5Q (100456.180000 sec): 3 clusters
  Score: Raw -272617.985031 + Penalty 2591.834993 = -270026.150038
  nChanged 50
		SP:Iteration 6Q (100456.240000 sec): 3 clusters
  Score: Raw -272650.105213 + Penalty 2591.834993 = -270058.270220
  nChanged 64
		SP:Iteration 7Q (100456.290000 sec): 3 clusters
  Score: Raw -272679.765020 + Penalty 2591.834993 = -270087.930027
  nChanged 47
		SP:Iteration 8Q (100456.350000 sec): 3 clusters
  Score: Raw -272696.433873 + Penalty 2591.834993 = -270104.598880
  nChanged 37
		SP:Iteration 9Q (100456.400000 sec): 3 clusters
  Score: Raw -272711.499338 + Penalty 2591.834993 = -270119.664346
  nChanged 26
		SP:Iteration 10Q (100456.460000 sec): 3 clusters
  Score: Raw -272722.551363 + Penalty 2591.834993 = -270130.716370
  nChanged 26
		SP:Iteration 11Q (100456.520000 sec): 3 clusters
  Score: Raw -272731.016473 + Penalty 2591.834993 = -270139.181481
  nChanged 23
		SP:Iteration 12Q (100456.570000 sec): 3 clusters
  Score: Raw -272738.407980 + Penalty 2591.834993 = -270146.572987
  nChanged 17
		SP:Iteration 13Q (100456.630000 sec): 3 clusters
  Score: Raw -272746.578668 + Penalty 2591.834993 = -270154.743675
  nChanged 25
		SP:Iteration 14Q (100456.680000 sec): 3 clusters
  Score: Raw -272760.172895 + Penalty 2591.834993 = -270168.337902
  nChanged 26
		SP:Iteration 15Q (100456.740000 sec): 3 clusters
  Score: Raw -272769.778811 + Penalty 2591.834993 = -270177.943819
  nChanged 25
		SP:Iteration 16Q (100456.800000 sec): 3 clusters
  Score: Raw -272779.771522 + Penalty 2591.834993 = -270187.936529
  nChanged 24
		SP:Iteration 17Q (100456.850000 sec): 3 clusters
  Score: Raw -272791.353965 + Penalty 2591.834993 = -270199.518973
  nChanged 21
		SP:Iteration 18Q (100456.910000 sec): 3 clusters
  Score: Raw -272798.872699 + Penalty 2591.834993 = -270207.037706
  nChanged 15
		SP:Iteration 19Q (100456.960000 sec): 3 clusters
  Score: Raw -272805.254251 + Penalty 2591.834993 = -270213.419259
  nChanged 11
		SP:Iteration 20F (100457.020000 sec): 3 clusters
  Score: Raw -272809.409825 + Penalty 2591.834993 = -270217.574832
  nChanged 11
		SP:Iteration 21Q (100457.080000 sec): 3 clusters
  Score: Raw -272814.465548 + Penalty 2591.834993 = -270222.630555
  nChanged 17
		SP:Iteration 22Q (100457.130000 sec): 3 clusters
  Score: Raw -272820.421288 + Penalty 2591.834993 = -270228.586295
  nChanged 11
		SP:Iteration 23Q (100457.190000 sec): 3 clusters
  Score: Raw -272824.380776 + Penalty 2591.834993 = -270232.545784
  nChanged 16
		SP:Iteration 24Q (100457.240000 sec): 3 clusters
  Score: Raw -272829.265705 + Penalty 2591.834993 = -270237.430712
  nChanged 16
		SP:Iteration 25Q (100457.300000 sec): 3 clusters
  Score: Raw -272837.103740 + Penalty 2591.834993 = -270245.268747
  nChanged 16
		SP:Iteration 26Q (100457.360000 sec): 3 clusters
  Score: Raw -272846.348215 + Penalty 2591.834993 = -270254.513222
  nChanged 23
		SP:Iteration 27Q (100457.410000 sec): 3 clusters
  Score: Raw -272854.234083 + Penalty 2591.834993 = -270262.399091
  nChanged 19
		SP:Iteration 28Q (100457.470000 sec): 3 clusters
  Score: Raw -272861.232996 + Penalty 2591.834993 = -270269.398003
  nChanged 14
		SP:Iteration 29Q (100457.520000 sec): 3 clusters
  Score: Raw -272866.113845 + Penalty 2591.834993 = -270274.278853
  nChanged 12
		SP:Iteration 30Q (100457.580000 sec): 3 clusters
  Score: Raw -272871.064618 + Penalty 2591.834993 = -270279.229625
  nChanged 9
		SP:Iteration 31Q (100457.640000 sec): 3 clusters
  Score: Raw -272874.651429 + Penalty 2591.834993 = -270282.816436
  nChanged 13
		SP:Iteration 32Q (100457.690000 sec): 3 clusters
  Score: Raw -272878.898165 + Penalty 2591.834993 = -270287.063172
  nChanged 14
		SP:Iteration 33Q (100457.750000 sec): 3 clusters
  Score: Raw -272884.552679 + Penalty 2591.834993 = -270292.717686
  nChanged 17
		SP:Iteration 34Q (100457.800000 sec): 3 clusters
  Score: Raw -272890.348007 + Penalty 2591.834993 = -270298.513014
  nChanged 11
		SP:Iteration 35Q (100457.860000 sec): 3 clusters
  Score: Raw -272893.036560 + Penalty 2591.834993 = -270301.201568
  nChanged 10
		SP:Iteration 36Q (100457.920000 sec): 3 clusters
  Score: Raw -272896.099084 + Penalty 2591.834993 = -270304.264091
  nChanged 12
		SP:Iteration 37Q (100457.970000 sec): 3 clusters
  Score: Raw -272899.451686 + Penalty 2591.834993 = -270307.616693
  nChanged 7
		SP:Iteration 38Q (100458.030000 sec): 3 clusters
  Score: Raw -272902.017677 + Penalty 2591.834993 = -270310.182684
  nChanged 6
		SP:Iteration 39Q (100458.090000 sec): 3 clusters
  Score: Raw -272903.561630 + Penalty 2591.834993 = -270311.726637
  nChanged 6
		SP:Iteration 40F (100458.140000 sec): 3 clusters
  Score: Raw -272904.907954 + Penalty 2591.834993 = -270313.072962
  nChanged 8
		SP:Iteration 41Q (100458.200000 sec): 3 clusters
  Score: Raw -272907.080036 + Penalty 2591.834993 = -270315.245043
  nChanged 4
		SP:Iteration 42Q (100458.250000 sec): 3 clusters
  Score: Raw -272908.780935 + Penalty 2591.834993 = -270316.945942
  nChanged 6
		SP:Iteration 43Q (100458.310000 sec): 3 clusters
  Score: Raw -272910.746966 + Penalty 2591.834993 = -270318.911973
  nChanged 7
		SP:Iteration 44Q (100458.360000 sec): 3 clusters
  Score: Raw -272914.391331 + Penalty 2591.834993 = -270322.556339
  nChanged 6
		SP:Iteration 45Q (100458.420000 sec): 3 clusters
  Score: Raw -272915.984323 + Penalty 2591.834993 = -270324.149331
  nChanged 5
		SP:Iteration 46Q (100458.480000 sec): 3 clusters
  Score: Raw -272918.677002 + Penalty 2591.834993 = -270326.842009
  nChanged 6
		SP:Iteration 47Q (100458.530000 sec): 3 clusters
  Score: Raw -272920.480210 + Penalty 2591.834993 = -270328.645217
  nChanged 7
		SP:Iteration 48Q (100458.590000 sec): 3 clusters
  Score: Raw -272922.614713 + Penalty 2591.834993 = -270330.779721
  nChanged 9
		SP:Iteration 49Q (100458.640000 sec): 3 clusters
  Score: Raw -272925.929137 + Penalty 2591.834993 = -270334.094145
  nChanged 9
		SP:Iteration 50Q (100458.700000 sec): 3 clusters
  Score: Raw -272928.008340 + Penalty 2591.834993 = -270336.173347
  nChanged 8
		SP:Iteration 51Q (100458.760000 sec): 3 clusters
  Score: Raw -272930.588537 + Penalty 2591.834993 = -270338.753544
  nChanged 5
		SP:Iteration 52Q (100458.820000 sec): 3 clusters
  Score: Raw -272931.812855 + Penalty 2591.834993 = -270339.977863
  nChanged 1
		SP:Iteration 53Q (100458.870000 sec): 3 clusters
  Score: Raw -272931.892256 + Penalty 2591.834993 = -270340.057263
  nChanged 0
		SP:Iteration 54F (100458.920000 sec): 3 clusters
  Score: Raw -272931.892256 + Penalty 2591.834993 = -270340.057263
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 74 (2778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100458.990000 sec): 2 clusters
  Score: Raw -296688.613895 + Penalty 1288.541560 = -295400.072335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100459.050000 sec): 3 clusters
  Score: Raw -295426.504194 + Penalty 2577.083120 = -292849.421074
  nChanged 1003
		SP:Iteration 1F (100459.100000 sec): 3 clusters
  Score: Raw -296032.958702 + Penalty 2577.083120 = -293455.875582
  nChanged 214
		SP:Iteration 2F (100459.160000 sec): 3 clusters
  Score: Raw -296191.340967 + Penalty 2577.083120 = -293614.257847
  nChanged 148
		SP:Iteration 3F (100459.210000 sec): 3 clusters
  Score: Raw -296278.435092 + Penalty 2577.083120 = -293701.351972
  nChanged 93
		SP:Iteration 4Q (100459.260000 sec): 3 clusters
  Score: Raw -296336.106592 + Penalty 2577.083120 = -293759.023471
  nChanged 65
		SP:Iteration 5Q (100459.320000 sec): 3 clusters
  Score: Raw -296367.521621 + Penalty 2577.083120 = -293790.438500
  nChanged 52
		SP:Iteration 6Q (100459.370000 sec): 3 clusters
  Score: Raw -296393.146970 + Penalty 2577.083120 = -293816.063850
  nChanged 31
		SP:Iteration 7Q (100459.430000 sec): 3 clusters
  Score: Raw -296406.116677 + Penalty 2577.083120 = -293829.033557
  nChanged 20
		SP:Iteration 8Q (100459.480000 sec): 3 clusters
  Score: Raw -296414.688517 + Penalty 2577.083120 = -293837.605397
  nChanged 23
		SP:Iteration 9Q (100459.540000 sec): 3 clusters
  Score: Raw -296421.800405 + Penalty 2577.083120 = -293844.717285
  nChanged 18
		SP:Iteration 10Q (100459.590000 sec): 3 clusters
  Score: Raw -296428.587321 + Penalty 2577.083120 = -293851.504201
  nChanged 15
		SP:Iteration 11Q (100459.640000 sec): 3 clusters
  Score: Raw -296432.714516 + Penalty 2577.083120 = -293855.631396
  nChanged 12
		SP:Iteration 12Q (100459.700000 sec): 3 clusters
  Score: Raw -296436.538723 + Penalty 2577.083120 = -293859.455603
  nChanged 10
		SP:Iteration 13Q (100459.750000 sec): 3 clusters
  Score: Raw -296439.358401 + Penalty 2577.083120 = -293862.275281
  nChanged 11
		SP:Iteration 14Q (100459.800000 sec): 3 clusters
  Score: Raw -296443.527488 + Penalty 2577.083120 = -293866.444368
  nChanged 7
		SP:Iteration 15Q (100459.860000 sec): 3 clusters
  Score: Raw -296445.373552 + Penalty 2577.083120 = -293868.290432
  nChanged 6
		SP:Iteration 16Q (100459.910000 sec): 3 clusters
  Score: Raw -296447.065447 + Penalty 2577.083120 = -293869.982327
  nChanged 4
		SP:Iteration 17Q (100459.960000 sec): 3 clusters
  Score: Raw -296448.213945 + Penalty 2577.083120 = -293871.130825
  nChanged 2
		SP:Iteration 18Q (100460.020000 sec): 3 clusters
  Score: Raw -296449.481721 + Penalty 2577.083120 = -293872.398600
  nChanged 4
		SP:Iteration 19Q (100460.070000 sec): 3 clusters
  Score: Raw -296450.834101 + Penalty 2577.083120 = -293873.750981
  nChanged 6
		SP:Iteration 20F (100460.130000 sec): 3 clusters
  Score: Raw -296452.190627 + Penalty 2577.083120 = -293875.107507
  nChanged 1
		SP:Iteration 21Q (100460.180000 sec): 3 clusters
  Score: Raw -296452.585600 + Penalty 2577.083120 = -293875.502480
  nChanged 2
		SP:Iteration 22Q (100460.230000 sec): 3 clusters
  Score: Raw -296453.161134 + Penalty 2577.083120 = -293876.078014
  nChanged 0
		SP:Iteration 23F (100460.290000 sec): 3 clusters
  Score: Raw -296453.161134 + Penalty 2577.083120 = -293876.078014
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 75 (106847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100461.010000 sec): 2 clusters
  Score: Raw -11312062.798906 + Penalty 1881.612392 = -11310181.186514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100462.020000 sec): 3 clusters
  Score: Raw -11242390.437170 + Penalty 3763.224785 = -11238627.212385
  nChanged 51269
		SP:Iteration 1F (100463.020000 sec): 3 clusters
  Score: Raw -11272205.579644 + Penalty 3763.224785 = -11268442.354859
  nChanged 3437
		SP:Iteration 2Q (100464.080000 sec): 3 clusters
  Score: Raw -11273020.129743 + Penalty 3763.224785 = -11269256.904959
  nChanged 3516
		SP:Iteration 3Q (100465.160000 sec): 3 clusters
  Score: Raw -11273946.584553 + Penalty 3763.224785 = -11270183.359768
  nChanged 3606
		SP:Iteration 4Q (100466.210000 sec): 3 clusters
  Score: Raw -11274987.583559 + Penalty 3763.224785 = -11271224.358774
  nChanged 3776
		SP:Iteration 5Q (100467.300000 sec): 3 clusters
  Score: Raw -11276281.373433 + Penalty 3763.224785 = -11272518.148648
  nChanged 4252
		SP:Iteration 6Q (100468.360000 sec): 3 clusters
  Score: Raw -11278017.831906 + Penalty 3763.224785 = -11274254.607121
  nChanged 4881
		SP:Iteration 7Q (100469.440000 sec): 3 clusters
  Score: Raw -11280492.521697 + Penalty 3763.224785 = -11276729.296912
  nChanged 5719
		SP:Iteration 8F (100470.410000 sec): 3 clusters
  Score: Raw -11283933.434091 + Penalty 3763.224785 = -11280170.209306
  nChanged 6684
		SP:Iteration 9F (100471.390000 sec): 3 clusters
  Score: Raw -11288665.426704 + Penalty 3763.224785 = -11284902.201919
  nChanged 7150
		SP:Iteration 10F (100472.370000 sec): 3 clusters
  Score: Raw -11294278.154262 + Penalty 3763.224785 = -11290514.929477
  nChanged 6807
		SP:Iteration 11F (100473.370000 sec): 3 clusters
  Score: Raw -11299955.361032 + Penalty 3763.224785 = -11296192.136248
  nChanged 5581
		SP:Iteration 12F (100474.370000 sec): 3 clusters
  Score: Raw -11304659.817208 + Penalty 3763.224785 = -11300896.592423
  nChanged 3973
		SP:Iteration 13Q (100475.340000 sec): 3 clusters
  Score: Raw -11307860.746859 + Penalty 3763.224785 = -11304097.522075
  nChanged 2564
		SP:Iteration 14Q (100476.250000 sec): 3 clusters
  Score: Raw -11309846.434836 + Penalty 3763.224785 = -11306083.210052
  nChanged 1547
		SP:Iteration 15Q (100477.160000 sec): 3 clusters
  Score: Raw -11311010.408427 + Penalty 3763.224785 = -11307247.183643
  nChanged 866
		SP:Iteration 16Q (100478.060000 sec): 3 clusters
  Score: Raw -11311593.053217 + Penalty 3763.224785 = -11307829.828432
  nChanged 487
		SP:Iteration 17Q (100478.960000 sec): 3 clusters
  Score: Raw -11311918.019823 + Penalty 3763.224785 = -11308154.795038
  nChanged 281
		SP:Iteration 18Q (100479.830000 sec): 3 clusters
  Score: Raw -11312105.776764 + Penalty 3763.224785 = -11308342.551979
  nChanged 170
		SP:Iteration 19Q (100480.730000 sec): 3 clusters
  Score: Raw -11312215.352225 + Penalty 3763.224785 = -11308452.127440
  nChanged 113
		SP:Iteration 20F (100481.730000 sec): 3 clusters
  Score: Raw -11312275.479440 + Penalty 3763.224785 = -11308512.254655
  nChanged 61
		SP:Iteration 21Q (100482.620000 sec): 3 clusters
  Score: Raw -11312302.756801 + Penalty 3763.224785 = -11308539.532016
  nChanged 41
		SP:Iteration 22Q (100483.520000 sec): 3 clusters
  Score: Raw -11312329.170374 + Penalty 3763.224785 = -11308565.945589
  nChanged 39
		SP:Iteration 23Q (100484.400000 sec): 3 clusters
  Score: Raw -11312353.481314 + Penalty 3763.224785 = -11308590.256529
  nChanged 28
		SP:Iteration 24Q (100485.300000 sec): 3 clusters
  Score: Raw -11312364.340375 + Penalty 3763.224785 = -11308601.115590
  nChanged 16
		SP:Iteration 25Q (100486.190000 sec): 3 clusters
  Score: Raw -11312371.410707 + Penalty 3763.224785 = -11308608.185922
  nChanged 12
		SP:Iteration 26Q (100487.090000 sec): 3 clusters
  Score: Raw -11312377.446185 + Penalty 3763.224785 = -11308614.221401
  nChanged 8
		SP:Iteration 27Q (100487.980000 sec): 3 clusters
  Score: Raw -11312381.849243 + Penalty 3763.224785 = -11308618.624458
  nChanged 10
		SP:Iteration 28Q (100488.880000 sec): 3 clusters
  Score: Raw -11312387.907523 + Penalty 3763.224785 = -11308624.682738
  nChanged 9
		SP:Iteration 29Q (100489.780000 sec): 3 clusters
  Score: Raw -11312392.894061 + Penalty 3763.224785 = -11308629.669276
  nChanged 10
		SP:Iteration 30Q (100490.670000 sec): 3 clusters
  Score: Raw -11312397.885454 + Penalty 3763.224785 = -11308634.660669
  nChanged 6
		SP:Iteration 31Q (100491.570000 sec): 3 clusters
  Score: Raw -11312400.847507 + Penalty 3763.224785 = -11308637.622723
  nChanged 4
		SP:Iteration 32Q (100492.450000 sec): 3 clusters
  Score: Raw -11312403.291553 + Penalty 3763.224785 = -11308640.066768
  nChanged 7
		SP:Iteration 33Q (100493.350000 sec): 3 clusters
  Score: Raw -11312406.396995 + Penalty 3763.224785 = -11308643.172210
  nChanged 4
		SP:Iteration 34Q (100494.250000 sec): 3 clusters
  Score: Raw -11312407.752590 + Penalty 3763.224785 = -11308644.527805
  nChanged 5
		SP:Iteration 35Q (100495.150000 sec): 3 clusters
  Score: Raw -11312409.649709 + Penalty 3763.224785 = -11308646.424924
  nChanged 4
		SP:Iteration 36Q (100496.050000 sec): 3 clusters
  Score: Raw -11312411.090799 + Penalty 3763.224785 = -11308647.866014
  nChanged 3
		SP:Iteration 37Q (100496.940000 sec): 3 clusters
  Score: Raw -11312412.380701 + Penalty 3763.224785 = -11308649.155917
  nChanged 1
		SP:Iteration 38Q (100497.840000 sec): 3 clusters
  Score: Raw -11312412.632033 + Penalty 3763.224785 = -11308649.407249
  nChanged 1
		SP:Iteration 39Q (100498.730000 sec): 3 clusters
  Score: Raw -11312413.103208 + Penalty 3763.224785 = -11308649.878423
  nChanged 0
		SP:Iteration 40F (100499.720000 sec): 3 clusters
  Score: Raw -11312413.103208 + Penalty 3763.224785 = -11308649.878423
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 76 (2237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100499.780000 sec): 2 clusters
  Score: Raw -228382.079207 + Penalty 1253.344781 = -227128.734425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100499.830000 sec): 3 clusters
  Score: Raw -227403.934919 + Penalty 2506.689562 = -224897.245356
  nChanged 808
		SP:Iteration 1F (100499.880000 sec): 3 clusters
  Score: Raw -227914.604140 + Penalty 2506.689562 = -225407.914577
  nChanged 173
		SP:Iteration 2F (100499.920000 sec): 3 clusters
  Score: Raw -228052.224349 + Penalty 2506.689562 = -225545.534787
  nChanged 123
		SP:Iteration 3F (100499.970000 sec): 3 clusters
  Score: Raw -228146.556467 + Penalty 2506.689562 = -225639.866905
  nChanged 96
		SP:Iteration 4Q (100500.010000 sec): 3 clusters
  Score: Raw -228214.999272 + Penalty 2506.689562 = -225708.309709
  nChanged 69
		SP:Iteration 5Q (100500.050000 sec): 3 clusters
  Score: Raw -228247.692645 + Penalty 2506.689562 = -225741.003083
  nChanged 51
		SP:Iteration 6Q (100500.100000 sec): 3 clusters
  Score: Raw -228277.667972 + Penalty 2506.689562 = -225770.978410
  nChanged 45
		SP:Iteration 7Q (100500.140000 sec): 3 clusters
  Score: Raw -228304.898040 + Penalty 2506.689562 = -225798.208477
  nChanged 39
		SP:Iteration 8Q (100500.190000 sec): 3 clusters
  Score: Raw -228323.054094 + Penalty 2506.689562 = -225816.364531
  nChanged 32
		SP:Iteration 9Q (100500.230000 sec): 3 clusters
  Score: Raw -228340.035570 + Penalty 2506.689562 = -225833.346007
  nChanged 31
		SP:Iteration 10Q (100500.270000 sec): 3 clusters
  Score: Raw -228353.752327 + Penalty 2506.689562 = -225847.062764
  nChanged 20
		SP:Iteration 11Q (100500.310000 sec): 3 clusters
  Score: Raw -228362.271597 + Penalty 2506.689562 = -225855.582034
  nChanged 16
		SP:Iteration 12Q (100500.360000 sec): 3 clusters
  Score: Raw -228370.590640 + Penalty 2506.689562 = -225863.901077
  nChanged 15
		SP:Iteration 13Q (100500.400000 sec): 3 clusters
  Score: Raw -228378.306653 + Penalty 2506.689562 = -225871.617091
  nChanged 16
		SP:Iteration 14Q (100500.450000 sec): 3 clusters
  Score: Raw -228385.962486 + Penalty 2506.689562 = -225879.272923
  nChanged 12
		SP:Iteration 15Q (100500.490000 sec): 3 clusters
  Score: Raw -228391.825292 + Penalty 2506.689562 = -225885.135729
  nChanged 15
		SP:Iteration 16Q (100500.530000 sec): 3 clusters
  Score: Raw -228398.093248 + Penalty 2506.689562 = -225891.403686
  nChanged 12
		SP:Iteration 17Q (100500.580000 sec): 3 clusters
  Score: Raw -228404.057169 + Penalty 2506.689562 = -225897.367606
  nChanged 11
		SP:Iteration 18Q (100500.620000 sec): 3 clusters
  Score: Raw -228413.581177 + Penalty 2506.689562 = -225906.891614
  nChanged 18
		SP:Iteration 19Q (100500.670000 sec): 3 clusters
  Score: Raw -228425.491355 + Penalty 2506.689562 = -225918.801793
  nChanged 8
		SP:Iteration 20F (100500.710000 sec): 3 clusters
  Score: Raw -228429.061822 + Penalty 2506.689562 = -225922.372260
  nChanged 13
		SP:Iteration 21Q (100500.750000 sec): 3 clusters
  Score: Raw -228436.063989 + Penalty 2506.689562 = -225929.374426
  nChanged 8
		SP:Iteration 22Q (100500.800000 sec): 3 clusters
  Score: Raw -228442.107381 + Penalty 2506.689562 = -225935.417819
  nChanged 9
		SP:Iteration 23Q (100500.840000 sec): 3 clusters
  Score: Raw -228448.515925 + Penalty 2506.689562 = -225941.826362
  nChanged 11
		SP:Iteration 24Q (100500.890000 sec): 3 clusters
  Score: Raw -228454.556714 + Penalty 2506.689562 = -225947.867151
  nChanged 8
		SP:Iteration 25Q (100500.930000 sec): 3 clusters
  Score: Raw -228458.412839 + Penalty 2506.689562 = -225951.723276
  nChanged 7
		SP:Iteration 26Q (100500.970000 sec): 3 clusters
  Score: Raw -228461.175496 + Penalty 2506.689562 = -225954.485933
  nChanged 5
		SP:Iteration 27Q (100501.010000 sec): 3 clusters
  Score: Raw -228464.071151 + Penalty 2506.689562 = -225957.381589
  nChanged 12
		SP:Iteration 28Q (100501.060000 sec): 3 clusters
  Score: Raw -228469.591317 + Penalty 2506.689562 = -225962.901755
  nChanged 6
		SP:Iteration 29Q (100501.100000 sec): 3 clusters
  Score: Raw -228471.536486 + Penalty 2506.689562 = -225964.846924
  nChanged 2
		SP:Iteration 30Q (100501.150000 sec): 3 clusters
  Score: Raw -228472.315215 + Penalty 2506.689562 = -225965.625652
  nChanged 0
		SP:Iteration 31F (100501.190000 sec): 3 clusters
  Score: Raw -228472.315215 + Penalty 2506.689562 = -225965.625652
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 77 (4309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100501.270000 sec): 2 clusters
  Score: Raw -408513.898842 + Penalty 1359.874935 = -407154.023907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100501.350000 sec): 3 clusters
  Score: Raw -406347.547694 + Penalty 2719.749870 = -403627.797824
  nChanged 1764
		SP:Iteration 1F (100501.440000 sec): 3 clusters
  Score: Raw -407428.966617 + Penalty 2719.749870 = -404709.216747
  nChanged 352
		SP:Iteration 2F (100501.520000 sec): 3 clusters
  Score: Raw -407696.600287 + Penalty 2719.749870 = -404976.850417
  nChanged 286
		SP:Iteration 3F (100501.600000 sec): 3 clusters
  Score: Raw -407907.411928 + Penalty 2719.749870 = -405187.662058
  nChanged 249
		SP:Iteration 4F (100501.680000 sec): 3 clusters
  Score: Raw -408116.055721 + Penalty 2719.749870 = -405396.305851
  nChanged 248
		SP:Iteration 5F (100501.760000 sec): 3 clusters
  Score: Raw -408323.060837 + Penalty 2719.749870 = -405603.310967
  nChanged 242
		SP:Iteration 6F (100501.850000 sec): 3 clusters
  Score: Raw -408502.593798 + Penalty 2719.749870 = -405782.843929
  nChanged 193
		SP:Iteration 7Q (100501.930000 sec): 3 clusters
  Score: Raw -408621.305849 + Penalty 2719.749870 = -405901.555979
  nChanged 128
		SP:Iteration 8Q (100502.010000 sec): 3 clusters
  Score: Raw -408709.070960 + Penalty 2719.749870 = -405989.321090
  nChanged 111
		SP:Iteration 9Q (100502.090000 sec): 3 clusters
  Score: Raw -408763.795878 + Penalty 2719.749870 = -406044.046008
  nChanged 87
		SP:Iteration 10Q (100502.180000 sec): 3 clusters
  Score: Raw -408807.716285 + Penalty 2719.749870 = -406087.966415
  nChanged 58
		SP:Iteration 11Q (100502.260000 sec): 3 clusters
  Score: Raw -408831.425555 + Penalty 2719.749870 = -406111.675685
  nChanged 47
		SP:Iteration 12Q (100502.340000 sec): 3 clusters
  Score: Raw -408850.960059 + Penalty 2719.749870 = -406131.210190
  nChanged 40
		SP:Iteration 13Q (100502.430000 sec): 3 clusters
  Score: Raw -408867.293997 + Penalty 2719.749870 = -406147.544128
  nChanged 31
		SP:Iteration 14Q (100502.510000 sec): 3 clusters
  Score: Raw -408881.694513 + Penalty 2719.749870 = -406161.944643
  nChanged 26
		SP:Iteration 15Q (100502.590000 sec): 3 clusters
  Score: Raw -408890.835258 + Penalty 2719.749870 = -406171.085388
  nChanged 30
		SP:Iteration 16Q (100502.670000 sec): 3 clusters
  Score: Raw -408901.898924 + Penalty 2719.749870 = -406182.149054
  nChanged 21
		SP:Iteration 17Q (100502.750000 sec): 3 clusters
  Score: Raw -408908.861751 + Penalty 2719.749870 = -406189.111882
  nChanged 17
		SP:Iteration 18Q (100502.840000 sec): 3 clusters
  Score: Raw -408914.001508 + Penalty 2719.749870 = -406194.251639
  nChanged 17
		SP:Iteration 19Q (100502.920000 sec): 3 clusters
  Score: Raw -408919.813821 + Penalty 2719.749870 = -406200.063951
  nChanged 13
		SP:Iteration 20F (100503.000000 sec): 3 clusters
  Score: Raw -408923.771291 + Penalty 2719.749870 = -406204.021421
  nChanged 12
		SP:Iteration 21Q (100503.090000 sec): 3 clusters
  Score: Raw -408927.489867 + Penalty 2719.749870 = -406207.739997
  nChanged 12
		SP:Iteration 22Q (100503.170000 sec): 3 clusters
  Score: Raw -408930.613899 + Penalty 2719.749870 = -406210.864029
  nChanged 5
		SP:Iteration 23Q (100503.250000 sec): 3 clusters
  Score: Raw -408932.205781 + Penalty 2719.749870 = -406212.455911
  nChanged 6
		SP:Iteration 24Q (100503.330000 sec): 3 clusters
  Score: Raw -408933.738262 + Penalty 2719.749870 = -406213.988392
  nChanged 4
		SP:Iteration 25Q (100503.420000 sec): 3 clusters
  Score: Raw -408934.386725 + Penalty 2719.749870 = -406214.636855
  nChanged 1
		SP:Iteration 26Q (100503.500000 sec): 3 clusters
  Score: Raw -408934.549276 + Penalty 2719.749870 = -406214.799406
  nChanged 1
		SP:Iteration 27Q (100503.580000 sec): 3 clusters
  Score: Raw -408934.715519 + Penalty 2719.749870 = -406214.965650
  nChanged 2
		SP:Iteration 28Q (100503.670000 sec): 3 clusters
  Score: Raw -408935.136298 + Penalty 2719.749870 = -406215.386428
  nChanged 0
		SP:Iteration 29F (100503.750000 sec): 3 clusters
  Score: Raw -408935.136298 + Penalty 2719.749870 = -406215.386428
  nChanged 0
Iteration 379Q (100736.330000 sec): 78 clusters
  Score: Raw -107693012.149277 + Penalty 174074.127757 = -107518938.021520
  nChanged 38
Iteration 380F (101060.260000 sec): 78 clusters
  Score: Raw -107693012.782625 + Penalty 174074.127757 = -107518938.654868
  nChanged 36
Iteration 381Q (101293.340000 sec): 78 clusters
  Score: Raw -107693013.623798 + Penalty 174074.127757 = -107518939.496041
  nChanged 30
Iteration 382Q (101526.220000 sec): 78 clusters
  Score: Raw -107693014.346844 + Penalty 174074.127757 = -107518940.219087
  nChanged 28
Iteration 383Q (101759.340000 sec): 78 clusters
  Score: Raw -107693014.978153 + Penalty 174074.127757 = -107518940.850396
  nChanged 30
Iteration 384Q (101992.740000 sec): 78 clusters
  Score: Raw -107693015.432760 + Penalty 174074.127757 = -107518941.305004
  nChanged 23
Iteration 385Q (102225.960000 sec): 78 clusters
  Score: Raw -107693015.797225 + Penalty 174074.127757 = -107518941.669468
  nChanged 21
Iteration 386Q (102458.790000 sec): 78 clusters
  Score: Raw -107693015.929182 + Penalty 174074.127757 = -107518941.801426
  nChanged 24
Iteration 387Q (102691.610000 sec): 78 clusters
  Score: Raw -107693016.054122 + Penalty 174074.127757 = -107518941.926365
  nChanged 22
Iteration 388Q (102924.310000 sec): 78 clusters
  Score: Raw -107693016.150395 + Penalty 174074.127757 = -107518942.022638
  nChanged 23
Iteration 389Q (103158.120000 sec): 78 clusters
  Score: Raw -107693016.285001 + Penalty 174074.127757 = -107518942.157245
  nChanged 16
Iteration 390Q (103391.530000 sec): 78 clusters
  Score: Raw -107693016.396118 + Penalty 174074.127757 = -107518942.268361
  nChanged 18
Iteration 391Q (103625.320000 sec): 78 clusters
  Score: Raw -107693016.615346 + Penalty 174074.127757 = -107518942.487589
  nChanged 18
Iteration 392Q (103857.510000 sec): 78 clusters
  Score: Raw -107693016.753352 + Penalty 174074.127757 = -107518942.625595
  nChanged 21
Iteration 393Q (104090.650000 sec): 78 clusters
  Score: Raw -107693017.056422 + Penalty 174074.127757 = -107518942.928666
  nChanged 19
Iteration 394Q (104323.890000 sec): 78 clusters
  Score: Raw -107693017.332007 + Penalty 174074.127757 = -107518943.204251
  nChanged 21
Iteration 395Q (104557.190000 sec): 78 clusters
  Score: Raw -107693017.803004 + Penalty 174074.127757 = -107518943.675247
  nChanged 23
Iteration 396Q (104789.960000 sec): 78 clusters
  Score: Raw -107693018.142839 + Penalty 174074.127757 = -107518944.015082
  nChanged 16
Iteration 397Q (105023.790000 sec): 78 clusters
  Score: Raw -107693018.370937 + Penalty 174074.127757 = -107518944.243181
  nChanged 8
Iteration 398Q (105255.490000 sec): 78 clusters
  Score: Raw -107693018.664595 + Penalty 174074.127757 = -107518944.536839
  nChanged 8
Iteration 399Q (105488.750000 sec): 78 clusters
  Score: Raw -107693019.038238 + Penalty 174074.127757 = -107518944.910481
  nChanged 13
Iteration 400F (105812.290000 sec): 78 clusters
  Score: Raw -107693019.469003 + Penalty 174074.127757 = -107518945.341246
  nChanged 16
Iteration 401Q (106045.570000 sec): 78 clusters
  Score: Raw -107693020.014966 + Penalty 174074.127757 = -107518945.887210
  nChanged 8
Iteration 402Q (106277.910000 sec): 78 clusters
  Score: Raw -107693020.450322 + Penalty 174074.127757 = -107518946.322565
  nChanged 7
Iteration 403Q (106511.740000 sec): 78 clusters
  Score: Raw -107693020.947361 + Penalty 174074.127757 = -107518946.819604
  nChanged 11
Iteration 404Q (106744.620000 sec): 78 clusters
  Score: Raw -107693021.304792 + Penalty 174074.127757 = -107518947.177035
  nChanged 9
Iteration 405Q (106977.940000 sec): 78 clusters
  Score: Raw -107693021.497316 + Penalty 174074.127757 = -107518947.369560
  nChanged 11
Iteration 406Q (107210.750000 sec): 78 clusters
  Score: Raw -107693021.749770 + Penalty 174074.127757 = -107518947.622013
  nChanged 13
Iteration 407Q (107443.930000 sec): 78 clusters
  Score: Raw -107693022.081402 + Penalty 174074.127757 = -107518947.953645
  nChanged 19
Iteration 408Q (107676.760000 sec): 78 clusters
  Score: Raw -107693022.457361 + Penalty 174074.127757 = -107518948.329605
  nChanged 25
Iteration 409Q (107910.570000 sec): 78 clusters
  Score: Raw -107693022.922789 + Penalty 174074.127757 = -107518948.795033
  nChanged 17
Iteration 410Q (108143.180000 sec): 78 clusters
  Score: Raw -107693023.088557 + Penalty 174074.127757 = -107518948.960800
  nChanged 11
Iteration 411Q (108376.510000 sec): 78 clusters
  Score: Raw -107693023.144872 + Penalty 174074.127757 = -107518949.017116
  nChanged 10
Iteration 412Q (108609.340000 sec): 78 clusters
  Score: Raw -107693023.204747 + Penalty 174074.127757 = -107518949.076990
  nChanged 13
Iteration 413Q (108842.670000 sec): 78 clusters
  Score: Raw -107693023.330673 + Penalty 174074.127757 = -107518949.202917
  nChanged 5
Iteration 414Q (109075.530000 sec): 78 clusters
  Score: Raw -107693023.351616 + Penalty 174074.127757 = -107518949.223860
  nChanged 4
Iteration 415Q (109308.180000 sec): 78 clusters
  Score: Raw -107693023.370738 + Penalty 174074.127757 = -107518949.242981
  nChanged 7
Iteration 416Q (109540.490000 sec): 78 clusters
  Score: Raw -107693023.407240 + Penalty 174074.127757 = -107518949.279483
  nChanged 6
Iteration 417Q (109773.800000 sec): 78 clusters
  Score: Raw -107693023.437236 + Penalty 174074.127757 = -107518949.309479
  nChanged 10
Iteration 418Q (110007.080000 sec): 78 clusters
  Score: Raw -107693023.483684 + Penalty 174074.127757 = -107518949.355927
  nChanged 5
Writing temp clu file 
Because OldScore, -107518949.309479, is greater than current (better) Score,-107518949.355927 
 Compute initial score before splitting:   Score: Raw -107693023.483684 + Penalty 174074.127757 = -107518949.355927
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (131391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110008.060000 sec): 2 clusters
  Score: Raw -12605877.731894 + Penalty 1915.214095 = -12603962.517800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110009.250000 sec): 3 clusters
  Score: Raw -12519613.297106 + Penalty 3830.428189 = -12515782.868917
  nChanged 63221
		SP:Iteration 1F (110010.470000 sec): 3 clusters
  Score: Raw -12557370.508829 + Penalty 3830.428189 = -12553540.080640
  nChanged 5781
		SP:Iteration 2Q (110011.730000 sec): 3 clusters
  Score: Raw -12559744.091726 + Penalty 3830.428189 = -12555913.663537
  nChanged 7206
		SP:Iteration 3F (110012.930000 sec): 3 clusters
  Score: Raw -12563535.689175 + Penalty 3830.428189 = -12559705.260986
  nChanged 8810
		SP:Iteration 4F (110014.140000 sec): 3 clusters
  Score: Raw -12569155.147975 + Penalty 3830.428189 = -12565324.719786
  nChanged 9786
		SP:Iteration 5F (110015.340000 sec): 3 clusters
  Score: Raw -12576286.068929 + Penalty 3830.428189 = -12572455.640740
  nChanged 9800
		SP:Iteration 6F (110016.510000 sec): 3 clusters
  Score: Raw -12584308.138228 + Penalty 3830.428189 = -12580477.710039
  nChanged 8841
		SP:Iteration 7F (110017.680000 sec): 3 clusters
  Score: Raw -12592054.708968 + Penalty 3830.428189 = -12588224.280779
  nChanged 6781
		SP:Iteration 8F (110018.860000 sec): 3 clusters
  Score: Raw -12597990.519526 + Penalty 3830.428189 = -12594160.091337
  nChanged 4415
		SP:Iteration 9Q (110020.060000 sec): 3 clusters
  Score: Raw -12601657.395346 + Penalty 3830.428189 = -12597826.967157
  nChanged 2647
		SP:Iteration 10Q (110021.190000 sec): 3 clusters
  Score: Raw -12603686.516439 + Penalty 3830.428189 = -12599856.088250
  nChanged 1605
		SP:Iteration 11Q (110022.300000 sec): 3 clusters
  Score: Raw -12604812.403684 + Penalty 3830.428189 = -12600981.975494
  nChanged 972
		SP:Iteration 12Q (110023.340000 sec): 3 clusters
  Score: Raw -12605398.239459 + Penalty 3830.428189 = -12601567.811270
  nChanged 631
		SP:Iteration 13Q (110024.370000 sec): 3 clusters
  Score: Raw -12605737.674242 + Penalty 3830.428189 = -12601907.246053
  nChanged 440
		SP:Iteration 14Q (110025.420000 sec): 3 clusters
  Score: Raw -12605964.291486 + Penalty 3830.428189 = -12602133.863297
  nChanged 335
		SP:Iteration 15Q (110026.470000 sec): 3 clusters
  Score: Raw -12606125.765247 + Penalty 3830.428189 = -12602295.337058
  nChanged 257
		SP:Iteration 16Q (110027.520000 sec): 3 clusters
  Score: Raw -12606230.230644 + Penalty 3830.428189 = -12602399.802455
  nChanged 161
		SP:Iteration 17Q (110028.570000 sec): 3 clusters
  Score: Raw -12606290.545321 + Penalty 3830.428189 = -12602460.117132
  nChanged 126
		SP:Iteration 18Q (110029.620000 sec): 3 clusters
  Score: Raw -12606335.005317 + Penalty 3830.428189 = -12602504.577127
  nChanged 101
		SP:Iteration 19Q (110030.670000 sec): 3 clusters
  Score: Raw -12606367.079943 + Penalty 3830.428189 = -12602536.651754
  nChanged 81
		SP:Iteration 20F (110031.830000 sec): 3 clusters
  Score: Raw -12606389.214999 + Penalty 3830.428189 = -12602558.786810
  nChanged 61
		SP:Iteration 21Q (110032.910000 sec): 3 clusters
  Score: Raw -12606407.904352 + Penalty 3830.428189 = -12602577.476163
  nChanged 51
		SP:Iteration 22Q (110033.980000 sec): 3 clusters
  Score: Raw -12606424.800442 + Penalty 3830.428189 = -12602594.372253
  nChanged 44
		SP:Iteration 23Q (110035.030000 sec): 3 clusters
  Score: Raw -12606434.234807 + Penalty 3830.428189 = -12602603.806618
  nChanged 32
		SP:Iteration 24Q (110036.100000 sec): 3 clusters
  Score: Raw -12606440.278264 + Penalty 3830.428189 = -12602609.850075
  nChanged 20
		SP:Iteration 25Q (110037.150000 sec): 3 clusters
  Score: Raw -12606443.890233 + Penalty 3830.428189 = -12602613.462044
  nChanged 12
		SP:Iteration 26Q (110038.220000 sec): 3 clusters
  Score: Raw -12606446.457619 + Penalty 3830.428189 = -12602616.029429
  nChanged 11
		SP:Iteration 27Q (110039.270000 sec): 3 clusters
  Score: Raw -12606448.575013 + Penalty 3830.428189 = -12602618.146824
  nChanged 8
		SP:Iteration 28Q (110040.310000 sec): 3 clusters
  Score: Raw -12606449.617202 + Penalty 3830.428189 = -12602619.189013
  nChanged 7
		SP:Iteration 29Q (110041.360000 sec): 3 clusters
  Score: Raw -12606450.700904 + Penalty 3830.428189 = -12602620.272715
  nChanged 9
		SP:Iteration 30Q (110042.430000 sec): 3 clusters
  Score: Raw -12606452.671041 + Penalty 3830.428189 = -12602622.242852
  nChanged 12
		SP:Iteration 31Q (110043.480000 sec): 3 clusters
  Score: Raw -12606454.447614 + Penalty 3830.428189 = -12602624.019425
  nChanged 9
		SP:Iteration 32Q (110044.530000 sec): 3 clusters
  Score: Raw -12606455.703403 + Penalty 3830.428189 = -12602625.275214
  nChanged 6
		SP:Iteration 33Q (110045.580000 sec): 3 clusters
  Score: Raw -12606456.417786 + Penalty 3830.428189 = -12602625.989597
  nChanged 4
		SP:Iteration 34Q (110046.630000 sec): 3 clusters
  Score: Raw -12606456.970003 + Penalty 3830.428189 = -12602626.541814
  nChanged 3
		SP:Iteration 35Q (110047.700000 sec): 3 clusters
  Score: Raw -12606457.369814 + Penalty 3830.428189 = -12602626.941625
  nChanged 1
		SP:Iteration 36Q (110048.750000 sec): 3 clusters
  Score: Raw -12606457.501552 + Penalty 3830.428189 = -12602627.073362
  nChanged 2
		SP:Iteration 37Q (110049.800000 sec): 3 clusters
  Score: Raw -12606457.894924 + Penalty 3830.428189 = -12602627.466735
  nChanged 1
		SP:Iteration 38Q (110050.870000 sec): 3 clusters
  Score: Raw -12606458.002985 + Penalty 3830.428189 = -12602627.574796
  nChanged 1
		SP:Iteration 39Q (110051.920000 sec): 3 clusters
  Score: Raw -12606458.145205 + Penalty 3830.428189 = -12602627.717016
  nChanged 5
		SP:Iteration 40F (110053.090000 sec): 3 clusters
  Score: Raw -12606459.411317 + Penalty 3830.428189 = -12602628.983128
  nChanged 6
		SP:Iteration 41Q (110054.160000 sec): 3 clusters
  Score: Raw -12606460.175882 + Penalty 3830.428189 = -12602629.747693
  nChanged 3
		SP:Iteration 42Q (110055.230000 sec): 3 clusters
  Score: Raw -12606460.814840 + Penalty 3830.428189 = -12602630.386651
  nChanged 1
		SP:Iteration 43Q (110056.280000 sec): 3 clusters
  Score: Raw -12606460.974852 + Penalty 3830.428189 = -12602630.546663
  nChanged 2
		SP:Iteration 44Q (110057.360000 sec): 3 clusters
  Score: Raw -12606461.476642 + Penalty 3830.428189 = -12602631.048453
  nChanged 1
		SP:Iteration 45Q (110058.410000 sec): 3 clusters
  Score: Raw -12606461.801979 + Penalty 3830.428189 = -12602631.373790
  nChanged 2
		SP:Iteration 46Q (110059.450000 sec): 3 clusters
  Score: Raw -12606462.369384 + Penalty 3830.428189 = -12602631.941195
  nChanged 2
		SP:Iteration 47Q (110060.530000 sec): 3 clusters
  Score: Raw -12606462.598786 + Penalty 3830.428189 = -12602632.170597
  nChanged 0
		SP:Iteration 48F (110061.690000 sec): 3 clusters
  Score: Raw -12606462.598786 + Penalty 3830.428189 = -12602632.170597
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110061.940000 sec): 2 clusters
  Score: Raw -3812718.258171 + Penalty 1706.225375 = -3811012.032795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110062.350000 sec): 3 clusters
  Score: Raw -3790041.236513 + Penalty 3412.450751 = -3786628.785762
  nChanged 16828
		SP:Iteration 1F (110062.760000 sec): 3 clusters
  Score: Raw -3799502.607478 + Penalty 3412.450751 = -3796090.156727
  nChanged 1649
		SP:Iteration 2Q (110063.200000 sec): 3 clusters
  Score: Raw -3800080.391011 + Penalty 3412.450751 = -3796667.940260
  nChanged 1735
		SP:Iteration 3Q (110063.650000 sec): 3 clusters
  Score: Raw -3800828.601929 + Penalty 3412.450751 = -3797416.151178
  nChanged 2049
		SP:Iteration 4F (110064.060000 sec): 3 clusters
  Score: Raw -3801893.835861 + Penalty 3412.450751 = -3798481.385110
  nChanged 2441
		SP:Iteration 5F (110064.480000 sec): 3 clusters
  Score: Raw -3803497.626115 + Penalty 3412.450751 = -3800085.175364
  nChanged 2711
		SP:Iteration 6F (110064.910000 sec): 3 clusters
  Score: Raw -3805647.585899 + Penalty 3412.450751 = -3802235.135148
  nChanged 2707
		SP:Iteration 7F (110065.340000 sec): 3 clusters
  Score: Raw -3807959.378710 + Penalty 3412.450751 = -3804546.927959
  nChanged 1976
		SP:Iteration 8F (110065.760000 sec): 3 clusters
  Score: Raw -3809720.682365 + Penalty 3412.450751 = -3806308.231614
  nChanged 1348
		SP:Iteration 9Q (110066.200000 sec): 3 clusters
  Score: Raw -3811005.924043 + Penalty 3412.450751 = -3807593.473292
  nChanged 810
		SP:Iteration 10Q (110066.620000 sec): 3 clusters
  Score: Raw -3811798.917761 + Penalty 3412.450751 = -3808386.467010
  nChanged 486
		SP:Iteration 11Q (110066.980000 sec): 3 clusters
  Score: Raw -3812219.108316 + Penalty 3412.450751 = -3808806.657565
  nChanged 321
		SP:Iteration 12Q (110067.350000 sec): 3 clusters
  Score: Raw -3812434.953247 + Penalty 3412.450751 = -3809022.502496
  nChanged 220
		SP:Iteration 13Q (110067.740000 sec): 3 clusters
  Score: Raw -3812576.095093 + Penalty 3412.450751 = -3809163.644342
  nChanged 168
		SP:Iteration 14Q (110068.090000 sec): 3 clusters
  Score: Raw -3812691.369702 + Penalty 3412.450751 = -3809278.918951
  nChanged 140
		SP:Iteration 15Q (110068.490000 sec): 3 clusters
  Score: Raw -3812786.021154 + Penalty 3412.450751 = -3809373.570403
  nChanged 101
		SP:Iteration 16Q (110068.830000 sec): 3 clusters
  Score: Raw -3812861.829599 + Penalty 3412.450751 = -3809449.378848
  nChanged 95
		SP:Iteration 17Q (110069.230000 sec): 3 clusters
  Score: Raw -3812933.001427 + Penalty 3412.450751 = -3809520.550676
  nChanged 90
		SP:Iteration 18Q (110069.570000 sec): 3 clusters
  Score: Raw -3813005.096081 + Penalty 3412.450751 = -3809592.645330
  nChanged 76
		SP:Iteration 19Q (110069.940000 sec): 3 clusters
  Score: Raw -3813058.173517 + Penalty 3412.450751 = -3809645.722766
  nChanged 75
		SP:Iteration 20F (110070.320000 sec): 3 clusters
  Score: Raw -3813100.122802 + Penalty 3412.450751 = -3809687.672051
  nChanged 62
		SP:Iteration 21Q (110070.690000 sec): 3 clusters
  Score: Raw -3813124.188152 + Penalty 3412.450751 = -3809711.737401
  nChanged 38
		SP:Iteration 22Q (110071.080000 sec): 3 clusters
  Score: Raw -3813136.917221 + Penalty 3412.450751 = -3809724.466470
  nChanged 30
		SP:Iteration 23Q (110071.430000 sec): 3 clusters
  Score: Raw -3813146.547417 + Penalty 3412.450751 = -3809734.096666
  nChanged 22
		SP:Iteration 24Q (110071.820000 sec): 3 clusters
  Score: Raw -3813151.438914 + Penalty 3412.450751 = -3809738.988163
  nChanged 16
		SP:Iteration 25Q (110072.170000 sec): 3 clusters
  Score: Raw -3813155.350183 + Penalty 3412.450751 = -3809742.899432
  nChanged 14
		SP:Iteration 26Q (110072.560000 sec): 3 clusters
  Score: Raw -3813159.382666 + Penalty 3412.450751 = -3809746.931915
  nChanged 17
		SP:Iteration 27Q (110072.960000 sec): 3 clusters
  Score: Raw -3813164.073192 + Penalty 3412.450751 = -3809751.622441
  nChanged 17
		SP:Iteration 28Q (110073.300000 sec): 3 clusters
  Score: Raw -3813169.627088 + Penalty 3412.450751 = -3809757.176337
  nChanged 19
		SP:Iteration 29Q (110073.700000 sec): 3 clusters
  Score: Raw -3813174.425384 + Penalty 3412.450751 = -3809761.974633
  nChanged 12
		SP:Iteration 30Q (110074.040000 sec): 3 clusters
  Score: Raw -3813178.404129 + Penalty 3412.450751 = -3809765.953378
  nChanged 17
		SP:Iteration 31Q (110074.440000 sec): 3 clusters
  Score: Raw -3813183.041800 + Penalty 3412.450751 = -3809770.591049
  nChanged 11
		SP:Iteration 32Q (110074.780000 sec): 3 clusters
  Score: Raw -3813185.338708 + Penalty 3412.450751 = -3809772.887957
  nChanged 6
		SP:Iteration 33Q (110075.150000 sec): 3 clusters
  Score: Raw -3813187.260481 + Penalty 3412.450751 = -3809774.809730
  nChanged 12
		SP:Iteration 34Q (110075.500000 sec): 3 clusters
  Score: Raw -3813190.275754 + Penalty 3412.450751 = -3809777.825003
  nChanged 10
		SP:Iteration 35Q (110075.890000 sec): 3 clusters
  Score: Raw -3813192.706339 + Penalty 3412.450751 = -3809780.255588
  nChanged 3
		SP:Iteration 36Q (110076.320000 sec): 3 clusters
  Score: Raw -3813193.336674 + Penalty 3412.450751 = -3809780.885923
  nChanged 5
		SP:Iteration 37Q (110076.720000 sec): 3 clusters
  Score: Raw -3813194.085705 + Penalty 3412.450751 = -3809781.634954
  nChanged 5
		SP:Iteration 38Q (110077.070000 sec): 3 clusters
  Score: Raw -3813195.236955 + Penalty 3412.450751 = -3809782.786204
  nChanged 4
		SP:Iteration 39Q (110077.460000 sec): 3 clusters
  Score: Raw -3813195.714983 + Penalty 3412.450751 = -3809783.264233
  nChanged 0
		SP:Iteration 40F (110077.890000 sec): 3 clusters
  Score: Raw -3813195.714983 + Penalty 3412.450751 = -3809783.264233
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110078.020000 sec): 2 clusters
  Score: Raw -1428391.479492 + Penalty 1544.469370 = -1426847.010122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110078.240000 sec): 3 clusters
  Score: Raw -1420485.691950 + Penalty 3088.938740 = -1417396.753210
  nChanged 5948
		SP:Iteration 1F (110078.470000 sec): 3 clusters
  Score: Raw -1423648.668727 + Penalty 3088.938740 = -1420559.729987
  nChanged 792
		SP:Iteration 2F (110078.650000 sec): 3 clusters
  Score: Raw -1423976.269640 + Penalty 3088.938740 = -1420887.330900
  nChanged 710
		SP:Iteration 3F (110078.840000 sec): 3 clusters
  Score: Raw -1424295.815333 + Penalty 3088.938740 = -1421206.876594
  nChanged 617
		SP:Iteration 4Q (110079.040000 sec): 3 clusters
  Score: Raw -1424547.142451 + Penalty 3088.938740 = -1421458.203711
  nChanged 545
		SP:Iteration 5Q (110079.250000 sec): 3 clusters
  Score: Raw -1424789.691281 + Penalty 3088.938740 = -1421700.752541
  nChanged 516
		SP:Iteration 6Q (110079.460000 sec): 3 clusters
  Score: Raw -1425028.832057 + Penalty 3088.938740 = -1421939.893317
  nChanged 538
		SP:Iteration 7Q (110079.660000 sec): 3 clusters
  Score: Raw -1425322.481558 + Penalty 3088.938740 = -1422233.542818
  nChanged 610
		SP:Iteration 8Q (110079.850000 sec): 3 clusters
  Score: Raw -1425683.572438 + Penalty 3088.938740 = -1422594.633698
  nChanged 642
		SP:Iteration 9Q (110080.040000 sec): 3 clusters
  Score: Raw -1426048.105594 + Penalty 3088.938740 = -1422959.166854
  nChanged 610
		SP:Iteration 10Q (110080.260000 sec): 3 clusters
  Score: Raw -1426422.046096 + Penalty 3088.938740 = -1423333.107356
  nChanged 613
		SP:Iteration 11Q (110080.500000 sec): 3 clusters
  Score: Raw -1426783.452669 + Penalty 3088.938740 = -1423694.513929
  nChanged 507
		SP:Iteration 12Q (110080.680000 sec): 3 clusters
  Score: Raw -1427051.484425 + Penalty 3088.938740 = -1423962.545685
  nChanged 388
		SP:Iteration 13Q (110080.900000 sec): 3 clusters
  Score: Raw -1427224.450035 + Penalty 3088.938740 = -1424135.511296
  nChanged 295
		SP:Iteration 14Q (110081.130000 sec): 3 clusters
  Score: Raw -1427332.898317 + Penalty 3088.938740 = -1424243.959577
  nChanged 219
		SP:Iteration 15Q (110081.360000 sec): 3 clusters
  Score: Raw -1427386.495619 + Penalty 3088.938740 = -1424297.556879
  nChanged 156
		SP:Iteration 16Q (110081.550000 sec): 3 clusters
  Score: Raw -1427423.823523 + Penalty 3088.938740 = -1424334.884783
  nChanged 131
		SP:Iteration 17Q (110081.780000 sec): 3 clusters
  Score: Raw -1427453.680974 + Penalty 3088.938740 = -1424364.742234
  nChanged 119
		SP:Iteration 18Q (110081.960000 sec): 3 clusters
  Score: Raw -1427483.009979 + Penalty 3088.938740 = -1424394.071239
  nChanged 128
		SP:Iteration 19Q (110082.200000 sec): 3 clusters
  Score: Raw -1427515.759965 + Penalty 3088.938740 = -1424426.821226
  nChanged 128
		SP:Iteration 20F (110082.420000 sec): 3 clusters
  Score: Raw -1427553.947149 + Penalty 3088.938740 = -1424465.008409
  nChanged 146
		SP:Iteration 21Q (110082.610000 sec): 3 clusters
  Score: Raw -1427600.989164 + Penalty 3088.938740 = -1424512.050424
  nChanged 152
		SP:Iteration 22Q (110082.840000 sec): 3 clusters
  Score: Raw -1427644.717046 + Penalty 3088.938740 = -1424555.778306
  nChanged 141
		SP:Iteration 23Q (110083.060000 sec): 3 clusters
  Score: Raw -1427685.386872 + Penalty 3088.938740 = -1424596.448132
  nChanged 154
		SP:Iteration 24Q (110083.250000 sec): 3 clusters
  Score: Raw -1427732.902358 + Penalty 3088.938740 = -1424643.963618
  nChanged 146
		SP:Iteration 25Q (110083.480000 sec): 3 clusters
  Score: Raw -1427774.847175 + Penalty 3088.938740 = -1424685.908435
  nChanged 135
		SP:Iteration 26Q (110083.660000 sec): 3 clusters
  Score: Raw -1427812.702392 + Penalty 3088.938740 = -1424723.763653
  nChanged 148
		SP:Iteration 27Q (110083.900000 sec): 3 clusters
  Score: Raw -1427861.793946 + Penalty 3088.938740 = -1424772.855206
  nChanged 166
		SP:Iteration 28Q (110084.080000 sec): 3 clusters
  Score: Raw -1427917.383631 + Penalty 3088.938740 = -1424828.444891
  nChanged 168
		SP:Iteration 29Q (110084.290000 sec): 3 clusters
  Score: Raw -1427990.011370 + Penalty 3088.938740 = -1424901.072630
  nChanged 189
		SP:Iteration 30Q (110084.490000 sec): 3 clusters
  Score: Raw -1428074.902494 + Penalty 3088.938740 = -1424985.963754
  nChanged 181
		SP:Iteration 31Q (110084.680000 sec): 3 clusters
  Score: Raw -1428148.502432 + Penalty 3088.938740 = -1425059.563692
  nChanged 165
		SP:Iteration 32Q (110084.870000 sec): 3 clusters
  Score: Raw -1428215.281075 + Penalty 3088.938740 = -1425126.342335
  nChanged 158
		SP:Iteration 33Q (110085.080000 sec): 3 clusters
  Score: Raw -1428274.481750 + Penalty 3088.938740 = -1425185.543010
  nChanged 144
		SP:Iteration 34Q (110085.260000 sec): 3 clusters
  Score: Raw -1428328.107130 + Penalty 3088.938740 = -1425239.168390
  nChanged 146
		SP:Iteration 35Q (110085.480000 sec): 3 clusters
  Score: Raw -1428377.329012 + Penalty 3088.938740 = -1425288.390272
  nChanged 130
		SP:Iteration 36Q (110085.710000 sec): 3 clusters
  Score: Raw -1428421.178430 + Penalty 3088.938740 = -1425332.239690
  nChanged 108
		SP:Iteration 37Q (110085.880000 sec): 3 clusters
  Score: Raw -1428455.254377 + Penalty 3088.938740 = -1425366.315637
  nChanged 105
		SP:Iteration 38Q (110086.090000 sec): 3 clusters
  Score: Raw -1428488.244039 + Penalty 3088.938740 = -1425399.305299
  nChanged 113
		SP:Iteration 39Q (110086.280000 sec): 3 clusters
  Score: Raw -1428524.243982 + Penalty 3088.938740 = -1425435.305242
  nChanged 99
		SP:Iteration 40F (110086.470000 sec): 3 clusters
  Score: Raw -1428557.371541 + Penalty 3088.938740 = -1425468.432801
  nChanged 92
		SP:Iteration 41Q (110086.680000 sec): 3 clusters
  Score: Raw -1428587.360569 + Penalty 3088.938740 = -1425498.421829
  nChanged 82
		SP:Iteration 42Q (110086.850000 sec): 3 clusters
  Score: Raw -1428611.247937 + Penalty 3088.938740 = -1425522.309197
  nChanged 71
		SP:Iteration 43Q (110087.080000 sec): 3 clusters
  Score: Raw -1428630.026610 + Penalty 3088.938740 = -1425541.087871
  nChanged 63
		SP:Iteration 44Q (110087.250000 sec): 3 clusters
  Score: Raw -1428646.209935 + Penalty 3088.938740 = -1425557.271195
  nChanged 60
		SP:Iteration 45Q (110087.440000 sec): 3 clusters
  Score: Raw -1428661.071622 + Penalty 3088.938740 = -1425572.132882
  nChanged 52
		SP:Iteration 46Q (110087.620000 sec): 3 clusters
  Score: Raw -1428673.230749 + Penalty 3088.938740 = -1425584.292009
  nChanged 45
		SP:Iteration 47Q (110087.830000 sec): 3 clusters
  Score: Raw -1428686.334737 + Penalty 3088.938740 = -1425597.395997
  nChanged 46
		SP:Iteration 48Q (110088.000000 sec): 3 clusters
  Score: Raw -1428700.619256 + Penalty 3088.938740 = -1425611.680517
  nChanged 47
		SP:Iteration 49Q (110088.220000 sec): 3 clusters
  Score: Raw -1428715.655009 + Penalty 3088.938740 = -1425626.716269
  nChanged 62
		SP:Iteration 50Q (110088.440000 sec): 3 clusters
  Score: Raw -1428733.414823 + Penalty 3088.938740 = -1425644.476083
  nChanged 51
		SP:Iteration 51Q (110088.610000 sec): 3 clusters
  Score: Raw -1428745.716177 + Penalty 3088.938740 = -1425656.777437
  nChanged 51
		SP:Iteration 52Q (110088.800000 sec): 3 clusters
  Score: Raw -1428757.247831 + Penalty 3088.938740 = -1425668.309091
  nChanged 37
		SP:Iteration 53Q (110088.990000 sec): 3 clusters
  Score: Raw -1428765.275752 + Penalty 3088.938740 = -1425676.337012
  nChanged 33
		SP:Iteration 54Q (110089.190000 sec): 3 clusters
  Score: Raw -1428772.452888 + Penalty 3088.938740 = -1425683.514148
  nChanged 26
		SP:Iteration 55Q (110089.360000 sec): 3 clusters
  Score: Raw -1428778.165561 + Penalty 3088.938740 = -1425689.226821
  nChanged 20
		SP:Iteration 56Q (110089.580000 sec): 3 clusters
  Score: Raw -1428781.466937 + Penalty 3088.938740 = -1425692.528197
  nChanged 18
		SP:Iteration 57Q (110089.800000 sec): 3 clusters
  Score: Raw -1428785.074769 + Penalty 3088.938740 = -1425696.136029
  nChanged 24
		SP:Iteration 58Q (110090.020000 sec): 3 clusters
  Score: Raw -1428790.731735 + Penalty 3088.938740 = -1425701.792996
  nChanged 20
		SP:Iteration 59Q (110090.190000 sec): 3 clusters
  Score: Raw -1428794.840667 + Penalty 3088.938740 = -1425705.901927
  nChanged 19
		SP:Iteration 60F (110090.390000 sec): 3 clusters
  Score: Raw -1428798.463729 + Penalty 3088.938740 = -1425709.524989
  nChanged 14
		SP:Iteration 61Q (110090.570000 sec): 3 clusters
  Score: Raw -1428800.901891 + Penalty 3088.938740 = -1425711.963151
  nChanged 8
		SP:Iteration 62Q (110090.770000 sec): 3 clusters
  Score: Raw -1428802.359301 + Penalty 3088.938740 = -1425713.420561
  nChanged 9
		SP:Iteration 63Q (110090.950000 sec): 3 clusters
  Score: Raw -1428803.787856 + Penalty 3088.938740 = -1425714.849116
  nChanged 8
		SP:Iteration 64Q (110091.170000 sec): 3 clusters
  Score: Raw -1428804.521665 + Penalty 3088.938740 = -1425715.582925
  nChanged 3
		SP:Iteration 65Q (110091.390000 sec): 3 clusters
  Score: Raw -1428804.736436 + Penalty 3088.938740 = -1425715.797696
  nChanged 3
		SP:Iteration 66Q (110091.560000 sec): 3 clusters
  Score: Raw -1428804.918436 + Penalty 3088.938740 = -1425715.979696
  nChanged 3
		SP:Iteration 67Q (110091.740000 sec): 3 clusters
  Score: Raw -1428805.171460 + Penalty 3088.938740 = -1425716.232720
  nChanged 2
		SP:Iteration 68Q (110091.920000 sec): 3 clusters
  Score: Raw -1428805.481349 + Penalty 3088.938740 = -1425716.542609
  nChanged 4
		SP:Iteration 69Q (110092.130000 sec): 3 clusters
  Score: Raw -1428805.941893 + Penalty 3088.938740 = -1425717.003153
  nChanged 6
		SP:Iteration 70Q (110092.300000 sec): 3 clusters
  Score: Raw -1428807.323660 + Penalty 3088.938740 = -1425718.384920
  nChanged 7
		SP:Iteration 71Q (110092.480000 sec): 3 clusters
  Score: Raw -1428808.275511 + Penalty 3088.938740 = -1425719.336771
  nChanged 4
		SP:Iteration 72Q (110092.670000 sec): 3 clusters
  Score: Raw -1428808.625890 + Penalty 3088.938740 = -1425719.687150
  nChanged 0
		SP:Iteration 73F (110092.890000 sec): 3 clusters
  Score: Raw -1428808.625890 + Penalty 3088.938740 = -1425719.687150
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (113302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110093.590000 sec): 2 clusters
  Score: Raw -11835046.744148 + Penalty 1891.144466 = -11833155.599682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110094.620000 sec): 3 clusters
  Score: Raw -11761227.604254 + Penalty 3782.288932 = -11757445.315321
  nChanged 54221
		SP:Iteration 1F (110095.650000 sec): 3 clusters
  Score: Raw -11792744.799200 + Penalty 3782.288932 = -11788962.510268
  nChanged 3731
		SP:Iteration 2Q (110096.790000 sec): 3 clusters
  Score: Raw -11793689.859585 + Penalty 3782.288932 = -11789907.570653
  nChanged 4053
		SP:Iteration 3Q (110097.930000 sec): 3 clusters
  Score: Raw -11794820.390400 + Penalty 3782.288932 = -11791038.101468
  nChanged 4315
		SP:Iteration 4Q (110099.030000 sec): 3 clusters
  Score: Raw -11796213.152319 + Penalty 3782.288932 = -11792430.863386
  nChanged 4596
		SP:Iteration 5Q (110100.140000 sec): 3 clusters
  Score: Raw -11797889.872254 + Penalty 3782.288932 = -11794107.583322
  nChanged 4922
		SP:Iteration 6Q (110101.290000 sec): 3 clusters
  Score: Raw -11799935.908814 + Penalty 3782.288932 = -11796153.619882
  nChanged 5335
		SP:Iteration 7Q (110102.420000 sec): 3 clusters
  Score: Raw -11802483.179662 + Penalty 3782.288932 = -11798700.890730
  nChanged 5787
		SP:Iteration 8F (110103.500000 sec): 3 clusters
  Score: Raw -11805730.181409 + Penalty 3782.288932 = -11801947.892477
  nChanged 6050
		SP:Iteration 9F (110104.540000 sec): 3 clusters
  Score: Raw -11809474.224485 + Penalty 3782.288932 = -11805691.935553
  nChanged 5909
		SP:Iteration 10F (110105.570000 sec): 3 clusters
  Score: Raw -11812779.011952 + Penalty 3782.288932 = -11808996.723020
  nChanged 4767
		SP:Iteration 11Q (110106.690000 sec): 3 clusters
  Score: Raw -11814678.190127 + Penalty 3782.288932 = -11810895.901195
  nChanged 3275
		SP:Iteration 12Q (110107.770000 sec): 3 clusters
  Score: Raw -11815469.870775 + Penalty 3782.288932 = -11811687.581843
  nChanged 1977
		SP:Iteration 13Q (110108.870000 sec): 3 clusters
  Score: Raw -11815772.534615 + Penalty 3782.288932 = -11811990.245683
  nChanged 1206
		SP:Iteration 14Q (110109.930000 sec): 3 clusters
  Score: Raw -11815925.947127 + Penalty 3782.288932 = -11812143.658195
  nChanged 915
		SP:Iteration 15Q (110111.040000 sec): 3 clusters
  Score: Raw -11816043.621501 + Penalty 3782.288932 = -11812261.332569
  nChanged 862
		SP:Iteration 16Q (110112.090000 sec): 3 clusters
  Score: Raw -11816159.506292 + Penalty 3782.288932 = -11812377.217360
  nChanged 865
		SP:Iteration 17Q (110113.200000 sec): 3 clusters
  Score: Raw -11816277.797562 + Penalty 3782.288932 = -11812495.508630
  nChanged 864
		SP:Iteration 18Q (110114.260000 sec): 3 clusters
  Score: Raw -11816405.920748 + Penalty 3782.288932 = -11812623.631816
  nChanged 952
		SP:Iteration 19Q (110115.360000 sec): 3 clusters
  Score: Raw -11816557.362716 + Penalty 3782.288932 = -11812775.073783
  nChanged 1014
		SP:Iteration 20F (110116.380000 sec): 3 clusters
  Score: Raw -11816728.559632 + Penalty 3782.288932 = -11812946.270700
  nChanged 1093
		SP:Iteration 21Q (110117.420000 sec): 3 clusters
  Score: Raw -11816921.545690 + Penalty 3782.288932 = -11813139.256758
  nChanged 1177
		SP:Iteration 22Q (110118.520000 sec): 3 clusters
  Score: Raw -11817142.078447 + Penalty 3782.288932 = -11813359.789515
  nChanged 1279
		SP:Iteration 23Q (110119.570000 sec): 3 clusters
  Score: Raw -11817419.371201 + Penalty 3782.288932 = -11813637.082269
  nChanged 1412
		SP:Iteration 24Q (110120.660000 sec): 3 clusters
  Score: Raw -11817749.632758 + Penalty 3782.288932 = -11813967.343826
  nChanged 1512
		SP:Iteration 25Q (110121.700000 sec): 3 clusters
  Score: Raw -11818125.558560 + Penalty 3782.288932 = -11814343.269628
  nChanged 1627
		SP:Iteration 26Q (110122.740000 sec): 3 clusters
  Score: Raw -11818548.462080 + Penalty 3782.288932 = -11814766.173148
  nChanged 1672
		SP:Iteration 27Q (110123.820000 sec): 3 clusters
  Score: Raw -11818994.635970 + Penalty 3782.288932 = -11815212.347038
  nChanged 1712
		SP:Iteration 28Q (110124.860000 sec): 3 clusters
  Score: Raw -11819491.785665 + Penalty 3782.288932 = -11815709.496733
  nChanged 1858
		SP:Iteration 29Q (110125.880000 sec): 3 clusters
  Score: Raw -11820074.172397 + Penalty 3782.288932 = -11816291.883465
  nChanged 1897
		SP:Iteration 30Q (110126.900000 sec): 3 clusters
  Score: Raw -11820685.511958 + Penalty 3782.288932 = -11816903.223026
  nChanged 1998
		SP:Iteration 31Q (110127.910000 sec): 3 clusters
  Score: Raw -11821369.336400 + Penalty 3782.288932 = -11817587.047467
  nChanged 2093
		SP:Iteration 32Q (110128.910000 sec): 3 clusters
  Score: Raw -11822133.264458 + Penalty 3782.288932 = -11818350.975526
  nChanged 2162
		SP:Iteration 33Q (110129.900000 sec): 3 clusters
  Score: Raw -11822984.068768 + Penalty 3782.288932 = -11819201.779835
  nChanged 2195
		SP:Iteration 34Q (110130.910000 sec): 3 clusters
  Score: Raw -11823917.332009 + Penalty 3782.288932 = -11820135.043077
  nChanged 2218
		SP:Iteration 35Q (110131.910000 sec): 3 clusters
  Score: Raw -11824920.087324 + Penalty 3782.288932 = -11821137.798392
  nChanged 2206
		SP:Iteration 36Q (110132.910000 sec): 3 clusters
  Score: Raw -11825995.836776 + Penalty 3782.288932 = -11822213.547844
  nChanged 2152
		SP:Iteration 37Q (110133.900000 sec): 3 clusters
  Score: Raw -11827087.929109 + Penalty 3782.288932 = -11823305.640177
  nChanged 2007
		SP:Iteration 38Q (110134.910000 sec): 3 clusters
  Score: Raw -11828172.675771 + Penalty 3782.288932 = -11824390.386839
  nChanged 1884
		SP:Iteration 39Q (110135.910000 sec): 3 clusters
  Score: Raw -11829231.115580 + Penalty 3782.288932 = -11825448.826648
  nChanged 1670
		SP:Iteration 40F (110136.930000 sec): 3 clusters
  Score: Raw -11830240.385350 + Penalty 3782.288932 = -11826458.096418
  nChanged 1526
		SP:Iteration 41Q (110137.870000 sec): 3 clusters
  Score: Raw -11831172.937529 + Penalty 3782.288932 = -11827390.648597
  nChanged 1307
		SP:Iteration 42Q (110138.860000 sec): 3 clusters
  Score: Raw -11831975.455622 + Penalty 3782.288932 = -11828193.166689
  nChanged 1107
		SP:Iteration 43Q (110139.800000 sec): 3 clusters
  Score: Raw -11832688.342964 + Penalty 3782.288932 = -11828906.054032
  nChanged 925
		SP:Iteration 44Q (110140.780000 sec): 3 clusters
  Score: Raw -11833283.878551 + Penalty 3782.288932 = -11829501.589619
  nChanged 782
		SP:Iteration 45Q (110141.680000 sec): 3 clusters
  Score: Raw -11833755.527978 + Penalty 3782.288932 = -11829973.239045
  nChanged 617
		SP:Iteration 46Q (110142.630000 sec): 3 clusters
  Score: Raw -11834129.560879 + Penalty 3782.288932 = -11830347.271947
  nChanged 497
		SP:Iteration 47Q (110143.560000 sec): 3 clusters
  Score: Raw -11834438.850823 + Penalty 3782.288932 = -11830656.561891
  nChanged 384
		SP:Iteration 48Q (110144.460000 sec): 3 clusters
  Score: Raw -11834681.444426 + Penalty 3782.288932 = -11830899.155493
  nChanged 282
		SP:Iteration 49Q (110145.410000 sec): 3 clusters
  Score: Raw -11834858.081637 + Penalty 3782.288932 = -11831075.792705
  nChanged 201
		SP:Iteration 50Q (110146.330000 sec): 3 clusters
  Score: Raw -11834982.609103 + Penalty 3782.288932 = -11831200.320171
  nChanged 134
		SP:Iteration 51Q (110147.230000 sec): 3 clusters
  Score: Raw -11835059.621985 + Penalty 3782.288932 = -11831277.333053
  nChanged 87
		SP:Iteration 52Q (110148.130000 sec): 3 clusters
  Score: Raw -11835110.838480 + Penalty 3782.288932 = -11831328.549548
  nChanged 64
		SP:Iteration 53Q (110149.030000 sec): 3 clusters
  Score: Raw -11835149.981371 + Penalty 3782.288932 = -11831367.692438
  nChanged 45
		SP:Iteration 54Q (110149.970000 sec): 3 clusters
  Score: Raw -11835174.349104 + Penalty 3782.288932 = -11831392.060172
  nChanged 35
		SP:Iteration 55Q (110150.900000 sec): 3 clusters
  Score: Raw -11835193.399932 + Penalty 3782.288932 = -11831411.111000
  nChanged 18
		SP:Iteration 56Q (110151.790000 sec): 3 clusters
  Score: Raw -11835202.624771 + Penalty 3782.288932 = -11831420.335839
  nChanged 14
		SP:Iteration 57Q (110152.690000 sec): 3 clusters
  Score: Raw -11835210.924945 + Penalty 3782.288932 = -11831428.636013
  nChanged 16
		SP:Iteration 58Q (110153.630000 sec): 3 clusters
  Score: Raw -11835220.086244 + Penalty 3782.288932 = -11831437.797312
  nChanged 11
		SP:Iteration 59Q (110154.560000 sec): 3 clusters
  Score: Raw -11835225.910156 + Penalty 3782.288932 = -11831443.621224
  nChanged 10
		SP:Iteration 60F (110155.550000 sec): 3 clusters
  Score: Raw -11835230.630131 + Penalty 3782.288932 = -11831448.341198
  nChanged 8
		SP:Iteration 61Q (110156.470000 sec): 3 clusters
  Score: Raw -11835234.354419 + Penalty 3782.288932 = -11831452.065487
  nChanged 5
		SP:Iteration 62Q (110157.370000 sec): 3 clusters
  Score: Raw -11835237.911406 + Penalty 3782.288932 = -11831455.622473
  nChanged 5
		SP:Iteration 63Q (110158.270000 sec): 3 clusters
  Score: Raw -11835241.089494 + Penalty 3782.288932 = -11831458.800562
  nChanged 4
		SP:Iteration 64Q (110159.170000 sec): 3 clusters
  Score: Raw -11835244.612410 + Penalty 3782.288932 = -11831462.323477
  nChanged 6
		SP:Iteration 65Q (110160.060000 sec): 3 clusters
  Score: Raw -11835247.075019 + Penalty 3782.288932 = -11831464.786086
  nChanged 6
		SP:Iteration 66Q (110161.010000 sec): 3 clusters
  Score: Raw -11835250.359286 + Penalty 3782.288932 = -11831468.070354
  nChanged 5
		SP:Iteration 67Q (110161.930000 sec): 3 clusters
  Score: Raw -11835254.209956 + Penalty 3782.288932 = -11831471.921024
  nChanged 7
		SP:Iteration 68Q (110162.830000 sec): 3 clusters
  Score: Raw -11835258.747450 + Penalty 3782.288932 = -11831476.458518
  nChanged 6
		SP:Iteration 69Q (110163.730000 sec): 3 clusters
  Score: Raw -11835263.002525 + Penalty 3782.288932 = -11831480.713593
  nChanged 9
		SP:Iteration 70Q (110164.620000 sec): 3 clusters
  Score: Raw -11835269.299624 + Penalty 3782.288932 = -11831487.010692
  nChanged 9
		SP:Iteration 71Q (110165.570000 sec): 3 clusters
  Score: Raw -11835275.619347 + Penalty 3782.288932 = -11831493.330415
  nChanged 13
		SP:Iteration 72Q (110166.490000 sec): 3 clusters
  Score: Raw -11835281.666510 + Penalty 3782.288932 = -11831499.377577
  nChanged 5
		SP:Iteration 73Q (110167.390000 sec): 3 clusters
  Score: Raw -11835283.618424 + Penalty 3782.288932 = -11831501.329491
  nChanged 2
		SP:Iteration 74Q (110168.280000 sec): 3 clusters
  Score: Raw -11835284.369768 + Penalty 3782.288932 = -11831502.080836
  nChanged 4
		SP:Iteration 75Q (110169.180000 sec): 3 clusters
  Score: Raw -11835286.829394 + Penalty 3782.288932 = -11831504.540462
  nChanged 4
		SP:Iteration 76Q (110170.130000 sec): 3 clusters
  Score: Raw -11835289.559266 + Penalty 3782.288932 = -11831507.270334
  nChanged 7
		SP:Iteration 77Q (110171.050000 sec): 3 clusters
  Score: Raw -11835292.487783 + Penalty 3782.288932 = -11831510.198851
  nChanged 2
		SP:Iteration 78Q (110171.950000 sec): 3 clusters
  Score: Raw -11835293.230392 + Penalty 3782.288932 = -11831510.941459
  nChanged 3
		SP:Iteration 79Q (110172.850000 sec): 3 clusters
  Score: Raw -11835293.916886 + Penalty 3782.288932 = -11831511.627954
  nChanged 0
		SP:Iteration 80F (110173.840000 sec): 3 clusters
  Score: Raw -11835293.916886 + Penalty 3782.288932 = -11831511.627954
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (8922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110173.930000 sec): 2 clusters
  Score: Raw -963005.129777 + Penalty 1478.144755 = -961526.985022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110174.100000 sec): 3 clusters
  Score: Raw -957989.825918 + Penalty 2956.289510 = -955033.536408
  nChanged 3869
		SP:Iteration 1F (110174.230000 sec): 3 clusters
  Score: Raw -960138.735364 + Penalty 2956.289510 = -957182.445854
  nChanged 573
		SP:Iteration 2F (110174.360000 sec): 3 clusters
  Score: Raw -960386.274772 + Penalty 2956.289510 = -957429.985262
  nChanged 457
		SP:Iteration 3F (110174.500000 sec): 3 clusters
  Score: Raw -960578.049286 + Penalty 2956.289510 = -957621.759776
  nChanged 395
		SP:Iteration 4Q (110174.650000 sec): 3 clusters
  Score: Raw -960758.377106 + Penalty 2956.289510 = -957802.087596
  nChanged 385
		SP:Iteration 5Q (110174.790000 sec): 3 clusters
  Score: Raw -960941.642039 + Penalty 2956.289510 = -957985.352529
  nChanged 359
		SP:Iteration 6Q (110174.940000 sec): 3 clusters
  Score: Raw -961120.607438 + Penalty 2956.289510 = -958164.317928
  nChanged 346
		SP:Iteration 7Q (110175.080000 sec): 3 clusters
  Score: Raw -961309.655137 + Penalty 2956.289510 = -958353.365627
  nChanged 332
		SP:Iteration 8Q (110175.230000 sec): 3 clusters
  Score: Raw -961492.271414 + Penalty 2956.289510 = -958535.981904
  nChanged 336
		SP:Iteration 9Q (110175.370000 sec): 3 clusters
  Score: Raw -961712.828212 + Penalty 2956.289510 = -958756.538702
  nChanged 339
		SP:Iteration 10Q (110175.520000 sec): 3 clusters
  Score: Raw -961957.455591 + Penalty 2956.289510 = -959001.166081
  nChanged 311
		SP:Iteration 11Q (110175.660000 sec): 3 clusters
  Score: Raw -962208.386382 + Penalty 2956.289510 = -959252.096872
  nChanged 276
		SP:Iteration 12Q (110175.800000 sec): 3 clusters
  Score: Raw -962441.902518 + Penalty 2956.289510 = -959485.613008
  nChanged 221
		SP:Iteration 13Q (110175.940000 sec): 3 clusters
  Score: Raw -962663.061576 + Penalty 2956.289510 = -959706.772066
  nChanged 200
		SP:Iteration 14Q (110176.080000 sec): 3 clusters
  Score: Raw -962893.082660 + Penalty 2956.289510 = -959936.793150
  nChanged 139
		SP:Iteration 15Q (110176.220000 sec): 3 clusters
  Score: Raw -963045.774024 + Penalty 2956.289510 = -960089.484514
  nChanged 107
		SP:Iteration 16Q (110176.360000 sec): 3 clusters
  Score: Raw -963134.928104 + Penalty 2956.289510 = -960178.638594
  nChanged 66
		SP:Iteration 17Q (110176.480000 sec): 3 clusters
  Score: Raw -963182.104066 + Penalty 2956.289510 = -960225.814556
  nChanged 56
		SP:Iteration 18Q (110176.610000 sec): 3 clusters
  Score: Raw -963217.871229 + Penalty 2956.289510 = -960261.581718
  nChanged 40
		SP:Iteration 19Q (110176.740000 sec): 3 clusters
  Score: Raw -963237.548914 + Penalty 2956.289510 = -960281.259404
  nChanged 29
		SP:Iteration 20F (110176.880000 sec): 3 clusters
  Score: Raw -963252.038877 + Penalty 2956.289510 = -960295.749367
  nChanged 22
		SP:Iteration 21Q (110177.010000 sec): 3 clusters
  Score: Raw -963262.727544 + Penalty 2956.289510 = -960306.438034
  nChanged 15
		SP:Iteration 22Q (110177.140000 sec): 3 clusters
  Score: Raw -963270.052103 + Penalty 2956.289510 = -960313.762592
  nChanged 12
		SP:Iteration 23Q (110177.280000 sec): 3 clusters
  Score: Raw -963275.497717 + Penalty 2956.289510 = -960319.208207
  nChanged 11
		SP:Iteration 24Q (110177.410000 sec): 3 clusters
  Score: Raw -963279.454448 + Penalty 2956.289510 = -960323.164938
  nChanged 7
		SP:Iteration 25Q (110177.550000 sec): 3 clusters
  Score: Raw -963282.238056 + Penalty 2956.289510 = -960325.948546
  nChanged 7
		SP:Iteration 26Q (110177.670000 sec): 3 clusters
  Score: Raw -963285.399355 + Penalty 2956.289510 = -960329.109844
  nChanged 13
		SP:Iteration 27Q (110177.800000 sec): 3 clusters
  Score: Raw -963290.552764 + Penalty 2956.289510 = -960334.263254
  nChanged 8
		SP:Iteration 28Q (110177.930000 sec): 3 clusters
  Score: Raw -963294.155686 + Penalty 2956.289510 = -960337.866176
  nChanged 5
		SP:Iteration 29Q (110178.060000 sec): 3 clusters
  Score: Raw -963296.335534 + Penalty 2956.289510 = -960340.046024
  nChanged 4
		SP:Iteration 30Q (110178.200000 sec): 3 clusters
  Score: Raw -963298.142850 + Penalty 2956.289510 = -960341.853340
  nChanged 4
		SP:Iteration 31Q (110178.330000 sec): 3 clusters
  Score: Raw -963299.619739 + Penalty 2956.289510 = -960343.330228
  nChanged 4
		SP:Iteration 32Q (110178.460000 sec): 3 clusters
  Score: Raw -963301.877419 + Penalty 2956.289510 = -960345.587909
  nChanged 5
		SP:Iteration 33Q (110178.600000 sec): 3 clusters
  Score: Raw -963303.126710 + Penalty 2956.289510 = -960346.837200
  nChanged 1
		SP:Iteration 34Q (110178.730000 sec): 3 clusters
  Score: Raw -963303.424572 + Penalty 2956.289510 = -960347.135062
  nChanged 4
		SP:Iteration 35Q (110178.860000 sec): 3 clusters
  Score: Raw -963305.810260 + Penalty 2956.289510 = -960349.520750
  nChanged 5
		SP:Iteration 36Q (110178.980000 sec): 3 clusters
  Score: Raw -963307.579065 + Penalty 2956.289510 = -960351.289555
  nChanged 3
		SP:Iteration 37Q (110179.110000 sec): 3 clusters
  Score: Raw -963309.023657 + Penalty 2956.289510 = -960352.734147
  nChanged 4
		SP:Iteration 38Q (110179.240000 sec): 3 clusters
  Score: Raw -963310.367220 + Penalty 2956.289510 = -960354.077710
  nChanged 4
		SP:Iteration 39Q (110179.380000 sec): 3 clusters
  Score: Raw -963311.617237 + Penalty 2956.289510 = -960355.327727
  nChanged 3
		SP:Iteration 40F (110179.520000 sec): 3 clusters
  Score: Raw -963313.409438 + Penalty 2956.289510 = -960357.119928
  nChanged 5
		SP:Iteration 41Q (110179.660000 sec): 3 clusters
  Score: Raw -963316.296602 + Penalty 2956.289510 = -960360.007091
  nChanged 4
		SP:Iteration 42Q (110179.790000 sec): 3 clusters
  Score: Raw -963317.063057 + Penalty 2956.289510 = -960360.773546
  nChanged 1
		SP:Iteration 43Q (110179.920000 sec): 3 clusters
  Score: Raw -963317.272548 + Penalty 2956.289510 = -960360.983038
  nChanged 1
		SP:Iteration 44Q (110180.060000 sec): 3 clusters
  Score: Raw -963317.584314 + Penalty 2956.289510 = -960361.294804
  nChanged 1
		SP:Iteration 45Q (110180.180000 sec): 3 clusters
  Score: Raw -963318.176698 + Penalty 2956.289510 = -960361.887188
  nChanged 1
		SP:Iteration 46Q (110180.300000 sec): 3 clusters
  Score: Raw -963318.878732 + Penalty 2956.289510 = -960362.589222
  nChanged 0
		SP:Iteration 47F (110180.440000 sec): 3 clusters
  Score: Raw -963318.878732 + Penalty 2956.289510 = -960362.589222
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110180.520000 sec): 2 clusters
  Score: Raw -159635.143555 + Penalty 1219.374121 = -158415.769433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110180.550000 sec): 3 clusters
  Score: Raw -158902.791781 + Penalty 2438.748243 = -156464.043538
  nChanged 651
		SP:Iteration 1F (110180.590000 sec): 3 clusters
  Score: Raw -159377.867257 + Penalty 2438.748243 = -156939.119014
  nChanged 177
		SP:Iteration 2F (110180.630000 sec): 3 clusters
  Score: Raw -159560.039478 + Penalty 2438.748243 = -157121.291235
  nChanged 123
		SP:Iteration 3F (110180.670000 sec): 3 clusters
  Score: Raw -159684.818704 + Penalty 2438.748243 = -157246.070461
  nChanged 89
		SP:Iteration 4Q (110180.700000 sec): 3 clusters
  Score: Raw -159794.357965 + Penalty 2438.748243 = -157355.609723
  nChanged 76
		SP:Iteration 5Q (110180.740000 sec): 3 clusters
  Score: Raw -159891.651787 + Penalty 2438.748243 = -157452.903544
  nChanged 58
		SP:Iteration 6Q (110180.780000 sec): 3 clusters
  Score: Raw -159957.151086 + Penalty 2438.748243 = -157518.402844
  nChanged 51
		SP:Iteration 7Q (110180.810000 sec): 3 clusters
  Score: Raw -160004.842582 + Penalty 2438.748243 = -157566.094340
  nChanged 48
		SP:Iteration 8Q (110180.840000 sec): 3 clusters
  Score: Raw -160048.659886 + Penalty 2438.748243 = -157609.911644
  nChanged 34
		SP:Iteration 9Q (110180.880000 sec): 3 clusters
  Score: Raw -160073.450731 + Penalty 2438.748243 = -157634.702489
  nChanged 23
		SP:Iteration 10Q (110180.920000 sec): 3 clusters
  Score: Raw -160085.747982 + Penalty 2438.748243 = -157646.999739
  nChanged 17
		SP:Iteration 11Q (110180.950000 sec): 3 clusters
  Score: Raw -160100.230887 + Penalty 2438.748243 = -157661.482644
  nChanged 20
		SP:Iteration 12Q (110180.980000 sec): 3 clusters
  Score: Raw -160112.932136 + Penalty 2438.748243 = -157674.183893
  nChanged 14
		SP:Iteration 13Q (110181.020000 sec): 3 clusters
  Score: Raw -160121.061155 + Penalty 2438.748243 = -157682.312912
  nChanged 12
		SP:Iteration 14Q (110181.050000 sec): 3 clusters
  Score: Raw -160128.040019 + Penalty 2438.748243 = -157689.291777
  nChanged 14
		SP:Iteration 15Q (110181.090000 sec): 3 clusters
  Score: Raw -160139.311322 + Penalty 2438.748243 = -157700.563079
  nChanged 14
		SP:Iteration 16Q (110181.120000 sec): 3 clusters
  Score: Raw -160148.184653 + Penalty 2438.748243 = -157709.436411
  nChanged 9
		SP:Iteration 17Q (110181.160000 sec): 3 clusters
  Score: Raw -160151.888192 + Penalty 2438.748243 = -157713.139949
  nChanged 7
		SP:Iteration 18Q (110181.190000 sec): 3 clusters
  Score: Raw -160155.057514 + Penalty 2438.748243 = -157716.309272
  nChanged 7
		SP:Iteration 19Q (110181.230000 sec): 3 clusters
  Score: Raw -160161.318357 + Penalty 2438.748243 = -157722.570114
  nChanged 10
		SP:Iteration 20F (110181.260000 sec): 3 clusters
  Score: Raw -160166.805780 + Penalty 2438.748243 = -157728.057537
  nChanged 3
		SP:Iteration 21Q (110181.300000 sec): 3 clusters
  Score: Raw -160167.805584 + Penalty 2438.748243 = -157729.057341
  nChanged 1
		SP:Iteration 22Q (110181.330000 sec): 3 clusters
  Score: Raw -160168.378840 + Penalty 2438.748243 = -157729.630597
  nChanged 1
		SP:Iteration 23Q (110181.360000 sec): 3 clusters
  Score: Raw -160168.805234 + Penalty 2438.748243 = -157730.056992
  nChanged 0
		SP:Iteration 24F (110181.400000 sec): 3 clusters
  Score: Raw -160168.805234 + Penalty 2438.748243 = -157730.056992
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (3663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110181.480000 sec): 2 clusters
  Score: Raw -363452.061791 + Penalty 1333.481136 = -362118.580655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110181.550000 sec): 3 clusters
  Score: Raw -361634.399811 + Penalty 2666.962273 = -358967.437538
  nChanged 1418
		SP:Iteration 1F (110181.630000 sec): 3 clusters
  Score: Raw -362484.528776 + Penalty 2666.962273 = -359817.566503
  nChanged 277
		SP:Iteration 2F (110181.700000 sec): 3 clusters
  Score: Raw -362636.188718 + Penalty 2666.962273 = -359969.226445
  nChanged 185
		SP:Iteration 3F (110181.770000 sec): 3 clusters
  Score: Raw -362729.636603 + Penalty 2666.962273 = -360062.674330
  nChanged 137
		SP:Iteration 4Q (110181.840000 sec): 3 clusters
  Score: Raw -362803.146608 + Penalty 2666.962273 = -360136.184335
  nChanged 134
		SP:Iteration 5Q (110181.910000 sec): 3 clusters
  Score: Raw -362880.744619 + Penalty 2666.962273 = -360213.782346
  nChanged 112
		SP:Iteration 6Q (110181.980000 sec): 3 clusters
  Score: Raw -362941.235197 + Penalty 2666.962273 = -360274.272924
  nChanged 108
		SP:Iteration 7Q (110182.050000 sec): 3 clusters
  Score: Raw -362996.740382 + Penalty 2666.962273 = -360329.778109
  nChanged 94
		SP:Iteration 8Q (110182.120000 sec): 3 clusters
  Score: Raw -363043.720601 + Penalty 2666.962273 = -360376.758328
  nChanged 101
		SP:Iteration 9Q (110182.190000 sec): 3 clusters
  Score: Raw -363106.332133 + Penalty 2666.962273 = -360439.369860
  nChanged 97
		SP:Iteration 10Q (110182.260000 sec): 3 clusters
  Score: Raw -363161.451726 + Penalty 2666.962273 = -360494.489453
  nChanged 87
		SP:Iteration 11Q (110182.340000 sec): 3 clusters
  Score: Raw -363212.121389 + Penalty 2666.962273 = -360545.159116
  nChanged 80
		SP:Iteration 12Q (110182.410000 sec): 3 clusters
  Score: Raw -363260.671544 + Penalty 2666.962273 = -360593.709271
  nChanged 72
		SP:Iteration 13Q (110182.480000 sec): 3 clusters
  Score: Raw -363309.497187 + Penalty 2666.962273 = -360642.534914
  nChanged 78
		SP:Iteration 14Q (110182.550000 sec): 3 clusters
  Score: Raw -363366.080354 + Penalty 2666.962273 = -360699.118081
  nChanged 79
		SP:Iteration 15Q (110182.620000 sec): 3 clusters
  Score: Raw -363426.855961 + Penalty 2666.962273 = -360759.893688
  nChanged 67
		SP:Iteration 16Q (110182.690000 sec): 3 clusters
  Score: Raw -363480.445824 + Penalty 2666.962273 = -360813.483551
  nChanged 59
		SP:Iteration 17Q (110182.760000 sec): 3 clusters
  Score: Raw -363526.865823 + Penalty 2666.962273 = -360859.903550
  nChanged 47
		SP:Iteration 18Q (110182.830000 sec): 3 clusters
  Score: Raw -363559.496390 + Penalty 2666.962273 = -360892.534117
  nChanged 36
		SP:Iteration 19Q (110182.900000 sec): 3 clusters
  Score: Raw -363585.574610 + Penalty 2666.962273 = -360918.612337
  nChanged 34
		SP:Iteration 20F (110182.970000 sec): 3 clusters
  Score: Raw -363612.718412 + Penalty 2666.962273 = -360945.756139
  nChanged 26
		SP:Iteration 21Q (110183.040000 sec): 3 clusters
  Score: Raw -363631.337024 + Penalty 2666.962273 = -360964.374751
  nChanged 18
		SP:Iteration 22Q (110183.100000 sec): 3 clusters
  Score: Raw -363642.119032 + Penalty 2666.962273 = -360975.156759
  nChanged 14
		SP:Iteration 23Q (110183.170000 sec): 3 clusters
  Score: Raw -363650.127296 + Penalty 2666.962273 = -360983.165023
  nChanged 13
		SP:Iteration 24Q (110183.240000 sec): 3 clusters
  Score: Raw -363658.320375 + Penalty 2666.962273 = -360991.358102
  nChanged 7
		SP:Iteration 25Q (110183.310000 sec): 3 clusters
  Score: Raw -363661.659660 + Penalty 2666.962273 = -360994.697388
  nChanged 6
		SP:Iteration 26Q (110183.380000 sec): 3 clusters
  Score: Raw -363665.468657 + Penalty 2666.962273 = -360998.506384
  nChanged 3
		SP:Iteration 27Q (110183.450000 sec): 3 clusters
  Score: Raw -363667.580452 + Penalty 2666.962273 = -361000.618179
  nChanged 1
		SP:Iteration 28Q (110183.520000 sec): 3 clusters
  Score: Raw -363668.139231 + Penalty 2666.962273 = -361001.176959
  nChanged 1
		SP:Iteration 29Q (110183.580000 sec): 3 clusters
  Score: Raw -363669.239744 + Penalty 2666.962273 = -361002.277471
  nChanged 2
		SP:Iteration 30Q (110183.650000 sec): 3 clusters
  Score: Raw -363670.901661 + Penalty 2666.962273 = -361003.939388
  nChanged 2
		SP:Iteration 31Q (110183.720000 sec): 3 clusters
  Score: Raw -363674.613934 + Penalty 2666.962273 = -361007.651661
  nChanged 4
		SP:Iteration 32Q (110183.790000 sec): 3 clusters
  Score: Raw -363677.643203 + Penalty 2666.962273 = -361010.680930
  nChanged 3
		SP:Iteration 33Q (110183.860000 sec): 3 clusters
  Score: Raw -363679.166598 + Penalty 2666.962273 = -361012.204325
  nChanged 2
		SP:Iteration 34Q (110183.920000 sec): 3 clusters
  Score: Raw -363680.704880 + Penalty 2666.962273 = -361013.742607
  nChanged 2
		SP:Iteration 35Q (110183.990000 sec): 3 clusters
  Score: Raw -363681.202378 + Penalty 2666.962273 = -361014.240105
  nChanged 1
		SP:Iteration 36Q (110184.060000 sec): 3 clusters
  Score: Raw -363682.016049 + Penalty 2666.962273 = -361015.053777
  nChanged 3
		SP:Iteration 37Q (110184.130000 sec): 3 clusters
  Score: Raw -363682.794277 + Penalty 2666.962273 = -361015.832004
  nChanged 0
		SP:Iteration 38F (110184.200000 sec): 3 clusters
  Score: Raw -363682.794277 + Penalty 2666.962273 = -361015.832004
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110184.400000 sec): 2 clusters
  Score: Raw -1755018.476609 + Penalty 1576.741139 = -1753441.735470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110184.660000 sec): 3 clusters
  Score: Raw -1745289.441339 + Penalty 3153.482277 = -1742135.959062
  nChanged 7287
		SP:Iteration 1F (110184.860000 sec): 3 clusters
  Score: Raw -1749460.685396 + Penalty 3153.482277 = -1746307.203118
  nChanged 1137
		SP:Iteration 2F (110185.070000 sec): 3 clusters
  Score: Raw -1750108.449763 + Penalty 3153.482277 = -1746954.967485
  nChanged 1183
		SP:Iteration 3F (110185.330000 sec): 3 clusters
  Score: Raw -1750804.534053 + Penalty 3153.482277 = -1747651.051776
  nChanged 1170
		SP:Iteration 4F (110185.540000 sec): 3 clusters
  Score: Raw -1751495.318051 + Penalty 3153.482277 = -1748341.835774
  nChanged 1066
		SP:Iteration 5F (110185.730000 sec): 3 clusters
  Score: Raw -1752078.348337 + Penalty 3153.482277 = -1748924.866060
  nChanged 868
		SP:Iteration 6F (110185.930000 sec): 3 clusters
  Score: Raw -1752503.248497 + Penalty 3153.482277 = -1749349.766220
  nChanged 709
		SP:Iteration 7Q (110186.150000 sec): 3 clusters
  Score: Raw -1752804.860372 + Penalty 3153.482277 = -1749651.378095
  nChanged 519
		SP:Iteration 8Q (110186.430000 sec): 3 clusters
  Score: Raw -1752997.585159 + Penalty 3153.482277 = -1749844.102882
  nChanged 386
		SP:Iteration 9Q (110186.640000 sec): 3 clusters
  Score: Raw -1753139.823472 + Penalty 3153.482277 = -1749986.341195
  nChanged 373
		SP:Iteration 10Q (110186.870000 sec): 3 clusters
  Score: Raw -1753280.612546 + Penalty 3153.482277 = -1750127.130269
  nChanged 319
		SP:Iteration 11Q (110187.110000 sec): 3 clusters
  Score: Raw -1753396.526327 + Penalty 3153.482277 = -1750243.044050
  nChanged 293
		SP:Iteration 12Q (110187.320000 sec): 3 clusters
  Score: Raw -1753509.535577 + Penalty 3153.482277 = -1750356.053300
  nChanged 302
		SP:Iteration 13Q (110187.550000 sec): 3 clusters
  Score: Raw -1753634.442466 + Penalty 3153.482277 = -1750480.960189
  nChanged 306
		SP:Iteration 14Q (110187.820000 sec): 3 clusters
  Score: Raw -1753772.840010 + Penalty 3153.482277 = -1750619.357733
  nChanged 342
		SP:Iteration 15Q (110188.030000 sec): 3 clusters
  Score: Raw -1753954.346668 + Penalty 3153.482277 = -1750800.864391
  nChanged 342
		SP:Iteration 16Q (110188.250000 sec): 3 clusters
  Score: Raw -1754146.879969 + Penalty 3153.482277 = -1750993.397692
  nChanged 334
		SP:Iteration 17Q (110188.500000 sec): 3 clusters
  Score: Raw -1754342.360342 + Penalty 3153.482277 = -1751188.878065
  nChanged 302
		SP:Iteration 18Q (110188.700000 sec): 3 clusters
  Score: Raw -1754536.223568 + Penalty 3153.482277 = -1751382.741291
  nChanged 239
		SP:Iteration 19Q (110188.900000 sec): 3 clusters
  Score: Raw -1754678.054581 + Penalty 3153.482277 = -1751524.572304
  nChanged 198
		SP:Iteration 20F (110189.120000 sec): 3 clusters
  Score: Raw -1754810.932475 + Penalty 3153.482277 = -1751657.450198
  nChanged 163
		SP:Iteration 21Q (110189.390000 sec): 3 clusters
  Score: Raw -1754925.516189 + Penalty 3153.482277 = -1751772.033912
  nChanged 123
		SP:Iteration 22Q (110189.580000 sec): 3 clusters
  Score: Raw -1755007.693303 + Penalty 3153.482277 = -1751854.211026
  nChanged 89
		SP:Iteration 23Q (110189.780000 sec): 3 clusters
  Score: Raw -1755064.494520 + Penalty 3153.482277 = -1751911.012243
  nChanged 68
		SP:Iteration 24Q (110189.970000 sec): 3 clusters
  Score: Raw -1755112.067607 + Penalty 3153.482277 = -1751958.585329
  nChanged 46
		SP:Iteration 25Q (110190.240000 sec): 3 clusters
  Score: Raw -1755143.889456 + Penalty 3153.482277 = -1751990.407179
  nChanged 43
		SP:Iteration 26Q (110190.460000 sec): 3 clusters
  Score: Raw -1755176.370872 + Penalty 3153.482277 = -1752022.888595
  nChanged 34
		SP:Iteration 27Q (110190.650000 sec): 3 clusters
  Score: Raw -1755196.124787 + Penalty 3153.482277 = -1752042.642509
  nChanged 17
		SP:Iteration 28Q (110190.830000 sec): 3 clusters
  Score: Raw -1755209.173773 + Penalty 3153.482277 = -1752055.691495
  nChanged 14
		SP:Iteration 29Q (110191.010000 sec): 3 clusters
  Score: Raw -1755217.024043 + Penalty 3153.482277 = -1752063.541766
  nChanged 11
		SP:Iteration 30Q (110191.200000 sec): 3 clusters
  Score: Raw -1755225.289432 + Penalty 3153.482277 = -1752071.807154
  nChanged 9
		SP:Iteration 31Q (110191.380000 sec): 3 clusters
  Score: Raw -1755232.138729 + Penalty 3153.482277 = -1752078.656452
  nChanged 12
		SP:Iteration 32Q (110191.580000 sec): 3 clusters
  Score: Raw -1755244.894215 + Penalty 3153.482277 = -1752091.411938
  nChanged 16
		SP:Iteration 33Q (110191.840000 sec): 3 clusters
  Score: Raw -1755259.096881 + Penalty 3153.482277 = -1752105.614604
  nChanged 15
		SP:Iteration 34Q (110192.060000 sec): 3 clusters
  Score: Raw -1755272.102081 + Penalty 3153.482277 = -1752118.619803
  nChanged 19
		SP:Iteration 35Q (110192.240000 sec): 3 clusters
  Score: Raw -1755288.396435 + Penalty 3153.482277 = -1752134.914158
  nChanged 15
		SP:Iteration 36Q (110192.430000 sec): 3 clusters
  Score: Raw -1755299.320853 + Penalty 3153.482277 = -1752145.838576
  nChanged 6
		SP:Iteration 37Q (110192.610000 sec): 3 clusters
  Score: Raw -1755304.416439 + Penalty 3153.482277 = -1752150.934162
  nChanged 10
		SP:Iteration 38Q (110192.790000 sec): 3 clusters
  Score: Raw -1755312.701022 + Penalty 3153.482277 = -1752159.218745
  nChanged 11
		SP:Iteration 39Q (110192.980000 sec): 3 clusters
  Score: Raw -1755319.706314 + Penalty 3153.482277 = -1752166.224036
  nChanged 5
		SP:Iteration 40F (110193.170000 sec): 3 clusters
  Score: Raw -1755324.531341 + Penalty 3153.482277 = -1752171.049064
  nChanged 7
		SP:Iteration 41Q (110193.350000 sec): 3 clusters
  Score: Raw -1755328.228529 + Penalty 3153.482277 = -1752174.746251
  nChanged 1
		SP:Iteration 42Q (110193.540000 sec): 3 clusters
  Score: Raw -1755328.385635 + Penalty 3153.482277 = -1752174.903358
  nChanged 0
		SP:Iteration 43F (110193.740000 sec): 3 clusters
  Score: Raw -1755328.385635 + Penalty 3153.482277 = -1752174.903358
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110194.060000 sec): 2 clusters
  Score: Raw -4383464.641640 + Penalty 1726.001360 = -4381738.640279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110194.490000 sec): 3 clusters
  Score: Raw -4357548.301939 + Penalty 3452.002721 = -4354096.299218
  nChanged 19093
		SP:Iteration 1F (110194.910000 sec): 3 clusters
  Score: Raw -4368247.221016 + Penalty 3452.002721 = -4364795.218295
  nChanged 1653
		SP:Iteration 2Q (110195.400000 sec): 3 clusters
  Score: Raw -4368794.739315 + Penalty 3452.002721 = -4365342.736594
  nChanged 1817
		SP:Iteration 3Q (110195.840000 sec): 3 clusters
  Score: Raw -4369561.971298 + Penalty 3452.002721 = -4366109.968577
  nChanged 2295
		SP:Iteration 4F (110196.290000 sec): 3 clusters
  Score: Raw -4370839.088616 + Penalty 3452.002721 = -4367387.085895
  nChanged 2895
		SP:Iteration 5F (110196.710000 sec): 3 clusters
  Score: Raw -4372876.486231 + Penalty 3452.002721 = -4369424.483510
  nChanged 3481
		SP:Iteration 6F (110197.130000 sec): 3 clusters
  Score: Raw -4375962.678361 + Penalty 3452.002721 = -4372510.675640
  nChanged 3302
		SP:Iteration 7F (110197.590000 sec): 3 clusters
  Score: Raw -4379240.939327 + Penalty 3452.002721 = -4375788.936606
  nChanged 2302
		SP:Iteration 8F (110198.030000 sec): 3 clusters
  Score: Raw -4381640.712033 + Penalty 3452.002721 = -4378188.709312
  nChanged 1265
		SP:Iteration 9Q (110198.450000 sec): 3 clusters
  Score: Raw -4383018.668086 + Penalty 3452.002721 = -4379566.665365
  nChanged 695
		SP:Iteration 10Q (110198.850000 sec): 3 clusters
  Score: Raw -4383810.123130 + Penalty 3452.002721 = -4380358.120409
  nChanged 394
		SP:Iteration 11Q (110199.240000 sec): 3 clusters
  Score: Raw -4384245.033948 + Penalty 3452.002721 = -4380793.031227
  nChanged 299
		SP:Iteration 12Q (110199.630000 sec): 3 clusters
  Score: Raw -4384421.959315 + Penalty 3452.002721 = -4380969.956594
  nChanged 204
		SP:Iteration 13Q (110200.040000 sec): 3 clusters
  Score: Raw -4384502.685424 + Penalty 3452.002721 = -4381050.682703
  nChanged 132
		SP:Iteration 14Q (110200.450000 sec): 3 clusters
  Score: Raw -4384539.220429 + Penalty 3452.002721 = -4381087.217708
  nChanged 89
		SP:Iteration 15Q (110200.860000 sec): 3 clusters
  Score: Raw -4384564.194508 + Penalty 3452.002721 = -4381112.191787
  nChanged 80
		SP:Iteration 16Q (110201.270000 sec): 3 clusters
  Score: Raw -4384584.293262 + Penalty 3452.002721 = -4381132.290541
  nChanged 70
		SP:Iteration 17Q (110201.670000 sec): 3 clusters
  Score: Raw -4384599.901984 + Penalty 3452.002721 = -4381147.899263
  nChanged 57
		SP:Iteration 18Q (110202.090000 sec): 3 clusters
  Score: Raw -4384612.182811 + Penalty 3452.002721 = -4381160.180090
  nChanged 55
		SP:Iteration 19Q (110202.490000 sec): 3 clusters
  Score: Raw -4384623.473826 + Penalty 3452.002721 = -4381171.471105
  nChanged 50
		SP:Iteration 20F (110202.930000 sec): 3 clusters
  Score: Raw -4384633.541403 + Penalty 3452.002721 = -4381181.538682
  nChanged 50
		SP:Iteration 21Q (110203.320000 sec): 3 clusters
  Score: Raw -4384642.238282 + Penalty 3452.002721 = -4381190.235561
  nChanged 38
		SP:Iteration 22Q (110203.700000 sec): 3 clusters
  Score: Raw -4384648.813775 + Penalty 3452.002721 = -4381196.811054
  nChanged 32
		SP:Iteration 23Q (110204.110000 sec): 3 clusters
  Score: Raw -4384653.796904 + Penalty 3452.002721 = -4381201.794183
  nChanged 26
		SP:Iteration 24Q (110204.530000 sec): 3 clusters
  Score: Raw -4384657.164904 + Penalty 3452.002721 = -4381205.162183
  nChanged 27
		SP:Iteration 25Q (110204.920000 sec): 3 clusters
  Score: Raw -4384662.123611 + Penalty 3452.002721 = -4381210.120890
  nChanged 31
		SP:Iteration 26Q (110205.330000 sec): 3 clusters
  Score: Raw -4384667.826086 + Penalty 3452.002721 = -4381215.823365
  nChanged 31
		SP:Iteration 27Q (110205.740000 sec): 3 clusters
  Score: Raw -4384672.123924 + Penalty 3452.002721 = -4381220.121203
  nChanged 23
		SP:Iteration 28Q (110206.150000 sec): 3 clusters
  Score: Raw -4384674.378575 + Penalty 3452.002721 = -4381222.375854
  nChanged 16
		SP:Iteration 29Q (110206.540000 sec): 3 clusters
  Score: Raw -4384676.134925 + Penalty 3452.002721 = -4381224.132204
  nChanged 17
		SP:Iteration 30Q (110206.950000 sec): 3 clusters
  Score: Raw -4384677.926208 + Penalty 3452.002721 = -4381225.923487
  nChanged 18
		SP:Iteration 31Q (110207.360000 sec): 3 clusters
  Score: Raw -4384680.361751 + Penalty 3452.002721 = -4381228.359030
  nChanged 20
		SP:Iteration 32Q (110207.770000 sec): 3 clusters
  Score: Raw -4384684.033130 + Penalty 3452.002721 = -4381232.030409
  nChanged 30
		SP:Iteration 33Q (110208.180000 sec): 3 clusters
  Score: Raw -4384688.653238 + Penalty 3452.002721 = -4381236.650517
  nChanged 23
		SP:Iteration 34Q (110208.590000 sec): 3 clusters
  Score: Raw -4384691.724706 + Penalty 3452.002721 = -4381239.721985
  nChanged 20
		SP:Iteration 35Q (110208.970000 sec): 3 clusters
  Score: Raw -4384693.602590 + Penalty 3452.002721 = -4381241.599869
  nChanged 17
		SP:Iteration 36Q (110209.390000 sec): 3 clusters
  Score: Raw -4384695.066027 + Penalty 3452.002721 = -4381243.063306
  nChanged 11
		SP:Iteration 37Q (110209.800000 sec): 3 clusters
  Score: Raw -4384696.015809 + Penalty 3452.002721 = -4381244.013088
  nChanged 12
		SP:Iteration 38Q (110210.210000 sec): 3 clusters
  Score: Raw -4384697.146044 + Penalty 3452.002721 = -4381245.143323
  nChanged 16
		SP:Iteration 39Q (110210.620000 sec): 3 clusters
  Score: Raw -4384698.950619 + Penalty 3452.002721 = -4381246.947898
  nChanged 14
		SP:Iteration 40F (110211.040000 sec): 3 clusters
  Score: Raw -4384699.968151 + Penalty 3452.002721 = -4381247.965430
  nChanged 10
		SP:Iteration 41Q (110211.430000 sec): 3 clusters
  Score: Raw -4384700.755674 + Penalty 3452.002721 = -4381248.752953
  nChanged 6
		SP:Iteration 42Q (110211.810000 sec): 3 clusters
  Score: Raw -4384701.241731 + Penalty 3452.002721 = -4381249.239010
  nChanged 2
		SP:Iteration 43Q (110212.220000 sec): 3 clusters
  Score: Raw -4384701.362074 + Penalty 3452.002721 = -4381249.359353
  nChanged 2
		SP:Iteration 44Q (110212.630000 sec): 3 clusters
  Score: Raw -4384701.653082 + Penalty 3452.002721 = -4381249.650361
  nChanged 4
		SP:Iteration 45Q (110213.050000 sec): 3 clusters
  Score: Raw -4384701.968979 + Penalty 3452.002721 = -4381249.966258
  nChanged 5
		SP:Iteration 46Q (110213.430000 sec): 3 clusters
  Score: Raw -4384702.303026 + Penalty 3452.002721 = -4381250.300305
  nChanged 3
		SP:Iteration 47Q (110213.850000 sec): 3 clusters
  Score: Raw -4384702.466567 + Penalty 3452.002721 = -4381250.463846
  nChanged 0
		SP:Iteration 48F (110214.290000 sec): 3 clusters
  Score: Raw -4384702.466567 + Penalty 3452.002721 = -4381250.463846
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110214.330000 sec): 2 clusters
  Score: Raw -86556.239674 + Penalty 1126.997697 = -85429.241977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110214.350000 sec): 3 clusters
  Score: Raw -86239.475811 + Penalty 2253.995395 = -83985.480416
  nChanged 331
		SP:Iteration 1F (110214.380000 sec): 3 clusters
  Score: Raw -86573.731119 + Penalty 2253.995395 = -84319.735724
  nChanged 99
		SP:Iteration 2F (110214.410000 sec): 3 clusters
  Score: Raw -86748.465404 + Penalty 2253.995395 = -84494.470009
  nChanged 63
		SP:Iteration 3F (110214.430000 sec): 3 clusters
  Score: Raw -86857.978313 + Penalty 2253.995395 = -84603.982918
  nChanged 52
		SP:Iteration 4F (110214.450000 sec): 3 clusters
  Score: Raw -86961.744843 + Penalty 2253.995395 = -84707.749448
  nChanged 38
		SP:Iteration 5Q (110214.470000 sec): 3 clusters
  Score: Raw -87002.184653 + Penalty 2253.995395 = -84748.189258
  nChanged 19
		SP:Iteration 6Q (110214.490000 sec): 3 clusters
  Score: Raw -87037.460991 + Penalty 2253.995395 = -84783.465596
  nChanged 24
		SP:Iteration 7Q (110214.510000 sec): 3 clusters
  Score: Raw -87130.918744 + Penalty 2253.995395 = -84876.923350
  nChanged 33
		SP:Iteration 8Q (110214.530000 sec): 3 clusters
  Score: Raw -87216.148498 + Penalty 2253.995395 = -84962.153103
  nChanged 22
		SP:Iteration 9Q (110214.550000 sec): 3 clusters
  Score: Raw -87253.011081 + Penalty 2253.995395 = -84999.015686
  nChanged 20
		SP:Iteration 10Q (110214.570000 sec): 3 clusters
  Score: Raw -87279.575149 + Penalty 2253.995395 = -85025.579754
  nChanged 9
		SP:Iteration 11Q (110214.590000 sec): 3 clusters
  Score: Raw -87289.332226 + Penalty 2253.995395 = -85035.336831
  nChanged 5
		SP:Iteration 12Q (110214.610000 sec): 3 clusters
  Score: Raw -87294.242537 + Penalty 2253.995395 = -85040.247142
  nChanged 5
		SP:Iteration 13Q (110214.630000 sec): 3 clusters
  Score: Raw -87299.431297 + Penalty 2253.995395 = -85045.435902
  nChanged 4
		SP:Iteration 14Q (110214.650000 sec): 3 clusters
  Score: Raw -87302.304634 + Penalty 2253.995395 = -85048.309239
  nChanged 2
		SP:Iteration 15Q (110214.670000 sec): 3 clusters
  Score: Raw -87306.609613 + Penalty 2253.995395 = -85052.614218
  nChanged 5
		SP:Iteration 16Q (110214.690000 sec): 3 clusters
  Score: Raw -87312.908250 + Penalty 2253.995395 = -85058.912855
  nChanged 4
		SP:Iteration 17Q (110214.710000 sec): 3 clusters
  Score: Raw -87315.911573 + Penalty 2253.995395 = -85061.916178
  nChanged 4
		SP:Iteration 18Q (110214.730000 sec): 3 clusters
  Score: Raw -87319.895205 + Penalty 2253.995395 = -85065.899810
  nChanged 0
		SP:Iteration 19F (110214.750000 sec): 3 clusters
  Score: Raw -87319.895205 + Penalty 2253.995395 = -85065.899810
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110214.810000 sec): 2 clusters
  Score: Raw -55079.498069 + Penalty 1027.999289 = -54051.498780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110214.820000 sec): 3 clusters
  Score: Raw -55013.734402 + Penalty 2055.998579 = -52957.735823
  nChanged 123
		SP:Iteration 1F (110214.830000 sec): 3 clusters
  Score: Raw -55162.225339 + Penalty 2055.998579 = -53106.226760
  nChanged 29
		SP:Iteration 2F (110214.840000 sec): 3 clusters
  Score: Raw -55200.996458 + Penalty 2055.998579 = -53144.997879
  nChanged 7
		SP:Iteration 3Q (110214.850000 sec): 3 clusters
  Score: Raw -55207.382976 + Penalty 2055.998579 = -53151.384397
  nChanged 4
		SP:Iteration 4Q (110214.870000 sec): 3 clusters
  Score: Raw -55216.396990 + Penalty 2055.998579 = -53160.398411
  nChanged 4
		SP:Iteration 5Q (110214.880000 sec): 3 clusters
  Score: Raw -55221.664389 + Penalty 2055.998579 = -53165.665810
  nChanged 5
		SP:Iteration 6Q (110214.890000 sec): 3 clusters
  Score: Raw -55225.203910 + Penalty 2055.998579 = -53169.205332
  nChanged 4
		SP:Iteration 7Q (110214.900000 sec): 3 clusters
  Score: Raw -55230.621751 + Penalty 2055.998579 = -53174.623172
  nChanged 4
		SP:Iteration 8Q (110214.910000 sec): 3 clusters
  Score: Raw -55237.629935 + Penalty 2055.998579 = -53181.631357
  nChanged 4
		SP:Iteration 9Q (110214.930000 sec): 3 clusters
  Score: Raw -55239.883907 + Penalty 2055.998579 = -53183.885328
  nChanged 2
		SP:Iteration 10Q (110214.940000 sec): 3 clusters
  Score: Raw -55242.253468 + Penalty 2055.998579 = -53186.254889
  nChanged 3
		SP:Iteration 11Q (110214.950000 sec): 3 clusters
  Score: Raw -55244.835735 + Penalty 2055.998579 = -53188.837157
  nChanged 2
		SP:Iteration 12Q (110214.960000 sec): 3 clusters
  Score: Raw -55247.243714 + Penalty 2055.998579 = -53191.245135
  nChanged 3
		SP:Iteration 13Q (110214.970000 sec): 3 clusters
  Score: Raw -55248.879321 + Penalty 2055.998579 = -53192.880742
  nChanged 2
		SP:Iteration 14Q (110214.990000 sec): 3 clusters
  Score: Raw -55251.670946 + Penalty 2055.998579 = -53195.672367
  nChanged 4
		SP:Iteration 15Q (110215.000000 sec): 3 clusters
  Score: Raw -55254.698847 + Penalty 2055.998579 = -53198.700268
  nChanged 5
		SP:Iteration 16Q (110215.010000 sec): 3 clusters
  Score: Raw -55259.650014 + Penalty 2055.998579 = -53203.651435
  nChanged 4
		SP:Iteration 17Q (110215.020000 sec): 3 clusters
  Score: Raw -55262.976360 + Penalty 2055.998579 = -53206.977781
  nChanged 5
		SP:Iteration 18Q (110215.030000 sec): 3 clusters
  Score: Raw -55270.124048 + Penalty 2055.998579 = -53214.125470
  nChanged 5
		SP:Iteration 19Q (110215.040000 sec): 3 clusters
  Score: Raw -55275.067166 + Penalty 2055.998579 = -53219.068587
  nChanged 5
		SP:Iteration 20F (110215.050000 sec): 3 clusters
  Score: Raw -55279.720744 + Penalty 2055.998579 = -53223.722165
  nChanged 5
		SP:Iteration 21Q (110215.070000 sec): 3 clusters
  Score: Raw -55282.348524 + Penalty 2055.998579 = -53226.349945
  nChanged 1
		SP:Iteration 22Q (110215.080000 sec): 3 clusters
  Score: Raw -55282.914513 + Penalty 2055.998579 = -53226.915934
  nChanged 1
		SP:Iteration 23Q (110215.090000 sec): 3 clusters
  Score: Raw -55283.800290 + Penalty 2055.998579 = -53227.801711
  nChanged 1
		SP:Iteration 24Q (110215.100000 sec): 3 clusters
  Score: Raw -55285.194881 + Penalty 2055.998579 = -53229.196303
  nChanged 0
		SP:Iteration 25F (110215.110000 sec): 3 clusters
  Score: Raw -55285.194881 + Penalty 2055.998579 = -53229.196303
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110215.190000 sec): 2 clusters
  Score: Raw -313915.391897 + Penalty 1312.988263 = -312602.403635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110215.250000 sec): 3 clusters
  Score: Raw -312295.228694 + Penalty 2625.976525 = -309669.252169
  nChanged 1257
		SP:Iteration 1F (110215.310000 sec): 3 clusters
  Score: Raw -313086.368200 + Penalty 2625.976525 = -310460.391674
  nChanged 299
		SP:Iteration 2F (110215.380000 sec): 3 clusters
  Score: Raw -313299.974643 + Penalty 2625.976525 = -310673.998118
  nChanged 186
		SP:Iteration 3F (110215.440000 sec): 3 clusters
  Score: Raw -313415.568139 + Penalty 2625.976525 = -310789.591614
  nChanged 134
		SP:Iteration 4Q (110215.500000 sec): 3 clusters
  Score: Raw -313498.828995 + Penalty 2625.976525 = -310872.852470
  nChanged 117
		SP:Iteration 5Q (110215.560000 sec): 3 clusters
  Score: Raw -313562.103732 + Penalty 2625.976525 = -310936.127206
  nChanged 93
		SP:Iteration 6Q (110215.630000 sec): 3 clusters
  Score: Raw -313605.979871 + Penalty 2625.976525 = -310980.003346
  nChanged 81
		SP:Iteration 7Q (110215.690000 sec): 3 clusters
  Score: Raw -313647.374450 + Penalty 2625.976525 = -311021.397925
  nChanged 77
		SP:Iteration 8Q (110215.750000 sec): 3 clusters
  Score: Raw -313691.367868 + Penalty 2625.976525 = -311065.391342
  nChanged 63
		SP:Iteration 9Q (110215.810000 sec): 3 clusters
  Score: Raw -313726.270794 + Penalty 2625.976525 = -311100.294269
  nChanged 48
		SP:Iteration 10Q (110215.870000 sec): 3 clusters
  Score: Raw -313750.754274 + Penalty 2625.976525 = -311124.777749
  nChanged 54
		SP:Iteration 11Q (110215.940000 sec): 3 clusters
  Score: Raw -313779.699744 + Penalty 2625.976525 = -311153.723218
  nChanged 55
		SP:Iteration 12Q (110216.000000 sec): 3 clusters
  Score: Raw -313800.682046 + Penalty 2625.976525 = -311174.705521
  nChanged 41
		SP:Iteration 13Q (110216.060000 sec): 3 clusters
  Score: Raw -313818.222057 + Penalty 2625.976525 = -311192.245531
  nChanged 36
		SP:Iteration 14Q (110216.120000 sec): 3 clusters
  Score: Raw -313834.074556 + Penalty 2625.976525 = -311208.098030
  nChanged 36
		SP:Iteration 15Q (110216.190000 sec): 3 clusters
  Score: Raw -313850.042251 + Penalty 2625.976525 = -311224.065725
  nChanged 32
		SP:Iteration 16Q (110216.250000 sec): 3 clusters
  Score: Raw -313866.431355 + Penalty 2625.976525 = -311240.454829
  nChanged 28
		SP:Iteration 17Q (110216.310000 sec): 3 clusters
  Score: Raw -313879.090528 + Penalty 2625.976525 = -311253.114003
  nChanged 27
		SP:Iteration 18Q (110216.370000 sec): 3 clusters
  Score: Raw -313890.003319 + Penalty 2625.976525 = -311264.026794
  nChanged 19
		SP:Iteration 19Q (110216.430000 sec): 3 clusters
  Score: Raw -313896.218875 + Penalty 2625.976525 = -311270.242349
  nChanged 19
		SP:Iteration 20F (110216.490000 sec): 3 clusters
  Score: Raw -313903.543210 + Penalty 2625.976525 = -311277.566684
  nChanged 16
		SP:Iteration 21Q (110216.560000 sec): 3 clusters
  Score: Raw -313908.847752 + Penalty 2625.976525 = -311282.871226
  nChanged 15
		SP:Iteration 22Q (110216.620000 sec): 3 clusters
  Score: Raw -313914.121162 + Penalty 2625.976525 = -311288.144636
  nChanged 13
		SP:Iteration 23Q (110216.680000 sec): 3 clusters
  Score: Raw -313919.803250 + Penalty 2625.976525 = -311293.826725
  nChanged 21
		SP:Iteration 24Q (110216.740000 sec): 3 clusters
  Score: Raw -313926.883048 + Penalty 2625.976525 = -311300.906523
  nChanged 17
		SP:Iteration 25Q (110216.810000 sec): 3 clusters
  Score: Raw -313934.972337 + Penalty 2625.976525 = -311308.995811
  nChanged 21
		SP:Iteration 26Q (110216.870000 sec): 3 clusters
  Score: Raw -313941.361728 + Penalty 2625.976525 = -311315.385202
  nChanged 10
		SP:Iteration 27Q (110216.930000 sec): 3 clusters
  Score: Raw -313945.526882 + Penalty 2625.976525 = -311319.550357
  nChanged 15
		SP:Iteration 28Q (110216.990000 sec): 3 clusters
  Score: Raw -313951.075772 + Penalty 2625.976525 = -311325.099246
  nChanged 7
		SP:Iteration 29Q (110217.050000 sec): 3 clusters
  Score: Raw -313953.475101 + Penalty 2625.976525 = -311327.498575
  nChanged 8
		SP:Iteration 30Q (110217.120000 sec): 3 clusters
  Score: Raw -313955.785577 + Penalty 2625.976525 = -311329.809052
  nChanged 6
		SP:Iteration 31Q (110217.180000 sec): 3 clusters
  Score: Raw -313957.989877 + Penalty 2625.976525 = -311332.013351
  nChanged 4
		SP:Iteration 32Q (110217.240000 sec): 3 clusters
  Score: Raw -313959.310824 + Penalty 2625.976525 = -311333.334299
  nChanged 2
		SP:Iteration 33Q (110217.300000 sec): 3 clusters
  Score: Raw -313959.849195 + Penalty 2625.976525 = -311333.872669
  nChanged 3
		SP:Iteration 34Q (110217.370000 sec): 3 clusters
  Score: Raw -313960.834721 + Penalty 2625.976525 = -311334.858195
  nChanged 6
		SP:Iteration 35Q (110217.430000 sec): 3 clusters
  Score: Raw -313963.206407 + Penalty 2625.976525 = -311337.229882
  nChanged 7
		SP:Iteration 36Q (110217.490000 sec): 3 clusters
  Score: Raw -313965.802376 + Penalty 2625.976525 = -311339.825851
  nChanged 9
		SP:Iteration 37Q (110217.550000 sec): 3 clusters
  Score: Raw -313969.165689 + Penalty 2625.976525 = -311343.189163
  nChanged 8
		SP:Iteration 38Q (110217.610000 sec): 3 clusters
  Score: Raw -313973.079665 + Penalty 2625.976525 = -311347.103139
  nChanged 8
		SP:Iteration 39Q (110217.670000 sec): 3 clusters
  Score: Raw -313975.863292 + Penalty 2625.976525 = -311349.886767
  nChanged 8
		SP:Iteration 40F (110217.740000 sec): 3 clusters
  Score: Raw -313978.780399 + Penalty 2625.976525 = -311352.803874
  nChanged 5
		SP:Iteration 41Q (110217.800000 sec): 3 clusters
  Score: Raw -313981.663633 + Penalty 2625.976525 = -311355.687107
  nChanged 8
		SP:Iteration 42Q (110217.860000 sec): 3 clusters
  Score: Raw -313985.089363 + Penalty 2625.976525 = -311359.112837
  nChanged 11
		SP:Iteration 43Q (110217.920000 sec): 3 clusters
  Score: Raw -313990.506811 + Penalty 2625.976525 = -311364.530285
  nChanged 9
		SP:Iteration 44Q (110217.990000 sec): 3 clusters
  Score: Raw -313995.436973 + Penalty 2625.976525 = -311369.460447
  nChanged 5
		SP:Iteration 45Q (110218.050000 sec): 3 clusters
  Score: Raw -313996.990117 + Penalty 2625.976525 = -311371.013591
  nChanged 4
		SP:Iteration 46Q (110218.110000 sec): 3 clusters
  Score: Raw -313998.087794 + Penalty 2625.976525 = -311372.111269
  nChanged 2
		SP:Iteration 47Q (110218.170000 sec): 3 clusters
  Score: Raw -313998.271947 + Penalty 2625.976525 = -311372.295421
  nChanged 1
		SP:Iteration 48Q (110218.230000 sec): 3 clusters
  Score: Raw -313998.550860 + Penalty 2625.976525 = -311372.574334
  nChanged 3
		SP:Iteration 49Q (110218.290000 sec): 3 clusters
  Score: Raw -313998.985595 + Penalty 2625.976525 = -311373.009069
  nChanged 2
		SP:Iteration 50Q (110218.360000 sec): 3 clusters
  Score: Raw -313999.241917 + Penalty 2625.976525 = -311373.265392
  nChanged 0
		SP:Iteration 51F (110218.420000 sec): 3 clusters
  Score: Raw -313999.241917 + Penalty 2625.976525 = -311373.265392
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110218.480000 sec): 2 clusters
  Score: Raw -149259.644995 + Penalty 1211.673865 = -148047.971130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110218.510000 sec): 3 clusters
  Score: Raw -148574.587195 + Penalty 2423.347730 = -146151.239465
  nChanged 611
		SP:Iteration 1F (110218.550000 sec): 3 clusters
  Score: Raw -149150.754384 + Penalty 2423.347730 = -146727.406654
  nChanged 184
		SP:Iteration 2F (110218.580000 sec): 3 clusters
  Score: Raw -149330.456333 + Penalty 2423.347730 = -146907.108603
  nChanged 114
		SP:Iteration 3F (110218.610000 sec): 3 clusters
  Score: Raw -149443.721381 + Penalty 2423.347730 = -147020.373651
  nChanged 89
		SP:Iteration 4F (110218.650000 sec): 3 clusters
  Score: Raw -149556.884195 + Penalty 2423.347730 = -147133.536465
  nChanged 85
		SP:Iteration 5Q (110218.680000 sec): 3 clusters
  Score: Raw -149703.217699 + Penalty 2423.347730 = -147279.869968
  nChanged 80
		SP:Iteration 6Q (110218.710000 sec): 3 clusters
  Score: Raw -149830.162688 + Penalty 2423.347730 = -147406.814958
  nChanged 70
		SP:Iteration 7Q (110218.750000 sec): 3 clusters
  Score: Raw -149921.690246 + Penalty 2423.347730 = -147498.342516
  nChanged 53
		SP:Iteration 8Q (110218.780000 sec): 3 clusters
  Score: Raw -149976.706519 + Penalty 2423.347730 = -147553.358789
  nChanged 25
		SP:Iteration 9Q (110218.810000 sec): 3 clusters
  Score: Raw -149999.569007 + Penalty 2423.347730 = -147576.221276
  nChanged 13
		SP:Iteration 10Q (110218.850000 sec): 3 clusters
  Score: Raw -150010.724516 + Penalty 2423.347730 = -147587.376786
  nChanged 9
		SP:Iteration 11Q (110218.880000 sec): 3 clusters
  Score: Raw -150016.837862 + Penalty 2423.347730 = -147593.490132
  nChanged 6
		SP:Iteration 12Q (110218.910000 sec): 3 clusters
  Score: Raw -150020.514166 + Penalty 2423.347730 = -147597.166436
  nChanged 8
		SP:Iteration 13Q (110218.950000 sec): 3 clusters
  Score: Raw -150025.073887 + Penalty 2423.347730 = -147601.726157
  nChanged 4
		SP:Iteration 14Q (110218.980000 sec): 3 clusters
  Score: Raw -150026.856108 + Penalty 2423.347730 = -147603.508378
  nChanged 3
		SP:Iteration 15Q (110219.010000 sec): 3 clusters
  Score: Raw -150028.211367 + Penalty 2423.347730 = -147604.863637
  nChanged 1
		SP:Iteration 16Q (110219.040000 sec): 3 clusters
  Score: Raw -150028.675919 + Penalty 2423.347730 = -147605.328189
  nChanged 1
		SP:Iteration 17Q (110219.080000 sec): 3 clusters
  Score: Raw -150029.200971 + Penalty 2423.347730 = -147605.853241
  nChanged 1
		SP:Iteration 18Q (110219.110000 sec): 3 clusters
  Score: Raw -150029.631880 + Penalty 2423.347730 = -147606.284150
  nChanged 2
		SP:Iteration 19Q (110219.140000 sec): 3 clusters
  Score: Raw -150030.560420 + Penalty 2423.347730 = -147607.212690
  nChanged 3
		SP:Iteration 20F (110219.170000 sec): 3 clusters
  Score: Raw -150035.878254 + Penalty 2423.347730 = -147612.530523
  nChanged 4
		SP:Iteration 21Q (110219.210000 sec): 3 clusters
  Score: Raw -150050.992498 + Penalty 2423.347730 = -147627.644767
  nChanged 7
		SP:Iteration 22Q (110219.240000 sec): 3 clusters
  Score: Raw -150057.116915 + Penalty 2423.347730 = -147633.769184
  nChanged 8
		SP:Iteration 23Q (110219.270000 sec): 3 clusters
  Score: Raw -150061.700147 + Penalty 2423.347730 = -147638.352417
  nChanged 7
		SP:Iteration 24Q (110219.310000 sec): 3 clusters
  Score: Raw -150063.754948 + Penalty 2423.347730 = -147640.407217
  nChanged 4
		SP:Iteration 25Q (110219.340000 sec): 3 clusters
  Score: Raw -150065.716412 + Penalty 2423.347730 = -147642.368682
  nChanged 2
		SP:Iteration 26Q (110219.370000 sec): 3 clusters
  Score: Raw -150066.286331 + Penalty 2423.347730 = -147642.938601
  nChanged 1
		SP:Iteration 27Q (110219.410000 sec): 3 clusters
  Score: Raw -150069.537852 + Penalty 2423.347730 = -147646.190122
  nChanged 2
		SP:Iteration 28Q (110219.440000 sec): 3 clusters
  Score: Raw -150070.804149 + Penalty 2423.347730 = -147647.456419
  nChanged 0
		SP:Iteration 29F (110219.470000 sec): 3 clusters
  Score: Raw -150070.804149 + Penalty 2423.347730 = -147647.456419
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110219.540000 sec): 2 clusters
  Score: Raw -227759.582988 + Penalty 1271.861841 = -226487.721147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110219.590000 sec): 3 clusters
  Score: Raw -226674.737770 + Penalty 2543.723682 = -224131.014089
  nChanged 928
		SP:Iteration 1F (110219.640000 sec): 3 clusters
  Score: Raw -227341.632099 + Penalty 2543.723682 = -224797.908417
  nChanged 209
		SP:Iteration 2F (110219.690000 sec): 3 clusters
  Score: Raw -227504.155475 + Penalty 2543.723682 = -224960.431793
  nChanged 139
		SP:Iteration 3F (110219.740000 sec): 3 clusters
  Score: Raw -227616.718285 + Penalty 2543.723682 = -225072.994603
  nChanged 104
		SP:Iteration 4Q (110219.790000 sec): 3 clusters
  Score: Raw -227696.241934 + Penalty 2543.723682 = -225152.518252
  nChanged 92
		SP:Iteration 5Q (110219.840000 sec): 3 clusters
  Score: Raw -227761.265131 + Penalty 2543.723682 = -225217.541449
  nChanged 88
		SP:Iteration 6Q (110219.890000 sec): 3 clusters
  Score: Raw -227812.085960 + Penalty 2543.723682 = -225268.362278
  nChanged 62
		SP:Iteration 7Q (110219.940000 sec): 3 clusters
  Score: Raw -227839.512146 + Penalty 2543.723682 = -225295.788464
  nChanged 43
		SP:Iteration 8Q (110219.990000 sec): 3 clusters
  Score: Raw -227858.130075 + Penalty 2543.723682 = -225314.406393
  nChanged 33
		SP:Iteration 9Q (110220.040000 sec): 3 clusters
  Score: Raw -227871.128485 + Penalty 2543.723682 = -225327.404803
  nChanged 21
		SP:Iteration 10Q (110220.090000 sec): 3 clusters
  Score: Raw -227881.194341 + Penalty 2543.723682 = -225337.470659
  nChanged 21
		SP:Iteration 11Q (110220.140000 sec): 3 clusters
  Score: Raw -227890.435223 + Penalty 2543.723682 = -225346.711541
  nChanged 23
		SP:Iteration 12Q (110220.190000 sec): 3 clusters
  Score: Raw -227898.195822 + Penalty 2543.723682 = -225354.472140
  nChanged 20
		SP:Iteration 13Q (110220.240000 sec): 3 clusters
  Score: Raw -227904.748911 + Penalty 2543.723682 = -225361.025229
  nChanged 16
		SP:Iteration 14Q (110220.290000 sec): 3 clusters
  Score: Raw -227908.516870 + Penalty 2543.723682 = -225364.793188
  nChanged 9
		SP:Iteration 15Q (110220.340000 sec): 3 clusters
  Score: Raw -227913.110596 + Penalty 2543.723682 = -225369.386914
  nChanged 13
		SP:Iteration 16Q (110220.390000 sec): 3 clusters
  Score: Raw -227919.635047 + Penalty 2543.723682 = -225375.911365
  nChanged 10
		SP:Iteration 17Q (110220.440000 sec): 3 clusters
  Score: Raw -227924.430011 + Penalty 2543.723682 = -225380.706329
  nChanged 6
		SP:Iteration 18Q (110220.490000 sec): 3 clusters
  Score: Raw -227926.447426 + Penalty 2543.723682 = -225382.723744
  nChanged 8
		SP:Iteration 19Q (110220.540000 sec): 3 clusters
  Score: Raw -227930.065167 + Penalty 2543.723682 = -225386.341485
  nChanged 8
		SP:Iteration 20F (110220.590000 sec): 3 clusters
  Score: Raw -227932.933081 + Penalty 2543.723682 = -225389.209399
  nChanged 8
		SP:Iteration 21Q (110220.640000 sec): 3 clusters
  Score: Raw -227935.353884 + Penalty 2543.723682 = -225391.630202
  nChanged 5
		SP:Iteration 22Q (110220.690000 sec): 3 clusters
  Score: Raw -227938.161952 + Penalty 2543.723682 = -225394.438270
  nChanged 8
		SP:Iteration 23Q (110220.740000 sec): 3 clusters
  Score: Raw -227941.107458 + Penalty 2543.723682 = -225397.383777
  nChanged 4
		SP:Iteration 24Q (110220.790000 sec): 3 clusters
  Score: Raw -227942.394545 + Penalty 2543.723682 = -225398.670863
  nChanged 4
		SP:Iteration 25Q (110220.840000 sec): 3 clusters
  Score: Raw -227943.836707 + Penalty 2543.723682 = -225400.113025
  nChanged 2
		SP:Iteration 26Q (110220.890000 sec): 3 clusters
  Score: Raw -227944.575378 + Penalty 2543.723682 = -225400.851697
  nChanged 1
		SP:Iteration 27Q (110220.940000 sec): 3 clusters
  Score: Raw -227945.879051 + Penalty 2543.723682 = -225402.155370
  nChanged 3
		SP:Iteration 28Q (110220.990000 sec): 3 clusters
  Score: Raw -227946.789994 + Penalty 2543.723682 = -225403.066312
  nChanged 3
		SP:Iteration 29Q (110221.040000 sec): 3 clusters
  Score: Raw -227947.636621 + Penalty 2543.723682 = -225403.912939
  nChanged 1
		SP:Iteration 30Q (110221.090000 sec): 3 clusters
  Score: Raw -227947.946867 + Penalty 2543.723682 = -225404.223186
  nChanged 2
		SP:Iteration 31Q (110221.140000 sec): 3 clusters
  Score: Raw -227948.184654 + Penalty 2543.723682 = -225404.460973
  nChanged 2
		SP:Iteration 32Q (110221.190000 sec): 3 clusters
  Score: Raw -227948.395985 + Penalty 2543.723682 = -225404.672303
  nChanged 1
		SP:Iteration 33Q (110221.240000 sec): 3 clusters
  Score: Raw -227948.747199 + Penalty 2543.723682 = -225405.023517
  nChanged 3
		SP:Iteration 34Q (110221.290000 sec): 3 clusters
  Score: Raw -227949.539044 + Penalty 2543.723682 = -225405.815362
  nChanged 3
		SP:Iteration 35Q (110221.340000 sec): 3 clusters
  Score: Raw -227950.585915 + Penalty 2543.723682 = -225406.862233
  nChanged 5
		SP:Iteration 36Q (110221.390000 sec): 3 clusters
  Score: Raw -227951.458552 + Penalty 2543.723682 = -225407.734870
  nChanged 2
		SP:Iteration 37Q (110221.440000 sec): 3 clusters
  Score: Raw -227952.789495 + Penalty 2543.723682 = -225409.065813
  nChanged 4
		SP:Iteration 38Q (110221.490000 sec): 3 clusters
  Score: Raw -227954.058695 + Penalty 2543.723682 = -225410.335013
  nChanged 2
		SP:Iteration 39Q (110221.540000 sec): 3 clusters
  Score: Raw -227955.115107 + Penalty 2543.723682 = -225411.391425
  nChanged 4
		SP:Iteration 40F (110221.590000 sec): 3 clusters
  Score: Raw -227956.611800 + Penalty 2543.723682 = -225412.888118
  nChanged 5
		SP:Iteration 41Q (110221.640000 sec): 3 clusters
  Score: Raw -227957.738770 + Penalty 2543.723682 = -225414.015088
  nChanged 3
		SP:Iteration 42Q (110221.690000 sec): 3 clusters
  Score: Raw -227958.261266 + Penalty 2543.723682 = -225414.537584
  nChanged 3
		SP:Iteration 43Q (110221.740000 sec): 3 clusters
  Score: Raw -227958.910301 + Penalty 2543.723682 = -225415.186619
  nChanged 2
		SP:Iteration 44Q (110221.790000 sec): 3 clusters
  Score: Raw -227959.374444 + Penalty 2543.723682 = -225415.650762
  nChanged 3
		SP:Iteration 45Q (110221.840000 sec): 3 clusters
  Score: Raw -227960.945683 + Penalty 2543.723682 = -225417.222001
  nChanged 3
		SP:Iteration 46Q (110221.890000 sec): 3 clusters
  Score: Raw -227962.333329 + Penalty 2543.723682 = -225418.609647
  nChanged 4
		SP:Iteration 47Q (110221.940000 sec): 3 clusters
  Score: Raw -227964.036816 + Penalty 2543.723682 = -225420.313134
  nChanged 9
		SP:Iteration 48Q (110221.990000 sec): 3 clusters
  Score: Raw -227966.308219 + Penalty 2543.723682 = -225422.584537
  nChanged 5
		SP:Iteration 49Q (110222.040000 sec): 3 clusters
  Score: Raw -227968.160064 + Penalty 2543.723682 = -225424.436382
  nChanged 5
		SP:Iteration 50Q (110222.090000 sec): 3 clusters
  Score: Raw -227969.552033 + Penalty 2543.723682 = -225425.828351
  nChanged 7
		SP:Iteration 51Q (110222.140000 sec): 3 clusters
  Score: Raw -227971.598869 + Penalty 2543.723682 = -225427.875187
  nChanged 7
		SP:Iteration 52Q (110222.190000 sec): 3 clusters
  Score: Raw -227973.873948 + Penalty 2543.723682 = -225430.150266
  nChanged 8
		SP:Iteration 53Q (110222.240000 sec): 3 clusters
  Score: Raw -227977.775098 + Penalty 2543.723682 = -225434.051416
  nChanged 10
		SP:Iteration 54Q (110222.290000 sec): 3 clusters
  Score: Raw -227981.991565 + Penalty 2543.723682 = -225438.267883
  nChanged 8
		SP:Iteration 55Q (110222.340000 sec): 3 clusters
  Score: Raw -227985.359392 + Penalty 2543.723682 = -225441.635710
  nChanged 8
		SP:Iteration 56Q (110222.390000 sec): 3 clusters
  Score: Raw -227987.405252 + Penalty 2543.723682 = -225443.681570
  nChanged 6
		SP:Iteration 57Q (110222.440000 sec): 3 clusters
  Score: Raw -227989.081178 + Penalty 2543.723682 = -225445.357496
  nChanged 5
		SP:Iteration 58Q (110222.490000 sec): 3 clusters
  Score: Raw -227990.938525 + Penalty 2543.723682 = -225447.214843
  nChanged 5
		SP:Iteration 59Q (110222.540000 sec): 3 clusters
  Score: Raw -227992.140589 + Penalty 2543.723682 = -225448.416907
  nChanged 2
		SP:Iteration 60F (110222.590000 sec): 3 clusters
  Score: Raw -227992.742419 + Penalty 2543.723682 = -225449.018737
  nChanged 7
		SP:Iteration 61Q (110222.640000 sec): 3 clusters
  Score: Raw -227994.786505 + Penalty 2543.723682 = -225451.062823
  nChanged 7
		SP:Iteration 62Q (110222.690000 sec): 3 clusters
  Score: Raw -227997.847436 + Penalty 2543.723682 = -225454.123754
  nChanged 8
		SP:Iteration 63Q (110222.740000 sec): 3 clusters
  Score: Raw -228002.889602 + Penalty 2543.723682 = -225459.165920
  nChanged 10
		SP:Iteration 64Q (110222.790000 sec): 3 clusters
  Score: Raw -228007.861208 + Penalty 2543.723682 = -225464.137526
  nChanged 14
		SP:Iteration 65Q (110222.840000 sec): 3 clusters
  Score: Raw -228016.810462 + Penalty 2543.723682 = -225473.086780
  nChanged 20
		SP:Iteration 66Q (110222.890000 sec): 3 clusters
  Score: Raw -228026.923105 + Penalty 2543.723682 = -225483.199423
  nChanged 30
		SP:Iteration 67Q (110222.940000 sec): 3 clusters
  Score: Raw -228040.884822 + Penalty 2543.723682 = -225497.161140
  nChanged 23
		SP:Iteration 68Q (110222.990000 sec): 3 clusters
  Score: Raw -228049.742087 + Penalty 2543.723682 = -225506.018405
  nChanged 17
		SP:Iteration 69Q (110223.040000 sec): 3 clusters
  Score: Raw -228057.531769 + Penalty 2543.723682 = -225513.808087
  nChanged 21
		SP:Iteration 70Q (110223.090000 sec): 3 clusters
  Score: Raw -228066.119280 + Penalty 2543.723682 = -225522.395598
  nChanged 24
		SP:Iteration 71Q (110223.140000 sec): 3 clusters
  Score: Raw -228076.886547 + Penalty 2543.723682 = -225533.162865
  nChanged 23
		SP:Iteration 72Q (110223.190000 sec): 3 clusters
  Score: Raw -228087.994767 + Penalty 2543.723682 = -225544.271085
  nChanged 28
		SP:Iteration 73Q (110223.230000 sec): 3 clusters
  Score: Raw -228099.521170 + Penalty 2543.723682 = -225555.797488
  nChanged 22
		SP:Iteration 74Q (110223.290000 sec): 3 clusters
  Score: Raw -228108.080576 + Penalty 2543.723682 = -225564.356894
  nChanged 23
		SP:Iteration 75Q (110223.330000 sec): 3 clusters
  Score: Raw -228119.674551 + Penalty 2543.723682 = -225575.950869
  nChanged 24
		SP:Iteration 76Q (110223.390000 sec): 3 clusters
  Score: Raw -228131.864079 + Penalty 2543.723682 = -225588.140397
  nChanged 19
		SP:Iteration 77Q (110223.430000 sec): 3 clusters
  Score: Raw -228139.728105 + Penalty 2543.723682 = -225596.004424
  nChanged 21
		SP:Iteration 78Q (110223.480000 sec): 3 clusters
  Score: Raw -228149.841829 + Penalty 2543.723682 = -225606.118147
  nChanged 16
		SP:Iteration 79Q (110223.530000 sec): 3 clusters
  Score: Raw -228156.151790 + Penalty 2543.723682 = -225612.428108
  nChanged 12
		SP:Iteration 80F (110223.580000 sec): 3 clusters
  Score: Raw -228161.690200 + Penalty 2543.723682 = -225617.966518
  nChanged 10
		SP:Iteration 81Q (110223.630000 sec): 3 clusters
  Score: Raw -228166.374198 + Penalty 2543.723682 = -225622.650516
  nChanged 11
		SP:Iteration 82Q (110223.680000 sec): 3 clusters
  Score: Raw -228174.507745 + Penalty 2543.723682 = -225630.784063
  nChanged 11
		SP:Iteration 83Q (110223.730000 sec): 3 clusters
  Score: Raw -228180.921768 + Penalty 2543.723682 = -225637.198086
  nChanged 12
		SP:Iteration 84Q (110223.780000 sec): 3 clusters
  Score: Raw -228187.315916 + Penalty 2543.723682 = -225643.592235
  nChanged 11
		SP:Iteration 85Q (110223.830000 sec): 3 clusters
  Score: Raw -228193.942503 + Penalty 2543.723682 = -225650.218821
  nChanged 10
		SP:Iteration 86Q (110223.880000 sec): 3 clusters
  Score: Raw -228197.606299 + Penalty 2543.723682 = -225653.882617
  nChanged 13
		SP:Iteration 87Q (110223.930000 sec): 3 clusters
  Score: Raw -228203.305288 + Penalty 2543.723682 = -225659.581606
  nChanged 12
		SP:Iteration 88Q (110223.980000 sec): 3 clusters
  Score: Raw -228210.573040 + Penalty 2543.723682 = -225666.849358
  nChanged 4
		SP:Iteration 89Q (110224.030000 sec): 3 clusters
  Score: Raw -228212.694263 + Penalty 2543.723682 = -225668.970582
  nChanged 4
		SP:Iteration 90Q (110224.080000 sec): 3 clusters
  Score: Raw -228214.808846 + Penalty 2543.723682 = -225671.085164
  nChanged 3
		SP:Iteration 91Q (110224.130000 sec): 3 clusters
  Score: Raw -228215.667826 + Penalty 2543.723682 = -225671.944144
  nChanged 2
		SP:Iteration 92Q (110224.180000 sec): 3 clusters
  Score: Raw -228216.287045 + Penalty 2543.723682 = -225672.563364
  nChanged 2
		SP:Iteration 93Q (110224.230000 sec): 3 clusters
  Score: Raw -228216.846546 + Penalty 2543.723682 = -225673.122864
  nChanged 0
		SP:Iteration 94F (110224.270000 sec): 3 clusters
  Score: Raw -228216.846546 + Penalty 2543.723682 = -225673.122864
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110224.340000 sec): 2 clusters
  Score: Raw -236092.222922 + Penalty 1271.212360 = -234821.010563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110224.390000 sec): 3 clusters
  Score: Raw -234988.432698 + Penalty 2542.424719 = -232446.007978
  nChanged 940
		SP:Iteration 1F (110224.450000 sec): 3 clusters
  Score: Raw -235588.163098 + Penalty 2542.424719 = -233045.738378
  nChanged 207
		SP:Iteration 2F (110224.490000 sec): 3 clusters
  Score: Raw -235729.456852 + Penalty 2542.424719 = -233187.032132
  nChanged 129
		SP:Iteration 3F (110224.540000 sec): 3 clusters
  Score: Raw -235818.085167 + Penalty 2542.424719 = -233275.660448
  nChanged 109
		SP:Iteration 4Q (110224.590000 sec): 3 clusters
  Score: Raw -235893.616362 + Penalty 2542.424719 = -233351.191643
  nChanged 91
		SP:Iteration 5Q (110224.640000 sec): 3 clusters
  Score: Raw -235965.770323 + Penalty 2542.424719 = -233423.345603
  nChanged 89
		SP:Iteration 6Q (110224.690000 sec): 3 clusters
  Score: Raw -236036.734437 + Penalty 2542.424719 = -233494.309718
  nChanged 83
		SP:Iteration 7Q (110224.730000 sec): 3 clusters
  Score: Raw -236099.259717 + Penalty 2542.424719 = -233556.834998
  nChanged 78
		SP:Iteration 8Q (110224.780000 sec): 3 clusters
  Score: Raw -236160.483134 + Penalty 2542.424719 = -233618.058414
  nChanged 74
		SP:Iteration 9Q (110224.830000 sec): 3 clusters
  Score: Raw -236212.908482 + Penalty 2542.424719 = -233670.483763
  nChanged 57
		SP:Iteration 10Q (110224.880000 sec): 3 clusters
  Score: Raw -236253.326449 + Penalty 2542.424719 = -233710.901729
  nChanged 51
		SP:Iteration 11Q (110224.940000 sec): 3 clusters
  Score: Raw -236282.273760 + Penalty 2542.424719 = -233739.849040
  nChanged 43
		SP:Iteration 12Q (110224.980000 sec): 3 clusters
  Score: Raw -236307.840857 + Penalty 2542.424719 = -233765.416138
  nChanged 36
		SP:Iteration 13Q (110225.030000 sec): 3 clusters
  Score: Raw -236330.793787 + Penalty 2542.424719 = -233788.369068
  nChanged 33
		SP:Iteration 14Q (110225.080000 sec): 3 clusters
  Score: Raw -236348.141218 + Penalty 2542.424719 = -233805.716499
  nChanged 31
		SP:Iteration 15Q (110225.130000 sec): 3 clusters
  Score: Raw -236367.593641 + Penalty 2542.424719 = -233825.168922
  nChanged 18
		SP:Iteration 16Q (110225.180000 sec): 3 clusters
  Score: Raw -236378.529495 + Penalty 2542.424719 = -233836.104776
  nChanged 11
		SP:Iteration 17Q (110225.220000 sec): 3 clusters
  Score: Raw -236384.222229 + Penalty 2542.424719 = -233841.797510
  nChanged 7
		SP:Iteration 18Q (110225.270000 sec): 3 clusters
  Score: Raw -236388.430912 + Penalty 2542.424719 = -233846.006193
  nChanged 9
		SP:Iteration 19Q (110225.320000 sec): 3 clusters
  Score: Raw -236394.283689 + Penalty 2542.424719 = -233851.858970
  nChanged 10
		SP:Iteration 20F (110225.370000 sec): 3 clusters
  Score: Raw -236399.519693 + Penalty 2542.424719 = -233857.094974
  nChanged 8
		SP:Iteration 21Q (110225.420000 sec): 3 clusters
  Score: Raw -236403.221561 + Penalty 2542.424719 = -233860.796841
  nChanged 6
		SP:Iteration 22Q (110225.470000 sec): 3 clusters
  Score: Raw -236405.830881 + Penalty 2542.424719 = -233863.406161
  nChanged 2
		SP:Iteration 23Q (110225.520000 sec): 3 clusters
  Score: Raw -236408.253012 + Penalty 2542.424719 = -233865.828292
  nChanged 5
		SP:Iteration 24Q (110225.560000 sec): 3 clusters
  Score: Raw -236410.321699 + Penalty 2542.424719 = -233867.896979
  nChanged 5
		SP:Iteration 25Q (110225.610000 sec): 3 clusters
  Score: Raw -236414.235256 + Penalty 2542.424719 = -233871.810537
  nChanged 7
		SP:Iteration 26Q (110225.660000 sec): 3 clusters
  Score: Raw -236418.715712 + Penalty 2542.424719 = -233876.290993
  nChanged 7
		SP:Iteration 27Q (110225.710000 sec): 3 clusters
  Score: Raw -236422.890359 + Penalty 2542.424719 = -233880.465640
  nChanged 13
		SP:Iteration 28Q (110225.760000 sec): 3 clusters
  Score: Raw -236432.751852 + Penalty 2542.424719 = -233890.327133
  nChanged 14
		SP:Iteration 29Q (110225.810000 sec): 3 clusters
  Score: Raw -236444.309759 + Penalty 2542.424719 = -233901.885040
  nChanged 20
		SP:Iteration 30Q (110225.860000 sec): 3 clusters
  Score: Raw -236460.182967 + Penalty 2542.424719 = -233917.758248
  nChanged 24
		SP:Iteration 31Q (110225.900000 sec): 3 clusters
  Score: Raw -236476.759185 + Penalty 2542.424719 = -233934.334466
  nChanged 27
		SP:Iteration 32Q (110225.950000 sec): 3 clusters
  Score: Raw -236500.643043 + Penalty 2542.424719 = -233958.218324
  nChanged 26
		SP:Iteration 33Q (110226.000000 sec): 3 clusters
  Score: Raw -236518.201622 + Penalty 2542.424719 = -233975.776903
  nChanged 22
		SP:Iteration 34Q (110226.050000 sec): 3 clusters
  Score: Raw -236531.541711 + Penalty 2542.424719 = -233989.116992
  nChanged 23
		SP:Iteration 35Q (110226.100000 sec): 3 clusters
  Score: Raw -236552.000281 + Penalty 2542.424719 = -234009.575562
  nChanged 26
		SP:Iteration 36Q (110226.140000 sec): 3 clusters
  Score: Raw -236571.085366 + Penalty 2542.424719 = -234028.660647
  nChanged 22
		SP:Iteration 37Q (110226.190000 sec): 3 clusters
  Score: Raw -236583.561522 + Penalty 2542.424719 = -234041.136802
  nChanged 17
		SP:Iteration 38Q (110226.240000 sec): 3 clusters
  Score: Raw -236598.132182 + Penalty 2542.424719 = -234055.707463
  nChanged 24
		SP:Iteration 39Q (110226.280000 sec): 3 clusters
  Score: Raw -236626.192073 + Penalty 2542.424719 = -234083.767354
  nChanged 28
		SP:Iteration 40F (110226.330000 sec): 3 clusters
  Score: Raw -236648.654565 + Penalty 2542.424719 = -234106.229846
  nChanged 31
		SP:Iteration 41Q (110226.380000 sec): 3 clusters
  Score: Raw -236677.676617 + Penalty 2542.424719 = -234135.251898
  nChanged 34
		SP:Iteration 42Q (110226.430000 sec): 3 clusters
  Score: Raw -236707.674016 + Penalty 2542.424719 = -234165.249297
  nChanged 28
		SP:Iteration 43Q (110226.470000 sec): 3 clusters
  Score: Raw -236734.747639 + Penalty 2542.424719 = -234192.322920
  nChanged 17
		SP:Iteration 44Q (110226.520000 sec): 3 clusters
  Score: Raw -236749.401661 + Penalty 2542.424719 = -234206.976942
  nChanged 17
		SP:Iteration 45Q (110226.570000 sec): 3 clusters
  Score: Raw -236764.564915 + Penalty 2542.424719 = -234222.140196
  nChanged 13
		SP:Iteration 46Q (110226.620000 sec): 3 clusters
  Score: Raw -236771.988434 + Penalty 2542.424719 = -234229.563714
  nChanged 11
		SP:Iteration 47Q (110226.660000 sec): 3 clusters
  Score: Raw -236776.391393 + Penalty 2542.424719 = -234233.966674
  nChanged 7
		SP:Iteration 48Q (110226.710000 sec): 3 clusters
  Score: Raw -236778.860618 + Penalty 2542.424719 = -234236.435899
  nChanged 3
		SP:Iteration 49Q (110226.760000 sec): 3 clusters
  Score: Raw -236780.264377 + Penalty 2542.424719 = -234237.839658
  nChanged 2
		SP:Iteration 50Q (110226.800000 sec): 3 clusters
  Score: Raw -236782.078462 + Penalty 2542.424719 = -234239.653743
  nChanged 4
		SP:Iteration 51Q (110226.850000 sec): 3 clusters
  Score: Raw -236783.553586 + Penalty 2542.424719 = -234241.128866
  nChanged 4
		SP:Iteration 52Q (110226.900000 sec): 3 clusters
  Score: Raw -236785.480237 + Penalty 2542.424719 = -234243.055517
  nChanged 2
		SP:Iteration 53Q (110226.940000 sec): 3 clusters
  Score: Raw -236785.902804 + Penalty 2542.424719 = -234243.478085
  nChanged 1
		SP:Iteration 54Q (110226.990000 sec): 3 clusters
  Score: Raw -236786.287886 + Penalty 2542.424719 = -234243.863166
  nChanged 2
		SP:Iteration 55Q (110227.040000 sec): 3 clusters
  Score: Raw -236787.078868 + Penalty 2542.424719 = -234244.654149
  nChanged 1
		SP:Iteration 56Q (110227.080000 sec): 3 clusters
  Score: Raw -236787.396427 + Penalty 2542.424719 = -234244.971707
  nChanged 0
		SP:Iteration 57F (110227.130000 sec): 3 clusters
  Score: Raw -236787.396427 + Penalty 2542.424719 = -234244.971707
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110227.200000 sec): 2 clusters
  Score: Raw -270982.173319 + Penalty 1278.280075 = -269703.893244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110227.250000 sec): 3 clusters
  Score: Raw -269773.720554 + Penalty 2556.560150 = -267217.160404
  nChanged 955
		SP:Iteration 1F (110227.310000 sec): 3 clusters
  Score: Raw -270365.957828 + Penalty 2556.560150 = -267809.397678
  nChanged 211
		SP:Iteration 2F (110227.360000 sec): 3 clusters
  Score: Raw -270508.722447 + Penalty 2556.560150 = -267952.162297
  nChanged 135
		SP:Iteration 3F (110227.410000 sec): 3 clusters
  Score: Raw -270576.574953 + Penalty 2556.560150 = -268020.014803
  nChanged 90
		SP:Iteration 4Q (110227.460000 sec): 3 clusters
  Score: Raw -270631.623693 + Penalty 2556.560150 = -268075.063543
  nChanged 72
		SP:Iteration 5Q (110227.520000 sec): 3 clusters
  Score: Raw -270673.233824 + Penalty 2556.560150 = -268116.673674
  nChanged 58
		SP:Iteration 6Q (110227.570000 sec): 3 clusters
  Score: Raw -270704.956044 + Penalty 2556.560150 = -268148.395894
  nChanged 53
		SP:Iteration 7Q (110227.620000 sec): 3 clusters
  Score: Raw -270734.975878 + Penalty 2556.560150 = -268178.415728
  nChanged 57
		SP:Iteration 8Q (110227.680000 sec): 3 clusters
  Score: Raw -270763.752086 + Penalty 2556.560150 = -268207.191936
  nChanged 52
		SP:Iteration 9Q (110227.730000 sec): 3 clusters
  Score: Raw -270801.061646 + Penalty 2556.560150 = -268244.501496
  nChanged 58
		SP:Iteration 10Q (110227.780000 sec): 3 clusters
  Score: Raw -270840.065309 + Penalty 2556.560150 = -268283.505159
  nChanged 60
		SP:Iteration 11Q (110227.830000 sec): 3 clusters
  Score: Raw -270869.862856 + Penalty 2556.560150 = -268313.302706
  nChanged 40
		SP:Iteration 12Q (110227.880000 sec): 3 clusters
  Score: Raw -270885.834960 + Penalty 2556.560150 = -268329.274810
  nChanged 34
		SP:Iteration 13Q (110227.940000 sec): 3 clusters
  Score: Raw -270904.147413 + Penalty 2556.560150 = -268347.587263
  nChanged 39
		SP:Iteration 14Q (110227.990000 sec): 3 clusters
  Score: Raw -270930.989233 + Penalty 2556.560150 = -268374.429083
  nChanged 44
		SP:Iteration 15Q (110228.040000 sec): 3 clusters
  Score: Raw -270960.324348 + Penalty 2556.560150 = -268403.764198
  nChanged 49
		SP:Iteration 16Q (110228.100000 sec): 3 clusters
  Score: Raw -271018.090154 + Penalty 2556.560150 = -268461.530004
  nChanged 78
		SP:Iteration 17Q (110228.150000 sec): 3 clusters
  Score: Raw -271126.065114 + Penalty 2556.560150 = -268569.504964
  nChanged 98
		SP:Iteration 18Q (110228.200000 sec): 3 clusters
  Score: Raw -271216.123329 + Penalty 2556.560150 = -268659.563179
  nChanged 74
		SP:Iteration 19Q (110228.250000 sec): 3 clusters
  Score: Raw -271269.720604 + Penalty 2556.560150 = -268713.160454
  nChanged 61
		SP:Iteration 20F (110228.300000 sec): 3 clusters
  Score: Raw -271310.913503 + Penalty 2556.560150 = -268754.353353
  nChanged 62
		SP:Iteration 21Q (110228.360000 sec): 3 clusters
  Score: Raw -271349.710260 + Penalty 2556.560150 = -268793.150110
  nChanged 47
		SP:Iteration 22Q (110228.410000 sec): 3 clusters
  Score: Raw -271377.220071 + Penalty 2556.560150 = -268820.659921
  nChanged 50
		SP:Iteration 23Q (110228.460000 sec): 3 clusters
  Score: Raw -271401.776613 + Penalty 2556.560150 = -268845.216463
  nChanged 34
		SP:Iteration 24Q (110228.520000 sec): 3 clusters
  Score: Raw -271417.342900 + Penalty 2556.560150 = -268860.782750
  nChanged 26
		SP:Iteration 25Q (110228.570000 sec): 3 clusters
  Score: Raw -271431.558534 + Penalty 2556.560150 = -268874.998384
  nChanged 26
		SP:Iteration 26Q (110228.620000 sec): 3 clusters
  Score: Raw -271442.947954 + Penalty 2556.560150 = -268886.387804
  nChanged 16
		SP:Iteration 27Q (110228.670000 sec): 3 clusters
  Score: Raw -271449.143164 + Penalty 2556.560150 = -268892.583014
  nChanged 10
		SP:Iteration 28Q (110228.720000 sec): 3 clusters
  Score: Raw -271452.823981 + Penalty 2556.560150 = -268896.263831
  nChanged 13
		SP:Iteration 29Q (110228.780000 sec): 3 clusters
  Score: Raw -271459.710448 + Penalty 2556.560150 = -268903.150298
  nChanged 13
		SP:Iteration 30Q (110228.830000 sec): 3 clusters
  Score: Raw -271464.440550 + Penalty 2556.560150 = -268907.880400
  nChanged 10
		SP:Iteration 31Q (110228.880000 sec): 3 clusters
  Score: Raw -271467.484083 + Penalty 2556.560150 = -268910.923933
  nChanged 7
		SP:Iteration 32Q (110228.930000 sec): 3 clusters
  Score: Raw -271471.248669 + Penalty 2556.560150 = -268914.688519
  nChanged 5
		SP:Iteration 33Q (110228.980000 sec): 3 clusters
  Score: Raw -271472.933956 + Penalty 2556.560150 = -268916.373806
  nChanged 2
		SP:Iteration 34Q (110229.040000 sec): 3 clusters
  Score: Raw -271473.795775 + Penalty 2556.560150 = -268917.235625
  nChanged 2
		SP:Iteration 35Q (110229.090000 sec): 3 clusters
  Score: Raw -271474.660183 + Penalty 2556.560150 = -268918.100033
  nChanged 3
		SP:Iteration 36Q (110229.140000 sec): 3 clusters
  Score: Raw -271475.909358 + Penalty 2556.560150 = -268919.349208
  nChanged 2
		SP:Iteration 37Q (110229.190000 sec): 3 clusters
  Score: Raw -271476.630998 + Penalty 2556.560150 = -268920.070848
  nChanged 1
		SP:Iteration 38Q (110229.240000 sec): 3 clusters
  Score: Raw -271476.952577 + Penalty 2556.560150 = -268920.392427
  nChanged 3
		SP:Iteration 39Q (110229.290000 sec): 3 clusters
  Score: Raw -271477.785024 + Penalty 2556.560150 = -268921.224874
  nChanged 0
		SP:Iteration 40F (110229.340000 sec): 3 clusters
  Score: Raw -271477.785024 + Penalty 2556.560150 = -268921.224874
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110229.420000 sec): 2 clusters
  Score: Raw -403753.212822 + Penalty 1349.520619 = -402403.692203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110229.510000 sec): 3 clusters
  Score: Raw -401709.279252 + Penalty 2699.041238 = -399010.238015
  nChanged 1575
		SP:Iteration 1F (110229.590000 sec): 3 clusters
  Score: Raw -402607.842574 + Penalty 2699.041238 = -399908.801336
  nChanged 313
		SP:Iteration 2F (110229.670000 sec): 3 clusters
  Score: Raw -402775.710990 + Penalty 2699.041238 = -400076.669752
  nChanged 209
		SP:Iteration 3F (110229.750000 sec): 3 clusters
  Score: Raw -402880.788105 + Penalty 2699.041238 = -400181.746867
  nChanged 163
		SP:Iteration 4Q (110229.830000 sec): 3 clusters
  Score: Raw -402948.329789 + Penalty 2699.041238 = -400249.288552
  nChanged 121
		SP:Iteration 5Q (110229.900000 sec): 3 clusters
  Score: Raw -403003.870144 + Penalty 2699.041238 = -400304.828907
  nChanged 115
		SP:Iteration 6Q (110229.980000 sec): 3 clusters
  Score: Raw -403054.753289 + Penalty 2699.041238 = -400355.712051
  nChanged 107
		SP:Iteration 7Q (110230.060000 sec): 3 clusters
  Score: Raw -403105.579657 + Penalty 2699.041238 = -400406.538419
  nChanged 101
		SP:Iteration 8Q (110230.130000 sec): 3 clusters
  Score: Raw -403156.653043 + Penalty 2699.041238 = -400457.611805
  nChanged 102
		SP:Iteration 9Q (110230.210000 sec): 3 clusters
  Score: Raw -403209.453723 + Penalty 2699.041238 = -400510.412485
  nChanged 96
		SP:Iteration 10Q (110230.290000 sec): 3 clusters
  Score: Raw -403260.554964 + Penalty 2699.041238 = -400561.513726
  nChanged 129
		SP:Iteration 11Q (110230.370000 sec): 3 clusters
  Score: Raw -403338.144908 + Penalty 2699.041238 = -400639.103670
  nChanged 128
		SP:Iteration 12Q (110230.440000 sec): 3 clusters
  Score: Raw -403421.049957 + Penalty 2699.041238 = -400722.008719
  nChanged 124
		SP:Iteration 13Q (110230.520000 sec): 3 clusters
  Score: Raw -403507.619607 + Penalty 2699.041238 = -400808.578370
  nChanged 104
		SP:Iteration 14Q (110230.590000 sec): 3 clusters
  Score: Raw -403586.582810 + Penalty 2699.041238 = -400887.541573
  nChanged 82
		SP:Iteration 15Q (110230.670000 sec): 3 clusters
  Score: Raw -403661.268777 + Penalty 2699.041238 = -400962.227539
  nChanged 76
		SP:Iteration 16Q (110230.750000 sec): 3 clusters
  Score: Raw -403730.349742 + Penalty 2699.041238 = -401031.308505
  nChanged 49
		SP:Iteration 17Q (110230.820000 sec): 3 clusters
  Score: Raw -403773.664752 + Penalty 2699.041238 = -401074.623514
  nChanged 36
		SP:Iteration 18Q (110230.890000 sec): 3 clusters
  Score: Raw -403807.207114 + Penalty 2699.041238 = -401108.165877
  nChanged 26
		SP:Iteration 19Q (110230.970000 sec): 3 clusters
  Score: Raw -403833.096944 + Penalty 2699.041238 = -401134.055707
  nChanged 27
		SP:Iteration 20F (110231.040000 sec): 3 clusters
  Score: Raw -403863.047928 + Penalty 2699.041238 = -401164.006690
  nChanged 24
		SP:Iteration 21Q (110231.110000 sec): 3 clusters
  Score: Raw -403884.060137 + Penalty 2699.041238 = -401185.018899
  nChanged 17
		SP:Iteration 22Q (110231.190000 sec): 3 clusters
  Score: Raw -403904.659065 + Penalty 2699.041238 = -401205.617827
  nChanged 10
		SP:Iteration 23Q (110231.260000 sec): 3 clusters
  Score: Raw -403918.783133 + Penalty 2699.041238 = -401219.741895
  nChanged 10
		SP:Iteration 24Q (110231.330000 sec): 3 clusters
  Score: Raw -403929.196056 + Penalty 2699.041238 = -401230.154819
  nChanged 5
		SP:Iteration 25Q (110231.400000 sec): 3 clusters
  Score: Raw -403933.972571 + Penalty 2699.041238 = -401234.931333
  nChanged 0
		SP:Iteration 26F (110231.470000 sec): 3 clusters
  Score: Raw -403933.972571 + Penalty 2699.041238 = -401234.931333
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110231.610000 sec): 2 clusters
  Score: Raw -1310836.902898 + Penalty 1540.857158 = -1309296.045740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110231.820000 sec): 3 clusters
  Score: Raw -1303245.993795 + Penalty 3081.714316 = -1300164.279479
  nChanged 5808
		SP:Iteration 1F (110232.010000 sec): 3 clusters
  Score: Raw -1306457.093148 + Penalty 3081.714316 = -1303375.378832
  nChanged 748
		SP:Iteration 2F (110232.240000 sec): 3 clusters
  Score: Raw -1306767.493323 + Penalty 3081.714316 = -1303685.779008
  nChanged 656
		SP:Iteration 3Q (110232.430000 sec): 3 clusters
  Score: Raw -1307029.212559 + Penalty 3081.714316 = -1303947.498243
  nChanged 608
		SP:Iteration 4Q (110232.660000 sec): 3 clusters
  Score: Raw -1307283.380310 + Penalty 3081.714316 = -1304201.665995
  nChanged 623
		SP:Iteration 5Q (110232.880000 sec): 3 clusters
  Score: Raw -1307571.270617 + Penalty 3081.714316 = -1304489.556301
  nChanged 649
		SP:Iteration 6Q (110233.070000 sec): 3 clusters
  Score: Raw -1307913.335266 + Penalty 3081.714316 = -1304831.620950
  nChanged 666
		SP:Iteration 7F (110233.260000 sec): 3 clusters
  Score: Raw -1308297.730441 + Penalty 3081.714316 = -1305216.016125
  nChanged 686
		SP:Iteration 8F (110233.450000 sec): 3 clusters
  Score: Raw -1308719.222026 + Penalty 3081.714316 = -1305637.507711
  nChanged 660
		SP:Iteration 9F (110233.650000 sec): 3 clusters
  Score: Raw -1309171.326042 + Penalty 3081.714316 = -1306089.611726
  nChanged 632
		SP:Iteration 10Q (110233.860000 sec): 3 clusters
  Score: Raw -1309651.752196 + Penalty 3081.714316 = -1306570.037880
  nChanged 531
		SP:Iteration 11Q (110234.050000 sec): 3 clusters
  Score: Raw -1310063.624908 + Penalty 3081.714316 = -1306981.910593
  nChanged 451
		SP:Iteration 12Q (110234.250000 sec): 3 clusters
  Score: Raw -1310427.783457 + Penalty 3081.714316 = -1307346.069142
  nChanged 319
		SP:Iteration 13Q (110234.430000 sec): 3 clusters
  Score: Raw -1310678.110076 + Penalty 3081.714316 = -1307596.395761
  nChanged 202
		SP:Iteration 14Q (110234.620000 sec): 3 clusters
  Score: Raw -1310818.141016 + Penalty 3081.714316 = -1307736.426701
  nChanged 131
		SP:Iteration 15Q (110234.820000 sec): 3 clusters
  Score: Raw -1310918.067179 + Penalty 3081.714316 = -1307836.352864
  nChanged 83
		SP:Iteration 16Q (110235.010000 sec): 3 clusters
  Score: Raw -1310977.433756 + Penalty 3081.714316 = -1307895.719440
  nChanged 52
		SP:Iteration 17Q (110235.190000 sec): 3 clusters
  Score: Raw -1311016.398901 + Penalty 3081.714316 = -1307934.684585
  nChanged 34
		SP:Iteration 18Q (110235.390000 sec): 3 clusters
  Score: Raw -1311040.676104 + Penalty 3081.714316 = -1307958.961789
  nChanged 35
		SP:Iteration 19Q (110235.550000 sec): 3 clusters
  Score: Raw -1311060.238409 + Penalty 3081.714316 = -1307978.524093
  nChanged 18
		SP:Iteration 20F (110235.750000 sec): 3 clusters
  Score: Raw -1311071.717558 + Penalty 3081.714316 = -1307990.003242
  nChanged 13
		SP:Iteration 21Q (110235.920000 sec): 3 clusters
  Score: Raw -1311079.908597 + Penalty 3081.714316 = -1307998.194281
  nChanged 11
		SP:Iteration 22Q (110236.120000 sec): 3 clusters
  Score: Raw -1311086.065455 + Penalty 3081.714316 = -1308004.351139
  nChanged 7
		SP:Iteration 23Q (110236.290000 sec): 3 clusters
  Score: Raw -1311088.574859 + Penalty 3081.714316 = -1308006.860544
  nChanged 3
		SP:Iteration 24Q (110236.470000 sec): 3 clusters
  Score: Raw -1311090.137657 + Penalty 3081.714316 = -1308008.423341
  nChanged 4
		SP:Iteration 25Q (110236.670000 sec): 3 clusters
  Score: Raw -1311092.604214 + Penalty 3081.714316 = -1308010.889899
  nChanged 2
		SP:Iteration 26Q (110236.850000 sec): 3 clusters
  Score: Raw -1311093.595116 + Penalty 3081.714316 = -1308011.880801
  nChanged 1
		SP:Iteration 27Q (110237.020000 sec): 3 clusters
  Score: Raw -1311094.355041 + Penalty 3081.714316 = -1308012.640726
  nChanged 1
		SP:Iteration 28Q (110237.240000 sec): 3 clusters
  Score: Raw -1311095.306752 + Penalty 3081.714316 = -1308013.592436
  nChanged 0
		SP:Iteration 29F (110237.430000 sec): 3 clusters
  Score: Raw -1311095.306752 + Penalty 3081.714316 = -1308013.592436
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (5067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110237.530000 sec): 2 clusters
  Score: Raw -540360.959341 + Penalty 1386.206933 = -538974.752407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110237.660000 sec): 3 clusters
  Score: Raw -537703.492189 + Penalty 2772.413867 = -534931.078322
  nChanged 2102
		SP:Iteration 1F (110237.750000 sec): 3 clusters
  Score: Raw -538907.982812 + Penalty 2772.413867 = -536135.568946
  nChanged 351
		SP:Iteration 2F (110237.850000 sec): 3 clusters
  Score: Raw -539075.829035 + Penalty 2772.413867 = -536303.415168
  nChanged 230
		SP:Iteration 3Q (110237.940000 sec): 3 clusters
  Score: Raw -539178.622403 + Penalty 2772.413867 = -536406.208536
  nChanged 184
		SP:Iteration 4Q (110238.040000 sec): 3 clusters
  Score: Raw -539261.825755 + Penalty 2772.413867 = -536489.411889
  nChanged 170
		SP:Iteration 5Q (110238.140000 sec): 3 clusters
  Score: Raw -539335.771984 + Penalty 2772.413867 = -536563.358117
  nChanged 142
		SP:Iteration 6Q (110238.230000 sec): 3 clusters
  Score: Raw -539399.688609 + Penalty 2772.413867 = -536627.274742
  nChanged 135
		SP:Iteration 7Q (110238.330000 sec): 3 clusters
  Score: Raw -539471.828649 + Penalty 2772.413867 = -536699.414782
  nChanged 161
		SP:Iteration 8Q (110238.430000 sec): 3 clusters
  Score: Raw -539556.544525 + Penalty 2772.413867 = -536784.130658
  nChanged 157
		SP:Iteration 9Q (110238.520000 sec): 3 clusters
  Score: Raw -539644.311630 + Penalty 2772.413867 = -536871.897763
  nChanged 175
		SP:Iteration 10Q (110238.620000 sec): 3 clusters
  Score: Raw -539744.012690 + Penalty 2772.413867 = -536971.598823
  nChanged 186
		SP:Iteration 11Q (110238.710000 sec): 3 clusters
  Score: Raw -539858.634814 + Penalty 2772.413867 = -537086.220948
  nChanged 194
		SP:Iteration 12Q (110238.810000 sec): 3 clusters
  Score: Raw -539986.531799 + Penalty 2772.413867 = -537214.117932
  nChanged 177
		SP:Iteration 13Q (110238.910000 sec): 3 clusters
  Score: Raw -540103.957722 + Penalty 2772.413867 = -537331.543855
  nChanged 157
		SP:Iteration 14Q (110239.000000 sec): 3 clusters
  Score: Raw -540203.862717 + Penalty 2772.413867 = -537431.448850
  nChanged 158
		SP:Iteration 15Q (110239.100000 sec): 3 clusters
  Score: Raw -540317.855107 + Penalty 2772.413867 = -537545.441240
  nChanged 139
		SP:Iteration 16Q (110239.190000 sec): 3 clusters
  Score: Raw -540408.541377 + Penalty 2772.413867 = -537636.127510
  nChanged 96
		SP:Iteration 17Q (110239.290000 sec): 3 clusters
  Score: Raw -540470.309870 + Penalty 2772.413867 = -537697.896003
  nChanged 84
		SP:Iteration 18Q (110239.390000 sec): 3 clusters
  Score: Raw -540520.880291 + Penalty 2772.413867 = -537748.466424
  nChanged 66
		SP:Iteration 19Q (110239.480000 sec): 3 clusters
  Score: Raw -540556.279039 + Penalty 2772.413867 = -537783.865172
  nChanged 36
		SP:Iteration 20F (110239.570000 sec): 3 clusters
  Score: Raw -540571.912511 + Penalty 2772.413867 = -537799.498644
  nChanged 25
		SP:Iteration 21Q (110239.670000 sec): 3 clusters
  Score: Raw -540582.937740 + Penalty 2772.413867 = -537810.523873
  nChanged 18
		SP:Iteration 22Q (110239.760000 sec): 3 clusters
  Score: Raw -540590.690994 + Penalty 2772.413867 = -537818.277128
  nChanged 13
		SP:Iteration 23Q (110239.860000 sec): 3 clusters
  Score: Raw -540595.714500 + Penalty 2772.413867 = -537823.300633
  nChanged 8
		SP:Iteration 24Q (110239.950000 sec): 3 clusters
  Score: Raw -540599.814464 + Penalty 2772.413867 = -537827.400597
  nChanged 9
		SP:Iteration 25Q (110240.050000 sec): 3 clusters
  Score: Raw -540602.916221 + Penalty 2772.413867 = -537830.502354
  nChanged 4
		SP:Iteration 26Q (110240.140000 sec): 3 clusters
  Score: Raw -540603.851892 + Penalty 2772.413867 = -537831.438025
  nChanged 6
		SP:Iteration 27Q (110240.230000 sec): 3 clusters
  Score: Raw -540605.989800 + Penalty 2772.413867 = -537833.575933
  nChanged 5
		SP:Iteration 28Q (110240.330000 sec): 3 clusters
  Score: Raw -540607.402345 + Penalty 2772.413867 = -537834.988478
  nChanged 3
		SP:Iteration 29Q (110240.420000 sec): 3 clusters
  Score: Raw -540608.665153 + Penalty 2772.413867 = -537836.251286
  nChanged 1
		SP:Iteration 30Q (110240.520000 sec): 3 clusters
  Score: Raw -540608.989781 + Penalty 2772.413867 = -537836.575914
  nChanged 0
		SP:Iteration 31F (110240.610000 sec): 3 clusters
  Score: Raw -540608.989781 + Penalty 2772.413867 = -537836.575914
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110240.690000 sec): 2 clusters
  Score: Raw -380598.174557 + Penalty 1350.642142 = -379247.532415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110240.770000 sec): 3 clusters
  Score: Raw -378636.679283 + Penalty 2701.284283 = -375935.395000
  nChanged 1632
		SP:Iteration 1F (110240.850000 sec): 3 clusters
  Score: Raw -379635.293961 + Penalty 2701.284283 = -376934.009678
  nChanged 299
		SP:Iteration 2F (110240.930000 sec): 3 clusters
  Score: Raw -379848.454962 + Penalty 2701.284283 = -377147.170679
  nChanged 248
		SP:Iteration 3F (110241.010000 sec): 3 clusters
  Score: Raw -380015.644605 + Penalty 2701.284283 = -377314.360322
  nChanged 189
		SP:Iteration 4Q (110241.090000 sec): 3 clusters
  Score: Raw -380137.649970 + Penalty 2701.284283 = -377436.365687
  nChanged 176
		SP:Iteration 5Q (110241.160000 sec): 3 clusters
  Score: Raw -380244.374598 + Penalty 2701.284283 = -377543.090315
  nChanged 144
		SP:Iteration 6Q (110241.240000 sec): 3 clusters
  Score: Raw -380323.629098 + Penalty 2701.284283 = -377622.344815
  nChanged 114
		SP:Iteration 7Q (110241.320000 sec): 3 clusters
  Score: Raw -380379.828789 + Penalty 2701.284283 = -377678.544506
  nChanged 100
		SP:Iteration 8Q (110241.400000 sec): 3 clusters
  Score: Raw -380425.790814 + Penalty 2701.284283 = -377724.506531
  nChanged 98
		SP:Iteration 9Q (110241.470000 sec): 3 clusters
  Score: Raw -380477.562099 + Penalty 2701.284283 = -377776.277816
  nChanged 92
		SP:Iteration 10Q (110241.550000 sec): 3 clusters
  Score: Raw -380530.920090 + Penalty 2701.284283 = -377829.635807
  nChanged 88
		SP:Iteration 11Q (110241.620000 sec): 3 clusters
  Score: Raw -380578.941361 + Penalty 2701.284283 = -377877.657077
  nChanged 72
		SP:Iteration 12Q (110241.700000 sec): 3 clusters
  Score: Raw -380612.414199 + Penalty 2701.284283 = -377911.129916
  nChanged 66
		SP:Iteration 13Q (110241.780000 sec): 3 clusters
  Score: Raw -380640.905404 + Penalty 2701.284283 = -377939.621121
  nChanged 63
		SP:Iteration 14Q (110241.850000 sec): 3 clusters
  Score: Raw -380671.812516 + Penalty 2701.284283 = -377970.528232
  nChanged 50
		SP:Iteration 15Q (110241.930000 sec): 3 clusters
  Score: Raw -380694.676788 + Penalty 2701.284283 = -377993.392504
  nChanged 37
		SP:Iteration 16Q (110242.000000 sec): 3 clusters
  Score: Raw -380708.000968 + Penalty 2701.284283 = -378006.716685
  nChanged 19
		SP:Iteration 17Q (110242.080000 sec): 3 clusters
  Score: Raw -380714.907434 + Penalty 2701.284283 = -378013.623151
  nChanged 15
		SP:Iteration 18Q (110242.160000 sec): 3 clusters
  Score: Raw -380718.855113 + Penalty 2701.284283 = -378017.570830
  nChanged 19
		SP:Iteration 19Q (110242.230000 sec): 3 clusters
  Score: Raw -380725.908494 + Penalty 2701.284283 = -378024.624210
  nChanged 27
		SP:Iteration 20F (110242.300000 sec): 3 clusters
  Score: Raw -380737.301072 + Penalty 2701.284283 = -378036.016789
  nChanged 31
		SP:Iteration 21Q (110242.380000 sec): 3 clusters
  Score: Raw -380751.801332 + Penalty 2701.284283 = -378050.517049
  nChanged 29
		SP:Iteration 22Q (110242.460000 sec): 3 clusters
  Score: Raw -380763.760101 + Penalty 2701.284283 = -378062.475818
  nChanged 23
		SP:Iteration 23Q (110242.530000 sec): 3 clusters
  Score: Raw -380773.651587 + Penalty 2701.284283 = -378072.367304
  nChanged 22
		SP:Iteration 24Q (110242.600000 sec): 3 clusters
  Score: Raw -380783.224822 + Penalty 2701.284283 = -378081.940539
  nChanged 22
		SP:Iteration 25Q (110242.680000 sec): 3 clusters
  Score: Raw -380790.075366 + Penalty 2701.284283 = -378088.791083
  nChanged 17
		SP:Iteration 26Q (110242.750000 sec): 3 clusters
  Score: Raw -380796.636574 + Penalty 2701.284283 = -378095.352290
  nChanged 23
		SP:Iteration 27Q (110242.830000 sec): 3 clusters
  Score: Raw -380805.208456 + Penalty 2701.284283 = -378103.924173
  nChanged 24
		SP:Iteration 28Q (110242.900000 sec): 3 clusters
  Score: Raw -380815.760426 + Penalty 2701.284283 = -378114.476143
  nChanged 21
		SP:Iteration 29Q (110242.980000 sec): 3 clusters
  Score: Raw -380823.747556 + Penalty 2701.284283 = -378122.463273
  nChanged 24
		SP:Iteration 30Q (110243.050000 sec): 3 clusters
  Score: Raw -380830.932414 + Penalty 2701.284283 = -378129.648131
  nChanged 14
		SP:Iteration 31Q (110243.120000 sec): 3 clusters
  Score: Raw -380835.349801 + Penalty 2701.284283 = -378134.065517
  nChanged 13
		SP:Iteration 32Q (110243.200000 sec): 3 clusters
  Score: Raw -380840.154956 + Penalty 2701.284283 = -378138.870672
  nChanged 13
		SP:Iteration 33Q (110243.270000 sec): 3 clusters
  Score: Raw -380845.937383 + Penalty 2701.284283 = -378144.653099
  nChanged 14
		SP:Iteration 34Q (110243.350000 sec): 3 clusters
  Score: Raw -380852.490324 + Penalty 2701.284283 = -378151.206041
  nChanged 13
		SP:Iteration 35Q (110243.420000 sec): 3 clusters
  Score: Raw -380856.860913 + Penalty 2701.284283 = -378155.576630
  nChanged 14
		SP:Iteration 36Q (110243.500000 sec): 3 clusters
  Score: Raw -380863.984475 + Penalty 2701.284283 = -378162.700191
  nChanged 17
		SP:Iteration 37Q (110243.570000 sec): 3 clusters
  Score: Raw -380869.506387 + Penalty 2701.284283 = -378168.222104
  nChanged 9
		SP:Iteration 38Q (110243.640000 sec): 3 clusters
  Score: Raw -380873.153208 + Penalty 2701.284283 = -378171.868925
  nChanged 7
		SP:Iteration 39Q (110243.720000 sec): 3 clusters
  Score: Raw -380876.499242 + Penalty 2701.284283 = -378175.214959
  nChanged 8
		SP:Iteration 40F (110243.790000 sec): 3 clusters
  Score: Raw -380879.282588 + Penalty 2701.284283 = -378177.998305
  nChanged 9
		SP:Iteration 41Q (110243.870000 sec): 3 clusters
  Score: Raw -380882.731853 + Penalty 2701.284283 = -378181.447569
  nChanged 7
		SP:Iteration 42Q (110243.940000 sec): 3 clusters
  Score: Raw -380886.117848 + Penalty 2701.284283 = -378184.833564
  nChanged 5
		SP:Iteration 43Q (110244.010000 sec): 3 clusters
  Score: Raw -380888.323995 + Penalty 2701.284283 = -378187.039711
  nChanged 4
		SP:Iteration 44Q (110244.090000 sec): 3 clusters
  Score: Raw -380889.275724 + Penalty 2701.284283 = -378187.991440
  nChanged 4
		SP:Iteration 45Q (110244.160000 sec): 3 clusters
  Score: Raw -380890.125974 + Penalty 2701.284283 = -378188.841691
  nChanged 3
		SP:Iteration 46Q (110244.240000 sec): 3 clusters
  Score: Raw -380890.999762 + Penalty 2701.284283 = -378189.715478
  nChanged 4
		SP:Iteration 47Q (110244.310000 sec): 3 clusters
  Score: Raw -380891.986555 + Penalty 2701.284283 = -378190.702272
  nChanged 4
		SP:Iteration 48Q (110244.380000 sec): 3 clusters
  Score: Raw -380894.561889 + Penalty 2701.284283 = -378193.277606
  nChanged 10
		SP:Iteration 49Q (110244.460000 sec): 3 clusters
  Score: Raw -380898.839833 + Penalty 2701.284283 = -378197.555550
  nChanged 4
		SP:Iteration 50Q (110244.530000 sec): 3 clusters
  Score: Raw -380899.956316 + Penalty 2701.284283 = -378198.672033
  nChanged 5
		SP:Iteration 51Q (110244.600000 sec): 3 clusters
  Score: Raw -380901.600394 + Penalty 2701.284283 = -378200.316111
  nChanged 5
		SP:Iteration 52Q (110244.680000 sec): 3 clusters
  Score: Raw -380903.108770 + Penalty 2701.284283 = -378201.824487
  nChanged 2
		SP:Iteration 53Q (110244.750000 sec): 3 clusters
  Score: Raw -380903.693245 + Penalty 2701.284283 = -378202.408962
  nChanged 2
		SP:Iteration 54Q (110244.830000 sec): 3 clusters
  Score: Raw -380904.704841 + Penalty 2701.284283 = -378203.420557
  nChanged 4
		SP:Iteration 55Q (110244.900000 sec): 3 clusters
  Score: Raw -380906.406210 + Penalty 2701.284283 = -378205.121927
  nChanged 2
		SP:Iteration 56Q (110244.980000 sec): 3 clusters
  Score: Raw -380906.790474 + Penalty 2701.284283 = -378205.506191
  nChanged 3
		SP:Iteration 57Q (110245.050000 sec): 3 clusters
  Score: Raw -380907.203744 + Penalty 2701.284283 = -378205.919460
  nChanged 0
		SP:Iteration 58F (110245.120000 sec): 3 clusters
  Score: Raw -380907.203744 + Penalty 2701.284283 = -378205.919460
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110245.260000 sec): 2 clusters
  Score: Raw -1250202.880079 + Penalty 1537.175487 = -1248665.704592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110245.460000 sec): 3 clusters
  Score: Raw -1242744.518773 + Penalty 3074.350974 = -1239670.167800
  nChanged 5656
		SP:Iteration 1F (110245.640000 sec): 3 clusters
  Score: Raw -1245888.237085 + Penalty 3074.350974 = -1242813.886111
  nChanged 760
		SP:Iteration 2F (110245.850000 sec): 3 clusters
  Score: Raw -1246245.661568 + Penalty 3074.350974 = -1243171.310594
  nChanged 701
		SP:Iteration 3F (110246.030000 sec): 3 clusters
  Score: Raw -1246606.185118 + Penalty 3074.350974 = -1243531.834144
  nChanged 717
		SP:Iteration 4F (110246.210000 sec): 3 clusters
  Score: Raw -1247005.814369 + Penalty 3074.350974 = -1243931.463396
  nChanged 703
		SP:Iteration 5F (110246.400000 sec): 3 clusters
  Score: Raw -1247388.293012 + Penalty 3074.350974 = -1244313.942039
  nChanged 663
		SP:Iteration 6F (110246.610000 sec): 3 clusters
  Score: Raw -1247764.823408 + Penalty 3074.350974 = -1244690.472434
  nChanged 636
		SP:Iteration 7Q (110246.830000 sec): 3 clusters
  Score: Raw -1248097.580457 + Penalty 3074.350974 = -1245023.229483
  nChanged 587
		SP:Iteration 8Q (110247.050000 sec): 3 clusters
  Score: Raw -1248389.994079 + Penalty 3074.350974 = -1245315.643105
  nChanged 523
		SP:Iteration 9Q (110247.230000 sec): 3 clusters
  Score: Raw -1248656.906672 + Penalty 3074.350974 = -1245582.555698
  nChanged 463
		SP:Iteration 10Q (110247.430000 sec): 3 clusters
  Score: Raw -1248864.055438 + Penalty 3074.350974 = -1245789.704464
  nChanged 373
		SP:Iteration 11Q (110247.620000 sec): 3 clusters
  Score: Raw -1249017.454153 + Penalty 3074.350974 = -1245943.103179
  nChanged 327
		SP:Iteration 12Q (110247.810000 sec): 3 clusters
  Score: Raw -1249145.765802 + Penalty 3074.350974 = -1246071.414828
  nChanged 316
		SP:Iteration 13Q (110248.010000 sec): 3 clusters
  Score: Raw -1249271.168296 + Penalty 3074.350974 = -1246196.817323
  nChanged 295
		SP:Iteration 14Q (110248.190000 sec): 3 clusters
  Score: Raw -1249390.666964 + Penalty 3074.350974 = -1246316.315990
  nChanged 285
		SP:Iteration 15Q (110248.390000 sec): 3 clusters
  Score: Raw -1249502.525640 + Penalty 3074.350974 = -1246428.174666
  nChanged 265
		SP:Iteration 16Q (110248.570000 sec): 3 clusters
  Score: Raw -1249609.198133 + Penalty 3074.350974 = -1246534.847159
  nChanged 284
		SP:Iteration 17Q (110248.760000 sec): 3 clusters
  Score: Raw -1249733.679289 + Penalty 3074.350974 = -1246659.328315
  nChanged 280
		SP:Iteration 18Q (110248.950000 sec): 3 clusters
  Score: Raw -1249858.539964 + Penalty 3074.350974 = -1246784.188990
  nChanged 291
		SP:Iteration 19Q (110249.140000 sec): 3 clusters
  Score: Raw -1249999.313640 + Penalty 3074.350974 = -1246924.962666
  nChanged 265
		SP:Iteration 20F (110249.350000 sec): 3 clusters
  Score: Raw -1250140.157086 + Penalty 3074.350974 = -1247065.806113
  nChanged 248
		SP:Iteration 21Q (110249.530000 sec): 3 clusters
  Score: Raw -1250265.232841 + Penalty 3074.350974 = -1247190.881867
  nChanged 225
		SP:Iteration 22Q (110249.720000 sec): 3 clusters
  Score: Raw -1250365.575210 + Penalty 3074.350974 = -1247291.224236
  nChanged 186
		SP:Iteration 23Q (110249.900000 sec): 3 clusters
  Score: Raw -1250441.098804 + Penalty 3074.350974 = -1247366.747830
  nChanged 155
		SP:Iteration 24Q (110250.110000 sec): 3 clusters
  Score: Raw -1250499.446939 + Penalty 3074.350974 = -1247425.095966
  nChanged 125
		SP:Iteration 25Q (110250.290000 sec): 3 clusters
  Score: Raw -1250545.935377 + Penalty 3074.350974 = -1247471.584403
  nChanged 84
		SP:Iteration 26Q (110250.470000 sec): 3 clusters
  Score: Raw -1250573.131295 + Penalty 3074.350974 = -1247498.780322
  nChanged 69
		SP:Iteration 27Q (110250.650000 sec): 3 clusters
  Score: Raw -1250602.919696 + Penalty 3074.350974 = -1247528.568722
  nChanged 72
		SP:Iteration 28Q (110250.840000 sec): 3 clusters
  Score: Raw -1250628.048711 + Penalty 3074.350974 = -1247553.697737
  nChanged 62
		SP:Iteration 29Q (110251.020000 sec): 3 clusters
  Score: Raw -1250649.303792 + Penalty 3074.350974 = -1247574.952819
  nChanged 51
		SP:Iteration 30Q (110251.200000 sec): 3 clusters
  Score: Raw -1250664.900082 + Penalty 3074.350974 = -1247590.549109
  nChanged 40
		SP:Iteration 31Q (110251.390000 sec): 3 clusters
  Score: Raw -1250677.511424 + Penalty 3074.350974 = -1247603.160451
  nChanged 32
		SP:Iteration 32Q (110251.560000 sec): 3 clusters
  Score: Raw -1250689.023763 + Penalty 3074.350974 = -1247614.672789
  nChanged 32
		SP:Iteration 33Q (110251.790000 sec): 3 clusters
  Score: Raw -1250703.541420 + Penalty 3074.350974 = -1247629.190446
  nChanged 37
		SP:Iteration 34Q (110251.970000 sec): 3 clusters
  Score: Raw -1250717.782749 + Penalty 3074.350974 = -1247643.431775
  nChanged 28
		SP:Iteration 35Q (110252.150000 sec): 3 clusters
  Score: Raw -1250725.760332 + Penalty 3074.350974 = -1247651.409359
  nChanged 14
		SP:Iteration 36Q (110252.330000 sec): 3 clusters
  Score: Raw -1250729.984930 + Penalty 3074.350974 = -1247655.633956
  nChanged 14
		SP:Iteration 37Q (110252.510000 sec): 3 clusters
  Score: Raw -1250733.263211 + Penalty 3074.350974 = -1247658.912238
  nChanged 9
		SP:Iteration 38Q (110252.690000 sec): 3 clusters
  Score: Raw -1250736.010083 + Penalty 3074.350974 = -1247661.659109
  nChanged 9
		SP:Iteration 39Q (110252.870000 sec): 3 clusters
  Score: Raw -1250739.354411 + Penalty 3074.350974 = -1247665.003438
  nChanged 14
		SP:Iteration 40F (110253.070000 sec): 3 clusters
  Score: Raw -1250744.603522 + Penalty 3074.350974 = -1247670.252548
  nChanged 11
		SP:Iteration 41Q (110253.240000 sec): 3 clusters
  Score: Raw -1250748.941429 + Penalty 3074.350974 = -1247674.590455
  nChanged 12
		SP:Iteration 42Q (110253.420000 sec): 3 clusters
  Score: Raw -1250752.873520 + Penalty 3074.350974 = -1247678.522546
  nChanged 9
		SP:Iteration 43Q (110253.610000 sec): 3 clusters
  Score: Raw -1250755.228891 + Penalty 3074.350974 = -1247680.877917
  nChanged 10
		SP:Iteration 44Q (110253.790000 sec): 3 clusters
  Score: Raw -1250758.828019 + Penalty 3074.350974 = -1247684.477045
  nChanged 6
		SP:Iteration 45Q (110253.970000 sec): 3 clusters
  Score: Raw -1250760.529306 + Penalty 3074.350974 = -1247686.178332
  nChanged 6
		SP:Iteration 46Q (110254.150000 sec): 3 clusters
  Score: Raw -1250762.102470 + Penalty 3074.350974 = -1247687.751496
  nChanged 5
		SP:Iteration 47Q (110254.330000 sec): 3 clusters
  Score: Raw -1250764.210809 + Penalty 3074.350974 = -1247689.859835
  nChanged 6
		SP:Iteration 48Q (110254.510000 sec): 3 clusters
  Score: Raw -1250765.995874 + Penalty 3074.350974 = -1247691.644900
  nChanged 5
		SP:Iteration 49Q (110254.710000 sec): 3 clusters
  Score: Raw -1250767.210563 + Penalty 3074.350974 = -1247692.859589
  nChanged 3
		SP:Iteration 50Q (110254.890000 sec): 3 clusters
  Score: Raw -1250767.705712 + Penalty 3074.350974 = -1247693.354738
  nChanged 0
		SP:Iteration 51F (110255.080000 sec): 3 clusters
  Score: Raw -1250767.705712 + Penalty 3074.350974 = -1247693.354738
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110255.300000 sec): 2 clusters
  Score: Raw -2157359.117366 + Penalty 1616.624899 = -2155742.492467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110255.600000 sec): 3 clusters
  Score: Raw -2144760.876243 + Penalty 3233.249798 = -2141527.626444
  nChanged 9399
		SP:Iteration 1F (110255.880000 sec): 3 clusters
  Score: Raw -2150034.801305 + Penalty 3233.249798 = -2146801.551507
  nChanged 1235
		SP:Iteration 2F (110256.170000 sec): 3 clusters
  Score: Raw -2150638.215349 + Penalty 3233.249798 = -2147404.965550
  nChanged 1347
		SP:Iteration 3F (110256.450000 sec): 3 clusters
  Score: Raw -2151482.264474 + Penalty 3233.249798 = -2148249.014676
  nChanged 1569
		SP:Iteration 4F (110256.740000 sec): 3 clusters
  Score: Raw -2152645.274200 + Penalty 3233.249798 = -2149412.024402
  nChanged 1736
		SP:Iteration 5F (110257.020000 sec): 3 clusters
  Score: Raw -2153986.431426 + Penalty 3233.249798 = -2150753.181628
  nChanged 1550
		SP:Iteration 6F (110257.310000 sec): 3 clusters
  Score: Raw -2155080.154591 + Penalty 3233.249798 = -2151846.904793
  nChanged 1199
		SP:Iteration 7F (110257.590000 sec): 3 clusters
  Score: Raw -2155779.296226 + Penalty 3233.249798 = -2152546.046428
  nChanged 845
		SP:Iteration 8Q (110257.890000 sec): 3 clusters
  Score: Raw -2156204.128031 + Penalty 3233.249798 = -2152970.878232
  nChanged 606
		SP:Iteration 9Q (110258.190000 sec): 3 clusters
  Score: Raw -2156461.459313 + Penalty 3233.249798 = -2153228.209515
  nChanged 444
		SP:Iteration 10Q (110258.440000 sec): 3 clusters
  Score: Raw -2156635.147184 + Penalty 3233.249798 = -2153401.897386
  nChanged 358
		SP:Iteration 11Q (110258.740000 sec): 3 clusters
  Score: Raw -2156765.748090 + Penalty 3233.249798 = -2153532.498292
  nChanged 274
		SP:Iteration 12Q (110259.040000 sec): 3 clusters
  Score: Raw -2156868.090184 + Penalty 3233.249798 = -2153634.840386
  nChanged 265
		SP:Iteration 13Q (110259.300000 sec): 3 clusters
  Score: Raw -2156951.401125 + Penalty 3233.249798 = -2153718.151327
  nChanged 200
		SP:Iteration 14Q (110259.590000 sec): 3 clusters
  Score: Raw -2157010.228026 + Penalty 3233.249798 = -2153776.978227
  nChanged 195
		SP:Iteration 15Q (110259.880000 sec): 3 clusters
  Score: Raw -2157069.618236 + Penalty 3233.249798 = -2153836.368438
  nChanged 182
		SP:Iteration 16Q (110260.130000 sec): 3 clusters
  Score: Raw -2157122.494921 + Penalty 3233.249798 = -2153889.245123
  nChanged 159
		SP:Iteration 17Q (110260.420000 sec): 3 clusters
  Score: Raw -2157166.528498 + Penalty 3233.249798 = -2153933.278700
  nChanged 162
		SP:Iteration 18Q (110260.710000 sec): 3 clusters
  Score: Raw -2157210.847979 + Penalty 3233.249798 = -2153977.598181
  nChanged 160
		SP:Iteration 19Q (110261.000000 sec): 3 clusters
  Score: Raw -2157250.358778 + Penalty 3233.249798 = -2154017.108980
  nChanged 134
		SP:Iteration 20F (110261.280000 sec): 3 clusters
  Score: Raw -2157283.024420 + Penalty 3233.249798 = -2154049.774622
  nChanged 128
		SP:Iteration 21Q (110261.570000 sec): 3 clusters
  Score: Raw -2157312.684187 + Penalty 3233.249798 = -2154079.434389
  nChanged 110
		SP:Iteration 22Q (110261.850000 sec): 3 clusters
  Score: Raw -2157336.635859 + Penalty 3233.249798 = -2154103.386060
  nChanged 99
		SP:Iteration 23Q (110262.130000 sec): 3 clusters
  Score: Raw -2157355.941898 + Penalty 3233.249798 = -2154122.692099
  nChanged 93
		SP:Iteration 24Q (110262.420000 sec): 3 clusters
  Score: Raw -2157374.638045 + Penalty 3233.249798 = -2154141.388246
  nChanged 73
		SP:Iteration 25Q (110262.700000 sec): 3 clusters
  Score: Raw -2157390.312983 + Penalty 3233.249798 = -2154157.063184
  nChanged 81
		SP:Iteration 26Q (110262.980000 sec): 3 clusters
  Score: Raw -2157407.117986 + Penalty 3233.249798 = -2154173.868187
  nChanged 72
		SP:Iteration 27Q (110263.260000 sec): 3 clusters
  Score: Raw -2157420.705468 + Penalty 3233.249798 = -2154187.455669
  nChanged 58
		SP:Iteration 28Q (110263.540000 sec): 3 clusters
  Score: Raw -2157430.819000 + Penalty 3233.249798 = -2154197.569202
  nChanged 48
		SP:Iteration 29Q (110263.810000 sec): 3 clusters
  Score: Raw -2157442.003782 + Penalty 3233.249798 = -2154208.753984
  nChanged 55
		SP:Iteration 30Q (110264.090000 sec): 3 clusters
  Score: Raw -2157454.272289 + Penalty 3233.249798 = -2154221.022490
  nChanged 48
		SP:Iteration 31Q (110264.370000 sec): 3 clusters
  Score: Raw -2157463.207729 + Penalty 3233.249798 = -2154229.957931
  nChanged 49
		SP:Iteration 32Q (110264.620000 sec): 3 clusters
  Score: Raw -2157470.985931 + Penalty 3233.249798 = -2154237.736132
  nChanged 44
		SP:Iteration 33Q (110264.860000 sec): 3 clusters
  Score: Raw -2157477.243292 + Penalty 3233.249798 = -2154243.993493
  nChanged 42
		SP:Iteration 34Q (110265.120000 sec): 3 clusters
  Score: Raw -2157483.879555 + Penalty 3233.249798 = -2154250.629757
  nChanged 44
		SP:Iteration 35Q (110265.360000 sec): 3 clusters
  Score: Raw -2157491.252557 + Penalty 3233.249798 = -2154258.002759
  nChanged 44
		SP:Iteration 36Q (110265.640000 sec): 3 clusters
  Score: Raw -2157497.523000 + Penalty 3233.249798 = -2154264.273202
  nChanged 40
		SP:Iteration 37Q (110265.870000 sec): 3 clusters
  Score: Raw -2157502.736711 + Penalty 3233.249798 = -2154269.486913
  nChanged 37
		SP:Iteration 38Q (110266.120000 sec): 3 clusters
  Score: Raw -2157508.949321 + Penalty 3233.249798 = -2154275.699523
  nChanged 35
		SP:Iteration 39Q (110266.350000 sec): 3 clusters
  Score: Raw -2157514.695446 + Penalty 3233.249798 = -2154281.445648
  nChanged 40
		SP:Iteration 40F (110266.630000 sec): 3 clusters
  Score: Raw -2157520.662527 + Penalty 3233.249798 = -2154287.412729
  nChanged 34
		SP:Iteration 41Q (110266.900000 sec): 3 clusters
  Score: Raw -2157525.040046 + Penalty 3233.249798 = -2154291.790247
  nChanged 21
		SP:Iteration 42Q (110267.130000 sec): 3 clusters
  Score: Raw -2157527.547615 + Penalty 3233.249798 = -2154294.297816
  nChanged 20
		SP:Iteration 43Q (110267.390000 sec): 3 clusters
  Score: Raw -2157530.219819 + Penalty 3233.249798 = -2154296.970020
  nChanged 20
		SP:Iteration 44Q (110267.630000 sec): 3 clusters
  Score: Raw -2157533.293191 + Penalty 3233.249798 = -2154300.043392
  nChanged 17
		SP:Iteration 45Q (110267.900000 sec): 3 clusters
  Score: Raw -2157536.274348 + Penalty 3233.249798 = -2154303.024549
  nChanged 17
		SP:Iteration 46Q (110268.180000 sec): 3 clusters
  Score: Raw -2157538.083044 + Penalty 3233.249798 = -2154304.833245
  nChanged 14
		SP:Iteration 47Q (110268.410000 sec): 3 clusters
  Score: Raw -2157539.806831 + Penalty 3233.249798 = -2154306.557033
  nChanged 17
		SP:Iteration 48Q (110268.670000 sec): 3 clusters
  Score: Raw -2157541.727667 + Penalty 3233.249798 = -2154308.477868
  nChanged 15
		SP:Iteration 49Q (110268.930000 sec): 3 clusters
  Score: Raw -2157543.124484 + Penalty 3233.249798 = -2154309.874686
  nChanged 10
		SP:Iteration 50Q (110269.200000 sec): 3 clusters
  Score: Raw -2157544.023559 + Penalty 3233.249798 = -2154310.773761
  nChanged 6
		SP:Iteration 51Q (110269.480000 sec): 3 clusters
  Score: Raw -2157544.878711 + Penalty 3233.249798 = -2154311.628912
  nChanged 6
		SP:Iteration 52Q (110269.750000 sec): 3 clusters
  Score: Raw -2157545.417599 + Penalty 3233.249798 = -2154312.167800
  nChanged 4
		SP:Iteration 53Q (110270.020000 sec): 3 clusters
  Score: Raw -2157546.047784 + Penalty 3233.249798 = -2154312.797985
  nChanged 9
		SP:Iteration 54Q (110270.280000 sec): 3 clusters
  Score: Raw -2157547.424373 + Penalty 3233.249798 = -2154314.174575
  nChanged 7
		SP:Iteration 55Q (110270.510000 sec): 3 clusters
  Score: Raw -2157548.236446 + Penalty 3233.249798 = -2154314.986648
  nChanged 4
		SP:Iteration 56Q (110270.770000 sec): 3 clusters
  Score: Raw -2157548.558450 + Penalty 3233.249798 = -2154315.308651
  nChanged 4
		SP:Iteration 57Q (110271.000000 sec): 3 clusters
  Score: Raw -2157549.049201 + Penalty 3233.249798 = -2154315.799403
  nChanged 4
		SP:Iteration 58Q (110271.240000 sec): 3 clusters
  Score: Raw -2157549.618393 + Penalty 3233.249798 = -2154316.368594
  nChanged 5
		SP:Iteration 59Q (110271.500000 sec): 3 clusters
  Score: Raw -2157549.974398 + Penalty 3233.249798 = -2154316.724600
  nChanged 4
		SP:Iteration 60F (110271.770000 sec): 3 clusters
  Score: Raw -2157550.434874 + Penalty 3233.249798 = -2154317.185075
  nChanged 6
		SP:Iteration 61Q (110272.000000 sec): 3 clusters
  Score: Raw -2157550.864012 + Penalty 3233.249798 = -2154317.614214
  nChanged 2
		SP:Iteration 62Q (110272.280000 sec): 3 clusters
  Score: Raw -2157551.260213 + Penalty 3233.249798 = -2154318.010415
  nChanged 5
		SP:Iteration 63Q (110272.550000 sec): 3 clusters
  Score: Raw -2157551.925769 + Penalty 3233.249798 = -2154318.675971
  nChanged 7
		SP:Iteration 64Q (110272.780000 sec): 3 clusters
  Score: Raw -2157552.827830 + Penalty 3233.249798 = -2154319.578031
  nChanged 11
		SP:Iteration 65Q (110273.040000 sec): 3 clusters
  Score: Raw -2157554.605568 + Penalty 3233.249798 = -2154321.355769
  nChanged 19
		SP:Iteration 66Q (110273.270000 sec): 3 clusters
  Score: Raw -2157557.895711 + Penalty 3233.249798 = -2154324.645913
  nChanged 17
		SP:Iteration 67Q (110273.540000 sec): 3 clusters
  Score: Raw -2157560.430019 + Penalty 3233.249798 = -2154327.180220
  nChanged 10
		SP:Iteration 68Q (110273.780000 sec): 3 clusters
  Score: Raw -2157562.177497 + Penalty 3233.249798 = -2154328.927698
  nChanged 10
		SP:Iteration 69Q (110274.030000 sec): 3 clusters
  Score: Raw -2157563.562327 + Penalty 3233.249798 = -2154330.312529
  nChanged 6
		SP:Iteration 70Q (110274.290000 sec): 3 clusters
  Score: Raw -2157564.463661 + Penalty 3233.249798 = -2154331.213862
  nChanged 8
		SP:Iteration 71Q (110274.570000 sec): 3 clusters
  Score: Raw -2157565.465424 + Penalty 3233.249798 = -2154332.215626
  nChanged 6
		SP:Iteration 72Q (110274.840000 sec): 3 clusters
  Score: Raw -2157566.308232 + Penalty 3233.249798 = -2154333.058434
  nChanged 9
		SP:Iteration 73Q (110275.110000 sec): 3 clusters
  Score: Raw -2157567.594658 + Penalty 3233.249798 = -2154334.344860
  nChanged 12
		SP:Iteration 74Q (110275.380000 sec): 3 clusters
  Score: Raw -2157569.012406 + Penalty 3233.249798 = -2154335.762608
  nChanged 10
		SP:Iteration 75Q (110275.650000 sec): 3 clusters
  Score: Raw -2157570.405137 + Penalty 3233.249798 = -2154337.155339
  nChanged 13
		SP:Iteration 76Q (110275.890000 sec): 3 clusters
  Score: Raw -2157572.084264 + Penalty 3233.249798 = -2154338.834466
  nChanged 9
		SP:Iteration 77Q (110276.150000 sec): 3 clusters
  Score: Raw -2157573.054378 + Penalty 3233.249798 = -2154339.804579
  nChanged 3
		SP:Iteration 78Q (110276.380000 sec): 3 clusters
  Score: Raw -2157573.243750 + Penalty 3233.249798 = -2154339.993952
  nChanged 2
		SP:Iteration 79Q (110276.650000 sec): 3 clusters
  Score: Raw -2157573.466536 + Penalty 3233.249798 = -2154340.216737
  nChanged 3
		SP:Iteration 80F (110276.900000 sec): 3 clusters
  Score: Raw -2157573.746106 + Penalty 3233.249798 = -2154340.496308
  nChanged 2
		SP:Iteration 81Q (110277.130000 sec): 3 clusters
  Score: Raw -2157573.900437 + Penalty 3233.249798 = -2154340.650639
  nChanged 0
		SP:Iteration 82F (110277.410000 sec): 3 clusters
  Score: Raw -2157573.900437 + Penalty 3233.249798 = -2154340.650639
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110277.510000 sec): 2 clusters
  Score: Raw -889136.692847 + Penalty 1468.927208 = -887667.765639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110277.660000 sec): 3 clusters
  Score: Raw -884452.635187 + Penalty 2937.854417 = -881514.780770
  nChanged 3581
		SP:Iteration 1F (110277.790000 sec): 3 clusters
  Score: Raw -886379.624639 + Penalty 2937.854417 = -883441.770222
  nChanged 552
		SP:Iteration 2F (110277.910000 sec): 3 clusters
  Score: Raw -886673.084036 + Penalty 2937.854417 = -883735.229619
  nChanged 471
		SP:Iteration 3F (110278.040000 sec): 3 clusters
  Score: Raw -886935.186295 + Penalty 2937.854417 = -883997.331878
  nChanged 449
		SP:Iteration 4F (110278.180000 sec): 3 clusters
  Score: Raw -887208.103921 + Penalty 2937.854417 = -884270.249505
  nChanged 470
		SP:Iteration 5F (110278.320000 sec): 3 clusters
  Score: Raw -887533.246543 + Penalty 2937.854417 = -884595.392126
  nChanged 487
		SP:Iteration 6F (110278.450000 sec): 3 clusters
  Score: Raw -887886.501203 + Penalty 2937.854417 = -884948.646786
  nChanged 454
		SP:Iteration 7F (110278.590000 sec): 3 clusters
  Score: Raw -888236.273308 + Penalty 2937.854417 = -885298.418891
  nChanged 487
		SP:Iteration 8F (110278.730000 sec): 3 clusters
  Score: Raw -888652.149811 + Penalty 2937.854417 = -885714.295394
  nChanged 415
		SP:Iteration 9Q (110278.870000 sec): 3 clusters
  Score: Raw -889051.224373 + Penalty 2937.854417 = -886113.369957
  nChanged 326
		SP:Iteration 10Q (110279.000000 sec): 3 clusters
  Score: Raw -889414.026188 + Penalty 2937.854417 = -886476.171772
  nChanged 243
		SP:Iteration 11Q (110279.120000 sec): 3 clusters
  Score: Raw -889708.561730 + Penalty 2937.854417 = -886770.707313
  nChanged 154
		SP:Iteration 12Q (110279.250000 sec): 3 clusters
  Score: Raw -889883.940493 + Penalty 2937.854417 = -886946.086077
  nChanged 100
		SP:Iteration 13Q (110279.380000 sec): 3 clusters
  Score: Raw -889956.624944 + Penalty 2937.854417 = -887018.770527
  nChanged 64
		SP:Iteration 14Q (110279.510000 sec): 3 clusters
  Score: Raw -889989.248850 + Penalty 2937.854417 = -887051.394433
  nChanged 31
		SP:Iteration 15Q (110279.650000 sec): 3 clusters
  Score: Raw -890003.210591 + Penalty 2937.854417 = -887065.356174
  nChanged 23
		SP:Iteration 16Q (110279.780000 sec): 3 clusters
  Score: Raw -890010.799821 + Penalty 2937.854417 = -887072.945405
  nChanged 10
		SP:Iteration 17Q (110279.910000 sec): 3 clusters
  Score: Raw -890013.553129 + Penalty 2937.854417 = -887075.698712
  nChanged 5
		SP:Iteration 18Q (110280.040000 sec): 3 clusters
  Score: Raw -890015.968868 + Penalty 2937.854417 = -887078.114451
  nChanged 7
		SP:Iteration 19Q (110280.170000 sec): 3 clusters
  Score: Raw -890019.045143 + Penalty 2937.854417 = -887081.190727
  nChanged 7
		SP:Iteration 20F (110280.310000 sec): 3 clusters
  Score: Raw -890021.847777 + Penalty 2937.854417 = -887083.993360
  nChanged 6
		SP:Iteration 21Q (110280.440000 sec): 3 clusters
  Score: Raw -890024.412415 + Penalty 2937.854417 = -887086.557998
  nChanged 8
		SP:Iteration 22Q (110280.550000 sec): 3 clusters
  Score: Raw -890027.400306 + Penalty 2937.854417 = -887089.545889
  nChanged 6
		SP:Iteration 23Q (110280.680000 sec): 3 clusters
  Score: Raw -890029.077583 + Penalty 2937.854417 = -887091.223167
  nChanged 3
		SP:Iteration 24Q (110280.810000 sec): 3 clusters
  Score: Raw -890030.285596 + Penalty 2937.854417 = -887092.431180
  nChanged 3
		SP:Iteration 25Q (110280.950000 sec): 3 clusters
  Score: Raw -890031.140177 + Penalty 2937.854417 = -887093.285761
  nChanged 2
		SP:Iteration 26Q (110281.080000 sec): 3 clusters
  Score: Raw -890032.068453 + Penalty 2937.854417 = -887094.214036
  nChanged 0
		SP:Iteration 27F (110281.210000 sec): 3 clusters
  Score: Raw -890032.068453 + Penalty 2937.854417 = -887094.214036
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110281.330000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110281.460000 sec): 3 clusters
  Score: Raw -655034.683461 + Penalty 2842.424364 = -652192.259097
  nChanged 2644
		SP:Iteration 1F (110281.570000 sec): 3 clusters
  Score: Raw -656560.437836 + Penalty 2842.424364 = -653718.013472
  nChanged 474
		SP:Iteration 2F (110281.680000 sec): 3 clusters
  Score: Raw -656914.357904 + Penalty 2842.424364 = -654071.933540
  nChanged 420
		SP:Iteration 3F (110281.790000 sec): 3 clusters
  Score: Raw -657192.664219 + Penalty 2842.424364 = -654350.239854
  nChanged 350
		SP:Iteration 4F (110281.900000 sec): 3 clusters
  Score: Raw -657398.709532 + Penalty 2842.424364 = -654556.285167
  nChanged 311
		SP:Iteration 5Q (110282.020000 sec): 3 clusters
  Score: Raw -657585.898999 + Penalty 2842.424364 = -654743.474634
  nChanged 313
		SP:Iteration 6Q (110282.130000 sec): 3 clusters
  Score: Raw -657771.485103 + Penalty 2842.424364 = -654929.060739
  nChanged 274
		SP:Iteration 7Q (110282.240000 sec): 3 clusters
  Score: Raw -657942.613753 + Penalty 2842.424364 = -655100.189388
  nChanged 248
		SP:Iteration 8Q (110282.360000 sec): 3 clusters
  Score: Raw -658106.253733 + Penalty 2842.424364 = -655263.829369
  nChanged 225
		SP:Iteration 9Q (110282.470000 sec): 3 clusters
  Score: Raw -658258.209540 + Penalty 2842.424364 = -655415.785176
  nChanged 198
		SP:Iteration 10Q (110282.590000 sec): 3 clusters
  Score: Raw -658390.318886 + Penalty 2842.424364 = -655547.894522
  nChanged 174
		SP:Iteration 11Q (110282.700000 sec): 3 clusters
  Score: Raw -658497.402041 + Penalty 2842.424364 = -655654.977676
  nChanged 135
		SP:Iteration 12Q (110282.810000 sec): 3 clusters
  Score: Raw -658570.617542 + Penalty 2842.424364 = -655728.193178
  nChanged 121
		SP:Iteration 13Q (110282.930000 sec): 3 clusters
  Score: Raw -658638.599544 + Penalty 2842.424364 = -655796.175179
  nChanged 94
		SP:Iteration 14Q (110283.030000 sec): 3 clusters
  Score: Raw -658686.975613 + Penalty 2842.424364 = -655844.551249
  nChanged 80
		SP:Iteration 15Q (110283.150000 sec): 3 clusters
  Score: Raw -658728.164447 + Penalty 2842.424364 = -655885.740083
  nChanged 74
		SP:Iteration 16Q (110283.250000 sec): 3 clusters
  Score: Raw -658764.903653 + Penalty 2842.424364 = -655922.479289
  nChanged 57
		SP:Iteration 17Q (110283.370000 sec): 3 clusters
  Score: Raw -658791.082905 + Penalty 2842.424364 = -655948.658540
  nChanged 56
		SP:Iteration 18Q (110283.470000 sec): 3 clusters
  Score: Raw -658814.974264 + Penalty 2842.424364 = -655972.549899
  nChanged 42
		SP:Iteration 19Q (110283.570000 sec): 3 clusters
  Score: Raw -658832.807487 + Penalty 2842.424364 = -655990.383123
  nChanged 42
		SP:Iteration 20F (110283.690000 sec): 3 clusters
  Score: Raw -658851.159993 + Penalty 2842.424364 = -656008.735629
  nChanged 30
		SP:Iteration 21Q (110283.790000 sec): 3 clusters
  Score: Raw -658861.631379 + Penalty 2842.424364 = -656019.207014
  nChanged 23
		SP:Iteration 22Q (110283.900000 sec): 3 clusters
  Score: Raw -658869.088880 + Penalty 2842.424364 = -656026.664516
  nChanged 12
		SP:Iteration 23Q (110284.010000 sec): 3 clusters
  Score: Raw -658873.037347 + Penalty 2842.424364 = -656030.612983
  nChanged 17
		SP:Iteration 24Q (110284.120000 sec): 3 clusters
  Score: Raw -658879.187922 + Penalty 2842.424364 = -656036.763557
  nChanged 17
		SP:Iteration 25Q (110284.230000 sec): 3 clusters
  Score: Raw -658884.393095 + Penalty 2842.424364 = -656041.968731
  nChanged 11
		SP:Iteration 26Q (110284.330000 sec): 3 clusters
  Score: Raw -658887.779107 + Penalty 2842.424364 = -656045.354743
  nChanged 13
		SP:Iteration 27Q (110284.440000 sec): 3 clusters
  Score: Raw -658891.960502 + Penalty 2842.424364 = -656049.536137
  nChanged 7
		SP:Iteration 28Q (110284.550000 sec): 3 clusters
  Score: Raw -658894.103277 + Penalty 2842.424364 = -656051.678913
  nChanged 8
		SP:Iteration 29Q (110284.660000 sec): 3 clusters
  Score: Raw -658896.628860 + Penalty 2842.424364 = -656054.204495
  nChanged 9
		SP:Iteration 30Q (110284.770000 sec): 3 clusters
  Score: Raw -658899.400479 + Penalty 2842.424364 = -656056.976114
  nChanged 8
		SP:Iteration 31Q (110284.870000 sec): 3 clusters
  Score: Raw -658901.848105 + Penalty 2842.424364 = -656059.423741
  nChanged 5
		SP:Iteration 32Q (110284.980000 sec): 3 clusters
  Score: Raw -658903.512924 + Penalty 2842.424364 = -656061.088560
  nChanged 7
		SP:Iteration 33Q (110285.090000 sec): 3 clusters
  Score: Raw -658905.154073 + Penalty 2842.424364 = -656062.729709
  nChanged 7
		SP:Iteration 34Q (110285.190000 sec): 3 clusters
  Score: Raw -658907.565923 + Penalty 2842.424364 = -656065.141558
  nChanged 9
		SP:Iteration 35Q (110285.300000 sec): 3 clusters
  Score: Raw -658910.742011 + Penalty 2842.424364 = -656068.317647
  nChanged 11
		SP:Iteration 36Q (110285.410000 sec): 3 clusters
  Score: Raw -658916.464522 + Penalty 2842.424364 = -656074.040158
  nChanged 19
		SP:Iteration 37Q (110285.520000 sec): 3 clusters
  Score: Raw -658925.023128 + Penalty 2842.424364 = -656082.598764
  nChanged 8
		SP:Iteration 38Q (110285.630000 sec): 3 clusters
  Score: Raw -658927.592560 + Penalty 2842.424364 = -656085.168195
  nChanged 7
		SP:Iteration 39Q (110285.730000 sec): 3 clusters
  Score: Raw -658930.375620 + Penalty 2842.424364 = -656087.951255
  nChanged 6
		SP:Iteration 40F (110285.840000 sec): 3 clusters
  Score: Raw -658933.041991 + Penalty 2842.424364 = -656090.617626
  nChanged 7
		SP:Iteration 41Q (110285.950000 sec): 3 clusters
  Score: Raw -658935.222895 + Penalty 2842.424364 = -656092.798531
  nChanged 8
		SP:Iteration 42Q (110286.060000 sec): 3 clusters
  Score: Raw -658938.022726 + Penalty 2842.424364 = -656095.598362
  nChanged 8
		SP:Iteration 43Q (110286.170000 sec): 3 clusters
  Score: Raw -658941.771891 + Penalty 2842.424364 = -656099.347527
  nChanged 12
		SP:Iteration 44Q (110286.270000 sec): 3 clusters
  Score: Raw -658946.100694 + Penalty 2842.424364 = -656103.676330
  nChanged 14
		SP:Iteration 45Q (110286.380000 sec): 3 clusters
  Score: Raw -658950.952493 + Penalty 2842.424364 = -656108.528129
  nChanged 9
		SP:Iteration 46Q (110286.490000 sec): 3 clusters
  Score: Raw -658954.459565 + Penalty 2842.424364 = -656112.035201
  nChanged 6
		SP:Iteration 47Q (110286.590000 sec): 3 clusters
  Score: Raw -658956.304722 + Penalty 2842.424364 = -656113.880358
  nChanged 6
		SP:Iteration 48Q (110286.700000 sec): 3 clusters
  Score: Raw -658958.395116 + Penalty 2842.424364 = -656115.970751
  nChanged 9
		SP:Iteration 49Q (110286.810000 sec): 3 clusters
  Score: Raw -658962.169546 + Penalty 2842.424364 = -656119.745182
  nChanged 5
		SP:Iteration 50Q (110286.910000 sec): 3 clusters
  Score: Raw -658964.127182 + Penalty 2842.424364 = -656121.702817
  nChanged 3
		SP:Iteration 51Q (110287.020000 sec): 3 clusters
  Score: Raw -658964.644829 + Penalty 2842.424364 = -656122.220465
  nChanged 1
		SP:Iteration 52Q (110287.130000 sec): 3 clusters
  Score: Raw -658964.896704 + Penalty 2842.424364 = -656122.472339
  nChanged 1
		SP:Iteration 53Q (110287.230000 sec): 3 clusters
  Score: Raw -658965.407414 + Penalty 2842.424364 = -656122.983050
  nChanged 2
		SP:Iteration 54Q (110287.340000 sec): 3 clusters
  Score: Raw -658965.798237 + Penalty 2842.424364 = -656123.373873
  nChanged 0
		SP:Iteration 55F (110287.450000 sec): 3 clusters
  Score: Raw -658965.798237 + Penalty 2842.424364 = -656123.373873
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (7844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110287.550000 sec): 2 clusters
  Score: Raw -719402.784756 + Penalty 1457.219430 = -717945.565325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110287.710000 sec): 3 clusters
  Score: Raw -715189.634599 + Penalty 2914.438861 = -712275.195738
  nChanged 3264
		SP:Iteration 1F (110287.830000 sec): 3 clusters
  Score: Raw -717131.008134 + Penalty 2914.438861 = -714216.569273
  nChanged 585
		SP:Iteration 2F (110287.950000 sec): 3 clusters
  Score: Raw -717534.434587 + Penalty 2914.438861 = -714619.995726
  nChanged 516
		SP:Iteration 3F (110288.080000 sec): 3 clusters
  Score: Raw -717877.628460 + Penalty 2914.438861 = -714963.189599
  nChanged 465
		SP:Iteration 4F (110288.210000 sec): 3 clusters
  Score: Raw -718176.417588 + Penalty 2914.438861 = -715261.978727
  nChanged 420
		SP:Iteration 5F (110288.340000 sec): 3 clusters
  Score: Raw -718503.309696 + Penalty 2914.438861 = -715588.870835
  nChanged 383
		SP:Iteration 6Q (110288.470000 sec): 3 clusters
  Score: Raw -718836.004329 + Penalty 2914.438861 = -715921.565468
  nChanged 321
		SP:Iteration 7Q (110288.600000 sec): 3 clusters
  Score: Raw -719164.452670 + Penalty 2914.438861 = -716250.013809
  nChanged 278
		SP:Iteration 8Q (110288.730000 sec): 3 clusters
  Score: Raw -719420.219852 + Penalty 2914.438861 = -716505.780992
  nChanged 198
		SP:Iteration 9Q (110288.860000 sec): 3 clusters
  Score: Raw -719587.838913 + Penalty 2914.438861 = -716673.400052
  nChanged 155
		SP:Iteration 10Q (110288.990000 sec): 3 clusters
  Score: Raw -719718.051190 + Penalty 2914.438861 = -716803.612329
  nChanged 122
		SP:Iteration 11Q (110289.110000 sec): 3 clusters
  Score: Raw -719804.141515 + Penalty 2914.438861 = -716889.702654
  nChanged 97
		SP:Iteration 12Q (110289.230000 sec): 3 clusters
  Score: Raw -719860.169832 + Penalty 2914.438861 = -716945.730971
  nChanged 82
		SP:Iteration 13Q (110289.350000 sec): 3 clusters
  Score: Raw -719904.303853 + Penalty 2914.438861 = -716989.864993
  nChanged 62
		SP:Iteration 14Q (110289.470000 sec): 3 clusters
  Score: Raw -719931.091243 + Penalty 2914.438861 = -717016.652382
  nChanged 41
		SP:Iteration 15Q (110289.590000 sec): 3 clusters
  Score: Raw -719946.871414 + Penalty 2914.438861 = -717032.432553
  nChanged 36
		SP:Iteration 16Q (110289.720000 sec): 3 clusters
  Score: Raw -719961.655292 + Penalty 2914.438861 = -717047.216431
  nChanged 29
		SP:Iteration 17Q (110289.840000 sec): 3 clusters
  Score: Raw -719972.468630 + Penalty 2914.438861 = -717058.029769
  nChanged 21
		SP:Iteration 18Q (110289.960000 sec): 3 clusters
  Score: Raw -719977.753691 + Penalty 2914.438861 = -717063.314830
  nChanged 19
		SP:Iteration 19Q (110290.080000 sec): 3 clusters
  Score: Raw -719983.309782 + Penalty 2914.438861 = -717068.870921
  nChanged 12
		SP:Iteration 20F (110290.210000 sec): 3 clusters
  Score: Raw -719987.034319 + Penalty 2914.438861 = -717072.595458
  nChanged 12
		SP:Iteration 21Q (110290.330000 sec): 3 clusters
  Score: Raw -719991.639674 + Penalty 2914.438861 = -717077.200813
  nChanged 10
		SP:Iteration 22Q (110290.450000 sec): 3 clusters
  Score: Raw -719993.502870 + Penalty 2914.438861 = -717079.064009
  nChanged 8
		SP:Iteration 23Q (110290.580000 sec): 3 clusters
  Score: Raw -719995.043332 + Penalty 2914.438861 = -717080.604471
  nChanged 4
		SP:Iteration 24Q (110290.700000 sec): 3 clusters
  Score: Raw -719996.122815 + Penalty 2914.438861 = -717081.683954
  nChanged 6
		SP:Iteration 25Q (110290.820000 sec): 3 clusters
  Score: Raw -719997.751583 + Penalty 2914.438861 = -717083.312722
  nChanged 5
		SP:Iteration 26Q (110290.940000 sec): 3 clusters
  Score: Raw -719999.517322 + Penalty 2914.438861 = -717085.078461
  nChanged 6
		SP:Iteration 27Q (110291.060000 sec): 3 clusters
  Score: Raw -720000.987337 + Penalty 2914.438861 = -717086.548476
  nChanged 3
		SP:Iteration 28Q (110291.190000 sec): 3 clusters
  Score: Raw -720001.622067 + Penalty 2914.438861 = -717087.183206
  nChanged 3
		SP:Iteration 29Q (110291.310000 sec): 3 clusters
  Score: Raw -720002.215297 + Penalty 2914.438861 = -717087.776436
  nChanged 2
		SP:Iteration 30Q (110291.440000 sec): 3 clusters
  Score: Raw -720002.531444 + Penalty 2914.438861 = -717088.092583
  nChanged 1
		SP:Iteration 31Q (110291.560000 sec): 3 clusters
  Score: Raw -720002.739719 + Penalty 2914.438861 = -717088.300858
  nChanged 1
		SP:Iteration 32Q (110291.680000 sec): 3 clusters
  Score: Raw -720002.898484 + Penalty 2914.438861 = -717088.459623
  nChanged 2
		SP:Iteration 33Q (110291.800000 sec): 3 clusters
  Score: Raw -720003.244498 + Penalty 2914.438861 = -717088.805637
  nChanged 0
		SP:Iteration 34F (110291.940000 sec): 3 clusters
  Score: Raw -720003.244498 + Penalty 2914.438861 = -717088.805637
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110292.030000 sec): 2 clusters
  Score: Raw -502769.852370 + Penalty 1391.569415 = -501378.282954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110292.120000 sec): 3 clusters
  Score: Raw -500032.007212 + Penalty 2783.138831 = -497248.868381
  nChanged 2121
		SP:Iteration 1F (110292.220000 sec): 3 clusters
  Score: Raw -501272.209968 + Penalty 2783.138831 = -498489.071138
  nChanged 397
		SP:Iteration 2F (110292.320000 sec): 3 clusters
  Score: Raw -501529.806256 + Penalty 2783.138831 = -498746.667426
  nChanged 334
		SP:Iteration 3F (110292.420000 sec): 3 clusters
  Score: Raw -501733.666014 + Penalty 2783.138831 = -498950.527184
  nChanged 262
		SP:Iteration 4F (110292.520000 sec): 3 clusters
  Score: Raw -501884.224774 + Penalty 2783.138831 = -499101.085944
  nChanged 211
		SP:Iteration 5Q (110292.630000 sec): 3 clusters
  Score: Raw -501999.433189 + Penalty 2783.138831 = -499216.294358
  nChanged 191
		SP:Iteration 6Q (110292.730000 sec): 3 clusters
  Score: Raw -502107.981898 + Penalty 2783.138831 = -499324.843067
  nChanged 164
		SP:Iteration 7Q (110292.830000 sec): 3 clusters
  Score: Raw -502192.107919 + Penalty 2783.138831 = -499408.969089
  nChanged 144
		SP:Iteration 8Q (110292.940000 sec): 3 clusters
  Score: Raw -502252.209531 + Penalty 2783.138831 = -499469.070701
  nChanged 116
		SP:Iteration 9Q (110293.040000 sec): 3 clusters
  Score: Raw -502307.798773 + Penalty 2783.138831 = -499524.659942
  nChanged 142
		SP:Iteration 10Q (110293.140000 sec): 3 clusters
  Score: Raw -502380.413542 + Penalty 2783.138831 = -499597.274712
  nChanged 108
		SP:Iteration 11Q (110293.240000 sec): 3 clusters
  Score: Raw -502423.143454 + Penalty 2783.138831 = -499640.004623
  nChanged 91
		SP:Iteration 12Q (110293.340000 sec): 3 clusters
  Score: Raw -502456.332508 + Penalty 2783.138831 = -499673.193678
  nChanged 69
		SP:Iteration 13Q (110293.440000 sec): 3 clusters
  Score: Raw -502482.486309 + Penalty 2783.138831 = -499699.347479
  nChanged 63
		SP:Iteration 14Q (110293.550000 sec): 3 clusters
  Score: Raw -502503.409451 + Penalty 2783.138831 = -499720.270620
  nChanged 61
		SP:Iteration 15Q (110293.650000 sec): 3 clusters
  Score: Raw -502522.970885 + Penalty 2783.138831 = -499739.832054
  nChanged 47
		SP:Iteration 16Q (110293.750000 sec): 3 clusters
  Score: Raw -502537.296706 + Penalty 2783.138831 = -499754.157876
  nChanged 51
		SP:Iteration 17Q (110293.850000 sec): 3 clusters
  Score: Raw -502554.784341 + Penalty 2783.138831 = -499771.645511
  nChanged 48
		SP:Iteration 18Q (110293.960000 sec): 3 clusters
  Score: Raw -502572.177383 + Penalty 2783.138831 = -499789.038552
  nChanged 52
		SP:Iteration 19Q (110294.060000 sec): 3 clusters
  Score: Raw -502590.999063 + Penalty 2783.138831 = -499807.860232
  nChanged 47
		SP:Iteration 20F (110294.160000 sec): 3 clusters
  Score: Raw -502608.247593 + Penalty 2783.138831 = -499825.108762
  nChanged 40
		SP:Iteration 21Q (110294.260000 sec): 3 clusters
  Score: Raw -502623.323231 + Penalty 2783.138831 = -499840.184401
  nChanged 41
		SP:Iteration 22Q (110294.360000 sec): 3 clusters
  Score: Raw -502637.600957 + Penalty 2783.138831 = -499854.462126
  nChanged 38
		SP:Iteration 23Q (110294.460000 sec): 3 clusters
  Score: Raw -502652.145192 + Penalty 2783.138831 = -499869.006362
  nChanged 36
		SP:Iteration 24Q (110294.560000 sec): 3 clusters
  Score: Raw -502665.287410 + Penalty 2783.138831 = -499882.148580
  nChanged 35
		SP:Iteration 25Q (110294.660000 sec): 3 clusters
  Score: Raw -502682.012173 + Penalty 2783.138831 = -499898.873343
  nChanged 30
		SP:Iteration 26Q (110294.770000 sec): 3 clusters
  Score: Raw -502692.560505 + Penalty 2783.138831 = -499909.421674
  nChanged 29
		SP:Iteration 27Q (110294.870000 sec): 3 clusters
  Score: Raw -502704.012780 + Penalty 2783.138831 = -499920.873950
  nChanged 30
		SP:Iteration 28Q (110294.970000 sec): 3 clusters
  Score: Raw -502715.511643 + Penalty 2783.138831 = -499932.372813
  nChanged 47
		SP:Iteration 29Q (110295.070000 sec): 3 clusters
  Score: Raw -502732.488625 + Penalty 2783.138831 = -499949.349794
  nChanged 48
		SP:Iteration 30Q (110295.170000 sec): 3 clusters
  Score: Raw -502750.736558 + Penalty 2783.138831 = -499967.597727
  nChanged 42
		SP:Iteration 31Q (110295.270000 sec): 3 clusters
  Score: Raw -502768.054691 + Penalty 2783.138831 = -499984.915860
  nChanged 43
		SP:Iteration 32Q (110295.370000 sec): 3 clusters
  Score: Raw -502779.173901 + Penalty 2783.138831 = -499996.035070
  nChanged 31
		SP:Iteration 33Q (110295.470000 sec): 3 clusters
  Score: Raw -502788.346357 + Penalty 2783.138831 = -500005.207527
  nChanged 32
		SP:Iteration 34Q (110295.570000 sec): 3 clusters
  Score: Raw -502798.946249 + Penalty 2783.138831 = -500015.807419
  nChanged 32
		SP:Iteration 35Q (110295.670000 sec): 3 clusters
  Score: Raw -502807.012531 + Penalty 2783.138831 = -500023.873700
  nChanged 25
		SP:Iteration 36Q (110295.770000 sec): 3 clusters
  Score: Raw -502814.981630 + Penalty 2783.138831 = -500031.842800
  nChanged 22
		SP:Iteration 37Q (110295.870000 sec): 3 clusters
  Score: Raw -502822.410724 + Penalty 2783.138831 = -500039.271893
  nChanged 19
		SP:Iteration 38Q (110295.970000 sec): 3 clusters
  Score: Raw -502829.137289 + Penalty 2783.138831 = -500045.998458
  nChanged 18
		SP:Iteration 39Q (110296.070000 sec): 3 clusters
  Score: Raw -502835.582648 + Penalty 2783.138831 = -500052.443818
  nChanged 23
		SP:Iteration 40F (110296.170000 sec): 3 clusters
  Score: Raw -502842.424946 + Penalty 2783.138831 = -500059.286115
  nChanged 20
		SP:Iteration 41Q (110296.270000 sec): 3 clusters
  Score: Raw -502848.553044 + Penalty 2783.138831 = -500065.414213
  nChanged 17
		SP:Iteration 42Q (110296.370000 sec): 3 clusters
  Score: Raw -502852.219974 + Penalty 2783.138831 = -500069.081143
  nChanged 14
		SP:Iteration 43Q (110296.470000 sec): 3 clusters
  Score: Raw -502856.149741 + Penalty 2783.138831 = -500073.010911
  nChanged 18
		SP:Iteration 44Q (110296.570000 sec): 3 clusters
  Score: Raw -502861.109020 + Penalty 2783.138831 = -500077.970189
  nChanged 22
		SP:Iteration 45Q (110296.670000 sec): 3 clusters
  Score: Raw -502868.259987 + Penalty 2783.138831 = -500085.121156
  nChanged 23
		SP:Iteration 46Q (110296.770000 sec): 3 clusters
  Score: Raw -502875.693880 + Penalty 2783.138831 = -500092.555049
  nChanged 20
		SP:Iteration 47Q (110296.870000 sec): 3 clusters
  Score: Raw -502881.096542 + Penalty 2783.138831 = -500097.957711
  nChanged 26
		SP:Iteration 48Q (110296.970000 sec): 3 clusters
  Score: Raw -502889.106464 + Penalty 2783.138831 = -500105.967633
  nChanged 19
		SP:Iteration 49Q (110297.070000 sec): 3 clusters
  Score: Raw -502894.688531 + Penalty 2783.138831 = -500111.549701
  nChanged 19
		SP:Iteration 50Q (110297.170000 sec): 3 clusters
  Score: Raw -502899.618955 + Penalty 2783.138831 = -500116.480124
  nChanged 22
		SP:Iteration 51Q (110297.260000 sec): 3 clusters
  Score: Raw -502909.198985 + Penalty 2783.138831 = -500126.060155
  nChanged 27
		SP:Iteration 52Q (110297.360000 sec): 3 clusters
  Score: Raw -502918.901444 + Penalty 2783.138831 = -500135.762613
  nChanged 28
		SP:Iteration 53Q (110297.460000 sec): 3 clusters
  Score: Raw -502929.551899 + Penalty 2783.138831 = -500146.413068
  nChanged 27
		SP:Iteration 54Q (110297.560000 sec): 3 clusters
  Score: Raw -502943.980438 + Penalty 2783.138831 = -500160.841607
  nChanged 33
		SP:Iteration 55Q (110297.660000 sec): 3 clusters
  Score: Raw -502958.277090 + Penalty 2783.138831 = -500175.138260
  nChanged 30
		SP:Iteration 56Q (110297.760000 sec): 3 clusters
  Score: Raw -502971.111424 + Penalty 2783.138831 = -500187.972593
  nChanged 22
		SP:Iteration 57Q (110297.860000 sec): 3 clusters
  Score: Raw -502979.506284 + Penalty 2783.138831 = -500196.367454
  nChanged 12
		SP:Iteration 58Q (110297.960000 sec): 3 clusters
  Score: Raw -502983.556978 + Penalty 2783.138831 = -500200.418147
  nChanged 13
		SP:Iteration 59Q (110298.060000 sec): 3 clusters
  Score: Raw -502987.486291 + Penalty 2783.138831 = -500204.347460
  nChanged 9
		SP:Iteration 60F (110298.160000 sec): 3 clusters
  Score: Raw -502989.840058 + Penalty 2783.138831 = -500206.701227
  nChanged 13
		SP:Iteration 61Q (110298.250000 sec): 3 clusters
  Score: Raw -502993.254827 + Penalty 2783.138831 = -500210.115996
  nChanged 11
		SP:Iteration 62Q (110298.350000 sec): 3 clusters
  Score: Raw -502996.551843 + Penalty 2783.138831 = -500213.413013
  nChanged 9
		SP:Iteration 63Q (110298.450000 sec): 3 clusters
  Score: Raw -502998.731675 + Penalty 2783.138831 = -500215.592844
  nChanged 6
		SP:Iteration 64Q (110298.550000 sec): 3 clusters
  Score: Raw -503001.001598 + Penalty 2783.138831 = -500217.862767
  nChanged 8
		SP:Iteration 65Q (110298.650000 sec): 3 clusters
  Score: Raw -503002.685629 + Penalty 2783.138831 = -500219.546798
  nChanged 7
		SP:Iteration 66Q (110298.740000 sec): 3 clusters
  Score: Raw -503004.472841 + Penalty 2783.138831 = -500221.334010
  nChanged 7
		SP:Iteration 67Q (110298.840000 sec): 3 clusters
  Score: Raw -503006.128820 + Penalty 2783.138831 = -500222.989989
  nChanged 9
		SP:Iteration 68Q (110298.940000 sec): 3 clusters
  Score: Raw -503008.361264 + Penalty 2783.138831 = -500225.222433
  nChanged 5
		SP:Iteration 69Q (110299.040000 sec): 3 clusters
  Score: Raw -503009.006823 + Penalty 2783.138831 = -500225.867992
  nChanged 3
		SP:Iteration 70Q (110299.140000 sec): 3 clusters
  Score: Raw -503009.897757 + Penalty 2783.138831 = -500226.758926
  nChanged 3
		SP:Iteration 71Q (110299.240000 sec): 3 clusters
  Score: Raw -503010.756574 + Penalty 2783.138831 = -500227.617744
  nChanged 2
		SP:Iteration 72Q (110299.330000 sec): 3 clusters
  Score: Raw -503011.104400 + Penalty 2783.138831 = -500227.965569
  nChanged 3
		SP:Iteration 73Q (110299.430000 sec): 3 clusters
  Score: Raw -503011.593706 + Penalty 2783.138831 = -500228.454875
  nChanged 3
		SP:Iteration 74Q (110299.530000 sec): 3 clusters
  Score: Raw -503012.025404 + Penalty 2783.138831 = -500228.886573
  nChanged 1
		SP:Iteration 75Q (110299.630000 sec): 3 clusters
  Score: Raw -503012.356127 + Penalty 2783.138831 = -500229.217296
  nChanged 0
		SP:Iteration 76F (110299.730000 sec): 3 clusters
  Score: Raw -503012.356127 + Penalty 2783.138831 = -500229.217296
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110299.790000 sec): 2 clusters
  Score: Raw -112889.802432 + Penalty 1150.093434 = -111739.708998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110299.810000 sec): 3 clusters
  Score: Raw -112489.333142 + Penalty 2300.186867 = -110189.146275
  nChanged 380
		SP:Iteration 1F (110299.840000 sec): 3 clusters
  Score: Raw -112791.868298 + Penalty 2300.186867 = -110491.681430
  nChanged 79
		SP:Iteration 2F (110299.860000 sec): 3 clusters
  Score: Raw -112878.238389 + Penalty 2300.186867 = -110578.051522
  nChanged 51
		SP:Iteration 3Q (110299.880000 sec): 3 clusters
  Score: Raw -112935.565214 + Penalty 2300.186867 = -110635.378347
  nChanged 31
		SP:Iteration 4Q (110299.910000 sec): 3 clusters
  Score: Raw -112970.038337 + Penalty 2300.186867 = -110669.851470
  nChanged 26
		SP:Iteration 5Q (110299.930000 sec): 3 clusters
  Score: Raw -112999.053354 + Penalty 2300.186867 = -110698.866487
  nChanged 26
		SP:Iteration 6Q (110299.960000 sec): 3 clusters
  Score: Raw -113021.530774 + Penalty 2300.186867 = -110721.343907
  nChanged 18
		SP:Iteration 7Q (110299.980000 sec): 3 clusters
  Score: Raw -113038.907867 + Penalty 2300.186867 = -110738.721000
  nChanged 21
		SP:Iteration 8Q (110300.000000 sec): 3 clusters
  Score: Raw -113060.548630 + Penalty 2300.186867 = -110760.361762
  nChanged 12
		SP:Iteration 9Q (110300.030000 sec): 3 clusters
  Score: Raw -113070.636537 + Penalty 2300.186867 = -110770.449670
  nChanged 7
		SP:Iteration 10Q (110300.050000 sec): 3 clusters
  Score: Raw -113079.310311 + Penalty 2300.186867 = -110779.123443
  nChanged 6
		SP:Iteration 11Q (110300.070000 sec): 3 clusters
  Score: Raw -113087.473519 + Penalty 2300.186867 = -110787.286651
  nChanged 10
		SP:Iteration 12Q (110300.100000 sec): 3 clusters
  Score: Raw -113098.415508 + Penalty 2300.186867 = -110798.228640
  nChanged 16
		SP:Iteration 13Q (110300.120000 sec): 3 clusters
  Score: Raw -113115.145575 + Penalty 2300.186867 = -110814.958708
  nChanged 13
		SP:Iteration 14Q (110300.140000 sec): 3 clusters
  Score: Raw -113126.685285 + Penalty 2300.186867 = -110826.498418
  nChanged 11
		SP:Iteration 15Q (110300.170000 sec): 3 clusters
  Score: Raw -113139.179492 + Penalty 2300.186867 = -110838.992625
  nChanged 7
		SP:Iteration 16Q (110300.190000 sec): 3 clusters
  Score: Raw -113143.628654 + Penalty 2300.186867 = -110843.441787
  nChanged 8
		SP:Iteration 17Q (110300.220000 sec): 3 clusters
  Score: Raw -113151.916219 + Penalty 2300.186867 = -110851.729351
  nChanged 9
		SP:Iteration 18Q (110300.240000 sec): 3 clusters
  Score: Raw -113162.468416 + Penalty 2300.186867 = -110862.281548
  nChanged 9
		SP:Iteration 19Q (110300.260000 sec): 3 clusters
  Score: Raw -113171.265743 + Penalty 2300.186867 = -110871.078876
  nChanged 7
		SP:Iteration 20F (110300.290000 sec): 3 clusters
  Score: Raw -113176.793676 + Penalty 2300.186867 = -110876.606808
  nChanged 2
		SP:Iteration 21Q (110300.310000 sec): 3 clusters
  Score: Raw -113177.696279 + Penalty 2300.186867 = -110877.509412
  nChanged 1
		SP:Iteration 22Q (110300.330000 sec): 3 clusters
  Score: Raw -113178.387667 + Penalty 2300.186867 = -110878.200800
  nChanged 3
		SP:Iteration 23Q (110300.360000 sec): 3 clusters
  Score: Raw -113180.466740 + Penalty 2300.186867 = -110880.279873
  nChanged 2
		SP:Iteration 24Q (110300.380000 sec): 3 clusters
  Score: Raw -113181.490429 + Penalty 2300.186867 = -110881.303562
  nChanged 3
		SP:Iteration 25Q (110300.400000 sec): 3 clusters
  Score: Raw -113184.326057 + Penalty 2300.186867 = -110884.139189
  nChanged 3
		SP:Iteration 26Q (110300.430000 sec): 3 clusters
  Score: Raw -113187.296591 + Penalty 2300.186867 = -110887.109724
  nChanged 3
		SP:Iteration 27Q (110300.450000 sec): 3 clusters
  Score: Raw -113189.067951 + Penalty 2300.186867 = -110888.881083
  nChanged 2
		SP:Iteration 28Q (110300.480000 sec): 3 clusters
  Score: Raw -113192.128139 + Penalty 2300.186867 = -110891.941271
  nChanged 1
		SP:Iteration 29Q (110300.500000 sec): 3 clusters
  Score: Raw -113193.037628 + Penalty 2300.186867 = -110892.850760
  nChanged 2
		SP:Iteration 30Q (110300.520000 sec): 3 clusters
  Score: Raw -113194.707856 + Penalty 2300.186867 = -110894.520988
  nChanged 1
		SP:Iteration 31Q (110300.540000 sec): 3 clusters
  Score: Raw -113194.956249 + Penalty 2300.186867 = -110894.769382
  nChanged 0
		SP:Iteration 32F (110300.570000 sec): 3 clusters
  Score: Raw -113194.956249 + Penalty 2300.186867 = -110894.769382
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110300.640000 sec): 2 clusters
  Score: Raw -254217.481895 + Penalty 1261.490963 = -252955.990932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110300.690000 sec): 3 clusters
  Score: Raw -253182.692465 + Penalty 2522.981925 = -250659.710540
  nChanged 841
		SP:Iteration 1F (110300.740000 sec): 3 clusters
  Score: Raw -253615.898602 + Penalty 2522.981925 = -251092.916677
  nChanged 173
		SP:Iteration 2F (110300.780000 sec): 3 clusters
  Score: Raw -253714.134276 + Penalty 2522.981925 = -251191.152350
  nChanged 114
		SP:Iteration 3Q (110300.830000 sec): 3 clusters
  Score: Raw -253802.374594 + Penalty 2522.981925 = -251279.392669
  nChanged 117
		SP:Iteration 4Q (110300.880000 sec): 3 clusters
  Score: Raw -253886.311630 + Penalty 2522.981925 = -251363.329705
  nChanged 111
		SP:Iteration 5Q (110300.930000 sec): 3 clusters
  Score: Raw -253974.336626 + Penalty 2522.981925 = -251451.354701
  nChanged 120
		SP:Iteration 6F (110300.980000 sec): 3 clusters
  Score: Raw -254089.031055 + Penalty 2522.981925 = -251566.049129
  nChanged 123
		SP:Iteration 7F (110301.020000 sec): 3 clusters
  Score: Raw -254207.839230 + Penalty 2522.981925 = -251684.857304
  nChanged 104
		SP:Iteration 8Q (110301.070000 sec): 3 clusters
  Score: Raw -254300.200303 + Penalty 2522.981925 = -251777.218378
  nChanged 86
		SP:Iteration 9Q (110301.120000 sec): 3 clusters
  Score: Raw -254376.819559 + Penalty 2522.981925 = -251853.837634
  nChanged 75
		SP:Iteration 10Q (110301.160000 sec): 3 clusters
  Score: Raw -254430.621869 + Penalty 2522.981925 = -251907.639944
  nChanged 52
		SP:Iteration 11Q (110301.210000 sec): 3 clusters
  Score: Raw -254467.954998 + Penalty 2522.981925 = -251944.973072
  nChanged 30
		SP:Iteration 12Q (110301.260000 sec): 3 clusters
  Score: Raw -254486.676360 + Penalty 2522.981925 = -251963.694435
  nChanged 17
		SP:Iteration 13Q (110301.310000 sec): 3 clusters
  Score: Raw -254494.270997 + Penalty 2522.981925 = -251971.289072
  nChanged 11
		SP:Iteration 14Q (110301.360000 sec): 3 clusters
  Score: Raw -254498.986593 + Penalty 2522.981925 = -251976.004667
  nChanged 7
		SP:Iteration 15Q (110301.400000 sec): 3 clusters
  Score: Raw -254502.776492 + Penalty 2522.981925 = -251979.794566
  nChanged 9
		SP:Iteration 16Q (110301.450000 sec): 3 clusters
  Score: Raw -254507.041166 + Penalty 2522.981925 = -251984.059240
  nChanged 5
		SP:Iteration 17Q (110301.500000 sec): 3 clusters
  Score: Raw -254510.828375 + Penalty 2522.981925 = -251987.846450
  nChanged 5
		SP:Iteration 18Q (110301.540000 sec): 3 clusters
  Score: Raw -254515.400509 + Penalty 2522.981925 = -251992.418583
  nChanged 8
		SP:Iteration 19Q (110301.590000 sec): 3 clusters
  Score: Raw -254519.647169 + Penalty 2522.981925 = -251996.665244
  nChanged 6
		SP:Iteration 20F (110301.640000 sec): 3 clusters
  Score: Raw -254523.893046 + Penalty 2522.981925 = -252000.911121
  nChanged 3
		SP:Iteration 21Q (110301.690000 sec): 3 clusters
  Score: Raw -254525.369128 + Penalty 2522.981925 = -252002.387203
  nChanged 1
		SP:Iteration 22Q (110301.740000 sec): 3 clusters
  Score: Raw -254525.561632 + Penalty 2522.981925 = -252002.579707
  nChanged 0
		SP:Iteration 23F (110301.780000 sec): 3 clusters
  Score: Raw -254525.561632 + Penalty 2522.981925 = -252002.579707
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110301.850000 sec): 2 clusters
  Score: Raw -246457.306317 + Penalty 1278.964025 = -245178.342292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110301.900000 sec): 3 clusters
  Score: Raw -245251.116273 + Penalty 2557.928049 = -242693.188224
  nChanged 965
		SP:Iteration 1F (110301.960000 sec): 3 clusters
  Score: Raw -245819.459196 + Penalty 2557.928049 = -243261.531147
  nChanged 212
		SP:Iteration 2F (110302.010000 sec): 3 clusters
  Score: Raw -245962.674318 + Penalty 2557.928049 = -243404.746269
  nChanged 137
		SP:Iteration 3F (110302.060000 sec): 3 clusters
  Score: Raw -246051.824751 + Penalty 2557.928049 = -243493.896701
  nChanged 107
		SP:Iteration 4Q (110302.120000 sec): 3 clusters
  Score: Raw -246122.394069 + Penalty 2557.928049 = -243564.466020
  nChanged 89
		SP:Iteration 5Q (110302.170000 sec): 3 clusters
  Score: Raw -246167.794793 + Penalty 2557.928049 = -243609.866743
  nChanged 70
		SP:Iteration 6Q (110302.220000 sec): 3 clusters
  Score: Raw -246206.321803 + Penalty 2557.928049 = -243648.393753
  nChanged 58
		SP:Iteration 7Q (110302.270000 sec): 3 clusters
  Score: Raw -246231.869921 + Penalty 2557.928049 = -243673.941871
  nChanged 41
		SP:Iteration 8Q (110302.320000 sec): 3 clusters
  Score: Raw -246253.146600 + Penalty 2557.928049 = -243695.218550
  nChanged 39
		SP:Iteration 9Q (110302.380000 sec): 3 clusters
  Score: Raw -246275.355381 + Penalty 2557.928049 = -243717.427332
  nChanged 42
		SP:Iteration 10Q (110302.430000 sec): 3 clusters
  Score: Raw -246302.835675 + Penalty 2557.928049 = -243744.907625
  nChanged 43
		SP:Iteration 11Q (110302.480000 sec): 3 clusters
  Score: Raw -246326.559021 + Penalty 2557.928049 = -243768.630971
  nChanged 40
		SP:Iteration 12Q (110302.530000 sec): 3 clusters
  Score: Raw -246345.991928 + Penalty 2557.928049 = -243788.063879
  nChanged 40
		SP:Iteration 13Q (110302.580000 sec): 3 clusters
  Score: Raw -246374.124029 + Penalty 2557.928049 = -243816.195979
  nChanged 41
		SP:Iteration 14Q (110302.640000 sec): 3 clusters
  Score: Raw -246402.000622 + Penalty 2557.928049 = -243844.072573
  nChanged 36
		SP:Iteration 15Q (110302.690000 sec): 3 clusters
  Score: Raw -246427.048251 + Penalty 2557.928049 = -243869.120202
  nChanged 39
		SP:Iteration 16Q (110302.740000 sec): 3 clusters
  Score: Raw -246451.254043 + Penalty 2557.928049 = -243893.325993
  nChanged 42
		SP:Iteration 17Q (110302.790000 sec): 3 clusters
  Score: Raw -246478.478223 + Penalty 2557.928049 = -243920.550174
  nChanged 36
		SP:Iteration 18Q (110302.840000 sec): 3 clusters
  Score: Raw -246496.224736 + Penalty 2557.928049 = -243938.296686
  nChanged 25
		SP:Iteration 19Q (110302.890000 sec): 3 clusters
  Score: Raw -246506.449606 + Penalty 2557.928049 = -243948.521556
  nChanged 21
		SP:Iteration 20F (110302.940000 sec): 3 clusters
  Score: Raw -246518.217526 + Penalty 2557.928049 = -243960.289477
  nChanged 21
		SP:Iteration 21Q (110303.000000 sec): 3 clusters
  Score: Raw -246530.157696 + Penalty 2557.928049 = -243972.229647
  nChanged 18
		SP:Iteration 22Q (110303.050000 sec): 3 clusters
  Score: Raw -246536.296170 + Penalty 2557.928049 = -243978.368121
  nChanged 17
		SP:Iteration 23Q (110303.100000 sec): 3 clusters
  Score: Raw -246542.651410 + Penalty 2557.928049 = -243984.723360
  nChanged 10
		SP:Iteration 24Q (110303.150000 sec): 3 clusters
  Score: Raw -246547.823923 + Penalty 2557.928049 = -243989.895873
  nChanged 14
		SP:Iteration 25Q (110303.200000 sec): 3 clusters
  Score: Raw -246555.455689 + Penalty 2557.928049 = -243997.527640
  nChanged 17
		SP:Iteration 26Q (110303.250000 sec): 3 clusters
  Score: Raw -246561.749542 + Penalty 2557.928049 = -244003.821492
  nChanged 13
		SP:Iteration 27Q (110303.300000 sec): 3 clusters
  Score: Raw -246565.382001 + Penalty 2557.928049 = -244007.453952
  nChanged 12
		SP:Iteration 28Q (110303.350000 sec): 3 clusters
  Score: Raw -246572.160777 + Penalty 2557.928049 = -244014.232728
  nChanged 14
		SP:Iteration 29Q (110303.400000 sec): 3 clusters
  Score: Raw -246580.143105 + Penalty 2557.928049 = -244022.215056
  nChanged 15
		SP:Iteration 30Q (110303.460000 sec): 3 clusters
  Score: Raw -246589.725204 + Penalty 2557.928049 = -244031.797154
  nChanged 20
		SP:Iteration 31Q (110303.510000 sec): 3 clusters
  Score: Raw -246603.374654 + Penalty 2557.928049 = -244045.446604
  nChanged 18
		SP:Iteration 32Q (110303.560000 sec): 3 clusters
  Score: Raw -246611.595699 + Penalty 2557.928049 = -244053.667650
  nChanged 10
		SP:Iteration 33Q (110303.610000 sec): 3 clusters
  Score: Raw -246616.923313 + Penalty 2557.928049 = -244058.995264
  nChanged 14
		SP:Iteration 34Q (110303.660000 sec): 3 clusters
  Score: Raw -246623.911288 + Penalty 2557.928049 = -244065.983239
  nChanged 11
		SP:Iteration 35Q (110303.710000 sec): 3 clusters
  Score: Raw -246629.464838 + Penalty 2557.928049 = -244071.536789
  nChanged 16
		SP:Iteration 36Q (110303.760000 sec): 3 clusters
  Score: Raw -246639.642086 + Penalty 2557.928049 = -244081.714036
  nChanged 14
		SP:Iteration 37Q (110303.810000 sec): 3 clusters
  Score: Raw -246646.981572 + Penalty 2557.928049 = -244089.053522
  nChanged 13
		SP:Iteration 38Q (110303.860000 sec): 3 clusters
  Score: Raw -246653.122257 + Penalty 2557.928049 = -244095.194207
  nChanged 11
		SP:Iteration 39Q (110303.910000 sec): 3 clusters
  Score: Raw -246658.236892 + Penalty 2557.928049 = -244100.308843
  nChanged 10
		SP:Iteration 40F (110303.960000 sec): 3 clusters
  Score: Raw -246667.511647 + Penalty 2557.928049 = -244109.583597
  nChanged 17
		SP:Iteration 41Q (110304.010000 sec): 3 clusters
  Score: Raw -246678.676164 + Penalty 2557.928049 = -244120.748115
  nChanged 9
		SP:Iteration 42Q (110304.060000 sec): 3 clusters
  Score: Raw -246683.263713 + Penalty 2557.928049 = -244125.335663
  nChanged 7
		SP:Iteration 43Q (110304.110000 sec): 3 clusters
  Score: Raw -246685.736789 + Penalty 2557.928049 = -244127.808739
  nChanged 3
		SP:Iteration 44Q (110304.160000 sec): 3 clusters
  Score: Raw -246688.278424 + Penalty 2557.928049 = -244130.350375
  nChanged 9
		SP:Iteration 45Q (110304.210000 sec): 3 clusters
  Score: Raw -246693.522572 + Penalty 2557.928049 = -244135.594523
  nChanged 9
		SP:Iteration 46Q (110304.260000 sec): 3 clusters
  Score: Raw -246699.562362 + Penalty 2557.928049 = -244141.634312
  nChanged 9
		SP:Iteration 47Q (110304.310000 sec): 3 clusters
  Score: Raw -246702.814803 + Penalty 2557.928049 = -244144.886753
  nChanged 9
		SP:Iteration 48Q (110304.360000 sec): 3 clusters
  Score: Raw -246707.494441 + Penalty 2557.928049 = -244149.566392
  nChanged 8
		SP:Iteration 49Q (110304.410000 sec): 3 clusters
  Score: Raw -246710.545492 + Penalty 2557.928049 = -244152.617443
  nChanged 6
		SP:Iteration 50Q (110304.460000 sec): 3 clusters
  Score: Raw -246713.000795 + Penalty 2557.928049 = -244155.072746
  nChanged 5
		SP:Iteration 51Q (110304.510000 sec): 3 clusters
  Score: Raw -246714.425243 + Penalty 2557.928049 = -244156.497194
  nChanged 3
		SP:Iteration 52Q (110304.560000 sec): 3 clusters
  Score: Raw -246715.630762 + Penalty 2557.928049 = -244157.702712
  nChanged 3
		SP:Iteration 53Q (110304.620000 sec): 3 clusters
  Score: Raw -246716.454717 + Penalty 2557.928049 = -244158.526668
  nChanged 2
		SP:Iteration 54Q (110304.660000 sec): 3 clusters
  Score: Raw -246717.110338 + Penalty 2557.928049 = -244159.182288
  nChanged 4
		SP:Iteration 55Q (110304.720000 sec): 3 clusters
  Score: Raw -246718.747338 + Penalty 2557.928049 = -244160.819288
  nChanged 4
		SP:Iteration 56Q (110304.770000 sec): 3 clusters
  Score: Raw -246721.617265 + Penalty 2557.928049 = -244163.689215
  nChanged 4
		SP:Iteration 57Q (110304.820000 sec): 3 clusters
  Score: Raw -246724.244840 + Penalty 2557.928049 = -244166.316791
  nChanged 7
		SP:Iteration 58Q (110304.870000 sec): 3 clusters
  Score: Raw -246727.899768 + Penalty 2557.928049 = -244169.971719
  nChanged 9
		SP:Iteration 59Q (110304.920000 sec): 3 clusters
  Score: Raw -246731.908981 + Penalty 2557.928049 = -244173.980932
  nChanged 8
		SP:Iteration 60F (110304.970000 sec): 3 clusters
  Score: Raw -246736.596530 + Penalty 2557.928049 = -244178.668480
  nChanged 8
		SP:Iteration 61Q (110305.020000 sec): 3 clusters
  Score: Raw -246741.212733 + Penalty 2557.928049 = -244183.284683
  nChanged 9
		SP:Iteration 62Q (110305.070000 sec): 3 clusters
  Score: Raw -246747.128238 + Penalty 2557.928049 = -244189.200188
  nChanged 5
		SP:Iteration 63Q (110305.120000 sec): 3 clusters
  Score: Raw -246749.779107 + Penalty 2557.928049 = -244191.851057
  nChanged 8
		SP:Iteration 64Q (110305.170000 sec): 3 clusters
  Score: Raw -246755.000774 + Penalty 2557.928049 = -244197.072724
  nChanged 9
		SP:Iteration 65Q (110305.220000 sec): 3 clusters
  Score: Raw -246762.288769 + Penalty 2557.928049 = -244204.360720
  nChanged 11
		SP:Iteration 66Q (110305.270000 sec): 3 clusters
  Score: Raw -246769.806851 + Penalty 2557.928049 = -244211.878802
  nChanged 11
		SP:Iteration 67Q (110305.320000 sec): 3 clusters
  Score: Raw -246776.809186 + Penalty 2557.928049 = -244218.881137
  nChanged 13
		SP:Iteration 68Q (110305.370000 sec): 3 clusters
  Score: Raw -246785.526776 + Penalty 2557.928049 = -244227.598727
  nChanged 10
		SP:Iteration 69Q (110305.420000 sec): 3 clusters
  Score: Raw -246790.764961 + Penalty 2557.928049 = -244232.836911
  nChanged 8
		SP:Iteration 70Q (110305.470000 sec): 3 clusters
  Score: Raw -246794.890125 + Penalty 2557.928049 = -244236.962076
  nChanged 3
		SP:Iteration 71Q (110305.520000 sec): 3 clusters
  Score: Raw -246798.244357 + Penalty 2557.928049 = -244240.316307
  nChanged 7
		SP:Iteration 72Q (110305.570000 sec): 3 clusters
  Score: Raw -246803.741524 + Penalty 2557.928049 = -244245.813474
  nChanged 2
		SP:Iteration 73Q (110305.620000 sec): 3 clusters
  Score: Raw -246804.765157 + Penalty 2557.928049 = -244246.837107
  nChanged 0
		SP:Iteration 74F (110305.670000 sec): 3 clusters
  Score: Raw -246804.765157 + Penalty 2557.928049 = -244246.837107
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (4689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110305.750000 sec): 2 clusters
  Score: Raw -443306.358276 + Penalty 1373.608376 = -441932.749901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110305.860000 sec): 3 clusters
  Score: Raw -440881.574599 + Penalty 2747.216751 = -438134.357848
  nChanged 1892
		SP:Iteration 1F (110305.950000 sec): 3 clusters
  Score: Raw -441981.504312 + Penalty 2747.216751 = -439234.287560
  nChanged 368
		SP:Iteration 2F (110306.040000 sec): 3 clusters
  Score: Raw -442238.542830 + Penalty 2747.216751 = -439491.326079
  nChanged 316
		SP:Iteration 3F (110306.130000 sec): 3 clusters
  Score: Raw -442446.161625 + Penalty 2747.216751 = -439698.944874
  nChanged 262
		SP:Iteration 4F (110306.230000 sec): 3 clusters
  Score: Raw -442621.644339 + Penalty 2747.216751 = -439874.427588
  nChanged 225
		SP:Iteration 5Q (110306.320000 sec): 3 clusters
  Score: Raw -442764.480405 + Penalty 2747.216751 = -440017.263654
  nChanged 187
		SP:Iteration 6Q (110306.410000 sec): 3 clusters
  Score: Raw -442872.990262 + Penalty 2747.216751 = -440125.773511
  nChanged 140
		SP:Iteration 7Q (110306.510000 sec): 3 clusters
  Score: Raw -442945.004936 + Penalty 2747.216751 = -440197.788185
  nChanged 95
		SP:Iteration 8Q (110306.600000 sec): 3 clusters
  Score: Raw -442988.842771 + Penalty 2747.216751 = -440241.626019
  nChanged 99
		SP:Iteration 9Q (110306.690000 sec): 3 clusters
  Score: Raw -443031.899789 + Penalty 2747.216751 = -440284.683038
  nChanged 80
		SP:Iteration 10Q (110306.790000 sec): 3 clusters
  Score: Raw -443067.904203 + Penalty 2747.216751 = -440320.687452
  nChanged 76
		SP:Iteration 11Q (110306.880000 sec): 3 clusters
  Score: Raw -443097.457907 + Penalty 2747.216751 = -440350.241155
  nChanged 65
		SP:Iteration 12Q (110306.970000 sec): 3 clusters
  Score: Raw -443120.927250 + Penalty 2747.216751 = -440373.710499
  nChanged 49
		SP:Iteration 13Q (110307.060000 sec): 3 clusters
  Score: Raw -443137.806692 + Penalty 2747.216751 = -440390.589941
  nChanged 46
		SP:Iteration 14Q (110307.150000 sec): 3 clusters
  Score: Raw -443154.672612 + Penalty 2747.216751 = -440407.455861
  nChanged 49
		SP:Iteration 15Q (110307.250000 sec): 3 clusters
  Score: Raw -443173.435687 + Penalty 2747.216751 = -440426.218936
  nChanged 51
		SP:Iteration 16Q (110307.340000 sec): 3 clusters
  Score: Raw -443193.371625 + Penalty 2747.216751 = -440446.154873
  nChanged 43
		SP:Iteration 17Q (110307.430000 sec): 3 clusters
  Score: Raw -443204.953655 + Penalty 2747.216751 = -440457.736903
  nChanged 34
		SP:Iteration 18Q (110307.530000 sec): 3 clusters
  Score: Raw -443216.894041 + Penalty 2747.216751 = -440469.677290
  nChanged 34
		SP:Iteration 19Q (110307.620000 sec): 3 clusters
  Score: Raw -443227.724926 + Penalty 2747.216751 = -440480.508175
  nChanged 26
		SP:Iteration 20F (110307.710000 sec): 3 clusters
  Score: Raw -443234.863989 + Penalty 2747.216751 = -440487.647238
  nChanged 26
		SP:Iteration 21Q (110307.810000 sec): 3 clusters
  Score: Raw -443241.890229 + Penalty 2747.216751 = -440494.673478
  nChanged 26
		SP:Iteration 22Q (110307.900000 sec): 3 clusters
  Score: Raw -443249.085550 + Penalty 2747.216751 = -440501.868799
  nChanged 28
		SP:Iteration 23Q (110307.990000 sec): 3 clusters
  Score: Raw -443256.320082 + Penalty 2747.216751 = -440509.103330
  nChanged 26
		SP:Iteration 24Q (110308.080000 sec): 3 clusters
  Score: Raw -443262.355681 + Penalty 2747.216751 = -440515.138930
  nChanged 20
		SP:Iteration 25Q (110308.170000 sec): 3 clusters
  Score: Raw -443267.982982 + Penalty 2747.216751 = -440520.766231
  nChanged 17
		SP:Iteration 26Q (110308.270000 sec): 3 clusters
  Score: Raw -443271.656789 + Penalty 2747.216751 = -440524.440037
  nChanged 11
		SP:Iteration 27Q (110308.360000 sec): 3 clusters
  Score: Raw -443273.535245 + Penalty 2747.216751 = -440526.318494
  nChanged 9
		SP:Iteration 28Q (110308.450000 sec): 3 clusters
  Score: Raw -443275.601335 + Penalty 2747.216751 = -440528.384584
  nChanged 7
		SP:Iteration 29Q (110308.540000 sec): 3 clusters
  Score: Raw -443277.156856 + Penalty 2747.216751 = -440529.940104
  nChanged 8
		SP:Iteration 30Q (110308.630000 sec): 3 clusters
  Score: Raw -443278.447757 + Penalty 2747.216751 = -440531.231006
  nChanged 6
		SP:Iteration 31Q (110308.730000 sec): 3 clusters
  Score: Raw -443279.288345 + Penalty 2747.216751 = -440532.071593
  nChanged 1
		SP:Iteration 32Q (110308.820000 sec): 3 clusters
  Score: Raw -443279.327173 + Penalty 2747.216751 = -440532.110421
  nChanged 1
		SP:Iteration 33Q (110308.910000 sec): 3 clusters
  Score: Raw -443279.482194 + Penalty 2747.216751 = -440532.265443
  nChanged 1
		SP:Iteration 34Q (110309.010000 sec): 3 clusters
  Score: Raw -443279.565119 + Penalty 2747.216751 = -440532.348368
  nChanged 0
		SP:Iteration 35F (110309.090000 sec): 3 clusters
  Score: Raw -443279.565119 + Penalty 2747.216751 = -440532.348368
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110309.150000 sec): 2 clusters
  Score: Raw -74583.658309 + Penalty 1104.120319 = -73479.537989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110309.170000 sec): 3 clusters
  Score: Raw -74367.326870 + Penalty 2208.240639 = -72159.086231
  nChanged 258
		SP:Iteration 1F (110309.190000 sec): 3 clusters
  Score: Raw -74632.059982 + Penalty 2208.240639 = -72423.819343
  nChanged 66
		SP:Iteration 2F (110309.210000 sec): 3 clusters
  Score: Raw -74718.810391 + Penalty 2208.240639 = -72510.569753
  nChanged 51
		SP:Iteration 3F (110309.230000 sec): 3 clusters
  Score: Raw -74786.237816 + Penalty 2208.240639 = -72577.997178
  nChanged 40
		SP:Iteration 4Q (110309.250000 sec): 3 clusters
  Score: Raw -74844.762187 + Penalty 2208.240639 = -72636.521548
  nChanged 32
		SP:Iteration 5Q (110309.260000 sec): 3 clusters
  Score: Raw -74892.051235 + Penalty 2208.240639 = -72683.810596
  nChanged 19
		SP:Iteration 6Q (110309.280000 sec): 3 clusters
  Score: Raw -74916.980696 + Penalty 2208.240639 = -72708.740058
  nChanged 15
		SP:Iteration 7Q (110309.300000 sec): 3 clusters
  Score: Raw -74947.032844 + Penalty 2208.240639 = -72738.792205
  nChanged 12
		SP:Iteration 8Q (110309.310000 sec): 3 clusters
  Score: Raw -74963.060969 + Penalty 2208.240639 = -72754.820330
  nChanged 16
		SP:Iteration 9Q (110309.330000 sec): 3 clusters
  Score: Raw -74984.239190 + Penalty 2208.240639 = -72775.998551
  nChanged 13
		SP:Iteration 10Q (110309.350000 sec): 3 clusters
  Score: Raw -75004.726585 + Penalty 2208.240639 = -72796.485946
  nChanged 11
		SP:Iteration 11Q (110309.370000 sec): 3 clusters
  Score: Raw -75022.786201 + Penalty 2208.240639 = -72814.545563
  nChanged 10
		SP:Iteration 12Q (110309.390000 sec): 3 clusters
  Score: Raw -75033.449911 + Penalty 2208.240639 = -72825.209272
  nChanged 4
		SP:Iteration 13Q (110309.410000 sec): 3 clusters
  Score: Raw -75039.097676 + Penalty 2208.240639 = -72830.857037
  nChanged 4
		SP:Iteration 14Q (110309.420000 sec): 3 clusters
  Score: Raw -75044.878930 + Penalty 2208.240639 = -72836.638291
  nChanged 3
		SP:Iteration 15Q (110309.440000 sec): 3 clusters
  Score: Raw -75050.255046 + Penalty 2208.240639 = -72842.014408
  nChanged 5
		SP:Iteration 16Q (110309.460000 sec): 3 clusters
  Score: Raw -75055.983475 + Penalty 2208.240639 = -72847.742836
  nChanged 5
		SP:Iteration 17Q (110309.470000 sec): 3 clusters
  Score: Raw -75061.249518 + Penalty 2208.240639 = -72853.008879
  nChanged 6
		SP:Iteration 18Q (110309.490000 sec): 3 clusters
  Score: Raw -75068.026215 + Penalty 2208.240639 = -72859.785577
  nChanged 4
		SP:Iteration 19Q (110309.510000 sec): 3 clusters
  Score: Raw -75075.023124 + Penalty 2208.240639 = -72866.782485
  nChanged 7
		SP:Iteration 20F (110309.530000 sec): 3 clusters
  Score: Raw -75083.251103 + Penalty 2208.240639 = -72875.010464
  nChanged 5
		SP:Iteration 21Q (110309.550000 sec): 3 clusters
  Score: Raw -75100.623946 + Penalty 2208.240639 = -72892.383307
  nChanged 9
		SP:Iteration 22Q (110309.560000 sec): 3 clusters
  Score: Raw -75114.981057 + Penalty 2208.240639 = -72906.740418
  nChanged 8
		SP:Iteration 23Q (110309.580000 sec): 3 clusters
  Score: Raw -75120.705603 + Penalty 2208.240639 = -72912.464965
  nChanged 6
		SP:Iteration 24Q (110309.600000 sec): 3 clusters
  Score: Raw -75127.038559 + Penalty 2208.240639 = -72918.797920
  nChanged 6
		SP:Iteration 25Q (110309.610000 sec): 3 clusters
  Score: Raw -75133.673397 + Penalty 2208.240639 = -72925.432758
  nChanged 6
		SP:Iteration 26Q (110309.630000 sec): 3 clusters
  Score: Raw -75141.927904 + Penalty 2208.240639 = -72933.687266
  nChanged 2
		SP:Iteration 27Q (110309.650000 sec): 3 clusters
  Score: Raw -75144.943683 + Penalty 2208.240639 = -72936.703044
  nChanged 1
		SP:Iteration 28Q (110309.670000 sec): 3 clusters
  Score: Raw -75145.991290 + Penalty 2208.240639 = -72937.750651
  nChanged 0
		SP:Iteration 29F (110309.680000 sec): 3 clusters
  Score: Raw -75145.991290 + Penalty 2208.240639 = -72937.750651
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (11643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110309.810000 sec): 2 clusters
  Score: Raw -1220861.311248 + Penalty 1521.399818 = -1219339.911430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110309.980000 sec): 3 clusters
  Score: Raw -1214180.599746 + Penalty 3042.799637 = -1211137.800109
  nChanged 5070
		SP:Iteration 1F (110310.150000 sec): 3 clusters
  Score: Raw -1216813.926138 + Penalty 3042.799637 = -1213771.126501
  nChanged 573
		SP:Iteration 2Q (110310.330000 sec): 3 clusters
  Score: Raw -1216996.566306 + Penalty 3042.799637 = -1213953.766669
  nChanged 448
		SP:Iteration 3Q (110310.530000 sec): 3 clusters
  Score: Raw -1217137.142372 + Penalty 3042.799637 = -1214094.342735
  nChanged 400
		SP:Iteration 4Q (110310.710000 sec): 3 clusters
  Score: Raw -1217261.938378 + Penalty 3042.799637 = -1214219.138742
  nChanged 381
		SP:Iteration 5Q (110310.880000 sec): 3 clusters
  Score: Raw -1217377.841225 + Penalty 3042.799637 = -1214335.041588
  nChanged 324
		SP:Iteration 6Q (110311.070000 sec): 3 clusters
  Score: Raw -1217475.044071 + Penalty 3042.799637 = -1214432.244434
  nChanged 305
		SP:Iteration 7Q (110311.250000 sec): 3 clusters
  Score: Raw -1217573.689768 + Penalty 3042.799637 = -1214530.890132
  nChanged 333
		SP:Iteration 8Q (110311.430000 sec): 3 clusters
  Score: Raw -1217696.756696 + Penalty 3042.799637 = -1214653.957059
  nChanged 321
		SP:Iteration 9Q (110311.610000 sec): 3 clusters
  Score: Raw -1217819.187452 + Penalty 3042.799637 = -1214776.387815
  nChanged 344
		SP:Iteration 10Q (110311.790000 sec): 3 clusters
  Score: Raw -1217939.227373 + Penalty 3042.799637 = -1214896.427737
  nChanged 326
		SP:Iteration 11Q (110311.990000 sec): 3 clusters
  Score: Raw -1218074.416434 + Penalty 3042.799637 = -1215031.616797
  nChanged 361
		SP:Iteration 12Q (110312.170000 sec): 3 clusters
  Score: Raw -1218220.573530 + Penalty 3042.799637 = -1215177.773894
  nChanged 370
		SP:Iteration 13Q (110312.350000 sec): 3 clusters
  Score: Raw -1218382.541855 + Penalty 3042.799637 = -1215339.742218
  nChanged 405
		SP:Iteration 14Q (110312.550000 sec): 3 clusters
  Score: Raw -1218577.539175 + Penalty 3042.799637 = -1215534.739539
  nChanged 444
		SP:Iteration 15Q (110312.720000 sec): 3 clusters
  Score: Raw -1218847.784363 + Penalty 3042.799637 = -1215804.984727
  nChanged 482
		SP:Iteration 16Q (110312.890000 sec): 3 clusters
  Score: Raw -1219140.442927 + Penalty 3042.799637 = -1216097.643291
  nChanged 426
		SP:Iteration 17Q (110313.080000 sec): 3 clusters
  Score: Raw -1219379.574297 + Penalty 3042.799637 = -1216336.774660
  nChanged 338
		SP:Iteration 18Q (110313.260000 sec): 3 clusters
  Score: Raw -1219523.113816 + Penalty 3042.799637 = -1216480.314179
  nChanged 237
		SP:Iteration 19Q (110313.440000 sec): 3 clusters
  Score: Raw -1219600.773605 + Penalty 3042.799637 = -1216557.973968
  nChanged 201
		SP:Iteration 20F (110313.610000 sec): 3 clusters
  Score: Raw -1219669.022285 + Penalty 3042.799637 = -1216626.222648
  nChanged 193
		SP:Iteration 21Q (110313.780000 sec): 3 clusters
  Score: Raw -1219739.677652 + Penalty 3042.799637 = -1216696.878015
  nChanged 207
		SP:Iteration 22Q (110313.970000 sec): 3 clusters
  Score: Raw -1219809.913240 + Penalty 3042.799637 = -1216767.113604
  nChanged 173
		SP:Iteration 23Q (110314.130000 sec): 3 clusters
  Score: Raw -1219867.541527 + Penalty 3042.799637 = -1216824.741891
  nChanged 181
		SP:Iteration 24Q (110314.310000 sec): 3 clusters
  Score: Raw -1219937.781336 + Penalty 3042.799637 = -1216894.981699
  nChanged 183
		SP:Iteration 25Q (110314.480000 sec): 3 clusters
  Score: Raw -1220012.435502 + Penalty 3042.799637 = -1216969.635866
  nChanged 191
		SP:Iteration 26Q (110314.680000 sec): 3 clusters
  Score: Raw -1220091.801899 + Penalty 3042.799637 = -1217049.002263
  nChanged 188
		SP:Iteration 27Q (110314.850000 sec): 3 clusters
  Score: Raw -1220171.448495 + Penalty 3042.799637 = -1217128.648859
  nChanged 188
		SP:Iteration 28Q (110315.010000 sec): 3 clusters
  Score: Raw -1220248.838275 + Penalty 3042.799637 = -1217206.038638
  nChanged 170
		SP:Iteration 29Q (110315.190000 sec): 3 clusters
  Score: Raw -1220324.194952 + Penalty 3042.799637 = -1217281.395316
  nChanged 182
		SP:Iteration 30Q (110315.350000 sec): 3 clusters
  Score: Raw -1220401.671663 + Penalty 3042.799637 = -1217358.872027
  nChanged 173
		SP:Iteration 31Q (110315.530000 sec): 3 clusters
  Score: Raw -1220479.948277 + Penalty 3042.799637 = -1217437.148641
  nChanged 143
		SP:Iteration 32Q (110315.700000 sec): 3 clusters
  Score: Raw -1220545.492344 + Penalty 3042.799637 = -1217502.692707
  nChanged 149
		SP:Iteration 33Q (110315.890000 sec): 3 clusters
  Score: Raw -1220617.040694 + Penalty 3042.799637 = -1217574.241058
  nChanged 142
		SP:Iteration 34Q (110316.050000 sec): 3 clusters
  Score: Raw -1220684.697477 + Penalty 3042.799637 = -1217641.897841
  nChanged 120
		SP:Iteration 35Q (110316.220000 sec): 3 clusters
  Score: Raw -1220750.532090 + Penalty 3042.799637 = -1217707.732454
  nChanged 111
		SP:Iteration 36Q (110316.390000 sec): 3 clusters
  Score: Raw -1220808.789119 + Penalty 3042.799637 = -1217765.989482
  nChanged 80
		SP:Iteration 37Q (110316.550000 sec): 3 clusters
  Score: Raw -1220845.967528 + Penalty 3042.799637 = -1217803.167892
  nChanged 79
		SP:Iteration 38Q (110316.720000 sec): 3 clusters
  Score: Raw -1220881.850552 + Penalty 3042.799637 = -1217839.050915
  nChanged 78
		SP:Iteration 39Q (110316.940000 sec): 3 clusters
  Score: Raw -1220913.133353 + Penalty 3042.799637 = -1217870.333716
  nChanged 54
		SP:Iteration 40F (110317.120000 sec): 3 clusters
  Score: Raw -1220937.659358 + Penalty 3042.799637 = -1217894.859721
  nChanged 49
		SP:Iteration 41Q (110317.280000 sec): 3 clusters
  Score: Raw -1220960.413095 + Penalty 3042.799637 = -1217917.613458
  nChanged 44
		SP:Iteration 42Q (110317.440000 sec): 3 clusters
  Score: Raw -1220979.688273 + Penalty 3042.799637 = -1217936.888636
  nChanged 51
		SP:Iteration 43Q (110317.600000 sec): 3 clusters
  Score: Raw -1221004.499505 + Penalty 3042.799637 = -1217961.699869
  nChanged 51
		SP:Iteration 44Q (110317.760000 sec): 3 clusters
  Score: Raw -1221026.585957 + Penalty 3042.799637 = -1217983.786321
  nChanged 50
		SP:Iteration 45Q (110317.930000 sec): 3 clusters
  Score: Raw -1221046.777028 + Penalty 3042.799637 = -1218003.977391
  nChanged 28
		SP:Iteration 46Q (110318.100000 sec): 3 clusters
  Score: Raw -1221056.509058 + Penalty 3042.799637 = -1218013.709422
  nChanged 26
		SP:Iteration 47Q (110318.260000 sec): 3 clusters
  Score: Raw -1221065.689537 + Penalty 3042.799637 = -1218022.889901
  nChanged 17
		SP:Iteration 48Q (110318.430000 sec): 3 clusters
  Score: Raw -1221071.469273 + Penalty 3042.799637 = -1218028.669636
  nChanged 15
		SP:Iteration 49Q (110318.590000 sec): 3 clusters
  Score: Raw -1221076.136993 + Penalty 3042.799637 = -1218033.337356
  nChanged 12
		SP:Iteration 50Q (110318.760000 sec): 3 clusters
  Score: Raw -1221080.557112 + Penalty 3042.799637 = -1218037.757475
  nChanged 11
		SP:Iteration 51Q (110318.920000 sec): 3 clusters
  Score: Raw -1221083.975478 + Penalty 3042.799637 = -1218041.175842
  nChanged 13
		SP:Iteration 52Q (110319.090000 sec): 3 clusters
  Score: Raw -1221087.881464 + Penalty 3042.799637 = -1218045.081827
  nChanged 16
		SP:Iteration 53Q (110319.260000 sec): 3 clusters
  Score: Raw -1221092.182740 + Penalty 3042.799637 = -1218049.383103
  nChanged 8
		SP:Iteration 54Q (110319.440000 sec): 3 clusters
  Score: Raw -1221094.203839 + Penalty 3042.799637 = -1218051.404202
  nChanged 8
		SP:Iteration 55Q (110319.610000 sec): 3 clusters
  Score: Raw -1221096.408572 + Penalty 3042.799637 = -1218053.608936
  nChanged 9
		SP:Iteration 56Q (110319.770000 sec): 3 clusters
  Score: Raw -1221099.189033 + Penalty 3042.799637 = -1218056.389396
  nChanged 8
		SP:Iteration 57Q (110319.940000 sec): 3 clusters
  Score: Raw -1221101.879247 + Penalty 3042.799637 = -1218059.079611
  nChanged 8
		SP:Iteration 58Q (110320.100000 sec): 3 clusters
  Score: Raw -1221104.418790 + Penalty 3042.799637 = -1218061.619154
  nChanged 8
		SP:Iteration 59Q (110320.270000 sec): 3 clusters
  Score: Raw -1221106.705047 + Penalty 3042.799637 = -1218063.905411
  nChanged 9
		SP:Iteration 60F (110320.510000 sec): 3 clusters
  Score: Raw -1221109.917174 + Penalty 3042.799637 = -1218067.117537
  nChanged 6
		SP:Iteration 61Q (110320.660000 sec): 3 clusters
  Score: Raw -1221111.871244 + Penalty 3042.799637 = -1218069.071607
  nChanged 7
		SP:Iteration 62Q (110320.850000 sec): 3 clusters
  Score: Raw -1221113.780165 + Penalty 3042.799637 = -1218070.980529
  nChanged 6
		SP:Iteration 63Q (110321.010000 sec): 3 clusters
  Score: Raw -1221115.295722 + Penalty 3042.799637 = -1218072.496085
  nChanged 3
		SP:Iteration 64Q (110321.190000 sec): 3 clusters
  Score: Raw -1221115.772955 + Penalty 3042.799637 = -1218072.973318
  nChanged 1
		SP:Iteration 65Q (110321.360000 sec): 3 clusters
  Score: Raw -1221116.202530 + Penalty 3042.799637 = -1218073.402894
  nChanged 2
		SP:Iteration 66Q (110321.540000 sec): 3 clusters
  Score: Raw -1221116.647090 + Penalty 3042.799637 = -1218073.847453
  nChanged 2
		SP:Iteration 67Q (110321.700000 sec): 3 clusters
  Score: Raw -1221117.083743 + Penalty 3042.799637 = -1218074.284106
  nChanged 1
		SP:Iteration 68Q (110321.900000 sec): 3 clusters
  Score: Raw -1221117.396030 + Penalty 3042.799637 = -1218074.596394
  nChanged 1
		SP:Iteration 69Q (110322.060000 sec): 3 clusters
  Score: Raw -1221117.607706 + Penalty 3042.799637 = -1218074.808070
  nChanged 1
		SP:Iteration 70Q (110322.220000 sec): 3 clusters
  Score: Raw -1221118.041703 + Penalty 3042.799637 = -1218075.242066
  nChanged 2
		SP:Iteration 71Q (110322.390000 sec): 3 clusters
  Score: Raw -1221118.676658 + Penalty 3042.799637 = -1218075.877022
  nChanged 3
		SP:Iteration 72Q (110322.550000 sec): 3 clusters
  Score: Raw -1221119.424516 + Penalty 3042.799637 = -1218076.624879
  nChanged 2
		SP:Iteration 73Q (110322.720000 sec): 3 clusters
  Score: Raw -1221119.702285 + Penalty 3042.799637 = -1218076.902649
  nChanged 1
		SP:Iteration 74Q (110322.880000 sec): 3 clusters
  Score: Raw -1221119.859152 + Penalty 3042.799637 = -1218077.059515
  nChanged 1
		SP:Iteration 75Q (110323.050000 sec): 3 clusters
  Score: Raw -1221120.108908 + Penalty 3042.799637 = -1218077.309272
  nChanged 1
		SP:Iteration 76Q (110323.210000 sec): 3 clusters
  Score: Raw -1221120.312792 + Penalty 3042.799637 = -1218077.513155
  nChanged 3
		SP:Iteration 77Q (110323.380000 sec): 3 clusters
  Score: Raw -1221121.001266 + Penalty 3042.799637 = -1218078.201630
  nChanged 1
		SP:Iteration 78Q (110323.540000 sec): 3 clusters
  Score: Raw -1221121.557207 + Penalty 3042.799637 = -1218078.757571
  nChanged 2
		SP:Iteration 79Q (110323.710000 sec): 3 clusters
  Score: Raw -1221122.282312 + Penalty 3042.799637 = -1218079.482675
  nChanged 3
		SP:Iteration 80F (110323.880000 sec): 3 clusters
  Score: Raw -1221123.868179 + Penalty 3042.799637 = -1218081.068543
  nChanged 4
		SP:Iteration 81Q (110324.060000 sec): 3 clusters
  Score: Raw -1221124.857820 + Penalty 3042.799637 = -1218082.058183
  nChanged 2
		SP:Iteration 82Q (110324.210000 sec): 3 clusters
  Score: Raw -1221125.475720 + Penalty 3042.799637 = -1218082.676084
  nChanged 4
		SP:Iteration 83Q (110324.390000 sec): 3 clusters
  Score: Raw -1221126.927047 + Penalty 3042.799637 = -1218084.127411
  nChanged 3
		SP:Iteration 84Q (110324.540000 sec): 3 clusters
  Score: Raw -1221127.457557 + Penalty 3042.799637 = -1218084.657921
  nChanged 2
		SP:Iteration 85Q (110324.730000 sec): 3 clusters
  Score: Raw -1221127.715452 + Penalty 3042.799637 = -1218084.915815
  nChanged 3
		SP:Iteration 86Q (110324.880000 sec): 3 clusters
  Score: Raw -1221128.525334 + Penalty 3042.799637 = -1218085.725698
  nChanged 2
		SP:Iteration 87Q (110325.060000 sec): 3 clusters
  Score: Raw -1221129.030948 + Penalty 3042.799637 = -1218086.231311
  nChanged 3
		SP:Iteration 88Q (110325.210000 sec): 3 clusters
  Score: Raw -1221129.817977 + Penalty 3042.799637 = -1218087.018341
  nChanged 0
		SP:Iteration 89F (110325.400000 sec): 3 clusters
  Score: Raw -1221129.817977 + Penalty 3042.799637 = -1218087.018341
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110325.470000 sec): 2 clusters
  Score: Raw -193413.647366 + Penalty 1242.687685 = -192170.959681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110325.510000 sec): 3 clusters
  Score: Raw -192496.976441 + Penalty 2485.375371 = -190011.601070
  nChanged 770
		SP:Iteration 1F (110325.560000 sec): 3 clusters
  Score: Raw -193073.537069 + Penalty 2485.375371 = -190588.161699
  nChanged 217
		SP:Iteration 2F (110325.600000 sec): 3 clusters
  Score: Raw -193377.260714 + Penalty 2485.375371 = -190891.885343
  nChanged 173
		SP:Iteration 3F (110325.650000 sec): 3 clusters
  Score: Raw -193602.171072 + Penalty 2485.375371 = -191116.795701
  nChanged 159
		SP:Iteration 4F (110325.690000 sec): 3 clusters
  Score: Raw -193780.091558 + Penalty 2485.375371 = -191294.716187
  nChanged 129
		SP:Iteration 5F (110325.730000 sec): 3 clusters
  Score: Raw -193922.294810 + Penalty 2485.375371 = -191436.919439
  nChanged 99
		SP:Iteration 6Q (110325.770000 sec): 3 clusters
  Score: Raw -194040.685636 + Penalty 2485.375371 = -191555.310265
  nChanged 91
		SP:Iteration 7Q (110325.810000 sec): 3 clusters
  Score: Raw -194158.764213 + Penalty 2485.375371 = -191673.388842
  nChanged 66
		SP:Iteration 8Q (110325.860000 sec): 3 clusters
  Score: Raw -194225.340704 + Penalty 2485.375371 = -191739.965333
  nChanged 42
		SP:Iteration 9Q (110325.900000 sec): 3 clusters
  Score: Raw -194260.442025 + Penalty 2485.375371 = -191775.066655
  nChanged 25
		SP:Iteration 10Q (110325.940000 sec): 3 clusters
  Score: Raw -194280.021502 + Penalty 2485.375371 = -191794.646132
  nChanged 22
		SP:Iteration 11Q (110325.980000 sec): 3 clusters
  Score: Raw -194296.383341 + Penalty 2485.375371 = -191811.007971
  nChanged 26
		SP:Iteration 12Q (110326.020000 sec): 3 clusters
  Score: Raw -194313.620115 + Penalty 2485.375371 = -191828.244744
  nChanged 20
		SP:Iteration 13Q (110326.060000 sec): 3 clusters
  Score: Raw -194327.866208 + Penalty 2485.375371 = -191842.490837
  nChanged 17
		SP:Iteration 14Q (110326.100000 sec): 3 clusters
  Score: Raw -194336.725586 + Penalty 2485.375371 = -191851.350215
  nChanged 8
		SP:Iteration 15Q (110326.150000 sec): 3 clusters
  Score: Raw -194344.090498 + Penalty 2485.375371 = -191858.715127
  nChanged 13
		SP:Iteration 16Q (110326.190000 sec): 3 clusters
  Score: Raw -194352.694288 + Penalty 2485.375371 = -191867.318917
  nChanged 11
		SP:Iteration 17Q (110326.230000 sec): 3 clusters
  Score: Raw -194360.242919 + Penalty 2485.375371 = -191874.867548
  nChanged 10
		SP:Iteration 18Q (110326.270000 sec): 3 clusters
  Score: Raw -194365.430775 + Penalty 2485.375371 = -191880.055404
  nChanged 6
		SP:Iteration 19Q (110326.310000 sec): 3 clusters
  Score: Raw -194367.228276 + Penalty 2485.375371 = -191881.852905
  nChanged 5
		SP:Iteration 20F (110326.350000 sec): 3 clusters
  Score: Raw -194369.721095 + Penalty 2485.375371 = -191884.345725
  nChanged 3
		SP:Iteration 21Q (110326.390000 sec): 3 clusters
  Score: Raw -194371.482011 + Penalty 2485.375371 = -191886.106641
  nChanged 4
		SP:Iteration 22Q (110326.430000 sec): 3 clusters
  Score: Raw -194372.988478 + Penalty 2485.375371 = -191887.613107
  nChanged 2
		SP:Iteration 23Q (110326.470000 sec): 3 clusters
  Score: Raw -194374.442881 + Penalty 2485.375371 = -191889.067510
  nChanged 2
		SP:Iteration 24Q (110326.520000 sec): 3 clusters
  Score: Raw -194375.852370 + Penalty 2485.375371 = -191890.477000
  nChanged 0
		SP:Iteration 25F (110326.560000 sec): 3 clusters
  Score: Raw -194375.852370 + Penalty 2485.375371 = -191890.477000
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (97189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110327.280000 sec): 2 clusters
  Score: Raw -10208496.186186 + Penalty 1866.217082 = -10206629.969103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110328.320000 sec): 3 clusters
  Score: Raw -10145207.334514 + Penalty 3732.434165 = -10141474.900349
  nChanged 46406
		SP:Iteration 1F (110329.340000 sec): 3 clusters
  Score: Raw -10172299.418129 + Penalty 3732.434165 = -10168566.983964
  nChanged 3264
		SP:Iteration 2Q (110330.410000 sec): 3 clusters
  Score: Raw -10173128.169858 + Penalty 3732.434165 = -10169395.735694
  nChanged 3731
		SP:Iteration 3Q (110331.450000 sec): 3 clusters
  Score: Raw -10174271.452418 + Penalty 3732.434165 = -10170539.018253
  nChanged 4304
		SP:Iteration 4Q (110332.460000 sec): 3 clusters
  Score: Raw -10175814.234778 + Penalty 3732.434165 = -10172081.800613
  nChanged 4857
		SP:Iteration 5Q (110333.480000 sec): 3 clusters
  Score: Raw -10177880.905552 + Penalty 3732.434165 = -10174148.471387
  nChanged 5397
		SP:Iteration 6F (110334.480000 sec): 3 clusters
  Score: Raw -10180570.057347 + Penalty 3732.434165 = -10176837.623182
  nChanged 5881
		SP:Iteration 7F (110335.480000 sec): 3 clusters
  Score: Raw -10183999.899368 + Penalty 3732.434165 = -10180267.465203
  nChanged 6061
		SP:Iteration 8F (110336.480000 sec): 3 clusters
  Score: Raw -10188247.239780 + Penalty 3732.434165 = -10184514.805615
  nChanged 6157
		SP:Iteration 9F (110337.510000 sec): 3 clusters
  Score: Raw -10193400.070345 + Penalty 3732.434165 = -10189667.636180
  nChanged 5325
		SP:Iteration 10F (110338.480000 sec): 3 clusters
  Score: Raw -10198337.888578 + Penalty 3732.434165 = -10194605.454413
  nChanged 3980
		SP:Iteration 11Q (110339.480000 sec): 3 clusters
  Score: Raw -10202233.862355 + Penalty 3732.434165 = -10198501.428190
  nChanged 2546
		SP:Iteration 12Q (110340.440000 sec): 3 clusters
  Score: Raw -10204613.668748 + Penalty 3732.434165 = -10200881.234583
  nChanged 1530
		SP:Iteration 13Q (110341.350000 sec): 3 clusters
  Score: Raw -10205857.610261 + Penalty 3732.434165 = -10202125.176096
  nChanged 1040
		SP:Iteration 14Q (110342.240000 sec): 3 clusters
  Score: Raw -10206550.966621 + Penalty 3732.434165 = -10202818.532456
  nChanged 800
		SP:Iteration 15Q (110343.160000 sec): 3 clusters
  Score: Raw -10207051.685323 + Penalty 3732.434165 = -10203319.251158
  nChanged 652
		SP:Iteration 16Q (110344.070000 sec): 3 clusters
  Score: Raw -10207442.855128 + Penalty 3732.434165 = -10203710.420963
  nChanged 521
		SP:Iteration 17Q (110344.990000 sec): 3 clusters
  Score: Raw -10207743.189119 + Penalty 3732.434165 = -10204010.754954
  nChanged 394
		SP:Iteration 18Q (110345.890000 sec): 3 clusters
  Score: Raw -10207979.003111 + Penalty 3732.434165 = -10204246.568946
  nChanged 325
		SP:Iteration 19Q (110346.780000 sec): 3 clusters
  Score: Raw -10208166.925296 + Penalty 3732.434165 = -10204434.491131
  nChanged 256
		SP:Iteration 20F (110347.740000 sec): 3 clusters
  Score: Raw -10208304.514921 + Penalty 3732.434165 = -10204572.080756
  nChanged 208
		SP:Iteration 21Q (110348.630000 sec): 3 clusters
  Score: Raw -10208417.443929 + Penalty 3732.434165 = -10204685.009764
  nChanged 158
		SP:Iteration 22Q (110349.520000 sec): 3 clusters
  Score: Raw -10208501.561120 + Penalty 3732.434165 = -10204769.126955
  nChanged 132
		SP:Iteration 23Q (110350.370000 sec): 3 clusters
  Score: Raw -10208562.276645 + Penalty 3732.434165 = -10204829.842480
  nChanged 114
		SP:Iteration 24Q (110351.260000 sec): 3 clusters
  Score: Raw -10208619.694351 + Penalty 3732.434165 = -10204887.260186
  nChanged 115
		SP:Iteration 25Q (110352.150000 sec): 3 clusters
  Score: Raw -10208684.293675 + Penalty 3732.434165 = -10204951.859510
  nChanged 107
		SP:Iteration 26Q (110352.990000 sec): 3 clusters
  Score: Raw -10208740.284121 + Penalty 3732.434165 = -10205007.849956
  nChanged 83
		SP:Iteration 27Q (110353.880000 sec): 3 clusters
  Score: Raw -10208785.381093 + Penalty 3732.434165 = -10205052.946928
  nChanged 74
		SP:Iteration 28Q (110354.770000 sec): 3 clusters
  Score: Raw -10208820.230729 + Penalty 3732.434165 = -10205087.796564
  nChanged 66
		SP:Iteration 29Q (110355.620000 sec): 3 clusters
  Score: Raw -10208848.685005 + Penalty 3732.434165 = -10205116.250840
  nChanged 46
		SP:Iteration 30Q (110356.490000 sec): 3 clusters
  Score: Raw -10208866.104924 + Penalty 3732.434165 = -10205133.670759
  nChanged 30
		SP:Iteration 31Q (110357.380000 sec): 3 clusters
  Score: Raw -10208876.802176 + Penalty 3732.434165 = -10205144.368011
  nChanged 25
		SP:Iteration 32Q (110358.220000 sec): 3 clusters
  Score: Raw -10208886.877414 + Penalty 3732.434165 = -10205154.443249
  nChanged 23
		SP:Iteration 33Q (110359.110000 sec): 3 clusters
  Score: Raw -10208895.777323 + Penalty 3732.434165 = -10205163.343158
  nChanged 22
		SP:Iteration 34Q (110359.950000 sec): 3 clusters
  Score: Raw -10208904.121548 + Penalty 3732.434165 = -10205171.687383
  nChanged 22
		SP:Iteration 35Q (110360.810000 sec): 3 clusters
  Score: Raw -10208910.060560 + Penalty 3732.434165 = -10205177.626395
  nChanged 13
		SP:Iteration 36Q (110361.650000 sec): 3 clusters
  Score: Raw -10208914.082010 + Penalty 3732.434165 = -10205181.647845
  nChanged 11
		SP:Iteration 37Q (110362.520000 sec): 3 clusters
  Score: Raw -10208919.577933 + Penalty 3732.434165 = -10205187.143768
  nChanged 7
		SP:Iteration 38Q (110363.410000 sec): 3 clusters
  Score: Raw -10208922.018299 + Penalty 3732.434165 = -10205189.584134
  nChanged 5
		SP:Iteration 39Q (110364.250000 sec): 3 clusters
  Score: Raw -10208923.375977 + Penalty 3732.434165 = -10205190.941812
  nChanged 3
		SP:Iteration 40F (110365.260000 sec): 3 clusters
  Score: Raw -10208924.384473 + Penalty 3732.434165 = -10205191.950308
  nChanged 4
		SP:Iteration 41Q (110366.090000 sec): 3 clusters
  Score: Raw -10208925.787609 + Penalty 3732.434165 = -10205193.353444
  nChanged 5
		SP:Iteration 42Q (110366.990000 sec): 3 clusters
  Score: Raw -10208927.099845 + Penalty 3732.434165 = -10205194.665680
  nChanged 6
		SP:Iteration 43Q (110367.830000 sec): 3 clusters
  Score: Raw -10208928.709772 + Penalty 3732.434165 = -10205196.275607
  nChanged 7
		SP:Iteration 44Q (110368.720000 sec): 3 clusters
  Score: Raw -10208931.371996 + Penalty 3732.434165 = -10205198.937831
  nChanged 14
		SP:Iteration 45Q (110369.610000 sec): 3 clusters
  Score: Raw -10208936.604293 + Penalty 3732.434165 = -10205204.170128
  nChanged 15
		SP:Iteration 46Q (110370.450000 sec): 3 clusters
  Score: Raw -10208941.729834 + Penalty 3732.434165 = -10205209.295669
  nChanged 15
		SP:Iteration 47Q (110371.340000 sec): 3 clusters
  Score: Raw -10208947.393358 + Penalty 3732.434165 = -10205214.959193
  nChanged 16
		SP:Iteration 48Q (110372.230000 sec): 3 clusters
  Score: Raw -10208953.209662 + Penalty 3732.434165 = -10205220.775497
  nChanged 16
		SP:Iteration 49Q (110373.070000 sec): 3 clusters
  Score: Raw -10208957.520337 + Penalty 3732.434165 = -10205225.086172
  nChanged 10
		SP:Iteration 50Q (110373.960000 sec): 3 clusters
  Score: Raw -10208961.828371 + Penalty 3732.434165 = -10205229.394206
  nChanged 10
		SP:Iteration 51Q (110374.800000 sec): 3 clusters
  Score: Raw -10208965.691474 + Penalty 3732.434165 = -10205233.257309
  nChanged 13
		SP:Iteration 52Q (110375.680000 sec): 3 clusters
  Score: Raw -10208969.222906 + Penalty 3732.434165 = -10205236.788741
  nChanged 4
		SP:Iteration 53Q (110376.580000 sec): 3 clusters
  Score: Raw -10208970.697811 + Penalty 3732.434165 = -10205238.263646
  nChanged 5
		SP:Iteration 54Q (110377.420000 sec): 3 clusters
  Score: Raw -10208972.658395 + Penalty 3732.434165 = -10205240.224230
  nChanged 4
		SP:Iteration 55Q (110378.310000 sec): 3 clusters
  Score: Raw -10208974.073288 + Penalty 3732.434165 = -10205241.639123
  nChanged 1
		SP:Iteration 56Q (110379.140000 sec): 3 clusters
  Score: Raw -10208974.235045 + Penalty 3732.434165 = -10205241.800880
  nChanged 1
		SP:Iteration 57Q (110380.030000 sec): 3 clusters
  Score: Raw -10208974.606579 + Penalty 3732.434165 = -10205242.172414
  nChanged 4
		SP:Iteration 58Q (110380.920000 sec): 3 clusters
  Score: Raw -10208975.583895 + Penalty 3732.434165 = -10205243.149730
  nChanged 0
		SP:Iteration 59F (110381.920000 sec): 3 clusters
  Score: Raw -10208975.583895 + Penalty 3732.434165 = -10205243.149730
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110382.000000 sec): 2 clusters
  Score: Raw -744480.743240 + Penalty 1457.198713 = -743023.544527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110382.170000 sec): 3 clusters
  Score: Raw -740048.715751 + Penalty 2914.397425 = -737134.318326
  nChanged 3397
		SP:Iteration 1F (110382.290000 sec): 3 clusters
  Score: Raw -741996.158761 + Penalty 2914.397425 = -739081.761336
  nChanged 648
		SP:Iteration 2F (110382.410000 sec): 3 clusters
  Score: Raw -742448.519903 + Penalty 2914.397425 = -739534.122478
  nChanged 593
		SP:Iteration 3F (110382.540000 sec): 3 clusters
  Score: Raw -742858.590162 + Penalty 2914.397425 = -739944.192736
  nChanged 509
		SP:Iteration 4F (110382.660000 sec): 3 clusters
  Score: Raw -743213.535970 + Penalty 2914.397425 = -740299.138545
  nChanged 471
		SP:Iteration 5F (110382.790000 sec): 3 clusters
  Score: Raw -743485.656881 + Penalty 2914.397425 = -740571.259455
  nChanged 360
		SP:Iteration 6Q (110382.920000 sec): 3 clusters
  Score: Raw -743683.791094 + Penalty 2914.397425 = -740769.393669
  nChanged 281
		SP:Iteration 7Q (110383.050000 sec): 3 clusters
  Score: Raw -743806.986903 + Penalty 2914.397425 = -740892.589478
  nChanged 219
		SP:Iteration 8Q (110383.180000 sec): 3 clusters
  Score: Raw -743888.114324 + Penalty 2914.397425 = -740973.716898
  nChanged 161
		SP:Iteration 9Q (110383.310000 sec): 3 clusters
  Score: Raw -743950.155271 + Penalty 2914.397425 = -741035.757846
  nChanged 143
		SP:Iteration 10Q (110383.430000 sec): 3 clusters
  Score: Raw -744002.927574 + Penalty 2914.397425 = -741088.530149
  nChanged 110
		SP:Iteration 11Q (110383.560000 sec): 3 clusters
  Score: Raw -744035.276510 + Penalty 2914.397425 = -741120.879084
  nChanged 92
		SP:Iteration 12Q (110383.680000 sec): 3 clusters
  Score: Raw -744058.181938 + Penalty 2914.397425 = -741143.784512
  nChanged 89
		SP:Iteration 13Q (110383.810000 sec): 3 clusters
  Score: Raw -744086.487703 + Penalty 2914.397425 = -741172.090278
  nChanged 79
		SP:Iteration 14Q (110383.940000 sec): 3 clusters
  Score: Raw -744120.070562 + Penalty 2914.397425 = -741205.673137
  nChanged 89
		SP:Iteration 15Q (110384.070000 sec): 3 clusters
  Score: Raw -744156.837219 + Penalty 2914.397425 = -741242.439793
  nChanged 92
		SP:Iteration 16Q (110384.200000 sec): 3 clusters
  Score: Raw -744192.202573 + Penalty 2914.397425 = -741277.805147
  nChanged 91
		SP:Iteration 17Q (110384.340000 sec): 3 clusters
  Score: Raw -744224.062548 + Penalty 2914.397425 = -741309.665123
  nChanged 86
		SP:Iteration 18Q (110384.460000 sec): 3 clusters
  Score: Raw -744259.982520 + Penalty 2914.397425 = -741345.585094
  nChanged 89
		SP:Iteration 19Q (110384.600000 sec): 3 clusters
  Score: Raw -744297.664655 + Penalty 2914.397425 = -741383.267230
  nChanged 97
		SP:Iteration 20F (110384.720000 sec): 3 clusters
  Score: Raw -744347.611866 + Penalty 2914.397425 = -741433.214441
  nChanged 112
		SP:Iteration 21Q (110384.850000 sec): 3 clusters
  Score: Raw -744407.690387 + Penalty 2914.397425 = -741493.292962
  nChanged 120
		SP:Iteration 22Q (110384.980000 sec): 3 clusters
  Score: Raw -744468.025147 + Penalty 2914.397425 = -741553.627721
  nChanged 108
		SP:Iteration 23Q (110385.110000 sec): 3 clusters
  Score: Raw -744515.979361 + Penalty 2914.397425 = -741601.581935
  nChanged 88
		SP:Iteration 24Q (110385.240000 sec): 3 clusters
  Score: Raw -744555.196730 + Penalty 2914.397425 = -741640.799304
  nChanged 85
		SP:Iteration 25Q (110385.370000 sec): 3 clusters
  Score: Raw -744599.062314 + Penalty 2914.397425 = -741684.664889
  nChanged 98
		SP:Iteration 26Q (110385.500000 sec): 3 clusters
  Score: Raw -744656.255618 + Penalty 2914.397425 = -741741.858192
  nChanged 108
		SP:Iteration 27Q (110385.620000 sec): 3 clusters
  Score: Raw -744718.364319 + Penalty 2914.397425 = -741803.966894
  nChanged 99
		SP:Iteration 28Q (110385.740000 sec): 3 clusters
  Score: Raw -744780.318921 + Penalty 2914.397425 = -741865.921496
  nChanged 101
		SP:Iteration 29Q (110385.860000 sec): 3 clusters
  Score: Raw -744845.486216 + Penalty 2914.397425 = -741931.088790
  nChanged 74
		SP:Iteration 30Q (110385.980000 sec): 3 clusters
  Score: Raw -744887.910055 + Penalty 2914.397425 = -741973.512629
  nChanged 81
		SP:Iteration 31Q (110386.100000 sec): 3 clusters
  Score: Raw -744929.471965 + Penalty 2914.397425 = -742015.074540
  nChanged 75
		SP:Iteration 32Q (110386.220000 sec): 3 clusters
  Score: Raw -744974.942473 + Penalty 2914.397425 = -742060.545047
  nChanged 64
		SP:Iteration 33Q (110386.350000 sec): 3 clusters
  Score: Raw -745014.452462 + Penalty 2914.397425 = -742100.055037
  nChanged 68
		SP:Iteration 34Q (110386.480000 sec): 3 clusters
  Score: Raw -745045.007367 + Penalty 2914.397425 = -742130.609942
  nChanged 51
		SP:Iteration 35Q (110386.600000 sec): 3 clusters
  Score: Raw -745071.003773 + Penalty 2914.397425 = -742156.606348
  nChanged 57
		SP:Iteration 36Q (110386.730000 sec): 3 clusters
  Score: Raw -745096.085219 + Penalty 2914.397425 = -742181.687794
  nChanged 35
		SP:Iteration 37Q (110386.860000 sec): 3 clusters
  Score: Raw -745110.115725 + Penalty 2914.397425 = -742195.718300
  nChanged 30
		SP:Iteration 38Q (110386.990000 sec): 3 clusters
  Score: Raw -745122.433889 + Penalty 2914.397425 = -742208.036464
  nChanged 33
		SP:Iteration 39Q (110387.120000 sec): 3 clusters
  Score: Raw -745133.884978 + Penalty 2914.397425 = -742219.487553
  nChanged 31
		SP:Iteration 40F (110387.250000 sec): 3 clusters
  Score: Raw -745145.704623 + Penalty 2914.397425 = -742231.307198
  nChanged 30
		SP:Iteration 41Q (110387.380000 sec): 3 clusters
  Score: Raw -745158.181156 + Penalty 2914.397425 = -742243.783730
  nChanged 31
		SP:Iteration 42Q (110387.500000 sec): 3 clusters
  Score: Raw -745171.516431 + Penalty 2914.397425 = -742257.119006
  nChanged 28
		SP:Iteration 43Q (110387.630000 sec): 3 clusters
  Score: Raw -745180.559134 + Penalty 2914.397425 = -742266.161709
  nChanged 29
		SP:Iteration 44Q (110387.760000 sec): 3 clusters
  Score: Raw -745190.040837 + Penalty 2914.397425 = -742275.643412
  nChanged 23
		SP:Iteration 45Q (110387.890000 sec): 3 clusters
  Score: Raw -745197.687648 + Penalty 2914.397425 = -742283.290222
  nChanged 18
		SP:Iteration 46Q (110388.020000 sec): 3 clusters
  Score: Raw -745204.702735 + Penalty 2914.397425 = -742290.305310
  nChanged 22
		SP:Iteration 47Q (110388.140000 sec): 3 clusters
  Score: Raw -745212.370951 + Penalty 2914.397425 = -742297.973525
  nChanged 19
		SP:Iteration 48Q (110388.270000 sec): 3 clusters
  Score: Raw -745219.646660 + Penalty 2914.397425 = -742305.249235
  nChanged 20
		SP:Iteration 49Q (110388.400000 sec): 3 clusters
  Score: Raw -745225.253668 + Penalty 2914.397425 = -742310.856243
  nChanged 11
		SP:Iteration 50Q (110388.530000 sec): 3 clusters
  Score: Raw -745228.834577 + Penalty 2914.397425 = -742314.437152
  nChanged 14
		SP:Iteration 51Q (110388.660000 sec): 3 clusters
  Score: Raw -745234.469565 + Penalty 2914.397425 = -742320.072140
  nChanged 18
		SP:Iteration 52Q (110388.780000 sec): 3 clusters
  Score: Raw -745242.896106 + Penalty 2914.397425 = -742328.498681
  nChanged 23
		SP:Iteration 53Q (110388.910000 sec): 3 clusters
  Score: Raw -745250.514780 + Penalty 2914.397425 = -742336.117355
  nChanged 17
		SP:Iteration 54Q (110389.040000 sec): 3 clusters
  Score: Raw -745257.609404 + Penalty 2914.397425 = -742343.211979
  nChanged 15
		SP:Iteration 55Q (110389.160000 sec): 3 clusters
  Score: Raw -745262.096694 + Penalty 2914.397425 = -742347.699269
  nChanged 15
		SP:Iteration 56Q (110389.290000 sec): 3 clusters
  Score: Raw -745267.142929 + Penalty 2914.397425 = -742352.745503
  nChanged 17
		SP:Iteration 57Q (110389.420000 sec): 3 clusters
  Score: Raw -745276.397601 + Penalty 2914.397425 = -742362.000175
  nChanged 20
		SP:Iteration 58Q (110389.550000 sec): 3 clusters
  Score: Raw -745284.689459 + Penalty 2914.397425 = -742370.292033
  nChanged 18
		SP:Iteration 59Q (110389.670000 sec): 3 clusters
  Score: Raw -745291.246373 + Penalty 2914.397425 = -742376.848948
  nChanged 11
		SP:Iteration 60F (110389.790000 sec): 3 clusters
  Score: Raw -745294.372311 + Penalty 2914.397425 = -742379.974886
  nChanged 8
		SP:Iteration 61Q (110389.910000 sec): 3 clusters
  Score: Raw -745296.987014 + Penalty 2914.397425 = -742382.589589
  nChanged 8
		SP:Iteration 62Q (110390.030000 sec): 3 clusters
  Score: Raw -745299.871945 + Penalty 2914.397425 = -742385.474520
  nChanged 8
		SP:Iteration 63Q (110390.150000 sec): 3 clusters
  Score: Raw -745301.566919 + Penalty 2914.397425 = -742387.169494
  nChanged 6
		SP:Iteration 64Q (110390.260000 sec): 3 clusters
  Score: Raw -745303.489400 + Penalty 2914.397425 = -742389.091975
  nChanged 6
		SP:Iteration 65Q (110390.380000 sec): 3 clusters
  Score: Raw -745304.428600 + Penalty 2914.397425 = -742390.031174
  nChanged 2
		SP:Iteration 66Q (110390.500000 sec): 3 clusters
  Score: Raw -745304.766415 + Penalty 2914.397425 = -742390.368990
  nChanged 1
		SP:Iteration 67Q (110390.630000 sec): 3 clusters
  Score: Raw -745305.089846 + Penalty 2914.397425 = -742390.692421
  nChanged 0
		SP:Iteration 68F (110390.760000 sec): 3 clusters
  Score: Raw -745305.089846 + Penalty 2914.397425 = -742390.692421
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110390.840000 sec): 2 clusters
  Score: Raw -560222.288366 + Penalty 1393.297827 = -558828.990540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110390.940000 sec): 3 clusters
  Score: Raw -557414.402505 + Penalty 2786.595653 = -554627.806852
  nChanged 2172
		SP:Iteration 1F (110391.040000 sec): 3 clusters
  Score: Raw -558628.879379 + Penalty 2786.595653 = -555842.283726
  nChanged 370
		SP:Iteration 2F (110391.140000 sec): 3 clusters
  Score: Raw -558820.782122 + Penalty 2786.595653 = -556034.186469
  nChanged 257
		SP:Iteration 3Q (110391.240000 sec): 3 clusters
  Score: Raw -558944.428624 + Penalty 2786.595653 = -556157.832971
  nChanged 227
		SP:Iteration 4Q (110391.340000 sec): 3 clusters
  Score: Raw -559051.862899 + Penalty 2786.595653 = -556265.267246
  nChanged 190
		SP:Iteration 5Q (110391.450000 sec): 3 clusters
  Score: Raw -559146.467779 + Penalty 2786.595653 = -556359.872126
  nChanged 190
		SP:Iteration 6Q (110391.550000 sec): 3 clusters
  Score: Raw -559248.376548 + Penalty 2786.595653 = -556461.780895
  nChanged 185
		SP:Iteration 7Q (110391.650000 sec): 3 clusters
  Score: Raw -559335.267843 + Penalty 2786.595653 = -556548.672189
  nChanged 168
		SP:Iteration 8Q (110391.750000 sec): 3 clusters
  Score: Raw -559418.598015 + Penalty 2786.595653 = -556632.002362
  nChanged 167
		SP:Iteration 9Q (110391.860000 sec): 3 clusters
  Score: Raw -559513.526861 + Penalty 2786.595653 = -556726.931208
  nChanged 179
		SP:Iteration 10Q (110391.960000 sec): 3 clusters
  Score: Raw -559633.982414 + Penalty 2786.595653 = -556847.386761
  nChanged 205
		SP:Iteration 11Q (110392.060000 sec): 3 clusters
  Score: Raw -559783.632004 + Penalty 2786.595653 = -556997.036350
  nChanged 216
		SP:Iteration 12Q (110392.160000 sec): 3 clusters
  Score: Raw -559988.778062 + Penalty 2786.595653 = -557202.182409
  nChanged 237
		SP:Iteration 13Q (110392.260000 sec): 3 clusters
  Score: Raw -560262.207540 + Penalty 2786.595653 = -557475.611887
  nChanged 233
		SP:Iteration 14Q (110392.360000 sec): 3 clusters
  Score: Raw -560562.687884 + Penalty 2786.595653 = -557776.092230
  nChanged 205
		SP:Iteration 15Q (110392.460000 sec): 3 clusters
  Score: Raw -560848.706336 + Penalty 2786.595653 = -558062.110683
  nChanged 177
		SP:Iteration 16Q (110392.560000 sec): 3 clusters
  Score: Raw -561132.062382 + Penalty 2786.595653 = -558345.466729
  nChanged 124
		SP:Iteration 17Q (110392.660000 sec): 3 clusters
  Score: Raw -561327.432084 + Penalty 2786.595653 = -558540.836431
  nChanged 82
		SP:Iteration 18Q (110392.750000 sec): 3 clusters
  Score: Raw -561444.333731 + Penalty 2786.595653 = -558657.738077
  nChanged 53
		SP:Iteration 19Q (110392.840000 sec): 3 clusters
  Score: Raw -561486.758249 + Penalty 2786.595653 = -558700.162596
  nChanged 28
		SP:Iteration 20F (110392.950000 sec): 3 clusters
  Score: Raw -561502.477431 + Penalty 2786.595653 = -558715.881777
  nChanged 13
		SP:Iteration 21Q (110393.040000 sec): 3 clusters
  Score: Raw -561508.078060 + Penalty 2786.595653 = -558721.482407
  nChanged 8
		SP:Iteration 22Q (110393.130000 sec): 3 clusters
  Score: Raw -561510.582301 + Penalty 2786.595653 = -558723.986648
  nChanged 3
		SP:Iteration 23Q (110393.220000 sec): 3 clusters
  Score: Raw -561511.536563 + Penalty 2786.595653 = -558724.940910
  nChanged 1
		SP:Iteration 24Q (110393.320000 sec): 3 clusters
  Score: Raw -561511.705350 + Penalty 2786.595653 = -558725.109697
  nChanged 0
		SP:Iteration 25F (110393.420000 sec): 3 clusters
  Score: Raw -561511.705350 + Penalty 2786.595653 = -558725.109697
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110393.470000 sec): 2 clusters
  Score: Raw -72161.980825 + Penalty 1093.596411 = -71068.384414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110393.490000 sec): 3 clusters
  Score: Raw -72065.887582 + Penalty 2187.192823 = -69878.694759
  nChanged 247
		SP:Iteration 1F (110393.510000 sec): 3 clusters
  Score: Raw -72433.428331 + Penalty 2187.192823 = -70246.235508
  nChanged 71
		SP:Iteration 2F (110393.520000 sec): 3 clusters
  Score: Raw -72568.243845 + Penalty 2187.192823 = -70381.051022
  nChanged 35
		SP:Iteration 3Q (110393.540000 sec): 3 clusters
  Score: Raw -72630.536116 + Penalty 2187.192823 = -70443.343293
  nChanged 30
		SP:Iteration 4Q (110393.560000 sec): 3 clusters
  Score: Raw -72728.065525 + Penalty 2187.192823 = -70540.872703
  nChanged 27
		SP:Iteration 5Q (110393.570000 sec): 3 clusters
  Score: Raw -72779.469603 + Penalty 2187.192823 = -70592.276780
  nChanged 25
		SP:Iteration 6Q (110393.590000 sec): 3 clusters
  Score: Raw -72817.856513 + Penalty 2187.192823 = -70630.663690
  nChanged 13
		SP:Iteration 7Q (110393.610000 sec): 3 clusters
  Score: Raw -72840.540173 + Penalty 2187.192823 = -70653.347350
  nChanged 8
		SP:Iteration 8Q (110393.620000 sec): 3 clusters
  Score: Raw -72854.656220 + Penalty 2187.192823 = -70667.463397
  nChanged 1
		SP:Iteration 9Q (110393.640000 sec): 3 clusters
  Score: Raw -72855.401760 + Penalty 2187.192823 = -70668.208938
  nChanged 2
		SP:Iteration 10Q (110393.660000 sec): 3 clusters
  Score: Raw -72862.254924 + Penalty 2187.192823 = -70675.062101
  nChanged 4
		SP:Iteration 11Q (110393.670000 sec): 3 clusters
  Score: Raw -72866.992573 + Penalty 2187.192823 = -70679.799750
  nChanged 4
		SP:Iteration 12Q (110393.690000 sec): 3 clusters
  Score: Raw -72871.054246 + Penalty 2187.192823 = -70683.861423
  nChanged 2
		SP:Iteration 13Q (110393.700000 sec): 3 clusters
  Score: Raw -72873.001652 + Penalty 2187.192823 = -70685.808829
  nChanged 1
		SP:Iteration 14Q (110393.720000 sec): 3 clusters
  Score: Raw -72874.399840 + Penalty 2187.192823 = -70687.207017
  nChanged 1
		SP:Iteration 15Q (110393.740000 sec): 3 clusters
  Score: Raw -72875.846856 + Penalty 2187.192823 = -70688.654033
  nChanged 0
		SP:Iteration 16F (110393.750000 sec): 3 clusters
  Score: Raw -72875.846856 + Penalty 2187.192823 = -70688.654033
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110393.910000 sec): 2 clusters
  Score: Raw -1356824.554631 + Penalty 1538.650649 = -1355285.903981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110394.140000 sec): 3 clusters
  Score: Raw -1349210.858913 + Penalty 3077.301299 = -1346133.557614
  nChanged 5786
		SP:Iteration 1F (110394.350000 sec): 3 clusters
  Score: Raw -1352299.028914 + Penalty 3077.301299 = -1349221.727615
  nChanged 886
		SP:Iteration 2F (110394.560000 sec): 3 clusters
  Score: Raw -1352841.166987 + Penalty 3077.301299 = -1349763.865688
  nChanged 1061
		SP:Iteration 3F (110394.760000 sec): 3 clusters
  Score: Raw -1353661.436089 + Penalty 3077.301299 = -1350584.134791
  nChanged 1123
		SP:Iteration 4F (110394.960000 sec): 3 clusters
  Score: Raw -1354596.408776 + Penalty 3077.301299 = -1351519.107477
  nChanged 955
		SP:Iteration 5F (110395.160000 sec): 3 clusters
  Score: Raw -1355291.145398 + Penalty 3077.301299 = -1352213.844099
  nChanged 717
		SP:Iteration 6F (110395.360000 sec): 3 clusters
  Score: Raw -1355729.933876 + Penalty 3077.301299 = -1352652.632577
  nChanged 491
		SP:Iteration 7Q (110395.580000 sec): 3 clusters
  Score: Raw -1355999.856248 + Penalty 3077.301299 = -1352922.554949
  nChanged 368
		SP:Iteration 8Q (110395.770000 sec): 3 clusters
  Score: Raw -1356180.879089 + Penalty 3077.301299 = -1353103.577791
  nChanged 277
		SP:Iteration 9Q (110396.000000 sec): 3 clusters
  Score: Raw -1356304.951210 + Penalty 3077.301299 = -1353227.649912
  nChanged 225
		SP:Iteration 10Q (110396.200000 sec): 3 clusters
  Score: Raw -1356408.026563 + Penalty 3077.301299 = -1353330.725264
  nChanged 183
		SP:Iteration 11Q (110396.470000 sec): 3 clusters
  Score: Raw -1356501.660565 + Penalty 3077.301299 = -1353424.359266
  nChanged 178
		SP:Iteration 12Q (110396.660000 sec): 3 clusters
  Score: Raw -1356586.002560 + Penalty 3077.301299 = -1353508.701261
  nChanged 148
		SP:Iteration 13Q (110396.890000 sec): 3 clusters
  Score: Raw -1356655.202929 + Penalty 3077.301299 = -1353577.901631
  nChanged 141
		SP:Iteration 14Q (110397.090000 sec): 3 clusters
  Score: Raw -1356723.957031 + Penalty 3077.301299 = -1353646.655732
  nChanged 119
		SP:Iteration 15Q (110397.310000 sec): 3 clusters
  Score: Raw -1356784.884974 + Penalty 3077.301299 = -1353707.583675
  nChanged 100
		SP:Iteration 16Q (110397.500000 sec): 3 clusters
  Score: Raw -1356830.392560 + Penalty 3077.301299 = -1353753.091262
  nChanged 77
		SP:Iteration 17Q (110397.700000 sec): 3 clusters
  Score: Raw -1356868.384838 + Penalty 3077.301299 = -1353791.083539
  nChanged 70
		SP:Iteration 18Q (110397.900000 sec): 3 clusters
  Score: Raw -1356904.612559 + Penalty 3077.301299 = -1353827.311261
  nChanged 57
		SP:Iteration 19Q (110398.100000 sec): 3 clusters
  Score: Raw -1356935.209257 + Penalty 3077.301299 = -1353857.907958
  nChanged 46
		SP:Iteration 20F (110398.300000 sec): 3 clusters
  Score: Raw -1356959.754655 + Penalty 3077.301299 = -1353882.453356
  nChanged 41
		SP:Iteration 21Q (110398.510000 sec): 3 clusters
  Score: Raw -1356983.310652 + Penalty 3077.301299 = -1353906.009353
  nChanged 41
		SP:Iteration 22Q (110398.700000 sec): 3 clusters
  Score: Raw -1357005.383130 + Penalty 3077.301299 = -1353928.081832
  nChanged 34
		SP:Iteration 23Q (110398.890000 sec): 3 clusters
  Score: Raw -1357024.665292 + Penalty 3077.301299 = -1353947.363994
  nChanged 30
		SP:Iteration 24Q (110399.090000 sec): 3 clusters
  Score: Raw -1357040.077956 + Penalty 3077.301299 = -1353962.776658
  nChanged 22
		SP:Iteration 25Q (110399.280000 sec): 3 clusters
  Score: Raw -1357052.267525 + Penalty 3077.301299 = -1353974.966226
  nChanged 27
		SP:Iteration 26Q (110399.490000 sec): 3 clusters
  Score: Raw -1357064.860705 + Penalty 3077.301299 = -1353987.559407
  nChanged 17
		SP:Iteration 27Q (110399.680000 sec): 3 clusters
  Score: Raw -1357074.142388 + Penalty 3077.301299 = -1353996.841089
  nChanged 14
		SP:Iteration 28Q (110399.870000 sec): 3 clusters
  Score: Raw -1357081.426697 + Penalty 3077.301299 = -1354004.125398
  nChanged 15
		SP:Iteration 29Q (110400.070000 sec): 3 clusters
  Score: Raw -1357088.446932 + Penalty 3077.301299 = -1354011.145634
  nChanged 13
		SP:Iteration 30Q (110400.260000 sec): 3 clusters
  Score: Raw -1357093.419027 + Penalty 3077.301299 = -1354016.117729
  nChanged 8
		SP:Iteration 31Q (110400.470000 sec): 3 clusters
  Score: Raw -1357097.979762 + Penalty 3077.301299 = -1354020.678464
  nChanged 10
		SP:Iteration 32Q (110400.660000 sec): 3 clusters
  Score: Raw -1357102.610653 + Penalty 3077.301299 = -1354025.309354
  nChanged 6
		SP:Iteration 33Q (110400.840000 sec): 3 clusters
  Score: Raw -1357105.966227 + Penalty 3077.301299 = -1354028.664929
  nChanged 5
		SP:Iteration 34Q (110401.040000 sec): 3 clusters
  Score: Raw -1357108.574924 + Penalty 3077.301299 = -1354031.273626
  nChanged 4
		SP:Iteration 35Q (110401.250000 sec): 3 clusters
  Score: Raw -1357109.912186 + Penalty 3077.301299 = -1354032.610887
  nChanged 1
		SP:Iteration 36Q (110401.430000 sec): 3 clusters
  Score: Raw -1357110.350959 + Penalty 3077.301299 = -1354033.049660
  nChanged 0
		SP:Iteration 37F (110401.650000 sec): 3 clusters
  Score: Raw -1357110.350959 + Penalty 3077.301299 = -1354033.049660
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110401.710000 sec): 2 clusters
  Score: Raw -113648.330108 + Penalty 1168.729585 = -112479.600524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110401.740000 sec): 3 clusters
  Score: Raw -113126.789228 + Penalty 2337.459169 = -110789.330059
  nChanged 445
		SP:Iteration 1F (110401.770000 sec): 3 clusters
  Score: Raw -113531.505216 + Penalty 2337.459169 = -111194.046047
  nChanged 120
		SP:Iteration 2F (110401.800000 sec): 3 clusters
  Score: Raw -113684.949900 + Penalty 2337.459169 = -111347.490731
  nChanged 79
		SP:Iteration 3F (110401.830000 sec): 3 clusters
  Score: Raw -113795.385700 + Penalty 2337.459169 = -111457.926531
  nChanged 73
		SP:Iteration 4F (110401.860000 sec): 3 clusters
  Score: Raw -113905.592763 + Penalty 2337.459169 = -111568.133593
  nChanged 68
		SP:Iteration 5F (110401.890000 sec): 3 clusters
  Score: Raw -113996.822286 + Penalty 2337.459169 = -111659.363116
  nChanged 47
		SP:Iteration 6Q (110401.920000 sec): 3 clusters
  Score: Raw -114055.374127 + Penalty 2337.459169 = -111717.914958
  nChanged 36
		SP:Iteration 7Q (110401.940000 sec): 3 clusters
  Score: Raw -114095.944466 + Penalty 2337.459169 = -111758.485297
  nChanged 23
		SP:Iteration 8Q (110401.970000 sec): 3 clusters
  Score: Raw -114126.571167 + Penalty 2337.459169 = -111789.111998
  nChanged 31
		SP:Iteration 9Q (110402.000000 sec): 3 clusters
  Score: Raw -114164.821105 + Penalty 2337.459169 = -111827.361936
  nChanged 28
		SP:Iteration 10Q (110402.020000 sec): 3 clusters
  Score: Raw -114197.400393 + Penalty 2337.459169 = -111859.941224
  nChanged 22
		SP:Iteration 11Q (110402.050000 sec): 3 clusters
  Score: Raw -114224.258398 + Penalty 2337.459169 = -111886.799229
  nChanged 20
		SP:Iteration 12Q (110402.070000 sec): 3 clusters
  Score: Raw -114246.139484 + Penalty 2337.459169 = -111908.680315
  nChanged 18
		SP:Iteration 13Q (110402.100000 sec): 3 clusters
  Score: Raw -114264.794805 + Penalty 2337.459169 = -111927.335636
  nChanged 14
		SP:Iteration 14Q (110402.130000 sec): 3 clusters
  Score: Raw -114280.294005 + Penalty 2337.459169 = -111942.834836
  nChanged 11
		SP:Iteration 15Q (110402.150000 sec): 3 clusters
  Score: Raw -114289.488103 + Penalty 2337.459169 = -111952.028933
  nChanged 8
		SP:Iteration 16Q (110402.180000 sec): 3 clusters
  Score: Raw -114295.133729 + Penalty 2337.459169 = -111957.674560
  nChanged 5
		SP:Iteration 17Q (110402.210000 sec): 3 clusters
  Score: Raw -114300.645961 + Penalty 2337.459169 = -111963.186792
  nChanged 6
		SP:Iteration 18Q (110402.230000 sec): 3 clusters
  Score: Raw -114304.194438 + Penalty 2337.459169 = -111966.735269
  nChanged 0
		SP:Iteration 19F (110402.260000 sec): 3 clusters
  Score: Raw -114304.194438 + Penalty 2337.459169 = -111966.735269
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (4099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110402.340000 sec): 2 clusters
  Score: Raw -423251.153769 + Penalty 1351.755977 = -421899.397792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110402.420000 sec): 3 clusters
  Score: Raw -421227.102572 + Penalty 2703.511954 = -418523.590618
  nChanged 1596
		SP:Iteration 1F (110402.510000 sec): 3 clusters
  Score: Raw -422127.866691 + Penalty 2703.511954 = -419424.354737
  nChanged 322
		SP:Iteration 2F (110402.580000 sec): 3 clusters
  Score: Raw -422322.611297 + Penalty 2703.511954 = -419619.099343
  nChanged 244
		SP:Iteration 3F (110402.660000 sec): 3 clusters
  Score: Raw -422441.107799 + Penalty 2703.511954 = -419737.595845
  nChanged 170
		SP:Iteration 4Q (110402.740000 sec): 3 clusters
  Score: Raw -422526.273487 + Penalty 2703.511954 = -419822.761533
  nChanged 147
		SP:Iteration 5Q (110402.820000 sec): 3 clusters
  Score: Raw -422607.812770 + Penalty 2703.511954 = -419904.300816
  nChanged 125
		SP:Iteration 6Q (110402.890000 sec): 3 clusters
  Score: Raw -422675.205705 + Penalty 2703.511954 = -419971.693751
  nChanged 112
		SP:Iteration 7Q (110402.970000 sec): 3 clusters
  Score: Raw -422741.700593 + Penalty 2703.511954 = -420038.188639
  nChanged 115
		SP:Iteration 8Q (110403.050000 sec): 3 clusters
  Score: Raw -422804.505266 + Penalty 2703.511954 = -420100.993312
  nChanged 115
		SP:Iteration 9Q (110403.130000 sec): 3 clusters
  Score: Raw -422867.022552 + Penalty 2703.511954 = -420163.510598
  nChanged 85
		SP:Iteration 10Q (110403.210000 sec): 3 clusters
  Score: Raw -422914.356466 + Penalty 2703.511954 = -420210.844512
  nChanged 78
		SP:Iteration 11Q (110403.290000 sec): 3 clusters
  Score: Raw -422959.225735 + Penalty 2703.511954 = -420255.713781
  nChanged 69
		SP:Iteration 12Q (110403.360000 sec): 3 clusters
  Score: Raw -422998.506331 + Penalty 2703.511954 = -420294.994376
  nChanged 66
		SP:Iteration 13Q (110403.440000 sec): 3 clusters
  Score: Raw -423040.732807 + Penalty 2703.511954 = -420337.220853
  nChanged 67
		SP:Iteration 14Q (110403.520000 sec): 3 clusters
  Score: Raw -423089.566577 + Penalty 2703.511954 = -420386.054623
  nChanged 59
		SP:Iteration 15Q (110403.590000 sec): 3 clusters
  Score: Raw -423130.836173 + Penalty 2703.511954 = -420427.324219
  nChanged 55
		SP:Iteration 16Q (110403.670000 sec): 3 clusters
  Score: Raw -423170.916598 + Penalty 2703.511954 = -420467.404643
  nChanged 48
		SP:Iteration 17Q (110403.750000 sec): 3 clusters
  Score: Raw -423205.434814 + Penalty 2703.511954 = -420501.922859
  nChanged 48
		SP:Iteration 18Q (110403.820000 sec): 3 clusters
  Score: Raw -423238.054219 + Penalty 2703.511954 = -420534.542265
  nChanged 41
		SP:Iteration 19Q (110403.900000 sec): 3 clusters
  Score: Raw -423269.596949 + Penalty 2703.511954 = -420566.084994
  nChanged 33
		SP:Iteration 20F (110403.970000 sec): 3 clusters
  Score: Raw -423294.809070 + Penalty 2703.511954 = -420591.297116
  nChanged 38
		SP:Iteration 21Q (110404.050000 sec): 3 clusters
  Score: Raw -423324.365176 + Penalty 2703.511954 = -420620.853222
  nChanged 25
		SP:Iteration 22Q (110404.120000 sec): 3 clusters
  Score: Raw -423344.521875 + Penalty 2703.511954 = -420641.009921
  nChanged 25
		SP:Iteration 23Q (110404.200000 sec): 3 clusters
  Score: Raw -423365.433267 + Penalty 2703.511954 = -420661.921313
  nChanged 27
		SP:Iteration 24Q (110404.270000 sec): 3 clusters
  Score: Raw -423384.130328 + Penalty 2703.511954 = -420680.618374
  nChanged 16
		SP:Iteration 25Q (110404.350000 sec): 3 clusters
  Score: Raw -423395.009390 + Penalty 2703.511954 = -420691.497436
  nChanged 11
		SP:Iteration 26Q (110404.420000 sec): 3 clusters
  Score: Raw -423402.771021 + Penalty 2703.511954 = -420699.259067
  nChanged 8
		SP:Iteration 27Q (110404.490000 sec): 3 clusters
  Score: Raw -423409.304278 + Penalty 2703.511954 = -420705.792324
  nChanged 9
		SP:Iteration 28Q (110404.570000 sec): 3 clusters
  Score: Raw -423414.948120 + Penalty 2703.511954 = -420711.436166
  nChanged 4
		SP:Iteration 29Q (110404.640000 sec): 3 clusters
  Score: Raw -423417.646487 + Penalty 2703.511954 = -420714.134533
  nChanged 4
		SP:Iteration 30Q (110404.710000 sec): 3 clusters
  Score: Raw -423419.307166 + Penalty 2703.511954 = -420715.795212
  nChanged 0
		SP:Iteration 31F (110404.790000 sec): 3 clusters
  Score: Raw -423419.307166 + Penalty 2703.511954 = -420715.795212
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110404.850000 sec): 2 clusters
  Score: Raw -179267.219303 + Penalty 1223.004073 = -178044.215229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110404.890000 sec): 3 clusters
  Score: Raw -178477.071711 + Penalty 2446.008147 = -176031.063564
  nChanged 637
		SP:Iteration 1F (110404.930000 sec): 3 clusters
  Score: Raw -178889.217417 + Penalty 2446.008147 = -176443.209270
  nChanged 143
		SP:Iteration 2F (110404.960000 sec): 3 clusters
  Score: Raw -178990.369152 + Penalty 2446.008147 = -176544.361005
  nChanged 71
		SP:Iteration 3Q (110405.000000 sec): 3 clusters
  Score: Raw -179041.141431 + Penalty 2446.008147 = -176595.133284
  nChanged 71
		SP:Iteration 4Q (110405.030000 sec): 3 clusters
  Score: Raw -179083.966363 + Penalty 2446.008147 = -176637.958216
  nChanged 56
		SP:Iteration 5Q (110405.070000 sec): 3 clusters
  Score: Raw -179118.369319 + Penalty 2446.008147 = -176672.361172
  nChanged 41
		SP:Iteration 6Q (110405.110000 sec): 3 clusters
  Score: Raw -179137.752931 + Penalty 2446.008147 = -176691.744784
  nChanged 30
		SP:Iteration 7Q (110405.140000 sec): 3 clusters
  Score: Raw -179155.058567 + Penalty 2446.008147 = -176709.050420
  nChanged 23
		SP:Iteration 8Q (110405.180000 sec): 3 clusters
  Score: Raw -179169.944138 + Penalty 2446.008147 = -176723.935991
  nChanged 17
		SP:Iteration 9Q (110405.220000 sec): 3 clusters
  Score: Raw -179179.880392 + Penalty 2446.008147 = -176733.872245
  nChanged 16
		SP:Iteration 10Q (110405.250000 sec): 3 clusters
  Score: Raw -179186.782919 + Penalty 2446.008147 = -176740.774772
  nChanged 7
		SP:Iteration 11Q (110405.290000 sec): 3 clusters
  Score: Raw -179190.377165 + Penalty 2446.008147 = -176744.369018
  nChanged 4
		SP:Iteration 12Q (110405.330000 sec): 3 clusters
  Score: Raw -179192.490653 + Penalty 2446.008147 = -176746.482507
  nChanged 4
		SP:Iteration 13Q (110405.360000 sec): 3 clusters
  Score: Raw -179196.277571 + Penalty 2446.008147 = -176750.269424
  nChanged 3
		SP:Iteration 14Q (110405.400000 sec): 3 clusters
  Score: Raw -179198.506150 + Penalty 2446.008147 = -176752.498003
  nChanged 4
		SP:Iteration 15Q (110405.430000 sec): 3 clusters
  Score: Raw -179202.454985 + Penalty 2446.008147 = -176756.446838
  nChanged 5
		SP:Iteration 16Q (110405.470000 sec): 3 clusters
  Score: Raw -179204.803012 + Penalty 2446.008147 = -176758.794865
  nChanged 7
		SP:Iteration 17Q (110405.510000 sec): 3 clusters
  Score: Raw -179207.894579 + Penalty 2446.008147 = -176761.886432
  nChanged 6
		SP:Iteration 18Q (110405.550000 sec): 3 clusters
  Score: Raw -179210.250449 + Penalty 2446.008147 = -176764.242303
  nChanged 4
		SP:Iteration 19Q (110405.580000 sec): 3 clusters
  Score: Raw -179212.413564 + Penalty 2446.008147 = -176766.405417
  nChanged 7
		SP:Iteration 20F (110405.620000 sec): 3 clusters
  Score: Raw -179216.405344 + Penalty 2446.008147 = -176770.397198
  nChanged 6
		SP:Iteration 21Q (110405.650000 sec): 3 clusters
  Score: Raw -179219.960595 + Penalty 2446.008147 = -176773.952448
  nChanged 4
		SP:Iteration 22Q (110405.690000 sec): 3 clusters
  Score: Raw -179221.283123 + Penalty 2446.008147 = -176775.274976
  nChanged 3
		SP:Iteration 23Q (110405.730000 sec): 3 clusters
  Score: Raw -179224.978923 + Penalty 2446.008147 = -176778.970776
  nChanged 10
		SP:Iteration 24Q (110405.760000 sec): 3 clusters
  Score: Raw -179231.013917 + Penalty 2446.008147 = -176785.005770
  nChanged 9
		SP:Iteration 25Q (110405.800000 sec): 3 clusters
  Score: Raw -179235.783934 + Penalty 2446.008147 = -176789.775787
  nChanged 8
		SP:Iteration 26Q (110405.840000 sec): 3 clusters
  Score: Raw -179240.201389 + Penalty 2446.008147 = -176794.193242
  nChanged 7
		SP:Iteration 27Q (110405.870000 sec): 3 clusters
  Score: Raw -179243.988152 + Penalty 2446.008147 = -176797.980005
  nChanged 6
		SP:Iteration 28Q (110405.910000 sec): 3 clusters
  Score: Raw -179246.066162 + Penalty 2446.008147 = -176800.058015
  nChanged 7
		SP:Iteration 29Q (110405.950000 sec): 3 clusters
  Score: Raw -179248.786028 + Penalty 2446.008147 = -176802.777881
  nChanged 1
		SP:Iteration 30Q (110405.980000 sec): 3 clusters
  Score: Raw -179248.961457 + Penalty 2446.008147 = -176802.953310
  nChanged 0
		SP:Iteration 31F (110406.020000 sec): 3 clusters
  Score: Raw -179248.961457 + Penalty 2446.008147 = -176802.953310
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (8594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110406.120000 sec): 2 clusters
  Score: Raw -731618.495404 + Penalty 1472.058179 = -730146.437225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110406.290000 sec): 3 clusters
  Score: Raw -726952.747188 + Penalty 2944.116358 = -724008.630830
  nChanged 3598
		SP:Iteration 1F (110406.450000 sec): 3 clusters
  Score: Raw -729277.595038 + Penalty 2944.116358 = -726333.478679
  nChanged 728
		SP:Iteration 2F (110406.600000 sec): 3 clusters
  Score: Raw -729756.230095 + Penalty 2944.116358 = -726812.113737
  nChanged 598
		SP:Iteration 3F (110406.730000 sec): 3 clusters
  Score: Raw -730104.337325 + Penalty 2944.116358 = -727160.220966
  nChanged 473
		SP:Iteration 4F (110406.850000 sec): 3 clusters
  Score: Raw -730369.071665 + Penalty 2944.116358 = -727424.955306
  nChanged 379
		SP:Iteration 5Q (110406.990000 sec): 3 clusters
  Score: Raw -730593.234202 + Penalty 2944.116358 = -727649.117843
  nChanged 381
		SP:Iteration 6Q (110407.140000 sec): 3 clusters
  Score: Raw -730794.123268 + Penalty 2944.116358 = -727850.006910
  nChanged 310
		SP:Iteration 7Q (110407.280000 sec): 3 clusters
  Score: Raw -730943.167325 + Penalty 2944.116358 = -727999.050966
  nChanged 256
		SP:Iteration 8Q (110407.420000 sec): 3 clusters
  Score: Raw -731061.993246 + Penalty 2944.116358 = -728117.876888
  nChanged 215
		SP:Iteration 9Q (110407.560000 sec): 3 clusters
  Score: Raw -731142.870332 + Penalty 2944.116358 = -728198.753974
  nChanged 149
		SP:Iteration 10Q (110407.700000 sec): 3 clusters
  Score: Raw -731196.160491 + Penalty 2944.116358 = -728252.044133
  nChanged 134
		SP:Iteration 11Q (110407.830000 sec): 3 clusters
  Score: Raw -731235.723245 + Penalty 2944.116358 = -728291.606887
  nChanged 116
		SP:Iteration 12Q (110407.970000 sec): 3 clusters
  Score: Raw -731268.305332 + Penalty 2944.116358 = -728324.188973
  nChanged 109
		SP:Iteration 13Q (110408.110000 sec): 3 clusters
  Score: Raw -731303.880040 + Penalty 2944.116358 = -728359.763681
  nChanged 109
		SP:Iteration 14Q (110408.260000 sec): 3 clusters
  Score: Raw -731337.462839 + Penalty 2944.116358 = -728393.346480
  nChanged 101
		SP:Iteration 15Q (110408.400000 sec): 3 clusters
  Score: Raw -731373.692227 + Penalty 2944.116358 = -728429.575868
  nChanged 100
		SP:Iteration 16Q (110408.530000 sec): 3 clusters
  Score: Raw -731404.113215 + Penalty 2944.116358 = -728459.996857
  nChanged 80
		SP:Iteration 17Q (110408.660000 sec): 3 clusters
  Score: Raw -731423.869177 + Penalty 2944.116358 = -728479.752818
  nChanged 73
		SP:Iteration 18Q (110408.800000 sec): 3 clusters
  Score: Raw -731442.642142 + Penalty 2944.116358 = -728498.525784
  nChanged 66
		SP:Iteration 19Q (110408.940000 sec): 3 clusters
  Score: Raw -731457.270379 + Penalty 2944.116358 = -728513.154020
  nChanged 51
		SP:Iteration 20F (110409.080000 sec): 3 clusters
  Score: Raw -731469.878635 + Penalty 2944.116358 = -728525.762276
  nChanged 48
		SP:Iteration 21Q (110409.220000 sec): 3 clusters
  Score: Raw -731482.806988 + Penalty 2944.116358 = -728538.690629
  nChanged 49
		SP:Iteration 22Q (110409.360000 sec): 3 clusters
  Score: Raw -731499.202587 + Penalty 2944.116358 = -728555.086228
  nChanged 48
		SP:Iteration 23Q (110409.490000 sec): 3 clusters
  Score: Raw -731511.569248 + Penalty 2944.116358 = -728567.452889
  nChanged 43
		SP:Iteration 24Q (110409.610000 sec): 3 clusters
  Score: Raw -731522.480715 + Penalty 2944.116358 = -728578.364357
  nChanged 40
		SP:Iteration 25Q (110409.750000 sec): 3 clusters
  Score: Raw -731533.846789 + Penalty 2944.116358 = -728589.730430
  nChanged 44
		SP:Iteration 26Q (110409.890000 sec): 3 clusters
  Score: Raw -731549.395992 + Penalty 2944.116358 = -728605.279633
  nChanged 49
		SP:Iteration 27Q (110410.030000 sec): 3 clusters
  Score: Raw -731568.333157 + Penalty 2944.116358 = -728624.216799
  nChanged 49
		SP:Iteration 28Q (110410.170000 sec): 3 clusters
  Score: Raw -731582.412526 + Penalty 2944.116358 = -728638.296167
  nChanged 55
		SP:Iteration 29Q (110410.310000 sec): 3 clusters
  Score: Raw -731597.977047 + Penalty 2944.116358 = -728653.860688
  nChanged 46
		SP:Iteration 30Q (110410.450000 sec): 3 clusters
  Score: Raw -731609.535197 + Penalty 2944.116358 = -728665.418838
  nChanged 40
		SP:Iteration 31Q (110410.570000 sec): 3 clusters
  Score: Raw -731618.377544 + Penalty 2944.116358 = -728674.261185
  nChanged 36
		SP:Iteration 32Q (110410.710000 sec): 3 clusters
  Score: Raw -731626.984636 + Penalty 2944.116358 = -728682.868278
  nChanged 39
		SP:Iteration 33Q (110410.850000 sec): 3 clusters
  Score: Raw -731634.432476 + Penalty 2944.116358 = -728690.316117
  nChanged 32
		SP:Iteration 34Q (110410.990000 sec): 3 clusters
  Score: Raw -731641.080722 + Penalty 2944.116358 = -728696.964363
  nChanged 36
		SP:Iteration 35Q (110411.120000 sec): 3 clusters
  Score: Raw -731648.455772 + Penalty 2944.116358 = -728704.339413
  nChanged 29
		SP:Iteration 36Q (110411.260000 sec): 3 clusters
  Score: Raw -731654.284646 + Penalty 2944.116358 = -728710.168287
  nChanged 21
		SP:Iteration 37Q (110411.400000 sec): 3 clusters
  Score: Raw -731659.346317 + Penalty 2944.116358 = -728715.229959
  nChanged 25
		SP:Iteration 38Q (110411.530000 sec): 3 clusters
  Score: Raw -731666.515450 + Penalty 2944.116358 = -728722.399092
  nChanged 31
		SP:Iteration 39Q (110411.650000 sec): 3 clusters
  Score: Raw -731675.884654 + Penalty 2944.116358 = -728731.768296
  nChanged 34
		SP:Iteration 40F (110411.790000 sec): 3 clusters
  Score: Raw -731689.277594 + Penalty 2944.116358 = -728745.161236
  nChanged 36
		SP:Iteration 41Q (110411.930000 sec): 3 clusters
  Score: Raw -731697.358499 + Penalty 2944.116358 = -728753.242140
  nChanged 31
		SP:Iteration 42Q (110412.070000 sec): 3 clusters
  Score: Raw -731706.541484 + Penalty 2944.116358 = -728762.425126
  nChanged 38
		SP:Iteration 43Q (110412.210000 sec): 3 clusters
  Score: Raw -731717.160143 + Penalty 2944.116358 = -728773.043785
  nChanged 32
		SP:Iteration 44Q (110412.340000 sec): 3 clusters
  Score: Raw -731725.941196 + Penalty 2944.116358 = -728781.824838
  nChanged 30
		SP:Iteration 45Q (110412.480000 sec): 3 clusters
  Score: Raw -731732.424397 + Penalty 2944.116358 = -728788.308038
  nChanged 32
		SP:Iteration 46Q (110412.610000 sec): 3 clusters
  Score: Raw -731742.689200 + Penalty 2944.116358 = -728798.572841
  nChanged 40
		SP:Iteration 47Q (110412.730000 sec): 3 clusters
  Score: Raw -731751.774383 + Penalty 2944.116358 = -728807.658025
  nChanged 33
		SP:Iteration 48Q (110412.870000 sec): 3 clusters
  Score: Raw -731757.801902 + Penalty 2944.116358 = -728813.685543
  nChanged 35
		SP:Iteration 49Q (110413.010000 sec): 3 clusters
  Score: Raw -731765.788878 + Penalty 2944.116358 = -728821.672519
  nChanged 32
		SP:Iteration 50Q (110413.140000 sec): 3 clusters
  Score: Raw -731774.367536 + Penalty 2944.116358 = -728830.251178
  nChanged 30
		SP:Iteration 51Q (110413.280000 sec): 3 clusters
  Score: Raw -731780.292285 + Penalty 2944.116358 = -728836.175927
  nChanged 35
		SP:Iteration 52Q (110413.420000 sec): 3 clusters
  Score: Raw -731788.204699 + Penalty 2944.116358 = -728844.088340
  nChanged 29
		SP:Iteration 53Q (110413.550000 sec): 3 clusters
  Score: Raw -731795.716264 + Penalty 2944.116358 = -728851.599905
  nChanged 40
		SP:Iteration 54Q (110413.690000 sec): 3 clusters
  Score: Raw -731806.298495 + Penalty 2944.116358 = -728862.182137
  nChanged 36
		SP:Iteration 55Q (110413.820000 sec): 3 clusters
  Score: Raw -731815.503437 + Penalty 2944.116358 = -728871.387079
  nChanged 35
		SP:Iteration 56Q (110413.940000 sec): 3 clusters
  Score: Raw -731823.983279 + Penalty 2944.116358 = -728879.866920
  nChanged 30
		SP:Iteration 57Q (110414.070000 sec): 3 clusters
  Score: Raw -731833.376641 + Penalty 2944.116358 = -728889.260282
  nChanged 37
		SP:Iteration 58Q (110414.210000 sec): 3 clusters
  Score: Raw -731845.537246 + Penalty 2944.116358 = -728901.420888
  nChanged 36
		SP:Iteration 59Q (110414.350000 sec): 3 clusters
  Score: Raw -731859.833476 + Penalty 2944.116358 = -728915.717117
  nChanged 40
		SP:Iteration 60F (110414.480000 sec): 3 clusters
  Score: Raw -731874.046723 + Penalty 2944.116358 = -728929.930365
  nChanged 45
		SP:Iteration 61Q (110414.620000 sec): 3 clusters
  Score: Raw -731889.650069 + Penalty 2944.116358 = -728945.533710
  nChanged 46
		SP:Iteration 62Q (110414.750000 sec): 3 clusters
  Score: Raw -731905.714155 + Penalty 2944.116358 = -728961.597797
  nChanged 40
		SP:Iteration 63Q (110414.890000 sec): 3 clusters
  Score: Raw -731918.068577 + Penalty 2944.116358 = -728973.952219
  nChanged 28
		SP:Iteration 64Q (110415.020000 sec): 3 clusters
  Score: Raw -731925.768334 + Penalty 2944.116358 = -728981.651976
  nChanged 24
		SP:Iteration 65Q (110415.150000 sec): 3 clusters
  Score: Raw -731931.799478 + Penalty 2944.116358 = -728987.683120
  nChanged 30
		SP:Iteration 66Q (110415.270000 sec): 3 clusters
  Score: Raw -731939.024500 + Penalty 2944.116358 = -728994.908142
  nChanged 20
		SP:Iteration 67Q (110415.390000 sec): 3 clusters
  Score: Raw -731945.258149 + Penalty 2944.116358 = -729001.141790
  nChanged 20
		SP:Iteration 68Q (110415.530000 sec): 3 clusters
  Score: Raw -731950.453770 + Penalty 2944.116358 = -729006.337412
  nChanged 20
		SP:Iteration 69Q (110415.660000 sec): 3 clusters
  Score: Raw -731954.366687 + Penalty 2944.116358 = -729010.250328
  nChanged 15
		SP:Iteration 70Q (110415.790000 sec): 3 clusters
  Score: Raw -731958.633378 + Penalty 2944.116358 = -729014.517020
  nChanged 12
		SP:Iteration 71Q (110415.930000 sec): 3 clusters
  Score: Raw -731960.990160 + Penalty 2944.116358 = -729016.873802
  nChanged 9
		SP:Iteration 72Q (110416.060000 sec): 3 clusters
  Score: Raw -731962.823061 + Penalty 2944.116358 = -729018.706703
  nChanged 14
		SP:Iteration 73Q (110416.200000 sec): 3 clusters
  Score: Raw -731966.461432 + Penalty 2944.116358 = -729022.345074
  nChanged 14
		SP:Iteration 74Q (110416.330000 sec): 3 clusters
  Score: Raw -731970.037607 + Penalty 2944.116358 = -729025.921249
  nChanged 12
		SP:Iteration 75Q (110416.460000 sec): 3 clusters
  Score: Raw -731973.344671 + Penalty 2944.116358 = -729029.228312
  nChanged 12
		SP:Iteration 76Q (110416.590000 sec): 3 clusters
  Score: Raw -731975.475942 + Penalty 2944.116358 = -729031.359583
  nChanged 12
		SP:Iteration 77Q (110416.710000 sec): 3 clusters
  Score: Raw -731978.141679 + Penalty 2944.116358 = -729034.025321
  nChanged 17
		SP:Iteration 78Q (110416.830000 sec): 3 clusters
  Score: Raw -731982.151858 + Penalty 2944.116358 = -729038.035500
  nChanged 15
		SP:Iteration 79Q (110416.970000 sec): 3 clusters
  Score: Raw -731985.459123 + Penalty 2944.116358 = -729041.342765
  nChanged 10
		SP:Iteration 80F (110417.100000 sec): 3 clusters
  Score: Raw -731987.954362 + Penalty 2944.116358 = -729043.838003
  nChanged 9
		SP:Iteration 81Q (110417.230000 sec): 3 clusters
  Score: Raw -731990.135825 + Penalty 2944.116358 = -729046.019467
  nChanged 11
		SP:Iteration 82Q (110417.370000 sec): 3 clusters
  Score: Raw -731992.491436 + Penalty 2944.116358 = -729048.375078
  nChanged 10
		SP:Iteration 83Q (110417.500000 sec): 3 clusters
  Score: Raw -731995.223995 + Penalty 2944.116358 = -729051.107636
  nChanged 11
		SP:Iteration 84Q (110417.640000 sec): 3 clusters
  Score: Raw -731998.158371 + Penalty 2944.116358 = -729054.042013
  nChanged 10
		SP:Iteration 85Q (110417.770000 sec): 3 clusters
  Score: Raw -732000.513860 + Penalty 2944.116358 = -729056.397501
  nChanged 6
		SP:Iteration 86Q (110417.900000 sec): 3 clusters
  Score: Raw -732001.546953 + Penalty 2944.116358 = -729057.430594
  nChanged 5
		SP:Iteration 87Q (110418.040000 sec): 3 clusters
  Score: Raw -732002.570820 + Penalty 2944.116358 = -729058.454461
  nChanged 3
		SP:Iteration 88Q (110418.190000 sec): 3 clusters
  Score: Raw -732003.156886 + Penalty 2944.116358 = -729059.040528
  nChanged 3
		SP:Iteration 89Q (110418.310000 sec): 3 clusters
  Score: Raw -732003.707916 + Penalty 2944.116358 = -729059.591558
  nChanged 8
		SP:Iteration 90Q (110418.440000 sec): 3 clusters
  Score: Raw -732005.286337 + Penalty 2944.116358 = -729061.169979
  nChanged 5
		SP:Iteration 91Q (110418.580000 sec): 3 clusters
  Score: Raw -732005.946018 + Penalty 2944.116358 = -729061.829660
  nChanged 0
		SP:Iteration 92F (110418.710000 sec): 3 clusters
  Score: Raw -732005.946018 + Penalty 2944.116358 = -729061.829660
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110418.780000 sec): 2 clusters
  Score: Raw -238969.593294 + Penalty 1260.937299 = -237708.655994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110418.840000 sec): 3 clusters
  Score: Raw -237905.905046 + Penalty 2521.874599 = -235384.030447
  nChanged 844
		SP:Iteration 1F (110418.880000 sec): 3 clusters
  Score: Raw -238439.002676 + Penalty 2521.874599 = -235917.128077
  nChanged 165
		SP:Iteration 2F (110418.930000 sec): 3 clusters
  Score: Raw -238552.208474 + Penalty 2521.874599 = -236030.333875
  nChanged 115
		SP:Iteration 3Q (110418.980000 sec): 3 clusters
  Score: Raw -238626.255072 + Penalty 2521.874599 = -236104.380473
  nChanged 87
		SP:Iteration 4Q (110419.030000 sec): 3 clusters
  Score: Raw -238677.425694 + Penalty 2521.874599 = -236155.551095
  nChanged 67
		SP:Iteration 5Q (110419.080000 sec): 3 clusters
  Score: Raw -238716.215320 + Penalty 2521.874599 = -236194.340721
  nChanged 44
		SP:Iteration 6Q (110419.120000 sec): 3 clusters
  Score: Raw -238738.104420 + Penalty 2521.874599 = -236216.229821
  nChanged 35
		SP:Iteration 7Q (110419.170000 sec): 3 clusters
  Score: Raw -238759.971687 + Penalty 2521.874599 = -236238.097088
  nChanged 31
		SP:Iteration 8Q (110419.220000 sec): 3 clusters
  Score: Raw -238779.121683 + Penalty 2521.874599 = -236257.247084
  nChanged 31
		SP:Iteration 9Q (110419.270000 sec): 3 clusters
  Score: Raw -238797.766881 + Penalty 2521.874599 = -236275.892282
  nChanged 39
		SP:Iteration 10Q (110419.320000 sec): 3 clusters
  Score: Raw -238825.899415 + Penalty 2521.874599 = -236304.024816
  nChanged 41
		SP:Iteration 11Q (110419.360000 sec): 3 clusters
  Score: Raw -238850.160374 + Penalty 2521.874599 = -236328.285775
  nChanged 38
		SP:Iteration 12Q (110419.410000 sec): 3 clusters
  Score: Raw -238871.071007 + Penalty 2521.874599 = -236349.196408
  nChanged 30
		SP:Iteration 13Q (110419.460000 sec): 3 clusters
  Score: Raw -238895.176936 + Penalty 2521.874599 = -236373.302337
  nChanged 35
		SP:Iteration 14Q (110419.510000 sec): 3 clusters
  Score: Raw -238916.412626 + Penalty 2521.874599 = -236394.538027
  nChanged 30
		SP:Iteration 15Q (110419.560000 sec): 3 clusters
  Score: Raw -238934.179950 + Penalty 2521.874599 = -236412.305351
  nChanged 22
		SP:Iteration 16Q (110419.600000 sec): 3 clusters
  Score: Raw -238944.458261 + Penalty 2521.874599 = -236422.583662
  nChanged 15
		SP:Iteration 17Q (110419.650000 sec): 3 clusters
  Score: Raw -238953.352516 + Penalty 2521.874599 = -236431.477917
  nChanged 19
		SP:Iteration 18Q (110419.700000 sec): 3 clusters
  Score: Raw -238966.375358 + Penalty 2521.874599 = -236444.500759
  nChanged 17
		SP:Iteration 19Q (110419.740000 sec): 3 clusters
  Score: Raw -238976.331913 + Penalty 2521.874599 = -236454.457314
  nChanged 12
		SP:Iteration 20F (110419.790000 sec): 3 clusters
  Score: Raw -238983.662222 + Penalty 2521.874599 = -236461.787623
  nChanged 16
		SP:Iteration 21Q (110419.840000 sec): 3 clusters
  Score: Raw -238991.273818 + Penalty 2521.874599 = -236469.399219
  nChanged 12
		SP:Iteration 22Q (110419.890000 sec): 3 clusters
  Score: Raw -238996.780874 + Penalty 2521.874599 = -236474.906275
  nChanged 13
		SP:Iteration 23Q (110419.930000 sec): 3 clusters
  Score: Raw -239004.554420 + Penalty 2521.874599 = -236482.679821
  nChanged 16
		SP:Iteration 24Q (110419.980000 sec): 3 clusters
  Score: Raw -239013.503589 + Penalty 2521.874599 = -236491.628990
  nChanged 20
		SP:Iteration 25Q (110420.030000 sec): 3 clusters
  Score: Raw -239024.727092 + Penalty 2521.874599 = -236502.852493
  nChanged 20
		SP:Iteration 26Q (110420.080000 sec): 3 clusters
  Score: Raw -239041.357547 + Penalty 2521.874599 = -236519.482948
  nChanged 22
		SP:Iteration 27Q (110420.120000 sec): 3 clusters
  Score: Raw -239053.363689 + Penalty 2521.874599 = -236531.489090
  nChanged 18
		SP:Iteration 28Q (110420.170000 sec): 3 clusters
  Score: Raw -239064.310398 + Penalty 2521.874599 = -236542.435799
  nChanged 14
		SP:Iteration 29Q (110420.220000 sec): 3 clusters
  Score: Raw -239072.001318 + Penalty 2521.874599 = -236550.126719
  nChanged 12
		SP:Iteration 30Q (110420.260000 sec): 3 clusters
  Score: Raw -239081.634292 + Penalty 2521.874599 = -236559.759693
  nChanged 19
		SP:Iteration 31Q (110420.310000 sec): 3 clusters
  Score: Raw -239092.353625 + Penalty 2521.874599 = -236570.479026
  nChanged 20
		SP:Iteration 32Q (110420.360000 sec): 3 clusters
  Score: Raw -239101.130406 + Penalty 2521.874599 = -236579.255807
  nChanged 9
		SP:Iteration 33Q (110420.400000 sec): 3 clusters
  Score: Raw -239104.977358 + Penalty 2521.874599 = -236583.102759
  nChanged 7
		SP:Iteration 34Q (110420.450000 sec): 3 clusters
  Score: Raw -239108.240279 + Penalty 2521.874599 = -236586.365680
  nChanged 4
		SP:Iteration 35Q (110420.490000 sec): 3 clusters
  Score: Raw -239111.127217 + Penalty 2521.874599 = -236589.252618
  nChanged 7
		SP:Iteration 36Q (110420.540000 sec): 3 clusters
  Score: Raw -239115.269092 + Penalty 2521.874599 = -236593.394493
  nChanged 8
		SP:Iteration 37Q (110420.590000 sec): 3 clusters
  Score: Raw -239119.201731 + Penalty 2521.874599 = -236597.327132
  nChanged 6
		SP:Iteration 38Q (110420.630000 sec): 3 clusters
  Score: Raw -239124.225339 + Penalty 2521.874599 = -236602.350740
  nChanged 12
		SP:Iteration 39Q (110420.680000 sec): 3 clusters
  Score: Raw -239128.428344 + Penalty 2521.874599 = -236606.553745
  nChanged 6
		SP:Iteration 40F (110420.730000 sec): 3 clusters
  Score: Raw -239131.983992 + Penalty 2521.874599 = -236610.109393
  nChanged 2
		SP:Iteration 41Q (110420.770000 sec): 3 clusters
  Score: Raw -239132.989881 + Penalty 2521.874599 = -236611.115282
  nChanged 3
		SP:Iteration 42Q (110420.820000 sec): 3 clusters
  Score: Raw -239134.117996 + Penalty 2521.874599 = -236612.243397
  nChanged 3
		SP:Iteration 43Q (110420.870000 sec): 3 clusters
  Score: Raw -239135.082662 + Penalty 2521.874599 = -236613.208063
  nChanged 2
		SP:Iteration 44Q (110420.920000 sec): 3 clusters
  Score: Raw -239136.774918 + Penalty 2521.874599 = -236614.900319
  nChanged 5
		SP:Iteration 45Q (110420.960000 sec): 3 clusters
  Score: Raw -239139.721892 + Penalty 2521.874599 = -236617.847293
  nChanged 5
		SP:Iteration 46Q (110421.010000 sec): 3 clusters
  Score: Raw -239144.944012 + Penalty 2521.874599 = -236623.069413
  nChanged 6
		SP:Iteration 47Q (110421.060000 sec): 3 clusters
  Score: Raw -239146.893037 + Penalty 2521.874599 = -236625.018438
  nChanged 1
		SP:Iteration 48Q (110421.100000 sec): 3 clusters
  Score: Raw -239147.019464 + Penalty 2521.874599 = -236625.144865
  nChanged 0
		SP:Iteration 49F (110421.150000 sec): 3 clusters
  Score: Raw -239147.019464 + Penalty 2521.874599 = -236625.144865
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110421.300000 sec): 2 clusters
  Score: Raw -1170454.858935 + Penalty 1526.361721 = -1168928.497214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110421.490000 sec): 3 clusters
  Score: Raw -1163584.487162 + Penalty 3052.723442 = -1160531.763720
  nChanged 5253
		SP:Iteration 1F (110421.680000 sec): 3 clusters
  Score: Raw -1166584.604720 + Penalty 3052.723442 = -1163531.881278
  nChanged 744
		SP:Iteration 2F (110421.890000 sec): 3 clusters
  Score: Raw -1166917.165902 + Penalty 3052.723442 = -1163864.442460
  nChanged 639
		SP:Iteration 3F (110422.060000 sec): 3 clusters
  Score: Raw -1167181.168771 + Penalty 3052.723442 = -1164128.445329
  nChanged 546
		SP:Iteration 4Q (110422.260000 sec): 3 clusters
  Score: Raw -1167413.806847 + Penalty 3052.723442 = -1164361.083404
  nChanged 477
		SP:Iteration 5Q (110422.450000 sec): 3 clusters
  Score: Raw -1167629.416002 + Penalty 3052.723442 = -1164576.692560
  nChanged 486
		SP:Iteration 6Q (110422.650000 sec): 3 clusters
  Score: Raw -1167859.773266 + Penalty 3052.723442 = -1164807.049823
  nChanged 463
		SP:Iteration 7Q (110422.850000 sec): 3 clusters
  Score: Raw -1168070.682417 + Penalty 3052.723442 = -1165017.958975
  nChanged 455
		SP:Iteration 8Q (110423.040000 sec): 3 clusters
  Score: Raw -1168271.774163 + Penalty 3052.723442 = -1165219.050721
  nChanged 393
		SP:Iteration 9Q (110423.230000 sec): 3 clusters
  Score: Raw -1168434.488942 + Penalty 3052.723442 = -1165381.765500
  nChanged 357
		SP:Iteration 10Q (110423.430000 sec): 3 clusters
  Score: Raw -1168573.378417 + Penalty 3052.723442 = -1165520.654975
  nChanged 319
		SP:Iteration 11Q (110423.620000 sec): 3 clusters
  Score: Raw -1168686.590433 + Penalty 3052.723442 = -1165633.866991
  nChanged 289
		SP:Iteration 12Q (110423.820000 sec): 3 clusters
  Score: Raw -1168791.375128 + Penalty 3052.723442 = -1165738.651686
  nChanged 282
		SP:Iteration 13Q (110424.010000 sec): 3 clusters
  Score: Raw -1168888.754379 + Penalty 3052.723442 = -1165836.030937
  nChanged 244
		SP:Iteration 14Q (110424.220000 sec): 3 clusters
  Score: Raw -1168971.461869 + Penalty 3052.723442 = -1165918.738427
  nChanged 239
		SP:Iteration 15Q (110424.410000 sec): 3 clusters
  Score: Raw -1169045.326939 + Penalty 3052.723442 = -1165992.603497
  nChanged 203
		SP:Iteration 16Q (110424.590000 sec): 3 clusters
  Score: Raw -1169111.081182 + Penalty 3052.723442 = -1166058.357740
  nChanged 190
		SP:Iteration 17Q (110424.790000 sec): 3 clusters
  Score: Raw -1169167.519880 + Penalty 3052.723442 = -1166114.796437
  nChanged 174
		SP:Iteration 18Q (110424.980000 sec): 3 clusters
  Score: Raw -1169218.423984 + Penalty 3052.723442 = -1166165.700541
  nChanged 147
		SP:Iteration 19Q (110425.170000 sec): 3 clusters
  Score: Raw -1169253.294478 + Penalty 3052.723442 = -1166200.571036
  nChanged 113
		SP:Iteration 20F (110425.360000 sec): 3 clusters
  Score: Raw -1169276.827461 + Penalty 3052.723442 = -1166224.104019
  nChanged 78
		SP:Iteration 21Q (110425.560000 sec): 3 clusters
  Score: Raw -1169290.061769 + Penalty 3052.723442 = -1166237.338327
  nChanged 61
		SP:Iteration 22Q (110425.750000 sec): 3 clusters
  Score: Raw -1169300.235640 + Penalty 3052.723442 = -1166247.512198
  nChanged 48
		SP:Iteration 23Q (110425.940000 sec): 3 clusters
  Score: Raw -1169307.710822 + Penalty 3052.723442 = -1166254.987380
  nChanged 44
		SP:Iteration 24Q (110426.130000 sec): 3 clusters
  Score: Raw -1169314.112584 + Penalty 3052.723442 = -1166261.389142
  nChanged 37
		SP:Iteration 25Q (110426.320000 sec): 3 clusters
  Score: Raw -1169319.090226 + Penalty 3052.723442 = -1166266.366784
  nChanged 35
		SP:Iteration 26Q (110426.510000 sec): 3 clusters
  Score: Raw -1169324.162566 + Penalty 3052.723442 = -1166271.439124
  nChanged 38
		SP:Iteration 27Q (110426.700000 sec): 3 clusters
  Score: Raw -1169330.808073 + Penalty 3052.723442 = -1166278.084631
  nChanged 40
		SP:Iteration 28Q (110426.900000 sec): 3 clusters
  Score: Raw -1169336.983673 + Penalty 3052.723442 = -1166284.260231
  nChanged 45
		SP:Iteration 29Q (110427.100000 sec): 3 clusters
  Score: Raw -1169343.252800 + Penalty 3052.723442 = -1166290.529358
  nChanged 32
		SP:Iteration 30Q (110427.280000 sec): 3 clusters
  Score: Raw -1169347.754363 + Penalty 3052.723442 = -1166295.030921
  nChanged 26
		SP:Iteration 31Q (110427.480000 sec): 3 clusters
  Score: Raw -1169351.858971 + Penalty 3052.723442 = -1166299.135529
  nChanged 35
		SP:Iteration 32Q (110427.670000 sec): 3 clusters
  Score: Raw -1169358.636103 + Penalty 3052.723442 = -1166305.912661
  nChanged 35
		SP:Iteration 33Q (110427.860000 sec): 3 clusters
  Score: Raw -1169363.715012 + Penalty 3052.723442 = -1166310.991570
  nChanged 36
		SP:Iteration 34Q (110428.050000 sec): 3 clusters
  Score: Raw -1169368.015478 + Penalty 3052.723442 = -1166315.292036
  nChanged 27
		SP:Iteration 35Q (110428.250000 sec): 3 clusters
  Score: Raw -1169371.544742 + Penalty 3052.723442 = -1166318.821300
  nChanged 24
		SP:Iteration 36Q (110428.430000 sec): 3 clusters
  Score: Raw -1169375.370559 + Penalty 3052.723442 = -1166322.647117
  nChanged 29
		SP:Iteration 37Q (110428.620000 sec): 3 clusters
  Score: Raw -1169378.371747 + Penalty 3052.723442 = -1166325.648305
  nChanged 24
		SP:Iteration 38Q (110428.810000 sec): 3 clusters
  Score: Raw -1169381.163495 + Penalty 3052.723442 = -1166328.440053
  nChanged 19
		SP:Iteration 39Q (110429.000000 sec): 3 clusters
  Score: Raw -1169383.100826 + Penalty 3052.723442 = -1166330.377384
  nChanged 18
		SP:Iteration 40F (110429.190000 sec): 3 clusters
  Score: Raw -1169385.515734 + Penalty 3052.723442 = -1166332.792292
  nChanged 18
		SP:Iteration 41Q (110429.380000 sec): 3 clusters
  Score: Raw -1169388.425726 + Penalty 3052.723442 = -1166335.702284
  nChanged 23
		SP:Iteration 42Q (110429.580000 sec): 3 clusters
  Score: Raw -1169391.136050 + Penalty 3052.723442 = -1166338.412608
  nChanged 30
		SP:Iteration 43Q (110429.770000 sec): 3 clusters
  Score: Raw -1169394.226150 + Penalty 3052.723442 = -1166341.502708
  nChanged 19
		SP:Iteration 44Q (110429.960000 sec): 3 clusters
  Score: Raw -1169395.931475 + Penalty 3052.723442 = -1166343.208033
  nChanged 16
		SP:Iteration 45Q (110430.150000 sec): 3 clusters
  Score: Raw -1169397.498512 + Penalty 3052.723442 = -1166344.775070
  nChanged 15
		SP:Iteration 46Q (110430.340000 sec): 3 clusters
  Score: Raw -1169399.198261 + Penalty 3052.723442 = -1166346.474819
  nChanged 22
		SP:Iteration 47Q (110430.530000 sec): 3 clusters
  Score: Raw -1169401.496765 + Penalty 3052.723442 = -1166348.773323
  nChanged 10
		SP:Iteration 48Q (110430.740000 sec): 3 clusters
  Score: Raw -1169401.872046 + Penalty 3052.723442 = -1166349.148604
  nChanged 3
		SP:Iteration 49Q (110430.910000 sec): 3 clusters
  Score: Raw -1169402.065991 + Penalty 3052.723442 = -1166349.342548
  nChanged 5
		SP:Iteration 50Q (110431.090000 sec): 3 clusters
  Score: Raw -1169402.616915 + Penalty 3052.723442 = -1166349.893473
  nChanged 8
		SP:Iteration 51Q (110431.280000 sec): 3 clusters
  Score: Raw -1169403.249354 + Penalty 3052.723442 = -1166350.525912
  nChanged 10
		SP:Iteration 52Q (110431.480000 sec): 3 clusters
  Score: Raw -1169404.107090 + Penalty 3052.723442 = -1166351.383648
  nChanged 8
		SP:Iteration 53Q (110431.670000 sec): 3 clusters
  Score: Raw -1169404.762349 + Penalty 3052.723442 = -1166352.038907
  nChanged 6
		SP:Iteration 54Q (110431.850000 sec): 3 clusters
  Score: Raw -1169405.131429 + Penalty 3052.723442 = -1166352.407987
  nChanged 1
		SP:Iteration 55Q (110432.050000 sec): 3 clusters
  Score: Raw -1169405.162843 + Penalty 3052.723442 = -1166352.439401
  nChanged 0
		SP:Iteration 56F (110432.240000 sec): 3 clusters
  Score: Raw -1169405.162843 + Penalty 3052.723442 = -1166352.439401
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110432.310000 sec): 2 clusters
  Score: Raw -170138.193760 + Penalty 1201.704976 = -168936.488784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110432.340000 sec): 3 clusters
  Score: Raw -169501.129349 + Penalty 2403.409953 = -167097.719397
  nChanged 554
		SP:Iteration 1F (110432.370000 sec): 3 clusters
  Score: Raw -169892.345273 + Penalty 2403.409953 = -167488.935320
  nChanged 126
		SP:Iteration 2F (110432.410000 sec): 3 clusters
  Score: Raw -169984.912829 + Penalty 2403.409953 = -167581.502876
  nChanged 73
		SP:Iteration 3Q (110432.440000 sec): 3 clusters
  Score: Raw -170036.478250 + Penalty 2403.409953 = -167633.068298
  nChanged 46
		SP:Iteration 4Q (110432.470000 sec): 3 clusters
  Score: Raw -170064.200790 + Penalty 2403.409953 = -167660.790838
  nChanged 30
		SP:Iteration 5Q (110432.510000 sec): 3 clusters
  Score: Raw -170081.105076 + Penalty 2403.409953 = -167677.695123
  nChanged 15
		SP:Iteration 6Q (110432.540000 sec): 3 clusters
  Score: Raw -170091.319557 + Penalty 2403.409953 = -167687.909605
  nChanged 14
		SP:Iteration 7Q (110432.570000 sec): 3 clusters
  Score: Raw -170097.445077 + Penalty 2403.409953 = -167694.035124
  nChanged 13
		SP:Iteration 8Q (110432.610000 sec): 3 clusters
  Score: Raw -170103.463650 + Penalty 2403.409953 = -167700.053698
  nChanged 10
		SP:Iteration 9Q (110432.640000 sec): 3 clusters
  Score: Raw -170108.776267 + Penalty 2403.409953 = -167705.366314
  nChanged 11
		SP:Iteration 10Q (110432.670000 sec): 3 clusters
  Score: Raw -170115.873374 + Penalty 2403.409953 = -167712.463421
  nChanged 10
		SP:Iteration 11Q (110432.700000 sec): 3 clusters
  Score: Raw -170121.727550 + Penalty 2403.409953 = -167718.317598
  nChanged 9
		SP:Iteration 12Q (110432.730000 sec): 3 clusters
  Score: Raw -170127.639283 + Penalty 2403.409953 = -167724.229331
  nChanged 6
		SP:Iteration 13Q (110432.770000 sec): 3 clusters
  Score: Raw -170130.612269 + Penalty 2403.409953 = -167727.202317
  nChanged 5
		SP:Iteration 14Q (110432.800000 sec): 3 clusters
  Score: Raw -170134.671501 + Penalty 2403.409953 = -167731.261548
  nChanged 4
		SP:Iteration 15Q (110432.830000 sec): 3 clusters
  Score: Raw -170137.645762 + Penalty 2403.409953 = -167734.235810
  nChanged 3
		SP:Iteration 16Q (110432.860000 sec): 3 clusters
  Score: Raw -170139.087428 + Penalty 2403.409953 = -167735.677475
  nChanged 1
		SP:Iteration 17Q (110432.890000 sec): 3 clusters
  Score: Raw -170139.268583 + Penalty 2403.409953 = -167735.858630
  nChanged 0
		SP:Iteration 18F (110432.920000 sec): 3 clusters
  Score: Raw -170139.268583 + Penalty 2403.409953 = -167735.858630
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (167826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110433.940000 sec): 2 clusters
  Score: Raw -16229580.838967 + Penalty 1954.985989 = -16227625.852978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110435.480000 sec): 3 clusters
  Score: Raw -16119155.865421 + Penalty 3909.971977 = -16115245.893444
  nChanged 81243
		SP:Iteration 1F (110437.000000 sec): 3 clusters
  Score: Raw -16169244.630921 + Penalty 3909.971977 = -16165334.658944
  nChanged 7896
		SP:Iteration 2Q (110438.610000 sec): 3 clusters
  Score: Raw -16172536.847990 + Penalty 3909.971977 = -16168626.876013
  nChanged 8980
		SP:Iteration 3F (110440.140000 sec): 3 clusters
  Score: Raw -16176805.004590 + Penalty 3909.971977 = -16172895.032613
  nChanged 9717
		SP:Iteration 4F (110441.670000 sec): 3 clusters
  Score: Raw -16182024.021988 + Penalty 3909.971977 = -16178114.050010
  nChanged 10261
		SP:Iteration 5F (110443.200000 sec): 3 clusters
  Score: Raw -16187997.887534 + Penalty 3909.971977 = -16184087.915557
  nChanged 10109
		SP:Iteration 6F (110444.740000 sec): 3 clusters
  Score: Raw -16193868.647615 + Penalty 3909.971977 = -16189958.675638
  nChanged 9066
		SP:Iteration 7F (110446.240000 sec): 3 clusters
  Score: Raw -16198589.293730 + Penalty 3909.971977 = -16194679.321753
  nChanged 7317
		SP:Iteration 8Q (110447.840000 sec): 3 clusters
  Score: Raw -16201605.750415 + Penalty 3909.971977 = -16197695.778438
  nChanged 5404
		SP:Iteration 9Q (110449.400000 sec): 3 clusters
  Score: Raw -16203202.960365 + Penalty 3909.971977 = -16199292.988388
  nChanged 3654
		SP:Iteration 10Q (110451.010000 sec): 3 clusters
  Score: Raw -16203927.713566 + Penalty 3909.971977 = -16200017.741588
  nChanged 2349
		SP:Iteration 11Q (110452.560000 sec): 3 clusters
  Score: Raw -16204240.192111 + Penalty 3909.971977 = -16200330.220134
  nChanged 1577
		SP:Iteration 12Q (110454.160000 sec): 3 clusters
  Score: Raw -16204412.929749 + Penalty 3909.971977 = -16200502.957772
  nChanged 1198
		SP:Iteration 13Q (110455.700000 sec): 3 clusters
  Score: Raw -16204529.886882 + Penalty 3909.971977 = -16200619.914904
  nChanged 1051
		SP:Iteration 14Q (110457.240000 sec): 3 clusters
  Score: Raw -16204636.941375 + Penalty 3909.971977 = -16200726.969398
  nChanged 1047
		SP:Iteration 15Q (110458.780000 sec): 3 clusters
  Score: Raw -16204753.733281 + Penalty 3909.971977 = -16200843.761304
  nChanged 1111
		SP:Iteration 16Q (110460.360000 sec): 3 clusters
  Score: Raw -16204886.603696 + Penalty 3909.971977 = -16200976.631719
  nChanged 1146
		SP:Iteration 17Q (110461.920000 sec): 3 clusters
  Score: Raw -16205038.819653 + Penalty 3909.971977 = -16201128.847676
  nChanged 1270
		SP:Iteration 18Q (110463.460000 sec): 3 clusters
  Score: Raw -16205212.561098 + Penalty 3909.971977 = -16201302.589121
  nChanged 1282
		SP:Iteration 19Q (110465.000000 sec): 3 clusters
  Score: Raw -16205387.653334 + Penalty 3909.971977 = -16201477.681356
  nChanged 1336
		SP:Iteration 20F (110466.480000 sec): 3 clusters
  Score: Raw -16205577.471251 + Penalty 3909.971977 = -16201667.499274
  nChanged 1411
		SP:Iteration 21Q (110468.010000 sec): 3 clusters
  Score: Raw -16205784.383159 + Penalty 3909.971977 = -16201874.411181
  nChanged 1437
		SP:Iteration 22Q (110469.550000 sec): 3 clusters
  Score: Raw -16206008.732917 + Penalty 3909.971977 = -16202098.760940
  nChanged 1491
		SP:Iteration 23Q (110471.090000 sec): 3 clusters
  Score: Raw -16206244.180086 + Penalty 3909.971977 = -16202334.208108
  nChanged 1581
		SP:Iteration 24Q (110472.630000 sec): 3 clusters
  Score: Raw -16206512.848456 + Penalty 3909.971977 = -16202602.876479
  nChanged 1710
		SP:Iteration 25Q (110474.170000 sec): 3 clusters
  Score: Raw -16206823.195924 + Penalty 3909.971977 = -16202913.223947
  nChanged 1811
		SP:Iteration 26Q (110475.690000 sec): 3 clusters
  Score: Raw -16207168.939589 + Penalty 3909.971977 = -16203258.967612
  nChanged 1902
		SP:Iteration 27Q (110477.210000 sec): 3 clusters
  Score: Raw -16207560.808886 + Penalty 3909.971977 = -16203650.836909
  nChanged 1994
		SP:Iteration 28Q (110478.740000 sec): 3 clusters
  Score: Raw -16208000.698550 + Penalty 3909.971977 = -16204090.726572
  nChanged 2081
		SP:Iteration 29Q (110480.260000 sec): 3 clusters
  Score: Raw -16208481.754992 + Penalty 3909.971977 = -16204571.783015
  nChanged 2220
		SP:Iteration 30Q (110481.780000 sec): 3 clusters
  Score: Raw -16209012.033692 + Penalty 3909.971977 = -16205102.061714
  nChanged 2248
		SP:Iteration 31Q (110483.300000 sec): 3 clusters
  Score: Raw -16209571.552949 + Penalty 3909.971977 = -16205661.580971
  nChanged 2276
		SP:Iteration 32Q (110484.810000 sec): 3 clusters
  Score: Raw -16210184.261045 + Penalty 3909.971977 = -16206274.289068
  nChanged 2532
		SP:Iteration 33Q (110486.320000 sec): 3 clusters
  Score: Raw -16210904.183364 + Penalty 3909.971977 = -16206994.211386
  nChanged 2568
		SP:Iteration 34Q (110487.850000 sec): 3 clusters
  Score: Raw -16211648.320153 + Penalty 3909.971977 = -16207738.348176
  nChanged 2652
		SP:Iteration 35Q (110489.370000 sec): 3 clusters
  Score: Raw -16212445.691565 + Penalty 3909.971977 = -16208535.719588
  nChanged 2764
		SP:Iteration 36Q (110490.890000 sec): 3 clusters
  Score: Raw -16213316.015470 + Penalty 3909.971977 = -16209406.043492
  nChanged 2841
		SP:Iteration 37Q (110492.390000 sec): 3 clusters
  Score: Raw -16214272.633489 + Penalty 3909.971977 = -16210362.661511
  nChanged 2943
		SP:Iteration 38Q (110493.910000 sec): 3 clusters
  Score: Raw -16215303.559104 + Penalty 3909.971977 = -16211393.587127
  nChanged 2916
		SP:Iteration 39Q (110495.370000 sec): 3 clusters
  Score: Raw -16216329.722888 + Penalty 3909.971977 = -16212419.750911
  nChanged 2927
		SP:Iteration 40F (110496.900000 sec): 3 clusters
  Score: Raw -16217403.467413 + Penalty 3909.971977 = -16213493.495435
  nChanged 2921
		SP:Iteration 41Q (110498.410000 sec): 3 clusters
  Score: Raw -16218471.569656 + Penalty 3909.971977 = -16214561.597679
  nChanged 2838
		SP:Iteration 42Q (110499.860000 sec): 3 clusters
  Score: Raw -16219498.251615 + Penalty 3909.971977 = -16215588.279638
  nChanged 2788
		SP:Iteration 43Q (110501.340000 sec): 3 clusters
  Score: Raw -16220511.581904 + Penalty 3909.971977 = -16216601.609927
  nChanged 2799
		SP:Iteration 44Q (110502.790000 sec): 3 clusters
  Score: Raw -16221539.881454 + Penalty 3909.971977 = -16217629.909477
  nChanged 2717
		SP:Iteration 45Q (110504.200000 sec): 3 clusters
  Score: Raw -16222542.835025 + Penalty 3909.971977 = -16218632.863048
  nChanged 2577
		SP:Iteration 46Q (110505.600000 sec): 3 clusters
  Score: Raw -16223505.520751 + Penalty 3909.971977 = -16219595.548774
  nChanged 2439
		SP:Iteration 47Q (110507.020000 sec): 3 clusters
  Score: Raw -16224418.304292 + Penalty 3909.971977 = -16220508.332315
  nChanged 2293
		SP:Iteration 48Q (110508.430000 sec): 3 clusters
  Score: Raw -16225299.915541 + Penalty 3909.971977 = -16221389.943563
  nChanged 2160
		SP:Iteration 49Q (110509.820000 sec): 3 clusters
  Score: Raw -16226139.708538 + Penalty 3909.971977 = -16222229.736561
  nChanged 1947
		SP:Iteration 50Q (110511.230000 sec): 3 clusters
  Score: Raw -16226880.163635 + Penalty 3909.971977 = -16222970.191658
  nChanged 1778
		SP:Iteration 51Q (110512.590000 sec): 3 clusters
  Score: Raw -16227573.726547 + Penalty 3909.971977 = -16223663.754570
  nChanged 1551
		SP:Iteration 52Q (110513.980000 sec): 3 clusters
  Score: Raw -16228174.710139 + Penalty 3909.971977 = -16224264.738161
  nChanged 1342
		SP:Iteration 53Q (110515.330000 sec): 3 clusters
  Score: Raw -16228692.931435 + Penalty 3909.971977 = -16224782.959458
  nChanged 1155
		SP:Iteration 54Q (110516.720000 sec): 3 clusters
  Score: Raw -16229128.757761 + Penalty 3909.971977 = -16225218.785784
  nChanged 951
		SP:Iteration 55Q (110518.070000 sec): 3 clusters
  Score: Raw -16229463.352638 + Penalty 3909.971977 = -16225553.380660
  nChanged 748
		SP:Iteration 56Q (110519.450000 sec): 3 clusters
  Score: Raw -16229698.517593 + Penalty 3909.971977 = -16225788.545616
  nChanged 574
		SP:Iteration 57Q (110520.790000 sec): 3 clusters
  Score: Raw -16229864.616774 + Penalty 3909.971977 = -16225954.644797
  nChanged 452
		SP:Iteration 58Q (110522.140000 sec): 3 clusters
  Score: Raw -16229985.118102 + Penalty 3909.971977 = -16226075.146125
  nChanged 391
		SP:Iteration 59Q (110523.480000 sec): 3 clusters
  Score: Raw -16230088.256471 + Penalty 3909.971977 = -16226178.284493
  nChanged 320
		SP:Iteration 60F (110524.940000 sec): 3 clusters
  Score: Raw -16230176.110798 + Penalty 3909.971977 = -16226266.138821
  nChanged 263
		SP:Iteration 61Q (110526.260000 sec): 3 clusters
  Score: Raw -16230245.621607 + Penalty 3909.971977 = -16226335.649629
  nChanged 220
		SP:Iteration 62Q (110527.580000 sec): 3 clusters
  Score: Raw -16230303.467804 + Penalty 3909.971977 = -16226393.495826
  nChanged 187
		SP:Iteration 63Q (110528.900000 sec): 3 clusters
  Score: Raw -16230348.659509 + Penalty 3909.971977 = -16226438.687532
  nChanged 149
		SP:Iteration 64Q (110530.220000 sec): 3 clusters
  Score: Raw -16230380.640311 + Penalty 3909.971977 = -16226470.668333
  nChanged 119
		SP:Iteration 65Q (110531.520000 sec): 3 clusters
  Score: Raw -16230406.905618 + Penalty 3909.971977 = -16226496.933640
  nChanged 109
		SP:Iteration 66Q (110532.810000 sec): 3 clusters
  Score: Raw -16230431.988986 + Penalty 3909.971977 = -16226522.017009
  nChanged 86
		SP:Iteration 67Q (110534.120000 sec): 3 clusters
  Score: Raw -16230448.989101 + Penalty 3909.971977 = -16226539.017124
  nChanged 71
		SP:Iteration 68Q (110535.450000 sec): 3 clusters
  Score: Raw -16230461.668759 + Penalty 3909.971977 = -16226551.696782
  nChanged 62
		SP:Iteration 69Q (110536.770000 sec): 3 clusters
  Score: Raw -16230472.563272 + Penalty 3909.971977 = -16226562.591294
  nChanged 58
		SP:Iteration 70Q (110538.060000 sec): 3 clusters
  Score: Raw -16230482.624416 + Penalty 3909.971977 = -16226572.652438
  nChanged 57
		SP:Iteration 71Q (110539.380000 sec): 3 clusters
  Score: Raw -16230492.677272 + Penalty 3909.971977 = -16226582.705295
  nChanged 40
		SP:Iteration 72Q (110540.700000 sec): 3 clusters
  Score: Raw -16230498.198911 + Penalty 3909.971977 = -16226588.226934
  nChanged 36
		SP:Iteration 73Q (110542.010000 sec): 3 clusters
  Score: Raw -16230503.057690 + Penalty 3909.971977 = -16226593.085712
  nChanged 30
		SP:Iteration 74Q (110543.310000 sec): 3 clusters
  Score: Raw -16230508.348992 + Penalty 3909.971977 = -16226598.377014
  nChanged 32
		SP:Iteration 75Q (110544.620000 sec): 3 clusters
  Score: Raw -16230513.488499 + Penalty 3909.971977 = -16226603.516522
  nChanged 38
		SP:Iteration 76Q (110545.940000 sec): 3 clusters
  Score: Raw -16230519.529970 + Penalty 3909.971977 = -16226609.557993
  nChanged 26
		SP:Iteration 77Q (110547.230000 sec): 3 clusters
  Score: Raw -16230522.728765 + Penalty 3909.971977 = -16226612.756788
  nChanged 21
		SP:Iteration 78Q (110548.550000 sec): 3 clusters
  Score: Raw -16230524.817884 + Penalty 3909.971977 = -16226614.845907
  nChanged 16
		SP:Iteration 79Q (110549.870000 sec): 3 clusters
  Score: Raw -16230526.561707 + Penalty 3909.971977 = -16226616.589730
  nChanged 17
		SP:Iteration 80F (110551.330000 sec): 3 clusters
  Score: Raw -16230528.681619 + Penalty 3909.971977 = -16226618.709642
  nChanged 14
		SP:Iteration 81Q (110552.650000 sec): 3 clusters
  Score: Raw -16230530.285089 + Penalty 3909.971977 = -16226620.313112
  nChanged 10
		SP:Iteration 82Q (110553.960000 sec): 3 clusters
  Score: Raw -16230531.835840 + Penalty 3909.971977 = -16226621.863862
  nChanged 9
		SP:Iteration 83Q (110555.280000 sec): 3 clusters
  Score: Raw -16230532.887030 + Penalty 3909.971977 = -16226622.915052
  nChanged 11
		SP:Iteration 84Q (110556.590000 sec): 3 clusters
  Score: Raw -16230533.908554 + Penalty 3909.971977 = -16226623.936577
  nChanged 8
		SP:Iteration 85Q (110557.880000 sec): 3 clusters
  Score: Raw -16230534.639416 + Penalty 3909.971977 = -16226624.667439
  nChanged 11
		SP:Iteration 86Q (110559.200000 sec): 3 clusters
  Score: Raw -16230535.815425 + Penalty 3909.971977 = -16226625.843448
  nChanged 7
		SP:Iteration 87Q (110560.520000 sec): 3 clusters
  Score: Raw -16230536.524033 + Penalty 3909.971977 = -16226626.552055
  nChanged 5
		SP:Iteration 88Q (110561.820000 sec): 3 clusters
  Score: Raw -16230537.093737 + Penalty 3909.971977 = -16226627.121760
  nChanged 5
		SP:Iteration 89Q (110563.140000 sec): 3 clusters
  Score: Raw -16230537.529285 + Penalty 3909.971977 = -16226627.557307
  nChanged 3
		SP:Iteration 90Q (110564.450000 sec): 3 clusters
  Score: Raw -16230537.935148 + Penalty 3909.971977 = -16226627.963170
  nChanged 6
		SP:Iteration 91Q (110565.770000 sec): 3 clusters
  Score: Raw -16230538.445561 + Penalty 3909.971977 = -16226628.473584
  nChanged 7
		SP:Iteration 92Q (110567.080000 sec): 3 clusters
  Score: Raw -16230539.244258 + Penalty 3909.971977 = -16226629.272281
  nChanged 7
		SP:Iteration 93Q (110568.370000 sec): 3 clusters
  Score: Raw -16230540.154707 + Penalty 3909.971977 = -16226630.182730
  nChanged 12
		SP:Iteration 94Q (110569.690000 sec): 3 clusters
  Score: Raw -16230541.920855 + Penalty 3909.971977 = -16226631.948878
  nChanged 11
		SP:Iteration 95Q (110571.000000 sec): 3 clusters
  Score: Raw -16230543.129536 + Penalty 3909.971977 = -16226633.157558
  nChanged 7
		SP:Iteration 96Q (110572.320000 sec): 3 clusters
  Score: Raw -16230543.672525 + Penalty 3909.971977 = -16226633.700547
  nChanged 1
		SP:Iteration 97Q (110573.640000 sec): 3 clusters
  Score: Raw -16230543.725989 + Penalty 3909.971977 = -16226633.754011
  nChanged 1
		SP:Iteration 98Q (110574.950000 sec): 3 clusters
  Score: Raw -16230543.782356 + Penalty 3909.971977 = -16226633.810379
  nChanged 0
		SP:Iteration 99F (110576.410000 sec): 3 clusters
  Score: Raw -16230543.782356 + Penalty 3909.971977 = -16226633.810379
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (47013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110576.780000 sec): 2 clusters
  Score: Raw -4731545.407882 + Penalty 1748.204159 = -4729797.203724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110577.310000 sec): 3 clusters
  Score: Raw -4701485.829439 + Penalty 3496.408317 = -4697989.421121
  nChanged 22189
		SP:Iteration 1F (110577.810000 sec): 3 clusters
  Score: Raw -4714430.699652 + Penalty 3496.408317 = -4710934.291334
  nChanged 2253
		SP:Iteration 2Q (110578.300000 sec): 3 clusters
  Score: Raw -4715530.005569 + Penalty 3496.408317 = -4712033.597252
  nChanged 2920
		SP:Iteration 3F (110578.770000 sec): 3 clusters
  Score: Raw -4717598.604319 + Penalty 3496.408317 = -4714102.196002
  nChanged 3832
		SP:Iteration 4F (110579.240000 sec): 3 clusters
  Score: Raw -4721005.869416 + Penalty 3496.408317 = -4717509.461099
  nChanged 4207
		SP:Iteration 5F (110579.710000 sec): 3 clusters
  Score: Raw -4724688.449678 + Penalty 3496.408317 = -4721192.041360
  nChanged 3560
		SP:Iteration 6F (110580.180000 sec): 3 clusters
  Score: Raw -4727214.548402 + Penalty 3496.408317 = -4723718.140084
  nChanged 2552
		SP:Iteration 7F (110580.640000 sec): 3 clusters
  Score: Raw -4728512.305086 + Penalty 3496.408317 = -4725015.896769
  nChanged 1668
		SP:Iteration 8Q (110581.120000 sec): 3 clusters
  Score: Raw -4729130.136377 + Penalty 3496.408317 = -4725633.728060
  nChanged 1172
		SP:Iteration 9Q (110581.610000 sec): 3 clusters
  Score: Raw -4729480.105176 + Penalty 3496.408317 = -4725983.696859
  nChanged 839
		SP:Iteration 10Q (110582.090000 sec): 3 clusters
  Score: Raw -4729710.403182 + Penalty 3496.408317 = -4726213.994864
  nChanged 726
		SP:Iteration 11Q (110582.570000 sec): 3 clusters
  Score: Raw -4729895.232632 + Penalty 3496.408317 = -4726398.824314
  nChanged 618
		SP:Iteration 12Q (110583.050000 sec): 3 clusters
  Score: Raw -4730044.172359 + Penalty 3496.408317 = -4726547.764042
  nChanged 518
		SP:Iteration 13Q (110583.520000 sec): 3 clusters
  Score: Raw -4730160.390658 + Penalty 3496.408317 = -4726663.982341
  nChanged 436
		SP:Iteration 14Q (110584.000000 sec): 3 clusters
  Score: Raw -4730251.381631 + Penalty 3496.408317 = -4726754.973313
  nChanged 423
		SP:Iteration 15Q (110584.480000 sec): 3 clusters
  Score: Raw -4730339.358247 + Penalty 3496.408317 = -4726842.949930
  nChanged 421
		SP:Iteration 16Q (110584.960000 sec): 3 clusters
  Score: Raw -4730426.035365 + Penalty 3496.408317 = -4726929.627048
  nChanged 423
		SP:Iteration 17Q (110585.430000 sec): 3 clusters
  Score: Raw -4730513.271033 + Penalty 3496.408317 = -4727016.862715
  nChanged 416
		SP:Iteration 18Q (110585.910000 sec): 3 clusters
  Score: Raw -4730597.451061 + Penalty 3496.408317 = -4727101.042743
  nChanged 421
		SP:Iteration 19Q (110586.440000 sec): 3 clusters
  Score: Raw -4730686.635337 + Penalty 3496.408317 = -4727190.227019
  nChanged 410
		SP:Iteration 20F (110586.930000 sec): 3 clusters
  Score: Raw -4730769.354653 + Penalty 3496.408317 = -4727272.946336
  nChanged 416
		SP:Iteration 21Q (110587.430000 sec): 3 clusters
  Score: Raw -4730857.364854 + Penalty 3496.408317 = -4727360.956537
  nChanged 410
		SP:Iteration 22Q (110587.910000 sec): 3 clusters
  Score: Raw -4730944.063009 + Penalty 3496.408317 = -4727447.654691
  nChanged 401
		SP:Iteration 23Q (110588.380000 sec): 3 clusters
  Score: Raw -4731030.246943 + Penalty 3496.408317 = -4727533.838626
  nChanged 412
		SP:Iteration 24Q (110588.860000 sec): 3 clusters
  Score: Raw -4731125.284110 + Penalty 3496.408317 = -4727628.875793
  nChanged 403
		SP:Iteration 25Q (110589.340000 sec): 3 clusters
  Score: Raw -4731211.675851 + Penalty 3496.408317 = -4727715.267534
  nChanged 408
		SP:Iteration 26Q (110589.810000 sec): 3 clusters
  Score: Raw -4731312.231438 + Penalty 3496.408317 = -4727815.823120
  nChanged 419
		SP:Iteration 27Q (110590.280000 sec): 3 clusters
  Score: Raw -4731421.016239 + Penalty 3496.408317 = -4727924.607921
  nChanged 430
		SP:Iteration 28Q (110590.760000 sec): 3 clusters
  Score: Raw -4731537.852319 + Penalty 3496.408317 = -4728041.444002
  nChanged 409
		SP:Iteration 29Q (110591.220000 sec): 3 clusters
  Score: Raw -4731650.774450 + Penalty 3496.408317 = -4728154.366132
  nChanged 389
		SP:Iteration 30Q (110591.690000 sec): 3 clusters
  Score: Raw -4731772.112581 + Penalty 3496.408317 = -4728275.704264
  nChanged 390
		SP:Iteration 31Q (110592.150000 sec): 3 clusters
  Score: Raw -4731904.434320 + Penalty 3496.408317 = -4728408.026003
  nChanged 369
		SP:Iteration 32Q (110592.640000 sec): 3 clusters
  Score: Raw -4732019.160013 + Penalty 3496.408317 = -4728522.751696
  nChanged 365
		SP:Iteration 33Q (110593.120000 sec): 3 clusters
  Score: Raw -4732137.753813 + Penalty 3496.408317 = -4728641.345495
  nChanged 369
		SP:Iteration 34Q (110593.570000 sec): 3 clusters
  Score: Raw -4732249.042621 + Penalty 3496.408317 = -4728752.634303
  nChanged 355
		SP:Iteration 35Q (110594.050000 sec): 3 clusters
  Score: Raw -4732350.362748 + Penalty 3496.408317 = -4728853.954431
  nChanged 324
		SP:Iteration 36Q (110594.520000 sec): 3 clusters
  Score: Raw -4732442.726259 + Penalty 3496.408317 = -4728946.317941
  nChanged 305
		SP:Iteration 37Q (110594.990000 sec): 3 clusters
  Score: Raw -4732511.985924 + Penalty 3496.408317 = -4729015.577606
  nChanged 249
		SP:Iteration 38Q (110595.460000 sec): 3 clusters
  Score: Raw -4732559.582149 + Penalty 3496.408317 = -4729063.173831
  nChanged 212
		SP:Iteration 39Q (110595.930000 sec): 3 clusters
  Score: Raw -4732596.510297 + Penalty 3496.408317 = -4729100.101980
  nChanged 184
		SP:Iteration 40F (110596.420000 sec): 3 clusters
  Score: Raw -4732626.683748 + Penalty 3496.408317 = -4729130.275431
  nChanged 189
		SP:Iteration 41Q (110596.890000 sec): 3 clusters
  Score: Raw -4732656.189816 + Penalty 3496.408317 = -4729159.781499
  nChanged 183
		SP:Iteration 42Q (110597.360000 sec): 3 clusters
  Score: Raw -4732680.911383 + Penalty 3496.408317 = -4729184.503065
  nChanged 155
		SP:Iteration 43Q (110597.830000 sec): 3 clusters
  Score: Raw -4732699.253156 + Penalty 3496.408317 = -4729202.844839
  nChanged 142
		SP:Iteration 44Q (110598.300000 sec): 3 clusters
  Score: Raw -4732714.579534 + Penalty 3496.408317 = -4729218.171216
  nChanged 132
		SP:Iteration 45Q (110598.770000 sec): 3 clusters
  Score: Raw -4732727.425097 + Penalty 3496.408317 = -4729231.016780
  nChanged 131
		SP:Iteration 46Q (110599.230000 sec): 3 clusters
  Score: Raw -4732739.462398 + Penalty 3496.408317 = -4729243.054081
  nChanged 103
		SP:Iteration 47Q (110599.700000 sec): 3 clusters
  Score: Raw -4732748.471624 + Penalty 3496.408317 = -4729252.063307
  nChanged 81
		SP:Iteration 48Q (110600.190000 sec): 3 clusters
  Score: Raw -4732754.589402 + Penalty 3496.408317 = -4729258.181084
  nChanged 80
		SP:Iteration 49Q (110600.650000 sec): 3 clusters
  Score: Raw -4732761.005524 + Penalty 3496.408317 = -4729264.597207
  nChanged 70
		SP:Iteration 50Q (110601.110000 sec): 3 clusters
  Score: Raw -4732765.863001 + Penalty 3496.408317 = -4729269.454684
  nChanged 55
		SP:Iteration 51Q (110601.600000 sec): 3 clusters
  Score: Raw -4732769.031830 + Penalty 3496.408317 = -4729272.623513
  nChanged 46
		SP:Iteration 52Q (110602.070000 sec): 3 clusters
  Score: Raw -4732771.981388 + Penalty 3496.408317 = -4729275.573071
  nChanged 47
		SP:Iteration 53Q (110602.560000 sec): 3 clusters
  Score: Raw -4732774.553871 + Penalty 3496.408317 = -4729278.145554
  nChanged 39
		SP:Iteration 54Q (110603.020000 sec): 3 clusters
  Score: Raw -4732776.801386 + Penalty 3496.408317 = -4729280.393069
  nChanged 40
		SP:Iteration 55Q (110603.510000 sec): 3 clusters
  Score: Raw -4732779.195835 + Penalty 3496.408317 = -4729282.787518
  nChanged 35
		SP:Iteration 56Q (110603.970000 sec): 3 clusters
  Score: Raw -4732780.825793 + Penalty 3496.408317 = -4729284.417475
  nChanged 25
		SP:Iteration 57Q (110604.450000 sec): 3 clusters
  Score: Raw -4732781.950617 + Penalty 3496.408317 = -4729285.542299
  nChanged 16
		SP:Iteration 58Q (110604.920000 sec): 3 clusters
  Score: Raw -4732782.793472 + Penalty 3496.408317 = -4729286.385155
  nChanged 19
		SP:Iteration 59Q (110605.410000 sec): 3 clusters
  Score: Raw -4732783.605022 + Penalty 3496.408317 = -4729287.196704
  nChanged 16
		SP:Iteration 60F (110605.900000 sec): 3 clusters
  Score: Raw -4732784.117317 + Penalty 3496.408317 = -4729287.708999
  nChanged 11
		SP:Iteration 61Q (110606.370000 sec): 3 clusters
  Score: Raw -4732784.381182 + Penalty 3496.408317 = -4729287.972865
  nChanged 7
		SP:Iteration 62Q (110606.830000 sec): 3 clusters
  Score: Raw -4732784.549265 + Penalty 3496.408317 = -4729288.140948
  nChanged 4
		SP:Iteration 63Q (110607.310000 sec): 3 clusters
  Score: Raw -4732784.686935 + Penalty 3496.408317 = -4729288.278617
  nChanged 4
		SP:Iteration 64Q (110607.780000 sec): 3 clusters
  Score: Raw -4732784.933780 + Penalty 3496.408317 = -4729288.525463
  nChanged 4
		SP:Iteration 65Q (110608.270000 sec): 3 clusters
  Score: Raw -4732785.126241 + Penalty 3496.408317 = -4729288.717924
  nChanged 5
		SP:Iteration 66Q (110608.730000 sec): 3 clusters
  Score: Raw -4732785.322267 + Penalty 3496.408317 = -4729288.913950
  nChanged 6
		SP:Iteration 67Q (110609.210000 sec): 3 clusters
  Score: Raw -4732785.495578 + Penalty 3496.408317 = -4729289.087261
  nChanged 7
		SP:Iteration 68Q (110609.670000 sec): 3 clusters
  Score: Raw -4732785.763947 + Penalty 3496.408317 = -4729289.355630
  nChanged 8
		SP:Iteration 69Q (110610.160000 sec): 3 clusters
  Score: Raw -4732786.014043 + Penalty 3496.408317 = -4729289.605725
  nChanged 6
		SP:Iteration 70Q (110610.620000 sec): 3 clusters
  Score: Raw -4732786.149165 + Penalty 3496.408317 = -4729289.740848
  nChanged 2
		SP:Iteration 71Q (110611.110000 sec): 3 clusters
  Score: Raw -4732786.184028 + Penalty 3496.408317 = -4729289.775711
  nChanged 1
		SP:Iteration 72Q (110611.570000 sec): 3 clusters
  Score: Raw -4732786.236504 + Penalty 3496.408317 = -4729289.828187
  nChanged 1
		SP:Iteration 73Q (110612.060000 sec): 3 clusters
  Score: Raw -4732786.252820 + Penalty 3496.408317 = -4729289.844502
  nChanged 2
		SP:Iteration 74Q (110612.530000 sec): 3 clusters
  Score: Raw -4732786.299704 + Penalty 3496.408317 = -4729289.891387
  nChanged 4
		SP:Iteration 75Q (110612.990000 sec): 3 clusters
  Score: Raw -4732786.449381 + Penalty 3496.408317 = -4729290.041064
  nChanged 7
		SP:Iteration 76Q (110613.480000 sec): 3 clusters
  Score: Raw -4732786.609522 + Penalty 3496.408317 = -4729290.201204
  nChanged 4
		SP:Iteration 77Q (110613.940000 sec): 3 clusters
  Score: Raw -4732786.757656 + Penalty 3496.408317 = -4729290.349338
  nChanged 2
		SP:Iteration 78Q (110614.430000 sec): 3 clusters
  Score: Raw -4732786.785962 + Penalty 3496.408317 = -4729290.377644
  nChanged 1
		SP:Iteration 79Q (110614.890000 sec): 3 clusters
  Score: Raw -4732786.802290 + Penalty 3496.408317 = -4729290.393973
  nChanged 0
		SP:Iteration 80F (110615.410000 sec): 3 clusters
  Score: Raw -4732786.802290 + Penalty 3496.408317 = -4729290.393973
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (12605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110615.540000 sec): 2 clusters
  Score: Raw -1232714.368712 + Penalty 1534.300436 = -1231180.068276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110615.750000 sec): 3 clusters
  Score: Raw -1225369.757975 + Penalty 3068.600873 = -1222301.157102
  nChanged 5571
		SP:Iteration 1F (110615.930000 sec): 3 clusters
  Score: Raw -1228623.703008 + Penalty 3068.600873 = -1225555.102136
  nChanged 938
		SP:Iteration 2F (110616.110000 sec): 3 clusters
  Score: Raw -1229261.391186 + Penalty 3068.600873 = -1226192.790313
  nChanged 941
		SP:Iteration 3F (110616.310000 sec): 3 clusters
  Score: Raw -1230025.568078 + Penalty 3068.600873 = -1226956.967205
  nChanged 919
		SP:Iteration 4F (110616.490000 sec): 3 clusters
  Score: Raw -1230722.468475 + Penalty 3068.600873 = -1227653.867602
  nChanged 792
		SP:Iteration 5F (110616.670000 sec): 3 clusters
  Score: Raw -1231216.460641 + Penalty 3068.600873 = -1228147.859769
  nChanged 615
		SP:Iteration 6Q (110616.860000 sec): 3 clusters
  Score: Raw -1231528.006882 + Penalty 3068.600873 = -1228459.406009
  nChanged 404
		SP:Iteration 7Q (110617.060000 sec): 3 clusters
  Score: Raw -1231702.468372 + Penalty 3068.600873 = -1228633.867499
  nChanged 327
		SP:Iteration 8Q (110617.250000 sec): 3 clusters
  Score: Raw -1231844.328219 + Penalty 3068.600873 = -1228775.727346
  nChanged 296
		SP:Iteration 9Q (110617.440000 sec): 3 clusters
  Score: Raw -1231959.361911 + Penalty 3068.600873 = -1228890.761038
  nChanged 237
		SP:Iteration 10Q (110617.630000 sec): 3 clusters
  Score: Raw -1232054.030310 + Penalty 3068.600873 = -1228985.429437
  nChanged 198
		SP:Iteration 11Q (110617.840000 sec): 3 clusters
  Score: Raw -1232139.320902 + Penalty 3068.600873 = -1229070.720029
  nChanged 215
		SP:Iteration 12Q (110618.020000 sec): 3 clusters
  Score: Raw -1232239.331155 + Penalty 3068.600873 = -1229170.730282
  nChanged 225
		SP:Iteration 13Q (110618.210000 sec): 3 clusters
  Score: Raw -1232361.007421 + Penalty 3068.600873 = -1229292.406548
  nChanged 238
		SP:Iteration 14Q (110618.390000 sec): 3 clusters
  Score: Raw -1232491.048276 + Penalty 3068.600873 = -1229422.447404
  nChanged 215
		SP:Iteration 15Q (110618.600000 sec): 3 clusters
  Score: Raw -1232614.669171 + Penalty 3068.600873 = -1229546.068298
  nChanged 201
		SP:Iteration 16Q (110618.790000 sec): 3 clusters
  Score: Raw -1232725.159373 + Penalty 3068.600873 = -1229656.558500
  nChanged 183
		SP:Iteration 17Q (110618.980000 sec): 3 clusters
  Score: Raw -1232814.397763 + Penalty 3068.600873 = -1229745.796890
  nChanged 175
		SP:Iteration 18Q (110619.160000 sec): 3 clusters
  Score: Raw -1232896.871443 + Penalty 3068.600873 = -1229828.270570
  nChanged 149
		SP:Iteration 19Q (110619.360000 sec): 3 clusters
  Score: Raw -1232974.903938 + Penalty 3068.600873 = -1229906.303065
  nChanged 115
		SP:Iteration 20F (110619.540000 sec): 3 clusters
  Score: Raw -1233046.107567 + Penalty 3068.600873 = -1229977.506694
  nChanged 99
		SP:Iteration 21Q (110619.720000 sec): 3 clusters
  Score: Raw -1233089.098973 + Penalty 3068.600873 = -1230020.498100
  nChanged 79
		SP:Iteration 22Q (110619.920000 sec): 3 clusters
  Score: Raw -1233123.664803 + Penalty 3068.600873 = -1230055.063930
  nChanged 81
		SP:Iteration 23Q (110620.120000 sec): 3 clusters
  Score: Raw -1233156.231396 + Penalty 3068.600873 = -1230087.630523
  nChanged 57
		SP:Iteration 24Q (110620.290000 sec): 3 clusters
  Score: Raw -1233176.827456 + Penalty 3068.600873 = -1230108.226583
  nChanged 47
		SP:Iteration 25Q (110620.460000 sec): 3 clusters
  Score: Raw -1233200.362742 + Penalty 3068.600873 = -1230131.761869
  nChanged 42
		SP:Iteration 26Q (110620.660000 sec): 3 clusters
  Score: Raw -1233217.507756 + Penalty 3068.600873 = -1230148.906883
  nChanged 38
		SP:Iteration 27Q (110620.840000 sec): 3 clusters
  Score: Raw -1233229.698212 + Penalty 3068.600873 = -1230161.097339
  nChanged 37
		SP:Iteration 28Q (110621.010000 sec): 3 clusters
  Score: Raw -1233248.169075 + Penalty 3068.600873 = -1230179.568202
  nChanged 36
		SP:Iteration 29Q (110621.200000 sec): 3 clusters
  Score: Raw -1233264.119717 + Penalty 3068.600873 = -1230195.518844
  nChanged 38
		SP:Iteration 30Q (110621.380000 sec): 3 clusters
  Score: Raw -1233280.709812 + Penalty 3068.600873 = -1230212.108939
  nChanged 32
		SP:Iteration 31Q (110621.550000 sec): 3 clusters
  Score: Raw -1233296.803236 + Penalty 3068.600873 = -1230228.202363
  nChanged 32
		SP:Iteration 32Q (110621.770000 sec): 3 clusters
  Score: Raw -1233308.330561 + Penalty 3068.600873 = -1230239.729688
  nChanged 25
		SP:Iteration 33Q (110621.950000 sec): 3 clusters
  Score: Raw -1233316.237843 + Penalty 3068.600873 = -1230247.636970
  nChanged 19
		SP:Iteration 34Q (110622.120000 sec): 3 clusters
  Score: Raw -1233321.695493 + Penalty 3068.600873 = -1230253.094620
  nChanged 17
		SP:Iteration 35Q (110622.310000 sec): 3 clusters
  Score: Raw -1233326.369402 + Penalty 3068.600873 = -1230257.768529
  nChanged 13
		SP:Iteration 36Q (110622.480000 sec): 3 clusters
  Score: Raw -1233330.716552 + Penalty 3068.600873 = -1230262.115679
  nChanged 16
		SP:Iteration 37Q (110622.660000 sec): 3 clusters
  Score: Raw -1233335.714039 + Penalty 3068.600873 = -1230267.113166
  nChanged 16
		SP:Iteration 38Q (110622.850000 sec): 3 clusters
  Score: Raw -1233343.335883 + Penalty 3068.600873 = -1230274.735010
  nChanged 24
		SP:Iteration 39Q (110623.020000 sec): 3 clusters
  Score: Raw -1233352.438882 + Penalty 3068.600873 = -1230283.838009
  nChanged 17
		SP:Iteration 40F (110623.200000 sec): 3 clusters
  Score: Raw -1233358.594328 + Penalty 3068.600873 = -1230289.993455
  nChanged 14
		SP:Iteration 41Q (110623.390000 sec): 3 clusters
  Score: Raw -1233363.185654 + Penalty 3068.600873 = -1230294.584781
  nChanged 9
		SP:Iteration 42Q (110623.560000 sec): 3 clusters
  Score: Raw -1233365.800406 + Penalty 3068.600873 = -1230297.199534
  nChanged 5
		SP:Iteration 43Q (110623.740000 sec): 3 clusters
  Score: Raw -1233367.494187 + Penalty 3068.600873 = -1230298.893314
  nChanged 9
		SP:Iteration 44Q (110623.940000 sec): 3 clusters
  Score: Raw -1233370.634062 + Penalty 3068.600873 = -1230302.033189
  nChanged 7
		SP:Iteration 45Q (110624.120000 sec): 3 clusters
  Score: Raw -1233372.372767 + Penalty 3068.600873 = -1230303.771894
  nChanged 6
		SP:Iteration 46Q (110624.280000 sec): 3 clusters
  Score: Raw -1233374.247920 + Penalty 3068.600873 = -1230305.647047
  nChanged 11
		SP:Iteration 47Q (110624.490000 sec): 3 clusters
  Score: Raw -1233376.849794 + Penalty 3068.600873 = -1230308.248921
  nChanged 3
		SP:Iteration 48Q (110624.660000 sec): 3 clusters
  Score: Raw -1233377.788616 + Penalty 3068.600873 = -1230309.187743
  nChanged 4
		SP:Iteration 49Q (110624.840000 sec): 3 clusters
  Score: Raw -1233378.838899 + Penalty 3068.600873 = -1230310.238027
  nChanged 3
		SP:Iteration 50Q (110625.050000 sec): 3 clusters
  Score: Raw -1233379.483774 + Penalty 3068.600873 = -1230310.882901
  nChanged 5
		SP:Iteration 51Q (110625.220000 sec): 3 clusters
  Score: Raw -1233380.599025 + Penalty 3068.600873 = -1230311.998153
  nChanged 4
		SP:Iteration 52Q (110625.420000 sec): 3 clusters
  Score: Raw -1233381.975904 + Penalty 3068.600873 = -1230313.375031
  nChanged 7
		SP:Iteration 53Q (110625.610000 sec): 3 clusters
  Score: Raw -1233383.513583 + Penalty 3068.600873 = -1230314.912710
  nChanged 2
		SP:Iteration 54Q (110625.780000 sec): 3 clusters
  Score: Raw -1233383.859600 + Penalty 3068.600873 = -1230315.258727
  nChanged 2
		SP:Iteration 55Q (110625.950000 sec): 3 clusters
  Score: Raw -1233384.316918 + Penalty 3068.600873 = -1230315.716045
  nChanged 5
		SP:Iteration 56Q (110626.150000 sec): 3 clusters
  Score: Raw -1233385.505320 + Penalty 3068.600873 = -1230316.904447
  nChanged 4
		SP:Iteration 57Q (110626.310000 sec): 3 clusters
  Score: Raw -1233386.304152 + Penalty 3068.600873 = -1230317.703279
  nChanged 4
		SP:Iteration 58Q (110626.480000 sec): 3 clusters
  Score: Raw -1233388.935763 + Penalty 3068.600873 = -1230320.334890
  nChanged 10
		SP:Iteration 59Q (110626.680000 sec): 3 clusters
  Score: Raw -1233393.653252 + Penalty 3068.600873 = -1230325.052379
  nChanged 11
		SP:Iteration 60F (110626.860000 sec): 3 clusters
  Score: Raw -1233397.119688 + Penalty 3068.600873 = -1230328.518815
  nChanged 8
		SP:Iteration 61Q (110627.030000 sec): 3 clusters
  Score: Raw -1233400.186622 + Penalty 3068.600873 = -1230331.585749
  nChanged 10
		SP:Iteration 62Q (110627.230000 sec): 3 clusters
  Score: Raw -1233403.696556 + Penalty 3068.600873 = -1230335.095683
  nChanged 11
		SP:Iteration 63Q (110627.410000 sec): 3 clusters
  Score: Raw -1233407.241871 + Penalty 3068.600873 = -1230338.640998
  nChanged 11
		SP:Iteration 64Q (110627.570000 sec): 3 clusters
  Score: Raw -1233410.125547 + Penalty 3068.600873 = -1230341.524674
  nChanged 9
		SP:Iteration 65Q (110627.780000 sec): 3 clusters
  Score: Raw -1233412.875399 + Penalty 3068.600873 = -1230344.274526
  nChanged 9
		SP:Iteration 66Q (110627.960000 sec): 3 clusters
  Score: Raw -1233417.067905 + Penalty 3068.600873 = -1230348.467032
  nChanged 4
		SP:Iteration 67Q (110628.130000 sec): 3 clusters
  Score: Raw -1233419.034174 + Penalty 3068.600873 = -1230350.433301
  nChanged 7
		SP:Iteration 68Q (110628.320000 sec): 3 clusters
  Score: Raw -1233421.637658 + Penalty 3068.600873 = -1230353.036785
  nChanged 8
		SP:Iteration 69Q (110628.490000 sec): 3 clusters
  Score: Raw -1233423.735826 + Penalty 3068.600873 = -1230355.134953
  nChanged 7
		SP:Iteration 70Q (110628.680000 sec): 3 clusters
  Score: Raw -1233426.903056 + Penalty 3068.600873 = -1230358.302183
  nChanged 4
		SP:Iteration 71Q (110628.840000 sec): 3 clusters
  Score: Raw -1233429.788508 + Penalty 3068.600873 = -1230361.187635
  nChanged 8
		SP:Iteration 72Q (110629.010000 sec): 3 clusters
  Score: Raw -1233431.957086 + Penalty 3068.600873 = -1230363.356213
  nChanged 4
		SP:Iteration 73Q (110629.210000 sec): 3 clusters
  Score: Raw -1233433.268753 + Penalty 3068.600873 = -1230364.667880
  nChanged 7
		SP:Iteration 74Q (110629.390000 sec): 3 clusters
  Score: Raw -1233434.964614 + Penalty 3068.600873 = -1230366.363742
  nChanged 7
		SP:Iteration 75Q (110629.560000 sec): 3 clusters
  Score: Raw -1233436.793684 + Penalty 3068.600873 = -1230368.192812
  nChanged 7
		SP:Iteration 76Q (110629.750000 sec): 3 clusters
  Score: Raw -1233439.571615 + Penalty 3068.600873 = -1230370.970742
  nChanged 7
		SP:Iteration 77Q (110629.940000 sec): 3 clusters
  Score: Raw -1233441.820624 + Penalty 3068.600873 = -1230373.219751
  nChanged 8
		SP:Iteration 78Q (110630.120000 sec): 3 clusters
  Score: Raw -1233444.312242 + Penalty 3068.600873 = -1230375.711369
  nChanged 9
		SP:Iteration 79Q (110630.290000 sec): 3 clusters
  Score: Raw -1233448.239620 + Penalty 3068.600873 = -1230379.638747
  nChanged 9
		SP:Iteration 80F (110630.520000 sec): 3 clusters
  Score: Raw -1233451.573243 + Penalty 3068.600873 = -1230382.972370
  nChanged 6
		SP:Iteration 81Q (110630.710000 sec): 3 clusters
  Score: Raw -1233454.666966 + Penalty 3068.600873 = -1230386.066093
  nChanged 6
		SP:Iteration 82Q (110630.880000 sec): 3 clusters
  Score: Raw -1233455.956541 + Penalty 3068.600873 = -1230387.355668
  nChanged 3
		SP:Iteration 83Q (110631.050000 sec): 3 clusters
  Score: Raw -1233457.046038 + Penalty 3068.600873 = -1230388.445165
  nChanged 4
		SP:Iteration 84Q (110631.280000 sec): 3 clusters
  Score: Raw -1233458.362706 + Penalty 3068.600873 = -1230389.761833
  nChanged 2
		SP:Iteration 85Q (110631.470000 sec): 3 clusters
  Score: Raw -1233459.014079 + Penalty 3068.600873 = -1230390.413206
  nChanged 4
		SP:Iteration 86Q (110631.640000 sec): 3 clusters
  Score: Raw -1233459.945809 + Penalty 3068.600873 = -1230391.344937
  nChanged 0
		SP:Iteration 87F (110631.820000 sec): 3 clusters
  Score: Raw -1233459.945809 + Penalty 3068.600873 = -1230391.344937
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110631.940000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110632.060000 sec): 3 clusters
  Score: Raw -621267.940086 + Penalty 2855.101478 = -618412.838607
  nChanged 2732
		SP:Iteration 1F (110632.160000 sec): 3 clusters
  Score: Raw -622879.171336 + Penalty 2855.101478 = -620024.069858
  nChanged 505
		SP:Iteration 2F (110632.270000 sec): 3 clusters
  Score: Raw -623192.214453 + Penalty 2855.101478 = -620337.112975
  nChanged 425
		SP:Iteration 3F (110632.380000 sec): 3 clusters
  Score: Raw -623456.364824 + Penalty 2855.101478 = -620601.263346
  nChanged 330
		SP:Iteration 4F (110632.490000 sec): 3 clusters
  Score: Raw -623636.159855 + Penalty 2855.101478 = -620781.058376
  nChanged 290
		SP:Iteration 5Q (110632.600000 sec): 3 clusters
  Score: Raw -623764.164971 + Penalty 2855.101478 = -620909.063493
  nChanged 208
		SP:Iteration 6Q (110632.710000 sec): 3 clusters
  Score: Raw -623850.793744 + Penalty 2855.101478 = -620995.692266
  nChanged 172
		SP:Iteration 7Q (110632.820000 sec): 3 clusters
  Score: Raw -623921.082337 + Penalty 2855.101478 = -621065.980859
  nChanged 148
		SP:Iteration 8Q (110632.930000 sec): 3 clusters
  Score: Raw -623985.634472 + Penalty 2855.101478 = -621130.532993
  nChanged 160
		SP:Iteration 9Q (110633.040000 sec): 3 clusters
  Score: Raw -624060.726843 + Penalty 2855.101478 = -621205.625365
  nChanged 167
		SP:Iteration 10Q (110633.150000 sec): 3 clusters
  Score: Raw -624128.496505 + Penalty 2855.101478 = -621273.395027
  nChanged 146
		SP:Iteration 11Q (110633.260000 sec): 3 clusters
  Score: Raw -624188.559221 + Penalty 2855.101478 = -621333.457742
  nChanged 124
		SP:Iteration 12Q (110633.370000 sec): 3 clusters
  Score: Raw -624235.170508 + Penalty 2855.101478 = -621380.069029
  nChanged 88
		SP:Iteration 13Q (110633.480000 sec): 3 clusters
  Score: Raw -624259.679964 + Penalty 2855.101478 = -621404.578486
  nChanged 64
		SP:Iteration 14Q (110633.590000 sec): 3 clusters
  Score: Raw -624276.121014 + Penalty 2855.101478 = -621421.019536
  nChanged 59
		SP:Iteration 15Q (110633.700000 sec): 3 clusters
  Score: Raw -624292.264945 + Penalty 2855.101478 = -621437.163467
  nChanged 57
		SP:Iteration 16Q (110633.810000 sec): 3 clusters
  Score: Raw -624306.812734 + Penalty 2855.101478 = -621451.711256
  nChanged 49
		SP:Iteration 17Q (110633.920000 sec): 3 clusters
  Score: Raw -624318.656709 + Penalty 2855.101478 = -621463.555231
  nChanged 39
		SP:Iteration 18Q (110634.030000 sec): 3 clusters
  Score: Raw -624328.720141 + Penalty 2855.101478 = -621473.618662
  nChanged 42
		SP:Iteration 19Q (110634.140000 sec): 3 clusters
  Score: Raw -624339.860898 + Penalty 2855.101478 = -621484.759420
  nChanged 44
		SP:Iteration 20F (110634.250000 sec): 3 clusters
  Score: Raw -624351.993252 + Penalty 2855.101478 = -621496.891774
  nChanged 47
		SP:Iteration 21Q (110634.360000 sec): 3 clusters
  Score: Raw -624364.806156 + Penalty 2855.101478 = -621509.704677
  nChanged 52
		SP:Iteration 22Q (110634.460000 sec): 3 clusters
  Score: Raw -624377.759629 + Penalty 2855.101478 = -621522.658150
  nChanged 47
		SP:Iteration 23Q (110634.580000 sec): 3 clusters
  Score: Raw -624388.772699 + Penalty 2855.101478 = -621533.671221
  nChanged 34
		SP:Iteration 24Q (110634.680000 sec): 3 clusters
  Score: Raw -624396.363024 + Penalty 2855.101478 = -621541.261546
  nChanged 32
		SP:Iteration 25Q (110634.790000 sec): 3 clusters
  Score: Raw -624403.384710 + Penalty 2855.101478 = -621548.283231
  nChanged 39
		SP:Iteration 26Q (110634.900000 sec): 3 clusters
  Score: Raw -624411.681400 + Penalty 2855.101478 = -621556.579922
  nChanged 29
		SP:Iteration 27Q (110635.010000 sec): 3 clusters
  Score: Raw -624418.922505 + Penalty 2855.101478 = -621563.821027
  nChanged 29
		SP:Iteration 28Q (110635.120000 sec): 3 clusters
  Score: Raw -624424.136398 + Penalty 2855.101478 = -621569.034920
  nChanged 13
		SP:Iteration 29Q (110635.220000 sec): 3 clusters
  Score: Raw -624426.302516 + Penalty 2855.101478 = -621571.201037
  nChanged 8
		SP:Iteration 30Q (110635.330000 sec): 3 clusters
  Score: Raw -624427.356854 + Penalty 2855.101478 = -621572.255376
  nChanged 4
		SP:Iteration 31Q (110635.440000 sec): 3 clusters
  Score: Raw -624427.974731 + Penalty 2855.101478 = -621572.873253
  nChanged 6
		SP:Iteration 32Q (110635.550000 sec): 3 clusters
  Score: Raw -624428.473521 + Penalty 2855.101478 = -621573.372042
  nChanged 6
		SP:Iteration 33Q (110635.660000 sec): 3 clusters
  Score: Raw -624429.331561 + Penalty 2855.101478 = -621574.230083
  nChanged 6
		SP:Iteration 34Q (110635.770000 sec): 3 clusters
  Score: Raw -624430.352752 + Penalty 2855.101478 = -621575.251273
  nChanged 7
		SP:Iteration 35Q (110635.880000 sec): 3 clusters
  Score: Raw -624431.047855 + Penalty 2855.101478 = -621575.946376
  nChanged 4
		SP:Iteration 36Q (110635.990000 sec): 3 clusters
  Score: Raw -624431.642053 + Penalty 2855.101478 = -621576.540575
  nChanged 6
		SP:Iteration 37Q (110636.100000 sec): 3 clusters
  Score: Raw -624432.737008 + Penalty 2855.101478 = -621577.635529
  nChanged 5
		SP:Iteration 38Q (110636.200000 sec): 3 clusters
  Score: Raw -624433.620840 + Penalty 2855.101478 = -621578.519362
  nChanged 8
		SP:Iteration 39Q (110636.320000 sec): 3 clusters
  Score: Raw -624434.415844 + Penalty 2855.101478 = -621579.314366
  nChanged 9
		SP:Iteration 40F (110636.420000 sec): 3 clusters
  Score: Raw -624435.576529 + Penalty 2855.101478 = -621580.475050
  nChanged 6
		SP:Iteration 41Q (110636.530000 sec): 3 clusters
  Score: Raw -624436.226045 + Penalty 2855.101478 = -621581.124567
  nChanged 5
		SP:Iteration 42Q (110636.640000 sec): 3 clusters
  Score: Raw -624436.833761 + Penalty 2855.101478 = -621581.732282
  nChanged 5
		SP:Iteration 43Q (110636.750000 sec): 3 clusters
  Score: Raw -624437.641199 + Penalty 2855.101478 = -621582.539721
  nChanged 4
		SP:Iteration 44Q (110636.860000 sec): 3 clusters
  Score: Raw -624438.157370 + Penalty 2855.101478 = -621583.055892
  nChanged 4
		SP:Iteration 45Q (110636.970000 sec): 3 clusters
  Score: Raw -624438.641688 + Penalty 2855.101478 = -621583.540209
  nChanged 3
		SP:Iteration 46Q (110637.080000 sec): 3 clusters
  Score: Raw -624439.112264 + Penalty 2855.101478 = -621584.010786
  nChanged 4
		SP:Iteration 47Q (110637.180000 sec): 3 clusters
  Score: Raw -624439.792679 + Penalty 2855.101478 = -621584.691201
  nChanged 7
		SP:Iteration 48Q (110637.300000 sec): 3 clusters
  Score: Raw -624440.668389 + Penalty 2855.101478 = -621585.566911
  nChanged 4
		SP:Iteration 49Q (110637.410000 sec): 3 clusters
  Score: Raw -624441.442729 + Penalty 2855.101478 = -621586.341251
  nChanged 5
		SP:Iteration 50Q (110637.520000 sec): 3 clusters
  Score: Raw -624442.103531 + Penalty 2855.101478 = -621587.002052
  nChanged 7
		SP:Iteration 51Q (110637.630000 sec): 3 clusters
  Score: Raw -624443.240559 + Penalty 2855.101478 = -621588.139081
  nChanged 11
		SP:Iteration 52Q (110637.740000 sec): 3 clusters
  Score: Raw -624444.884168 + Penalty 2855.101478 = -621589.782690
  nChanged 5
		SP:Iteration 53Q (110637.850000 sec): 3 clusters
  Score: Raw -624445.857874 + Penalty 2855.101478 = -621590.756396
  nChanged 8
		SP:Iteration 54Q (110637.960000 sec): 3 clusters
  Score: Raw -624447.489553 + Penalty 2855.101478 = -621592.388074
  nChanged 9
		SP:Iteration 55Q (110638.070000 sec): 3 clusters
  Score: Raw -624448.507159 + Penalty 2855.101478 = -621593.405681
  nChanged 6
		SP:Iteration 56Q (110638.170000 sec): 3 clusters
  Score: Raw -624449.303774 + Penalty 2855.101478 = -621594.202295
  nChanged 2
		SP:Iteration 57Q (110638.280000 sec): 3 clusters
  Score: Raw -624449.487454 + Penalty 2855.101478 = -621594.385976
  nChanged 0
		SP:Iteration 58F (110638.390000 sec): 3 clusters
  Score: Raw -624449.487454 + Penalty 2855.101478 = -621594.385976
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110638.460000 sec): 2 clusters
  Score: Raw -339315.428003 + Penalty 1308.342902 = -338007.085101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110638.530000 sec): 3 clusters
  Score: Raw -337843.612594 + Penalty 2616.685803 = -335226.926790
  nChanged 1186
		SP:Iteration 1F (110638.590000 sec): 3 clusters
  Score: Raw -338557.346002 + Penalty 2616.685803 = -335940.660198
  nChanged 267
		SP:Iteration 2F (110638.650000 sec): 3 clusters
  Score: Raw -338754.930364 + Penalty 2616.685803 = -336138.244560
  nChanged 208
		SP:Iteration 3F (110638.710000 sec): 3 clusters
  Score: Raw -338907.696023 + Penalty 2616.685803 = -336291.010220
  nChanged 169
		SP:Iteration 4F (110638.770000 sec): 3 clusters
  Score: Raw -339037.140671 + Penalty 2616.685803 = -336420.454868
  nChanged 133
		SP:Iteration 5Q (110638.830000 sec): 3 clusters
  Score: Raw -339138.657181 + Penalty 2616.685803 = -336521.971378
  nChanged 129
		SP:Iteration 6Q (110638.890000 sec): 3 clusters
  Score: Raw -339234.171674 + Penalty 2616.685803 = -336617.485870
  nChanged 102
		SP:Iteration 7Q (110638.950000 sec): 3 clusters
  Score: Raw -339306.957321 + Penalty 2616.685803 = -336690.271518
  nChanged 75
		SP:Iteration 8Q (110639.010000 sec): 3 clusters
  Score: Raw -339372.031845 + Penalty 2616.685803 = -336755.346042
  nChanged 83
		SP:Iteration 9Q (110639.070000 sec): 3 clusters
  Score: Raw -339434.220092 + Penalty 2616.685803 = -336817.534289
  nChanged 67
		SP:Iteration 10Q (110639.130000 sec): 3 clusters
  Score: Raw -339482.707630 + Penalty 2616.685803 = -336866.021826
  nChanged 51
		SP:Iteration 11Q (110639.190000 sec): 3 clusters
  Score: Raw -339518.590953 + Penalty 2616.685803 = -336901.905149
  nChanged 33
		SP:Iteration 12Q (110639.250000 sec): 3 clusters
  Score: Raw -339541.138784 + Penalty 2616.685803 = -336924.452981
  nChanged 27
		SP:Iteration 13Q (110639.310000 sec): 3 clusters
  Score: Raw -339555.833401 + Penalty 2616.685803 = -336939.147597
  nChanged 23
		SP:Iteration 14Q (110639.370000 sec): 3 clusters
  Score: Raw -339568.678598 + Penalty 2616.685803 = -336951.992795
  nChanged 14
		SP:Iteration 15Q (110639.430000 sec): 3 clusters
  Score: Raw -339576.610342 + Penalty 2616.685803 = -336959.924539
  nChanged 17
		SP:Iteration 16Q (110639.490000 sec): 3 clusters
  Score: Raw -339586.116672 + Penalty 2616.685803 = -336969.430868
  nChanged 9
		SP:Iteration 17Q (110639.550000 sec): 3 clusters
  Score: Raw -339591.392852 + Penalty 2616.685803 = -336974.707048
  nChanged 9
		SP:Iteration 18Q (110639.610000 sec): 3 clusters
  Score: Raw -339596.281083 + Penalty 2616.685803 = -336979.595280
  nChanged 10
		SP:Iteration 19Q (110639.670000 sec): 3 clusters
  Score: Raw -339601.939254 + Penalty 2616.685803 = -336985.253450
  nChanged 7
		SP:Iteration 20F (110639.730000 sec): 3 clusters
  Score: Raw -339605.539316 + Penalty 2616.685803 = -336988.853512
  nChanged 8
		SP:Iteration 21Q (110639.790000 sec): 3 clusters
  Score: Raw -339609.732519 + Penalty 2616.685803 = -336993.046715
  nChanged 6
		SP:Iteration 22Q (110639.850000 sec): 3 clusters
  Score: Raw -339612.596620 + Penalty 2616.685803 = -336995.910817
  nChanged 6
		SP:Iteration 23Q (110639.910000 sec): 3 clusters
  Score: Raw -339617.019033 + Penalty 2616.685803 = -337000.333230
  nChanged 6
		SP:Iteration 24Q (110639.970000 sec): 3 clusters
  Score: Raw -339620.656691 + Penalty 2616.685803 = -337003.970888
  nChanged 6
		SP:Iteration 25Q (110640.030000 sec): 3 clusters
  Score: Raw -339623.119571 + Penalty 2616.685803 = -337006.433767
  nChanged 4
		SP:Iteration 26Q (110640.090000 sec): 3 clusters
  Score: Raw -339624.941247 + Penalty 2616.685803 = -337008.255444
  nChanged 3
		SP:Iteration 27Q (110640.150000 sec): 3 clusters
  Score: Raw -339627.152818 + Penalty 2616.685803 = -337010.467015
  nChanged 5
		SP:Iteration 28Q (110640.210000 sec): 3 clusters
  Score: Raw -339629.968414 + Penalty 2616.685803 = -337013.282611
  nChanged 3
		SP:Iteration 29Q (110640.270000 sec): 3 clusters
  Score: Raw -339630.927950 + Penalty 2616.685803 = -337014.242147
  nChanged 0
		SP:Iteration 30F (110640.330000 sec): 3 clusters
  Score: Raw -339630.927950 + Penalty 2616.685803 = -337014.242147
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110640.390000 sec): 2 clusters
  Score: Raw -175557.730346 + Penalty 1207.104144 = -174350.626201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110640.430000 sec): 3 clusters
  Score: Raw -174863.578131 + Penalty 2414.208288 = -172449.369843
  nChanged 562
		SP:Iteration 1F (110640.460000 sec): 3 clusters
  Score: Raw -175228.993092 + Penalty 2414.208288 = -172814.784804
  nChanged 109
		SP:Iteration 2F (110640.490000 sec): 3 clusters
  Score: Raw -175314.328568 + Penalty 2414.208288 = -172900.120280
  nChanged 66
		SP:Iteration 3Q (110640.520000 sec): 3 clusters
  Score: Raw -175365.245100 + Penalty 2414.208288 = -172951.036812
  nChanged 56
		SP:Iteration 4Q (110640.560000 sec): 3 clusters
  Score: Raw -175403.317543 + Penalty 2414.208288 = -172989.109255
  nChanged 43
		SP:Iteration 5Q (110640.590000 sec): 3 clusters
  Score: Raw -175430.836330 + Penalty 2414.208288 = -173016.628042
  nChanged 21
		SP:Iteration 6Q (110640.620000 sec): 3 clusters
  Score: Raw -175441.981925 + Penalty 2414.208288 = -173027.773637
  nChanged 17
		SP:Iteration 7Q (110640.650000 sec): 3 clusters
  Score: Raw -175451.855649 + Penalty 2414.208288 = -173037.647361
  nChanged 13
		SP:Iteration 8Q (110640.690000 sec): 3 clusters
  Score: Raw -175460.293289 + Penalty 2414.208288 = -173046.085001
  nChanged 10
		SP:Iteration 9Q (110640.720000 sec): 3 clusters
  Score: Raw -175466.278316 + Penalty 2414.208288 = -173052.070028
  nChanged 8
		SP:Iteration 10Q (110640.750000 sec): 3 clusters
  Score: Raw -175470.540337 + Penalty 2414.208288 = -173056.332049
  nChanged 6
		SP:Iteration 11Q (110640.790000 sec): 3 clusters
  Score: Raw -175473.419714 + Penalty 2414.208288 = -173059.211426
  nChanged 6
		SP:Iteration 12Q (110640.820000 sec): 3 clusters
  Score: Raw -175475.879909 + Penalty 2414.208288 = -173061.671621
  nChanged 5
		SP:Iteration 13Q (110640.850000 sec): 3 clusters
  Score: Raw -175479.323850 + Penalty 2414.208288 = -173065.115562
  nChanged 6
		SP:Iteration 14Q (110640.890000 sec): 3 clusters
  Score: Raw -175481.655567 + Penalty 2414.208288 = -173067.447279
  nChanged 5
		SP:Iteration 15Q (110640.920000 sec): 3 clusters
  Score: Raw -175484.688826 + Penalty 2414.208288 = -173070.480538
  nChanged 4
		SP:Iteration 16Q (110640.950000 sec): 3 clusters
  Score: Raw -175486.486638 + Penalty 2414.208288 = -173072.278350
  nChanged 4
		SP:Iteration 17Q (110640.990000 sec): 3 clusters
  Score: Raw -175489.511025 + Penalty 2414.208288 = -173075.302737
  nChanged 9
		SP:Iteration 18Q (110641.020000 sec): 3 clusters
  Score: Raw -175494.958715 + Penalty 2414.208288 = -173080.750427
  nChanged 9
		SP:Iteration 19Q (110641.050000 sec): 3 clusters
  Score: Raw -175500.740667 + Penalty 2414.208288 = -173086.532379
  nChanged 7
		SP:Iteration 20F (110641.090000 sec): 3 clusters
  Score: Raw -175503.733832 + Penalty 2414.208288 = -173089.525544
  nChanged 3
		SP:Iteration 21Q (110641.120000 sec): 3 clusters
  Score: Raw -175505.523938 + Penalty 2414.208288 = -173091.315650
  nChanged 3
		SP:Iteration 22Q (110641.150000 sec): 3 clusters
  Score: Raw -175507.155490 + Penalty 2414.208288 = -173092.947202
  nChanged 4
		SP:Iteration 23Q (110641.190000 sec): 3 clusters
  Score: Raw -175509.662592 + Penalty 2414.208288 = -173095.454304
  nChanged 3
		SP:Iteration 24Q (110641.220000 sec): 3 clusters
  Score: Raw -175510.442570 + Penalty 2414.208288 = -173096.234282
  nChanged 1
		SP:Iteration 25Q (110641.250000 sec): 3 clusters
  Score: Raw -175511.247226 + Penalty 2414.208288 = -173097.038938
  nChanged 3
		SP:Iteration 26Q (110641.290000 sec): 3 clusters
  Score: Raw -175512.779954 + Penalty 2414.208288 = -173098.571666
  nChanged 3
		SP:Iteration 27Q (110641.320000 sec): 3 clusters
  Score: Raw -175514.541177 + Penalty 2414.208288 = -173100.332889
  nChanged 1
		SP:Iteration 28Q (110641.350000 sec): 3 clusters
  Score: Raw -175514.861069 + Penalty 2414.208288 = -173100.652781
  nChanged 1
		SP:Iteration 29Q (110641.390000 sec): 3 clusters
  Score: Raw -175515.010609 + Penalty 2414.208288 = -173100.802321
  nChanged 2
		SP:Iteration 30Q (110641.420000 sec): 3 clusters
  Score: Raw -175516.643705 + Penalty 2414.208288 = -173102.435417
  nChanged 1
		SP:Iteration 31Q (110641.450000 sec): 3 clusters
  Score: Raw -175517.006164 + Penalty 2414.208288 = -173102.797876
  nChanged 2
		SP:Iteration 32Q (110641.490000 sec): 3 clusters
  Score: Raw -175518.172878 + Penalty 2414.208288 = -173103.964590
  nChanged 1
		SP:Iteration 33Q (110641.520000 sec): 3 clusters
  Score: Raw -175518.307071 + Penalty 2414.208288 = -173104.098783
  nChanged 0
		SP:Iteration 34F (110641.550000 sec): 3 clusters
  Score: Raw -175518.307071 + Penalty 2414.208288 = -173104.098783
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110641.630000 sec): 2 clusters
  Score: Raw -302217.814856 + Penalty 1290.402711 = -300927.412144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110641.690000 sec): 3 clusters
  Score: Raw -300900.270658 + Penalty 2580.805423 = -298319.465236
  nChanged 1062
		SP:Iteration 1F (110641.750000 sec): 3 clusters
  Score: Raw -301510.053577 + Penalty 2580.805423 = -298929.248154
  nChanged 216
		SP:Iteration 2F (110641.800000 sec): 3 clusters
  Score: Raw -301643.028439 + Penalty 2580.805423 = -299062.223016
  nChanged 129
		SP:Iteration 3Q (110641.860000 sec): 3 clusters
  Score: Raw -301719.873762 + Penalty 2580.805423 = -299139.068339
  nChanged 99
		SP:Iteration 4Q (110641.910000 sec): 3 clusters
  Score: Raw -301776.861536 + Penalty 2580.805423 = -299196.056113
  nChanged 72
		SP:Iteration 5Q (110641.970000 sec): 3 clusters
  Score: Raw -301813.355639 + Penalty 2580.805423 = -299232.550216
  nChanged 48
		SP:Iteration 6Q (110642.030000 sec): 3 clusters
  Score: Raw -301837.362162 + Penalty 2580.805423 = -299256.556739
  nChanged 39
		SP:Iteration 7Q (110642.080000 sec): 3 clusters
  Score: Raw -301857.403236 + Penalty 2580.805423 = -299276.597813
  nChanged 43
		SP:Iteration 8Q (110642.140000 sec): 3 clusters
  Score: Raw -301877.359446 + Penalty 2580.805423 = -299296.554023
  nChanged 33
		SP:Iteration 9Q (110642.190000 sec): 3 clusters
  Score: Raw -301892.182222 + Penalty 2580.805423 = -299311.376799
  nChanged 32
		SP:Iteration 10Q (110642.250000 sec): 3 clusters
  Score: Raw -301909.712275 + Penalty 2580.805423 = -299328.906852
  nChanged 33
		SP:Iteration 11Q (110642.310000 sec): 3 clusters
  Score: Raw -301925.447310 + Penalty 2580.805423 = -299344.641888
  nChanged 40
		SP:Iteration 12Q (110642.370000 sec): 3 clusters
  Score: Raw -301944.221786 + Penalty 2580.805423 = -299363.416363
  nChanged 37
		SP:Iteration 13Q (110642.420000 sec): 3 clusters
  Score: Raw -301959.236229 + Penalty 2580.805423 = -299378.430807
  nChanged 36
		SP:Iteration 14Q (110642.480000 sec): 3 clusters
  Score: Raw -301973.710219 + Penalty 2580.805423 = -299392.904796
  nChanged 23
		SP:Iteration 15Q (110642.530000 sec): 3 clusters
  Score: Raw -301981.916493 + Penalty 2580.805423 = -299401.111070
  nChanged 26
		SP:Iteration 16Q (110642.590000 sec): 3 clusters
  Score: Raw -301993.132596 + Penalty 2580.805423 = -299412.327174
  nChanged 27
		SP:Iteration 17Q (110642.640000 sec): 3 clusters
  Score: Raw -302003.313579 + Penalty 2580.805423 = -299422.508157
  nChanged 21
		SP:Iteration 18Q (110642.700000 sec): 3 clusters
  Score: Raw -302009.402796 + Penalty 2580.805423 = -299428.597374
  nChanged 13
		SP:Iteration 19Q (110642.750000 sec): 3 clusters
  Score: Raw -302013.017480 + Penalty 2580.805423 = -299432.212057
  nChanged 16
		SP:Iteration 20F (110642.810000 sec): 3 clusters
  Score: Raw -302016.925079 + Penalty 2580.805423 = -299436.119656
  nChanged 11
		SP:Iteration 21Q (110642.870000 sec): 3 clusters
  Score: Raw -302019.953037 + Penalty 2580.805423 = -299439.147614
  nChanged 10
		SP:Iteration 22Q (110642.920000 sec): 3 clusters
  Score: Raw -302022.825243 + Penalty 2580.805423 = -299442.019820
  nChanged 7
		SP:Iteration 23Q (110642.970000 sec): 3 clusters
  Score: Raw -302024.294792 + Penalty 2580.805423 = -299443.489369
  nChanged 5
		SP:Iteration 24Q (110643.030000 sec): 3 clusters
  Score: Raw -302025.695232 + Penalty 2580.805423 = -299444.889809
  nChanged 4
		SP:Iteration 25Q (110643.090000 sec): 3 clusters
  Score: Raw -302026.742054 + Penalty 2580.805423 = -299445.936632
  nChanged 3
		SP:Iteration 26Q (110643.140000 sec): 3 clusters
  Score: Raw -302027.497697 + Penalty 2580.805423 = -299446.692274
  nChanged 6
		SP:Iteration 27Q (110643.200000 sec): 3 clusters
  Score: Raw -302029.524892 + Penalty 2580.805423 = -299448.719469
  nChanged 3
		SP:Iteration 28Q (110643.250000 sec): 3 clusters
  Score: Raw -302030.027140 + Penalty 2580.805423 = -299449.221717
  nChanged 6
		SP:Iteration 29Q (110643.310000 sec): 3 clusters
  Score: Raw -302031.408853 + Penalty 2580.805423 = -299450.603431
  nChanged 2
		SP:Iteration 30Q (110643.370000 sec): 3 clusters
  Score: Raw -302031.911392 + Penalty 2580.805423 = -299451.105970
  nChanged 3
		SP:Iteration 31Q (110643.420000 sec): 3 clusters
  Score: Raw -302032.541526 + Penalty 2580.805423 = -299451.736103
  nChanged 4
		SP:Iteration 32Q (110643.480000 sec): 3 clusters
  Score: Raw -302033.570731 + Penalty 2580.805423 = -299452.765309
  nChanged 5
		SP:Iteration 33Q (110643.530000 sec): 3 clusters
  Score: Raw -302035.111216 + Penalty 2580.805423 = -299454.305794
  nChanged 4
		SP:Iteration 34Q (110643.590000 sec): 3 clusters
  Score: Raw -302035.839423 + Penalty 2580.805423 = -299455.034000
  nChanged 2
		SP:Iteration 35Q (110643.650000 sec): 3 clusters
  Score: Raw -302036.237095 + Penalty 2580.805423 = -299455.431672
  nChanged 5
		SP:Iteration 36Q (110643.700000 sec): 3 clusters
  Score: Raw -302037.677285 + Penalty 2580.805423 = -299456.871863
  nChanged 4
		SP:Iteration 37Q (110643.760000 sec): 3 clusters
  Score: Raw -302038.400437 + Penalty 2580.805423 = -299457.595015
  nChanged 2
		SP:Iteration 38Q (110643.810000 sec): 3 clusters
  Score: Raw -302039.117756 + Penalty 2580.805423 = -299458.312333
  nChanged 4
		SP:Iteration 39Q (110643.870000 sec): 3 clusters
  Score: Raw -302040.111493 + Penalty 2580.805423 = -299459.306070
  nChanged 7
		SP:Iteration 40F (110643.930000 sec): 3 clusters
  Score: Raw -302041.967197 + Penalty 2580.805423 = -299461.161774
  nChanged 3
		SP:Iteration 41Q (110643.980000 sec): 3 clusters
  Score: Raw -302042.925746 + Penalty 2580.805423 = -299462.120323
  nChanged 2
		SP:Iteration 42Q (110644.040000 sec): 3 clusters
  Score: Raw -302043.281363 + Penalty 2580.805423 = -299462.475940
  nChanged 1
		SP:Iteration 43Q (110644.090000 sec): 3 clusters
  Score: Raw -302043.379645 + Penalty 2580.805423 = -299462.574222
  nChanged 1
		SP:Iteration 44Q (110644.150000 sec): 3 clusters
  Score: Raw -302043.549585 + Penalty 2580.805423 = -299462.744162
  nChanged 3
		SP:Iteration 45Q (110644.210000 sec): 3 clusters
  Score: Raw -302044.407688 + Penalty 2580.805423 = -299463.602266
  nChanged 4
		SP:Iteration 46Q (110644.260000 sec): 3 clusters
  Score: Raw -302045.262229 + Penalty 2580.805423 = -299464.456806
  nChanged 4
		SP:Iteration 47Q (110644.320000 sec): 3 clusters
  Score: Raw -302046.417324 + Penalty 2580.805423 = -299465.611902
  nChanged 2
		SP:Iteration 48Q (110644.370000 sec): 3 clusters
  Score: Raw -302046.611410 + Penalty 2580.805423 = -299465.805987
  nChanged 0
		SP:Iteration 49F (110644.430000 sec): 3 clusters
  Score: Raw -302046.611410 + Penalty 2580.805423 = -299465.805987
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (3193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110644.500000 sec): 2 clusters
  Score: Raw -301078.836007 + Penalty 1311.166381 = -299767.669626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110644.570000 sec): 3 clusters
  Score: Raw -299556.320280 + Penalty 2622.332763 = -296933.987518
  nChanged 1241
		SP:Iteration 1F (110644.630000 sec): 3 clusters
  Score: Raw -300264.334294 + Penalty 2622.332763 = -297642.001531
  nChanged 260
		SP:Iteration 2F (110644.690000 sec): 3 clusters
  Score: Raw -300467.690457 + Penalty 2622.332763 = -297845.357694
  nChanged 195
		SP:Iteration 3F (110644.750000 sec): 3 clusters
  Score: Raw -300612.294006 + Penalty 2622.332763 = -297989.961244
  nChanged 159
		SP:Iteration 4Q (110644.820000 sec): 3 clusters
  Score: Raw -300738.806910 + Penalty 2622.332763 = -298116.474147
  nChanged 152
		SP:Iteration 5Q (110644.880000 sec): 3 clusters
  Score: Raw -300879.012270 + Penalty 2622.332763 = -298256.679507
  nChanged 132
		SP:Iteration 6Q (110644.940000 sec): 3 clusters
  Score: Raw -300990.938125 + Penalty 2622.332763 = -298368.605362
  nChanged 109
		SP:Iteration 7Q (110645.000000 sec): 3 clusters
  Score: Raw -301086.270364 + Penalty 2622.332763 = -298463.937601
  nChanged 98
		SP:Iteration 8Q (110645.060000 sec): 3 clusters
  Score: Raw -301170.141440 + Penalty 2622.332763 = -298547.808677
  nChanged 89
		SP:Iteration 9Q (110645.120000 sec): 3 clusters
  Score: Raw -301249.799858 + Penalty 2622.332763 = -298627.467096
  nChanged 91
		SP:Iteration 10Q (110645.180000 sec): 3 clusters
  Score: Raw -301328.001185 + Penalty 2622.332763 = -298705.668422
  nChanged 78
		SP:Iteration 11Q (110645.240000 sec): 3 clusters
  Score: Raw -301378.512182 + Penalty 2622.332763 = -298756.179419
  nChanged 62
		SP:Iteration 12Q (110645.300000 sec): 3 clusters
  Score: Raw -301411.218891 + Penalty 2622.332763 = -298788.886128
  nChanged 50
		SP:Iteration 13Q (110645.360000 sec): 3 clusters
  Score: Raw -301443.311157 + Penalty 2622.332763 = -298820.978395
  nChanged 45
		SP:Iteration 14Q (110645.420000 sec): 3 clusters
  Score: Raw -301480.014991 + Penalty 2622.332763 = -298857.682229
  nChanged 36
		SP:Iteration 15Q (110645.480000 sec): 3 clusters
  Score: Raw -301503.640915 + Penalty 2622.332763 = -298881.308153
  nChanged 35
		SP:Iteration 16Q (110645.540000 sec): 3 clusters
  Score: Raw -301528.147510 + Penalty 2622.332763 = -298905.814747
  nChanged 25
		SP:Iteration 17Q (110645.600000 sec): 3 clusters
  Score: Raw -301541.624080 + Penalty 2622.332763 = -298919.291318
  nChanged 27
		SP:Iteration 18Q (110645.660000 sec): 3 clusters
  Score: Raw -301559.950990 + Penalty 2622.332763 = -298937.618228
  nChanged 24
		SP:Iteration 19Q (110645.720000 sec): 3 clusters
  Score: Raw -301578.784851 + Penalty 2622.332763 = -298956.452089
  nChanged 22
		SP:Iteration 20F (110645.780000 sec): 3 clusters
  Score: Raw -301593.714406 + Penalty 2622.332763 = -298971.381643
  nChanged 16
		SP:Iteration 21Q (110645.840000 sec): 3 clusters
  Score: Raw -301602.221421 + Penalty 2622.332763 = -298979.888658
  nChanged 13
		SP:Iteration 22Q (110645.900000 sec): 3 clusters
  Score: Raw -301609.589891 + Penalty 2622.332763 = -298987.257128
  nChanged 13
		SP:Iteration 23Q (110645.960000 sec): 3 clusters
  Score: Raw -301616.035270 + Penalty 2622.332763 = -298993.702508
  nChanged 8
		SP:Iteration 24Q (110646.020000 sec): 3 clusters
  Score: Raw -301620.700597 + Penalty 2622.332763 = -298998.367835
  nChanged 12
		SP:Iteration 25Q (110646.080000 sec): 3 clusters
  Score: Raw -301625.559471 + Penalty 2622.332763 = -299003.226709
  nChanged 7
		SP:Iteration 26Q (110646.140000 sec): 3 clusters
  Score: Raw -301631.189779 + Penalty 2622.332763 = -299008.857016
  nChanged 8
		SP:Iteration 27Q (110646.200000 sec): 3 clusters
  Score: Raw -301635.555238 + Penalty 2622.332763 = -299013.222475
  nChanged 7
		SP:Iteration 28Q (110646.260000 sec): 3 clusters
  Score: Raw -301638.531952 + Penalty 2622.332763 = -299016.199190
  nChanged 6
		SP:Iteration 29Q (110646.320000 sec): 3 clusters
  Score: Raw -301640.928355 + Penalty 2622.332763 = -299018.595592
  nChanged 4
		SP:Iteration 30Q (110646.380000 sec): 3 clusters
  Score: Raw -301643.775756 + Penalty 2622.332763 = -299021.442994
  nChanged 5
		SP:Iteration 31Q (110646.440000 sec): 3 clusters
  Score: Raw -301646.370319 + Penalty 2622.332763 = -299024.037556
  nChanged 9
		SP:Iteration 32Q (110646.490000 sec): 3 clusters
  Score: Raw -301651.343209 + Penalty 2622.332763 = -299029.010446
  nChanged 8
		SP:Iteration 33Q (110646.550000 sec): 3 clusters
  Score: Raw -301654.242127 + Penalty 2622.332763 = -299031.909364
  nChanged 7
		SP:Iteration 34Q (110646.610000 sec): 3 clusters
  Score: Raw -301657.597026 + Penalty 2622.332763 = -299035.264264
  nChanged 6
		SP:Iteration 35Q (110646.670000 sec): 3 clusters
  Score: Raw -301659.320013 + Penalty 2622.332763 = -299036.987250
  nChanged 3
		SP:Iteration 36Q (110646.730000 sec): 3 clusters
  Score: Raw -301660.161235 + Penalty 2622.332763 = -299037.828472
  nChanged 3
		SP:Iteration 37Q (110646.790000 sec): 3 clusters
  Score: Raw -301662.168743 + Penalty 2622.332763 = -299039.835981
  nChanged 3
		SP:Iteration 38Q (110646.840000 sec): 3 clusters
  Score: Raw -301663.260487 + Penalty 2622.332763 = -299040.927725
  nChanged 0
		SP:Iteration 39F (110646.900000 sec): 3 clusters
  Score: Raw -301663.260487 + Penalty 2622.332763 = -299040.927725
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110646.970000 sec): 2 clusters
  Score: Raw -281326.634083 + Penalty 1285.470974 = -280041.163109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110647.030000 sec): 3 clusters
  Score: Raw -280078.919347 + Penalty 2570.941949 = -277507.977398
  nChanged 984
		SP:Iteration 1F (110647.090000 sec): 3 clusters
  Score: Raw -280653.826687 + Penalty 2570.941949 = -278082.884738
  nChanged 206
		SP:Iteration 2F (110647.140000 sec): 3 clusters
  Score: Raw -280779.464018 + Penalty 2570.941949 = -278208.522069
  nChanged 120
		SP:Iteration 3Q (110647.200000 sec): 3 clusters
  Score: Raw -280844.173962 + Penalty 2570.941949 = -278273.232013
  nChanged 82
		SP:Iteration 4Q (110647.250000 sec): 3 clusters
  Score: Raw -280892.161892 + Penalty 2570.941949 = -278321.219943
  nChanged 75
		SP:Iteration 5Q (110647.310000 sec): 3 clusters
  Score: Raw -280925.878077 + Penalty 2570.941949 = -278354.936128
  nChanged 55
		SP:Iteration 6Q (110647.360000 sec): 3 clusters
  Score: Raw -280952.940182 + Penalty 2570.941949 = -278381.998233
  nChanged 53
		SP:Iteration 7Q (110647.420000 sec): 3 clusters
  Score: Raw -280974.250341 + Penalty 2570.941949 = -278403.308392
  nChanged 45
		SP:Iteration 8Q (110647.470000 sec): 3 clusters
  Score: Raw -280993.206483 + Penalty 2570.941949 = -278422.264534
  nChanged 32
		SP:Iteration 9Q (110647.530000 sec): 3 clusters
  Score: Raw -281010.056204 + Penalty 2570.941949 = -278439.114255
  nChanged 31
		SP:Iteration 10Q (110647.580000 sec): 3 clusters
  Score: Raw -281025.361012 + Penalty 2570.941949 = -278454.419063
  nChanged 32
		SP:Iteration 11Q (110647.640000 sec): 3 clusters
  Score: Raw -281039.337230 + Penalty 2570.941949 = -278468.395281
  nChanged 30
		SP:Iteration 12Q (110647.690000 sec): 3 clusters
  Score: Raw -281051.956526 + Penalty 2570.941949 = -278481.014577
  nChanged 28
		SP:Iteration 13Q (110647.740000 sec): 3 clusters
  Score: Raw -281062.087345 + Penalty 2570.941949 = -278491.145396
  nChanged 29
		SP:Iteration 14Q (110647.800000 sec): 3 clusters
  Score: Raw -281070.858854 + Penalty 2570.941949 = -278499.916905
  nChanged 24
		SP:Iteration 15Q (110647.860000 sec): 3 clusters
  Score: Raw -281081.410845 + Penalty 2570.941949 = -278510.468896
  nChanged 30
		SP:Iteration 16Q (110647.910000 sec): 3 clusters
  Score: Raw -281096.337703 + Penalty 2570.941949 = -278525.395754
  nChanged 28
		SP:Iteration 17Q (110647.960000 sec): 3 clusters
  Score: Raw -281108.676885 + Penalty 2570.941949 = -278537.734936
  nChanged 30
		SP:Iteration 18Q (110648.020000 sec): 3 clusters
  Score: Raw -281122.380889 + Penalty 2570.941949 = -278551.438940
  nChanged 32
		SP:Iteration 19Q (110648.070000 sec): 3 clusters
  Score: Raw -281137.592808 + Penalty 2570.941949 = -278566.650859
  nChanged 28
		SP:Iteration 20F (110648.130000 sec): 3 clusters
  Score: Raw -281155.214735 + Penalty 2570.941949 = -278584.272786
  nChanged 34
		SP:Iteration 21Q (110648.180000 sec): 3 clusters
  Score: Raw -281172.589243 + Penalty 2570.941949 = -278601.647294
  nChanged 33
		SP:Iteration 22Q (110648.240000 sec): 3 clusters
  Score: Raw -281188.360036 + Penalty 2570.941949 = -278617.418087
  nChanged 30
		SP:Iteration 23Q (110648.290000 sec): 3 clusters
  Score: Raw -281204.142431 + Penalty 2570.941949 = -278633.200482
  nChanged 36
		SP:Iteration 24Q (110648.340000 sec): 3 clusters
  Score: Raw -281229.313874 + Penalty 2570.941949 = -278658.371925
  nChanged 32
		SP:Iteration 25Q (110648.400000 sec): 3 clusters
  Score: Raw -281248.806090 + Penalty 2570.941949 = -278677.864141
  nChanged 31
		SP:Iteration 26Q (110648.450000 sec): 3 clusters
  Score: Raw -281269.212618 + Penalty 2570.941949 = -278698.270669
  nChanged 27
		SP:Iteration 27Q (110648.510000 sec): 3 clusters
  Score: Raw -281287.053125 + Penalty 2570.941949 = -278716.111176
  nChanged 27
		SP:Iteration 28Q (110648.560000 sec): 3 clusters
  Score: Raw -281303.606793 + Penalty 2570.941949 = -278732.664844
  nChanged 18
		SP:Iteration 29Q (110648.610000 sec): 3 clusters
  Score: Raw -281313.509451 + Penalty 2570.941949 = -278742.567502
  nChanged 21
		SP:Iteration 30Q (110648.670000 sec): 3 clusters
  Score: Raw -281325.700734 + Penalty 2570.941949 = -278754.758785
  nChanged 14
		SP:Iteration 31Q (110648.720000 sec): 3 clusters
  Score: Raw -281334.588771 + Penalty 2570.941949 = -278763.646822
  nChanged 12
		SP:Iteration 32Q (110648.780000 sec): 3 clusters
  Score: Raw -281343.896093 + Penalty 2570.941949 = -278772.954144
  nChanged 14
		SP:Iteration 33Q (110648.830000 sec): 3 clusters
  Score: Raw -281357.552980 + Penalty 2570.941949 = -278786.611031
  nChanged 13
		SP:Iteration 34Q (110648.880000 sec): 3 clusters
  Score: Raw -281364.788187 + Penalty 2570.941949 = -278793.846238
  nChanged 11
		SP:Iteration 35Q (110648.940000 sec): 3 clusters
  Score: Raw -281372.414826 + Penalty 2570.941949 = -278801.472877
  nChanged 12
		SP:Iteration 36Q (110648.990000 sec): 3 clusters
  Score: Raw -281379.279761 + Penalty 2570.941949 = -278808.337812
  nChanged 14
		SP:Iteration 37Q (110649.040000 sec): 3 clusters
  Score: Raw -281388.010745 + Penalty 2570.941949 = -278817.068796
  nChanged 19
		SP:Iteration 38Q (110649.090000 sec): 3 clusters
  Score: Raw -281401.744597 + Penalty 2570.941949 = -278830.802648
  nChanged 9
		SP:Iteration 39Q (110649.150000 sec): 3 clusters
  Score: Raw -281407.741203 + Penalty 2570.941949 = -278836.799254
  nChanged 13
		SP:Iteration 40F (110649.200000 sec): 3 clusters
  Score: Raw -281417.922961 + Penalty 2570.941949 = -278846.981013
  nChanged 13
		SP:Iteration 41Q (110649.250000 sec): 3 clusters
  Score: Raw -281426.906535 + Penalty 2570.941949 = -278855.964586
  nChanged 12
		SP:Iteration 42Q (110649.300000 sec): 3 clusters
  Score: Raw -281434.590746 + Penalty 2570.941949 = -278863.648797
  nChanged 7
		SP:Iteration 43Q (110649.360000 sec): 3 clusters
  Score: Raw -281439.177532 + Penalty 2570.941949 = -278868.235583
  nChanged 4
		SP:Iteration 44Q (110649.410000 sec): 3 clusters
  Score: Raw -281440.884630 + Penalty 2570.941949 = -278869.942681
  nChanged 2
		SP:Iteration 45Q (110649.460000 sec): 3 clusters
  Score: Raw -281441.651818 + Penalty 2570.941949 = -278870.709869
  nChanged 2
		SP:Iteration 46Q (110649.510000 sec): 3 clusters
  Score: Raw -281442.795289 + Penalty 2570.941949 = -278871.853340
  nChanged 2
		SP:Iteration 47Q (110649.560000 sec): 3 clusters
  Score: Raw -281443.662226 + Penalty 2570.941949 = -278872.720277
  nChanged 1
		SP:Iteration 48Q (110649.620000 sec): 3 clusters
  Score: Raw -281444.229685 + Penalty 2570.941949 = -278873.287736
  nChanged 1
		SP:Iteration 49Q (110649.670000 sec): 3 clusters
  Score: Raw -281445.094101 + Penalty 2570.941949 = -278874.152152
  nChanged 1
		SP:Iteration 50Q (110649.720000 sec): 3 clusters
  Score: Raw -281445.265777 + Penalty 2570.941949 = -278874.323828
  nChanged 1
		SP:Iteration 51Q (110649.770000 sec): 3 clusters
  Score: Raw -281445.865238 + Penalty 2570.941949 = -278874.923289
  nChanged 2
		SP:Iteration 52Q (110649.820000 sec): 3 clusters
  Score: Raw -281446.643362 + Penalty 2570.941949 = -278875.701413
  nChanged 1
		SP:Iteration 53Q (110649.880000 sec): 3 clusters
  Score: Raw -281446.828013 + Penalty 2570.941949 = -278875.886064
  nChanged 0
		SP:Iteration 54F (110649.930000 sec): 3 clusters
  Score: Raw -281446.828013 + Penalty 2570.941949 = -278875.886064
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (8103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110650.040000 sec): 2 clusters
  Score: Raw -861028.623482 + Penalty 1462.498317 = -859566.125165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110650.210000 sec): 3 clusters
  Score: Raw -856519.794355 + Penalty 2924.996634 = -853594.797721
  nChanged 3430
		SP:Iteration 1F (110650.360000 sec): 3 clusters
  Score: Raw -858298.233960 + Penalty 2924.996634 = -855373.237326
  nChanged 467
		SP:Iteration 2F (110650.510000 sec): 3 clusters
  Score: Raw -858503.579713 + Penalty 2924.996634 = -855578.583079
  nChanged 410
		SP:Iteration 3F (110650.660000 sec): 3 clusters
  Score: Raw -858674.873769 + Penalty 2924.996634 = -855749.877135
  nChanged 306
		SP:Iteration 4Q (110650.790000 sec): 3 clusters
  Score: Raw -858795.467457 + Penalty 2924.996634 = -855870.470823
  nChanged 291
		SP:Iteration 5Q (110650.940000 sec): 3 clusters
  Score: Raw -858900.940226 + Penalty 2924.996634 = -855975.943592
  nChanged 253
		SP:Iteration 6Q (110651.100000 sec): 3 clusters
  Score: Raw -858990.295041 + Penalty 2924.996634 = -856065.298408
  nChanged 220
		SP:Iteration 7Q (110651.250000 sec): 3 clusters
  Score: Raw -859069.254607 + Penalty 2924.996634 = -856144.257974
  nChanged 194
		SP:Iteration 8Q (110651.400000 sec): 3 clusters
  Score: Raw -859132.288510 + Penalty 2924.996634 = -856207.291876
  nChanged 153
		SP:Iteration 9Q (110651.540000 sec): 3 clusters
  Score: Raw -859181.122519 + Penalty 2924.996634 = -856256.125885
  nChanged 159
		SP:Iteration 10Q (110651.680000 sec): 3 clusters
  Score: Raw -859241.042070 + Penalty 2924.996634 = -856316.045436
  nChanged 185
		SP:Iteration 11Q (110651.830000 sec): 3 clusters
  Score: Raw -859311.390746 + Penalty 2924.996634 = -856386.394112
  nChanged 191
		SP:Iteration 12Q (110651.980000 sec): 3 clusters
  Score: Raw -859393.724341 + Penalty 2924.996634 = -856468.727707
  nChanged 210
		SP:Iteration 13Q (110652.130000 sec): 3 clusters
  Score: Raw -859486.345171 + Penalty 2924.996634 = -856561.348537
  nChanged 215
		SP:Iteration 14Q (110652.270000 sec): 3 clusters
  Score: Raw -859585.639147 + Penalty 2924.996634 = -856660.642514
  nChanged 225
		SP:Iteration 15Q (110652.410000 sec): 3 clusters
  Score: Raw -859688.266755 + Penalty 2924.996634 = -856763.270121
  nChanged 243
		SP:Iteration 16Q (110652.560000 sec): 3 clusters
  Score: Raw -859810.351307 + Penalty 2924.996634 = -856885.354673
  nChanged 245
		SP:Iteration 17Q (110652.710000 sec): 3 clusters
  Score: Raw -859938.187331 + Penalty 2924.996634 = -857013.190697
  nChanged 249
		SP:Iteration 18Q (110652.860000 sec): 3 clusters
  Score: Raw -860080.802643 + Penalty 2924.996634 = -857155.806009
  nChanged 259
		SP:Iteration 19Q (110653.010000 sec): 3 clusters
  Score: Raw -860236.216811 + Penalty 2924.996634 = -857311.220177
  nChanged 248
		SP:Iteration 20F (110653.150000 sec): 3 clusters
  Score: Raw -860414.122371 + Penalty 2924.996634 = -857489.125737
  nChanged 230
		SP:Iteration 21Q (110653.280000 sec): 3 clusters
  Score: Raw -860571.323983 + Penalty 2924.996634 = -857646.327349
  nChanged 196
		SP:Iteration 22Q (110653.410000 sec): 3 clusters
  Score: Raw -860720.320557 + Penalty 2924.996634 = -857795.323923
  nChanged 161
		SP:Iteration 23Q (110653.550000 sec): 3 clusters
  Score: Raw -860842.529324 + Penalty 2924.996634 = -857917.532691
  nChanged 122
		SP:Iteration 24Q (110653.690000 sec): 3 clusters
  Score: Raw -860941.351060 + Penalty 2924.996634 = -858016.354426
  nChanged 84
		SP:Iteration 25Q (110653.820000 sec): 3 clusters
  Score: Raw -861011.054089 + Penalty 2924.996634 = -858086.057455
  nChanged 64
		SP:Iteration 26Q (110653.950000 sec): 3 clusters
  Score: Raw -861058.288833 + Penalty 2924.996634 = -858133.292199
  nChanged 45
		SP:Iteration 27Q (110654.080000 sec): 3 clusters
  Score: Raw -861092.395134 + Penalty 2924.996634 = -858167.398500
  nChanged 34
		SP:Iteration 28Q (110654.210000 sec): 3 clusters
  Score: Raw -861114.066660 + Penalty 2924.996634 = -858189.070026
  nChanged 15
		SP:Iteration 29Q (110654.340000 sec): 3 clusters
  Score: Raw -861124.339651 + Penalty 2924.996634 = -858199.343017
  nChanged 17
		SP:Iteration 30Q (110654.470000 sec): 3 clusters
  Score: Raw -861137.097275 + Penalty 2924.996634 = -858212.100641
  nChanged 18
		SP:Iteration 31Q (110654.590000 sec): 3 clusters
  Score: Raw -861150.484258 + Penalty 2924.996634 = -858225.487624
  nChanged 6
		SP:Iteration 32Q (110654.720000 sec): 3 clusters
  Score: Raw -861155.038476 + Penalty 2924.996634 = -858230.041842
  nChanged 10
		SP:Iteration 33Q (110654.840000 sec): 3 clusters
  Score: Raw -861161.767449 + Penalty 2924.996634 = -858236.770816
  nChanged 9
		SP:Iteration 34Q (110654.960000 sec): 3 clusters
  Score: Raw -861166.646574 + Penalty 2924.996634 = -858241.649941
  nChanged 2
		SP:Iteration 35Q (110655.080000 sec): 3 clusters
  Score: Raw -861168.538356 + Penalty 2924.996634 = -858243.541722
  nChanged 3
		SP:Iteration 36Q (110655.210000 sec): 3 clusters
  Score: Raw -861172.440748 + Penalty 2924.996634 = -858247.444115
  nChanged 6
		SP:Iteration 37Q (110655.330000 sec): 3 clusters
  Score: Raw -861178.202226 + Penalty 2924.996634 = -858253.205592
  nChanged 6
		SP:Iteration 38Q (110655.470000 sec): 3 clusters
  Score: Raw -861184.294462 + Penalty 2924.996634 = -858259.297828
  nChanged 2
		SP:Iteration 39Q (110655.600000 sec): 3 clusters
  Score: Raw -861184.971933 + Penalty 2924.996634 = -858259.975299
  nChanged 2
		SP:Iteration 40F (110655.740000 sec): 3 clusters
  Score: Raw -861187.006906 + Penalty 2924.996634 = -858262.010272
  nChanged 2
		SP:Iteration 41Q (110655.870000 sec): 3 clusters
  Score: Raw -861187.562627 + Penalty 2924.996634 = -858262.565993
  nChanged 0
		SP:Iteration 42F (110656.010000 sec): 3 clusters
  Score: Raw -861187.562627 + Penalty 2924.996634 = -858262.565993
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110656.080000 sec): 2 clusters
  Score: Raw -136711.659896 + Penalty 1194.563212 = -135517.096684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110656.110000 sec): 3 clusters
  Score: Raw -136069.106282 + Penalty 2389.126424 = -133679.979859
  nChanged 538
		SP:Iteration 1F (110656.140000 sec): 3 clusters
  Score: Raw -136435.127825 + Penalty 2389.126424 = -134046.001402
  nChanged 127
		SP:Iteration 2F (110656.170000 sec): 3 clusters
  Score: Raw -136558.286870 + Penalty 2389.126424 = -134169.160447
  nChanged 97
		SP:Iteration 3F (110656.200000 sec): 3 clusters
  Score: Raw -136655.639434 + Penalty 2389.126424 = -134266.513010
  nChanged 72
		SP:Iteration 4Q (110656.240000 sec): 3 clusters
  Score: Raw -136715.751898 + Penalty 2389.126424 = -134326.625474
  nChanged 56
		SP:Iteration 5Q (110656.270000 sec): 3 clusters
  Score: Raw -136778.388887 + Penalty 2389.126424 = -134389.262463
  nChanged 55
		SP:Iteration 6Q (110656.300000 sec): 3 clusters
  Score: Raw -136834.036246 + Penalty 2389.126424 = -134444.909822
  nChanged 46
		SP:Iteration 7Q (110656.330000 sec): 3 clusters
  Score: Raw -136879.626820 + Penalty 2389.126424 = -134490.500396
  nChanged 40
		SP:Iteration 8Q (110656.360000 sec): 3 clusters
  Score: Raw -136917.723695 + Penalty 2389.126424 = -134528.597272
  nChanged 48
		SP:Iteration 9Q (110656.390000 sec): 3 clusters
  Score: Raw -136968.049781 + Penalty 2389.126424 = -134578.923358
  nChanged 35
		SP:Iteration 10Q (110656.420000 sec): 3 clusters
  Score: Raw -137004.057855 + Penalty 2389.126424 = -134614.931432
  nChanged 31
		SP:Iteration 11Q (110656.450000 sec): 3 clusters
  Score: Raw -137058.036289 + Penalty 2389.126424 = -134668.909866
  nChanged 44
		SP:Iteration 12Q (110656.480000 sec): 3 clusters
  Score: Raw -137123.009417 + Penalty 2389.126424 = -134733.882993
  nChanged 39
		SP:Iteration 13Q (110656.510000 sec): 3 clusters
  Score: Raw -137186.036867 + Penalty 2389.126424 = -134796.910444
  nChanged 38
		SP:Iteration 14Q (110656.540000 sec): 3 clusters
  Score: Raw -137238.455977 + Penalty 2389.126424 = -134849.329554
  nChanged 39
		SP:Iteration 15Q (110656.570000 sec): 3 clusters
  Score: Raw -137276.239009 + Penalty 2389.126424 = -134887.112585
  nChanged 29
		SP:Iteration 16Q (110656.600000 sec): 3 clusters
  Score: Raw -137300.850144 + Penalty 2389.126424 = -134911.723720
  nChanged 19
		SP:Iteration 17Q (110656.630000 sec): 3 clusters
  Score: Raw -137316.828768 + Penalty 2389.126424 = -134927.702344
  nChanged 16
		SP:Iteration 18Q (110656.660000 sec): 3 clusters
  Score: Raw -137328.112807 + Penalty 2389.126424 = -134938.986383
  nChanged 11
		SP:Iteration 19Q (110656.690000 sec): 3 clusters
  Score: Raw -137336.021586 + Penalty 2389.126424 = -134946.895163
  nChanged 12
		SP:Iteration 20F (110656.720000 sec): 3 clusters
  Score: Raw -137343.434440 + Penalty 2389.126424 = -134954.308017
  nChanged 6
		SP:Iteration 21Q (110656.750000 sec): 3 clusters
  Score: Raw -137350.071611 + Penalty 2389.126424 = -134960.945188
  nChanged 12
		SP:Iteration 22Q (110656.780000 sec): 3 clusters
  Score: Raw -137357.816612 + Penalty 2389.126424 = -134968.690189
  nChanged 8
		SP:Iteration 23Q (110656.810000 sec): 3 clusters
  Score: Raw -137364.164950 + Penalty 2389.126424 = -134975.038527
  nChanged 4
		SP:Iteration 24Q (110656.840000 sec): 3 clusters
  Score: Raw -137366.680384 + Penalty 2389.126424 = -134977.553960
  nChanged 2
		SP:Iteration 25Q (110656.870000 sec): 3 clusters
  Score: Raw -137368.326812 + Penalty 2389.126424 = -134979.200388
  nChanged 2
		SP:Iteration 26Q (110656.900000 sec): 3 clusters
  Score: Raw -137369.843955 + Penalty 2389.126424 = -134980.717531
  nChanged 4
		SP:Iteration 27Q (110656.930000 sec): 3 clusters
  Score: Raw -137372.171172 + Penalty 2389.126424 = -134983.044748
  nChanged 2
		SP:Iteration 28Q (110656.960000 sec): 3 clusters
  Score: Raw -137373.757117 + Penalty 2389.126424 = -134984.630693
  nChanged 3
		SP:Iteration 29Q (110656.980000 sec): 3 clusters
  Score: Raw -137374.827278 + Penalty 2389.126424 = -134985.700855
  nChanged 3
		SP:Iteration 30Q (110657.020000 sec): 3 clusters
  Score: Raw -137376.754159 + Penalty 2389.126424 = -134987.627735
  nChanged 4
		SP:Iteration 31Q (110657.040000 sec): 3 clusters
  Score: Raw -137379.626868 + Penalty 2389.126424 = -134990.500445
  nChanged 3
		SP:Iteration 32Q (110657.080000 sec): 3 clusters
  Score: Raw -137380.942757 + Penalty 2389.126424 = -134991.816334
  nChanged 2
		SP:Iteration 33Q (110657.100000 sec): 3 clusters
  Score: Raw -137381.714578 + Penalty 2389.126424 = -134992.588154
  nChanged 4
		SP:Iteration 34Q (110657.130000 sec): 3 clusters
  Score: Raw -137383.863839 + Penalty 2389.126424 = -134994.737415
  nChanged 3
		SP:Iteration 35Q (110657.160000 sec): 3 clusters
  Score: Raw -137385.045846 + Penalty 2389.126424 = -134995.919423
  nChanged 1
		SP:Iteration 36Q (110657.190000 sec): 3 clusters
  Score: Raw -137385.605264 + Penalty 2389.126424 = -134996.478841
  nChanged 0
		SP:Iteration 37F (110657.230000 sec): 3 clusters
  Score: Raw -137385.605264 + Penalty 2389.126424 = -134996.478841
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110657.290000 sec): 2 clusters
  Score: Raw -197566.620171 + Penalty 1230.615304 = -196336.004866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110657.330000 sec): 3 clusters
  Score: Raw -196745.460203 + Penalty 2461.230608 = -194284.229595
  nChanged 672
		SP:Iteration 1F (110657.370000 sec): 3 clusters
  Score: Raw -197179.873586 + Penalty 2461.230608 = -194718.642978
  nChanged 145
		SP:Iteration 2F (110657.400000 sec): 3 clusters
  Score: Raw -197283.883936 + Penalty 2461.230608 = -194822.653328
  nChanged 76
		SP:Iteration 3Q (110657.440000 sec): 3 clusters
  Score: Raw -197339.810380 + Penalty 2461.230608 = -194878.579772
  nChanged 68
		SP:Iteration 4Q (110657.480000 sec): 3 clusters
  Score: Raw -197386.742547 + Penalty 2461.230608 = -194925.511939
  nChanged 54
		SP:Iteration 5Q (110657.520000 sec): 3 clusters
  Score: Raw -197424.738606 + Penalty 2461.230608 = -194963.507998
  nChanged 50
		SP:Iteration 6Q (110657.550000 sec): 3 clusters
  Score: Raw -197462.063616 + Penalty 2461.230608 = -195000.833008
  nChanged 49
		SP:Iteration 7Q (110657.590000 sec): 3 clusters
  Score: Raw -197510.449445 + Penalty 2461.230608 = -195049.218837
  nChanged 60
		SP:Iteration 8Q (110657.630000 sec): 3 clusters
  Score: Raw -197571.153996 + Penalty 2461.230608 = -195109.923388
  nChanged 66
		SP:Iteration 9Q (110657.670000 sec): 3 clusters
  Score: Raw -197637.950226 + Penalty 2461.230608 = -195176.719618
  nChanged 60
		SP:Iteration 10Q (110657.710000 sec): 3 clusters
  Score: Raw -197711.160153 + Penalty 2461.230608 = -195249.929545
  nChanged 67
		SP:Iteration 11Q (110657.740000 sec): 3 clusters
  Score: Raw -197795.230658 + Penalty 2461.230608 = -195334.000050
  nChanged 55
		SP:Iteration 12Q (110657.780000 sec): 3 clusters
  Score: Raw -197857.018205 + Penalty 2461.230608 = -195395.787596
  nChanged 47
		SP:Iteration 13Q (110657.820000 sec): 3 clusters
  Score: Raw -197899.165661 + Penalty 2461.230608 = -195437.935053
  nChanged 46
		SP:Iteration 14Q (110657.850000 sec): 3 clusters
  Score: Raw -197950.887319 + Penalty 2461.230608 = -195489.656711
  nChanged 48
		SP:Iteration 15Q (110657.890000 sec): 3 clusters
  Score: Raw -198008.202729 + Penalty 2461.230608 = -195546.972120
  nChanged 47
		SP:Iteration 16Q (110657.930000 sec): 3 clusters
  Score: Raw -198062.200979 + Penalty 2461.230608 = -195600.970371
  nChanged 39
		SP:Iteration 17Q (110657.970000 sec): 3 clusters
  Score: Raw -198111.774687 + Penalty 2461.230608 = -195650.544079
  nChanged 25
		SP:Iteration 18Q (110658.000000 sec): 3 clusters
  Score: Raw -198142.486048 + Penalty 2461.230608 = -195681.255440
  nChanged 23
		SP:Iteration 19Q (110658.040000 sec): 3 clusters
  Score: Raw -198163.709960 + Penalty 2461.230608 = -195702.479351
  nChanged 13
		SP:Iteration 20F (110658.070000 sec): 3 clusters
  Score: Raw -198176.852007 + Penalty 2461.230608 = -195715.621398
  nChanged 8
		SP:Iteration 21Q (110658.110000 sec): 3 clusters
  Score: Raw -198182.828540 + Penalty 2461.230608 = -195721.597932
  nChanged 4
		SP:Iteration 22Q (110658.150000 sec): 3 clusters
  Score: Raw -198186.750575 + Penalty 2461.230608 = -195725.519967
  nChanged 7
		SP:Iteration 23Q (110658.180000 sec): 3 clusters
  Score: Raw -198193.136926 + Penalty 2461.230608 = -195731.906318
  nChanged 10
		SP:Iteration 24Q (110658.220000 sec): 3 clusters
  Score: Raw -198202.993214 + Penalty 2461.230608 = -195741.762605
  nChanged 10
		SP:Iteration 25Q (110658.250000 sec): 3 clusters
  Score: Raw -198210.796531 + Penalty 2461.230608 = -195749.565922
  nChanged 3
		SP:Iteration 26Q (110658.290000 sec): 3 clusters
  Score: Raw -198212.779735 + Penalty 2461.230608 = -195751.549126
  nChanged 2
		SP:Iteration 27Q (110658.320000 sec): 3 clusters
  Score: Raw -198213.640948 + Penalty 2461.230608 = -195752.410339
  nChanged 1
		SP:Iteration 28Q (110658.360000 sec): 3 clusters
  Score: Raw -198214.171214 + Penalty 2461.230608 = -195752.940606
  nChanged 1
		SP:Iteration 29Q (110658.390000 sec): 3 clusters
  Score: Raw -198215.620540 + Penalty 2461.230608 = -195754.389932
  nChanged 2
		SP:Iteration 30Q (110658.430000 sec): 3 clusters
  Score: Raw -198216.316268 + Penalty 2461.230608 = -195755.085660
  nChanged 0
		SP:Iteration 31F (110658.470000 sec): 3 clusters
  Score: Raw -198216.316268 + Penalty 2461.230608 = -195755.085660
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110658.540000 sec): 2 clusters
  Score: Raw -378692.849170 + Penalty 1344.831421 = -377348.017749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110658.620000 sec): 3 clusters
  Score: Raw -376721.984955 + Penalty 2689.662843 = -374032.322113
  nChanged 1487
		SP:Iteration 1F (110658.710000 sec): 3 clusters
  Score: Raw -377556.133479 + Penalty 2689.662843 = -374866.470637
  nChanged 298
		SP:Iteration 2F (110658.780000 sec): 3 clusters
  Score: Raw -377738.063389 + Penalty 2689.662843 = -375048.400547
  nChanged 206
		SP:Iteration 3F (110658.860000 sec): 3 clusters
  Score: Raw -377862.059133 + Penalty 2689.662843 = -375172.396290
  nChanged 194
		SP:Iteration 4Q (110658.930000 sec): 3 clusters
  Score: Raw -377979.440214 + Penalty 2689.662843 = -375289.777371
  nChanged 157
		SP:Iteration 5Q (110659.010000 sec): 3 clusters
  Score: Raw -378075.035067 + Penalty 2689.662843 = -375385.372224
  nChanged 153
		SP:Iteration 6Q (110659.090000 sec): 3 clusters
  Score: Raw -378174.146722 + Penalty 2689.662843 = -375484.483879
  nChanged 138
		SP:Iteration 7Q (110659.160000 sec): 3 clusters
  Score: Raw -378254.894797 + Penalty 2689.662843 = -375565.231955
  nChanged 116
		SP:Iteration 8Q (110659.240000 sec): 3 clusters
  Score: Raw -378325.205894 + Penalty 2689.662843 = -375635.543051
  nChanged 114
		SP:Iteration 9Q (110659.320000 sec): 3 clusters
  Score: Raw -378398.070114 + Penalty 2689.662843 = -375708.407271
  nChanged 123
		SP:Iteration 10Q (110659.390000 sec): 3 clusters
  Score: Raw -378480.022707 + Penalty 2689.662843 = -375790.359864
  nChanged 117
		SP:Iteration 11Q (110659.470000 sec): 3 clusters
  Score: Raw -378564.251878 + Penalty 2689.662843 = -375874.589035
  nChanged 122
		SP:Iteration 12Q (110659.550000 sec): 3 clusters
  Score: Raw -378644.144650 + Penalty 2689.662843 = -375954.481807
  nChanged 104
		SP:Iteration 13Q (110659.620000 sec): 3 clusters
  Score: Raw -378709.522549 + Penalty 2689.662843 = -376019.859706
  nChanged 95
		SP:Iteration 14Q (110659.700000 sec): 3 clusters
  Score: Raw -378768.157602 + Penalty 2689.662843 = -376078.494760
  nChanged 91
		SP:Iteration 15Q (110659.770000 sec): 3 clusters
  Score: Raw -378821.581291 + Penalty 2689.662843 = -376131.918448
  nChanged 75
		SP:Iteration 16Q (110659.850000 sec): 3 clusters
  Score: Raw -378864.608111 + Penalty 2689.662843 = -376174.945268
  nChanged 64
		SP:Iteration 17Q (110659.930000 sec): 3 clusters
  Score: Raw -378896.563347 + Penalty 2689.662843 = -376206.900504
  nChanged 52
		SP:Iteration 18Q (110660.000000 sec): 3 clusters
  Score: Raw -378928.192704 + Penalty 2689.662843 = -376238.529862
  nChanged 47
		SP:Iteration 19Q (110660.080000 sec): 3 clusters
  Score: Raw -378954.575049 + Penalty 2689.662843 = -376264.912207
  nChanged 45
		SP:Iteration 20F (110660.150000 sec): 3 clusters
  Score: Raw -378979.522289 + Penalty 2689.662843 = -376289.859447
  nChanged 49
		SP:Iteration 21Q (110660.230000 sec): 3 clusters
  Score: Raw -379009.098226 + Penalty 2689.662843 = -376319.435384
  nChanged 43
		SP:Iteration 22Q (110660.310000 sec): 3 clusters
  Score: Raw -379036.496819 + Penalty 2689.662843 = -376346.833977
  nChanged 46
		SP:Iteration 23Q (110660.380000 sec): 3 clusters
  Score: Raw -379064.132453 + Penalty 2689.662843 = -376374.469611
  nChanged 41
		SP:Iteration 24Q (110660.450000 sec): 3 clusters
  Score: Raw -379082.595660 + Penalty 2689.662843 = -376392.932818
  nChanged 24
		SP:Iteration 25Q (110660.530000 sec): 3 clusters
  Score: Raw -379092.092973 + Penalty 2689.662843 = -376402.430130
  nChanged 18
		SP:Iteration 26Q (110660.610000 sec): 3 clusters
  Score: Raw -379098.967986 + Penalty 2689.662843 = -376409.305144
  nChanged 21
		SP:Iteration 27Q (110660.680000 sec): 3 clusters
  Score: Raw -379107.643055 + Penalty 2689.662843 = -376417.980213
  nChanged 21
		SP:Iteration 28Q (110660.750000 sec): 3 clusters
  Score: Raw -379116.208214 + Penalty 2689.662843 = -376426.545372
  nChanged 28
		SP:Iteration 29Q (110660.830000 sec): 3 clusters
  Score: Raw -379125.644023 + Penalty 2689.662843 = -376435.981181
  nChanged 28
		SP:Iteration 30Q (110660.910000 sec): 3 clusters
  Score: Raw -379136.763868 + Penalty 2689.662843 = -376447.101025
  nChanged 31
		SP:Iteration 31Q (110660.980000 sec): 3 clusters
  Score: Raw -379148.425742 + Penalty 2689.662843 = -376458.762900
  nChanged 25
		SP:Iteration 32Q (110661.060000 sec): 3 clusters
  Score: Raw -379157.621322 + Penalty 2689.662843 = -376467.958479
  nChanged 19
		SP:Iteration 33Q (110661.130000 sec): 3 clusters
  Score: Raw -379164.483367 + Penalty 2689.662843 = -376474.820524
  nChanged 14
		SP:Iteration 34Q (110661.210000 sec): 3 clusters
  Score: Raw -379169.582556 + Penalty 2689.662843 = -376479.919713
  nChanged 11
		SP:Iteration 35Q (110661.280000 sec): 3 clusters
  Score: Raw -379173.634601 + Penalty 2689.662843 = -376483.971759
  nChanged 13
		SP:Iteration 36Q (110661.360000 sec): 3 clusters
  Score: Raw -379177.640473 + Penalty 2689.662843 = -376487.977631
  nChanged 12
		SP:Iteration 37Q (110661.430000 sec): 3 clusters
  Score: Raw -379181.583103 + Penalty 2689.662843 = -376491.920261
  nChanged 12
		SP:Iteration 38Q (110661.510000 sec): 3 clusters
  Score: Raw -379185.615559 + Penalty 2689.662843 = -376495.952716
  nChanged 13
		SP:Iteration 39Q (110661.580000 sec): 3 clusters
  Score: Raw -379190.228956 + Penalty 2689.662843 = -376500.566113
  nChanged 11
		SP:Iteration 40F (110661.650000 sec): 3 clusters
  Score: Raw -379193.454898 + Penalty 2689.662843 = -376503.792056
  nChanged 6
		SP:Iteration 41Q (110661.730000 sec): 3 clusters
  Score: Raw -379194.898370 + Penalty 2689.662843 = -376505.235528
  nChanged 5
		SP:Iteration 42Q (110661.810000 sec): 3 clusters
  Score: Raw -379196.279181 + Penalty 2689.662843 = -376506.616339
  nChanged 4
		SP:Iteration 43Q (110661.880000 sec): 3 clusters
  Score: Raw -379197.325742 + Penalty 2689.662843 = -376507.662900
  nChanged 2
		SP:Iteration 44Q (110661.950000 sec): 3 clusters
  Score: Raw -379197.574814 + Penalty 2689.662843 = -376507.911972
  nChanged 1
		SP:Iteration 45Q (110662.030000 sec): 3 clusters
  Score: Raw -379197.713008 + Penalty 2689.662843 = -376508.050166
  nChanged 1
		SP:Iteration 46Q (110662.110000 sec): 3 clusters
  Score: Raw -379197.925162 + Penalty 2689.662843 = -376508.262320
  nChanged 1
		SP:Iteration 47Q (110662.180000 sec): 3 clusters
  Score: Raw -379198.021015 + Penalty 2689.662843 = -376508.358173
  nChanged 1
		SP:Iteration 48Q (110662.260000 sec): 3 clusters
  Score: Raw -379198.222126 + Penalty 2689.662843 = -376508.559283
  nChanged 0
		SP:Iteration 49F (110662.330000 sec): 3 clusters
  Score: Raw -379198.222126 + Penalty 2689.662843 = -376508.559283
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (11696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110662.440000 sec): 2 clusters
  Score: Raw -1120669.513615 + Penalty 1522.137855 = -1119147.375760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110662.670000 sec): 3 clusters
  Score: Raw -1114037.127774 + Penalty 3044.275709 = -1110992.852064
  nChanged 5028
		SP:Iteration 1F (110662.820000 sec): 3 clusters
  Score: Raw -1117069.420468 + Penalty 3044.275709 = -1114025.144758
  nChanged 879
		SP:Iteration 2F (110662.990000 sec): 3 clusters
  Score: Raw -1117627.137933 + Penalty 3044.275709 = -1114582.862224
  nChanged 793
		SP:Iteration 3F (110663.150000 sec): 3 clusters
  Score: Raw -1118123.905379 + Penalty 3044.275709 = -1115079.629670
  nChanged 720
		SP:Iteration 4F (110663.330000 sec): 3 clusters
  Score: Raw -1118541.621170 + Penalty 3044.275709 = -1115497.345461
  nChanged 604
		SP:Iteration 5F (110663.500000 sec): 3 clusters
  Score: Raw -1118852.675994 + Penalty 3044.275709 = -1115808.400285
  nChanged 500
		SP:Iteration 6Q (110663.700000 sec): 3 clusters
  Score: Raw -1119082.521710 + Penalty 3044.275709 = -1116038.246000
  nChanged 426
		SP:Iteration 7Q (110663.880000 sec): 3 clusters
  Score: Raw -1119264.330189 + Penalty 3044.275709 = -1116220.054480
  nChanged 356
		SP:Iteration 8Q (110664.050000 sec): 3 clusters
  Score: Raw -1119419.275371 + Penalty 3044.275709 = -1116374.999662
  nChanged 310
		SP:Iteration 9Q (110664.230000 sec): 3 clusters
  Score: Raw -1119549.679144 + Penalty 3044.275709 = -1116505.403435
  nChanged 300
		SP:Iteration 10Q (110664.420000 sec): 3 clusters
  Score: Raw -1119663.598375 + Penalty 3044.275709 = -1116619.322665
  nChanged 276
		SP:Iteration 11Q (110664.590000 sec): 3 clusters
  Score: Raw -1119767.003019 + Penalty 3044.275709 = -1116722.727310
  nChanged 238
		SP:Iteration 12Q (110664.780000 sec): 3 clusters
  Score: Raw -1119851.071873 + Penalty 3044.275709 = -1116806.796164
  nChanged 203
		SP:Iteration 13Q (110664.950000 sec): 3 clusters
  Score: Raw -1119911.773961 + Penalty 3044.275709 = -1116867.498252
  nChanged 202
		SP:Iteration 14Q (110665.130000 sec): 3 clusters
  Score: Raw -1119971.865132 + Penalty 3044.275709 = -1116927.589423
  nChanged 187
		SP:Iteration 15Q (110665.310000 sec): 3 clusters
  Score: Raw -1120023.435692 + Penalty 3044.275709 = -1116979.159983
  nChanged 154
		SP:Iteration 16Q (110665.510000 sec): 3 clusters
  Score: Raw -1120064.031462 + Penalty 3044.275709 = -1117019.755753
  nChanged 142
		SP:Iteration 17Q (110665.690000 sec): 3 clusters
  Score: Raw -1120099.300812 + Penalty 3044.275709 = -1117055.025103
  nChanged 117
		SP:Iteration 18Q (110665.860000 sec): 3 clusters
  Score: Raw -1120126.494281 + Penalty 3044.275709 = -1117082.218572
  nChanged 116
		SP:Iteration 19Q (110666.060000 sec): 3 clusters
  Score: Raw -1120154.182525 + Penalty 3044.275709 = -1117109.906816
  nChanged 117
		SP:Iteration 20F (110666.230000 sec): 3 clusters
  Score: Raw -1120183.007075 + Penalty 3044.275709 = -1117138.731366
  nChanged 110
		SP:Iteration 21Q (110666.400000 sec): 3 clusters
  Score: Raw -1120207.504955 + Penalty 3044.275709 = -1117163.229246
  nChanged 109
		SP:Iteration 22Q (110666.580000 sec): 3 clusters
  Score: Raw -1120236.507304 + Penalty 3044.275709 = -1117192.231595
  nChanged 94
		SP:Iteration 23Q (110666.760000 sec): 3 clusters
  Score: Raw -1120254.424093 + Penalty 3044.275709 = -1117210.148383
  nChanged 75
		SP:Iteration 24Q (110666.960000 sec): 3 clusters
  Score: Raw -1120266.333358 + Penalty 3044.275709 = -1117222.057649
  nChanged 63
		SP:Iteration 25Q (110667.140000 sec): 3 clusters
  Score: Raw -1120277.266087 + Penalty 3044.275709 = -1117232.990378
  nChanged 51
		SP:Iteration 26Q (110667.310000 sec): 3 clusters
  Score: Raw -1120284.378522 + Penalty 3044.275709 = -1117240.102813
  nChanged 46
		SP:Iteration 27Q (110667.500000 sec): 3 clusters
  Score: Raw -1120291.094333 + Penalty 3044.275709 = -1117246.818624
  nChanged 52
		SP:Iteration 28Q (110667.680000 sec): 3 clusters
  Score: Raw -1120300.180527 + Penalty 3044.275709 = -1117255.904817
  nChanged 40
		SP:Iteration 29Q (110667.850000 sec): 3 clusters
  Score: Raw -1120306.076726 + Penalty 3044.275709 = -1117261.801017
  nChanged 33
		SP:Iteration 30Q (110668.040000 sec): 3 clusters
  Score: Raw -1120311.345217 + Penalty 3044.275709 = -1117267.069508
  nChanged 39
		SP:Iteration 31Q (110668.210000 sec): 3 clusters
  Score: Raw -1120314.651428 + Penalty 3044.275709 = -1117270.375719
  nChanged 17
		SP:Iteration 32Q (110668.410000 sec): 3 clusters
  Score: Raw -1120315.929784 + Penalty 3044.275709 = -1117271.654075
  nChanged 15
		SP:Iteration 33Q (110668.580000 sec): 3 clusters
  Score: Raw -1120317.381137 + Penalty 3044.275709 = -1117273.105428
  nChanged 17
		SP:Iteration 34Q (110668.750000 sec): 3 clusters
  Score: Raw -1120318.432155 + Penalty 3044.275709 = -1117274.156446
  nChanged 10
		SP:Iteration 35Q (110668.940000 sec): 3 clusters
  Score: Raw -1120319.224432 + Penalty 3044.275709 = -1117274.948723
  nChanged 11
		SP:Iteration 36Q (110669.110000 sec): 3 clusters
  Score: Raw -1120319.956440 + Penalty 3044.275709 = -1117275.680731
  nChanged 6
		SP:Iteration 37Q (110669.310000 sec): 3 clusters
  Score: Raw -1120320.556985 + Penalty 3044.275709 = -1117276.281275
  nChanged 5
		SP:Iteration 38Q (110669.490000 sec): 3 clusters
  Score: Raw -1120321.318376 + Penalty 3044.275709 = -1117277.042667
  nChanged 12
		SP:Iteration 39Q (110669.660000 sec): 3 clusters
  Score: Raw -1120322.099551 + Penalty 3044.275709 = -1117277.823842
  nChanged 11
		SP:Iteration 40F (110669.850000 sec): 3 clusters
  Score: Raw -1120322.786789 + Penalty 3044.275709 = -1117278.511079
  nChanged 7
		SP:Iteration 41Q (110670.030000 sec): 3 clusters
  Score: Raw -1120323.380428 + Penalty 3044.275709 = -1117279.104719
  nChanged 5
		SP:Iteration 42Q (110670.200000 sec): 3 clusters
  Score: Raw -1120323.595734 + Penalty 3044.275709 = -1117279.320025
  nChanged 3
		SP:Iteration 43Q (110670.380000 sec): 3 clusters
  Score: Raw -1120323.860049 + Penalty 3044.275709 = -1117279.584339
  nChanged 1
		SP:Iteration 44Q (110670.550000 sec): 3 clusters
  Score: Raw -1120323.925647 + Penalty 3044.275709 = -1117279.649938
  nChanged 3
		SP:Iteration 45Q (110670.730000 sec): 3 clusters
  Score: Raw -1120324.203715 + Penalty 3044.275709 = -1117279.928006
  nChanged 4
		SP:Iteration 46Q (110670.910000 sec): 3 clusters
  Score: Raw -1120324.544522 + Penalty 3044.275709 = -1117280.268813
  nChanged 5
		SP:Iteration 47Q (110671.110000 sec): 3 clusters
  Score: Raw -1120324.884552 + Penalty 3044.275709 = -1117280.608843
  nChanged 5
		SP:Iteration 48Q (110671.280000 sec): 3 clusters
  Score: Raw -1120325.149130 + Penalty 3044.275709 = -1117280.873421
  nChanged 6
		SP:Iteration 49Q (110671.460000 sec): 3 clusters
  Score: Raw -1120325.575039 + Penalty 3044.275709 = -1117281.299330
  nChanged 4
		SP:Iteration 50Q (110671.650000 sec): 3 clusters
  Score: Raw -1120326.123480 + Penalty 3044.275709 = -1117281.847771
  nChanged 7
		SP:Iteration 51Q (110671.820000 sec): 3 clusters
  Score: Raw -1120326.716441 + Penalty 3044.275709 = -1117282.440732
  nChanged 7
		SP:Iteration 52Q (110672.000000 sec): 3 clusters
  Score: Raw -1120327.391629 + Penalty 3044.275709 = -1117283.115920
  nChanged 3
		SP:Iteration 53Q (110672.180000 sec): 3 clusters
  Score: Raw -1120327.649089 + Penalty 3044.275709 = -1117283.373380
  nChanged 3
		SP:Iteration 54Q (110672.360000 sec): 3 clusters
  Score: Raw -1120327.994018 + Penalty 3044.275709 = -1117283.718309
  nChanged 2
		SP:Iteration 55Q (110672.560000 sec): 3 clusters
  Score: Raw -1120328.088133 + Penalty 3044.275709 = -1117283.812423
  nChanged 2
		SP:Iteration 56Q (110672.740000 sec): 3 clusters
  Score: Raw -1120328.201681 + Penalty 3044.275709 = -1117283.925972
  nChanged 1
		SP:Iteration 57Q (110672.910000 sec): 3 clusters
  Score: Raw -1120328.347867 + Penalty 3044.275709 = -1117284.072158
  nChanged 3
		SP:Iteration 58Q (110673.110000 sec): 3 clusters
  Score: Raw -1120328.579191 + Penalty 3044.275709 = -1117284.303482
  nChanged 7
		SP:Iteration 59Q (110673.290000 sec): 3 clusters
  Score: Raw -1120329.149116 + Penalty 3044.275709 = -1117284.873407
  nChanged 6
		SP:Iteration 60F (110673.460000 sec): 3 clusters
  Score: Raw -1120329.453522 + Penalty 3044.275709 = -1117285.177813
  nChanged 6
		SP:Iteration 61Q (110673.640000 sec): 3 clusters
  Score: Raw -1120329.910168 + Penalty 3044.275709 = -1117285.634459
  nChanged 6
		SP:Iteration 62Q (110673.820000 sec): 3 clusters
  Score: Raw -1120330.388941 + Penalty 3044.275709 = -1117286.113232
  nChanged 5
		SP:Iteration 63Q (110674.020000 sec): 3 clusters
  Score: Raw -1120330.809128 + Penalty 3044.275709 = -1117286.533419
  nChanged 4
		SP:Iteration 64Q (110674.190000 sec): 3 clusters
  Score: Raw -1120331.053671 + Penalty 3044.275709 = -1117286.777962
  nChanged 3
		SP:Iteration 65Q (110674.360000 sec): 3 clusters
  Score: Raw -1120331.253173 + Penalty 3044.275709 = -1117286.977464
  nChanged 0
		SP:Iteration 66F (110674.550000 sec): 3 clusters
  Score: Raw -1120331.253173 + Penalty 3044.275709 = -1117286.977464
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110674.640000 sec): 2 clusters
  Score: Raw -468650.899937 + Penalty 1383.033257 = -467267.866680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110674.770000 sec): 3 clusters
  Score: Raw -466125.691132 + Penalty 2766.066515 = -463359.624617
  nChanged 1957
		SP:Iteration 1F (110674.860000 sec): 3 clusters
  Score: Raw -467274.110566 + Penalty 2766.066515 = -464508.044051
  nChanged 382
		SP:Iteration 2F (110674.960000 sec): 3 clusters
  Score: Raw -467514.123318 + Penalty 2766.066515 = -464748.056804
  nChanged 298
		SP:Iteration 3F (110675.050000 sec): 3 clusters
  Score: Raw -467686.153738 + Penalty 2766.066515 = -464920.087223
  nChanged 237
		SP:Iteration 4Q (110675.140000 sec): 3 clusters
  Score: Raw -467821.030788 + Penalty 2766.066515 = -465054.964273
  nChanged 212
		SP:Iteration 5Q (110675.240000 sec): 3 clusters
  Score: Raw -467922.612939 + Penalty 2766.066515 = -465156.546425
  nChanged 171
		SP:Iteration 6Q (110675.340000 sec): 3 clusters
  Score: Raw -467994.606557 + Penalty 2766.066515 = -465228.540042
  nChanged 143
		SP:Iteration 7Q (110675.430000 sec): 3 clusters
  Score: Raw -468051.903097 + Penalty 2766.066515 = -465285.836582
  nChanged 117
		SP:Iteration 8Q (110675.530000 sec): 3 clusters
  Score: Raw -468098.882606 + Penalty 2766.066515 = -465332.816091
  nChanged 113
		SP:Iteration 9Q (110675.620000 sec): 3 clusters
  Score: Raw -468141.682872 + Penalty 2766.066515 = -465375.616357
  nChanged 91
		SP:Iteration 10Q (110675.720000 sec): 3 clusters
  Score: Raw -468173.852734 + Penalty 2766.066515 = -465407.786219
  nChanged 70
		SP:Iteration 11Q (110675.820000 sec): 3 clusters
  Score: Raw -468193.544185 + Penalty 2766.066515 = -465427.477670
  nChanged 55
		SP:Iteration 12Q (110675.910000 sec): 3 clusters
  Score: Raw -468211.927718 + Penalty 2766.066515 = -465445.861204
  nChanged 57
		SP:Iteration 13Q (110676.010000 sec): 3 clusters
  Score: Raw -468233.052310 + Penalty 2766.066515 = -465466.985795
  nChanged 57
		SP:Iteration 14Q (110676.100000 sec): 3 clusters
  Score: Raw -468251.997716 + Penalty 2766.066515 = -465485.931201
  nChanged 59
		SP:Iteration 15Q (110676.200000 sec): 3 clusters
  Score: Raw -468269.757654 + Penalty 2766.066515 = -465503.691140
  nChanged 45
		SP:Iteration 16Q (110676.300000 sec): 3 clusters
  Score: Raw -468282.943433 + Penalty 2766.066515 = -465516.876918
  nChanged 35
		SP:Iteration 17Q (110676.390000 sec): 3 clusters
  Score: Raw -468293.957310 + Penalty 2766.066515 = -465527.890796
  nChanged 30
		SP:Iteration 18Q (110676.480000 sec): 3 clusters
  Score: Raw -468304.096300 + Penalty 2766.066515 = -465538.029785
  nChanged 29
		SP:Iteration 19Q (110676.580000 sec): 3 clusters
  Score: Raw -468313.488050 + Penalty 2766.066515 = -465547.421535
  nChanged 34
		SP:Iteration 20F (110676.670000 sec): 3 clusters
  Score: Raw -468324.262204 + Penalty 2766.066515 = -465558.195689
  nChanged 41
		SP:Iteration 21Q (110676.770000 sec): 3 clusters
  Score: Raw -468335.866411 + Penalty 2766.066515 = -465569.799896
  nChanged 39
		SP:Iteration 22Q (110676.860000 sec): 3 clusters
  Score: Raw -468345.996044 + Penalty 2766.066515 = -465579.929529
  nChanged 32
		SP:Iteration 23Q (110676.960000 sec): 3 clusters
  Score: Raw -468356.780636 + Penalty 2766.066515 = -465590.714121
  nChanged 46
		SP:Iteration 24Q (110677.060000 sec): 3 clusters
  Score: Raw -468373.241579 + Penalty 2766.066515 = -465607.175064
  nChanged 44
		SP:Iteration 25Q (110677.150000 sec): 3 clusters
  Score: Raw -468390.481712 + Penalty 2766.066515 = -465624.415197
  nChanged 42
		SP:Iteration 26Q (110677.240000 sec): 3 clusters
  Score: Raw -468404.369229 + Penalty 2766.066515 = -465638.302714
  nChanged 37
		SP:Iteration 27Q (110677.340000 sec): 3 clusters
  Score: Raw -468416.499645 + Penalty 2766.066515 = -465650.433131
  nChanged 33
		SP:Iteration 28Q (110677.440000 sec): 3 clusters
  Score: Raw -468424.369125 + Penalty 2766.066515 = -465658.302610
  nChanged 34
		SP:Iteration 29Q (110677.530000 sec): 3 clusters
  Score: Raw -468434.305923 + Penalty 2766.066515 = -465668.239409
  nChanged 31
		SP:Iteration 30Q (110677.630000 sec): 3 clusters
  Score: Raw -468443.049965 + Penalty 2766.066515 = -465676.983450
  nChanged 37
		SP:Iteration 31Q (110677.720000 sec): 3 clusters
  Score: Raw -468457.545366 + Penalty 2766.066515 = -465691.478852
  nChanged 46
		SP:Iteration 32Q (110677.820000 sec): 3 clusters
  Score: Raw -468476.376244 + Penalty 2766.066515 = -465710.309730
  nChanged 45
		SP:Iteration 33Q (110677.910000 sec): 3 clusters
  Score: Raw -468494.728350 + Penalty 2766.066515 = -465728.661835
  nChanged 53
		SP:Iteration 34Q (110678.010000 sec): 3 clusters
  Score: Raw -468514.046656 + Penalty 2766.066515 = -465747.980142
  nChanged 56
		SP:Iteration 35Q (110678.100000 sec): 3 clusters
  Score: Raw -468535.384027 + Penalty 2766.066515 = -465769.317512
  nChanged 54
		SP:Iteration 36Q (110678.200000 sec): 3 clusters
  Score: Raw -468560.736672 + Penalty 2766.066515 = -465794.670157
  nChanged 57
		SP:Iteration 37Q (110678.290000 sec): 3 clusters
  Score: Raw -468590.626143 + Penalty 2766.066515 = -465824.559628
  nChanged 51
		SP:Iteration 38Q (110678.390000 sec): 3 clusters
  Score: Raw -468614.000353 + Penalty 2766.066515 = -465847.933838
  nChanged 46
		SP:Iteration 39Q (110678.480000 sec): 3 clusters
  Score: Raw -468630.983807 + Penalty 2766.066515 = -465864.917293
  nChanged 53
		SP:Iteration 40F (110678.580000 sec): 3 clusters
  Score: Raw -468654.050303 + Penalty 2766.066515 = -465887.983788
  nChanged 48
		SP:Iteration 41Q (110678.660000 sec): 3 clusters
  Score: Raw -468676.979701 + Penalty 2766.066515 = -465910.913186
  nChanged 59
		SP:Iteration 42Q (110678.760000 sec): 3 clusters
  Score: Raw -468707.268313 + Penalty 2766.066515 = -465941.201798
  nChanged 51
		SP:Iteration 43Q (110678.850000 sec): 3 clusters
  Score: Raw -468732.711831 + Penalty 2766.066515 = -465966.645316
  nChanged 44
		SP:Iteration 44Q (110678.950000 sec): 3 clusters
  Score: Raw -468752.685129 + Penalty 2766.066515 = -465986.618615
  nChanged 43
		SP:Iteration 45Q (110679.040000 sec): 3 clusters
  Score: Raw -468773.036219 + Penalty 2766.066515 = -466006.969704
  nChanged 36
		SP:Iteration 46Q (110679.140000 sec): 3 clusters
  Score: Raw -468784.546533 + Penalty 2766.066515 = -466018.480018
  nChanged 25
		SP:Iteration 47Q (110679.230000 sec): 3 clusters
  Score: Raw -468793.118352 + Penalty 2766.066515 = -466027.051837
  nChanged 20
		SP:Iteration 48Q (110679.320000 sec): 3 clusters
  Score: Raw -468801.666128 + Penalty 2766.066515 = -466035.599613
  nChanged 15
		SP:Iteration 49Q (110679.420000 sec): 3 clusters
  Score: Raw -468806.807449 + Penalty 2766.066515 = -466040.740934
  nChanged 16
		SP:Iteration 50Q (110679.510000 sec): 3 clusters
  Score: Raw -468814.447826 + Penalty 2766.066515 = -466048.381311
  nChanged 25
		SP:Iteration 51Q (110679.600000 sec): 3 clusters
  Score: Raw -468827.719330 + Penalty 2766.066515 = -466061.652816
  nChanged 20
		SP:Iteration 52Q (110679.700000 sec): 3 clusters
  Score: Raw -468836.148547 + Penalty 2766.066515 = -466070.082032
  nChanged 18
		SP:Iteration 53Q (110679.790000 sec): 3 clusters
  Score: Raw -468843.977172 + Penalty 2766.066515 = -466077.910657
  nChanged 19
		SP:Iteration 54Q (110679.880000 sec): 3 clusters
  Score: Raw -468852.109183 + Penalty 2766.066515 = -466086.042668
  nChanged 18
		SP:Iteration 55Q (110679.990000 sec): 3 clusters
  Score: Raw -468858.269187 + Penalty 2766.066515 = -466092.202672
  nChanged 12
		SP:Iteration 56Q (110680.110000 sec): 3 clusters
  Score: Raw -468863.463806 + Penalty 2766.066515 = -466097.397291
  nChanged 18
		SP:Iteration 57Q (110680.210000 sec): 3 clusters
  Score: Raw -468870.144349 + Penalty 2766.066515 = -466104.077835
  nChanged 14
		SP:Iteration 58Q (110680.300000 sec): 3 clusters
  Score: Raw -468875.175897 + Penalty 2766.066515 = -466109.109382
  nChanged 11
		SP:Iteration 59Q (110680.390000 sec): 3 clusters
  Score: Raw -468878.727747 + Penalty 2766.066515 = -466112.661233
  nChanged 20
		SP:Iteration 60F (110680.490000 sec): 3 clusters
  Score: Raw -468887.240791 + Penalty 2766.066515 = -466121.174277
  nChanged 16
		SP:Iteration 61Q (110680.580000 sec): 3 clusters
  Score: Raw -468892.743374 + Penalty 2766.066515 = -466126.676859
  nChanged 12
		SP:Iteration 62Q (110680.670000 sec): 3 clusters
  Score: Raw -468898.246778 + Penalty 2766.066515 = -466132.180263
  nChanged 10
		SP:Iteration 63Q (110680.770000 sec): 3 clusters
  Score: Raw -468902.365796 + Penalty 2766.066515 = -466136.299282
  nChanged 8
		SP:Iteration 64Q (110680.860000 sec): 3 clusters
  Score: Raw -468905.318801 + Penalty 2766.066515 = -466139.252286
  nChanged 4
		SP:Iteration 65Q (110680.950000 sec): 3 clusters
  Score: Raw -468906.381091 + Penalty 2766.066515 = -466140.314577
  nChanged 2
		SP:Iteration 66Q (110681.040000 sec): 3 clusters
  Score: Raw -468906.956863 + Penalty 2766.066515 = -466140.890348
  nChanged 3
		SP:Iteration 67Q (110681.130000 sec): 3 clusters
  Score: Raw -468909.555943 + Penalty 2766.066515 = -466143.489429
  nChanged 9
		SP:Iteration 68Q (110681.230000 sec): 3 clusters
  Score: Raw -468912.357903 + Penalty 2766.066515 = -466146.291388
  nChanged 5
		SP:Iteration 69Q (110681.320000 sec): 3 clusters
  Score: Raw -468913.981911 + Penalty 2766.066515 = -466147.915396
  nChanged 4
		SP:Iteration 70Q (110681.410000 sec): 3 clusters
  Score: Raw -468915.637682 + Penalty 2766.066515 = -466149.571168
  nChanged 5
		SP:Iteration 71Q (110681.510000 sec): 3 clusters
  Score: Raw -468917.661195 + Penalty 2766.066515 = -466151.594680
  nChanged 6
		SP:Iteration 72Q (110681.600000 sec): 3 clusters
  Score: Raw -468920.319468 + Penalty 2766.066515 = -466154.252954
  nChanged 3
		SP:Iteration 73Q (110681.690000 sec): 3 clusters
  Score: Raw -468921.299949 + Penalty 2766.066515 = -466155.233435
  nChanged 3
		SP:Iteration 74Q (110681.790000 sec): 3 clusters
  Score: Raw -468922.422825 + Penalty 2766.066515 = -466156.356310
  nChanged 4
		SP:Iteration 75Q (110681.880000 sec): 3 clusters
  Score: Raw -468923.540829 + Penalty 2766.066515 = -466157.474314
  nChanged 5
		SP:Iteration 76Q (110681.970000 sec): 3 clusters
  Score: Raw -468924.996348 + Penalty 2766.066515 = -466158.929833
  nChanged 6
		SP:Iteration 77Q (110682.060000 sec): 3 clusters
  Score: Raw -468926.593095 + Penalty 2766.066515 = -466160.526581
  nChanged 4
		SP:Iteration 78Q (110682.150000 sec): 3 clusters
  Score: Raw -468928.198744 + Penalty 2766.066515 = -466162.132230
  nChanged 1
		SP:Iteration 79Q (110682.250000 sec): 3 clusters
  Score: Raw -468928.769896 + Penalty 2766.066515 = -466162.703381
  nChanged 2
		SP:Iteration 80F (110682.340000 sec): 3 clusters
  Score: Raw -468929.070433 + Penalty 2766.066515 = -466163.003919
  nChanged 1
		SP:Iteration 81Q (110682.430000 sec): 3 clusters
  Score: Raw -468929.193868 + Penalty 2766.066515 = -466163.127354
  nChanged 1
		SP:Iteration 82Q (110682.530000 sec): 3 clusters
  Score: Raw -468929.262278 + Penalty 2766.066515 = -466163.195764
  nChanged 0
		SP:Iteration 83F (110682.620000 sec): 3 clusters
  Score: Raw -468929.262278 + Penalty 2766.066515 = -466163.195764
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110682.710000 sec): 2 clusters
  Score: Raw -538854.152608 + Penalty 1386.239000 = -537467.913608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110682.810000 sec): 3 clusters
  Score: Raw -536200.051593 + Penalty 2772.478001 = -533427.573592
  nChanged 2061
		SP:Iteration 1F (110682.910000 sec): 3 clusters
  Score: Raw -537335.444125 + Penalty 2772.478001 = -534562.966124
  nChanged 351
		SP:Iteration 2F (110683.010000 sec): 3 clusters
  Score: Raw -537514.700583 + Penalty 2772.478001 = -534742.222582
  nChanged 250
		SP:Iteration 3Q (110683.110000 sec): 3 clusters
  Score: Raw -537636.129985 + Penalty 2772.478001 = -534863.651985
  nChanged 191
		SP:Iteration 4Q (110683.210000 sec): 3 clusters
  Score: Raw -537722.443037 + Penalty 2772.478001 = -534949.965036
  nChanged 161
		SP:Iteration 5Q (110683.310000 sec): 3 clusters
  Score: Raw -537792.835642 + Penalty 2772.478001 = -535020.357641
  nChanged 131
		SP:Iteration 6Q (110683.410000 sec): 3 clusters
  Score: Raw -537836.161794 + Penalty 2772.478001 = -535063.683793
  nChanged 100
		SP:Iteration 7Q (110683.510000 sec): 3 clusters
  Score: Raw -537868.891779 + Penalty 2772.478001 = -535096.413778
  nChanged 80
		SP:Iteration 8Q (110683.610000 sec): 3 clusters
  Score: Raw -537893.916638 + Penalty 2772.478001 = -535121.438637
  nChanged 81
		SP:Iteration 9Q (110683.710000 sec): 3 clusters
  Score: Raw -537922.611497 + Penalty 2772.478001 = -535150.133496
  nChanged 95
		SP:Iteration 10Q (110683.810000 sec): 3 clusters
  Score: Raw -537957.574938 + Penalty 2772.478001 = -535185.096937
  nChanged 95
		SP:Iteration 11Q (110683.910000 sec): 3 clusters
  Score: Raw -537995.659525 + Penalty 2772.478001 = -535223.181524
  nChanged 110
		SP:Iteration 12Q (110684.010000 sec): 3 clusters
  Score: Raw -538035.469654 + Penalty 2772.478001 = -535262.991653
  nChanged 108
		SP:Iteration 13Q (110684.110000 sec): 3 clusters
  Score: Raw -538081.736382 + Penalty 2772.478001 = -535309.258381
  nChanged 118
		SP:Iteration 14Q (110684.210000 sec): 3 clusters
  Score: Raw -538135.569689 + Penalty 2772.478001 = -535363.091688
  nChanged 121
		SP:Iteration 15Q (110684.320000 sec): 3 clusters
  Score: Raw -538194.972353 + Penalty 2772.478001 = -535422.494352
  nChanged 118
		SP:Iteration 16Q (110684.420000 sec): 3 clusters
  Score: Raw -538252.505846 + Penalty 2772.478001 = -535480.027845
  nChanged 125
		SP:Iteration 17Q (110684.510000 sec): 3 clusters
  Score: Raw -538319.315405 + Penalty 2772.478001 = -535546.837404
  nChanged 112
		SP:Iteration 18Q (110684.610000 sec): 3 clusters
  Score: Raw -538373.249229 + Penalty 2772.478001 = -535600.771228
  nChanged 102
		SP:Iteration 19Q (110684.710000 sec): 3 clusters
  Score: Raw -538421.897661 + Penalty 2772.478001 = -535649.419660
  nChanged 90
		SP:Iteration 20F (110684.810000 sec): 3 clusters
  Score: Raw -538469.384068 + Penalty 2772.478001 = -535696.906067
  nChanged 92
		SP:Iteration 21Q (110684.910000 sec): 3 clusters
  Score: Raw -538525.017419 + Penalty 2772.478001 = -535752.539418
  nChanged 108
		SP:Iteration 22Q (110685.010000 sec): 3 clusters
  Score: Raw -538594.179107 + Penalty 2772.478001 = -535821.701106
  nChanged 93
		SP:Iteration 23Q (110685.110000 sec): 3 clusters
  Score: Raw -538652.646643 + Penalty 2772.478001 = -535880.168642
  nChanged 73
		SP:Iteration 24Q (110685.210000 sec): 3 clusters
  Score: Raw -538701.058188 + Penalty 2772.478001 = -535928.580187
  nChanged 74
		SP:Iteration 25Q (110685.300000 sec): 3 clusters
  Score: Raw -538750.509623 + Penalty 2772.478001 = -535978.031622
  nChanged 72
		SP:Iteration 26Q (110685.400000 sec): 3 clusters
  Score: Raw -538799.355609 + Penalty 2772.478001 = -536026.877608
  nChanged 60
		SP:Iteration 27Q (110685.490000 sec): 3 clusters
  Score: Raw -538836.851271 + Penalty 2772.478001 = -536064.373270
  nChanged 45
		SP:Iteration 28Q (110685.590000 sec): 3 clusters
  Score: Raw -538861.015897 + Penalty 2772.478001 = -536088.537896
  nChanged 37
		SP:Iteration 29Q (110685.690000 sec): 3 clusters
  Score: Raw -538886.357955 + Penalty 2772.478001 = -536113.879954
  nChanged 36
		SP:Iteration 30Q (110685.790000 sec): 3 clusters
  Score: Raw -538914.378677 + Penalty 2772.478001 = -536141.900676
  nChanged 29
		SP:Iteration 31Q (110685.880000 sec): 3 clusters
  Score: Raw -538935.793945 + Penalty 2772.478001 = -536163.315944
  nChanged 29
		SP:Iteration 32Q (110685.980000 sec): 3 clusters
  Score: Raw -538953.695471 + Penalty 2772.478001 = -536181.217470
  nChanged 20
		SP:Iteration 33Q (110686.080000 sec): 3 clusters
  Score: Raw -538968.201517 + Penalty 2772.478001 = -536195.723516
  nChanged 18
		SP:Iteration 34Q (110686.170000 sec): 3 clusters
  Score: Raw -538978.871679 + Penalty 2772.478001 = -536206.393678
  nChanged 14
		SP:Iteration 35Q (110686.270000 sec): 3 clusters
  Score: Raw -538987.432102 + Penalty 2772.478001 = -536214.954101
  nChanged 13
		SP:Iteration 36Q (110686.370000 sec): 3 clusters
  Score: Raw -538997.647958 + Penalty 2772.478001 = -536225.169957
  nChanged 13
		SP:Iteration 37Q (110686.460000 sec): 3 clusters
  Score: Raw -539008.066528 + Penalty 2772.478001 = -536235.588527
  nChanged 10
		SP:Iteration 38Q (110686.560000 sec): 3 clusters
  Score: Raw -539015.672732 + Penalty 2772.478001 = -536243.194731
  nChanged 5
		SP:Iteration 39Q (110686.660000 sec): 3 clusters
  Score: Raw -539019.322444 + Penalty 2772.478001 = -536246.844443
  nChanged 5
		SP:Iteration 40F (110686.750000 sec): 3 clusters
  Score: Raw -539022.979260 + Penalty 2772.478001 = -536250.501259
  nChanged 4
		SP:Iteration 41Q (110686.850000 sec): 3 clusters
  Score: Raw -539026.869014 + Penalty 2772.478001 = -536254.391013
  nChanged 2
		SP:Iteration 42Q (110686.950000 sec): 3 clusters
  Score: Raw -539027.450768 + Penalty 2772.478001 = -536254.972767
  nChanged 0
		SP:Iteration 43F (110687.050000 sec): 3 clusters
  Score: Raw -539027.450768 + Penalty 2772.478001 = -536254.972767
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110687.110000 sec): 2 clusters
  Score: Raw -346020.465820 + Penalty 1332.769781 = -344687.696039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110687.190000 sec): 3 clusters
  Score: Raw -344240.910983 + Penalty 2665.539562 = -341575.371421
  nChanged 1451
		SP:Iteration 1F (110687.270000 sec): 3 clusters
  Score: Raw -345159.289904 + Penalty 2665.539562 = -342493.750342
  nChanged 313
		SP:Iteration 2F (110687.340000 sec): 3 clusters
  Score: Raw -345405.846852 + Penalty 2665.539562 = -342740.307290
  nChanged 232
		SP:Iteration 3F (110687.410000 sec): 3 clusters
  Score: Raw -345580.559632 + Penalty 2665.539562 = -342915.020070
  nChanged 159
		SP:Iteration 4Q (110687.480000 sec): 3 clusters
  Score: Raw -345695.126749 + Penalty 2665.539562 = -343029.587187
  nChanged 131
		SP:Iteration 5Q (110687.550000 sec): 3 clusters
  Score: Raw -345766.661254 + Penalty 2665.539562 = -343101.121691
  nChanged 100
		SP:Iteration 6Q (110687.620000 sec): 3 clusters
  Score: Raw -345827.914016 + Penalty 2665.539562 = -343162.374454
  nChanged 94
		SP:Iteration 7Q (110687.690000 sec): 3 clusters
  Score: Raw -345885.771655 + Penalty 2665.539562 = -343220.232093
  nChanged 87
		SP:Iteration 8Q (110687.760000 sec): 3 clusters
  Score: Raw -345937.497165 + Penalty 2665.539562 = -343271.957603
  nChanged 90
		SP:Iteration 9Q (110687.830000 sec): 3 clusters
  Score: Raw -345990.638137 + Penalty 2665.539562 = -343325.098575
  nChanged 78
		SP:Iteration 10Q (110687.900000 sec): 3 clusters
  Score: Raw -346036.293820 + Penalty 2665.539562 = -343370.754258
  nChanged 81
		SP:Iteration 11Q (110687.970000 sec): 3 clusters
  Score: Raw -346092.946101 + Penalty 2665.539562 = -343427.406539
  nChanged 78
		SP:Iteration 12Q (110688.030000 sec): 3 clusters
  Score: Raw -346141.694820 + Penalty 2665.539562 = -343476.155258
  nChanged 70
		SP:Iteration 13Q (110688.100000 sec): 3 clusters
  Score: Raw -346180.544304 + Penalty 2665.539562 = -343515.004742
  nChanged 65
		SP:Iteration 14Q (110688.170000 sec): 3 clusters
  Score: Raw -346220.258185 + Penalty 2665.539562 = -343554.718623
  nChanged 67
		SP:Iteration 15Q (110688.240000 sec): 3 clusters
  Score: Raw -346261.883805 + Penalty 2665.539562 = -343596.344243
  nChanged 62
		SP:Iteration 16Q (110688.310000 sec): 3 clusters
  Score: Raw -346298.628834 + Penalty 2665.539562 = -343633.089272
  nChanged 50
		SP:Iteration 17Q (110688.380000 sec): 3 clusters
  Score: Raw -346328.228718 + Penalty 2665.539562 = -343662.689156
  nChanged 43
		SP:Iteration 18Q (110688.450000 sec): 3 clusters
  Score: Raw -346354.795056 + Penalty 2665.539562 = -343689.255494
  nChanged 38
		SP:Iteration 19Q (110688.520000 sec): 3 clusters
  Score: Raw -346371.786649 + Penalty 2665.539562 = -343706.247087
  nChanged 32
		SP:Iteration 20F (110688.590000 sec): 3 clusters
  Score: Raw -346388.100588 + Penalty 2665.539562 = -343722.561026
  nChanged 27
		SP:Iteration 21Q (110688.660000 sec): 3 clusters
  Score: Raw -346403.384035 + Penalty 2665.539562 = -343737.844473
  nChanged 34
		SP:Iteration 22Q (110688.730000 sec): 3 clusters
  Score: Raw -346422.057994 + Penalty 2665.539562 = -343756.518432
  nChanged 37
		SP:Iteration 23Q (110688.790000 sec): 3 clusters
  Score: Raw -346442.809837 + Penalty 2665.539562 = -343777.270275
  nChanged 34
		SP:Iteration 24Q (110688.860000 sec): 3 clusters
  Score: Raw -346457.126330 + Penalty 2665.539562 = -343791.586768
  nChanged 31
		SP:Iteration 25Q (110688.930000 sec): 3 clusters
  Score: Raw -346472.783764 + Penalty 2665.539562 = -343807.244202
  nChanged 23
		SP:Iteration 26Q (110689.000000 sec): 3 clusters
  Score: Raw -346481.366899 + Penalty 2665.539562 = -343815.827337
  nChanged 20
		SP:Iteration 27Q (110689.070000 sec): 3 clusters
  Score: Raw -346492.137648 + Penalty 2665.539562 = -343826.598086
  nChanged 20
		SP:Iteration 28Q (110689.140000 sec): 3 clusters
  Score: Raw -346503.535665 + Penalty 2665.539562 = -343837.996103
  nChanged 36
		SP:Iteration 29Q (110689.210000 sec): 3 clusters
  Score: Raw -346531.356689 + Penalty 2665.539562 = -343865.817127
  nChanged 32
		SP:Iteration 30Q (110689.280000 sec): 3 clusters
  Score: Raw -346563.119315 + Penalty 2665.539562 = -343897.579753
  nChanged 43
		SP:Iteration 31Q (110689.340000 sec): 3 clusters
  Score: Raw -346603.424585 + Penalty 2665.539562 = -343937.885023
  nChanged 50
		SP:Iteration 32Q (110689.410000 sec): 3 clusters
  Score: Raw -346647.364363 + Penalty 2665.539562 = -343981.824801
  nChanged 44
		SP:Iteration 33Q (110689.480000 sec): 3 clusters
  Score: Raw -346683.134309 + Penalty 2665.539562 = -344017.594747
  nChanged 38
		SP:Iteration 34Q (110689.540000 sec): 3 clusters
  Score: Raw -346704.379287 + Penalty 2665.539562 = -344038.839725
  nChanged 25
		SP:Iteration 35Q (110689.610000 sec): 3 clusters
  Score: Raw -346718.432487 + Penalty 2665.539562 = -344052.892925
  nChanged 11
		SP:Iteration 36Q (110689.680000 sec): 3 clusters
  Score: Raw -346723.841571 + Penalty 2665.539562 = -344058.302009
  nChanged 14
		SP:Iteration 37Q (110689.750000 sec): 3 clusters
  Score: Raw -346732.009804 + Penalty 2665.539562 = -344066.470242
  nChanged 13
		SP:Iteration 38Q (110689.820000 sec): 3 clusters
  Score: Raw -346738.601692 + Penalty 2665.539562 = -344073.062130
  nChanged 10
		SP:Iteration 39Q (110689.880000 sec): 3 clusters
  Score: Raw -346743.752725 + Penalty 2665.539562 = -344078.213163
  nChanged 9
		SP:Iteration 40F (110689.950000 sec): 3 clusters
  Score: Raw -346747.418238 + Penalty 2665.539562 = -344081.878676
  nChanged 6
		SP:Iteration 41Q (110690.020000 sec): 3 clusters
  Score: Raw -346749.764888 + Penalty 2665.539562 = -344084.225326
  nChanged 3
		SP:Iteration 42Q (110690.080000 sec): 3 clusters
  Score: Raw -346750.604493 + Penalty 2665.539562 = -344085.064931
  nChanged 4
		SP:Iteration 43Q (110690.150000 sec): 3 clusters
  Score: Raw -346751.538472 + Penalty 2665.539562 = -344085.998910
  nChanged 2
		SP:Iteration 44Q (110690.220000 sec): 3 clusters
  Score: Raw -346752.531413 + Penalty 2665.539562 = -344086.991851
  nChanged 5
		SP:Iteration 45Q (110690.290000 sec): 3 clusters
  Score: Raw -346754.203365 + Penalty 2665.539562 = -344088.663802
  nChanged 3
		SP:Iteration 46Q (110690.360000 sec): 3 clusters
  Score: Raw -346755.278881 + Penalty 2665.539562 = -344089.739319
  nChanged 2
		SP:Iteration 47Q (110690.420000 sec): 3 clusters
  Score: Raw -346756.019538 + Penalty 2665.539562 = -344090.479976
  nChanged 1
		SP:Iteration 48Q (110690.490000 sec): 3 clusters
  Score: Raw -346756.101580 + Penalty 2665.539562 = -344090.562018
  nChanged 0
		SP:Iteration 49F (110690.560000 sec): 3 clusters
  Score: Raw -346756.101580 + Penalty 2665.539562 = -344090.562018
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110690.630000 sec): 2 clusters
  Score: Raw -217687.778498 + Penalty 1255.581221 = -216432.197278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110690.670000 sec): 3 clusters
  Score: Raw -216644.581220 + Penalty 2511.162441 = -214133.418779
  nChanged 817
		SP:Iteration 1F (110690.720000 sec): 3 clusters
  Score: Raw -217169.188731 + Penalty 2511.162441 = -214658.026290
  nChanged 189
		SP:Iteration 2F (110690.760000 sec): 3 clusters
  Score: Raw -217319.003763 + Penalty 2511.162441 = -214807.841322
  nChanged 122
		SP:Iteration 3F (110690.810000 sec): 3 clusters
  Score: Raw -217421.197060 + Penalty 2511.162441 = -214910.034619
  nChanged 108
		SP:Iteration 4Q (110690.860000 sec): 3 clusters
  Score: Raw -217527.182744 + Penalty 2511.162441 = -215016.020303
  nChanged 100
		SP:Iteration 5Q (110690.900000 sec): 3 clusters
  Score: Raw -217636.457172 + Penalty 2511.162441 = -215125.294730
  nChanged 103
		SP:Iteration 6Q (110690.940000 sec): 3 clusters
  Score: Raw -217758.996620 + Penalty 2511.162441 = -215247.834179
  nChanged 80
		SP:Iteration 7Q (110690.990000 sec): 3 clusters
  Score: Raw -217837.871751 + Penalty 2511.162441 = -215326.709310
  nChanged 72
		SP:Iteration 8Q (110691.030000 sec): 3 clusters
  Score: Raw -217899.799822 + Penalty 2511.162441 = -215388.637381
  nChanged 61
		SP:Iteration 9Q (110691.080000 sec): 3 clusters
  Score: Raw -217951.684832 + Penalty 2511.162441 = -215440.522391
  nChanged 51
		SP:Iteration 10Q (110691.120000 sec): 3 clusters
  Score: Raw -218006.239112 + Penalty 2511.162441 = -215495.076671
  nChanged 46
		SP:Iteration 11Q (110691.160000 sec): 3 clusters
  Score: Raw -218047.748752 + Penalty 2511.162441 = -215536.586311
  nChanged 43
		SP:Iteration 12Q (110691.210000 sec): 3 clusters
  Score: Raw -218080.865498 + Penalty 2511.162441 = -215569.703057
  nChanged 32
		SP:Iteration 13Q (110691.250000 sec): 3 clusters
  Score: Raw -218102.640822 + Penalty 2511.162441 = -215591.478381
  nChanged 30
		SP:Iteration 14Q (110691.300000 sec): 3 clusters
  Score: Raw -218121.119426 + Penalty 2511.162441 = -215609.956985
  nChanged 23
		SP:Iteration 15Q (110691.340000 sec): 3 clusters
  Score: Raw -218139.815024 + Penalty 2511.162441 = -215628.652583
  nChanged 23
		SP:Iteration 16Q (110691.380000 sec): 3 clusters
  Score: Raw -218151.881133 + Penalty 2511.162441 = -215640.718691
  nChanged 19
		SP:Iteration 17Q (110691.420000 sec): 3 clusters
  Score: Raw -218161.598474 + Penalty 2511.162441 = -215650.436033
  nChanged 17
		SP:Iteration 18Q (110691.470000 sec): 3 clusters
  Score: Raw -218168.207261 + Penalty 2511.162441 = -215657.044820
  nChanged 7
		SP:Iteration 19Q (110691.510000 sec): 3 clusters
  Score: Raw -218172.545329 + Penalty 2511.162441 = -215661.382887
  nChanged 8
		SP:Iteration 20F (110691.550000 sec): 3 clusters
  Score: Raw -218175.459234 + Penalty 2511.162441 = -215664.296793
  nChanged 9
		SP:Iteration 21Q (110691.600000 sec): 3 clusters
  Score: Raw -218179.053828 + Penalty 2511.162441 = -215667.891387
  nChanged 5
		SP:Iteration 22Q (110691.640000 sec): 3 clusters
  Score: Raw -218180.653232 + Penalty 2511.162441 = -215669.490790
  nChanged 4
		SP:Iteration 23Q (110691.680000 sec): 3 clusters
  Score: Raw -218182.093409 + Penalty 2511.162441 = -215670.930968
  nChanged 2
		SP:Iteration 24Q (110691.720000 sec): 3 clusters
  Score: Raw -218183.611904 + Penalty 2511.162441 = -215672.449463
  nChanged 5
		SP:Iteration 25Q (110691.770000 sec): 3 clusters
  Score: Raw -218186.029832 + Penalty 2511.162441 = -215674.867390
  nChanged 3
		SP:Iteration 26Q (110691.810000 sec): 3 clusters
  Score: Raw -218188.426868 + Penalty 2511.162441 = -215677.264427
  nChanged 3
		SP:Iteration 27Q (110691.860000 sec): 3 clusters
  Score: Raw -218189.892449 + Penalty 2511.162441 = -215678.730008
  nChanged 2
		SP:Iteration 28Q (110691.900000 sec): 3 clusters
  Score: Raw -218191.066216 + Penalty 2511.162441 = -215679.903775
  nChanged 3
		SP:Iteration 29Q (110691.940000 sec): 3 clusters
  Score: Raw -218191.521897 + Penalty 2511.162441 = -215680.359456
  nChanged 0
		SP:Iteration 30F (110691.980000 sec): 3 clusters
  Score: Raw -218191.521897 + Penalty 2511.162441 = -215680.359456
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110692.090000 sec): 2 clusters
  Score: Raw -704264.343904 + Penalty 1446.626923 = -702817.716981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110692.240000 sec): 3 clusters
  Score: Raw -700283.853907 + Penalty 2893.253847 = -697390.600060
  nChanged 3099
		SP:Iteration 1F (110692.360000 sec): 3 clusters
  Score: Raw -702079.548079 + Penalty 2893.253847 = -699186.294232
  nChanged 525
		SP:Iteration 2F (110692.490000 sec): 3 clusters
  Score: Raw -702381.149581 + Penalty 2893.253847 = -699487.895735
  nChanged 463
		SP:Iteration 3F (110692.610000 sec): 3 clusters
  Score: Raw -702679.861587 + Penalty 2893.253847 = -699786.607740
  nChanged 427
		SP:Iteration 4F (110692.730000 sec): 3 clusters
  Score: Raw -703007.822055 + Penalty 2893.253847 = -700114.568209
  nChanged 429
		SP:Iteration 5F (110692.850000 sec): 3 clusters
  Score: Raw -703360.503230 + Penalty 2893.253847 = -700467.249383
  nChanged 401
		SP:Iteration 6F (110692.980000 sec): 3 clusters
  Score: Raw -703703.497804 + Penalty 2893.253847 = -700810.243957
  nChanged 366
		SP:Iteration 7Q (110693.100000 sec): 3 clusters
  Score: Raw -703993.254509 + Penalty 2893.253847 = -701100.000662
  nChanged 288
		SP:Iteration 8Q (110693.220000 sec): 3 clusters
  Score: Raw -704211.792938 + Penalty 2893.253847 = -701318.539091
  nChanged 212
		SP:Iteration 9Q (110693.350000 sec): 3 clusters
  Score: Raw -704343.942849 + Penalty 2893.253847 = -701450.689002
  nChanged 144
		SP:Iteration 10Q (110693.470000 sec): 3 clusters
  Score: Raw -704423.306395 + Penalty 2893.253847 = -701530.052548
  nChanged 110
		SP:Iteration 11Q (110693.600000 sec): 3 clusters
  Score: Raw -704474.790649 + Penalty 2893.253847 = -701581.536802
  nChanged 91
		SP:Iteration 12Q (110693.720000 sec): 3 clusters
  Score: Raw -704519.181192 + Penalty 2893.253847 = -701625.927345
  nChanged 80
		SP:Iteration 13Q (110693.840000 sec): 3 clusters
  Score: Raw -704560.176954 + Penalty 2893.253847 = -701666.923108
  nChanged 67
		SP:Iteration 14Q (110693.970000 sec): 3 clusters
  Score: Raw -704588.153466 + Penalty 2893.253847 = -701694.899619
  nChanged 62
		SP:Iteration 15Q (110694.100000 sec): 3 clusters
  Score: Raw -704615.107791 + Penalty 2893.253847 = -701721.853945
  nChanged 52
		SP:Iteration 16Q (110694.240000 sec): 3 clusters
  Score: Raw -704635.913859 + Penalty 2893.253847 = -701742.660012
  nChanged 37
		SP:Iteration 17Q (110694.370000 sec): 3 clusters
  Score: Raw -704649.291242 + Penalty 2893.253847 = -701756.037395
  nChanged 46
		SP:Iteration 18Q (110694.500000 sec): 3 clusters
  Score: Raw -704665.945963 + Penalty 2893.253847 = -701772.692116
  nChanged 34
		SP:Iteration 19Q (110694.620000 sec): 3 clusters
  Score: Raw -704678.355968 + Penalty 2893.253847 = -701785.102121
  nChanged 29
		SP:Iteration 20F (110694.740000 sec): 3 clusters
  Score: Raw -704688.422801 + Penalty 2893.253847 = -701795.168955
  nChanged 30
		SP:Iteration 21Q (110694.870000 sec): 3 clusters
  Score: Raw -704695.838496 + Penalty 2893.253847 = -701802.584650
  nChanged 23
		SP:Iteration 22Q (110694.990000 sec): 3 clusters
  Score: Raw -704701.842566 + Penalty 2893.253847 = -701808.588719
  nChanged 17
		SP:Iteration 23Q (110695.110000 sec): 3 clusters
  Score: Raw -704706.406485 + Penalty 2893.253847 = -701813.152638
  nChanged 19
		SP:Iteration 24Q (110695.240000 sec): 3 clusters
  Score: Raw -704713.245421 + Penalty 2893.253847 = -701819.991574
  nChanged 27
		SP:Iteration 25Q (110695.360000 sec): 3 clusters
  Score: Raw -704722.295416 + Penalty 2893.253847 = -701829.041569
  nChanged 25
		SP:Iteration 26Q (110695.490000 sec): 3 clusters
  Score: Raw -704728.680642 + Penalty 2893.253847 = -701835.426795
  nChanged 19
		SP:Iteration 27Q (110695.620000 sec): 3 clusters
  Score: Raw -704734.320368 + Penalty 2893.253847 = -701841.066521
  nChanged 19
		SP:Iteration 28Q (110695.750000 sec): 3 clusters
  Score: Raw -704739.021101 + Penalty 2893.253847 = -701845.767255
  nChanged 14
		SP:Iteration 29Q (110695.880000 sec): 3 clusters
  Score: Raw -704743.268628 + Penalty 2893.253847 = -701850.014782
  nChanged 9
		SP:Iteration 30Q (110696.010000 sec): 3 clusters
  Score: Raw -704746.569458 + Penalty 2893.253847 = -701853.315611
  nChanged 10
		SP:Iteration 31Q (110696.140000 sec): 3 clusters
  Score: Raw -704748.966484 + Penalty 2893.253847 = -701855.712637
  nChanged 7
		SP:Iteration 32Q (110696.270000 sec): 3 clusters
  Score: Raw -704750.366341 + Penalty 2893.253847 = -701857.112494
  nChanged 5
		SP:Iteration 33Q (110696.400000 sec): 3 clusters
  Score: Raw -704751.226565 + Penalty 2893.253847 = -701857.972718
  nChanged 1
		SP:Iteration 34Q (110696.530000 sec): 3 clusters
  Score: Raw -704751.380506 + Penalty 2893.253847 = -701858.126660
  nChanged 2
		SP:Iteration 35Q (110696.660000 sec): 3 clusters
  Score: Raw -704751.848824 + Penalty 2893.253847 = -701858.594978
  nChanged 3
		SP:Iteration 36Q (110696.790000 sec): 3 clusters
  Score: Raw -704752.180388 + Penalty 2893.253847 = -701858.926541
  nChanged 2
		SP:Iteration 37Q (110696.920000 sec): 3 clusters
  Score: Raw -704752.520537 + Penalty 2893.253847 = -701859.266690
  nChanged 3
		SP:Iteration 38Q (110697.050000 sec): 3 clusters
  Score: Raw -704752.960020 + Penalty 2893.253847 = -701859.706173
  nChanged 1
		SP:Iteration 39Q (110697.180000 sec): 3 clusters
  Score: Raw -704753.131769 + Penalty 2893.253847 = -701859.877922
  nChanged 0
		SP:Iteration 40F (110697.320000 sec): 3 clusters
  Score: Raw -704753.131769 + Penalty 2893.253847 = -701859.877922
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110697.510000 sec): 2 clusters
  Score: Raw -1706644.054450 + Penalty 1570.279981 = -1705073.774469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110697.800000 sec): 3 clusters
  Score: Raw -1697285.845310 + Penalty 3140.559962 = -1694145.285348
  nChanged 7075
		SP:Iteration 1F (110698.030000 sec): 3 clusters
  Score: Raw -1701125.032992 + Penalty 3140.559962 = -1697984.473030
  nChanged 780
		SP:Iteration 2Q (110698.230000 sec): 3 clusters
  Score: Raw -1701398.991841 + Penalty 3140.559962 = -1698258.431879
  nChanged 693
		SP:Iteration 3Q (110698.430000 sec): 3 clusters
  Score: Raw -1701669.624894 + Penalty 3140.559962 = -1698529.064932
  nChanged 748
		SP:Iteration 4Q (110698.640000 sec): 3 clusters
  Score: Raw -1701995.057441 + Penalty 3140.559962 = -1698854.497479
  nChanged 798
		SP:Iteration 5F (110698.900000 sec): 3 clusters
  Score: Raw -1702408.612276 + Penalty 3140.559962 = -1699268.052314
  nChanged 912
		SP:Iteration 6F (110699.100000 sec): 3 clusters
  Score: Raw -1702969.113960 + Penalty 3140.559962 = -1699828.553998
  nChanged 1013
		SP:Iteration 7F (110699.300000 sec): 3 clusters
  Score: Raw -1703658.184438 + Penalty 3140.559962 = -1700517.624477
  nChanged 974
		SP:Iteration 8F (110699.490000 sec): 3 clusters
  Score: Raw -1704346.626386 + Penalty 3140.559962 = -1701206.066424
  nChanged 901
		SP:Iteration 9F (110699.690000 sec): 3 clusters
  Score: Raw -1705054.121263 + Penalty 3140.559962 = -1701913.561301
  nChanged 727
		SP:Iteration 10Q (110699.900000 sec): 3 clusters
  Score: Raw -1705646.226022 + Penalty 3140.559962 = -1702505.666060
  nChanged 525
		SP:Iteration 11Q (110700.100000 sec): 3 clusters
  Score: Raw -1706079.136219 + Penalty 3140.559962 = -1702938.576257
  nChanged 385
		SP:Iteration 12Q (110700.370000 sec): 3 clusters
  Score: Raw -1706463.195568 + Penalty 3140.559962 = -1703322.635606
  nChanged 231
		SP:Iteration 13Q (110700.580000 sec): 3 clusters
  Score: Raw -1706726.012765 + Penalty 3140.559962 = -1703585.452803
  nChanged 144
		SP:Iteration 14Q (110700.780000 sec): 3 clusters
  Score: Raw -1706880.952632 + Penalty 3140.559962 = -1703740.392670
  nChanged 91
		SP:Iteration 15Q (110700.960000 sec): 3 clusters
  Score: Raw -1706962.474774 + Penalty 3140.559962 = -1703821.914812
  nChanged 66
		SP:Iteration 16Q (110701.160000 sec): 3 clusters
  Score: Raw -1707009.787129 + Penalty 3140.559962 = -1703869.227167
  nChanged 44
		SP:Iteration 17Q (110701.350000 sec): 3 clusters
  Score: Raw -1707039.343590 + Penalty 3140.559962 = -1703898.783628
  nChanged 37
		SP:Iteration 18Q (110701.550000 sec): 3 clusters
  Score: Raw -1707058.243306 + Penalty 3140.559962 = -1703917.683344
  nChanged 23
		SP:Iteration 19Q (110701.740000 sec): 3 clusters
  Score: Raw -1707071.125329 + Penalty 3140.559962 = -1703930.565367
  nChanged 18
		SP:Iteration 20F (110701.950000 sec): 3 clusters
  Score: Raw -1707078.218821 + Penalty 3140.559962 = -1703937.658859
  nChanged 15
		SP:Iteration 21Q (110702.140000 sec): 3 clusters
  Score: Raw -1707084.321896 + Penalty 3140.559962 = -1703943.761934
  nChanged 10
		SP:Iteration 22Q (110702.320000 sec): 3 clusters
  Score: Raw -1707089.190597 + Penalty 3140.559962 = -1703948.630635
  nChanged 10
		SP:Iteration 23Q (110702.520000 sec): 3 clusters
  Score: Raw -1707092.686347 + Penalty 3140.559962 = -1703952.126385
  nChanged 11
		SP:Iteration 24Q (110702.710000 sec): 3 clusters
  Score: Raw -1707095.718251 + Penalty 3140.559962 = -1703955.158289
  nChanged 6
		SP:Iteration 25Q (110702.910000 sec): 3 clusters
  Score: Raw -1707097.213777 + Penalty 3140.559962 = -1703956.653815
  nChanged 5
		SP:Iteration 26Q (110703.100000 sec): 3 clusters
  Score: Raw -1707099.160359 + Penalty 3140.559962 = -1703958.600397
  nChanged 3
		SP:Iteration 27Q (110703.300000 sec): 3 clusters
  Score: Raw -1707099.736030 + Penalty 3140.559962 = -1703959.176068
  nChanged 0
		SP:Iteration 28F (110703.510000 sec): 3 clusters
  Score: Raw -1707099.736030 + Penalty 3140.559962 = -1703959.176068
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110703.570000 sec): 2 clusters
  Score: Raw -282553.467887 + Penalty 1280.569281 = -281272.898606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110703.630000 sec): 3 clusters
  Score: Raw -281339.053299 + Penalty 2561.138562 = -278777.914737
  nChanged 984
		SP:Iteration 1F (110703.680000 sec): 3 clusters
  Score: Raw -281901.893412 + Penalty 2561.138562 = -279340.754850
  nChanged 200
		SP:Iteration 2F (110703.730000 sec): 3 clusters
  Score: Raw -282028.237887 + Penalty 2561.138562 = -279467.099325
  nChanged 141
		SP:Iteration 3F (110703.780000 sec): 3 clusters
  Score: Raw -282113.839822 + Penalty 2561.138562 = -279552.701260
  nChanged 101
		SP:Iteration 4Q (110703.830000 sec): 3 clusters
  Score: Raw -282174.804944 + Penalty 2561.138562 = -279613.666383
  nChanged 85
		SP:Iteration 5Q (110703.880000 sec): 3 clusters
  Score: Raw -282228.643717 + Penalty 2561.138562 = -279667.505155
  nChanged 80
		SP:Iteration 6Q (110703.940000 sec): 3 clusters
  Score: Raw -282275.694953 + Penalty 2561.138562 = -279714.556391
  nChanged 71
		SP:Iteration 7Q (110703.980000 sec): 3 clusters
  Score: Raw -282313.977206 + Penalty 2561.138562 = -279752.838645
  nChanged 71
		SP:Iteration 8Q (110704.040000 sec): 3 clusters
  Score: Raw -282348.428279 + Penalty 2561.138562 = -279787.289717
  nChanged 59
		SP:Iteration 9Q (110704.090000 sec): 3 clusters
  Score: Raw -282380.428723 + Penalty 2561.138562 = -279819.290161
  nChanged 53
		SP:Iteration 10Q (110704.140000 sec): 3 clusters
  Score: Raw -282410.554151 + Penalty 2561.138562 = -279849.415589
  nChanged 52
		SP:Iteration 11Q (110704.190000 sec): 3 clusters
  Score: Raw -282435.377352 + Penalty 2561.138562 = -279874.238790
  nChanged 51
		SP:Iteration 12Q (110704.240000 sec): 3 clusters
  Score: Raw -282462.607609 + Penalty 2561.138562 = -279901.469047
  nChanged 39
		SP:Iteration 13Q (110704.290000 sec): 3 clusters
  Score: Raw -282484.702854 + Penalty 2561.138562 = -279923.564292
  nChanged 35
		SP:Iteration 14Q (110704.340000 sec): 3 clusters
  Score: Raw -282500.642115 + Penalty 2561.138562 = -279939.503553
  nChanged 27
		SP:Iteration 15Q (110704.400000 sec): 3 clusters
  Score: Raw -282515.097157 + Penalty 2561.138562 = -279953.958595
  nChanged 27
		SP:Iteration 16Q (110704.450000 sec): 3 clusters
  Score: Raw -282528.391591 + Penalty 2561.138562 = -279967.253029
  nChanged 31
		SP:Iteration 17Q (110704.500000 sec): 3 clusters
  Score: Raw -282545.313829 + Penalty 2561.138562 = -279984.175267
  nChanged 23
		SP:Iteration 18Q (110704.550000 sec): 3 clusters
  Score: Raw -282557.896331 + Penalty 2561.138562 = -279996.757770
  nChanged 21
		SP:Iteration 19Q (110704.600000 sec): 3 clusters
  Score: Raw -282572.629770 + Penalty 2561.138562 = -280011.491208
  nChanged 20
		SP:Iteration 20F (110704.650000 sec): 3 clusters
  Score: Raw -282582.429714 + Penalty 2561.138562 = -280021.291152
  nChanged 14
		SP:Iteration 21Q (110704.700000 sec): 3 clusters
  Score: Raw -282590.460770 + Penalty 2561.138562 = -280029.322208
  nChanged 15
		SP:Iteration 22Q (110704.760000 sec): 3 clusters
  Score: Raw -282598.701164 + Penalty 2561.138562 = -280037.562602
  nChanged 16
		SP:Iteration 23Q (110704.810000 sec): 3 clusters
  Score: Raw -282605.005136 + Penalty 2561.138562 = -280043.866574
  nChanged 13
		SP:Iteration 24Q (110704.860000 sec): 3 clusters
  Score: Raw -282611.395685 + Penalty 2561.138562 = -280050.257123
  nChanged 9
		SP:Iteration 25Q (110704.910000 sec): 3 clusters
  Score: Raw -282615.972972 + Penalty 2561.138562 = -280054.834410
  nChanged 12
		SP:Iteration 26Q (110704.960000 sec): 3 clusters
  Score: Raw -282623.619673 + Penalty 2561.138562 = -280062.481111
  nChanged 13
		SP:Iteration 27Q (110705.010000 sec): 3 clusters
  Score: Raw -282629.913560 + Penalty 2561.138562 = -280068.774998
  nChanged 12
		SP:Iteration 28Q (110705.060000 sec): 3 clusters
  Score: Raw -282636.030202 + Penalty 2561.138562 = -280074.891641
  nChanged 9
		SP:Iteration 29Q (110705.120000 sec): 3 clusters
  Score: Raw -282641.753477 + Penalty 2561.138562 = -280080.614916
  nChanged 7
		SP:Iteration 30Q (110705.160000 sec): 3 clusters
  Score: Raw -282644.815182 + Penalty 2561.138562 = -280083.676620
  nChanged 9
		SP:Iteration 31Q (110705.220000 sec): 3 clusters
  Score: Raw -282649.860937 + Penalty 2561.138562 = -280088.722375
  nChanged 4
		SP:Iteration 32Q (110705.270000 sec): 3 clusters
  Score: Raw -282651.046854 + Penalty 2561.138562 = -280089.908293
  nChanged 2
		SP:Iteration 33Q (110705.320000 sec): 3 clusters
  Score: Raw -282651.646340 + Penalty 2561.138562 = -280090.507778
  nChanged 0
		SP:Iteration 34F (110705.370000 sec): 3 clusters
  Score: Raw -282651.646340 + Penalty 2561.138562 = -280090.507778
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110705.440000 sec): 2 clusters
  Score: Raw -391346.576484 + Penalty 1336.252215 = -390010.324269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110705.520000 sec): 3 clusters
  Score: Raw -389516.157252 + Penalty 2672.504429 = -386843.652823
  nChanged 1421
		SP:Iteration 1F (110705.600000 sec): 3 clusters
  Score: Raw -390306.460871 + Penalty 2672.504429 = -387633.956441
  nChanged 261
		SP:Iteration 2F (110705.670000 sec): 3 clusters
  Score: Raw -390459.462446 + Penalty 2672.504429 = -387786.958017
  nChanged 203
		SP:Iteration 3F (110705.740000 sec): 3 clusters
  Score: Raw -390562.672025 + Penalty 2672.504429 = -387890.167596
  nChanged 134
		SP:Iteration 4Q (110705.810000 sec): 3 clusters
  Score: Raw -390621.501579 + Penalty 2672.504429 = -387948.997150
  nChanged 92
		SP:Iteration 5Q (110705.880000 sec): 3 clusters
  Score: Raw -390662.938989 + Penalty 2672.504429 = -387990.434560
  nChanged 91
		SP:Iteration 6Q (110705.950000 sec): 3 clusters
  Score: Raw -390697.635912 + Penalty 2672.504429 = -388025.131483
  nChanged 57
		SP:Iteration 7Q (110706.020000 sec): 3 clusters
  Score: Raw -390720.134324 + Penalty 2672.504429 = -388047.629895
  nChanged 58
		SP:Iteration 8Q (110706.100000 sec): 3 clusters
  Score: Raw -390744.291206 + Penalty 2672.504429 = -388071.786777
  nChanged 69
		SP:Iteration 9Q (110706.170000 sec): 3 clusters
  Score: Raw -390769.152986 + Penalty 2672.504429 = -388096.648557
  nChanged 50
		SP:Iteration 10Q (110706.240000 sec): 3 clusters
  Score: Raw -390787.295702 + Penalty 2672.504429 = -388114.791273
  nChanged 43
		SP:Iteration 11Q (110706.310000 sec): 3 clusters
  Score: Raw -390803.527861 + Penalty 2672.504429 = -388131.023432
  nChanged 33
		SP:Iteration 12Q (110706.380000 sec): 3 clusters
  Score: Raw -390814.960468 + Penalty 2672.504429 = -388142.456039
  nChanged 44
		SP:Iteration 13Q (110706.450000 sec): 3 clusters
  Score: Raw -390830.570146 + Penalty 2672.504429 = -388158.065717
  nChanged 46
		SP:Iteration 14Q (110706.520000 sec): 3 clusters
  Score: Raw -390847.150043 + Penalty 2672.504429 = -388174.645614
  nChanged 38
		SP:Iteration 15Q (110706.600000 sec): 3 clusters
  Score: Raw -390859.498344 + Penalty 2672.504429 = -388186.993914
  nChanged 38
		SP:Iteration 16Q (110706.670000 sec): 3 clusters
  Score: Raw -390873.447085 + Penalty 2672.504429 = -388200.942656
  nChanged 39
		SP:Iteration 17Q (110706.740000 sec): 3 clusters
  Score: Raw -390888.580288 + Penalty 2672.504429 = -388216.075859
  nChanged 53
		SP:Iteration 18Q (110706.810000 sec): 3 clusters
  Score: Raw -390909.021033 + Penalty 2672.504429 = -388236.516604
  nChanged 46
		SP:Iteration 19Q (110706.880000 sec): 3 clusters
  Score: Raw -390923.934239 + Penalty 2672.504429 = -388251.429810
  nChanged 34
		SP:Iteration 20F (110706.960000 sec): 3 clusters
  Score: Raw -390937.492560 + Penalty 2672.504429 = -388264.988131
  nChanged 35
		SP:Iteration 21Q (110707.030000 sec): 3 clusters
  Score: Raw -390950.328777 + Penalty 2672.504429 = -388277.824348
  nChanged 36
		SP:Iteration 22Q (110707.100000 sec): 3 clusters
  Score: Raw -390965.583630 + Penalty 2672.504429 = -388293.079201
  nChanged 35
		SP:Iteration 23Q (110707.170000 sec): 3 clusters
  Score: Raw -390980.475932 + Penalty 2672.504429 = -388307.971503
  nChanged 34
		SP:Iteration 24Q (110707.240000 sec): 3 clusters
  Score: Raw -390996.083550 + Penalty 2672.504429 = -388323.579121
  nChanged 34
		SP:Iteration 25Q (110707.310000 sec): 3 clusters
  Score: Raw -391009.673250 + Penalty 2672.504429 = -388337.168821
  nChanged 34
		SP:Iteration 26Q (110707.380000 sec): 3 clusters
  Score: Raw -391021.362729 + Penalty 2672.504429 = -388348.858300
  nChanged 26
		SP:Iteration 27Q (110707.460000 sec): 3 clusters
  Score: Raw -391031.540413 + Penalty 2672.504429 = -388359.035984
  nChanged 23
		SP:Iteration 28Q (110707.530000 sec): 3 clusters
  Score: Raw -391040.263729 + Penalty 2672.504429 = -388367.759299
  nChanged 21
		SP:Iteration 29Q (110707.600000 sec): 3 clusters
  Score: Raw -391047.838279 + Penalty 2672.504429 = -388375.333850
  nChanged 25
		SP:Iteration 30Q (110707.670000 sec): 3 clusters
  Score: Raw -391055.456382 + Penalty 2672.504429 = -388382.951952
  nChanged 20
		SP:Iteration 31Q (110707.740000 sec): 3 clusters
  Score: Raw -391062.942924 + Penalty 2672.504429 = -388390.438495
  nChanged 24
		SP:Iteration 32Q (110707.810000 sec): 3 clusters
  Score: Raw -391073.475939 + Penalty 2672.504429 = -388400.971510
  nChanged 25
		SP:Iteration 33Q (110707.880000 sec): 3 clusters
  Score: Raw -391083.017366 + Penalty 2672.504429 = -388410.512937
  nChanged 20
		SP:Iteration 34Q (110707.950000 sec): 3 clusters
  Score: Raw -391092.305037 + Penalty 2672.504429 = -388419.800608
  nChanged 19
		SP:Iteration 35Q (110708.020000 sec): 3 clusters
  Score: Raw -391099.245034 + Penalty 2672.504429 = -388426.740605
  nChanged 13
		SP:Iteration 36Q (110708.100000 sec): 3 clusters
  Score: Raw -391104.258832 + Penalty 2672.504429 = -388431.754403
  nChanged 18
		SP:Iteration 37Q (110708.160000 sec): 3 clusters
  Score: Raw -391109.781210 + Penalty 2672.504429 = -388437.276781
  nChanged 9
		SP:Iteration 38Q (110708.240000 sec): 3 clusters
  Score: Raw -391112.821494 + Penalty 2672.504429 = -388440.317065
  nChanged 16
		SP:Iteration 39Q (110708.300000 sec): 3 clusters
  Score: Raw -391119.645542 + Penalty 2672.504429 = -388447.141113
  nChanged 16
		SP:Iteration 40F (110708.380000 sec): 3 clusters
  Score: Raw -391126.455195 + Penalty 2672.504429 = -388453.950766
  nChanged 22
		SP:Iteration 41Q (110708.450000 sec): 3 clusters
  Score: Raw -391134.563399 + Penalty 2672.504429 = -388462.058970
  nChanged 24
		SP:Iteration 42Q (110708.520000 sec): 3 clusters
  Score: Raw -391140.440639 + Penalty 2672.504429 = -388467.936210
  nChanged 16
		SP:Iteration 43Q (110708.590000 sec): 3 clusters
  Score: Raw -391146.427913 + Penalty 2672.504429 = -388473.923484
  nChanged 19
		SP:Iteration 44Q (110708.660000 sec): 3 clusters
  Score: Raw -391153.782550 + Penalty 2672.504429 = -388481.278121
  nChanged 22
		SP:Iteration 45Q (110708.730000 sec): 3 clusters
  Score: Raw -391161.858383 + Penalty 2672.504429 = -388489.353954
  nChanged 23
		SP:Iteration 46Q (110708.800000 sec): 3 clusters
  Score: Raw -391171.656130 + Penalty 2672.504429 = -388499.151701
  nChanged 20
		SP:Iteration 47Q (110708.870000 sec): 3 clusters
  Score: Raw -391180.613422 + Penalty 2672.504429 = -388508.108993
  nChanged 24
		SP:Iteration 48Q (110708.940000 sec): 3 clusters
  Score: Raw -391190.269784 + Penalty 2672.504429 = -388517.765355
  nChanged 16
		SP:Iteration 49Q (110709.010000 sec): 3 clusters
  Score: Raw -391195.603971 + Penalty 2672.504429 = -388523.099542
  nChanged 14
		SP:Iteration 50Q (110709.080000 sec): 3 clusters
  Score: Raw -391200.304208 + Penalty 2672.504429 = -388527.799779
  nChanged 17
		SP:Iteration 51Q (110709.150000 sec): 3 clusters
  Score: Raw -391206.621928 + Penalty 2672.504429 = -388534.117499
  nChanged 10
		SP:Iteration 52Q (110709.220000 sec): 3 clusters
  Score: Raw -391210.411195 + Penalty 2672.504429 = -388537.906766
  nChanged 14
		SP:Iteration 53Q (110709.290000 sec): 3 clusters
  Score: Raw -391216.657569 + Penalty 2672.504429 = -388544.153140
  nChanged 11
		SP:Iteration 54Q (110709.360000 sec): 3 clusters
  Score: Raw -391222.747775 + Penalty 2672.504429 = -388550.243346
  nChanged 17
		SP:Iteration 55Q (110709.430000 sec): 3 clusters
  Score: Raw -391232.433915 + Penalty 2672.504429 = -388559.929486
  nChanged 19
		SP:Iteration 56Q (110709.500000 sec): 3 clusters
  Score: Raw -391242.858977 + Penalty 2672.504429 = -388570.354548
  nChanged 23
		SP:Iteration 57Q (110709.570000 sec): 3 clusters
  Score: Raw -391253.783212 + Penalty 2672.504429 = -388581.278783
  nChanged 22
		SP:Iteration 58Q (110709.640000 sec): 3 clusters
  Score: Raw -391264.860091 + Penalty 2672.504429 = -388592.355662
  nChanged 23
		SP:Iteration 59Q (110709.710000 sec): 3 clusters
  Score: Raw -391275.763139 + Penalty 2672.504429 = -388603.258710
  nChanged 26
		SP:Iteration 60F (110709.780000 sec): 3 clusters
  Score: Raw -391289.604541 + Penalty 2672.504429 = -388617.100112
  nChanged 24
		SP:Iteration 61Q (110709.850000 sec): 3 clusters
  Score: Raw -391300.056629 + Penalty 2672.504429 = -388627.552200
  nChanged 19
		SP:Iteration 62Q (110709.920000 sec): 3 clusters
  Score: Raw -391309.393449 + Penalty 2672.504429 = -388636.889020
  nChanged 19
		SP:Iteration 63Q (110709.990000 sec): 3 clusters
  Score: Raw -391319.888386 + Penalty 2672.504429 = -388647.383957
  nChanged 21
		SP:Iteration 64Q (110710.060000 sec): 3 clusters
  Score: Raw -391333.704906 + Penalty 2672.504429 = -388661.200476
  nChanged 18
		SP:Iteration 65Q (110710.120000 sec): 3 clusters
  Score: Raw -391346.904205 + Penalty 2672.504429 = -388674.399776
  nChanged 23
		SP:Iteration 66Q (110710.190000 sec): 3 clusters
  Score: Raw -391359.311784 + Penalty 2672.504429 = -388686.807355
  nChanged 13
		SP:Iteration 67Q (110710.260000 sec): 3 clusters
  Score: Raw -391366.244586 + Penalty 2672.504429 = -388693.740157
  nChanged 9
		SP:Iteration 68Q (110710.330000 sec): 3 clusters
  Score: Raw -391372.370426 + Penalty 2672.504429 = -388699.865997
  nChanged 16
		SP:Iteration 69Q (110710.400000 sec): 3 clusters
  Score: Raw -391380.625275 + Penalty 2672.504429 = -388708.120846
  nChanged 14
		SP:Iteration 70Q (110710.470000 sec): 3 clusters
  Score: Raw -391389.364543 + Penalty 2672.504429 = -388716.860114
  nChanged 16
		SP:Iteration 71Q (110710.540000 sec): 3 clusters
  Score: Raw -391400.127777 + Penalty 2672.504429 = -388727.623347
  nChanged 10
		SP:Iteration 72Q (110710.600000 sec): 3 clusters
  Score: Raw -391405.732866 + Penalty 2672.504429 = -388733.228437
  nChanged 10
		SP:Iteration 73Q (110710.670000 sec): 3 clusters
  Score: Raw -391410.787146 + Penalty 2672.504429 = -388738.282717
  nChanged 6
		SP:Iteration 74Q (110710.740000 sec): 3 clusters
  Score: Raw -391412.426141 + Penalty 2672.504429 = -388739.921711
  nChanged 5
		SP:Iteration 75Q (110710.810000 sec): 3 clusters
  Score: Raw -391414.331942 + Penalty 2672.504429 = -388741.827513
  nChanged 1
		SP:Iteration 76Q (110710.880000 sec): 3 clusters
  Score: Raw -391414.818828 + Penalty 2672.504429 = -388742.314399
  nChanged 1
		SP:Iteration 77Q (110710.940000 sec): 3 clusters
  Score: Raw -391414.973465 + Penalty 2672.504429 = -388742.469036
  nChanged 1
		SP:Iteration 78Q (110711.010000 sec): 3 clusters
  Score: Raw -391415.475033 + Penalty 2672.504429 = -388742.970604
  nChanged 0
		SP:Iteration 79F (110711.080000 sec): 3 clusters
  Score: Raw -391415.475033 + Penalty 2672.504429 = -388742.970604
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110711.140000 sec): 2 clusters
  Score: Raw -139103.465012 + Penalty 1169.339799 = -137934.125213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110711.170000 sec): 3 clusters
  Score: Raw -138622.589951 + Penalty 2338.679599 = -136283.910353
  nChanged 386
		SP:Iteration 1F (110711.190000 sec): 3 clusters
  Score: Raw -138885.055702 + Penalty 2338.679599 = -136546.376104
  nChanged 106
		SP:Iteration 2F (110711.220000 sec): 3 clusters
  Score: Raw -138985.612808 + Penalty 2338.679599 = -136646.933209
  nChanged 69
		SP:Iteration 3F (110711.240000 sec): 3 clusters
  Score: Raw -139042.269551 + Penalty 2338.679599 = -136703.589952
  nChanged 40
		SP:Iteration 4Q (110711.270000 sec): 3 clusters
  Score: Raw -139073.260720 + Penalty 2338.679599 = -136734.581122
  nChanged 20
		SP:Iteration 5Q (110711.300000 sec): 3 clusters
  Score: Raw -139085.028254 + Penalty 2338.679599 = -136746.348655
  nChanged 15
		SP:Iteration 6Q (110711.320000 sec): 3 clusters
  Score: Raw -139092.705248 + Penalty 2338.679599 = -136754.025649
  nChanged 11
		SP:Iteration 7Q (110711.350000 sec): 3 clusters
  Score: Raw -139099.967841 + Penalty 2338.679599 = -136761.288242
  nChanged 9
		SP:Iteration 8Q (110711.380000 sec): 3 clusters
  Score: Raw -139107.038631 + Penalty 2338.679599 = -136768.359032
  nChanged 5
		SP:Iteration 9Q (110711.400000 sec): 3 clusters
  Score: Raw -139110.004634 + Penalty 2338.679599 = -136771.325035
  nChanged 4
		SP:Iteration 10Q (110711.430000 sec): 3 clusters
  Score: Raw -139112.694714 + Penalty 2338.679599 = -136774.015115
  nChanged 2
		SP:Iteration 11Q (110711.460000 sec): 3 clusters
  Score: Raw -139113.974614 + Penalty 2338.679599 = -136775.295015
  nChanged 4
		SP:Iteration 12Q (110711.480000 sec): 3 clusters
  Score: Raw -139117.194495 + Penalty 2338.679599 = -136778.514896
  nChanged 4
		SP:Iteration 13Q (110711.510000 sec): 3 clusters
  Score: Raw -139121.439395 + Penalty 2338.679599 = -136782.759796
  nChanged 4
		SP:Iteration 14Q (110711.540000 sec): 3 clusters
  Score: Raw -139123.283812 + Penalty 2338.679599 = -136784.604214
  nChanged 4
		SP:Iteration 15Q (110711.560000 sec): 3 clusters
  Score: Raw -139126.068293 + Penalty 2338.679599 = -136787.388694
  nChanged 3
		SP:Iteration 16Q (110711.590000 sec): 3 clusters
  Score: Raw -139127.867698 + Penalty 2338.679599 = -136789.188099
  nChanged 3
		SP:Iteration 17Q (110711.620000 sec): 3 clusters
  Score: Raw -139129.344670 + Penalty 2338.679599 = -136790.665071
  nChanged 3
		SP:Iteration 18Q (110711.640000 sec): 3 clusters
  Score: Raw -139131.095718 + Penalty 2338.679599 = -136792.416119
  nChanged 1
		SP:Iteration 19Q (110711.670000 sec): 3 clusters
  Score: Raw -139131.578588 + Penalty 2338.679599 = -136792.898989
  nChanged 1
		SP:Iteration 20F (110711.690000 sec): 3 clusters
  Score: Raw -139131.911598 + Penalty 2338.679599 = -136793.232000
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (3520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110711.770000 sec): 2 clusters
  Score: Raw -339772.545001 + Penalty 1327.010144 = -338445.534857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110711.840000 sec): 3 clusters
  Score: Raw -338045.329004 + Penalty 2654.020287 = -335391.308717
  nChanged 1321
		SP:Iteration 1F (110711.900000 sec): 3 clusters
  Score: Raw -338849.210923 + Penalty 2654.020287 = -336195.190636
  nChanged 266
		SP:Iteration 2F (110711.970000 sec): 3 clusters
  Score: Raw -339009.780872 + Penalty 2654.020287 = -336355.760584
  nChanged 192
		SP:Iteration 3F (110712.040000 sec): 3 clusters
  Score: Raw -339127.134671 + Penalty 2654.020287 = -336473.114384
  nChanged 154
		SP:Iteration 4Q (110712.100000 sec): 3 clusters
  Score: Raw -339216.491287 + Penalty 2654.020287 = -336562.471000
  nChanged 134
		SP:Iteration 5Q (110712.170000 sec): 3 clusters
  Score: Raw -339300.309726 + Penalty 2654.020287 = -336646.289439
  nChanged 141
		SP:Iteration 6Q (110712.240000 sec): 3 clusters
  Score: Raw -339388.680698 + Penalty 2654.020287 = -336734.660411
  nChanged 116
		SP:Iteration 7Q (110712.310000 sec): 3 clusters
  Score: Raw -339463.591863 + Penalty 2654.020287 = -336809.571576
  nChanged 107
		SP:Iteration 8Q (110712.380000 sec): 3 clusters
  Score: Raw -339529.434807 + Penalty 2654.020287 = -336875.414520
  nChanged 87
		SP:Iteration 9Q (110712.440000 sec): 3 clusters
  Score: Raw -339578.456577 + Penalty 2654.020287 = -336924.436290
  nChanged 81
		SP:Iteration 10Q (110712.510000 sec): 3 clusters
  Score: Raw -339633.913678 + Penalty 2654.020287 = -336979.893391
  nChanged 89
		SP:Iteration 11Q (110712.580000 sec): 3 clusters
  Score: Raw -339680.800077 + Penalty 2654.020287 = -337026.779790
  nChanged 77
		SP:Iteration 12Q (110712.640000 sec): 3 clusters
  Score: Raw -339730.818357 + Penalty 2654.020287 = -337076.798070
  nChanged 84
		SP:Iteration 13Q (110712.710000 sec): 3 clusters
  Score: Raw -339780.441399 + Penalty 2654.020287 = -337126.421111
  nChanged 50
		SP:Iteration 14Q (110712.780000 sec): 3 clusters
  Score: Raw -339814.424826 + Penalty 2654.020287 = -337160.404539
  nChanged 51
		SP:Iteration 15Q (110712.840000 sec): 3 clusters
  Score: Raw -339839.470271 + Penalty 2654.020287 = -337185.449984
  nChanged 45
		SP:Iteration 16Q (110712.910000 sec): 3 clusters
  Score: Raw -339862.138519 + Penalty 2654.020287 = -337208.118232
  nChanged 40
		SP:Iteration 17Q (110712.980000 sec): 3 clusters
  Score: Raw -339886.645065 + Penalty 2654.020287 = -337232.624778
  nChanged 35
		SP:Iteration 18Q (110713.040000 sec): 3 clusters
  Score: Raw -339905.679227 + Penalty 2654.020287 = -337251.658940
  nChanged 29
		SP:Iteration 19Q (110713.110000 sec): 3 clusters
  Score: Raw -339923.098648 + Penalty 2654.020287 = -337269.078360
  nChanged 18
		SP:Iteration 20F (110713.180000 sec): 3 clusters
  Score: Raw -339934.971497 + Penalty 2654.020287 = -337280.951210
  nChanged 21
		SP:Iteration 21Q (110713.240000 sec): 3 clusters
  Score: Raw -339949.980779 + Penalty 2654.020287 = -337295.960492
  nChanged 16
		SP:Iteration 22Q (110713.300000 sec): 3 clusters
  Score: Raw -339959.693692 + Penalty 2654.020287 = -337305.673405
  nChanged 16
		SP:Iteration 23Q (110713.370000 sec): 3 clusters
  Score: Raw -339969.721893 + Penalty 2654.020287 = -337315.701605
  nChanged 17
		SP:Iteration 24Q (110713.440000 sec): 3 clusters
  Score: Raw -339978.199838 + Penalty 2654.020287 = -337324.179551
  nChanged 13
		SP:Iteration 25Q (110713.500000 sec): 3 clusters
  Score: Raw -339986.245308 + Penalty 2654.020287 = -337332.225021
  nChanged 13
		SP:Iteration 26Q (110713.570000 sec): 3 clusters
  Score: Raw -339995.094286 + Penalty 2654.020287 = -337341.073999
  nChanged 11
		SP:Iteration 27Q (110713.630000 sec): 3 clusters
  Score: Raw -340002.795031 + Penalty 2654.020287 = -337348.774744
  nChanged 12
		SP:Iteration 28Q (110713.700000 sec): 3 clusters
  Score: Raw -340009.794244 + Penalty 2654.020287 = -337355.773957
  nChanged 10
		SP:Iteration 29Q (110713.760000 sec): 3 clusters
  Score: Raw -340015.197683 + Penalty 2654.020287 = -337361.177395
  nChanged 12
		SP:Iteration 30Q (110713.820000 sec): 3 clusters
  Score: Raw -340022.114330 + Penalty 2654.020287 = -337368.094042
  nChanged 11
		SP:Iteration 31Q (110713.890000 sec): 3 clusters
  Score: Raw -340026.942528 + Penalty 2654.020287 = -337372.922240
  nChanged 8
		SP:Iteration 32Q (110713.960000 sec): 3 clusters
  Score: Raw -340029.821260 + Penalty 2654.020287 = -337375.800973
  nChanged 9
		SP:Iteration 33Q (110714.020000 sec): 3 clusters
  Score: Raw -340033.726378 + Penalty 2654.020287 = -337379.706091
  nChanged 11
		SP:Iteration 34Q (110714.080000 sec): 3 clusters
  Score: Raw -340038.870531 + Penalty 2654.020287 = -337384.850244
  nChanged 12
		SP:Iteration 35Q (110714.150000 sec): 3 clusters
  Score: Raw -340043.931895 + Penalty 2654.020287 = -337389.911608
  nChanged 11
		SP:Iteration 36Q (110714.210000 sec): 3 clusters
  Score: Raw -340048.274477 + Penalty 2654.020287 = -337394.254190
  nChanged 8
		SP:Iteration 37Q (110714.280000 sec): 3 clusters
  Score: Raw -340053.009543 + Penalty 2654.020287 = -337398.989256
  nChanged 11
		SP:Iteration 38Q (110714.340000 sec): 3 clusters
  Score: Raw -340063.068302 + Penalty 2654.020287 = -337409.048014
  nChanged 11
		SP:Iteration 39Q (110714.400000 sec): 3 clusters
  Score: Raw -340069.518616 + Penalty 2654.020287 = -337415.498329
  nChanged 10
		SP:Iteration 40F (110714.470000 sec): 3 clusters
  Score: Raw -340075.284251 + Penalty 2654.020287 = -337421.263964
  nChanged 12
		SP:Iteration 41Q (110714.530000 sec): 3 clusters
  Score: Raw -340082.334389 + Penalty 2654.020287 = -337428.314102
  nChanged 11
		SP:Iteration 42Q (110714.600000 sec): 3 clusters
  Score: Raw -340092.720298 + Penalty 2654.020287 = -337438.700011
  nChanged 11
		SP:Iteration 43Q (110714.660000 sec): 3 clusters
  Score: Raw -340101.429603 + Penalty 2654.020287 = -337447.409316
  nChanged 11
		SP:Iteration 44Q (110714.720000 sec): 3 clusters
  Score: Raw -340107.613568 + Penalty 2654.020287 = -337453.593281
  nChanged 9
		SP:Iteration 45Q (110714.790000 sec): 3 clusters
  Score: Raw -340112.125234 + Penalty 2654.020287 = -337458.104947
  nChanged 10
		SP:Iteration 46Q (110714.850000 sec): 3 clusters
  Score: Raw -340119.182290 + Penalty 2654.020287 = -337465.162002
  nChanged 11
		SP:Iteration 47Q (110714.920000 sec): 3 clusters
  Score: Raw -340124.040210 + Penalty 2654.020287 = -337470.019922
  nChanged 6
		SP:Iteration 48Q (110714.980000 sec): 3 clusters
  Score: Raw -340126.274103 + Penalty 2654.020287 = -337472.253815
  nChanged 4
		SP:Iteration 49Q (110715.040000 sec): 3 clusters
  Score: Raw -340127.757917 + Penalty 2654.020287 = -337473.737629
  nChanged 1
		SP:Iteration 50Q (110715.110000 sec): 3 clusters
  Score: Raw -340128.017950 + Penalty 2654.020287 = -337473.997663
  nChanged 1
		SP:Iteration 51Q (110715.170000 sec): 3 clusters
  Score: Raw -340128.415054 + Penalty 2654.020287 = -337474.394767
  nChanged 1
		SP:Iteration 52Q (110715.230000 sec): 3 clusters
  Score: Raw -340129.023814 + Penalty 2654.020287 = -337475.003527
  nChanged 0
		SP:Iteration 53F (110715.300000 sec): 3 clusters
  Score: Raw -340129.023814 + Penalty 2654.020287 = -337475.003527
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110715.360000 sec): 2 clusters
  Score: Raw -128041.483642 + Penalty 1178.573893 = -126862.909749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110715.390000 sec): 3 clusters
  Score: Raw -127512.136267 + Penalty 2357.147786 = -125154.988482
  nChanged 465
		SP:Iteration 1F (110715.420000 sec): 3 clusters
  Score: Raw -127855.430770 + Penalty 2357.147786 = -125498.282984
  nChanged 109
		SP:Iteration 2F (110715.440000 sec): 3 clusters
  Score: Raw -127963.871932 + Penalty 2357.147786 = -125606.724146
  nChanged 61
		SP:Iteration 3Q (110715.470000 sec): 3 clusters
  Score: Raw -128010.933932 + Penalty 2357.147786 = -125653.786146
  nChanged 29
		SP:Iteration 4Q (110715.500000 sec): 3 clusters
  Score: Raw -128037.103504 + Penalty 2357.147786 = -125679.955718
  nChanged 29
		SP:Iteration 5Q (110715.530000 sec): 3 clusters
  Score: Raw -128062.007715 + Penalty 2357.147786 = -125704.859929
  nChanged 23
		SP:Iteration 6Q (110715.560000 sec): 3 clusters
  Score: Raw -128082.131337 + Penalty 2357.147786 = -125724.983551
  nChanged 18
		SP:Iteration 7Q (110715.580000 sec): 3 clusters
  Score: Raw -128100.681348 + Penalty 2357.147786 = -125743.533562
  nChanged 16
		SP:Iteration 8Q (110715.610000 sec): 3 clusters
  Score: Raw -128115.642422 + Penalty 2357.147786 = -125758.494636
  nChanged 17
		SP:Iteration 9Q (110715.640000 sec): 3 clusters
  Score: Raw -128125.004005 + Penalty 2357.147786 = -125767.856219
  nChanged 12
		SP:Iteration 10Q (110715.670000 sec): 3 clusters
  Score: Raw -128130.849675 + Penalty 2357.147786 = -125773.701889
  nChanged 6
		SP:Iteration 11Q (110715.700000 sec): 3 clusters
  Score: Raw -128133.942087 + Penalty 2357.147786 = -125776.794302
  nChanged 8
		SP:Iteration 12Q (110715.720000 sec): 3 clusters
  Score: Raw -128137.986822 + Penalty 2357.147786 = -125780.839036
  nChanged 12
		SP:Iteration 13Q (110715.750000 sec): 3 clusters
  Score: Raw -128147.564007 + Penalty 2357.147786 = -125790.416221
  nChanged 13
		SP:Iteration 14Q (110715.780000 sec): 3 clusters
  Score: Raw -128162.247869 + Penalty 2357.147786 = -125805.100083
  nChanged 13
		SP:Iteration 15Q (110715.810000 sec): 3 clusters
  Score: Raw -128172.777346 + Penalty 2357.147786 = -125815.629560
  nChanged 13
		SP:Iteration 16Q (110715.840000 sec): 3 clusters
  Score: Raw -128181.395971 + Penalty 2357.147786 = -125824.248185
  nChanged 10
		SP:Iteration 17Q (110715.860000 sec): 3 clusters
  Score: Raw -128186.017650 + Penalty 2357.147786 = -125828.869864
  nChanged 6
		SP:Iteration 18Q (110715.890000 sec): 3 clusters
  Score: Raw -128188.670976 + Penalty 2357.147786 = -125831.523190
  nChanged 0
		SP:Iteration 19F (110715.920000 sec): 3 clusters
  Score: Raw -128188.670976 + Penalty 2357.147786 = -125831.523190
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110715.970000 sec): 2 clusters
  Score: Raw -39176.692486 + Penalty 985.742565 = -38190.949921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110715.980000 sec): 3 clusters
  Score: Raw -39227.572235 + Penalty 1971.485129 = -37256.087106
  nChanged 96
		SP:Iteration 1F (110715.990000 sec): 3 clusters
  Score: Raw -39416.603997 + Penalty 1971.485129 = -37445.118868
  nChanged 31
		SP:Iteration 2F (110716.000000 sec): 3 clusters
  Score: Raw -39518.667676 + Penalty 1971.485129 = -37547.182547
  nChanged 16
		SP:Iteration 3Q (110716.010000 sec): 3 clusters
  Score: Raw -39542.110638 + Penalty 1971.485129 = -37570.625509
  nChanged 8
		SP:Iteration 4Q (110716.020000 sec): 3 clusters
  Score: Raw -39557.740350 + Penalty 1971.485129 = -37586.255220
  nChanged 2
		SP:Iteration 5Q (110716.030000 sec): 3 clusters
  Score: Raw -39561.816135 + Penalty 1971.485129 = -37590.331006
  nChanged 2
		SP:Iteration 6Q (110716.040000 sec): 3 clusters
  Score: Raw -39563.504565 + Penalty 1971.485129 = -37592.019436
  nChanged 0
		SP:Iteration 7F (110716.050000 sec): 3 clusters
  Score: Raw -39563.504565 + Penalty 1971.485129 = -37592.019436
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110716.130000 sec): 2 clusters
  Score: Raw -528080.040808 + Penalty 1400.621319 = -526679.419489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110716.250000 sec): 3 clusters
  Score: Raw -525154.817339 + Penalty 2801.242638 = -522353.574701
  nChanged 2273
		SP:Iteration 1F (110716.350000 sec): 3 clusters
  Score: Raw -526567.236400 + Penalty 2801.242638 = -523765.993762
  nChanged 462
		SP:Iteration 2F (110716.440000 sec): 3 clusters
  Score: Raw -526887.206899 + Penalty 2801.242638 = -524085.964261
  nChanged 419
		SP:Iteration 3F (110716.540000 sec): 3 clusters
  Score: Raw -527253.325995 + Penalty 2801.242638 = -524452.083357
  nChanged 408
		SP:Iteration 4F (110716.640000 sec): 3 clusters
  Score: Raw -527616.456956 + Penalty 2801.242638 = -524815.214318
  nChanged 366
		SP:Iteration 5F (110716.740000 sec): 3 clusters
  Score: Raw -527913.254311 + Penalty 2801.242638 = -525112.011673
  nChanged 292
		SP:Iteration 6F (110716.840000 sec): 3 clusters
  Score: Raw -528177.263170 + Penalty 2801.242638 = -525376.020532
  nChanged 242
		SP:Iteration 7Q (110716.940000 sec): 3 clusters
  Score: Raw -528386.638793 + Penalty 2801.242638 = -525585.396155
  nChanged 176
		SP:Iteration 8Q (110717.030000 sec): 3 clusters
  Score: Raw -528516.735095 + Penalty 2801.242638 = -525715.492457
  nChanged 159
		SP:Iteration 9Q (110717.130000 sec): 3 clusters
  Score: Raw -528627.344699 + Penalty 2801.242638 = -525826.102061
  nChanged 112
		SP:Iteration 10Q (110717.340000 sec): 3 clusters
  Score: Raw -528696.304594 + Penalty 2801.242638 = -525895.061956
  nChanged 85
		SP:Iteration 11Q (110717.560000 sec): 3 clusters
  Score: Raw -528729.972629 + Penalty 2801.242638 = -525928.729991
  nChanged 50
		SP:Iteration 12Q (110717.740000 sec): 3 clusters
  Score: Raw -528746.753709 + Penalty 2801.242638 = -525945.511071
  nChanged 29
		SP:Iteration 13Q (110717.880000 sec): 3 clusters
  Score: Raw -528756.040297 + Penalty 2801.242638 = -525954.797659
  nChanged 26
		SP:Iteration 14Q (110718.050000 sec): 3 clusters
  Score: Raw -528767.080793 + Penalty 2801.242638 = -525965.838155
  nChanged 24
		SP:Iteration 15Q (110718.220000 sec): 3 clusters
  Score: Raw -528778.190428 + Penalty 2801.242638 = -525976.947790
  nChanged 23
		SP:Iteration 16Q (110718.400000 sec): 3 clusters
  Score: Raw -528786.929289 + Penalty 2801.242638 = -525985.686651
  nChanged 21
		SP:Iteration 17Q (110718.570000 sec): 3 clusters
  Score: Raw -528794.964389 + Penalty 2801.242638 = -525993.721751
  nChanged 18
		SP:Iteration 18Q (110718.740000 sec): 3 clusters
  Score: Raw -528801.760177 + Penalty 2801.242638 = -526000.517539
  nChanged 16
		SP:Iteration 19Q (110718.910000 sec): 3 clusters
  Score: Raw -528808.957882 + Penalty 2801.242638 = -526007.715244
  nChanged 19
		SP:Iteration 20F (110719.080000 sec): 3 clusters
  Score: Raw -528817.432004 + Penalty 2801.242638 = -526016.189366
  nChanged 15
		SP:Iteration 21Q (110719.250000 sec): 3 clusters
  Score: Raw -528820.892315 + Penalty 2801.242638 = -526019.649677
  nChanged 8
		SP:Iteration 22Q (110719.420000 sec): 3 clusters
  Score: Raw -528823.395889 + Penalty 2801.242638 = -526022.153251
  nChanged 5
		SP:Iteration 23Q (110719.600000 sec): 3 clusters
  Score: Raw -528825.581989 + Penalty 2801.242638 = -526024.339351
  nChanged 6
		SP:Iteration 24Q (110719.770000 sec): 3 clusters
  Score: Raw -528827.301587 + Penalty 2801.242638 = -526026.058949
  nChanged 1
		SP:Iteration 25Q (110719.940000 sec): 3 clusters
  Score: Raw -528827.428558 + Penalty 2801.242638 = -526026.185920
  nChanged 1
		SP:Iteration 26Q (110720.110000 sec): 3 clusters
  Score: Raw -528827.652412 + Penalty 2801.242638 = -526026.409774
  nChanged 0
		SP:Iteration 27F (110720.300000 sec): 3 clusters
  Score: Raw -528827.652412 + Penalty 2801.242638 = -526026.409774
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110720.370000 sec): 2 clusters
  Score: Raw -272836.931853 + Penalty 1295.917496 = -271541.014356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110720.430000 sec): 3 clusters
  Score: Raw -271476.298092 + Penalty 2591.834993 = -268884.463099
  nChanged 1065
		SP:Iteration 1F (110720.480000 sec): 3 clusters
  Score: Raw -272132.651556 + Penalty 2591.834993 = -269540.816563
  nChanged 242
		SP:Iteration 2F (110720.540000 sec): 3 clusters
  Score: Raw -272312.544085 + Penalty 2591.834993 = -269720.709093
  nChanged 204
		SP:Iteration 3F (110720.600000 sec): 3 clusters
  Score: Raw -272459.809050 + Penalty 2591.834993 = -269867.974057
  nChanged 146
		SP:Iteration 4F (110720.650000 sec): 3 clusters
  Score: Raw -272554.475970 + Penalty 2591.834993 = -269962.640978
  nChanged 107
		SP:Iteration 5Q (110720.710000 sec): 3 clusters
  Score: Raw -272627.753260 + Penalty 2591.834993 = -270035.918268
  nChanged 110
		SP:Iteration 6Q (110720.760000 sec): 3 clusters
  Score: Raw -272691.661494 + Penalty 2591.834993 = -270099.826501
  nChanged 78
		SP:Iteration 7Q (110720.820000 sec): 3 clusters
  Score: Raw -272738.986162 + Penalty 2591.834993 = -270147.151169
  nChanged 78
		SP:Iteration 8Q (110720.880000 sec): 3 clusters
  Score: Raw -272785.338817 + Penalty 2591.834993 = -270193.503824
  nChanged 57
		SP:Iteration 9Q (110720.930000 sec): 3 clusters
  Score: Raw -272818.254190 + Penalty 2591.834993 = -270226.419197
  nChanged 58
		SP:Iteration 10Q (110720.990000 sec): 3 clusters
  Score: Raw -272848.325573 + Penalty 2591.834993 = -270256.490581
  nChanged 41
		SP:Iteration 11Q (110721.050000 sec): 3 clusters
  Score: Raw -272868.469164 + Penalty 2591.834993 = -270276.634171
  nChanged 33
		SP:Iteration 12Q (110721.100000 sec): 3 clusters
  Score: Raw -272885.296305 + Penalty 2591.834993 = -270293.461312
  nChanged 31
		SP:Iteration 13Q (110721.160000 sec): 3 clusters
  Score: Raw -272901.549730 + Penalty 2591.834993 = -270309.714737
  nChanged 27
		SP:Iteration 14Q (110721.220000 sec): 3 clusters
  Score: Raw -272913.864654 + Penalty 2591.834993 = -270322.029662
  nChanged 29
		SP:Iteration 15Q (110721.270000 sec): 3 clusters
  Score: Raw -272927.727200 + Penalty 2591.834993 = -270335.892207
  nChanged 21
		SP:Iteration 16Q (110721.330000 sec): 3 clusters
  Score: Raw -272938.444396 + Penalty 2591.834993 = -270346.609403
  nChanged 20
		SP:Iteration 17Q (110721.390000 sec): 3 clusters
  Score: Raw -272948.572129 + Penalty 2591.834993 = -270356.737136
  nChanged 18
		SP:Iteration 18Q (110721.440000 sec): 3 clusters
  Score: Raw -272959.224012 + Penalty 2591.834993 = -270367.389020
  nChanged 23
		SP:Iteration 19Q (110721.500000 sec): 3 clusters
  Score: Raw -272972.330293 + Penalty 2591.834993 = -270380.495300
  nChanged 23
		SP:Iteration 20F (110721.550000 sec): 3 clusters
  Score: Raw -272984.034717 + Penalty 2591.834993 = -270392.199725
  nChanged 23
		SP:Iteration 21Q (110721.610000 sec): 3 clusters
  Score: Raw -272996.312348 + Penalty 2591.834993 = -270404.477356
  nChanged 21
		SP:Iteration 22Q (110721.670000 sec): 3 clusters
  Score: Raw -273007.523137 + Penalty 2591.834993 = -270415.688144
  nChanged 24
		SP:Iteration 23Q (110721.730000 sec): 3 clusters
  Score: Raw -273020.080859 + Penalty 2591.834993 = -270428.245866
  nChanged 16
		SP:Iteration 24Q (110721.780000 sec): 3 clusters
  Score: Raw -273028.988812 + Penalty 2591.834993 = -270437.153819
  nChanged 19
		SP:Iteration 25Q (110721.840000 sec): 3 clusters
  Score: Raw -273035.492004 + Penalty 2591.834993 = -270443.657011
  nChanged 12
		SP:Iteration 26Q (110721.890000 sec): 3 clusters
  Score: Raw -273042.179507 + Penalty 2591.834993 = -270450.344514
  nChanged 14
		SP:Iteration 27Q (110721.950000 sec): 3 clusters
  Score: Raw -273050.498045 + Penalty 2591.834993 = -270458.663052
  nChanged 11
		SP:Iteration 28Q (110722.010000 sec): 3 clusters
  Score: Raw -273056.592663 + Penalty 2591.834993 = -270464.757670
  nChanged 13
		SP:Iteration 29Q (110722.060000 sec): 3 clusters
  Score: Raw -273063.089666 + Penalty 2591.834993 = -270471.254674
  nChanged 9
		SP:Iteration 30Q (110722.120000 sec): 3 clusters
  Score: Raw -273066.391276 + Penalty 2591.834993 = -270474.556283
  nChanged 11
		SP:Iteration 31Q (110722.170000 sec): 3 clusters
  Score: Raw -273071.670570 + Penalty 2591.834993 = -270479.835577
  nChanged 6
		SP:Iteration 32Q (110722.230000 sec): 3 clusters
  Score: Raw -273074.262342 + Penalty 2591.834993 = -270482.427350
  nChanged 5
		SP:Iteration 33Q (110722.290000 sec): 3 clusters
  Score: Raw -273076.028855 + Penalty 2591.834993 = -270484.193863
  nChanged 7
		SP:Iteration 34Q (110722.350000 sec): 3 clusters
  Score: Raw -273078.772307 + Penalty 2591.834993 = -270486.937315
  nChanged 10
		SP:Iteration 35Q (110722.400000 sec): 3 clusters
  Score: Raw -273081.947951 + Penalty 2591.834993 = -270490.112959
  nChanged 7
		SP:Iteration 36Q (110722.460000 sec): 3 clusters
  Score: Raw -273084.256535 + Penalty 2591.834993 = -270492.421542
  nChanged 8
		SP:Iteration 37Q (110722.510000 sec): 3 clusters
  Score: Raw -273089.198222 + Penalty 2591.834993 = -270497.363229
  nChanged 11
		SP:Iteration 38Q (110722.570000 sec): 3 clusters
  Score: Raw -273093.336983 + Penalty 2591.834993 = -270501.501991
  nChanged 9
		SP:Iteration 39Q (110722.630000 sec): 3 clusters
  Score: Raw -273096.451213 + Penalty 2591.834993 = -270504.616220
  nChanged 6
		SP:Iteration 40F (110722.680000 sec): 3 clusters
  Score: Raw -273100.336755 + Penalty 2591.834993 = -270508.501763
  nChanged 8
		SP:Iteration 41Q (110722.740000 sec): 3 clusters
  Score: Raw -273104.792393 + Penalty 2591.834993 = -270512.957401
  nChanged 10
		SP:Iteration 42Q (110722.790000 sec): 3 clusters
  Score: Raw -273109.006009 + Penalty 2591.834993 = -270517.171017
  nChanged 9
		SP:Iteration 43Q (110722.850000 sec): 3 clusters
  Score: Raw -273113.172831 + Penalty 2591.834993 = -270521.337839
  nChanged 12
		SP:Iteration 44Q (110722.910000 sec): 3 clusters
  Score: Raw -273119.066075 + Penalty 2591.834993 = -270527.231082
  nChanged 14
		SP:Iteration 45Q (110722.960000 sec): 3 clusters
  Score: Raw -273127.585125 + Penalty 2591.834993 = -270535.750132
  nChanged 17
		SP:Iteration 46Q (110723.020000 sec): 3 clusters
  Score: Raw -273136.971874 + Penalty 2591.834993 = -270545.136881
  nChanged 13
		SP:Iteration 47Q (110723.070000 sec): 3 clusters
  Score: Raw -273144.460651 + Penalty 2591.834993 = -270552.625658
  nChanged 14
		SP:Iteration 48Q (110723.130000 sec): 3 clusters
  Score: Raw -273151.467986 + Penalty 2591.834993 = -270559.632993
  nChanged 13
		SP:Iteration 49Q (110723.190000 sec): 3 clusters
  Score: Raw -273156.274690 + Penalty 2591.834993 = -270564.439697
  nChanged 12
		SP:Iteration 50Q (110723.240000 sec): 3 clusters
  Score: Raw -273161.831310 + Penalty 2591.834993 = -270569.996318
  nChanged 12
		SP:Iteration 51Q (110723.300000 sec): 3 clusters
  Score: Raw -273167.491276 + Penalty 2591.834993 = -270575.656283
  nChanged 13
		SP:Iteration 52Q (110723.360000 sec): 3 clusters
  Score: Raw -273173.483558 + Penalty 2591.834993 = -270581.648565
  nChanged 16
		SP:Iteration 53Q (110723.410000 sec): 3 clusters
  Score: Raw -273178.755028 + Penalty 2591.834993 = -270586.920035
  nChanged 13
		SP:Iteration 54Q (110723.470000 sec): 3 clusters
  Score: Raw -273183.619399 + Penalty 2591.834993 = -270591.784406
  nChanged 9
		SP:Iteration 55Q (110723.530000 sec): 3 clusters
  Score: Raw -273186.393175 + Penalty 2591.834993 = -270594.558182
  nChanged 5
		SP:Iteration 56Q (110723.580000 sec): 3 clusters
  Score: Raw -273188.160349 + Penalty 2591.834993 = -270596.325356
  nChanged 3
		SP:Iteration 57Q (110723.640000 sec): 3 clusters
  Score: Raw -273189.838982 + Penalty 2591.834993 = -270598.003990
  nChanged 3
		SP:Iteration 58Q (110723.690000 sec): 3 clusters
  Score: Raw -273190.633995 + Penalty 2591.834993 = -270598.799002
  nChanged 1
		SP:Iteration 59Q (110723.750000 sec): 3 clusters
  Score: Raw -273190.783401 + Penalty 2591.834993 = -270598.948408
  nChanged 1
		SP:Iteration 60F (110723.800000 sec): 3 clusters
  Score: Raw -273191.120643 + Penalty 2591.834993 = -270599.285650
  nChanged 4
		SP:Iteration 61Q (110723.860000 sec): 3 clusters
  Score: Raw -273192.184783 + Penalty 2591.834993 = -270600.349790
  nChanged 4
		SP:Iteration 62Q (110723.910000 sec): 3 clusters
  Score: Raw -273193.711058 + Penalty 2591.834993 = -270601.876065
  nChanged 4
		SP:Iteration 63Q (110723.970000 sec): 3 clusters
  Score: Raw -273194.616988 + Penalty 2591.834993 = -270602.781995
  nChanged 2
		SP:Iteration 64Q (110724.030000 sec): 3 clusters
  Score: Raw -273195.104111 + Penalty 2591.834993 = -270603.269118
  nChanged 0
		SP:Iteration 65F (110724.080000 sec): 3 clusters
  Score: Raw -273195.104111 + Penalty 2591.834993 = -270603.269118
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 74 (2778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110724.150000 sec): 2 clusters
  Score: Raw -296688.613895 + Penalty 1288.541560 = -295400.072335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110724.200000 sec): 3 clusters
  Score: Raw -295359.690561 + Penalty 2577.083120 = -292782.607441
  nChanged 1039
		SP:Iteration 1F (110724.260000 sec): 3 clusters
  Score: Raw -295939.046841 + Penalty 2577.083120 = -293361.963721
  nChanged 233
		SP:Iteration 2F (110724.310000 sec): 3 clusters
  Score: Raw -296086.893074 + Penalty 2577.083120 = -293509.809954
  nChanged 138
		SP:Iteration 3Q (110724.360000 sec): 3 clusters
  Score: Raw -296162.293620 + Penalty 2577.083120 = -293585.210500
  nChanged 102
		SP:Iteration 4Q (110724.420000 sec): 3 clusters
  Score: Raw -296221.092370 + Penalty 2577.083120 = -293644.009250
  nChanged 88
		SP:Iteration 5Q (110724.470000 sec): 3 clusters
  Score: Raw -296271.382836 + Penalty 2577.083120 = -293694.299716
  nChanged 88
		SP:Iteration 6Q (110724.530000 sec): 3 clusters
  Score: Raw -296326.238102 + Penalty 2577.083120 = -293749.154982
  nChanged 79
		SP:Iteration 7Q (110724.580000 sec): 3 clusters
  Score: Raw -296366.216805 + Penalty 2577.083120 = -293789.133685
  nChanged 55
		SP:Iteration 8Q (110724.630000 sec): 3 clusters
  Score: Raw -296389.404839 + Penalty 2577.083120 = -293812.321719
  nChanged 44
		SP:Iteration 9Q (110724.690000 sec): 3 clusters
  Score: Raw -296410.662970 + Penalty 2577.083120 = -293833.579850
  nChanged 37
		SP:Iteration 10Q (110724.740000 sec): 3 clusters
  Score: Raw -296428.330740 + Penalty 2577.083120 = -293851.247619
  nChanged 40
		SP:Iteration 11Q (110724.800000 sec): 3 clusters
  Score: Raw -296448.883779 + Penalty 2577.083120 = -293871.800659
  nChanged 39
		SP:Iteration 12Q (110724.850000 sec): 3 clusters
  Score: Raw -296472.231628 + Penalty 2577.083120 = -293895.148508
  nChanged 47
		SP:Iteration 13Q (110724.910000 sec): 3 clusters
  Score: Raw -296496.775877 + Penalty 2577.083120 = -293919.692757
  nChanged 39
		SP:Iteration 14Q (110724.960000 sec): 3 clusters
  Score: Raw -296516.976328 + Penalty 2577.083120 = -293939.893208
  nChanged 29
		SP:Iteration 15Q (110725.010000 sec): 3 clusters
  Score: Raw -296530.088175 + Penalty 2577.083120 = -293953.005055
  nChanged 23
		SP:Iteration 16Q (110725.070000 sec): 3 clusters
  Score: Raw -296539.422098 + Penalty 2577.083120 = -293962.338978
  nChanged 25
		SP:Iteration 17Q (110725.120000 sec): 3 clusters
  Score: Raw -296552.468953 + Penalty 2577.083120 = -293975.385833
  nChanged 26
		SP:Iteration 18Q (110725.170000 sec): 3 clusters
  Score: Raw -296564.775122 + Penalty 2577.083120 = -293987.692002
  nChanged 21
		SP:Iteration 19Q (110725.230000 sec): 3 clusters
  Score: Raw -296576.274412 + Penalty 2577.083120 = -293999.191292
  nChanged 21
		SP:Iteration 20F (110725.280000 sec): 3 clusters
  Score: Raw -296584.385410 + Penalty 2577.083120 = -294007.302290
  nChanged 15
		SP:Iteration 21Q (110725.330000 sec): 3 clusters
  Score: Raw -296591.208022 + Penalty 2577.083120 = -294014.124902
  nChanged 14
		SP:Iteration 22Q (110725.390000 sec): 3 clusters
  Score: Raw -296596.722527 + Penalty 2577.083120 = -294019.639407
  nChanged 11
		SP:Iteration 23Q (110725.440000 sec): 3 clusters
  Score: Raw -296601.655910 + Penalty 2577.083120 = -294024.572790
  nChanged 13
		SP:Iteration 24Q (110725.500000 sec): 3 clusters
  Score: Raw -296607.378871 + Penalty 2577.083120 = -294030.295751
  nChanged 20
		SP:Iteration 25Q (110725.550000 sec): 3 clusters
  Score: Raw -296615.227208 + Penalty 2577.083120 = -294038.144087
  nChanged 7
		SP:Iteration 26Q (110725.610000 sec): 3 clusters
  Score: Raw -296618.086477 + Penalty 2577.083120 = -294041.003357
  nChanged 5
		SP:Iteration 27Q (110725.660000 sec): 3 clusters
  Score: Raw -296620.220780 + Penalty 2577.083120 = -294043.137660
  nChanged 8
		SP:Iteration 28Q (110725.710000 sec): 3 clusters
  Score: Raw -296622.731717 + Penalty 2577.083120 = -294045.648597
  nChanged 3
		SP:Iteration 29Q (110725.770000 sec): 3 clusters
  Score: Raw -296623.528962 + Penalty 2577.083120 = -294046.445842
  nChanged 0
		SP:Iteration 30F (110725.820000 sec): 3 clusters
  Score: Raw -296623.528962 + Penalty 2577.083120 = -294046.445842
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 75 (107020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110726.520000 sec): 2 clusters
  Score: Raw -11329402.180397 + Penalty 1881.875289 = -11327520.305107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110727.550000 sec): 3 clusters
  Score: Raw -11259594.209295 + Penalty 3763.750579 = -11255830.458717
  nChanged 51283
		SP:Iteration 1F (110728.530000 sec): 3 clusters
  Score: Raw -11289918.385924 + Penalty 3763.750579 = -11286154.635345
  nChanged 4016
		SP:Iteration 2Q (110729.590000 sec): 3 clusters
  Score: Raw -11291155.940880 + Penalty 3763.750579 = -11287392.190301
  nChanged 4597
		SP:Iteration 3Q (110730.670000 sec): 3 clusters
  Score: Raw -11292885.911102 + Penalty 3763.750579 = -11289122.160523
  nChanged 5295
		SP:Iteration 4Q (110731.730000 sec): 3 clusters
  Score: Raw -11295289.245548 + Penalty 3763.750579 = -11291525.494969
  nChanged 5968
		SP:Iteration 5F (110732.730000 sec): 3 clusters
  Score: Raw -11298266.067906 + Penalty 3763.750579 = -11294502.317327
  nChanged 6190
		SP:Iteration 6F (110733.700000 sec): 3 clusters
  Score: Raw -11301690.988057 + Penalty 3763.750579 = -11297927.237479
  nChanged 6285
		SP:Iteration 7F (110734.730000 sec): 3 clusters
  Score: Raw -11305262.370245 + Penalty 3763.750579 = -11301498.619666
  nChanged 5837
		SP:Iteration 8F (110735.690000 sec): 3 clusters
  Score: Raw -11308658.152254 + Penalty 3763.750579 = -11304894.401675
  nChanged 5386
		SP:Iteration 9F (110736.710000 sec): 3 clusters
  Score: Raw -11311852.587923 + Penalty 3763.750579 = -11308088.837344
  nChanged 4903
		SP:Iteration 10Q (110737.730000 sec): 3 clusters
  Score: Raw -11314920.912357 + Penalty 3763.750579 = -11311157.161778
  nChanged 4450
		SP:Iteration 11Q (110738.780000 sec): 3 clusters
  Score: Raw -11317508.967053 + Penalty 3763.750579 = -11313745.216474
  nChanged 3730
		SP:Iteration 12Q (110739.830000 sec): 3 clusters
  Score: Raw -11319273.222135 + Penalty 3763.750579 = -11315509.471556
  nChanged 2817
		SP:Iteration 13Q (110740.880000 sec): 3 clusters
  Score: Raw -11320272.837982 + Penalty 3763.750579 = -11316509.087403
  nChanged 1945
		SP:Iteration 14Q (110741.910000 sec): 3 clusters
  Score: Raw -11320821.256368 + Penalty 3763.750579 = -11317057.505789
  nChanged 1385
		SP:Iteration 15Q (110742.890000 sec): 3 clusters
  Score: Raw -11321118.992450 + Penalty 3763.750579 = -11317355.241871
  nChanged 999
		SP:Iteration 16Q (110743.920000 sec): 3 clusters
  Score: Raw -11321321.115333 + Penalty 3763.750579 = -11317557.364754
  nChanged 832
		SP:Iteration 17Q (110744.900000 sec): 3 clusters
  Score: Raw -11321458.933030 + Penalty 3763.750579 = -11317695.182451
  nChanged 727
		SP:Iteration 18Q (110745.930000 sec): 3 clusters
  Score: Raw -11321584.413591 + Penalty 3763.750579 = -11317820.663012
  nChanged 701
		SP:Iteration 19Q (110746.910000 sec): 3 clusters
  Score: Raw -11321686.934730 + Penalty 3763.750579 = -11317923.184151
  nChanged 625
		SP:Iteration 20F (110747.930000 sec): 3 clusters
  Score: Raw -11321765.458220 + Penalty 3763.750579 = -11318001.707641
  nChanged 597
		SP:Iteration 21Q (110748.910000 sec): 3 clusters
  Score: Raw -11321839.231422 + Penalty 3763.750579 = -11318075.480844
  nChanged 587
		SP:Iteration 22Q (110749.910000 sec): 3 clusters
  Score: Raw -11321910.055754 + Penalty 3763.750579 = -11318146.305175
  nChanged 598
		SP:Iteration 23Q (110750.890000 sec): 3 clusters
  Score: Raw -11321980.004080 + Penalty 3763.750579 = -11318216.253501
  nChanged 547
		SP:Iteration 24Q (110751.920000 sec): 3 clusters
  Score: Raw -11322035.457287 + Penalty 3763.750579 = -11318271.706708
  nChanged 502
		SP:Iteration 25Q (110752.890000 sec): 3 clusters
  Score: Raw -11322081.312180 + Penalty 3763.750579 = -11318317.561601
  nChanged 466
		SP:Iteration 26Q (110753.920000 sec): 3 clusters
  Score: Raw -11322124.538760 + Penalty 3763.750579 = -11318360.788181
  nChanged 476
		SP:Iteration 27Q (110754.900000 sec): 3 clusters
  Score: Raw -11322166.581956 + Penalty 3763.750579 = -11318402.831377
  nChanged 499
		SP:Iteration 28Q (110755.900000 sec): 3 clusters
  Score: Raw -11322209.228059 + Penalty 3763.750579 = -11318445.477480
  nChanged 489
		SP:Iteration 29Q (110756.870000 sec): 3 clusters
  Score: Raw -11322247.982823 + Penalty 3763.750579 = -11318484.232244
  nChanged 430
		SP:Iteration 30Q (110757.890000 sec): 3 clusters
  Score: Raw -11322280.709361 + Penalty 3763.750579 = -11318516.958782
  nChanged 394
		SP:Iteration 31Q (110758.860000 sec): 3 clusters
  Score: Raw -11322309.498886 + Penalty 3763.750579 = -11318545.748307
  nChanged 393
		SP:Iteration 32Q (110759.880000 sec): 3 clusters
  Score: Raw -11322335.662030 + Penalty 3763.750579 = -11318571.911452
  nChanged 339
		SP:Iteration 33Q (110760.850000 sec): 3 clusters
  Score: Raw -11322356.915846 + Penalty 3763.750579 = -11318593.165267
  nChanged 346
		SP:Iteration 34Q (110761.860000 sec): 3 clusters
  Score: Raw -11322379.342356 + Penalty 3763.750579 = -11318615.591777
  nChanged 326
		SP:Iteration 35Q (110762.830000 sec): 3 clusters
  Score: Raw -11322399.448126 + Penalty 3763.750579 = -11318635.697547
  nChanged 289
		SP:Iteration 36Q (110763.840000 sec): 3 clusters
  Score: Raw -11322415.133814 + Penalty 3763.750579 = -11318651.383235
  nChanged 272
		SP:Iteration 37Q (110764.800000 sec): 3 clusters
  Score: Raw -11322429.997841 + Penalty 3763.750579 = -11318666.247262
  nChanged 260
		SP:Iteration 38Q (110765.810000 sec): 3 clusters
  Score: Raw -11322443.335436 + Penalty 3763.750579 = -11318679.584858
  nChanged 229
		SP:Iteration 39Q (110766.780000 sec): 3 clusters
  Score: Raw -11322454.627095 + Penalty 3763.750579 = -11318690.876516
  nChanged 213
		SP:Iteration 40F (110767.750000 sec): 3 clusters
  Score: Raw -11322464.681715 + Penalty 3763.750579 = -11318700.931136
  nChanged 171
		SP:Iteration 41Q (110768.760000 sec): 3 clusters
  Score: Raw -11322472.257760 + Penalty 3763.750579 = -11318708.507181
  nChanged 169
		SP:Iteration 42Q (110769.740000 sec): 3 clusters
  Score: Raw -11322479.158795 + Penalty 3763.750579 = -11318715.408217
  nChanged 160
		SP:Iteration 43Q (110770.750000 sec): 3 clusters
  Score: Raw -11322485.688747 + Penalty 3763.750579 = -11318721.938168
  nChanged 139
		SP:Iteration 44Q (110771.730000 sec): 3 clusters
  Score: Raw -11322490.382676 + Penalty 3763.750579 = -11318726.632097
  nChanged 121
		SP:Iteration 45Q (110772.750000 sec): 3 clusters
  Score: Raw -11322494.347821 + Penalty 3763.750579 = -11318730.597243
  nChanged 105
		SP:Iteration 46Q (110773.730000 sec): 3 clusters
  Score: Raw -11322497.478939 + Penalty 3763.750579 = -11318733.728360
  nChanged 106
		SP:Iteration 47Q (110774.730000 sec): 3 clusters
  Score: Raw -11322500.929876 + Penalty 3763.750579 = -11318737.179297
  nChanged 111
		SP:Iteration 48Q (110775.710000 sec): 3 clusters
  Score: Raw -11322504.420442 + Penalty 3763.750579 = -11318740.669863
  nChanged 105
		SP:Iteration 49Q (110776.740000 sec): 3 clusters
  Score: Raw -11322507.448727 + Penalty 3763.750579 = -11318743.698148
  nChanged 91
		SP:Iteration 50Q (110777.760000 sec): 3 clusters
  Score: Raw -11322510.047082 + Penalty 3763.750579 = -11318746.296503
  nChanged 86
		SP:Iteration 51Q (110778.740000 sec): 3 clusters
  Score: Raw -11322512.164181 + Penalty 3763.750579 = -11318748.413602
  nChanged 80
		SP:Iteration 52Q (110779.760000 sec): 3 clusters
  Score: Raw -11322514.282331 + Penalty 3763.750579 = -11318750.531752
  nChanged 72
		SP:Iteration 53Q (110780.740000 sec): 3 clusters
  Score: Raw -11322516.030099 + Penalty 3763.750579 = -11318752.279521
  nChanged 66
		SP:Iteration 54Q (110781.760000 sec): 3 clusters
  Score: Raw -11322517.461099 + Penalty 3763.750579 = -11318753.710520
  nChanged 61
		SP:Iteration 55Q (110782.740000 sec): 3 clusters
  Score: Raw -11322518.617178 + Penalty 3763.750579 = -11318754.866599
  nChanged 66
		SP:Iteration 56Q (110783.740000 sec): 3 clusters
  Score: Raw -11322520.219887 + Penalty 3763.750579 = -11318756.469308
  nChanged 66
		SP:Iteration 57Q (110784.710000 sec): 3 clusters
  Score: Raw -11322521.652639 + Penalty 3763.750579 = -11318757.902061
  nChanged 48
		SP:Iteration 58Q (110785.740000 sec): 3 clusters
  Score: Raw -11322522.484210 + Penalty 3763.750579 = -11318758.733631
  nChanged 39
		SP:Iteration 59Q (110786.710000 sec): 3 clusters
  Score: Raw -11322523.191619 + Penalty 3763.750579 = -11318759.441040
  nChanged 35
		SP:Iteration 60F (110787.700000 sec): 3 clusters
  Score: Raw -11322523.894217 + Penalty 3763.750579 = -11318760.143638
  nChanged 45
		SP:Iteration 61Q (110788.690000 sec): 3 clusters
  Score: Raw -11322524.983139 + Penalty 3763.750579 = -11318761.232560
  nChanged 49
		SP:Iteration 62Q (110789.710000 sec): 3 clusters
  Score: Raw -11322526.006902 + Penalty 3763.750579 = -11318762.256323
  nChanged 50
		SP:Iteration 63Q (110790.690000 sec): 3 clusters
  Score: Raw -11322526.982721 + Penalty 3763.750579 = -11318763.232142
  nChanged 40
		SP:Iteration 64Q (110791.690000 sec): 3 clusters
  Score: Raw -11322527.719076 + Penalty 3763.750579 = -11318763.968497
  nChanged 37
		SP:Iteration 65Q (110792.670000 sec): 3 clusters
  Score: Raw -11322528.320702 + Penalty 3763.750579 = -11318764.570123
  nChanged 30
		SP:Iteration 66Q (110793.670000 sec): 3 clusters
  Score: Raw -11322528.725147 + Penalty 3763.750579 = -11318764.974568
  nChanged 24
		SP:Iteration 67Q (110794.650000 sec): 3 clusters
  Score: Raw -11322529.075304 + Penalty 3763.750579 = -11318765.324725
  nChanged 20
		SP:Iteration 68Q (110795.650000 sec): 3 clusters
  Score: Raw -11322529.401073 + Penalty 3763.750579 = -11318765.650494
  nChanged 19
		SP:Iteration 69Q (110796.620000 sec): 3 clusters
  Score: Raw -11322529.731005 + Penalty 3763.750579 = -11318765.980427
  nChanged 28
		SP:Iteration 70Q (110797.650000 sec): 3 clusters
  Score: Raw -11322530.223313 + Penalty 3763.750579 = -11318766.472735
  nChanged 22
		SP:Iteration 71Q (110798.670000 sec): 3 clusters
  Score: Raw -11322530.574781 + Penalty 3763.750579 = -11318766.824202
  nChanged 23
		SP:Iteration 72Q (110799.650000 sec): 3 clusters
  Score: Raw -11322530.907062 + Penalty 3763.750579 = -11318767.156483
  nChanged 20
		SP:Iteration 73Q (110800.670000 sec): 3 clusters
  Score: Raw -11322531.201958 + Penalty 3763.750579 = -11318767.451380
  nChanged 18
		SP:Iteration 74Q (110801.650000 sec): 3 clusters
  Score: Raw -11322531.442385 + Penalty 3763.750579 = -11318767.691807
  nChanged 14
		SP:Iteration 75Q (110802.680000 sec): 3 clusters
  Score: Raw -11322531.671733 + Penalty 3763.750579 = -11318767.921154
  nChanged 21
		SP:Iteration 76Q (110803.650000 sec): 3 clusters
  Score: Raw -11322531.938908 + Penalty 3763.750579 = -11318768.188330
  nChanged 20
		SP:Iteration 77Q (110804.660000 sec): 3 clusters
  Score: Raw -11322532.220505 + Penalty 3763.750579 = -11318768.469926
  nChanged 18
		SP:Iteration 78Q (110805.640000 sec): 3 clusters
  Score: Raw -11322532.478099 + Penalty 3763.750579 = -11318768.727520
  nChanged 20
		SP:Iteration 79Q (110806.640000 sec): 3 clusters
  Score: Raw -11322532.872453 + Penalty 3763.750579 = -11318769.121874
  nChanged 15
		SP:Iteration 80F (110807.610000 sec): 3 clusters
  Score: Raw -11322533.145241 + Penalty 3763.750579 = -11318769.394662
  nChanged 20
		SP:Iteration 81Q (110808.630000 sec): 3 clusters
  Score: Raw -11322533.475465 + Penalty 3763.750579 = -11318769.724887
  nChanged 21
		SP:Iteration 82Q (110809.610000 sec): 3 clusters
  Score: Raw -11322533.706208 + Penalty 3763.750579 = -11318769.955629
  nChanged 4
		SP:Iteration 83Q (110810.630000 sec): 3 clusters
  Score: Raw -11322533.734714 + Penalty 3763.750579 = -11318769.984135
  nChanged 1
		SP:Iteration 84Q (110811.650000 sec): 3 clusters
  Score: Raw -11322533.746108 + Penalty 3763.750579 = -11318769.995529
  nChanged 4
		SP:Iteration 85Q (110812.630000 sec): 3 clusters
  Score: Raw -11322533.778053 + Penalty 3763.750579 = -11318770.027474
  nChanged 5
		SP:Iteration 86Q (110813.650000 sec): 3 clusters
  Score: Raw -11322533.824222 + Penalty 3763.750579 = -11318770.073643
  nChanged 6
		SP:Iteration 87Q (110814.630000 sec): 3 clusters
  Score: Raw -11322533.894817 + Penalty 3763.750579 = -11318770.144238
  nChanged 8
		SP:Iteration 88Q (110815.650000 sec): 3 clusters
  Score: Raw -11322533.942883 + Penalty 3763.750579 = -11318770.192304
  nChanged 4
		SP:Iteration 89Q (110816.630000 sec): 3 clusters
  Score: Raw -11322533.968318 + Penalty 3763.750579 = -11318770.217739
  nChanged 2
		SP:Iteration 90Q (110817.660000 sec): 3 clusters
  Score: Raw -11322533.978837 + Penalty 3763.750579 = -11318770.228258
  nChanged 2
		SP:Iteration 91Q (110818.640000 sec): 3 clusters
  Score: Raw -11322533.992595 + Penalty 3763.750579 = -11318770.242016
  nChanged 3
		SP:Iteration 92Q (110819.670000 sec): 3 clusters
  Score: Raw -11322534.023073 + Penalty 3763.750579 = -11318770.272494
  nChanged 4
		SP:Iteration 93Q (110820.700000 sec): 3 clusters
  Score: Raw -11322534.058847 + Penalty 3763.750579 = -11318770.308268
  nChanged 2
		SP:Iteration 94Q (110821.680000 sec): 3 clusters
  Score: Raw -11322534.084257 + Penalty 3763.750579 = -11318770.333678
  nChanged 3
		SP:Iteration 95Q (110822.690000 sec): 3 clusters
  Score: Raw -11322534.122955 + Penalty 3763.750579 = -11318770.372376
  nChanged 5
		SP:Iteration 96Q (110823.670000 sec): 3 clusters
  Score: Raw -11322534.170032 + Penalty 3763.750579 = -11318770.419454
  nChanged 5
		SP:Iteration 97Q (110824.700000 sec): 3 clusters
  Score: Raw -11322534.212031 + Penalty 3763.750579 = -11318770.461453
  nChanged 4
		SP:Iteration 98Q (110825.730000 sec): 3 clusters
  Score: Raw -11322534.255780 + Penalty 3763.750579 = -11318770.505201
  nChanged 7
		SP:Iteration 99Q (110826.700000 sec): 3 clusters
  Score: Raw -11322534.312200 + Penalty 3763.750579 = -11318770.561621
  nChanged 7
		SP:Iteration 100F (110827.730000 sec): 3 clusters
  Score: Raw -11322534.387993 + Penalty 3763.750579 = -11318770.637414
  nChanged 8
		SP:Iteration 101Q (110828.710000 sec): 3 clusters
  Score: Raw -11322534.474103 + Penalty 3763.750579 = -11318770.723524
  nChanged 7
		SP:Iteration 102Q (110829.740000 sec): 3 clusters
  Score: Raw -11322534.568714 + Penalty 3763.750579 = -11318770.818136
  nChanged 4
		SP:Iteration 103Q (110830.760000 sec): 3 clusters
  Score: Raw -11322534.614193 + Penalty 3763.750579 = -11318770.863614
  nChanged 4
		SP:Iteration 104Q (110831.740000 sec): 3 clusters
  Score: Raw -11322534.647938 + Penalty 3763.750579 = -11318770.897359
  nChanged 2
		SP:Iteration 105Q (110832.770000 sec): 3 clusters
  Score: Raw -11322534.670695 + Penalty 3763.750579 = -11318770.920116
  nChanged 4
		SP:Iteration 106Q (110833.750000 sec): 3 clusters
  Score: Raw -11322534.701923 + Penalty 3763.750579 = -11318770.951344
  nChanged 1
		SP:Iteration 107Q (110834.750000 sec): 3 clusters
  Score: Raw -11322534.713921 + Penalty 3763.750579 = -11318770.963342
  nChanged 0
		SP:Iteration 108F (110835.730000 sec): 3 clusters
  Score: Raw -11322534.713921 + Penalty 3763.750579 = -11318770.963342
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 76 (2237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110835.780000 sec): 2 clusters
  Score: Raw -228382.079207 + Penalty 1253.344781 = -227128.734425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110835.840000 sec): 3 clusters
  Score: Raw -227429.601410 + Penalty 2506.689562 = -224922.911847
  nChanged 761
		SP:Iteration 1F (110835.890000 sec): 3 clusters
  Score: Raw -227931.333236 + Penalty 2506.689562 = -225424.643674
  nChanged 173
		SP:Iteration 2F (110835.930000 sec): 3 clusters
  Score: Raw -228047.627590 + Penalty 2506.689562 = -225540.938027
  nChanged 98
		SP:Iteration 3Q (110835.980000 sec): 3 clusters
  Score: Raw -228126.401482 + Penalty 2506.689562 = -225619.711920
  nChanged 80
		SP:Iteration 4Q (110836.030000 sec): 3 clusters
  Score: Raw -228177.206235 + Penalty 2506.689562 = -225670.516672
  nChanged 67
		SP:Iteration 5Q (110836.070000 sec): 3 clusters
  Score: Raw -228214.605523 + Penalty 2506.689562 = -225707.915960
  nChanged 54
		SP:Iteration 6Q (110836.120000 sec): 3 clusters
  Score: Raw -228249.150124 + Penalty 2506.689562 = -225742.460562
  nChanged 49
		SP:Iteration 7Q (110836.160000 sec): 3 clusters
  Score: Raw -228280.024239 + Penalty 2506.689562 = -225773.334676
  nChanged 44
		SP:Iteration 8Q (110836.200000 sec): 3 clusters
  Score: Raw -228306.714383 + Penalty 2506.689562 = -225800.024821
  nChanged 36
		SP:Iteration 9Q (110836.250000 sec): 3 clusters
  Score: Raw -228323.961632 + Penalty 2506.689562 = -225817.272070
  nChanged 29
		SP:Iteration 10Q (110836.290000 sec): 3 clusters
  Score: Raw -228339.225651 + Penalty 2506.689562 = -225832.536088
  nChanged 24
		SP:Iteration 11Q (110836.340000 sec): 3 clusters
  Score: Raw -228351.219154 + Penalty 2506.689562 = -225844.529591
  nChanged 12
		SP:Iteration 12Q (110836.380000 sec): 3 clusters
  Score: Raw -228356.488646 + Penalty 2506.689562 = -225849.799084
  nChanged 15
		SP:Iteration 13Q (110836.420000 sec): 3 clusters
  Score: Raw -228362.282618 + Penalty 2506.689562 = -225855.593055
  nChanged 12
		SP:Iteration 14Q (110836.470000 sec): 3 clusters
  Score: Raw -228369.272444 + Penalty 2506.689562 = -225862.582882
  nChanged 18
		SP:Iteration 15Q (110836.510000 sec): 3 clusters
  Score: Raw -228378.897866 + Penalty 2506.689562 = -225872.208304
  nChanged 14
		SP:Iteration 16Q (110836.560000 sec): 3 clusters
  Score: Raw -228386.693196 + Penalty 2506.689562 = -225880.003633
  nChanged 10
		SP:Iteration 17Q (110836.600000 sec): 3 clusters
  Score: Raw -228390.806760 + Penalty 2506.689562 = -225884.117198
  nChanged 4
		SP:Iteration 18Q (110836.640000 sec): 3 clusters
  Score: Raw -228392.893792 + Penalty 2506.689562 = -225886.204230
  nChanged 2
		SP:Iteration 19Q (110836.690000 sec): 3 clusters
  Score: Raw -228393.632654 + Penalty 2506.689562 = -225886.943092
  nChanged 3
		SP:Iteration 20F (110836.730000 sec): 3 clusters
  Score: Raw -228394.685546 + Penalty 2506.689562 = -225887.995984
  nChanged 1
		SP:Iteration 21Q (110836.780000 sec): 3 clusters
  Score: Raw -228394.917846 + Penalty 2506.689562 = -225888.228283
  nChanged 1
		SP:Iteration 22Q (110836.820000 sec): 3 clusters
  Score: Raw -228395.311316 + Penalty 2506.689562 = -225888.621753
  nChanged 1
		SP:Iteration 23Q (110836.860000 sec): 3 clusters
  Score: Raw -228395.605349 + Penalty 2506.689562 = -225888.915786
  nChanged 1
		SP:Iteration 24Q (110836.910000 sec): 3 clusters
  Score: Raw -228396.126637 + Penalty 2506.689562 = -225889.437075
  nChanged 0
		SP:Iteration 25F (110836.950000 sec): 3 clusters
  Score: Raw -228396.126637 + Penalty 2506.689562 = -225889.437075
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 77 (4316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110837.030000 sec): 2 clusters
  Score: Raw -409191.683188 + Penalty 1360.138703 = -407831.544485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110837.120000 sec): 3 clusters
  Score: Raw -406976.315832 + Penalty 2720.277406 = -404256.038426
  nChanged 1743
		SP:Iteration 1F (110837.200000 sec): 3 clusters
  Score: Raw -408146.366440 + Penalty 2720.277406 = -405426.089034
  nChanged 397
		SP:Iteration 2F (110837.280000 sec): 3 clusters
  Score: Raw -408478.435466 + Penalty 2720.277406 = -405758.158060
  nChanged 326
		SP:Iteration 3F (110837.360000 sec): 3 clusters
  Score: Raw -408816.862966 + Penalty 2720.277406 = -406096.585560
  nChanged 300
		SP:Iteration 4F (110837.440000 sec): 3 clusters
  Score: Raw -409103.118837 + Penalty 2720.277406 = -406382.841431
  nChanged 228
		SP:Iteration 5F (110837.520000 sec): 3 clusters
  Score: Raw -409283.800994 + Penalty 2720.277406 = -406563.523588
  nChanged 156
		SP:Iteration 6Q (110837.610000 sec): 3 clusters
  Score: Raw -409386.860565 + Penalty 2720.277406 = -406666.583159
  nChanged 114
		SP:Iteration 7Q (110837.690000 sec): 3 clusters
  Score: Raw -409461.058066 + Penalty 2720.277406 = -406740.780660
  nChanged 94
		SP:Iteration 8Q (110837.770000 sec): 3 clusters
  Score: Raw -409512.602050 + Penalty 2720.277406 = -406792.324644
  nChanged 61
		SP:Iteration 9Q (110837.850000 sec): 3 clusters
  Score: Raw -409542.744025 + Penalty 2720.277406 = -406822.466619
  nChanged 45
		SP:Iteration 10Q (110837.940000 sec): 3 clusters
  Score: Raw -409565.571734 + Penalty 2720.277406 = -406845.294328
  nChanged 44
		SP:Iteration 11Q (110838.020000 sec): 3 clusters
  Score: Raw -409586.188278 + Penalty 2720.277406 = -406865.910872
  nChanged 33
		SP:Iteration 12Q (110838.100000 sec): 3 clusters
  Score: Raw -409601.569135 + Penalty 2720.277406 = -406881.291729
  nChanged 37
		SP:Iteration 13Q (110838.180000 sec): 3 clusters
  Score: Raw -409615.860056 + Penalty 2720.277406 = -406895.582650
  nChanged 29
		SP:Iteration 14Q (110838.260000 sec): 3 clusters
  Score: Raw -409627.829369 + Penalty 2720.277406 = -406907.551963
  nChanged 23
		SP:Iteration 15Q (110838.340000 sec): 3 clusters
  Score: Raw -409637.141700 + Penalty 2720.277406 = -406916.864294
  nChanged 21
		SP:Iteration 16Q (110838.420000 sec): 3 clusters
  Score: Raw -409647.322268 + Penalty 2720.277406 = -406927.044862
  nChanged 20
		SP:Iteration 17Q (110838.510000 sec): 3 clusters
  Score: Raw -409654.655976 + Penalty 2720.277406 = -406934.378570
  nChanged 14
		SP:Iteration 18Q (110838.590000 sec): 3 clusters
  Score: Raw -409660.292407 + Penalty 2720.277406 = -406940.015001
  nChanged 14
		SP:Iteration 19Q (110838.670000 sec): 3 clusters
  Score: Raw -409665.216018 + Penalty 2720.277406 = -406944.938612
  nChanged 12
		SP:Iteration 20F (110838.750000 sec): 3 clusters
  Score: Raw -409668.609026 + Penalty 2720.277406 = -406948.331620
  nChanged 6
		SP:Iteration 21Q (110838.830000 sec): 3 clusters
  Score: Raw -409669.756102 + Penalty 2720.277406 = -406949.478696
  nChanged 6
		SP:Iteration 22Q (110838.910000 sec): 3 clusters
  Score: Raw -409671.407032 + Penalty 2720.277406 = -406951.129626
  nChanged 5
		SP:Iteration 23Q (110839.000000 sec): 3 clusters
  Score: Raw -409672.127494 + Penalty 2720.277406 = -406951.850088
  nChanged 0
		SP:Iteration 24F (110839.080000 sec): 3 clusters
  Score: Raw -409672.127494 + Penalty 2720.277406 = -406951.850088
  nChanged 0
Iteration 419Q (111071.850000 sec): 78 clusters
  Score: Raw -107693023.503197 + Penalty 174074.127757 = -107518949.375440
  nChanged 3
Iteration 420F (111396.000000 sec): 78 clusters
  Score: Raw -107693023.515685 + Penalty 174074.127757 = -107518949.387928
  nChanged 3
Iteration 421Q (111629.110000 sec): 78 clusters
  Score: Raw -107693023.528518 + Penalty 174074.127757 = -107518949.400762
  nChanged 4
Iteration 422Q (111862.180000 sec): 78 clusters
  Score: Raw -107693023.546935 + Penalty 174074.127757 = -107518949.419179
  nChanged 2
Iteration 423Q (112094.150000 sec): 78 clusters
  Score: Raw -107693023.556867 + Penalty 174074.127757 = -107518949.429110
  nChanged 1
Iteration 424Q (112327.270000 sec): 78 clusters
  Score: Raw -107693023.560804 + Penalty 174074.127757 = -107518949.433048
  nChanged 1
Iteration 425Q (112560.900000 sec): 78 clusters
  Score: Raw -107693023.564814 + Penalty 174074.127757 = -107518949.437058
  nChanged 2
Iteration 426Q (112793.460000 sec): 78 clusters
  Score: Raw -107693023.572701 + Penalty 174074.127757 = -107518949.444944
  nChanged 4
Iteration 427Q (113027.200000 sec): 78 clusters
  Score: Raw -107693023.594338 + Penalty 174074.127757 = -107518949.466581
  nChanged 2
Iteration 428Q (113260.320000 sec): 78 clusters
  Score: Raw -107693023.608954 + Penalty 174074.127757 = -107518949.481197
  nChanged 0
Iteration 429F (113583.650000 sec): 78 clusters
  Score: Raw -107693023.608954 + Penalty 174074.127757 = -107518949.481197
  nChanged 0
Compute initial score before splitting:   Score: Raw -107693023.608954 + Penalty 174074.127757 = -107518949.481197
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 1 (131390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113584.460000 sec): 2 clusters
  Score: Raw -12605784.205390 + Penalty 1915.212858 = -12603868.992532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113585.670000 sec): 3 clusters
  Score: Raw -12519775.489440 + Penalty 3830.425716 = -12515945.063724
  nChanged 63145
		SP:Iteration 1F (113586.890000 sec): 3 clusters
  Score: Raw -12559251.070414 + Penalty 3830.425716 = -12555420.644698
  nChanged 6891
		SP:Iteration 2F (113588.070000 sec): 3 clusters
  Score: Raw -12562528.065693 + Penalty 3830.425716 = -12558697.639978
  nChanged 7675
		SP:Iteration 3F (113589.290000 sec): 3 clusters
  Score: Raw -12566668.054805 + Penalty 3830.425716 = -12562837.629089
  nChanged 8327
		SP:Iteration 4F (113590.470000 sec): 3 clusters
  Score: Raw -12571472.741620 + Penalty 3830.425716 = -12567642.315905
  nChanged 8416
		SP:Iteration 5F (113591.690000 sec): 3 clusters
  Score: Raw -12576575.210981 + Penalty 3830.425716 = -12572744.785265
  nChanged 8016
		SP:Iteration 6F (113592.860000 sec): 3 clusters
  Score: Raw -12581556.904608 + Penalty 3830.425716 = -12577726.478893
  nChanged 7082
		SP:Iteration 7F (113594.090000 sec): 3 clusters
  Score: Raw -12585718.811656 + Penalty 3830.425716 = -12581888.385940
  nChanged 5837
		SP:Iteration 8Q (113595.340000 sec): 3 clusters
  Score: Raw -12588509.335876 + Penalty 3830.425716 = -12584678.910160
  nChanged 4332
		SP:Iteration 9Q (113596.590000 sec): 3 clusters
  Score: Raw -12590024.567908 + Penalty 3830.425716 = -12586194.142193
  nChanged 2860
		SP:Iteration 10Q (113597.830000 sec): 3 clusters
  Score: Raw -12590779.896664 + Penalty 3830.425716 = -12586949.470948
  nChanged 2068
		SP:Iteration 11Q (113599.070000 sec): 3 clusters
  Score: Raw -12591225.020990 + Penalty 3830.425716 = -12587394.595274
  nChanged 1686
		SP:Iteration 12Q (113600.340000 sec): 3 clusters
  Score: Raw -12591577.562723 + Penalty 3830.425716 = -12587747.137007
  nChanged 1468
		SP:Iteration 13Q (113601.590000 sec): 3 clusters
  Score: Raw -12591901.881396 + Penalty 3830.425716 = -12588071.455680
  nChanged 1437
		SP:Iteration 14Q (113602.800000 sec): 3 clusters
  Score: Raw -12592235.968161 + Penalty 3830.425716 = -12588405.542445
  nChanged 1468
		SP:Iteration 15Q (113604.020000 sec): 3 clusters
  Score: Raw -12592574.028218 + Penalty 3830.425716 = -12588743.602503
  nChanged 1405
		SP:Iteration 16Q (113605.280000 sec): 3 clusters
  Score: Raw -12592900.143734 + Penalty 3830.425716 = -12589069.718018
  nChanged 1452
		SP:Iteration 17Q (113606.470000 sec): 3 clusters
  Score: Raw -12593226.148670 + Penalty 3830.425716 = -12589395.722954
  nChanged 1427
		SP:Iteration 18Q (113607.690000 sec): 3 clusters
  Score: Raw -12593543.583365 + Penalty 3830.425716 = -12589713.157649
  nChanged 1467
		SP:Iteration 19Q (113608.880000 sec): 3 clusters
  Score: Raw -12593895.276843 + Penalty 3830.425716 = -12590064.851128
  nChanged 1437
		SP:Iteration 20F (113610.080000 sec): 3 clusters
  Score: Raw -12594229.802394 + Penalty 3830.425716 = -12590399.376678
  nChanged 1370
		SP:Iteration 21Q (113611.270000 sec): 3 clusters
  Score: Raw -12594528.566283 + Penalty 3830.425716 = -12590698.140568
  nChanged 1349
		SP:Iteration 22Q (113612.480000 sec): 3 clusters
  Score: Raw -12594818.652983 + Penalty 3830.425716 = -12590988.227267
  nChanged 1376
		SP:Iteration 23Q (113613.660000 sec): 3 clusters
  Score: Raw -12595128.757566 + Penalty 3830.425716 = -12591298.331850
  nChanged 1423
		SP:Iteration 24Q (113614.890000 sec): 3 clusters
  Score: Raw -12595458.502395 + Penalty 3830.425716 = -12591628.076680
  nChanged 1482
		SP:Iteration 25Q (113616.060000 sec): 3 clusters
  Score: Raw -12595806.659457 + Penalty 3830.425716 = -12591976.233742
  nChanged 1530
		SP:Iteration 26Q (113617.270000 sec): 3 clusters
  Score: Raw -12596172.633840 + Penalty 3830.425716 = -12592342.208125
  nChanged 1570
		SP:Iteration 27Q (113618.430000 sec): 3 clusters
  Score: Raw -12596572.294747 + Penalty 3830.425716 = -12592741.869032
  nChanged 1659
		SP:Iteration 28Q (113619.640000 sec): 3 clusters
  Score: Raw -12597015.211197 + Penalty 3830.425716 = -12593184.785481
  nChanged 1660
		SP:Iteration 29Q (113620.790000 sec): 3 clusters
  Score: Raw -12597456.192674 + Penalty 3830.425716 = -12593625.766958
  nChanged 1662
		SP:Iteration 30Q (113621.940000 sec): 3 clusters
  Score: Raw -12597928.654475 + Penalty 3830.425716 = -12594098.228760
  nChanged 1769
		SP:Iteration 31Q (113623.080000 sec): 3 clusters
  Score: Raw -12598467.086607 + Penalty 3830.425716 = -12594636.660891
  nChanged 1711
		SP:Iteration 32Q (113624.260000 sec): 3 clusters
  Score: Raw -12599008.548921 + Penalty 3830.425716 = -12595178.123205
  nChanged 1713
		SP:Iteration 33Q (113625.400000 sec): 3 clusters
  Score: Raw -12599573.377697 + Penalty 3830.425716 = -12595742.951981
  nChanged 1727
		SP:Iteration 34Q (113626.550000 sec): 3 clusters
  Score: Raw -12600194.776809 + Penalty 3830.425716 = -12596364.351093
  nChanged 1785
		SP:Iteration 35Q (113627.690000 sec): 3 clusters
  Score: Raw -12600879.418740 + Penalty 3830.425716 = -12597048.993024
  nChanged 1717
		SP:Iteration 36Q (113628.820000 sec): 3 clusters
  Score: Raw -12601591.124349 + Penalty 3830.425716 = -12597760.698633
  nChanged 1683
		SP:Iteration 37Q (113629.950000 sec): 3 clusters
  Score: Raw -12602324.760729 + Penalty 3830.425716 = -12598494.335014
  nChanged 1651
		SP:Iteration 38Q (113631.070000 sec): 3 clusters
  Score: Raw -12603047.594408 + Penalty 3830.425716 = -12599217.168693
  nChanged 1466
		SP:Iteration 39Q (113632.210000 sec): 3 clusters
  Score: Raw -12603644.320671 + Penalty 3830.425716 = -12599813.894955
  nChanged 1329
		SP:Iteration 40F (113633.430000 sec): 3 clusters
  Score: Raw -12604182.776215 + Penalty 3830.425716 = -12600352.350499
  nChanged 1197
		SP:Iteration 41Q (113634.530000 sec): 3 clusters
  Score: Raw -12604634.200479 + Penalty 3830.425716 = -12600803.774764
  nChanged 1118
		SP:Iteration 42Q (113635.630000 sec): 3 clusters
  Score: Raw -12605075.575574 + Penalty 3830.425716 = -12601245.149858
  nChanged 1037
		SP:Iteration 43Q (113636.760000 sec): 3 clusters
  Score: Raw -12605460.387244 + Penalty 3830.425716 = -12601629.961528
  nChanged 943
		SP:Iteration 44Q (113637.890000 sec): 3 clusters
  Score: Raw -12605785.420408 + Penalty 3830.425716 = -12601954.994692
  nChanged 817
		SP:Iteration 45Q (113639.010000 sec): 3 clusters
  Score: Raw -12606079.127280 + Penalty 3830.425716 = -12602248.701564
  nChanged 733
		SP:Iteration 46Q (113640.080000 sec): 3 clusters
  Score: Raw -12606330.710469 + Penalty 3830.425716 = -12602500.284753
  nChanged 634
		SP:Iteration 47Q (113641.180000 sec): 3 clusters
  Score: Raw -12606542.028149 + Penalty 3830.425716 = -12602711.602434
  nChanged 553
		SP:Iteration 48Q (113642.290000 sec): 3 clusters
  Score: Raw -12606719.781423 + Penalty 3830.425716 = -12602889.355707
  nChanged 495
		SP:Iteration 49Q (113643.370000 sec): 3 clusters
  Score: Raw -12606867.229111 + Penalty 3830.425716 = -12603036.803396
  nChanged 421
		SP:Iteration 50Q (113644.480000 sec): 3 clusters
  Score: Raw -12606985.608514 + Penalty 3830.425716 = -12603155.182798
  nChanged 361
		SP:Iteration 51Q (113645.610000 sec): 3 clusters
  Score: Raw -12607082.868280 + Penalty 3830.425716 = -12603252.442565
  nChanged 334
		SP:Iteration 52Q (113646.670000 sec): 3 clusters
  Score: Raw -12607167.429497 + Penalty 3830.425716 = -12603337.003782
  nChanged 275
		SP:Iteration 53Q (113647.760000 sec): 3 clusters
  Score: Raw -12607232.681018 + Penalty 3830.425716 = -12603402.255302
  nChanged 231
		SP:Iteration 54Q (113648.820000 sec): 3 clusters
  Score: Raw -12607285.176845 + Penalty 3830.425716 = -12603454.751130
  nChanged 186
		SP:Iteration 55Q (113649.910000 sec): 3 clusters
  Score: Raw -12607328.514122 + Penalty 3830.425716 = -12603498.088406
  nChanged 181
		SP:Iteration 56Q (113651.030000 sec): 3 clusters
  Score: Raw -12607367.678099 + Penalty 3830.425716 = -12603537.252384
  nChanged 174
		SP:Iteration 57Q (113652.100000 sec): 3 clusters
  Score: Raw -12607404.562370 + Penalty 3830.425716 = -12603574.136654
  nChanged 150
		SP:Iteration 58Q (113653.210000 sec): 3 clusters
  Score: Raw -12607436.353595 + Penalty 3830.425716 = -12603605.927880
  nChanged 139
		SP:Iteration 59Q (113654.330000 sec): 3 clusters
  Score: Raw -12607463.055789 + Penalty 3830.425716 = -12603632.630073
  nChanged 134
		SP:Iteration 60F (113655.510000 sec): 3 clusters
  Score: Raw -12607490.556403 + Penalty 3830.425716 = -12603660.130688
  nChanged 114
		SP:Iteration 61Q (113656.540000 sec): 3 clusters
  Score: Raw -12607510.583647 + Penalty 3830.425716 = -12603680.157931
  nChanged 99
		SP:Iteration 62Q (113657.630000 sec): 3 clusters
  Score: Raw -12607526.419177 + Penalty 3830.425716 = -12603695.993462
  nChanged 80
		SP:Iteration 63Q (113658.690000 sec): 3 clusters
  Score: Raw -12607540.715850 + Penalty 3830.425716 = -12603710.290134
  nChanged 73
		SP:Iteration 64Q (113659.730000 sec): 3 clusters
  Score: Raw -12607551.855061 + Penalty 3830.425716 = -12603721.429346
  nChanged 60
		SP:Iteration 65Q (113660.810000 sec): 3 clusters
  Score: Raw -12607560.040168 + Penalty 3830.425716 = -12603729.614452
  nChanged 52
		SP:Iteration 66Q (113661.870000 sec): 3 clusters
  Score: Raw -12607568.526426 + Penalty 3830.425716 = -12603738.100710
  nChanged 51
		SP:Iteration 67Q (113662.900000 sec): 3 clusters
  Score: Raw -12607575.283945 + Penalty 3830.425716 = -12603744.858229
  nChanged 44
		SP:Iteration 68Q (113663.990000 sec): 3 clusters
  Score: Raw -12607581.477523 + Penalty 3830.425716 = -12603751.051808
  nChanged 32
		SP:Iteration 69Q (113665.030000 sec): 3 clusters
  Score: Raw -12607587.527309 + Penalty 3830.425716 = -12603757.101594
  nChanged 38
		SP:Iteration 70Q (113666.060000 sec): 3 clusters
  Score: Raw -12607592.657262 + Penalty 3830.425716 = -12603762.231546
  nChanged 27
		SP:Iteration 71Q (113667.150000 sec): 3 clusters
  Score: Raw -12607596.603120 + Penalty 3830.425716 = -12603766.177404
  nChanged 27
		SP:Iteration 72Q (113668.180000 sec): 3 clusters
  Score: Raw -12607599.543545 + Penalty 3830.425716 = -12603769.117829
  nChanged 25
		SP:Iteration 73Q (113669.220000 sec): 3 clusters
  Score: Raw -12607602.321377 + Penalty 3830.425716 = -12603771.895661
  nChanged 15
		SP:Iteration 74Q (113670.310000 sec): 3 clusters
  Score: Raw -12607604.235895 + Penalty 3830.425716 = -12603773.810179
  nChanged 20
		SP:Iteration 75Q (113671.370000 sec): 3 clusters
  Score: Raw -12607606.261677 + Penalty 3830.425716 = -12603775.835962
  nChanged 16
		SP:Iteration 76Q (113672.450000 sec): 3 clusters
  Score: Raw -12607608.088279 + Penalty 3830.425716 = -12603777.662563
  nChanged 22
		SP:Iteration 77Q (113673.510000 sec): 3 clusters
  Score: Raw -12607610.996840 + Penalty 3830.425716 = -12603780.571124
  nChanged 20
		SP:Iteration 78Q (113674.600000 sec): 3 clusters
  Score: Raw -12607613.475763 + Penalty 3830.425716 = -12603783.050048
  nChanged 19
		SP:Iteration 79Q (113675.660000 sec): 3 clusters
  Score: Raw -12607615.829117 + Penalty 3830.425716 = -12603785.403401
  nChanged 19
		SP:Iteration 80F (113676.820000 sec): 3 clusters
  Score: Raw -12607618.809971 + Penalty 3830.425716 = -12603788.384256
  nChanged 23
		SP:Iteration 81Q (113677.900000 sec): 3 clusters
  Score: Raw -12607621.778201 + Penalty 3830.425716 = -12603791.352486
  nChanged 18
		SP:Iteration 82Q (113678.960000 sec): 3 clusters
  Score: Raw -12607623.863497 + Penalty 3830.425716 = -12603793.437782
  nChanged 15
		SP:Iteration 83Q (113679.990000 sec): 3 clusters
  Score: Raw -12607625.466357 + Penalty 3830.425716 = -12603795.040641
  nChanged 13
		SP:Iteration 84Q (113681.080000 sec): 3 clusters
  Score: Raw -12607626.561763 + Penalty 3830.425716 = -12603796.136048
  nChanged 14
		SP:Iteration 85Q (113682.140000 sec): 3 clusters
  Score: Raw -12607628.186212 + Penalty 3830.425716 = -12603797.760496
  nChanged 13
		SP:Iteration 86Q (113683.210000 sec): 3 clusters
  Score: Raw -12607629.911745 + Penalty 3830.425716 = -12603799.486029
  nChanged 11
		SP:Iteration 87Q (113684.270000 sec): 3 clusters
  Score: Raw -12607631.204980 + Penalty 3830.425716 = -12603800.779264
  nChanged 7
		SP:Iteration 88Q (113685.300000 sec): 3 clusters
  Score: Raw -12607632.227278 + Penalty 3830.425716 = -12603801.801562
  nChanged 5
		SP:Iteration 89Q (113686.400000 sec): 3 clusters
  Score: Raw -12607632.925057 + Penalty 3830.425716 = -12603802.499342
  nChanged 5
		SP:Iteration 90Q (113687.460000 sec): 3 clusters
  Score: Raw -12607633.438002 + Penalty 3830.425716 = -12603803.012286
  nChanged 6
		SP:Iteration 91Q (113688.550000 sec): 3 clusters
  Score: Raw -12607634.044040 + Penalty 3830.425716 = -12603803.618324
  nChanged 7
		SP:Iteration 92Q (113689.610000 sec): 3 clusters
  Score: Raw -12607634.695850 + Penalty 3830.425716 = -12603804.270134
  nChanged 15
		SP:Iteration 93Q (113690.650000 sec): 3 clusters
  Score: Raw -12607636.498588 + Penalty 3830.425716 = -12603806.072872
  nChanged 16
		SP:Iteration 94Q (113691.730000 sec): 3 clusters
  Score: Raw -12607637.852963 + Penalty 3830.425716 = -12603807.427247
  nChanged 10
		SP:Iteration 95Q (113692.770000 sec): 3 clusters
  Score: Raw -12607638.795390 + Penalty 3830.425716 = -12603808.369674
  nChanged 7
		SP:Iteration 96Q (113693.800000 sec): 3 clusters
  Score: Raw -12607639.616372 + Penalty 3830.425716 = -12603809.190657
  nChanged 6
		SP:Iteration 97Q (113694.890000 sec): 3 clusters
  Score: Raw -12607640.351141 + Penalty 3830.425716 = -12603809.925425
  nChanged 6
		SP:Iteration 98Q (113695.930000 sec): 3 clusters
  Score: Raw -12607641.263844 + Penalty 3830.425716 = -12603810.838128
  nChanged 4
		SP:Iteration 99Q (113696.960000 sec): 3 clusters
  Score: Raw -12607641.601656 + Penalty 3830.425716 = -12603811.175940
  nChanged 2
		SP:Iteration 100F (113698.160000 sec): 3 clusters
  Score: Raw -12607641.791278 + Penalty 3830.425716 = -12603811.365562
  nChanged 3
		SP:Iteration 101Q (113699.220000 sec): 3 clusters
  Score: Raw -12607642.092298 + Penalty 3830.425716 = -12603811.666583
  nChanged 1
		SP:Iteration 102Q (113700.260000 sec): 3 clusters
  Score: Raw -12607642.210463 + Penalty 3830.425716 = -12603811.784747
  nChanged 0
		SP:Iteration 103F (113701.450000 sec): 3 clusters
  Score: Raw -12607642.210463 + Penalty 3830.425716 = -12603811.784747
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 2 (36311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113701.730000 sec): 2 clusters
  Score: Raw -3812817.879600 + Penalty 1706.229851 = -3811111.649750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113702.140000 sec): 3 clusters
  Score: Raw -3790157.235758 + Penalty 3412.459702 = -3786744.776057
  nChanged 16871
		SP:Iteration 1F (113702.550000 sec): 3 clusters
  Score: Raw -3799605.844189 + Penalty 3412.459702 = -3796193.384487
  nChanged 1573
		SP:Iteration 2Q (113703.000000 sec): 3 clusters
  Score: Raw -3800105.550076 + Penalty 3412.459702 = -3796693.090374
  nChanged 1500
		SP:Iteration 3Q (113703.440000 sec): 3 clusters
  Score: Raw -3800606.826623 + Penalty 3412.459702 = -3797194.366921
  nChanged 1487
		SP:Iteration 4Q (113703.870000 sec): 3 clusters
  Score: Raw -3801181.121860 + Penalty 3412.459702 = -3797768.662158
  nChanged 1602
		SP:Iteration 5Q (113704.300000 sec): 3 clusters
  Score: Raw -3801937.868916 + Penalty 3412.459702 = -3798525.409214
  nChanged 1753
		SP:Iteration 6Q (113704.740000 sec): 3 clusters
  Score: Raw -3802927.455505 + Penalty 3412.459702 = -3799514.995804
  nChanged 1972
		SP:Iteration 7F (113705.150000 sec): 3 clusters
  Score: Raw -3804169.951906 + Penalty 3412.459702 = -3800757.492204
  nChanged 2154
		SP:Iteration 8F (113705.580000 sec): 3 clusters
  Score: Raw -3805685.361717 + Penalty 3412.459702 = -3802272.902016
  nChanged 2241
		SP:Iteration 9F (113706.010000 sec): 3 clusters
  Score: Raw -3807403.529853 + Penalty 3412.459702 = -3803991.070151
  nChanged 2030
		SP:Iteration 10F (113706.440000 sec): 3 clusters
  Score: Raw -3808989.017939 + Penalty 3412.459702 = -3805576.558238
  nChanged 1683
		SP:Iteration 11Q (113706.860000 sec): 3 clusters
  Score: Raw -3810269.097652 + Penalty 3412.459702 = -3806856.637951
  nChanged 1283
		SP:Iteration 12Q (113707.270000 sec): 3 clusters
  Score: Raw -3811239.950909 + Penalty 3412.459702 = -3807827.491207
  nChanged 888
		SP:Iteration 13Q (113707.630000 sec): 3 clusters
  Score: Raw -3811914.869912 + Penalty 3412.459702 = -3808502.410210
  nChanged 572
		SP:Iteration 14Q (113708.000000 sec): 3 clusters
  Score: Raw -3812372.553243 + Penalty 3412.459702 = -3808960.093541
  nChanged 350
		SP:Iteration 15Q (113708.340000 sec): 3 clusters
  Score: Raw -3812659.774524 + Penalty 3412.459702 = -3809247.314823
  nChanged 180
		SP:Iteration 16Q (113708.720000 sec): 3 clusters
  Score: Raw -3812807.384028 + Penalty 3412.459702 = -3809394.924326
  nChanged 109
		SP:Iteration 17Q (113709.060000 sec): 3 clusters
  Score: Raw -3812890.705318 + Penalty 3412.459702 = -3809478.245617
  nChanged 52
		SP:Iteration 18Q (113709.440000 sec): 3 clusters
  Score: Raw -3812932.028840 + Penalty 3412.459702 = -3809519.569139
  nChanged 39
		SP:Iteration 19Q (113709.790000 sec): 3 clusters
  Score: Raw -3812965.758111 + Penalty 3412.459702 = -3809553.298410
  nChanged 21
		SP:Iteration 20F (113710.210000 sec): 3 clusters
  Score: Raw -3812983.817784 + Penalty 3412.459702 = -3809571.358083
  nChanged 19
		SP:Iteration 21Q (113710.610000 sec): 3 clusters
  Score: Raw -3812997.600979 + Penalty 3412.459702 = -3809585.141277
  nChanged 10
		SP:Iteration 22Q (113710.950000 sec): 3 clusters
  Score: Raw -3813004.396809 + Penalty 3412.459702 = -3809591.937107
  nChanged 10
		SP:Iteration 23Q (113711.350000 sec): 3 clusters
  Score: Raw -3813012.736613 + Penalty 3412.459702 = -3809600.276912
  nChanged 6
		SP:Iteration 24Q (113711.750000 sec): 3 clusters
  Score: Raw -3813016.332671 + Penalty 3412.459702 = -3809603.872969
  nChanged 7
		SP:Iteration 25Q (113712.100000 sec): 3 clusters
  Score: Raw -3813025.005497 + Penalty 3412.459702 = -3809612.545796
  nChanged 5
		SP:Iteration 26Q (113712.500000 sec): 3 clusters
  Score: Raw -3813028.360278 + Penalty 3412.459702 = -3809615.900576
  nChanged 2
		SP:Iteration 27Q (113712.850000 sec): 3 clusters
  Score: Raw -3813029.833097 + Penalty 3412.459702 = -3809617.373396
  nChanged 2
		SP:Iteration 28Q (113713.210000 sec): 3 clusters
  Score: Raw -3813031.584261 + Penalty 3412.459702 = -3809619.124559
  nChanged 5
		SP:Iteration 29Q (113713.560000 sec): 3 clusters
  Score: Raw -3813035.353045 + Penalty 3412.459702 = -3809622.893343
  nChanged 5
		SP:Iteration 30Q (113713.960000 sec): 3 clusters
  Score: Raw -3813040.708391 + Penalty 3412.459702 = -3809628.248689
  nChanged 1
		SP:Iteration 31Q (113714.350000 sec): 3 clusters
  Score: Raw -3813041.387492 + Penalty 3412.459702 = -3809628.927790
  nChanged 1
		SP:Iteration 32Q (113714.700000 sec): 3 clusters
  Score: Raw -3813042.363419 + Penalty 3412.459702 = -3809629.903717
  nChanged 1
		SP:Iteration 33Q (113715.100000 sec): 3 clusters
  Score: Raw -3813043.041457 + Penalty 3412.459702 = -3809630.581756
  nChanged 1
		SP:Iteration 34Q (113715.450000 sec): 3 clusters
  Score: Raw -3813043.340527 + Penalty 3412.459702 = -3809630.880826
  nChanged 0
		SP:Iteration 35F (113715.840000 sec): 3 clusters
  Score: Raw -3813043.340527 + Penalty 3412.459702 = -3809630.880826
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 3 (13419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113715.990000 sec): 2 clusters
  Score: Raw -1428391.479492 + Penalty 1544.469370 = -1426847.010122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113716.200000 sec): 3 clusters
  Score: Raw -1420633.235695 + Penalty 3088.938740 = -1417544.296955
  nChanged 5860
		SP:Iteration 1F (113716.400000 sec): 3 clusters
  Score: Raw -1423816.220013 + Penalty 3088.938740 = -1420727.281274
  nChanged 704
		SP:Iteration 2F (113716.580000 sec): 3 clusters
  Score: Raw -1424058.963862 + Penalty 3088.938740 = -1420970.025122
  nChanged 567
		SP:Iteration 3Q (113716.810000 sec): 3 clusters
  Score: Raw -1424244.917583 + Penalty 3088.938740 = -1421155.978844
  nChanged 502
		SP:Iteration 4Q (113717.050000 sec): 3 clusters
  Score: Raw -1424413.274517 + Penalty 3088.938740 = -1421324.335777
  nChanged 451
		SP:Iteration 5Q (113717.240000 sec): 3 clusters
  Score: Raw -1424553.905748 + Penalty 3088.938740 = -1421464.967008
  nChanged 432
		SP:Iteration 6Q (113717.440000 sec): 3 clusters
  Score: Raw -1424694.828372 + Penalty 3088.938740 = -1421605.889632
  nChanged 412
		SP:Iteration 7Q (113717.670000 sec): 3 clusters
  Score: Raw -1424836.403184 + Penalty 3088.938740 = -1421747.464444
  nChanged 436
		SP:Iteration 8Q (113717.870000 sec): 3 clusters
  Score: Raw -1425015.008060 + Penalty 3088.938740 = -1421926.069320
  nChanged 505
		SP:Iteration 9Q (113718.060000 sec): 3 clusters
  Score: Raw -1425265.383286 + Penalty 3088.938740 = -1422176.444547
  nChanged 556
		SP:Iteration 10Q (113718.300000 sec): 3 clusters
  Score: Raw -1425590.852325 + Penalty 3088.938740 = -1422501.913585
  nChanged 571
		SP:Iteration 11Q (113718.490000 sec): 3 clusters
  Score: Raw -1425979.133625 + Penalty 3088.938740 = -1422890.194885
  nChanged 576
		SP:Iteration 12Q (113718.690000 sec): 3 clusters
  Score: Raw -1426416.426154 + Penalty 3088.938740 = -1423327.487414
  nChanged 557
		SP:Iteration 13Q (113718.920000 sec): 3 clusters
  Score: Raw -1426833.700615 + Penalty 3088.938740 = -1423744.761875
  nChanged 480
		SP:Iteration 14Q (113719.110000 sec): 3 clusters
  Score: Raw -1427183.720060 + Penalty 3088.938740 = -1424094.781320
  nChanged 391
		SP:Iteration 15Q (113719.320000 sec): 3 clusters
  Score: Raw -1427460.794103 + Penalty 3088.938740 = -1424371.855363
  nChanged 292
		SP:Iteration 16Q (113719.510000 sec): 3 clusters
  Score: Raw -1427646.641952 + Penalty 3088.938740 = -1424557.703212
  nChanged 243
		SP:Iteration 17Q (113719.700000 sec): 3 clusters
  Score: Raw -1427809.642929 + Penalty 3088.938740 = -1424720.704189
  nChanged 212
		SP:Iteration 18Q (113719.900000 sec): 3 clusters
  Score: Raw -1427960.621596 + Penalty 3088.938740 = -1424871.682856
  nChanged 180
		SP:Iteration 19Q (113720.070000 sec): 3 clusters
  Score: Raw -1428079.831879 + Penalty 3088.938740 = -1424990.893139
  nChanged 136
		SP:Iteration 20F (113720.300000 sec): 3 clusters
  Score: Raw -1428164.847352 + Penalty 3088.938740 = -1425075.908612
  nChanged 111
		SP:Iteration 21Q (113720.470000 sec): 3 clusters
  Score: Raw -1428233.510463 + Penalty 3088.938740 = -1425144.571723
  nChanged 94
		SP:Iteration 22Q (113720.650000 sec): 3 clusters
  Score: Raw -1428293.118059 + Penalty 3088.938740 = -1425204.179319
  nChanged 75
		SP:Iteration 23Q (113720.830000 sec): 3 clusters
  Score: Raw -1428337.891688 + Penalty 3088.938740 = -1425248.952949
  nChanged 52
		SP:Iteration 24Q (113721.040000 sec): 3 clusters
  Score: Raw -1428366.913595 + Penalty 3088.938740 = -1425277.974855
  nChanged 45
		SP:Iteration 25Q (113721.250000 sec): 3 clusters
  Score: Raw -1428395.533154 + Penalty 3088.938740 = -1425306.594414
  nChanged 36
		SP:Iteration 26Q (113721.420000 sec): 3 clusters
  Score: Raw -1428421.977069 + Penalty 3088.938740 = -1425333.038329
  nChanged 39
		SP:Iteration 27Q (113721.600000 sec): 3 clusters
  Score: Raw -1428446.618196 + Penalty 3088.938740 = -1425357.679456
  nChanged 22
		SP:Iteration 28Q (113721.780000 sec): 3 clusters
  Score: Raw -1428461.617963 + Penalty 3088.938740 = -1425372.679223
  nChanged 22
		SP:Iteration 29Q (113721.980000 sec): 3 clusters
  Score: Raw -1428475.627752 + Penalty 3088.938740 = -1425386.689012
  nChanged 15
		SP:Iteration 30Q (113722.200000 sec): 3 clusters
  Score: Raw -1428485.403877 + Penalty 3088.938740 = -1425396.465137
  nChanged 19
		SP:Iteration 31Q (113722.420000 sec): 3 clusters
  Score: Raw -1428497.687341 + Penalty 3088.938740 = -1425408.748601
  nChanged 17
		SP:Iteration 32Q (113722.630000 sec): 3 clusters
  Score: Raw -1428509.097763 + Penalty 3088.938740 = -1425420.159023
  nChanged 11
		SP:Iteration 33Q (113722.800000 sec): 3 clusters
  Score: Raw -1428516.050115 + Penalty 3088.938740 = -1425427.111376
  nChanged 6
		SP:Iteration 34Q (113722.980000 sec): 3 clusters
  Score: Raw -1428520.032960 + Penalty 3088.938740 = -1425431.094220
  nChanged 8
		SP:Iteration 35Q (113723.160000 sec): 3 clusters
  Score: Raw -1428525.936249 + Penalty 3088.938740 = -1425436.997509
  nChanged 7
		SP:Iteration 36Q (113723.370000 sec): 3 clusters
  Score: Raw -1428531.982140 + Penalty 3088.938740 = -1425443.043400
  nChanged 5
		SP:Iteration 37Q (113723.590000 sec): 3 clusters
  Score: Raw -1428534.586318 + Penalty 3088.938740 = -1425445.647578
  nChanged 1
		SP:Iteration 38Q (113723.760000 sec): 3 clusters
  Score: Raw -1428535.350246 + Penalty 3088.938740 = -1425446.411506
  nChanged 5
		SP:Iteration 39Q (113723.960000 sec): 3 clusters
  Score: Raw -1428538.410363 + Penalty 3088.938740 = -1425449.471623
  nChanged 4
		SP:Iteration 40F (113724.160000 sec): 3 clusters
  Score: Raw -1428540.800917 + Penalty 3088.938740 = -1425451.862177
  nChanged 2
		SP:Iteration 41Q (113724.340000 sec): 3 clusters
  Score: Raw -1428542.071099 + Penalty 3088.938740 = -1425453.132359
  nChanged 3
		SP:Iteration 42Q (113724.540000 sec): 3 clusters
  Score: Raw -1428543.327413 + Penalty 3088.938740 = -1425454.388673
  nChanged 3
		SP:Iteration 43Q (113724.720000 sec): 3 clusters
  Score: Raw -1428546.203245 + Penalty 3088.938740 = -1425457.264505
  nChanged 2
		SP:Iteration 44Q (113724.920000 sec): 3 clusters
  Score: Raw -1428547.447279 + Penalty 3088.938740 = -1425458.508539
  nChanged 1
		SP:Iteration 45Q (113725.100000 sec): 3 clusters
  Score: Raw -1428547.900885 + Penalty 3088.938740 = -1425458.962145
  nChanged 0
		SP:Iteration 46F (113725.300000 sec): 3 clusters
  Score: Raw -1428547.900885 + Penalty 3088.938740 = -1425458.962145
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 4 (113302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113726.020000 sec): 2 clusters
  Score: Raw -11835046.744148 + Penalty 1891.144466 = -11833155.599682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113727.220000 sec): 3 clusters
  Score: Raw -11761109.933910 + Penalty 3782.288932 = -11757327.644978
  nChanged 54304
		SP:Iteration 1F (113728.380000 sec): 3 clusters
  Score: Raw -11792646.266623 + Penalty 3782.288932 = -11788863.977691
  nChanged 3513
		SP:Iteration 2Q (113729.600000 sec): 3 clusters
  Score: Raw -11793486.042093 + Penalty 3782.288932 = -11789703.753161
  nChanged 4034
		SP:Iteration 3Q (113730.780000 sec): 3 clusters
  Score: Raw -11794705.374503 + Penalty 3782.288932 = -11790923.085571
  nChanged 4828
		SP:Iteration 4Q (113731.950000 sec): 3 clusters
  Score: Raw -11796675.212961 + Penalty 3782.288932 = -11792892.924028
  nChanged 6049
		SP:Iteration 5F (113733.070000 sec): 3 clusters
  Score: Raw -11800039.181401 + Penalty 3782.288932 = -11796256.892469
  nChanged 7585
		SP:Iteration 6F (113734.220000 sec): 3 clusters
  Score: Raw -11805544.087802 + Penalty 3782.288932 = -11801761.798870
  nChanged 8517
		SP:Iteration 7F (113735.370000 sec): 3 clusters
  Score: Raw -11812970.480849 + Penalty 3782.288932 = -11809188.191917
  nChanged 8159
		SP:Iteration 8F (113736.550000 sec): 3 clusters
  Score: Raw -11820670.850468 + Penalty 3782.288932 = -11816888.561536
  nChanged 6358
		SP:Iteration 9F (113737.720000 sec): 3 clusters
  Score: Raw -11826663.071084 + Penalty 3782.288932 = -11822880.782151
  nChanged 4300
		SP:Iteration 10Q (113738.760000 sec): 3 clusters
  Score: Raw -11830678.871315 + Penalty 3782.288932 = -11826896.582383
  nChanged 2588
		SP:Iteration 11Q (113739.750000 sec): 3 clusters
  Score: Raw -11833040.780511 + Penalty 3782.288932 = -11829258.491579
  nChanged 1412
		SP:Iteration 12Q (113740.760000 sec): 3 clusters
  Score: Raw -11834269.478607 + Penalty 3782.288932 = -11830487.189674
  nChanged 613
		SP:Iteration 13Q (113741.730000 sec): 3 clusters
  Score: Raw -11834783.255728 + Penalty 3782.288932 = -11831000.966795
  nChanged 247
		SP:Iteration 14Q (113742.750000 sec): 3 clusters
  Score: Raw -11835011.681784 + Penalty 3782.288932 = -11831229.392852
  nChanged 102
		SP:Iteration 15Q (113743.720000 sec): 3 clusters
  Score: Raw -11835110.374875 + Penalty 3782.288932 = -11831328.085942
  nChanged 51
		SP:Iteration 16Q (113744.740000 sec): 3 clusters
  Score: Raw -11835157.697167 + Penalty 3782.288932 = -11831375.408234
  nChanged 33
		SP:Iteration 17Q (113745.710000 sec): 3 clusters
  Score: Raw -11835192.895697 + Penalty 3782.288932 = -11831410.606765
  nChanged 15
		SP:Iteration 18Q (113746.730000 sec): 3 clusters
  Score: Raw -11835207.940673 + Penalty 3782.288932 = -11831425.651740
  nChanged 17
		SP:Iteration 19Q (113747.700000 sec): 3 clusters
  Score: Raw -11835227.118595 + Penalty 3782.288932 = -11831444.829663
  nChanged 11
		SP:Iteration 20F (113748.850000 sec): 3 clusters
  Score: Raw -11835238.009103 + Penalty 3782.288932 = -11831455.720171
  nChanged 5
		SP:Iteration 21Q (113749.820000 sec): 3 clusters
  Score: Raw -11835242.368695 + Penalty 3782.288932 = -11831460.079763
  nChanged 2
		SP:Iteration 22Q (113750.840000 sec): 3 clusters
  Score: Raw -11835244.129451 + Penalty 3782.288932 = -11831461.840519
  nChanged 0
		SP:Iteration 23F (113751.940000 sec): 3 clusters
  Score: Raw -11835244.129451 + Penalty 3782.288932 = -11831461.840519
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 5 (8922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113752.030000 sec): 2 clusters
  Score: Raw -963005.129777 + Penalty 1478.144755 = -961526.985022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113752.210000 sec): 3 clusters
  Score: Raw -957991.838098 + Penalty 2956.289510 = -955035.548588
  nChanged 3876
		SP:Iteration 1F (113752.340000 sec): 3 clusters
  Score: Raw -960109.198073 + Penalty 2956.289510 = -957152.908562
  nChanged 517
		SP:Iteration 2F (113752.470000 sec): 3 clusters
  Score: Raw -960338.727392 + Penalty 2956.289510 = -957382.437882
  nChanged 461
		SP:Iteration 3F (113752.630000 sec): 3 clusters
  Score: Raw -960557.118707 + Penalty 2956.289510 = -957600.829197
  nChanged 403
		SP:Iteration 4Q (113752.780000 sec): 3 clusters
  Score: Raw -960721.853574 + Penalty 2956.289510 = -957765.564064
  nChanged 341
		SP:Iteration 5Q (113752.930000 sec): 3 clusters
  Score: Raw -960853.635819 + Penalty 2956.289510 = -957897.346309
  nChanged 283
		SP:Iteration 6Q (113753.080000 sec): 3 clusters
  Score: Raw -960960.488321 + Penalty 2956.289510 = -958004.198811
  nChanged 263
		SP:Iteration 7Q (113753.210000 sec): 3 clusters
  Score: Raw -961063.666183 + Penalty 2956.289510 = -958107.376673
  nChanged 250
		SP:Iteration 8Q (113753.360000 sec): 3 clusters
  Score: Raw -961149.033802 + Penalty 2956.289510 = -958192.744292
  nChanged 223
		SP:Iteration 9Q (113753.510000 sec): 3 clusters
  Score: Raw -961237.828113 + Penalty 2956.289510 = -958281.538602
  nChanged 246
		SP:Iteration 10Q (113753.650000 sec): 3 clusters
  Score: Raw -961337.177603 + Penalty 2956.289510 = -958380.888093
  nChanged 225
		SP:Iteration 11Q (113753.790000 sec): 3 clusters
  Score: Raw -961424.584515 + Penalty 2956.289510 = -958468.295005
  nChanged 226
		SP:Iteration 12Q (113753.930000 sec): 3 clusters
  Score: Raw -961504.355184 + Penalty 2956.289510 = -958548.065674
  nChanged 210
		SP:Iteration 13Q (113754.080000 sec): 3 clusters
  Score: Raw -961591.673063 + Penalty 2956.289510 = -958635.383552
  nChanged 225
		SP:Iteration 14Q (113754.230000 sec): 3 clusters
  Score: Raw -961686.211759 + Penalty 2956.289510 = -958729.922249
  nChanged 219
		SP:Iteration 15Q (113754.380000 sec): 3 clusters
  Score: Raw -961790.393409 + Penalty 2956.289510 = -958834.103899
  nChanged 230
		SP:Iteration 16Q (113754.510000 sec): 3 clusters
  Score: Raw -961903.242179 + Penalty 2956.289510 = -958946.952669
  nChanged 226
		SP:Iteration 17Q (113754.650000 sec): 3 clusters
  Score: Raw -962008.213929 + Penalty 2956.289510 = -959051.924419
  nChanged 206
		SP:Iteration 18Q (113754.800000 sec): 3 clusters
  Score: Raw -962099.470662 + Penalty 2956.289510 = -959143.181152
  nChanged 172
		SP:Iteration 19Q (113754.950000 sec): 3 clusters
  Score: Raw -962171.715282 + Penalty 2956.289510 = -959215.425772
  nChanged 169
		SP:Iteration 20F (113755.090000 sec): 3 clusters
  Score: Raw -962237.135440 + Penalty 2956.289510 = -959280.845930
  nChanged 127
		SP:Iteration 21Q (113755.220000 sec): 3 clusters
  Score: Raw -962289.225619 + Penalty 2956.289510 = -959332.936109
  nChanged 115
		SP:Iteration 22Q (113755.360000 sec): 3 clusters
  Score: Raw -962336.235736 + Penalty 2956.289510 = -959379.946226
  nChanged 117
		SP:Iteration 23Q (113755.500000 sec): 3 clusters
  Score: Raw -962385.462835 + Penalty 2956.289510 = -959429.173325
  nChanged 116
		SP:Iteration 24Q (113755.650000 sec): 3 clusters
  Score: Raw -962434.170792 + Penalty 2956.289510 = -959477.881282
  nChanged 98
		SP:Iteration 25Q (113755.790000 sec): 3 clusters
  Score: Raw -962484.563624 + Penalty 2956.289510 = -959528.274114
  nChanged 103
		SP:Iteration 26Q (113755.930000 sec): 3 clusters
  Score: Raw -962534.982663 + Penalty 2956.289510 = -959578.693153
  nChanged 110
		SP:Iteration 27Q (113756.060000 sec): 3 clusters
  Score: Raw -962591.083595 + Penalty 2956.289510 = -959634.794085
  nChanged 111
		SP:Iteration 28Q (113756.200000 sec): 3 clusters
  Score: Raw -962654.667003 + Penalty 2956.289510 = -959698.377493
  nChanged 116
		SP:Iteration 29Q (113756.340000 sec): 3 clusters
  Score: Raw -962738.339594 + Penalty 2956.289510 = -959782.050084
  nChanged 125
		SP:Iteration 30Q (113756.480000 sec): 3 clusters
  Score: Raw -962812.385399 + Penalty 2956.289510 = -959856.095889
  nChanged 114
		SP:Iteration 31Q (113756.620000 sec): 3 clusters
  Score: Raw -962877.595851 + Penalty 2956.289510 = -959921.306341
  nChanged 105
		SP:Iteration 32Q (113756.760000 sec): 3 clusters
  Score: Raw -962943.093623 + Penalty 2956.289510 = -959986.804113
  nChanged 102
		SP:Iteration 33Q (113756.890000 sec): 3 clusters
  Score: Raw -962991.478222 + Penalty 2956.289510 = -960035.188712
  nChanged 83
		SP:Iteration 34Q (113757.030000 sec): 3 clusters
  Score: Raw -963024.092654 + Penalty 2956.289510 = -960067.803144
  nChanged 69
		SP:Iteration 35Q (113757.170000 sec): 3 clusters
  Score: Raw -963047.255281 + Penalty 2956.289510 = -960090.965771
  nChanged 70
		SP:Iteration 36Q (113757.300000 sec): 3 clusters
  Score: Raw -963067.386934 + Penalty 2956.289510 = -960111.097424
  nChanged 48
		SP:Iteration 37Q (113757.440000 sec): 3 clusters
  Score: Raw -963079.070669 + Penalty 2956.289510 = -960122.781159
  nChanged 31
		SP:Iteration 38Q (113757.580000 sec): 3 clusters
  Score: Raw -963086.100261 + Penalty 2956.289510 = -960129.810751
  nChanged 36
		SP:Iteration 39Q (113757.720000 sec): 3 clusters
  Score: Raw -963094.163931 + Penalty 2956.289510 = -960137.874421
  nChanged 27
		SP:Iteration 40F (113757.850000 sec): 3 clusters
  Score: Raw -963101.150567 + Penalty 2956.289510 = -960144.861057
  nChanged 34
		SP:Iteration 41Q (113757.980000 sec): 3 clusters
  Score: Raw -963111.457684 + Penalty 2956.289510 = -960155.168174
  nChanged 44
		SP:Iteration 42Q (113758.120000 sec): 3 clusters
  Score: Raw -963124.393362 + Penalty 2956.289510 = -960168.103852
  nChanged 46
		SP:Iteration 43Q (113758.260000 sec): 3 clusters
  Score: Raw -963135.568933 + Penalty 2956.289510 = -960179.279423
  nChanged 36
		SP:Iteration 44Q (113758.400000 sec): 3 clusters
  Score: Raw -963142.754518 + Penalty 2956.289510 = -960186.465008
  nChanged 20
		SP:Iteration 45Q (113758.540000 sec): 3 clusters
  Score: Raw -963146.148225 + Penalty 2956.289510 = -960189.858715
  nChanged 17
		SP:Iteration 46Q (113758.670000 sec): 3 clusters
  Score: Raw -963149.730503 + Penalty 2956.289510 = -960193.440993
  nChanged 14
		SP:Iteration 47Q (113758.800000 sec): 3 clusters
  Score: Raw -963151.996135 + Penalty 2956.289510 = -960195.706625
  nChanged 11
		SP:Iteration 48Q (113758.930000 sec): 3 clusters
  Score: Raw -963154.115305 + Penalty 2956.289510 = -960197.825795
  nChanged 13
		SP:Iteration 49Q (113759.070000 sec): 3 clusters
  Score: Raw -963156.975324 + Penalty 2956.289510 = -960200.685814
  nChanged 15
		SP:Iteration 50Q (113759.210000 sec): 3 clusters
  Score: Raw -963160.468481 + Penalty 2956.289510 = -960204.178971
  nChanged 20
		SP:Iteration 51Q (113759.350000 sec): 3 clusters
  Score: Raw -963165.210729 + Penalty 2956.289510 = -960208.921219
  nChanged 13
		SP:Iteration 52Q (113759.490000 sec): 3 clusters
  Score: Raw -963167.735490 + Penalty 2956.289510 = -960211.445980
  nChanged 16
		SP:Iteration 53Q (113759.620000 sec): 3 clusters
  Score: Raw -963171.516314 + Penalty 2956.289510 = -960215.226804
  nChanged 21
		SP:Iteration 54Q (113759.750000 sec): 3 clusters
  Score: Raw -963175.940153 + Penalty 2956.289510 = -960219.650643
  nChanged 22
		SP:Iteration 55Q (113759.890000 sec): 3 clusters
  Score: Raw -963181.362454 + Penalty 2956.289510 = -960225.072944
  nChanged 20
		SP:Iteration 56Q (113760.030000 sec): 3 clusters
  Score: Raw -963185.420172 + Penalty 2956.289510 = -960229.130661
  nChanged 25
		SP:Iteration 57Q (113760.170000 sec): 3 clusters
  Score: Raw -963190.374879 + Penalty 2956.289510 = -960234.085369
  nChanged 19
		SP:Iteration 58Q (113760.300000 sec): 3 clusters
  Score: Raw -963195.091675 + Penalty 2956.289510 = -960238.802165
  nChanged 21
		SP:Iteration 59Q (113760.440000 sec): 3 clusters
  Score: Raw -963199.170916 + Penalty 2956.289510 = -960242.881406
  nChanged 21
		SP:Iteration 60F (113760.580000 sec): 3 clusters
  Score: Raw -963203.144557 + Penalty 2956.289510 = -960246.855047
  nChanged 24
		SP:Iteration 61Q (113760.710000 sec): 3 clusters
  Score: Raw -963207.829486 + Penalty 2956.289510 = -960251.539976
  nChanged 26
		SP:Iteration 62Q (113760.840000 sec): 3 clusters
  Score: Raw -963213.627721 + Penalty 2956.289510 = -960257.338211
  nChanged 28
		SP:Iteration 63Q (113760.980000 sec): 3 clusters
  Score: Raw -963221.966020 + Penalty 2956.289510 = -960265.676510
  nChanged 39
		SP:Iteration 64Q (113761.120000 sec): 3 clusters
  Score: Raw -963232.892183 + Penalty 2956.289510 = -960276.602673
  nChanged 35
		SP:Iteration 65Q (113761.260000 sec): 3 clusters
  Score: Raw -963244.866398 + Penalty 2956.289510 = -960288.576888
  nChanged 46
		SP:Iteration 66Q (113761.400000 sec): 3 clusters
  Score: Raw -963261.811830 + Penalty 2956.289510 = -960305.522320
  nChanged 52
		SP:Iteration 67Q (113761.530000 sec): 3 clusters
  Score: Raw -963276.894786 + Penalty 2956.289510 = -960320.605276
  nChanged 44
		SP:Iteration 68Q (113761.660000 sec): 3 clusters
  Score: Raw -963290.533459 + Penalty 2956.289510 = -960334.243949
  nChanged 51
		SP:Iteration 69Q (113761.800000 sec): 3 clusters
  Score: Raw -963305.640942 + Penalty 2956.289510 = -960349.351432
  nChanged 50
		SP:Iteration 70Q (113761.940000 sec): 3 clusters
  Score: Raw -963319.646751 + Penalty 2956.289510 = -960363.357241
  nChanged 43
		SP:Iteration 71Q (113762.080000 sec): 3 clusters
  Score: Raw -963332.113409 + Penalty 2956.289510 = -960375.823899
  nChanged 44
		SP:Iteration 72Q (113762.220000 sec): 3 clusters
  Score: Raw -963343.477119 + Penalty 2956.289510 = -960387.187608
  nChanged 50
		SP:Iteration 73Q (113762.350000 sec): 3 clusters
  Score: Raw -963356.886687 + Penalty 2956.289510 = -960400.597177
  nChanged 48
		SP:Iteration 74Q (113762.480000 sec): 3 clusters
  Score: Raw -963372.385409 + Penalty 2956.289510 = -960416.095899
  nChanged 53
		SP:Iteration 75Q (113762.610000 sec): 3 clusters
  Score: Raw -963389.639093 + Penalty 2956.289510 = -960433.349583
  nChanged 54
		SP:Iteration 76Q (113762.750000 sec): 3 clusters
  Score: Raw -963412.994209 + Penalty 2956.289510 = -960456.704699
  nChanged 73
		SP:Iteration 77Q (113762.890000 sec): 3 clusters
  Score: Raw -963445.123942 + Penalty 2956.289510 = -960488.834431
  nChanged 86
		SP:Iteration 78Q (113763.030000 sec): 3 clusters
  Score: Raw -963482.570755 + Penalty 2956.289510 = -960526.281245
  nChanged 87
		SP:Iteration 79Q (113763.160000 sec): 3 clusters
  Score: Raw -963516.488972 + Penalty 2956.289510 = -960560.199462
  nChanged 76
		SP:Iteration 80F (113763.300000 sec): 3 clusters
  Score: Raw -963547.023577 + Penalty 2956.289510 = -960590.734067
  nChanged 67
		SP:Iteration 81Q (113763.430000 sec): 3 clusters
  Score: Raw -963571.955520 + Penalty 2956.289510 = -960615.666010
  nChanged 66
		SP:Iteration 82Q (113763.570000 sec): 3 clusters
  Score: Raw -963595.605494 + Penalty 2956.289510 = -960639.315984
  nChanged 66
		SP:Iteration 83Q (113763.710000 sec): 3 clusters
  Score: Raw -963613.377992 + Penalty 2956.289510 = -960657.088482
  nChanged 50
		SP:Iteration 84Q (113763.840000 sec): 3 clusters
  Score: Raw -963625.865309 + Penalty 2956.289510 = -960669.575799
  nChanged 40
		SP:Iteration 85Q (113763.980000 sec): 3 clusters
  Score: Raw -963637.201543 + Penalty 2956.289510 = -960680.912033
  nChanged 32
		SP:Iteration 86Q (113764.120000 sec): 3 clusters
  Score: Raw -963645.640794 + Penalty 2956.289510 = -960689.351284
  nChanged 31
		SP:Iteration 87Q (113764.250000 sec): 3 clusters
  Score: Raw -963651.856529 + Penalty 2956.289510 = -960695.567019
  nChanged 27
		SP:Iteration 88Q (113764.380000 sec): 3 clusters
  Score: Raw -963655.977193 + Penalty 2956.289510 = -960699.687683
  nChanged 17
		SP:Iteration 89Q (113764.520000 sec): 3 clusters
  Score: Raw -963659.105383 + Penalty 2956.289510 = -960702.815873
  nChanged 13
		SP:Iteration 90Q (113764.660000 sec): 3 clusters
  Score: Raw -963660.970035 + Penalty 2956.289510 = -960704.680525
  nChanged 9
		SP:Iteration 91Q (113764.800000 sec): 3 clusters
  Score: Raw -963661.780182 + Penalty 2956.289510 = -960705.490672
  nChanged 5
		SP:Iteration 92Q (113764.930000 sec): 3 clusters
  Score: Raw -963662.402131 + Penalty 2956.289510 = -960706.112621
  nChanged 6
		SP:Iteration 93Q (113765.060000 sec): 3 clusters
  Score: Raw -963662.899238 + Penalty 2956.289510 = -960706.609728
  nChanged 4
		SP:Iteration 94Q (113765.190000 sec): 3 clusters
  Score: Raw -963663.509986 + Penalty 2956.289510 = -960707.220476
  nChanged 4
		SP:Iteration 95Q (113765.320000 sec): 3 clusters
  Score: Raw -963663.876072 + Penalty 2956.289510 = -960707.586562
  nChanged 1
		SP:Iteration 96Q (113765.460000 sec): 3 clusters
  Score: Raw -963664.036321 + Penalty 2956.289510 = -960707.746811
  nChanged 1
		SP:Iteration 97Q (113765.600000 sec): 3 clusters
  Score: Raw -963664.127594 + Penalty 2956.289510 = -960707.838084
  nChanged 1
		SP:Iteration 98Q (113765.740000 sec): 3 clusters
  Score: Raw -963664.275375 + Penalty 2956.289510 = -960707.985865
  nChanged 2
		SP:Iteration 99Q (113765.880000 sec): 3 clusters
  Score: Raw -963664.529298 + Penalty 2956.289510 = -960708.239787
  nChanged 0
		SP:Iteration 100F (113766.020000 sec): 3 clusters
  Score: Raw -963664.529298 + Penalty 2956.289510 = -960708.239787
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 6 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113766.090000 sec): 2 clusters
  Score: Raw -159635.143555 + Penalty 1219.374121 = -158415.769433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113766.120000 sec): 3 clusters
  Score: Raw -158879.963962 + Penalty 2438.748243 = -156441.215719
  nChanged 609
		SP:Iteration 1F (113766.160000 sec): 3 clusters
  Score: Raw -159396.516051 + Penalty 2438.748243 = -156957.767808
  nChanged 175
		SP:Iteration 2F (113766.190000 sec): 3 clusters
  Score: Raw -159643.811590 + Penalty 2438.748243 = -157205.063347
  nChanged 142
		SP:Iteration 3F (113766.230000 sec): 3 clusters
  Score: Raw -159861.245479 + Penalty 2438.748243 = -157422.497236
  nChanged 124
		SP:Iteration 4F (113766.270000 sec): 3 clusters
  Score: Raw -160070.749431 + Penalty 2438.748243 = -157632.001188
  nChanged 108
		SP:Iteration 5F (113766.300000 sec): 3 clusters
  Score: Raw -160285.712237 + Penalty 2438.748243 = -157846.963994
  nChanged 93
		SP:Iteration 6F (113766.340000 sec): 3 clusters
  Score: Raw -160429.345148 + Penalty 2438.748243 = -157990.596905
  nChanged 63
		SP:Iteration 7Q (113766.370000 sec): 3 clusters
  Score: Raw -160516.245499 + Penalty 2438.748243 = -158077.497257
  nChanged 42
		SP:Iteration 8Q (113766.410000 sec): 3 clusters
  Score: Raw -160554.012664 + Penalty 2438.748243 = -158115.264421
  nChanged 19
		SP:Iteration 9Q (113766.440000 sec): 3 clusters
  Score: Raw -160570.707995 + Penalty 2438.748243 = -158131.959752
  nChanged 18
		SP:Iteration 10Q (113766.470000 sec): 3 clusters
  Score: Raw -160591.718641 + Penalty 2438.748243 = -158152.970399
  nChanged 15
		SP:Iteration 11Q (113766.510000 sec): 3 clusters
  Score: Raw -160600.251372 + Penalty 2438.748243 = -158161.503130
  nChanged 10
		SP:Iteration 12Q (113766.540000 sec): 3 clusters
  Score: Raw -160606.878140 + Penalty 2438.748243 = -158168.129897
  nChanged 3
		SP:Iteration 13Q (113766.570000 sec): 3 clusters
  Score: Raw -160608.638814 + Penalty 2438.748243 = -158169.890571
  nChanged 1
		SP:Iteration 14Q (113766.610000 sec): 3 clusters
  Score: Raw -160608.979940 + Penalty 2438.748243 = -158170.231697
  nChanged 2
		SP:Iteration 15Q (113766.640000 sec): 3 clusters
  Score: Raw -160610.307407 + Penalty 2438.748243 = -158171.559164
  nChanged 0
		SP:Iteration 16F (113766.670000 sec): 3 clusters
  Score: Raw -160610.307407 + Penalty 2438.748243 = -158171.559164
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 7 (3663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113766.750000 sec): 2 clusters
  Score: Raw -363452.061791 + Penalty 1333.481136 = -362118.580655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113766.820000 sec): 3 clusters
  Score: Raw -361653.080878 + Penalty 2666.962273 = -358986.118605
  nChanged 1419
		SP:Iteration 1F (113766.890000 sec): 3 clusters
  Score: Raw -362390.374055 + Penalty 2666.962273 = -359723.411782
  nChanged 239
		SP:Iteration 2F (113766.960000 sec): 3 clusters
  Score: Raw -362496.822805 + Penalty 2666.962273 = -359829.860532
  nChanged 152
		SP:Iteration 3Q (113767.030000 sec): 3 clusters
  Score: Raw -362564.162140 + Penalty 2666.962273 = -359897.199867
  nChanged 122
		SP:Iteration 4Q (113767.100000 sec): 3 clusters
  Score: Raw -362624.772535 + Penalty 2666.962273 = -359957.810262
  nChanged 111
		SP:Iteration 5Q (113767.170000 sec): 3 clusters
  Score: Raw -362678.762830 + Penalty 2666.962273 = -360011.800557
  nChanged 99
		SP:Iteration 6Q (113767.240000 sec): 3 clusters
  Score: Raw -362727.877717 + Penalty 2666.962273 = -360060.915444
  nChanged 93
		SP:Iteration 7Q (113767.310000 sec): 3 clusters
  Score: Raw -362774.060394 + Penalty 2666.962273 = -360107.098121
  nChanged 89
		SP:Iteration 8Q (113767.380000 sec): 3 clusters
  Score: Raw -362818.018399 + Penalty 2666.962273 = -360151.056126
  nChanged 85
		SP:Iteration 9Q (113767.450000 sec): 3 clusters
  Score: Raw -362860.805924 + Penalty 2666.962273 = -360193.843651
  nChanged 81
		SP:Iteration 10Q (113767.520000 sec): 3 clusters
  Score: Raw -362906.229270 + Penalty 2666.962273 = -360239.266998
  nChanged 97
		SP:Iteration 11Q (113767.590000 sec): 3 clusters
  Score: Raw -362960.332300 + Penalty 2666.962273 = -360293.370027
  nChanged 89
		SP:Iteration 12Q (113767.660000 sec): 3 clusters
  Score: Raw -363007.346170 + Penalty 2666.962273 = -360340.383897
  nChanged 92
		SP:Iteration 13Q (113767.730000 sec): 3 clusters
  Score: Raw -363057.198229 + Penalty 2666.962273 = -360390.235956
  nChanged 86
		SP:Iteration 14Q (113767.800000 sec): 3 clusters
  Score: Raw -363109.006327 + Penalty 2666.962273 = -360442.044054
  nChanged 104
		SP:Iteration 15Q (113767.870000 sec): 3 clusters
  Score: Raw -363170.648356 + Penalty 2666.962273 = -360503.686083
  nChanged 90
		SP:Iteration 16Q (113767.940000 sec): 3 clusters
  Score: Raw -363227.159484 + Penalty 2666.962273 = -360560.197211
  nChanged 79
		SP:Iteration 17Q (113768.010000 sec): 3 clusters
  Score: Raw -363279.125373 + Penalty 2666.962273 = -360612.163100
  nChanged 79
		SP:Iteration 18Q (113768.080000 sec): 3 clusters
  Score: Raw -363326.395888 + Penalty 2666.962273 = -360659.433615
  nChanged 66
		SP:Iteration 19Q (113768.150000 sec): 3 clusters
  Score: Raw -363367.319304 + Penalty 2666.962273 = -360700.357031
  nChanged 64
		SP:Iteration 20F (113768.220000 sec): 3 clusters
  Score: Raw -363407.335497 + Penalty 2666.962273 = -360740.373224
  nChanged 48
		SP:Iteration 21Q (113768.290000 sec): 3 clusters
  Score: Raw -363440.558184 + Penalty 2666.962273 = -360773.595911
  nChanged 58
		SP:Iteration 22Q (113768.350000 sec): 3 clusters
  Score: Raw -363484.402191 + Penalty 2666.962273 = -360817.439918
  nChanged 44
		SP:Iteration 23Q (113768.420000 sec): 3 clusters
  Score: Raw -363516.020791 + Penalty 2666.962273 = -360849.058518
  nChanged 39
		SP:Iteration 24Q (113768.490000 sec): 3 clusters
  Score: Raw -363544.205297 + Penalty 2666.962273 = -360877.243024
  nChanged 38
		SP:Iteration 25Q (113768.560000 sec): 3 clusters
  Score: Raw -363569.016848 + Penalty 2666.962273 = -360902.054575
  nChanged 16
		SP:Iteration 26Q (113768.630000 sec): 3 clusters
  Score: Raw -363580.274732 + Penalty 2666.962273 = -360913.312459
  nChanged 15
		SP:Iteration 27Q (113768.690000 sec): 3 clusters
  Score: Raw -363591.101609 + Penalty 2666.962273 = -360924.139336
  nChanged 12
		SP:Iteration 28Q (113768.760000 sec): 3 clusters
  Score: Raw -363599.594229 + Penalty 2666.962273 = -360932.631956
  nChanged 11
		SP:Iteration 29Q (113768.830000 sec): 3 clusters
  Score: Raw -363607.651048 + Penalty 2666.962273 = -360940.688775
  nChanged 3
		SP:Iteration 30Q (113768.890000 sec): 3 clusters
  Score: Raw -363610.367129 + Penalty 2666.962273 = -360943.404856
  nChanged 6
		SP:Iteration 31Q (113768.960000 sec): 3 clusters
  Score: Raw -363614.150448 + Penalty 2666.962273 = -360947.188175
  nChanged 2
		SP:Iteration 32Q (113769.030000 sec): 3 clusters
  Score: Raw -363615.712599 + Penalty 2666.962273 = -360948.750326
  nChanged 3
		SP:Iteration 33Q (113769.100000 sec): 3 clusters
  Score: Raw -363617.583179 + Penalty 2666.962273 = -360950.620906
  nChanged 3
		SP:Iteration 34Q (113769.160000 sec): 3 clusters
  Score: Raw -363619.715755 + Penalty 2666.962273 = -360952.753482
  nChanged 0
		SP:Iteration 35F (113769.230000 sec): 3 clusters
  Score: Raw -363619.715755 + Penalty 2666.962273 = -360952.753482
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 8 (16367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113769.410000 sec): 2 clusters
  Score: Raw -1755018.476609 + Penalty 1576.741139 = -1753441.735470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113769.690000 sec): 3 clusters
  Score: Raw -1745333.159007 + Penalty 3153.482277 = -1742179.676730
  nChanged 7372
		SP:Iteration 1F (113769.890000 sec): 3 clusters
  Score: Raw -1749305.939677 + Penalty 3153.482277 = -1746152.457400
  nChanged 801
		SP:Iteration 2Q (113770.100000 sec): 3 clusters
  Score: Raw -1749541.801337 + Penalty 3153.482277 = -1746388.319060
  nChanged 629
		SP:Iteration 3Q (113770.330000 sec): 3 clusters
  Score: Raw -1749723.801560 + Penalty 3153.482277 = -1746570.319283
  nChanged 549
		SP:Iteration 4Q (113770.570000 sec): 3 clusters
  Score: Raw -1749909.911830 + Penalty 3153.482277 = -1746756.429553
  nChanged 635
		SP:Iteration 5Q (113770.780000 sec): 3 clusters
  Score: Raw -1750165.494866 + Penalty 3153.482277 = -1747012.012589
  nChanged 726
		SP:Iteration 6Q (113771.010000 sec): 3 clusters
  Score: Raw -1750485.158749 + Penalty 3153.482277 = -1747331.676472
  nChanged 777
		SP:Iteration 7Q (113771.260000 sec): 3 clusters
  Score: Raw -1750855.721294 + Penalty 3153.482277 = -1747702.239017
  nChanged 858
		SP:Iteration 8F (113771.460000 sec): 3 clusters
  Score: Raw -1751297.485660 + Penalty 3153.482277 = -1748144.003382
  nChanged 925
		SP:Iteration 9F (113771.660000 sec): 3 clusters
  Score: Raw -1751764.670717 + Penalty 3153.482277 = -1748611.188440
  nChanged 825
		SP:Iteration 10F (113771.860000 sec): 3 clusters
  Score: Raw -1752144.219758 + Penalty 3153.482277 = -1748990.737481
  nChanged 713
		SP:Iteration 11Q (113772.080000 sec): 3 clusters
  Score: Raw -1752438.453143 + Penalty 3153.482277 = -1749284.970866
  nChanged 593
		SP:Iteration 12Q (113772.330000 sec): 3 clusters
  Score: Raw -1752629.443858 + Penalty 3153.482277 = -1749475.961581
  nChanged 413
		SP:Iteration 13Q (113772.540000 sec): 3 clusters
  Score: Raw -1752747.809780 + Penalty 3153.482277 = -1749594.327503
  nChanged 301
		SP:Iteration 14Q (113772.750000 sec): 3 clusters
  Score: Raw -1752824.769057 + Penalty 3153.482277 = -1749671.286780
  nChanged 254
		SP:Iteration 15Q (113773.020000 sec): 3 clusters
  Score: Raw -1752882.236093 + Penalty 3153.482277 = -1749728.753816
  nChanged 214
		SP:Iteration 16Q (113773.220000 sec): 3 clusters
  Score: Raw -1752926.735471 + Penalty 3153.482277 = -1749773.253194
  nChanged 169
		SP:Iteration 17Q (113773.430000 sec): 3 clusters
  Score: Raw -1752959.927168 + Penalty 3153.482277 = -1749806.444891
  nChanged 154
		SP:Iteration 18Q (113773.660000 sec): 3 clusters
  Score: Raw -1752984.725318 + Penalty 3153.482277 = -1749831.243041
  nChanged 125
		SP:Iteration 19Q (113773.910000 sec): 3 clusters
  Score: Raw -1753002.769464 + Penalty 3153.482277 = -1749849.287187
  nChanged 100
		SP:Iteration 20F (113774.100000 sec): 3 clusters
  Score: Raw -1753013.542315 + Penalty 3153.482277 = -1749860.060038
  nChanged 74
		SP:Iteration 21Q (113774.330000 sec): 3 clusters
  Score: Raw -1753021.255682 + Penalty 3153.482277 = -1749867.773404
  nChanged 64
		SP:Iteration 22Q (113774.560000 sec): 3 clusters
  Score: Raw -1753028.209497 + Penalty 3153.482277 = -1749874.727220
  nChanged 62
		SP:Iteration 23Q (113774.800000 sec): 3 clusters
  Score: Raw -1753035.812290 + Penalty 3153.482277 = -1749882.330013
  nChanged 60
		SP:Iteration 24Q (113775.010000 sec): 3 clusters
  Score: Raw -1753044.809732 + Penalty 3153.482277 = -1749891.327455
  nChanged 68
		SP:Iteration 25Q (113775.240000 sec): 3 clusters
  Score: Raw -1753054.354153 + Penalty 3153.482277 = -1749900.871876
  nChanged 75
		SP:Iteration 26Q (113775.510000 sec): 3 clusters
  Score: Raw -1753063.297905 + Penalty 3153.482277 = -1749909.815628
  nChanged 70
		SP:Iteration 27Q (113775.720000 sec): 3 clusters
  Score: Raw -1753071.506501 + Penalty 3153.482277 = -1749918.024224
  nChanged 57
		SP:Iteration 28Q (113775.940000 sec): 3 clusters
  Score: Raw -1753079.737752 + Penalty 3153.482277 = -1749926.255474
  nChanged 76
		SP:Iteration 29Q (113776.180000 sec): 3 clusters
  Score: Raw -1753090.494106 + Penalty 3153.482277 = -1749937.011829
  nChanged 81
		SP:Iteration 30Q (113776.390000 sec): 3 clusters
  Score: Raw -1753099.005576 + Penalty 3153.482277 = -1749945.523298
  nChanged 69
		SP:Iteration 31Q (113776.600000 sec): 3 clusters
  Score: Raw -1753105.649149 + Penalty 3153.482277 = -1749952.166872
  nChanged 61
		SP:Iteration 32Q (113776.820000 sec): 3 clusters
  Score: Raw -1753112.478350 + Penalty 3153.482277 = -1749958.996073
  nChanged 77
		SP:Iteration 33Q (113777.090000 sec): 3 clusters
  Score: Raw -1753120.655497 + Penalty 3153.482277 = -1749967.173220
  nChanged 70
		SP:Iteration 34Q (113777.300000 sec): 3 clusters
  Score: Raw -1753127.552398 + Penalty 3153.482277 = -1749974.070121
  nChanged 71
		SP:Iteration 35Q (113777.520000 sec): 3 clusters
  Score: Raw -1753135.919908 + Penalty 3153.482277 = -1749982.437631
  nChanged 68
		SP:Iteration 36Q (113777.770000 sec): 3 clusters
  Score: Raw -1753144.844976 + Penalty 3153.482277 = -1749991.362698
  nChanged 83
		SP:Iteration 37Q (113777.980000 sec): 3 clusters
  Score: Raw -1753155.283670 + Penalty 3153.482277 = -1750001.801393
  nChanged 78
		SP:Iteration 38Q (113778.180000 sec): 3 clusters
  Score: Raw -1753165.240022 + Penalty 3153.482277 = -1750011.757745
  nChanged 74
		SP:Iteration 39Q (113778.450000 sec): 3 clusters
  Score: Raw -1753173.941398 + Penalty 3153.482277 = -1750020.459120
  nChanged 71
		SP:Iteration 40F (113778.650000 sec): 3 clusters
  Score: Raw -1753182.832510 + Penalty 3153.482277 = -1750029.350233
  nChanged 79
		SP:Iteration 41Q (113778.860000 sec): 3 clusters
  Score: Raw -1753192.318805 + Penalty 3153.482277 = -1750038.836527
  nChanged 78
		SP:Iteration 42Q (113779.080000 sec): 3 clusters
  Score: Raw -1753202.473000 + Penalty 3153.482277 = -1750048.990722
  nChanged 88
		SP:Iteration 43Q (113779.360000 sec): 3 clusters
  Score: Raw -1753214.576051 + Penalty 3153.482277 = -1750061.093774
  nChanged 96
		SP:Iteration 44Q (113779.560000 sec): 3 clusters
  Score: Raw -1753229.303198 + Penalty 3153.482277 = -1750075.820920
  nChanged 130
		SP:Iteration 45Q (113779.790000 sec): 3 clusters
  Score: Raw -1753250.247845 + Penalty 3153.482277 = -1750096.765568
  nChanged 142
		SP:Iteration 46Q (113780.030000 sec): 3 clusters
  Score: Raw -1753274.416492 + Penalty 3153.482277 = -1750120.934215
  nChanged 149
		SP:Iteration 47Q (113780.240000 sec): 3 clusters
  Score: Raw -1753299.340583 + Penalty 3153.482277 = -1750145.858306
  nChanged 176
		SP:Iteration 48Q (113780.440000 sec): 3 clusters
  Score: Raw -1753333.853020 + Penalty 3153.482277 = -1750180.370743
  nChanged 212
		SP:Iteration 49Q (113780.710000 sec): 3 clusters
  Score: Raw -1753379.826663 + Penalty 3153.482277 = -1750226.344385
  nChanged 238
		SP:Iteration 50Q (113780.920000 sec): 3 clusters
  Score: Raw -1753433.813123 + Penalty 3153.482277 = -1750280.330846
  nChanged 244
		SP:Iteration 51Q (113781.120000 sec): 3 clusters
  Score: Raw -1753492.929093 + Penalty 3153.482277 = -1750339.446816
  nChanged 262
		SP:Iteration 52Q (113781.340000 sec): 3 clusters
  Score: Raw -1753559.959756 + Penalty 3153.482277 = -1750406.477479
  nChanged 291
		SP:Iteration 53Q (113781.620000 sec): 3 clusters
  Score: Raw -1753637.357852 + Penalty 3153.482277 = -1750483.875574
  nChanged 304
		SP:Iteration 54Q (113781.820000 sec): 3 clusters
  Score: Raw -1753720.584021 + Penalty 3153.482277 = -1750567.101744
  nChanged 330
		SP:Iteration 55Q (113782.040000 sec): 3 clusters
  Score: Raw -1753812.445173 + Penalty 3153.482277 = -1750658.962896
  nChanged 344
		SP:Iteration 56Q (113782.310000 sec): 3 clusters
  Score: Raw -1753918.045061 + Penalty 3153.482277 = -1750764.562784
  nChanged 359
		SP:Iteration 57Q (113782.510000 sec): 3 clusters
  Score: Raw -1754028.910739 + Penalty 3153.482277 = -1750875.428462
  nChanged 343
		SP:Iteration 58Q (113782.710000 sec): 3 clusters
  Score: Raw -1754139.952074 + Penalty 3153.482277 = -1750986.469797
  nChanged 348
		SP:Iteration 59Q (113782.920000 sec): 3 clusters
  Score: Raw -1754257.224833 + Penalty 3153.482277 = -1751103.742556
  nChanged 364
		SP:Iteration 60F (113783.200000 sec): 3 clusters
  Score: Raw -1754386.027245 + Penalty 3153.482277 = -1751232.544968
  nChanged 331
		SP:Iteration 61Q (113783.390000 sec): 3 clusters
  Score: Raw -1754500.922365 + Penalty 3153.482277 = -1751347.440088
  nChanged 316
		SP:Iteration 62Q (113783.590000 sec): 3 clusters
  Score: Raw -1754617.082500 + Penalty 3153.482277 = -1751463.600223
  nChanged 282
		SP:Iteration 63Q (113783.780000 sec): 3 clusters
  Score: Raw -1754723.949727 + Penalty 3153.482277 = -1751570.467450
  nChanged 272
		SP:Iteration 64Q (113783.980000 sec): 3 clusters
  Score: Raw -1754827.156354 + Penalty 3153.482277 = -1751673.674077
  nChanged 214
		SP:Iteration 65Q (113784.180000 sec): 3 clusters
  Score: Raw -1754900.602924 + Penalty 3153.482277 = -1751747.120647
  nChanged 177
		SP:Iteration 66Q (113784.450000 sec): 3 clusters
  Score: Raw -1754958.463808 + Penalty 3153.482277 = -1751804.981530
  nChanged 148
		SP:Iteration 67Q (113784.670000 sec): 3 clusters
  Score: Raw -1755003.388005 + Penalty 3153.482277 = -1751849.905727
  nChanged 130
		SP:Iteration 68Q (113784.860000 sec): 3 clusters
  Score: Raw -1755040.113430 + Penalty 3153.482277 = -1751886.631153
  nChanged 116
		SP:Iteration 69Q (113785.050000 sec): 3 clusters
  Score: Raw -1755072.118862 + Penalty 3153.482277 = -1751918.636585
  nChanged 104
		SP:Iteration 70Q (113785.240000 sec): 3 clusters
  Score: Raw -1755100.608855 + Penalty 3153.482277 = -1751947.126578
  nChanged 81
		SP:Iteration 71Q (113785.440000 sec): 3 clusters
  Score: Raw -1755125.120062 + Penalty 3153.482277 = -1751971.637785
  nChanged 76
		SP:Iteration 72Q (113785.620000 sec): 3 clusters
  Score: Raw -1755148.500639 + Penalty 3153.482277 = -1751995.018362
  nChanged 68
		SP:Iteration 73Q (113785.820000 sec): 3 clusters
  Score: Raw -1755169.589677 + Penalty 3153.482277 = -1752016.107400
  nChanged 64
		SP:Iteration 74Q (113786.010000 sec): 3 clusters
  Score: Raw -1755187.773708 + Penalty 3153.482277 = -1752034.291431
  nChanged 57
		SP:Iteration 75Q (113786.280000 sec): 3 clusters
  Score: Raw -1755206.605019 + Penalty 3153.482277 = -1752053.122742
  nChanged 56
		SP:Iteration 76Q (113786.500000 sec): 3 clusters
  Score: Raw -1755225.443320 + Penalty 3153.482277 = -1752071.961043
  nChanged 60
		SP:Iteration 77Q (113786.690000 sec): 3 clusters
  Score: Raw -1755245.248453 + Penalty 3153.482277 = -1752091.766176
  nChanged 59
		SP:Iteration 78Q (113786.880000 sec): 3 clusters
  Score: Raw -1755264.083588 + Penalty 3153.482277 = -1752110.601310
  nChanged 55
		SP:Iteration 79Q (113787.070000 sec): 3 clusters
  Score: Raw -1755284.805372 + Penalty 3153.482277 = -1752131.323095
  nChanged 47
		SP:Iteration 80F (113787.260000 sec): 3 clusters
  Score: Raw -1755303.043527 + Penalty 3153.482277 = -1752149.561250
  nChanged 44
		SP:Iteration 81Q (113787.460000 sec): 3 clusters
  Score: Raw -1755320.064642 + Penalty 3153.482277 = -1752166.582365
  nChanged 43
		SP:Iteration 82Q (113787.640000 sec): 3 clusters
  Score: Raw -1755336.505010 + Penalty 3153.482277 = -1752183.022732
  nChanged 42
		SP:Iteration 83Q (113787.830000 sec): 3 clusters
  Score: Raw -1755353.448304 + Penalty 3153.482277 = -1752199.966026
  nChanged 42
		SP:Iteration 84Q (113788.020000 sec): 3 clusters
  Score: Raw -1755371.318542 + Penalty 3153.482277 = -1752217.836264
  nChanged 28
		SP:Iteration 85Q (113788.200000 sec): 3 clusters
  Score: Raw -1755381.979181 + Penalty 3153.482277 = -1752228.496904
  nChanged 30
		SP:Iteration 86Q (113788.390000 sec): 3 clusters
  Score: Raw -1755392.217791 + Penalty 3153.482277 = -1752238.735513
  nChanged 22
		SP:Iteration 87Q (113788.580000 sec): 3 clusters
  Score: Raw -1755398.583383 + Penalty 3153.482277 = -1752245.101106
  nChanged 7
		SP:Iteration 88Q (113788.760000 sec): 3 clusters
  Score: Raw -1755400.336225 + Penalty 3153.482277 = -1752246.853947
  nChanged 5
		SP:Iteration 89Q (113788.950000 sec): 3 clusters
  Score: Raw -1755401.680946 + Penalty 3153.482277 = -1752248.198668
  nChanged 6
		SP:Iteration 90Q (113789.140000 sec): 3 clusters
  Score: Raw -1755403.033080 + Penalty 3153.482277 = -1752249.550803
  nChanged 5
		SP:Iteration 91Q (113789.330000 sec): 3 clusters
  Score: Raw -1755404.379184 + Penalty 3153.482277 = -1752250.896907
  nChanged 3
		SP:Iteration 92Q (113789.510000 sec): 3 clusters
  Score: Raw -1755405.076954 + Penalty 3153.482277 = -1752251.594677
  nChanged 1
		SP:Iteration 93Q (113789.700000 sec): 3 clusters
  Score: Raw -1755405.367081 + Penalty 3153.482277 = -1752251.884804
  nChanged 2
		SP:Iteration 94Q (113789.890000 sec): 3 clusters
  Score: Raw -1755406.104431 + Penalty 3153.482277 = -1752252.622153
  nChanged 4
		SP:Iteration 95Q (113790.080000 sec): 3 clusters
  Score: Raw -1755407.084844 + Penalty 3153.482277 = -1752253.602566
  nChanged 3
		SP:Iteration 96Q (113790.270000 sec): 3 clusters
  Score: Raw -1755407.915979 + Penalty 3153.482277 = -1752254.433702
  nChanged 4
		SP:Iteration 97Q (113790.450000 sec): 3 clusters
  Score: Raw -1755409.135630 + Penalty 3153.482277 = -1752255.653353
  nChanged 4
		SP:Iteration 98Q (113790.640000 sec): 3 clusters
  Score: Raw -1755410.159065 + Penalty 3153.482277 = -1752256.676787
  nChanged 3
		SP:Iteration 99Q (113790.830000 sec): 3 clusters
  Score: Raw -1755411.200623 + Penalty 3153.482277 = -1752257.718346
  nChanged 6
		SP:Iteration 100F (113791.030000 sec): 3 clusters
  Score: Raw -1755412.444280 + Penalty 3153.482277 = -1752258.962002
  nChanged 4
		SP:Iteration 101Q (113791.220000 sec): 3 clusters
  Score: Raw -1755413.562494 + Penalty 3153.482277 = -1752260.080217
  nChanged 3
		SP:Iteration 102Q (113791.400000 sec): 3 clusters
  Score: Raw -1755414.266832 + Penalty 3153.482277 = -1752260.784555
  nChanged 3
		SP:Iteration 103Q (113791.590000 sec): 3 clusters
  Score: Raw -1755415.400301 + Penalty 3153.482277 = -1752261.918024
  nChanged 3
		SP:Iteration 104Q (113791.780000 sec): 3 clusters
  Score: Raw -1755416.177759 + Penalty 3153.482277 = -1752262.695482
  nChanged 0
		SP:Iteration 105F (113791.980000 sec): 3 clusters
  Score: Raw -1755416.177759 + Penalty 3153.482277 = -1752262.695482
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 9 (41009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113792.320000 sec): 2 clusters
  Score: Raw -4383464.641640 + Penalty 1726.001360 = -4381738.640279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113792.760000 sec): 3 clusters
  Score: Raw -4357764.111559 + Penalty 3452.002721 = -4354312.108839
  nChanged 18971
		SP:Iteration 1F (113793.180000 sec): 3 clusters
  Score: Raw -4368507.686696 + Penalty 3452.002721 = -4365055.683975
  nChanged 1610
		SP:Iteration 2Q (113793.660000 sec): 3 clusters
  Score: Raw -4368940.861966 + Penalty 3452.002721 = -4365488.859245
  nChanged 1533
		SP:Iteration 3Q (113794.110000 sec): 3 clusters
  Score: Raw -4369366.878286 + Penalty 3452.002721 = -4365914.875565
  nChanged 1595
		SP:Iteration 4Q (113794.610000 sec): 3 clusters
  Score: Raw -4369862.231494 + Penalty 3452.002721 = -4366410.228773
  nChanged 1767
		SP:Iteration 5Q (113795.050000 sec): 3 clusters
  Score: Raw -4370517.462566 + Penalty 3452.002721 = -4367065.459845
  nChanged 1925
		SP:Iteration 6Q (113795.510000 sec): 3 clusters
  Score: Raw -4371353.488250 + Penalty 3452.002721 = -4367901.485529
  nChanged 2059
		SP:Iteration 7F (113795.930000 sec): 3 clusters
  Score: Raw -4372449.740475 + Penalty 3452.002721 = -4368997.737754
  nChanged 2330
		SP:Iteration 8F (113796.390000 sec): 3 clusters
  Score: Raw -4373930.673795 + Penalty 3452.002721 = -4370478.671074
  nChanged 2360
		SP:Iteration 9F (113796.840000 sec): 3 clusters
  Score: Raw -4375720.006008 + Penalty 3452.002721 = -4372268.003287
  nChanged 2304
		SP:Iteration 10F (113797.260000 sec): 3 clusters
  Score: Raw -4377689.459144 + Penalty 3452.002721 = -4374237.456423
  nChanged 1946
		SP:Iteration 11Q (113797.740000 sec): 3 clusters
  Score: Raw -4379372.868414 + Penalty 3452.002721 = -4375920.865693
  nChanged 1432
		SP:Iteration 12Q (113798.190000 sec): 3 clusters
  Score: Raw -4380417.933373 + Penalty 3452.002721 = -4376965.930652
  nChanged 1087
		SP:Iteration 13Q (113798.590000 sec): 3 clusters
  Score: Raw -4381090.498908 + Penalty 3452.002721 = -4377638.496187
  nChanged 839
		SP:Iteration 14Q (113798.990000 sec): 3 clusters
  Score: Raw -4381603.859490 + Penalty 3452.002721 = -4378151.856769
  nChanged 754
		SP:Iteration 15Q (113799.440000 sec): 3 clusters
  Score: Raw -4382065.174577 + Penalty 3452.002721 = -4378613.171856
  nChanged 673
		SP:Iteration 16Q (113799.860000 sec): 3 clusters
  Score: Raw -4382495.390462 + Penalty 3452.002721 = -4379043.387741
  nChanged 574
		SP:Iteration 17Q (113800.280000 sec): 3 clusters
  Score: Raw -4382889.774754 + Penalty 3452.002721 = -4379437.772033
  nChanged 479
		SP:Iteration 18Q (113800.690000 sec): 3 clusters
  Score: Raw -4383310.934061 + Penalty 3452.002721 = -4379858.931340
  nChanged 419
		SP:Iteration 19Q (113801.100000 sec): 3 clusters
  Score: Raw -4383842.807667 + Penalty 3452.002721 = -4380390.804946
  nChanged 341
		SP:Iteration 20F (113801.540000 sec): 3 clusters
  Score: Raw -4384330.195149 + Penalty 3452.002721 = -4380878.192428
  nChanged 242
		SP:Iteration 21Q (113801.930000 sec): 3 clusters
  Score: Raw -4384500.817670 + Penalty 3452.002721 = -4381048.814949
  nChanged 162
		SP:Iteration 22Q (113802.310000 sec): 3 clusters
  Score: Raw -4384552.233184 + Penalty 3452.002721 = -4381100.230463
  nChanged 119
		SP:Iteration 23Q (113802.730000 sec): 3 clusters
  Score: Raw -4384583.403441 + Penalty 3452.002721 = -4381131.400720
  nChanged 98
		SP:Iteration 24Q (113803.130000 sec): 3 clusters
  Score: Raw -4384605.538644 + Penalty 3452.002721 = -4381153.535923
  nChanged 72
		SP:Iteration 25Q (113803.520000 sec): 3 clusters
  Score: Raw -4384621.872747 + Penalty 3452.002721 = -4381169.870026
  nChanged 55
		SP:Iteration 26Q (113803.930000 sec): 3 clusters
  Score: Raw -4384633.685072 + Penalty 3452.002721 = -4381181.682351
  nChanged 54
		SP:Iteration 27Q (113804.330000 sec): 3 clusters
  Score: Raw -4384642.662943 + Penalty 3452.002721 = -4381190.660222
  nChanged 46
		SP:Iteration 28Q (113804.750000 sec): 3 clusters
  Score: Raw -4384650.980212 + Penalty 3452.002721 = -4381198.977491
  nChanged 45
		SP:Iteration 29Q (113805.150000 sec): 3 clusters
  Score: Raw -4384657.795287 + Penalty 3452.002721 = -4381205.792566
  nChanged 31
		SP:Iteration 30Q (113805.570000 sec): 3 clusters
  Score: Raw -4384663.520750 + Penalty 3452.002721 = -4381211.518030
  nChanged 38
		SP:Iteration 31Q (113805.970000 sec): 3 clusters
  Score: Raw -4384669.800829 + Penalty 3452.002721 = -4381217.798108
  nChanged 30
		SP:Iteration 32Q (113806.390000 sec): 3 clusters
  Score: Raw -4384674.144012 + Penalty 3452.002721 = -4381222.141291
  nChanged 20
		SP:Iteration 33Q (113806.790000 sec): 3 clusters
  Score: Raw -4384676.485409 + Penalty 3452.002721 = -4381224.482688
  nChanged 20
		SP:Iteration 34Q (113807.200000 sec): 3 clusters
  Score: Raw -4384678.622951 + Penalty 3452.002721 = -4381226.620230
  nChanged 20
		SP:Iteration 35Q (113807.610000 sec): 3 clusters
  Score: Raw -4384681.110720 + Penalty 3452.002721 = -4381229.107999
  nChanged 22
		SP:Iteration 36Q (113807.990000 sec): 3 clusters
  Score: Raw -4384683.229281 + Penalty 3452.002721 = -4381231.226560
  nChanged 17
		SP:Iteration 37Q (113808.400000 sec): 3 clusters
  Score: Raw -4384684.929868 + Penalty 3452.002721 = -4381232.927147
  nChanged 14
		SP:Iteration 38Q (113808.810000 sec): 3 clusters
  Score: Raw -4384686.902986 + Penalty 3452.002721 = -4381234.900265
  nChanged 23
		SP:Iteration 39Q (113809.220000 sec): 3 clusters
  Score: Raw -4384690.080445 + Penalty 3452.002721 = -4381238.077724
  nChanged 20
		SP:Iteration 40F (113809.670000 sec): 3 clusters
  Score: Raw -4384692.915655 + Penalty 3452.002721 = -4381240.912934
  nChanged 17
		SP:Iteration 41Q (113810.050000 sec): 3 clusters
  Score: Raw -4384694.777281 + Penalty 3452.002721 = -4381242.774560
  nChanged 16
		SP:Iteration 42Q (113810.440000 sec): 3 clusters
  Score: Raw -4384696.274931 + Penalty 3452.002721 = -4381244.272210
  nChanged 16
		SP:Iteration 43Q (113810.850000 sec): 3 clusters
  Score: Raw -4384697.804101 + Penalty 3452.002721 = -4381245.801380
  nChanged 14
		SP:Iteration 44Q (113811.260000 sec): 3 clusters
  Score: Raw -4384699.258783 + Penalty 3452.002721 = -4381247.256062
  nChanged 12
		SP:Iteration 45Q (113811.670000 sec): 3 clusters
  Score: Raw -4384700.606164 + Penalty 3452.002721 = -4381248.603443
  nChanged 6
		SP:Iteration 46Q (113812.080000 sec): 3 clusters
  Score: Raw -4384701.127806 + Penalty 3452.002721 = -4381249.125085
  nChanged 7
		SP:Iteration 47Q (113812.470000 sec): 3 clusters
  Score: Raw -4384701.872441 + Penalty 3452.002721 = -4381249.869720
  nChanged 8
		SP:Iteration 48Q (113812.880000 sec): 3 clusters
  Score: Raw -4384702.516890 + Penalty 3452.002721 = -4381250.514169
  nChanged 4
		SP:Iteration 49Q (113813.290000 sec): 3 clusters
  Score: Raw -4384702.729175 + Penalty 3452.002721 = -4381250.726454
  nChanged 3
		SP:Iteration 50Q (113813.710000 sec): 3 clusters
  Score: Raw -4384702.889246 + Penalty 3452.002721 = -4381250.886525
  nChanged 4
		SP:Iteration 51Q (113814.090000 sec): 3 clusters
  Score: Raw -4384703.093845 + Penalty 3452.002721 = -4381251.091124
  nChanged 2
		SP:Iteration 52Q (113814.500000 sec): 3 clusters
  Score: Raw -4384703.206010 + Penalty 3452.002721 = -4381251.203289
  nChanged 3
		SP:Iteration 53Q (113814.910000 sec): 3 clusters
  Score: Raw -4384703.623598 + Penalty 3452.002721 = -4381251.620877
  nChanged 5
		SP:Iteration 54Q (113815.330000 sec): 3 clusters
  Score: Raw -4384704.074085 + Penalty 3452.002721 = -4381252.071364
  nChanged 3
		SP:Iteration 55Q (113815.710000 sec): 3 clusters
  Score: Raw -4384704.287436 + Penalty 3452.002721 = -4381252.284715
  nChanged 3
		SP:Iteration 56Q (113816.130000 sec): 3 clusters
  Score: Raw -4384704.495540 + Penalty 3452.002721 = -4381252.492819
  nChanged 2
		SP:Iteration 57Q (113816.540000 sec): 3 clusters
  Score: Raw -4384704.637454 + Penalty 3452.002721 = -4381252.634733
  nChanged 1
		SP:Iteration 58Q (113816.950000 sec): 3 clusters
  Score: Raw -4384704.665472 + Penalty 3452.002721 = -4381252.662751
  nChanged 0
		SP:Iteration 59F (113817.370000 sec): 3 clusters
  Score: Raw -4384704.665472 + Penalty 3452.002721 = -4381252.662751
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 10 (1028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113817.420000 sec): 2 clusters
  Score: Raw -86556.239674 + Penalty 1126.997697 = -85429.241977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113817.440000 sec): 3 clusters
  Score: Raw -86260.287059 + Penalty 2253.995395 = -84006.291664
  nChanged 317
		SP:Iteration 1F (113817.460000 sec): 3 clusters
  Score: Raw -86602.201237 + Penalty 2253.995395 = -84348.205842
  nChanged 103
		SP:Iteration 2F (113817.490000 sec): 3 clusters
  Score: Raw -86773.029866 + Penalty 2253.995395 = -84519.034471
  nChanged 73
		SP:Iteration 3F (113817.510000 sec): 3 clusters
  Score: Raw -86900.813805 + Penalty 2253.995395 = -84646.818410
  nChanged 53
		SP:Iteration 4F (113817.530000 sec): 3 clusters
  Score: Raw -87000.981133 + Penalty 2253.995395 = -84746.985738
  nChanged 42
		SP:Iteration 5Q (113817.550000 sec): 3 clusters
  Score: Raw -87055.715220 + Penalty 2253.995395 = -84801.719825
  nChanged 25
		SP:Iteration 6Q (113817.570000 sec): 3 clusters
  Score: Raw -87093.809677 + Penalty 2253.995395 = -84839.814282
  nChanged 19
		SP:Iteration 7Q (113817.590000 sec): 3 clusters
  Score: Raw -87116.845999 + Penalty 2253.995395 = -84862.850604
  nChanged 16
		SP:Iteration 8Q (113817.610000 sec): 3 clusters
  Score: Raw -87130.094523 + Penalty 2253.995395 = -84876.099128
  nChanged 4
		SP:Iteration 9Q (113817.630000 sec): 3 clusters
  Score: Raw -87137.390399 + Penalty 2253.995395 = -84883.395005
  nChanged 5
		SP:Iteration 10Q (113817.650000 sec): 3 clusters
  Score: Raw -87142.384045 + Penalty 2253.995395 = -84888.388650
  nChanged 2
		SP:Iteration 11Q (113817.670000 sec): 3 clusters
  Score: Raw -87143.881463 + Penalty 2253.995395 = -84889.886068
  nChanged 2
		SP:Iteration 12Q (113817.690000 sec): 3 clusters
  Score: Raw -87144.923804 + Penalty 2253.995395 = -84890.928409
  nChanged 2
		SP:Iteration 13Q (113817.710000 sec): 3 clusters
  Score: Raw -87146.855227 + Penalty 2253.995395 = -84892.859832
  nChanged 1
		SP:Iteration 14Q (113817.730000 sec): 3 clusters
  Score: Raw -87147.400784 + Penalty 2253.995395 = -84893.405389
  nChanged 0
		SP:Iteration 15F (113817.750000 sec): 3 clusters
  Score: Raw -87147.400784 + Penalty 2253.995395 = -84893.405389
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 11 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113817.810000 sec): 2 clusters
  Score: Raw -55079.498069 + Penalty 1027.999289 = -54051.498780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113817.820000 sec): 3 clusters
  Score: Raw -55024.653878 + Penalty 2055.998579 = -52968.655299
  nChanged 103
		SP:Iteration 1F (113817.830000 sec): 3 clusters
  Score: Raw -55143.881611 + Penalty 2055.998579 = -53087.883032
  nChanged 26
		SP:Iteration 2Q (113817.840000 sec): 3 clusters
  Score: Raw -55185.843646 + Penalty 2055.998579 = -53129.845068
  nChanged 16
		SP:Iteration 3Q (113817.850000 sec): 3 clusters
  Score: Raw -55223.717742 + Penalty 2055.998579 = -53167.719164
  nChanged 12
		SP:Iteration 4Q (113817.870000 sec): 3 clusters
  Score: Raw -55243.980702 + Penalty 2055.998579 = -53187.982123
  nChanged 10
		SP:Iteration 5Q (113817.870000 sec): 3 clusters
  Score: Raw -55255.468896 + Penalty 2055.998579 = -53199.470317
  nChanged 9
		SP:Iteration 6Q (113817.890000 sec): 3 clusters
  Score: Raw -55265.842710 + Penalty 2055.998579 = -53209.844131
  nChanged 9
		SP:Iteration 7Q (113817.900000 sec): 3 clusters
  Score: Raw -55287.975570 + Penalty 2055.998579 = -53231.976991
  nChanged 13
		SP:Iteration 8Q (113817.910000 sec): 3 clusters
  Score: Raw -55315.329973 + Penalty 2055.998579 = -53259.331394
  nChanged 14
		SP:Iteration 9Q (113817.920000 sec): 3 clusters
  Score: Raw -55355.235680 + Penalty 2055.998579 = -53299.237102
  nChanged 16
		SP:Iteration 10Q (113817.930000 sec): 3 clusters
  Score: Raw -55418.087015 + Penalty 2055.998579 = -53362.088437
  nChanged 13
		SP:Iteration 11Q (113817.950000 sec): 3 clusters
  Score: Raw -55458.171753 + Penalty 2055.998579 = -53402.173174
  nChanged 9
		SP:Iteration 12Q (113817.960000 sec): 3 clusters
  Score: Raw -55478.774886 + Penalty 2055.998579 = -53422.776307
  nChanged 5
		SP:Iteration 13Q (113817.970000 sec): 3 clusters
  Score: Raw -55489.207683 + Penalty 2055.998579 = -53433.209105
  nChanged 6
		SP:Iteration 14Q (113817.980000 sec): 3 clusters
  Score: Raw -55513.061842 + Penalty 2055.998579 = -53457.063264
  nChanged 5
		SP:Iteration 15Q (113817.990000 sec): 3 clusters
  Score: Raw -55529.086656 + Penalty 2055.998579 = -53473.088078
  nChanged 2
		SP:Iteration 16Q (113818.010000 sec): 3 clusters
  Score: Raw -55535.106649 + Penalty 2055.998579 = -53479.108070
  nChanged 2
		SP:Iteration 17Q (113818.020000 sec): 3 clusters
  Score: Raw -55539.925615 + Penalty 2055.998579 = -53483.927036
  nChanged 1
		SP:Iteration 18Q (113818.030000 sec): 3 clusters
  Score: Raw -55542.330667 + Penalty 2055.998579 = -53486.332088
  nChanged 2
		SP:Iteration 19Q (113818.040000 sec): 3 clusters
  Score: Raw -55547.706334 + Penalty 2055.998579 = -53491.707756
  nChanged 3
		SP:Iteration 20F (113818.050000 sec): 3 clusters
  Score: Raw -55552.635533 + Penalty 2055.998579 = -53496.636954
  nChanged 1
		SP:Iteration 21Q (113818.060000 sec): 3 clusters
  Score: Raw -55554.170904 + Penalty 2055.998579 = -53498.172325
  nChanged 2
		SP:Iteration 22Q (113818.070000 sec): 3 clusters
  Score: Raw -55556.064348 + Penalty 2055.998579 = -53500.065769
  nChanged 1
		SP:Iteration 23Q (113818.090000 sec): 3 clusters
  Score: Raw -55557.050369 + Penalty 2055.998579 = -53501.051790
  nChanged 0
		SP:Iteration 24F (113818.100000 sec): 3 clusters
  Score: Raw -55557.050369 + Penalty 2055.998579 = -53501.051790
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 12 (3229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113818.170000 sec): 2 clusters
  Score: Raw -313915.391897 + Penalty 1312.988263 = -312602.403635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113818.240000 sec): 3 clusters
  Score: Raw -312419.063618 + Penalty 2625.976525 = -309793.087092
  nChanged 1247
		SP:Iteration 1F (113818.300000 sec): 3 clusters
  Score: Raw -313145.620346 + Penalty 2625.976525 = -310519.643821
  nChanged 237
		SP:Iteration 2F (113818.360000 sec): 3 clusters
  Score: Raw -313318.893875 + Penalty 2625.976525 = -310692.917349
  nChanged 181
		SP:Iteration 3F (113818.420000 sec): 3 clusters
  Score: Raw -313424.902853 + Penalty 2625.976525 = -310798.926328
  nChanged 132
		SP:Iteration 4Q (113818.480000 sec): 3 clusters
  Score: Raw -313500.310396 + Penalty 2625.976525 = -310874.333870
  nChanged 103
		SP:Iteration 5Q (113818.550000 sec): 3 clusters
  Score: Raw -313556.113438 + Penalty 2625.976525 = -310930.136912
  nChanged 80
		SP:Iteration 6Q (113818.610000 sec): 3 clusters
  Score: Raw -313593.019235 + Penalty 2625.976525 = -310967.042709
  nChanged 66
		SP:Iteration 7Q (113818.670000 sec): 3 clusters
  Score: Raw -313622.210349 + Penalty 2625.976525 = -310996.233823
  nChanged 52
		SP:Iteration 8Q (113818.730000 sec): 3 clusters
  Score: Raw -313645.919812 + Penalty 2625.976525 = -311019.943286
  nChanged 46
		SP:Iteration 9Q (113818.790000 sec): 3 clusters
  Score: Raw -313666.615634 + Penalty 2625.976525 = -311040.639109
  nChanged 48
		SP:Iteration 10Q (113818.860000 sec): 3 clusters
  Score: Raw -313686.249066 + Penalty 2625.976525 = -311060.272540
  nChanged 36
		SP:Iteration 11Q (113818.920000 sec): 3 clusters
  Score: Raw -313701.412530 + Penalty 2625.976525 = -311075.436005
  nChanged 43
		SP:Iteration 12Q (113818.980000 sec): 3 clusters
  Score: Raw -313719.741597 + Penalty 2625.976525 = -311093.765072
  nChanged 49
		SP:Iteration 13Q (113819.050000 sec): 3 clusters
  Score: Raw -313736.306814 + Penalty 2625.976525 = -311110.330289
  nChanged 24
		SP:Iteration 14Q (113819.110000 sec): 3 clusters
  Score: Raw -313745.902935 + Penalty 2625.976525 = -311119.926410
  nChanged 30
		SP:Iteration 15Q (113819.170000 sec): 3 clusters
  Score: Raw -313759.774442 + Penalty 2625.976525 = -311133.797917
  nChanged 31
		SP:Iteration 16Q (113819.230000 sec): 3 clusters
  Score: Raw -313772.553308 + Penalty 2625.976525 = -311146.576782
  nChanged 28
		SP:Iteration 17Q (113819.290000 sec): 3 clusters
  Score: Raw -313784.285096 + Penalty 2625.976525 = -311158.308571
  nChanged 27
		SP:Iteration 18Q (113819.350000 sec): 3 clusters
  Score: Raw -313796.316830 + Penalty 2625.976525 = -311170.340305
  nChanged 33
		SP:Iteration 19Q (113819.420000 sec): 3 clusters
  Score: Raw -313810.688989 + Penalty 2625.976525 = -311184.712464
  nChanged 26
		SP:Iteration 20F (113819.480000 sec): 3 clusters
  Score: Raw -313821.362153 + Penalty 2625.976525 = -311195.385627
  nChanged 27
		SP:Iteration 21Q (113819.540000 sec): 3 clusters
  Score: Raw -313831.347226 + Penalty 2625.976525 = -311205.370700
  nChanged 20
		SP:Iteration 22Q (113819.600000 sec): 3 clusters
  Score: Raw -313838.380482 + Penalty 2625.976525 = -311212.403957
  nChanged 17
		SP:Iteration 23Q (113819.670000 sec): 3 clusters
  Score: Raw -313845.232609 + Penalty 2625.976525 = -311219.256083
  nChanged 21
		SP:Iteration 24Q (113819.730000 sec): 3 clusters
  Score: Raw -313853.442806 + Penalty 2625.976525 = -311227.466281
  nChanged 13
		SP:Iteration 25Q (113819.790000 sec): 3 clusters
  Score: Raw -313857.738779 + Penalty 2625.976525 = -311231.762253
  nChanged 11
		SP:Iteration 26Q (113819.850000 sec): 3 clusters
  Score: Raw -313861.621986 + Penalty 2625.976525 = -311235.645461
  nChanged 12
		SP:Iteration 27Q (113819.920000 sec): 3 clusters
  Score: Raw -313865.294095 + Penalty 2625.976525 = -311239.317569
  nChanged 8
		SP:Iteration 28Q (113819.980000 sec): 3 clusters
  Score: Raw -313867.812972 + Penalty 2625.976525 = -311241.836447
  nChanged 13
		SP:Iteration 29Q (113820.040000 sec): 3 clusters
  Score: Raw -313873.087103 + Penalty 2625.976525 = -311247.110578
  nChanged 8
		SP:Iteration 30Q (113820.110000 sec): 3 clusters
  Score: Raw -313876.351648 + Penalty 2625.976525 = -311250.375123
  nChanged 8
		SP:Iteration 31Q (113820.170000 sec): 3 clusters
  Score: Raw -313879.692506 + Penalty 2625.976525 = -311253.715981
  nChanged 8
		SP:Iteration 32Q (113820.230000 sec): 3 clusters
  Score: Raw -313882.965040 + Penalty 2625.976525 = -311256.988514
  nChanged 8
		SP:Iteration 33Q (113820.290000 sec): 3 clusters
  Score: Raw -313884.983944 + Penalty 2625.976525 = -311259.007418
  nChanged 4
		SP:Iteration 34Q (113820.350000 sec): 3 clusters
  Score: Raw -313886.683698 + Penalty 2625.976525 = -311260.707172
  nChanged 2
		SP:Iteration 35Q (113820.420000 sec): 3 clusters
  Score: Raw -313887.223942 + Penalty 2625.976525 = -311261.247417
  nChanged 1
		SP:Iteration 36Q (113820.480000 sec): 3 clusters
  Score: Raw -313887.414014 + Penalty 2625.976525 = -311261.437489
  nChanged 0
		SP:Iteration 37F (113820.540000 sec): 3 clusters
  Score: Raw -313887.414014 + Penalty 2625.976525 = -311261.437489
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 13 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113820.610000 sec): 2 clusters
  Score: Raw -149259.644995 + Penalty 1211.673865 = -148047.971130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113820.640000 sec): 3 clusters
  Score: Raw -148651.695930 + Penalty 2423.347730 = -146228.348199
  nChanged 617
		SP:Iteration 1F (113820.680000 sec): 3 clusters
  Score: Raw -149342.521762 + Penalty 2423.347730 = -146919.174031
  nChanged 202
		SP:Iteration 2F (113820.710000 sec): 3 clusters
  Score: Raw -149599.217961 + Penalty 2423.347730 = -147175.870230
  nChanged 115
		SP:Iteration 3F (113820.740000 sec): 3 clusters
  Score: Raw -149762.770051 + Penalty 2423.347730 = -147339.422320
  nChanged 94
		SP:Iteration 4F (113820.780000 sec): 3 clusters
  Score: Raw -149930.893177 + Penalty 2423.347730 = -147507.545447
  nChanged 82
		SP:Iteration 5Q (113820.810000 sec): 3 clusters
  Score: Raw -150117.277204 + Penalty 2423.347730 = -147693.929474
  nChanged 59
		SP:Iteration 6Q (113820.850000 sec): 3 clusters
  Score: Raw -150205.255552 + Penalty 2423.347730 = -147781.907822
  nChanged 33
		SP:Iteration 7Q (113820.880000 sec): 3 clusters
  Score: Raw -150240.166853 + Penalty 2423.347730 = -147816.819122
  nChanged 31
		SP:Iteration 8Q (113820.910000 sec): 3 clusters
  Score: Raw -150260.507276 + Penalty 2423.347730 = -147837.159546
  nChanged 14
		SP:Iteration 9Q (113820.940000 sec): 3 clusters
  Score: Raw -150269.983685 + Penalty 2423.347730 = -147846.635954
  nChanged 10
		SP:Iteration 10Q (113820.980000 sec): 3 clusters
  Score: Raw -150276.813244 + Penalty 2423.347730 = -147853.465513
  nChanged 10
		SP:Iteration 11Q (113821.010000 sec): 3 clusters
  Score: Raw -150286.985683 + Penalty 2423.347730 = -147863.637953
  nChanged 7
		SP:Iteration 12Q (113821.040000 sec): 3 clusters
  Score: Raw -150291.543537 + Penalty 2423.347730 = -147868.195807
  nChanged 9
		SP:Iteration 13Q (113821.080000 sec): 3 clusters
  Score: Raw -150298.573863 + Penalty 2423.347730 = -147875.226133
  nChanged 7
		SP:Iteration 14Q (113821.110000 sec): 3 clusters
  Score: Raw -150305.190422 + Penalty 2423.347730 = -147881.842692
  nChanged 7
		SP:Iteration 15Q (113821.140000 sec): 3 clusters
  Score: Raw -150310.449115 + Penalty 2423.347730 = -147887.101384
  nChanged 7
		SP:Iteration 16Q (113821.180000 sec): 3 clusters
  Score: Raw -150315.106741 + Penalty 2423.347730 = -147891.759010
  nChanged 4
		SP:Iteration 17Q (113821.210000 sec): 3 clusters
  Score: Raw -150317.007415 + Penalty 2423.347730 = -147893.659685
  nChanged 2
		SP:Iteration 18Q (113821.240000 sec): 3 clusters
  Score: Raw -150317.869832 + Penalty 2423.347730 = -147894.522101
  nChanged 0
		SP:Iteration 19F (113821.280000 sec): 3 clusters
  Score: Raw -150317.869832 + Penalty 2423.347730 = -147894.522101
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 14 (2507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113821.350000 sec): 2 clusters
  Score: Raw -227759.582988 + Penalty 1271.861841 = -226487.721147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113821.400000 sec): 3 clusters
  Score: Raw -226690.519057 + Penalty 2543.723682 = -224146.795375
  nChanged 913
		SP:Iteration 1F (113821.450000 sec): 3 clusters
  Score: Raw -227366.684418 + Penalty 2543.723682 = -224822.960737
  nChanged 238
		SP:Iteration 2F (113821.500000 sec): 3 clusters
  Score: Raw -227592.043225 + Penalty 2543.723682 = -225048.319543
  nChanged 192
		SP:Iteration 3F (113821.560000 sec): 3 clusters
  Score: Raw -227760.658765 + Penalty 2543.723682 = -225216.935083
  nChanged 149
		SP:Iteration 4F (113821.600000 sec): 3 clusters
  Score: Raw -227901.674551 + Penalty 2543.723682 = -225357.950869
  nChanged 119
		SP:Iteration 5Q (113821.660000 sec): 3 clusters
  Score: Raw -228016.034771 + Penalty 2543.723682 = -225472.311089
  nChanged 89
		SP:Iteration 6Q (113821.700000 sec): 3 clusters
  Score: Raw -228087.722483 + Penalty 2543.723682 = -225543.998801
  nChanged 50
		SP:Iteration 7Q (113821.760000 sec): 3 clusters
  Score: Raw -228117.548305 + Penalty 2543.723682 = -225573.824623
  nChanged 36
		SP:Iteration 8Q (113821.800000 sec): 3 clusters
  Score: Raw -228140.256908 + Penalty 2543.723682 = -225596.533226
  nChanged 32
		SP:Iteration 9Q (113821.860000 sec): 3 clusters
  Score: Raw -228158.162879 + Penalty 2543.723682 = -225614.439197
  nChanged 25
		SP:Iteration 10Q (113821.910000 sec): 3 clusters
  Score: Raw -228172.149733 + Penalty 2543.723682 = -225628.426051
  nChanged 17
		SP:Iteration 11Q (113821.960000 sec): 3 clusters
  Score: Raw -228181.354401 + Penalty 2543.723682 = -225637.630719
  nChanged 16
		SP:Iteration 12Q (113822.010000 sec): 3 clusters
  Score: Raw -228190.262624 + Penalty 2543.723682 = -225646.538942
  nChanged 9
		SP:Iteration 13Q (113822.060000 sec): 3 clusters
  Score: Raw -228195.427762 + Penalty 2543.723682 = -225651.704080
  nChanged 11
		SP:Iteration 14Q (113822.110000 sec): 3 clusters
  Score: Raw -228202.711514 + Penalty 2543.723682 = -225658.987833
  nChanged 10
		SP:Iteration 15Q (113822.160000 sec): 3 clusters
  Score: Raw -228210.034301 + Penalty 2543.723682 = -225666.310619
  nChanged 7
		SP:Iteration 16Q (113822.210000 sec): 3 clusters
  Score: Raw -228214.309938 + Penalty 2543.723682 = -225670.586256
  nChanged 3
		SP:Iteration 17Q (113822.260000 sec): 3 clusters
  Score: Raw -228215.710635 + Penalty 2543.723682 = -225671.986954
  nChanged 5
		SP:Iteration 18Q (113822.310000 sec): 3 clusters
  Score: Raw -228218.699923 + Penalty 2543.723682 = -225674.976241
  nChanged 6
		SP:Iteration 19Q (113822.350000 sec): 3 clusters
  Score: Raw -228221.238680 + Penalty 2543.723682 = -225677.514998
  nChanged 7
		SP:Iteration 20F (113822.400000 sec): 3 clusters
  Score: Raw -228224.557581 + Penalty 2543.723682 = -225680.833899
  nChanged 1
		SP:Iteration 21Q (113822.450000 sec): 3 clusters
  Score: Raw -228224.719599 + Penalty 2543.723682 = -225680.995917
  nChanged 1
		SP:Iteration 22Q (113822.500000 sec): 3 clusters
  Score: Raw -228225.356763 + Penalty 2543.723682 = -225681.633081
  nChanged 1
		SP:Iteration 23Q (113822.550000 sec): 3 clusters
  Score: Raw -228225.610667 + Penalty 2543.723682 = -225681.886985
  nChanged 1
		SP:Iteration 24Q (113822.600000 sec): 3 clusters
  Score: Raw -228225.800584 + Penalty 2543.723682 = -225682.076903
  nChanged 0
		SP:Iteration 25F (113822.650000 sec): 3 clusters
  Score: Raw -228225.800584 + Penalty 2543.723682 = -225682.076903
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 15 (2497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113822.720000 sec): 2 clusters
  Score: Raw -236092.222922 + Penalty 1271.212360 = -234821.010563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113822.770000 sec): 3 clusters
  Score: Raw -234973.423578 + Penalty 2542.424719 = -232430.998859
  nChanged 911
		SP:Iteration 1F (113822.820000 sec): 3 clusters
  Score: Raw -235544.621848 + Penalty 2542.424719 = -233002.197129
  nChanged 223
		SP:Iteration 2F (113822.870000 sec): 3 clusters
  Score: Raw -235741.707513 + Penalty 2542.424719 = -233199.282794
  nChanged 176
		SP:Iteration 3F (113822.920000 sec): 3 clusters
  Score: Raw -235898.028301 + Penalty 2542.424719 = -233355.603582
  nChanged 140
		SP:Iteration 4F (113822.960000 sec): 3 clusters
  Score: Raw -236045.463958 + Penalty 2542.424719 = -233503.039238
  nChanged 123
		SP:Iteration 5Q (113823.010000 sec): 3 clusters
  Score: Raw -236166.481762 + Penalty 2542.424719 = -233624.057043
  nChanged 106
		SP:Iteration 6Q (113823.060000 sec): 3 clusters
  Score: Raw -236258.310001 + Penalty 2542.424719 = -233715.885282
  nChanged 94
		SP:Iteration 7Q (113823.110000 sec): 3 clusters
  Score: Raw -236347.499165 + Penalty 2542.424719 = -233805.074446
  nChanged 86
		SP:Iteration 8Q (113823.160000 sec): 3 clusters
  Score: Raw -236426.182787 + Penalty 2542.424719 = -233883.758068
  nChanged 72
		SP:Iteration 9Q (113823.200000 sec): 3 clusters
  Score: Raw -236509.557326 + Penalty 2542.424719 = -233967.132607
  nChanged 68
		SP:Iteration 10Q (113823.250000 sec): 3 clusters
  Score: Raw -236580.161986 + Penalty 2542.424719 = -234037.737267
  nChanged 62
		SP:Iteration 11Q (113823.300000 sec): 3 clusters
  Score: Raw -236643.365982 + Penalty 2542.424719 = -234100.941263
  nChanged 56
		SP:Iteration 12Q (113823.350000 sec): 3 clusters
  Score: Raw -236686.300437 + Penalty 2542.424719 = -234143.875718
  nChanged 38
		SP:Iteration 13Q (113823.400000 sec): 3 clusters
  Score: Raw -236710.137327 + Penalty 2542.424719 = -234167.712608
  nChanged 26
		SP:Iteration 14Q (113823.440000 sec): 3 clusters
  Score: Raw -236727.967037 + Penalty 2542.424719 = -234185.542317
  nChanged 26
		SP:Iteration 15Q (113823.490000 sec): 3 clusters
  Score: Raw -236741.147120 + Penalty 2542.424719 = -234198.722401
  nChanged 21
		SP:Iteration 16Q (113823.540000 sec): 3 clusters
  Score: Raw -236755.019814 + Penalty 2542.424719 = -234212.595094
  nChanged 12
		SP:Iteration 17Q (113823.580000 sec): 3 clusters
  Score: Raw -236761.847946 + Penalty 2542.424719 = -234219.423226
  nChanged 8
		SP:Iteration 18Q (113823.630000 sec): 3 clusters
  Score: Raw -236765.544929 + Penalty 2542.424719 = -234223.120210
  nChanged 13
		SP:Iteration 19Q (113823.680000 sec): 3 clusters
  Score: Raw -236771.646465 + Penalty 2542.424719 = -234229.221745
  nChanged 4
		SP:Iteration 20F (113823.730000 sec): 3 clusters
  Score: Raw -236773.599465 + Penalty 2542.424719 = -234231.174746
  nChanged 6
		SP:Iteration 21Q (113823.770000 sec): 3 clusters
  Score: Raw -236775.795285 + Penalty 2542.424719 = -234233.370565
  nChanged 3
		SP:Iteration 22Q (113823.820000 sec): 3 clusters
  Score: Raw -236777.212882 + Penalty 2542.424719 = -234234.788163
  nChanged 1
		SP:Iteration 23Q (113823.870000 sec): 3 clusters
  Score: Raw -236777.984863 + Penalty 2542.424719 = -234235.560144
  nChanged 3
		SP:Iteration 24Q (113823.920000 sec): 3 clusters
  Score: Raw -236779.536498 + Penalty 2542.424719 = -234237.111779
  nChanged 3
		SP:Iteration 25Q (113823.960000 sec): 3 clusters
  Score: Raw -236781.576912 + Penalty 2542.424719 = -234239.152193
  nChanged 0
		SP:Iteration 26F (113824.010000 sec): 3 clusters
  Score: Raw -236781.576912 + Penalty 2542.424719 = -234239.152193
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 16 (2608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113824.080000 sec): 2 clusters
  Score: Raw -270982.173319 + Penalty 1278.280075 = -269703.893244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113824.130000 sec): 3 clusters
  Score: Raw -269793.393988 + Penalty 2556.560150 = -267236.833838
  nChanged 972
		SP:Iteration 1F (113824.180000 sec): 3 clusters
  Score: Raw -270409.116974 + Penalty 2556.560150 = -267852.556824
  nChanged 220
		SP:Iteration 2F (113824.240000 sec): 3 clusters
  Score: Raw -270562.365982 + Penalty 2556.560150 = -268005.805832
  nChanged 133
		SP:Iteration 3F (113824.290000 sec): 3 clusters
  Score: Raw -270646.956289 + Penalty 2556.560150 = -268090.396139
  nChanged 101
		SP:Iteration 4Q (113824.350000 sec): 3 clusters
  Score: Raw -270713.573646 + Penalty 2556.560150 = -268157.013496
  nChanged 86
		SP:Iteration 5Q (113824.400000 sec): 3 clusters
  Score: Raw -270761.111158 + Penalty 2556.560150 = -268204.551008
  nChanged 70
		SP:Iteration 6Q (113824.460000 sec): 3 clusters
  Score: Raw -270803.145751 + Penalty 2556.560150 = -268246.585601
  nChanged 67
		SP:Iteration 7Q (113824.510000 sec): 3 clusters
  Score: Raw -270845.121472 + Penalty 2556.560150 = -268288.561322
  nChanged 81
		SP:Iteration 8Q (113824.570000 sec): 3 clusters
  Score: Raw -270896.195455 + Penalty 2556.560150 = -268339.635305
  nChanged 81
		SP:Iteration 9Q (113824.620000 sec): 3 clusters
  Score: Raw -270950.584928 + Penalty 2556.560150 = -268394.024778
  nChanged 89
		SP:Iteration 10Q (113824.670000 sec): 3 clusters
  Score: Raw -271026.509377 + Penalty 2556.560150 = -268469.949227
  nChanged 90
		SP:Iteration 11Q (113824.730000 sec): 3 clusters
  Score: Raw -271092.720761 + Penalty 2556.560150 = -268536.160611
  nChanged 85
		SP:Iteration 12Q (113824.780000 sec): 3 clusters
  Score: Raw -271149.320159 + Penalty 2556.560150 = -268592.760009
  nChanged 75
		SP:Iteration 13Q (113824.830000 sec): 3 clusters
  Score: Raw -271216.564470 + Penalty 2556.560150 = -268660.004320
  nChanged 70
		SP:Iteration 14Q (113824.890000 sec): 3 clusters
  Score: Raw -271279.612945 + Penalty 2556.560150 = -268723.052795
  nChanged 58
		SP:Iteration 15Q (113824.940000 sec): 3 clusters
  Score: Raw -271324.082104 + Penalty 2556.560150 = -268767.521954
  nChanged 41
		SP:Iteration 16Q (113824.990000 sec): 3 clusters
  Score: Raw -271363.403520 + Penalty 2556.560150 = -268806.843370
  nChanged 38
		SP:Iteration 17Q (113825.040000 sec): 3 clusters
  Score: Raw -271391.025758 + Penalty 2556.560150 = -268834.465608
  nChanged 26
		SP:Iteration 18Q (113825.090000 sec): 3 clusters
  Score: Raw -271407.092052 + Penalty 2556.560150 = -268850.531902
  nChanged 17
		SP:Iteration 19Q (113825.150000 sec): 3 clusters
  Score: Raw -271419.206316 + Penalty 2556.560150 = -268862.646166
  nChanged 14
		SP:Iteration 20F (113825.200000 sec): 3 clusters
  Score: Raw -271428.013724 + Penalty 2556.560150 = -268871.453574
  nChanged 9
		SP:Iteration 21Q (113825.250000 sec): 3 clusters
  Score: Raw -271432.934995 + Penalty 2556.560150 = -268876.374845
  nChanged 8
		SP:Iteration 22Q (113825.300000 sec): 3 clusters
  Score: Raw -271437.328003 + Penalty 2556.560150 = -268880.767853
  nChanged 9
		SP:Iteration 23Q (113825.350000 sec): 3 clusters
  Score: Raw -271443.805043 + Penalty 2556.560150 = -268887.244893
  nChanged 10
		SP:Iteration 24Q (113825.400000 sec): 3 clusters
  Score: Raw -271451.933084 + Penalty 2556.560150 = -268895.372934
  nChanged 17
		SP:Iteration 25Q (113825.450000 sec): 3 clusters
  Score: Raw -271465.954472 + Penalty 2556.560150 = -268909.394322
  nChanged 16
		SP:Iteration 26Q (113825.510000 sec): 3 clusters
  Score: Raw -271475.904081 + Penalty 2556.560150 = -268919.343931
  nChanged 16
		SP:Iteration 27Q (113825.560000 sec): 3 clusters
  Score: Raw -271487.836989 + Penalty 2556.560150 = -268931.276839
  nChanged 11
		SP:Iteration 28Q (113825.610000 sec): 3 clusters
  Score: Raw -271495.515072 + Penalty 2556.560150 = -268938.954922
  nChanged 11
		SP:Iteration 29Q (113825.660000 sec): 3 clusters
  Score: Raw -271502.744298 + Penalty 2556.560150 = -268946.184148
  nChanged 12
		SP:Iteration 30Q (113825.710000 sec): 3 clusters
  Score: Raw -271509.589272 + Penalty 2556.560150 = -268953.029122
  nChanged 8
		SP:Iteration 31Q (113825.770000 sec): 3 clusters
  Score: Raw -271514.070927 + Penalty 2556.560150 = -268957.510777
  nChanged 3
		SP:Iteration 32Q (113825.820000 sec): 3 clusters
  Score: Raw -271515.235670 + Penalty 2556.560150 = -268958.675520
  nChanged 2
		SP:Iteration 33Q (113825.870000 sec): 3 clusters
  Score: Raw -271515.895276 + Penalty 2556.560150 = -268959.335126
  nChanged 0
		SP:Iteration 34F (113825.920000 sec): 3 clusters
  Score: Raw -271515.895276 + Penalty 2556.560150 = -268959.335126
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 17 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113826.000000 sec): 2 clusters
  Score: Raw -403753.212822 + Penalty 1349.520619 = -402403.692203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113826.080000 sec): 3 clusters
  Score: Raw -401728.414659 + Penalty 2699.041238 = -399029.373422
  nChanged 1538
		SP:Iteration 1F (113826.160000 sec): 3 clusters
  Score: Raw -402529.947166 + Penalty 2699.041238 = -399830.905928
  nChanged 287
		SP:Iteration 2F (113826.230000 sec): 3 clusters
  Score: Raw -402674.320364 + Penalty 2699.041238 = -399975.279127
  nChanged 196
		SP:Iteration 3Q (113826.310000 sec): 3 clusters
  Score: Raw -402769.338024 + Penalty 2699.041238 = -400070.296786
  nChanged 147
		SP:Iteration 4Q (113826.390000 sec): 3 clusters
  Score: Raw -402829.345746 + Penalty 2699.041238 = -400130.304508
  nChanged 111
		SP:Iteration 5Q (113826.460000 sec): 3 clusters
  Score: Raw -402867.604067 + Penalty 2699.041238 = -400168.562829
  nChanged 90
		SP:Iteration 6Q (113826.540000 sec): 3 clusters
  Score: Raw -402897.316266 + Penalty 2699.041238 = -400198.275029
  nChanged 63
		SP:Iteration 7Q (113826.620000 sec): 3 clusters
  Score: Raw -402921.939583 + Penalty 2699.041238 = -400222.898346
  nChanged 58
		SP:Iteration 8Q (113826.700000 sec): 3 clusters
  Score: Raw -402942.476238 + Penalty 2699.041238 = -400243.435000
  nChanged 63
		SP:Iteration 9Q (113826.780000 sec): 3 clusters
  Score: Raw -402960.739343 + Penalty 2699.041238 = -400261.698105
  nChanged 46
		SP:Iteration 10Q (113826.860000 sec): 3 clusters
  Score: Raw -402975.941970 + Penalty 2699.041238 = -400276.900733
  nChanged 45
		SP:Iteration 11Q (113826.940000 sec): 3 clusters
  Score: Raw -402992.918102 + Penalty 2699.041238 = -400293.876864
  nChanged 67
		SP:Iteration 12Q (113827.010000 sec): 3 clusters
  Score: Raw -403016.725951 + Penalty 2699.041238 = -400317.684714
  nChanged 70
		SP:Iteration 13Q (113827.090000 sec): 3 clusters
  Score: Raw -403043.201708 + Penalty 2699.041238 = -400344.160471
  nChanged 75
		SP:Iteration 14Q (113827.170000 sec): 3 clusters
  Score: Raw -403072.122210 + Penalty 2699.041238 = -400373.080972
  nChanged 84
		SP:Iteration 15Q (113827.250000 sec): 3 clusters
  Score: Raw -403109.852448 + Penalty 2699.041238 = -400410.811211
  nChanged 109
		SP:Iteration 16Q (113827.320000 sec): 3 clusters
  Score: Raw -403165.078621 + Penalty 2699.041238 = -400466.037383
  nChanged 123
		SP:Iteration 17Q (113827.400000 sec): 3 clusters
  Score: Raw -403230.241717 + Penalty 2699.041238 = -400531.200479
  nChanged 127
		SP:Iteration 18Q (113827.480000 sec): 3 clusters
  Score: Raw -403300.384232 + Penalty 2699.041238 = -400601.342994
  nChanged 142
		SP:Iteration 19Q (113827.560000 sec): 3 clusters
  Score: Raw -403389.127870 + Penalty 2699.041238 = -400690.086632
  nChanged 140
		SP:Iteration 20F (113827.630000 sec): 3 clusters
  Score: Raw -403495.168424 + Penalty 2699.041238 = -400796.127186
  nChanged 136
		SP:Iteration 21Q (113827.710000 sec): 3 clusters
  Score: Raw -403609.514974 + Penalty 2699.041238 = -400910.473736
  nChanged 142
		SP:Iteration 22Q (113827.790000 sec): 3 clusters
  Score: Raw -403748.130925 + Penalty 2699.041238 = -401049.089688
  nChanged 110
		SP:Iteration 23Q (113827.860000 sec): 3 clusters
  Score: Raw -403860.746856 + Penalty 2699.041238 = -401161.705619
  nChanged 73
		SP:Iteration 24Q (113827.940000 sec): 3 clusters
  Score: Raw -403929.798075 + Penalty 2699.041238 = -401230.756838
  nChanged 46
		SP:Iteration 25Q (113828.020000 sec): 3 clusters
  Score: Raw -403975.814479 + Penalty 2699.041238 = -401276.773241
  nChanged 28
		SP:Iteration 26Q (113828.090000 sec): 3 clusters
  Score: Raw -404007.636026 + Penalty 2699.041238 = -401308.594788
  nChanged 13
		SP:Iteration 27Q (113828.170000 sec): 3 clusters
  Score: Raw -404019.790526 + Penalty 2699.041238 = -401320.749289
  nChanged 6
		SP:Iteration 28Q (113828.240000 sec): 3 clusters
  Score: Raw -404024.675307 + Penalty 2699.041238 = -401325.634069
  nChanged 3
		SP:Iteration 29Q (113828.320000 sec): 3 clusters
  Score: Raw -404028.030749 + Penalty 2699.041238 = -401328.989512
  nChanged 3
		SP:Iteration 30Q (113828.390000 sec): 3 clusters
  Score: Raw -404030.496070 + Penalty 2699.041238 = -401331.454832
  nChanged 1
		SP:Iteration 31Q (113828.460000 sec): 3 clusters
  Score: Raw -404031.800326 + Penalty 2699.041238 = -401332.759088
  nChanged 3
		SP:Iteration 32Q (113828.540000 sec): 3 clusters
  Score: Raw -404037.866544 + Penalty 2699.041238 = -401338.825307
  nChanged 2
		SP:Iteration 33Q (113828.610000 sec): 3 clusters
  Score: Raw -404039.668816 + Penalty 2699.041238 = -401340.627578
  nChanged 3
		SP:Iteration 34Q (113828.690000 sec): 3 clusters
  Score: Raw -404042.169417 + Penalty 2699.041238 = -401343.128179
  nChanged 1
		SP:Iteration 35Q (113828.760000 sec): 3 clusters
  Score: Raw -404042.685912 + Penalty 2699.041238 = -401343.644675
  nChanged 0
		SP:Iteration 36F (113828.840000 sec): 3 clusters
  Score: Raw -404042.685912 + Penalty 2699.041238 = -401343.644675
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 18 (13124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113829.000000 sec): 2 clusters
  Score: Raw -1310836.902898 + Penalty 1540.857158 = -1309296.045740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113829.200000 sec): 3 clusters
  Score: Raw -1303220.829252 + Penalty 3081.714316 = -1300139.114936
  nChanged 5774
		SP:Iteration 1F (113829.390000 sec): 3 clusters
  Score: Raw -1306355.723653 + Penalty 3081.714316 = -1303274.009338
  nChanged 727
		SP:Iteration 2F (113829.600000 sec): 3 clusters
  Score: Raw -1306637.111720 + Penalty 3081.714316 = -1303555.397404
  nChanged 659
		SP:Iteration 3F (113829.780000 sec): 3 clusters
  Score: Raw -1306907.149430 + Penalty 3081.714316 = -1303825.435115
  nChanged 621
		SP:Iteration 4Q (113829.990000 sec): 3 clusters
  Score: Raw -1307157.945274 + Penalty 3081.714316 = -1304076.230959
  nChanged 561
		SP:Iteration 5Q (113830.200000 sec): 3 clusters
  Score: Raw -1307377.124737 + Penalty 3081.714316 = -1304295.410422
  nChanged 554
		SP:Iteration 6Q (113830.400000 sec): 3 clusters
  Score: Raw -1307593.910962 + Penalty 3081.714316 = -1304512.196646
  nChanged 520
		SP:Iteration 7Q (113830.600000 sec): 3 clusters
  Score: Raw -1307807.883301 + Penalty 3081.714316 = -1304726.168986
  nChanged 562
		SP:Iteration 8Q (113830.800000 sec): 3 clusters
  Score: Raw -1308084.908038 + Penalty 3081.714316 = -1305003.193722
  nChanged 598
		SP:Iteration 9Q (113831.020000 sec): 3 clusters
  Score: Raw -1308384.336121 + Penalty 3081.714316 = -1305302.621806
  nChanged 629
		SP:Iteration 10Q (113831.200000 sec): 3 clusters
  Score: Raw -1308740.246714 + Penalty 3081.714316 = -1305658.532398
  nChanged 629
		SP:Iteration 11Q (113831.410000 sec): 3 clusters
  Score: Raw -1309112.969100 + Penalty 3081.714316 = -1306031.254784
  nChanged 593
		SP:Iteration 12Q (113831.620000 sec): 3 clusters
  Score: Raw -1309459.510847 + Penalty 3081.714316 = -1306377.796532
  nChanged 520
		SP:Iteration 13Q (113831.820000 sec): 3 clusters
  Score: Raw -1309780.163050 + Penalty 3081.714316 = -1306698.448734
  nChanged 455
		SP:Iteration 14Q (113832.020000 sec): 3 clusters
  Score: Raw -1310055.417425 + Penalty 3081.714316 = -1306973.703109
  nChanged 351
		SP:Iteration 15Q (113832.220000 sec): 3 clusters
  Score: Raw -1310257.217624 + Penalty 3081.714316 = -1307175.503308
  nChanged 294
		SP:Iteration 16Q (113832.430000 sec): 3 clusters
  Score: Raw -1310419.213641 + Penalty 3081.714316 = -1307337.499325
  nChanged 222
		SP:Iteration 17Q (113832.610000 sec): 3 clusters
  Score: Raw -1310542.710644 + Penalty 3081.714316 = -1307460.996329
  nChanged 182
		SP:Iteration 18Q (113832.810000 sec): 3 clusters
  Score: Raw -1310640.401094 + Penalty 3081.714316 = -1307558.686778
  nChanged 158
		SP:Iteration 19Q (113833.000000 sec): 3 clusters
  Score: Raw -1310718.999857 + Penalty 3081.714316 = -1307637.285541
  nChanged 134
		SP:Iteration 20F (113833.190000 sec): 3 clusters
  Score: Raw -1310780.326581 + Penalty 3081.714316 = -1307698.612265
  nChanged 99
		SP:Iteration 21Q (113833.400000 sec): 3 clusters
  Score: Raw -1310821.076106 + Penalty 3081.714316 = -1307739.361791
  nChanged 81
		SP:Iteration 22Q (113833.680000 sec): 3 clusters
  Score: Raw -1310857.110943 + Penalty 3081.714316 = -1307775.396627
  nChanged 87
		SP:Iteration 23Q (113833.920000 sec): 3 clusters
  Score: Raw -1310892.888412 + Penalty 3081.714316 = -1307811.174097
  nChanged 59
		SP:Iteration 24Q (113834.130000 sec): 3 clusters
  Score: Raw -1310915.418047 + Penalty 3081.714316 = -1307833.703732
  nChanged 55
		SP:Iteration 25Q (113834.410000 sec): 3 clusters
  Score: Raw -1310934.065588 + Penalty 3081.714316 = -1307852.351273
  nChanged 50
		SP:Iteration 26Q (113834.640000 sec): 3 clusters
  Score: Raw -1310948.789006 + Penalty 3081.714316 = -1307867.074690
  nChanged 36
		SP:Iteration 27Q (113834.920000 sec): 3 clusters
  Score: Raw -1310960.893972 + Penalty 3081.714316 = -1307879.179656
  nChanged 37
		SP:Iteration 28Q (113835.160000 sec): 3 clusters
  Score: Raw -1310975.366621 + Penalty 3081.714316 = -1307893.652306
  nChanged 39
		SP:Iteration 29Q (113835.360000 sec): 3 clusters
  Score: Raw -1310987.330402 + Penalty 3081.714316 = -1307905.616086
  nChanged 34
		SP:Iteration 30Q (113835.570000 sec): 3 clusters
  Score: Raw -1310996.979602 + Penalty 3081.714316 = -1307915.265286
  nChanged 25
		SP:Iteration 31Q (113835.750000 sec): 3 clusters
  Score: Raw -1311006.037512 + Penalty 3081.714316 = -1307924.323196
  nChanged 35
		SP:Iteration 32Q (113835.960000 sec): 3 clusters
  Score: Raw -1311019.494919 + Penalty 3081.714316 = -1307937.780603
  nChanged 28
		SP:Iteration 33Q (113836.160000 sec): 3 clusters
  Score: Raw -1311030.869600 + Penalty 3081.714316 = -1307949.155284
  nChanged 29
		SP:Iteration 34Q (113836.340000 sec): 3 clusters
  Score: Raw -1311041.968529 + Penalty 3081.714316 = -1307960.254213
  nChanged 25
		SP:Iteration 35Q (113836.530000 sec): 3 clusters
  Score: Raw -1311050.017829 + Penalty 3081.714316 = -1307968.303513
  nChanged 20
		SP:Iteration 36Q (113836.730000 sec): 3 clusters
  Score: Raw -1311057.475439 + Penalty 3081.714316 = -1307975.761123
  nChanged 17
		SP:Iteration 37Q (113836.950000 sec): 3 clusters
  Score: Raw -1311064.312596 + Penalty 3081.714316 = -1307982.598281
  nChanged 23
		SP:Iteration 38Q (113837.120000 sec): 3 clusters
  Score: Raw -1311072.182729 + Penalty 3081.714316 = -1307990.468414
  nChanged 25
		SP:Iteration 39Q (113837.300000 sec): 3 clusters
  Score: Raw -1311079.775163 + Penalty 3081.714316 = -1307998.060848
  nChanged 15
		SP:Iteration 40F (113837.500000 sec): 3 clusters
  Score: Raw -1311083.818749 + Penalty 3081.714316 = -1308002.104433
  nChanged 10
		SP:Iteration 41Q (113837.700000 sec): 3 clusters
  Score: Raw -1311087.056273 + Penalty 3081.714316 = -1308005.341957
  nChanged 11
		SP:Iteration 42Q (113837.920000 sec): 3 clusters
  Score: Raw -1311090.887278 + Penalty 3081.714316 = -1308009.172963
  nChanged 11
		SP:Iteration 43Q (113838.080000 sec): 3 clusters
  Score: Raw -1311097.062227 + Penalty 3081.714316 = -1308015.347911
  nChanged 14
		SP:Iteration 44Q (113838.270000 sec): 3 clusters
  Score: Raw -1311105.008387 + Penalty 3081.714316 = -1308023.294072
  nChanged 12
		SP:Iteration 45Q (113838.450000 sec): 3 clusters
  Score: Raw -1311109.887207 + Penalty 3081.714316 = -1308028.172891
  nChanged 14
		SP:Iteration 46Q (113838.660000 sec): 3 clusters
  Score: Raw -1311114.838376 + Penalty 3081.714316 = -1308033.124061
  nChanged 11
		SP:Iteration 47Q (113838.870000 sec): 3 clusters
  Score: Raw -1311117.960742 + Penalty 3081.714316 = -1308036.246426
  nChanged 3
		SP:Iteration 48Q (113839.090000 sec): 3 clusters
  Score: Raw -1311118.872015 + Penalty 3081.714316 = -1308037.157699
  nChanged 0
		SP:Iteration 49F (113839.270000 sec): 3 clusters
  Score: Raw -1311118.872015 + Penalty 3081.714316 = -1308037.157699
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 19 (5067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113839.370000 sec): 2 clusters
  Score: Raw -540360.959341 + Penalty 1386.206933 = -538974.752407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113839.500000 sec): 3 clusters
  Score: Raw -537701.118555 + Penalty 2772.413867 = -534928.704688
  nChanged 2045
		SP:Iteration 1F (113839.590000 sec): 3 clusters
  Score: Raw -538840.076991 + Penalty 2772.413867 = -536067.663124
  nChanged 353
		SP:Iteration 2F (113839.680000 sec): 3 clusters
  Score: Raw -539026.106193 + Penalty 2772.413867 = -536253.692326
  nChanged 265
		SP:Iteration 3F (113839.780000 sec): 3 clusters
  Score: Raw -539169.445276 + Penalty 2772.413867 = -536397.031409
  nChanged 235
		SP:Iteration 4Q (113839.870000 sec): 3 clusters
  Score: Raw -539289.706024 + Penalty 2772.413867 = -536517.292157
  nChanged 217
		SP:Iteration 5Q (113839.970000 sec): 3 clusters
  Score: Raw -539418.689105 + Penalty 2772.413867 = -536646.275238
  nChanged 194
		SP:Iteration 6Q (113840.060000 sec): 3 clusters
  Score: Raw -539543.318337 + Penalty 2772.413867 = -536770.904470
  nChanged 197
		SP:Iteration 7Q (113840.160000 sec): 3 clusters
  Score: Raw -539676.913848 + Penalty 2772.413867 = -536904.499981
  nChanged 183
		SP:Iteration 8Q (113840.260000 sec): 3 clusters
  Score: Raw -539804.201818 + Penalty 2772.413867 = -537031.787951
  nChanged 206
		SP:Iteration 9Q (113840.350000 sec): 3 clusters
  Score: Raw -539967.049226 + Penalty 2772.413867 = -537194.635359
  nChanged 202
		SP:Iteration 10Q (113840.450000 sec): 3 clusters
  Score: Raw -540120.916279 + Penalty 2772.413867 = -537348.502412
  nChanged 173
		SP:Iteration 11Q (113840.540000 sec): 3 clusters
  Score: Raw -540251.195194 + Penalty 2772.413867 = -537478.781327
  nChanged 147
		SP:Iteration 12Q (113840.640000 sec): 3 clusters
  Score: Raw -540341.665722 + Penalty 2772.413867 = -537569.251855
  nChanged 102
		SP:Iteration 13Q (113840.740000 sec): 3 clusters
  Score: Raw -540401.151237 + Penalty 2772.413867 = -537628.737370
  nChanged 73
		SP:Iteration 14Q (113840.830000 sec): 3 clusters
  Score: Raw -540436.817074 + Penalty 2772.413867 = -537664.403207
  nChanged 57
		SP:Iteration 15Q (113840.920000 sec): 3 clusters
  Score: Raw -540463.592789 + Penalty 2772.413867 = -537691.178923
  nChanged 42
		SP:Iteration 16Q (113841.020000 sec): 3 clusters
  Score: Raw -540477.218878 + Penalty 2772.413867 = -537704.805011
  nChanged 32
		SP:Iteration 17Q (113841.110000 sec): 3 clusters
  Score: Raw -540488.888963 + Penalty 2772.413867 = -537716.475096
  nChanged 28
		SP:Iteration 18Q (113841.200000 sec): 3 clusters
  Score: Raw -540499.190039 + Penalty 2772.413867 = -537726.776172
  nChanged 23
		SP:Iteration 19Q (113841.300000 sec): 3 clusters
  Score: Raw -540506.005479 + Penalty 2772.413867 = -537733.591613
  nChanged 12
		SP:Iteration 20F (113841.390000 sec): 3 clusters
  Score: Raw -540510.592330 + Penalty 2772.413867 = -537738.178463
  nChanged 10
		SP:Iteration 21Q (113841.480000 sec): 3 clusters
  Score: Raw -540514.829787 + Penalty 2772.413867 = -537742.415920
  nChanged 9
		SP:Iteration 22Q (113841.580000 sec): 3 clusters
  Score: Raw -540517.287851 + Penalty 2772.413867 = -537744.873985
  nChanged 6
		SP:Iteration 23Q (113841.670000 sec): 3 clusters
  Score: Raw -540518.874313 + Penalty 2772.413867 = -537746.460446
  nChanged 5
		SP:Iteration 24Q (113841.770000 sec): 3 clusters
  Score: Raw -540520.493258 + Penalty 2772.413867 = -537748.079392
  nChanged 4
		SP:Iteration 25Q (113841.860000 sec): 3 clusters
  Score: Raw -540521.634099 + Penalty 2772.413867 = -537749.220232
  nChanged 2
		SP:Iteration 26Q (113841.960000 sec): 3 clusters
  Score: Raw -540521.954789 + Penalty 2772.413867 = -537749.540922
  nChanged 0
		SP:Iteration 27F (113842.050000 sec): 3 clusters
  Score: Raw -540521.954789 + Penalty 2772.413867 = -537749.540922
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 20 (4071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113842.120000 sec): 2 clusters
  Score: Raw -380598.174557 + Penalty 1350.642142 = -379247.532415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113842.210000 sec): 3 clusters
  Score: Raw -378598.157739 + Penalty 2701.284283 = -375896.873455
  nChanged 1593
		SP:Iteration 1F (113842.300000 sec): 3 clusters
  Score: Raw -379466.030652 + Penalty 2701.284283 = -376764.746368
  nChanged 275
		SP:Iteration 2F (113842.370000 sec): 3 clusters
  Score: Raw -379635.335263 + Penalty 2701.284283 = -376934.050980
  nChanged 233
		SP:Iteration 3F (113842.440000 sec): 3 clusters
  Score: Raw -379798.217661 + Penalty 2701.284283 = -377096.933378
  nChanged 219
		SP:Iteration 4F (113842.520000 sec): 3 clusters
  Score: Raw -379967.495204 + Penalty 2701.284283 = -377266.210921
  nChanged 191
		SP:Iteration 5Q (113842.600000 sec): 3 clusters
  Score: Raw -380130.655054 + Penalty 2701.284283 = -377429.370771
  nChanged 202
		SP:Iteration 6Q (113842.680000 sec): 3 clusters
  Score: Raw -380321.581810 + Penalty 2701.284283 = -377620.297527
  nChanged 202
		SP:Iteration 7Q (113842.750000 sec): 3 clusters
  Score: Raw -380563.854307 + Penalty 2701.284283 = -377862.570024
  nChanged 206
		SP:Iteration 8F (113842.830000 sec): 3 clusters
  Score: Raw -380862.323970 + Penalty 2701.284283 = -378161.039687
  nChanged 189
		SP:Iteration 9Q (113842.900000 sec): 3 clusters
  Score: Raw -381089.692331 + Penalty 2701.284283 = -378388.408047
  nChanged 151
		SP:Iteration 10Q (113842.980000 sec): 3 clusters
  Score: Raw -381201.637033 + Penalty 2701.284283 = -378500.352750
  nChanged 90
		SP:Iteration 11Q (113843.060000 sec): 3 clusters
  Score: Raw -381253.179437 + Penalty 2701.284283 = -378551.895154
  nChanged 84
		SP:Iteration 12Q (113843.130000 sec): 3 clusters
  Score: Raw -381298.454245 + Penalty 2701.284283 = -378597.169962
  nChanged 56
		SP:Iteration 13Q (113843.200000 sec): 3 clusters
  Score: Raw -381327.588161 + Penalty 2701.284283 = -378626.303877
  nChanged 52
		SP:Iteration 14Q (113843.280000 sec): 3 clusters
  Score: Raw -381349.137271 + Penalty 2701.284283 = -378647.852987
  nChanged 34
		SP:Iteration 15Q (113843.360000 sec): 3 clusters
  Score: Raw -381363.169846 + Penalty 2701.284283 = -378661.885562
  nChanged 34
		SP:Iteration 16Q (113843.430000 sec): 3 clusters
  Score: Raw -381377.751817 + Penalty 2701.284283 = -378676.467534
  nChanged 32
		SP:Iteration 17Q (113843.510000 sec): 3 clusters
  Score: Raw -381389.411708 + Penalty 2701.284283 = -378688.127425
  nChanged 27
		SP:Iteration 18Q (113843.580000 sec): 3 clusters
  Score: Raw -381401.725843 + Penalty 2701.284283 = -378700.441560
  nChanged 27
		SP:Iteration 19Q (113843.660000 sec): 3 clusters
  Score: Raw -381413.420996 + Penalty 2701.284283 = -378712.136713
  nChanged 33
		SP:Iteration 20F (113843.730000 sec): 3 clusters
  Score: Raw -381426.697876 + Penalty 2701.284283 = -378725.413593
  nChanged 27
		SP:Iteration 21Q (113843.810000 sec): 3 clusters
  Score: Raw -381441.104507 + Penalty 2701.284283 = -378739.820224
  nChanged 27
		SP:Iteration 22Q (113843.880000 sec): 3 clusters
  Score: Raw -381455.527008 + Penalty 2701.284283 = -378754.242725
  nChanged 31
		SP:Iteration 23Q (113843.960000 sec): 3 clusters
  Score: Raw -381472.383321 + Penalty 2701.284283 = -378771.099038
  nChanged 36
		SP:Iteration 24Q (113844.030000 sec): 3 clusters
  Score: Raw -381491.419205 + Penalty 2701.284283 = -378790.134922
  nChanged 38
		SP:Iteration 25Q (113844.110000 sec): 3 clusters
  Score: Raw -381513.123517 + Penalty 2701.284283 = -378811.839234
  nChanged 29
		SP:Iteration 26Q (113844.180000 sec): 3 clusters
  Score: Raw -381529.762057 + Penalty 2701.284283 = -378828.477774
  nChanged 29
		SP:Iteration 27Q (113844.260000 sec): 3 clusters
  Score: Raw -381546.784551 + Penalty 2701.284283 = -378845.500268
  nChanged 34
		SP:Iteration 28Q (113844.330000 sec): 3 clusters
  Score: Raw -381564.057745 + Penalty 2701.284283 = -378862.773462
  nChanged 30
		SP:Iteration 29Q (113844.410000 sec): 3 clusters
  Score: Raw -381581.368467 + Penalty 2701.284283 = -378880.084183
  nChanged 32
		SP:Iteration 30Q (113844.480000 sec): 3 clusters
  Score: Raw -381599.774464 + Penalty 2701.284283 = -378898.490181
  nChanged 33
		SP:Iteration 31Q (113844.560000 sec): 3 clusters
  Score: Raw -381620.062612 + Penalty 2701.284283 = -378918.778328
  nChanged 39
		SP:Iteration 32Q (113844.630000 sec): 3 clusters
  Score: Raw -381639.071745 + Penalty 2701.284283 = -378937.787461
  nChanged 28
		SP:Iteration 33Q (113844.700000 sec): 3 clusters
  Score: Raw -381653.131461 + Penalty 2701.284283 = -378951.847178
  nChanged 26
		SP:Iteration 34Q (113844.780000 sec): 3 clusters
  Score: Raw -381667.695153 + Penalty 2701.284283 = -378966.410869
  nChanged 27
		SP:Iteration 35Q (113844.860000 sec): 3 clusters
  Score: Raw -381679.898138 + Penalty 2701.284283 = -378978.613855
  nChanged 17
		SP:Iteration 36Q (113844.930000 sec): 3 clusters
  Score: Raw -381689.785686 + Penalty 2701.284283 = -378988.501403
  nChanged 22
		SP:Iteration 37Q (113845.000000 sec): 3 clusters
  Score: Raw -381702.995193 + Penalty 2701.284283 = -379001.710909
  nChanged 23
		SP:Iteration 38Q (113845.080000 sec): 3 clusters
  Score: Raw -381712.669512 + Penalty 2701.284283 = -379011.385228
  nChanged 14
		SP:Iteration 39Q (113845.150000 sec): 3 clusters
  Score: Raw -381717.239914 + Penalty 2701.284283 = -379015.955631
  nChanged 11
		SP:Iteration 40F (113845.230000 sec): 3 clusters
  Score: Raw -381722.037321 + Penalty 2701.284283 = -379020.753038
  nChanged 14
		SP:Iteration 41Q (113845.300000 sec): 3 clusters
  Score: Raw -381727.792241 + Penalty 2701.284283 = -379026.507958
  nChanged 12
		SP:Iteration 42Q (113845.380000 sec): 3 clusters
  Score: Raw -381733.118918 + Penalty 2701.284283 = -379031.834634
  nChanged 11
		SP:Iteration 43Q (113845.450000 sec): 3 clusters
  Score: Raw -381737.235198 + Penalty 2701.284283 = -379035.950915
  nChanged 18
		SP:Iteration 44Q (113845.520000 sec): 3 clusters
  Score: Raw -381743.582010 + Penalty 2701.284283 = -379042.297727
  nChanged 8
		SP:Iteration 45Q (113845.590000 sec): 3 clusters
  Score: Raw -381745.834364 + Penalty 2701.284283 = -379044.550080
  nChanged 6
		SP:Iteration 46Q (113845.670000 sec): 3 clusters
  Score: Raw -381747.632939 + Penalty 2701.284283 = -379046.348656
  nChanged 5
		SP:Iteration 47Q (113845.740000 sec): 3 clusters
  Score: Raw -381749.554498 + Penalty 2701.284283 = -379048.270214
  nChanged 5
		SP:Iteration 48Q (113845.810000 sec): 3 clusters
  Score: Raw -381751.151362 + Penalty 2701.284283 = -379049.867079
  nChanged 4
		SP:Iteration 49Q (113845.880000 sec): 3 clusters
  Score: Raw -381752.352855 + Penalty 2701.284283 = -379051.068572
  nChanged 3
		SP:Iteration 50Q (113845.960000 sec): 3 clusters
  Score: Raw -381753.083488 + Penalty 2701.284283 = -379051.799205
  nChanged 4
		SP:Iteration 51Q (113846.030000 sec): 3 clusters
  Score: Raw -381753.915098 + Penalty 2701.284283 = -379052.630814
  nChanged 2
		SP:Iteration 52Q (113846.100000 sec): 3 clusters
  Score: Raw -381754.258617 + Penalty 2701.284283 = -379052.974333
  nChanged 0
		SP:Iteration 53F (113846.180000 sec): 3 clusters
  Score: Raw -381754.258617 + Penalty 2701.284283 = -379052.974333
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 21 (12830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113846.310000 sec): 2 clusters
  Score: Raw -1250202.880079 + Penalty 1537.175487 = -1248665.704592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113846.520000 sec): 3 clusters
  Score: Raw -1242780.897580 + Penalty 3074.350974 = -1239706.546606
  nChanged 5654
		SP:Iteration 1F (113846.700000 sec): 3 clusters
  Score: Raw -1245922.516396 + Penalty 3074.350974 = -1242848.165423
  nChanged 799
		SP:Iteration 2F (113846.890000 sec): 3 clusters
  Score: Raw -1246264.274163 + Penalty 3074.350974 = -1243189.923190
  nChanged 647
		SP:Iteration 3F (113847.070000 sec): 3 clusters
  Score: Raw -1246527.234345 + Penalty 3074.350974 = -1243452.883372
  nChanged 586
		SP:Iteration 4Q (113847.290000 sec): 3 clusters
  Score: Raw -1246765.606555 + Penalty 3074.350974 = -1243691.255581
  nChanged 526
		SP:Iteration 5Q (113847.470000 sec): 3 clusters
  Score: Raw -1246959.932697 + Penalty 3074.350974 = -1243885.581724
  nChanged 474
		SP:Iteration 6Q (113847.670000 sec): 3 clusters
  Score: Raw -1247133.406186 + Penalty 3074.350974 = -1244059.055212
  nChanged 434
		SP:Iteration 7Q (113847.860000 sec): 3 clusters
  Score: Raw -1247300.922846 + Penalty 3074.350974 = -1244226.571873
  nChanged 408
		SP:Iteration 8Q (113848.060000 sec): 3 clusters
  Score: Raw -1247456.432319 + Penalty 3074.350974 = -1244382.081346
  nChanged 405
		SP:Iteration 9Q (113848.280000 sec): 3 clusters
  Score: Raw -1247619.356082 + Penalty 3074.350974 = -1244545.005108
  nChanged 412
		SP:Iteration 10Q (113848.460000 sec): 3 clusters
  Score: Raw -1247776.842670 + Penalty 3074.350974 = -1244702.491696
  nChanged 379
		SP:Iteration 11Q (113848.660000 sec): 3 clusters
  Score: Raw -1247933.935495 + Penalty 3074.350974 = -1244859.584521
  nChanged 394
		SP:Iteration 12Q (113848.850000 sec): 3 clusters
  Score: Raw -1248098.809975 + Penalty 3074.350974 = -1245024.459001
  nChanged 377
		SP:Iteration 13Q (113849.050000 sec): 3 clusters
  Score: Raw -1248267.877109 + Penalty 3074.350974 = -1245193.526135
  nChanged 393
		SP:Iteration 14Q (113849.260000 sec): 3 clusters
  Score: Raw -1248446.802795 + Penalty 3074.350974 = -1245372.451821
  nChanged 408
		SP:Iteration 15Q (113849.440000 sec): 3 clusters
  Score: Raw -1248647.297473 + Penalty 3074.350974 = -1245572.946499
  nChanged 387
		SP:Iteration 16Q (113849.660000 sec): 3 clusters
  Score: Raw -1248849.935421 + Penalty 3074.350974 = -1245775.584448
  nChanged 367
		SP:Iteration 17Q (113849.860000 sec): 3 clusters
  Score: Raw -1249044.337657 + Penalty 3074.350974 = -1245969.986683
  nChanged 348
		SP:Iteration 18Q (113850.040000 sec): 3 clusters
  Score: Raw -1249229.497076 + Penalty 3074.350974 = -1246155.146102
  nChanged 326
		SP:Iteration 19Q (113850.230000 sec): 3 clusters
  Score: Raw -1249401.300935 + Penalty 3074.350974 = -1246326.949961
  nChanged 282
		SP:Iteration 20F (113850.440000 sec): 3 clusters
  Score: Raw -1249556.769826 + Penalty 3074.350974 = -1246482.418852
  nChanged 260
		SP:Iteration 21Q (113850.650000 sec): 3 clusters
  Score: Raw -1249697.569708 + Penalty 3074.350974 = -1246623.218734
  nChanged 236
		SP:Iteration 22Q (113850.850000 sec): 3 clusters
  Score: Raw -1249828.707634 + Penalty 3074.350974 = -1246754.356660
  nChanged 194
		SP:Iteration 23Q (113851.030000 sec): 3 clusters
  Score: Raw -1249935.374925 + Penalty 3074.350974 = -1246861.023951
  nChanged 181
		SP:Iteration 24Q (113851.210000 sec): 3 clusters
  Score: Raw -1250027.621148 + Penalty 3074.350974 = -1246953.270174
  nChanged 133
		SP:Iteration 25Q (113851.410000 sec): 3 clusters
  Score: Raw -1250096.021839 + Penalty 3074.350974 = -1247021.670865
  nChanged 121
		SP:Iteration 26Q (113851.620000 sec): 3 clusters
  Score: Raw -1250159.442163 + Penalty 3074.350974 = -1247085.091190
  nChanged 113
		SP:Iteration 27Q (113851.810000 sec): 3 clusters
  Score: Raw -1250218.000432 + Penalty 3074.350974 = -1247143.649459
  nChanged 106
		SP:Iteration 28Q (113851.990000 sec): 3 clusters
  Score: Raw -1250274.835508 + Penalty 3074.350974 = -1247200.484535
  nChanged 110
		SP:Iteration 29Q (113852.160000 sec): 3 clusters
  Score: Raw -1250339.031916 + Penalty 3074.350974 = -1247264.680942
  nChanged 94
		SP:Iteration 30Q (113852.360000 sec): 3 clusters
  Score: Raw -1250390.612790 + Penalty 3074.350974 = -1247316.261817
  nChanged 69
		SP:Iteration 31Q (113852.540000 sec): 3 clusters
  Score: Raw -1250429.831027 + Penalty 3074.350974 = -1247355.480053
  nChanged 60
		SP:Iteration 32Q (113852.710000 sec): 3 clusters
  Score: Raw -1250464.294077 + Penalty 3074.350974 = -1247389.943103
  nChanged 61
		SP:Iteration 33Q (113852.910000 sec): 3 clusters
  Score: Raw -1250494.860812 + Penalty 3074.350974 = -1247420.509839
  nChanged 43
		SP:Iteration 34Q (113853.080000 sec): 3 clusters
  Score: Raw -1250514.348873 + Penalty 3074.350974 = -1247439.997899
  nChanged 35
		SP:Iteration 35Q (113853.260000 sec): 3 clusters
  Score: Raw -1250534.052925 + Penalty 3074.350974 = -1247459.701951
  nChanged 35
		SP:Iteration 36Q (113853.450000 sec): 3 clusters
  Score: Raw -1250550.926119 + Penalty 3074.350974 = -1247476.575146
  nChanged 27
		SP:Iteration 37Q (113853.630000 sec): 3 clusters
  Score: Raw -1250562.543301 + Penalty 3074.350974 = -1247488.192327
  nChanged 23
		SP:Iteration 38Q (113853.800000 sec): 3 clusters
  Score: Raw -1250572.092756 + Penalty 3074.350974 = -1247497.741783
  nChanged 17
		SP:Iteration 39Q (113854.000000 sec): 3 clusters
  Score: Raw -1250578.509278 + Penalty 3074.350974 = -1247504.158304
  nChanged 14
		SP:Iteration 40F (113854.190000 sec): 3 clusters
  Score: Raw -1250584.185539 + Penalty 3074.350974 = -1247509.834565
  nChanged 15
		SP:Iteration 41Q (113854.360000 sec): 3 clusters
  Score: Raw -1250590.649157 + Penalty 3074.350974 = -1247516.298184
  nChanged 11
		SP:Iteration 42Q (113854.560000 sec): 3 clusters
  Score: Raw -1250595.157903 + Penalty 3074.350974 = -1247520.806929
  nChanged 9
		SP:Iteration 43Q (113854.720000 sec): 3 clusters
  Score: Raw -1250599.984061 + Penalty 3074.350974 = -1247525.633087
  nChanged 12
		SP:Iteration 44Q (113854.890000 sec): 3 clusters
  Score: Raw -1250607.838219 + Penalty 3074.350974 = -1247533.487245
  nChanged 16
		SP:Iteration 45Q (113855.090000 sec): 3 clusters
  Score: Raw -1250616.466719 + Penalty 3074.350974 = -1247542.115746
  nChanged 8
		SP:Iteration 46Q (113855.280000 sec): 3 clusters
  Score: Raw -1250619.778319 + Penalty 3074.350974 = -1247545.427345
  nChanged 5
		SP:Iteration 47Q (113855.460000 sec): 3 clusters
  Score: Raw -1250621.190854 + Penalty 3074.350974 = -1247546.839880
  nChanged 6
		SP:Iteration 48Q (113855.630000 sec): 3 clusters
  Score: Raw -1250625.414002 + Penalty 3074.350974 = -1247551.063028
  nChanged 7
		SP:Iteration 49Q (113855.830000 sec): 3 clusters
  Score: Raw -1250631.447184 + Penalty 3074.350974 = -1247557.096211
  nChanged 11
		SP:Iteration 50Q (113856.000000 sec): 3 clusters
  Score: Raw -1250637.467899 + Penalty 3074.350974 = -1247563.116925
  nChanged 6
		SP:Iteration 51Q (113856.180000 sec): 3 clusters
  Score: Raw -1250639.713162 + Penalty 3074.350974 = -1247565.362188
  nChanged 5
		SP:Iteration 52Q (113856.380000 sec): 3 clusters
  Score: Raw -1250641.229751 + Penalty 3074.350974 = -1247566.878778
  nChanged 4
		SP:Iteration 53Q (113856.560000 sec): 3 clusters
  Score: Raw -1250643.058509 + Penalty 3074.350974 = -1247568.707535
  nChanged 1
		SP:Iteration 54Q (113856.740000 sec): 3 clusters
  Score: Raw -1250643.518515 + Penalty 3074.350974 = -1247569.167542
  nChanged 3
		SP:Iteration 55Q (113856.910000 sec): 3 clusters
  Score: Raw -1250647.021512 + Penalty 3074.350974 = -1247572.670539
  nChanged 8
		SP:Iteration 56Q (113857.110000 sec): 3 clusters
  Score: Raw -1250650.681686 + Penalty 3074.350974 = -1247576.330713
  nChanged 8
		SP:Iteration 57Q (113857.280000 sec): 3 clusters
  Score: Raw -1250654.505347 + Penalty 3074.350974 = -1247580.154374
  nChanged 8
		SP:Iteration 58Q (113857.460000 sec): 3 clusters
  Score: Raw -1250658.018740 + Penalty 3074.350974 = -1247583.667767
  nChanged 4
		SP:Iteration 59Q (113857.680000 sec): 3 clusters
  Score: Raw -1250660.016189 + Penalty 3074.350974 = -1247585.665215
  nChanged 5
		SP:Iteration 60F (113857.890000 sec): 3 clusters
  Score: Raw -1250661.676064 + Penalty 3074.350974 = -1247587.325091
  nChanged 1
		SP:Iteration 61Q (113858.060000 sec): 3 clusters
  Score: Raw -1250662.187180 + Penalty 3074.350974 = -1247587.836206
  nChanged 1
		SP:Iteration 62Q (113858.230000 sec): 3 clusters
  Score: Raw -1250662.470622 + Penalty 3074.350974 = -1247588.119648
  nChanged 2
		SP:Iteration 63Q (113858.430000 sec): 3 clusters
  Score: Raw -1250664.360128 + Penalty 3074.350974 = -1247590.009154
  nChanged 3
		SP:Iteration 64Q (113858.600000 sec): 3 clusters
  Score: Raw -1250665.840781 + Penalty 3074.350974 = -1247591.489807
  nChanged 1
		SP:Iteration 65Q (113858.770000 sec): 3 clusters
  Score: Raw -1250666.369786 + Penalty 3074.350974 = -1247592.018812
  nChanged 3
		SP:Iteration 66Q (113858.970000 sec): 3 clusters
  Score: Raw -1250668.143892 + Penalty 3074.350974 = -1247593.792918
  nChanged 3
		SP:Iteration 67Q (113859.150000 sec): 3 clusters
  Score: Raw -1250669.292179 + Penalty 3074.350974 = -1247594.941205
  nChanged 0
		SP:Iteration 68F (113859.330000 sec): 3 clusters
  Score: Raw -1250669.292179 + Penalty 3074.350974 = -1247594.941205
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 22 (20920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113859.590000 sec): 2 clusters
  Score: Raw -2157359.117366 + Penalty 1616.624899 = -2155742.492467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113859.890000 sec): 3 clusters
  Score: Raw -2144866.972725 + Penalty 3233.249798 = -2141633.722927
  nChanged 9419
		SP:Iteration 1F (113860.170000 sec): 3 clusters
  Score: Raw -2150156.703418 + Penalty 3233.249798 = -2146923.453619
  nChanged 1278
		SP:Iteration 2F (113860.450000 sec): 3 clusters
  Score: Raw -2150864.873237 + Penalty 3233.249798 = -2147631.623439
  nChanged 1404
		SP:Iteration 3F (113860.740000 sec): 3 clusters
  Score: Raw -2151861.167050 + Penalty 3233.249798 = -2148627.917252
  nChanged 1608
		SP:Iteration 4F (113861.020000 sec): 3 clusters
  Score: Raw -2153063.741392 + Penalty 3233.249798 = -2149830.491594
  nChanged 1570
		SP:Iteration 5F (113861.310000 sec): 3 clusters
  Score: Raw -2154178.583237 + Penalty 3233.249798 = -2150945.333439
  nChanged 1408
		SP:Iteration 6F (113861.590000 sec): 3 clusters
  Score: Raw -2155074.339781 + Penalty 3233.249798 = -2151841.089983
  nChanged 1078
		SP:Iteration 7F (113861.880000 sec): 3 clusters
  Score: Raw -2155608.767050 + Penalty 3233.249798 = -2152375.517251
  nChanged 814
		SP:Iteration 8Q (113862.170000 sec): 3 clusters
  Score: Raw -2155939.508889 + Penalty 3233.249798 = -2152706.259090
  nChanged 587
		SP:Iteration 9Q (113862.460000 sec): 3 clusters
  Score: Raw -2156164.461947 + Penalty 3233.249798 = -2152931.212149
  nChanged 468
		SP:Iteration 10Q (113862.760000 sec): 3 clusters
  Score: Raw -2156302.895756 + Penalty 3233.249798 = -2153069.645958
  nChanged 360
		SP:Iteration 11Q (113863.050000 sec): 3 clusters
  Score: Raw -2156382.876962 + Penalty 3233.249798 = -2153149.627163
  nChanged 254
		SP:Iteration 12Q (113863.310000 sec): 3 clusters
  Score: Raw -2156429.390738 + Penalty 3233.249798 = -2153196.140940
  nChanged 206
		SP:Iteration 13Q (113863.600000 sec): 3 clusters
  Score: Raw -2156462.015258 + Penalty 3233.249798 = -2153228.765460
  nChanged 165
		SP:Iteration 14Q (113863.900000 sec): 3 clusters
  Score: Raw -2156483.970134 + Penalty 3233.249798 = -2153250.720336
  nChanged 130
		SP:Iteration 15Q (113864.190000 sec): 3 clusters
  Score: Raw -2156500.095625 + Penalty 3233.249798 = -2153266.845827
  nChanged 122
		SP:Iteration 16Q (113864.450000 sec): 3 clusters
  Score: Raw -2156516.434083 + Penalty 3233.249798 = -2153283.184285
  nChanged 128
		SP:Iteration 17Q (113864.740000 sec): 3 clusters
  Score: Raw -2156534.824639 + Penalty 3233.249798 = -2153301.574841
  nChanged 135
		SP:Iteration 18Q (113865.030000 sec): 3 clusters
  Score: Raw -2156554.041630 + Penalty 3233.249798 = -2153320.791832
  nChanged 154
		SP:Iteration 19Q (113865.320000 sec): 3 clusters
  Score: Raw -2156577.400498 + Penalty 3233.249798 = -2153344.150699
  nChanged 140
		SP:Iteration 20F (113865.570000 sec): 3 clusters
  Score: Raw -2156598.735745 + Penalty 3233.249798 = -2153365.485946
  nChanged 153
		SP:Iteration 21Q (113865.860000 sec): 3 clusters
  Score: Raw -2156623.798400 + Penalty 3233.249798 = -2153390.548602
  nChanged 186
		SP:Iteration 22Q (113866.150000 sec): 3 clusters
  Score: Raw -2156654.759781 + Penalty 3233.249798 = -2153421.509982
  nChanged 194
		SP:Iteration 23Q (113866.450000 sec): 3 clusters
  Score: Raw -2156688.040500 + Penalty 3233.249798 = -2153454.790702
  nChanged 208
		SP:Iteration 24Q (113866.730000 sec): 3 clusters
  Score: Raw -2156727.109857 + Penalty 3233.249798 = -2153493.860058
  nChanged 236
		SP:Iteration 25Q (113867.020000 sec): 3 clusters
  Score: Raw -2156773.522607 + Penalty 3233.249798 = -2153540.272809
  nChanged 237
		SP:Iteration 26Q (113867.270000 sec): 3 clusters
  Score: Raw -2156822.837091 + Penalty 3233.249798 = -2153589.587293
  nChanged 266
		SP:Iteration 27Q (113867.550000 sec): 3 clusters
  Score: Raw -2156884.538091 + Penalty 3233.249798 = -2153651.288293
  nChanged 291
		SP:Iteration 28Q (113867.850000 sec): 3 clusters
  Score: Raw -2156955.363849 + Penalty 3233.249798 = -2153722.114051
  nChanged 309
		SP:Iteration 29Q (113868.130000 sec): 3 clusters
  Score: Raw -2157026.588650 + Penalty 3233.249798 = -2153793.338852
  nChanged 300
		SP:Iteration 30Q (113868.420000 sec): 3 clusters
  Score: Raw -2157096.984113 + Penalty 3233.249798 = -2153863.734315
  nChanged 317
		SP:Iteration 31Q (113868.710000 sec): 3 clusters
  Score: Raw -2157173.347314 + Penalty 3233.249798 = -2153940.097515
  nChanged 317
		SP:Iteration 32Q (113869.000000 sec): 3 clusters
  Score: Raw -2157254.839359 + Penalty 3233.249798 = -2154021.589560
  nChanged 321
		SP:Iteration 33Q (113869.280000 sec): 3 clusters
  Score: Raw -2157339.386757 + Penalty 3233.249798 = -2154106.136959
  nChanged 327
		SP:Iteration 34Q (113869.550000 sec): 3 clusters
  Score: Raw -2157428.204934 + Penalty 3233.249798 = -2154194.955136
  nChanged 322
		SP:Iteration 35Q (113869.830000 sec): 3 clusters
  Score: Raw -2157511.188253 + Penalty 3233.249798 = -2154277.938454
  nChanged 299
		SP:Iteration 36Q (113870.080000 sec): 3 clusters
  Score: Raw -2157589.656053 + Penalty 3233.249798 = -2154356.406255
  nChanged 301
		SP:Iteration 37Q (113870.330000 sec): 3 clusters
  Score: Raw -2157675.559411 + Penalty 3233.249798 = -2154442.309613
  nChanged 301
		SP:Iteration 38Q (113870.600000 sec): 3 clusters
  Score: Raw -2157762.483810 + Penalty 3233.249798 = -2154529.234011
  nChanged 305
		SP:Iteration 39Q (113870.860000 sec): 3 clusters
  Score: Raw -2157847.319421 + Penalty 3233.249798 = -2154614.069622
  nChanged 257
		SP:Iteration 40F (113871.130000 sec): 3 clusters
  Score: Raw -2157918.712090 + Penalty 3233.249798 = -2154685.462292
  nChanged 236
		SP:Iteration 41Q (113871.380000 sec): 3 clusters
  Score: Raw -2157976.103452 + Penalty 3233.249798 = -2154742.853654
  nChanged 197
		SP:Iteration 42Q (113871.620000 sec): 3 clusters
  Score: Raw -2158017.848999 + Penalty 3233.249798 = -2154784.599201
  nChanged 176
		SP:Iteration 43Q (113871.880000 sec): 3 clusters
  Score: Raw -2158059.288950 + Penalty 3233.249798 = -2154826.039152
  nChanged 159
		SP:Iteration 44Q (113872.150000 sec): 3 clusters
  Score: Raw -2158093.119919 + Penalty 3233.249798 = -2154859.870120
  nChanged 144
		SP:Iteration 45Q (113872.400000 sec): 3 clusters
  Score: Raw -2158126.376040 + Penalty 3233.249798 = -2154893.126241
  nChanged 141
		SP:Iteration 46Q (113872.640000 sec): 3 clusters
  Score: Raw -2158158.863005 + Penalty 3233.249798 = -2154925.613206
  nChanged 129
		SP:Iteration 47Q (113872.900000 sec): 3 clusters
  Score: Raw -2158188.284504 + Penalty 3233.249798 = -2154955.034705
  nChanged 120
		SP:Iteration 48Q (113873.160000 sec): 3 clusters
  Score: Raw -2158216.287875 + Penalty 3233.249798 = -2154983.038076
  nChanged 113
		SP:Iteration 49Q (113873.420000 sec): 3 clusters
  Score: Raw -2158241.015700 + Penalty 3233.249798 = -2155007.765901
  nChanged 102
		SP:Iteration 50Q (113873.660000 sec): 3 clusters
  Score: Raw -2158260.992607 + Penalty 3233.249798 = -2155027.742809
  nChanged 72
		SP:Iteration 51Q (113873.910000 sec): 3 clusters
  Score: Raw -2158274.022802 + Penalty 3233.249798 = -2155040.773004
  nChanged 64
		SP:Iteration 52Q (113874.160000 sec): 3 clusters
  Score: Raw -2158284.839842 + Penalty 3233.249798 = -2155051.590044
  nChanged 59
		SP:Iteration 53Q (113874.390000 sec): 3 clusters
  Score: Raw -2158295.064362 + Penalty 3233.249798 = -2155061.814564
  nChanged 45
		SP:Iteration 54Q (113874.640000 sec): 3 clusters
  Score: Raw -2158302.712964 + Penalty 3233.249798 = -2155069.463165
  nChanged 39
		SP:Iteration 55Q (113874.900000 sec): 3 clusters
  Score: Raw -2158308.763416 + Penalty 3233.249798 = -2155075.513618
  nChanged 38
		SP:Iteration 56Q (113875.140000 sec): 3 clusters
  Score: Raw -2158314.518609 + Penalty 3233.249798 = -2155081.268810
  nChanged 38
		SP:Iteration 57Q (113875.380000 sec): 3 clusters
  Score: Raw -2158321.016963 + Penalty 3233.249798 = -2155087.767165
  nChanged 45
		SP:Iteration 58Q (113875.600000 sec): 3 clusters
  Score: Raw -2158328.434441 + Penalty 3233.249798 = -2155095.184642
  nChanged 38
		SP:Iteration 59Q (113875.840000 sec): 3 clusters
  Score: Raw -2158333.998035 + Penalty 3233.249798 = -2155100.748237
  nChanged 38
		SP:Iteration 60F (113876.110000 sec): 3 clusters
  Score: Raw -2158340.287528 + Penalty 3233.249798 = -2155107.037730
  nChanged 37
		SP:Iteration 61Q (113876.340000 sec): 3 clusters
  Score: Raw -2158346.554307 + Penalty 3233.249798 = -2155113.304509
  nChanged 29
		SP:Iteration 62Q (113876.570000 sec): 3 clusters
  Score: Raw -2158351.532122 + Penalty 3233.249798 = -2155118.282324
  nChanged 35
		SP:Iteration 63Q (113876.820000 sec): 3 clusters
  Score: Raw -2158358.652081 + Penalty 3233.249798 = -2155125.402283
  nChanged 34
		SP:Iteration 64Q (113877.080000 sec): 3 clusters
  Score: Raw -2158365.594689 + Penalty 3233.249798 = -2155132.344891
  nChanged 28
		SP:Iteration 65Q (113877.320000 sec): 3 clusters
  Score: Raw -2158371.345118 + Penalty 3233.249798 = -2155138.095320
  nChanged 31
		SP:Iteration 66Q (113877.550000 sec): 3 clusters
  Score: Raw -2158376.194490 + Penalty 3233.249798 = -2155142.944692
  nChanged 21
		SP:Iteration 67Q (113877.810000 sec): 3 clusters
  Score: Raw -2158379.258113 + Penalty 3233.249798 = -2155146.008315
  nChanged 19
		SP:Iteration 68Q (113878.050000 sec): 3 clusters
  Score: Raw -2158382.201064 + Penalty 3233.249798 = -2155148.951266
  nChanged 14
		SP:Iteration 69Q (113878.280000 sec): 3 clusters
  Score: Raw -2158384.258733 + Penalty 3233.249798 = -2155151.008935
  nChanged 10
		SP:Iteration 70Q (113878.540000 sec): 3 clusters
  Score: Raw -2158385.755977 + Penalty 3233.249798 = -2155152.506179
  nChanged 12
		SP:Iteration 71Q (113878.770000 sec): 3 clusters
  Score: Raw -2158387.324626 + Penalty 3233.249798 = -2155154.074828
  nChanged 11
		SP:Iteration 72Q (113879.030000 sec): 3 clusters
  Score: Raw -2158388.893321 + Penalty 3233.249798 = -2155155.643522
  nChanged 8
		SP:Iteration 73Q (113879.290000 sec): 3 clusters
  Score: Raw -2158389.879791 + Penalty 3233.249798 = -2155156.629993
  nChanged 3
		SP:Iteration 74Q (113879.530000 sec): 3 clusters
  Score: Raw -2158390.316594 + Penalty 3233.249798 = -2155157.066796
  nChanged 4
		SP:Iteration 75Q (113879.760000 sec): 3 clusters
  Score: Raw -2158390.742978 + Penalty 3233.249798 = -2155157.493180
  nChanged 4
		SP:Iteration 76Q (113879.990000 sec): 3 clusters
  Score: Raw -2158391.232550 + Penalty 3233.249798 = -2155157.982751
  nChanged 3
		SP:Iteration 77Q (113880.220000 sec): 3 clusters
  Score: Raw -2158391.572079 + Penalty 3233.249798 = -2155158.322280
  nChanged 3
		SP:Iteration 78Q (113880.480000 sec): 3 clusters
  Score: Raw -2158391.919550 + Penalty 3233.249798 = -2155158.669752
  nChanged 4
		SP:Iteration 79Q (113880.720000 sec): 3 clusters
  Score: Raw -2158392.361985 + Penalty 3233.249798 = -2155159.112187
  nChanged 4
		SP:Iteration 80F (113880.970000 sec): 3 clusters
  Score: Raw -2158392.746886 + Penalty 3233.249798 = -2155159.497087
  nChanged 4
		SP:Iteration 81Q (113881.220000 sec): 3 clusters
  Score: Raw -2158393.291829 + Penalty 3233.249798 = -2155160.042031
  nChanged 5
		SP:Iteration 82Q (113881.450000 sec): 3 clusters
  Score: Raw -2158393.930156 + Penalty 3233.249798 = -2155160.680358
  nChanged 6
		SP:Iteration 83Q (113881.680000 sec): 3 clusters
  Score: Raw -2158394.740915 + Penalty 3233.249798 = -2155161.491116
  nChanged 4
		SP:Iteration 84Q (113881.940000 sec): 3 clusters
  Score: Raw -2158395.161129 + Penalty 3233.249798 = -2155161.911331
  nChanged 5
		SP:Iteration 85Q (113882.190000 sec): 3 clusters
  Score: Raw -2158395.791584 + Penalty 3233.249798 = -2155162.541786
  nChanged 5
		SP:Iteration 86Q (113882.430000 sec): 3 clusters
  Score: Raw -2158396.450033 + Penalty 3233.249798 = -2155163.200235
  nChanged 3
		SP:Iteration 87Q (113882.660000 sec): 3 clusters
  Score: Raw -2158396.738099 + Penalty 3233.249798 = -2155163.488300
  nChanged 5
		SP:Iteration 88Q (113882.900000 sec): 3 clusters
  Score: Raw -2158397.180488 + Penalty 3233.249798 = -2155163.930689
  nChanged 1
		SP:Iteration 89Q (113883.140000 sec): 3 clusters
  Score: Raw -2158397.262225 + Penalty 3233.249798 = -2155164.012426
  nChanged 2
		SP:Iteration 90Q (113883.390000 sec): 3 clusters
  Score: Raw -2158397.488221 + Penalty 3233.249798 = -2155164.238422
  nChanged 3
		SP:Iteration 91Q (113883.630000 sec): 3 clusters
  Score: Raw -2158397.778984 + Penalty 3233.249798 = -2155164.529186
  nChanged 2
		SP:Iteration 92Q (113883.860000 sec): 3 clusters
  Score: Raw -2158397.979202 + Penalty 3233.249798 = -2155164.729404
  nChanged 0
		SP:Iteration 93F (113884.130000 sec): 3 clusters
  Score: Raw -2158397.979202 + Penalty 3233.249798 = -2155164.729404
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 23 (8430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113884.240000 sec): 2 clusters
  Score: Raw -889136.692847 + Penalty 1468.927208 = -887667.765639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113884.390000 sec): 3 clusters
  Score: Raw -884418.495865 + Penalty 2937.854417 = -881480.641448
  nChanged 3586
		SP:Iteration 1F (113884.520000 sec): 3 clusters
  Score: Raw -886487.739091 + Penalty 2937.854417 = -883549.884674
  nChanged 608
		SP:Iteration 2F (113884.660000 sec): 3 clusters
  Score: Raw -886973.813290 + Penalty 2937.854417 = -884035.958873
  nChanged 586
		SP:Iteration 3F (113884.800000 sec): 3 clusters
  Score: Raw -887405.535759 + Penalty 2937.854417 = -884467.681342
  nChanged 523
		SP:Iteration 4F (113884.940000 sec): 3 clusters
  Score: Raw -887747.522778 + Penalty 2937.854417 = -884809.668362
  nChanged 472
		SP:Iteration 5F (113885.080000 sec): 3 clusters
  Score: Raw -888033.512035 + Penalty 2937.854417 = -885095.657618
  nChanged 398
		SP:Iteration 6Q (113885.220000 sec): 3 clusters
  Score: Raw -888250.889785 + Penalty 2937.854417 = -885313.035369
  nChanged 330
		SP:Iteration 7Q (113885.360000 sec): 3 clusters
  Score: Raw -888433.684154 + Penalty 2937.854417 = -885495.829738
  nChanged 285
		SP:Iteration 8Q (113885.490000 sec): 3 clusters
  Score: Raw -888584.384013 + Penalty 2937.854417 = -885646.529596
  nChanged 254
		SP:Iteration 9Q (113885.620000 sec): 3 clusters
  Score: Raw -888732.204356 + Penalty 2937.854417 = -885794.349940
  nChanged 253
		SP:Iteration 10Q (113885.760000 sec): 3 clusters
  Score: Raw -888923.944984 + Penalty 2937.854417 = -885986.090567
  nChanged 272
		SP:Iteration 11Q (113885.900000 sec): 3 clusters
  Score: Raw -889174.457183 + Penalty 2937.854417 = -886236.602766
  nChanged 278
		SP:Iteration 12Q (113886.040000 sec): 3 clusters
  Score: Raw -889452.219469 + Penalty 2937.854417 = -886514.365052
  nChanged 277
		SP:Iteration 13Q (113886.180000 sec): 3 clusters
  Score: Raw -889690.762942 + Penalty 2937.854417 = -886752.908525
  nChanged 211
		SP:Iteration 14Q (113886.320000 sec): 3 clusters
  Score: Raw -889838.474091 + Penalty 2937.854417 = -886900.619675
  nChanged 169
		SP:Iteration 15Q (113886.440000 sec): 3 clusters
  Score: Raw -889935.015159 + Penalty 2937.854417 = -886997.160742
  nChanged 130
		SP:Iteration 16Q (113886.560000 sec): 3 clusters
  Score: Raw -890004.815470 + Penalty 2937.854417 = -887066.961053
  nChanged 129
		SP:Iteration 17Q (113886.690000 sec): 3 clusters
  Score: Raw -890073.969949 + Penalty 2937.854417 = -887136.115532
  nChanged 119
		SP:Iteration 18Q (113886.830000 sec): 3 clusters
  Score: Raw -890142.094998 + Penalty 2937.854417 = -887204.240581
  nChanged 105
		SP:Iteration 19Q (113886.960000 sec): 3 clusters
  Score: Raw -890192.174783 + Penalty 2937.854417 = -887254.320366
  nChanged 96
		SP:Iteration 20F (113887.100000 sec): 3 clusters
  Score: Raw -890227.466189 + Penalty 2937.854417 = -887289.611772
  nChanged 76
		SP:Iteration 21Q (113887.230000 sec): 3 clusters
  Score: Raw -890253.680685 + Penalty 2937.854417 = -887315.826269
  nChanged 56
		SP:Iteration 22Q (113887.360000 sec): 3 clusters
  Score: Raw -890272.765669 + Penalty 2937.854417 = -887334.911252
  nChanged 53
		SP:Iteration 23Q (113887.500000 sec): 3 clusters
  Score: Raw -890286.930883 + Penalty 2937.854417 = -887349.076466
  nChanged 36
		SP:Iteration 24Q (113887.630000 sec): 3 clusters
  Score: Raw -890295.203664 + Penalty 2937.854417 = -887357.349248
  nChanged 34
		SP:Iteration 25Q (113887.760000 sec): 3 clusters
  Score: Raw -890303.072428 + Penalty 2937.854417 = -887365.218011
  nChanged 27
		SP:Iteration 26Q (113887.880000 sec): 3 clusters
  Score: Raw -890307.797827 + Penalty 2937.854417 = -887369.943411
  nChanged 19
		SP:Iteration 27Q (113888.000000 sec): 3 clusters
  Score: Raw -890311.479246 + Penalty 2937.854417 = -887373.624830
  nChanged 18
		SP:Iteration 28Q (113888.120000 sec): 3 clusters
  Score: Raw -890314.664891 + Penalty 2937.854417 = -887376.810475
  nChanged 13
		SP:Iteration 29Q (113888.250000 sec): 3 clusters
  Score: Raw -890317.458914 + Penalty 2937.854417 = -887379.604497
  nChanged 15
		SP:Iteration 30Q (113888.380000 sec): 3 clusters
  Score: Raw -890320.299595 + Penalty 2937.854417 = -887382.445178
  nChanged 15
		SP:Iteration 31Q (113888.520000 sec): 3 clusters
  Score: Raw -890322.410834 + Penalty 2937.854417 = -887384.556417
  nChanged 13
		SP:Iteration 32Q (113888.650000 sec): 3 clusters
  Score: Raw -890324.525296 + Penalty 2937.854417 = -887386.670880
  nChanged 9
		SP:Iteration 33Q (113888.780000 sec): 3 clusters
  Score: Raw -890325.647573 + Penalty 2937.854417 = -887387.793156
  nChanged 6
		SP:Iteration 34Q (113888.910000 sec): 3 clusters
  Score: Raw -890326.591690 + Penalty 2937.854417 = -887388.737274
  nChanged 4
		SP:Iteration 35Q (113889.040000 sec): 3 clusters
  Score: Raw -890326.914480 + Penalty 2937.854417 = -887389.060063
  nChanged 3
		SP:Iteration 36Q (113889.180000 sec): 3 clusters
  Score: Raw -890327.212711 + Penalty 2937.854417 = -887389.358295
  nChanged 1
		SP:Iteration 37Q (113889.310000 sec): 3 clusters
  Score: Raw -890327.342197 + Penalty 2937.854417 = -887389.487781
  nChanged 0
		SP:Iteration 38F (113889.440000 sec): 3 clusters
  Score: Raw -890327.342197 + Penalty 2937.854417 = -887389.487781
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 24 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113889.530000 sec): 2 clusters
  Score: Raw -658440.064751 + Penalty 1421.212182 = -657018.852569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113889.700000 sec): 3 clusters
  Score: Raw -655124.578453 + Penalty 2842.424364 = -652282.154089
  nChanged 2592
		SP:Iteration 1F (113889.810000 sec): 3 clusters
  Score: Raw -656501.185368 + Penalty 2842.424364 = -653658.761004
  nChanged 457
		SP:Iteration 2F (113889.920000 sec): 3 clusters
  Score: Raw -656783.201547 + Penalty 2842.424364 = -653940.777183
  nChanged 372
		SP:Iteration 3F (113890.030000 sec): 3 clusters
  Score: Raw -657017.383239 + Penalty 2842.424364 = -654174.958874
  nChanged 337
		SP:Iteration 4F (113890.150000 sec): 3 clusters
  Score: Raw -657208.557240 + Penalty 2842.424364 = -654366.132875
  nChanged 283
		SP:Iteration 5Q (113890.260000 sec): 3 clusters
  Score: Raw -657367.100072 + Penalty 2842.424364 = -654524.675708
  nChanged 268
		SP:Iteration 6Q (113890.370000 sec): 3 clusters
  Score: Raw -657523.169195 + Penalty 2842.424364 = -654680.744830
  nChanged 246
		SP:Iteration 7Q (113890.490000 sec): 3 clusters
  Score: Raw -657669.951618 + Penalty 2842.424364 = -654827.527253
  nChanged 252
		SP:Iteration 8Q (113890.600000 sec): 3 clusters
  Score: Raw -657806.881074 + Penalty 2842.424364 = -654964.456709
  nChanged 261
		SP:Iteration 9Q (113890.710000 sec): 3 clusters
  Score: Raw -657980.130711 + Penalty 2842.424364 = -655137.706346
  nChanged 255
		SP:Iteration 10Q (113890.830000 sec): 3 clusters
  Score: Raw -658124.473111 + Penalty 2842.424364 = -655282.048746
  nChanged 203
		SP:Iteration 11Q (113890.940000 sec): 3 clusters
  Score: Raw -658240.665966 + Penalty 2842.424364 = -655398.241602
  nChanged 187
		SP:Iteration 12Q (113891.050000 sec): 3 clusters
  Score: Raw -658338.830694 + Penalty 2842.424364 = -655496.406330
  nChanged 157
		SP:Iteration 13Q (113891.160000 sec): 3 clusters
  Score: Raw -658416.363788 + Penalty 2842.424364 = -655573.939424
  nChanged 138
		SP:Iteration 14Q (113891.270000 sec): 3 clusters
  Score: Raw -658494.528914 + Penalty 2842.424364 = -655652.104550
  nChanged 134
		SP:Iteration 15Q (113891.390000 sec): 3 clusters
  Score: Raw -658554.330584 + Penalty 2842.424364 = -655711.906220
  nChanged 94
		SP:Iteration 16Q (113891.500000 sec): 3 clusters
  Score: Raw -658588.919515 + Penalty 2842.424364 = -655746.495150
  nChanged 70
		SP:Iteration 17Q (113891.610000 sec): 3 clusters
  Score: Raw -658611.088373 + Penalty 2842.424364 = -655768.664009
  nChanged 56
		SP:Iteration 18Q (113891.720000 sec): 3 clusters
  Score: Raw -658626.299456 + Penalty 2842.424364 = -655783.875091
  nChanged 40
		SP:Iteration 19Q (113891.830000 sec): 3 clusters
  Score: Raw -658636.719996 + Penalty 2842.424364 = -655794.295632
  nChanged 25
		SP:Iteration 20F (113891.950000 sec): 3 clusters
  Score: Raw -658642.515419 + Penalty 2842.424364 = -655800.091055
  nChanged 24
		SP:Iteration 21Q (113892.060000 sec): 3 clusters
  Score: Raw -658647.376144 + Penalty 2842.424364 = -655804.951780
  nChanged 18
		SP:Iteration 22Q (113892.170000 sec): 3 clusters
  Score: Raw -658651.347761 + Penalty 2842.424364 = -655808.923397
  nChanged 21
		SP:Iteration 23Q (113892.280000 sec): 3 clusters
  Score: Raw -658655.060150 + Penalty 2842.424364 = -655812.635785
  nChanged 14
		SP:Iteration 24Q (113892.390000 sec): 3 clusters
  Score: Raw -658657.258933 + Penalty 2842.424364 = -655814.834568
  nChanged 11
		SP:Iteration 25Q (113892.500000 sec): 3 clusters
  Score: Raw -658658.819090 + Penalty 2842.424364 = -655816.394726
  nChanged 5
		SP:Iteration 26Q (113892.610000 sec): 3 clusters
  Score: Raw -658659.674911 + Penalty 2842.424364 = -655817.250547
  nChanged 5
		SP:Iteration 27Q (113892.730000 sec): 3 clusters
  Score: Raw -658660.636629 + Penalty 2842.424364 = -655818.212265
  nChanged 3
		SP:Iteration 28Q (113892.830000 sec): 3 clusters
  Score: Raw -658661.177449 + Penalty 2842.424364 = -655818.753085
  nChanged 4
		SP:Iteration 29Q (113892.950000 sec): 3 clusters
  Score: Raw -658661.591355 + Penalty 2842.424364 = -655819.166990
  nChanged 2
		SP:Iteration 30Q (113893.060000 sec): 3 clusters
  Score: Raw -658662.010837 + Penalty 2842.424364 = -655819.586472
  nChanged 5
		SP:Iteration 31Q (113893.170000 sec): 3 clusters
  Score: Raw -658662.806002 + Penalty 2842.424364 = -655820.381637
  nChanged 3
		SP:Iteration 32Q (113893.280000 sec): 3 clusters
  Score: Raw -658663.181581 + Penalty 2842.424364 = -655820.757216
  nChanged 1
		SP:Iteration 33Q (113893.390000 sec): 3 clusters
  Score: Raw -658663.371761 + Penalty 2842.424364 = -655820.947397
  nChanged 3
		SP:Iteration 34Q (113893.500000 sec): 3 clusters
  Score: Raw -658663.883778 + Penalty 2842.424364 = -655821.459414
  nChanged 1
		SP:Iteration 35Q (113893.610000 sec): 3 clusters
  Score: Raw -658663.985344 + Penalty 2842.424364 = -655821.560980
  nChanged 2
		SP:Iteration 36Q (113893.730000 sec): 3 clusters
  Score: Raw -658664.200638 + Penalty 2842.424364 = -655821.776274
  nChanged 0
		SP:Iteration 37F (113893.850000 sec): 3 clusters
  Score: Raw -658664.200638 + Penalty 2842.424364 = -655821.776274
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 25 (7844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113893.940000 sec): 2 clusters
  Score: Raw -719402.784756 + Penalty 1457.219430 = -717945.565325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113894.070000 sec): 3 clusters
  Score: Raw -715071.433102 + Penalty 2914.438861 = -712156.994241
  nChanged 3325
		SP:Iteration 1F (113894.200000 sec): 3 clusters
  Score: Raw -717025.266661 + Penalty 2914.438861 = -714110.827800
  nChanged 606
		SP:Iteration 2F (113894.320000 sec): 3 clusters
  Score: Raw -717444.130882 + Penalty 2914.438861 = -714529.692021
  nChanged 494
		SP:Iteration 3F (113894.440000 sec): 3 clusters
  Score: Raw -717756.622249 + Penalty 2914.438861 = -714842.183388
  nChanged 429
		SP:Iteration 4F (113894.560000 sec): 3 clusters
  Score: Raw -717995.615500 + Penalty 2914.438861 = -715081.176639
  nChanged 340
		SP:Iteration 5Q (113894.680000 sec): 3 clusters
  Score: Raw -718186.082135 + Penalty 2914.438861 = -715271.643274
  nChanged 297
		SP:Iteration 6Q (113894.800000 sec): 3 clusters
  Score: Raw -718352.140270 + Penalty 2914.438861 = -715437.701409
  nChanged 279
		SP:Iteration 7Q (113894.920000 sec): 3 clusters
  Score: Raw -718498.569249 + Penalty 2914.438861 = -715584.130388
  nChanged 260
		SP:Iteration 8Q (113895.050000 sec): 3 clusters
  Score: Raw -718657.051104 + Penalty 2914.438861 = -715742.612244
  nChanged 263
		SP:Iteration 9Q (113895.180000 sec): 3 clusters
  Score: Raw -718814.398323 + Penalty 2914.438861 = -715899.959462
  nChanged 233
		SP:Iteration 10Q (113895.310000 sec): 3 clusters
  Score: Raw -718947.192079 + Penalty 2914.438861 = -716032.753218
  nChanged 215
		SP:Iteration 11Q (113895.440000 sec): 3 clusters
  Score: Raw -719073.618148 + Penalty 2914.438861 = -716159.179287
  nChanged 204
		SP:Iteration 12Q (113895.570000 sec): 3 clusters
  Score: Raw -719177.993174 + Penalty 2914.438861 = -716263.554313
  nChanged 178
		SP:Iteration 13Q (113895.700000 sec): 3 clusters
  Score: Raw -719267.575012 + Penalty 2914.438861 = -716353.136151
  nChanged 155
		SP:Iteration 14Q (113895.820000 sec): 3 clusters
  Score: Raw -719336.412532 + Penalty 2914.438861 = -716421.973671
  nChanged 142
		SP:Iteration 15Q (113895.950000 sec): 3 clusters
  Score: Raw -719405.436997 + Penalty 2914.438861 = -716490.998136
  nChanged 129
		SP:Iteration 16Q (113896.080000 sec): 3 clusters
  Score: Raw -719475.309189 + Penalty 2914.438861 = -716560.870328
  nChanged 129
		SP:Iteration 17Q (113896.210000 sec): 3 clusters
  Score: Raw -719542.503549 + Penalty 2914.438861 = -716628.064689
  nChanged 112
		SP:Iteration 18Q (113896.330000 sec): 3 clusters
  Score: Raw -719599.392748 + Penalty 2914.438861 = -716684.953887
  nChanged 93
		SP:Iteration 19Q (113896.460000 sec): 3 clusters
  Score: Raw -719651.950636 + Penalty 2914.438861 = -716737.511775
  nChanged 97
		SP:Iteration 20F (113896.590000 sec): 3 clusters
  Score: Raw -719698.807853 + Penalty 2914.438861 = -716784.368992
  nChanged 87
		SP:Iteration 21Q (113896.700000 sec): 3 clusters
  Score: Raw -719751.985766 + Penalty 2914.438861 = -716837.546905
  nChanged 84
		SP:Iteration 22Q (113896.830000 sec): 3 clusters
  Score: Raw -719792.153116 + Penalty 2914.438861 = -716877.714255
  nChanged 69
		SP:Iteration 23Q (113896.950000 sec): 3 clusters
  Score: Raw -719829.944574 + Penalty 2914.438861 = -716915.505713
  nChanged 76
		SP:Iteration 24Q (113897.080000 sec): 3 clusters
  Score: Raw -719861.617067 + Penalty 2914.438861 = -716947.178206
  nChanged 68
		SP:Iteration 25Q (113897.200000 sec): 3 clusters
  Score: Raw -719885.816140 + Penalty 2914.438861 = -716971.377279
  nChanged 44
		SP:Iteration 26Q (113897.320000 sec): 3 clusters
  Score: Raw -719898.799749 + Penalty 2914.438861 = -716984.360888
  nChanged 43
		SP:Iteration 27Q (113897.450000 sec): 3 clusters
  Score: Raw -719910.826921 + Penalty 2914.438861 = -716996.388060
  nChanged 40
		SP:Iteration 28Q (113897.570000 sec): 3 clusters
  Score: Raw -719922.011843 + Penalty 2914.438861 = -717007.572983
  nChanged 41
		SP:Iteration 29Q (113897.700000 sec): 3 clusters
  Score: Raw -719932.274484 + Penalty 2914.438861 = -717017.835623
  nChanged 29
		SP:Iteration 30Q (113897.820000 sec): 3 clusters
  Score: Raw -719939.270265 + Penalty 2914.438861 = -717024.831405
  nChanged 19
		SP:Iteration 31Q (113897.940000 sec): 3 clusters
  Score: Raw -719944.580952 + Penalty 2914.438861 = -717030.142092
  nChanged 23
		SP:Iteration 32Q (113898.070000 sec): 3 clusters
  Score: Raw -719950.346960 + Penalty 2914.438861 = -717035.908099
  nChanged 15
		SP:Iteration 33Q (113898.190000 sec): 3 clusters
  Score: Raw -719953.763657 + Penalty 2914.438861 = -717039.324796
  nChanged 13
		SP:Iteration 34Q (113898.320000 sec): 3 clusters
  Score: Raw -719956.443023 + Penalty 2914.438861 = -717042.004162
  nChanged 11
		SP:Iteration 35Q (113898.440000 sec): 3 clusters
  Score: Raw -719958.269799 + Penalty 2914.438861 = -717043.830938
  nChanged 9
		SP:Iteration 36Q (113898.550000 sec): 3 clusters
  Score: Raw -719959.771632 + Penalty 2914.438861 = -717045.332772
  nChanged 8
		SP:Iteration 37Q (113898.680000 sec): 3 clusters
  Score: Raw -719960.947509 + Penalty 2914.438861 = -717046.508648
  nChanged 5
		SP:Iteration 38Q (113898.800000 sec): 3 clusters
  Score: Raw -719961.646644 + Penalty 2914.438861 = -717047.207784
  nChanged 2
		SP:Iteration 39Q (113898.920000 sec): 3 clusters
  Score: Raw -719961.783689 + Penalty 2914.438861 = -717047.344828
  nChanged 2
		SP:Iteration 40F (113899.050000 sec): 3 clusters
  Score: Raw -719962.022419 + Penalty 2914.438861 = -717047.583558
  nChanged 2
		SP:Iteration 41Q (113899.170000 sec): 3 clusters
  Score: Raw -719962.251351 + Penalty 2914.438861 = -717047.812490
  nChanged 0
		SP:Iteration 42F (113899.290000 sec): 3 clusters
  Score: Raw -719962.251351 + Penalty 2914.438861 = -717047.812490
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 26 (5237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113899.380000 sec): 2 clusters
  Score: Raw -502769.852370 + Penalty 1391.569415 = -501378.282954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113899.500000 sec): 3 clusters
  Score: Raw -500044.923685 + Penalty 2783.138831 = -497261.784854
  nChanged 2087
		SP:Iteration 1F (113899.600000 sec): 3 clusters
  Score: Raw -501253.558404 + Penalty 2783.138831 = -498470.419573
  nChanged 427
		SP:Iteration 2F (113899.700000 sec): 3 clusters
  Score: Raw -501517.382111 + Penalty 2783.138831 = -498734.243281
  nChanged 333
		SP:Iteration 3F (113899.800000 sec): 3 clusters
  Score: Raw -501697.502392 + Penalty 2783.138831 = -498914.363562
  nChanged 242
		SP:Iteration 4Q (113899.900000 sec): 3 clusters
  Score: Raw -501819.456222 + Penalty 2783.138831 = -499036.317391
  nChanged 202
		SP:Iteration 5Q (113900.000000 sec): 3 clusters
  Score: Raw -501929.843564 + Penalty 2783.138831 = -499146.704734
  nChanged 195
		SP:Iteration 6Q (113900.110000 sec): 3 clusters
  Score: Raw -502046.999026 + Penalty 2783.138831 = -499263.860196
  nChanged 168
		SP:Iteration 7Q (113900.210000 sec): 3 clusters
  Score: Raw -502151.433955 + Penalty 2783.138831 = -499368.295124
  nChanged 151
		SP:Iteration 8Q (113900.310000 sec): 3 clusters
  Score: Raw -502232.913302 + Penalty 2783.138831 = -499449.774471
  nChanged 141
		SP:Iteration 9Q (113900.420000 sec): 3 clusters
  Score: Raw -502309.887873 + Penalty 2783.138831 = -499526.749042
  nChanged 113
		SP:Iteration 10Q (113900.520000 sec): 3 clusters
  Score: Raw -502371.673829 + Penalty 2783.138831 = -499588.534999
  nChanged 101
		SP:Iteration 11Q (113900.620000 sec): 3 clusters
  Score: Raw -502435.817524 + Penalty 2783.138831 = -499652.678693
  nChanged 111
		SP:Iteration 12Q (113900.720000 sec): 3 clusters
  Score: Raw -502514.114348 + Penalty 2783.138831 = -499730.975517
  nChanged 109
		SP:Iteration 13Q (113900.820000 sec): 3 clusters
  Score: Raw -502575.607686 + Penalty 2783.138831 = -499792.468855
  nChanged 98
		SP:Iteration 14Q (113900.920000 sec): 3 clusters
  Score: Raw -502636.223206 + Penalty 2783.138831 = -499853.084375
  nChanged 78
		SP:Iteration 15Q (113901.030000 sec): 3 clusters
  Score: Raw -502676.278217 + Penalty 2783.138831 = -499893.139386
  nChanged 58
		SP:Iteration 16Q (113901.130000 sec): 3 clusters
  Score: Raw -502709.797559 + Penalty 2783.138831 = -499926.658728
  nChanged 56
		SP:Iteration 17Q (113901.230000 sec): 3 clusters
  Score: Raw -502737.394012 + Penalty 2783.138831 = -499954.255181
  nChanged 39
		SP:Iteration 18Q (113901.330000 sec): 3 clusters
  Score: Raw -502757.685228 + Penalty 2783.138831 = -499974.546397
  nChanged 37
		SP:Iteration 19Q (113901.430000 sec): 3 clusters
  Score: Raw -502776.298419 + Penalty 2783.138831 = -499993.159588
  nChanged 43
		SP:Iteration 20F (113901.530000 sec): 3 clusters
  Score: Raw -502797.287688 + Penalty 2783.138831 = -500014.148857
  nChanged 40
		SP:Iteration 21Q (113901.630000 sec): 3 clusters
  Score: Raw -502818.633523 + Penalty 2783.138831 = -500035.494693
  nChanged 41
		SP:Iteration 22Q (113901.730000 sec): 3 clusters
  Score: Raw -502836.759375 + Penalty 2783.138831 = -500053.620544
  nChanged 24
		SP:Iteration 23Q (113901.820000 sec): 3 clusters
  Score: Raw -502846.985321 + Penalty 2783.138831 = -500063.846490
  nChanged 28
		SP:Iteration 24Q (113901.920000 sec): 3 clusters
  Score: Raw -502860.899615 + Penalty 2783.138831 = -500077.760784
  nChanged 21
		SP:Iteration 25Q (113902.020000 sec): 3 clusters
  Score: Raw -502870.142890 + Penalty 2783.138831 = -500087.004059
  nChanged 22
		SP:Iteration 26Q (113902.120000 sec): 3 clusters
  Score: Raw -502883.025106 + Penalty 2783.138831 = -500099.886276
  nChanged 20
		SP:Iteration 27Q (113902.210000 sec): 3 clusters
  Score: Raw -502894.629115 + Penalty 2783.138831 = -500111.490284
  nChanged 22
		SP:Iteration 28Q (113902.310000 sec): 3 clusters
  Score: Raw -502905.838039 + Penalty 2783.138831 = -500122.699208
  nChanged 19
		SP:Iteration 29Q (113902.410000 sec): 3 clusters
  Score: Raw -502915.135872 + Penalty 2783.138831 = -500131.997041
  nChanged 21
		SP:Iteration 30Q (113902.510000 sec): 3 clusters
  Score: Raw -502923.940325 + Penalty 2783.138831 = -500140.801494
  nChanged 19
		SP:Iteration 31Q (113902.610000 sec): 3 clusters
  Score: Raw -502931.541383 + Penalty 2783.138831 = -500148.402553
  nChanged 11
		SP:Iteration 32Q (113902.710000 sec): 3 clusters
  Score: Raw -502935.053400 + Penalty 2783.138831 = -500151.914569
  nChanged 6
		SP:Iteration 33Q (113902.800000 sec): 3 clusters
  Score: Raw -502936.735357 + Penalty 2783.138831 = -500153.596527
  nChanged 4
		SP:Iteration 34Q (113902.900000 sec): 3 clusters
  Score: Raw -502938.502836 + Penalty 2783.138831 = -500155.364005
  nChanged 3
		SP:Iteration 35Q (113903.000000 sec): 3 clusters
  Score: Raw -502940.743590 + Penalty 2783.138831 = -500157.604759
  nChanged 2
		SP:Iteration 36Q (113903.090000 sec): 3 clusters
  Score: Raw -502941.429815 + Penalty 2783.138831 = -500158.290985
  nChanged 2
		SP:Iteration 37Q (113903.190000 sec): 3 clusters
  Score: Raw -502941.801117 + Penalty 2783.138831 = -500158.662287
  nChanged 2
		SP:Iteration 38Q (113903.290000 sec): 3 clusters
  Score: Raw -502942.841175 + Penalty 2783.138831 = -500159.702344
  nChanged 2
		SP:Iteration 39Q (113903.390000 sec): 3 clusters
  Score: Raw -502944.444689 + Penalty 2783.138831 = -500161.305858
  nChanged 4
		SP:Iteration 40F (113903.490000 sec): 3 clusters
  Score: Raw -502946.486159 + Penalty 2783.138831 = -500163.347329
  nChanged 5
		SP:Iteration 41Q (113903.590000 sec): 3 clusters
  Score: Raw -502949.068367 + Penalty 2783.138831 = -500165.929537
  nChanged 5
		SP:Iteration 42Q (113903.690000 sec): 3 clusters
  Score: Raw -502950.512913 + Penalty 2783.138831 = -500167.374082
  nChanged 5
		SP:Iteration 43Q (113903.780000 sec): 3 clusters
  Score: Raw -502952.024432 + Penalty 2783.138831 = -500168.885602
  nChanged 3
		SP:Iteration 44Q (113903.880000 sec): 3 clusters
  Score: Raw -502953.270148 + Penalty 2783.138831 = -500170.131318
  nChanged 2
		SP:Iteration 45Q (113903.980000 sec): 3 clusters
  Score: Raw -502953.586045 + Penalty 2783.138831 = -500170.447215
  nChanged 1
		SP:Iteration 46Q (113904.070000 sec): 3 clusters
  Score: Raw -502954.091235 + Penalty 2783.138831 = -500170.952404
  nChanged 1
		SP:Iteration 47Q (113904.170000 sec): 3 clusters
  Score: Raw -502954.244875 + Penalty 2783.138831 = -500171.106044
  nChanged 0
		SP:Iteration 48F (113904.270000 sec): 3 clusters
  Score: Raw -502954.244875 + Penalty 2783.138831 = -500171.106044
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 27 (1185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113904.330000 sec): 2 clusters
  Score: Raw -112889.802432 + Penalty 1150.093434 = -111739.708998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113904.360000 sec): 3 clusters
  Score: Raw -112511.518271 + Penalty 2300.186867 = -110211.331403
  nChanged 353
		SP:Iteration 1F (113904.380000 sec): 3 clusters
  Score: Raw -112769.213000 + Penalty 2300.186867 = -110469.026133
  nChanged 75
		SP:Iteration 2F (113904.400000 sec): 3 clusters
  Score: Raw -112833.608561 + Penalty 2300.186867 = -110533.421694
  nChanged 49
		SP:Iteration 3Q (113904.430000 sec): 3 clusters
  Score: Raw -112884.004134 + Penalty 2300.186867 = -110583.817267
  nChanged 29
		SP:Iteration 4Q (113904.450000 sec): 3 clusters
  Score: Raw -112909.096998 + Penalty 2300.186867 = -110608.910131
  nChanged 22
		SP:Iteration 5Q (113904.470000 sec): 3 clusters
  Score: Raw -112928.043871 + Penalty 2300.186867 = -110627.857004
  nChanged 17
		SP:Iteration 6Q (113904.500000 sec): 3 clusters
  Score: Raw -112943.093581 + Penalty 2300.186867 = -110642.906713
  nChanged 11
		SP:Iteration 7Q (113904.520000 sec): 3 clusters
  Score: Raw -112951.135133 + Penalty 2300.186867 = -110650.948266
  nChanged 10
		SP:Iteration 8Q (113904.550000 sec): 3 clusters
  Score: Raw -112959.321382 + Penalty 2300.186867 = -110659.134515
  nChanged 8
		SP:Iteration 9Q (113904.570000 sec): 3 clusters
  Score: Raw -112965.899324 + Penalty 2300.186867 = -110665.712456
  nChanged 7
		SP:Iteration 10Q (113904.590000 sec): 3 clusters
  Score: Raw -112971.266684 + Penalty 2300.186867 = -110671.079817
  nChanged 6
		SP:Iteration 11Q (113904.620000 sec): 3 clusters
  Score: Raw -112975.893124 + Penalty 2300.186867 = -110675.706257
  nChanged 6
		SP:Iteration 12Q (113904.640000 sec): 3 clusters
  Score: Raw -112980.295666 + Penalty 2300.186867 = -110680.108798
  nChanged 4
		SP:Iteration 13Q (113904.670000 sec): 3 clusters
  Score: Raw -112982.887752 + Penalty 2300.186867 = -110682.700884
  nChanged 3
		SP:Iteration 14Q (113904.690000 sec): 3 clusters
  Score: Raw -112984.099575 + Penalty 2300.186867 = -110683.912708
  nChanged 2
		SP:Iteration 15Q (113904.710000 sec): 3 clusters
  Score: Raw -112985.337183 + Penalty 2300.186867 = -110685.150316
  nChanged 2
		SP:Iteration 16Q (113904.740000 sec): 3 clusters
  Score: Raw -112986.095709 + Penalty 2300.186867 = -110685.908841
  nChanged 1
		SP:Iteration 17Q (113904.760000 sec): 3 clusters
  Score: Raw -112987.363968 + Penalty 2300.186867 = -110687.177100
  nChanged 1
		SP:Iteration 18Q (113904.790000 sec): 3 clusters
  Score: Raw -112988.155306 + Penalty 2300.186867 = -110687.968438
  nChanged 2
		SP:Iteration 19Q (113904.810000 sec): 3 clusters
  Score: Raw -112989.344108 + Penalty 2300.186867 = -110689.157240
  nChanged 1
		SP:Iteration 20F (113904.830000 sec): 3 clusters
  Score: Raw -112989.557914 + Penalty 2300.186867 = -110689.371046
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 28 (2352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113904.900000 sec): 2 clusters
  Score: Raw -254217.481895 + Penalty 1261.490963 = -252955.990932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113904.950000 sec): 3 clusters
  Score: Raw -253211.760798 + Penalty 2522.981925 = -250688.778873
  nChanged 863
		SP:Iteration 1F (113905.000000 sec): 3 clusters
  Score: Raw -253749.672483 + Penalty 2522.981925 = -251226.690557
  nChanged 158
		SP:Iteration 2F (113905.050000 sec): 3 clusters
  Score: Raw -253864.076862 + Penalty 2522.981925 = -251341.094936
  nChanged 132
		SP:Iteration 3F (113905.090000 sec): 3 clusters
  Score: Raw -253968.966403 + Penalty 2522.981925 = -251445.984477
  nChanged 102
		SP:Iteration 4Q (113905.140000 sec): 3 clusters
  Score: Raw -254058.356031 + Penalty 2522.981925 = -251535.374105
  nChanged 109
		SP:Iteration 5Q (113905.190000 sec): 3 clusters
  Score: Raw -254171.223115 + Penalty 2522.981925 = -251648.241189
  nChanged 105
		SP:Iteration 6Q (113905.240000 sec): 3 clusters
  Score: Raw -254262.655432 + Penalty 2522.981925 = -251739.673507
  nChanged 96
		SP:Iteration 7Q (113905.290000 sec): 3 clusters
  Score: Raw -254344.824376 + Penalty 2522.981925 = -251821.842451
  nChanged 75
		SP:Iteration 8Q (113905.330000 sec): 3 clusters
  Score: Raw -254406.706733 + Penalty 2522.981925 = -251883.724808
  nChanged 54
		SP:Iteration 9Q (113905.380000 sec): 3 clusters
  Score: Raw -254444.219088 + Penalty 2522.981925 = -251921.237163
  nChanged 34
		SP:Iteration 10Q (113905.430000 sec): 3 clusters
  Score: Raw -254462.608422 + Penalty 2522.981925 = -251939.626497
  nChanged 27
		SP:Iteration 11Q (113905.480000 sec): 3 clusters
  Score: Raw -254478.184440 + Penalty 2522.981925 = -251955.202515
  nChanged 24
		SP:Iteration 12Q (113905.530000 sec): 3 clusters
  Score: Raw -254490.108980 + Penalty 2522.981925 = -251967.127055
  nChanged 14
		SP:Iteration 13Q (113905.570000 sec): 3 clusters
  Score: Raw -254496.163461 + Penalty 2522.981925 = -251973.181536
  nChanged 14
		SP:Iteration 14Q (113905.620000 sec): 3 clusters
  Score: Raw -254503.876476 + Penalty 2522.981925 = -251980.894551
  nChanged 12
		SP:Iteration 15Q (113905.670000 sec): 3 clusters
  Score: Raw -254510.082308 + Penalty 2522.981925 = -251987.100383
  nChanged 9
		SP:Iteration 16Q (113905.720000 sec): 3 clusters
  Score: Raw -254514.398671 + Penalty 2522.981925 = -251991.416746
  nChanged 11
		SP:Iteration 17Q (113905.770000 sec): 3 clusters
  Score: Raw -254519.998854 + Penalty 2522.981925 = -251997.016928
  nChanged 11
		SP:Iteration 18Q (113905.810000 sec): 3 clusters
  Score: Raw -254525.128961 + Penalty 2522.981925 = -252002.147036
  nChanged 8
		SP:Iteration 19Q (113905.860000 sec): 3 clusters
  Score: Raw -254528.711625 + Penalty 2522.981925 = -252005.729700
  nChanged 7
		SP:Iteration 20F (113905.910000 sec): 3 clusters
  Score: Raw -254532.573259 + Penalty 2522.981925 = -252009.591334
  nChanged 12
		SP:Iteration 21Q (113905.960000 sec): 3 clusters
  Score: Raw -254537.290332 + Penalty 2522.981925 = -252014.308407
  nChanged 9
		SP:Iteration 22Q (113906.010000 sec): 3 clusters
  Score: Raw -254541.125132 + Penalty 2522.981925 = -252018.143207
  nChanged 5
		SP:Iteration 23Q (113906.050000 sec): 3 clusters
  Score: Raw -254544.523703 + Penalty 2522.981925 = -252021.541778
  nChanged 8
		SP:Iteration 24Q (113906.100000 sec): 3 clusters
  Score: Raw -254548.831702 + Penalty 2522.981925 = -252025.849777
  nChanged 2
		SP:Iteration 25Q (113906.150000 sec): 3 clusters
  Score: Raw -254549.700333 + Penalty 2522.981925 = -252026.718408
  nChanged 3
		SP:Iteration 26Q (113906.200000 sec): 3 clusters
  Score: Raw -254550.551008 + Penalty 2522.981925 = -252027.569083
  nChanged 2
		SP:Iteration 27Q (113906.240000 sec): 3 clusters
  Score: Raw -254551.387249 + Penalty 2522.981925 = -252028.405323
  nChanged 0
		SP:Iteration 28F (113906.290000 sec): 3 clusters
  Score: Raw -254551.387249 + Penalty 2522.981925 = -252028.405323
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 29 (2619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113906.360000 sec): 2 clusters
  Score: Raw -246457.306317 + Penalty 1278.964025 = -245178.342292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113906.410000 sec): 3 clusters
  Score: Raw -245264.338056 + Penalty 2557.928049 = -242706.410006
  nChanged 973
		SP:Iteration 1F (113906.470000 sec): 3 clusters
  Score: Raw -245838.256713 + Penalty 2557.928049 = -243280.328664
  nChanged 192
		SP:Iteration 2F (113906.520000 sec): 3 clusters
  Score: Raw -245971.157499 + Penalty 2557.928049 = -243413.229450
  nChanged 134
		SP:Iteration 3F (113906.570000 sec): 3 clusters
  Score: Raw -246050.493060 + Penalty 2557.928049 = -243492.565010
  nChanged 95
		SP:Iteration 4Q (113906.620000 sec): 3 clusters
  Score: Raw -246116.391687 + Penalty 2557.928049 = -243558.463637
  nChanged 84
		SP:Iteration 5Q (113906.670000 sec): 3 clusters
  Score: Raw -246166.473421 + Penalty 2557.928049 = -243608.545372
  nChanged 71
		SP:Iteration 6Q (113906.730000 sec): 3 clusters
  Score: Raw -246199.826701 + Penalty 2557.928049 = -243641.898652
  nChanged 45
		SP:Iteration 7Q (113906.780000 sec): 3 clusters
  Score: Raw -246221.741088 + Penalty 2557.928049 = -243663.813039
  nChanged 36
		SP:Iteration 8Q (113906.830000 sec): 3 clusters
  Score: Raw -246239.480977 + Penalty 2557.928049 = -243681.552927
  nChanged 34
		SP:Iteration 9Q (113906.880000 sec): 3 clusters
  Score: Raw -246254.668094 + Penalty 2557.928049 = -243696.740044
  nChanged 33
		SP:Iteration 10Q (113906.930000 sec): 3 clusters
  Score: Raw -246266.545022 + Penalty 2557.928049 = -243708.616972
  nChanged 24
		SP:Iteration 11Q (113906.990000 sec): 3 clusters
  Score: Raw -246277.240146 + Penalty 2557.928049 = -243719.312096
  nChanged 27
		SP:Iteration 12Q (113907.040000 sec): 3 clusters
  Score: Raw -246289.206439 + Penalty 2557.928049 = -243731.278389
  nChanged 23
		SP:Iteration 13Q (113907.090000 sec): 3 clusters
  Score: Raw -246303.423389 + Penalty 2557.928049 = -243745.495339
  nChanged 27
		SP:Iteration 14Q (113907.140000 sec): 3 clusters
  Score: Raw -246316.493218 + Penalty 2557.928049 = -243758.565168
  nChanged 24
		SP:Iteration 15Q (113907.190000 sec): 3 clusters
  Score: Raw -246329.846496 + Penalty 2557.928049 = -243771.918446
  nChanged 29
		SP:Iteration 16Q (113907.240000 sec): 3 clusters
  Score: Raw -246343.821823 + Penalty 2557.928049 = -243785.893774
  nChanged 26
		SP:Iteration 17Q (113907.290000 sec): 3 clusters
  Score: Raw -246357.321352 + Penalty 2557.928049 = -243799.393302
  nChanged 19
		SP:Iteration 18Q (113907.350000 sec): 3 clusters
  Score: Raw -246367.335347 + Penalty 2557.928049 = -243809.407297
  nChanged 23
		SP:Iteration 19Q (113907.400000 sec): 3 clusters
  Score: Raw -246376.121600 + Penalty 2557.928049 = -243818.193551
  nChanged 11
		SP:Iteration 20F (113907.450000 sec): 3 clusters
  Score: Raw -246383.774687 + Penalty 2557.928049 = -243825.846638
  nChanged 17
		SP:Iteration 21Q (113907.500000 sec): 3 clusters
  Score: Raw -246393.280511 + Penalty 2557.928049 = -243835.352461
  nChanged 15
		SP:Iteration 22Q (113907.550000 sec): 3 clusters
  Score: Raw -246399.659549 + Penalty 2557.928049 = -243841.731499
  nChanged 13
		SP:Iteration 23Q (113907.600000 sec): 3 clusters
  Score: Raw -246408.003629 + Penalty 2557.928049 = -243850.075580
  nChanged 16
		SP:Iteration 24Q (113907.650000 sec): 3 clusters
  Score: Raw -246416.753185 + Penalty 2557.928049 = -243858.825135
  nChanged 15
		SP:Iteration 25Q (113907.710000 sec): 3 clusters
  Score: Raw -246423.287692 + Penalty 2557.928049 = -243865.359642
  nChanged 8
		SP:Iteration 26Q (113907.760000 sec): 3 clusters
  Score: Raw -246426.115075 + Penalty 2557.928049 = -243868.187025
  nChanged 9
		SP:Iteration 27Q (113907.810000 sec): 3 clusters
  Score: Raw -246430.892340 + Penalty 2557.928049 = -243872.964290
  nChanged 7
		SP:Iteration 28Q (113907.860000 sec): 3 clusters
  Score: Raw -246434.786956 + Penalty 2557.928049 = -243876.858907
  nChanged 6
		SP:Iteration 29Q (113907.910000 sec): 3 clusters
  Score: Raw -246437.949192 + Penalty 2557.928049 = -243880.021143
  nChanged 7
		SP:Iteration 30Q (113907.960000 sec): 3 clusters
  Score: Raw -246441.536616 + Penalty 2557.928049 = -243883.608567
  nChanged 8
		SP:Iteration 31Q (113908.010000 sec): 3 clusters
  Score: Raw -246443.952573 + Penalty 2557.928049 = -243886.024524
  nChanged 6
		SP:Iteration 32Q (113908.060000 sec): 3 clusters
  Score: Raw -246446.975033 + Penalty 2557.928049 = -243889.046983
  nChanged 4
		SP:Iteration 33Q (113908.110000 sec): 3 clusters
  Score: Raw -246448.575052 + Penalty 2557.928049 = -243890.647003
  nChanged 3
		SP:Iteration 34Q (113908.170000 sec): 3 clusters
  Score: Raw -246449.274691 + Penalty 2557.928049 = -243891.346642
  nChanged 0
		SP:Iteration 35F (113908.220000 sec): 3 clusters
  Score: Raw -246449.274691 + Penalty 2557.928049 = -243891.346642
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 30 (4689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113908.300000 sec): 2 clusters
  Score: Raw -443306.358276 + Penalty 1373.608376 = -441932.749901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113908.400000 sec): 3 clusters
  Score: Raw -440896.888182 + Penalty 2747.216751 = -438149.671431
  nChanged 1883
		SP:Iteration 1F (113908.490000 sec): 3 clusters
  Score: Raw -442001.487026 + Penalty 2747.216751 = -439254.270275
  nChanged 358
		SP:Iteration 2F (113908.590000 sec): 3 clusters
  Score: Raw -442211.796724 + Penalty 2747.216751 = -439464.579973
  nChanged 268
		SP:Iteration 3F (113908.680000 sec): 3 clusters
  Score: Raw -442363.204227 + Penalty 2747.216751 = -439615.987476
  nChanged 222
		SP:Iteration 4Q (113908.770000 sec): 3 clusters
  Score: Raw -442478.335516 + Penalty 2747.216751 = -439731.118765
  nChanged 167
		SP:Iteration 5Q (113908.870000 sec): 3 clusters
  Score: Raw -442561.777679 + Penalty 2747.216751 = -439814.560928
  nChanged 145
		SP:Iteration 6Q (113908.960000 sec): 3 clusters
  Score: Raw -442643.719414 + Penalty 2747.216751 = -439896.502663
  nChanged 151
		SP:Iteration 7Q (113909.050000 sec): 3 clusters
  Score: Raw -442720.666541 + Penalty 2747.216751 = -439973.449790
  nChanged 134
		SP:Iteration 8Q (113909.140000 sec): 3 clusters
  Score: Raw -442783.720333 + Penalty 2747.216751 = -440036.503581
  nChanged 126
		SP:Iteration 9Q (113909.230000 sec): 3 clusters
  Score: Raw -442848.969520 + Penalty 2747.216751 = -440101.752769
  nChanged 125
		SP:Iteration 10Q (113909.330000 sec): 3 clusters
  Score: Raw -442924.518017 + Penalty 2747.216751 = -440177.301266
  nChanged 130
		SP:Iteration 11Q (113909.420000 sec): 3 clusters
  Score: Raw -443011.585135 + Penalty 2747.216751 = -440264.368384
  nChanged 117
		SP:Iteration 12Q (113909.510000 sec): 3 clusters
  Score: Raw -443094.368637 + Penalty 2747.216751 = -440347.151885
  nChanged 119
		SP:Iteration 13Q (113909.600000 sec): 3 clusters
  Score: Raw -443168.693163 + Penalty 2747.216751 = -440421.476412
  nChanged 102
		SP:Iteration 14Q (113909.690000 sec): 3 clusters
  Score: Raw -443233.636768 + Penalty 2747.216751 = -440486.420017
  nChanged 91
		SP:Iteration 15Q (113909.790000 sec): 3 clusters
  Score: Raw -443280.730763 + Penalty 2747.216751 = -440533.514012
  nChanged 68
		SP:Iteration 16Q (113909.880000 sec): 3 clusters
  Score: Raw -443312.130843 + Penalty 2747.216751 = -440564.914092
  nChanged 60
		SP:Iteration 17Q (113909.970000 sec): 3 clusters
  Score: Raw -443339.209369 + Penalty 2747.216751 = -440591.992618
  nChanged 55
		SP:Iteration 18Q (113910.060000 sec): 3 clusters
  Score: Raw -443364.385018 + Penalty 2747.216751 = -440617.168266
  nChanged 51
		SP:Iteration 19Q (113910.150000 sec): 3 clusters
  Score: Raw -443379.712149 + Penalty 2747.216751 = -440632.495398
  nChanged 35
		SP:Iteration 20F (113910.240000 sec): 3 clusters
  Score: Raw -443392.429584 + Penalty 2747.216751 = -440645.212833
  nChanged 27
		SP:Iteration 21Q (113910.330000 sec): 3 clusters
  Score: Raw -443402.318190 + Penalty 2747.216751 = -440655.101439
  nChanged 29
		SP:Iteration 22Q (113910.420000 sec): 3 clusters
  Score: Raw -443410.470791 + Penalty 2747.216751 = -440663.254040
  nChanged 21
		SP:Iteration 23Q (113910.510000 sec): 3 clusters
  Score: Raw -443416.307685 + Penalty 2747.216751 = -440669.090934
  nChanged 16
		SP:Iteration 24Q (113910.600000 sec): 3 clusters
  Score: Raw -443420.232554 + Penalty 2747.216751 = -440673.015803
  nChanged 13
		SP:Iteration 25Q (113910.690000 sec): 3 clusters
  Score: Raw -443423.959543 + Penalty 2747.216751 = -440676.742792
  nChanged 17
		SP:Iteration 26Q (113910.780000 sec): 3 clusters
  Score: Raw -443429.030859 + Penalty 2747.216751 = -440681.814108
  nChanged 7
		SP:Iteration 27Q (113910.870000 sec): 3 clusters
  Score: Raw -443431.902848 + Penalty 2747.216751 = -440684.686097
  nChanged 10
		SP:Iteration 28Q (113910.960000 sec): 3 clusters
  Score: Raw -443433.510285 + Penalty 2747.216751 = -440686.293533
  nChanged 5
		SP:Iteration 29Q (113911.050000 sec): 3 clusters
  Score: Raw -443434.935229 + Penalty 2747.216751 = -440687.718478
  nChanged 5
		SP:Iteration 30Q (113911.140000 sec): 3 clusters
  Score: Raw -443435.817559 + Penalty 2747.216751 = -440688.600808
  nChanged 5
		SP:Iteration 31Q (113911.230000 sec): 3 clusters
  Score: Raw -443436.743982 + Penalty 2747.216751 = -440689.527230
  nChanged 4
		SP:Iteration 32Q (113911.320000 sec): 3 clusters
  Score: Raw -443437.568505 + Penalty 2747.216751 = -440690.351754
  nChanged 4
		SP:Iteration 33Q (113911.410000 sec): 3 clusters
  Score: Raw -443438.839426 + Penalty 2747.216751 = -440691.622675
  nChanged 3
		SP:Iteration 34Q (113911.490000 sec): 3 clusters
  Score: Raw -443439.934488 + Penalty 2747.216751 = -440692.717737
  nChanged 6
		SP:Iteration 35Q (113911.590000 sec): 3 clusters
  Score: Raw -443441.176423 + Penalty 2747.216751 = -440693.959672
  nChanged 6
		SP:Iteration 36Q (113911.670000 sec): 3 clusters
  Score: Raw -443442.566930 + Penalty 2747.216751 = -440695.350179
  nChanged 4
		SP:Iteration 37Q (113911.760000 sec): 3 clusters
  Score: Raw -443443.299007 + Penalty 2747.216751 = -440696.082255
  nChanged 8
		SP:Iteration 38Q (113911.850000 sec): 3 clusters
  Score: Raw -443445.366756 + Penalty 2747.216751 = -440698.150005
  nChanged 7
		SP:Iteration 39Q (113911.940000 sec): 3 clusters
  Score: Raw -443447.827362 + Penalty 2747.216751 = -440700.610611
  nChanged 9
		SP:Iteration 40F (113912.030000 sec): 3 clusters
  Score: Raw -443450.889575 + Penalty 2747.216751 = -440703.672824
  nChanged 9
		SP:Iteration 41Q (113912.120000 sec): 3 clusters
  Score: Raw -443455.575160 + Penalty 2747.216751 = -440708.358409
  nChanged 14
		SP:Iteration 42Q (113912.210000 sec): 3 clusters
  Score: Raw -443460.766832 + Penalty 2747.216751 = -440713.550081
  nChanged 10
		SP:Iteration 43Q (113912.300000 sec): 3 clusters
  Score: Raw -443464.338731 + Penalty 2747.216751 = -440717.121980
  nChanged 11
		SP:Iteration 44Q (113912.390000 sec): 3 clusters
  Score: Raw -443467.952268 + Penalty 2747.216751 = -440720.735517
  nChanged 12
		SP:Iteration 45Q (113912.480000 sec): 3 clusters
  Score: Raw -443471.355795 + Penalty 2747.216751 = -440724.139044
  nChanged 3
		SP:Iteration 46Q (113912.570000 sec): 3 clusters
  Score: Raw -443472.232636 + Penalty 2747.216751 = -440725.015884
  nChanged 0
		SP:Iteration 47F (113912.660000 sec): 3 clusters
  Score: Raw -443472.232636 + Penalty 2747.216751 = -440725.015884
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 31 (893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113912.720000 sec): 2 clusters
  Score: Raw -74583.658309 + Penalty 1104.120319 = -73479.537989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113912.730000 sec): 3 clusters
  Score: Raw -74330.191631 + Penalty 2208.240639 = -72121.950992
  nChanged 253
		SP:Iteration 1F (113912.750000 sec): 3 clusters
  Score: Raw -74651.640489 + Penalty 2208.240639 = -72443.399850
  nChanged 94
		SP:Iteration 2F (113912.770000 sec): 3 clusters
  Score: Raw -74771.013818 + Penalty 2208.240639 = -72562.773179
  nChanged 54
		SP:Iteration 3F (113912.790000 sec): 3 clusters
  Score: Raw -74848.817829 + Penalty 2208.240639 = -72640.577190
  nChanged 41
		SP:Iteration 4Q (113912.810000 sec): 3 clusters
  Score: Raw -74907.835766 + Penalty 2208.240639 = -72699.595127
  nChanged 30
		SP:Iteration 5Q (113912.820000 sec): 3 clusters
  Score: Raw -74952.535889 + Penalty 2208.240639 = -72744.295250
  nChanged 22
		SP:Iteration 6Q (113912.840000 sec): 3 clusters
  Score: Raw -74988.777454 + Penalty 2208.240639 = -72780.536816
  nChanged 18
		SP:Iteration 7Q (113912.860000 sec): 3 clusters
  Score: Raw -75017.379433 + Penalty 2208.240639 = -72809.138795
  nChanged 14
		SP:Iteration 8Q (113912.880000 sec): 3 clusters
  Score: Raw -75034.871622 + Penalty 2208.240639 = -72826.630983
  nChanged 12
		SP:Iteration 9Q (113912.890000 sec): 3 clusters
  Score: Raw -75055.472912 + Penalty 2208.240639 = -72847.232273
  nChanged 7
		SP:Iteration 10Q (113912.910000 sec): 3 clusters
  Score: Raw -75077.572184 + Penalty 2208.240639 = -72869.331546
  nChanged 9
		SP:Iteration 11Q (113912.930000 sec): 3 clusters
  Score: Raw -75114.071395 + Penalty 2208.240639 = -72905.830756
  nChanged 13
		SP:Iteration 12Q (113912.950000 sec): 3 clusters
  Score: Raw -75130.178534 + Penalty 2208.240639 = -72921.937895
  nChanged 8
		SP:Iteration 13Q (113912.970000 sec): 3 clusters
  Score: Raw -75141.811668 + Penalty 2208.240639 = -72933.571029
  nChanged 7
		SP:Iteration 14Q (113912.980000 sec): 3 clusters
  Score: Raw -75150.670122 + Penalty 2208.240639 = -72942.429483
  nChanged 7
		SP:Iteration 15Q (113913.000000 sec): 3 clusters
  Score: Raw -75164.303582 + Penalty 2208.240639 = -72956.062943
  nChanged 5
		SP:Iteration 16Q (113913.020000 sec): 3 clusters
  Score: Raw -75168.102415 + Penalty 2208.240639 = -72959.861777
  nChanged 4
		SP:Iteration 17Q (113913.030000 sec): 3 clusters
  Score: Raw -75173.698944 + Penalty 2208.240639 = -72965.458305
  nChanged 6
		SP:Iteration 18Q (113913.050000 sec): 3 clusters
  Score: Raw -75181.935810 + Penalty 2208.240639 = -72973.695171
  nChanged 7
		SP:Iteration 19Q (113913.070000 sec): 3 clusters
  Score: Raw -75192.516241 + Penalty 2208.240639 = -72984.275602
  nChanged 5
		SP:Iteration 20F (113913.090000 sec): 3 clusters
  Score: Raw -75202.716062 + Penalty 2208.240639 = -72994.475423
  nChanged 6
		SP:Iteration 21Q (113913.110000 sec): 3 clusters
  Score: Raw -75211.278090 + Penalty 2208.240639 = -73003.037451
  nChanged 5
		SP:Iteration 22Q (113913.120000 sec): 3 clusters
  Score: Raw -75218.457787 + Penalty 2208.240639 = -73010.217148
  nChanged 4
		SP:Iteration 23Q (113913.140000 sec): 3 clusters
  Score: Raw -75222.096342 + Penalty 2208.240639 = -73013.855703
  nChanged 1
		SP:Iteration 24Q (113913.160000 sec): 3 clusters
  Score: Raw -75222.788416 + Penalty 2208.240639 = -73014.547777
  nChanged 0
		SP:Iteration 25F (113913.170000 sec): 3 clusters
  Score: Raw -75222.788416 + Penalty 2208.240639 = -73014.547777
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 32 (11643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113913.320000 sec): 2 clusters
  Score: Raw -1220861.311248 + Penalty 1521.399818 = -1219339.911430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113913.500000 sec): 3 clusters
  Score: Raw -1214160.237550 + Penalty 3042.799637 = -1211117.437913
  nChanged 5065
		SP:Iteration 1F (113913.680000 sec): 3 clusters
  Score: Raw -1216980.690326 + Penalty 3042.799637 = -1213937.890689
  nChanged 647
		SP:Iteration 2F (113913.850000 sec): 3 clusters
  Score: Raw -1217284.491007 + Penalty 3042.799637 = -1214241.691370
  nChanged 625
		SP:Iteration 3F (113914.040000 sec): 3 clusters
  Score: Raw -1217583.798468 + Penalty 3042.799637 = -1214540.998831
  nChanged 604
		SP:Iteration 4F (113914.210000 sec): 3 clusters
  Score: Raw -1217864.972160 + Penalty 3042.799637 = -1214822.172524
  nChanged 578
		SP:Iteration 5Q (113914.390000 sec): 3 clusters
  Score: Raw -1218147.467771 + Penalty 3042.799637 = -1215104.668134
  nChanged 528
		SP:Iteration 6Q (113914.570000 sec): 3 clusters
  Score: Raw -1218403.696511 + Penalty 3042.799637 = -1215360.896874
  nChanged 478
		SP:Iteration 7Q (113914.750000 sec): 3 clusters
  Score: Raw -1218650.004287 + Penalty 3042.799637 = -1215607.204651
  nChanged 481
		SP:Iteration 8Q (113914.950000 sec): 3 clusters
  Score: Raw -1218917.372684 + Penalty 3042.799637 = -1215874.573047
  nChanged 450
		SP:Iteration 9Q (113915.130000 sec): 3 clusters
  Score: Raw -1219176.500911 + Penalty 3042.799637 = -1216133.701274
  nChanged 411
		SP:Iteration 10Q (113915.300000 sec): 3 clusters
  Score: Raw -1219430.723456 + Penalty 3042.799637 = -1216387.923819
  nChanged 386
		SP:Iteration 11Q (113915.480000 sec): 3 clusters
  Score: Raw -1219677.687072 + Penalty 3042.799637 = -1216634.887435
  nChanged 357
		SP:Iteration 12Q (113915.650000 sec): 3 clusters
  Score: Raw -1219894.701343 + Penalty 3042.799637 = -1216851.901707
  nChanged 273
		SP:Iteration 13Q (113915.860000 sec): 3 clusters
  Score: Raw -1220035.960207 + Penalty 3042.799637 = -1216993.160570
  nChanged 207
		SP:Iteration 14Q (113916.030000 sec): 3 clusters
  Score: Raw -1220140.360683 + Penalty 3042.799637 = -1217097.561046
  nChanged 190
		SP:Iteration 15Q (113916.190000 sec): 3 clusters
  Score: Raw -1220233.482512 + Penalty 3042.799637 = -1217190.682876
  nChanged 168
		SP:Iteration 16Q (113916.370000 sec): 3 clusters
  Score: Raw -1220321.385335 + Penalty 3042.799637 = -1217278.585699
  nChanged 173
		SP:Iteration 17Q (113916.530000 sec): 3 clusters
  Score: Raw -1220409.066962 + Penalty 3042.799637 = -1217366.267325
  nChanged 140
		SP:Iteration 18Q (113916.710000 sec): 3 clusters
  Score: Raw -1220473.730388 + Penalty 3042.799637 = -1217430.930752
  nChanged 126
		SP:Iteration 19Q (113916.870000 sec): 3 clusters
  Score: Raw -1220527.934728 + Penalty 3042.799637 = -1217485.135091
  nChanged 129
		SP:Iteration 20F (113917.040000 sec): 3 clusters
  Score: Raw -1220585.498649 + Penalty 3042.799637 = -1217542.699013
  nChanged 103
		SP:Iteration 21Q (113917.190000 sec): 3 clusters
  Score: Raw -1220632.077517 + Penalty 3042.799637 = -1217589.277881
  nChanged 106
		SP:Iteration 22Q (113917.370000 sec): 3 clusters
  Score: Raw -1220683.548516 + Penalty 3042.799637 = -1217640.748880
  nChanged 91
		SP:Iteration 23Q (113917.520000 sec): 3 clusters
  Score: Raw -1220729.572855 + Penalty 3042.799637 = -1217686.773218
  nChanged 91
		SP:Iteration 24Q (113917.690000 sec): 3 clusters
  Score: Raw -1220772.886993 + Penalty 3042.799637 = -1217730.087356
  nChanged 80
		SP:Iteration 25Q (113917.850000 sec): 3 clusters
  Score: Raw -1220811.415855 + Penalty 3042.799637 = -1217768.616218
  nChanged 77
		SP:Iteration 26Q (113918.020000 sec): 3 clusters
  Score: Raw -1220852.070569 + Penalty 3042.799637 = -1217809.270933
  nChanged 64
		SP:Iteration 27Q (113918.180000 sec): 3 clusters
  Score: Raw -1220884.531135 + Penalty 3042.799637 = -1217841.731498
  nChanged 64
		SP:Iteration 28Q (113918.350000 sec): 3 clusters
  Score: Raw -1220919.304370 + Penalty 3042.799637 = -1217876.504734
  nChanged 66
		SP:Iteration 29Q (113918.510000 sec): 3 clusters
  Score: Raw -1220958.585992 + Penalty 3042.799637 = -1217915.786355
  nChanged 64
		SP:Iteration 30Q (113918.680000 sec): 3 clusters
  Score: Raw -1220997.683091 + Penalty 3042.799637 = -1217954.883454
  nChanged 53
		SP:Iteration 31Q (113918.840000 sec): 3 clusters
  Score: Raw -1221022.214967 + Penalty 3042.799637 = -1217979.415331
  nChanged 41
		SP:Iteration 32Q (113919.000000 sec): 3 clusters
  Score: Raw -1221039.013854 + Penalty 3042.799637 = -1217996.214217
  nChanged 41
		SP:Iteration 33Q (113919.180000 sec): 3 clusters
  Score: Raw -1221056.172385 + Penalty 3042.799637 = -1218013.372748
  nChanged 35
		SP:Iteration 34Q (113919.340000 sec): 3 clusters
  Score: Raw -1221071.985721 + Penalty 3042.799637 = -1218029.186085
  nChanged 23
		SP:Iteration 35Q (113919.510000 sec): 3 clusters
  Score: Raw -1221083.250754 + Penalty 3042.799637 = -1218040.451117
  nChanged 23
		SP:Iteration 36Q (113919.660000 sec): 3 clusters
  Score: Raw -1221094.025450 + Penalty 3042.799637 = -1218051.225813
  nChanged 11
		SP:Iteration 37Q (113919.830000 sec): 3 clusters
  Score: Raw -1221098.267767 + Penalty 3042.799637 = -1218055.468131
  nChanged 10
		SP:Iteration 38Q (113919.980000 sec): 3 clusters
  Score: Raw -1221101.752736 + Penalty 3042.799637 = -1218058.953100
  nChanged 11
		SP:Iteration 39Q (113920.150000 sec): 3 clusters
  Score: Raw -1221105.451494 + Penalty 3042.799637 = -1218062.651857
  nChanged 13
		SP:Iteration 40F (113920.320000 sec): 3 clusters
  Score: Raw -1221111.481332 + Penalty 3042.799637 = -1218068.681695
  nChanged 13
		SP:Iteration 41Q (113920.530000 sec): 3 clusters
  Score: Raw -1221117.347124 + Penalty 3042.799637 = -1218074.547487
  nChanged 12
		SP:Iteration 42Q (113920.680000 sec): 3 clusters
  Score: Raw -1221122.863486 + Penalty 3042.799637 = -1218080.063849
  nChanged 8
		SP:Iteration 43Q (113920.860000 sec): 3 clusters
  Score: Raw -1221125.807009 + Penalty 3042.799637 = -1218083.007372
  nChanged 3
		SP:Iteration 44Q (113921.010000 sec): 3 clusters
  Score: Raw -1221126.752567 + Penalty 3042.799637 = -1218083.952931
  nChanged 5
		SP:Iteration 45Q (113921.200000 sec): 3 clusters
  Score: Raw -1221128.084133 + Penalty 3042.799637 = -1218085.284497
  nChanged 4
		SP:Iteration 46Q (113921.350000 sec): 3 clusters
  Score: Raw -1221129.516902 + Penalty 3042.799637 = -1218086.717265
  nChanged 4
		SP:Iteration 47Q (113921.520000 sec): 3 clusters
  Score: Raw -1221130.568037 + Penalty 3042.799637 = -1218087.768400
  nChanged 4
		SP:Iteration 48Q (113921.670000 sec): 3 clusters
  Score: Raw -1221131.570378 + Penalty 3042.799637 = -1218088.770742
  nChanged 1
		SP:Iteration 49Q (113921.840000 sec): 3 clusters
  Score: Raw -1221131.723552 + Penalty 3042.799637 = -1218088.923915
  nChanged 3
		SP:Iteration 50Q (113921.990000 sec): 3 clusters
  Score: Raw -1221132.648722 + Penalty 3042.799637 = -1218089.849085
  nChanged 3
		SP:Iteration 51Q (113922.160000 sec): 3 clusters
  Score: Raw -1221133.762453 + Penalty 3042.799637 = -1218090.962816
  nChanged 2
		SP:Iteration 52Q (113922.320000 sec): 3 clusters
  Score: Raw -1221134.299720 + Penalty 3042.799637 = -1218091.500083
  nChanged 2
		SP:Iteration 53Q (113922.470000 sec): 3 clusters
  Score: Raw -1221134.899096 + Penalty 3042.799637 = -1218092.099459
  nChanged 2
		SP:Iteration 54Q (113922.660000 sec): 3 clusters
  Score: Raw -1221135.585529 + Penalty 3042.799637 = -1218092.785892
  nChanged 2
		SP:Iteration 55Q (113922.810000 sec): 3 clusters
  Score: Raw -1221136.211926 + Penalty 3042.799637 = -1218093.412289
  nChanged 1
		SP:Iteration 56Q (113922.990000 sec): 3 clusters
  Score: Raw -1221136.419755 + Penalty 3042.799637 = -1218093.620119
  nChanged 0
		SP:Iteration 57F (113923.150000 sec): 3 clusters
  Score: Raw -1221136.419755 + Penalty 3042.799637 = -1218093.620119
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 33 (2095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113923.220000 sec): 2 clusters
  Score: Raw -193413.647366 + Penalty 1242.687685 = -192170.959681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113923.270000 sec): 3 clusters
  Score: Raw -192548.185246 + Penalty 2485.375371 = -190062.809875
  nChanged 725
		SP:Iteration 1F (113923.310000 sec): 3 clusters
  Score: Raw -193048.061518 + Penalty 2485.375371 = -190562.686147
  nChanged 196
		SP:Iteration 2F (113923.360000 sec): 3 clusters
  Score: Raw -193255.856754 + Penalty 2485.375371 = -190770.481383
  nChanged 161
		SP:Iteration 3F (113923.400000 sec): 3 clusters
  Score: Raw -193463.596079 + Penalty 2485.375371 = -190978.220708
  nChanged 156
		SP:Iteration 4F (113923.450000 sec): 3 clusters
  Score: Raw -193693.749047 + Penalty 2485.375371 = -191208.373677
  nChanged 136
		SP:Iteration 5F (113923.490000 sec): 3 clusters
  Score: Raw -193871.784203 + Penalty 2485.375371 = -191386.408832
  nChanged 104
		SP:Iteration 6Q (113923.530000 sec): 3 clusters
  Score: Raw -193985.309988 + Penalty 2485.375371 = -191499.934617
  nChanged 74
		SP:Iteration 7Q (113923.570000 sec): 3 clusters
  Score: Raw -194067.558208 + Penalty 2485.375371 = -191582.182838
  nChanged 63
		SP:Iteration 8Q (113923.610000 sec): 3 clusters
  Score: Raw -194125.098834 + Penalty 2485.375371 = -191639.723463
  nChanged 48
		SP:Iteration 9Q (113923.650000 sec): 3 clusters
  Score: Raw -194166.357862 + Penalty 2485.375371 = -191680.982491
  nChanged 34
		SP:Iteration 10Q (113923.690000 sec): 3 clusters
  Score: Raw -194192.845938 + Penalty 2485.375371 = -191707.470567
  nChanged 24
		SP:Iteration 11Q (113923.740000 sec): 3 clusters
  Score: Raw -194210.672425 + Penalty 2485.375371 = -191725.297055
  nChanged 22
		SP:Iteration 12Q (113923.780000 sec): 3 clusters
  Score: Raw -194222.869561 + Penalty 2485.375371 = -191737.494190
  nChanged 13
		SP:Iteration 13Q (113923.820000 sec): 3 clusters
  Score: Raw -194230.016642 + Penalty 2485.375371 = -191744.641272
  nChanged 9
		SP:Iteration 14Q (113923.860000 sec): 3 clusters
  Score: Raw -194234.161189 + Penalty 2485.375371 = -191748.785819
  nChanged 5
		SP:Iteration 15Q (113923.900000 sec): 3 clusters
  Score: Raw -194237.651551 + Penalty 2485.375371 = -191752.276180
  nChanged 4
		SP:Iteration 16Q (113923.950000 sec): 3 clusters
  Score: Raw -194239.763007 + Penalty 2485.375371 = -191754.387637
  nChanged 1
		SP:Iteration 17Q (113923.990000 sec): 3 clusters
  Score: Raw -194239.979193 + Penalty 2485.375371 = -191754.603822
  nChanged 2
		SP:Iteration 18Q (113924.030000 sec): 3 clusters
  Score: Raw -194240.880018 + Penalty 2485.375371 = -191755.504647
  nChanged 1
		SP:Iteration 19Q (113924.070000 sec): 3 clusters
  Score: Raw -194241.167442 + Penalty 2485.375371 = -191755.792071
  nChanged 1
		SP:Iteration 20F (113924.110000 sec): 3 clusters
  Score: Raw -194241.850609 + Penalty 2485.375371 = -191756.475238
  nChanged 1
		SP:Iteration 21Q (113924.150000 sec): 3 clusters
  Score: Raw -194243.049394 + Penalty 2485.375371 = -191757.674023
  nChanged 3
		SP:Iteration 22Q (113924.190000 sec): 3 clusters
  Score: Raw -194244.483737 + Penalty 2485.375371 = -191759.108366
  nChanged 1
		SP:Iteration 23Q (113924.240000 sec): 3 clusters
  Score: Raw -194245.957248 + Penalty 2485.375371 = -191760.581877
  nChanged 3
		SP:Iteration 24Q (113924.280000 sec): 3 clusters
  Score: Raw -194247.395687 + Penalty 2485.375371 = -191762.020317
  nChanged 2
		SP:Iteration 25Q (113924.320000 sec): 3 clusters
  Score: Raw -194248.117702 + Penalty 2485.375371 = -191762.742331
  nChanged 0
		SP:Iteration 26F (113924.360000 sec): 3 clusters
  Score: Raw -194248.117702 + Penalty 2485.375371 = -191762.742331
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 34 (97192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113925.090000 sec): 2 clusters
  Score: Raw -10208804.106481 + Penalty 1866.222098 = -10206937.884383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113926.130000 sec): 3 clusters
  Score: Raw -10145984.218976 + Penalty 3732.444197 = -10142251.774779
  nChanged 46481
		SP:Iteration 1F (113927.150000 sec): 3 clusters
  Score: Raw -10173281.593309 + Penalty 3732.444197 = -10169549.149112
  nChanged 3805
		SP:Iteration 2Q (113928.220000 sec): 3 clusters
  Score: Raw -10174648.365721 + Penalty 3732.444197 = -10170915.921524
  nChanged 4349
		SP:Iteration 3Q (113929.260000 sec): 3 clusters
  Score: Raw -10176464.416272 + Penalty 3732.444197 = -10172731.972076
  nChanged 4819
		SP:Iteration 4Q (113930.270000 sec): 3 clusters
  Score: Raw -10178677.813718 + Penalty 3732.444197 = -10174945.369521
  nChanged 5163
		SP:Iteration 5F (113931.250000 sec): 3 clusters
  Score: Raw -10181328.256072 + Penalty 3732.444197 = -10177595.811875
  nChanged 5459
		SP:Iteration 6F (113932.250000 sec): 3 clusters
  Score: Raw -10184318.618509 + Penalty 3732.444197 = -10180586.174312
  nChanged 5416
		SP:Iteration 7F (113933.250000 sec): 3 clusters
  Score: Raw -10187387.555612 + Penalty 3732.444197 = -10183655.111415
  nChanged 5004
		SP:Iteration 8F (113934.280000 sec): 3 clusters
  Score: Raw -10190274.648943 + Penalty 3732.444197 = -10186542.204746
  nChanged 4443
		SP:Iteration 9Q (113935.310000 sec): 3 clusters
  Score: Raw -10192584.422200 + Penalty 3732.444197 = -10188851.978003
  nChanged 3379
		SP:Iteration 10Q (113936.330000 sec): 3 clusters
  Score: Raw -10193931.653575 + Penalty 3732.444197 = -10190199.209378
  nChanged 2494
		SP:Iteration 11Q (113937.350000 sec): 3 clusters
  Score: Raw -10194662.994086 + Penalty 3732.444197 = -10190930.549889
  nChanged 1790
		SP:Iteration 12Q (113938.360000 sec): 3 clusters
  Score: Raw -10195080.901153 + Penalty 3732.444197 = -10191348.456956
  nChanged 1383
		SP:Iteration 13Q (113939.360000 sec): 3 clusters
  Score: Raw -10195374.705192 + Penalty 3732.444197 = -10191642.260995
  nChanged 1294
		SP:Iteration 14Q (113940.370000 sec): 3 clusters
  Score: Raw -10195651.173495 + Penalty 3732.444197 = -10191918.729298
  nChanged 1266
		SP:Iteration 15Q (113941.390000 sec): 3 clusters
  Score: Raw -10195919.791623 + Penalty 3732.444197 = -10192187.347426
  nChanged 1284
		SP:Iteration 16Q (113942.390000 sec): 3 clusters
  Score: Raw -10196207.779175 + Penalty 3732.444197 = -10192475.334978
  nChanged 1363
		SP:Iteration 17Q (113943.400000 sec): 3 clusters
  Score: Raw -10196546.948968 + Penalty 3732.444197 = -10192814.504772
  nChanged 1457
		SP:Iteration 18Q (113944.420000 sec): 3 clusters
  Score: Raw -10196916.487609 + Penalty 3732.444197 = -10193184.043413
  nChanged 1481
		SP:Iteration 19Q (113945.430000 sec): 3 clusters
  Score: Raw -10197305.985894 + Penalty 3732.444197 = -10193573.541697
  nChanged 1562
		SP:Iteration 20F (113946.450000 sec): 3 clusters
  Score: Raw -10197727.931788 + Penalty 3732.444197 = -10193995.487591
  nChanged 1563
		SP:Iteration 21Q (113947.440000 sec): 3 clusters
  Score: Raw -10198154.113745 + Penalty 3732.444197 = -10194421.669548
  nChanged 1580
		SP:Iteration 22Q (113948.390000 sec): 3 clusters
  Score: Raw -10198621.214710 + Penalty 3732.444197 = -10194888.770513
  nChanged 1688
		SP:Iteration 23Q (113949.390000 sec): 3 clusters
  Score: Raw -10199158.707204 + Penalty 3732.444197 = -10195426.263008
  nChanged 1698
		SP:Iteration 24Q (113950.380000 sec): 3 clusters
  Score: Raw -10199700.881612 + Penalty 3732.444197 = -10195968.437416
  nChanged 1655
		SP:Iteration 25Q (113951.310000 sec): 3 clusters
  Score: Raw -10200254.212612 + Penalty 3732.444197 = -10196521.768415
  nChanged 1695
		SP:Iteration 26Q (113952.280000 sec): 3 clusters
  Score: Raw -10200853.693527 + Penalty 3732.444197 = -10197121.249330
  nChanged 1686
		SP:Iteration 27Q (113953.220000 sec): 3 clusters
  Score: Raw -10201473.193315 + Penalty 3732.444197 = -10197740.749118
  nChanged 1654
		SP:Iteration 28Q (113954.140000 sec): 3 clusters
  Score: Raw -10202095.950645 + Penalty 3732.444197 = -10198363.506448
  nChanged 1584
		SP:Iteration 29Q (113955.070000 sec): 3 clusters
  Score: Raw -10202719.313105 + Penalty 3732.444197 = -10198986.868908
  nChanged 1537
		SP:Iteration 30Q (113956.010000 sec): 3 clusters
  Score: Raw -10203354.366766 + Penalty 3732.444197 = -10199621.922569
  nChanged 1463
		SP:Iteration 31Q (113956.920000 sec): 3 clusters
  Score: Raw -10203980.942215 + Penalty 3732.444197 = -10200248.498018
  nChanged 1340
		SP:Iteration 32Q (113957.830000 sec): 3 clusters
  Score: Raw -10204565.351030 + Penalty 3732.444197 = -10200832.906833
  nChanged 1247
		SP:Iteration 33Q (113958.730000 sec): 3 clusters
  Score: Raw -10205121.057982 + Penalty 3732.444197 = -10201388.613786
  nChanged 1151
		SP:Iteration 34Q (113959.620000 sec): 3 clusters
  Score: Raw -10205638.393782 + Penalty 3732.444197 = -10201905.949586
  nChanged 1035
		SP:Iteration 35Q (113960.510000 sec): 3 clusters
  Score: Raw -10206110.454201 + Penalty 3732.444197 = -10202378.010004
  nChanged 916
		SP:Iteration 36Q (113961.430000 sec): 3 clusters
  Score: Raw -10206537.821029 + Penalty 3732.444197 = -10202805.376832
  nChanged 842
		SP:Iteration 37Q (113962.340000 sec): 3 clusters
  Score: Raw -10206966.879257 + Penalty 3732.444197 = -10203234.435060
  nChanged 753
		SP:Iteration 38Q (113963.250000 sec): 3 clusters
  Score: Raw -10207366.473553 + Penalty 3732.444197 = -10203634.029356
  nChanged 673
		SP:Iteration 39Q (113964.160000 sec): 3 clusters
  Score: Raw -10207722.745375 + Penalty 3732.444197 = -10203990.301178
  nChanged 532
		SP:Iteration 40F (113965.180000 sec): 3 clusters
  Score: Raw -10208016.967398 + Penalty 3732.444197 = -10204284.523201
  nChanged 486
		SP:Iteration 41Q (113966.040000 sec): 3 clusters
  Score: Raw -10208283.532930 + Penalty 3732.444197 = -10204551.088733
  nChanged 378
		SP:Iteration 42Q (113966.930000 sec): 3 clusters
  Score: Raw -10208468.857706 + Penalty 3732.444197 = -10204736.413509
  nChanged 289
		SP:Iteration 43Q (113967.820000 sec): 3 clusters
  Score: Raw -10208611.644627 + Penalty 3732.444197 = -10204879.200431
  nChanged 261
		SP:Iteration 44Q (113968.720000 sec): 3 clusters
  Score: Raw -10208745.561146 + Penalty 3732.444197 = -10205013.116950
  nChanged 228
		SP:Iteration 45Q (113969.560000 sec): 3 clusters
  Score: Raw -10208881.635543 + Penalty 3732.444197 = -10205149.191346
  nChanged 215
		SP:Iteration 46Q (113970.450000 sec): 3 clusters
  Score: Raw -10209004.293658 + Penalty 3732.444197 = -10205271.849461
  nChanged 155
		SP:Iteration 47Q (113971.340000 sec): 3 clusters
  Score: Raw -10209070.961962 + Penalty 3732.444197 = -10205338.517765
  nChanged 110
		SP:Iteration 48Q (113972.190000 sec): 3 clusters
  Score: Raw -10209118.595885 + Penalty 3732.444197 = -10205386.151688
  nChanged 111
		SP:Iteration 49Q (113973.080000 sec): 3 clusters
  Score: Raw -10209164.826743 + Penalty 3732.444197 = -10205432.382546
  nChanged 95
		SP:Iteration 50Q (113973.960000 sec): 3 clusters
  Score: Raw -10209201.306637 + Penalty 3732.444197 = -10205468.862440
  nChanged 76
		SP:Iteration 51Q (113974.810000 sec): 3 clusters
  Score: Raw -10209227.473332 + Penalty 3732.444197 = -10205495.029135
  nChanged 72
		SP:Iteration 52Q (113975.700000 sec): 3 clusters
  Score: Raw -10209252.591563 + Penalty 3732.444197 = -10205520.147366
  nChanged 55
		SP:Iteration 53Q (113976.580000 sec): 3 clusters
  Score: Raw -10209271.336272 + Penalty 3732.444197 = -10205538.892075
  nChanged 47
		SP:Iteration 54Q (113977.420000 sec): 3 clusters
  Score: Raw -10209289.225114 + Penalty 3732.444197 = -10205556.780918
  nChanged 48
		SP:Iteration 55Q (113978.310000 sec): 3 clusters
  Score: Raw -10209307.749824 + Penalty 3732.444197 = -10205575.305627
  nChanged 34
		SP:Iteration 56Q (113979.210000 sec): 3 clusters
  Score: Raw -10209318.640252 + Penalty 3732.444197 = -10205586.196055
  nChanged 33
		SP:Iteration 57Q (113980.050000 sec): 3 clusters
  Score: Raw -10209329.753660 + Penalty 3732.444197 = -10205597.309463
  nChanged 31
		SP:Iteration 58Q (113980.920000 sec): 3 clusters
  Score: Raw -10209338.610705 + Penalty 3732.444197 = -10205606.166508
  nChanged 26
		SP:Iteration 59Q (113981.820000 sec): 3 clusters
  Score: Raw -10209345.899118 + Penalty 3732.444197 = -10205613.454921
  nChanged 18
		SP:Iteration 60F (113982.770000 sec): 3 clusters
  Score: Raw -10209350.556473 + Penalty 3732.444197 = -10205618.112277
  nChanged 14
		SP:Iteration 61Q (113983.660000 sec): 3 clusters
  Score: Raw -10209353.593430 + Penalty 3732.444197 = -10205621.149233
  nChanged 14
		SP:Iteration 62Q (113984.500000 sec): 3 clusters
  Score: Raw -10209357.533819 + Penalty 3732.444197 = -10205625.089622
  nChanged 13
		SP:Iteration 63Q (113985.390000 sec): 3 clusters
  Score: Raw -10209360.694518 + Penalty 3732.444197 = -10205628.250321
  nChanged 7
		SP:Iteration 64Q (113986.220000 sec): 3 clusters
  Score: Raw -10209362.470145 + Penalty 3732.444197 = -10205630.025948
  nChanged 7
		SP:Iteration 65Q (113987.090000 sec): 3 clusters
  Score: Raw -10209364.456971 + Penalty 3732.444197 = -10205632.012774
  nChanged 6
		SP:Iteration 66Q (113987.990000 sec): 3 clusters
  Score: Raw -10209366.221840 + Penalty 3732.444197 = -10205633.777644
  nChanged 8
		SP:Iteration 67Q (113988.830000 sec): 3 clusters
  Score: Raw -10209368.148875 + Penalty 3732.444197 = -10205635.704678
  nChanged 10
		SP:Iteration 68Q (113989.720000 sec): 3 clusters
  Score: Raw -10209369.945563 + Penalty 3732.444197 = -10205637.501366
  nChanged 2
		SP:Iteration 69Q (113990.610000 sec): 3 clusters
  Score: Raw -10209370.409814 + Penalty 3732.444197 = -10205637.965617
  nChanged 5
		SP:Iteration 70Q (113991.450000 sec): 3 clusters
  Score: Raw -10209371.426998 + Penalty 3732.444197 = -10205638.982801
  nChanged 0
		SP:Iteration 71F (113992.450000 sec): 3 clusters
  Score: Raw -10209371.426998 + Penalty 3732.444197 = -10205638.982801
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 35 (7843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113992.520000 sec): 2 clusters
  Score: Raw -744480.743240 + Penalty 1457.198713 = -743023.544527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113992.680000 sec): 3 clusters
  Score: Raw -740188.425579 + Penalty 2914.397425 = -737274.028154
  nChanged 3260
		SP:Iteration 1F (113992.800000 sec): 3 clusters
  Score: Raw -742043.468462 + Penalty 2914.397425 = -739129.071036
  nChanged 641
		SP:Iteration 2F (113992.930000 sec): 3 clusters
  Score: Raw -742473.131246 + Penalty 2914.397425 = -739558.733820
  nChanged 560
		SP:Iteration 3F (113993.050000 sec): 3 clusters
  Score: Raw -742876.986094 + Penalty 2914.397425 = -739962.588669
  nChanged 497
		SP:Iteration 4F (113993.180000 sec): 3 clusters
  Score: Raw -743223.078878 + Penalty 2914.397425 = -740308.681453
  nChanged 403
		SP:Iteration 5F (113993.310000 sec): 3 clusters
  Score: Raw -743483.749122 + Penalty 2914.397425 = -740569.351697
  nChanged 347
		SP:Iteration 6Q (113993.440000 sec): 3 clusters
  Score: Raw -743692.896772 + Penalty 2914.397425 = -740778.499347
  nChanged 302
		SP:Iteration 7Q (113993.560000 sec): 3 clusters
  Score: Raw -743860.512217 + Penalty 2914.397425 = -740946.114792
  nChanged 268
		SP:Iteration 8Q (113993.690000 sec): 3 clusters
  Score: Raw -744007.156531 + Penalty 2914.397425 = -741092.759106
  nChanged 233
		SP:Iteration 9Q (113993.810000 sec): 3 clusters
  Score: Raw -744134.764017 + Penalty 2914.397425 = -741220.366592
  nChanged 206
		SP:Iteration 10Q (113993.930000 sec): 3 clusters
  Score: Raw -744239.024529 + Penalty 2914.397425 = -741324.627103
  nChanged 214
		SP:Iteration 11Q (113994.050000 sec): 3 clusters
  Score: Raw -744341.051572 + Penalty 2914.397425 = -741426.654146
  nChanged 198
		SP:Iteration 12Q (113994.180000 sec): 3 clusters
  Score: Raw -744420.633713 + Penalty 2914.397425 = -741506.236288
  nChanged 146
		SP:Iteration 13Q (113994.310000 sec): 3 clusters
  Score: Raw -744484.652958 + Penalty 2914.397425 = -741570.255532
  nChanged 152
		SP:Iteration 14Q (113994.430000 sec): 3 clusters
  Score: Raw -744555.759396 + Penalty 2914.397425 = -741641.361971
  nChanged 141
		SP:Iteration 15Q (113994.560000 sec): 3 clusters
  Score: Raw -744618.864352 + Penalty 2914.397425 = -741704.466927
  nChanged 130
		SP:Iteration 16Q (113994.690000 sec): 3 clusters
  Score: Raw -744674.479925 + Penalty 2914.397425 = -741760.082500
  nChanged 115
		SP:Iteration 17Q (113994.820000 sec): 3 clusters
  Score: Raw -744727.043378 + Penalty 2914.397425 = -741812.645953
  nChanged 108
		SP:Iteration 18Q (113994.950000 sec): 3 clusters
  Score: Raw -744770.689754 + Penalty 2914.397425 = -741856.292329
  nChanged 99
		SP:Iteration 19Q (113995.070000 sec): 3 clusters
  Score: Raw -744805.488783 + Penalty 2914.397425 = -741891.091358
  nChanged 72
		SP:Iteration 20F (113995.200000 sec): 3 clusters
  Score: Raw -744830.054318 + Penalty 2914.397425 = -741915.656893
  nChanged 73
		SP:Iteration 21Q (113995.330000 sec): 3 clusters
  Score: Raw -744853.886791 + Penalty 2914.397425 = -741939.489366
  nChanged 63
		SP:Iteration 22Q (113995.450000 sec): 3 clusters
  Score: Raw -744872.071705 + Penalty 2914.397425 = -741957.674280
  nChanged 50
		SP:Iteration 23Q (113995.580000 sec): 3 clusters
  Score: Raw -744887.134002 + Penalty 2914.397425 = -741972.736577
  nChanged 45
		SP:Iteration 24Q (113995.710000 sec): 3 clusters
  Score: Raw -744899.008345 + Penalty 2914.397425 = -741984.610920
  nChanged 32
		SP:Iteration 25Q (113995.840000 sec): 3 clusters
  Score: Raw -744905.875551 + Penalty 2914.397425 = -741991.478126
  nChanged 30
		SP:Iteration 26Q (113995.970000 sec): 3 clusters
  Score: Raw -744912.249512 + Penalty 2914.397425 = -741997.852087
  nChanged 22
		SP:Iteration 27Q (113996.090000 sec): 3 clusters
  Score: Raw -744917.315191 + Penalty 2914.397425 = -742002.917766
  nChanged 24
		SP:Iteration 28Q (113996.220000 sec): 3 clusters
  Score: Raw -744921.603379 + Penalty 2914.397425 = -742007.205954
  nChanged 20
		SP:Iteration 29Q (113996.350000 sec): 3 clusters
  Score: Raw -744924.936689 + Penalty 2914.397425 = -742010.539264
  nChanged 19
		SP:Iteration 30Q (113996.470000 sec): 3 clusters
  Score: Raw -744928.554089 + Penalty 2914.397425 = -742014.156664
  nChanged 16
		SP:Iteration 31Q (113996.600000 sec): 3 clusters
  Score: Raw -744931.480370 + Penalty 2914.397425 = -742017.082945
  nChanged 18
		SP:Iteration 32Q (113996.730000 sec): 3 clusters
  Score: Raw -744934.221735 + Penalty 2914.397425 = -742019.824309
  nChanged 18
		SP:Iteration 33Q (113996.850000 sec): 3 clusters
  Score: Raw -744937.117573 + Penalty 2914.397425 = -742022.720148
  nChanged 26
		SP:Iteration 34Q (113996.970000 sec): 3 clusters
  Score: Raw -744942.148014 + Penalty 2914.397425 = -742027.750589
  nChanged 30
		SP:Iteration 35Q (113997.090000 sec): 3 clusters
  Score: Raw -744948.649739 + Penalty 2914.397425 = -742034.252314
  nChanged 28
		SP:Iteration 36Q (113997.210000 sec): 3 clusters
  Score: Raw -744954.838145 + Penalty 2914.397425 = -742040.440719
  nChanged 35
		SP:Iteration 37Q (113997.330000 sec): 3 clusters
  Score: Raw -744965.129304 + Penalty 2914.397425 = -742050.731879
  nChanged 44
		SP:Iteration 38Q (113997.450000 sec): 3 clusters
  Score: Raw -744978.986364 + Penalty 2914.397425 = -742064.588939
  nChanged 41
		SP:Iteration 39Q (113997.570000 sec): 3 clusters
  Score: Raw -744993.099102 + Penalty 2914.397425 = -742078.701677
  nChanged 44
		SP:Iteration 40F (113997.700000 sec): 3 clusters
  Score: Raw -745004.196711 + Penalty 2914.397425 = -742089.799286
  nChanged 37
		SP:Iteration 41Q (113997.830000 sec): 3 clusters
  Score: Raw -745013.730497 + Penalty 2914.397425 = -742099.333072
  nChanged 36
		SP:Iteration 42Q (113997.960000 sec): 3 clusters
  Score: Raw -745022.501287 + Penalty 2914.397425 = -742108.103862
  nChanged 37
		SP:Iteration 43Q (113998.080000 sec): 3 clusters
  Score: Raw -745031.995431 + Penalty 2914.397425 = -742117.598006
  nChanged 39
		SP:Iteration 44Q (113998.210000 sec): 3 clusters
  Score: Raw -745041.652986 + Penalty 2914.397425 = -742127.255561
  nChanged 36
		SP:Iteration 45Q (113998.340000 sec): 3 clusters
  Score: Raw -745050.180777 + Penalty 2914.397425 = -742135.783352
  nChanged 35
		SP:Iteration 46Q (113998.460000 sec): 3 clusters
  Score: Raw -745057.319788 + Penalty 2914.397425 = -742142.922362
  nChanged 34
		SP:Iteration 47Q (113998.590000 sec): 3 clusters
  Score: Raw -745065.260103 + Penalty 2914.397425 = -742150.862678
  nChanged 40
		SP:Iteration 48Q (113998.720000 sec): 3 clusters
  Score: Raw -745074.999891 + Penalty 2914.397425 = -742160.602465
  nChanged 41
		SP:Iteration 49Q (113998.840000 sec): 3 clusters
  Score: Raw -745084.782317 + Penalty 2914.397425 = -742170.384892
  nChanged 27
		SP:Iteration 50Q (113998.970000 sec): 3 clusters
  Score: Raw -745090.241058 + Penalty 2914.397425 = -742175.843633
  nChanged 24
		SP:Iteration 51Q (113999.100000 sec): 3 clusters
  Score: Raw -745095.063827 + Penalty 2914.397425 = -742180.666402
  nChanged 26
		SP:Iteration 52Q (113999.220000 sec): 3 clusters
  Score: Raw -745100.769660 + Penalty 2914.397425 = -742186.372235
  nChanged 26
		SP:Iteration 53Q (113999.350000 sec): 3 clusters
  Score: Raw -745104.904811 + Penalty 2914.397425 = -742190.507386
  nChanged 17
		SP:Iteration 54Q (113999.480000 sec): 3 clusters
  Score: Raw -745108.311488 + Penalty 2914.397425 = -742193.914063
  nChanged 14
		SP:Iteration 55Q (113999.600000 sec): 3 clusters
  Score: Raw -745110.684901 + Penalty 2914.397425 = -742196.287476
  nChanged 11
		SP:Iteration 56Q (113999.730000 sec): 3 clusters
  Score: Raw -745113.067399 + Penalty 2914.397425 = -742198.669974
  nChanged 14
		SP:Iteration 57Q (113999.860000 sec): 3 clusters
  Score: Raw -745115.685403 + Penalty 2914.397425 = -742201.287978
  nChanged 15
		SP:Iteration 58Q (113999.990000 sec): 3 clusters
  Score: Raw -745118.443303 + Penalty 2914.397425 = -742204.045877
  nChanged 20
		SP:Iteration 59Q (114000.120000 sec): 3 clusters
  Score: Raw -745122.643723 + Penalty 2914.397425 = -742208.246297
  nChanged 29
		SP:Iteration 60F (114000.240000 sec): 3 clusters
  Score: Raw -745129.682944 + Penalty 2914.397425 = -742215.285518
  nChanged 33
		SP:Iteration 61Q (114000.370000 sec): 3 clusters
  Score: Raw -745138.855950 + Penalty 2914.397425 = -742224.458525
  nChanged 32
		SP:Iteration 62Q (114000.500000 sec): 3 clusters
  Score: Raw -745146.913825 + Penalty 2914.397425 = -742232.516400
  nChanged 34
		SP:Iteration 63Q (114000.630000 sec): 3 clusters
  Score: Raw -745154.991144 + Penalty 2914.397425 = -742240.593718
  nChanged 32
		SP:Iteration 64Q (114000.750000 sec): 3 clusters
  Score: Raw -745162.422802 + Penalty 2914.397425 = -742248.025377
  nChanged 27
		SP:Iteration 65Q (114000.880000 sec): 3 clusters
  Score: Raw -745169.935526 + Penalty 2914.397425 = -742255.538101
  nChanged 31
		SP:Iteration 66Q (114001.010000 sec): 3 clusters
  Score: Raw -745178.122635 + Penalty 2914.397425 = -742263.725210
  nChanged 32
		SP:Iteration 67Q (114001.120000 sec): 3 clusters
  Score: Raw -745188.763870 + Penalty 2914.397425 = -742274.366444
  nChanged 34
		SP:Iteration 68Q (114001.250000 sec): 3 clusters
  Score: Raw -745197.987774 + Penalty 2914.397425 = -742283.590349
  nChanged 34
		SP:Iteration 69Q (114001.370000 sec): 3 clusters
  Score: Raw -745205.731708 + Penalty 2914.397425 = -742291.334282
  nChanged 33
		SP:Iteration 70Q (114001.490000 sec): 3 clusters
  Score: Raw -745213.291397 + Penalty 2914.397425 = -742298.893972
  nChanged 33
		SP:Iteration 71Q (114001.600000 sec): 3 clusters
  Score: Raw -745219.529000 + Penalty 2914.397425 = -742305.131575
  nChanged 27
		SP:Iteration 72Q (114001.720000 sec): 3 clusters
  Score: Raw -745225.421098 + Penalty 2914.397425 = -742311.023673
  nChanged 29
		SP:Iteration 73Q (114001.850000 sec): 3 clusters
  Score: Raw -745231.391579 + Penalty 2914.397425 = -742316.994154
  nChanged 26
		SP:Iteration 74Q (114001.960000 sec): 3 clusters
  Score: Raw -745236.970364 + Penalty 2914.397425 = -742322.572938
  nChanged 24
		SP:Iteration 75Q (114002.080000 sec): 3 clusters
  Score: Raw -745242.067348 + Penalty 2914.397425 = -742327.669923
  nChanged 16
		SP:Iteration 76Q (114002.200000 sec): 3 clusters
  Score: Raw -745245.716130 + Penalty 2914.397425 = -742331.318704
  nChanged 12
		SP:Iteration 77Q (114002.330000 sec): 3 clusters
  Score: Raw -745248.268406 + Penalty 2914.397425 = -742333.870981
  nChanged 13
		SP:Iteration 78Q (114002.450000 sec): 3 clusters
  Score: Raw -745250.893964 + Penalty 2914.397425 = -742336.496538
  nChanged 8
		SP:Iteration 79Q (114002.580000 sec): 3 clusters
  Score: Raw -745252.162620 + Penalty 2914.397425 = -742337.765195
  nChanged 5
		SP:Iteration 80F (114002.710000 sec): 3 clusters
  Score: Raw -745253.096361 + Penalty 2914.397425 = -742338.698936
  nChanged 6
		SP:Iteration 81Q (114002.840000 sec): 3 clusters
  Score: Raw -745253.649684 + Penalty 2914.397425 = -742339.252259
  nChanged 6
		SP:Iteration 82Q (114002.970000 sec): 3 clusters
  Score: Raw -745254.537566 + Penalty 2914.397425 = -742340.140141
  nChanged 7
		SP:Iteration 83Q (114003.100000 sec): 3 clusters
  Score: Raw -745255.078890 + Penalty 2914.397425 = -742340.681465
  nChanged 3
		SP:Iteration 84Q (114003.230000 sec): 3 clusters
  Score: Raw -745255.672856 + Penalty 2914.397425 = -742341.275431
  nChanged 6
		SP:Iteration 85Q (114003.360000 sec): 3 clusters
  Score: Raw -745256.554690 + Penalty 2914.397425 = -742342.157265
  nChanged 8
		SP:Iteration 86Q (114003.490000 sec): 3 clusters
  Score: Raw -745257.566416 + Penalty 2914.397425 = -742343.168991
  nChanged 9
		SP:Iteration 87Q (114003.620000 sec): 3 clusters
  Score: Raw -745259.223954 + Penalty 2914.397425 = -742344.826529
  nChanged 12
		SP:Iteration 88Q (114003.750000 sec): 3 clusters
  Score: Raw -745260.960531 + Penalty 2914.397425 = -742346.563106
  nChanged 9
		SP:Iteration 89Q (114003.880000 sec): 3 clusters
  Score: Raw -745262.398567 + Penalty 2914.397425 = -742348.001142
  nChanged 7
		SP:Iteration 90Q (114004.010000 sec): 3 clusters
  Score: Raw -745263.167529 + Penalty 2914.397425 = -742348.770104
  nChanged 7
		SP:Iteration 91Q (114004.140000 sec): 3 clusters
  Score: Raw -745263.978283 + Penalty 2914.397425 = -742349.580858
  nChanged 7
		SP:Iteration 92Q (114004.270000 sec): 3 clusters
  Score: Raw -745265.162862 + Penalty 2914.397425 = -742350.765437
  nChanged 8
		SP:Iteration 93Q (114004.390000 sec): 3 clusters
  Score: Raw -745265.917298 + Penalty 2914.397425 = -742351.519873
  nChanged 4
		SP:Iteration 94Q (114004.530000 sec): 3 clusters
  Score: Raw -745266.351807 + Penalty 2914.397425 = -742351.954381
  nChanged 6
		SP:Iteration 95Q (114004.650000 sec): 3 clusters
  Score: Raw -745267.189048 + Penalty 2914.397425 = -742352.791623
  nChanged 12
		SP:Iteration 96Q (114004.780000 sec): 3 clusters
  Score: Raw -745269.374742 + Penalty 2914.397425 = -742354.977316
  nChanged 10
		SP:Iteration 97Q (114004.910000 sec): 3 clusters
  Score: Raw -745271.718610 + Penalty 2914.397425 = -742357.321185
  nChanged 12
		SP:Iteration 98Q (114005.040000 sec): 3 clusters
  Score: Raw -745273.870691 + Penalty 2914.397425 = -742359.473266
  nChanged 9
		SP:Iteration 99Q (114005.170000 sec): 3 clusters
  Score: Raw -745275.449435 + Penalty 2914.397425 = -742361.052010
  nChanged 7
		SP:Iteration 100F (114005.290000 sec): 3 clusters
  Score: Raw -745276.489977 + Penalty 2914.397425 = -742362.092552
  nChanged 10
		SP:Iteration 101Q (114005.410000 sec): 3 clusters
  Score: Raw -745278.132556 + Penalty 2914.397425 = -742363.735131
  nChanged 3
		SP:Iteration 102Q (114005.530000 sec): 3 clusters
  Score: Raw -745278.547276 + Penalty 2914.397425 = -742364.149851
  nChanged 1
		SP:Iteration 103Q (114005.650000 sec): 3 clusters
  Score: Raw -745278.684160 + Penalty 2914.397425 = -742364.286734
  nChanged 0
		SP:Iteration 104F (114005.770000 sec): 3 clusters
  Score: Raw -745278.684160 + Penalty 2914.397425 = -742364.286734
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 36 (5293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114005.850000 sec): 2 clusters
  Score: Raw -560222.288366 + Penalty 1393.297827 = -558828.990540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114005.990000 sec): 3 clusters
  Score: Raw -557450.271045 + Penalty 2786.595653 = -554663.675392
  nChanged 2178
		SP:Iteration 1F (114006.090000 sec): 3 clusters
  Score: Raw -558639.766584 + Penalty 2786.595653 = -555853.170931
  nChanged 347
		SP:Iteration 2F (114006.190000 sec): 3 clusters
  Score: Raw -558828.721613 + Penalty 2786.595653 = -556042.125960
  nChanged 266
		SP:Iteration 3F (114006.290000 sec): 3 clusters
  Score: Raw -558964.266883 + Penalty 2786.595653 = -556177.671230
  nChanged 214
		SP:Iteration 4Q (114006.390000 sec): 3 clusters
  Score: Raw -559068.019193 + Penalty 2786.595653 = -556281.423540
  nChanged 191
		SP:Iteration 5Q (114006.500000 sec): 3 clusters
  Score: Raw -559155.880847 + Penalty 2786.595653 = -556369.285193
  nChanged 154
		SP:Iteration 6Q (114006.600000 sec): 3 clusters
  Score: Raw -559222.269018 + Penalty 2786.595653 = -556435.673364
  nChanged 145
		SP:Iteration 7Q (114006.700000 sec): 3 clusters
  Score: Raw -559280.838891 + Penalty 2786.595653 = -556494.243238
  nChanged 127
		SP:Iteration 8Q (114006.810000 sec): 3 clusters
  Score: Raw -559333.109241 + Penalty 2786.595653 = -556546.513588
  nChanged 131
		SP:Iteration 9Q (114006.910000 sec): 3 clusters
  Score: Raw -559383.664451 + Penalty 2786.595653 = -556597.068798
  nChanged 126
		SP:Iteration 10Q (114007.010000 sec): 3 clusters
  Score: Raw -559434.597255 + Penalty 2786.595653 = -556648.001602
  nChanged 133
		SP:Iteration 11Q (114007.110000 sec): 3 clusters
  Score: Raw -559495.160782 + Penalty 2786.595653 = -556708.565129
  nChanged 147
		SP:Iteration 12Q (114007.210000 sec): 3 clusters
  Score: Raw -559582.957896 + Penalty 2786.595653 = -556796.362243
  nChanged 146
		SP:Iteration 13Q (114007.310000 sec): 3 clusters
  Score: Raw -559720.915397 + Penalty 2786.595653 = -556934.319744
  nChanged 180
		SP:Iteration 14Q (114007.420000 sec): 3 clusters
  Score: Raw -559954.179997 + Penalty 2786.595653 = -557167.584344
  nChanged 193
		SP:Iteration 15Q (114007.520000 sec): 3 clusters
  Score: Raw -560213.180990 + Penalty 2786.595653 = -557426.585336
  nChanged 184
		SP:Iteration 16Q (114007.620000 sec): 3 clusters
  Score: Raw -560368.740863 + Penalty 2786.595653 = -557582.145209
  nChanged 155
		SP:Iteration 17Q (114007.710000 sec): 3 clusters
  Score: Raw -560463.221410 + Penalty 2786.595653 = -557676.625757
  nChanged 122
		SP:Iteration 18Q (114007.810000 sec): 3 clusters
  Score: Raw -560528.806240 + Penalty 2786.595653 = -557742.210587
  nChanged 84
		SP:Iteration 19Q (114007.910000 sec): 3 clusters
  Score: Raw -560571.220307 + Penalty 2786.595653 = -557784.624654
  nChanged 86
		SP:Iteration 20F (114008.010000 sec): 3 clusters
  Score: Raw -560615.501961 + Penalty 2786.595653 = -557828.906307
  nChanged 80
		SP:Iteration 21Q (114008.110000 sec): 3 clusters
  Score: Raw -560655.784634 + Penalty 2786.595653 = -557869.188980
  nChanged 61
		SP:Iteration 22Q (114008.210000 sec): 3 clusters
  Score: Raw -560687.133614 + Penalty 2786.595653 = -557900.537960
  nChanged 62
		SP:Iteration 23Q (114008.310000 sec): 3 clusters
  Score: Raw -560716.184541 + Penalty 2786.595653 = -557929.588887
  nChanged 51
		SP:Iteration 24Q (114008.410000 sec): 3 clusters
  Score: Raw -560747.553616 + Penalty 2786.595653 = -557960.957962
  nChanged 58
		SP:Iteration 25Q (114008.500000 sec): 3 clusters
  Score: Raw -560781.520257 + Penalty 2786.595653 = -557994.924604
  nChanged 56
		SP:Iteration 26Q (114008.600000 sec): 3 clusters
  Score: Raw -560811.332498 + Penalty 2786.595653 = -558024.736844
  nChanged 60
		SP:Iteration 27Q (114008.700000 sec): 3 clusters
  Score: Raw -560853.099495 + Penalty 2786.595653 = -558066.503842
  nChanged 66
		SP:Iteration 28Q (114008.790000 sec): 3 clusters
  Score: Raw -560901.444701 + Penalty 2786.595653 = -558114.849048
  nChanged 68
		SP:Iteration 29Q (114008.890000 sec): 3 clusters
  Score: Raw -560963.202276 + Penalty 2786.595653 = -558176.606622
  nChanged 86
		SP:Iteration 30Q (114008.990000 sec): 3 clusters
  Score: Raw -561055.784715 + Penalty 2786.595653 = -558269.189062
  nChanged 84
		SP:Iteration 31Q (114009.090000 sec): 3 clusters
  Score: Raw -561172.329527 + Penalty 2786.595653 = -558385.733874
  nChanged 105
		SP:Iteration 32Q (114009.180000 sec): 3 clusters
  Score: Raw -561306.208666 + Penalty 2786.595653 = -558519.613013
  nChanged 92
		SP:Iteration 33Q (114009.270000 sec): 3 clusters
  Score: Raw -561409.763574 + Penalty 2786.595653 = -558623.167921
  nChanged 58
		SP:Iteration 34Q (114009.370000 sec): 3 clusters
  Score: Raw -561453.171295 + Penalty 2786.595653 = -558666.575642
  nChanged 35
		SP:Iteration 35Q (114009.460000 sec): 3 clusters
  Score: Raw -561479.180083 + Penalty 2786.595653 = -558692.584430
  nChanged 26
		SP:Iteration 36Q (114009.550000 sec): 3 clusters
  Score: Raw -561493.986428 + Penalty 2786.595653 = -558707.390775
  nChanged 20
		SP:Iteration 37Q (114009.640000 sec): 3 clusters
  Score: Raw -561503.840636 + Penalty 2786.595653 = -558717.244982
  nChanged 14
		SP:Iteration 38Q (114009.730000 sec): 3 clusters
  Score: Raw -561509.083376 + Penalty 2786.595653 = -558722.487722
  nChanged 5
		SP:Iteration 39Q (114009.830000 sec): 3 clusters
  Score: Raw -561510.570249 + Penalty 2786.595653 = -558723.974596
  nChanged 2
		SP:Iteration 40F (114009.930000 sec): 3 clusters
  Score: Raw -561510.995207 + Penalty 2786.595653 = -558724.399554
  nChanged 1
		SP:Iteration 41Q (114010.020000 sec): 3 clusters
  Score: Raw -561511.322554 + Penalty 2786.595653 = -558724.726901
  nChanged 0
		SP:Iteration 42F (114010.120000 sec): 3 clusters
  Score: Raw -561511.322554 + Penalty 2786.595653 = -558724.726901
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 37 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114010.180000 sec): 2 clusters
  Score: Raw -72161.980825 + Penalty 1093.596411 = -71068.384414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114010.190000 sec): 3 clusters
  Score: Raw -71952.797894 + Penalty 2187.192823 = -69765.605071
  nChanged 252
		SP:Iteration 1F (114010.210000 sec): 3 clusters
  Score: Raw -72266.294861 + Penalty 2187.192823 = -70079.102038
  nChanged 82
		SP:Iteration 2F (114010.230000 sec): 3 clusters
  Score: Raw -72425.594696 + Penalty 2187.192823 = -70238.401874
  nChanged 55
		SP:Iteration 3F (114010.240000 sec): 3 clusters
  Score: Raw -72532.636298 + Penalty 2187.192823 = -70345.443476
  nChanged 37
		SP:Iteration 4Q (114010.260000 sec): 3 clusters
  Score: Raw -72613.418973 + Penalty 2187.192823 = -70426.226150
  nChanged 35
		SP:Iteration 5Q (114010.270000 sec): 3 clusters
  Score: Raw -72677.586513 + Penalty 2187.192823 = -70490.393690
  nChanged 20
		SP:Iteration 6Q (114010.290000 sec): 3 clusters
  Score: Raw -72709.790377 + Penalty 2187.192823 = -70522.597554
  nChanged 10
		SP:Iteration 7Q (114010.310000 sec): 3 clusters
  Score: Raw -72725.007309 + Penalty 2187.192823 = -70537.814486
  nChanged 11
		SP:Iteration 8Q (114010.320000 sec): 3 clusters
  Score: Raw -72735.000358 + Penalty 2187.192823 = -70547.807535
  nChanged 7
		SP:Iteration 9Q (114010.340000 sec): 3 clusters
  Score: Raw -72748.120203 + Penalty 2187.192823 = -70560.927380
  nChanged 6
		SP:Iteration 10Q (114010.350000 sec): 3 clusters
  Score: Raw -72756.900757 + Penalty 2187.192823 = -70569.707934
  nChanged 5
		SP:Iteration 11Q (114010.370000 sec): 3 clusters
  Score: Raw -72766.580231 + Penalty 2187.192823 = -70579.387408
  nChanged 0
		SP:Iteration 12F (114010.390000 sec): 3 clusters
  Score: Raw -72766.580231 + Penalty 2187.192823 = -70579.387408
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 38 (12947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114010.570000 sec): 2 clusters
  Score: Raw -1356824.554631 + Penalty 1538.650649 = -1355285.903981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114010.770000 sec): 3 clusters
  Score: Raw -1349374.409107 + Penalty 3077.301299 = -1346297.107808
  nChanged 5683
		SP:Iteration 1F (114010.970000 sec): 3 clusters
  Score: Raw -1352687.816833 + Penalty 3077.301299 = -1349610.515535
  nChanged 1116
		SP:Iteration 2F (114011.170000 sec): 3 clusters
  Score: Raw -1353541.297033 + Penalty 3077.301299 = -1350463.995735
  nChanged 1180
		SP:Iteration 3F (114011.370000 sec): 3 clusters
  Score: Raw -1354463.437107 + Penalty 3077.301299 = -1351386.135808
  nChanged 988
		SP:Iteration 4F (114011.580000 sec): 3 clusters
  Score: Raw -1355147.694634 + Penalty 3077.301299 = -1352070.393336
  nChanged 716
		SP:Iteration 5F (114011.770000 sec): 3 clusters
  Score: Raw -1355525.942085 + Penalty 3077.301299 = -1352448.640787
  nChanged 503
		SP:Iteration 6Q (114011.970000 sec): 3 clusters
  Score: Raw -1355734.332178 + Penalty 3077.301299 = -1352657.030880
  nChanged 352
		SP:Iteration 7Q (114012.170000 sec): 3 clusters
  Score: Raw -1355874.244682 + Penalty 3077.301299 = -1352796.943384
  nChanged 279
		SP:Iteration 8Q (114012.370000 sec): 3 clusters
  Score: Raw -1355969.645191 + Penalty 3077.301299 = -1352892.343893
  nChanged 222
		SP:Iteration 9Q (114012.570000 sec): 3 clusters
  Score: Raw -1356030.034540 + Penalty 3077.301299 = -1352952.733241
  nChanged 188
		SP:Iteration 10Q (114012.770000 sec): 3 clusters
  Score: Raw -1356080.043933 + Penalty 3077.301299 = -1353002.742634
  nChanged 145
		SP:Iteration 11Q (114012.970000 sec): 3 clusters
  Score: Raw -1356119.073701 + Penalty 3077.301299 = -1353041.772402
  nChanged 126
		SP:Iteration 12Q (114013.170000 sec): 3 clusters
  Score: Raw -1356147.512693 + Penalty 3077.301299 = -1353070.211395
  nChanged 119
		SP:Iteration 13Q (114013.380000 sec): 3 clusters
  Score: Raw -1356175.189097 + Penalty 3077.301299 = -1353097.887799
  nChanged 110
		SP:Iteration 14Q (114013.590000 sec): 3 clusters
  Score: Raw -1356204.115040 + Penalty 3077.301299 = -1353126.813741
  nChanged 111
		SP:Iteration 15Q (114013.790000 sec): 3 clusters
  Score: Raw -1356230.661472 + Penalty 3077.301299 = -1353153.360174
  nChanged 102
		SP:Iteration 16Q (114014.000000 sec): 3 clusters
  Score: Raw -1356262.352208 + Penalty 3077.301299 = -1353185.050909
  nChanged 96
		SP:Iteration 17Q (114014.220000 sec): 3 clusters
  Score: Raw -1356288.094652 + Penalty 3077.301299 = -1353210.793354
  nChanged 93
		SP:Iteration 18Q (114014.420000 sec): 3 clusters
  Score: Raw -1356311.789131 + Penalty 3077.301299 = -1353234.487833
  nChanged 88
		SP:Iteration 19Q (114014.620000 sec): 3 clusters
  Score: Raw -1356334.661295 + Penalty 3077.301299 = -1353257.359996
  nChanged 80
		SP:Iteration 20F (114014.850000 sec): 3 clusters
  Score: Raw -1356353.208427 + Penalty 3077.301299 = -1353275.907128
  nChanged 88
		SP:Iteration 21Q (114015.050000 sec): 3 clusters
  Score: Raw -1356375.124576 + Penalty 3077.301299 = -1353297.823277
  nChanged 77
		SP:Iteration 22Q (114015.240000 sec): 3 clusters
  Score: Raw -1356396.232592 + Penalty 3077.301299 = -1353318.931294
  nChanged 72
		SP:Iteration 23Q (114015.450000 sec): 3 clusters
  Score: Raw -1356413.266561 + Penalty 3077.301299 = -1353335.965263
  nChanged 72
		SP:Iteration 24Q (114015.650000 sec): 3 clusters
  Score: Raw -1356430.563678 + Penalty 3077.301299 = -1353353.262379
  nChanged 74
		SP:Iteration 25Q (114015.860000 sec): 3 clusters
  Score: Raw -1356451.025921 + Penalty 3077.301299 = -1353373.724622
  nChanged 84
		SP:Iteration 26Q (114016.070000 sec): 3 clusters
  Score: Raw -1356474.988806 + Penalty 3077.301299 = -1353397.687507
  nChanged 71
		SP:Iteration 27Q (114016.270000 sec): 3 clusters
  Score: Raw -1356495.745347 + Penalty 3077.301299 = -1353418.444049
  nChanged 63
		SP:Iteration 28Q (114016.490000 sec): 3 clusters
  Score: Raw -1356514.813052 + Penalty 3077.301299 = -1353437.511753
  nChanged 68
		SP:Iteration 29Q (114016.690000 sec): 3 clusters
  Score: Raw -1356538.481644 + Penalty 3077.301299 = -1353461.180345
  nChanged 81
		SP:Iteration 30Q (114016.890000 sec): 3 clusters
  Score: Raw -1356567.998686 + Penalty 3077.301299 = -1353490.697387
  nChanged 89
		SP:Iteration 31Q (114017.090000 sec): 3 clusters
  Score: Raw -1356600.996472 + Penalty 3077.301299 = -1353523.695173
  nChanged 84
		SP:Iteration 32Q (114017.290000 sec): 3 clusters
  Score: Raw -1356633.315947 + Penalty 3077.301299 = -1353556.014649
  nChanged 96
		SP:Iteration 33Q (114017.500000 sec): 3 clusters
  Score: Raw -1356671.325728 + Penalty 3077.301299 = -1353594.024430
  nChanged 87
		SP:Iteration 34Q (114017.700000 sec): 3 clusters
  Score: Raw -1356710.730450 + Penalty 3077.301299 = -1353633.429152
  nChanged 85
		SP:Iteration 35Q (114017.910000 sec): 3 clusters
  Score: Raw -1356753.732013 + Penalty 3077.301299 = -1353676.430715
  nChanged 85
		SP:Iteration 36Q (114018.120000 sec): 3 clusters
  Score: Raw -1356792.586792 + Penalty 3077.301299 = -1353715.285494
  nChanged 69
		SP:Iteration 37Q (114018.310000 sec): 3 clusters
  Score: Raw -1356824.297140 + Penalty 3077.301299 = -1353746.995841
  nChanged 56
		SP:Iteration 38Q (114018.510000 sec): 3 clusters
  Score: Raw -1356843.175006 + Penalty 3077.301299 = -1353765.873707
  nChanged 45
		SP:Iteration 39Q (114018.710000 sec): 3 clusters
  Score: Raw -1356860.722768 + Penalty 3077.301299 = -1353783.421470
  nChanged 43
		SP:Iteration 40F (114018.910000 sec): 3 clusters
  Score: Raw -1356877.951793 + Penalty 3077.301299 = -1353800.650495
  nChanged 39
		SP:Iteration 41Q (114019.110000 sec): 3 clusters
  Score: Raw -1356891.485536 + Penalty 3077.301299 = -1353814.184237
  nChanged 30
		SP:Iteration 42Q (114019.320000 sec): 3 clusters
  Score: Raw -1356905.312075 + Penalty 3077.301299 = -1353828.010776
  nChanged 31
		SP:Iteration 43Q (114019.510000 sec): 3 clusters
  Score: Raw -1356918.270290 + Penalty 3077.301299 = -1353840.968991
  nChanged 31
		SP:Iteration 44Q (114019.700000 sec): 3 clusters
  Score: Raw -1356931.910081 + Penalty 3077.301299 = -1353854.608783
  nChanged 28
		SP:Iteration 45Q (114019.900000 sec): 3 clusters
  Score: Raw -1356943.133955 + Penalty 3077.301299 = -1353865.832656
  nChanged 22
		SP:Iteration 46Q (114020.100000 sec): 3 clusters
  Score: Raw -1356952.273693 + Penalty 3077.301299 = -1353874.972394
  nChanged 26
		SP:Iteration 47Q (114020.310000 sec): 3 clusters
  Score: Raw -1356961.486505 + Penalty 3077.301299 = -1353884.185206
  nChanged 19
		SP:Iteration 48Q (114020.500000 sec): 3 clusters
  Score: Raw -1356968.787947 + Penalty 3077.301299 = -1353891.486649
  nChanged 22
		SP:Iteration 49Q (114020.710000 sec): 3 clusters
  Score: Raw -1356979.403707 + Penalty 3077.301299 = -1353902.102408
  nChanged 26
		SP:Iteration 50Q (114020.930000 sec): 3 clusters
  Score: Raw -1356989.035786 + Penalty 3077.301299 = -1353911.734487
  nChanged 20
		SP:Iteration 51Q (114021.150000 sec): 3 clusters
  Score: Raw -1356997.181203 + Penalty 3077.301299 = -1353919.879904
  nChanged 19
		SP:Iteration 52Q (114021.370000 sec): 3 clusters
  Score: Raw -1357007.762412 + Penalty 3077.301299 = -1353930.461113
  nChanged 22
		SP:Iteration 53Q (114021.550000 sec): 3 clusters
  Score: Raw -1357020.816321 + Penalty 3077.301299 = -1353943.515022
  nChanged 19
		SP:Iteration 54Q (114021.740000 sec): 3 clusters
  Score: Raw -1357031.136339 + Penalty 3077.301299 = -1353953.835041
  nChanged 23
		SP:Iteration 55Q (114021.930000 sec): 3 clusters
  Score: Raw -1357043.571190 + Penalty 3077.301299 = -1353966.269892
  nChanged 28
		SP:Iteration 56Q (114022.140000 sec): 3 clusters
  Score: Raw -1357059.864199 + Penalty 3077.301299 = -1353982.562901
  nChanged 26
		SP:Iteration 57Q (114022.320000 sec): 3 clusters
  Score: Raw -1357074.151934 + Penalty 3077.301299 = -1353996.850636
  nChanged 18
		SP:Iteration 58Q (114022.540000 sec): 3 clusters
  Score: Raw -1357085.415370 + Penalty 3077.301299 = -1354008.114071
  nChanged 9
		SP:Iteration 59Q (114022.760000 sec): 3 clusters
  Score: Raw -1357092.262465 + Penalty 3077.301299 = -1354014.961166
  nChanged 9
		SP:Iteration 60F (114022.960000 sec): 3 clusters
  Score: Raw -1357097.585238 + Penalty 3077.301299 = -1354020.283939
  nChanged 3
		SP:Iteration 61Q (114023.140000 sec): 3 clusters
  Score: Raw -1357099.555512 + Penalty 3077.301299 = -1354022.254214
  nChanged 3
		SP:Iteration 62Q (114023.330000 sec): 3 clusters
  Score: Raw -1357101.532781 + Penalty 3077.301299 = -1354024.231483
  nChanged 3
		SP:Iteration 63Q (114023.520000 sec): 3 clusters
  Score: Raw -1357103.616666 + Penalty 3077.301299 = -1354026.315368
  nChanged 6
		SP:Iteration 64Q (114023.720000 sec): 3 clusters
  Score: Raw -1357107.503447 + Penalty 3077.301299 = -1354030.202149
  nChanged 5
		SP:Iteration 65Q (114023.910000 sec): 3 clusters
  Score: Raw -1357109.580606 + Penalty 3077.301299 = -1354032.279308
  nChanged 4
		SP:Iteration 66Q (114024.100000 sec): 3 clusters
  Score: Raw -1357112.163463 + Penalty 3077.301299 = -1354034.862165
  nChanged 5
		SP:Iteration 67Q (114024.280000 sec): 3 clusters
  Score: Raw -1357113.918605 + Penalty 3077.301299 = -1354036.617306
  nChanged 1
		SP:Iteration 68Q (114024.490000 sec): 3 clusters
  Score: Raw -1357114.215391 + Penalty 3077.301299 = -1354036.914093
  nChanged 1
		SP:Iteration 69Q (114024.690000 sec): 3 clusters
  Score: Raw -1357114.438353 + Penalty 3077.301299 = -1354037.137055
  nChanged 0
		SP:Iteration 70F (114024.900000 sec): 3 clusters
  Score: Raw -1357114.438353 + Penalty 3077.301299 = -1354037.137055
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 39 (1329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114024.970000 sec): 2 clusters
  Score: Raw -113648.330108 + Penalty 1168.729585 = -112479.600524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114024.990000 sec): 3 clusters
  Score: Raw -113143.624238 + Penalty 2337.459169 = -110806.165069
  nChanged 450
		SP:Iteration 1F (114025.020000 sec): 3 clusters
  Score: Raw -113586.277952 + Penalty 2337.459169 = -111248.818783
  nChanged 142
		SP:Iteration 2F (114025.050000 sec): 3 clusters
  Score: Raw -113802.775245 + Penalty 2337.459169 = -111465.316076
  nChanged 89
		SP:Iteration 3F (114025.070000 sec): 3 clusters
  Score: Raw -113915.425715 + Penalty 2337.459169 = -111577.966546
  nChanged 53
		SP:Iteration 4Q (114025.100000 sec): 3 clusters
  Score: Raw -113987.734213 + Penalty 2337.459169 = -111650.275044
  nChanged 50
		SP:Iteration 5Q (114025.130000 sec): 3 clusters
  Score: Raw -114039.267295 + Penalty 2337.459169 = -111701.808126
  nChanged 33
		SP:Iteration 6Q (114025.160000 sec): 3 clusters
  Score: Raw -114064.034057 + Penalty 2337.459169 = -111726.574888
  nChanged 28
		SP:Iteration 7Q (114025.190000 sec): 3 clusters
  Score: Raw -114087.670935 + Penalty 2337.459169 = -111750.211766
  nChanged 15
		SP:Iteration 8Q (114025.210000 sec): 3 clusters
  Score: Raw -114100.154519 + Penalty 2337.459169 = -111762.695350
  nChanged 15
		SP:Iteration 9Q (114025.240000 sec): 3 clusters
  Score: Raw -114114.429687 + Penalty 2337.459169 = -111776.970518
  nChanged 20
		SP:Iteration 10Q (114025.270000 sec): 3 clusters
  Score: Raw -114132.396514 + Penalty 2337.459169 = -111794.937345
  nChanged 13
		SP:Iteration 11Q (114025.290000 sec): 3 clusters
  Score: Raw -114142.517487 + Penalty 2337.459169 = -111805.058318
  nChanged 11
		SP:Iteration 12Q (114025.320000 sec): 3 clusters
  Score: Raw -114151.540867 + Penalty 2337.459169 = -111814.081698
  nChanged 13
		SP:Iteration 13Q (114025.350000 sec): 3 clusters
  Score: Raw -114161.247592 + Penalty 2337.459169 = -111823.788423
  nChanged 9
		SP:Iteration 14Q (114025.370000 sec): 3 clusters
  Score: Raw -114167.170623 + Penalty 2337.459169 = -111829.711454
  nChanged 8
		SP:Iteration 15Q (114025.400000 sec): 3 clusters
  Score: Raw -114180.991044 + Penalty 2337.459169 = -111843.531875
  nChanged 13
		SP:Iteration 16Q (114025.430000 sec): 3 clusters
  Score: Raw -114195.836878 + Penalty 2337.459169 = -111858.377709
  nChanged 19
		SP:Iteration 17Q (114025.450000 sec): 3 clusters
  Score: Raw -114219.093469 + Penalty 2337.459169 = -111881.634299
  nChanged 16
		SP:Iteration 18Q (114025.480000 sec): 3 clusters
  Score: Raw -114239.614192 + Penalty 2337.459169 = -111902.155022
  nChanged 9
		SP:Iteration 19Q (114025.510000 sec): 3 clusters
  Score: Raw -114248.857315 + Penalty 2337.459169 = -111911.398146
  nChanged 8
		SP:Iteration 20F (114025.530000 sec): 3 clusters
  Score: Raw -114257.910691 + Penalty 2337.459169 = -111920.451522
  nChanged 6
		SP:Iteration 21Q (114025.560000 sec): 3 clusters
  Score: Raw -114265.582402 + Penalty 2337.459169 = -111928.123233
  nChanged 4
		SP:Iteration 22Q (114025.590000 sec): 3 clusters
  Score: Raw -114269.353789 + Penalty 2337.459169 = -111931.894620
  nChanged 1
		SP:Iteration 23Q (114025.610000 sec): 3 clusters
  Score: Raw -114269.724622 + Penalty 2337.459169 = -111932.265453
  nChanged 0
		SP:Iteration 24F (114025.640000 sec): 3 clusters
  Score: Raw -114269.724622 + Penalty 2337.459169 = -111932.265453
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 40 (4099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114025.720000 sec): 2 clusters
  Score: Raw -423251.153769 + Penalty 1351.755977 = -421899.397792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114025.800000 sec): 3 clusters
  Score: Raw -421166.106504 + Penalty 2703.511954 = -418462.594550
  nChanged 1601
		SP:Iteration 1F (114025.880000 sec): 3 clusters
  Score: Raw -422103.220464 + Penalty 2703.511954 = -419399.708510
  nChanged 319
		SP:Iteration 2F (114025.950000 sec): 3 clusters
  Score: Raw -422279.674506 + Penalty 2703.511954 = -419576.162552
  nChanged 194
		SP:Iteration 3Q (114026.030000 sec): 3 clusters
  Score: Raw -422368.964249 + Penalty 2703.511954 = -419665.452295
  nChanged 142
		SP:Iteration 4Q (114026.110000 sec): 3 clusters
  Score: Raw -422431.926167 + Penalty 2703.511954 = -419728.414213
  nChanged 110
		SP:Iteration 5Q (114026.190000 sec): 3 clusters
  Score: Raw -422477.513496 + Penalty 2703.511954 = -419774.001542
  nChanged 72
		SP:Iteration 6Q (114026.270000 sec): 3 clusters
  Score: Raw -422508.050709 + Penalty 2703.511954 = -419804.538755
  nChanged 73
		SP:Iteration 7Q (114026.350000 sec): 3 clusters
  Score: Raw -422534.645457 + Penalty 2703.511954 = -419831.133503
  nChanged 64
		SP:Iteration 8Q (114026.430000 sec): 3 clusters
  Score: Raw -422564.989568 + Penalty 2703.511954 = -419861.477614
  nChanged 66
		SP:Iteration 9Q (114026.510000 sec): 3 clusters
  Score: Raw -422595.821449 + Penalty 2703.511954 = -419892.309495
  nChanged 60
		SP:Iteration 10Q (114026.590000 sec): 3 clusters
  Score: Raw -422619.880021 + Penalty 2703.511954 = -419916.368067
  nChanged 68
		SP:Iteration 11Q (114026.670000 sec): 3 clusters
  Score: Raw -422645.607699 + Penalty 2703.511954 = -419942.095745
  nChanged 49
		SP:Iteration 12Q (114026.750000 sec): 3 clusters
  Score: Raw -422661.141052 + Penalty 2703.511954 = -419957.629098
  nChanged 50
		SP:Iteration 13Q (114026.830000 sec): 3 clusters
  Score: Raw -422676.003374 + Penalty 2703.511954 = -419972.491420
  nChanged 42
		SP:Iteration 14Q (114026.900000 sec): 3 clusters
  Score: Raw -422691.254034 + Penalty 2703.511954 = -419987.742079
  nChanged 40
		SP:Iteration 15Q (114026.980000 sec): 3 clusters
  Score: Raw -422703.797085 + Penalty 2703.511954 = -420000.285131
  nChanged 40
		SP:Iteration 16Q (114027.060000 sec): 3 clusters
  Score: Raw -422714.082943 + Penalty 2703.511954 = -420010.570989
  nChanged 25
		SP:Iteration 17Q (114027.140000 sec): 3 clusters
  Score: Raw -422722.750096 + Penalty 2703.511954 = -420019.238142
  nChanged 33
		SP:Iteration 18Q (114027.220000 sec): 3 clusters
  Score: Raw -422732.010241 + Penalty 2703.511954 = -420028.498287
  nChanged 40
		SP:Iteration 19Q (114027.300000 sec): 3 clusters
  Score: Raw -422743.615083 + Penalty 2703.511954 = -420040.103129
  nChanged 44
		SP:Iteration 20F (114027.370000 sec): 3 clusters
  Score: Raw -422757.854642 + Penalty 2703.511954 = -420054.342688
  nChanged 43
		SP:Iteration 21Q (114027.450000 sec): 3 clusters
  Score: Raw -422773.497724 + Penalty 2703.511954 = -420069.985770
  nChanged 51
		SP:Iteration 22Q (114027.530000 sec): 3 clusters
  Score: Raw -422797.373941 + Penalty 2703.511954 = -420093.861987
  nChanged 53
		SP:Iteration 23Q (114027.610000 sec): 3 clusters
  Score: Raw -422815.595952 + Penalty 2703.511954 = -420112.083998
  nChanged 44
		SP:Iteration 24Q (114027.690000 sec): 3 clusters
  Score: Raw -422831.704810 + Penalty 2703.511954 = -420128.192856
  nChanged 37
		SP:Iteration 25Q (114027.770000 sec): 3 clusters
  Score: Raw -422844.431548 + Penalty 2703.511954 = -420140.919594
  nChanged 41
		SP:Iteration 26Q (114027.850000 sec): 3 clusters
  Score: Raw -422858.698622 + Penalty 2703.511954 = -420155.186668
  nChanged 51
		SP:Iteration 27Q (114027.930000 sec): 3 clusters
  Score: Raw -422873.959324 + Penalty 2703.511954 = -420170.447370
  nChanged 35
		SP:Iteration 28Q (114028.000000 sec): 3 clusters
  Score: Raw -422886.270747 + Penalty 2703.511954 = -420182.758793
  nChanged 39
		SP:Iteration 29Q (114028.080000 sec): 3 clusters
  Score: Raw -422904.349051 + Penalty 2703.511954 = -420200.837097
  nChanged 45
		SP:Iteration 30Q (114028.160000 sec): 3 clusters
  Score: Raw -422924.594203 + Penalty 2703.511954 = -420221.082249
  nChanged 48
		SP:Iteration 31Q (114028.240000 sec): 3 clusters
  Score: Raw -422944.882876 + Penalty 2703.511954 = -420241.370921
  nChanged 53
		SP:Iteration 32Q (114028.320000 sec): 3 clusters
  Score: Raw -422963.127521 + Penalty 2703.511954 = -420259.615567
  nChanged 41
		SP:Iteration 33Q (114028.400000 sec): 3 clusters
  Score: Raw -422979.455496 + Penalty 2703.511954 = -420275.943542
  nChanged 58
		SP:Iteration 34Q (114028.470000 sec): 3 clusters
  Score: Raw -423007.253479 + Penalty 2703.511954 = -420303.741525
  nChanged 56
		SP:Iteration 35Q (114028.550000 sec): 3 clusters
  Score: Raw -423032.919202 + Penalty 2703.511954 = -420329.407248
  nChanged 54
		SP:Iteration 36Q (114028.630000 sec): 3 clusters
  Score: Raw -423060.350091 + Penalty 2703.511954 = -420356.838137
  nChanged 57
		SP:Iteration 37Q (114028.710000 sec): 3 clusters
  Score: Raw -423088.859782 + Penalty 2703.511954 = -420385.347827
  nChanged 56
		SP:Iteration 38Q (114028.790000 sec): 3 clusters
  Score: Raw -423118.502158 + Penalty 2703.511954 = -420414.990204
  nChanged 59
		SP:Iteration 39Q (114028.870000 sec): 3 clusters
  Score: Raw -423145.930469 + Penalty 2703.511954 = -420442.418515
  nChanged 54
		SP:Iteration 40F (114028.940000 sec): 3 clusters
  Score: Raw -423173.275776 + Penalty 2703.511954 = -420469.763822
  nChanged 51
		SP:Iteration 41Q (114029.020000 sec): 3 clusters
  Score: Raw -423192.879205 + Penalty 2703.511954 = -420489.367251
  nChanged 38
		SP:Iteration 42Q (114029.100000 sec): 3 clusters
  Score: Raw -423209.082652 + Penalty 2703.511954 = -420505.570698
  nChanged 47
		SP:Iteration 43Q (114029.170000 sec): 3 clusters
  Score: Raw -423227.104809 + Penalty 2703.511954 = -420523.592855
  nChanged 35
		SP:Iteration 44Q (114029.250000 sec): 3 clusters
  Score: Raw -423245.536271 + Penalty 2703.511954 = -420542.024317
  nChanged 45
		SP:Iteration 45Q (114029.330000 sec): 3 clusters
  Score: Raw -423261.674850 + Penalty 2703.511954 = -420558.162895
  nChanged 36
		SP:Iteration 46Q (114029.410000 sec): 3 clusters
  Score: Raw -423276.009039 + Penalty 2703.511954 = -420572.497084
  nChanged 36
		SP:Iteration 47Q (114029.480000 sec): 3 clusters
  Score: Raw -423291.074916 + Penalty 2703.511954 = -420587.562961
  nChanged 34
		SP:Iteration 48Q (114029.560000 sec): 3 clusters
  Score: Raw -423302.830383 + Penalty 2703.511954 = -420599.318429
  nChanged 31
		SP:Iteration 49Q (114029.630000 sec): 3 clusters
  Score: Raw -423314.075235 + Penalty 2703.511954 = -420610.563281
  nChanged 23
		SP:Iteration 50Q (114029.710000 sec): 3 clusters
  Score: Raw -423320.408681 + Penalty 2703.511954 = -420616.896727
  nChanged 22
		SP:Iteration 51Q (114029.790000 sec): 3 clusters
  Score: Raw -423329.121931 + Penalty 2703.511954 = -420625.609977
  nChanged 22
		SP:Iteration 52Q (114029.870000 sec): 3 clusters
  Score: Raw -423337.181018 + Penalty 2703.511954 = -420633.669064
  nChanged 17
		SP:Iteration 53Q (114029.940000 sec): 3 clusters
  Score: Raw -423343.735515 + Penalty 2703.511954 = -420640.223561
  nChanged 19
		SP:Iteration 54Q (114030.020000 sec): 3 clusters
  Score: Raw -423350.444716 + Penalty 2703.511954 = -420646.932762
  nChanged 18
		SP:Iteration 55Q (114030.090000 sec): 3 clusters
  Score: Raw -423356.182584 + Penalty 2703.511954 = -420652.670630
  nChanged 13
		SP:Iteration 56Q (114030.170000 sec): 3 clusters
  Score: Raw -423359.818497 + Penalty 2703.511954 = -420656.306543
  nChanged 14
		SP:Iteration 57Q (114030.250000 sec): 3 clusters
  Score: Raw -423364.131063 + Penalty 2703.511954 = -420660.619108
  nChanged 12
		SP:Iteration 58Q (114030.330000 sec): 3 clusters
  Score: Raw -423368.997184 + Penalty 2703.511954 = -420665.485230
  nChanged 18
		SP:Iteration 59Q (114030.400000 sec): 3 clusters
  Score: Raw -423375.886213 + Penalty 2703.511954 = -420672.374259
  nChanged 27
		SP:Iteration 60F (114030.480000 sec): 3 clusters
  Score: Raw -423385.600774 + Penalty 2703.511954 = -420682.088820
  nChanged 23
		SP:Iteration 61Q (114030.550000 sec): 3 clusters
  Score: Raw -423392.275315 + Penalty 2703.511954 = -420688.763361
  nChanged 24
		SP:Iteration 62Q (114030.630000 sec): 3 clusters
  Score: Raw -423400.401739 + Penalty 2703.511954 = -420696.889785
  nChanged 19
		SP:Iteration 63Q (114030.710000 sec): 3 clusters
  Score: Raw -423409.063868 + Penalty 2703.511954 = -420705.551913
  nChanged 23
		SP:Iteration 64Q (114030.780000 sec): 3 clusters
  Score: Raw -423418.002925 + Penalty 2703.511954 = -420714.490971
  nChanged 18
		SP:Iteration 65Q (114030.850000 sec): 3 clusters
  Score: Raw -423425.034444 + Penalty 2703.511954 = -420721.522490
  nChanged 18
		SP:Iteration 66Q (114030.930000 sec): 3 clusters
  Score: Raw -423431.634819 + Penalty 2703.511954 = -420728.122865
  nChanged 15
		SP:Iteration 67Q (114031.010000 sec): 3 clusters
  Score: Raw -423435.779822 + Penalty 2703.511954 = -420732.267868
  nChanged 14
		SP:Iteration 68Q (114031.080000 sec): 3 clusters
  Score: Raw -423439.287347 + Penalty 2703.511954 = -420735.775393
  nChanged 13
		SP:Iteration 69Q (114031.160000 sec): 3 clusters
  Score: Raw -423441.843032 + Penalty 2703.511954 = -420738.331078
  nChanged 5
		SP:Iteration 70Q (114031.230000 sec): 3 clusters
  Score: Raw -423443.526088 + Penalty 2703.511954 = -420740.014134
  nChanged 5
		SP:Iteration 71Q (114031.310000 sec): 3 clusters
  Score: Raw -423444.303709 + Penalty 2703.511954 = -420740.791755
  nChanged 6
		SP:Iteration 72Q (114031.390000 sec): 3 clusters
  Score: Raw -423445.634657 + Penalty 2703.511954 = -420742.122703
  nChanged 7
		SP:Iteration 73Q (114031.460000 sec): 3 clusters
  Score: Raw -423447.282274 + Penalty 2703.511954 = -420743.770320
  nChanged 8
		SP:Iteration 74Q (114031.540000 sec): 3 clusters
  Score: Raw -423448.968191 + Penalty 2703.511954 = -420745.456237
  nChanged 5
		SP:Iteration 75Q (114031.610000 sec): 3 clusters
  Score: Raw -423449.848112 + Penalty 2703.511954 = -420746.336158
  nChanged 1
		SP:Iteration 76Q (114031.690000 sec): 3 clusters
  Score: Raw -423450.180162 + Penalty 2703.511954 = -420746.668207
  nChanged 1
		SP:Iteration 77Q (114031.760000 sec): 3 clusters
  Score: Raw -423450.346912 + Penalty 2703.511954 = -420746.834958
  nChanged 1
		SP:Iteration 78Q (114031.840000 sec): 3 clusters
  Score: Raw -423450.722021 + Penalty 2703.511954 = -420747.210067
  nChanged 2
		SP:Iteration 79Q (114031.910000 sec): 3 clusters
  Score: Raw -423451.175756 + Penalty 2703.511954 = -420747.663802
  nChanged 3
		SP:Iteration 80F (114031.990000 sec): 3 clusters
  Score: Raw -423451.879513 + Penalty 2703.511954 = -420748.367559
  nChanged 1
		SP:Iteration 81Q (114032.070000 sec): 3 clusters
  Score: Raw -423451.983257 + Penalty 2703.511954 = -420748.471303
  nChanged 0
		SP:Iteration 82F (114032.140000 sec): 3 clusters
  Score: Raw -423451.983257 + Penalty 2703.511954 = -420748.471303
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 41 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114032.210000 sec): 2 clusters
  Score: Raw -179267.219303 + Penalty 1223.004073 = -178044.215229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114032.240000 sec): 3 clusters
  Score: Raw -178542.646096 + Penalty 2446.008147 = -176096.637949
  nChanged 625
		SP:Iteration 1F (114032.280000 sec): 3 clusters
  Score: Raw -178955.520641 + Penalty 2446.008147 = -176509.512494
  nChanged 132
		SP:Iteration 2F (114032.310000 sec): 3 clusters
  Score: Raw -179054.994946 + Penalty 2446.008147 = -176608.986799
  nChanged 75
		SP:Iteration 3Q (114032.350000 sec): 3 clusters
  Score: Raw -179106.833818 + Penalty 2446.008147 = -176660.825671
  nChanged 36
		SP:Iteration 4Q (114032.390000 sec): 3 clusters
  Score: Raw -179134.076208 + Penalty 2446.008147 = -176688.068061
  nChanged 27
		SP:Iteration 5Q (114032.420000 sec): 3 clusters
  Score: Raw -179151.213800 + Penalty 2446.008147 = -176705.205654
  nChanged 18
		SP:Iteration 6Q (114032.460000 sec): 3 clusters
  Score: Raw -179159.267132 + Penalty 2446.008147 = -176713.258985
  nChanged 12
		SP:Iteration 7Q (114032.490000 sec): 3 clusters
  Score: Raw -179165.787735 + Penalty 2446.008147 = -176719.779588
  nChanged 14
		SP:Iteration 8Q (114032.530000 sec): 3 clusters
  Score: Raw -179170.746589 + Penalty 2446.008147 = -176724.738442
  nChanged 8
		SP:Iteration 9Q (114032.570000 sec): 3 clusters
  Score: Raw -179173.890604 + Penalty 2446.008147 = -176727.882457
  nChanged 5
		SP:Iteration 10Q (114032.610000 sec): 3 clusters
  Score: Raw -179176.053579 + Penalty 2446.008147 = -176730.045432
  nChanged 4
		SP:Iteration 11Q (114032.640000 sec): 3 clusters
  Score: Raw -179178.067444 + Penalty 2446.008147 = -176732.059297
  nChanged 6
		SP:Iteration 12Q (114032.680000 sec): 3 clusters
  Score: Raw -179182.443974 + Penalty 2446.008147 = -176736.435827
  nChanged 10
		SP:Iteration 13Q (114032.710000 sec): 3 clusters
  Score: Raw -179190.228099 + Penalty 2446.008147 = -176744.219952
  nChanged 10
		SP:Iteration 14Q (114032.750000 sec): 3 clusters
  Score: Raw -179195.138330 + Penalty 2446.008147 = -176749.130183
  nChanged 7
		SP:Iteration 15Q (114032.790000 sec): 3 clusters
  Score: Raw -179198.051688 + Penalty 2446.008147 = -176752.043541
  nChanged 1
		SP:Iteration 16Q (114032.830000 sec): 3 clusters
  Score: Raw -179198.547967 + Penalty 2446.008147 = -176752.539820
  nChanged 0
		SP:Iteration 17F (114032.860000 sec): 3 clusters
  Score: Raw -179198.547967 + Penalty 2446.008147 = -176752.539820
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 42 (8594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114032.980000 sec): 2 clusters
  Score: Raw -731618.495404 + Penalty 1472.058179 = -730146.437225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114033.110000 sec): 3 clusters
  Score: Raw -726767.665479 + Penalty 2944.116358 = -723823.549121
  nChanged 3720
		SP:Iteration 1F (114033.240000 sec): 3 clusters
  Score: Raw -728945.322915 + Penalty 2944.116358 = -726001.206557
  nChanged 621
		SP:Iteration 2F (114033.370000 sec): 3 clusters
  Score: Raw -729332.645318 + Penalty 2944.116358 = -726388.528959
  nChanged 575
		SP:Iteration 3F (114033.510000 sec): 3 clusters
  Score: Raw -729682.579755 + Penalty 2944.116358 = -726738.463396
  nChanged 522
		SP:Iteration 4F (114033.650000 sec): 3 clusters
  Score: Raw -730021.180145 + Penalty 2944.116358 = -727077.063786
  nChanged 490
		SP:Iteration 5F (114033.790000 sec): 3 clusters
  Score: Raw -730305.459916 + Penalty 2944.116358 = -727361.343558
  nChanged 421
		SP:Iteration 6Q (114033.920000 sec): 3 clusters
  Score: Raw -730518.177522 + Penalty 2944.116358 = -727574.061164
  nChanged 355
		SP:Iteration 7Q (114034.050000 sec): 3 clusters
  Score: Raw -730695.929028 + Penalty 2944.116358 = -727751.812669
  nChanged 332
		SP:Iteration 8Q (114034.190000 sec): 3 clusters
  Score: Raw -730860.037090 + Penalty 2944.116358 = -727915.920732
  nChanged 287
		SP:Iteration 9Q (114034.330000 sec): 3 clusters
  Score: Raw -731000.307322 + Penalty 2944.116358 = -728056.190964
  nChanged 246
		SP:Iteration 10Q (114034.480000 sec): 3 clusters
  Score: Raw -731114.720592 + Penalty 2944.116358 = -728170.604234
  nChanged 235
		SP:Iteration 11Q (114034.620000 sec): 3 clusters
  Score: Raw -731235.853662 + Penalty 2944.116358 = -728291.737303
  nChanged 210
		SP:Iteration 12Q (114034.760000 sec): 3 clusters
  Score: Raw -731333.689216 + Penalty 2944.116358 = -728389.572858
  nChanged 165
		SP:Iteration 13Q (114034.890000 sec): 3 clusters
  Score: Raw -731404.685580 + Penalty 2944.116358 = -728460.569222
  nChanged 134
		SP:Iteration 14Q (114035.030000 sec): 3 clusters
  Score: Raw -731456.538052 + Penalty 2944.116358 = -728512.421694
  nChanged 126
		SP:Iteration 15Q (114035.170000 sec): 3 clusters
  Score: Raw -731516.289805 + Penalty 2944.116358 = -728572.173447
  nChanged 116
		SP:Iteration 16Q (114035.310000 sec): 3 clusters
  Score: Raw -731578.631352 + Penalty 2944.116358 = -728634.514994
  nChanged 114
		SP:Iteration 17Q (114035.450000 sec): 3 clusters
  Score: Raw -731625.300210 + Penalty 2944.116358 = -728681.183852
  nChanged 109
		SP:Iteration 18Q (114035.590000 sec): 3 clusters
  Score: Raw -731665.220447 + Penalty 2944.116358 = -728721.104089
  nChanged 83
		SP:Iteration 19Q (114035.720000 sec): 3 clusters
  Score: Raw -731695.644667 + Penalty 2944.116358 = -728751.528309
  nChanged 70
		SP:Iteration 20F (114035.850000 sec): 3 clusters
  Score: Raw -731720.468551 + Penalty 2944.116358 = -728776.352193
  nChanged 71
		SP:Iteration 21Q (114035.980000 sec): 3 clusters
  Score: Raw -731744.935117 + Penalty 2944.116358 = -728800.818759
  nChanged 67
		SP:Iteration 22Q (114036.120000 sec): 3 clusters
  Score: Raw -731764.646211 + Penalty 2944.116358 = -728820.529853
  nChanged 59
		SP:Iteration 23Q (114036.260000 sec): 3 clusters
  Score: Raw -731782.050420 + Penalty 2944.116358 = -728837.934061
  nChanged 41
		SP:Iteration 24Q (114036.390000 sec): 3 clusters
  Score: Raw -731793.965772 + Penalty 2944.116358 = -728849.849414
  nChanged 41
		SP:Iteration 25Q (114036.530000 sec): 3 clusters
  Score: Raw -731804.381104 + Penalty 2944.116358 = -728860.264745
  nChanged 39
		SP:Iteration 26Q (114036.670000 sec): 3 clusters
  Score: Raw -731813.829159 + Penalty 2944.116358 = -728869.712800
  nChanged 34
		SP:Iteration 27Q (114036.800000 sec): 3 clusters
  Score: Raw -731822.740966 + Penalty 2944.116358 = -728878.624608
  nChanged 25
		SP:Iteration 28Q (114036.930000 sec): 3 clusters
  Score: Raw -731828.410604 + Penalty 2944.116358 = -728884.294245
  nChanged 32
		SP:Iteration 29Q (114037.050000 sec): 3 clusters
  Score: Raw -731835.204539 + Penalty 2944.116358 = -728891.088181
  nChanged 25
		SP:Iteration 30Q (114037.190000 sec): 3 clusters
  Score: Raw -731841.683292 + Penalty 2944.116358 = -728897.566934
  nChanged 25
		SP:Iteration 31Q (114037.330000 sec): 3 clusters
  Score: Raw -731847.834645 + Penalty 2944.116358 = -728903.718287
  nChanged 23
		SP:Iteration 32Q (114037.470000 sec): 3 clusters
  Score: Raw -731854.349772 + Penalty 2944.116358 = -728910.233414
  nChanged 21
		SP:Iteration 33Q (114037.610000 sec): 3 clusters
  Score: Raw -731862.229335 + Penalty 2944.116358 = -728918.112976
  nChanged 27
		SP:Iteration 34Q (114037.740000 sec): 3 clusters
  Score: Raw -731870.344066 + Penalty 2944.116358 = -728926.227708
  nChanged 26
		SP:Iteration 35Q (114037.880000 sec): 3 clusters
  Score: Raw -731876.321601 + Penalty 2944.116358 = -728932.205243
  nChanged 27
		SP:Iteration 36Q (114038.010000 sec): 3 clusters
  Score: Raw -731883.055791 + Penalty 2944.116358 = -728938.939433
  nChanged 24
		SP:Iteration 37Q (114038.130000 sec): 3 clusters
  Score: Raw -731889.608780 + Penalty 2944.116358 = -728945.492421
  nChanged 27
		SP:Iteration 38Q (114038.260000 sec): 3 clusters
  Score: Raw -731898.641771 + Penalty 2944.116358 = -728954.525412
  nChanged 29
		SP:Iteration 39Q (114038.390000 sec): 3 clusters
  Score: Raw -731906.211049 + Penalty 2944.116358 = -728962.094690
  nChanged 25
		SP:Iteration 40F (114038.530000 sec): 3 clusters
  Score: Raw -731911.356600 + Penalty 2944.116358 = -728967.240242
  nChanged 15
		SP:Iteration 41Q (114038.670000 sec): 3 clusters
  Score: Raw -731913.645233 + Penalty 2944.116358 = -728969.528875
  nChanged 18
		SP:Iteration 42Q (114038.800000 sec): 3 clusters
  Score: Raw -731917.184851 + Penalty 2944.116358 = -728973.068493
  nChanged 30
		SP:Iteration 43Q (114038.940000 sec): 3 clusters
  Score: Raw -731923.630569 + Penalty 2944.116358 = -728979.514211
  nChanged 28
		SP:Iteration 44Q (114039.070000 sec): 3 clusters
  Score: Raw -731929.730444 + Penalty 2944.116358 = -728985.614086
  nChanged 20
		SP:Iteration 45Q (114039.210000 sec): 3 clusters
  Score: Raw -731934.405988 + Penalty 2944.116358 = -728990.289629
  nChanged 17
		SP:Iteration 46Q (114039.340000 sec): 3 clusters
  Score: Raw -731938.673287 + Penalty 2944.116358 = -728994.556929
  nChanged 14
		SP:Iteration 47Q (114039.450000 sec): 3 clusters
  Score: Raw -731942.462603 + Penalty 2944.116358 = -728998.346245
  nChanged 17
		SP:Iteration 48Q (114039.590000 sec): 3 clusters
  Score: Raw -731945.758944 + Penalty 2944.116358 = -729001.642586
  nChanged 12
		SP:Iteration 49Q (114039.720000 sec): 3 clusters
  Score: Raw -731948.395255 + Penalty 2944.116358 = -729004.278896
  nChanged 15
		SP:Iteration 50Q (114039.850000 sec): 3 clusters
  Score: Raw -731951.728428 + Penalty 2944.116358 = -729007.612070
  nChanged 20
		SP:Iteration 51Q (114039.990000 sec): 3 clusters
  Score: Raw -731957.190290 + Penalty 2944.116358 = -729013.073931
  nChanged 16
		SP:Iteration 52Q (114040.130000 sec): 3 clusters
  Score: Raw -731961.973716 + Penalty 2944.116358 = -729017.857358
  nChanged 23
		SP:Iteration 53Q (114040.260000 sec): 3 clusters
  Score: Raw -731969.040501 + Penalty 2944.116358 = -729024.924142
  nChanged 23
		SP:Iteration 54Q (114040.390000 sec): 3 clusters
  Score: Raw -731974.790480 + Penalty 2944.116358 = -729030.674122
  nChanged 15
		SP:Iteration 55Q (114040.530000 sec): 3 clusters
  Score: Raw -731977.601645 + Penalty 2944.116358 = -729033.485286
  nChanged 11
		SP:Iteration 56Q (114040.650000 sec): 3 clusters
  Score: Raw -731979.563156 + Penalty 2944.116358 = -729035.446798
  nChanged 10
		SP:Iteration 57Q (114040.770000 sec): 3 clusters
  Score: Raw -731982.104908 + Penalty 2944.116358 = -729037.988550
  nChanged 10
		SP:Iteration 58Q (114040.900000 sec): 3 clusters
  Score: Raw -731984.923966 + Penalty 2944.116358 = -729040.807607
  nChanged 13
		SP:Iteration 59Q (114041.030000 sec): 3 clusters
  Score: Raw -731988.753654 + Penalty 2944.116358 = -729044.637295
  nChanged 12
		SP:Iteration 60F (114041.170000 sec): 3 clusters
  Score: Raw -731992.231681 + Penalty 2944.116358 = -729048.115323
  nChanged 12
		SP:Iteration 61Q (114041.310000 sec): 3 clusters
  Score: Raw -731996.009746 + Penalty 2944.116358 = -729051.893388
  nChanged 12
		SP:Iteration 62Q (114041.440000 sec): 3 clusters
  Score: Raw -731999.216898 + Penalty 2944.116358 = -729055.100539
  nChanged 7
		SP:Iteration 63Q (114041.570000 sec): 3 clusters
  Score: Raw -732002.649126 + Penalty 2944.116358 = -729058.532767
  nChanged 13
		SP:Iteration 64Q (114041.710000 sec): 3 clusters
  Score: Raw -732007.743596 + Penalty 2944.116358 = -729063.627238
  nChanged 23
		SP:Iteration 65Q (114041.840000 sec): 3 clusters
  Score: Raw -732014.557207 + Penalty 2944.116358 = -729070.440848
  nChanged 19
		SP:Iteration 66Q (114041.980000 sec): 3 clusters
  Score: Raw -732019.421599 + Penalty 2944.116358 = -729075.305240
  nChanged 17
		SP:Iteration 67Q (114042.100000 sec): 3 clusters
  Score: Raw -732024.511837 + Penalty 2944.116358 = -729080.395479
  nChanged 10
		SP:Iteration 68Q (114042.220000 sec): 3 clusters
  Score: Raw -732027.637257 + Penalty 2944.116358 = -729083.520899
  nChanged 18
		SP:Iteration 69Q (114042.350000 sec): 3 clusters
  Score: Raw -732034.394328 + Penalty 2944.116358 = -729090.277969
  nChanged 14
		SP:Iteration 70Q (114042.480000 sec): 3 clusters
  Score: Raw -732040.864515 + Penalty 2944.116358 = -729096.748156
  nChanged 13
		SP:Iteration 71Q (114042.610000 sec): 3 clusters
  Score: Raw -732045.711501 + Penalty 2944.116358 = -729101.595143
  nChanged 15
		SP:Iteration 72Q (114042.750000 sec): 3 clusters
  Score: Raw -732052.639421 + Penalty 2944.116358 = -729108.523063
  nChanged 18
		SP:Iteration 73Q (114042.880000 sec): 3 clusters
  Score: Raw -732059.430890 + Penalty 2944.116358 = -729115.314531
  nChanged 13
		SP:Iteration 74Q (114043.010000 sec): 3 clusters
  Score: Raw -732063.962505 + Penalty 2944.116358 = -729119.846147
  nChanged 18
		SP:Iteration 75Q (114043.150000 sec): 3 clusters
  Score: Raw -732071.214354 + Penalty 2944.116358 = -729127.097996
  nChanged 15
		SP:Iteration 76Q (114043.280000 sec): 3 clusters
  Score: Raw -732076.870463 + Penalty 2944.116358 = -729132.754104
  nChanged 17
		SP:Iteration 77Q (114043.410000 sec): 3 clusters
  Score: Raw -732081.936186 + Penalty 2944.116358 = -729137.819828
  nChanged 11
		SP:Iteration 78Q (114043.540000 sec): 3 clusters
  Score: Raw -732085.757134 + Penalty 2944.116358 = -729141.640775
  nChanged 15
		SP:Iteration 79Q (114043.670000 sec): 3 clusters
  Score: Raw -732091.615449 + Penalty 2944.116358 = -729147.499091
  nChanged 11
		SP:Iteration 80F (114043.790000 sec): 3 clusters
  Score: Raw -732094.515379 + Penalty 2944.116358 = -729150.399021
  nChanged 10
		SP:Iteration 81Q (114043.920000 sec): 3 clusters
  Score: Raw -732096.797564 + Penalty 2944.116358 = -729152.681205
  nChanged 10
		SP:Iteration 82Q (114044.050000 sec): 3 clusters
  Score: Raw -732101.555627 + Penalty 2944.116358 = -729157.439269
  nChanged 13
		SP:Iteration 83Q (114044.180000 sec): 3 clusters
  Score: Raw -732107.513088 + Penalty 2944.116358 = -729163.396729
  nChanged 12
		SP:Iteration 84Q (114044.310000 sec): 3 clusters
  Score: Raw -732111.545722 + Penalty 2944.116358 = -729167.429364
  nChanged 11
		SP:Iteration 85Q (114044.450000 sec): 3 clusters
  Score: Raw -732114.799985 + Penalty 2944.116358 = -729170.683627
  nChanged 10
		SP:Iteration 86Q (114044.580000 sec): 3 clusters
  Score: Raw -732117.756244 + Penalty 2944.116358 = -729173.639885
  nChanged 7
		SP:Iteration 87Q (114044.710000 sec): 3 clusters
  Score: Raw -732119.720526 + Penalty 2944.116358 = -729175.604168
  nChanged 9
		SP:Iteration 88Q (114044.840000 sec): 3 clusters
  Score: Raw -732123.368882 + Penalty 2944.116358 = -729179.252524
  nChanged 8
		SP:Iteration 89Q (114044.970000 sec): 3 clusters
  Score: Raw -732125.435913 + Penalty 2944.116358 = -729181.319555
  nChanged 4
		SP:Iteration 90Q (114045.110000 sec): 3 clusters
  Score: Raw -732126.441277 + Penalty 2944.116358 = -729182.324918
  nChanged 1
		SP:Iteration 91Q (114045.240000 sec): 3 clusters
  Score: Raw -732126.643814 + Penalty 2944.116358 = -729182.527455
  nChanged 0
		SP:Iteration 92F (114045.370000 sec): 3 clusters
  Score: Raw -732126.643814 + Penalty 2944.116358 = -729182.527455
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 43 (2344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114045.430000 sec): 2 clusters
  Score: Raw -238969.593294 + Penalty 1260.937299 = -237708.655994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114045.480000 sec): 3 clusters
  Score: Raw -237902.803866 + Penalty 2521.874599 = -235380.929267
  nChanged 858
		SP:Iteration 1F (114045.530000 sec): 3 clusters
  Score: Raw -238441.834055 + Penalty 2521.874599 = -235919.959456
  nChanged 205
		SP:Iteration 2F (114045.590000 sec): 3 clusters
  Score: Raw -238598.023845 + Penalty 2521.874599 = -236076.149246
  nChanged 140
		SP:Iteration 3F (114045.640000 sec): 3 clusters
  Score: Raw -238690.635656 + Penalty 2521.874599 = -236168.761057
  nChanged 87
		SP:Iteration 4Q (114045.690000 sec): 3 clusters
  Score: Raw -238746.574509 + Penalty 2521.874599 = -236224.699910
  nChanged 62
		SP:Iteration 5Q (114045.740000 sec): 3 clusters
  Score: Raw -238784.579088 + Penalty 2521.874599 = -236262.704489
  nChanged 52
		SP:Iteration 6Q (114045.790000 sec): 3 clusters
  Score: Raw -238813.501266 + Penalty 2521.874599 = -236291.626667
  nChanged 43
		SP:Iteration 7Q (114045.830000 sec): 3 clusters
  Score: Raw -238843.625811 + Penalty 2521.874599 = -236321.751212
  nChanged 37
		SP:Iteration 8Q (114045.880000 sec): 3 clusters
  Score: Raw -238867.964230 + Penalty 2521.874599 = -236346.089631
  nChanged 32
		SP:Iteration 9Q (114045.930000 sec): 3 clusters
  Score: Raw -238886.466621 + Penalty 2521.874599 = -236364.592022
  nChanged 34
		SP:Iteration 10Q (114045.970000 sec): 3 clusters
  Score: Raw -238902.842353 + Penalty 2521.874599 = -236380.967754
  nChanged 31
		SP:Iteration 11Q (114046.020000 sec): 3 clusters
  Score: Raw -238926.833281 + Penalty 2521.874599 = -236404.958682
  nChanged 34
		SP:Iteration 12Q (114046.070000 sec): 3 clusters
  Score: Raw -238955.751467 + Penalty 2521.874599 = -236433.876868
  nChanged 42
		SP:Iteration 13Q (114046.120000 sec): 3 clusters
  Score: Raw -238989.534729 + Penalty 2521.874599 = -236467.660130
  nChanged 46
		SP:Iteration 14Q (114046.170000 sec): 3 clusters
  Score: Raw -239029.278648 + Penalty 2521.874599 = -236507.404049
  nChanged 49
		SP:Iteration 15Q (114046.210000 sec): 3 clusters
  Score: Raw -239069.345801 + Penalty 2521.874599 = -236547.471202
  nChanged 39
		SP:Iteration 16Q (114046.260000 sec): 3 clusters
  Score: Raw -239100.132205 + Penalty 2521.874599 = -236578.257606
  nChanged 42
		SP:Iteration 17Q (114046.310000 sec): 3 clusters
  Score: Raw -239129.240888 + Penalty 2521.874599 = -236607.366289
  nChanged 29
		SP:Iteration 18Q (114046.350000 sec): 3 clusters
  Score: Raw -239145.702293 + Penalty 2521.874599 = -236623.827694
  nChanged 19
		SP:Iteration 19Q (114046.400000 sec): 3 clusters
  Score: Raw -239155.926992 + Penalty 2521.874599 = -236634.052393
  nChanged 14
		SP:Iteration 20F (114046.450000 sec): 3 clusters
  Score: Raw -239164.413477 + Penalty 2521.874599 = -236642.538878
  nChanged 14
		SP:Iteration 21Q (114046.490000 sec): 3 clusters
  Score: Raw -239174.963098 + Penalty 2521.874599 = -236653.088499
  nChanged 18
		SP:Iteration 22Q (114046.540000 sec): 3 clusters
  Score: Raw -239185.639495 + Penalty 2521.874599 = -236663.764896
  nChanged 18
		SP:Iteration 23Q (114046.590000 sec): 3 clusters
  Score: Raw -239195.345310 + Penalty 2521.874599 = -236673.470711
  nChanged 18
		SP:Iteration 24Q (114046.630000 sec): 3 clusters
  Score: Raw -239206.874449 + Penalty 2521.874599 = -236684.999850
  nChanged 17
		SP:Iteration 25Q (114046.680000 sec): 3 clusters
  Score: Raw -239216.993572 + Penalty 2521.874599 = -236695.118973
  nChanged 16
		SP:Iteration 26Q (114046.730000 sec): 3 clusters
  Score: Raw -239226.516635 + Penalty 2521.874599 = -236704.642036
  nChanged 11
		SP:Iteration 27Q (114046.770000 sec): 3 clusters
  Score: Raw -239234.530984 + Penalty 2521.874599 = -236712.656385
  nChanged 15
		SP:Iteration 28Q (114046.820000 sec): 3 clusters
  Score: Raw -239241.731018 + Penalty 2521.874599 = -236719.856419
  nChanged 8
		SP:Iteration 29Q (114046.870000 sec): 3 clusters
  Score: Raw -239246.379010 + Penalty 2521.874599 = -236724.504411
  nChanged 13
		SP:Iteration 30Q (114046.910000 sec): 3 clusters
  Score: Raw -239255.363025 + Penalty 2521.874599 = -236733.488426
  nChanged 18
		SP:Iteration 31Q (114046.960000 sec): 3 clusters
  Score: Raw -239269.630119 + Penalty 2521.874599 = -236747.755520
  nChanged 18
		SP:Iteration 32Q (114047.000000 sec): 3 clusters
  Score: Raw -239282.730540 + Penalty 2521.874599 = -236760.855941
  nChanged 19
		SP:Iteration 33Q (114047.050000 sec): 3 clusters
  Score: Raw -239298.972886 + Penalty 2521.874599 = -236777.098288
  nChanged 17
		SP:Iteration 34Q (114047.090000 sec): 3 clusters
  Score: Raw -239316.517104 + Penalty 2521.874599 = -236794.642505
  nChanged 21
		SP:Iteration 35Q (114047.140000 sec): 3 clusters
  Score: Raw -239330.996024 + Penalty 2521.874599 = -236809.121425
  nChanged 13
		SP:Iteration 36Q (114047.190000 sec): 3 clusters
  Score: Raw -239338.748006 + Penalty 2521.874599 = -236816.873407
  nChanged 8
		SP:Iteration 37Q (114047.230000 sec): 3 clusters
  Score: Raw -239346.658437 + Penalty 2521.874599 = -236824.783838
  nChanged 18
		SP:Iteration 38Q (114047.280000 sec): 3 clusters
  Score: Raw -239367.036673 + Penalty 2521.874599 = -236845.162074
  nChanged 22
		SP:Iteration 39Q (114047.320000 sec): 3 clusters
  Score: Raw -239388.703971 + Penalty 2521.874599 = -236866.829372
  nChanged 20
		SP:Iteration 40F (114047.370000 sec): 3 clusters
  Score: Raw -239407.984457 + Penalty 2521.874599 = -236886.109858
  nChanged 22
		SP:Iteration 41Q (114047.420000 sec): 3 clusters
  Score: Raw -239427.025613 + Penalty 2521.874599 = -236905.151014
  nChanged 22
		SP:Iteration 42Q (114047.460000 sec): 3 clusters
  Score: Raw -239443.520524 + Penalty 2521.874599 = -236921.645925
  nChanged 18
		SP:Iteration 43Q (114047.510000 sec): 3 clusters
  Score: Raw -239456.044621 + Penalty 2521.874599 = -236934.170022
  nChanged 16
		SP:Iteration 44Q (114047.550000 sec): 3 clusters
  Score: Raw -239467.550187 + Penalty 2521.874599 = -236945.675588
  nChanged 10
		SP:Iteration 45Q (114047.600000 sec): 3 clusters
  Score: Raw -239475.017689 + Penalty 2521.874599 = -236953.143090
  nChanged 7
		SP:Iteration 46Q (114047.640000 sec): 3 clusters
  Score: Raw -239479.252419 + Penalty 2521.874599 = -236957.377820
  nChanged 5
		SP:Iteration 47Q (114047.690000 sec): 3 clusters
  Score: Raw -239481.630851 + Penalty 2521.874599 = -236959.756252
  nChanged 2
		SP:Iteration 48Q (114047.730000 sec): 3 clusters
  Score: Raw -239482.783645 + Penalty 2521.874599 = -236960.909046
  nChanged 1
		SP:Iteration 49Q (114047.780000 sec): 3 clusters
  Score: Raw -239484.072678 + Penalty 2521.874599 = -236962.198079
  nChanged 2
		SP:Iteration 50Q (114047.820000 sec): 3 clusters
  Score: Raw -239485.417132 + Penalty 2521.874599 = -236963.542533
  nChanged 0
		SP:Iteration 51F (114047.870000 sec): 3 clusters
  Score: Raw -239485.417132 + Penalty 2521.874599 = -236963.542533
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 44 (12004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114048.010000 sec): 2 clusters
  Score: Raw -1170454.858935 + Penalty 1526.361721 = -1168928.497214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114048.210000 sec): 3 clusters
  Score: Raw -1163506.876876 + Penalty 3052.723442 = -1160454.153434
  nChanged 5256
		SP:Iteration 1F (114048.400000 sec): 3 clusters
  Score: Raw -1166819.354493 + Penalty 3052.723442 = -1163766.631051
  nChanged 975
		SP:Iteration 2F (114048.590000 sec): 3 clusters
  Score: Raw -1167563.159917 + Penalty 3052.723442 = -1164510.436475
  nChanged 931
		SP:Iteration 3F (114048.780000 sec): 3 clusters
  Score: Raw -1168271.944596 + Penalty 3052.723442 = -1165219.221154
  nChanged 832
		SP:Iteration 4F (114048.960000 sec): 3 clusters
  Score: Raw -1168876.910506 + Penalty 3052.723442 = -1165824.187064
  nChanged 732
		SP:Iteration 5F (114049.160000 sec): 3 clusters
  Score: Raw -1169390.943289 + Penalty 3052.723442 = -1166338.219847
  nChanged 625
		SP:Iteration 6F (114049.340000 sec): 3 clusters
  Score: Raw -1169799.011022 + Penalty 3052.723442 = -1166746.287579
  nChanged 487
		SP:Iteration 7Q (114049.530000 sec): 3 clusters
  Score: Raw -1170084.779382 + Penalty 3052.723442 = -1167032.055940
  nChanged 372
		SP:Iteration 8Q (114049.730000 sec): 3 clusters
  Score: Raw -1170278.214224 + Penalty 3052.723442 = -1167225.490782
  nChanged 307
		SP:Iteration 9Q (114049.920000 sec): 3 clusters
  Score: Raw -1170423.591628 + Penalty 3052.723442 = -1167370.868185
  nChanged 253
		SP:Iteration 10Q (114050.110000 sec): 3 clusters
  Score: Raw -1170549.439865 + Penalty 3052.723442 = -1167496.716423
  nChanged 246
		SP:Iteration 11Q (114050.290000 sec): 3 clusters
  Score: Raw -1170682.801192 + Penalty 3052.723442 = -1167630.077750
  nChanged 213
		SP:Iteration 12Q (114050.490000 sec): 3 clusters
  Score: Raw -1170799.677289 + Penalty 3052.723442 = -1167746.953847
  nChanged 181
		SP:Iteration 13Q (114050.670000 sec): 3 clusters
  Score: Raw -1170889.076966 + Penalty 3052.723442 = -1167836.353524
  nChanged 153
		SP:Iteration 14Q (114050.860000 sec): 3 clusters
  Score: Raw -1170956.800864 + Penalty 3052.723442 = -1167904.077422
  nChanged 132
		SP:Iteration 15Q (114051.050000 sec): 3 clusters
  Score: Raw -1171030.601021 + Penalty 3052.723442 = -1167977.877579
  nChanged 130
		SP:Iteration 16Q (114051.230000 sec): 3 clusters
  Score: Raw -1171092.177910 + Penalty 3052.723442 = -1168039.454468
  nChanged 86
		SP:Iteration 17Q (114051.430000 sec): 3 clusters
  Score: Raw -1171128.944875 + Penalty 3052.723442 = -1168076.221433
  nChanged 59
		SP:Iteration 18Q (114051.610000 sec): 3 clusters
  Score: Raw -1171155.425025 + Penalty 3052.723442 = -1168102.701583
  nChanged 42
		SP:Iteration 19Q (114051.780000 sec): 3 clusters
  Score: Raw -1171170.551849 + Penalty 3052.723442 = -1168117.828407
  nChanged 32
		SP:Iteration 20F (114051.980000 sec): 3 clusters
  Score: Raw -1171182.389600 + Penalty 3052.723442 = -1168129.666158
  nChanged 33
		SP:Iteration 21Q (114052.150000 sec): 3 clusters
  Score: Raw -1171197.608800 + Penalty 3052.723442 = -1168144.885358
  nChanged 29
		SP:Iteration 22Q (114052.330000 sec): 3 clusters
  Score: Raw -1171211.718664 + Penalty 3052.723442 = -1168158.995222
  nChanged 25
		SP:Iteration 23Q (114052.510000 sec): 3 clusters
  Score: Raw -1171223.949274 + Penalty 3052.723442 = -1168171.225832
  nChanged 28
		SP:Iteration 24Q (114052.690000 sec): 3 clusters
  Score: Raw -1171232.844122 + Penalty 3052.723442 = -1168180.120680
  nChanged 19
		SP:Iteration 25Q (114052.890000 sec): 3 clusters
  Score: Raw -1171239.982279 + Penalty 3052.723442 = -1168187.258837
  nChanged 13
		SP:Iteration 26Q (114053.070000 sec): 3 clusters
  Score: Raw -1171244.559188 + Penalty 3052.723442 = -1168191.835746
  nChanged 14
		SP:Iteration 27Q (114053.250000 sec): 3 clusters
  Score: Raw -1171249.150709 + Penalty 3052.723442 = -1168196.427267
  nChanged 9
		SP:Iteration 28Q (114053.440000 sec): 3 clusters
  Score: Raw -1171251.183696 + Penalty 3052.723442 = -1168198.460253
  nChanged 4
		SP:Iteration 29Q (114053.610000 sec): 3 clusters
  Score: Raw -1171252.079402 + Penalty 3052.723442 = -1168199.355959
  nChanged 4
		SP:Iteration 30Q (114053.790000 sec): 3 clusters
  Score: Raw -1171253.326016 + Penalty 3052.723442 = -1168200.602574
  nChanged 1
		SP:Iteration 31Q (114053.980000 sec): 3 clusters
  Score: Raw -1171253.789455 + Penalty 3052.723442 = -1168201.066013
  nChanged 3
		SP:Iteration 32Q (114054.150000 sec): 3 clusters
  Score: Raw -1171254.521513 + Penalty 3052.723442 = -1168201.798071
  nChanged 2
		SP:Iteration 33Q (114054.350000 sec): 3 clusters
  Score: Raw -1171254.887292 + Penalty 3052.723442 = -1168202.163850
  nChanged 1
		SP:Iteration 34Q (114054.530000 sec): 3 clusters
  Score: Raw -1171255.223388 + Penalty 3052.723442 = -1168202.499946
  nChanged 2
		SP:Iteration 35Q (114054.700000 sec): 3 clusters
  Score: Raw -1171255.615595 + Penalty 3052.723442 = -1168202.892153
  nChanged 0
		SP:Iteration 36F (114054.900000 sec): 3 clusters
  Score: Raw -1171255.615595 + Penalty 3052.723442 = -1168202.892153
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 45 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114054.960000 sec): 2 clusters
  Score: Raw -170138.193760 + Penalty 1201.704976 = -168936.488784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114054.990000 sec): 3 clusters
  Score: Raw -169474.247094 + Penalty 2403.409953 = -167070.837141
  nChanged 532
		SP:Iteration 1F (114055.030000 sec): 3 clusters
  Score: Raw -169827.576598 + Penalty 2403.409953 = -167424.166646
  nChanged 120
		SP:Iteration 2F (114055.060000 sec): 3 clusters
  Score: Raw -169932.427621 + Penalty 2403.409953 = -167529.017668
  nChanged 80
		SP:Iteration 3Q (114055.100000 sec): 3 clusters
  Score: Raw -169996.595227 + Penalty 2403.409953 = -167593.185275
  nChanged 57
		SP:Iteration 4Q (114055.130000 sec): 3 clusters
  Score: Raw -170034.496998 + Penalty 2403.409953 = -167631.087046
  nChanged 41
		SP:Iteration 5Q (114055.170000 sec): 3 clusters
  Score: Raw -170058.528516 + Penalty 2403.409953 = -167655.118564
  nChanged 21
		SP:Iteration 6Q (114055.200000 sec): 3 clusters
  Score: Raw -170072.012111 + Penalty 2403.409953 = -167668.602158
  nChanged 23
		SP:Iteration 7Q (114055.230000 sec): 3 clusters
  Score: Raw -170088.465234 + Penalty 2403.409953 = -167685.055282
  nChanged 28
		SP:Iteration 8Q (114055.260000 sec): 3 clusters
  Score: Raw -170109.290789 + Penalty 2403.409953 = -167705.880836
  nChanged 33
		SP:Iteration 9Q (114055.290000 sec): 3 clusters
  Score: Raw -170132.341940 + Penalty 2403.409953 = -167728.931987
  nChanged 22
		SP:Iteration 10Q (114055.320000 sec): 3 clusters
  Score: Raw -170150.338707 + Penalty 2403.409953 = -167746.928754
  nChanged 24
		SP:Iteration 11Q (114055.350000 sec): 3 clusters
  Score: Raw -170165.825381 + Penalty 2403.409953 = -167762.415428
  nChanged 12
		SP:Iteration 12Q (114055.390000 sec): 3 clusters
  Score: Raw -170173.024936 + Penalty 2403.409953 = -167769.614983
  nChanged 8
		SP:Iteration 13Q (114055.420000 sec): 3 clusters
  Score: Raw -170179.478782 + Penalty 2403.409953 = -167776.068829
  nChanged 15
		SP:Iteration 14Q (114055.450000 sec): 3 clusters
  Score: Raw -170187.242938 + Penalty 2403.409953 = -167783.832985
  nChanged 12
		SP:Iteration 15Q (114055.480000 sec): 3 clusters
  Score: Raw -170194.178850 + Penalty 2403.409953 = -167790.768897
  nChanged 7
		SP:Iteration 16Q (114055.510000 sec): 3 clusters
  Score: Raw -170197.882856 + Penalty 2403.409953 = -167794.472903
  nChanged 7
		SP:Iteration 17Q (114055.550000 sec): 3 clusters
  Score: Raw -170202.760419 + Penalty 2403.409953 = -167799.350466
  nChanged 7
		SP:Iteration 18Q (114055.580000 sec): 3 clusters
  Score: Raw -170207.644822 + Penalty 2403.409953 = -167804.234869
  nChanged 6
		SP:Iteration 19Q (114055.610000 sec): 3 clusters
  Score: Raw -170211.424925 + Penalty 2403.409953 = -167808.014972
  nChanged 5
		SP:Iteration 20F (114055.640000 sec): 3 clusters
  Score: Raw -170213.952518 + Penalty 2403.409953 = -167810.542565
  nChanged 6
		SP:Iteration 21Q (114055.670000 sec): 3 clusters
  Score: Raw -170219.624864 + Penalty 2403.409953 = -167816.214911
  nChanged 6
		SP:Iteration 22Q (114055.710000 sec): 3 clusters
  Score: Raw -170223.796544 + Penalty 2403.409953 = -167820.386592
  nChanged 4
		SP:Iteration 23Q (114055.740000 sec): 3 clusters
  Score: Raw -170227.527374 + Penalty 2403.409953 = -167824.117421
  nChanged 8
		SP:Iteration 24Q (114055.770000 sec): 3 clusters
  Score: Raw -170233.843482 + Penalty 2403.409953 = -167830.433529
  nChanged 7
		SP:Iteration 25Q (114055.800000 sec): 3 clusters
  Score: Raw -170236.544207 + Penalty 2403.409953 = -167833.134254
  nChanged 3
		SP:Iteration 26Q (114055.830000 sec): 3 clusters
  Score: Raw -170238.557000 + Penalty 2403.409953 = -167835.147047
  nChanged 4
		SP:Iteration 27Q (114055.870000 sec): 3 clusters
  Score: Raw -170240.290116 + Penalty 2403.409953 = -167836.880163
  nChanged 6
		SP:Iteration 28Q (114055.900000 sec): 3 clusters
  Score: Raw -170244.852990 + Penalty 2403.409953 = -167841.443038
  nChanged 8
		SP:Iteration 29Q (114055.930000 sec): 3 clusters
  Score: Raw -170248.589075 + Penalty 2403.409953 = -167845.179123
  nChanged 8
		SP:Iteration 30Q (114055.960000 sec): 3 clusters
  Score: Raw -170252.714794 + Penalty 2403.409953 = -167849.304841
  nChanged 9
		SP:Iteration 31Q (114055.990000 sec): 3 clusters
  Score: Raw -170259.691864 + Penalty 2403.409953 = -167856.281911
  nChanged 9
		SP:Iteration 32Q (114056.030000 sec): 3 clusters
  Score: Raw -170263.195684 + Penalty 2403.409953 = -167859.785732
  nChanged 5
		SP:Iteration 33Q (114056.060000 sec): 3 clusters
  Score: Raw -170264.792091 + Penalty 2403.409953 = -167861.382138
  nChanged 3
		SP:Iteration 34Q (114056.090000 sec): 3 clusters
  Score: Raw -170265.421132 + Penalty 2403.409953 = -167862.011180
  nChanged 4
		SP:Iteration 35Q (114056.130000 sec): 3 clusters
  Score: Raw -170266.460869 + Penalty 2403.409953 = -167863.050916
  nChanged 2
		SP:Iteration 36Q (114056.160000 sec): 3 clusters
  Score: Raw -170267.158777 + Penalty 2403.409953 = -167863.748824
  nChanged 4
		SP:Iteration 37Q (114056.190000 sec): 3 clusters
  Score: Raw -170268.515658 + Penalty 2403.409953 = -167865.105705
  nChanged 8
		SP:Iteration 38Q (114056.220000 sec): 3 clusters
  Score: Raw -170271.027825 + Penalty 2403.409953 = -167867.617873
  nChanged 3
		SP:Iteration 39Q (114056.250000 sec): 3 clusters
  Score: Raw -170273.023001 + Penalty 2403.409953 = -167869.613049
  nChanged 4
		SP:Iteration 40F (114056.290000 sec): 3 clusters
  Score: Raw -170274.877078 + Penalty 2403.409953 = -167871.467126
  nChanged 6
		SP:Iteration 41Q (114056.320000 sec): 3 clusters
  Score: Raw -170278.309298 + Penalty 2403.409953 = -167874.899346
  nChanged 1
		SP:Iteration 42Q (114056.350000 sec): 3 clusters
  Score: Raw -170278.711847 + Penalty 2403.409953 = -167875.301894
  nChanged 0
		SP:Iteration 43F (114056.380000 sec): 3 clusters
  Score: Raw -170278.711847 + Penalty 2403.409953 = -167875.301894
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 46 (167810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114057.440000 sec): 2 clusters
  Score: Raw -16227968.496674 + Penalty 1954.970496 = -16226013.526178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114058.970000 sec): 3 clusters
  Score: Raw -16117564.434300 + Penalty 3909.940991 = -16113654.493308
  nChanged 80676
		SP:Iteration 1F (114060.500000 sec): 3 clusters
  Score: Raw -16168114.861714 + Penalty 3909.940991 = -16164204.920722
  nChanged 7870
		SP:Iteration 2Q (114062.130000 sec): 3 clusters
  Score: Raw -16171543.465408 + Penalty 3909.940991 = -16167633.524416
  nChanged 8963
		SP:Iteration 3F (114063.610000 sec): 3 clusters
  Score: Raw -16176447.320995 + Penalty 3909.940991 = -16172537.380003
  nChanged 10392
		SP:Iteration 4F (114065.110000 sec): 3 clusters
  Score: Raw -16183404.448226 + Penalty 3909.940991 = -16179494.507234
  nChanged 11133
		SP:Iteration 5F (114066.630000 sec): 3 clusters
  Score: Raw -16191707.742478 + Penalty 3909.940991 = -16187797.801487
  nChanged 10662
		SP:Iteration 6F (114068.160000 sec): 3 clusters
  Score: Raw -16199780.141109 + Penalty 3909.940991 = -16195870.200117
  nChanged 9167
		SP:Iteration 7F (114069.700000 sec): 3 clusters
  Score: Raw -16205889.742836 + Penalty 3909.940991 = -16201979.801844
  nChanged 7143
		SP:Iteration 8Q (114071.270000 sec): 3 clusters
  Score: Raw -16210051.188016 + Penalty 3909.940991 = -16206141.247024
  nChanged 5473
		SP:Iteration 9Q (114072.780000 sec): 3 clusters
  Score: Raw -16212883.832217 + Penalty 3909.940991 = -16208973.891226
  nChanged 4365
		SP:Iteration 10Q (114074.300000 sec): 3 clusters
  Score: Raw -16215012.316027 + Penalty 3909.940991 = -16211102.375035
  nChanged 3816
		SP:Iteration 11Q (114075.740000 sec): 3 clusters
  Score: Raw -16216933.162768 + Penalty 3909.940991 = -16213023.221777
  nChanged 3684
		SP:Iteration 12Q (114077.220000 sec): 3 clusters
  Score: Raw -16218798.610696 + Penalty 3909.940991 = -16214888.669704
  nChanged 3432
		SP:Iteration 13Q (114078.660000 sec): 3 clusters
  Score: Raw -16220501.696812 + Penalty 3909.940991 = -16216591.755821
  nChanged 3144
		SP:Iteration 14Q (114080.080000 sec): 3 clusters
  Score: Raw -16222022.609113 + Penalty 3909.940991 = -16218112.668121
  nChanged 2940
		SP:Iteration 15Q (114081.490000 sec): 3 clusters
  Score: Raw -16223454.773673 + Penalty 3909.940991 = -16219544.832682
  nChanged 2676
		SP:Iteration 16Q (114082.890000 sec): 3 clusters
  Score: Raw -16224695.659987 + Penalty 3909.940991 = -16220785.718995
  nChanged 2314
		SP:Iteration 17Q (114084.300000 sec): 3 clusters
  Score: Raw -16225712.459314 + Penalty 3909.940991 = -16221802.518322
  nChanged 1991
		SP:Iteration 18Q (114085.660000 sec): 3 clusters
  Score: Raw -16226552.217774 + Penalty 3909.940991 = -16222642.276783
  nChanged 1654
		SP:Iteration 19Q (114087.040000 sec): 3 clusters
  Score: Raw -16227208.570700 + Penalty 3909.940991 = -16223298.629708
  nChanged 1332
		SP:Iteration 20F (114088.510000 sec): 3 clusters
  Score: Raw -16227705.138305 + Penalty 3909.940991 = -16223795.197313
  nChanged 1081
		SP:Iteration 21Q (114089.900000 sec): 3 clusters
  Score: Raw -16228075.543258 + Penalty 3909.940991 = -16224165.602266
  nChanged 815
		SP:Iteration 22Q (114091.240000 sec): 3 clusters
  Score: Raw -16228325.257015 + Penalty 3909.940991 = -16224415.316024
  nChanged 672
		SP:Iteration 23Q (114092.590000 sec): 3 clusters
  Score: Raw -16228518.963632 + Penalty 3909.940991 = -16224609.022641
  nChanged 461
		SP:Iteration 24Q (114093.970000 sec): 3 clusters
  Score: Raw -16228642.571153 + Penalty 3909.940991 = -16224732.630162
  nChanged 376
		SP:Iteration 25Q (114095.290000 sec): 3 clusters
  Score: Raw -16228737.541568 + Penalty 3909.940991 = -16224827.600576
  nChanged 300
		SP:Iteration 26Q (114096.610000 sec): 3 clusters
  Score: Raw -16228804.458570 + Penalty 3909.940991 = -16224894.517579
  nChanged 242
		SP:Iteration 27Q (114097.930000 sec): 3 clusters
  Score: Raw -16228857.925760 + Penalty 3909.940991 = -16224947.984768
  nChanged 212
		SP:Iteration 28Q (114099.230000 sec): 3 clusters
  Score: Raw -16228899.658129 + Penalty 3909.940991 = -16224989.717138
  nChanged 181
		SP:Iteration 29Q (114100.550000 sec): 3 clusters
  Score: Raw -16228936.201675 + Penalty 3909.940991 = -16225026.260683
  nChanged 173
		SP:Iteration 30Q (114101.870000 sec): 3 clusters
  Score: Raw -16228970.939855 + Penalty 3909.940991 = -16225060.998864
  nChanged 139
		SP:Iteration 31Q (114103.180000 sec): 3 clusters
  Score: Raw -16228998.072586 + Penalty 3909.940991 = -16225088.131594
  nChanged 123
		SP:Iteration 32Q (114104.500000 sec): 3 clusters
  Score: Raw -16229021.612969 + Penalty 3909.940991 = -16225111.671978
  nChanged 136
		SP:Iteration 33Q (114105.810000 sec): 3 clusters
  Score: Raw -16229046.259266 + Penalty 3909.940991 = -16225136.318275
  nChanged 112
		SP:Iteration 34Q (114107.110000 sec): 3 clusters
  Score: Raw -16229066.568315 + Penalty 3909.940991 = -16225156.627323
  nChanged 88
		SP:Iteration 35Q (114108.430000 sec): 3 clusters
  Score: Raw -16229082.881364 + Penalty 3909.940991 = -16225172.940373
  nChanged 74
		SP:Iteration 36Q (114109.750000 sec): 3 clusters
  Score: Raw -16229095.470167 + Penalty 3909.940991 = -16225185.529175
  nChanged 72
		SP:Iteration 37Q (114111.070000 sec): 3 clusters
  Score: Raw -16229107.032255 + Penalty 3909.940991 = -16225197.091264
  nChanged 60
		SP:Iteration 38Q (114112.380000 sec): 3 clusters
  Score: Raw -16229118.133948 + Penalty 3909.940991 = -16225208.192956
  nChanged 69
		SP:Iteration 39Q (114113.690000 sec): 3 clusters
  Score: Raw -16229130.085771 + Penalty 3909.940991 = -16225220.144780
  nChanged 69
		SP:Iteration 40F (114115.160000 sec): 3 clusters
  Score: Raw -16229143.686631 + Penalty 3909.940991 = -16225233.745639
  nChanged 71
		SP:Iteration 41Q (114116.460000 sec): 3 clusters
  Score: Raw -16229155.826854 + Penalty 3909.940991 = -16225245.885862
  nChanged 77
		SP:Iteration 42Q (114117.780000 sec): 3 clusters
  Score: Raw -16229167.918060 + Penalty 3909.940991 = -16225257.977069
  nChanged 65
		SP:Iteration 43Q (114119.100000 sec): 3 clusters
  Score: Raw -16229179.030500 + Penalty 3909.940991 = -16225269.089509
  nChanged 64
		SP:Iteration 44Q (114120.390000 sec): 3 clusters
  Score: Raw -16229188.239150 + Penalty 3909.940991 = -16225278.298158
  nChanged 58
		SP:Iteration 45Q (114121.710000 sec): 3 clusters
  Score: Raw -16229196.957878 + Penalty 3909.940991 = -16225287.016887
  nChanged 57
		SP:Iteration 46Q (114123.030000 sec): 3 clusters
  Score: Raw -16229205.141582 + Penalty 3909.940991 = -16225295.200590
  nChanged 56
		SP:Iteration 47Q (114124.350000 sec): 3 clusters
  Score: Raw -16229214.764600 + Penalty 3909.940991 = -16225304.823609
  nChanged 58
		SP:Iteration 48Q (114125.630000 sec): 3 clusters
  Score: Raw -16229224.124689 + Penalty 3909.940991 = -16225314.183697
  nChanged 61
		SP:Iteration 49Q (114126.950000 sec): 3 clusters
  Score: Raw -16229232.978158 + Penalty 3909.940991 = -16225323.037167
  nChanged 46
		SP:Iteration 50Q (114128.250000 sec): 3 clusters
  Score: Raw -16229239.458899 + Penalty 3909.940991 = -16225329.517908
  nChanged 48
		SP:Iteration 51Q (114129.560000 sec): 3 clusters
  Score: Raw -16229246.628016 + Penalty 3909.940991 = -16225336.687024
  nChanged 49
		SP:Iteration 52Q (114130.880000 sec): 3 clusters
  Score: Raw -16229255.080084 + Penalty 3909.940991 = -16225345.139093
  nChanged 55
		SP:Iteration 53Q (114132.200000 sec): 3 clusters
  Score: Raw -16229264.515280 + Penalty 3909.940991 = -16225354.574289
  nChanged 49
		SP:Iteration 54Q (114133.510000 sec): 3 clusters
  Score: Raw -16229271.903283 + Penalty 3909.940991 = -16225361.962292
  nChanged 49
		SP:Iteration 55Q (114134.830000 sec): 3 clusters
  Score: Raw -16229279.101404 + Penalty 3909.940991 = -16225369.160412
  nChanged 41
		SP:Iteration 56Q (114136.150000 sec): 3 clusters
  Score: Raw -16229286.590175 + Penalty 3909.940991 = -16225376.649183
  nChanged 43
		SP:Iteration 57Q (114137.470000 sec): 3 clusters
  Score: Raw -16229296.909628 + Penalty 3909.940991 = -16225386.968637
  nChanged 57
		SP:Iteration 58Q (114138.780000 sec): 3 clusters
  Score: Raw -16229308.281084 + Penalty 3909.940991 = -16225398.340093
  nChanged 57
		SP:Iteration 59Q (114140.100000 sec): 3 clusters
  Score: Raw -16229317.143258 + Penalty 3909.940991 = -16225407.202267
  nChanged 46
		SP:Iteration 60F (114141.560000 sec): 3 clusters
  Score: Raw -16229323.283794 + Penalty 3909.940991 = -16225413.342803
  nChanged 34
		SP:Iteration 61Q (114142.870000 sec): 3 clusters
  Score: Raw -16229328.258500 + Penalty 3909.940991 = -16225418.317509
  nChanged 42
		SP:Iteration 62Q (114144.190000 sec): 3 clusters
  Score: Raw -16229334.114169 + Penalty 3909.940991 = -16225424.173178
  nChanged 36
		SP:Iteration 63Q (114145.480000 sec): 3 clusters
  Score: Raw -16229338.124769 + Penalty 3909.940991 = -16225428.183778
  nChanged 21
		SP:Iteration 64Q (114146.800000 sec): 3 clusters
  Score: Raw -16229340.695320 + Penalty 3909.940991 = -16225430.754329
  nChanged 17
		SP:Iteration 65Q (114148.120000 sec): 3 clusters
  Score: Raw -16229342.470653 + Penalty 3909.940991 = -16225432.529662
  nChanged 17
		SP:Iteration 66Q (114149.430000 sec): 3 clusters
  Score: Raw -16229344.609780 + Penalty 3909.940991 = -16225434.668789
  nChanged 25
		SP:Iteration 67Q (114150.750000 sec): 3 clusters
  Score: Raw -16229347.374873 + Penalty 3909.940991 = -16225437.433882
  nChanged 17
		SP:Iteration 68Q (114152.070000 sec): 3 clusters
  Score: Raw -16229349.195412 + Penalty 3909.940991 = -16225439.254421
  nChanged 18
		SP:Iteration 69Q (114153.390000 sec): 3 clusters
  Score: Raw -16229351.202840 + Penalty 3909.940991 = -16225441.261848
  nChanged 18
		SP:Iteration 70Q (114154.700000 sec): 3 clusters
  Score: Raw -16229353.155268 + Penalty 3909.940991 = -16225443.214277
  nChanged 21
		SP:Iteration 71Q (114155.990000 sec): 3 clusters
  Score: Raw -16229355.744327 + Penalty 3909.940991 = -16225445.803336
  nChanged 14
		SP:Iteration 72Q (114157.310000 sec): 3 clusters
  Score: Raw -16229357.171165 + Penalty 3909.940991 = -16225447.230174
  nChanged 10
		SP:Iteration 73Q (114158.620000 sec): 3 clusters
  Score: Raw -16229358.107080 + Penalty 3909.940991 = -16225448.166088
  nChanged 6
		SP:Iteration 74Q (114159.940000 sec): 3 clusters
  Score: Raw -16229358.574272 + Penalty 3909.940991 = -16225448.633280
  nChanged 1
		SP:Iteration 75Q (114161.260000 sec): 3 clusters
  Score: Raw -16229358.700039 + Penalty 3909.940991 = -16225448.759048
  nChanged 4
		SP:Iteration 76Q (114162.580000 sec): 3 clusters
  Score: Raw -16229359.342202 + Penalty 3909.940991 = -16225449.401211
  nChanged 6
		SP:Iteration 77Q (114163.890000 sec): 3 clusters
  Score: Raw -16229359.994373 + Penalty 3909.940991 = -16225450.053381
  nChanged 3
		SP:Iteration 78Q (114165.210000 sec): 3 clusters
  Score: Raw -16229360.382082 + Penalty 3909.940991 = -16225450.441090
  nChanged 3
		SP:Iteration 79Q (114166.530000 sec): 3 clusters
  Score: Raw -16229360.748433 + Penalty 3909.940991 = -16225450.807441
  nChanged 6
		SP:Iteration 80F (114167.960000 sec): 3 clusters
  Score: Raw -16229361.427746 + Penalty 3909.940991 = -16225451.486755
  nChanged 6
		SP:Iteration 81Q (114169.280000 sec): 3 clusters
  Score: Raw -16229362.082689 + Penalty 3909.940991 = -16225452.141697
  nChanged 6
		SP:Iteration 82Q (114170.600000 sec): 3 clusters
  Score: Raw -16229362.674702 + Penalty 3909.940991 = -16225452.733710
  nChanged 6
		SP:Iteration 83Q (114171.910000 sec): 3 clusters
  Score: Raw -16229363.258738 + Penalty 3909.940991 = -16225453.317747
  nChanged 3
		SP:Iteration 84Q (114173.230000 sec): 3 clusters
  Score: Raw -16229363.585248 + Penalty 3909.940991 = -16225453.644256
  nChanged 3
		SP:Iteration 85Q (114174.550000 sec): 3 clusters
  Score: Raw -16229363.940670 + Penalty 3909.940991 = -16225453.999678
  nChanged 6
		SP:Iteration 86Q (114175.860000 sec): 3 clusters
  Score: Raw -16229364.498294 + Penalty 3909.940991 = -16225454.557303
  nChanged 4
		SP:Iteration 87Q (114177.160000 sec): 3 clusters
  Score: Raw -16229364.983580 + Penalty 3909.940991 = -16225455.042588
  nChanged 7
		SP:Iteration 88Q (114178.470000 sec): 3 clusters
  Score: Raw -16229365.824599 + Penalty 3909.940991 = -16225455.883607
  nChanged 7
		SP:Iteration 89Q (114179.790000 sec): 3 clusters
  Score: Raw -16229366.582790 + Penalty 3909.940991 = -16225456.641799
  nChanged 9
		SP:Iteration 90Q (114181.110000 sec): 3 clusters
  Score: Raw -16229367.680372 + Penalty 3909.940991 = -16225457.739380
  nChanged 4
		SP:Iteration 91Q (114182.400000 sec): 3 clusters
  Score: Raw -16229367.969022 + Penalty 3909.940991 = -16225458.028030
  nChanged 2
		SP:Iteration 92Q (114183.720000 sec): 3 clusters
  Score: Raw -16229368.235789 + Penalty 3909.940991 = -16225458.294797
  nChanged 3
		SP:Iteration 93Q (114185.040000 sec): 3 clusters
  Score: Raw -16229368.540037 + Penalty 3909.940991 = -16225458.599046
  nChanged 3
		SP:Iteration 94Q (114186.330000 sec): 3 clusters
  Score: Raw -16229368.709087 + Penalty 3909.940991 = -16225458.768095
  nChanged 3
		SP:Iteration 95Q (114187.650000 sec): 3 clusters
  Score: Raw -16229368.956756 + Penalty 3909.940991 = -16225459.015764
  nChanged 0
		SP:Iteration 96F (114189.110000 sec): 3 clusters
  Score: Raw -16229368.956756 + Penalty 3909.940991 = -16225459.015764
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 47 (47010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114189.480000 sec): 2 clusters
  Score: Raw -4731246.481090 + Penalty 1748.193789 = -4729498.287302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114190.020000 sec): 3 clusters
  Score: Raw -4701557.055784 + Penalty 3496.387578 = -4698060.668206
  nChanged 21991
		SP:Iteration 1F (114190.520000 sec): 3 clusters
  Score: Raw -4713961.450087 + Penalty 3496.387578 = -4710465.062509
  nChanged 1818
		SP:Iteration 2Q (114191.010000 sec): 3 clusters
  Score: Raw -4714438.238948 + Penalty 3496.387578 = -4710941.851370
  nChanged 1738
		SP:Iteration 3Q (114191.500000 sec): 3 clusters
  Score: Raw -4714899.406840 + Penalty 3496.387578 = -4711403.019262
  nChanged 1681
		SP:Iteration 4Q (114192.000000 sec): 3 clusters
  Score: Raw -4715387.364174 + Penalty 3496.387578 = -4711890.976597
  nChanged 1857
		SP:Iteration 5Q (114192.540000 sec): 3 clusters
  Score: Raw -4716024.721526 + Penalty 3496.387578 = -4712528.333949
  nChanged 2118
		SP:Iteration 6Q (114193.060000 sec): 3 clusters
  Score: Raw -4716921.255053 + Penalty 3496.387578 = -4713424.867475
  nChanged 2468
		SP:Iteration 7F (114193.530000 sec): 3 clusters
  Score: Raw -4718221.473535 + Penalty 3496.387578 = -4714725.085957
  nChanged 2848
		SP:Iteration 8F (114193.990000 sec): 3 clusters
  Score: Raw -4719927.652855 + Penalty 3496.387578 = -4716431.265277
  nChanged 2960
		SP:Iteration 9F (114194.460000 sec): 3 clusters
  Score: Raw -4721877.306236 + Penalty 3496.387578 = -4718380.918658
  nChanged 2830
		SP:Iteration 10F (114194.930000 sec): 3 clusters
  Score: Raw -4723802.712540 + Penalty 3496.387578 = -4720306.324962
  nChanged 2449
		SP:Iteration 11F (114195.420000 sec): 3 clusters
  Score: Raw -4725474.815433 + Penalty 3496.387578 = -4721978.427855
  nChanged 2086
		SP:Iteration 12Q (114195.930000 sec): 3 clusters
  Score: Raw -4726815.510810 + Penalty 3496.387578 = -4723319.123232
  nChanged 1628
		SP:Iteration 13Q (114196.410000 sec): 3 clusters
  Score: Raw -4727728.145428 + Penalty 3496.387578 = -4724231.757851
  nChanged 1305
		SP:Iteration 14Q (114196.880000 sec): 3 clusters
  Score: Raw -4728377.861987 + Penalty 3496.387578 = -4724881.474410
  nChanged 1036
		SP:Iteration 15Q (114197.340000 sec): 3 clusters
  Score: Raw -4728874.428690 + Penalty 3496.387578 = -4725378.041112
  nChanged 853
		SP:Iteration 16Q (114197.820000 sec): 3 clusters
  Score: Raw -4729255.469813 + Penalty 3496.387578 = -4725759.082236
  nChanged 700
		SP:Iteration 17Q (114198.310000 sec): 3 clusters
  Score: Raw -4729539.108207 + Penalty 3496.387578 = -4726042.720629
  nChanged 625
		SP:Iteration 18Q (114198.780000 sec): 3 clusters
  Score: Raw -4729759.887764 + Penalty 3496.387578 = -4726263.500186
  nChanged 550
		SP:Iteration 19Q (114199.260000 sec): 3 clusters
  Score: Raw -4729952.909046 + Penalty 3496.387578 = -4726456.521468
  nChanged 461
		SP:Iteration 20F (114199.750000 sec): 3 clusters
  Score: Raw -4730093.801008 + Penalty 3496.387578 = -4726597.413430
  nChanged 393
		SP:Iteration 21Q (114200.220000 sec): 3 clusters
  Score: Raw -4730203.323608 + Penalty 3496.387578 = -4726706.936030
  nChanged 324
		SP:Iteration 22Q (114200.690000 sec): 3 clusters
  Score: Raw -4730289.680677 + Penalty 3496.387578 = -4726793.293099
  nChanged 281
		SP:Iteration 23Q (114201.180000 sec): 3 clusters
  Score: Raw -4730358.757856 + Penalty 3496.387578 = -4726862.370278
  nChanged 278
		SP:Iteration 24Q (114201.680000 sec): 3 clusters
  Score: Raw -4730432.393987 + Penalty 3496.387578 = -4726936.006409
  nChanged 277
		SP:Iteration 25Q (114202.170000 sec): 3 clusters
  Score: Raw -4730499.105129 + Penalty 3496.387578 = -4727002.717552
  nChanged 262
		SP:Iteration 26Q (114202.660000 sec): 3 clusters
  Score: Raw -4730566.979554 + Penalty 3496.387578 = -4727070.591976
  nChanged 268
		SP:Iteration 27Q (114203.140000 sec): 3 clusters
  Score: Raw -4730634.423422 + Penalty 3496.387578 = -4727138.035844
  nChanged 224
		SP:Iteration 28Q (114203.630000 sec): 3 clusters
  Score: Raw -4730681.754729 + Penalty 3496.387578 = -4727185.367151
  nChanged 206
		SP:Iteration 29Q (114204.120000 sec): 3 clusters
  Score: Raw -4730723.428326 + Penalty 3496.387578 = -4727227.040749
  nChanged 161
		SP:Iteration 30Q (114204.600000 sec): 3 clusters
  Score: Raw -4730755.083407 + Penalty 3496.387578 = -4727258.695829
  nChanged 158
		SP:Iteration 31Q (114205.090000 sec): 3 clusters
  Score: Raw -4730791.017516 + Penalty 3496.387578 = -4727294.629938
  nChanged 178
		SP:Iteration 32Q (114205.580000 sec): 3 clusters
  Score: Raw -4730834.412780 + Penalty 3496.387578 = -4727338.025202
  nChanged 173
		SP:Iteration 33Q (114206.060000 sec): 3 clusters
  Score: Raw -4730870.969218 + Penalty 3496.387578 = -4727374.581640
  nChanged 149
		SP:Iteration 34Q (114206.540000 sec): 3 clusters
  Score: Raw -4730902.930190 + Penalty 3496.387578 = -4727406.542613
  nChanged 146
		SP:Iteration 35Q (114207.030000 sec): 3 clusters
  Score: Raw -4730939.103999 + Penalty 3496.387578 = -4727442.716421
  nChanged 166
		SP:Iteration 36Q (114207.460000 sec): 3 clusters
  Score: Raw -4730985.137149 + Penalty 3496.387578 = -4727488.749572
  nChanged 167
		SP:Iteration 37Q (114207.920000 sec): 3 clusters
  Score: Raw -4731030.505090 + Penalty 3496.387578 = -4727534.117512
  nChanged 160
		SP:Iteration 38Q (114208.400000 sec): 3 clusters
  Score: Raw -4731078.405260 + Penalty 3496.387578 = -4727582.017682
  nChanged 178
		SP:Iteration 39Q (114208.890000 sec): 3 clusters
  Score: Raw -4731136.629599 + Penalty 3496.387578 = -4727640.242021
  nChanged 181
		SP:Iteration 40F (114209.400000 sec): 3 clusters
  Score: Raw -4731199.742540 + Penalty 3496.387578 = -4727703.354962
  nChanged 193
		SP:Iteration 41Q (114209.850000 sec): 3 clusters
  Score: Raw -4731264.105208 + Penalty 3496.387578 = -4727767.717630
  nChanged 196
		SP:Iteration 42Q (114210.340000 sec): 3 clusters
  Score: Raw -4731339.131099 + Penalty 3496.387578 = -4727842.743522
  nChanged 244
		SP:Iteration 43Q (114210.820000 sec): 3 clusters
  Score: Raw -4731428.065753 + Penalty 3496.387578 = -4727931.678175
  nChanged 247
		SP:Iteration 44Q (114211.300000 sec): 3 clusters
  Score: Raw -4731526.311328 + Penalty 3496.387578 = -4728029.923750
  nChanged 243
		SP:Iteration 45Q (114211.730000 sec): 3 clusters
  Score: Raw -4731603.864088 + Penalty 3496.387578 = -4728107.476511
  nChanged 219
		SP:Iteration 46Q (114212.190000 sec): 3 clusters
  Score: Raw -4731666.174597 + Penalty 3496.387578 = -4728169.787019
  nChanged 205
		SP:Iteration 47Q (114212.670000 sec): 3 clusters
  Score: Raw -4731718.995692 + Penalty 3496.387578 = -4728222.608115
  nChanged 192
		SP:Iteration 48Q (114213.150000 sec): 3 clusters
  Score: Raw -4731769.181710 + Penalty 3496.387578 = -4728272.794132
  nChanged 187
		SP:Iteration 49Q (114213.640000 sec): 3 clusters
  Score: Raw -4731819.499887 + Penalty 3496.387578 = -4728323.112309
  nChanged 188
		SP:Iteration 50Q (114214.120000 sec): 3 clusters
  Score: Raw -4731862.988795 + Penalty 3496.387578 = -4728366.601217
  nChanged 167
		SP:Iteration 51Q (114214.600000 sec): 3 clusters
  Score: Raw -4731897.784348 + Penalty 3496.387578 = -4728401.396770
  nChanged 136
		SP:Iteration 52Q (114215.030000 sec): 3 clusters
  Score: Raw -4731922.271617 + Penalty 3496.387578 = -4728425.884039
  nChanged 113
		SP:Iteration 53Q (114215.490000 sec): 3 clusters
  Score: Raw -4731942.818721 + Penalty 3496.387578 = -4728446.431143
  nChanged 122
		SP:Iteration 54Q (114215.970000 sec): 3 clusters
  Score: Raw -4731966.581067 + Penalty 3496.387578 = -4728470.193490
  nChanged 122
		SP:Iteration 55Q (114216.450000 sec): 3 clusters
  Score: Raw -4731986.581684 + Penalty 3496.387578 = -4728490.194106
  nChanged 122
		SP:Iteration 56Q (114216.930000 sec): 3 clusters
  Score: Raw -4732004.969753 + Penalty 3496.387578 = -4728508.582175
  nChanged 104
		SP:Iteration 57Q (114217.410000 sec): 3 clusters
  Score: Raw -4732022.649897 + Penalty 3496.387578 = -4728526.262320
  nChanged 113
		SP:Iteration 58Q (114217.890000 sec): 3 clusters
  Score: Raw -4732045.143147 + Penalty 3496.387578 = -4728548.755569
  nChanged 110
		SP:Iteration 59Q (114218.370000 sec): 3 clusters
  Score: Raw -4732059.858456 + Penalty 3496.387578 = -4728563.470878
  nChanged 96
		SP:Iteration 60F (114218.830000 sec): 3 clusters
  Score: Raw -4732085.432892 + Penalty 3496.387578 = -4728589.045314
  nChanged 120
		SP:Iteration 61Q (114219.270000 sec): 3 clusters
  Score: Raw -4732108.299698 + Penalty 3496.387578 = -4728611.912120
  nChanged 111
		SP:Iteration 62Q (114219.720000 sec): 3 clusters
  Score: Raw -4732125.918631 + Penalty 3496.387578 = -4728629.531053
  nChanged 110
		SP:Iteration 63Q (114220.200000 sec): 3 clusters
  Score: Raw -4732141.851475 + Penalty 3496.387578 = -4728645.463897
  nChanged 98
		SP:Iteration 64Q (114220.690000 sec): 3 clusters
  Score: Raw -4732155.875488 + Penalty 3496.387578 = -4728659.487910
  nChanged 101
		SP:Iteration 65Q (114221.170000 sec): 3 clusters
  Score: Raw -4732172.216565 + Penalty 3496.387578 = -4728675.828987
  nChanged 115
		SP:Iteration 66Q (114221.650000 sec): 3 clusters
  Score: Raw -4732188.563654 + Penalty 3496.387578 = -4728692.176076
  nChanged 104
		SP:Iteration 67Q (114222.130000 sec): 3 clusters
  Score: Raw -4732202.981021 + Penalty 3496.387578 = -4728706.593443
  nChanged 105
		SP:Iteration 68Q (114222.560000 sec): 3 clusters
  Score: Raw -4732217.518994 + Penalty 3496.387578 = -4728721.131416
  nChanged 98
		SP:Iteration 69Q (114223.020000 sec): 3 clusters
  Score: Raw -4732231.292554 + Penalty 3496.387578 = -4728734.904976
  nChanged 106
		SP:Iteration 70Q (114223.500000 sec): 3 clusters
  Score: Raw -4732245.652503 + Penalty 3496.387578 = -4728749.264925
  nChanged 89
		SP:Iteration 71Q (114223.980000 sec): 3 clusters
  Score: Raw -4732256.417445 + Penalty 3496.387578 = -4728760.029867
  nChanged 71
		SP:Iteration 72Q (114224.470000 sec): 3 clusters
  Score: Raw -4732263.194228 + Penalty 3496.387578 = -4728766.806650
  nChanged 62
		SP:Iteration 73Q (114224.950000 sec): 3 clusters
  Score: Raw -4732269.388160 + Penalty 3496.387578 = -4728773.000582
  nChanged 59
		SP:Iteration 74Q (114225.430000 sec): 3 clusters
  Score: Raw -4732274.690568 + Penalty 3496.387578 = -4728778.302990
  nChanged 65
		SP:Iteration 75Q (114225.910000 sec): 3 clusters
  Score: Raw -4732280.439930 + Penalty 3496.387578 = -4728784.052352
  nChanged 69
		SP:Iteration 76Q (114226.400000 sec): 3 clusters
  Score: Raw -4732288.217603 + Penalty 3496.387578 = -4728791.830025
  nChanged 80
		SP:Iteration 77Q (114226.880000 sec): 3 clusters
  Score: Raw -4732296.201092 + Penalty 3496.387578 = -4728799.813514
  nChanged 84
		SP:Iteration 78Q (114227.360000 sec): 3 clusters
  Score: Raw -4732305.314034 + Penalty 3496.387578 = -4728808.926457
  nChanged 78
		SP:Iteration 79Q (114227.790000 sec): 3 clusters
  Score: Raw -4732312.911003 + Penalty 3496.387578 = -4728816.523425
  nChanged 74
		SP:Iteration 80F (114228.280000 sec): 3 clusters
  Score: Raw -4732319.825281 + Penalty 3496.387578 = -4728823.437703
  nChanged 71
		SP:Iteration 81Q (114228.720000 sec): 3 clusters
  Score: Raw -4732326.612321 + Penalty 3496.387578 = -4728830.224743
  nChanged 67
		SP:Iteration 82Q (114229.200000 sec): 3 clusters
  Score: Raw -4732333.640786 + Penalty 3496.387578 = -4728837.253208
  nChanged 78
		SP:Iteration 83Q (114229.680000 sec): 3 clusters
  Score: Raw -4732342.971381 + Penalty 3496.387578 = -4728846.583804
  nChanged 91
		SP:Iteration 84Q (114230.170000 sec): 3 clusters
  Score: Raw -4732353.748608 + Penalty 3496.387578 = -4728857.361030
  nChanged 98
		SP:Iteration 85Q (114230.650000 sec): 3 clusters
  Score: Raw -4732363.938336 + Penalty 3496.387578 = -4728867.550759
  nChanged 98
		SP:Iteration 86Q (114231.140000 sec): 3 clusters
  Score: Raw -4732373.579343 + Penalty 3496.387578 = -4728877.191765
  nChanged 94
		SP:Iteration 87Q (114231.620000 sec): 3 clusters
  Score: Raw -4732383.066506 + Penalty 3496.387578 = -4728886.678928
  nChanged 95
		SP:Iteration 88Q (114232.100000 sec): 3 clusters
  Score: Raw -4732391.841437 + Penalty 3496.387578 = -4728895.453859
  nChanged 82
		SP:Iteration 89Q (114232.590000 sec): 3 clusters
  Score: Raw -4732398.451054 + Penalty 3496.387578 = -4728902.063476
  nChanged 77
		SP:Iteration 90Q (114233.060000 sec): 3 clusters
  Score: Raw -4732404.024685 + Penalty 3496.387578 = -4728907.637107
  nChanged 57
		SP:Iteration 91Q (114233.540000 sec): 3 clusters
  Score: Raw -4732407.888028 + Penalty 3496.387578 = -4728911.500451
  nChanged 54
		SP:Iteration 92Q (114234.030000 sec): 3 clusters
  Score: Raw -4732411.704233 + Penalty 3496.387578 = -4728915.316656
  nChanged 44
		SP:Iteration 93Q (114234.510000 sec): 3 clusters
  Score: Raw -4732415.119641 + Penalty 3496.387578 = -4728918.732063
  nChanged 45
		SP:Iteration 94Q (114235.000000 sec): 3 clusters
  Score: Raw -4732418.161032 + Penalty 3496.387578 = -4728921.773454
  nChanged 40
		SP:Iteration 95Q (114235.480000 sec): 3 clusters
  Score: Raw -4732421.410220 + Penalty 3496.387578 = -4728925.022642
  nChanged 41
		SP:Iteration 96Q (114235.910000 sec): 3 clusters
  Score: Raw -4732424.075570 + Penalty 3496.387578 = -4728927.687992
  nChanged 50
		SP:Iteration 97Q (114236.370000 sec): 3 clusters
  Score: Raw -4732427.442678 + Penalty 3496.387578 = -4728931.055101
  nChanged 42
		SP:Iteration 98Q (114236.830000 sec): 3 clusters
  Score: Raw -4732430.030313 + Penalty 3496.387578 = -4728933.642736
  nChanged 28
		SP:Iteration 99Q (114237.320000 sec): 3 clusters
  Score: Raw -4732431.821699 + Penalty 3496.387578 = -4728935.434121
  nChanged 30
		SP:Iteration 100F (114237.830000 sec): 3 clusters
  Score: Raw -4732433.834124 + Penalty 3496.387578 = -4728937.446546
  nChanged 35
		SP:Iteration 101Q (114238.290000 sec): 3 clusters
  Score: Raw -4732436.575152 + Penalty 3496.387578 = -4728940.187575
  nChanged 42
		SP:Iteration 102Q (114238.780000 sec): 3 clusters
  Score: Raw -4732439.862474 + Penalty 3496.387578 = -4728943.474897
  nChanged 47
		SP:Iteration 103Q (114239.260000 sec): 3 clusters
  Score: Raw -4732443.270114 + Penalty 3496.387578 = -4728946.882537
  nChanged 40
		SP:Iteration 104Q (114239.730000 sec): 3 clusters
  Score: Raw -4732445.938637 + Penalty 3496.387578 = -4728949.551060
  nChanged 39
		SP:Iteration 105Q (114240.210000 sec): 3 clusters
  Score: Raw -4732448.000096 + Penalty 3496.387578 = -4728951.612518
  nChanged 26
		SP:Iteration 106Q (114240.700000 sec): 3 clusters
  Score: Raw -4732449.345574 + Penalty 3496.387578 = -4728952.957996
  nChanged 19
		SP:Iteration 107Q (114241.180000 sec): 3 clusters
  Score: Raw -4732450.456435 + Penalty 3496.387578 = -4728954.068857
  nChanged 24
		SP:Iteration 108Q (114241.670000 sec): 3 clusters
  Score: Raw -4732451.683557 + Penalty 3496.387578 = -4728955.295979
  nChanged 32
		SP:Iteration 109Q (114242.160000 sec): 3 clusters
  Score: Raw -4732453.772283 + Penalty 3496.387578 = -4728957.384705
  nChanged 25
		SP:Iteration 110Q (114242.650000 sec): 3 clusters
  Score: Raw -4732455.449063 + Penalty 3496.387578 = -4728959.061486
  nChanged 25
		SP:Iteration 111Q (114243.130000 sec): 3 clusters
  Score: Raw -4732456.774708 + Penalty 3496.387578 = -4728960.387130
  nChanged 28
		SP:Iteration 112Q (114243.620000 sec): 3 clusters
  Score: Raw -4732458.444802 + Penalty 3496.387578 = -4728962.057224
  nChanged 22
		SP:Iteration 113Q (114244.110000 sec): 3 clusters
  Score: Raw -4732459.687093 + Penalty 3496.387578 = -4728963.299515
  nChanged 18
		SP:Iteration 114Q (114244.590000 sec): 3 clusters
  Score: Raw -4732460.576347 + Penalty 3496.387578 = -4728964.188770
  nChanged 14
		SP:Iteration 115Q (114245.080000 sec): 3 clusters
  Score: Raw -4732461.170709 + Penalty 3496.387578 = -4728964.783132
  nChanged 16
		SP:Iteration 116Q (114245.570000 sec): 3 clusters
  Score: Raw -4732462.021573 + Penalty 3496.387578 = -4728965.633995
  nChanged 18
		SP:Iteration 117Q (114246.050000 sec): 3 clusters
  Score: Raw -4732462.842497 + Penalty 3496.387578 = -4728966.454919
  nChanged 12
		SP:Iteration 118Q (114246.540000 sec): 3 clusters
  Score: Raw -4732463.467114 + Penalty 3496.387578 = -4728967.079537
  nChanged 12
		SP:Iteration 119Q (114247.020000 sec): 3 clusters
  Score: Raw -4732464.045142 + Penalty 3496.387578 = -4728967.657564
  nChanged 17
		SP:Iteration 120F (114247.510000 sec): 3 clusters
  Score: Raw -4732465.044182 + Penalty 3496.387578 = -4728968.656605
  nChanged 20
		SP:Iteration 121Q (114247.970000 sec): 3 clusters
  Score: Raw -4732466.219975 + Penalty 3496.387578 = -4728969.832397
  nChanged 24
		SP:Iteration 122Q (114248.460000 sec): 3 clusters
  Score: Raw -4732467.406547 + Penalty 3496.387578 = -4728971.018969
  nChanged 21
		SP:Iteration 123Q (114248.950000 sec): 3 clusters
  Score: Raw -4732468.225575 + Penalty 3496.387578 = -4728971.837997
  nChanged 13
		SP:Iteration 124Q (114249.440000 sec): 3 clusters
  Score: Raw -4732468.655391 + Penalty 3496.387578 = -4728972.267813
  nChanged 8
		SP:Iteration 125Q (114249.920000 sec): 3 clusters
  Score: Raw -4732469.035329 + Penalty 3496.387578 = -4728972.647751
  nChanged 7
		SP:Iteration 126Q (114250.410000 sec): 3 clusters
  Score: Raw -4732469.261023 + Penalty 3496.387578 = -4728972.873445
  nChanged 2
		SP:Iteration 127Q (114250.880000 sec): 3 clusters
  Score: Raw -4732469.298406 + Penalty 3496.387578 = -4728972.910828
  nChanged 3
		SP:Iteration 128Q (114251.360000 sec): 3 clusters
  Score: Raw -4732469.366086 + Penalty 3496.387578 = -4728972.978508
  nChanged 2
		SP:Iteration 129Q (114251.850000 sec): 3 clusters
  Score: Raw -4732469.400214 + Penalty 3496.387578 = -4728973.012636
  nChanged 1
		SP:Iteration 130Q (114252.340000 sec): 3 clusters
  Score: Raw -4732469.419302 + Penalty 3496.387578 = -4728973.031724
  nChanged 1
		SP:Iteration 131Q (114252.830000 sec): 3 clusters
  Score: Raw -4732469.441022 + Penalty 3496.387578 = -4728973.053445
  nChanged 1
		SP:Iteration 132Q (114253.320000 sec): 3 clusters
  Score: Raw -4732469.481577 + Penalty 3496.387578 = -4728973.093999
  nChanged 2
		SP:Iteration 133Q (114253.800000 sec): 3 clusters
  Score: Raw -4732469.535840 + Penalty 3496.387578 = -4728973.148262
  nChanged 0
		SP:Iteration 134F (114254.330000 sec): 3 clusters
  Score: Raw -4732469.535840 + Penalty 3496.387578 = -4728973.148262
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 48 (12605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114254.460000 sec): 2 clusters
  Score: Raw -1232714.368712 + Penalty 1534.300436 = -1231180.068276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114254.660000 sec): 3 clusters
  Score: Raw -1225296.129050 + Penalty 3068.600873 = -1222227.528177
  nChanged 5560
		SP:Iteration 1F (114254.870000 sec): 3 clusters
  Score: Raw -1228421.343580 + Penalty 3068.600873 = -1225352.742707
  nChanged 855
		SP:Iteration 2F (114255.050000 sec): 3 clusters
  Score: Raw -1228967.327454 + Penalty 3068.600873 = -1225898.726581
  nChanged 887
		SP:Iteration 3F (114255.240000 sec): 3 clusters
  Score: Raw -1229598.650142 + Penalty 3068.600873 = -1226530.049269
  nChanged 903
		SP:Iteration 4F (114255.440000 sec): 3 clusters
  Score: Raw -1230248.955984 + Penalty 3068.600873 = -1227180.355111
  nChanged 880
		SP:Iteration 5F (114255.630000 sec): 3 clusters
  Score: Raw -1230864.787859 + Penalty 3068.600873 = -1227796.186986
  nChanged 735
		SP:Iteration 6F (114255.810000 sec): 3 clusters
  Score: Raw -1231352.123046 + Penalty 3068.600873 = -1228283.522173
  nChanged 624
		SP:Iteration 7Q (114255.990000 sec): 3 clusters
  Score: Raw -1231742.929523 + Penalty 3068.600873 = -1228674.328650
  nChanged 543
		SP:Iteration 8Q (114256.190000 sec): 3 clusters
  Score: Raw -1232084.418260 + Penalty 3068.600873 = -1229015.817387
  nChanged 484
		SP:Iteration 9Q (114256.380000 sec): 3 clusters
  Score: Raw -1232349.956025 + Penalty 3068.600873 = -1229281.355153
  nChanged 351
		SP:Iteration 10Q (114256.610000 sec): 3 clusters
  Score: Raw -1232522.318737 + Penalty 3068.600873 = -1229453.717864
  nChanged 336
		SP:Iteration 11Q (114256.800000 sec): 3 clusters
  Score: Raw -1232694.260114 + Penalty 3068.600873 = -1229625.659241
  nChanged 314
		SP:Iteration 12Q (114256.980000 sec): 3 clusters
  Score: Raw -1232860.054248 + Penalty 3068.600873 = -1229791.453375
  nChanged 282
		SP:Iteration 13Q (114257.180000 sec): 3 clusters
  Score: Raw -1232987.309446 + Penalty 3068.600873 = -1229918.708573
  nChanged 238
		SP:Iteration 14Q (114257.360000 sec): 3 clusters
  Score: Raw -1233088.216206 + Penalty 3068.600873 = -1230019.615333
  nChanged 208
		SP:Iteration 15Q (114257.550000 sec): 3 clusters
  Score: Raw -1233175.800831 + Penalty 3068.600873 = -1230107.199959
  nChanged 165
		SP:Iteration 16Q (114257.750000 sec): 3 clusters
  Score: Raw -1233241.089714 + Penalty 3068.600873 = -1230172.488841
  nChanged 132
		SP:Iteration 17Q (114257.940000 sec): 3 clusters
  Score: Raw -1233290.506087 + Penalty 3068.600873 = -1230221.905214
  nChanged 113
		SP:Iteration 18Q (114258.120000 sec): 3 clusters
  Score: Raw -1233329.797346 + Penalty 3068.600873 = -1230261.196473
  nChanged 100
		SP:Iteration 19Q (114258.300000 sec): 3 clusters
  Score: Raw -1233365.386839 + Penalty 3068.600873 = -1230296.785966
  nChanged 103
		SP:Iteration 20F (114258.510000 sec): 3 clusters
  Score: Raw -1233406.642014 + Penalty 3068.600873 = -1230338.041141
  nChanged 91
		SP:Iteration 21Q (114258.680000 sec): 3 clusters
  Score: Raw -1233445.412318 + Penalty 3068.600873 = -1230376.811445
  nChanged 84
		SP:Iteration 22Q (114258.860000 sec): 3 clusters
  Score: Raw -1233475.456050 + Penalty 3068.600873 = -1230406.855177
  nChanged 60
		SP:Iteration 23Q (114259.050000 sec): 3 clusters
  Score: Raw -1233499.563186 + Penalty 3068.600873 = -1230430.962313
  nChanged 66
		SP:Iteration 24Q (114259.220000 sec): 3 clusters
  Score: Raw -1233525.542748 + Penalty 3068.600873 = -1230456.941875
  nChanged 59
		SP:Iteration 25Q (114259.400000 sec): 3 clusters
  Score: Raw -1233545.956424 + Penalty 3068.600873 = -1230477.355551
  nChanged 59
		SP:Iteration 26Q (114259.590000 sec): 3 clusters
  Score: Raw -1233568.647895 + Penalty 3068.600873 = -1230500.047022
  nChanged 56
		SP:Iteration 27Q (114259.770000 sec): 3 clusters
  Score: Raw -1233593.314062 + Penalty 3068.600873 = -1230524.713189
  nChanged 42
		SP:Iteration 28Q (114259.940000 sec): 3 clusters
  Score: Raw -1233613.258357 + Penalty 3068.600873 = -1230544.657485
  nChanged 47
		SP:Iteration 29Q (114260.120000 sec): 3 clusters
  Score: Raw -1233631.589894 + Penalty 3068.600873 = -1230562.989021
  nChanged 32
		SP:Iteration 30Q (114260.320000 sec): 3 clusters
  Score: Raw -1233640.678720 + Penalty 3068.600873 = -1230572.077847
  nChanged 23
		SP:Iteration 31Q (114260.490000 sec): 3 clusters
  Score: Raw -1233650.976174 + Penalty 3068.600873 = -1230582.375301
  nChanged 23
		SP:Iteration 32Q (114260.670000 sec): 3 clusters
  Score: Raw -1233662.460415 + Penalty 3068.600873 = -1230593.859542
  nChanged 30
		SP:Iteration 33Q (114260.870000 sec): 3 clusters
  Score: Raw -1233675.676636 + Penalty 3068.600873 = -1230607.075763
  nChanged 32
		SP:Iteration 34Q (114261.040000 sec): 3 clusters
  Score: Raw -1233691.722036 + Penalty 3068.600873 = -1230623.121163
  nChanged 33
		SP:Iteration 35Q (114261.210000 sec): 3 clusters
  Score: Raw -1233711.673730 + Penalty 3068.600873 = -1230643.072857
  nChanged 31
		SP:Iteration 36Q (114261.410000 sec): 3 clusters
  Score: Raw -1233729.742451 + Penalty 3068.600873 = -1230661.141578
  nChanged 33
		SP:Iteration 37Q (114261.590000 sec): 3 clusters
  Score: Raw -1233753.667306 + Penalty 3068.600873 = -1230685.066433
  nChanged 37
		SP:Iteration 38Q (114261.750000 sec): 3 clusters
  Score: Raw -1233776.312702 + Penalty 3068.600873 = -1230707.711829
  nChanged 33
		SP:Iteration 39Q (114261.950000 sec): 3 clusters
  Score: Raw -1233799.063759 + Penalty 3068.600873 = -1230730.462886
  nChanged 26
		SP:Iteration 40F (114262.140000 sec): 3 clusters
  Score: Raw -1233816.644080 + Penalty 3068.600873 = -1230748.043207
  nChanged 23
		SP:Iteration 41Q (114262.310000 sec): 3 clusters
  Score: Raw -1233828.672004 + Penalty 3068.600873 = -1230760.071131
  nChanged 28
		SP:Iteration 42Q (114262.510000 sec): 3 clusters
  Score: Raw -1233847.724672 + Penalty 3068.600873 = -1230779.123799
  nChanged 25
		SP:Iteration 43Q (114262.680000 sec): 3 clusters
  Score: Raw -1233863.780745 + Penalty 3068.600873 = -1230795.179873
  nChanged 23
		SP:Iteration 44Q (114262.850000 sec): 3 clusters
  Score: Raw -1233874.883973 + Penalty 3068.600873 = -1230806.283100
  nChanged 15
		SP:Iteration 45Q (114263.050000 sec): 3 clusters
  Score: Raw -1233881.618900 + Penalty 3068.600873 = -1230813.018028
  nChanged 11
		SP:Iteration 46Q (114263.230000 sec): 3 clusters
  Score: Raw -1233887.402966 + Penalty 3068.600873 = -1230818.802093
  nChanged 9
		SP:Iteration 47Q (114263.400000 sec): 3 clusters
  Score: Raw -1233890.076304 + Penalty 3068.600873 = -1230821.475431
  nChanged 5
		SP:Iteration 48Q (114263.610000 sec): 3 clusters
  Score: Raw -1233892.237471 + Penalty 3068.600873 = -1230823.636599
  nChanged 1
		SP:Iteration 49Q (114263.790000 sec): 3 clusters
  Score: Raw -1233892.618828 + Penalty 3068.600873 = -1230824.017956
  nChanged 2
		SP:Iteration 50Q (114263.950000 sec): 3 clusters
  Score: Raw -1233893.471284 + Penalty 3068.600873 = -1230824.870411
  nChanged 0
		SP:Iteration 51F (114264.190000 sec): 3 clusters
  Score: Raw -1233893.471284 + Penalty 3068.600873 = -1230824.870411
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 49 (6535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114264.280000 sec): 2 clusters
  Score: Raw -624802.479517 + Penalty 1427.550739 = -623374.928778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114264.400000 sec): 3 clusters
  Score: Raw -621167.193672 + Penalty 2855.101478 = -618312.092193
  nChanged 2801
		SP:Iteration 1F (114264.510000 sec): 3 clusters
  Score: Raw -622788.788582 + Penalty 2855.101478 = -619933.687104
  nChanged 442
		SP:Iteration 2F (114264.610000 sec): 3 clusters
  Score: Raw -623027.521355 + Penalty 2855.101478 = -620172.419876
  nChanged 358
		SP:Iteration 3F (114264.720000 sec): 3 clusters
  Score: Raw -623252.306783 + Penalty 2855.101478 = -620397.205305
  nChanged 354
		SP:Iteration 4F (114264.830000 sec): 3 clusters
  Score: Raw -623498.272328 + Penalty 2855.101478 = -620643.170849
  nChanged 368
		SP:Iteration 5F (114264.940000 sec): 3 clusters
  Score: Raw -623767.844831 + Penalty 2855.101478 = -620912.743353
  nChanged 350
		SP:Iteration 6F (114265.050000 sec): 3 clusters
  Score: Raw -624001.561953 + Penalty 2855.101478 = -621146.460475
  nChanged 308
		SP:Iteration 7Q (114265.150000 sec): 3 clusters
  Score: Raw -624207.283179 + Penalty 2855.101478 = -621352.181700
  nChanged 284
		SP:Iteration 8Q (114265.270000 sec): 3 clusters
  Score: Raw -624381.188955 + Penalty 2855.101478 = -621526.087476
  nChanged 250
		SP:Iteration 9Q (114265.370000 sec): 3 clusters
  Score: Raw -624505.687351 + Penalty 2855.101478 = -621650.585873
  nChanged 213
		SP:Iteration 10Q (114265.490000 sec): 3 clusters
  Score: Raw -624609.958199 + Penalty 2855.101478 = -621754.856721
  nChanged 177
		SP:Iteration 11Q (114265.590000 sec): 3 clusters
  Score: Raw -624670.744994 + Penalty 2855.101478 = -621815.643515
  nChanged 118
		SP:Iteration 12Q (114265.710000 sec): 3 clusters
  Score: Raw -624710.207044 + Penalty 2855.101478 = -621855.105566
  nChanged 96
		SP:Iteration 13Q (114265.810000 sec): 3 clusters
  Score: Raw -624740.809095 + Penalty 2855.101478 = -621885.707617
  nChanged 93
		SP:Iteration 14Q (114265.920000 sec): 3 clusters
  Score: Raw -624766.733127 + Penalty 2855.101478 = -621911.631649
  nChanged 68
		SP:Iteration 15Q (114266.030000 sec): 3 clusters
  Score: Raw -624785.108833 + Penalty 2855.101478 = -621930.007355
  nChanged 58
		SP:Iteration 16Q (114266.150000 sec): 3 clusters
  Score: Raw -624800.100694 + Penalty 2855.101478 = -621944.999216
  nChanged 52
		SP:Iteration 17Q (114266.260000 sec): 3 clusters
  Score: Raw -624813.536140 + Penalty 2855.101478 = -621958.434662
  nChanged 46
		SP:Iteration 18Q (114266.370000 sec): 3 clusters
  Score: Raw -624825.103527 + Penalty 2855.101478 = -621970.002049
  nChanged 36
		SP:Iteration 19Q (114266.480000 sec): 3 clusters
  Score: Raw -624831.193483 + Penalty 2855.101478 = -621976.092004
  nChanged 17
		SP:Iteration 20F (114266.590000 sec): 3 clusters
  Score: Raw -624834.470297 + Penalty 2855.101478 = -621979.368819
  nChanged 13
		SP:Iteration 21Q (114266.700000 sec): 3 clusters
  Score: Raw -624836.481386 + Penalty 2855.101478 = -621981.379907
  nChanged 8
		SP:Iteration 22Q (114266.810000 sec): 3 clusters
  Score: Raw -624837.756184 + Penalty 2855.101478 = -621982.654705
  nChanged 7
		SP:Iteration 23Q (114266.920000 sec): 3 clusters
  Score: Raw -624839.496621 + Penalty 2855.101478 = -621984.395142
  nChanged 10
		SP:Iteration 24Q (114267.030000 sec): 3 clusters
  Score: Raw -624840.938861 + Penalty 2855.101478 = -621985.837382
  nChanged 13
		SP:Iteration 25Q (114267.140000 sec): 3 clusters
  Score: Raw -624842.794896 + Penalty 2855.101478 = -621987.693417
  nChanged 11
		SP:Iteration 26Q (114267.250000 sec): 3 clusters
  Score: Raw -624845.239511 + Penalty 2855.101478 = -621990.138033
  nChanged 10
		SP:Iteration 27Q (114267.360000 sec): 3 clusters
  Score: Raw -624846.986039 + Penalty 2855.101478 = -621991.884560
  nChanged 10
		SP:Iteration 28Q (114267.460000 sec): 3 clusters
  Score: Raw -624848.559042 + Penalty 2855.101478 = -621993.457563
  nChanged 12
		SP:Iteration 29Q (114267.570000 sec): 3 clusters
  Score: Raw -624850.760394 + Penalty 2855.101478 = -621995.658915
  nChanged 11
		SP:Iteration 30Q (114267.680000 sec): 3 clusters
  Score: Raw -624852.800519 + Penalty 2855.101478 = -621997.699041
  nChanged 6
		SP:Iteration 31Q (114267.790000 sec): 3 clusters
  Score: Raw -624853.956745 + Penalty 2855.101478 = -621998.855266
  nChanged 9
		SP:Iteration 32Q (114267.900000 sec): 3 clusters
  Score: Raw -624854.853991 + Penalty 2855.101478 = -621999.752512
  nChanged 3
		SP:Iteration 33Q (114268.010000 sec): 3 clusters
  Score: Raw -624855.247536 + Penalty 2855.101478 = -622000.146057
  nChanged 4
		SP:Iteration 34Q (114268.120000 sec): 3 clusters
  Score: Raw -624856.233668 + Penalty 2855.101478 = -622001.132189
  nChanged 4
		SP:Iteration 35Q (114268.230000 sec): 3 clusters
  Score: Raw -624857.269063 + Penalty 2855.101478 = -622002.167584
  nChanged 5
		SP:Iteration 36Q (114268.340000 sec): 3 clusters
  Score: Raw -624858.353616 + Penalty 2855.101478 = -622003.252137
  nChanged 3
		SP:Iteration 37Q (114268.450000 sec): 3 clusters
  Score: Raw -624859.010692 + Penalty 2855.101478 = -622003.909214
  nChanged 3
		SP:Iteration 38Q (114268.560000 sec): 3 clusters
  Score: Raw -624859.296857 + Penalty 2855.101478 = -622004.195378
  nChanged 1
		SP:Iteration 39Q (114268.670000 sec): 3 clusters
  Score: Raw -624859.442087 + Penalty 2855.101478 = -622004.340609
  nChanged 1
		SP:Iteration 40F (114268.780000 sec): 3 clusters
  Score: Raw -624859.513162 + Penalty 2855.101478 = -622004.411683
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 50 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114268.850000 sec): 2 clusters
  Score: Raw -339315.428003 + Penalty 1308.342902 = -338007.085101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114268.910000 sec): 3 clusters
  Score: Raw -337804.528168 + Penalty 2616.685803 = -335187.842364
  nChanged 1184
		SP:Iteration 1F (114268.980000 sec): 3 clusters
  Score: Raw -338483.365793 + Penalty 2616.685803 = -335866.679989
  nChanged 229
		SP:Iteration 2F (114269.040000 sec): 3 clusters
  Score: Raw -338638.350856 + Penalty 2616.685803 = -336021.665053
  nChanged 177
		SP:Iteration 3F (114269.100000 sec): 3 clusters
  Score: Raw -338799.381903 + Penalty 2616.685803 = -336182.696100
  nChanged 174
		SP:Iteration 4F (114269.160000 sec): 3 clusters
  Score: Raw -338938.741281 + Penalty 2616.685803 = -336322.055478
  nChanged 134
		SP:Iteration 5Q (114269.220000 sec): 3 clusters
  Score: Raw -339023.048820 + Penalty 2616.685803 = -336406.363017
  nChanged 118
		SP:Iteration 6Q (114269.280000 sec): 3 clusters
  Score: Raw -339101.006157 + Penalty 2616.685803 = -336484.320354
  nChanged 107
		SP:Iteration 7Q (114269.340000 sec): 3 clusters
  Score: Raw -339164.563222 + Penalty 2616.685803 = -336547.877419
  nChanged 104
		SP:Iteration 8Q (114269.400000 sec): 3 clusters
  Score: Raw -339223.841916 + Penalty 2616.685803 = -336607.156112
  nChanged 92
		SP:Iteration 9Q (114269.460000 sec): 3 clusters
  Score: Raw -339276.099373 + Penalty 2616.685803 = -336659.413570
  nChanged 81
		SP:Iteration 10Q (114269.520000 sec): 3 clusters
  Score: Raw -339318.509165 + Penalty 2616.685803 = -336701.823362
  nChanged 62
		SP:Iteration 11Q (114269.580000 sec): 3 clusters
  Score: Raw -339347.290399 + Penalty 2616.685803 = -336730.604596
  nChanged 48
		SP:Iteration 12Q (114269.640000 sec): 3 clusters
  Score: Raw -339369.462638 + Penalty 2616.685803 = -336752.776834
  nChanged 56
		SP:Iteration 13Q (114269.700000 sec): 3 clusters
  Score: Raw -339395.444017 + Penalty 2616.685803 = -336778.758213
  nChanged 48
		SP:Iteration 14Q (114269.770000 sec): 3 clusters
  Score: Raw -339418.663404 + Penalty 2616.685803 = -336801.977601
  nChanged 45
		SP:Iteration 15Q (114269.830000 sec): 3 clusters
  Score: Raw -339438.956874 + Penalty 2616.685803 = -336822.271070
  nChanged 41
		SP:Iteration 16Q (114269.890000 sec): 3 clusters
  Score: Raw -339462.001231 + Penalty 2616.685803 = -336845.315428
  nChanged 49
		SP:Iteration 17Q (114269.950000 sec): 3 clusters
  Score: Raw -339494.097299 + Penalty 2616.685803 = -336877.411495
  nChanged 43
		SP:Iteration 18Q (114270.010000 sec): 3 clusters
  Score: Raw -339520.880937 + Penalty 2616.685803 = -336904.195133
  nChanged 42
		SP:Iteration 19Q (114270.070000 sec): 3 clusters
  Score: Raw -339547.780155 + Penalty 2616.685803 = -336931.094352
  nChanged 39
		SP:Iteration 20F (114270.130000 sec): 3 clusters
  Score: Raw -339572.156853 + Penalty 2616.685803 = -336955.471050
  nChanged 31
		SP:Iteration 21Q (114270.190000 sec): 3 clusters
  Score: Raw -339591.286008 + Penalty 2616.685803 = -336974.600205
  nChanged 26
		SP:Iteration 22Q (114270.250000 sec): 3 clusters
  Score: Raw -339608.665422 + Penalty 2616.685803 = -336991.979619
  nChanged 25
		SP:Iteration 23Q (114270.310000 sec): 3 clusters
  Score: Raw -339626.436047 + Penalty 2616.685803 = -337009.750244
  nChanged 27
		SP:Iteration 24Q (114270.370000 sec): 3 clusters
  Score: Raw -339649.202626 + Penalty 2616.685803 = -337032.516823
  nChanged 18
		SP:Iteration 25Q (114270.420000 sec): 3 clusters
  Score: Raw -339664.811462 + Penalty 2616.685803 = -337048.125659
  nChanged 15
		SP:Iteration 26Q (114270.480000 sec): 3 clusters
  Score: Raw -339674.995931 + Penalty 2616.685803 = -337058.310128
  nChanged 13
		SP:Iteration 27Q (114270.540000 sec): 3 clusters
  Score: Raw -339684.182484 + Penalty 2616.685803 = -337067.496681
  nChanged 10
		SP:Iteration 28Q (114270.600000 sec): 3 clusters
  Score: Raw -339691.224908 + Penalty 2616.685803 = -337074.539105
  nChanged 9
		SP:Iteration 29Q (114270.660000 sec): 3 clusters
  Score: Raw -339699.145257 + Penalty 2616.685803 = -337082.459453
  nChanged 9
		SP:Iteration 30Q (114270.720000 sec): 3 clusters
  Score: Raw -339706.561776 + Penalty 2616.685803 = -337089.875973
  nChanged 15
		SP:Iteration 31Q (114270.780000 sec): 3 clusters
  Score: Raw -339716.174956 + Penalty 2616.685803 = -337099.489152
  nChanged 7
		SP:Iteration 32Q (114270.840000 sec): 3 clusters
  Score: Raw -339722.028198 + Penalty 2616.685803 = -337105.342394
  nChanged 5
		SP:Iteration 33Q (114270.900000 sec): 3 clusters
  Score: Raw -339726.434919 + Penalty 2616.685803 = -337109.749115
  nChanged 8
		SP:Iteration 34Q (114270.960000 sec): 3 clusters
  Score: Raw -339733.059334 + Penalty 2616.685803 = -337116.373531
  nChanged 9
		SP:Iteration 35Q (114271.020000 sec): 3 clusters
  Score: Raw -339739.282265 + Penalty 2616.685803 = -337122.596461
  nChanged 7
		SP:Iteration 36Q (114271.080000 sec): 3 clusters
  Score: Raw -339744.552857 + Penalty 2616.685803 = -337127.867053
  nChanged 6
		SP:Iteration 37Q (114271.140000 sec): 3 clusters
  Score: Raw -339750.410593 + Penalty 2616.685803 = -337133.724790
  nChanged 7
		SP:Iteration 38Q (114271.200000 sec): 3 clusters
  Score: Raw -339753.817757 + Penalty 2616.685803 = -337137.131954
  nChanged 1
		SP:Iteration 39Q (114271.260000 sec): 3 clusters
  Score: Raw -339754.820125 + Penalty 2616.685803 = -337138.134322
  nChanged 2
		SP:Iteration 40F (114271.310000 sec): 3 clusters
  Score: Raw -339755.832721 + Penalty 2616.685803 = -337139.146918
  nChanged 1
		SP:Iteration 41Q (114271.370000 sec): 3 clusters
  Score: Raw -339756.958117 + Penalty 2616.685803 = -337140.272314
  nChanged 0
		SP:Iteration 42F (114271.430000 sec): 3 clusters
  Score: Raw -339756.958117 + Penalty 2616.685803 = -337140.272314
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 51 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114271.490000 sec): 2 clusters
  Score: Raw -175557.730346 + Penalty 1207.104144 = -174350.626201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114271.530000 sec): 3 clusters
  Score: Raw -174816.174359 + Penalty 2414.208288 = -172401.966070
  nChanged 584
		SP:Iteration 1F (114271.560000 sec): 3 clusters
  Score: Raw -175171.650694 + Penalty 2414.208288 = -172757.442406
  nChanged 120
		SP:Iteration 2F (114271.590000 sec): 3 clusters
  Score: Raw -175265.154977 + Penalty 2414.208288 = -172850.946688
  nChanged 92
		SP:Iteration 3F (114271.620000 sec): 3 clusters
  Score: Raw -175336.245008 + Penalty 2414.208288 = -172922.036720
  nChanged 58
		SP:Iteration 4Q (114271.660000 sec): 3 clusters
  Score: Raw -175377.104837 + Penalty 2414.208288 = -172962.896549
  nChanged 38
		SP:Iteration 5Q (114271.690000 sec): 3 clusters
  Score: Raw -175405.707466 + Penalty 2414.208288 = -172991.499178
  nChanged 32
		SP:Iteration 6Q (114271.720000 sec): 3 clusters
  Score: Raw -175432.141799 + Penalty 2414.208288 = -173017.933511
  nChanged 28
		SP:Iteration 7Q (114271.760000 sec): 3 clusters
  Score: Raw -175450.565148 + Penalty 2414.208288 = -173036.356860
  nChanged 26
		SP:Iteration 8Q (114271.790000 sec): 3 clusters
  Score: Raw -175464.682161 + Penalty 2414.208288 = -173050.473873
  nChanged 20
		SP:Iteration 9Q (114271.820000 sec): 3 clusters
  Score: Raw -175476.048729 + Penalty 2414.208288 = -173061.840441
  nChanged 18
		SP:Iteration 10Q (114271.860000 sec): 3 clusters
  Score: Raw -175484.879174 + Penalty 2414.208288 = -173070.670885
  nChanged 8
		SP:Iteration 11Q (114271.890000 sec): 3 clusters
  Score: Raw -175490.584590 + Penalty 2414.208288 = -173076.376301
  nChanged 10
		SP:Iteration 12Q (114271.920000 sec): 3 clusters
  Score: Raw -175496.247034 + Penalty 2414.208288 = -173082.038746
  nChanged 6
		SP:Iteration 13Q (114271.960000 sec): 3 clusters
  Score: Raw -175500.213632 + Penalty 2414.208288 = -173086.005344
  nChanged 9
		SP:Iteration 14Q (114271.990000 sec): 3 clusters
  Score: Raw -175505.417159 + Penalty 2414.208288 = -173091.208871
  nChanged 9
		SP:Iteration 15Q (114272.020000 sec): 3 clusters
  Score: Raw -175510.696359 + Penalty 2414.208288 = -173096.488070
  nChanged 7
		SP:Iteration 16Q (114272.060000 sec): 3 clusters
  Score: Raw -175515.531461 + Penalty 2414.208288 = -173101.323173
  nChanged 6
		SP:Iteration 17Q (114272.090000 sec): 3 clusters
  Score: Raw -175519.079385 + Penalty 2414.208288 = -173104.871097
  nChanged 3
		SP:Iteration 18Q (114272.120000 sec): 3 clusters
  Score: Raw -175519.834948 + Penalty 2414.208288 = -173105.626660
  nChanged 1
		SP:Iteration 19Q (114272.160000 sec): 3 clusters
  Score: Raw -175520.756157 + Penalty 2414.208288 = -173106.547869
  nChanged 2
		SP:Iteration 20F (114272.190000 sec): 3 clusters
  Score: Raw -175521.353053 + Penalty 2414.208288 = -173107.144765
  nChanged 3
		SP:Iteration 21Q (114272.220000 sec): 3 clusters
  Score: Raw -175522.960132 + Penalty 2414.208288 = -173108.751843
  nChanged 2
		SP:Iteration 22Q (114272.250000 sec): 3 clusters
  Score: Raw -175523.453041 + Penalty 2414.208288 = -173109.244753
  nChanged 0
		SP:Iteration 23F (114272.280000 sec): 3 clusters
  Score: Raw -175523.453041 + Penalty 2414.208288 = -173109.244753
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 52 (2810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114272.360000 sec): 2 clusters
  Score: Raw -302217.814856 + Penalty 1290.402711 = -300927.412144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114272.420000 sec): 3 clusters
  Score: Raw -300924.675067 + Penalty 2580.805423 = -298343.869644
  nChanged 1057
		SP:Iteration 1F (114272.480000 sec): 3 clusters
  Score: Raw -301525.092721 + Penalty 2580.805423 = -298944.287298
  nChanged 224
		SP:Iteration 2F (114272.540000 sec): 3 clusters
  Score: Raw -301710.660037 + Penalty 2580.805423 = -299129.854614
  nChanged 175
		SP:Iteration 3F (114272.590000 sec): 3 clusters
  Score: Raw -301861.513696 + Penalty 2580.805423 = -299280.708273
  nChanged 147
		SP:Iteration 4F (114272.650000 sec): 3 clusters
  Score: Raw -301975.173921 + Penalty 2580.805423 = -299394.368498
  nChanged 117
		SP:Iteration 5Q (114272.710000 sec): 3 clusters
  Score: Raw -302064.440668 + Penalty 2580.805423 = -299483.635245
  nChanged 110
		SP:Iteration 6Q (114272.760000 sec): 3 clusters
  Score: Raw -302150.743233 + Penalty 2580.805423 = -299569.937811
  nChanged 102
		SP:Iteration 7Q (114272.820000 sec): 3 clusters
  Score: Raw -302217.032574 + Penalty 2580.805423 = -299636.227152
  nChanged 72
		SP:Iteration 8Q (114272.880000 sec): 3 clusters
  Score: Raw -302264.698691 + Penalty 2580.805423 = -299683.893268
  nChanged 62
		SP:Iteration 9Q (114272.930000 sec): 3 clusters
  Score: Raw -302304.955078 + Penalty 2580.805423 = -299724.149655
  nChanged 47
		SP:Iteration 10Q (114272.990000 sec): 3 clusters
  Score: Raw -302335.587573 + Penalty 2580.805423 = -299754.782151
  nChanged 45
		SP:Iteration 11Q (114273.040000 sec): 3 clusters
  Score: Raw -302363.712699 + Penalty 2580.805423 = -299782.907276
  nChanged 42
		SP:Iteration 12Q (114273.100000 sec): 3 clusters
  Score: Raw -302388.501141 + Penalty 2580.805423 = -299807.695718
  nChanged 40
		SP:Iteration 13Q (114273.160000 sec): 3 clusters
  Score: Raw -302411.774531 + Penalty 2580.805423 = -299830.969108
  nChanged 39
		SP:Iteration 14Q (114273.210000 sec): 3 clusters
  Score: Raw -302434.979342 + Penalty 2580.805423 = -299854.173920
  nChanged 36
		SP:Iteration 15Q (114273.270000 sec): 3 clusters
  Score: Raw -302455.742023 + Penalty 2580.805423 = -299874.936600
  nChanged 24
		SP:Iteration 16Q (114273.320000 sec): 3 clusters
  Score: Raw -302469.023389 + Penalty 2580.805423 = -299888.217966
  nChanged 18
		SP:Iteration 17Q (114273.380000 sec): 3 clusters
  Score: Raw -302477.141548 + Penalty 2580.805423 = -299896.336125
  nChanged 20
		SP:Iteration 18Q (114273.430000 sec): 3 clusters
  Score: Raw -302484.978352 + Penalty 2580.805423 = -299904.172930
  nChanged 11
		SP:Iteration 19Q (114273.490000 sec): 3 clusters
  Score: Raw -302489.439826 + Penalty 2580.805423 = -299908.634403
  nChanged 13
		SP:Iteration 20F (114273.540000 sec): 3 clusters
  Score: Raw -302495.711179 + Penalty 2580.805423 = -299914.905757
  nChanged 15
		SP:Iteration 21Q (114273.600000 sec): 3 clusters
  Score: Raw -302502.656812 + Penalty 2580.805423 = -299921.851390
  nChanged 9
		SP:Iteration 22Q (114273.660000 sec): 3 clusters
  Score: Raw -302506.218754 + Penalty 2580.805423 = -299925.413332
  nChanged 16
		SP:Iteration 23Q (114273.710000 sec): 3 clusters
  Score: Raw -302512.881685 + Penalty 2580.805423 = -299932.076262
  nChanged 13
		SP:Iteration 24Q (114273.760000 sec): 3 clusters
  Score: Raw -302518.887177 + Penalty 2580.805423 = -299938.081754
  nChanged 14
		SP:Iteration 25Q (114273.820000 sec): 3 clusters
  Score: Raw -302525.169653 + Penalty 2580.805423 = -299944.364230
  nChanged 13
		SP:Iteration 26Q (114273.880000 sec): 3 clusters
  Score: Raw -302530.167441 + Penalty 2580.805423 = -299949.362018
  nChanged 16
		SP:Iteration 27Q (114273.930000 sec): 3 clusters
  Score: Raw -302537.364860 + Penalty 2580.805423 = -299956.559437
  nChanged 10
		SP:Iteration 28Q (114273.980000 sec): 3 clusters
  Score: Raw -302540.762160 + Penalty 2580.805423 = -299959.956738
  nChanged 6
		SP:Iteration 29Q (114274.040000 sec): 3 clusters
  Score: Raw -302542.136362 + Penalty 2580.805423 = -299961.330939
  nChanged 7
		SP:Iteration 30Q (114274.090000 sec): 3 clusters
  Score: Raw -302544.595379 + Penalty 2580.805423 = -299963.789957
  nChanged 6
		SP:Iteration 31Q (114274.150000 sec): 3 clusters
  Score: Raw -302547.842492 + Penalty 2580.805423 = -299967.037069
  nChanged 12
		SP:Iteration 32Q (114274.200000 sec): 3 clusters
  Score: Raw -302553.137846 + Penalty 2580.805423 = -299972.332423
  nChanged 12
		SP:Iteration 33Q (114274.260000 sec): 3 clusters
  Score: Raw -302557.401008 + Penalty 2580.805423 = -299976.595585
  nChanged 8
		SP:Iteration 34Q (114274.310000 sec): 3 clusters
  Score: Raw -302560.111257 + Penalty 2580.805423 = -299979.305835
  nChanged 11
		SP:Iteration 35Q (114274.370000 sec): 3 clusters
  Score: Raw -302563.362114 + Penalty 2580.805423 = -299982.556691
  nChanged 4
		SP:Iteration 36Q (114274.420000 sec): 3 clusters
  Score: Raw -302564.730731 + Penalty 2580.805423 = -299983.925308
  nChanged 5
		SP:Iteration 37Q (114274.470000 sec): 3 clusters
  Score: Raw -302567.218247 + Penalty 2580.805423 = -299986.412824
  nChanged 6
		SP:Iteration 38Q (114274.530000 sec): 3 clusters
  Score: Raw -302569.594443 + Penalty 2580.805423 = -299988.789020
  nChanged 8
		SP:Iteration 39Q (114274.580000 sec): 3 clusters
  Score: Raw -302572.392783 + Penalty 2580.805423 = -299991.587360
  nChanged 8
		SP:Iteration 40F (114274.640000 sec): 3 clusters
  Score: Raw -302575.834157 + Penalty 2580.805423 = -299995.028734
  nChanged 8
		SP:Iteration 41Q (114274.690000 sec): 3 clusters
  Score: Raw -302579.260707 + Penalty 2580.805423 = -299998.455284
  nChanged 11
		SP:Iteration 42Q (114274.750000 sec): 3 clusters
  Score: Raw -302584.669152 + Penalty 2580.805423 = -300003.863729
  nChanged 8
		SP:Iteration 43Q (114274.800000 sec): 3 clusters
  Score: Raw -302587.884892 + Penalty 2580.805423 = -300007.079470
  nChanged 7
		SP:Iteration 44Q (114274.860000 sec): 3 clusters
  Score: Raw -302590.511106 + Penalty 2580.805423 = -300009.705683
  nChanged 6
		SP:Iteration 45Q (114274.910000 sec): 3 clusters
  Score: Raw -302592.604988 + Penalty 2580.805423 = -300011.799565
  nChanged 2
		SP:Iteration 46Q (114274.970000 sec): 3 clusters
  Score: Raw -302593.240932 + Penalty 2580.805423 = -300012.435510
  nChanged 2
		SP:Iteration 47Q (114275.020000 sec): 3 clusters
  Score: Raw -302594.084868 + Penalty 2580.805423 = -300013.279445
  nChanged 1
		SP:Iteration 48Q (114275.070000 sec): 3 clusters
  Score: Raw -302594.574978 + Penalty 2580.805423 = -300013.769555
  nChanged 2
		SP:Iteration 49Q (114275.130000 sec): 3 clusters
  Score: Raw -302596.003716 + Penalty 2580.805423 = -300015.198293
  nChanged 4
		SP:Iteration 50Q (114275.180000 sec): 3 clusters
  Score: Raw -302598.146424 + Penalty 2580.805423 = -300017.341002
  nChanged 7
		SP:Iteration 51Q (114275.240000 sec): 3 clusters
  Score: Raw -302601.126027 + Penalty 2580.805423 = -300020.320604
  nChanged 5
		SP:Iteration 52Q (114275.290000 sec): 3 clusters
  Score: Raw -302604.253851 + Penalty 2580.805423 = -300023.448428
  nChanged 8
		SP:Iteration 53Q (114275.350000 sec): 3 clusters
  Score: Raw -302607.837297 + Penalty 2580.805423 = -300027.031875
  nChanged 6
		SP:Iteration 54Q (114275.400000 sec): 3 clusters
  Score: Raw -302609.752308 + Penalty 2580.805423 = -300028.946885
  nChanged 6
		SP:Iteration 55Q (114275.460000 sec): 3 clusters
  Score: Raw -302613.096494 + Penalty 2580.805423 = -300032.291071
  nChanged 5
		SP:Iteration 56Q (114275.510000 sec): 3 clusters
  Score: Raw -302614.768478 + Penalty 2580.805423 = -300033.963055
  nChanged 3
		SP:Iteration 57Q (114275.570000 sec): 3 clusters
  Score: Raw -302615.919677 + Penalty 2580.805423 = -300035.114254
  nChanged 1
		SP:Iteration 58Q (114275.620000 sec): 3 clusters
  Score: Raw -302616.206837 + Penalty 2580.805423 = -300035.401414
  nChanged 0
		SP:Iteration 59F (114275.680000 sec): 3 clusters
  Score: Raw -302616.206837 + Penalty 2580.805423 = -300035.401414
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 53 (3193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114275.750000 sec): 2 clusters
  Score: Raw -301078.836007 + Penalty 1311.166381 = -299767.669626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114275.810000 sec): 3 clusters
  Score: Raw -299488.029148 + Penalty 2622.332763 = -296865.696385
  nChanged 1273
		SP:Iteration 1F (114275.880000 sec): 3 clusters
  Score: Raw -300262.714278 + Penalty 2622.332763 = -297640.381515
  nChanged 299
		SP:Iteration 2F (114275.940000 sec): 3 clusters
  Score: Raw -300496.267286 + Penalty 2622.332763 = -297873.934524
  nChanged 218
		SP:Iteration 3F (114276.000000 sec): 3 clusters
  Score: Raw -300630.971108 + Penalty 2622.332763 = -298008.638345
  nChanged 141
		SP:Iteration 4Q (114276.060000 sec): 3 clusters
  Score: Raw -300723.166703 + Penalty 2622.332763 = -298100.833941
  nChanged 99
		SP:Iteration 5Q (114276.120000 sec): 3 clusters
  Score: Raw -300779.246466 + Penalty 2622.332763 = -298156.913704
  nChanged 72
		SP:Iteration 6Q (114276.180000 sec): 3 clusters
  Score: Raw -300819.502836 + Penalty 2622.332763 = -298197.170073
  nChanged 68
		SP:Iteration 7Q (114276.250000 sec): 3 clusters
  Score: Raw -300860.616241 + Penalty 2622.332763 = -298238.283478
  nChanged 76
		SP:Iteration 8Q (114276.310000 sec): 3 clusters
  Score: Raw -300909.799411 + Penalty 2622.332763 = -298287.466649
  nChanged 79
		SP:Iteration 9Q (114276.370000 sec): 3 clusters
  Score: Raw -300962.717266 + Penalty 2622.332763 = -298340.384503
  nChanged 75
		SP:Iteration 10Q (114276.430000 sec): 3 clusters
  Score: Raw -301004.525591 + Penalty 2622.332763 = -298382.192829
  nChanged 61
		SP:Iteration 11Q (114276.490000 sec): 3 clusters
  Score: Raw -301041.104916 + Penalty 2622.332763 = -298418.772153
  nChanged 62
		SP:Iteration 12Q (114276.550000 sec): 3 clusters
  Score: Raw -301081.206729 + Penalty 2622.332763 = -298458.873966
  nChanged 55
		SP:Iteration 13Q (114276.610000 sec): 3 clusters
  Score: Raw -301108.637642 + Penalty 2622.332763 = -298486.304879
  nChanged 40
		SP:Iteration 14Q (114276.670000 sec): 3 clusters
  Score: Raw -301131.071792 + Penalty 2622.332763 = -298508.739029
  nChanged 38
		SP:Iteration 15Q (114276.730000 sec): 3 clusters
  Score: Raw -301152.958756 + Penalty 2622.332763 = -298530.625993
  nChanged 41
		SP:Iteration 16Q (114276.790000 sec): 3 clusters
  Score: Raw -301173.574557 + Penalty 2622.332763 = -298551.241794
  nChanged 43
		SP:Iteration 17Q (114276.850000 sec): 3 clusters
  Score: Raw -301195.730819 + Penalty 2622.332763 = -298573.398056
  nChanged 30
		SP:Iteration 18Q (114276.920000 sec): 3 clusters
  Score: Raw -301208.245899 + Penalty 2622.332763 = -298585.913136
  nChanged 30
		SP:Iteration 19Q (114276.980000 sec): 3 clusters
  Score: Raw -301221.256543 + Penalty 2622.332763 = -298598.923780
  nChanged 34
		SP:Iteration 20F (114277.040000 sec): 3 clusters
  Score: Raw -301236.107684 + Penalty 2622.332763 = -298613.774921
  nChanged 25
		SP:Iteration 21Q (114277.100000 sec): 3 clusters
  Score: Raw -301247.875694 + Penalty 2622.332763 = -298625.542931
  nChanged 24
		SP:Iteration 22Q (114277.160000 sec): 3 clusters
  Score: Raw -301264.085021 + Penalty 2622.332763 = -298641.752259
  nChanged 23
		SP:Iteration 23Q (114277.220000 sec): 3 clusters
  Score: Raw -301273.734751 + Penalty 2622.332763 = -298651.401989
  nChanged 15
		SP:Iteration 24Q (114277.280000 sec): 3 clusters
  Score: Raw -301279.072932 + Penalty 2622.332763 = -298656.740170
  nChanged 16
		SP:Iteration 25Q (114277.340000 sec): 3 clusters
  Score: Raw -301285.748453 + Penalty 2622.332763 = -298663.415691
  nChanged 13
		SP:Iteration 26Q (114277.400000 sec): 3 clusters
  Score: Raw -301291.482494 + Penalty 2622.332763 = -298669.149732
  nChanged 13
		SP:Iteration 27Q (114277.460000 sec): 3 clusters
  Score: Raw -301297.248284 + Penalty 2622.332763 = -298674.915521
  nChanged 11
		SP:Iteration 28Q (114277.520000 sec): 3 clusters
  Score: Raw -301303.307129 + Penalty 2622.332763 = -298680.974367
  nChanged 9
		SP:Iteration 29Q (114277.580000 sec): 3 clusters
  Score: Raw -301306.328545 + Penalty 2622.332763 = -298683.995782
  nChanged 7
		SP:Iteration 30Q (114277.640000 sec): 3 clusters
  Score: Raw -301309.131786 + Penalty 2622.332763 = -298686.799023
  nChanged 6
		SP:Iteration 31Q (114277.700000 sec): 3 clusters
  Score: Raw -301311.382739 + Penalty 2622.332763 = -298689.049976
  nChanged 5
		SP:Iteration 32Q (114277.760000 sec): 3 clusters
  Score: Raw -301313.186295 + Penalty 2622.332763 = -298690.853533
  nChanged 3
		SP:Iteration 33Q (114277.820000 sec): 3 clusters
  Score: Raw -301314.428099 + Penalty 2622.332763 = -298692.095337
  nChanged 3
		SP:Iteration 34Q (114277.880000 sec): 3 clusters
  Score: Raw -301315.349525 + Penalty 2622.332763 = -298693.016762
  nChanged 4
		SP:Iteration 35Q (114277.940000 sec): 3 clusters
  Score: Raw -301316.655292 + Penalty 2622.332763 = -298694.322529
  nChanged 5
		SP:Iteration 36Q (114278.000000 sec): 3 clusters
  Score: Raw -301318.521692 + Penalty 2622.332763 = -298696.188929
  nChanged 7
		SP:Iteration 37Q (114278.060000 sec): 3 clusters
  Score: Raw -301321.416500 + Penalty 2622.332763 = -298699.083737
  nChanged 3
		SP:Iteration 38Q (114278.120000 sec): 3 clusters
  Score: Raw -301323.131054 + Penalty 2622.332763 = -298700.798292
  nChanged 7
		SP:Iteration 39Q (114278.180000 sec): 3 clusters
  Score: Raw -301326.022155 + Penalty 2622.332763 = -298703.689392
  nChanged 5
		SP:Iteration 40F (114278.240000 sec): 3 clusters
  Score: Raw -301328.751521 + Penalty 2622.332763 = -298706.418759
  nChanged 4
		SP:Iteration 41Q (114278.300000 sec): 3 clusters
  Score: Raw -301330.490398 + Penalty 2622.332763 = -298708.157636
  nChanged 3
		SP:Iteration 42Q (114278.360000 sec): 3 clusters
  Score: Raw -301331.263159 + Penalty 2622.332763 = -298708.930396
  nChanged 2
		SP:Iteration 43Q (114278.420000 sec): 3 clusters
  Score: Raw -301332.247281 + Penalty 2622.332763 = -298709.914519
  nChanged 0
		SP:Iteration 44F (114278.480000 sec): 3 clusters
  Score: Raw -301332.247281 + Penalty 2622.332763 = -298709.914519
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 54 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114278.550000 sec): 2 clusters
  Score: Raw -281326.634083 + Penalty 1285.470974 = -280041.163109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114278.600000 sec): 3 clusters
  Score: Raw -280093.847103 + Penalty 2570.941949 = -277522.905154
  nChanged 985
		SP:Iteration 1F (114278.650000 sec): 3 clusters
  Score: Raw -280695.599096 + Penalty 2570.941949 = -278124.657147
  nChanged 208
		SP:Iteration 2F (114278.710000 sec): 3 clusters
  Score: Raw -280810.777040 + Penalty 2570.941949 = -278239.835091
  nChanged 110
		SP:Iteration 3Q (114278.760000 sec): 3 clusters
  Score: Raw -280870.292353 + Penalty 2570.941949 = -278299.350404
  nChanged 86
		SP:Iteration 4Q (114278.820000 sec): 3 clusters
  Score: Raw -280912.753790 + Penalty 2570.941949 = -278341.811841
  nChanged 59
		SP:Iteration 5Q (114278.870000 sec): 3 clusters
  Score: Raw -280941.026180 + Penalty 2570.941949 = -278370.084231
  nChanged 38
		SP:Iteration 6Q (114278.930000 sec): 3 clusters
  Score: Raw -280952.404322 + Penalty 2570.941949 = -278381.462373
  nChanged 24
		SP:Iteration 7Q (114278.980000 sec): 3 clusters
  Score: Raw -280961.367784 + Penalty 2570.941949 = -278390.425835
  nChanged 18
		SP:Iteration 8Q (114279.040000 sec): 3 clusters
  Score: Raw -280972.464723 + Penalty 2570.941949 = -278401.522774
  nChanged 20
		SP:Iteration 9Q (114279.090000 sec): 3 clusters
  Score: Raw -280981.261418 + Penalty 2570.941949 = -278410.319469
  nChanged 25
		SP:Iteration 10Q (114279.150000 sec): 3 clusters
  Score: Raw -280991.511783 + Penalty 2570.941949 = -278420.569834
  nChanged 16
		SP:Iteration 11Q (114279.200000 sec): 3 clusters
  Score: Raw -280997.690316 + Penalty 2570.941949 = -278426.748367
  nChanged 16
		SP:Iteration 12Q (114279.260000 sec): 3 clusters
  Score: Raw -281002.752789 + Penalty 2570.941949 = -278431.810840
  nChanged 9
		SP:Iteration 13Q (114279.310000 sec): 3 clusters
  Score: Raw -281005.288354 + Penalty 2570.941949 = -278434.346405
  nChanged 7
		SP:Iteration 14Q (114279.370000 sec): 3 clusters
  Score: Raw -281007.240024 + Penalty 2570.941949 = -278436.298075
  nChanged 8
		SP:Iteration 15Q (114279.420000 sec): 3 clusters
  Score: Raw -281009.195489 + Penalty 2570.941949 = -278438.253540
  nChanged 6
		SP:Iteration 16Q (114279.480000 sec): 3 clusters
  Score: Raw -281011.692811 + Penalty 2570.941949 = -278440.750862
  nChanged 6
		SP:Iteration 17Q (114279.530000 sec): 3 clusters
  Score: Raw -281013.465256 + Penalty 2570.941949 = -278442.523307
  nChanged 3
		SP:Iteration 18Q (114279.590000 sec): 3 clusters
  Score: Raw -281013.902206 + Penalty 2570.941949 = -278442.960257
  nChanged 2
		SP:Iteration 19Q (114279.640000 sec): 3 clusters
  Score: Raw -281014.146862 + Penalty 2570.941949 = -278443.204913
  nChanged 4
		SP:Iteration 20F (114279.700000 sec): 3 clusters
  Score: Raw -281015.179712 + Penalty 2570.941949 = -278444.237763
  nChanged 4
		SP:Iteration 21Q (114279.750000 sec): 3 clusters
  Score: Raw -281016.242669 + Penalty 2570.941949 = -278445.300720
  nChanged 2
		SP:Iteration 22Q (114279.810000 sec): 3 clusters
  Score: Raw -281016.624977 + Penalty 2570.941949 = -278445.683028
  nChanged 3
		SP:Iteration 23Q (114279.860000 sec): 3 clusters
  Score: Raw -281017.577962 + Penalty 2570.941949 = -278446.636013
  nChanged 1
		SP:Iteration 24Q (114279.920000 sec): 3 clusters
  Score: Raw -281017.773596 + Penalty 2570.941949 = -278446.831648
  nChanged 2
		SP:Iteration 25Q (114279.970000 sec): 3 clusters
  Score: Raw -281018.541659 + Penalty 2570.941949 = -278447.599710
  nChanged 3
		SP:Iteration 26Q (114280.030000 sec): 3 clusters
  Score: Raw -281019.313807 + Penalty 2570.941949 = -278448.371858
  nChanged 2
		SP:Iteration 27Q (114280.080000 sec): 3 clusters
  Score: Raw -281019.979534 + Penalty 2570.941949 = -278449.037585
  nChanged 1
		SP:Iteration 28Q (114280.140000 sec): 3 clusters
  Score: Raw -281020.325222 + Penalty 2570.941949 = -278449.383273
  nChanged 0
		SP:Iteration 29F (114280.190000 sec): 3 clusters
  Score: Raw -281020.325222 + Penalty 2570.941949 = -278449.383273
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 55 (8103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114280.300000 sec): 2 clusters
  Score: Raw -861028.623482 + Penalty 1462.498317 = -859566.125165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114280.470000 sec): 3 clusters
  Score: Raw -856455.832582 + Penalty 2924.996634 = -853530.835948
  nChanged 3464
		SP:Iteration 1F (114280.600000 sec): 3 clusters
  Score: Raw -858276.262704 + Penalty 2924.996634 = -855351.266070
  nChanged 466
		SP:Iteration 2F (114280.740000 sec): 3 clusters
  Score: Raw -858466.385861 + Penalty 2924.996634 = -855541.389227
  nChanged 364
		SP:Iteration 3Q (114280.890000 sec): 3 clusters
  Score: Raw -858603.466958 + Penalty 2924.996634 = -855678.470324
  nChanged 292
		SP:Iteration 4Q (114281.040000 sec): 3 clusters
  Score: Raw -858705.812454 + Penalty 2924.996634 = -855780.815820
  nChanged 245
		SP:Iteration 5Q (114281.190000 sec): 3 clusters
  Score: Raw -858792.958249 + Penalty 2924.996634 = -855867.961615
  nChanged 226
		SP:Iteration 6Q (114281.350000 sec): 3 clusters
  Score: Raw -858871.215081 + Penalty 2924.996634 = -855946.218447
  nChanged 209
		SP:Iteration 7Q (114281.490000 sec): 3 clusters
  Score: Raw -858936.291886 + Penalty 2924.996634 = -856011.295252
  nChanged 201
		SP:Iteration 8Q (114281.630000 sec): 3 clusters
  Score: Raw -858988.773098 + Penalty 2924.996634 = -856063.776464
  nChanged 166
		SP:Iteration 9Q (114281.780000 sec): 3 clusters
  Score: Raw -859034.655866 + Penalty 2924.996634 = -856109.659232
  nChanged 156
		SP:Iteration 10Q (114281.930000 sec): 3 clusters
  Score: Raw -859089.383819 + Penalty 2924.996634 = -856164.387186
  nChanged 180
		SP:Iteration 11Q (114282.080000 sec): 3 clusters
  Score: Raw -859160.269979 + Penalty 2924.996634 = -856235.273345
  nChanged 204
		SP:Iteration 12Q (114282.230000 sec): 3 clusters
  Score: Raw -859243.441158 + Penalty 2924.996634 = -856318.444524
  nChanged 188
		SP:Iteration 13Q (114282.370000 sec): 3 clusters
  Score: Raw -859326.517770 + Penalty 2924.996634 = -856401.521136
  nChanged 192
		SP:Iteration 14Q (114282.510000 sec): 3 clusters
  Score: Raw -859413.201506 + Penalty 2924.996634 = -856488.204872
  nChanged 201
		SP:Iteration 15Q (114282.670000 sec): 3 clusters
  Score: Raw -859505.596389 + Penalty 2924.996634 = -856580.599755
  nChanged 224
		SP:Iteration 16Q (114282.820000 sec): 3 clusters
  Score: Raw -859599.892874 + Penalty 2924.996634 = -856674.896240
  nChanged 204
		SP:Iteration 17Q (114282.970000 sec): 3 clusters
  Score: Raw -859694.426486 + Penalty 2924.996634 = -856769.429852
  nChanged 203
		SP:Iteration 18Q (114283.100000 sec): 3 clusters
  Score: Raw -859790.764838 + Penalty 2924.996634 = -856865.768204
  nChanged 208
		SP:Iteration 19Q (114283.250000 sec): 3 clusters
  Score: Raw -859899.041254 + Penalty 2924.996634 = -856974.044620
  nChanged 221
		SP:Iteration 20F (114283.400000 sec): 3 clusters
  Score: Raw -860012.056996 + Penalty 2924.996634 = -857087.060362
  nChanged 192
		SP:Iteration 21Q (114283.550000 sec): 3 clusters
  Score: Raw -860108.385288 + Penalty 2924.996634 = -857183.388654
  nChanged 184
		SP:Iteration 22Q (114283.690000 sec): 3 clusters
  Score: Raw -860198.042383 + Penalty 2924.996634 = -857273.045749
  nChanged 152
		SP:Iteration 23Q (114283.830000 sec): 3 clusters
  Score: Raw -860270.513508 + Penalty 2924.996634 = -857345.516875
  nChanged 121
		SP:Iteration 24Q (114283.970000 sec): 3 clusters
  Score: Raw -860320.512028 + Penalty 2924.996634 = -857395.515394
  nChanged 96
		SP:Iteration 25Q (114284.110000 sec): 3 clusters
  Score: Raw -860354.279048 + Penalty 2924.996634 = -857429.282415
  nChanged 83
		SP:Iteration 26Q (114284.250000 sec): 3 clusters
  Score: Raw -860383.890437 + Penalty 2924.996634 = -857458.893804
  nChanged 92
		SP:Iteration 27Q (114284.400000 sec): 3 clusters
  Score: Raw -860414.265557 + Penalty 2924.996634 = -857489.268923
  nChanged 74
		SP:Iteration 28Q (114284.550000 sec): 3 clusters
  Score: Raw -860438.615334 + Penalty 2924.996634 = -857513.618700
  nChanged 81
		SP:Iteration 29Q (114284.690000 sec): 3 clusters
  Score: Raw -860464.732405 + Penalty 2924.996634 = -857539.735771
  nChanged 71
		SP:Iteration 30Q (114284.820000 sec): 3 clusters
  Score: Raw -860486.095469 + Penalty 2924.996634 = -857561.098835
  nChanged 64
		SP:Iteration 31Q (114284.960000 sec): 3 clusters
  Score: Raw -860507.228882 + Penalty 2924.996634 = -857582.232248
  nChanged 66
		SP:Iteration 32Q (114285.100000 sec): 3 clusters
  Score: Raw -860528.596072 + Penalty 2924.996634 = -857603.599438
  nChanged 68
		SP:Iteration 33Q (114285.250000 sec): 3 clusters
  Score: Raw -860555.311071 + Penalty 2924.996634 = -857630.314438
  nChanged 72
		SP:Iteration 34Q (114285.390000 sec): 3 clusters
  Score: Raw -860581.944858 + Penalty 2924.996634 = -857656.948224
  nChanged 71
		SP:Iteration 35Q (114285.530000 sec): 3 clusters
  Score: Raw -860609.047154 + Penalty 2924.996634 = -857684.050520
  nChanged 77
		SP:Iteration 36Q (114285.670000 sec): 3 clusters
  Score: Raw -860643.162313 + Penalty 2924.996634 = -857718.165679
  nChanged 68
		SP:Iteration 37Q (114285.800000 sec): 3 clusters
  Score: Raw -860675.870078 + Penalty 2924.996634 = -857750.873444
  nChanged 81
		SP:Iteration 38Q (114285.930000 sec): 3 clusters
  Score: Raw -860711.382639 + Penalty 2924.996634 = -857786.386006
  nChanged 63
		SP:Iteration 39Q (114286.080000 sec): 3 clusters
  Score: Raw -860742.927562 + Penalty 2924.996634 = -857817.930928
  nChanged 61
		SP:Iteration 40F (114286.220000 sec): 3 clusters
  Score: Raw -860769.404459 + Penalty 2924.996634 = -857844.407826
  nChanged 58
		SP:Iteration 41Q (114286.370000 sec): 3 clusters
  Score: Raw -860796.627890 + Penalty 2924.996634 = -857871.631256
  nChanged 56
		SP:Iteration 42Q (114286.510000 sec): 3 clusters
  Score: Raw -860828.701149 + Penalty 2924.996634 = -857903.704515
  nChanged 63
		SP:Iteration 43Q (114286.650000 sec): 3 clusters
  Score: Raw -860866.286337 + Penalty 2924.996634 = -857941.289703
  nChanged 63
		SP:Iteration 44Q (114286.780000 sec): 3 clusters
  Score: Raw -860915.003167 + Penalty 2924.996634 = -857990.006534
  nChanged 61
		SP:Iteration 45Q (114286.900000 sec): 3 clusters
  Score: Raw -860954.069032 + Penalty 2924.996634 = -858029.072398
  nChanged 53
		SP:Iteration 46Q (114287.040000 sec): 3 clusters
  Score: Raw -860984.740610 + Penalty 2924.996634 = -858059.743977
  nChanged 50
		SP:Iteration 47Q (114287.180000 sec): 3 clusters
  Score: Raw -861015.666079 + Penalty 2924.996634 = -858090.669446
  nChanged 35
		SP:Iteration 48Q (114287.320000 sec): 3 clusters
  Score: Raw -861037.218436 + Penalty 2924.996634 = -858112.221802
  nChanged 30
		SP:Iteration 49Q (114287.460000 sec): 3 clusters
  Score: Raw -861050.018170 + Penalty 2924.996634 = -858125.021536
  nChanged 19
		SP:Iteration 50Q (114287.610000 sec): 3 clusters
  Score: Raw -861059.813991 + Penalty 2924.996634 = -858134.817357
  nChanged 20
		SP:Iteration 51Q (114287.820000 sec): 3 clusters
  Score: Raw -861071.961685 + Penalty 2924.996634 = -858146.965051
  nChanged 18
		SP:Iteration 52Q (114287.940000 sec): 3 clusters
  Score: Raw -861083.787588 + Penalty 2924.996634 = -858158.790954
  nChanged 15
		SP:Iteration 53Q (114288.080000 sec): 3 clusters
  Score: Raw -861091.117401 + Penalty 2924.996634 = -858166.120767
  nChanged 15
		SP:Iteration 54Q (114288.220000 sec): 3 clusters
  Score: Raw -861097.713396 + Penalty 2924.996634 = -858172.716762
  nChanged 13
		SP:Iteration 55Q (114288.350000 sec): 3 clusters
  Score: Raw -861105.552908 + Penalty 2924.996634 = -858180.556274
  nChanged 14
		SP:Iteration 56Q (114288.480000 sec): 3 clusters
  Score: Raw -861114.716571 + Penalty 2924.996634 = -858189.719937
  nChanged 15
		SP:Iteration 57Q (114288.610000 sec): 3 clusters
  Score: Raw -861121.802104 + Penalty 2924.996634 = -858196.805470
  nChanged 11
		SP:Iteration 58Q (114288.740000 sec): 3 clusters
  Score: Raw -861128.011728 + Penalty 2924.996634 = -858203.015094
  nChanged 10
		SP:Iteration 59Q (114288.880000 sec): 3 clusters
  Score: Raw -861133.791319 + Penalty 2924.996634 = -858208.794685
  nChanged 4
		SP:Iteration 60F (114289.030000 sec): 3 clusters
  Score: Raw -861135.279581 + Penalty 2924.996634 = -858210.282947
  nChanged 2
		SP:Iteration 61Q (114289.170000 sec): 3 clusters
  Score: Raw -861136.856770 + Penalty 2924.996634 = -858211.860136
  nChanged 5
		SP:Iteration 62Q (114289.310000 sec): 3 clusters
  Score: Raw -861138.551243 + Penalty 2924.996634 = -858213.554609
  nChanged 2
		SP:Iteration 63Q (114289.450000 sec): 3 clusters
  Score: Raw -861139.348278 + Penalty 2924.996634 = -858214.351644
  nChanged 1
		SP:Iteration 64Q (114289.580000 sec): 3 clusters
  Score: Raw -861140.176169 + Penalty 2924.996634 = -858215.179535
  nChanged 5
		SP:Iteration 65Q (114289.700000 sec): 3 clusters
  Score: Raw -861143.223188 + Penalty 2924.996634 = -858218.226554
  nChanged 4
		SP:Iteration 66Q (114289.830000 sec): 3 clusters
  Score: Raw -861146.130961 + Penalty 2924.996634 = -858221.134328
  nChanged 6
		SP:Iteration 67Q (114289.960000 sec): 3 clusters
  Score: Raw -861150.982801 + Penalty 2924.996634 = -858225.986167
  nChanged 5
		SP:Iteration 68Q (114290.100000 sec): 3 clusters
  Score: Raw -861154.854311 + Penalty 2924.996634 = -858229.857677
  nChanged 7
		SP:Iteration 69Q (114290.240000 sec): 3 clusters
  Score: Raw -861158.919456 + Penalty 2924.996634 = -858233.922823
  nChanged 1
		SP:Iteration 70Q (114290.380000 sec): 3 clusters
  Score: Raw -861159.629475 + Penalty 2924.996634 = -858234.632841
  nChanged 0
		SP:Iteration 71F (114290.530000 sec): 3 clusters
  Score: Raw -861159.629475 + Penalty 2924.996634 = -858234.632841
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 56 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114290.600000 sec): 2 clusters
  Score: Raw -136711.659896 + Penalty 1194.563212 = -135517.096684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114290.630000 sec): 3 clusters
  Score: Raw -136180.150364 + Penalty 2389.126424 = -133791.023941
  nChanged 500
		SP:Iteration 1F (114290.660000 sec): 3 clusters
  Score: Raw -136650.306423 + Penalty 2389.126424 = -134261.180000
  nChanged 109
		SP:Iteration 2F (114290.700000 sec): 3 clusters
  Score: Raw -136746.441743 + Penalty 2389.126424 = -134357.315319
  nChanged 70
		SP:Iteration 3Q (114290.730000 sec): 3 clusters
  Score: Raw -136807.389629 + Penalty 2389.126424 = -134418.263205
  nChanged 55
		SP:Iteration 4Q (114290.760000 sec): 3 clusters
  Score: Raw -136857.956419 + Penalty 2389.126424 = -134468.829996
  nChanged 45
		SP:Iteration 5Q (114290.790000 sec): 3 clusters
  Score: Raw -136891.184894 + Penalty 2389.126424 = -134502.058470
  nChanged 29
		SP:Iteration 6Q (114290.820000 sec): 3 clusters
  Score: Raw -136907.469311 + Penalty 2389.126424 = -134518.342887
  nChanged 21
		SP:Iteration 7Q (114290.850000 sec): 3 clusters
  Score: Raw -136922.307646 + Penalty 2389.126424 = -134533.181222
  nChanged 20
		SP:Iteration 8Q (114290.880000 sec): 3 clusters
  Score: Raw -136938.645834 + Penalty 2389.126424 = -134549.519410
  nChanged 16
		SP:Iteration 9Q (114290.910000 sec): 3 clusters
  Score: Raw -136951.020873 + Penalty 2389.126424 = -134561.894449
  nChanged 18
		SP:Iteration 10Q (114290.940000 sec): 3 clusters
  Score: Raw -136961.277493 + Penalty 2389.126424 = -134572.151070
  nChanged 13
		SP:Iteration 11Q (114290.970000 sec): 3 clusters
  Score: Raw -136970.381538 + Penalty 2389.126424 = -134581.255114
  nChanged 14
		SP:Iteration 12Q (114291.000000 sec): 3 clusters
  Score: Raw -136978.448599 + Penalty 2389.126424 = -134589.322176
  nChanged 12
		SP:Iteration 13Q (114291.030000 sec): 3 clusters
  Score: Raw -136986.389907 + Penalty 2389.126424 = -134597.263484
  nChanged 16
		SP:Iteration 14Q (114291.060000 sec): 3 clusters
  Score: Raw -136995.469871 + Penalty 2389.126424 = -134606.343447
  nChanged 11
		SP:Iteration 15Q (114291.090000 sec): 3 clusters
  Score: Raw -137001.112964 + Penalty 2389.126424 = -134611.986540
  nChanged 6
		SP:Iteration 16Q (114291.120000 sec): 3 clusters
  Score: Raw -137004.485847 + Penalty 2389.126424 = -134615.359424
  nChanged 5
		SP:Iteration 17Q (114291.150000 sec): 3 clusters
  Score: Raw -137008.720859 + Penalty 2389.126424 = -134619.594436
  nChanged 5
		SP:Iteration 18Q (114291.180000 sec): 3 clusters
  Score: Raw -137012.090062 + Penalty 2389.126424 = -134622.963639
  nChanged 6
		SP:Iteration 19Q (114291.220000 sec): 3 clusters
  Score: Raw -137015.773830 + Penalty 2389.126424 = -134626.647406
  nChanged 7
		SP:Iteration 20F (114291.240000 sec): 3 clusters
  Score: Raw -137020.019634 + Penalty 2389.126424 = -134630.893211
  nChanged 7
		SP:Iteration 21Q (114291.280000 sec): 3 clusters
  Score: Raw -137024.883566 + Penalty 2389.126424 = -134635.757142
  nChanged 7
		SP:Iteration 22Q (114291.300000 sec): 3 clusters
  Score: Raw -137027.577123 + Penalty 2389.126424 = -134638.450699
  nChanged 5
		SP:Iteration 23Q (114291.340000 sec): 3 clusters
  Score: Raw -137030.727380 + Penalty 2389.126424 = -134641.600957
  nChanged 12
		SP:Iteration 24Q (114291.360000 sec): 3 clusters
  Score: Raw -137040.401723 + Penalty 2389.126424 = -134651.275300
  nChanged 18
		SP:Iteration 25Q (114291.400000 sec): 3 clusters
  Score: Raw -137055.184080 + Penalty 2389.126424 = -134666.057656
  nChanged 19
		SP:Iteration 26Q (114291.420000 sec): 3 clusters
  Score: Raw -137081.910128 + Penalty 2389.126424 = -134692.783704
  nChanged 26
		SP:Iteration 27Q (114291.460000 sec): 3 clusters
  Score: Raw -137113.842290 + Penalty 2389.126424 = -134724.715866
  nChanged 23
		SP:Iteration 28Q (114291.490000 sec): 3 clusters
  Score: Raw -137139.834027 + Penalty 2389.126424 = -134750.707603
  nChanged 19
		SP:Iteration 29Q (114291.520000 sec): 3 clusters
  Score: Raw -137158.454162 + Penalty 2389.126424 = -134769.327738
  nChanged 14
		SP:Iteration 30Q (114291.540000 sec): 3 clusters
  Score: Raw -137171.931868 + Penalty 2389.126424 = -134782.805444
  nChanged 18
		SP:Iteration 31Q (114291.580000 sec): 3 clusters
  Score: Raw -137204.046215 + Penalty 2389.126424 = -134814.919791
  nChanged 24
		SP:Iteration 32Q (114291.600000 sec): 3 clusters
  Score: Raw -137235.140424 + Penalty 2389.126424 = -134846.014000
  nChanged 21
		SP:Iteration 33Q (114291.640000 sec): 3 clusters
  Score: Raw -137251.949538 + Penalty 2389.126424 = -134862.823115
  nChanged 11
		SP:Iteration 34Q (114291.660000 sec): 3 clusters
  Score: Raw -137262.043670 + Penalty 2389.126424 = -134872.917246
  nChanged 7
		SP:Iteration 35Q (114291.700000 sec): 3 clusters
  Score: Raw -137266.669871 + Penalty 2389.126424 = -134877.543447
  nChanged 9
		SP:Iteration 36Q (114291.720000 sec): 3 clusters
  Score: Raw -137274.469979 + Penalty 2389.126424 = -134885.343555
  nChanged 14
		SP:Iteration 37Q (114291.760000 sec): 3 clusters
  Score: Raw -137290.376844 + Penalty 2389.126424 = -134901.250421
  nChanged 11
		SP:Iteration 38Q (114291.780000 sec): 3 clusters
  Score: Raw -137303.886498 + Penalty 2389.126424 = -134914.760074
  nChanged 12
		SP:Iteration 39Q (114291.820000 sec): 3 clusters
  Score: Raw -137313.781362 + Penalty 2389.126424 = -134924.654938
  nChanged 9
		SP:Iteration 40F (114291.840000 sec): 3 clusters
  Score: Raw -137321.866885 + Penalty 2389.126424 = -134932.740462
  nChanged 12
		SP:Iteration 41Q (114291.880000 sec): 3 clusters
  Score: Raw -137328.396500 + Penalty 2389.126424 = -134939.270077
  nChanged 4
		SP:Iteration 42Q (114291.900000 sec): 3 clusters
  Score: Raw -137330.632136 + Penalty 2389.126424 = -134941.505712
  nChanged 4
		SP:Iteration 43Q (114291.930000 sec): 3 clusters
  Score: Raw -137333.107452 + Penalty 2389.126424 = -134943.981029
  nChanged 3
		SP:Iteration 44Q (114291.960000 sec): 3 clusters
  Score: Raw -137335.851208 + Penalty 2389.126424 = -134946.724784
  nChanged 3
		SP:Iteration 45Q (114291.990000 sec): 3 clusters
  Score: Raw -137337.438442 + Penalty 2389.126424 = -134948.312018
  nChanged 1
		SP:Iteration 46Q (114292.020000 sec): 3 clusters
  Score: Raw -137338.076154 + Penalty 2389.126424 = -134948.949730
  nChanged 2
		SP:Iteration 47Q (114292.050000 sec): 3 clusters
  Score: Raw -137339.031404 + Penalty 2389.126424 = -134949.904981
  nChanged 1
		SP:Iteration 48Q (114292.080000 sec): 3 clusters
  Score: Raw -137339.831861 + Penalty 2389.126424 = -134950.705437
  nChanged 1
		SP:Iteration 49Q (114292.110000 sec): 3 clusters
  Score: Raw -137340.513299 + Penalty 2389.126424 = -134951.386875
  nChanged 0
		SP:Iteration 50F (114292.140000 sec): 3 clusters
  Score: Raw -137340.513299 + Penalty 2389.126424 = -134951.386875
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 57 (1945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114292.210000 sec): 2 clusters
  Score: Raw -197566.620171 + Penalty 1230.615304 = -196336.004866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114292.240000 sec): 3 clusters
  Score: Raw -196793.726764 + Penalty 2461.230608 = -194332.496156
  nChanged 649
		SP:Iteration 1F (114292.280000 sec): 3 clusters
  Score: Raw -197194.704686 + Penalty 2461.230608 = -194733.474078
  nChanged 127
		SP:Iteration 2F (114292.320000 sec): 3 clusters
  Score: Raw -197283.530438 + Penalty 2461.230608 = -194822.299830
  nChanged 82
		SP:Iteration 3Q (114292.360000 sec): 3 clusters
  Score: Raw -197339.886710 + Penalty 2461.230608 = -194878.656102
  nChanged 64
		SP:Iteration 4Q (114292.400000 sec): 3 clusters
  Score: Raw -197375.622141 + Penalty 2461.230608 = -194914.391533
  nChanged 40
		SP:Iteration 5Q (114292.440000 sec): 3 clusters
  Score: Raw -197396.727937 + Penalty 2461.230608 = -194935.497328
  nChanged 39
		SP:Iteration 6Q (114292.470000 sec): 3 clusters
  Score: Raw -197421.672332 + Penalty 2461.230608 = -194960.441724
  nChanged 38
		SP:Iteration 7Q (114292.510000 sec): 3 clusters
  Score: Raw -197443.083073 + Penalty 2461.230608 = -194981.852464
  nChanged 36
		SP:Iteration 8Q (114292.550000 sec): 3 clusters
  Score: Raw -197469.803584 + Penalty 2461.230608 = -195008.572976
  nChanged 32
		SP:Iteration 9Q (114292.590000 sec): 3 clusters
  Score: Raw -197491.024725 + Penalty 2461.230608 = -195029.794117
  nChanged 39
		SP:Iteration 10Q (114292.630000 sec): 3 clusters
  Score: Raw -197509.033359 + Penalty 2461.230608 = -195047.802751
  nChanged 19
		SP:Iteration 11Q (114292.660000 sec): 3 clusters
  Score: Raw -197519.148074 + Penalty 2461.230608 = -195057.917465
  nChanged 17
		SP:Iteration 12Q (114292.700000 sec): 3 clusters
  Score: Raw -197528.675441 + Penalty 2461.230608 = -195067.444833
  nChanged 28
		SP:Iteration 13Q (114292.740000 sec): 3 clusters
  Score: Raw -197545.636256 + Penalty 2461.230608 = -195084.405648
  nChanged 21
		SP:Iteration 14Q (114292.780000 sec): 3 clusters
  Score: Raw -197557.418977 + Penalty 2461.230608 = -195096.188368
  nChanged 17
		SP:Iteration 15Q (114292.820000 sec): 3 clusters
  Score: Raw -197565.881758 + Penalty 2461.230608 = -195104.651150
  nChanged 13
		SP:Iteration 16Q (114292.860000 sec): 3 clusters
  Score: Raw -197572.335580 + Penalty 2461.230608 = -195111.104972
  nChanged 9
		SP:Iteration 17Q (114292.900000 sec): 3 clusters
  Score: Raw -197578.102008 + Penalty 2461.230608 = -195116.871400
  nChanged 10
		SP:Iteration 18Q (114292.930000 sec): 3 clusters
  Score: Raw -197583.013051 + Penalty 2461.230608 = -195121.782443
  nChanged 9
		SP:Iteration 19Q (114292.970000 sec): 3 clusters
  Score: Raw -197586.864459 + Penalty 2461.230608 = -195125.633851
  nChanged 3
		SP:Iteration 20F (114293.010000 sec): 3 clusters
  Score: Raw -197588.666838 + Penalty 2461.230608 = -195127.436229
  nChanged 4
		SP:Iteration 21Q (114293.050000 sec): 3 clusters
  Score: Raw -197589.942887 + Penalty 2461.230608 = -195128.712279
  nChanged 1
		SP:Iteration 22Q (114293.080000 sec): 3 clusters
  Score: Raw -197590.655137 + Penalty 2461.230608 = -195129.424528
  nChanged 1
		SP:Iteration 23Q (114293.120000 sec): 3 clusters
  Score: Raw -197591.316986 + Penalty 2461.230608 = -195130.086378
  nChanged 2
		SP:Iteration 24Q (114293.160000 sec): 3 clusters
  Score: Raw -197592.154720 + Penalty 2461.230608 = -195130.924112
  nChanged 1
		SP:Iteration 25Q (114293.200000 sec): 3 clusters
  Score: Raw -197592.679465 + Penalty 2461.230608 = -195131.448856
  nChanged 1
		SP:Iteration 26Q (114293.240000 sec): 3 clusters
  Score: Raw -197593.644981 + Penalty 2461.230608 = -195132.414372
  nChanged 2
		SP:Iteration 27Q (114293.280000 sec): 3 clusters
  Score: Raw -197594.624499 + Penalty 2461.230608 = -195133.393891
  nChanged 3
		SP:Iteration 28Q (114293.310000 sec): 3 clusters
  Score: Raw -197596.647460 + Penalty 2461.230608 = -195135.416851
  nChanged 5
		SP:Iteration 29Q (114293.350000 sec): 3 clusters
  Score: Raw -197598.696195 + Penalty 2461.230608 = -195137.465587
  nChanged 5
		SP:Iteration 30Q (114293.390000 sec): 3 clusters
  Score: Raw -197600.001081 + Penalty 2461.230608 = -195138.770473
  nChanged 3
		SP:Iteration 31Q (114293.430000 sec): 3 clusters
  Score: Raw -197601.037297 + Penalty 2461.230608 = -195139.806688
  nChanged 1
		SP:Iteration 32Q (114293.470000 sec): 3 clusters
  Score: Raw -197601.998574 + Penalty 2461.230608 = -195140.767965
  nChanged 2
		SP:Iteration 33Q (114293.500000 sec): 3 clusters
  Score: Raw -197603.046474 + Penalty 2461.230608 = -195141.815866
  nChanged 2
		SP:Iteration 34Q (114293.540000 sec): 3 clusters
  Score: Raw -197603.723369 + Penalty 2461.230608 = -195142.492761
  nChanged 0
		SP:Iteration 35F (114293.580000 sec): 3 clusters
  Score: Raw -197603.723369 + Penalty 2461.230608 = -195142.492761
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 58 (3928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114293.660000 sec): 2 clusters
  Score: Raw -378692.849170 + Penalty 1344.831421 = -377348.017749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114293.740000 sec): 3 clusters
  Score: Raw -376760.726624 + Penalty 2689.662843 = -374071.063782
  nChanged 1548
		SP:Iteration 1F (114293.820000 sec): 3 clusters
  Score: Raw -377672.155956 + Penalty 2689.662843 = -374982.493114
  nChanged 293
		SP:Iteration 2F (114293.900000 sec): 3 clusters
  Score: Raw -377863.356111 + Penalty 2689.662843 = -375173.693268
  nChanged 245
		SP:Iteration 3F (114293.970000 sec): 3 clusters
  Score: Raw -378025.849888 + Penalty 2689.662843 = -375336.187045
  nChanged 190
		SP:Iteration 4Q (114294.050000 sec): 3 clusters
  Score: Raw -378150.801719 + Penalty 2689.662843 = -375461.138876
  nChanged 199
		SP:Iteration 5F (114294.120000 sec): 3 clusters
  Score: Raw -378288.931048 + Penalty 2689.662843 = -375599.268205
  nChanged 178
		SP:Iteration 6Q (114294.200000 sec): 3 clusters
  Score: Raw -378409.997157 + Penalty 2689.662843 = -375720.334314
  nChanged 147
		SP:Iteration 7Q (114294.280000 sec): 3 clusters
  Score: Raw -378512.389986 + Penalty 2689.662843 = -375822.727144
  nChanged 137
		SP:Iteration 8Q (114294.350000 sec): 3 clusters
  Score: Raw -378609.818901 + Penalty 2689.662843 = -375920.156058
  nChanged 127
		SP:Iteration 9Q (114294.430000 sec): 3 clusters
  Score: Raw -378691.717898 + Penalty 2689.662843 = -376002.055055
  nChanged 104
		SP:Iteration 10Q (114294.510000 sec): 3 clusters
  Score: Raw -378762.968511 + Penalty 2689.662843 = -376073.305669
  nChanged 99
		SP:Iteration 11Q (114294.580000 sec): 3 clusters
  Score: Raw -378831.864944 + Penalty 2689.662843 = -376142.202102
  nChanged 81
		SP:Iteration 12Q (114294.660000 sec): 3 clusters
  Score: Raw -378880.134360 + Penalty 2689.662843 = -376190.471517
  nChanged 75
		SP:Iteration 13Q (114294.740000 sec): 3 clusters
  Score: Raw -378928.262262 + Penalty 2689.662843 = -376238.599419
  nChanged 69
		SP:Iteration 14Q (114294.810000 sec): 3 clusters
  Score: Raw -378975.967249 + Penalty 2689.662843 = -376286.304406
  nChanged 69
		SP:Iteration 15Q (114294.890000 sec): 3 clusters
  Score: Raw -379018.374265 + Penalty 2689.662843 = -376328.711423
  nChanged 75
		SP:Iteration 16Q (114294.960000 sec): 3 clusters
  Score: Raw -379065.470125 + Penalty 2689.662843 = -376375.807282
  nChanged 60
		SP:Iteration 17Q (114295.040000 sec): 3 clusters
  Score: Raw -379095.909252 + Penalty 2689.662843 = -376406.246409
  nChanged 52
		SP:Iteration 18Q (114295.110000 sec): 3 clusters
  Score: Raw -379119.712035 + Penalty 2689.662843 = -376430.049192
  nChanged 49
		SP:Iteration 19Q (114295.190000 sec): 3 clusters
  Score: Raw -379137.967377 + Penalty 2689.662843 = -376448.304534
  nChanged 23
		SP:Iteration 20F (114295.260000 sec): 3 clusters
  Score: Raw -379145.114553 + Penalty 2689.662843 = -376455.451711
  nChanged 19
		SP:Iteration 21Q (114295.340000 sec): 3 clusters
  Score: Raw -379150.580637 + Penalty 2689.662843 = -376460.917794
  nChanged 15
		SP:Iteration 22Q (114295.410000 sec): 3 clusters
  Score: Raw -379155.066872 + Penalty 2689.662843 = -376465.404030
  nChanged 13
		SP:Iteration 23Q (114295.490000 sec): 3 clusters
  Score: Raw -379158.965699 + Penalty 2689.662843 = -376469.302857
  nChanged 11
		SP:Iteration 24Q (114295.560000 sec): 3 clusters
  Score: Raw -379163.037792 + Penalty 2689.662843 = -376473.374949
  nChanged 10
		SP:Iteration 25Q (114295.640000 sec): 3 clusters
  Score: Raw -379165.491823 + Penalty 2689.662843 = -376475.828981
  nChanged 5
		SP:Iteration 26Q (114295.720000 sec): 3 clusters
  Score: Raw -379166.892387 + Penalty 2689.662843 = -376477.229544
  nChanged 4
		SP:Iteration 27Q (114295.790000 sec): 3 clusters
  Score: Raw -379167.877165 + Penalty 2689.662843 = -376478.214323
  nChanged 3
		SP:Iteration 28Q (114295.860000 sec): 3 clusters
  Score: Raw -379168.651570 + Penalty 2689.662843 = -376478.988727
  nChanged 3
		SP:Iteration 29Q (114295.940000 sec): 3 clusters
  Score: Raw -379168.955211 + Penalty 2689.662843 = -376479.292368
  nChanged 0
		SP:Iteration 30F (114296.020000 sec): 3 clusters
  Score: Raw -379168.955211 + Penalty 2689.662843 = -376479.292368
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 59 (11696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114296.150000 sec): 2 clusters
  Score: Raw -1120669.513615 + Penalty 1522.137855 = -1119147.375760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114296.330000 sec): 3 clusters
  Score: Raw -1113919.068017 + Penalty 3044.275709 = -1110874.792307
  nChanged 5141
		SP:Iteration 1F (114296.520000 sec): 3 clusters
  Score: Raw -1116932.374235 + Penalty 3044.275709 = -1113888.098526
  nChanged 915
		SP:Iteration 2F (114296.680000 sec): 3 clusters
  Score: Raw -1117546.378578 + Penalty 3044.275709 = -1114502.102868
  nChanged 862
		SP:Iteration 3F (114296.870000 sec): 3 clusters
  Score: Raw -1118191.247363 + Penalty 3044.275709 = -1115146.971654
  nChanged 823
		SP:Iteration 4F (114297.040000 sec): 3 clusters
  Score: Raw -1118732.787635 + Penalty 3044.275709 = -1115688.511925
  nChanged 720
		SP:Iteration 5F (114297.210000 sec): 3 clusters
  Score: Raw -1119188.709380 + Penalty 3044.275709 = -1116144.433671
  nChanged 627
		SP:Iteration 6F (114297.390000 sec): 3 clusters
  Score: Raw -1119534.605932 + Penalty 3044.275709 = -1116490.330223
  nChanged 515
		SP:Iteration 7Q (114297.560000 sec): 3 clusters
  Score: Raw -1119817.137066 + Penalty 3044.275709 = -1116772.861357
  nChanged 430
		SP:Iteration 8Q (114297.750000 sec): 3 clusters
  Score: Raw -1120036.354149 + Penalty 3044.275709 = -1116992.078440
  nChanged 371
		SP:Iteration 9Q (114297.920000 sec): 3 clusters
  Score: Raw -1120208.133636 + Penalty 3044.275709 = -1117163.857927
  nChanged 330
		SP:Iteration 10Q (114298.120000 sec): 3 clusters
  Score: Raw -1120331.557401 + Penalty 3044.275709 = -1117287.281692
  nChanged 248
		SP:Iteration 11Q (114298.300000 sec): 3 clusters
  Score: Raw -1120417.017006 + Penalty 3044.275709 = -1117372.741297
  nChanged 224
		SP:Iteration 12Q (114298.470000 sec): 3 clusters
  Score: Raw -1120481.455621 + Penalty 3044.275709 = -1117437.179912
  nChanged 167
		SP:Iteration 13Q (114298.660000 sec): 3 clusters
  Score: Raw -1120529.345432 + Penalty 3044.275709 = -1117485.069723
  nChanged 148
		SP:Iteration 14Q (114298.840000 sec): 3 clusters
  Score: Raw -1120571.396386 + Penalty 3044.275709 = -1117527.120677
  nChanged 142
		SP:Iteration 15Q (114299.040000 sec): 3 clusters
  Score: Raw -1120612.031016 + Penalty 3044.275709 = -1117567.755307
  nChanged 132
		SP:Iteration 16Q (114299.210000 sec): 3 clusters
  Score: Raw -1120649.161497 + Penalty 3044.275709 = -1117604.885788
  nChanged 124
		SP:Iteration 17Q (114299.390000 sec): 3 clusters
  Score: Raw -1120682.921026 + Penalty 3044.275709 = -1117638.645317
  nChanged 136
		SP:Iteration 18Q (114299.580000 sec): 3 clusters
  Score: Raw -1120711.555649 + Penalty 3044.275709 = -1117667.279940
  nChanged 100
		SP:Iteration 19Q (114299.760000 sec): 3 clusters
  Score: Raw -1120730.982090 + Penalty 3044.275709 = -1117686.706381
  nChanged 96
		SP:Iteration 20F (114299.930000 sec): 3 clusters
  Score: Raw -1120750.574137 + Penalty 3044.275709 = -1117706.298428
  nChanged 86
		SP:Iteration 21Q (114300.120000 sec): 3 clusters
  Score: Raw -1120767.812153 + Penalty 3044.275709 = -1117723.536444
  nChanged 72
		SP:Iteration 22Q (114300.290000 sec): 3 clusters
  Score: Raw -1120779.332679 + Penalty 3044.275709 = -1117735.056970
  nChanged 60
		SP:Iteration 23Q (114300.490000 sec): 3 clusters
  Score: Raw -1120788.526737 + Penalty 3044.275709 = -1117744.251027
  nChanged 57
		SP:Iteration 24Q (114300.670000 sec): 3 clusters
  Score: Raw -1120799.625092 + Penalty 3044.275709 = -1117755.349383
  nChanged 61
		SP:Iteration 25Q (114300.840000 sec): 3 clusters
  Score: Raw -1120809.990858 + Penalty 3044.275709 = -1117765.715149
  nChanged 53
		SP:Iteration 26Q (114301.020000 sec): 3 clusters
  Score: Raw -1120817.665673 + Penalty 3044.275709 = -1117773.389963
  nChanged 38
		SP:Iteration 27Q (114301.200000 sec): 3 clusters
  Score: Raw -1120823.210092 + Penalty 3044.275709 = -1117778.934383
  nChanged 41
		SP:Iteration 28Q (114301.370000 sec): 3 clusters
  Score: Raw -1120829.382540 + Penalty 3044.275709 = -1117785.106831
  nChanged 37
		SP:Iteration 29Q (114301.560000 sec): 3 clusters
  Score: Raw -1120834.262640 + Penalty 3044.275709 = -1117789.986930
  nChanged 35
		SP:Iteration 30Q (114301.720000 sec): 3 clusters
  Score: Raw -1120839.271103 + Penalty 3044.275709 = -1117794.995394
  nChanged 36
		SP:Iteration 31Q (114301.920000 sec): 3 clusters
  Score: Raw -1120845.068480 + Penalty 3044.275709 = -1117800.792771
  nChanged 37
		SP:Iteration 32Q (114302.090000 sec): 3 clusters
  Score: Raw -1120851.405288 + Penalty 3044.275709 = -1117807.129579
  nChanged 36
		SP:Iteration 33Q (114302.290000 sec): 3 clusters
  Score: Raw -1120857.366746 + Penalty 3044.275709 = -1117813.091037
  nChanged 33
		SP:Iteration 34Q (114302.460000 sec): 3 clusters
  Score: Raw -1120863.049080 + Penalty 3044.275709 = -1117818.773371
  nChanged 43
		SP:Iteration 35Q (114302.640000 sec): 3 clusters
  Score: Raw -1120871.151275 + Penalty 3044.275709 = -1117826.875566
  nChanged 49
		SP:Iteration 36Q (114302.870000 sec): 3 clusters
  Score: Raw -1120878.809417 + Penalty 3044.275709 = -1117834.533708
  nChanged 45
		SP:Iteration 37Q (114303.120000 sec): 3 clusters
  Score: Raw -1120887.154889 + Penalty 3044.275709 = -1117842.879180
  nChanged 49
		SP:Iteration 38Q (114303.380000 sec): 3 clusters
  Score: Raw -1120897.531588 + Penalty 3044.275709 = -1117853.255879
  nChanged 56
		SP:Iteration 39Q (114303.630000 sec): 3 clusters
  Score: Raw -1120908.158813 + Penalty 3044.275709 = -1117863.883104
  nChanged 55
		SP:Iteration 40F (114303.880000 sec): 3 clusters
  Score: Raw -1120919.532551 + Penalty 3044.275709 = -1117875.256842
  nChanged 56
		SP:Iteration 41Q (114304.130000 sec): 3 clusters
  Score: Raw -1120929.510983 + Penalty 3044.275709 = -1117885.235274
  nChanged 51
		SP:Iteration 42Q (114304.380000 sec): 3 clusters
  Score: Raw -1120938.872778 + Penalty 3044.275709 = -1117894.597069
  nChanged 60
		SP:Iteration 43Q (114304.640000 sec): 3 clusters
  Score: Raw -1120949.014893 + Penalty 3044.275709 = -1117904.739184
  nChanged 48
		SP:Iteration 44Q (114304.870000 sec): 3 clusters
  Score: Raw -1120961.056802 + Penalty 3044.275709 = -1117916.781093
  nChanged 51
		SP:Iteration 45Q (114305.040000 sec): 3 clusters
  Score: Raw -1120972.546737 + Penalty 3044.275709 = -1117928.271028
  nChanged 56
		SP:Iteration 46Q (114305.230000 sec): 3 clusters
  Score: Raw -1120982.718372 + Penalty 3044.275709 = -1117938.442663
  nChanged 51
		SP:Iteration 47Q (114305.400000 sec): 3 clusters
  Score: Raw -1120991.672194 + Penalty 3044.275709 = -1117947.396485
  nChanged 38
		SP:Iteration 48Q (114305.570000 sec): 3 clusters
  Score: Raw -1120997.344611 + Penalty 3044.275709 = -1117953.068902
  nChanged 37
		SP:Iteration 49Q (114305.760000 sec): 3 clusters
  Score: Raw -1121002.799843 + Penalty 3044.275709 = -1117958.524134
  nChanged 37
		SP:Iteration 50Q (114305.930000 sec): 3 clusters
  Score: Raw -1121008.484553 + Penalty 3044.275709 = -1117964.208844
  nChanged 37
		SP:Iteration 51Q (114306.130000 sec): 3 clusters
  Score: Raw -1121014.120100 + Penalty 3044.275709 = -1117969.844390
  nChanged 39
		SP:Iteration 52Q (114306.300000 sec): 3 clusters
  Score: Raw -1121019.802364 + Penalty 3044.275709 = -1117975.526655
  nChanged 38
		SP:Iteration 53Q (114306.470000 sec): 3 clusters
  Score: Raw -1121025.712771 + Penalty 3044.275709 = -1117981.437062
  nChanged 26
		SP:Iteration 54Q (114306.650000 sec): 3 clusters
  Score: Raw -1121030.846018 + Penalty 3044.275709 = -1117986.570309
  nChanged 34
		SP:Iteration 55Q (114306.820000 sec): 3 clusters
  Score: Raw -1121035.954289 + Penalty 3044.275709 = -1117991.678580
  nChanged 33
		SP:Iteration 56Q (114307.000000 sec): 3 clusters
  Score: Raw -1121040.329613 + Penalty 3044.275709 = -1117996.053903
  nChanged 31
		SP:Iteration 57Q (114307.170000 sec): 3 clusters
  Score: Raw -1121045.145453 + Penalty 3044.275709 = -1118000.869744
  nChanged 34
		SP:Iteration 58Q (114307.360000 sec): 3 clusters
  Score: Raw -1121050.852731 + Penalty 3044.275709 = -1118006.577022
  nChanged 29
		SP:Iteration 59Q (114307.540000 sec): 3 clusters
  Score: Raw -1121056.188161 + Penalty 3044.275709 = -1118011.912452
  nChanged 26
		SP:Iteration 60F (114307.710000 sec): 3 clusters
  Score: Raw -1121060.608320 + Penalty 3044.275709 = -1118016.332611
  nChanged 35
		SP:Iteration 61Q (114307.890000 sec): 3 clusters
  Score: Raw -1121066.135537 + Penalty 3044.275709 = -1118021.859828
  nChanged 31
		SP:Iteration 62Q (114308.060000 sec): 3 clusters
  Score: Raw -1121070.159930 + Penalty 3044.275709 = -1118025.884221
  nChanged 20
		SP:Iteration 63Q (114308.240000 sec): 3 clusters
  Score: Raw -1121072.473749 + Penalty 3044.275709 = -1118028.198040
  nChanged 22
		SP:Iteration 64Q (114308.410000 sec): 3 clusters
  Score: Raw -1121076.183346 + Penalty 3044.275709 = -1118031.907637
  nChanged 29
		SP:Iteration 65Q (114308.610000 sec): 3 clusters
  Score: Raw -1121081.215945 + Penalty 3044.275709 = -1118036.940235
  nChanged 25
		SP:Iteration 66Q (114308.780000 sec): 3 clusters
  Score: Raw -1121084.839036 + Penalty 3044.275709 = -1118040.563327
  nChanged 29
		SP:Iteration 67Q (114308.950000 sec): 3 clusters
  Score: Raw -1121089.087852 + Penalty 3044.275709 = -1118044.812142
  nChanged 27
		SP:Iteration 68Q (114309.130000 sec): 3 clusters
  Score: Raw -1121092.146602 + Penalty 3044.275709 = -1118047.870893
  nChanged 32
		SP:Iteration 69Q (114309.300000 sec): 3 clusters
  Score: Raw -1121098.016772 + Penalty 3044.275709 = -1118053.741063
  nChanged 28
		SP:Iteration 70Q (114309.500000 sec): 3 clusters
  Score: Raw -1121102.847892 + Penalty 3044.275709 = -1118058.572183
  nChanged 35
		SP:Iteration 71Q (114309.670000 sec): 3 clusters
  Score: Raw -1121108.642150 + Penalty 3044.275709 = -1118064.366441
  nChanged 33
		SP:Iteration 72Q (114309.840000 sec): 3 clusters
  Score: Raw -1121113.958506 + Penalty 3044.275709 = -1118069.682797
  nChanged 33
		SP:Iteration 73Q (114310.030000 sec): 3 clusters
  Score: Raw -1121120.734810 + Penalty 3044.275709 = -1118076.459101
  nChanged 39
		SP:Iteration 74Q (114310.190000 sec): 3 clusters
  Score: Raw -1121128.306397 + Penalty 3044.275709 = -1118084.030688
  nChanged 40
		SP:Iteration 75Q (114310.390000 sec): 3 clusters
  Score: Raw -1121135.818124 + Penalty 3044.275709 = -1118091.542415
  nChanged 52
		SP:Iteration 76Q (114310.560000 sec): 3 clusters
  Score: Raw -1121148.211713 + Penalty 3044.275709 = -1118103.936004
  nChanged 58
		SP:Iteration 77Q (114310.730000 sec): 3 clusters
  Score: Raw -1121160.087852 + Penalty 3044.275709 = -1118115.812143
  nChanged 53
		SP:Iteration 78Q (114310.910000 sec): 3 clusters
  Score: Raw -1121170.910806 + Penalty 3044.275709 = -1118126.635097
  nChanged 49
		SP:Iteration 79Q (114311.070000 sec): 3 clusters
  Score: Raw -1121183.523436 + Penalty 3044.275709 = -1118139.247727
  nChanged 50
		SP:Iteration 80F (114311.260000 sec): 3 clusters
  Score: Raw -1121196.042897 + Penalty 3044.275709 = -1118151.767188
  nChanged 48
		SP:Iteration 81Q (114311.420000 sec): 3 clusters
  Score: Raw -1121207.578025 + Penalty 3044.275709 = -1118163.302316
  nChanged 44
		SP:Iteration 82Q (114311.600000 sec): 3 clusters
  Score: Raw -1121220.142250 + Penalty 3044.275709 = -1118175.866541
  nChanged 63
		SP:Iteration 83Q (114311.770000 sec): 3 clusters
  Score: Raw -1121233.184945 + Penalty 3044.275709 = -1118188.909236
  nChanged 50
		SP:Iteration 84Q (114311.960000 sec): 3 clusters
  Score: Raw -1121243.650962 + Penalty 3044.275709 = -1118199.375252
  nChanged 50
		SP:Iteration 85Q (114312.130000 sec): 3 clusters
  Score: Raw -1121255.808542 + Penalty 3044.275709 = -1118211.532833
  nChanged 56
		SP:Iteration 86Q (114312.300000 sec): 3 clusters
  Score: Raw -1121268.691467 + Penalty 3044.275709 = -1118224.415758
  nChanged 51
		SP:Iteration 87Q (114312.480000 sec): 3 clusters
  Score: Raw -1121277.698931 + Penalty 3044.275709 = -1118233.423222
  nChanged 48
		SP:Iteration 88Q (114312.640000 sec): 3 clusters
  Score: Raw -1121288.353127 + Penalty 3044.275709 = -1118244.077418
  nChanged 62
		SP:Iteration 89Q (114312.820000 sec): 3 clusters
  Score: Raw -1121303.635858 + Penalty 3044.275709 = -1118259.360149
  nChanged 54
		SP:Iteration 90Q (114312.990000 sec): 3 clusters
  Score: Raw -1121315.630659 + Penalty 3044.275709 = -1118271.354950
  nChanged 54
		SP:Iteration 91Q (114313.160000 sec): 3 clusters
  Score: Raw -1121327.029367 + Penalty 3044.275709 = -1118282.753657
  nChanged 48
		SP:Iteration 92Q (114313.330000 sec): 3 clusters
  Score: Raw -1121337.691608 + Penalty 3044.275709 = -1118293.415899
  nChanged 52
		SP:Iteration 93Q (114313.500000 sec): 3 clusters
  Score: Raw -1121349.175248 + Penalty 3044.275709 = -1118304.899539
  nChanged 47
		SP:Iteration 94Q (114313.670000 sec): 3 clusters
  Score: Raw -1121363.509544 + Penalty 3044.275709 = -1118319.233835
  nChanged 52
		SP:Iteration 95Q (114313.850000 sec): 3 clusters
  Score: Raw -1121376.574747 + Penalty 3044.275709 = -1118332.299038
  nChanged 42
		SP:Iteration 96Q (114314.010000 sec): 3 clusters
  Score: Raw -1121386.658432 + Penalty 3044.275709 = -1118342.382723
  nChanged 39
		SP:Iteration 97Q (114314.190000 sec): 3 clusters
  Score: Raw -1121395.391007 + Penalty 3044.275709 = -1118351.115298
  nChanged 40
		SP:Iteration 98Q (114314.350000 sec): 3 clusters
  Score: Raw -1121404.383586 + Penalty 3044.275709 = -1118360.107876
  nChanged 39
		SP:Iteration 99Q (114314.530000 sec): 3 clusters
  Score: Raw -1121412.816527 + Penalty 3044.275709 = -1118368.540818
  nChanged 34
		SP:Iteration 100F (114314.690000 sec): 3 clusters
  Score: Raw -1121420.245988 + Penalty 3044.275709 = -1118375.970279
  nChanged 25
		SP:Iteration 101Q (114314.860000 sec): 3 clusters
  Score: Raw -1121425.785611 + Penalty 3044.275709 = -1118381.509902
  nChanged 24
		SP:Iteration 102Q (114315.030000 sec): 3 clusters
  Score: Raw -1121430.436528 + Penalty 3044.275709 = -1118386.160819
  nChanged 23
		SP:Iteration 103Q (114315.210000 sec): 3 clusters
  Score: Raw -1121435.447124 + Penalty 3044.275709 = -1118391.171415
  nChanged 15
		SP:Iteration 104Q (114315.380000 sec): 3 clusters
  Score: Raw -1121438.409768 + Penalty 3044.275709 = -1118394.134059
  nChanged 23
		SP:Iteration 105Q (114315.570000 sec): 3 clusters
  Score: Raw -1121442.873298 + Penalty 3044.275709 = -1118398.597589
  nChanged 19
		SP:Iteration 106Q (114315.740000 sec): 3 clusters
  Score: Raw -1121446.736168 + Penalty 3044.275709 = -1118402.460459
  nChanged 20
		SP:Iteration 107Q (114315.900000 sec): 3 clusters
  Score: Raw -1121450.705957 + Penalty 3044.275709 = -1118406.430248
  nChanged 18
		SP:Iteration 108Q (114316.070000 sec): 3 clusters
  Score: Raw -1121454.312023 + Penalty 3044.275709 = -1118410.036314
  nChanged 22
		SP:Iteration 109Q (114316.230000 sec): 3 clusters
  Score: Raw -1121458.948526 + Penalty 3044.275709 = -1118414.672817
  nChanged 19
		SP:Iteration 110Q (114316.400000 sec): 3 clusters
  Score: Raw -1121463.011770 + Penalty 3044.275709 = -1118418.736061
  nChanged 17
		SP:Iteration 111Q (114316.570000 sec): 3 clusters
  Score: Raw -1121465.555425 + Penalty 3044.275709 = -1118421.279716
  nChanged 12
		SP:Iteration 112Q (114316.740000 sec): 3 clusters
  Score: Raw -1121467.023688 + Penalty 3044.275709 = -1118422.747979
  nChanged 11
		SP:Iteration 113Q (114316.910000 sec): 3 clusters
  Score: Raw -1121469.531686 + Penalty 3044.275709 = -1118425.255977
  nChanged 8
		SP:Iteration 114Q (114317.080000 sec): 3 clusters
  Score: Raw -1121471.192384 + Penalty 3044.275709 = -1118426.916675
  nChanged 11
		SP:Iteration 115Q (114317.250000 sec): 3 clusters
  Score: Raw -1121473.249957 + Penalty 3044.275709 = -1118428.974248
  nChanged 10
		SP:Iteration 116Q (114317.410000 sec): 3 clusters
  Score: Raw -1121475.153099 + Penalty 3044.275709 = -1118430.877390
  nChanged 8
		SP:Iteration 117Q (114317.590000 sec): 3 clusters
  Score: Raw -1121476.775286 + Penalty 3044.275709 = -1118432.499577
  nChanged 7
		SP:Iteration 118Q (114317.760000 sec): 3 clusters
  Score: Raw -1121477.684808 + Penalty 3044.275709 = -1118433.409098
  nChanged 2
		SP:Iteration 119Q (114317.930000 sec): 3 clusters
  Score: Raw -1121478.173190 + Penalty 3044.275709 = -1118433.897481
  nChanged 5
		SP:Iteration 120F (114318.100000 sec): 3 clusters
  Score: Raw -1121478.908450 + Penalty 3044.275709 = -1118434.632741
  nChanged 2
		SP:Iteration 121Q (114318.270000 sec): 3 clusters
  Score: Raw -1121479.186849 + Penalty 3044.275709 = -1118434.911139
  nChanged 4
		SP:Iteration 122Q (114318.440000 sec): 3 clusters
  Score: Raw -1121480.006329 + Penalty 3044.275709 = -1118435.730620
  nChanged 6
		SP:Iteration 123Q (114318.670000 sec): 3 clusters
  Score: Raw -1121481.116250 + Penalty 3044.275709 = -1118436.840540
  nChanged 8
		SP:Iteration 124Q (114318.840000 sec): 3 clusters
  Score: Raw -1121482.602355 + Penalty 3044.275709 = -1118438.326646
  nChanged 6
		SP:Iteration 125Q (114319.000000 sec): 3 clusters
  Score: Raw -1121483.759012 + Penalty 3044.275709 = -1118439.483303
  nChanged 4
		SP:Iteration 126Q (114319.190000 sec): 3 clusters
  Score: Raw -1121485.244888 + Penalty 3044.275709 = -1118440.969179
  nChanged 9
		SP:Iteration 127Q (114319.360000 sec): 3 clusters
  Score: Raw -1121487.249373 + Penalty 3044.275709 = -1118442.973664
  nChanged 9
		SP:Iteration 128Q (114319.520000 sec): 3 clusters
  Score: Raw -1121489.094346 + Penalty 3044.275709 = -1118444.818637
  nChanged 8
		SP:Iteration 129Q (114319.690000 sec): 3 clusters
  Score: Raw -1121490.115534 + Penalty 3044.275709 = -1118445.839824
  nChanged 3
		SP:Iteration 130Q (114319.860000 sec): 3 clusters
  Score: Raw -1121490.479615 + Penalty 3044.275709 = -1118446.203906
  nChanged 2
		SP:Iteration 131Q (114320.030000 sec): 3 clusters
  Score: Raw -1121490.663809 + Penalty 3044.275709 = -1118446.388100
  nChanged 3
		SP:Iteration 132Q (114320.190000 sec): 3 clusters
  Score: Raw -1121491.149867 + Penalty 3044.275709 = -1118446.874158
  nChanged 2
		SP:Iteration 133Q (114320.370000 sec): 3 clusters
  Score: Raw -1121491.396700 + Penalty 3044.275709 = -1118447.120991
  nChanged 1
		SP:Iteration 134Q (114320.530000 sec): 3 clusters
  Score: Raw -1121491.868527 + Penalty 3044.275709 = -1118447.592818
  nChanged 3
		SP:Iteration 135Q (114320.700000 sec): 3 clusters
  Score: Raw -1121492.503127 + Penalty 3044.275709 = -1118448.227418
  nChanged 4
		SP:Iteration 136Q (114320.870000 sec): 3 clusters
  Score: Raw -1121493.018681 + Penalty 3044.275709 = -1118448.742972
  nChanged 1
		SP:Iteration 137Q (114321.040000 sec): 3 clusters
  Score: Raw -1121493.445605 + Penalty 3044.275709 = -1118449.169896
  nChanged 1
		SP:Iteration 138Q (114321.210000 sec): 3 clusters
  Score: Raw -1121493.581010 + Penalty 3044.275709 = -1118449.305301
  nChanged 3
		SP:Iteration 139Q (114321.370000 sec): 3 clusters
  Score: Raw -1121493.852246 + Penalty 3044.275709 = -1118449.576537
  nChanged 1
		SP:Iteration 140F (114321.570000 sec): 3 clusters
  Score: Raw -1121493.987165 + Penalty 3044.275709 = -1118449.711456
  nChanged 1
		SP:Iteration 141Q (114321.730000 sec): 3 clusters
  Score: Raw -1121494.048179 + Penalty 3044.275709 = -1118449.772470
  nChanged 0
		SP:Iteration 142F (114321.900000 sec): 3 clusters
  Score: Raw -1121494.048179 + Penalty 3044.275709 = -1118449.772470
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 60 (4969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114321.990000 sec): 2 clusters
  Score: Raw -468650.899937 + Penalty 1383.033257 = -467267.866680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114322.110000 sec): 3 clusters
  Score: Raw -466091.367524 + Penalty 2766.066515 = -463325.301009
  nChanged 2002
		SP:Iteration 1F (114322.200000 sec): 3 clusters
  Score: Raw -467284.635078 + Penalty 2766.066515 = -464518.568563
  nChanged 427
		SP:Iteration 2F (114322.290000 sec): 3 clusters
  Score: Raw -467618.415205 + Penalty 2766.066515 = -464852.348690
  nChanged 369
		SP:Iteration 3F (114322.380000 sec): 3 clusters
  Score: Raw -467906.687221 + Penalty 2766.066515 = -465140.620706
  nChanged 329
		SP:Iteration 4F (114322.480000 sec): 3 clusters
  Score: Raw -468169.036065 + Penalty 2766.066515 = -465402.969550
  nChanged 258
		SP:Iteration 5F (114322.570000 sec): 3 clusters
  Score: Raw -468341.663483 + Penalty 2766.066515 = -465575.596968
  nChanged 232
		SP:Iteration 6Q (114322.670000 sec): 3 clusters
  Score: Raw -468488.402102 + Penalty 2766.066515 = -465722.335587
  nChanged 182
		SP:Iteration 7Q (114322.760000 sec): 3 clusters
  Score: Raw -468621.457089 + Penalty 2766.066515 = -465855.390575
  nChanged 186
		SP:Iteration 8Q (114322.850000 sec): 3 clusters
  Score: Raw -468747.099676 + Penalty 2766.066515 = -465981.033161
  nChanged 153
		SP:Iteration 9Q (114322.950000 sec): 3 clusters
  Score: Raw -468839.058013 + Penalty 2766.066515 = -466072.991498
  nChanged 116
		SP:Iteration 10Q (114323.050000 sec): 3 clusters
  Score: Raw -468902.073725 + Penalty 2766.066515 = -466136.007210
  nChanged 111
		SP:Iteration 11Q (114323.140000 sec): 3 clusters
  Score: Raw -468950.945590 + Penalty 2766.066515 = -466184.879075
  nChanged 78
		SP:Iteration 12Q (114323.230000 sec): 3 clusters
  Score: Raw -468974.480190 + Penalty 2766.066515 = -466208.413675
  nChanged 44
		SP:Iteration 13Q (114323.330000 sec): 3 clusters
  Score: Raw -468985.531170 + Penalty 2766.066515 = -466219.464655
  nChanged 29
		SP:Iteration 14Q (114323.420000 sec): 3 clusters
  Score: Raw -468992.009917 + Penalty 2766.066515 = -466225.943402
  nChanged 20
		SP:Iteration 15Q (114323.520000 sec): 3 clusters
  Score: Raw -468996.241962 + Penalty 2766.066515 = -466230.175447
  nChanged 17
		SP:Iteration 16Q (114323.610000 sec): 3 clusters
  Score: Raw -469001.358303 + Penalty 2766.066515 = -466235.291788
  nChanged 17
		SP:Iteration 17Q (114323.710000 sec): 3 clusters
  Score: Raw -469005.983358 + Penalty 2766.066515 = -466239.916843
  nChanged 18
		SP:Iteration 18Q (114323.800000 sec): 3 clusters
  Score: Raw -469009.897957 + Penalty 2766.066515 = -466243.831442
  nChanged 11
		SP:Iteration 19Q (114323.890000 sec): 3 clusters
  Score: Raw -469011.856943 + Penalty 2766.066515 = -466245.790428
  nChanged 7
		SP:Iteration 20F (114323.990000 sec): 3 clusters
  Score: Raw -469012.784313 + Penalty 2766.066515 = -466246.717799
  nChanged 6
		SP:Iteration 21Q (114324.080000 sec): 3 clusters
  Score: Raw -469013.958272 + Penalty 2766.066515 = -466247.891757
  nChanged 6
		SP:Iteration 22Q (114324.170000 sec): 3 clusters
  Score: Raw -469015.366671 + Penalty 2766.066515 = -466249.300156
  nChanged 6
		SP:Iteration 23Q (114324.270000 sec): 3 clusters
  Score: Raw -469017.481818 + Penalty 2766.066515 = -466251.415303
  nChanged 10
		SP:Iteration 24Q (114324.370000 sec): 3 clusters
  Score: Raw -469019.354434 + Penalty 2766.066515 = -466253.287920
  nChanged 4
		SP:Iteration 25Q (114324.460000 sec): 3 clusters
  Score: Raw -469020.020691 + Penalty 2766.066515 = -466253.954176
  nChanged 5
		SP:Iteration 26Q (114324.550000 sec): 3 clusters
  Score: Raw -469020.976536 + Penalty 2766.066515 = -466254.910021
  nChanged 4
		SP:Iteration 27Q (114324.650000 sec): 3 clusters
  Score: Raw -469021.752294 + Penalty 2766.066515 = -466255.685779
  nChanged 1
		SP:Iteration 28Q (114324.740000 sec): 3 clusters
  Score: Raw -469021.822479 + Penalty 2766.066515 = -466255.755964
  nChanged 2
		SP:Iteration 29Q (114324.840000 sec): 3 clusters
  Score: Raw -469021.939210 + Penalty 2766.066515 = -466255.872695
  nChanged 0
		SP:Iteration 30F (114324.930000 sec): 3 clusters
  Score: Raw -469021.939210 + Penalty 2766.066515 = -466255.872695
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 61 (5068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114325.010000 sec): 2 clusters
  Score: Raw -538854.152608 + Penalty 1386.239000 = -537467.913608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114325.130000 sec): 3 clusters
  Score: Raw -536244.883129 + Penalty 2772.478001 = -533472.405128
  nChanged 2025
		SP:Iteration 1F (114325.230000 sec): 3 clusters
  Score: Raw -537371.611390 + Penalty 2772.478001 = -534599.133389
  nChanged 342
		SP:Iteration 2F (114325.330000 sec): 3 clusters
  Score: Raw -537532.933782 + Penalty 2772.478001 = -534760.455781
  nChanged 237
		SP:Iteration 3Q (114325.430000 sec): 3 clusters
  Score: Raw -537629.869613 + Penalty 2772.478001 = -534857.391612
  nChanged 171
		SP:Iteration 4Q (114325.530000 sec): 3 clusters
  Score: Raw -537708.683526 + Penalty 2772.478001 = -534936.205525
  nChanged 159
		SP:Iteration 5Q (114325.630000 sec): 3 clusters
  Score: Raw -537768.627100 + Penalty 2772.478001 = -534996.149099
  nChanged 136
		SP:Iteration 6Q (114325.730000 sec): 3 clusters
  Score: Raw -537819.903713 + Penalty 2772.478001 = -535047.425712
  nChanged 128
		SP:Iteration 7Q (114325.830000 sec): 3 clusters
  Score: Raw -537879.804141 + Penalty 2772.478001 = -535107.326140
  nChanged 150
		SP:Iteration 8Q (114325.930000 sec): 3 clusters
  Score: Raw -537959.919031 + Penalty 2772.478001 = -535187.441030
  nChanged 152
		SP:Iteration 9Q (114326.030000 sec): 3 clusters
  Score: Raw -538055.484955 + Penalty 2772.478001 = -535283.006954
  nChanged 160
		SP:Iteration 10Q (114326.130000 sec): 3 clusters
  Score: Raw -538156.904124 + Penalty 2772.478001 = -535384.426123
  nChanged 152
		SP:Iteration 11Q (114326.230000 sec): 3 clusters
  Score: Raw -538251.976324 + Penalty 2772.478001 = -535479.498323
  nChanged 144
		SP:Iteration 12Q (114326.330000 sec): 3 clusters
  Score: Raw -538355.710251 + Penalty 2772.478001 = -535583.232250
  nChanged 132
		SP:Iteration 13Q (114326.430000 sec): 3 clusters
  Score: Raw -538460.372242 + Penalty 2772.478001 = -535687.894241
  nChanged 134
		SP:Iteration 14Q (114326.530000 sec): 3 clusters
  Score: Raw -538555.742808 + Penalty 2772.478001 = -535783.264807
  nChanged 112
		SP:Iteration 15Q (114326.630000 sec): 3 clusters
  Score: Raw -538622.993333 + Penalty 2772.478001 = -535850.515332
  nChanged 85
		SP:Iteration 16Q (114326.730000 sec): 3 clusters
  Score: Raw -538679.946473 + Penalty 2772.478001 = -535907.468472
  nChanged 69
		SP:Iteration 17Q (114326.830000 sec): 3 clusters
  Score: Raw -538719.890843 + Penalty 2772.478001 = -535947.412842
  nChanged 56
		SP:Iteration 18Q (114326.920000 sec): 3 clusters
  Score: Raw -538747.650271 + Penalty 2772.478001 = -535975.172270
  nChanged 43
		SP:Iteration 19Q (114327.020000 sec): 3 clusters
  Score: Raw -538770.063443 + Penalty 2772.478001 = -535997.585442
  nChanged 42
		SP:Iteration 20F (114327.120000 sec): 3 clusters
  Score: Raw -538794.296926 + Penalty 2772.478001 = -536021.818925
  nChanged 42
		SP:Iteration 21Q (114327.210000 sec): 3 clusters
  Score: Raw -538815.875201 + Penalty 2772.478001 = -536043.397200
  nChanged 33
		SP:Iteration 22Q (114327.310000 sec): 3 clusters
  Score: Raw -538832.622809 + Penalty 2772.478001 = -536060.144808
  nChanged 29
		SP:Iteration 23Q (114327.410000 sec): 3 clusters
  Score: Raw -538849.770630 + Penalty 2772.478001 = -536077.292629
  nChanged 32
		SP:Iteration 24Q (114327.510000 sec): 3 clusters
  Score: Raw -538868.270437 + Penalty 2772.478001 = -536095.792436
  nChanged 27
		SP:Iteration 25Q (114327.600000 sec): 3 clusters
  Score: Raw -538886.881979 + Penalty 2772.478001 = -536114.403978
  nChanged 26
		SP:Iteration 26Q (114327.700000 sec): 3 clusters
  Score: Raw -538908.041464 + Penalty 2772.478001 = -536135.563463
  nChanged 23
		SP:Iteration 27Q (114327.790000 sec): 3 clusters
  Score: Raw -538919.723893 + Penalty 2772.478001 = -536147.245892
  nChanged 26
		SP:Iteration 28Q (114327.890000 sec): 3 clusters
  Score: Raw -538935.611304 + Penalty 2772.478001 = -536163.133303
  nChanged 27
		SP:Iteration 29Q (114327.990000 sec): 3 clusters
  Score: Raw -538955.239909 + Penalty 2772.478001 = -536182.761908
  nChanged 24
		SP:Iteration 30Q (114328.090000 sec): 3 clusters
  Score: Raw -538975.085826 + Penalty 2772.478001 = -536202.607825
  nChanged 20
		SP:Iteration 31Q (114328.180000 sec): 3 clusters
  Score: Raw -538988.742401 + Penalty 2772.478001 = -536216.264400
  nChanged 18
		SP:Iteration 32Q (114328.280000 sec): 3 clusters
  Score: Raw -539000.279191 + Penalty 2772.478001 = -536227.801190
  nChanged 12
		SP:Iteration 33Q (114328.380000 sec): 3 clusters
  Score: Raw -539009.969192 + Penalty 2772.478001 = -536237.491191
  nChanged 8
		SP:Iteration 34Q (114328.470000 sec): 3 clusters
  Score: Raw -539013.936902 + Penalty 2772.478001 = -536241.458901
  nChanged 3
		SP:Iteration 35Q (114328.570000 sec): 3 clusters
  Score: Raw -539015.512391 + Penalty 2772.478001 = -536243.034390
  nChanged 1
		SP:Iteration 36Q (114328.670000 sec): 3 clusters
  Score: Raw -539015.874418 + Penalty 2772.478001 = -536243.396417
  nChanged 2
		SP:Iteration 37Q (114328.770000 sec): 3 clusters
  Score: Raw -539016.698640 + Penalty 2772.478001 = -536244.220639
  nChanged 2
		SP:Iteration 38Q (114328.860000 sec): 3 clusters
  Score: Raw -539017.840627 + Penalty 2772.478001 = -536245.362626
  nChanged 2
		SP:Iteration 39Q (114328.960000 sec): 3 clusters
  Score: Raw -539018.681184 + Penalty 2772.478001 = -536246.203183
  nChanged 2
		SP:Iteration 40F (114329.060000 sec): 3 clusters
  Score: Raw -539019.470821 + Penalty 2772.478001 = -536246.992820
  nChanged 2
		SP:Iteration 41Q (114329.160000 sec): 3 clusters
  Score: Raw -539020.557406 + Penalty 2772.478001 = -536248.079405
  nChanged 0
		SP:Iteration 42F (114329.250000 sec): 3 clusters
  Score: Raw -539020.557406 + Penalty 2772.478001 = -536248.079405
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 62 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114329.330000 sec): 2 clusters
  Score: Raw -346020.465820 + Penalty 1332.769781 = -344687.696039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114329.400000 sec): 3 clusters
  Score: Raw -344202.156556 + Penalty 2665.539562 = -341536.616994
  nChanged 1443
		SP:Iteration 1F (114329.470000 sec): 3 clusters
  Score: Raw -345120.489421 + Penalty 2665.539562 = -342454.949859
  nChanged 342
		SP:Iteration 2F (114329.540000 sec): 3 clusters
  Score: Raw -345377.044210 + Penalty 2665.539562 = -342711.504648
  nChanged 247
		SP:Iteration 3F (114329.610000 sec): 3 clusters
  Score: Raw -345565.678910 + Penalty 2665.539562 = -342900.139348
  nChanged 190
		SP:Iteration 4F (114329.680000 sec): 3 clusters
  Score: Raw -345732.850640 + Penalty 2665.539562 = -343067.311078
  nChanged 174
		SP:Iteration 5Q (114329.750000 sec): 3 clusters
  Score: Raw -345915.512967 + Penalty 2665.539562 = -343249.973405
  nChanged 167
		SP:Iteration 6Q (114329.820000 sec): 3 clusters
  Score: Raw -346085.637982 + Penalty 2665.539562 = -343420.098420
  nChanged 150
		SP:Iteration 7Q (114329.890000 sec): 3 clusters
  Score: Raw -346211.235988 + Penalty 2665.539562 = -343545.696426
  nChanged 111
		SP:Iteration 8Q (114329.960000 sec): 3 clusters
  Score: Raw -346290.156166 + Penalty 2665.539562 = -343624.616604
  nChanged 97
		SP:Iteration 9Q (114330.020000 sec): 3 clusters
  Score: Raw -346351.575181 + Penalty 2665.539562 = -343686.035619
  nChanged 84
		SP:Iteration 10Q (114330.090000 sec): 3 clusters
  Score: Raw -346405.061239 + Penalty 2665.539562 = -343739.521677
  nChanged 65
		SP:Iteration 11Q (114330.160000 sec): 3 clusters
  Score: Raw -346451.494421 + Penalty 2665.539562 = -343785.954859
  nChanged 61
		SP:Iteration 12Q (114330.230000 sec): 3 clusters
  Score: Raw -346488.575951 + Penalty 2665.539562 = -343823.036389
  nChanged 63
		SP:Iteration 13Q (114330.300000 sec): 3 clusters
  Score: Raw -346531.591922 + Penalty 2665.539562 = -343866.052360
  nChanged 48
		SP:Iteration 14Q (114330.370000 sec): 3 clusters
  Score: Raw -346558.611657 + Penalty 2665.539562 = -343893.072095
  nChanged 38
		SP:Iteration 15Q (114330.440000 sec): 3 clusters
  Score: Raw -346581.100302 + Penalty 2665.539562 = -343915.560740
  nChanged 37
		SP:Iteration 16Q (114330.500000 sec): 3 clusters
  Score: Raw -346602.216550 + Penalty 2665.539562 = -343936.676988
  nChanged 28
		SP:Iteration 17Q (114330.570000 sec): 3 clusters
  Score: Raw -346615.447578 + Penalty 2665.539562 = -343949.908016
  nChanged 20
		SP:Iteration 18Q (114330.640000 sec): 3 clusters
  Score: Raw -346621.189238 + Penalty 2665.539562 = -343955.649676
  nChanged 12
		SP:Iteration 19Q (114330.710000 sec): 3 clusters
  Score: Raw -346624.692259 + Penalty 2665.539562 = -343959.152697
  nChanged 10
		SP:Iteration 20F (114330.780000 sec): 3 clusters
  Score: Raw -346627.969140 + Penalty 2665.539562 = -343962.429578
  nChanged 8
		SP:Iteration 21Q (114330.840000 sec): 3 clusters
  Score: Raw -346632.355558 + Penalty 2665.539562 = -343966.815996
  nChanged 8
		SP:Iteration 22Q (114330.910000 sec): 3 clusters
  Score: Raw -346635.506816 + Penalty 2665.539562 = -343969.967254
  nChanged 5
		SP:Iteration 23Q (114330.980000 sec): 3 clusters
  Score: Raw -346637.791182 + Penalty 2665.539562 = -343972.251620
  nChanged 4
		SP:Iteration 24Q (114331.040000 sec): 3 clusters
  Score: Raw -346639.317520 + Penalty 2665.539562 = -343973.777958
  nChanged 6
		SP:Iteration 25Q (114331.110000 sec): 3 clusters
  Score: Raw -346641.749462 + Penalty 2665.539562 = -343976.209900
  nChanged 4
		SP:Iteration 26Q (114331.180000 sec): 3 clusters
  Score: Raw -346642.857787 + Penalty 2665.539562 = -343977.318225
  nChanged 6
		SP:Iteration 27Q (114331.250000 sec): 3 clusters
  Score: Raw -346645.129460 + Penalty 2665.539562 = -343979.589898
  nChanged 4
		SP:Iteration 28Q (114331.320000 sec): 3 clusters
  Score: Raw -346646.144552 + Penalty 2665.539562 = -343980.604990
  nChanged 4
		SP:Iteration 29Q (114331.380000 sec): 3 clusters
  Score: Raw -346647.559532 + Penalty 2665.539562 = -343982.019970
  nChanged 4
		SP:Iteration 30Q (114331.450000 sec): 3 clusters
  Score: Raw -346648.586673 + Penalty 2665.539562 = -343983.047111
  nChanged 1
		SP:Iteration 31Q (114331.520000 sec): 3 clusters
  Score: Raw -346648.920364 + Penalty 2665.539562 = -343983.380802
  nChanged 1
		SP:Iteration 32Q (114331.590000 sec): 3 clusters
  Score: Raw -346648.974000 + Penalty 2665.539562 = -343983.434438
  nChanged 1
		SP:Iteration 33Q (114331.650000 sec): 3 clusters
  Score: Raw -346649.440845 + Penalty 2665.539562 = -343983.901283
  nChanged 2
		SP:Iteration 34Q (114331.720000 sec): 3 clusters
  Score: Raw -346650.525389 + Penalty 2665.539562 = -343984.985827
  nChanged 3
		SP:Iteration 35Q (114331.790000 sec): 3 clusters
  Score: Raw -346651.661412 + Penalty 2665.539562 = -343986.121850
  nChanged 2
		SP:Iteration 36Q (114331.860000 sec): 3 clusters
  Score: Raw -346651.894887 + Penalty 2665.539562 = -343986.355325
  nChanged 0
		SP:Iteration 37F (114331.920000 sec): 3 clusters
  Score: Raw -346651.894887 + Penalty 2665.539562 = -343986.355325
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 63 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114331.990000 sec): 2 clusters
  Score: Raw -217687.778498 + Penalty 1255.581221 = -216432.197278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114332.040000 sec): 3 clusters
  Score: Raw -216738.566248 + Penalty 2511.162441 = -214227.403807
  nChanged 833
		SP:Iteration 1F (114332.080000 sec): 3 clusters
  Score: Raw -217366.366323 + Penalty 2511.162441 = -214855.203881
  nChanged 206
		SP:Iteration 2F (114332.120000 sec): 3 clusters
  Score: Raw -217545.429978 + Penalty 2511.162441 = -215034.267537
  nChanged 117
		SP:Iteration 3F (114332.160000 sec): 3 clusters
  Score: Raw -217648.971116 + Penalty 2511.162441 = -215137.808675
  nChanged 92
		SP:Iteration 4Q (114332.210000 sec): 3 clusters
  Score: Raw -217738.805140 + Penalty 2511.162441 = -215227.642699
  nChanged 93
		SP:Iteration 5Q (114332.250000 sec): 3 clusters
  Score: Raw -217820.723264 + Penalty 2511.162441 = -215309.560823
  nChanged 65
		SP:Iteration 6Q (114332.300000 sec): 3 clusters
  Score: Raw -217874.417462 + Penalty 2511.162441 = -215363.255021
  nChanged 49
		SP:Iteration 7Q (114332.340000 sec): 3 clusters
  Score: Raw -217920.743929 + Penalty 2511.162441 = -215409.581488
  nChanged 51
		SP:Iteration 8Q (114332.380000 sec): 3 clusters
  Score: Raw -217966.487049 + Penalty 2511.162441 = -215455.324608
  nChanged 50
		SP:Iteration 9Q (114332.430000 sec): 3 clusters
  Score: Raw -217998.387694 + Penalty 2511.162441 = -215487.225253
  nChanged 36
		SP:Iteration 10Q (114332.470000 sec): 3 clusters
  Score: Raw -218023.469119 + Penalty 2511.162441 = -215512.306678
  nChanged 24
		SP:Iteration 11Q (114332.520000 sec): 3 clusters
  Score: Raw -218041.094179 + Penalty 2511.162441 = -215529.931738
  nChanged 24
		SP:Iteration 12Q (114332.560000 sec): 3 clusters
  Score: Raw -218055.491477 + Penalty 2511.162441 = -215544.329036
  nChanged 22
		SP:Iteration 13Q (114332.600000 sec): 3 clusters
  Score: Raw -218066.296763 + Penalty 2511.162441 = -215555.134322
  nChanged 9
		SP:Iteration 14Q (114332.640000 sec): 3 clusters
  Score: Raw -218070.251534 + Penalty 2511.162441 = -215559.089093
  nChanged 9
		SP:Iteration 15Q (114332.690000 sec): 3 clusters
  Score: Raw -218074.613130 + Penalty 2511.162441 = -215563.450689
  nChanged 7
		SP:Iteration 16Q (114332.730000 sec): 3 clusters
  Score: Raw -218078.436363 + Penalty 2511.162441 = -215567.273922
  nChanged 12
		SP:Iteration 17Q (114332.780000 sec): 3 clusters
  Score: Raw -218087.832502 + Penalty 2511.162441 = -215576.670061
  nChanged 15
		SP:Iteration 18Q (114332.820000 sec): 3 clusters
  Score: Raw -218095.641350 + Penalty 2511.162441 = -215584.478909
  nChanged 12
		SP:Iteration 19Q (114332.860000 sec): 3 clusters
  Score: Raw -218104.019081 + Penalty 2511.162441 = -215592.856640
  nChanged 14
		SP:Iteration 20F (114332.900000 sec): 3 clusters
  Score: Raw -218114.463655 + Penalty 2511.162441 = -215603.301214
  nChanged 8
		SP:Iteration 21Q (114332.950000 sec): 3 clusters
  Score: Raw -218119.889781 + Penalty 2511.162441 = -215608.727340
  nChanged 7
		SP:Iteration 22Q (114332.990000 sec): 3 clusters
  Score: Raw -218122.920364 + Penalty 2511.162441 = -215611.757923
  nChanged 3
		SP:Iteration 23Q (114333.030000 sec): 3 clusters
  Score: Raw -218124.397073 + Penalty 2511.162441 = -215613.234631
  nChanged 3
		SP:Iteration 24Q (114333.080000 sec): 3 clusters
  Score: Raw -218125.003836 + Penalty 2511.162441 = -215613.841395
  nChanged 0
		SP:Iteration 25F (114333.120000 sec): 3 clusters
  Score: Raw -218125.003836 + Penalty 2511.162441 = -215613.841395
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 64 (7349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114333.240000 sec): 2 clusters
  Score: Raw -704264.343904 + Penalty 1446.626923 = -702817.716981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114333.380000 sec): 3 clusters
  Score: Raw -700293.496091 + Penalty 2893.253847 = -697400.242245
  nChanged 3105
		SP:Iteration 1F (114333.500000 sec): 3 clusters
  Score: Raw -701914.220975 + Penalty 2893.253847 = -699020.967128
  nChanged 478
		SP:Iteration 2F (114333.620000 sec): 3 clusters
  Score: Raw -702147.337567 + Penalty 2893.253847 = -699254.083720
  nChanged 389
		SP:Iteration 3F (114333.740000 sec): 3 clusters
  Score: Raw -702339.892557 + Penalty 2893.253847 = -699446.638710
  nChanged 379
		SP:Iteration 4F (114333.870000 sec): 3 clusters
  Score: Raw -702529.163158 + Penalty 2893.253847 = -699635.909311
  nChanged 350
		SP:Iteration 5Q (114333.990000 sec): 3 clusters
  Score: Raw -702710.390167 + Penalty 2893.253847 = -699817.136320
  nChanged 340
		SP:Iteration 6Q (114334.120000 sec): 3 clusters
  Score: Raw -702906.673031 + Penalty 2893.253847 = -700013.419184
  nChanged 333
		SP:Iteration 7Q (114334.240000 sec): 3 clusters
  Score: Raw -703088.193280 + Penalty 2893.253847 = -700194.939434
  nChanged 282
		SP:Iteration 8Q (114334.360000 sec): 3 clusters
  Score: Raw -703246.793795 + Penalty 2893.253847 = -700353.539949
  nChanged 280
		SP:Iteration 9Q (114334.490000 sec): 3 clusters
  Score: Raw -703407.443235 + Penalty 2893.253847 = -700514.189389
  nChanged 283
		SP:Iteration 10Q (114334.620000 sec): 3 clusters
  Score: Raw -703582.660730 + Penalty 2893.253847 = -700689.406883
  nChanged 248
		SP:Iteration 11Q (114334.740000 sec): 3 clusters
  Score: Raw -703727.942788 + Penalty 2893.253847 = -700834.688942
  nChanged 218
		SP:Iteration 12Q (114334.860000 sec): 3 clusters
  Score: Raw -703854.020402 + Penalty 2893.253847 = -700960.766555
  nChanged 191
		SP:Iteration 13Q (114334.990000 sec): 3 clusters
  Score: Raw -703986.757824 + Penalty 2893.253847 = -701093.503977
  nChanged 186
		SP:Iteration 14Q (114335.110000 sec): 3 clusters
  Score: Raw -704108.293490 + Penalty 2893.253847 = -701215.039643
  nChanged 160
		SP:Iteration 15Q (114335.230000 sec): 3 clusters
  Score: Raw -704216.263357 + Penalty 2893.253847 = -701323.009510
  nChanged 142
		SP:Iteration 16Q (114335.350000 sec): 3 clusters
  Score: Raw -704304.826670 + Penalty 2893.253847 = -701411.572823
  nChanged 105
		SP:Iteration 17Q (114335.470000 sec): 3 clusters
  Score: Raw -704364.630742 + Penalty 2893.253847 = -701471.376895
  nChanged 84
		SP:Iteration 18Q (114335.590000 sec): 3 clusters
  Score: Raw -704412.398355 + Penalty 2893.253847 = -701519.144509
  nChanged 75
		SP:Iteration 19Q (114335.710000 sec): 3 clusters
  Score: Raw -704453.514087 + Penalty 2893.253847 = -701560.260240
  nChanged 63
		SP:Iteration 20F (114335.830000 sec): 3 clusters
  Score: Raw -704488.409545 + Penalty 2893.253847 = -701595.155698
  nChanged 59
		SP:Iteration 21Q (114335.940000 sec): 3 clusters
  Score: Raw -704526.639651 + Penalty 2893.253847 = -701633.385804
  nChanged 52
		SP:Iteration 22Q (114336.060000 sec): 3 clusters
  Score: Raw -704555.339243 + Penalty 2893.253847 = -701662.085396
  nChanged 51
		SP:Iteration 23Q (114336.170000 sec): 3 clusters
  Score: Raw -704583.487377 + Penalty 2893.253847 = -701690.233530
  nChanged 42
		SP:Iteration 24Q (114336.290000 sec): 3 clusters
  Score: Raw -704604.704391 + Penalty 2893.253847 = -701711.450544
  nChanged 33
		SP:Iteration 25Q (114336.410000 sec): 3 clusters
  Score: Raw -704620.834601 + Penalty 2893.253847 = -701727.580755
  nChanged 27
		SP:Iteration 26Q (114336.520000 sec): 3 clusters
  Score: Raw -704635.814808 + Penalty 2893.253847 = -701742.560961
  nChanged 23
		SP:Iteration 27Q (114336.640000 sec): 3 clusters
  Score: Raw -704647.382934 + Penalty 2893.253847 = -701754.129087
  nChanged 21
		SP:Iteration 28Q (114336.760000 sec): 3 clusters
  Score: Raw -704658.110596 + Penalty 2893.253847 = -701764.856750
  nChanged 17
		SP:Iteration 29Q (114336.880000 sec): 3 clusters
  Score: Raw -704664.664996 + Penalty 2893.253847 = -701771.411150
  nChanged 11
		SP:Iteration 30Q (114337.000000 sec): 3 clusters
  Score: Raw -704671.326660 + Penalty 2893.253847 = -701778.072813
  nChanged 16
		SP:Iteration 31Q (114337.120000 sec): 3 clusters
  Score: Raw -704682.411141 + Penalty 2893.253847 = -701789.157294
  nChanged 22
		SP:Iteration 32Q (114337.240000 sec): 3 clusters
  Score: Raw -704694.531665 + Penalty 2893.253847 = -701801.277819
  nChanged 18
		SP:Iteration 33Q (114337.370000 sec): 3 clusters
  Score: Raw -704706.467743 + Penalty 2893.253847 = -701813.213896
  nChanged 16
		SP:Iteration 34Q (114337.500000 sec): 3 clusters
  Score: Raw -704722.432140 + Penalty 2893.253847 = -701829.178294
  nChanged 23
		SP:Iteration 35Q (114337.620000 sec): 3 clusters
  Score: Raw -704732.477492 + Penalty 2893.253847 = -701839.223645
  nChanged 17
		SP:Iteration 36Q (114337.750000 sec): 3 clusters
  Score: Raw -704743.673629 + Penalty 2893.253847 = -701850.419782
  nChanged 21
		SP:Iteration 37Q (114337.870000 sec): 3 clusters
  Score: Raw -704757.869021 + Penalty 2893.253847 = -701864.615174
  nChanged 16
		SP:Iteration 38Q (114338.000000 sec): 3 clusters
  Score: Raw -704764.924665 + Penalty 2893.253847 = -701871.670819
  nChanged 12
		SP:Iteration 39Q (114338.130000 sec): 3 clusters
  Score: Raw -704771.351027 + Penalty 2893.253847 = -701878.097180
  nChanged 14
		SP:Iteration 40F (114338.270000 sec): 3 clusters
  Score: Raw -704780.157930 + Penalty 2893.253847 = -701886.904083
  nChanged 12
		SP:Iteration 41Q (114338.400000 sec): 3 clusters
  Score: Raw -704786.585402 + Penalty 2893.253847 = -701893.331555
  nChanged 11
		SP:Iteration 42Q (114338.530000 sec): 3 clusters
  Score: Raw -704791.742600 + Penalty 2893.253847 = -701898.488754
  nChanged 10
		SP:Iteration 43Q (114338.660000 sec): 3 clusters
  Score: Raw -704799.062713 + Penalty 2893.253847 = -701905.808866
  nChanged 10
		SP:Iteration 44Q (114338.780000 sec): 3 clusters
  Score: Raw -704803.697506 + Penalty 2893.253847 = -701910.443660
  nChanged 5
		SP:Iteration 45Q (114338.910000 sec): 3 clusters
  Score: Raw -704806.257835 + Penalty 2893.253847 = -701913.003988
  nChanged 7
		SP:Iteration 46Q (114339.040000 sec): 3 clusters
  Score: Raw -704809.267149 + Penalty 2893.253847 = -701916.013303
  nChanged 4
		SP:Iteration 47Q (114339.160000 sec): 3 clusters
  Score: Raw -704811.071114 + Penalty 2893.253847 = -701917.817268
  nChanged 4
		SP:Iteration 48Q (114339.290000 sec): 3 clusters
  Score: Raw -704813.283861 + Penalty 2893.253847 = -701920.030014
  nChanged 1
		SP:Iteration 49Q (114339.420000 sec): 3 clusters
  Score: Raw -704813.810138 + Penalty 2893.253847 = -701920.556291
  nChanged 2
		SP:Iteration 50Q (114339.540000 sec): 3 clusters
  Score: Raw -704815.638324 + Penalty 2893.253847 = -701922.384478
  nChanged 4
		SP:Iteration 51Q (114339.670000 sec): 3 clusters
  Score: Raw -704818.146106 + Penalty 2893.253847 = -701924.892260
  nChanged 4
		SP:Iteration 52Q (114339.860000 sec): 3 clusters
  Score: Raw -704819.206634 + Penalty 2893.253847 = -701925.952787
  nChanged 2
		SP:Iteration 53Q (114340.060000 sec): 3 clusters
  Score: Raw -704820.167280 + Penalty 2893.253847 = -701926.913433
  nChanged 3
		SP:Iteration 54Q (114340.250000 sec): 3 clusters
  Score: Raw -704821.369029 + Penalty 2893.253847 = -701928.115183
  nChanged 3
		SP:Iteration 55Q (114340.360000 sec): 3 clusters
  Score: Raw -704822.439312 + Penalty 2893.253847 = -701929.185466
  nChanged 7
		SP:Iteration 56Q (114340.480000 sec): 3 clusters
  Score: Raw -704825.557407 + Penalty 2893.253847 = -701932.303561
  nChanged 7
		SP:Iteration 57Q (114340.590000 sec): 3 clusters
  Score: Raw -704829.268123 + Penalty 2893.253847 = -701936.014276
  nChanged 7
		SP:Iteration 58Q (114340.700000 sec): 3 clusters
  Score: Raw -704835.477277 + Penalty 2893.253847 = -701942.223430
  nChanged 6
		SP:Iteration 59Q (114340.820000 sec): 3 clusters
  Score: Raw -704837.799249 + Penalty 2893.253847 = -701944.545402
  nChanged 10
		SP:Iteration 60F (114340.940000 sec): 3 clusters
  Score: Raw -704842.121743 + Penalty 2893.253847 = -701948.867896
  nChanged 5
		SP:Iteration 61Q (114341.050000 sec): 3 clusters
  Score: Raw -704844.506689 + Penalty 2893.253847 = -701951.252842
  nChanged 5
		SP:Iteration 62Q (114341.160000 sec): 3 clusters
  Score: Raw -704848.108000 + Penalty 2893.253847 = -701954.854153
  nChanged 10
		SP:Iteration 63Q (114341.280000 sec): 3 clusters
  Score: Raw -704854.871595 + Penalty 2893.253847 = -701961.617748
  nChanged 9
		SP:Iteration 64Q (114341.390000 sec): 3 clusters
  Score: Raw -704860.667724 + Penalty 2893.253847 = -701967.413877
  nChanged 4
		SP:Iteration 65Q (114341.500000 sec): 3 clusters
  Score: Raw -704861.949185 + Penalty 2893.253847 = -701968.695338
  nChanged 5
		SP:Iteration 66Q (114341.620000 sec): 3 clusters
  Score: Raw -704865.850422 + Penalty 2893.253847 = -701972.596575
  nChanged 3
		SP:Iteration 67Q (114341.730000 sec): 3 clusters
  Score: Raw -704866.823943 + Penalty 2893.253847 = -701973.570096
  nChanged 2
		SP:Iteration 68Q (114341.850000 sec): 3 clusters
  Score: Raw -704867.473333 + Penalty 2893.253847 = -701974.219486
  nChanged 1
		SP:Iteration 69Q (114341.970000 sec): 3 clusters
  Score: Raw -704868.784838 + Penalty 2893.253847 = -701975.530992
  nChanged 1
		SP:Iteration 70Q (114342.080000 sec): 3 clusters
  Score: Raw -704869.047581 + Penalty 2893.253847 = -701975.793735
  nChanged 1
		SP:Iteration 71Q (114342.210000 sec): 3 clusters
  Score: Raw -704869.413535 + Penalty 2893.253847 = -701976.159688
  nChanged 0
		SP:Iteration 72F (114342.350000 sec): 3 clusters
  Score: Raw -704869.413535 + Penalty 2893.253847 = -701976.159688
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 65 (15729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114342.540000 sec): 2 clusters
  Score: Raw -1706644.054450 + Penalty 1570.279981 = -1705073.774469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114342.830000 sec): 3 clusters
  Score: Raw -1697354.701670 + Penalty 3140.559962 = -1694214.141708
  nChanged 7077
		SP:Iteration 1F (114343.050000 sec): 3 clusters
  Score: Raw -1701184.239981 + Penalty 3140.559962 = -1698043.680019
  nChanged 774
		SP:Iteration 2Q (114343.260000 sec): 3 clusters
  Score: Raw -1701429.840781 + Penalty 3140.559962 = -1698289.280819
  nChanged 658
		SP:Iteration 3Q (114343.470000 sec): 3 clusters
  Score: Raw -1701651.139507 + Penalty 3140.559962 = -1698510.579545
  nChanged 662
		SP:Iteration 4Q (114343.740000 sec): 3 clusters
  Score: Raw -1701875.958560 + Penalty 3140.559962 = -1698735.398598
  nChanged 623
		SP:Iteration 5Q (114343.950000 sec): 3 clusters
  Score: Raw -1702099.604026 + Penalty 3140.559962 = -1698959.044064
  nChanged 620
		SP:Iteration 6Q (114344.160000 sec): 3 clusters
  Score: Raw -1702352.277278 + Penalty 3140.559962 = -1699211.717316
  nChanged 721
		SP:Iteration 7Q (114344.360000 sec): 3 clusters
  Score: Raw -1702702.080304 + Penalty 3140.559962 = -1699561.520343
  nChanged 831
		SP:Iteration 8F (114344.620000 sec): 3 clusters
  Score: Raw -1703197.802818 + Penalty 3140.559962 = -1700057.242856
  nChanged 926
		SP:Iteration 9F (114344.850000 sec): 3 clusters
  Score: Raw -1703808.520000 + Penalty 3140.559962 = -1700667.960038
  nChanged 954
		SP:Iteration 10F (114345.050000 sec): 3 clusters
  Score: Raw -1704495.976204 + Penalty 3140.559962 = -1701355.416242
  nChanged 850
		SP:Iteration 11F (114345.240000 sec): 3 clusters
  Score: Raw -1705107.744593 + Penalty 3140.559962 = -1701967.184631
  nChanged 685
		SP:Iteration 12Q (114345.440000 sec): 3 clusters
  Score: Raw -1705629.135702 + Penalty 3140.559962 = -1702488.575740
  nChanged 501
		SP:Iteration 13Q (114345.710000 sec): 3 clusters
  Score: Raw -1706018.781109 + Penalty 3140.559962 = -1702878.221148
  nChanged 360
		SP:Iteration 14Q (114345.920000 sec): 3 clusters
  Score: Raw -1706289.724824 + Penalty 3140.559962 = -1703149.164862
  nChanged 230
		SP:Iteration 15Q (114346.120000 sec): 3 clusters
  Score: Raw -1706466.281973 + Penalty 3140.559962 = -1703325.722011
  nChanged 181
		SP:Iteration 16Q (114346.320000 sec): 3 clusters
  Score: Raw -1706614.386849 + Penalty 3140.559962 = -1703473.826887
  nChanged 131
		SP:Iteration 17Q (114346.510000 sec): 3 clusters
  Score: Raw -1706729.030903 + Penalty 3140.559962 = -1703588.470941
  nChanged 88
		SP:Iteration 18Q (114346.720000 sec): 3 clusters
  Score: Raw -1706800.000117 + Penalty 3140.559962 = -1703659.440155
  nChanged 75
		SP:Iteration 19Q (114346.990000 sec): 3 clusters
  Score: Raw -1706858.418719 + Penalty 3140.559962 = -1703717.858757
  nChanged 52
		SP:Iteration 20F (114347.220000 sec): 3 clusters
  Score: Raw -1706906.104600 + Penalty 3140.559962 = -1703765.544638
  nChanged 58
		SP:Iteration 21Q (114347.420000 sec): 3 clusters
  Score: Raw -1706949.263135 + Penalty 3140.559962 = -1703808.703173
  nChanged 39
		SP:Iteration 22Q (114347.620000 sec): 3 clusters
  Score: Raw -1706978.413740 + Penalty 3140.559962 = -1703837.853778
  nChanged 39
		SP:Iteration 23Q (114347.830000 sec): 3 clusters
  Score: Raw -1707005.109532 + Penalty 3140.559962 = -1703864.549570
  nChanged 32
		SP:Iteration 24Q (114348.090000 sec): 3 clusters
  Score: Raw -1707024.837903 + Penalty 3140.559962 = -1703884.277941
  nChanged 23
		SP:Iteration 25Q (114348.300000 sec): 3 clusters
  Score: Raw -1707035.029996 + Penalty 3140.559962 = -1703894.470034
  nChanged 18
		SP:Iteration 26Q (114348.500000 sec): 3 clusters
  Score: Raw -1707047.571810 + Penalty 3140.559962 = -1703907.011848
  nChanged 23
		SP:Iteration 27Q (114348.700000 sec): 3 clusters
  Score: Raw -1707058.695786 + Penalty 3140.559962 = -1703918.135824
  nChanged 18
		SP:Iteration 28Q (114348.910000 sec): 3 clusters
  Score: Raw -1707071.077029 + Penalty 3140.559962 = -1703930.517067
  nChanged 13
		SP:Iteration 29Q (114349.180000 sec): 3 clusters
  Score: Raw -1707079.745987 + Penalty 3140.559962 = -1703939.186025
  nChanged 15
		SP:Iteration 30Q (114349.390000 sec): 3 clusters
  Score: Raw -1707085.022493 + Penalty 3140.559962 = -1703944.462531
  nChanged 5
		SP:Iteration 31Q (114349.590000 sec): 3 clusters
  Score: Raw -1707087.122044 + Penalty 3140.559962 = -1703946.562082
  nChanged 7
		SP:Iteration 32Q (114349.790000 sec): 3 clusters
  Score: Raw -1707090.405671 + Penalty 3140.559962 = -1703949.845709
  nChanged 2
		SP:Iteration 33Q (114350.010000 sec): 3 clusters
  Score: Raw -1707091.222272 + Penalty 3140.559962 = -1703950.662310
  nChanged 3
		SP:Iteration 34Q (114350.280000 sec): 3 clusters
  Score: Raw -1707092.312613 + Penalty 3140.559962 = -1703951.752651
  nChanged 4
		SP:Iteration 35Q (114350.480000 sec): 3 clusters
  Score: Raw -1707094.325347 + Penalty 3140.559962 = -1703953.765385
  nChanged 4
		SP:Iteration 36Q (114350.690000 sec): 3 clusters
  Score: Raw -1707096.372632 + Penalty 3140.559962 = -1703955.812670
  nChanged 2
		SP:Iteration 37Q (114350.890000 sec): 3 clusters
  Score: Raw -1707097.244574 + Penalty 3140.559962 = -1703956.684612
  nChanged 3
		SP:Iteration 38Q (114351.110000 sec): 3 clusters
  Score: Raw -1707098.117612 + Penalty 3140.559962 = -1703957.557650
  nChanged 3
		SP:Iteration 39Q (114351.370000 sec): 3 clusters
  Score: Raw -1707099.226414 + Penalty 3140.559962 = -1703958.666452
  nChanged 4
		SP:Iteration 40F (114351.570000 sec): 3 clusters
  Score: Raw -1707101.004092 + Penalty 3140.559962 = -1703960.444130
  nChanged 3
		SP:Iteration 41Q (114351.770000 sec): 3 clusters
  Score: Raw -1707102.453622 + Penalty 3140.559962 = -1703961.893660
  nChanged 5
		SP:Iteration 42Q (114351.980000 sec): 3 clusters
  Score: Raw -1707104.311093 + Penalty 3140.559962 = -1703963.751131
  nChanged 4
		SP:Iteration 43Q (114352.240000 sec): 3 clusters
  Score: Raw -1707106.320881 + Penalty 3140.559962 = -1703965.760919
  nChanged 9
		SP:Iteration 44Q (114352.480000 sec): 3 clusters
  Score: Raw -1707110.650955 + Penalty 3140.559962 = -1703970.090993
  nChanged 6
		SP:Iteration 45Q (114352.680000 sec): 3 clusters
  Score: Raw -1707113.567244 + Penalty 3140.559962 = -1703973.007283
  nChanged 5
		SP:Iteration 46Q (114352.900000 sec): 3 clusters
  Score: Raw -1707116.233591 + Penalty 3140.559962 = -1703975.673629
  nChanged 7
		SP:Iteration 47Q (114353.160000 sec): 3 clusters
  Score: Raw -1707119.471103 + Penalty 3140.559962 = -1703978.911141
  nChanged 5
		SP:Iteration 48Q (114353.370000 sec): 3 clusters
  Score: Raw -1707121.182157 + Penalty 3140.559962 = -1703980.622196
  nChanged 3
		SP:Iteration 49Q (114353.580000 sec): 3 clusters
  Score: Raw -1707123.493115 + Penalty 3140.559962 = -1703982.933153
  nChanged 3
		SP:Iteration 50Q (114353.780000 sec): 3 clusters
  Score: Raw -1707124.054472 + Penalty 3140.559962 = -1703983.494510
  nChanged 0
		SP:Iteration 51F (114354.060000 sec): 3 clusters
  Score: Raw -1707124.054472 + Penalty 3140.559962 = -1703983.494510
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 66 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114354.120000 sec): 2 clusters
  Score: Raw -282553.467887 + Penalty 1280.569281 = -281272.898606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114354.180000 sec): 3 clusters
  Score: Raw -281357.767830 + Penalty 2561.138562 = -278796.629268
  nChanged 966
		SP:Iteration 1F (114354.230000 sec): 3 clusters
  Score: Raw -281946.024870 + Penalty 2561.138562 = -279384.886308
  nChanged 231
		SP:Iteration 2F (114354.280000 sec): 3 clusters
  Score: Raw -282098.788338 + Penalty 2561.138562 = -279537.649776
  nChanged 127
		SP:Iteration 3Q (114354.330000 sec): 3 clusters
  Score: Raw -282190.891256 + Penalty 2561.138562 = -279629.752694
  nChanged 112
		SP:Iteration 4Q (114354.380000 sec): 3 clusters
  Score: Raw -282265.064774 + Penalty 2561.138562 = -279703.926212
  nChanged 82
		SP:Iteration 5Q (114354.440000 sec): 3 clusters
  Score: Raw -282313.878027 + Penalty 2561.138562 = -279752.739465
  nChanged 87
		SP:Iteration 6Q (114354.490000 sec): 3 clusters
  Score: Raw -282368.796037 + Penalty 2561.138562 = -279807.657475
  nChanged 78
		SP:Iteration 7Q (114354.540000 sec): 3 clusters
  Score: Raw -282420.412813 + Penalty 2561.138562 = -279859.274251
  nChanged 60
		SP:Iteration 8Q (114354.590000 sec): 3 clusters
  Score: Raw -282460.046478 + Penalty 2561.138562 = -279898.907916
  nChanged 52
		SP:Iteration 9Q (114354.640000 sec): 3 clusters
  Score: Raw -282491.807108 + Penalty 2561.138562 = -279930.668546
  nChanged 44
		SP:Iteration 10Q (114354.690000 sec): 3 clusters
  Score: Raw -282517.431312 + Penalty 2561.138562 = -279956.292750
  nChanged 31
		SP:Iteration 11Q (114354.740000 sec): 3 clusters
  Score: Raw -282531.513046 + Penalty 2561.138562 = -279970.374484
  nChanged 20
		SP:Iteration 12Q (114354.800000 sec): 3 clusters
  Score: Raw -282541.841649 + Penalty 2561.138562 = -279980.703087
  nChanged 20
		SP:Iteration 13Q (114354.850000 sec): 3 clusters
  Score: Raw -282550.125389 + Penalty 2561.138562 = -279988.986828
  nChanged 13
		SP:Iteration 14Q (114354.900000 sec): 3 clusters
  Score: Raw -282553.861152 + Penalty 2561.138562 = -279992.722590
  nChanged 4
		SP:Iteration 15Q (114354.950000 sec): 3 clusters
  Score: Raw -282555.068241 + Penalty 2561.138562 = -279993.929680
  nChanged 7
		SP:Iteration 16Q (114355.000000 sec): 3 clusters
  Score: Raw -282557.269723 + Penalty 2561.138562 = -279996.131161
  nChanged 5
		SP:Iteration 17Q (114355.050000 sec): 3 clusters
  Score: Raw -282559.722186 + Penalty 2561.138562 = -279998.583624
  nChanged 5
		SP:Iteration 18Q (114355.100000 sec): 3 clusters
  Score: Raw -282562.334395 + Penalty 2561.138562 = -280001.195833
  nChanged 3
		SP:Iteration 19Q (114355.150000 sec): 3 clusters
  Score: Raw -282564.362079 + Penalty 2561.138562 = -280003.223517
  nChanged 2
		SP:Iteration 20F (114355.200000 sec): 3 clusters
  Score: Raw -282565.326982 + Penalty 2561.138562 = -280004.188420
  nChanged 2
		SP:Iteration 21Q (114355.260000 sec): 3 clusters
  Score: Raw -282566.026758 + Penalty 2561.138562 = -280004.888196
  nChanged 0
		SP:Iteration 22F (114355.300000 sec): 3 clusters
  Score: Raw -282566.026758 + Penalty 2561.138562 = -280004.888196
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 67 (3726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114355.380000 sec): 2 clusters
  Score: Raw -391346.576484 + Penalty 1336.252215 = -390010.324269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114355.460000 sec): 3 clusters
  Score: Raw -389488.899628 + Penalty 2672.504429 = -386816.395199
  nChanged 1476
		SP:Iteration 1F (114355.520000 sec): 3 clusters
  Score: Raw -390288.760601 + Penalty 2672.504429 = -387616.256172
  nChanged 256
		SP:Iteration 2F (114355.600000 sec): 3 clusters
  Score: Raw -390438.066734 + Penalty 2672.504429 = -387765.562305
  nChanged 203
		SP:Iteration 3F (114355.660000 sec): 3 clusters
  Score: Raw -390558.225245 + Penalty 2672.504429 = -387885.720816
  nChanged 177
		SP:Iteration 4Q (114355.740000 sec): 3 clusters
  Score: Raw -390663.013093 + Penalty 2672.504429 = -387990.508664
  nChanged 158
		SP:Iteration 5Q (114355.810000 sec): 3 clusters
  Score: Raw -390763.117685 + Penalty 2672.504429 = -388090.613256
  nChanged 138
		SP:Iteration 6Q (114355.880000 sec): 3 clusters
  Score: Raw -390852.991239 + Penalty 2672.504429 = -388180.486809
  nChanged 114
		SP:Iteration 7Q (114355.950000 sec): 3 clusters
  Score: Raw -390916.273700 + Penalty 2672.504429 = -388243.769271
  nChanged 96
		SP:Iteration 8Q (114356.020000 sec): 3 clusters
  Score: Raw -390971.102456 + Penalty 2672.504429 = -388298.598027
  nChanged 86
		SP:Iteration 9Q (114356.090000 sec): 3 clusters
  Score: Raw -391027.149900 + Penalty 2672.504429 = -388354.645471
  nChanged 75
		SP:Iteration 10Q (114356.160000 sec): 3 clusters
  Score: Raw -391084.825014 + Penalty 2672.504429 = -388412.320585
  nChanged 93
		SP:Iteration 11Q (114356.240000 sec): 3 clusters
  Score: Raw -391160.904581 + Penalty 2672.504429 = -388488.400152
  nChanged 84
		SP:Iteration 12Q (114356.300000 sec): 3 clusters
  Score: Raw -391227.914731 + Penalty 2672.504429 = -388555.410302
  nChanged 65
		SP:Iteration 13Q (114356.380000 sec): 3 clusters
  Score: Raw -391278.539395 + Penalty 2672.504429 = -388606.034965
  nChanged 50
		SP:Iteration 14Q (114356.440000 sec): 3 clusters
  Score: Raw -391314.770833 + Penalty 2672.504429 = -388642.266404
  nChanged 41
		SP:Iteration 15Q (114356.520000 sec): 3 clusters
  Score: Raw -391342.645854 + Penalty 2672.504429 = -388670.141425
  nChanged 38
		SP:Iteration 16Q (114356.580000 sec): 3 clusters
  Score: Raw -391370.419133 + Penalty 2672.504429 = -388697.914704
  nChanged 41
		SP:Iteration 17Q (114356.650000 sec): 3 clusters
  Score: Raw -391402.983022 + Penalty 2672.504429 = -388730.478593
  nChanged 35
		SP:Iteration 18Q (114356.720000 sec): 3 clusters
  Score: Raw -391437.362563 + Penalty 2672.504429 = -388764.858134
  nChanged 35
		SP:Iteration 19Q (114356.790000 sec): 3 clusters
  Score: Raw -391472.613635 + Penalty 2672.504429 = -388800.109205
  nChanged 31
		SP:Iteration 20F (114356.860000 sec): 3 clusters
  Score: Raw -391507.367476 + Penalty 2672.504429 = -388834.863047
  nChanged 27
		SP:Iteration 21Q (114356.920000 sec): 3 clusters
  Score: Raw -391536.366947 + Penalty 2672.504429 = -388863.862518
  nChanged 24
		SP:Iteration 22Q (114356.990000 sec): 3 clusters
  Score: Raw -391567.962607 + Penalty 2672.504429 = -388895.458178
  nChanged 24
		SP:Iteration 23Q (114357.060000 sec): 3 clusters
  Score: Raw -391599.550023 + Penalty 2672.504429 = -388927.045594
  nChanged 20
		SP:Iteration 24Q (114357.130000 sec): 3 clusters
  Score: Raw -391637.524944 + Penalty 2672.504429 = -388965.020515
  nChanged 36
		SP:Iteration 25Q (114357.190000 sec): 3 clusters
  Score: Raw -391682.993825 + Penalty 2672.504429 = -389010.489396
  nChanged 24
		SP:Iteration 26Q (114357.260000 sec): 3 clusters
  Score: Raw -391703.344315 + Penalty 2672.504429 = -389030.839886
  nChanged 15
		SP:Iteration 27Q (114357.330000 sec): 3 clusters
  Score: Raw -391717.091207 + Penalty 2672.504429 = -389044.586778
  nChanged 10
		SP:Iteration 28Q (114357.400000 sec): 3 clusters
  Score: Raw -391723.937893 + Penalty 2672.504429 = -389051.433464
  nChanged 8
		SP:Iteration 29Q (114357.460000 sec): 3 clusters
  Score: Raw -391728.632490 + Penalty 2672.504429 = -389056.128061
  nChanged 2
		SP:Iteration 30Q (114357.530000 sec): 3 clusters
  Score: Raw -391730.111428 + Penalty 2672.504429 = -389057.606999
  nChanged 4
		SP:Iteration 31Q (114357.600000 sec): 3 clusters
  Score: Raw -391733.514808 + Penalty 2672.504429 = -389061.010379
  nChanged 4
		SP:Iteration 32Q (114357.660000 sec): 3 clusters
  Score: Raw -391737.992449 + Penalty 2672.504429 = -389065.488020
  nChanged 4
		SP:Iteration 33Q (114357.730000 sec): 3 clusters
  Score: Raw -391740.469790 + Penalty 2672.504429 = -389067.965361
  nChanged 0
		SP:Iteration 34F (114357.800000 sec): 3 clusters
  Score: Raw -391740.469790 + Penalty 2672.504429 = -389067.965361
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 68 (1334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114357.860000 sec): 2 clusters
  Score: Raw -139103.465012 + Penalty 1169.339799 = -137934.125213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114357.880000 sec): 3 clusters
  Score: Raw -138594.724683 + Penalty 2338.679599 = -136256.045084
  nChanged 419
		SP:Iteration 1F (114357.910000 sec): 3 clusters
  Score: Raw -138896.999220 + Penalty 2338.679599 = -136558.319622
  nChanged 97
		SP:Iteration 2F (114357.940000 sec): 3 clusters
  Score: Raw -138977.351453 + Penalty 2338.679599 = -136638.671855
  nChanged 50
		SP:Iteration 3Q (114357.960000 sec): 3 clusters
  Score: Raw -139017.880428 + Penalty 2338.679599 = -136679.200830
  nChanged 28
		SP:Iteration 4Q (114357.990000 sec): 3 clusters
  Score: Raw -139041.113790 + Penalty 2338.679599 = -136702.434191
  nChanged 20
		SP:Iteration 5Q (114358.010000 sec): 3 clusters
  Score: Raw -139058.170776 + Penalty 2338.679599 = -136719.491177
  nChanged 20
		SP:Iteration 6Q (114358.040000 sec): 3 clusters
  Score: Raw -139071.147316 + Penalty 2338.679599 = -136732.467717
  nChanged 8
		SP:Iteration 7Q (114358.070000 sec): 3 clusters
  Score: Raw -139078.238805 + Penalty 2338.679599 = -136739.559206
  nChanged 11
		SP:Iteration 8Q (114358.090000 sec): 3 clusters
  Score: Raw -139084.184488 + Penalty 2338.679599 = -136745.504889
  nChanged 9
		SP:Iteration 9Q (114358.120000 sec): 3 clusters
  Score: Raw -139090.617560 + Penalty 2338.679599 = -136751.937961
  nChanged 14
		SP:Iteration 10Q (114358.150000 sec): 3 clusters
  Score: Raw -139098.353960 + Penalty 2338.679599 = -136759.674362
  nChanged 6
		SP:Iteration 11Q (114358.170000 sec): 3 clusters
  Score: Raw -139104.997442 + Penalty 2338.679599 = -136766.317843
  nChanged 6
		SP:Iteration 12Q (114358.200000 sec): 3 clusters
  Score: Raw -139108.967048 + Penalty 2338.679599 = -136770.287449
  nChanged 3
		SP:Iteration 13Q (114358.220000 sec): 3 clusters
  Score: Raw -139110.282648 + Penalty 2338.679599 = -136771.603050
  nChanged 0
		SP:Iteration 14F (114358.250000 sec): 3 clusters
  Score: Raw -139110.282648 + Penalty 2338.679599 = -136771.603050
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 69 (3520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114358.320000 sec): 2 clusters
  Score: Raw -339772.545001 + Penalty 1327.010144 = -338445.534857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114358.400000 sec): 3 clusters
  Score: Raw -338149.257889 + Penalty 2654.020287 = -335495.237601
  nChanged 1322
		SP:Iteration 1F (114358.460000 sec): 3 clusters
  Score: Raw -338956.485168 + Penalty 2654.020287 = -336302.464881
  nChanged 277
		SP:Iteration 2F (114358.530000 sec): 3 clusters
  Score: Raw -339132.706895 + Penalty 2654.020287 = -336478.686608
  nChanged 195
		SP:Iteration 3F (114358.590000 sec): 3 clusters
  Score: Raw -339251.433262 + Penalty 2654.020287 = -336597.412975
  nChanged 162
		SP:Iteration 4Q (114358.660000 sec): 3 clusters
  Score: Raw -339342.882047 + Penalty 2654.020287 = -336688.861759
  nChanged 128
		SP:Iteration 5Q (114358.730000 sec): 3 clusters
  Score: Raw -339407.977871 + Penalty 2654.020287 = -336753.957584
  nChanged 99
		SP:Iteration 6Q (114358.810000 sec): 3 clusters
  Score: Raw -339457.934824 + Penalty 2654.020287 = -336803.914536
  nChanged 85
		SP:Iteration 7Q (114358.880000 sec): 3 clusters
  Score: Raw -339497.873807 + Penalty 2654.020287 = -336843.853520
  nChanged 76
		SP:Iteration 8Q (114358.940000 sec): 3 clusters
  Score: Raw -339531.139013 + Penalty 2654.020287 = -336877.118726
  nChanged 70
		SP:Iteration 9Q (114359.010000 sec): 3 clusters
  Score: Raw -339568.322039 + Penalty 2654.020287 = -336914.301752
  nChanged 68
		SP:Iteration 10Q (114359.080000 sec): 3 clusters
  Score: Raw -339609.224155 + Penalty 2654.020287 = -336955.203867
  nChanged 67
		SP:Iteration 11Q (114359.150000 sec): 3 clusters
  Score: Raw -339657.396102 + Penalty 2654.020287 = -337003.375814
  nChanged 77
		SP:Iteration 12Q (114359.220000 sec): 3 clusters
  Score: Raw -339706.770025 + Penalty 2654.020287 = -337052.749737
  nChanged 70
		SP:Iteration 13Q (114359.280000 sec): 3 clusters
  Score: Raw -339754.941370 + Penalty 2654.020287 = -337100.921082
  nChanged 69
		SP:Iteration 14Q (114359.350000 sec): 3 clusters
  Score: Raw -339796.504725 + Penalty 2654.020287 = -337142.484438
  nChanged 58
		SP:Iteration 15Q (114359.420000 sec): 3 clusters
  Score: Raw -339836.301382 + Penalty 2654.020287 = -337182.281094
  nChanged 52
		SP:Iteration 16Q (114359.480000 sec): 3 clusters
  Score: Raw -339867.606952 + Penalty 2654.020287 = -337213.586665
  nChanged 43
		SP:Iteration 17Q (114359.550000 sec): 3 clusters
  Score: Raw -339895.780243 + Penalty 2654.020287 = -337241.759956
  nChanged 46
		SP:Iteration 18Q (114359.620000 sec): 3 clusters
  Score: Raw -339925.201744 + Penalty 2654.020287 = -337271.181457
  nChanged 38
		SP:Iteration 19Q (114359.680000 sec): 3 clusters
  Score: Raw -339946.019393 + Penalty 2654.020287 = -337291.999105
  nChanged 35
		SP:Iteration 20F (114359.750000 sec): 3 clusters
  Score: Raw -339971.768556 + Penalty 2654.020287 = -337317.748269
  nChanged 39
		SP:Iteration 21Q (114359.820000 sec): 3 clusters
  Score: Raw -339995.106816 + Penalty 2654.020287 = -337341.086528
  nChanged 28
		SP:Iteration 22Q (114359.880000 sec): 3 clusters
  Score: Raw -340010.942371 + Penalty 2654.020287 = -337356.922084
  nChanged 35
		SP:Iteration 23Q (114359.950000 sec): 3 clusters
  Score: Raw -340036.649997 + Penalty 2654.020287 = -337382.629710
  nChanged 32
		SP:Iteration 24Q (114360.010000 sec): 3 clusters
  Score: Raw -340056.494599 + Penalty 2654.020287 = -337402.474312
  nChanged 26
		SP:Iteration 25Q (114360.080000 sec): 3 clusters
  Score: Raw -340073.641339 + Penalty 2654.020287 = -337419.621052
  nChanged 27
		SP:Iteration 26Q (114360.140000 sec): 3 clusters
  Score: Raw -340097.172485 + Penalty 2654.020287 = -337443.152198
  nChanged 30
		SP:Iteration 27Q (114360.210000 sec): 3 clusters
  Score: Raw -340114.743831 + Penalty 2654.020287 = -337460.723544
  nChanged 20
		SP:Iteration 28Q (114360.270000 sec): 3 clusters
  Score: Raw -340126.291719 + Penalty 2654.020287 = -337472.271432
  nChanged 14
		SP:Iteration 29Q (114360.340000 sec): 3 clusters
  Score: Raw -340134.174253 + Penalty 2654.020287 = -337480.153966
  nChanged 8
		SP:Iteration 30Q (114360.400000 sec): 3 clusters
  Score: Raw -340138.395008 + Penalty 2654.020287 = -337484.374720
  nChanged 6
		SP:Iteration 31Q (114360.460000 sec): 3 clusters
  Score: Raw -340140.631283 + Penalty 2654.020287 = -337486.610996
  nChanged 5
		SP:Iteration 32Q (114360.530000 sec): 3 clusters
  Score: Raw -340142.797325 + Penalty 2654.020287 = -337488.777038
  nChanged 5
		SP:Iteration 33Q (114360.590000 sec): 3 clusters
  Score: Raw -340144.350810 + Penalty 2654.020287 = -337490.330523
  nChanged 2
		SP:Iteration 34Q (114360.660000 sec): 3 clusters
  Score: Raw -340145.188086 + Penalty 2654.020287 = -337491.167799
  nChanged 2
		SP:Iteration 35Q (114360.720000 sec): 3 clusters
  Score: Raw -340146.180420 + Penalty 2654.020287 = -337492.160133
  nChanged 2
		SP:Iteration 36Q (114360.780000 sec): 3 clusters
  Score: Raw -340147.396796 + Penalty 2654.020287 = -337493.376509
  nChanged 1
		SP:Iteration 37Q (114360.850000 sec): 3 clusters
  Score: Raw -340147.682527 + Penalty 2654.020287 = -337493.662239
  nChanged 1
		SP:Iteration 38Q (114360.910000 sec): 3 clusters
  Score: Raw -340147.791154 + Penalty 2654.020287 = -337493.770867
  nChanged 0
		SP:Iteration 39F (114360.980000 sec): 3 clusters
  Score: Raw -340147.791154 + Penalty 2654.020287 = -337493.770867
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 70 (1412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114361.040000 sec): 2 clusters
  Score: Raw -128041.483642 + Penalty 1178.573893 = -126862.909749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114361.060000 sec): 3 clusters
  Score: Raw -127509.723902 + Penalty 2357.147786 = -125152.576116
  nChanged 458
		SP:Iteration 1F (114361.090000 sec): 3 clusters
  Score: Raw -127874.398866 + Penalty 2357.147786 = -125517.251080
  nChanged 112
		SP:Iteration 2F (114361.120000 sec): 3 clusters
  Score: Raw -127982.895087 + Penalty 2357.147786 = -125625.747301
  nChanged 69
		SP:Iteration 3Q (114361.150000 sec): 3 clusters
  Score: Raw -128037.008063 + Penalty 2357.147786 = -125679.860277
  nChanged 43
		SP:Iteration 4Q (114361.180000 sec): 3 clusters
  Score: Raw -128083.036415 + Penalty 2357.147786 = -125725.888629
  nChanged 47
		SP:Iteration 5Q (114361.200000 sec): 3 clusters
  Score: Raw -128124.547327 + Penalty 2357.147786 = -125767.399542
  nChanged 39
		SP:Iteration 6Q (114361.230000 sec): 3 clusters
  Score: Raw -128162.332717 + Penalty 2357.147786 = -125805.184931
  nChanged 30
		SP:Iteration 7Q (114361.260000 sec): 3 clusters
  Score: Raw -128184.401419 + Penalty 2357.147786 = -125827.253633
  nChanged 13
		SP:Iteration 8Q (114361.290000 sec): 3 clusters
  Score: Raw -128191.478487 + Penalty 2357.147786 = -125834.330701
  nChanged 6
		SP:Iteration 9Q (114361.320000 sec): 3 clusters
  Score: Raw -128195.222670 + Penalty 2357.147786 = -125838.074884
  nChanged 3
		SP:Iteration 10Q (114361.340000 sec): 3 clusters
  Score: Raw -128198.124833 + Penalty 2357.147786 = -125840.977047
  nChanged 6
		SP:Iteration 11Q (114361.370000 sec): 3 clusters
  Score: Raw -128202.783860 + Penalty 2357.147786 = -125845.636074
  nChanged 11
		SP:Iteration 12Q (114361.400000 sec): 3 clusters
  Score: Raw -128209.682648 + Penalty 2357.147786 = -125852.534862
  nChanged 6
		SP:Iteration 13Q (114361.430000 sec): 3 clusters
  Score: Raw -128213.725414 + Penalty 2357.147786 = -125856.577628
  nChanged 4
		SP:Iteration 14Q (114361.460000 sec): 3 clusters
  Score: Raw -128215.443922 + Penalty 2357.147786 = -125858.296136
  nChanged 1
		SP:Iteration 15Q (114361.480000 sec): 3 clusters
  Score: Raw -128215.725411 + Penalty 2357.147786 = -125858.577625
  nChanged 2
		SP:Iteration 16Q (114361.510000 sec): 3 clusters
  Score: Raw -128216.334672 + Penalty 2357.147786 = -125859.186886
  nChanged 0
		SP:Iteration 17F (114361.540000 sec): 3 clusters
  Score: Raw -128216.334672 + Penalty 2357.147786 = -125859.186886
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 71 (431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114361.590000 sec): 2 clusters
  Score: Raw -39176.692486 + Penalty 985.742565 = -38190.949921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114361.600000 sec): 3 clusters
  Score: Raw -39225.098177 + Penalty 1971.485129 = -37253.613048
  nChanged 94
		SP:Iteration 1F (114361.610000 sec): 3 clusters
  Score: Raw -39400.315236 + Penalty 1971.485129 = -37428.830107
  nChanged 32
		SP:Iteration 2F (114361.620000 sec): 3 clusters
  Score: Raw -39464.565571 + Penalty 1971.485129 = -37493.080442
  nChanged 11
		SP:Iteration 3Q (114361.630000 sec): 3 clusters
  Score: Raw -39505.797324 + Penalty 1971.485129 = -37534.312195
  nChanged 9
		SP:Iteration 4Q (114361.640000 sec): 3 clusters
  Score: Raw -39517.516550 + Penalty 1971.485129 = -37546.031421
  nChanged 2
		SP:Iteration 5Q (114361.640000 sec): 3 clusters
  Score: Raw -39518.722292 + Penalty 1971.485129 = -37547.237163
  nChanged 1
		SP:Iteration 6Q (114361.660000 sec): 3 clusters
  Score: Raw -39520.018646 + Penalty 1971.485129 = -37548.533517
  nChanged 1
		SP:Iteration 7Q (114361.660000 sec): 3 clusters
  Score: Raw -39520.767437 + Penalty 1971.485129 = -37549.282307
  nChanged 1
		SP:Iteration 8Q (114361.670000 sec): 3 clusters
  Score: Raw -39521.116424 + Penalty 1971.485129 = -37549.631295
  nChanged 0
		SP:Iteration 9F (114361.680000 sec): 3 clusters
  Score: Raw -39521.116424 + Penalty 1971.485129 = -37549.631295
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 72 (5537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114361.770000 sec): 2 clusters
  Score: Raw -528080.040808 + Penalty 1400.621319 = -526679.419489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114361.920000 sec): 3 clusters
  Score: Raw -525185.191402 + Penalty 2801.242638 = -522383.948764
  nChanged 2290
		SP:Iteration 1F (114362.020000 sec): 3 clusters
  Score: Raw -526608.487197 + Penalty 2801.242638 = -523807.244559
  nChanged 444
		SP:Iteration 2F (114362.110000 sec): 3 clusters
  Score: Raw -526898.470227 + Penalty 2801.242638 = -524097.227589
  nChanged 326
		SP:Iteration 3F (114362.210000 sec): 3 clusters
  Score: Raw -527105.440409 + Penalty 2801.242638 = -524304.197771
  nChanged 276
		SP:Iteration 4Q (114362.310000 sec): 3 clusters
  Score: Raw -527284.033163 + Penalty 2801.242638 = -524482.790525
  nChanged 240
		SP:Iteration 5Q (114362.410000 sec): 3 clusters
  Score: Raw -527424.108019 + Penalty 2801.242638 = -524622.865381
  nChanged 192
		SP:Iteration 6Q (114362.510000 sec): 3 clusters
  Score: Raw -527551.769439 + Penalty 2801.242638 = -524750.526801
  nChanged 190
		SP:Iteration 7Q (114362.620000 sec): 3 clusters
  Score: Raw -527691.139387 + Penalty 2801.242638 = -524889.896749
  nChanged 177
		SP:Iteration 8Q (114362.720000 sec): 3 clusters
  Score: Raw -527808.784457 + Penalty 2801.242638 = -525007.541819
  nChanged 146
		SP:Iteration 9Q (114362.820000 sec): 3 clusters
  Score: Raw -527901.410964 + Penalty 2801.242638 = -525100.168326
  nChanged 147
		SP:Iteration 10Q (114362.920000 sec): 3 clusters
  Score: Raw -528001.724763 + Penalty 2801.242638 = -525200.482125
  nChanged 131
		SP:Iteration 11Q (114363.020000 sec): 3 clusters
  Score: Raw -528078.402791 + Penalty 2801.242638 = -525277.160153
  nChanged 90
		SP:Iteration 12Q (114363.120000 sec): 3 clusters
  Score: Raw -528130.995054 + Penalty 2801.242638 = -525329.752416
  nChanged 84
		SP:Iteration 13Q (114363.220000 sec): 3 clusters
  Score: Raw -528178.038575 + Penalty 2801.242638 = -525376.795937
  nChanged 74
		SP:Iteration 14Q (114363.310000 sec): 3 clusters
  Score: Raw -528216.946173 + Penalty 2801.242638 = -525415.703535
  nChanged 67
		SP:Iteration 15Q (114363.410000 sec): 3 clusters
  Score: Raw -528253.034397 + Penalty 2801.242638 = -525451.791759
  nChanged 50
		SP:Iteration 16Q (114363.510000 sec): 3 clusters
  Score: Raw -528276.414762 + Penalty 2801.242638 = -525475.172124
  nChanged 49
		SP:Iteration 17Q (114363.610000 sec): 3 clusters
  Score: Raw -528300.418786 + Penalty 2801.242638 = -525499.176148
  nChanged 33
		SP:Iteration 18Q (114363.710000 sec): 3 clusters
  Score: Raw -528316.803896 + Penalty 2801.242638 = -525515.561258
  nChanged 29
		SP:Iteration 19Q (114363.800000 sec): 3 clusters
  Score: Raw -528329.033554 + Penalty 2801.242638 = -525527.790916
  nChanged 23
		SP:Iteration 20F (114363.910000 sec): 3 clusters
  Score: Raw -528337.556010 + Penalty 2801.242638 = -525536.313372
  nChanged 18
		SP:Iteration 21Q (114364.000000 sec): 3 clusters
  Score: Raw -528344.499106 + Penalty 2801.242638 = -525543.256468
  nChanged 17
		SP:Iteration 22Q (114364.100000 sec): 3 clusters
  Score: Raw -528350.989708 + Penalty 2801.242638 = -525549.747070
  nChanged 14
		SP:Iteration 23Q (114364.200000 sec): 3 clusters
  Score: Raw -528359.638533 + Penalty 2801.242638 = -525558.395895
  nChanged 22
		SP:Iteration 24Q (114364.300000 sec): 3 clusters
  Score: Raw -528372.772191 + Penalty 2801.242638 = -525571.529553
  nChanged 15
		SP:Iteration 25Q (114364.400000 sec): 3 clusters
  Score: Raw -528380.866228 + Penalty 2801.242638 = -525579.623590
  nChanged 17
		SP:Iteration 26Q (114364.490000 sec): 3 clusters
  Score: Raw -528388.562996 + Penalty 2801.242638 = -525587.320358
  nChanged 13
		SP:Iteration 27Q (114364.590000 sec): 3 clusters
  Score: Raw -528393.408847 + Penalty 2801.242638 = -525592.166209
  nChanged 11
		SP:Iteration 28Q (114364.690000 sec): 3 clusters
  Score: Raw -528396.903146 + Penalty 2801.242638 = -525595.660508
  nChanged 7
		SP:Iteration 29Q (114364.780000 sec): 3 clusters
  Score: Raw -528399.796432 + Penalty 2801.242638 = -525598.553794
  nChanged 7
		SP:Iteration 30Q (114364.880000 sec): 3 clusters
  Score: Raw -528402.672913 + Penalty 2801.242638 = -525601.430275
  nChanged 9
		SP:Iteration 31Q (114364.980000 sec): 3 clusters
  Score: Raw -528405.491472 + Penalty 2801.242638 = -525604.248834
  nChanged 6
		SP:Iteration 32Q (114365.080000 sec): 3 clusters
  Score: Raw -528406.424895 + Penalty 2801.242638 = -525605.182257
  nChanged 3
		SP:Iteration 33Q (114365.180000 sec): 3 clusters
  Score: Raw -528407.007260 + Penalty 2801.242638 = -525605.764622
  nChanged 3
		SP:Iteration 34Q (114365.270000 sec): 3 clusters
  Score: Raw -528408.360838 + Penalty 2801.242638 = -525607.118200
  nChanged 3
		SP:Iteration 35Q (114365.370000 sec): 3 clusters
  Score: Raw -528409.863454 + Penalty 2801.242638 = -525608.620816
  nChanged 3
		SP:Iteration 36Q (114365.470000 sec): 3 clusters
  Score: Raw -528410.719871 + Penalty 2801.242638 = -525609.477233
  nChanged 2
		SP:Iteration 37Q (114365.560000 sec): 3 clusters
  Score: Raw -528411.483481 + Penalty 2801.242638 = -525610.240844
  nChanged 6
		SP:Iteration 38Q (114365.660000 sec): 3 clusters
  Score: Raw -528413.330959 + Penalty 2801.242638 = -525612.088321
  nChanged 2
		SP:Iteration 39Q (114365.760000 sec): 3 clusters
  Score: Raw -528413.712911 + Penalty 2801.242638 = -525612.470273
  nChanged 0
		SP:Iteration 40F (114365.850000 sec): 3 clusters
  Score: Raw -528413.712911 + Penalty 2801.242638 = -525612.470273
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 73 (2907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114365.920000 sec): 2 clusters
  Score: Raw -272836.931853 + Penalty 1295.917496 = -271541.014356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114365.980000 sec): 3 clusters
  Score: Raw -271414.572707 + Penalty 2591.834993 = -268822.737715
  nChanged 1146
		SP:Iteration 1F (114366.030000 sec): 3 clusters
  Score: Raw -272130.373470 + Penalty 2591.834993 = -269538.538478
  nChanged 251
		SP:Iteration 2F (114366.090000 sec): 3 clusters
  Score: Raw -272352.666051 + Penalty 2591.834993 = -269760.831058
  nChanged 186
		SP:Iteration 3F (114366.140000 sec): 3 clusters
  Score: Raw -272492.112608 + Penalty 2591.834993 = -269900.277615
  nChanged 129
		SP:Iteration 4Q (114366.200000 sec): 3 clusters
  Score: Raw -272600.454711 + Penalty 2591.834993 = -270008.619718
  nChanged 124
		SP:Iteration 5Q (114366.260000 sec): 3 clusters
  Score: Raw -272700.461058 + Penalty 2591.834993 = -270108.626065
  nChanged 104
		SP:Iteration 6Q (114366.320000 sec): 3 clusters
  Score: Raw -272789.701820 + Penalty 2591.834993 = -270197.866827
  nChanged 105
		SP:Iteration 7Q (114366.370000 sec): 3 clusters
  Score: Raw -272862.813922 + Penalty 2591.834993 = -270270.978929
  nChanged 85
		SP:Iteration 8Q (114366.430000 sec): 3 clusters
  Score: Raw -272924.529248 + Penalty 2591.834993 = -270332.694255
  nChanged 59
		SP:Iteration 9Q (114366.480000 sec): 3 clusters
  Score: Raw -272956.907925 + Penalty 2591.834993 = -270365.072932
  nChanged 51
		SP:Iteration 10Q (114366.540000 sec): 3 clusters
  Score: Raw -272977.730065 + Penalty 2591.834993 = -270385.895072
  nChanged 35
		SP:Iteration 11Q (114366.600000 sec): 3 clusters
  Score: Raw -272993.435396 + Penalty 2591.834993 = -270401.600404
  nChanged 34
		SP:Iteration 12Q (114366.650000 sec): 3 clusters
  Score: Raw -273014.401706 + Penalty 2591.834993 = -270422.566714
  nChanged 28
		SP:Iteration 13Q (114366.710000 sec): 3 clusters
  Score: Raw -273027.789380 + Penalty 2591.834993 = -270435.954387
  nChanged 28
		SP:Iteration 14Q (114366.760000 sec): 3 clusters
  Score: Raw -273042.597127 + Penalty 2591.834993 = -270450.762135
  nChanged 25
		SP:Iteration 15Q (114366.820000 sec): 3 clusters
  Score: Raw -273055.962319 + Penalty 2591.834993 = -270464.127326
  nChanged 26
		SP:Iteration 16Q (114366.870000 sec): 3 clusters
  Score: Raw -273068.631064 + Penalty 2591.834993 = -270476.796071
  nChanged 27
		SP:Iteration 17Q (114366.930000 sec): 3 clusters
  Score: Raw -273082.767282 + Penalty 2591.834993 = -270490.932289
  nChanged 29
		SP:Iteration 18Q (114366.980000 sec): 3 clusters
  Score: Raw -273098.943285 + Penalty 2591.834993 = -270507.108293
  nChanged 28
		SP:Iteration 19Q (114367.040000 sec): 3 clusters
  Score: Raw -273113.139627 + Penalty 2591.834993 = -270521.304635
  nChanged 26
		SP:Iteration 20F (114367.100000 sec): 3 clusters
  Score: Raw -273121.982979 + Penalty 2591.834993 = -270530.147986
  nChanged 22
		SP:Iteration 21Q (114367.150000 sec): 3 clusters
  Score: Raw -273132.372157 + Penalty 2591.834993 = -270540.537164
  nChanged 23
		SP:Iteration 22Q (114367.200000 sec): 3 clusters
  Score: Raw -273146.151913 + Penalty 2591.834993 = -270554.316921
  nChanged 24
		SP:Iteration 23Q (114367.260000 sec): 3 clusters
  Score: Raw -273156.450676 + Penalty 2591.834993 = -270564.615683
  nChanged 22
		SP:Iteration 24Q (114367.320000 sec): 3 clusters
  Score: Raw -273165.817572 + Penalty 2591.834993 = -270573.982579
  nChanged 18
		SP:Iteration 25Q (114367.370000 sec): 3 clusters
  Score: Raw -273173.421144 + Penalty 2591.834993 = -270581.586151
  nChanged 16
		SP:Iteration 26Q (114367.430000 sec): 3 clusters
  Score: Raw -273182.305496 + Penalty 2591.834993 = -270590.470504
  nChanged 16
		SP:Iteration 27Q (114367.480000 sec): 3 clusters
  Score: Raw -273189.095895 + Penalty 2591.834993 = -270597.260902
  nChanged 10
		SP:Iteration 28Q (114367.540000 sec): 3 clusters
  Score: Raw -273194.342561 + Penalty 2591.834993 = -270602.507568
  nChanged 10
		SP:Iteration 29Q (114367.590000 sec): 3 clusters
  Score: Raw -273202.426948 + Penalty 2591.834993 = -270610.591955
  nChanged 20
		SP:Iteration 30Q (114367.650000 sec): 3 clusters
  Score: Raw -273216.210344 + Penalty 2591.834993 = -270624.375351
  nChanged 25
		SP:Iteration 31Q (114367.700000 sec): 3 clusters
  Score: Raw -273232.670524 + Penalty 2591.834993 = -270640.835531
  nChanged 25
		SP:Iteration 32Q (114367.760000 sec): 3 clusters
  Score: Raw -273247.557820 + Penalty 2591.834993 = -270655.722828
  nChanged 17
		SP:Iteration 33Q (114367.810000 sec): 3 clusters
  Score: Raw -273253.972228 + Penalty 2591.834993 = -270662.137235
  nChanged 13
		SP:Iteration 34Q (114367.870000 sec): 3 clusters
  Score: Raw -273260.331307 + Penalty 2591.834993 = -270668.496315
  nChanged 7
		SP:Iteration 35Q (114367.920000 sec): 3 clusters
  Score: Raw -273263.348799 + Penalty 2591.834993 = -270671.513807
  nChanged 4
		SP:Iteration 36Q (114367.980000 sec): 3 clusters
  Score: Raw -273264.043623 + Penalty 2591.834993 = -270672.208631
  nChanged 0
		SP:Iteration 37F (114368.030000 sec): 3 clusters
  Score: Raw -273264.043623 + Penalty 2591.834993 = -270672.208631
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 74 (2778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114368.100000 sec): 2 clusters
  Score: Raw -296688.613895 + Penalty 1288.541560 = -295400.072335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114368.160000 sec): 3 clusters
  Score: Raw -295382.562138 + Penalty 2577.083120 = -292805.479018
  nChanged 1041
		SP:Iteration 1F (114368.210000 sec): 3 clusters
  Score: Raw -296011.190210 + Penalty 2577.083120 = -293434.107090
  nChanged 218
		SP:Iteration 2F (114368.260000 sec): 3 clusters
  Score: Raw -296157.238874 + Penalty 2577.083120 = -293580.155754
  nChanged 153
		SP:Iteration 3F (114368.320000 sec): 3 clusters
  Score: Raw -296259.130480 + Penalty 2577.083120 = -293682.047360
  nChanged 107
		SP:Iteration 4Q (114368.370000 sec): 3 clusters
  Score: Raw -296326.764000 + Penalty 2577.083120 = -293749.680880
  nChanged 75
		SP:Iteration 5Q (114368.420000 sec): 3 clusters
  Score: Raw -296371.271578 + Penalty 2577.083120 = -293794.188458
  nChanged 54
		SP:Iteration 6Q (114368.480000 sec): 3 clusters
  Score: Raw -296403.456125 + Penalty 2577.083120 = -293826.373005
  nChanged 50
		SP:Iteration 7Q (114368.530000 sec): 3 clusters
  Score: Raw -296438.973803 + Penalty 2577.083120 = -293861.890683
  nChanged 58
		SP:Iteration 8Q (114368.580000 sec): 3 clusters
  Score: Raw -296478.509527 + Penalty 2577.083120 = -293901.426407
  nChanged 51
		SP:Iteration 9Q (114368.640000 sec): 3 clusters
  Score: Raw -296507.087371 + Penalty 2577.083120 = -293930.004251
  nChanged 43
		SP:Iteration 10Q (114368.690000 sec): 3 clusters
  Score: Raw -296539.803307 + Penalty 2577.083120 = -293962.720187
  nChanged 44
		SP:Iteration 11Q (114368.740000 sec): 3 clusters
  Score: Raw -296563.204161 + Penalty 2577.083120 = -293986.121041
  nChanged 30
		SP:Iteration 12Q (114368.800000 sec): 3 clusters
  Score: Raw -296579.676104 + Penalty 2577.083120 = -294002.592984
  nChanged 25
		SP:Iteration 13Q (114368.850000 sec): 3 clusters
  Score: Raw -296594.822230 + Penalty 2577.083120 = -294017.739110
  nChanged 30
		SP:Iteration 14Q (114368.900000 sec): 3 clusters
  Score: Raw -296610.811122 + Penalty 2577.083120 = -294033.728002
  nChanged 21
		SP:Iteration 15Q (114368.960000 sec): 3 clusters
  Score: Raw -296621.279783 + Penalty 2577.083120 = -294044.196663
  nChanged 22
		SP:Iteration 16Q (114369.010000 sec): 3 clusters
  Score: Raw -296632.483370 + Penalty 2577.083120 = -294055.400249
  nChanged 20
		SP:Iteration 17Q (114369.060000 sec): 3 clusters
  Score: Raw -296641.367925 + Penalty 2577.083120 = -294064.284805
  nChanged 8
		SP:Iteration 18Q (114369.120000 sec): 3 clusters
  Score: Raw -296644.593803 + Penalty 2577.083120 = -294067.510683
  nChanged 12
		SP:Iteration 19Q (114369.170000 sec): 3 clusters
  Score: Raw -296651.728450 + Penalty 2577.083120 = -294074.645329
  nChanged 15
		SP:Iteration 20F (114369.220000 sec): 3 clusters
  Score: Raw -296661.978423 + Penalty 2577.083120 = -294084.895303
  nChanged 18
		SP:Iteration 21Q (114369.280000 sec): 3 clusters
  Score: Raw -296672.814699 + Penalty 2577.083120 = -294095.731579
  nChanged 21
		SP:Iteration 22Q (114369.330000 sec): 3 clusters
  Score: Raw -296684.450862 + Penalty 2577.083120 = -294107.367742
  nChanged 15
		SP:Iteration 23Q (114369.380000 sec): 3 clusters
  Score: Raw -296692.080772 + Penalty 2577.083120 = -294114.997651
  nChanged 17
		SP:Iteration 24Q (114369.430000 sec): 3 clusters
  Score: Raw -296698.066032 + Penalty 2577.083120 = -294120.982912
  nChanged 11
		SP:Iteration 25Q (114369.490000 sec): 3 clusters
  Score: Raw -296702.165501 + Penalty 2577.083120 = -294125.082381
  nChanged 5
		SP:Iteration 26Q (114369.540000 sec): 3 clusters
  Score: Raw -296705.069624 + Penalty 2577.083120 = -294127.986504
  nChanged 8
		SP:Iteration 27Q (114369.590000 sec): 3 clusters
  Score: Raw -296710.336253 + Penalty 2577.083120 = -294133.253133
  nChanged 9
		SP:Iteration 28Q (114369.640000 sec): 3 clusters
  Score: Raw -296716.597291 + Penalty 2577.083120 = -294139.514171
  nChanged 15
		SP:Iteration 29Q (114369.700000 sec): 3 clusters
  Score: Raw -296724.205222 + Penalty 2577.083120 = -294147.122101
  nChanged 10
		SP:Iteration 30Q (114369.750000 sec): 3 clusters
  Score: Raw -296729.394228 + Penalty 2577.083120 = -294152.311108
  nChanged 6
		SP:Iteration 31Q (114369.800000 sec): 3 clusters
  Score: Raw -296731.914698 + Penalty 2577.083120 = -294154.831578
  nChanged 4
		SP:Iteration 32Q (114369.850000 sec): 3 clusters
  Score: Raw -296733.581389 + Penalty 2577.083120 = -294156.498269
  nChanged 5
		SP:Iteration 33Q (114369.900000 sec): 3 clusters
  Score: Raw -296736.770599 + Penalty 2577.083120 = -294159.687479
  nChanged 7
		SP:Iteration 34Q (114369.960000 sec): 3 clusters
  Score: Raw -296740.282101 + Penalty 2577.083120 = -294163.198981
  nChanged 9
		SP:Iteration 35Q (114370.010000 sec): 3 clusters
  Score: Raw -296743.942098 + Penalty 2577.083120 = -294166.858978
  nChanged 4
		SP:Iteration 36Q (114370.060000 sec): 3 clusters
  Score: Raw -296746.022725 + Penalty 2577.083120 = -294168.939605
  nChanged 7
		SP:Iteration 37Q (114370.110000 sec): 3 clusters
  Score: Raw -296748.651808 + Penalty 2577.083120 = -294171.568688
  nChanged 7
		SP:Iteration 38Q (114370.170000 sec): 3 clusters
  Score: Raw -296751.891643 + Penalty 2577.083120 = -294174.808523
  nChanged 6
		SP:Iteration 39Q (114370.220000 sec): 3 clusters
  Score: Raw -296754.613431 + Penalty 2577.083120 = -294177.530311
  nChanged 5
		SP:Iteration 40F (114370.270000 sec): 3 clusters
  Score: Raw -296756.760830 + Penalty 2577.083120 = -294179.677710
  nChanged 3
		SP:Iteration 41Q (114370.320000 sec): 3 clusters
  Score: Raw -296757.806358 + Penalty 2577.083120 = -294180.723238
  nChanged 1
		SP:Iteration 42Q (114370.370000 sec): 3 clusters
  Score: Raw -296758.009757 + Penalty 2577.083120 = -294180.926637
  nChanged 0
		SP:Iteration 43F (114370.430000 sec): 3 clusters
  Score: Raw -296758.009757 + Penalty 2577.083120 = -294180.926637
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 75 (107036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114371.150000 sec): 2 clusters
  Score: Raw -11331005.844708 + Penalty 1881.899582 = -11329123.945126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114372.130000 sec): 3 clusters
  Score: Raw -11261659.145854 + Penalty 3763.799164 = -11257895.346690
  nChanged 51040
		SP:Iteration 1F (114373.150000 sec): 3 clusters
  Score: Raw -11291013.012840 + Penalty 3763.799164 = -11287249.213676
  nChanged 3360
		SP:Iteration 2Q (114374.190000 sec): 3 clusters
  Score: Raw -11291828.622573 + Penalty 3763.799164 = -11288064.823409
  nChanged 3667
		SP:Iteration 3Q (114375.230000 sec): 3 clusters
  Score: Raw -11292838.598235 + Penalty 3763.799164 = -11289074.799071
  nChanged 4085
		SP:Iteration 4Q (114376.300000 sec): 3 clusters
  Score: Raw -11294220.111219 + Penalty 3763.799164 = -11290456.312055
  nChanged 4737
		SP:Iteration 5Q (114377.360000 sec): 3 clusters
  Score: Raw -11296124.379209 + Penalty 3763.799164 = -11292360.580045
  nChanged 5565
		SP:Iteration 6F (114378.350000 sec): 3 clusters
  Score: Raw -11298774.193637 + Penalty 3763.799164 = -11295010.394473
  nChanged 6342
		SP:Iteration 7F (114379.370000 sec): 3 clusters
  Score: Raw -11302168.475121 + Penalty 3763.799164 = -11298404.675956
  nChanged 6491
		SP:Iteration 8F (114380.350000 sec): 3 clusters
  Score: Raw -11305733.925012 + Penalty 3763.799164 = -11301970.125848
  nChanged 6141
		SP:Iteration 9F (114381.370000 sec): 3 clusters
  Score: Raw -11309185.756291 + Penalty 3763.799164 = -11305421.957127
  nChanged 5421
		SP:Iteration 10F (114382.340000 sec): 3 clusters
  Score: Raw -11312329.463499 + Penalty 3763.799164 = -11308565.664335
  nChanged 4886
		SP:Iteration 11Q (114383.410000 sec): 3 clusters
  Score: Raw -11315441.599758 + Penalty 3763.799164 = -11311677.800593
  nChanged 4467
		SP:Iteration 12Q (114384.480000 sec): 3 clusters
  Score: Raw -11318203.283683 + Penalty 3763.799164 = -11314439.484519
  nChanged 3634
		SP:Iteration 13Q (114385.530000 sec): 3 clusters
  Score: Raw -11320002.323989 + Penalty 3763.799164 = -11316238.524825
  nChanged 2662
		SP:Iteration 14Q (114386.570000 sec): 3 clusters
  Score: Raw -11320995.465830 + Penalty 3763.799164 = -11317231.666666
  nChanged 1925
		SP:Iteration 15Q (114387.600000 sec): 3 clusters
  Score: Raw -11321613.821453 + Penalty 3763.799164 = -11317850.022289
  nChanged 1493
		SP:Iteration 16Q (114388.580000 sec): 3 clusters
  Score: Raw -11322050.863240 + Penalty 3763.799164 = -11318287.064076
  nChanged 1309
		SP:Iteration 17Q (114389.600000 sec): 3 clusters
  Score: Raw -11322415.998944 + Penalty 3763.799164 = -11318652.199779
  nChanged 1218
		SP:Iteration 18Q (114390.570000 sec): 3 clusters
  Score: Raw -11322725.387931 + Penalty 3763.799164 = -11318961.588767
  nChanged 1078
		SP:Iteration 19Q (114391.570000 sec): 3 clusters
  Score: Raw -11322979.582907 + Penalty 3763.799164 = -11319215.783743
  nChanged 985
		SP:Iteration 20F (114392.550000 sec): 3 clusters
  Score: Raw -11323196.915130 + Penalty 3763.799164 = -11319433.115966
  nChanged 922
		SP:Iteration 21Q (114393.530000 sec): 3 clusters
  Score: Raw -11323379.382299 + Penalty 3763.799164 = -11319615.583134
  nChanged 784
		SP:Iteration 22Q (114394.490000 sec): 3 clusters
  Score: Raw -11323516.504149 + Penalty 3763.799164 = -11319752.704985
  nChanged 704
		SP:Iteration 23Q (114395.500000 sec): 3 clusters
  Score: Raw -11323632.898260 + Penalty 3763.799164 = -11319869.099096
  nChanged 642
		SP:Iteration 24Q (114396.460000 sec): 3 clusters
  Score: Raw -11323727.289383 + Penalty 3763.799164 = -11319963.490219
  nChanged 556
		SP:Iteration 25Q (114397.470000 sec): 3 clusters
  Score: Raw -11323796.580205 + Penalty 3763.799164 = -11320032.781041
  nChanged 477
		SP:Iteration 26Q (114398.450000 sec): 3 clusters
  Score: Raw -11323847.258010 + Penalty 3763.799164 = -11320083.458846
  nChanged 418
		SP:Iteration 27Q (114399.450000 sec): 3 clusters
  Score: Raw -11323889.263416 + Penalty 3763.799164 = -11320125.464252
  nChanged 384
		SP:Iteration 28Q (114400.420000 sec): 3 clusters
  Score: Raw -11323924.235054 + Penalty 3763.799164 = -11320160.435890
  nChanged 348
		SP:Iteration 29Q (114401.380000 sec): 3 clusters
  Score: Raw -11323954.837245 + Penalty 3763.799164 = -11320191.038081
  nChanged 318
		SP:Iteration 30Q (114402.380000 sec): 3 clusters
  Score: Raw -11323977.467218 + Penalty 3763.799164 = -11320213.668054
  nChanged 305
		SP:Iteration 31Q (114403.340000 sec): 3 clusters
  Score: Raw -11323998.950184 + Penalty 3763.799164 = -11320235.151020
  nChanged 279
		SP:Iteration 32Q (114404.350000 sec): 3 clusters
  Score: Raw -11324018.549729 + Penalty 3763.799164 = -11320254.750565
  nChanged 264
		SP:Iteration 33Q (114405.300000 sec): 3 clusters
  Score: Raw -11324034.852529 + Penalty 3763.799164 = -11320271.053365
  nChanged 263
		SP:Iteration 34Q (114406.260000 sec): 3 clusters
  Score: Raw -11324049.301319 + Penalty 3763.799164 = -11320285.502154
  nChanged 225
		SP:Iteration 35Q (114407.260000 sec): 3 clusters
  Score: Raw -11324060.064618 + Penalty 3763.799164 = -11320296.265453
  nChanged 196
		SP:Iteration 36Q (114408.220000 sec): 3 clusters
  Score: Raw -11324068.843017 + Penalty 3763.799164 = -11320305.043853
  nChanged 174
		SP:Iteration 37Q (114409.170000 sec): 3 clusters
  Score: Raw -11324075.843790 + Penalty 3763.799164 = -11320312.044625
  nChanged 162
		SP:Iteration 38Q (114410.170000 sec): 3 clusters
  Score: Raw -11324082.240454 + Penalty 3763.799164 = -11320318.441290
  nChanged 152
		SP:Iteration 39Q (114411.120000 sec): 3 clusters
  Score: Raw -11324088.992597 + Penalty 3763.799164 = -11320325.193433
  nChanged 172
		SP:Iteration 40F (114412.100000 sec): 3 clusters
  Score: Raw -11324097.426254 + Penalty 3763.799164 = -11320333.627089
  nChanged 177
		SP:Iteration 41Q (114413.110000 sec): 3 clusters
  Score: Raw -11324105.882845 + Penalty 3763.799164 = -11320342.083681
  nChanged 147
		SP:Iteration 42Q (114414.080000 sec): 3 clusters
  Score: Raw -11324111.501472 + Penalty 3763.799164 = -11320347.702307
  nChanged 131
		SP:Iteration 43Q (114415.100000 sec): 3 clusters
  Score: Raw -11324115.781045 + Penalty 3763.799164 = -11320351.981881
  nChanged 111
		SP:Iteration 44Q (114416.110000 sec): 3 clusters
  Score: Raw -11324118.760173 + Penalty 3763.799164 = -11320354.961009
  nChanged 97
		SP:Iteration 45Q (114417.080000 sec): 3 clusters
  Score: Raw -11324121.224533 + Penalty 3763.799164 = -11320357.425369
  nChanged 84
		SP:Iteration 46Q (114418.110000 sec): 3 clusters
  Score: Raw -11324123.354188 + Penalty 3763.799164 = -11320359.555023
  nChanged 78
		SP:Iteration 47Q (114419.130000 sec): 3 clusters
  Score: Raw -11324125.307294 + Penalty 3763.799164 = -11320361.508130
  nChanged 79
		SP:Iteration 48Q (114420.100000 sec): 3 clusters
  Score: Raw -11324127.845314 + Penalty 3763.799164 = -11320364.046150
  nChanged 80
		SP:Iteration 49Q (114421.110000 sec): 3 clusters
  Score: Raw -11324129.912620 + Penalty 3763.799164 = -11320366.113456
  nChanged 68
		SP:Iteration 50Q (114422.080000 sec): 3 clusters
  Score: Raw -11324131.709407 + Penalty 3763.799164 = -11320367.910243
  nChanged 69
		SP:Iteration 51Q (114423.100000 sec): 3 clusters
  Score: Raw -11324133.480187 + Penalty 3763.799164 = -11320369.681023
  nChanged 65
		SP:Iteration 52Q (114424.060000 sec): 3 clusters
  Score: Raw -11324134.895074 + Penalty 3763.799164 = -11320371.095910
  nChanged 51
		SP:Iteration 53Q (114425.080000 sec): 3 clusters
  Score: Raw -11324135.781653 + Penalty 3763.799164 = -11320371.982488
  nChanged 38
		SP:Iteration 54Q (114426.060000 sec): 3 clusters
  Score: Raw -11324136.267509 + Penalty 3763.799164 = -11320372.468345
  nChanged 32
		SP:Iteration 55Q (114427.070000 sec): 3 clusters
  Score: Raw -11324136.758379 + Penalty 3763.799164 = -11320372.959214
  nChanged 26
		SP:Iteration 56Q (114428.090000 sec): 3 clusters
  Score: Raw -11324137.146315 + Penalty 3763.799164 = -11320373.347150
  nChanged 22
		SP:Iteration 57Q (114429.060000 sec): 3 clusters
  Score: Raw -11324137.451391 + Penalty 3763.799164 = -11320373.652226
  nChanged 19
		SP:Iteration 58Q (114430.070000 sec): 3 clusters
  Score: Raw -11324137.718044 + Penalty 3763.799164 = -11320373.918880
  nChanged 17
		SP:Iteration 59Q (114431.040000 sec): 3 clusters
  Score: Raw -11324138.033023 + Penalty 3763.799164 = -11320374.233858
  nChanged 23
		SP:Iteration 60F (114432.010000 sec): 3 clusters
  Score: Raw -11324138.472409 + Penalty 3763.799164 = -11320374.673245
  nChanged 22
		SP:Iteration 61Q (114433.030000 sec): 3 clusters
  Score: Raw -11324138.817628 + Penalty 3763.799164 = -11320375.018464
  nChanged 20
		SP:Iteration 62Q (114434.000000 sec): 3 clusters
  Score: Raw -11324139.082282 + Penalty 3763.799164 = -11320375.283118
  nChanged 19
		SP:Iteration 63Q (114435.020000 sec): 3 clusters
  Score: Raw -11324139.327617 + Penalty 3763.799164 = -11320375.528453
  nChanged 18
		SP:Iteration 64Q (114436.040000 sec): 3 clusters
  Score: Raw -11324139.580002 + Penalty 3763.799164 = -11320375.780838
  nChanged 26
		SP:Iteration 65Q (114437.020000 sec): 3 clusters
  Score: Raw -11324140.012530 + Penalty 3763.799164 = -11320376.213366
  nChanged 23
		SP:Iteration 66Q (114438.040000 sec): 3 clusters
  Score: Raw -11324140.391208 + Penalty 3763.799164 = -11320376.592043
  nChanged 19
		SP:Iteration 67Q (114439.020000 sec): 3 clusters
  Score: Raw -11324140.642721 + Penalty 3763.799164 = -11320376.843557
  nChanged 15
		SP:Iteration 68Q (114440.040000 sec): 3 clusters
  Score: Raw -11324140.800614 + Penalty 3763.799164 = -11320377.001450
  nChanged 12
		SP:Iteration 69Q (114441.060000 sec): 3 clusters
  Score: Raw -11324140.928080 + Penalty 3763.799164 = -11320377.128915
  nChanged 10
		SP:Iteration 70Q (114442.030000 sec): 3 clusters
  Score: Raw -11324141.044643 + Penalty 3763.799164 = -11320377.245479
  nChanged 12
		SP:Iteration 71Q (114443.020000 sec): 3 clusters
  Score: Raw -11324141.168134 + Penalty 3763.799164 = -11320377.368970
  nChanged 9
		SP:Iteration 72Q (114444.000000 sec): 3 clusters
  Score: Raw -11324141.276230 + Penalty 3763.799164 = -11320377.477065
  nChanged 13
		SP:Iteration 73Q (114445.010000 sec): 3 clusters
  Score: Raw -11324141.429768 + Penalty 3763.799164 = -11320377.630604
  nChanged 13
		SP:Iteration 74Q (114445.980000 sec): 3 clusters
  Score: Raw -11324141.612721 + Penalty 3763.799164 = -11320377.813556
  nChanged 8
		SP:Iteration 75Q (114447.000000 sec): 3 clusters
  Score: Raw -11324141.717210 + Penalty 3763.799164 = -11320377.918046
  nChanged 8
		SP:Iteration 76Q (114447.970000 sec): 3 clusters
  Score: Raw -11324141.798860 + Penalty 3763.799164 = -11320377.999696
  nChanged 5
		SP:Iteration 77Q (114448.970000 sec): 3 clusters
  Score: Raw -11324141.871304 + Penalty 3763.799164 = -11320378.072140
  nChanged 14
		SP:Iteration 78Q (114449.940000 sec): 3 clusters
  Score: Raw -11324142.047832 + Penalty 3763.799164 = -11320378.248668
  nChanged 11
		SP:Iteration 79Q (114450.960000 sec): 3 clusters
  Score: Raw -11324142.178374 + Penalty 3763.799164 = -11320378.379210
  nChanged 7
		SP:Iteration 80F (114451.930000 sec): 3 clusters
  Score: Raw -11324142.246945 + Penalty 3763.799164 = -11320378.447781
  nChanged 4
		SP:Iteration 81Q (114452.920000 sec): 3 clusters
  Score: Raw -11324142.292053 + Penalty 3763.799164 = -11320378.492888
  nChanged 3
		SP:Iteration 82Q (114453.890000 sec): 3 clusters
  Score: Raw -11324142.321289 + Penalty 3763.799164 = -11320378.522125
  nChanged 4
		SP:Iteration 83Q (114454.910000 sec): 3 clusters
  Score: Raw -11324142.351410 + Penalty 3763.799164 = -11320378.552246
  nChanged 2
		SP:Iteration 84Q (114455.890000 sec): 3 clusters
  Score: Raw -11324142.365147 + Penalty 3763.799164 = -11320378.565983
  nChanged 2
		SP:Iteration 85Q (114456.910000 sec): 3 clusters
  Score: Raw -11324142.375834 + Penalty 3763.799164 = -11320378.576669
  nChanged 2
		SP:Iteration 86Q (114457.890000 sec): 3 clusters
  Score: Raw -11324142.383765 + Penalty 3763.799164 = -11320378.584600
  nChanged 1
		SP:Iteration 87Q (114458.910000 sec): 3 clusters
  Score: Raw -11324142.386599 + Penalty 3763.799164 = -11320378.587435
  nChanged 1
		SP:Iteration 88Q (114459.880000 sec): 3 clusters
  Score: Raw -11324142.388769 + Penalty 3763.799164 = -11320378.589605
  nChanged 0
		SP:Iteration 89F (114460.900000 sec): 3 clusters
  Score: Raw -11324142.388769 + Penalty 3763.799164 = -11320378.589605
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 76 (2237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114460.950000 sec): 2 clusters
  Score: Raw -228382.079207 + Penalty 1253.344781 = -227128.734425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114461.010000 sec): 3 clusters
  Score: Raw -227424.316103 + Penalty 2506.689562 = -224917.626540
  nChanged 830
		SP:Iteration 1F (114461.070000 sec): 3 clusters
  Score: Raw -227941.448294 + Penalty 2506.689562 = -225434.758731
  nChanged 151
		SP:Iteration 2F (114461.110000 sec): 3 clusters
  Score: Raw -228049.685582 + Penalty 2506.689562 = -225542.996019
  nChanged 116
		SP:Iteration 3F (114461.150000 sec): 3 clusters
  Score: Raw -228146.442790 + Penalty 2506.689562 = -225639.753228
  nChanged 95
		SP:Iteration 4Q (114461.200000 sec): 3 clusters
  Score: Raw -228215.660714 + Penalty 2506.689562 = -225708.971152
  nChanged 74
		SP:Iteration 5Q (114461.240000 sec): 3 clusters
  Score: Raw -228261.270242 + Penalty 2506.689562 = -225754.580680
  nChanged 61
		SP:Iteration 6Q (114461.290000 sec): 3 clusters
  Score: Raw -228304.604980 + Penalty 2506.689562 = -225797.915418
  nChanged 64
		SP:Iteration 7Q (114461.330000 sec): 3 clusters
  Score: Raw -228350.270535 + Penalty 2506.689562 = -225843.580972
  nChanged 52
		SP:Iteration 8Q (114461.370000 sec): 3 clusters
  Score: Raw -228387.099564 + Penalty 2506.689562 = -225880.410002
  nChanged 52
		SP:Iteration 9Q (114461.420000 sec): 3 clusters
  Score: Raw -228425.542416 + Penalty 2506.689562 = -225918.852853
  nChanged 43
		SP:Iteration 10Q (114461.460000 sec): 3 clusters
  Score: Raw -228449.656597 + Penalty 2506.689562 = -225942.967035
  nChanged 34
		SP:Iteration 11Q (114461.510000 sec): 3 clusters
  Score: Raw -228467.677964 + Penalty 2506.689562 = -225960.988402
  nChanged 28
		SP:Iteration 12Q (114461.550000 sec): 3 clusters
  Score: Raw -228483.342343 + Penalty 2506.689562 = -225976.652780
  nChanged 24
		SP:Iteration 13Q (114461.590000 sec): 3 clusters
  Score: Raw -228495.843993 + Penalty 2506.689562 = -225989.154431
  nChanged 29
		SP:Iteration 14Q (114461.640000 sec): 3 clusters
  Score: Raw -228510.374639 + Penalty 2506.689562 = -226003.685077
  nChanged 28
		SP:Iteration 15Q (114461.680000 sec): 3 clusters
  Score: Raw -228531.568604 + Penalty 2506.689562 = -226024.879042
  nChanged 33
		SP:Iteration 16Q (114461.730000 sec): 3 clusters
  Score: Raw -228554.221867 + Penalty 2506.689562 = -226047.532305
  nChanged 36
		SP:Iteration 17Q (114461.770000 sec): 3 clusters
  Score: Raw -228582.012087 + Penalty 2506.689562 = -226075.322525
  nChanged 41
		SP:Iteration 18Q (114461.810000 sec): 3 clusters
  Score: Raw -228616.887740 + Penalty 2506.689562 = -226110.198178
  nChanged 42
		SP:Iteration 19Q (114461.860000 sec): 3 clusters
  Score: Raw -228642.799760 + Penalty 2506.689562 = -226136.110198
  nChanged 30
		SP:Iteration 20F (114461.900000 sec): 3 clusters
  Score: Raw -228658.257946 + Penalty 2506.689562 = -226151.568384
  nChanged 31
		SP:Iteration 21Q (114461.940000 sec): 3 clusters
  Score: Raw -228677.885148 + Penalty 2506.689562 = -226171.195586
  nChanged 21
		SP:Iteration 22Q (114461.990000 sec): 3 clusters
  Score: Raw -228688.925924 + Penalty 2506.689562 = -226182.236361
  nChanged 18
		SP:Iteration 23Q (114462.030000 sec): 3 clusters
  Score: Raw -228698.548175 + Penalty 2506.689562 = -226191.858613
  nChanged 19
		SP:Iteration 24Q (114462.070000 sec): 3 clusters
  Score: Raw -228710.072858 + Penalty 2506.689562 = -226203.383296
  nChanged 24
		SP:Iteration 25Q (114462.120000 sec): 3 clusters
  Score: Raw -228720.992985 + Penalty 2506.689562 = -226214.303422
  nChanged 15
		SP:Iteration 26Q (114462.160000 sec): 3 clusters
  Score: Raw -228731.094838 + Penalty 2506.689562 = -226224.405275
  nChanged 17
		SP:Iteration 27Q (114462.210000 sec): 3 clusters
  Score: Raw -228743.492937 + Penalty 2506.689562 = -226236.803374
  nChanged 16
		SP:Iteration 28Q (114462.250000 sec): 3 clusters
  Score: Raw -228755.071388 + Penalty 2506.689562 = -226248.381825
  nChanged 23
		SP:Iteration 29Q (114462.290000 sec): 3 clusters
  Score: Raw -228775.255931 + Penalty 2506.689562 = -226268.566369
  nChanged 22
		SP:Iteration 30Q (114462.330000 sec): 3 clusters
  Score: Raw -228796.068839 + Penalty 2506.689562 = -226289.379277
  nChanged 28
		SP:Iteration 31Q (114462.380000 sec): 3 clusters
  Score: Raw -228823.360072 + Penalty 2506.689562 = -226316.670510
  nChanged 31
		SP:Iteration 32Q (114462.420000 sec): 3 clusters
  Score: Raw -228858.571322 + Penalty 2506.689562 = -226351.881760
  nChanged 28
		SP:Iteration 33Q (114462.470000 sec): 3 clusters
  Score: Raw -228893.886428 + Penalty 2506.689562 = -226387.196866
  nChanged 30
		SP:Iteration 34Q (114462.510000 sec): 3 clusters
  Score: Raw -228936.403497 + Penalty 2506.689562 = -226429.713935
  nChanged 28
		SP:Iteration 35Q (114462.550000 sec): 3 clusters
  Score: Raw -228968.347027 + Penalty 2506.689562 = -226461.657464
  nChanged 25
		SP:Iteration 36Q (114462.590000 sec): 3 clusters
  Score: Raw -228995.165540 + Penalty 2506.689562 = -226488.475978
  nChanged 19
		SP:Iteration 37Q (114462.630000 sec): 3 clusters
  Score: Raw -229009.191536 + Penalty 2506.689562 = -226502.501974
  nChanged 19
		SP:Iteration 38Q (114462.670000 sec): 3 clusters
  Score: Raw -229023.866366 + Penalty 2506.689562 = -226517.176804
  nChanged 14
		SP:Iteration 39Q (114462.720000 sec): 3 clusters
  Score: Raw -229035.374216 + Penalty 2506.689562 = -226528.684653
  nChanged 9
		SP:Iteration 40F (114462.760000 sec): 3 clusters
  Score: Raw -229040.284046 + Penalty 2506.689562 = -226533.594484
  nChanged 3
		SP:Iteration 41Q (114462.800000 sec): 3 clusters
  Score: Raw -229042.551848 + Penalty 2506.689562 = -226535.862286
  nChanged 3
		SP:Iteration 42Q (114462.840000 sec): 3 clusters
  Score: Raw -229045.586230 + Penalty 2506.689562 = -226538.896668
  nChanged 2
		SP:Iteration 43Q (114462.890000 sec): 3 clusters
  Score: Raw -229047.190105 + Penalty 2506.689562 = -226540.500543
  nChanged 2
		SP:Iteration 44Q (114462.930000 sec): 3 clusters
  Score: Raw -229049.123067 + Penalty 2506.689562 = -226542.433505
  nChanged 3
		SP:Iteration 45Q (114462.970000 sec): 3 clusters
  Score: Raw -229050.939587 + Penalty 2506.689562 = -226544.250024
  nChanged 3
		SP:Iteration 46Q (114463.010000 sec): 3 clusters
  Score: Raw -229052.795679 + Penalty 2506.689562 = -226546.106117
  nChanged 6
		SP:Iteration 47Q (114463.050000 sec): 3 clusters
  Score: Raw -229056.837746 + Penalty 2506.689562 = -226550.148183
  nChanged 2
		SP:Iteration 48Q (114463.090000 sec): 3 clusters
  Score: Raw -229058.216164 + Penalty 2506.689562 = -226551.526601
  nChanged 5
		SP:Iteration 49Q (114463.140000 sec): 3 clusters
  Score: Raw -229060.956819 + Penalty 2506.689562 = -226554.267256
  nChanged 6
		SP:Iteration 50Q (114463.180000 sec): 3 clusters
  Score: Raw -229063.547681 + Penalty 2506.689562 = -226556.858118
  nChanged 4
		SP:Iteration 51Q (114463.220000 sec): 3 clusters
  Score: Raw -229064.667911 + Penalty 2506.689562 = -226557.978349
  nChanged 2
		SP:Iteration 52Q (114463.260000 sec): 3 clusters
  Score: Raw -229065.085919 + Penalty 2506.689562 = -226558.396356
  nChanged 0
		SP:Iteration 53F (114463.310000 sec): 3 clusters
  Score: Raw -229065.085919 + Penalty 2506.689562 = -226558.396356
  nChanged 0
Memory request: 0.00 GB would take us to total of 7.98 GB.

 Trying to split cluster 77 (4316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114463.390000 sec): 2 clusters
  Score: Raw -409191.683188 + Penalty 1360.138703 = -407831.544485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114463.470000 sec): 3 clusters
  Score: Raw -406979.856101 + Penalty 2720.277406 = -404259.578695
  nChanged 1691
		SP:Iteration 1F (114463.550000 sec): 3 clusters
  Score: Raw -407859.718636 + Penalty 2720.277406 = -405139.441230
  nChanged 342
		SP:Iteration 2F (114463.640000 sec): 3 clusters
  Score: Raw -408078.976918 + Penalty 2720.277406 = -405358.699512
  nChanged 283
		SP:Iteration 3F (114463.720000 sec): 3 clusters
  Score: Raw -408294.070957 + Penalty 2720.277406 = -405573.793551
  nChanged 257
		SP:Iteration 4F (114463.800000 sec): 3 clusters
  Score: Raw -408506.955173 + Penalty 2720.277406 = -405786.677767
  nChanged 235
		SP:Iteration 5F (114463.880000 sec): 3 clusters
  Score: Raw -408694.646615 + Penalty 2720.277406 = -405974.369209
  nChanged 234
		SP:Iteration 6F (114463.970000 sec): 3 clusters
  Score: Raw -408869.628646 + Penalty 2720.277406 = -406149.351240
  nChanged 198
		SP:Iteration 7Q (114464.050000 sec): 3 clusters
  Score: Raw -409018.295936 + Penalty 2720.277406 = -406298.018530
  nChanged 180
		SP:Iteration 8Q (114464.130000 sec): 3 clusters
  Score: Raw -409146.295813 + Penalty 2720.277406 = -406426.018407
  nChanged 152
		SP:Iteration 9Q (114464.210000 sec): 3 clusters
  Score: Raw -409259.575507 + Penalty 2720.277406 = -406539.298101
  nChanged 134
		SP:Iteration 10Q (114464.300000 sec): 3 clusters
  Score: Raw -409347.835067 + Penalty 2720.277406 = -406627.557661
  nChanged 113
		SP:Iteration 11Q (114464.380000 sec): 3 clusters
  Score: Raw -409418.874400 + Penalty 2720.277406 = -406698.596994
  nChanged 96
		SP:Iteration 12Q (114464.470000 sec): 3 clusters
  Score: Raw -409467.371423 + Penalty 2720.277406 = -406747.094017
  nChanged 70
		SP:Iteration 13Q (114464.550000 sec): 3 clusters
  Score: Raw -409509.047699 + Penalty 2720.277406 = -406788.770293
  nChanged 75
		SP:Iteration 14Q (114464.630000 sec): 3 clusters
  Score: Raw -409555.172730 + Penalty 2720.277406 = -406834.895323
  nChanged 62
		SP:Iteration 15Q (114464.710000 sec): 3 clusters
  Score: Raw -409595.455015 + Penalty 2720.277406 = -406875.177609
  nChanged 57
		SP:Iteration 16Q (114464.790000 sec): 3 clusters
  Score: Raw -409622.924370 + Penalty 2720.277406 = -406902.646963
  nChanged 42
		SP:Iteration 17Q (114464.870000 sec): 3 clusters
  Score: Raw -409639.970431 + Penalty 2720.277406 = -406919.693025
  nChanged 32
		SP:Iteration 18Q (114464.960000 sec): 3 clusters
  Score: Raw -409655.458712 + Penalty 2720.277406 = -406935.181306
  nChanged 24
		SP:Iteration 19Q (114465.040000 sec): 3 clusters
  Score: Raw -409664.510451 + Penalty 2720.277406 = -406944.233045
  nChanged 19
		SP:Iteration 20F (114465.120000 sec): 3 clusters
  Score: Raw -409672.081310 + Penalty 2720.277406 = -406951.803904
  nChanged 20
		SP:Iteration 21Q (114465.200000 sec): 3 clusters
  Score: Raw -409685.010367 + Penalty 2720.277406 = -406964.732961
  nChanged 23
		SP:Iteration 22Q (114465.290000 sec): 3 clusters
  Score: Raw -409696.015860 + Penalty 2720.277406 = -406975.738454
  nChanged 16
		SP:Iteration 23Q (114465.370000 sec): 3 clusters
  Score: Raw -409707.335863 + Penalty 2720.277406 = -406987.058457
  nChanged 19
		SP:Iteration 24Q (114465.450000 sec): 3 clusters
  Score: Raw -409716.242845 + Penalty 2720.277406 = -406995.965439
  nChanged 15
		SP:Iteration 25Q (114465.530000 sec): 3 clusters
  Score: Raw -409722.662149 + Penalty 2720.277406 = -407002.384743
  nChanged 14
		SP:Iteration 26Q (114465.610000 sec): 3 clusters
  Score: Raw -409731.165438 + Penalty 2720.277406 = -407010.888032
  nChanged 18
		SP:Iteration 27Q (114465.690000 sec): 3 clusters
  Score: Raw -409737.179594 + Penalty 2720.277406 = -407016.902188
  nChanged 11
		SP:Iteration 28Q (114465.770000 sec): 3 clusters
  Score: Raw -409740.051537 + Penalty 2720.277406 = -407019.774131
  nChanged 8
		SP:Iteration 29Q (114465.850000 sec): 3 clusters
  Score: Raw -409743.075513 + Penalty 2720.277406 = -407022.798107
  nChanged 6
		SP:Iteration 30Q (114465.930000 sec): 3 clusters
  Score: Raw -409745.163620 + Penalty 2720.277406 = -407024.886214
  nChanged 6
		SP:Iteration 31Q (114466.020000 sec): 3 clusters
  Score: Raw -409746.338036 + Penalty 2720.277406 = -407026.060630
  nChanged 3
		SP:Iteration 32Q (114466.100000 sec): 3 clusters
  Score: Raw -409747.669096 + Penalty 2720.277406 = -407027.391690
  nChanged 2
		SP:Iteration 33Q (114466.180000 sec): 3 clusters
  Score: Raw -409748.184981 + Penalty 2720.277406 = -407027.907575
  nChanged 0
		SP:Iteration 34F (114466.260000 sec): 3 clusters
  Score: Raw -409748.184981 + Penalty 2720.277406 = -407027.907575
  nChanged 0
------ Evaluating fit on full set of 3303955 points ------
  Score: Raw -323011638.774593 + Penalty 187820.517806 = -322823818.256787
Time taken for this iteration:84067.880000 seconds.
 21->78 Clusters: Score -322823818.256787, best is -322822786.357725
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 68650 (time per iteration =300.254628 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1380177583488.000000 (time per metric unit =14.934658ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 33124262003712.000000 (time per metric unit=622.277417ps)

That took 20612.480208 seconds.
